warning: commands will be executed using /bin/sh
job 5711 at Wed Oct  1 18:36:00 2014
FileBase	/isis1/Yuta/YutaData/YutaMouse23-140729/YutaMouse23-140729/YutaMouse23-140729
ElecNo	5
MinClusters	20
MaxClusters	21
MaxPossibleClusters	200
nStarts	1
RandomSeed	1
Debug	0
Verbose	1
UseFeatures	11111111111111111111111111111100000
DistDump	0
DistThresh	6.907755
FullStepEvery	20
ChangedThresh	0.050000
Log	1
Screen	1
MaxIter	500
StartCluFile	
SplitEvery	40
PenaltyK	0.000000
PenaltyKLogN	1.000000
Subset	3
PriorPoint	1
SaveSorted	0
UseMaskedEStep	0
UseMaskedMStep	0
UseClusterPenalty	0
SaveCovarianceMeans	0
UseMaskedInitialConditions	0
AssignToFirstClosestMask	0
UseDistributional	0
UseDistributionalEStep	1
UseFloatMasks	0
help	0
Loaded 3348706 data points of dimension 30.
meanDims = 30
Starting from 20 clusters...
Entering ConstructFrom: 
--- Running on subset of 1116235 points ---
Entering CEM 
Assigned 20 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59004 members 
Mstep: Class 2 contains 58617 members 
Mstep: Class 3 contains 58794 members 
Mstep: Class 4 contains 58319 members 
Mstep: Class 5 contains 58736 members 
Mstep: Class 6 contains 58567 members 
Mstep: Class 7 contains 58932 members 
Mstep: Class 8 contains 58532 members 
Mstep: Class 9 contains 58779 members 
Mstep: Class 10 contains 58631 members 
Mstep: Class 11 contains 59131 members 
Mstep: Class 12 contains 58841 members 
Mstep: Class 13 contains 58876 members 
Mstep: Class 14 contains 58538 members 
Mstep: Class 15 contains 58540 members 
Mstep: Class 16 contains 59276 members 
Mstep: Class 17 contains 58633 members 
Mstep: Class 18 contains 58676 members 
Mstep: Class 19 contains 58813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -197306960.000000 Penalty: 65616.828125
Iteration 0F: 20 clusters Score -1.97307e+08 nChanged 1057427
Entering Unmasked Mstep 
Mstep: Class 0 contains 3517 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 333291 members 
Mstep: Class 3 contains 57095 members 
Mstep: Class 4 contains 41039 members 
Mstep: Class 5 contains 35667 members 
Mstep: Class 6 contains 34980 members 
Mstep: Class 7 contains 5966 members 
Mstep: Class 8 contains 276444 members 
Mstep: Class 9 contains 12827 members 
Mstep: Class 10 contains 49746 members 
Mstep: Class 11 contains 34570 members 
Mstep: Class 12 contains 35948 members 
Mstep: Class 13 contains 41376 members 
Mstep: Class 14 contains 17036 members 
Mstep: Class 15 contains 35228 members 
Mstep: Class 16 contains 14191 members 
Mstep: Class 17 contains 40929 members 
Mstep: Class 18 contains 19233 members 
Mstep: Class 19 contains 11422 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204497488.000000 Penalty: 65616.828125
Iteration 1F: 20 clusters Score -2.044975e+08 nChanged 422862
Entering Unmasked Mstep 
Mstep: Class 0 contains 2973 members 
Mstep: Class 1 contains 4441 members 
Mstep: Class 2 contains 274810 members 
Mstep: Class 3 contains 117101 members 
Mstep: Class 4 contains 49359 members 
Mstep: Class 5 contains 39735 members 
Mstep: Class 6 contains 57267 members 
Mstep: Class 7 contains 7911 members 
Mstep: Class 8 contains 217521 members 
Mstep: Class 9 contains 3148 members 
Mstep: Class 10 contains 61481 members 
Mstep: Class 11 contains 30017 members 
Mstep: Class 12 contains 37772 members 
Mstep: Class 13 contains 51384 members 
Mstep: Class 14 contains 17317 members 
Mstep: Class 15 contains 71148 members 
Mstep: Class 16 contains 1644 members 
Mstep: Class 17 contains 28779 members 
Mstep: Class 18 contains 35805 members 
Mstep: Class 19 contains 6622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -205614336.000000 Penalty: 65616.828125
Iteration 2F: 20 clusters Score -2.056143e+08 nChanged 358069
Entering Unmasked Mstep 
Mstep: Class 0 contains 1366 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 229111 members 
Mstep: Class 3 contains 92537 members 
Mstep: Class 4 contains 53500 members 
Mstep: Class 5 contains 51746 members 
Mstep: Class 6 contains 78550 members 
Mstep: Class 7 contains 6541 members 
Mstep: Class 8 contains 165213 members 
Mstep: Class 9 contains 4597 members 
Mstep: Class 10 contains 81631 members 
Mstep: Class 11 contains 31693 members 
Mstep: Class 12 contains 48003 members 
Mstep: Class 13 contains 54437 members 
Mstep: Class 14 contains 16609 members 
Mstep: Class 15 contains 106519 members 
Mstep: Class 16 contains 1767 members 
Mstep: Class 17 contains 24653 members 
Mstep: Class 18 contains 56301 members 
Mstep: Class 19 contains 5646 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -206294384.000000 Penalty: 65616.828125
Iteration 3F: 20 clusters Score -2.062944e+08 nChanged 295296
Entering Unmasked Mstep 
Mstep: Class 0 contains 770 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 204588 members 
Mstep: Class 3 contains 79568 members 
Mstep: Class 4 contains 55015 members 
Mstep: Class 5 contains 81855 members 
Mstep: Class 6 contains 88299 members 
Mstep: Class 7 contains 5321 members 
Mstep: Class 8 contains 127618 members 
Mstep: Class 9 contains 5752 members 
Mstep: Class 10 contains 90954 members 
Mstep: Class 11 contains 33673 members 
Mstep: Class 12 contains 60878 members 
Mstep: Class 13 contains 52907 members 
Mstep: Class 14 contains 15784 members 
Mstep: Class 15 contains 85836 members 
Mstep: Class 16 contains 1822 members 
Mstep: Class 17 contains 20513 members 
Mstep: Class 18 contains 92594 members 
Mstep: Class 19 contains 6339 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -206599312.000000 Penalty: 65616.828125
Iteration 4F: 20 clusters Score -2.065993e+08 nChanged 235087
Entering Unmasked Mstep 
Mstep: Class 0 contains 358 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 171281 members 
Mstep: Class 3 contains 74750 members 
Mstep: Class 4 contains 61130 members 
Mstep: Class 5 contains 101445 members 
Mstep: Class 6 contains 75783 members 
Mstep: Class 7 contains 3983 members 
Mstep: Class 8 contains 124694 members 
Mstep: Class 9 contains 7138 members 
Mstep: Class 10 contains 84970 members 
Mstep: Class 11 contains 32518 members 
Mstep: Class 12 contains 79945 members 
Mstep: Class 13 contains 52848 members 
Mstep: Class 14 contains 16604 members 
Mstep: Class 15 contains 80819 members 
Mstep: Class 16 contains 1820 members 
Mstep: Class 17 contains 18648 members 
Mstep: Class 18 contains 113094 members 
Mstep: Class 19 contains 7219 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -206800144.000000 Penalty: 65616.828125
Iteration 5F: 20 clusters Score -2.068001e+08 nChanged 185619
Entering Unmasked Mstep 
Mstep: Class 0 contains 224 members 
Mstep: Class 1 contains 7659 members 
Mstep: Class 2 contains 147816 members 
Mstep: Class 3 contains 77398 members 
Mstep: Class 4 contains 71392 members 
Mstep: Class 5 contains 92667 members 
Mstep: Class 6 contains 78532 members 
Mstep: Class 7 contains 3079 members 
Mstep: Class 8 contains 119317 members 
Mstep: Class 9 contains 8976 members 
Mstep: Class 10 contains 89149 members 
Mstep: Class 11 contains 30184 members 
Mstep: Class 12 contains 100631 members 
Mstep: Class 13 contains 54311 members 
Mstep: Class 14 contains 19184 members 
Mstep: Class 15 contains 80638 members 
Mstep: Class 16 contains 1817 members 
Mstep: Class 17 contains 17698 members 
Mstep: Class 18 contains 108339 members 
Mstep: Class 19 contains 7224 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -206934672.000000 Penalty: 65616.828125
Iteration 6F: 20 clusters Score -2.069347e+08 nChanged 136320
Entering Unmasked Mstep 
Mstep: Class 0 contains 192 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 137332 members 
Mstep: Class 3 contains 76127 members 
Mstep: Class 4 contains 74547 members 
Mstep: Class 5 contains 91972 members 
Mstep: Class 6 contains 78398 members 
Mstep: Class 7 contains 2880 members 
Mstep: Class 8 contains 113074 members 
Mstep: Class 9 contains 10956 members 
Mstep: Class 10 contains 87207 members 
Mstep: Class 11 contains 29830 members 
Mstep: Class 12 contains 110733 members 
Mstep: Class 13 contains 59208 members 
Mstep: Class 14 contains 24425 members 
Mstep: Class 15 contains 78481 members 
Mstep: Class 16 contains 1806 members 
Mstep: Class 17 contains 18296 members 
Mstep: Class 18 contains 106623 members 
Mstep: Class 19 contains 6499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207002080.000000 Penalty: 65616.828125
Iteration 7F: 20 clusters Score -2.070021e+08 nChanged 110868
Entering Unmasked Mstep 
Mstep: Class 0 contains 182 members 
Mstep: Class 1 contains 7638 members 
Mstep: Class 2 contains 131965 members 
Mstep: Class 3 contains 76365 members 
Mstep: Class 4 contains 72707 members 
Mstep: Class 5 contains 90607 members 
Mstep: Class 6 contains 78033 members 
Mstep: Class 7 contains 2818 members 
Mstep: Class 8 contains 107503 members 
Mstep: Class 9 contains 12868 members 
Mstep: Class 10 contains 87531 members 
Mstep: Class 11 contains 31616 members 
Mstep: Class 12 contains 108517 members 
Mstep: Class 13 contains 66714 members 
Mstep: Class 14 contains 32287 members 
Mstep: Class 15 contains 75905 members 
Mstep: Class 16 contains 1797 members 
Mstep: Class 17 contains 19868 members 
Mstep: Class 18 contains 105788 members 
Mstep: Class 19 contains 5526 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207050960.000000 Penalty: 65616.828125
Iteration 8F: 20 clusters Score -2.07051e+08 nChanged 95785
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 7675 members 
Mstep: Class 2 contains 128155 members 
Mstep: Class 3 contains 76666 members 
Mstep: Class 4 contains 69283 members 
Mstep: Class 5 contains 89434 members 
Mstep: Class 6 contains 77584 members 
Mstep: Class 7 contains 2778 members 
Mstep: Class 8 contains 102753 members 
Mstep: Class 9 contains 14622 members 
Mstep: Class 10 contains 87167 members 
Mstep: Class 11 contains 34164 members 
Mstep: Class 12 contains 103253 members 
Mstep: Class 13 contains 74781 members 
Mstep: Class 14 contains 42366 members 
Mstep: Class 15 contains 73748 members 
Mstep: Class 16 contains 1792 members 
Mstep: Class 17 contains 21953 members 
Mstep: Class 18 contains 103450 members 
Mstep: Class 19 contains 4431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207102960.000000 Penalty: 65616.828125
Iteration 9F: 20 clusters Score -2.07103e+08 nChanged 88199
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 124752 members 
Mstep: Class 3 contains 77256 members 
Mstep: Class 4 contains 65030 members 
Mstep: Class 5 contains 88560 members 
Mstep: Class 6 contains 75975 members 
Mstep: Class 7 contains 2726 members 
Mstep: Class 8 contains 98790 members 
Mstep: Class 9 contains 16122 members 
Mstep: Class 10 contains 86310 members 
Mstep: Class 11 contains 37104 members 
Mstep: Class 12 contains 98491 members 
Mstep: Class 13 contains 81382 members 
Mstep: Class 14 contains 54798 members 
Mstep: Class 15 contains 71291 members 
Mstep: Class 16 contains 1788 members 
Mstep: Class 17 contains 24111 members 
Mstep: Class 18 contains 100427 members 
Mstep: Class 19 contains 3412 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207152096.000000 Penalty: 65616.828125
Iteration 10F: 20 clusters Score -2.071521e+08 nChanged 83569
Entering Unmasked Mstep 
Mstep: Class 0 contains 181 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 121199 members 
Mstep: Class 3 contains 77258 members 
Mstep: Class 4 contains 60796 members 
Mstep: Class 5 contains 87287 members 
Mstep: Class 6 contains 73563 members 
Mstep: Class 7 contains 2684 members 
Mstep: Class 8 contains 95944 members 
Mstep: Class 9 contains 17514 members 
Mstep: Class 10 contains 85795 members 
Mstep: Class 11 contains 40779 members 
Mstep: Class 12 contains 93896 members 
Mstep: Class 13 contains 85095 members 
Mstep: Class 14 contains 69707 members 
Mstep: Class 15 contains 68562 members 
Mstep: Class 16 contains 1785 members 
Mstep: Class 17 contains 26705 members 
Mstep: Class 18 contains 97065 members 
Mstep: Class 19 contains 2635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207198656.000000 Penalty: 65616.828125
Iteration 11F: 20 clusters Score -2.071987e+08 nChanged 79651
Entering Unmasked Mstep 
Mstep: Class 0 contains 179 members 
Mstep: Class 1 contains 7811 members 
Mstep: Class 2 contains 117526 members 
Mstep: Class 3 contains 76865 members 
Mstep: Class 4 contains 57197 members 
Mstep: Class 5 contains 85652 members 
Mstep: Class 6 contains 70948 members 
Mstep: Class 7 contains 2651 members 
Mstep: Class 8 contains 93653 members 
Mstep: Class 9 contains 18811 members 
Mstep: Class 10 contains 84675 members 
Mstep: Class 11 contains 45547 members 
Mstep: Class 12 contains 88329 members 
Mstep: Class 13 contains 85305 members 
Mstep: Class 14 contains 86353 members 
Mstep: Class 15 contains 65768 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 30428 members 
Mstep: Class 18 contains 94507 members 
Mstep: Class 19 contains 2247 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207242784.000000 Penalty: 65616.828125
Iteration 12F: 20 clusters Score -2.072428e+08 nChanged 75921
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 7834 members 
Mstep: Class 2 contains 113473 members 
Mstep: Class 3 contains 76787 members 
Mstep: Class 4 contains 55036 members 
Mstep: Class 5 contains 83886 members 
Mstep: Class 6 contains 68773 members 
Mstep: Class 7 contains 2618 members 
Mstep: Class 8 contains 90974 members 
Mstep: Class 9 contains 19988 members 
Mstep: Class 10 contains 83533 members 
Mstep: Class 11 contains 51521 members 
Mstep: Class 12 contains 83428 members 
Mstep: Class 13 contains 83139 members 
Mstep: Class 14 contains 98943 members 
Mstep: Class 15 contains 62986 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 36764 members 
Mstep: Class 18 contains 92543 members 
Mstep: Class 19 contains 2047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207277840.000000 Penalty: 65616.828125
Iteration 13F: 20 clusters Score -2.072778e+08 nChanged 73865
Entering Unmasked Mstep 
Mstep: Class 0 contains 180 members 
Mstep: Class 1 contains 7829 members 
Mstep: Class 2 contains 109563 members 
Mstep: Class 3 contains 76634 members 
Mstep: Class 4 contains 54619 members 
Mstep: Class 5 contains 81996 members 
Mstep: Class 6 contains 67590 members 
Mstep: Class 7 contains 2599 members 
Mstep: Class 8 contains 88100 members 
Mstep: Class 9 contains 21253 members 
Mstep: Class 10 contains 82050 members 
Mstep: Class 11 contains 59341 members 
Mstep: Class 12 contains 80656 members 
Mstep: Class 13 contains 80990 members 
Mstep: Class 14 contains 100991 members 
Mstep: Class 15 contains 60770 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 46640 members 
Mstep: Class 18 contains 90716 members 
Mstep: Class 19 contains 1936 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207316416.000000 Penalty: 65616.828125
Iteration 14F: 20 clusters Score -2.073164e+08 nChanged 70700
Entering Unmasked Mstep 
Mstep: Class 0 contains 178 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 105902 members 
Mstep: Class 3 contains 75867 members 
Mstep: Class 4 contains 54004 members 
Mstep: Class 5 contains 79814 members 
Mstep: Class 6 contains 65673 members 
Mstep: Class 7 contains 2586 members 
Mstep: Class 8 contains 84679 members 
Mstep: Class 9 contains 22487 members 
Mstep: Class 10 contains 80571 members 
Mstep: Class 11 contains 68560 members 
Mstep: Class 12 contains 79074 members 
Mstep: Class 13 contains 78201 members 
Mstep: Class 14 contains 98740 members 
Mstep: Class 15 contains 58349 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 61493 members 
Mstep: Class 18 contains 88588 members 
Mstep: Class 19 contains 1872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207350448.000000 Penalty: 65616.828125
Iteration 15F: 20 clusters Score -2.073504e+08 nChanged 78069
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 101842 members 
Mstep: Class 3 contains 74190 members 
Mstep: Class 4 contains 52679 members 
Mstep: Class 5 contains 77722 members 
Mstep: Class 6 contains 63183 members 
Mstep: Class 7 contains 2576 members 
Mstep: Class 8 contains 80961 members 
Mstep: Class 9 contains 23516 members 
Mstep: Class 10 contains 79438 members 
Mstep: Class 11 contains 77563 members 
Mstep: Class 12 contains 76888 members 
Mstep: Class 13 contains 74304 members 
Mstep: Class 14 contains 96174 members 
Mstep: Class 15 contains 55890 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 81128 members 
Mstep: Class 18 contains 86617 members 
Mstep: Class 19 contains 1820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207358704.000000 Penalty: 65616.828125
Iteration 16F: 20 clusters Score -2.073587e+08 nChanged 74878
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 7764 members 
Mstep: Class 2 contains 97707 members 
Mstep: Class 3 contains 73638 members 
Mstep: Class 4 contains 52769 members 
Mstep: Class 5 contains 77019 members 
Mstep: Class 6 contains 62596 members 
Mstep: Class 7 contains 2569 members 
Mstep: Class 8 contains 80035 members 
Mstep: Class 9 contains 24284 members 
Mstep: Class 10 contains 80394 members 
Mstep: Class 11 contains 86656 members 
Mstep: Class 12 contains 75258 members 
Mstep: Class 13 contains 72278 members 
Mstep: Class 14 contains 96843 members 
Mstep: Class 15 contains 55925 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 80727 members 
Mstep: Class 18 contains 86026 members 
Mstep: Class 19 contains 1788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207367008.000000 Penalty: 65616.828125
Iteration 17F: 20 clusters Score -2.07367e+08 nChanged 53302
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 7717 members 
Mstep: Class 2 contains 93897 members 
Mstep: Class 3 contains 73855 members 
Mstep: Class 4 contains 53187 members 
Mstep: Class 5 contains 76598 members 
Mstep: Class 6 contains 63673 members 
Mstep: Class 7 contains 2566 members 
Mstep: Class 8 contains 79289 members 
Mstep: Class 9 contains 25242 members 
Mstep: Class 10 contains 81548 members 
Mstep: Class 11 contains 94281 members 
Mstep: Class 12 contains 75105 members 
Mstep: Class 13 contains 71394 members 
Mstep: Class 14 contains 97753 members 
Mstep: Class 15 contains 56813 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 73663 members 
Mstep: Class 18 contains 85933 members 
Mstep: Class 19 contains 1762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207372752.000000 Penalty: 65616.828125
Iteration 18Q: 20 clusters Score -2.073728e+08 nChanged 47818
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 90851 members 
Mstep: Class 3 contains 73826 members 
Mstep: Class 4 contains 53402 members 
Mstep: Class 5 contains 75874 members 
Mstep: Class 6 contains 64277 members 
Mstep: Class 7 contains 2567 members 
Mstep: Class 8 contains 77972 members 
Mstep: Class 9 contains 26436 members 
Mstep: Class 10 contains 82238 members 
Mstep: Class 11 contains 97091 members 
Mstep: Class 12 contains 76840 members 
Mstep: Class 13 contains 72281 members 
Mstep: Class 14 contains 96901 members 
Mstep: Class 15 contains 57632 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 71171 members 
Mstep: Class 18 contains 85495 members 
Mstep: Class 19 contains 1737 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207377504.000000 Penalty: 65616.828125
Iteration 19Q: 20 clusters Score -2.073775e+08 nChanged 40050
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 7654 members 
Mstep: Class 2 contains 88113 members 
Mstep: Class 3 contains 73597 members 
Mstep: Class 4 contains 53418 members 
Mstep: Class 5 contains 75263 members 
Mstep: Class 6 contains 64528 members 
Mstep: Class 7 contains 2562 members 
Mstep: Class 8 contains 76505 members 
Mstep: Class 9 contains 27672 members 
Mstep: Class 10 contains 83055 members 
Mstep: Class 11 contains 96690 members 
Mstep: Class 12 contains 79178 members 
Mstep: Class 13 contains 73997 members 
Mstep: Class 14 contains 96621 members 
Mstep: Class 15 contains 58346 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 69992 members 
Mstep: Class 18 contains 85363 members 
Mstep: Class 19 contains 1722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207383744.000000 Penalty: 65616.828125
Iteration 20F: 20 clusters Score -2.073837e+08 nChanged 34182
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 85749 members 
Mstep: Class 3 contains 73256 members 
Mstep: Class 4 contains 53329 members 
Mstep: Class 5 contains 74727 members 
Mstep: Class 6 contains 64835 members 
Mstep: Class 7 contains 2557 members 
Mstep: Class 8 contains 75245 members 
Mstep: Class 9 contains 28893 members 
Mstep: Class 10 contains 83477 members 
Mstep: Class 11 contains 96580 members 
Mstep: Class 12 contains 81262 members 
Mstep: Class 13 contains 75545 members 
Mstep: Class 14 contains 96325 members 
Mstep: Class 15 contains 58982 members 
Mstep: Class 16 contains 1783 members 
Mstep: Class 17 contains 68895 members 
Mstep: Class 18 contains 85295 members 
Mstep: Class 19 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207388016.000000 Penalty: 65616.828125
Iteration 21Q: 20 clusters Score -2.07388e+08 nChanged 30043
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 7566 members 
Mstep: Class 2 contains 83651 members 
Mstep: Class 3 contains 72806 members 
Mstep: Class 4 contains 53129 members 
Mstep: Class 5 contains 74269 members 
Mstep: Class 6 contains 65303 members 
Mstep: Class 7 contains 2549 members 
Mstep: Class 8 contains 74049 members 
Mstep: Class 9 contains 30182 members 
Mstep: Class 10 contains 83910 members 
Mstep: Class 11 contains 96566 members 
Mstep: Class 12 contains 83322 members 
Mstep: Class 13 contains 76812 members 
Mstep: Class 14 contains 95899 members 
Mstep: Class 15 contains 59544 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 67971 members 
Mstep: Class 18 contains 85044 members 
Mstep: Class 19 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207391696.000000 Penalty: 65616.828125
Iteration 22Q: 20 clusters Score -2.073917e+08 nChanged 27627
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 82094 members 
Mstep: Class 3 contains 72308 members 
Mstep: Class 4 contains 52890 members 
Mstep: Class 5 contains 73895 members 
Mstep: Class 6 contains 65803 members 
Mstep: Class 7 contains 2545 members 
Mstep: Class 8 contains 72991 members 
Mstep: Class 9 contains 31447 members 
Mstep: Class 10 contains 84078 members 
Mstep: Class 11 contains 96474 members 
Mstep: Class 12 contains 85498 members 
Mstep: Class 13 contains 77913 members 
Mstep: Class 14 contains 95243 members 
Mstep: Class 15 contains 59908 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 67258 members 
Mstep: Class 18 contains 84709 members 
Mstep: Class 19 contains 1704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207396976.000000 Penalty: 65616.828125
Iteration 23Q: 20 clusters Score -2.07397e+08 nChanged 25324
Entering Unmasked Mstep 
Mstep: Class 0 contains 176 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 80821 members 
Mstep: Class 3 contains 71913 members 
Mstep: Class 4 contains 52564 members 
Mstep: Class 5 contains 73502 members 
Mstep: Class 6 contains 66071 members 
Mstep: Class 7 contains 2541 members 
Mstep: Class 8 contains 72111 members 
Mstep: Class 9 contains 32690 members 
Mstep: Class 10 contains 84154 members 
Mstep: Class 11 contains 96497 members 
Mstep: Class 12 contains 87269 members 
Mstep: Class 13 contains 78622 members 
Mstep: Class 14 contains 94809 members 
Mstep: Class 15 contains 60200 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66816 members 
Mstep: Class 18 contains 84514 members 
Mstep: Class 19 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207398544.000000 Penalty: 65616.828125
Iteration 24Q: 20 clusters Score -2.073985e+08 nChanged 23713
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 79808 members 
Mstep: Class 3 contains 71497 members 
Mstep: Class 4 contains 52215 members 
Mstep: Class 5 contains 73044 members 
Mstep: Class 6 contains 66321 members 
Mstep: Class 7 contains 2538 members 
Mstep: Class 8 contains 71452 members 
Mstep: Class 9 contains 33914 members 
Mstep: Class 10 contains 84039 members 
Mstep: Class 11 contains 96540 members 
Mstep: Class 12 contains 88871 members 
Mstep: Class 13 contains 79084 members 
Mstep: Class 14 contains 94347 members 
Mstep: Class 15 contains 60658 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66405 members 
Mstep: Class 18 contains 84407 members 
Mstep: Class 19 contains 1702 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207402192.000000 Penalty: 65616.828125
Iteration 25Q: 20 clusters Score -2.074022e+08 nChanged 22883
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 78952 members 
Mstep: Class 3 contains 70963 members 
Mstep: Class 4 contains 51975 members 
Mstep: Class 5 contains 72617 members 
Mstep: Class 6 contains 66472 members 
Mstep: Class 7 contains 2535 members 
Mstep: Class 8 contains 70893 members 
Mstep: Class 9 contains 35102 members 
Mstep: Class 10 contains 83953 members 
Mstep: Class 11 contains 96526 members 
Mstep: Class 12 contains 90449 members 
Mstep: Class 13 contains 79390 members 
Mstep: Class 14 contains 93941 members 
Mstep: Class 15 contains 61053 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66112 members 
Mstep: Class 18 contains 84228 members 
Mstep: Class 19 contains 1705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207404736.000000 Penalty: 65616.828125
Iteration 26Q: 20 clusters Score -2.074047e+08 nChanged 22196
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 78229 members 
Mstep: Class 3 contains 70437 members 
Mstep: Class 4 contains 51651 members 
Mstep: Class 5 contains 72192 members 
Mstep: Class 6 contains 66662 members 
Mstep: Class 7 contains 2532 members 
Mstep: Class 8 contains 70426 members 
Mstep: Class 9 contains 36269 members 
Mstep: Class 10 contains 83820 members 
Mstep: Class 11 contains 96483 members 
Mstep: Class 12 contains 91868 members 
Mstep: Class 13 contains 79476 members 
Mstep: Class 14 contains 93683 members 
Mstep: Class 15 contains 61443 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 65886 members 
Mstep: Class 18 contains 84112 members 
Mstep: Class 19 contains 1703 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207405152.000000 Penalty: 65616.828125
Iteration 27Q: 20 clusters Score -2.074052e+08 nChanged 21535
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 77610 members 
Mstep: Class 3 contains 69931 members 
Mstep: Class 4 contains 51298 members 
Mstep: Class 5 contains 71750 members 
Mstep: Class 6 contains 66790 members 
Mstep: Class 7 contains 2530 members 
Mstep: Class 8 contains 70065 members 
Mstep: Class 9 contains 37439 members 
Mstep: Class 10 contains 83704 members 
Mstep: Class 11 contains 96354 members 
Mstep: Class 12 contains 93013 members 
Mstep: Class 13 contains 79340 members 
Mstep: Class 14 contains 93510 members 
Mstep: Class 15 contains 61897 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 65819 members 
Mstep: Class 18 contains 84118 members 
Mstep: Class 19 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207406240.000000 Penalty: 65616.828125
Iteration 28Q: 20 clusters Score -2.074062e+08 nChanged 20666
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 77106 members 
Mstep: Class 3 contains 69483 members 
Mstep: Class 4 contains 50918 members 
Mstep: Class 5 contains 71287 members 
Mstep: Class 6 contains 66752 members 
Mstep: Class 7 contains 2527 members 
Mstep: Class 8 contains 69933 members 
Mstep: Class 9 contains 38532 members 
Mstep: Class 10 contains 83582 members 
Mstep: Class 11 contains 96309 members 
Mstep: Class 12 contains 93910 members 
Mstep: Class 13 contains 79162 members 
Mstep: Class 14 contains 93426 members 
Mstep: Class 15 contains 62324 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 65782 members 
Mstep: Class 18 contains 84127 members 
Mstep: Class 19 contains 1711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207407312.000000 Penalty: 65616.828125
Iteration 29Q: 20 clusters Score -2.074073e+08 nChanged 19877
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 76642 members 
Mstep: Class 3 contains 68999 members 
Mstep: Class 4 contains 50545 members 
Mstep: Class 5 contains 70785 members 
Mstep: Class 6 contains 66897 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 69980 members 
Mstep: Class 9 contains 39577 members 
Mstep: Class 10 contains 83390 members 
Mstep: Class 11 contains 96359 members 
Mstep: Class 12 contains 94666 members 
Mstep: Class 13 contains 78910 members 
Mstep: Class 14 contains 93338 members 
Mstep: Class 15 contains 62664 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 65748 members 
Mstep: Class 18 contains 84127 members 
Mstep: Class 19 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207406496.000000 Penalty: 65616.828125
Iteration 30Q: 20 clusters Score -2.074065e+08 nChanged 19009
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 76300 members 
Mstep: Class 3 contains 68539 members 
Mstep: Class 4 contains 50116 members 
Mstep: Class 5 contains 70377 members 
Mstep: Class 6 contains 66957 members 
Mstep: Class 7 contains 2529 members 
Mstep: Class 8 contains 70001 members 
Mstep: Class 9 contains 40582 members 
Mstep: Class 10 contains 83228 members 
Mstep: Class 11 contains 96381 members 
Mstep: Class 12 contains 95164 members 
Mstep: Class 13 contains 78556 members 
Mstep: Class 14 contains 93379 members 
Mstep: Class 15 contains 63035 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 65873 members 
Mstep: Class 18 contains 84138 members 
Mstep: Class 19 contains 1714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207407376.000000 Penalty: 65616.828125
Iteration 31Q: 20 clusters Score -2.074074e+08 nChanged 17928
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 75983 members 
Mstep: Class 3 contains 68179 members 
Mstep: Class 4 contains 49829 members 
Mstep: Class 5 contains 69860 members 
Mstep: Class 6 contains 66965 members 
Mstep: Class 7 contains 2528 members 
Mstep: Class 8 contains 70090 members 
Mstep: Class 9 contains 41513 members 
Mstep: Class 10 contains 83024 members 
Mstep: Class 11 contains 96442 members 
Mstep: Class 12 contains 95560 members 
Mstep: Class 13 contains 78231 members 
Mstep: Class 14 contains 93283 members 
Mstep: Class 15 contains 63546 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 65957 members 
Mstep: Class 18 contains 84153 members 
Mstep: Class 19 contains 1713 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207406944.000000 Penalty: 65616.828125
Iteration 32Q: 20 clusters Score -2.074069e+08 nChanged 17257
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 75726 members 
Mstep: Class 3 contains 67898 members 
Mstep: Class 4 contains 49494 members 
Mstep: Class 5 contains 69410 members 
Mstep: Class 6 contains 66931 members 
Mstep: Class 7 contains 2524 members 
Mstep: Class 8 contains 70184 members 
Mstep: Class 9 contains 42416 members 
Mstep: Class 10 contains 82854 members 
Mstep: Class 11 contains 96468 members 
Mstep: Class 12 contains 95991 members 
Mstep: Class 13 contains 77868 members 
Mstep: Class 14 contains 93251 members 
Mstep: Class 15 contains 63874 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66052 members 
Mstep: Class 18 contains 84197 members 
Mstep: Class 19 contains 1712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207408224.000000 Penalty: 65616.828125
Iteration 33Q: 20 clusters Score -2.074082e+08 nChanged 16524
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7428 members 
Mstep: Class 2 contains 75496 members 
Mstep: Class 3 contains 67631 members 
Mstep: Class 4 contains 49154 members 
Mstep: Class 5 contains 69032 members 
Mstep: Class 6 contains 66849 members 
Mstep: Class 7 contains 2520 members 
Mstep: Class 8 contains 70254 members 
Mstep: Class 9 contains 43297 members 
Mstep: Class 10 contains 82650 members 
Mstep: Class 11 contains 96455 members 
Mstep: Class 12 contains 96332 members 
Mstep: Class 13 contains 77616 members 
Mstep: Class 14 contains 93181 members 
Mstep: Class 15 contains 64271 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66199 members 
Mstep: Class 18 contains 84201 members 
Mstep: Class 19 contains 1710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207409968.000000 Penalty: 65616.828125
Iteration 34Q: 20 clusters Score -2.0741e+08 nChanged 15836
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 75204 members 
Mstep: Class 3 contains 67384 members 
Mstep: Class 4 contains 48862 members 
Mstep: Class 5 contains 68674 members 
Mstep: Class 6 contains 66710 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 70366 members 
Mstep: Class 9 contains 44152 members 
Mstep: Class 10 contains 82467 members 
Mstep: Class 11 contains 96426 members 
Mstep: Class 12 contains 96741 members 
Mstep: Class 13 contains 77315 members 
Mstep: Class 14 contains 93074 members 
Mstep: Class 15 contains 64734 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66366 members 
Mstep: Class 18 contains 84152 members 
Mstep: Class 19 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207410944.000000 Penalty: 65616.828125
Iteration 35Q: 20 clusters Score -2.074109e+08 nChanged 14946
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7437 members 
Mstep: Class 2 contains 75018 members 
Mstep: Class 3 contains 67217 members 
Mstep: Class 4 contains 48620 members 
Mstep: Class 5 contains 68344 members 
Mstep: Class 6 contains 66538 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 70425 members 
Mstep: Class 9 contains 44906 members 
Mstep: Class 10 contains 82244 members 
Mstep: Class 11 contains 96440 members 
Mstep: Class 12 contains 97125 members 
Mstep: Class 13 contains 77087 members 
Mstep: Class 14 contains 92999 members 
Mstep: Class 15 contains 65114 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66470 members 
Mstep: Class 18 contains 84072 members 
Mstep: Class 19 contains 1708 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207411664.000000 Penalty: 65616.828125
Iteration 36Q: 20 clusters Score -2.074117e+08 nChanged 14379
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7451 members 
Mstep: Class 2 contains 74802 members 
Mstep: Class 3 contains 67096 members 
Mstep: Class 4 contains 48429 members 
Mstep: Class 5 contains 67974 members 
Mstep: Class 6 contains 66490 members 
Mstep: Class 7 contains 2511 members 
Mstep: Class 8 contains 70461 members 
Mstep: Class 9 contains 45698 members 
Mstep: Class 10 contains 82155 members 
Mstep: Class 11 contains 96417 members 
Mstep: Class 12 contains 97445 members 
Mstep: Class 13 contains 76752 members 
Mstep: Class 14 contains 92855 members 
Mstep: Class 15 contains 65425 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66640 members 
Mstep: Class 18 contains 83969 members 
Mstep: Class 19 contains 1706 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207412320.000000 Penalty: 65616.828125
Iteration 37Q: 20 clusters Score -2.074123e+08 nChanged 14104
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 74738 members 
Mstep: Class 3 contains 66966 members 
Mstep: Class 4 contains 48217 members 
Mstep: Class 5 contains 67612 members 
Mstep: Class 6 contains 66327 members 
Mstep: Class 7 contains 2512 members 
Mstep: Class 8 contains 70545 members 
Mstep: Class 9 contains 46432 members 
Mstep: Class 10 contains 81908 members 
Mstep: Class 11 contains 96451 members 
Mstep: Class 12 contains 97760 members 
Mstep: Class 13 contains 76466 members 
Mstep: Class 14 contains 92750 members 
Mstep: Class 15 contains 65682 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66782 members 
Mstep: Class 18 contains 83956 members 
Mstep: Class 19 contains 1701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207412480.000000 Penalty: 65616.828125
Iteration 38Q: 20 clusters Score -2.074125e+08 nChanged 13669
Entering ConstructFrom: 
Score: -207412480.000000 Penalty: 65616.828125
Entering ConstructFrom: 
Trying to split cluster 1 (7486 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7486 members 
Entering Unmasked Estep 
Score: -1325946.000000 Penalty: 2212.355957
	Iteration 0F: 2 clusters Score -1325946 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1320049.625000 Penalty: 4424.711914
	Iteration 0F: 3 clusters Score -1320050 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -1323985.250000 Penalty: 4424.711914
	Iteration 1F: 3 clusters Score -1323985 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -1326545.625000 Penalty: 4424.711914
	Iteration 2F: 3 clusters Score -1326546 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -1328610.500000 Penalty: 4424.711914
	Iteration 3F: 3 clusters Score -1328610 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1329762.125000 Penalty: 4424.711914
	Iteration 4F: 3 clusters Score -1329762 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5388 members 
Mstep: Class 2 contains 2098 members 
Entering Unmasked Estep 
Score: -1330313.625000 Penalty: 4424.711914
	Iteration 5Q: 3 clusters Score -1330314 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 1991 members 
Entering Unmasked Estep 
Score: -1330740.500000 Penalty: 4424.711914
	Iteration 6Q: 3 clusters Score -1330740 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5546 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1331032.250000 Penalty: 4424.711914
	Iteration 7Q: 3 clusters Score -1331032 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5571 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1331238.875000 Penalty: 4424.711914
	Iteration 8Q: 3 clusters Score -1331239 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1331385.000000 Penalty: 4424.711914
	Iteration 9Q: 3 clusters Score -1331385 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5579 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1331469.250000 Penalty: 4424.711914
	Iteration 10Q: 3 clusters Score -1331469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 1896 members 
Entering Unmasked Estep 
Score: -1331507.500000 Penalty: 4424.711914
	Iteration 11Q: 3 clusters Score -1331508 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1331529.750000 Penalty: 4424.711914
	Iteration 12Q: 3 clusters Score -1331530 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5594 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1331556.000000 Penalty: 4424.711914
	Iteration 13Q: 3 clusters Score -1331556 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -1331569.375000 Penalty: 4424.711914
	Iteration 14Q: 3 clusters Score -1331569 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1331573.375000 Penalty: 4424.711914
	Iteration 15Q: 3 clusters Score -1331573 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1331573.125000 Penalty: 4424.711914
	Iteration 16Q: 3 clusters Score -1331573 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5603 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -1331577.875000 Penalty: 4424.711914
	Iteration 17Q: 3 clusters Score -1331578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1331577.500000 Penalty: 4424.711914
	Iteration 18Q: 3 clusters Score -1331578 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5599 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1331575.250000 Penalty: 4424.711914
	Iteration 19Q: 3 clusters Score -1331575 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5600 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -1331614.375000 Penalty: 4424.711914
	Iteration 20F: 3 clusters Score -1331614 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5591 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1331719.625000 Penalty: 4424.711914
	Iteration 21Q: 3 clusters Score -1331720 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5569 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1331951.750000 Penalty: 4424.711914
	Iteration 22Q: 3 clusters Score -1331952 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5550 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -1332247.500000 Penalty: 4424.711914
	Iteration 23Q: 3 clusters Score -1332248 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -1332361.750000 Penalty: 4424.711914
	Iteration 24Q: 3 clusters Score -1332362 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5584 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1332411.250000 Penalty: 4424.711914
	Iteration 25Q: 3 clusters Score -1332411 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1332415.500000 Penalty: 4424.711914
	Iteration 26Q: 3 clusters Score -1332416 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5607 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -1332428.000000 Penalty: 4424.711914
	Iteration 27Q: 3 clusters Score -1332428 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -1332437.375000 Penalty: 4424.711914
	Iteration 28Q: 3 clusters Score -1332437 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -1332451.125000 Penalty: 4424.711914
	Iteration 29Q: 3 clusters Score -1332451 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -1332467.375000 Penalty: 4424.711914
	Iteration 30Q: 3 clusters Score -1332467 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5656 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1332470.875000 Penalty: 4424.711914
	Iteration 31Q: 3 clusters Score -1332471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -1332470.625000 Penalty: 4424.711914
	Iteration 32Q: 3 clusters Score -1332471 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1332488.750000 Penalty: 4424.711914
	Iteration 33Q: 3 clusters Score -1332489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5664 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -1332489.125000 Penalty: 4424.711914
	Iteration 34Q: 3 clusters Score -1332489 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1332490.875000 Penalty: 4424.711914
	Iteration 35Q: 3 clusters Score -1332491 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5667 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -1332704.250000 Penalty: 4424.711914
	Iteration 36F: 3 clusters Score -1332704 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -1332985.125000 Penalty: 4424.711914
	Iteration 37Q: 3 clusters Score -1332985 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1333066.875000 Penalty: 4424.711914
	Iteration 38Q: 3 clusters Score -1333067 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -1333076.000000 Penalty: 4424.711914
	Iteration 39Q: 3 clusters Score -1333076 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5670 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -1333179.250000 Penalty: 4424.711914
	Iteration 40F: 3 clusters Score -1333179 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1333267.625000 Penalty: 4424.711914
	Iteration 41Q: 3 clusters Score -1333268 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5688 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1333275.625000 Penalty: 4424.711914
	Iteration 42Q: 3 clusters Score -1333276 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -1333281.250000 Penalty: 4424.711914
	Iteration 43Q: 3 clusters Score -1333281 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5708 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1333287.125000 Penalty: 4424.711914
	Iteration 44Q: 3 clusters Score -1333287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1333291.000000 Penalty: 4424.711914
	Iteration 45Q: 3 clusters Score -1333291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -1333289.375000 Penalty: 4424.711914
	Iteration 46Q: 3 clusters Score -1333289 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1333288.125000 Penalty: 4424.711914
	Iteration 47Q: 3 clusters Score -1333288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5713 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -1333324.500000 Penalty: 4424.711914
	Iteration 48F: 3 clusters Score -1333324 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -1333353.125000 Penalty: 4424.711914
	Iteration 49Q: 3 clusters Score -1333353 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5718 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1333356.875000 Penalty: 4424.711914
	Iteration 50Q: 3 clusters Score -1333357 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1333356.125000 Penalty: 4424.711914
	Iteration 51Q: 3 clusters Score -1333356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -1333356.125000 Penalty: 4424.711914
	Iteration 52F: 3 clusters Score -1333356 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 74679 members 
Mstep: Class 3 contains 66781 members 
Mstep: Class 4 contains 48100 members 
Mstep: Class 5 contains 67295 members 
Mstep: Class 6 contains 66136 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 70573 members 
Mstep: Class 9 contains 47150 members 
Mstep: Class 10 contains 81719 members 
Mstep: Class 11 contains 96534 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Entering Unmasked Estep 
Score: -207416240.000000 Penalty: 69070.343750
Splitting cluster 1 changes total score from -207412480.000000 to -207416240.000000
So it's getting split into cluster 20.
Entering ConstructFrom: 
Trying to split cluster 2 (74679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74679 members 
Entering Unmasked Estep 
Score: -14926452.000000 Penalty: 2782.796631
	Iteration 0F: 2 clusters Score -1.492645e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 37277 members 
Entering Unmasked Estep 
Score: -14940808.000000 Penalty: 5565.593262
	Iteration 0F: 3 clusters Score -1.494081e+07 nChanged 35015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36991 members 
Mstep: Class 2 contains 37688 members 
Entering Unmasked Estep 
Score: -14960258.000000 Penalty: 5565.593262
	Iteration 1F: 3 clusters Score -1.496026e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -14960927.000000 Penalty: 5565.593262
	Iteration 2Q: 3 clusters Score -1.496093e+07 nChanged 3193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36540 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
Score: -14961659.000000 Penalty: 5565.593262
	Iteration 3Q: 3 clusters Score -1.496166e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36509 members 
Mstep: Class 2 contains 38170 members 
Entering Unmasked Estep 
Score: -14962520.000000 Penalty: 5565.593262
	Iteration 4Q: 3 clusters Score -1.496252e+07 nChanged 3418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36499 members 
Mstep: Class 2 contains 38180 members 
Entering Unmasked Estep 
Score: -14963944.000000 Penalty: 5565.593262
	Iteration 5Q: 3 clusters Score -1.496394e+07 nChanged 3972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36491 members 
Mstep: Class 2 contains 38188 members 
Entering Unmasked Estep 
Score: -14965849.000000 Penalty: 5565.593262
	Iteration 6F: 3 clusters Score -1.496585e+07 nChanged 4681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36656 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -14968972.000000 Penalty: 5565.593262
	Iteration 7F: 3 clusters Score -1.496897e+07 nChanged 5045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 37812 members 
Entering Unmasked Estep 
Score: -14972159.000000 Penalty: 5565.593262
	Iteration 8F: 3 clusters Score -1.497216e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -14973515.000000 Penalty: 5565.593262
	Iteration 9F: 3 clusters Score -1.497352e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37064 members 
Mstep: Class 2 contains 37615 members 
Entering Unmasked Estep 
Score: -14973796.000000 Penalty: 5565.593262
	Iteration 10Q: 3 clusters Score -1.49738e+07 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37094 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -14973841.000000 Penalty: 5565.593262
	Iteration 11Q: 3 clusters Score -1.497384e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37159 members 
Mstep: Class 2 contains 37520 members 
Entering Unmasked Estep 
Score: -14973750.000000 Penalty: 5565.593262
	Iteration 12Q: 3 clusters Score -1.497375e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37245 members 
Mstep: Class 2 contains 37434 members 
Entering Unmasked Estep 
Score: -14973770.000000 Penalty: 5565.593262
	Iteration 13Q: 3 clusters Score -1.497377e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37328 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -14973639.000000 Penalty: 5565.593262
	Iteration 14Q: 3 clusters Score -1.497364e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -14973592.000000 Penalty: 5565.593262
	Iteration 15Q: 3 clusters Score -1.497359e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37500 members 
Mstep: Class 2 contains 37179 members 
Entering Unmasked Estep 
Score: -14973489.000000 Penalty: 5565.593262
	Iteration 16Q: 3 clusters Score -1.497349e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37561 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -14973343.000000 Penalty: 5565.593262
	Iteration 17Q: 3 clusters Score -1.497334e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37608 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -14973323.000000 Penalty: 5565.593262
	Iteration 18Q: 3 clusters Score -1.497332e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37664 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -14973273.000000 Penalty: 5565.593262
	Iteration 19Q: 3 clusters Score -1.497327e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 36946 members 
Entering Unmasked Estep 
Score: -14973298.000000 Penalty: 5565.593262
	Iteration 20F: 3 clusters Score -1.49733e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 36859 members 
Entering Unmasked Estep 
Score: -14973283.000000 Penalty: 5565.593262
	Iteration 21Q: 3 clusters Score -1.497328e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37887 members 
Mstep: Class 2 contains 36792 members 
Entering Unmasked Estep 
Score: -14973280.000000 Penalty: 5565.593262
	Iteration 22Q: 3 clusters Score -1.497328e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37971 members 
Mstep: Class 2 contains 36708 members 
Entering Unmasked Estep 
Score: -14973243.000000 Penalty: 5565.593262
	Iteration 23Q: 3 clusters Score -1.497324e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38034 members 
Mstep: Class 2 contains 36645 members 
Entering Unmasked Estep 
Score: -14973229.000000 Penalty: 5565.593262
	Iteration 24Q: 3 clusters Score -1.497323e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38094 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -14973256.000000 Penalty: 5565.593262
	Iteration 25Q: 3 clusters Score -1.497326e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38137 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -14973236.000000 Penalty: 5565.593262
	Iteration 26Q: 3 clusters Score -1.497324e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38177 members 
Mstep: Class 2 contains 36502 members 
Entering Unmasked Estep 
Score: -14973247.000000 Penalty: 5565.593262
	Iteration 27Q: 3 clusters Score -1.497325e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -14973259.000000 Penalty: 5565.593262
	Iteration 28Q: 3 clusters Score -1.497326e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 36426 members 
Entering Unmasked Estep 
Score: -14973257.000000 Penalty: 5565.593262
	Iteration 29Q: 3 clusters Score -1.497326e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38290 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -14973261.000000 Penalty: 5565.593262
	Iteration 30Q: 3 clusters Score -1.497326e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38324 members 
Mstep: Class 2 contains 36355 members 
Entering Unmasked Estep 
Score: -14973262.000000 Penalty: 5565.593262
	Iteration 31Q: 3 clusters Score -1.497326e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38329 members 
Mstep: Class 2 contains 36350 members 
Entering Unmasked Estep 
Score: -14973279.000000 Penalty: 5565.593262
	Iteration 32Q: 3 clusters Score -1.497328e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38332 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -14973274.000000 Penalty: 5565.593262
	Iteration 33Q: 3 clusters Score -1.497327e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38304 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -14973277.000000 Penalty: 5565.593262
	Iteration 34Q: 3 clusters Score -1.497328e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38272 members 
Mstep: Class 2 contains 36407 members 
Entering Unmasked Estep 
Score: -14973294.000000 Penalty: 5565.593262
	Iteration 35Q: 3 clusters Score -1.497329e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38234 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -14973337.000000 Penalty: 5565.593262
	Iteration 36Q: 3 clusters Score -1.497334e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -14973356.000000 Penalty: 5565.593262
	Iteration 37Q: 3 clusters Score -1.497336e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38199 members 
Mstep: Class 2 contains 36480 members 
Entering Unmasked Estep 
Score: -14973405.000000 Penalty: 5565.593262
	Iteration 38Q: 3 clusters Score -1.49734e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -14973415.000000 Penalty: 5565.593262
	Iteration 39Q: 3 clusters Score -1.497342e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38198 members 
Mstep: Class 2 contains 36481 members 
Entering Unmasked Estep 
Score: -14973467.000000 Penalty: 5565.593262
	Iteration 40F: 3 clusters Score -1.497347e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38224 members 
Mstep: Class 2 contains 36455 members 
Entering Unmasked Estep 
Score: -14973484.000000 Penalty: 5565.593262
	Iteration 41Q: 3 clusters Score -1.497348e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38269 members 
Mstep: Class 2 contains 36410 members 
Entering Unmasked Estep 
Score: -14973515.000000 Penalty: 5565.593262
	Iteration 42Q: 3 clusters Score -1.497352e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38328 members 
Mstep: Class 2 contains 36351 members 
Entering Unmasked Estep 
Score: -14973563.000000 Penalty: 5565.593262
	Iteration 43Q: 3 clusters Score -1.497356e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38372 members 
Mstep: Class 2 contains 36307 members 
Entering Unmasked Estep 
Score: -14973570.000000 Penalty: 5565.593262
	Iteration 44Q: 3 clusters Score -1.497357e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38430 members 
Mstep: Class 2 contains 36249 members 
Entering Unmasked Estep 
Score: -14973636.000000 Penalty: 5565.593262
	Iteration 45Q: 3 clusters Score -1.497364e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38471 members 
Mstep: Class 2 contains 36208 members 
Entering Unmasked Estep 
Score: -14973651.000000 Penalty: 5565.593262
	Iteration 46Q: 3 clusters Score -1.497365e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38483 members 
Mstep: Class 2 contains 36196 members 
Entering Unmasked Estep 
Score: -14973640.000000 Penalty: 5565.593262
	Iteration 47Q: 3 clusters Score -1.497364e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38466 members 
Mstep: Class 2 contains 36213 members 
Entering Unmasked Estep 
Score: -14973696.000000 Penalty: 5565.593262
	Iteration 48Q: 3 clusters Score -1.49737e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38425 members 
Mstep: Class 2 contains 36254 members 
Entering Unmasked Estep 
Score: -14973744.000000 Penalty: 5565.593262
	Iteration 49Q: 3 clusters Score -1.497374e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38379 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -14973816.000000 Penalty: 5565.593262
	Iteration 50Q: 3 clusters Score -1.497382e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38342 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
Score: -14973900.000000 Penalty: 5565.593262
	Iteration 51Q: 3 clusters Score -1.49739e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38287 members 
Mstep: Class 2 contains 36392 members 
Entering Unmasked Estep 
Score: -14973954.000000 Penalty: 5565.593262
	Iteration 52Q: 3 clusters Score -1.497395e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 36436 members 
Entering Unmasked Estep 
Score: -14974015.000000 Penalty: 5565.593262
	Iteration 53Q: 3 clusters Score -1.497402e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 36506 members 
Entering Unmasked Estep 
Score: -14974089.000000 Penalty: 5565.593262
	Iteration 54Q: 3 clusters Score -1.497409e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38080 members 
Mstep: Class 2 contains 36599 members 
Entering Unmasked Estep 
Score: -14974167.000000 Penalty: 5565.593262
	Iteration 55Q: 3 clusters Score -1.497417e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37988 members 
Mstep: Class 2 contains 36691 members 
Entering Unmasked Estep 
Score: -14974151.000000 Penalty: 5565.593262
	Iteration 56Q: 3 clusters Score -1.497415e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 36811 members 
Entering Unmasked Estep 
Score: -14974185.000000 Penalty: 5565.593262
	Iteration 57Q: 3 clusters Score -1.497418e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37736 members 
Mstep: Class 2 contains 36943 members 
Entering Unmasked Estep 
Score: -14974255.000000 Penalty: 5565.593262
	Iteration 58Q: 3 clusters Score -1.497426e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 37098 members 
Entering Unmasked Estep 
Score: -14974356.000000 Penalty: 5565.593262
	Iteration 59Q: 3 clusters Score -1.497436e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37454 members 
Mstep: Class 2 contains 37225 members 
Entering Unmasked Estep 
Score: -14974476.000000 Penalty: 5565.593262
	Iteration 60F: 3 clusters Score -1.497448e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37338 members 
Mstep: Class 2 contains 37341 members 
Entering Unmasked Estep 
Score: -14974520.000000 Penalty: 5565.593262
	Iteration 61Q: 3 clusters Score -1.497452e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37241 members 
Mstep: Class 2 contains 37438 members 
Entering Unmasked Estep 
Score: -14974653.000000 Penalty: 5565.593262
	Iteration 62Q: 3 clusters Score -1.497465e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -14974679.000000 Penalty: 5565.593262
	Iteration 63Q: 3 clusters Score -1.497468e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37074 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -14974762.000000 Penalty: 5565.593262
	Iteration 64Q: 3 clusters Score -1.497476e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37020 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -14974870.000000 Penalty: 5565.593262
	Iteration 65Q: 3 clusters Score -1.497487e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36972 members 
Mstep: Class 2 contains 37707 members 
Entering Unmasked Estep 
Score: -14974987.000000 Penalty: 5565.593262
	Iteration 66Q: 3 clusters Score -1.497499e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 37769 members 
Entering Unmasked Estep 
Score: -14974992.000000 Penalty: 5565.593262
	Iteration 67Q: 3 clusters Score -1.497499e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36866 members 
Mstep: Class 2 contains 37813 members 
Entering Unmasked Estep 
Score: -14975121.000000 Penalty: 5565.593262
	Iteration 68Q: 3 clusters Score -1.497512e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36805 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -14975208.000000 Penalty: 5565.593262
	Iteration 69Q: 3 clusters Score -1.497521e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36747 members 
Mstep: Class 2 contains 37932 members 
Entering Unmasked Estep 
Score: -14975266.000000 Penalty: 5565.593262
	Iteration 70Q: 3 clusters Score -1.497527e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36683 members 
Mstep: Class 2 contains 37996 members 
Entering Unmasked Estep 
Score: -14975342.000000 Penalty: 5565.593262
	Iteration 71Q: 3 clusters Score -1.497534e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 38058 members 
Entering Unmasked Estep 
Score: -14975449.000000 Penalty: 5565.593262
	Iteration 72Q: 3 clusters Score -1.497545e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36530 members 
Mstep: Class 2 contains 38149 members 
Entering Unmasked Estep 
Score: -14975560.000000 Penalty: 5565.593262
	Iteration 73Q: 3 clusters Score -1.497556e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36473 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -14975591.000000 Penalty: 5565.593262
	Iteration 74Q: 3 clusters Score -1.497559e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -14975567.000000 Penalty: 5565.593262
	Iteration 75Q: 3 clusters Score -1.497557e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36376 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -14975605.000000 Penalty: 5565.593262
	Iteration 76Q: 3 clusters Score -1.49756e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36343 members 
Mstep: Class 2 contains 38336 members 
Entering Unmasked Estep 
Score: -14975688.000000 Penalty: 5565.593262
	Iteration 77Q: 3 clusters Score -1.497569e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -14975768.000000 Penalty: 5565.593262
	Iteration 78Q: 3 clusters Score -1.497577e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36313 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -14975791.000000 Penalty: 5565.593262
	Iteration 79Q: 3 clusters Score -1.497579e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36324 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -14975791.000000 Penalty: 5565.593262
	Iteration 80F: 3 clusters Score -1.497579e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36339 members 
Mstep: Class 2 contains 38340 members 
Entering Unmasked Estep 
Score: -14975861.000000 Penalty: 5565.593262
	Iteration 81Q: 3 clusters Score -1.497586e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -14975928.000000 Penalty: 5565.593262
	Iteration 82Q: 3 clusters Score -1.497593e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -1.497594e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36329 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -14976048.000000 Penalty: 5565.593262
	Iteration 84Q: 3 clusters Score -1.497605e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36341 members 
Mstep: Class 2 contains 38338 members 
Entering Unmasked Estep 
Score: -14976072.000000 Penalty: 5565.593262
	Iteration 85Q: 3 clusters Score -1.497607e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36355 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -14976142.000000 Penalty: 5565.593262
	Iteration 86Q: 3 clusters Score -1.497614e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 38330 members 
Entering Unmasked Estep 
Score: -14976224.000000 Penalty: 5565.593262
	Iteration 87Q: 3 clusters Score -1.497622e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 38358 members 
Entering Unmasked Estep 
Score: -14976275.000000 Penalty: 5565.593262
	Iteration 88Q: 3 clusters Score -1.497628e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36283 members 
Mstep: Class 2 contains 38396 members 
Entering Unmasked Estep 
Score: -14976352.000000 Penalty: 5565.593262
	Iteration 89Q: 3 clusters Score -1.497635e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 38446 members 
Entering Unmasked Estep 
Score: -14976408.000000 Penalty: 5565.593262
	Iteration 90Q: 3 clusters Score -1.497641e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36179 members 
Mstep: Class 2 contains 38500 members 
Entering Unmasked Estep 
Score: -14976405.000000 Penalty: 5565.593262
	Iteration 91Q: 3 clusters Score -1.49764e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36141 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -14976447.000000 Penalty: 5565.593262
	Iteration 92Q: 3 clusters Score -1.497645e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36105 members 
Mstep: Class 2 contains 38574 members 
Entering Unmasked Estep 
Score: -14976511.000000 Penalty: 5565.593262
	Iteration 93Q: 3 clusters Score -1.497651e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36063 members 
Mstep: Class 2 contains 38616 members 
Entering Unmasked Estep 
Score: -14976584.000000 Penalty: 5565.593262
	Iteration 94Q: 3 clusters Score -1.497658e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36024 members 
Mstep: Class 2 contains 38655 members 
Entering Unmasked Estep 
Score: -14976572.000000 Penalty: 5565.593262
	Iteration 95Q: 3 clusters Score -1.497657e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35973 members 
Mstep: Class 2 contains 38706 members 
Entering Unmasked Estep 
Score: -14976595.000000 Penalty: 5565.593262
	Iteration 96Q: 3 clusters Score -1.49766e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35922 members 
Mstep: Class 2 contains 38757 members 
Entering Unmasked Estep 
Score: -14976597.000000 Penalty: 5565.593262
	Iteration 97Q: 3 clusters Score -1.49766e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 38817 members 
Entering Unmasked Estep 
Score: -14976612.000000 Penalty: 5565.593262
	Iteration 98Q: 3 clusters Score -1.497661e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35824 members 
Mstep: Class 2 contains 38855 members 
Entering Unmasked Estep 
Score: -14976612.000000 Penalty: 5565.593262
	Iteration 99Q: 3 clusters Score -1.497661e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35788 members 
Mstep: Class 2 contains 38891 members 
Entering Unmasked Estep 
Score: -14976643.000000 Penalty: 5565.593262
	Iteration 100F: 3 clusters Score -1.497664e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 38892 members 
Entering Unmasked Estep 
Score: -14976666.000000 Penalty: 5565.593262
	Iteration 101Q: 3 clusters Score -1.497667e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35764 members 
Mstep: Class 2 contains 38915 members 
Entering Unmasked Estep 
Score: -14976677.000000 Penalty: 5565.593262
	Iteration 102Q: 3 clusters Score -1.497668e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 38938 members 
Entering Unmasked Estep 
Score: -14976677.000000 Penalty: 5565.593262
	Iteration 103Q: 3 clusters Score -1.497668e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35739 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -14976748.000000 Penalty: 5565.593262
	Iteration 104Q: 3 clusters Score -1.497675e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35760 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -14976754.000000 Penalty: 5565.593262
	Iteration 105Q: 3 clusters Score -1.497675e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35759 members 
Mstep: Class 2 contains 38920 members 
Entering Unmasked Estep 
Score: -14976831.000000 Penalty: 5565.593262
	Iteration 106Q: 3 clusters Score -1.497683e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35775 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -14976836.000000 Penalty: 5565.593262
	Iteration 107Q: 3 clusters Score -1.497684e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35799 members 
Mstep: Class 2 contains 38880 members 
Entering Unmasked Estep 
Score: -14976877.000000 Penalty: 5565.593262
	Iteration 108Q: 3 clusters Score -1.497688e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 38848 members 
Entering Unmasked Estep 
Score: -14976907.000000 Penalty: 5565.593262
	Iteration 109Q: 3 clusters Score -1.497691e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35839 members 
Mstep: Class 2 contains 38840 members 
Entering Unmasked Estep 
Score: -14976909.000000 Penalty: 5565.593262
	Iteration 110Q: 3 clusters Score -1.497691e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -14976915.000000 Penalty: 5565.593262
	Iteration 111Q: 3 clusters Score -1.497692e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35889 members 
Mstep: Class 2 contains 38790 members 
Entering Unmasked Estep 
Score: -14976976.000000 Penalty: 5565.593262
	Iteration 112Q: 3 clusters Score -1.497698e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35921 members 
Mstep: Class 2 contains 38758 members 
Entering Unmasked Estep 
Score: -14976998.000000 Penalty: 5565.593262
	Iteration 113Q: 3 clusters Score -1.4977e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35938 members 
Mstep: Class 2 contains 38741 members 
Entering Unmasked Estep 
Score: -14977061.000000 Penalty: 5565.593262
	Iteration 114Q: 3 clusters Score -1.497706e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -1.497708e+07 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35974 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -14977122.000000 Penalty: 5565.593262
	Iteration 116Q: 3 clusters Score -1.497712e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35996 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -14977152.000000 Penalty: 5565.593262
	Iteration 117Q: 3 clusters Score -1.497715e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 38636 members 
Entering Unmasked Estep 
Score: -14977189.000000 Penalty: 5565.593262
	Iteration 118Q: 3 clusters Score -1.497719e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 38589 members 
Entering Unmasked Estep 
Score: -14977221.000000 Penalty: 5565.593262
	Iteration 119Q: 3 clusters Score -1.497722e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36122 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -14977223.000000 Penalty: 5565.593262
	Iteration 120F: 3 clusters Score -1.497722e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36142 members 
Mstep: Class 2 contains 38537 members 
Entering Unmasked Estep 
Score: -14977236.000000 Penalty: 5565.593262
	Iteration 121Q: 3 clusters Score -1.497724e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -14977264.000000 Penalty: 5565.593262
	Iteration 122Q: 3 clusters Score -1.497726e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 38497 members 
Entering Unmasked Estep 
Score: -14977269.000000 Penalty: 5565.593262
	Iteration 123Q: 3 clusters Score -1.497727e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36201 members 
Mstep: Class 2 contains 38478 members 
Entering Unmasked Estep 
Score: -14977289.000000 Penalty: 5565.593262
	Iteration 124Q: 3 clusters Score -1.497729e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36245 members 
Mstep: Class 2 contains 38434 members 
Entering Unmasked Estep 
Score: -14977292.000000 Penalty: 5565.593262
	Iteration 125Q: 3 clusters Score -1.497729e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -14977338.000000 Penalty: 5565.593262
	Iteration 126Q: 3 clusters Score -1.497734e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36330 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
Score: -14977371.000000 Penalty: 5565.593262
	Iteration 127Q: 3 clusters Score -1.497737e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36370 members 
Mstep: Class 2 contains 38309 members 
Entering Unmasked Estep 
Score: -14977396.000000 Penalty: 5565.593262
	Iteration 128Q: 3 clusters Score -1.49774e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 38290 members 
Entering Unmasked Estep 
Score: -14977365.000000 Penalty: 5565.593262
	Iteration 129Q: 3 clusters Score -1.497736e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36398 members 
Mstep: Class 2 contains 38281 members 
Entering Unmasked Estep 
Score: -14977401.000000 Penalty: 5565.593262
	Iteration 130Q: 3 clusters Score -1.49774e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36406 members 
Mstep: Class 2 contains 38273 members 
Entering Unmasked Estep 
Score: -14977451.000000 Penalty: 5565.593262
	Iteration 131Q: 3 clusters Score -1.497745e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36415 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -14977428.000000 Penalty: 5565.593262
	Iteration 132Q: 3 clusters Score -1.497743e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36426 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -14977461.000000 Penalty: 5565.593262
	Iteration 133Q: 3 clusters Score -1.497746e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36443 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -14977468.000000 Penalty: 5565.593262
	Iteration 134Q: 3 clusters Score -1.497747e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36459 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -14977483.000000 Penalty: 5565.593262
	Iteration 135Q: 3 clusters Score -1.497748e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -14977486.000000 Penalty: 5565.593262
	Iteration 136Q: 3 clusters Score -1.497749e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36481 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -14977482.000000 Penalty: 5565.593262
	Iteration 137Q: 3 clusters Score -1.497748e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36505 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -14977477.000000 Penalty: 5565.593262
	Iteration 138Q: 3 clusters Score -1.497748e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36524 members 
Mstep: Class 2 contains 38155 members 
Entering Unmasked Estep 
Score: -14977480.000000 Penalty: 5565.593262
	Iteration 139Q: 3 clusters Score -1.497748e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36546 members 
Mstep: Class 2 contains 38133 members 
Entering Unmasked Estep 
Score: -14977485.000000 Penalty: 5565.593262
	Iteration 140F: 3 clusters Score -1.497748e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36554 members 
Mstep: Class 2 contains 38125 members 
Entering Unmasked Estep 
Score: -14977461.000000 Penalty: 5565.593262
	Iteration 141Q: 3 clusters Score -1.497746e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36568 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -14977439.000000 Penalty: 5565.593262
	Iteration 142Q: 3 clusters Score -1.497744e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36582 members 
Mstep: Class 2 contains 38097 members 
Entering Unmasked Estep 
Score: -14977436.000000 Penalty: 5565.593262
	Iteration 143Q: 3 clusters Score -1.497744e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36597 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -14977440.000000 Penalty: 5565.593262
	Iteration 144Q: 3 clusters Score -1.497744e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36610 members 
Mstep: Class 2 contains 38069 members 
Entering Unmasked Estep 
Score: -14977437.000000 Penalty: 5565.593262
	Iteration 145Q: 3 clusters Score -1.497744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 38063 members 
Entering Unmasked Estep 
Score: -14977435.000000 Penalty: 5565.593262
	Iteration 146Q: 3 clusters Score -1.497744e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 38055 members 
Entering Unmasked Estep 
Score: -14977422.000000 Penalty: 5565.593262
	Iteration 147Q: 3 clusters Score -1.497742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36643 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -14977422.000000 Penalty: 5565.593262
	Iteration 148Q: 3 clusters Score -1.497742e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 38031 members 
Entering Unmasked Estep 
Score: -14977432.000000 Penalty: 5565.593262
	Iteration 149Q: 3 clusters Score -1.497743e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36649 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
Score: -14977450.000000 Penalty: 5565.593262
	Iteration 150Q: 3 clusters Score -1.497745e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -14977458.000000 Penalty: 5565.593262
	Iteration 151Q: 3 clusters Score -1.497746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -14977465.000000 Penalty: 5565.593262
	Iteration 152Q: 3 clusters Score -1.497746e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36653 members 
Mstep: Class 2 contains 38026 members 
Entering Unmasked Estep 
Score: -14977482.000000 Penalty: 5565.593262
	Iteration 153Q: 3 clusters Score -1.497748e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36655 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -14977473.000000 Penalty: 5565.593262
	Iteration 154Q: 3 clusters Score -1.497747e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36659 members 
Mstep: Class 2 contains 38020 members 
Entering Unmasked Estep 
Score: -14977475.000000 Penalty: 5565.593262
	Iteration 155Q: 3 clusters Score -1.497748e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36660 members 
Mstep: Class 2 contains 38019 members 
Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -1.497747e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36669 members 
Mstep: Class 2 contains 38010 members 
Entering Unmasked Estep 
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	Iteration 157Q: 3 clusters Score -1.497746e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36675 members 
Mstep: Class 2 contains 38004 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -1.497748e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36685 members 
Mstep: Class 2 contains 37994 members 
Entering Unmasked Estep 
Score: -14977500.000000 Penalty: 5565.593262
	Iteration 159Q: 3 clusters Score -1.49775e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 37992 members 
Entering Unmasked Estep 
Score: -14977510.000000 Penalty: 5565.593262
	Iteration 160F: 3 clusters Score -1.497751e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 37988 members 
Entering Unmasked Estep 
Score: -14977518.000000 Penalty: 5565.593262
	Iteration 161Q: 3 clusters Score -1.497752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -14977524.000000 Penalty: 5565.593262
	Iteration 162Q: 3 clusters Score -1.497752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36688 members 
Mstep: Class 2 contains 37991 members 
Entering Unmasked Estep 
Score: -14977538.000000 Penalty: 5565.593262
	Iteration 163Q: 3 clusters Score -1.497754e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36689 members 
Mstep: Class 2 contains 37990 members 
Entering Unmasked Estep 
Score: -14977542.000000 Penalty: 5565.593262
	Iteration 164Q: 3 clusters Score -1.497754e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36692 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -14977546.000000 Penalty: 5565.593262
	Iteration 165Q: 3 clusters Score -1.497755e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -14977540.000000 Penalty: 5565.593262
	Iteration 166Q: 3 clusters Score -1.497754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -14977543.000000 Penalty: 5565.593262
	Iteration 167Q: 3 clusters Score -1.497754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -14977538.000000 Penalty: 5565.593262
	Iteration 168Q: 3 clusters Score -1.497754e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36705 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -14977560.000000 Penalty: 5565.593262
	Iteration 169Q: 3 clusters Score -1.497756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -14977550.000000 Penalty: 5565.593262
	Iteration 170Q: 3 clusters Score -1.497755e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36697 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -14977543.000000 Penalty: 5565.593262
	Iteration 171Q: 3 clusters Score -1.497754e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36700 members 
Mstep: Class 2 contains 37979 members 
Entering Unmasked Estep 
Score: -14977551.000000 Penalty: 5565.593262
	Iteration 172Q: 3 clusters Score -1.497755e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -14977544.000000 Penalty: 5565.593262
	Iteration 173Q: 3 clusters Score -1.497754e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36704 members 
Mstep: Class 2 contains 37975 members 
Entering Unmasked Estep 
Score: -14977562.000000 Penalty: 5565.593262
	Iteration 174Q: 3 clusters Score -1.497756e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36703 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -14977581.000000 Penalty: 5565.593262
	Iteration 175Q: 3 clusters Score -1.497758e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36706 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -14977568.000000 Penalty: 5565.593262
	Iteration 176Q: 3 clusters Score -1.497757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36711 members 
Mstep: Class 2 contains 37968 members 
Entering Unmasked Estep 
Score: -14977574.000000 Penalty: 5565.593262
	Iteration 177Q: 3 clusters Score -1.497757e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 37959 members 
Entering Unmasked Estep 
Score: -14977593.000000 Penalty: 5565.593262
	Iteration 178Q: 3 clusters Score -1.497759e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 37957 members 
Entering Unmasked Estep 
Score: -14977574.000000 Penalty: 5565.593262
	Iteration 179Q: 3 clusters Score -1.497757e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -14977585.000000 Penalty: 5565.593262
	Iteration 180F: 3 clusters Score -1.497758e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -14977565.000000 Penalty: 5565.593262
	Iteration 181Q: 3 clusters Score -1.497756e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -14977566.000000 Penalty: 5565.593262
	Iteration 182Q: 3 clusters Score -1.497757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -14977569.000000 Penalty: 5565.593262
	Iteration 183Q: 3 clusters Score -1.497757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36731 members 
Mstep: Class 2 contains 37948 members 
Entering Unmasked Estep 
Score: -14977562.000000 Penalty: 5565.593262
	Iteration 184Q: 3 clusters Score -1.497756e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -14977579.000000 Penalty: 5565.593262
	Iteration 185Q: 3 clusters Score -1.497758e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -14977566.000000 Penalty: 5565.593262
	Iteration 186Q: 3 clusters Score -1.497757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -14977568.000000 Penalty: 5565.593262
	Iteration 187Q: 3 clusters Score -1.497757e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36728 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -14977573.000000 Penalty: 5565.593262
	Iteration 188Q: 3 clusters Score -1.497757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 37950 members 
Entering Unmasked Estep 
Score: -14977567.000000 Penalty: 5565.593262
	Iteration 189Q: 3 clusters Score -1.497757e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36732 members 
Mstep: Class 2 contains 37947 members 
Entering Unmasked Estep 
Score: -14977566.000000 Penalty: 5565.593262
	Iteration 190Q: 3 clusters Score -1.497757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36733 members 
Mstep: Class 2 contains 37946 members 
Entering Unmasked Estep 
Score: -14977566.000000 Penalty: 5565.593262
	Iteration 191Q: 3 clusters Score -1.497757e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -14977569.000000 Penalty: 5565.593262
	Iteration 192Q: 3 clusters Score -1.497757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -14977569.000000 Penalty: 5565.593262
	Iteration 193F: 3 clusters Score -1.497757e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 66781 members 
Mstep: Class 4 contains 48100 members 
Mstep: Class 5 contains 67295 members 
Mstep: Class 6 contains 66136 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 70573 members 
Mstep: Class 9 contains 47150 members 
Mstep: Class 10 contains 81719 members 
Mstep: Class 11 contains 96534 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Entering Unmasked Estep 
Score: -207485392.000000 Penalty: 72523.859375
Splitting cluster 2 changes total score from -207412480.000000 to -207485392.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (66781 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66781 members 
Entering Unmasked Estep 
Score: -12653877.000000 Penalty: 2755.075195
	Iteration 0F: 2 clusters Score -1.265388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33569 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -12633031.000000 Penalty: 5510.150391
	Iteration 0F: 3 clusters Score -1.263303e+07 nChanged 31373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -12650523.000000 Penalty: 5510.150391
	Iteration 1F: 3 clusters Score -1.265052e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -12651253.000000 Penalty: 5510.150391
	Iteration 2Q: 3 clusters Score -1.265125e+07 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36018 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -12652038.000000 Penalty: 5510.150391
	Iteration 3Q: 3 clusters Score -1.265204e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36531 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -12653287.000000 Penalty: 5510.150391
	Iteration 4Q: 3 clusters Score -1.265329e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37052 members 
Mstep: Class 2 contains 29729 members 
Entering Unmasked Estep 
Score: -12655301.000000 Penalty: 5510.150391
	Iteration 5F: 3 clusters Score -1.26553e+07 nChanged 4209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 29130 members 
Entering Unmasked Estep 
Score: -12658210.000000 Penalty: 5510.150391
	Iteration 6F: 3 clusters Score -1.265821e+07 nChanged 4665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37936 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -12661395.000000 Penalty: 5510.150391
	Iteration 7F: 3 clusters Score -1.26614e+07 nChanged 4678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37704 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -12664460.000000 Penalty: 5510.150391
	Iteration 8F: 3 clusters Score -1.266446e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36922 members 
Mstep: Class 2 contains 29859 members 
Entering Unmasked Estep 
Score: -12666084.000000 Penalty: 5510.150391
	Iteration 9F: 3 clusters Score -1.266608e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35807 members 
Mstep: Class 2 contains 30974 members 
Entering Unmasked Estep 
Score: -12666681.000000 Penalty: 5510.150391
	Iteration 10Q: 3 clusters Score -1.266668e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34436 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -12666865.000000 Penalty: 5510.150391
	Iteration 11Q: 3 clusters Score -1.266686e+07 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33046 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -12666863.000000 Penalty: 5510.150391
	Iteration 12Q: 3 clusters Score -1.266686e+07 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31639 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -12666875.000000 Penalty: 5510.150391
	Iteration 13Q: 3 clusters Score -1.266688e+07 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 36520 members 
Entering Unmasked Estep 
Score: -12666845.000000 Penalty: 5510.150391
	Iteration 14Q: 3 clusters Score -1.266684e+07 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28890 members 
Mstep: Class 2 contains 37891 members 
Entering Unmasked Estep 
Score: -12666764.000000 Penalty: 5510.150391
	Iteration 15Q: 3 clusters Score -1.266676e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27562 members 
Mstep: Class 2 contains 39219 members 
Entering Unmasked Estep 
Score: -12666722.000000 Penalty: 5510.150391
	Iteration 16Q: 3 clusters Score -1.266672e+07 nChanged 1600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -12666704.000000 Penalty: 5510.150391
	Iteration 17Q: 3 clusters Score -1.26667e+07 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -12666579.000000 Penalty: 5510.150391
	Iteration 18Q: 3 clusters Score -1.266658e+07 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23825 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -12666418.000000 Penalty: 5510.150391
	Iteration 19Q: 3 clusters Score -1.266642e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -12666325.000000 Penalty: 5510.150391
	Iteration 20F: 3 clusters Score -1.266632e+07 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -12666243.000000 Penalty: 5510.150391
	Iteration 21Q: 3 clusters Score -1.266624e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -12666106.000000 Penalty: 5510.150391
	Iteration 22Q: 3 clusters Score -1.266611e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -12666029.000000 Penalty: 5510.150391
	Iteration 23Q: 3 clusters Score -1.266603e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21131 members 
Mstep: Class 2 contains 45650 members 
Entering Unmasked Estep 
Score: -12665991.000000 Penalty: 5510.150391
	Iteration 24Q: 3 clusters Score -1.266599e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21143 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -12666007.000000 Penalty: 5510.150391
	Iteration 25Q: 3 clusters Score -1.266601e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21168 members 
Mstep: Class 2 contains 45613 members 
Entering Unmasked Estep 
Score: -12665952.000000 Penalty: 5510.150391
	Iteration 26Q: 3 clusters Score -1.266595e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 45456 members 
Entering Unmasked Estep 
Score: -12665989.000000 Penalty: 5510.150391
	Iteration 27Q: 3 clusters Score -1.266599e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 45236 members 
Entering Unmasked Estep 
Score: -12666028.000000 Penalty: 5510.150391
	Iteration 28Q: 3 clusters Score -1.266603e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -12666070.000000 Penalty: 5510.150391
	Iteration 29Q: 3 clusters Score -1.266607e+07 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22051 members 
Mstep: Class 2 contains 44730 members 
Entering Unmasked Estep 
Score: -12666075.000000 Penalty: 5510.150391
	Iteration 30Q: 3 clusters Score -1.266608e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22299 members 
Mstep: Class 2 contains 44482 members 
Entering Unmasked Estep 
Score: -12666124.000000 Penalty: 5510.150391
	Iteration 31Q: 3 clusters Score -1.266612e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -12666147.000000 Penalty: 5510.150391
	Iteration 32Q: 3 clusters Score -1.266615e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -12666180.000000 Penalty: 5510.150391
	Iteration 33Q: 3 clusters Score -1.266618e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -12666178.000000 Penalty: 5510.150391
	Iteration 34Q: 3 clusters Score -1.266618e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -12666197.000000 Penalty: 5510.150391
	Iteration 35Q: 3 clusters Score -1.26662e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23539 members 
Mstep: Class 2 contains 43242 members 
Entering Unmasked Estep 
Score: -12666222.000000 Penalty: 5510.150391
	Iteration 36Q: 3 clusters Score -1.266622e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 43025 members 
Entering Unmasked Estep 
Score: -12666236.000000 Penalty: 5510.150391
	Iteration 37Q: 3 clusters Score -1.266624e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 42821 members 
Entering Unmasked Estep 
Score: -12666269.000000 Penalty: 5510.150391
	Iteration 38Q: 3 clusters Score -1.266627e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 42554 members 
Entering Unmasked Estep 
Score: -12666333.000000 Penalty: 5510.150391
	Iteration 39Q: 3 clusters Score -1.266633e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24478 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -12666392.000000 Penalty: 5510.150391
	Iteration 40F: 3 clusters Score -1.266639e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24759 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -12666404.000000 Penalty: 5510.150391
	Iteration 41Q: 3 clusters Score -1.26664e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25044 members 
Mstep: Class 2 contains 41737 members 
Entering Unmasked Estep 
Score: -12666477.000000 Penalty: 5510.150391
	Iteration 42Q: 3 clusters Score -1.266648e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25338 members 
Mstep: Class 2 contains 41443 members 
Entering Unmasked Estep 
Score: -12666531.000000 Penalty: 5510.150391
	Iteration 43Q: 3 clusters Score -1.266653e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 41173 members 
Entering Unmasked Estep 
Score: -12666567.000000 Penalty: 5510.150391
	Iteration 44Q: 3 clusters Score -1.266657e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25883 members 
Mstep: Class 2 contains 40898 members 
Entering Unmasked Estep 
Score: -12666613.000000 Penalty: 5510.150391
	Iteration 45Q: 3 clusters Score -1.266661e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26184 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -12666663.000000 Penalty: 5510.150391
	Iteration 46Q: 3 clusters Score -1.266666e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -12666709.000000 Penalty: 5510.150391
	Iteration 47Q: 3 clusters Score -1.266671e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26786 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -12666733.000000 Penalty: 5510.150391
	Iteration 48Q: 3 clusters Score -1.266673e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -12666771.000000 Penalty: 5510.150391
	Iteration 49Q: 3 clusters Score -1.266677e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27405 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -12666846.000000 Penalty: 5510.150391
	Iteration 50Q: 3 clusters Score -1.266685e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27761 members 
Mstep: Class 2 contains 39020 members 
Entering Unmasked Estep 
Score: -12666888.000000 Penalty: 5510.150391
	Iteration 51Q: 3 clusters Score -1.266689e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28119 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -12666927.000000 Penalty: 5510.150391
	Iteration 52Q: 3 clusters Score -1.266693e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 38260 members 
Entering Unmasked Estep 
Score: -12666967.000000 Penalty: 5510.150391
	Iteration 53Q: 3 clusters Score -1.266697e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -12667011.000000 Penalty: 5510.150391
	Iteration 54Q: 3 clusters Score -1.266701e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 37422 members 
Entering Unmasked Estep 
Score: -12667173.000000 Penalty: 5510.150391
	Iteration 55Q: 3 clusters Score -1.266717e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -12667161.000000 Penalty: 5510.150391
	Iteration 56Q: 3 clusters Score -1.266716e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 36546 members 
Entering Unmasked Estep 
Score: -12667197.000000 Penalty: 5510.150391
	Iteration 57Q: 3 clusters Score -1.26672e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30692 members 
Mstep: Class 2 contains 36089 members 
Entering Unmasked Estep 
Score: -12667232.000000 Penalty: 5510.150391
	Iteration 58Q: 3 clusters Score -1.266723e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 35625 members 
Entering Unmasked Estep 
Score: -12667345.000000 Penalty: 5510.150391
	Iteration 59Q: 3 clusters Score -1.266734e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 35201 members 
Entering Unmasked Estep 
Score: -12667461.000000 Penalty: 5510.150391
	Iteration 60F: 3 clusters Score -1.266746e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32007 members 
Mstep: Class 2 contains 34774 members 
Entering Unmasked Estep 
Score: -12667585.000000 Penalty: 5510.150391
	Iteration 61Q: 3 clusters Score -1.266758e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32416 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -12667667.000000 Penalty: 5510.150391
	Iteration 62Q: 3 clusters Score -1.266767e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 33970 members 
Entering Unmasked Estep 
Score: -12667782.000000 Penalty: 5510.150391
	Iteration 63Q: 3 clusters Score -1.266778e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -12667887.000000 Penalty: 5510.150391
	Iteration 64Q: 3 clusters Score -1.266789e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33583 members 
Mstep: Class 2 contains 33198 members 
Entering Unmasked Estep 
Score: -12667919.000000 Penalty: 5510.150391
	Iteration 65Q: 3 clusters Score -1.266792e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33922 members 
Mstep: Class 2 contains 32859 members 
Entering Unmasked Estep 
Score: -12667997.000000 Penalty: 5510.150391
	Iteration 66Q: 3 clusters Score -1.2668e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34226 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -12668013.000000 Penalty: 5510.150391
	Iteration 67Q: 3 clusters Score -1.266801e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34488 members 
Mstep: Class 2 contains 32293 members 
Entering Unmasked Estep 
Score: -12668033.000000 Penalty: 5510.150391
	Iteration 68Q: 3 clusters Score -1.266803e+07 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34672 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -12668031.000000 Penalty: 5510.150391
	Iteration 69Q: 3 clusters Score -1.266803e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34833 members 
Mstep: Class 2 contains 31948 members 
Entering Unmasked Estep 
Score: -12668125.000000 Penalty: 5510.150391
	Iteration 70Q: 3 clusters Score -1.266812e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34963 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -12668186.000000 Penalty: 5510.150391
	Iteration 71Q: 3 clusters Score -1.266819e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35057 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -12668203.000000 Penalty: 5510.150391
	Iteration 72Q: 3 clusters Score -1.26682e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 31661 members 
Entering Unmasked Estep 
Score: -12668222.000000 Penalty: 5510.150391
	Iteration 73Q: 3 clusters Score -1.266822e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 31654 members 
Entering Unmasked Estep 
Score: -12668278.000000 Penalty: 5510.150391
	Iteration 74Q: 3 clusters Score -1.266828e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35091 members 
Mstep: Class 2 contains 31690 members 
Entering Unmasked Estep 
Score: -12668257.000000 Penalty: 5510.150391
	Iteration 75Q: 3 clusters Score -1.266826e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 31763 members 
Entering Unmasked Estep 
Score: -12668190.000000 Penalty: 5510.150391
	Iteration 76Q: 3 clusters Score -1.266819e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -12668218.000000 Penalty: 5510.150391
	Iteration 77Q: 3 clusters Score -1.266822e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 31973 members 
Entering Unmasked Estep 
Score: -12668235.000000 Penalty: 5510.150391
	Iteration 78Q: 3 clusters Score -1.266824e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34665 members 
Mstep: Class 2 contains 32116 members 
Entering Unmasked Estep 
Score: -12668231.000000 Penalty: 5510.150391
	Iteration 79Q: 3 clusters Score -1.266823e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 32271 members 
Entering Unmasked Estep 
Score: -12668238.000000 Penalty: 5510.150391
	Iteration 80F: 3 clusters Score -1.266824e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34347 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -12668211.000000 Penalty: 5510.150391
	Iteration 81Q: 3 clusters Score -1.266821e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34163 members 
Mstep: Class 2 contains 32618 members 
Entering Unmasked Estep 
Score: -12668234.000000 Penalty: 5510.150391
	Iteration 82Q: 3 clusters Score -1.266823e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33996 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -12668189.000000 Penalty: 5510.150391
	Iteration 83Q: 3 clusters Score -1.266819e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33837 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -12668179.000000 Penalty: 5510.150391
	Iteration 84Q: 3 clusters Score -1.266818e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33669 members 
Mstep: Class 2 contains 33112 members 
Entering Unmasked Estep 
Score: -12668119.000000 Penalty: 5510.150391
	Iteration 85Q: 3 clusters Score -1.266812e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33497 members 
Mstep: Class 2 contains 33284 members 
Entering Unmasked Estep 
Score: -12668085.000000 Penalty: 5510.150391
	Iteration 86Q: 3 clusters Score -1.266808e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33336 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -12668043.000000 Penalty: 5510.150391
	Iteration 87Q: 3 clusters Score -1.266804e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33153 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -12668064.000000 Penalty: 5510.150391
	Iteration 88Q: 3 clusters Score -1.266806e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32972 members 
Mstep: Class 2 contains 33809 members 
Entering Unmasked Estep 
Score: -12668033.000000 Penalty: 5510.150391
	Iteration 89Q: 3 clusters Score -1.266803e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32785 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -12667981.000000 Penalty: 5510.150391
	Iteration 90Q: 3 clusters Score -1.266798e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32623 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -12667930.000000 Penalty: 5510.150391
	Iteration 91Q: 3 clusters Score -1.266793e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -12667918.000000 Penalty: 5510.150391
	Iteration 92Q: 3 clusters Score -1.266792e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32277 members 
Mstep: Class 2 contains 34504 members 
Entering Unmasked Estep 
Score: -12667866.000000 Penalty: 5510.150391
	Iteration 93Q: 3 clusters Score -1.266787e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32106 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -12667810.000000 Penalty: 5510.150391
	Iteration 94Q: 3 clusters Score -1.266781e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -12667819.000000 Penalty: 5510.150391
	Iteration 95Q: 3 clusters Score -1.266782e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31773 members 
Mstep: Class 2 contains 35008 members 
Entering Unmasked Estep 
Score: -12667767.000000 Penalty: 5510.150391
	Iteration 96Q: 3 clusters Score -1.266777e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31622 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -12667712.000000 Penalty: 5510.150391
	Iteration 97Q: 3 clusters Score -1.266771e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31481 members 
Mstep: Class 2 contains 35300 members 
Entering Unmasked Estep 
Score: -12667703.000000 Penalty: 5510.150391
	Iteration 98Q: 3 clusters Score -1.26677e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31340 members 
Mstep: Class 2 contains 35441 members 
Entering Unmasked Estep 
Score: -12667681.000000 Penalty: 5510.150391
	Iteration 99Q: 3 clusters Score -1.266768e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 35582 members 
Entering Unmasked Estep 
Score: -12667649.000000 Penalty: 5510.150391
	Iteration 100F: 3 clusters Score -1.266765e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 35747 members 
Entering Unmasked Estep 
Score: -12667647.000000 Penalty: 5510.150391
	Iteration 101Q: 3 clusters Score -1.266765e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30863 members 
Mstep: Class 2 contains 35918 members 
Entering Unmasked Estep 
Score: -12667612.000000 Penalty: 5510.150391
	Iteration 102Q: 3 clusters Score -1.266761e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30711 members 
Mstep: Class 2 contains 36070 members 
Entering Unmasked Estep 
Score: -12667597.000000 Penalty: 5510.150391
	Iteration 103Q: 3 clusters Score -1.26676e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -12667586.000000 Penalty: 5510.150391
	Iteration 104Q: 3 clusters Score -1.266759e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
Score: -12667548.000000 Penalty: 5510.150391
	Iteration 105Q: 3 clusters Score -1.266755e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30228 members 
Mstep: Class 2 contains 36553 members 
Entering Unmasked Estep 
Score: -12667542.000000 Penalty: 5510.150391
	Iteration 106Q: 3 clusters Score -1.266754e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 36702 members 
Entering Unmasked Estep 
Score: -12667530.000000 Penalty: 5510.150391
	Iteration 107Q: 3 clusters Score -1.266753e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29938 members 
Mstep: Class 2 contains 36843 members 
Entering Unmasked Estep 
Score: -12667479.000000 Penalty: 5510.150391
	Iteration 108Q: 3 clusters Score -1.266748e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29767 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -12667453.000000 Penalty: 5510.150391
	Iteration 109Q: 3 clusters Score -1.266745e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29589 members 
Mstep: Class 2 contains 37192 members 
Entering Unmasked Estep 
Score: -12667446.000000 Penalty: 5510.150391
	Iteration 110Q: 3 clusters Score -1.266745e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -12667373.000000 Penalty: 5510.150391
	Iteration 111Q: 3 clusters Score -1.266737e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 37528 members 
Entering Unmasked Estep 
Score: -12667331.000000 Penalty: 5510.150391
	Iteration 112Q: 3 clusters Score -1.266733e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 37716 members 
Entering Unmasked Estep 
Score: -12667324.000000 Penalty: 5510.150391
	Iteration 113Q: 3 clusters Score -1.266732e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28838 members 
Mstep: Class 2 contains 37943 members 
Entering Unmasked Estep 
Score: -12667289.000000 Penalty: 5510.150391
	Iteration 114Q: 3 clusters Score -1.266729e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -12667240.000000 Penalty: 5510.150391
	Iteration 115Q: 3 clusters Score -1.266724e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 38407 members 
Entering Unmasked Estep 
Score: -12667208.000000 Penalty: 5510.150391
	Iteration 116Q: 3 clusters Score -1.266721e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28166 members 
Mstep: Class 2 contains 38615 members 
Entering Unmasked Estep 
Score: -12667168.000000 Penalty: 5510.150391
	Iteration 117Q: 3 clusters Score -1.266717e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -12667149.000000 Penalty: 5510.150391
	Iteration 118Q: 3 clusters Score -1.266715e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 38985 members 
Entering Unmasked Estep 
Score: -12667138.000000 Penalty: 5510.150391
	Iteration 119Q: 3 clusters Score -1.266714e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -12667104.000000 Penalty: 5510.150391
	Iteration 120F: 3 clusters Score -1.26671e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 39314 members 
Entering Unmasked Estep 
Score: -12667054.000000 Penalty: 5510.150391
	Iteration 121Q: 3 clusters Score -1.266705e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27322 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -12667051.000000 Penalty: 5510.150391
	Iteration 122Q: 3 clusters Score -1.266705e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27190 members 
Mstep: Class 2 contains 39591 members 
Entering Unmasked Estep 
Score: -12667007.000000 Penalty: 5510.150391
	Iteration 123Q: 3 clusters Score -1.266701e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 39699 members 
Entering Unmasked Estep 
Score: -12666986.000000 Penalty: 5510.150391
	Iteration 124Q: 3 clusters Score -1.266699e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 39777 members 
Entering Unmasked Estep 
Score: -12666962.000000 Penalty: 5510.150391
	Iteration 125Q: 3 clusters Score -1.266696e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26956 members 
Mstep: Class 2 contains 39825 members 
Entering Unmasked Estep 
Score: -12666989.000000 Penalty: 5510.150391
	Iteration 126Q: 3 clusters Score -1.266699e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -12667041.000000 Penalty: 5510.150391
	Iteration 127Q: 3 clusters Score -1.266704e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26952 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -12667022.000000 Penalty: 5510.150391
	Iteration 128Q: 3 clusters Score -1.266702e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 39811 members 
Entering Unmasked Estep 
Score: -12667045.000000 Penalty: 5510.150391
	Iteration 129Q: 3 clusters Score -1.266704e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27022 members 
Mstep: Class 2 contains 39759 members 
Entering Unmasked Estep 
Score: -12667019.000000 Penalty: 5510.150391
	Iteration 130Q: 3 clusters Score -1.266702e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 39698 members 
Entering Unmasked Estep 
Score: -12667035.000000 Penalty: 5510.150391
	Iteration 131Q: 3 clusters Score -1.266704e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27161 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -12667041.000000 Penalty: 5510.150391
	Iteration 132Q: 3 clusters Score -1.266704e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 39541 members 
Entering Unmasked Estep 
Score: -12667045.000000 Penalty: 5510.150391
	Iteration 133Q: 3 clusters Score -1.266704e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27329 members 
Mstep: Class 2 contains 39452 members 
Entering Unmasked Estep 
Score: -12667056.000000 Penalty: 5510.150391
	Iteration 134Q: 3 clusters Score -1.266706e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 39358 members 
Entering Unmasked Estep 
Score: -12667052.000000 Penalty: 5510.150391
	Iteration 135Q: 3 clusters Score -1.266705e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27509 members 
Mstep: Class 2 contains 39272 members 
Entering Unmasked Estep 
Score: -12667044.000000 Penalty: 5510.150391
	Iteration 136Q: 3 clusters Score -1.266704e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -12667075.000000 Penalty: 5510.150391
	Iteration 137Q: 3 clusters Score -1.266708e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -12667094.000000 Penalty: 5510.150391
	Iteration 138Q: 3 clusters Score -1.266709e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27737 members 
Mstep: Class 2 contains 39044 members 
Entering Unmasked Estep 
Score: -12667075.000000 Penalty: 5510.150391
	Iteration 139Q: 3 clusters Score -1.266708e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 38959 members 
Entering Unmasked Estep 
Score: -12667082.000000 Penalty: 5510.150391
	Iteration 140F: 3 clusters Score -1.266708e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27903 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -12667100.000000 Penalty: 5510.150391
	Iteration 141Q: 3 clusters Score -1.26671e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27990 members 
Mstep: Class 2 contains 38791 members 
Entering Unmasked Estep 
Score: -12667107.000000 Penalty: 5510.150391
	Iteration 142Q: 3 clusters Score -1.266711e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 38703 members 
Entering Unmasked Estep 
Score: -12667089.000000 Penalty: 5510.150391
	Iteration 143Q: 3 clusters Score -1.266709e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28168 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -12667124.000000 Penalty: 5510.150391
	Iteration 144Q: 3 clusters Score -1.266712e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28272 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -12667159.000000 Penalty: 5510.150391
	Iteration 145Q: 3 clusters Score -1.266716e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 38401 members 
Entering Unmasked Estep 
Score: -12667151.000000 Penalty: 5510.150391
	Iteration 146Q: 3 clusters Score -1.266715e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 38298 members 
Entering Unmasked Estep 
Score: -12667166.000000 Penalty: 5510.150391
	Iteration 147Q: 3 clusters Score -1.266717e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 38205 members 
Entering Unmasked Estep 
Score: -12667172.000000 Penalty: 5510.150391
	Iteration 148Q: 3 clusters Score -1.266717e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -12667189.000000 Penalty: 5510.150391
	Iteration 149Q: 3 clusters Score -1.266719e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28768 members 
Mstep: Class 2 contains 38013 members 
Entering Unmasked Estep 
Score: -12667216.000000 Penalty: 5510.150391
	Iteration 150Q: 3 clusters Score -1.266722e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -12667203.000000 Penalty: 5510.150391
	Iteration 151Q: 3 clusters Score -1.26672e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28953 members 
Mstep: Class 2 contains 37828 members 
Entering Unmasked Estep 
Score: -12667235.000000 Penalty: 5510.150391
	Iteration 152Q: 3 clusters Score -1.266724e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29034 members 
Mstep: Class 2 contains 37747 members 
Entering Unmasked Estep 
Score: -12667236.000000 Penalty: 5510.150391
	Iteration 153Q: 3 clusters Score -1.266724e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29122 members 
Mstep: Class 2 contains 37659 members 
Entering Unmasked Estep 
Score: -12667257.000000 Penalty: 5510.150391
	Iteration 154Q: 3 clusters Score -1.266726e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29220 members 
Mstep: Class 2 contains 37561 members 
Entering Unmasked Estep 
Score: -12667254.000000 Penalty: 5510.150391
	Iteration 155Q: 3 clusters Score -1.266725e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29304 members 
Mstep: Class 2 contains 37477 members 
Entering Unmasked Estep 
Score: -12667277.000000 Penalty: 5510.150391
	Iteration 156Q: 3 clusters Score -1.266728e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -12667298.000000 Penalty: 5510.150391
	Iteration 157Q: 3 clusters Score -1.26673e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29498 members 
Mstep: Class 2 contains 37283 members 
Entering Unmasked Estep 
Score: -12667298.000000 Penalty: 5510.150391
	Iteration 158Q: 3 clusters Score -1.26673e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 37165 members 
Entering Unmasked Estep 
Score: -12667334.000000 Penalty: 5510.150391
	Iteration 159Q: 3 clusters Score -1.266733e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29746 members 
Mstep: Class 2 contains 37035 members 
Entering Unmasked Estep 
Score: -12667369.000000 Penalty: 5510.150391
	Iteration 160F: 3 clusters Score -1.266737e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29886 members 
Mstep: Class 2 contains 36895 members 
Entering Unmasked Estep 
Score: -12667389.000000 Penalty: 5510.150391
	Iteration 161Q: 3 clusters Score -1.266739e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -12667385.000000 Penalty: 5510.150391
	Iteration 162Q: 3 clusters Score -1.266738e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30206 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
Score: -12667420.000000 Penalty: 5510.150391
	Iteration 163Q: 3 clusters Score -1.266742e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30386 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -12667449.000000 Penalty: 5510.150391
	Iteration 164Q: 3 clusters Score -1.266745e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30562 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
Score: -12667495.000000 Penalty: 5510.150391
	Iteration 165Q: 3 clusters Score -1.26675e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30686 members 
Mstep: Class 2 contains 36095 members 
Entering Unmasked Estep 
Score: -12667527.000000 Penalty: 5510.150391
	Iteration 166Q: 3 clusters Score -1.266753e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 35948 members 
Entering Unmasked Estep 
Score: -12667546.000000 Penalty: 5510.150391
	Iteration 167Q: 3 clusters Score -1.266755e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -12667582.000000 Penalty: 5510.150391
	Iteration 168Q: 3 clusters Score -1.266758e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 35574 members 
Entering Unmasked Estep 
Score: -12667594.000000 Penalty: 5510.150391
	Iteration 169Q: 3 clusters Score -1.266759e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 35400 members 
Entering Unmasked Estep 
Score: -12667616.000000 Penalty: 5510.150391
	Iteration 170Q: 3 clusters Score -1.266762e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31541 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -12667645.000000 Penalty: 5510.150391
	Iteration 171Q: 3 clusters Score -1.266764e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31719 members 
Mstep: Class 2 contains 35062 members 
Entering Unmasked Estep 
Score: -12667694.000000 Penalty: 5510.150391
	Iteration 172Q: 3 clusters Score -1.266769e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31867 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -12667736.000000 Penalty: 5510.150391
	Iteration 173Q: 3 clusters Score -1.266774e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32011 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -12667715.000000 Penalty: 5510.150391
	Iteration 174Q: 3 clusters Score -1.266772e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 34637 members 
Entering Unmasked Estep 
Score: -12667768.000000 Penalty: 5510.150391
	Iteration 175Q: 3 clusters Score -1.266777e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32272 members 
Mstep: Class 2 contains 34509 members 
Entering Unmasked Estep 
Score: -12667799.000000 Penalty: 5510.150391
	Iteration 176Q: 3 clusters Score -1.26678e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32406 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -12667829.000000 Penalty: 5510.150391
	Iteration 177Q: 3 clusters Score -1.266783e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 34234 members 
Entering Unmasked Estep 
Score: -12667842.000000 Penalty: 5510.150391
	Iteration 178Q: 3 clusters Score -1.266784e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32699 members 
Mstep: Class 2 contains 34082 members 
Entering Unmasked Estep 
Score: -12667870.000000 Penalty: 5510.150391
	Iteration 179Q: 3 clusters Score -1.266787e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -12667921.000000 Penalty: 5510.150391
	Iteration 180F: 3 clusters Score -1.266792e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 33750 members 
Entering Unmasked Estep 
Score: -12667964.000000 Penalty: 5510.150391
	Iteration 181Q: 3 clusters Score -1.266796e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 33609 members 
Entering Unmasked Estep 
Score: -12667998.000000 Penalty: 5510.150391
	Iteration 182Q: 3 clusters Score -1.2668e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -12668007.000000 Penalty: 5510.150391
	Iteration 183Q: 3 clusters Score -1.266801e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 33355 members 
Entering Unmasked Estep 
Score: -12668042.000000 Penalty: 5510.150391
	Iteration 184Q: 3 clusters Score -1.266804e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 33269 members 
Entering Unmasked Estep 
Score: -12668076.000000 Penalty: 5510.150391
	Iteration 185Q: 3 clusters Score -1.266808e+07 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33599 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -12668073.000000 Penalty: 5510.150391
	Iteration 186Q: 3 clusters Score -1.266807e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 33131 members 
Entering Unmasked Estep 
Score: -12668085.000000 Penalty: 5510.150391
	Iteration 187Q: 3 clusters Score -1.266808e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33688 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
Score: -12668096.000000 Penalty: 5510.150391
	Iteration 188Q: 3 clusters Score -1.26681e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33710 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -12668121.000000 Penalty: 5510.150391
	Iteration 189Q: 3 clusters Score -1.266812e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 33058 members 
Entering Unmasked Estep 
Score: -12668118.000000 Penalty: 5510.150391
	Iteration 190Q: 3 clusters Score -1.266812e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33712 members 
Mstep: Class 2 contains 33069 members 
Entering Unmasked Estep 
Score: -12668113.000000 Penalty: 5510.150391
	Iteration 191Q: 3 clusters Score -1.266811e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -12668085.000000 Penalty: 5510.150391
	Iteration 192Q: 3 clusters Score -1.266808e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33612 members 
Mstep: Class 2 contains 33169 members 
Entering Unmasked Estep 
Score: -12668099.000000 Penalty: 5510.150391
	Iteration 193Q: 3 clusters Score -1.26681e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33553 members 
Mstep: Class 2 contains 33228 members 
Entering Unmasked Estep 
Score: -12668089.000000 Penalty: 5510.150391
	Iteration 194Q: 3 clusters Score -1.266809e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 33295 members 
Entering Unmasked Estep 
Score: -12668093.000000 Penalty: 5510.150391
	Iteration 195Q: 3 clusters Score -1.266809e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33398 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -12668043.000000 Penalty: 5510.150391
	Iteration 196Q: 3 clusters Score -1.266804e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -12668039.000000 Penalty: 5510.150391
	Iteration 197Q: 3 clusters Score -1.266804e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33181 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -12668024.000000 Penalty: 5510.150391
	Iteration 198Q: 3 clusters Score -1.266802e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 33699 members 
Entering Unmasked Estep 
Score: -12668032.000000 Penalty: 5510.150391
	Iteration 199Q: 3 clusters Score -1.266803e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33003 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -12668013.000000 Penalty: 5510.150391
	Iteration 200F: 3 clusters Score -1.266801e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32927 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -12668001.000000 Penalty: 5510.150391
	Iteration 201Q: 3 clusters Score -1.2668e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32832 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -12668001.000000 Penalty: 5510.150391
	Iteration 202Q: 3 clusters Score -1.2668e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -12667997.000000 Penalty: 5510.150391
	Iteration 203Q: 3 clusters Score -1.2668e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32640 members 
Mstep: Class 2 contains 34141 members 
Entering Unmasked Estep 
Score: -12667970.000000 Penalty: 5510.150391
	Iteration 204Q: 3 clusters Score -1.266797e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32525 members 
Mstep: Class 2 contains 34256 members 
Entering Unmasked Estep 
Score: -12667958.000000 Penalty: 5510.150391
	Iteration 205Q: 3 clusters Score -1.266796e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -12667944.000000 Penalty: 5510.150391
	Iteration 206Q: 3 clusters Score -1.266794e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -12667920.000000 Penalty: 5510.150391
	Iteration 207Q: 3 clusters Score -1.266792e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32215 members 
Mstep: Class 2 contains 34566 members 
Entering Unmasked Estep 
Score: -12667904.000000 Penalty: 5510.150391
	Iteration 208Q: 3 clusters Score -1.26679e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -12667901.000000 Penalty: 5510.150391
	Iteration 209Q: 3 clusters Score -1.26679e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32026 members 
Mstep: Class 2 contains 34755 members 
Entering Unmasked Estep 
Score: -12667884.000000 Penalty: 5510.150391
	Iteration 210Q: 3 clusters Score -1.266788e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31942 members 
Mstep: Class 2 contains 34839 members 
Entering Unmasked Estep 
Score: -12667865.000000 Penalty: 5510.150391
	Iteration 211Q: 3 clusters Score -1.266786e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31853 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -12667841.000000 Penalty: 5510.150391
	Iteration 212Q: 3 clusters Score -1.266784e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31762 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -12667804.000000 Penalty: 5510.150391
	Iteration 213Q: 3 clusters Score -1.26678e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31686 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -12667763.000000 Penalty: 5510.150391
	Iteration 214Q: 3 clusters Score -1.266776e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 35186 members 
Entering Unmasked Estep 
Score: -12667739.000000 Penalty: 5510.150391
	Iteration 215Q: 3 clusters Score -1.266774e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31508 members 
Mstep: Class 2 contains 35273 members 
Entering Unmasked Estep 
Score: -12667712.000000 Penalty: 5510.150391
	Iteration 216Q: 3 clusters Score -1.266771e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 35352 members 
Entering Unmasked Estep 
Score: -12667705.000000 Penalty: 5510.150391
	Iteration 217Q: 3 clusters Score -1.26677e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 35436 members 
Entering Unmasked Estep 
Score: -12667670.000000 Penalty: 5510.150391
	Iteration 218Q: 3 clusters Score -1.266767e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 35533 members 
Entering Unmasked Estep 
Score: -12667654.000000 Penalty: 5510.150391
	Iteration 219Q: 3 clusters Score -1.266765e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31152 members 
Mstep: Class 2 contains 35629 members 
Entering Unmasked Estep 
Score: -12667622.000000 Penalty: 5510.150391
	Iteration 220F: 3 clusters Score -1.266762e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -12667634.000000 Penalty: 5510.150391
	Iteration 221Q: 3 clusters Score -1.266763e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30968 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -12667583.000000 Penalty: 5510.150391
	Iteration 222Q: 3 clusters Score -1.266758e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 35927 members 
Entering Unmasked Estep 
Score: -12667599.000000 Penalty: 5510.150391
	Iteration 223Q: 3 clusters Score -1.26676e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -12667609.000000 Penalty: 5510.150391
	Iteration 224Q: 3 clusters Score -1.266761e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -12667621.000000 Penalty: 5510.150391
	Iteration 225Q: 3 clusters Score -1.266762e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 36247 members 
Entering Unmasked Estep 
Score: -12667615.000000 Penalty: 5510.150391
	Iteration 226Q: 3 clusters Score -1.266762e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 36352 members 
Entering Unmasked Estep 
Score: -12667588.000000 Penalty: 5510.150391
	Iteration 227Q: 3 clusters Score -1.266759e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30322 members 
Mstep: Class 2 contains 36459 members 
Entering Unmasked Estep 
Score: -12667569.000000 Penalty: 5510.150391
	Iteration 228Q: 3 clusters Score -1.266757e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30209 members 
Mstep: Class 2 contains 36572 members 
Entering Unmasked Estep 
Score: -12667532.000000 Penalty: 5510.150391
	Iteration 229Q: 3 clusters Score -1.266753e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30104 members 
Mstep: Class 2 contains 36677 members 
Entering Unmasked Estep 
Score: -12667508.000000 Penalty: 5510.150391
	Iteration 230Q: 3 clusters Score -1.266751e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29992 members 
Mstep: Class 2 contains 36789 members 
Entering Unmasked Estep 
Score: -12667458.000000 Penalty: 5510.150391
	Iteration 231Q: 3 clusters Score -1.266746e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -12667448.000000 Penalty: 5510.150391
	Iteration 232Q: 3 clusters Score -1.266745e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29724 members 
Mstep: Class 2 contains 37057 members 
Entering Unmasked Estep 
Score: -12667424.000000 Penalty: 5510.150391
	Iteration 233Q: 3 clusters Score -1.266742e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29583 members 
Mstep: Class 2 contains 37198 members 
Entering Unmasked Estep 
Score: -12667389.000000 Penalty: 5510.150391
	Iteration 234Q: 3 clusters Score -1.266739e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29452 members 
Mstep: Class 2 contains 37329 members 
Entering Unmasked Estep 
Score: -12667392.000000 Penalty: 5510.150391
	Iteration 235Q: 3 clusters Score -1.266739e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 37495 members 
Entering Unmasked Estep 
Score: -12667339.000000 Penalty: 5510.150391
	Iteration 236Q: 3 clusters Score -1.266734e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29110 members 
Mstep: Class 2 contains 37671 members 
Entering Unmasked Estep 
Score: -12667283.000000 Penalty: 5510.150391
	Iteration 237Q: 3 clusters Score -1.266728e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28944 members 
Mstep: Class 2 contains 37837 members 
Entering Unmasked Estep 
Score: -12667238.000000 Penalty: 5510.150391
	Iteration 238Q: 3 clusters Score -1.266724e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28797 members 
Mstep: Class 2 contains 37984 members 
Entering Unmasked Estep 
Score: -12667250.000000 Penalty: 5510.150391
	Iteration 239Q: 3 clusters Score -1.266725e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 38131 members 
Entering Unmasked Estep 
Score: -12667250.000000 Penalty: 5510.150391
	Iteration 240F: 3 clusters Score -1.266725e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -12667197.000000 Penalty: 5510.150391
	Iteration 241Q: 3 clusters Score -1.26672e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28402 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -12667199.000000 Penalty: 5510.150391
	Iteration 242Q: 3 clusters Score -1.26672e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -12667133.000000 Penalty: 5510.150391
	Iteration 243Q: 3 clusters Score -1.266713e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28221 members 
Mstep: Class 2 contains 38560 members 
Entering Unmasked Estep 
Score: -12667111.000000 Penalty: 5510.150391
	Iteration 244Q: 3 clusters Score -1.266711e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 38642 members 
Entering Unmasked Estep 
Score: -12667120.000000 Penalty: 5510.150391
	Iteration 245Q: 3 clusters Score -1.266712e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
Score: -12667106.000000 Penalty: 5510.150391
	Iteration 246Q: 3 clusters Score -1.266711e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28013 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -12667100.000000 Penalty: 5510.150391
	Iteration 247Q: 3 clusters Score -1.26671e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -12667082.000000 Penalty: 5510.150391
	Iteration 248Q: 3 clusters Score -1.266708e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 38852 members 
Entering Unmasked Estep 
Score: -12667082.000000 Penalty: 5510.150391
	Iteration 249Q: 3 clusters Score -1.266708e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 38887 members 
Entering Unmasked Estep 
Score: -12667107.000000 Penalty: 5510.150391
	Iteration 250Q: 3 clusters Score -1.266711e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -12667092.000000 Penalty: 5510.150391
	Iteration 251Q: 3 clusters Score -1.266709e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 38895 members 
Entering Unmasked Estep 
Score: -12667116.000000 Penalty: 5510.150391
	Iteration 252Q: 3 clusters Score -1.266712e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 38894 members 
Entering Unmasked Estep 
Score: -12667127.000000 Penalty: 5510.150391
	Iteration 253Q: 3 clusters Score -1.266713e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27899 members 
Mstep: Class 2 contains 38882 members 
Entering Unmasked Estep 
Score: -12667153.000000 Penalty: 5510.150391
	Iteration 254Q: 3 clusters Score -1.266715e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27927 members 
Mstep: Class 2 contains 38854 members 
Entering Unmasked Estep 
Score: -12667172.000000 Penalty: 5510.150391
	Iteration 255Q: 3 clusters Score -1.266717e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -12667157.000000 Penalty: 5510.150391
	Iteration 256Q: 3 clusters Score -1.266716e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28009 members 
Mstep: Class 2 contains 38772 members 
Entering Unmasked Estep 
Score: -12667147.000000 Penalty: 5510.150391
	Iteration 257Q: 3 clusters Score -1.266715e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -12667127.000000 Penalty: 5510.150391
	Iteration 258Q: 3 clusters Score -1.266713e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -12667162.000000 Penalty: 5510.150391
	Iteration 259Q: 3 clusters Score -1.266716e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -12667178.000000 Penalty: 5510.150391
	Iteration 260F: 3 clusters Score -1.266718e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28243 members 
Mstep: Class 2 contains 38538 members 
Entering Unmasked Estep 
Score: -12667177.000000 Penalty: 5510.150391
	Iteration 261Q: 3 clusters Score -1.266718e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 38465 members 
Entering Unmasked Estep 
Score: -12667160.000000 Penalty: 5510.150391
	Iteration 262Q: 3 clusters Score -1.266716e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -12667172.000000 Penalty: 5510.150391
	Iteration 263Q: 3 clusters Score -1.266717e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28435 members 
Mstep: Class 2 contains 38346 members 
Entering Unmasked Estep 
Score: -12667168.000000 Penalty: 5510.150391
	Iteration 264Q: 3 clusters Score -1.266717e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28501 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -12667165.000000 Penalty: 5510.150391
	Iteration 265Q: 3 clusters Score -1.266716e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
Score: -12667176.000000 Penalty: 5510.150391
	Iteration 266Q: 3 clusters Score -1.266718e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 38165 members 
Entering Unmasked Estep 
Score: -12667161.000000 Penalty: 5510.150391
	Iteration 267Q: 3 clusters Score -1.266716e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -12667203.000000 Penalty: 5510.150391
	Iteration 268Q: 3 clusters Score -1.26672e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 38040 members 
Entering Unmasked Estep 
Score: -12667218.000000 Penalty: 5510.150391
	Iteration 269Q: 3 clusters Score -1.266722e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28805 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -12667216.000000 Penalty: 5510.150391
	Iteration 270Q: 3 clusters Score -1.266722e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 37913 members 
Entering Unmasked Estep 
Score: -12667204.000000 Penalty: 5510.150391
	Iteration 271Q: 3 clusters Score -1.26672e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28917 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
Score: -12667217.000000 Penalty: 5510.150391
	Iteration 272Q: 3 clusters Score -1.266722e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28952 members 
Mstep: Class 2 contains 37829 members 
Entering Unmasked Estep 
Score: -12667226.000000 Penalty: 5510.150391
	Iteration 273Q: 3 clusters Score -1.266723e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28977 members 
Mstep: Class 2 contains 37804 members 
Entering Unmasked Estep 
Score: -12667225.000000 Penalty: 5510.150391
	Iteration 274Q: 3 clusters Score -1.266722e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 37781 members 
Entering Unmasked Estep 
Score: -12667234.000000 Penalty: 5510.150391
	Iteration 275Q: 3 clusters Score -1.266723e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 37756 members 
Entering Unmasked Estep 
Score: -12667228.000000 Penalty: 5510.150391
	Iteration 276Q: 3 clusters Score -1.266723e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29048 members 
Mstep: Class 2 contains 37733 members 
Entering Unmasked Estep 
Score: -12667227.000000 Penalty: 5510.150391
	Iteration 277Q: 3 clusters Score -1.266723e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 37701 members 
Entering Unmasked Estep 
Score: -12667227.000000 Penalty: 5510.150391
	Iteration 278Q: 3 clusters Score -1.266723e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29104 members 
Mstep: Class 2 contains 37677 members 
Entering Unmasked Estep 
Score: -12667229.000000 Penalty: 5510.150391
	Iteration 279Q: 3 clusters Score -1.266723e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29125 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
Score: -12667217.000000 Penalty: 5510.150391
	Iteration 280F: 3 clusters Score -1.266722e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 37634 members 
Entering Unmasked Estep 
Score: -12667224.000000 Penalty: 5510.150391
	Iteration 281Q: 3 clusters Score -1.266722e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29182 members 
Mstep: Class 2 contains 37599 members 
Entering Unmasked Estep 
Score: -12667220.000000 Penalty: 5510.150391
	Iteration 282Q: 3 clusters Score -1.266722e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29224 members 
Mstep: Class 2 contains 37557 members 
Entering Unmasked Estep 
Score: -12667201.000000 Penalty: 5510.150391
	Iteration 283Q: 3 clusters Score -1.26672e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29274 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -12667240.000000 Penalty: 5510.150391
	Iteration 284Q: 3 clusters Score -1.266724e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 37460 members 
Entering Unmasked Estep 
Score: -12667236.000000 Penalty: 5510.150391
	Iteration 285Q: 3 clusters Score -1.266724e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 37404 members 
Entering Unmasked Estep 
Score: -12667250.000000 Penalty: 5510.150391
	Iteration 286Q: 3 clusters Score -1.266725e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29430 members 
Mstep: Class 2 contains 37351 members 
Entering Unmasked Estep 
Score: -12667254.000000 Penalty: 5510.150391
	Iteration 287Q: 3 clusters Score -1.266725e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29484 members 
Mstep: Class 2 contains 37297 members 
Entering Unmasked Estep 
Score: -12667278.000000 Penalty: 5510.150391
	Iteration 288Q: 3 clusters Score -1.266728e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29546 members 
Mstep: Class 2 contains 37235 members 
Entering Unmasked Estep 
Score: -12667291.000000 Penalty: 5510.150391
	Iteration 289Q: 3 clusters Score -1.266729e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -12667301.000000 Penalty: 5510.150391
	Iteration 290Q: 3 clusters Score -1.26673e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 37102 members 
Entering Unmasked Estep 
Score: -12667322.000000 Penalty: 5510.150391
	Iteration 291Q: 3 clusters Score -1.266732e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29735 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -12667356.000000 Penalty: 5510.150391
	Iteration 292Q: 3 clusters Score -1.266736e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 36973 members 
Entering Unmasked Estep 
Score: -12667403.000000 Penalty: 5510.150391
	Iteration 293Q: 3 clusters Score -1.26674e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 36891 members 
Entering Unmasked Estep 
Score: -12667423.000000 Penalty: 5510.150391
	Iteration 294Q: 3 clusters Score -1.266742e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 36804 members 
Entering Unmasked Estep 
Score: -12667419.000000 Penalty: 5510.150391
	Iteration 295Q: 3 clusters Score -1.266742e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30066 members 
Mstep: Class 2 contains 36715 members 
Entering Unmasked Estep 
Score: -12667412.000000 Penalty: 5510.150391
	Iteration 296Q: 3 clusters Score -1.266741e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 36630 members 
Entering Unmasked Estep 
Score: -12667416.000000 Penalty: 5510.150391
	Iteration 297Q: 3 clusters Score -1.266742e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30245 members 
Mstep: Class 2 contains 36536 members 
Entering Unmasked Estep 
Score: -12667409.000000 Penalty: 5510.150391
	Iteration 298Q: 3 clusters Score -1.266741e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30319 members 
Mstep: Class 2 contains 36462 members 
Entering Unmasked Estep 
Score: -12667429.000000 Penalty: 5510.150391
	Iteration 299Q: 3 clusters Score -1.266743e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 36372 members 
Entering Unmasked Estep 
Score: -12667444.000000 Penalty: 5510.150391
	Iteration 300F: 3 clusters Score -1.266744e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -12667480.000000 Penalty: 5510.150391
	Iteration 301Q: 3 clusters Score -1.266748e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30619 members 
Mstep: Class 2 contains 36162 members 
Entering Unmasked Estep 
Score: -12667495.000000 Penalty: 5510.150391
	Iteration 302Q: 3 clusters Score -1.26675e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30719 members 
Mstep: Class 2 contains 36062 members 
Entering Unmasked Estep 
Score: -12667509.000000 Penalty: 5510.150391
	Iteration 303Q: 3 clusters Score -1.266751e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30820 members 
Mstep: Class 2 contains 35961 members 
Entering Unmasked Estep 
Score: -12667565.000000 Penalty: 5510.150391
	Iteration 304Q: 3 clusters Score -1.266756e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30936 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -12667549.000000 Penalty: 5510.150391
	Iteration 305Q: 3 clusters Score -1.266755e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -12667576.000000 Penalty: 5510.150391
	Iteration 306Q: 3 clusters Score -1.266758e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 35581 members 
Entering Unmasked Estep 
Score: -12667584.000000 Penalty: 5510.150391
	Iteration 307Q: 3 clusters Score -1.266758e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31331 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -12667593.000000 Penalty: 5510.150391
	Iteration 308Q: 3 clusters Score -1.266759e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31457 members 
Mstep: Class 2 contains 35324 members 
Entering Unmasked Estep 
Score: -12667675.000000 Penalty: 5510.150391
	Iteration 309Q: 3 clusters Score -1.266768e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31583 members 
Mstep: Class 2 contains 35198 members 
Entering Unmasked Estep 
Score: -12667664.000000 Penalty: 5510.150391
	Iteration 310Q: 3 clusters Score -1.266766e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31721 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -12667716.000000 Penalty: 5510.150391
	Iteration 311Q: 3 clusters Score -1.266772e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31857 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -12667758.000000 Penalty: 5510.150391
	Iteration 312Q: 3 clusters Score -1.266776e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32018 members 
Mstep: Class 2 contains 34763 members 
Entering Unmasked Estep 
Score: -12667726.000000 Penalty: 5510.150391
	Iteration 313Q: 3 clusters Score -1.266773e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 34609 members 
Entering Unmasked Estep 
Score: -12667770.000000 Penalty: 5510.150391
	Iteration 314Q: 3 clusters Score -1.266777e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 34452 members 
Entering Unmasked Estep 
Score: -12667798.000000 Penalty: 5510.150391
	Iteration 315Q: 3 clusters Score -1.26678e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32455 members 
Mstep: Class 2 contains 34326 members 
Entering Unmasked Estep 
Score: -12667815.000000 Penalty: 5510.150391
	Iteration 316Q: 3 clusters Score -1.266782e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -12667838.000000 Penalty: 5510.150391
	Iteration 317Q: 3 clusters Score -1.266784e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32731 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -12667868.000000 Penalty: 5510.150391
	Iteration 318Q: 3 clusters Score -1.266787e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -12667879.000000 Penalty: 5510.150391
	Iteration 319Q: 3 clusters Score -1.266788e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32995 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -12667924.000000 Penalty: 5510.150391
	Iteration 320F: 3 clusters Score -1.266792e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33095 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -12667932.000000 Penalty: 5510.150391
	Iteration 321Q: 3 clusters Score -1.266793e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33185 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -12667954.000000 Penalty: 5510.150391
	Iteration 322Q: 3 clusters Score -1.266795e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 33531 members 
Entering Unmasked Estep 
Score: -12667964.000000 Penalty: 5510.150391
	Iteration 323Q: 3 clusters Score -1.266796e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -12667944.000000 Penalty: 5510.150391
	Iteration 324Q: 3 clusters Score -1.266794e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33339 members 
Mstep: Class 2 contains 33442 members 
Entering Unmasked Estep 
Score: -12667958.000000 Penalty: 5510.150391
	Iteration 325Q: 3 clusters Score -1.266796e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33354 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -12667964.000000 Penalty: 5510.150391
	Iteration 326Q: 3 clusters Score -1.266796e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -12667949.000000 Penalty: 5510.150391
	Iteration 327Q: 3 clusters Score -1.266795e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33290 members 
Mstep: Class 2 contains 33491 members 
Entering Unmasked Estep 
Score: -12667971.000000 Penalty: 5510.150391
	Iteration 328Q: 3 clusters Score -1.266797e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33231 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -12668017.000000 Penalty: 5510.150391
	Iteration 329Q: 3 clusters Score -1.266802e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33156 members 
Mstep: Class 2 contains 33625 members 
Entering Unmasked Estep 
Score: -12668022.000000 Penalty: 5510.150391
	Iteration 330Q: 3 clusters Score -1.266802e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 33729 members 
Entering Unmasked Estep 
Score: -12667998.000000 Penalty: 5510.150391
	Iteration 331Q: 3 clusters Score -1.2668e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32956 members 
Mstep: Class 2 contains 33825 members 
Entering Unmasked Estep 
Score: -12667968.000000 Penalty: 5510.150391
	Iteration 332Q: 3 clusters Score -1.266797e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 33920 members 
Entering Unmasked Estep 
Score: -12667967.000000 Penalty: 5510.150391
	Iteration 333Q: 3 clusters Score -1.266797e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32761 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -12667943.000000 Penalty: 5510.150391
	Iteration 334Q: 3 clusters Score -1.266794e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32665 members 
Mstep: Class 2 contains 34116 members 
Entering Unmasked Estep 
Score: -12667945.000000 Penalty: 5510.150391
	Iteration 335Q: 3 clusters Score -1.266794e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 34218 members 
Entering Unmasked Estep 
Score: -12667941.000000 Penalty: 5510.150391
	Iteration 336Q: 3 clusters Score -1.266794e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32452 members 
Mstep: Class 2 contains 34329 members 
Entering Unmasked Estep 
Score: -12667928.000000 Penalty: 5510.150391
	Iteration 337Q: 3 clusters Score -1.266793e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -12667891.000000 Penalty: 5510.150391
	Iteration 338Q: 3 clusters Score -1.266789e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32259 members 
Mstep: Class 2 contains 34522 members 
Entering Unmasked Estep 
Score: -12667885.000000 Penalty: 5510.150391
	Iteration 339Q: 3 clusters Score -1.266788e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 34622 members 
Entering Unmasked Estep 
Score: -12667842.000000 Penalty: 5510.150391
	Iteration 340F: 3 clusters Score -1.266784e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32053 members 
Mstep: Class 2 contains 34728 members 
Entering Unmasked Estep 
Score: -12667829.000000 Penalty: 5510.150391
	Iteration 341Q: 3 clusters Score -1.266783e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31969 members 
Mstep: Class 2 contains 34812 members 
Entering Unmasked Estep 
Score: -12667845.000000 Penalty: 5510.150391
	Iteration 342Q: 3 clusters Score -1.266784e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31897 members 
Mstep: Class 2 contains 34884 members 
Entering Unmasked Estep 
Score: -12667817.000000 Penalty: 5510.150391
	Iteration 343Q: 3 clusters Score -1.266782e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31810 members 
Mstep: Class 2 contains 34971 members 
Entering Unmasked Estep 
Score: -12667821.000000 Penalty: 5510.150391
	Iteration 344Q: 3 clusters Score -1.266782e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31735 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -12667818.000000 Penalty: 5510.150391
	Iteration 345Q: 3 clusters Score -1.266782e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -12667805.000000 Penalty: 5510.150391
	Iteration 346Q: 3 clusters Score -1.26678e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31610 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -12667777.000000 Penalty: 5510.150391
	Iteration 347Q: 3 clusters Score -1.266778e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31543 members 
Mstep: Class 2 contains 35238 members 
Entering Unmasked Estep 
Score: -12667769.000000 Penalty: 5510.150391
	Iteration 348Q: 3 clusters Score -1.266777e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31470 members 
Mstep: Class 2 contains 35311 members 
Entering Unmasked Estep 
Score: -12667714.000000 Penalty: 5510.150391
	Iteration 349Q: 3 clusters Score -1.266771e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 35385 members 
Entering Unmasked Estep 
Score: -12667709.000000 Penalty: 5510.150391
	Iteration 350Q: 3 clusters Score -1.266771e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31323 members 
Mstep: Class 2 contains 35458 members 
Entering Unmasked Estep 
Score: -12667691.000000 Penalty: 5510.150391
	Iteration 351Q: 3 clusters Score -1.266769e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -12667705.000000 Penalty: 5510.150391
	Iteration 352Q: 3 clusters Score -1.26677e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -12667669.000000 Penalty: 5510.150391
	Iteration 353Q: 3 clusters Score -1.266767e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 35667 members 
Entering Unmasked Estep 
Score: -12667680.000000 Penalty: 5510.150391
	Iteration 354Q: 3 clusters Score -1.266768e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31045 members 
Mstep: Class 2 contains 35736 members 
Entering Unmasked Estep 
Score: -12667679.000000 Penalty: 5510.150391
	Iteration 355Q: 3 clusters Score -1.266768e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30982 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -12667653.000000 Penalty: 5510.150391
	Iteration 356Q: 3 clusters Score -1.266765e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 35874 members 
Entering Unmasked Estep 
Score: -12667643.000000 Penalty: 5510.150391
	Iteration 357Q: 3 clusters Score -1.266764e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 35936 members 
Entering Unmasked Estep 
Score: -12667655.000000 Penalty: 5510.150391
	Iteration 358Q: 3 clusters Score -1.266766e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30772 members 
Mstep: Class 2 contains 36009 members 
Entering Unmasked Estep 
Score: -12667651.000000 Penalty: 5510.150391
	Iteration 359Q: 3 clusters Score -1.266765e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 36078 members 
Entering Unmasked Estep 
Score: -12667623.000000 Penalty: 5510.150391
	Iteration 360F: 3 clusters Score -1.266762e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30613 members 
Mstep: Class 2 contains 36168 members 
Entering Unmasked Estep 
Score: -12667604.000000 Penalty: 5510.150391
	Iteration 361Q: 3 clusters Score -1.26676e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30521 members 
Mstep: Class 2 contains 36260 members 
Entering Unmasked Estep 
Score: -12667591.000000 Penalty: 5510.150391
	Iteration 362Q: 3 clusters Score -1.266759e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -12667572.000000 Penalty: 5510.150391
	Iteration 363Q: 3 clusters Score -1.266757e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 36433 members 
Entering Unmasked Estep 
Score: -12667590.000000 Penalty: 5510.150391
	Iteration 364Q: 3 clusters Score -1.266759e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30265 members 
Mstep: Class 2 contains 36516 members 
Entering Unmasked Estep 
Score: -12667537.000000 Penalty: 5510.150391
	Iteration 365Q: 3 clusters Score -1.266754e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30187 members 
Mstep: Class 2 contains 36594 members 
Entering Unmasked Estep 
Score: -12667530.000000 Penalty: 5510.150391
	Iteration 366Q: 3 clusters Score -1.266753e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 36671 members 
Entering Unmasked Estep 
Score: -12667512.000000 Penalty: 5510.150391
	Iteration 367Q: 3 clusters Score -1.266751e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
Score: -12667487.000000 Penalty: 5510.150391
	Iteration 368Q: 3 clusters Score -1.266749e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -12667464.000000 Penalty: 5510.150391
	Iteration 369Q: 3 clusters Score -1.266746e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29865 members 
Mstep: Class 2 contains 36916 members 
Entering Unmasked Estep 
Score: -12667446.000000 Penalty: 5510.150391
	Iteration 370Q: 3 clusters Score -1.266745e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 37010 members 
Entering Unmasked Estep 
Score: -12667428.000000 Penalty: 5510.150391
	Iteration 371Q: 3 clusters Score -1.266743e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 37125 members 
Entering Unmasked Estep 
Score: -12667398.000000 Penalty: 5510.150391
	Iteration 372Q: 3 clusters Score -1.26674e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 37241 members 
Entering Unmasked Estep 
Score: -12667378.000000 Penalty: 5510.150391
	Iteration 373Q: 3 clusters Score -1.266738e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 37374 members 
Entering Unmasked Estep 
Score: -12667360.000000 Penalty: 5510.150391
	Iteration 374Q: 3 clusters Score -1.266736e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -12667324.000000 Penalty: 5510.150391
	Iteration 375Q: 3 clusters Score -1.266732e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29127 members 
Mstep: Class 2 contains 37654 members 
Entering Unmasked Estep 
Score: -12667284.000000 Penalty: 5510.150391
	Iteration 376Q: 3 clusters Score -1.266728e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 37777 members 
Entering Unmasked Estep 
Score: -12667268.000000 Penalty: 5510.150391
	Iteration 377Q: 3 clusters Score -1.266727e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 37895 members 
Entering Unmasked Estep 
Score: -12667220.000000 Penalty: 5510.150391
	Iteration 378Q: 3 clusters Score -1.266722e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 37987 members 
Entering Unmasked Estep 
Score: -12667238.000000 Penalty: 5510.150391
	Iteration 379Q: 3 clusters Score -1.266724e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28724 members 
Mstep: Class 2 contains 38057 members 
Entering Unmasked Estep 
Score: -12667228.000000 Penalty: 5510.150391
	Iteration 380F: 3 clusters Score -1.266723e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28670 members 
Mstep: Class 2 contains 38111 members 
Entering Unmasked Estep 
Score: -12667228.000000 Penalty: 5510.150391
	Iteration 381Q: 3 clusters Score -1.266723e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 38167 members 
Entering Unmasked Estep 
Score: -12667218.000000 Penalty: 5510.150391
	Iteration 382Q: 3 clusters Score -1.266722e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28583 members 
Mstep: Class 2 contains 38198 members 
Entering Unmasked Estep 
Score: -12667211.000000 Penalty: 5510.150391
	Iteration 383Q: 3 clusters Score -1.266721e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -12667212.000000 Penalty: 5510.150391
	Iteration 384Q: 3 clusters Score -1.266721e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 38279 members 
Entering Unmasked Estep 
Score: -12667188.000000 Penalty: 5510.150391
	Iteration 385Q: 3 clusters Score -1.266719e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 38302 members 
Entering Unmasked Estep 
Score: -12667207.000000 Penalty: 5510.150391
	Iteration 386Q: 3 clusters Score -1.266721e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -12667207.000000 Penalty: 5510.150391
	Iteration 387Q: 3 clusters Score -1.266721e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -12667240.000000 Penalty: 5510.150391
	Iteration 388Q: 3 clusters Score -1.266724e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 38369 members 
Entering Unmasked Estep 
Score: -12667203.000000 Penalty: 5510.150391
	Iteration 389Q: 3 clusters Score -1.26672e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28367 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -12667207.000000 Penalty: 5510.150391
	Iteration 390Q: 3 clusters Score -1.266721e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 38453 members 
Entering Unmasked Estep 
Score: -12667224.000000 Penalty: 5510.150391
	Iteration 391Q: 3 clusters Score -1.266722e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 38448 members 
Entering Unmasked Estep 
Score: -12667202.000000 Penalty: 5510.150391
	Iteration 392Q: 3 clusters Score -1.26672e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 38439 members 
Entering Unmasked Estep 
Score: -12667250.000000 Penalty: 5510.150391
	Iteration 393Q: 3 clusters Score -1.266725e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 38403 members 
Entering Unmasked Estep 
Score: -12667267.000000 Penalty: 5510.150391
	Iteration 394Q: 3 clusters Score -1.266727e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28411 members 
Mstep: Class 2 contains 38370 members 
Entering Unmasked Estep 
Score: -12667253.000000 Penalty: 5510.150391
	Iteration 395Q: 3 clusters Score -1.266725e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28458 members 
Mstep: Class 2 contains 38323 members 
Entering Unmasked Estep 
Score: -12667262.000000 Penalty: 5510.150391
	Iteration 396Q: 3 clusters Score -1.266726e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Mstep: Class 2 contains 38304 members 
Entering Unmasked Estep 
Score: -12667287.000000 Penalty: 5510.150391
	Iteration 397Q: 3 clusters Score -1.266729e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 38277 members 
Entering Unmasked Estep 
Score: -12667279.000000 Penalty: 5510.150391
	Iteration 398Q: 3 clusters Score -1.266728e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -12667292.000000 Penalty: 5510.150391
	Iteration 399Q: 3 clusters Score -1.266729e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 38241 members 
Entering Unmasked Estep 
Score: -12667262.000000 Penalty: 5510.150391
	Iteration 400F: 3 clusters Score -1.266726e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28565 members 
Mstep: Class 2 contains 38216 members 
Entering Unmasked Estep 
Score: -12667255.000000 Penalty: 5510.150391
	Iteration 401Q: 3 clusters Score -1.266726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28581 members 
Mstep: Class 2 contains 38200 members 
Entering Unmasked Estep 
Score: -12667265.000000 Penalty: 5510.150391
	Iteration 402Q: 3 clusters Score -1.266726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 38177 members 
Entering Unmasked Estep 
Score: -12667270.000000 Penalty: 5510.150391
	Iteration 403Q: 3 clusters Score -1.266727e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 38153 members 
Entering Unmasked Estep 
Score: -12667278.000000 Penalty: 5510.150391
	Iteration 404Q: 3 clusters Score -1.266728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 38128 members 
Entering Unmasked Estep 
Score: -12667272.000000 Penalty: 5510.150391
	Iteration 405Q: 3 clusters Score -1.266727e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 38102 members 
Entering Unmasked Estep 
Score: -12667277.000000 Penalty: 5510.150391
	Iteration 406Q: 3 clusters Score -1.266728e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28704 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -12667288.000000 Penalty: 5510.150391
	Iteration 407Q: 3 clusters Score -1.266729e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28735 members 
Mstep: Class 2 contains 38046 members 
Entering Unmasked Estep 
Score: -12667285.000000 Penalty: 5510.150391
	Iteration 408Q: 3 clusters Score -1.266728e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 38018 members 
Entering Unmasked Estep 
Score: -12667302.000000 Penalty: 5510.150391
	Iteration 409Q: 3 clusters Score -1.26673e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 37980 members 
Entering Unmasked Estep 
Score: -12667305.000000 Penalty: 5510.150391
	Iteration 410Q: 3 clusters Score -1.26673e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28828 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -12667303.000000 Penalty: 5510.150391
	Iteration 411Q: 3 clusters Score -1.26673e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28859 members 
Mstep: Class 2 contains 37922 members 
Entering Unmasked Estep 
Score: -12667299.000000 Penalty: 5510.150391
	Iteration 412Q: 3 clusters Score -1.26673e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 37899 members 
Entering Unmasked Estep 
Score: -12667275.000000 Penalty: 5510.150391
	Iteration 413Q: 3 clusters Score -1.266728e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 37873 members 
Entering Unmasked Estep 
Score: -12667295.000000 Penalty: 5510.150391
	Iteration 414Q: 3 clusters Score -1.26673e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28924 members 
Mstep: Class 2 contains 37857 members 
Entering Unmasked Estep 
Score: -12667292.000000 Penalty: 5510.150391
	Iteration 415Q: 3 clusters Score -1.266729e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28936 members 
Mstep: Class 2 contains 37845 members 
Entering Unmasked Estep 
Score: -12667305.000000 Penalty: 5510.150391
	Iteration 416Q: 3 clusters Score -1.26673e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28946 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -12667306.000000 Penalty: 5510.150391
	Iteration 417Q: 3 clusters Score -1.266731e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 37826 members 
Entering Unmasked Estep 
Score: -12667292.000000 Penalty: 5510.150391
	Iteration 418Q: 3 clusters Score -1.266729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 37820 members 
Entering Unmasked Estep 
Score: -12667296.000000 Penalty: 5510.150391
	Iteration 419Q: 3 clusters Score -1.26673e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 37814 members 
Entering Unmasked Estep 
Score: -12667294.000000 Penalty: 5510.150391
	Iteration 420F: 3 clusters Score -1.266729e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 37805 members 
Entering Unmasked Estep 
Score: -12667298.000000 Penalty: 5510.150391
	Iteration 421Q: 3 clusters Score -1.26673e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28983 members 
Mstep: Class 2 contains 37798 members 
Entering Unmasked Estep 
Score: -12667296.000000 Penalty: 5510.150391
	Iteration 422Q: 3 clusters Score -1.26673e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28987 members 
Mstep: Class 2 contains 37794 members 
Entering Unmasked Estep 
Score: -12667311.000000 Penalty: 5510.150391
	Iteration 423Q: 3 clusters Score -1.266731e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 37787 members 
Entering Unmasked Estep 
Score: -12667306.000000 Penalty: 5510.150391
	Iteration 424Q: 3 clusters Score -1.266731e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 37776 members 
Entering Unmasked Estep 
Score: -12667308.000000 Penalty: 5510.150391
	Iteration 425Q: 3 clusters Score -1.266731e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29020 members 
Mstep: Class 2 contains 37761 members 
Entering Unmasked Estep 
Score: -12667320.000000 Penalty: 5510.150391
	Iteration 426Q: 3 clusters Score -1.266732e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 37738 members 
Entering Unmasked Estep 
Score: -12667326.000000 Penalty: 5510.150391
	Iteration 427Q: 3 clusters Score -1.266733e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 37718 members 
Entering Unmasked Estep 
Score: -12667326.000000 Penalty: 5510.150391
	Iteration 428Q: 3 clusters Score -1.266733e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -12667334.000000 Penalty: 5510.150391
	Iteration 429Q: 3 clusters Score -1.266733e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 37680 members 
Entering Unmasked Estep 
Score: -12667337.000000 Penalty: 5510.150391
	Iteration 430Q: 3 clusters Score -1.266734e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -12667320.000000 Penalty: 5510.150391
	Iteration 431Q: 3 clusters Score -1.266732e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -12667335.000000 Penalty: 5510.150391
	Iteration 432Q: 3 clusters Score -1.266734e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -12667334.000000 Penalty: 5510.150391
	Iteration 433Q: 3 clusters Score -1.266733e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 37611 members 
Entering Unmasked Estep 
Score: -12667315.000000 Penalty: 5510.150391
	Iteration 434Q: 3 clusters Score -1.266732e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29199 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -12667315.000000 Penalty: 5510.150391
	Iteration 435Q: 3 clusters Score -1.266732e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29237 members 
Mstep: Class 2 contains 37544 members 
Entering Unmasked Estep 
Score: -12667324.000000 Penalty: 5510.150391
	Iteration 436Q: 3 clusters Score -1.266732e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29273 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -12667310.000000 Penalty: 5510.150391
	Iteration 437Q: 3 clusters Score -1.266731e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29314 members 
Mstep: Class 2 contains 37467 members 
Entering Unmasked Estep 
Score: -12667325.000000 Penalty: 5510.150391
	Iteration 438Q: 3 clusters Score -1.266732e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -12667310.000000 Penalty: 5510.150391
	Iteration 439Q: 3 clusters Score -1.266731e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29425 members 
Mstep: Class 2 contains 37356 members 
Entering Unmasked Estep 
Score: -12667315.000000 Penalty: 5510.150391
	Iteration 440F: 3 clusters Score -1.266732e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 37306 members 
Entering Unmasked Estep 
Score: -12667339.000000 Penalty: 5510.150391
	Iteration 441Q: 3 clusters Score -1.266734e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 37259 members 
Entering Unmasked Estep 
Score: -12667344.000000 Penalty: 5510.150391
	Iteration 442Q: 3 clusters Score -1.266734e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29570 members 
Mstep: Class 2 contains 37211 members 
Entering Unmasked Estep 
Score: -12667337.000000 Penalty: 5510.150391
	Iteration 443Q: 3 clusters Score -1.266734e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 37162 members 
Entering Unmasked Estep 
Score: -12667341.000000 Penalty: 5510.150391
	Iteration 444Q: 3 clusters Score -1.266734e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 37120 members 
Entering Unmasked Estep 
Score: -12667338.000000 Penalty: 5510.150391
	Iteration 445Q: 3 clusters Score -1.266734e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29719 members 
Mstep: Class 2 contains 37062 members 
Entering Unmasked Estep 
Score: -12667379.000000 Penalty: 5510.150391
	Iteration 446Q: 3 clusters Score -1.266738e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29787 members 
Mstep: Class 2 contains 36994 members 
Entering Unmasked Estep 
Score: -12667371.000000 Penalty: 5510.150391
	Iteration 447Q: 3 clusters Score -1.266737e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -12667372.000000 Penalty: 5510.150391
	Iteration 448Q: 3 clusters Score -1.266737e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29947 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
Score: -12667404.000000 Penalty: 5510.150391
	Iteration 449Q: 3 clusters Score -1.26674e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -12667424.000000 Penalty: 5510.150391
	Iteration 450Q: 3 clusters Score -1.266742e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Mstep: Class 2 contains 36670 members 
Entering Unmasked Estep 
Score: -12667418.000000 Penalty: 5510.150391
	Iteration 451Q: 3 clusters Score -1.266742e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30197 members 
Mstep: Class 2 contains 36584 members 
Entering Unmasked Estep 
Score: -12667443.000000 Penalty: 5510.150391
	Iteration 452Q: 3 clusters Score -1.266744e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30281 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -12667455.000000 Penalty: 5510.150391
	Iteration 453Q: 3 clusters Score -1.266746e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 36424 members 
Entering Unmasked Estep 
Score: -12667486.000000 Penalty: 5510.150391
	Iteration 454Q: 3 clusters Score -1.266749e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -12667481.000000 Penalty: 5510.150391
	Iteration 455Q: 3 clusters Score -1.266748e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 36250 members 
Entering Unmasked Estep 
Score: -12667483.000000 Penalty: 5510.150391
	Iteration 456Q: 3 clusters Score -1.266748e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30615 members 
Mstep: Class 2 contains 36166 members 
Entering Unmasked Estep 
Score: -12667519.000000 Penalty: 5510.150391
	Iteration 457Q: 3 clusters Score -1.266752e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30679 members 
Mstep: Class 2 contains 36102 members 
Entering Unmasked Estep 
Score: -12667516.000000 Penalty: 5510.150391
	Iteration 458Q: 3 clusters Score -1.266752e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30762 members 
Mstep: Class 2 contains 36019 members 
Entering Unmasked Estep 
Score: -12667504.000000 Penalty: 5510.150391
	Iteration 459Q: 3 clusters Score -1.26675e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30852 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -12667495.000000 Penalty: 5510.150391
	Iteration 460F: 3 clusters Score -1.26675e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30963 members 
Mstep: Class 2 contains 35818 members 
Entering Unmasked Estep 
Score: -12667528.000000 Penalty: 5510.150391
	Iteration 461Q: 3 clusters Score -1.266753e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -12667566.000000 Penalty: 5510.150391
	Iteration 462Q: 3 clusters Score -1.266757e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -12667578.000000 Penalty: 5510.150391
	Iteration 463Q: 3 clusters Score -1.266758e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31312 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -12667614.000000 Penalty: 5510.150391
	Iteration 464Q: 3 clusters Score -1.266761e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 35375 members 
Entering Unmasked Estep 
Score: -12667629.000000 Penalty: 5510.150391
	Iteration 465Q: 3 clusters Score -1.266763e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 35261 members 
Entering Unmasked Estep 
Score: -12667655.000000 Penalty: 5510.150391
	Iteration 466Q: 3 clusters Score -1.266766e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 35128 members 
Entering Unmasked Estep 
Score: -12667662.000000 Penalty: 5510.150391
	Iteration 467Q: 3 clusters Score -1.266766e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -12667718.000000 Penalty: 5510.150391
	Iteration 468Q: 3 clusters Score -1.266772e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31947 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -12667729.000000 Penalty: 5510.150391
	Iteration 469Q: 3 clusters Score -1.266773e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -12667766.000000 Penalty: 5510.150391
	Iteration 470Q: 3 clusters Score -1.266777e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32273 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -12667787.000000 Penalty: 5510.150391
	Iteration 471Q: 3 clusters Score -1.266779e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -12667788.000000 Penalty: 5510.150391
	Iteration 472Q: 3 clusters Score -1.266779e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -12667841.000000 Penalty: 5510.150391
	Iteration 473Q: 3 clusters Score -1.266784e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32752 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -12667907.000000 Penalty: 5510.150391
	Iteration 474Q: 3 clusters Score -1.266791e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 33889 members 
Entering Unmasked Estep 
Score: -12667915.000000 Penalty: 5510.150391
	Iteration 475Q: 3 clusters Score -1.266792e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 33760 members 
Entering Unmasked Estep 
Score: -12667932.000000 Penalty: 5510.150391
	Iteration 476Q: 3 clusters Score -1.266793e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33120 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -12667932.000000 Penalty: 5510.150391
	Iteration 477Q: 3 clusters Score -1.266793e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33223 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -12667934.000000 Penalty: 5510.150391
	Iteration 478Q: 3 clusters Score -1.266793e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -12667956.000000 Penalty: 5510.150391
	Iteration 479Q: 3 clusters Score -1.266796e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33347 members 
Mstep: Class 2 contains 33434 members 
Entering Unmasked Estep 
Score: -12667976.000000 Penalty: 5510.150391
	Iteration 480F: 3 clusters Score -1.266798e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 33371 members 
Entering Unmasked Estep 
Score: -12668017.000000 Penalty: 5510.150391
	Iteration 481Q: 3 clusters Score -1.266802e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33456 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -12667974.000000 Penalty: 5510.150391
	Iteration 482Q: 3 clusters Score -1.266797e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 33315 members 
Entering Unmasked Estep 
Score: -12668016.000000 Penalty: 5510.150391
	Iteration 483Q: 3 clusters Score -1.266802e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 33333 members 
Entering Unmasked Estep 
Score: -12667978.000000 Penalty: 5510.150391
	Iteration 484Q: 3 clusters Score -1.266798e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -12667975.000000 Penalty: 5510.150391
	Iteration 485Q: 3 clusters Score -1.266798e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33360 members 
Mstep: Class 2 contains 33421 members 
Entering Unmasked Estep 
Score: -12668028.000000 Penalty: 5510.150391
	Iteration 486Q: 3 clusters Score -1.266803e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33289 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -12668052.000000 Penalty: 5510.150391
	Iteration 487Q: 3 clusters Score -1.266805e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 33587 members 
Entering Unmasked Estep 
Score: -12668028.000000 Penalty: 5510.150391
	Iteration 488Q: 3 clusters Score -1.266803e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33088 members 
Mstep: Class 2 contains 33693 members 
Entering Unmasked Estep 
Score: -12668012.000000 Penalty: 5510.150391
	Iteration 489Q: 3 clusters Score -1.266801e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32998 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -12668021.000000 Penalty: 5510.150391
	Iteration 490Q: 3 clusters Score -1.266802e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32903 members 
Mstep: Class 2 contains 33878 members 
Entering Unmasked Estep 
Score: -12668029.000000 Penalty: 5510.150391
	Iteration 491Q: 3 clusters Score -1.266803e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32812 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -12668001.000000 Penalty: 5510.150391
	Iteration 492Q: 3 clusters Score -1.2668e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -12667989.000000 Penalty: 5510.150391
	Iteration 493Q: 3 clusters Score -1.266799e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 34138 members 
Entering Unmasked Estep 
Score: -12667977.000000 Penalty: 5510.150391
	Iteration 494Q: 3 clusters Score -1.266798e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 34232 members 
Entering Unmasked Estep 
Score: -12667961.000000 Penalty: 5510.150391
	Iteration 495Q: 3 clusters Score -1.266796e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32462 members 
Mstep: Class 2 contains 34319 members 
Entering Unmasked Estep 
Score: -12667931.000000 Penalty: 5510.150391
	Iteration 496Q: 3 clusters Score -1.266793e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -12667898.000000 Penalty: 5510.150391
	Iteration 497Q: 3 clusters Score -1.26679e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 34527 members 
Entering Unmasked Estep 
Score: -12667884.000000 Penalty: 5510.150391
	Iteration 498Q: 3 clusters Score -1.266788e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32156 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -12667875.000000 Penalty: 5510.150391
	Iteration 499Q: 3 clusters Score -1.266788e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 34729 members 
Entering Unmasked Estep 
Score: -12667881.000000 Penalty: 5510.150391
	Iteration 500F: 3 clusters Score -1.266788e+07 nChanged 84
Maximum iterations exceeded
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 48100 members 
Mstep: Class 5 contains 67295 members 
Mstep: Class 6 contains 66136 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 70573 members 
Mstep: Class 9 contains 47150 members 
Mstep: Class 10 contains 81719 members 
Mstep: Class 11 contains 96534 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Entering Unmasked Estep 
Score: -207497312.000000 Penalty: 75977.375000
Splitting cluster 3 changes total score from -207412480.000000 to -207497312.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (48100 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48100 members 
Entering Unmasked Estep 
Score: -8953859.000000 Penalty: 2673.697266
	Iteration 0F: 2 clusters Score -8953859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23851 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -8926224.000000 Penalty: 5347.394531
	Iteration 0F: 3 clusters Score -8926224 nChanged 22205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22866 members 
Mstep: Class 2 contains 25234 members 
Entering Unmasked Estep 
Score: -8938893.000000 Penalty: 5347.394531
	Iteration 1F: 3 clusters Score -8938893 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 25740 members 
Entering Unmasked Estep 
Score: -8940167.000000 Penalty: 5347.394531
	Iteration 2F: 3 clusters Score -8940167 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -8942084.000000 Penalty: 5347.394531
	Iteration 3F: 3 clusters Score -8942084 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -8944888.000000 Penalty: 5347.394531
	Iteration 4F: 3 clusters Score -8944888 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 29460 members 
Entering Unmasked Estep 
Score: -8947913.000000 Penalty: 5347.394531
	Iteration 5F: 3 clusters Score -8947913 nChanged 3826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16102 members 
Mstep: Class 2 contains 31998 members 
Entering Unmasked Estep 
Score: -8950903.000000 Penalty: 5347.394531
	Iteration 6F: 3 clusters Score -8950903 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13299 members 
Mstep: Class 2 contains 34801 members 
Entering Unmasked Estep 
Score: -8953441.000000 Penalty: 5347.394531
	Iteration 7F: 3 clusters Score -8953441 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10844 members 
Mstep: Class 2 contains 37256 members 
Entering Unmasked Estep 
Score: -8955410.000000 Penalty: 5347.394531
	Iteration 8F: 3 clusters Score -8955410 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 39158 members 
Entering Unmasked Estep 
Score: -8956774.000000 Penalty: 5347.394531
	Iteration 9Q: 3 clusters Score -8956774 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 40527 members 
Entering Unmasked Estep 
Score: -8957623.000000 Penalty: 5347.394531
	Iteration 10Q: 3 clusters Score -8957623 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6571 members 
Mstep: Class 2 contains 41529 members 
Entering Unmasked Estep 
Score: -8958094.000000 Penalty: 5347.394531
	Iteration 11Q: 3 clusters Score -8958094 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5797 members 
Mstep: Class 2 contains 42303 members 
Entering Unmasked Estep 
Score: -8958398.000000 Penalty: 5347.394531
	Iteration 12Q: 3 clusters Score -8958398 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 42983 members 
Entering Unmasked Estep 
Score: -8958621.000000 Penalty: 5347.394531
	Iteration 13Q: 3 clusters Score -8958621 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -8958743.000000 Penalty: 5347.394531
	Iteration 14Q: 3 clusters Score -8958743 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -8958798.000000 Penalty: 5347.394531
	Iteration 15Q: 3 clusters Score -8958798 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8958845.000000 Penalty: 5347.394531
	Iteration 16Q: 3 clusters Score -8958845 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -8958892.000000 Penalty: 5347.394531
	Iteration 17Q: 3 clusters Score -8958892 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -8958999.000000 Penalty: 5347.394531
	Iteration 18Q: 3 clusters Score -8958999 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -8959062.000000 Penalty: 5347.394531
	Iteration 19Q: 3 clusters Score -8959062 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -8959099.000000 Penalty: 5347.394531
	Iteration 20F: 3 clusters Score -8959099 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 44746 members 
Entering Unmasked Estep 
Score: -8959131.000000 Penalty: 5347.394531
	Iteration 21Q: 3 clusters Score -8959131 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3338 members 
Mstep: Class 2 contains 44762 members 
Entering Unmasked Estep 
Score: -8959134.000000 Penalty: 5347.394531
	Iteration 22Q: 3 clusters Score -8959134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 44760 members 
Entering Unmasked Estep 
Score: -8959146.000000 Penalty: 5347.394531
	Iteration 23Q: 3 clusters Score -8959146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 44754 members 
Entering Unmasked Estep 
Score: -8959171.000000 Penalty: 5347.394531
	Iteration 24Q: 3 clusters Score -8959171 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3353 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -8959193.000000 Penalty: 5347.394531
	Iteration 25Q: 3 clusters Score -8959193 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 44734 members 
Entering Unmasked Estep 
Score: -8959208.000000 Penalty: 5347.394531
	Iteration 26Q: 3 clusters Score -8959208 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 44715 members 
Entering Unmasked Estep 
Score: -8959224.000000 Penalty: 5347.394531
	Iteration 27Q: 3 clusters Score -8959224 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -8959224.000000 Penalty: 5347.394531
	Iteration 28Q: 3 clusters Score -8959224 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -8959274.000000 Penalty: 5347.394531
	Iteration 29Q: 3 clusters Score -8959274 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3423 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -8959260.000000 Penalty: 5347.394531
	Iteration 30Q: 3 clusters Score -8959260 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 44669 members 
Entering Unmasked Estep 
Score: -8959279.000000 Penalty: 5347.394531
	Iteration 31Q: 3 clusters Score -8959279 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 44661 members 
Entering Unmasked Estep 
Score: -8959294.000000 Penalty: 5347.394531
	Iteration 32Q: 3 clusters Score -8959294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 44658 members 
Entering Unmasked Estep 
Score: -8959303.000000 Penalty: 5347.394531
	Iteration 33Q: 3 clusters Score -8959303 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3441 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -8959307.000000 Penalty: 5347.394531
	Iteration 34Q: 3 clusters Score -8959307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 44656 members 
Entering Unmasked Estep 
Score: -8959318.000000 Penalty: 5347.394531
	Iteration 35Q: 3 clusters Score -8959318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -8959309.000000 Penalty: 5347.394531
	Iteration 36Q: 3 clusters Score -8959309 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -8959319.000000 Penalty: 5347.394531
	Iteration 37Q: 3 clusters Score -8959319 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 44652 members 
Entering Unmasked Estep 
Score: -8959313.000000 Penalty: 5347.394531
	Iteration 38Q: 3 clusters Score -8959313 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 44651 members 
Entering Unmasked Estep 
Score: -8959323.000000 Penalty: 5347.394531
	Iteration 39Q: 3 clusters Score -8959323 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -8959327.000000 Penalty: 5347.394531
	Iteration 40F: 3 clusters Score -8959327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -8959328.000000 Penalty: 5347.394531
	Iteration 41Q: 3 clusters Score -8959328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8959325.000000 Penalty: 5347.394531
	Iteration 42Q: 3 clusters Score -8959325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -8959327.000000 Penalty: 5347.394531
	Iteration 43Q: 3 clusters Score -8959327 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -8959319.000000 Penalty: 5347.394531
	Iteration 44Q: 3 clusters Score -8959319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8959334.000000 Penalty: 5347.394531
	Iteration 45Q: 3 clusters Score -8959334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -8959324.000000 Penalty: 5347.394531
	Iteration 46Q: 3 clusters Score -8959324 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -8959326.000000 Penalty: 5347.394531
	Iteration 47Q: 3 clusters Score -8959326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3453 members 
Mstep: Class 2 contains 44647 members 
Entering Unmasked Estep 
Score: -8959333.000000 Penalty: 5347.394531
	Iteration 48Q: 3 clusters Score -8959333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -8959341.000000 Penalty: 5347.394531
	Iteration 49Q: 3 clusters Score -8959341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 44639 members 
Entering Unmasked Estep 
Score: -8959339.000000 Penalty: 5347.394531
	Iteration 50Q: 3 clusters Score -8959339 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -8959345.000000 Penalty: 5347.394531
	Iteration 51Q: 3 clusters Score -8959345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 44632 members 
Entering Unmasked Estep 
Score: -8959328.000000 Penalty: 5347.394531
	Iteration 52Q: 3 clusters Score -8959328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3469 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -8959331.000000 Penalty: 5347.394531
	Iteration 53Q: 3 clusters Score -8959331 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -8959332.000000 Penalty: 5347.394531
	Iteration 54Q: 3 clusters Score -8959332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -8959332.000000 Penalty: 5347.394531
	Iteration 55F: 3 clusters Score -8959332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 67295 members 
Mstep: Class 6 contains 66136 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 70573 members 
Mstep: Class 9 contains 47150 members 
Mstep: Class 10 contains 81719 members 
Mstep: Class 11 contains 96534 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Entering Unmasked Estep 
Score: -207502768.000000 Penalty: 79430.890625
Splitting cluster 4 changes total score from -207412480.000000 to -207502768.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (67295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67295 members 
Entering Unmasked Estep 
Score: -12867983.000000 Penalty: 2756.976562
	Iteration 0F: 2 clusters Score -1.286798e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33694 members 
Mstep: Class 2 contains 33601 members 
Entering Unmasked Estep 
Score: -12859334.000000 Penalty: 5513.953125
	Iteration 0F: 3 clusters Score -1.285933e+07 nChanged 31344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 33081 members 
Entering Unmasked Estep 
Score: -12876814.000000 Penalty: 5513.953125
	Iteration 1F: 3 clusters Score -1.287681e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 32682 members 
Entering Unmasked Estep 
Score: -12877428.000000 Penalty: 5513.953125
	Iteration 2Q: 3 clusters Score -1.287743e+07 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 32256 members 
Entering Unmasked Estep 
Score: -12878080.000000 Penalty: 5513.953125
	Iteration 3Q: 3 clusters Score -1.287808e+07 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35450 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -12878688.000000 Penalty: 5513.953125
	Iteration 4Q: 3 clusters Score -1.287869e+07 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35758 members 
Mstep: Class 2 contains 31537 members 
Entering Unmasked Estep 
Score: -12879663.000000 Penalty: 5513.953125
	Iteration 5Q: 3 clusters Score -1.287966e+07 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35825 members 
Mstep: Class 2 contains 31470 members 
Entering Unmasked Estep 
Score: -12881126.000000 Penalty: 5513.953125
	Iteration 6F: 3 clusters Score -1.288113e+07 nChanged 4052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35517 members 
Mstep: Class 2 contains 31778 members 
Entering Unmasked Estep 
Score: -12883797.000000 Penalty: 5513.953125
	Iteration 7F: 3 clusters Score -1.28838e+07 nChanged 4589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34912 members 
Mstep: Class 2 contains 32383 members 
Entering Unmasked Estep 
Score: -12886843.000000 Penalty: 5513.953125
	Iteration 8F: 3 clusters Score -1.288684e+07 nChanged 4218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34106 members 
Mstep: Class 2 contains 33189 members 
Entering Unmasked Estep 
Score: -12888868.000000 Penalty: 5513.953125
	Iteration 9F: 3 clusters Score -1.288887e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -12889482.000000 Penalty: 5513.953125
	Iteration 10Q: 3 clusters Score -1.288948e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 34740 members 
Entering Unmasked Estep 
Score: -12889738.000000 Penalty: 5513.953125
	Iteration 11Q: 3 clusters Score -1.288974e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31861 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -12889844.000000 Penalty: 5513.953125
	Iteration 12Q: 3 clusters Score -1.288984e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31265 members 
Mstep: Class 2 contains 36030 members 
Entering Unmasked Estep 
Score: -12889914.000000 Penalty: 5513.953125
	Iteration 13Q: 3 clusters Score -1.288991e+07 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 36574 members 
Entering Unmasked Estep 
Score: -12890014.000000 Penalty: 5513.953125
	Iteration 14Q: 3 clusters Score -1.289001e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30213 members 
Mstep: Class 2 contains 37082 members 
Entering Unmasked Estep 
Score: -12890022.000000 Penalty: 5513.953125
	Iteration 15Q: 3 clusters Score -1.289002e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 37517 members 
Entering Unmasked Estep 
Score: -12890059.000000 Penalty: 5513.953125
	Iteration 16Q: 3 clusters Score -1.289006e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 37880 members 
Entering Unmasked Estep 
Score: -12890046.000000 Penalty: 5513.953125
	Iteration 17Q: 3 clusters Score -1.289005e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29102 members 
Mstep: Class 2 contains 38193 members 
Entering Unmasked Estep 
Score: -12890092.000000 Penalty: 5513.953125
	Iteration 18Q: 3 clusters Score -1.289009e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 38508 members 
Entering Unmasked Estep 
Score: -12890082.000000 Penalty: 5513.953125
	Iteration 19Q: 3 clusters Score -1.289008e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Mstep: Class 2 contains 38767 members 
Entering Unmasked Estep 
Score: -12890145.000000 Penalty: 5513.953125
	Iteration 20F: 3 clusters Score -1.289014e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28376 members 
Mstep: Class 2 contains 38919 members 
Entering Unmasked Estep 
Score: -12890162.000000 Penalty: 5513.953125
	Iteration 21Q: 3 clusters Score -1.289016e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28355 members 
Mstep: Class 2 contains 38940 members 
Entering Unmasked Estep 
Score: -12890132.000000 Penalty: 5513.953125
	Iteration 22Q: 3 clusters Score -1.289013e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28391 members 
Mstep: Class 2 contains 38904 members 
Entering Unmasked Estep 
Score: -12890149.000000 Penalty: 5513.953125
	Iteration 23Q: 3 clusters Score -1.289015e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28469 members 
Mstep: Class 2 contains 38826 members 
Entering Unmasked Estep 
Score: -12890173.000000 Penalty: 5513.953125
	Iteration 24Q: 3 clusters Score -1.289017e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -12890191.000000 Penalty: 5513.953125
	Iteration 25Q: 3 clusters Score -1.289019e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 38464 members 
Entering Unmasked Estep 
Score: -12890271.000000 Penalty: 5513.953125
	Iteration 26Q: 3 clusters Score -1.289027e+07 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29136 members 
Mstep: Class 2 contains 38159 members 
Entering Unmasked Estep 
Score: -12890298.000000 Penalty: 5513.953125
	Iteration 27Q: 3 clusters Score -1.28903e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29517 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -12890301.000000 Penalty: 5513.953125
	Iteration 28Q: 3 clusters Score -1.28903e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29924 members 
Mstep: Class 2 contains 37371 members 
Entering Unmasked Estep 
Score: -12890411.000000 Penalty: 5513.953125
	Iteration 29Q: 3 clusters Score -1.289041e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -12890477.000000 Penalty: 5513.953125
	Iteration 30Q: 3 clusters Score -1.289048e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 36393 members 
Entering Unmasked Estep 
Score: -12890546.000000 Penalty: 5513.953125
	Iteration 31Q: 3 clusters Score -1.289055e+07 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 35871 members 
Entering Unmasked Estep 
Score: -12890642.000000 Penalty: 5513.953125
	Iteration 32Q: 3 clusters Score -1.289064e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 35297 members 
Entering Unmasked Estep 
Score: -12890740.000000 Penalty: 5513.953125
	Iteration 33Q: 3 clusters Score -1.289074e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32531 members 
Mstep: Class 2 contains 34764 members 
Entering Unmasked Estep 
Score: -12890895.000000 Penalty: 5513.953125
	Iteration 34Q: 3 clusters Score -1.28909e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 34212 members 
Entering Unmasked Estep 
Score: -12890979.000000 Penalty: 5513.953125
	Iteration 35Q: 3 clusters Score -1.289098e+07 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -12891249.000000 Penalty: 5513.953125
	Iteration 36Q: 3 clusters Score -1.289125e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34208 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -12891428.000000 Penalty: 5513.953125
	Iteration 37Q: 3 clusters Score -1.289143e+07 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -12891596.000000 Penalty: 5513.953125
	Iteration 38Q: 3 clusters Score -1.28916e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 32138 members 
Entering Unmasked Estep 
Score: -12891763.000000 Penalty: 5513.953125
	Iteration 39Q: 3 clusters Score -1.289176e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35551 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -12891905.000000 Penalty: 5513.953125
	Iteration 40F: 3 clusters Score -1.28919e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35882 members 
Mstep: Class 2 contains 31413 members 
Entering Unmasked Estep 
Score: -12891984.000000 Penalty: 5513.953125
	Iteration 41Q: 3 clusters Score -1.289198e+07 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36132 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -12892154.000000 Penalty: 5513.953125
	Iteration 42Q: 3 clusters Score -1.289215e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36389 members 
Mstep: Class 2 contains 30906 members 
Entering Unmasked Estep 
Score: -12892353.000000 Penalty: 5513.953125
	Iteration 43Q: 3 clusters Score -1.289235e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36624 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -12892508.000000 Penalty: 5513.953125
	Iteration 44Q: 3 clusters Score -1.289251e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36838 members 
Mstep: Class 2 contains 30457 members 
Entering Unmasked Estep 
Score: -12892715.000000 Penalty: 5513.953125
	Iteration 45Q: 3 clusters Score -1.289272e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37043 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -12892939.000000 Penalty: 5513.953125
	Iteration 46Q: 3 clusters Score -1.289294e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37222 members 
Mstep: Class 2 contains 30073 members 
Entering Unmasked Estep 
Score: -12893187.000000 Penalty: 5513.953125
	Iteration 47Q: 3 clusters Score -1.289319e+07 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37386 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -12893409.000000 Penalty: 5513.953125
	Iteration 48Q: 3 clusters Score -1.289341e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -12893639.000000 Penalty: 5513.953125
	Iteration 49Q: 3 clusters Score -1.289364e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 29596 members 
Entering Unmasked Estep 
Score: -12893926.000000 Penalty: 5513.953125
	Iteration 50Q: 3 clusters Score -1.289393e+07 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37840 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -12894212.000000 Penalty: 5513.953125
	Iteration 51Q: 3 clusters Score -1.289421e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37976 members 
Mstep: Class 2 contains 29319 members 
Entering Unmasked Estep 
Score: -12894574.000000 Penalty: 5513.953125
	Iteration 52Q: 3 clusters Score -1.289457e+07 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38145 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -12894907.000000 Penalty: 5513.953125
	Iteration 53Q: 3 clusters Score -1.289491e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -12895129.000000 Penalty: 5513.953125
	Iteration 54Q: 3 clusters Score -1.289513e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38444 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -12895435.000000 Penalty: 5513.953125
	Iteration 55Q: 3 clusters Score -1.289544e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -12895652.000000 Penalty: 5513.953125
	Iteration 56Q: 3 clusters Score -1.289565e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38728 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -12895912.000000 Penalty: 5513.953125
	Iteration 57Q: 3 clusters Score -1.289591e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38862 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -12896071.000000 Penalty: 5513.953125
	Iteration 58Q: 3 clusters Score -1.289607e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39032 members 
Mstep: Class 2 contains 28263 members 
Entering Unmasked Estep 
Score: -12896262.000000 Penalty: 5513.953125
	Iteration 59Q: 3 clusters Score -1.289626e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39192 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -12896479.000000 Penalty: 5513.953125
	Iteration 60F: 3 clusters Score -1.289648e+07 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 27904 members 
Entering Unmasked Estep 
Score: -12896630.000000 Penalty: 5513.953125
	Iteration 61Q: 3 clusters Score -1.289663e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39590 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -12896649.000000 Penalty: 5513.953125
	Iteration 62Q: 3 clusters Score -1.289665e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -12896762.000000 Penalty: 5513.953125
	Iteration 63Q: 3 clusters Score -1.289676e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -12896835.000000 Penalty: 5513.953125
	Iteration 64Q: 3 clusters Score -1.289684e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 27223 members 
Entering Unmasked Estep 
Score: -12896917.000000 Penalty: 5513.953125
	Iteration 65Q: 3 clusters Score -1.289692e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -12896947.000000 Penalty: 5513.953125
	Iteration 66Q: 3 clusters Score -1.289695e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40316 members 
Mstep: Class 2 contains 26979 members 
Entering Unmasked Estep 
Score: -12897062.000000 Penalty: 5513.953125
	Iteration 67Q: 3 clusters Score -1.289706e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 26872 members 
Entering Unmasked Estep 
Score: -12897091.000000 Penalty: 5513.953125
	Iteration 68Q: 3 clusters Score -1.289709e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40519 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -12897132.000000 Penalty: 5513.953125
	Iteration 69Q: 3 clusters Score -1.289713e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40619 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -12897184.000000 Penalty: 5513.953125
	Iteration 70Q: 3 clusters Score -1.289718e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -12897184.000000 Penalty: 5513.953125
	Iteration 71Q: 3 clusters Score -1.289718e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 26491 members 
Entering Unmasked Estep 
Score: -12897176.000000 Penalty: 5513.953125
	Iteration 72Q: 3 clusters Score -1.289718e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40872 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -12897180.000000 Penalty: 5513.953125
	Iteration 73Q: 3 clusters Score -1.289718e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40925 members 
Mstep: Class 2 contains 26370 members 
Entering Unmasked Estep 
Score: -12897160.000000 Penalty: 5513.953125
	Iteration 74Q: 3 clusters Score -1.289716e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40964 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -12897143.000000 Penalty: 5513.953125
	Iteration 75Q: 3 clusters Score -1.289714e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40993 members 
Mstep: Class 2 contains 26302 members 
Entering Unmasked Estep 
Score: -12897129.000000 Penalty: 5513.953125
	Iteration 76Q: 3 clusters Score -1.289713e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41016 members 
Mstep: Class 2 contains 26279 members 
Entering Unmasked Estep 
Score: -12897091.000000 Penalty: 5513.953125
	Iteration 77Q: 3 clusters Score -1.289709e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -12897076.000000 Penalty: 5513.953125
	Iteration 78Q: 3 clusters Score -1.289708e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41050 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -12897084.000000 Penalty: 5513.953125
	Iteration 79Q: 3 clusters Score -1.289708e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Mstep: Class 2 contains 26228 members 
Entering Unmasked Estep 
Score: -12897094.000000 Penalty: 5513.953125
	Iteration 80F: 3 clusters Score -1.289709e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41092 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -12897077.000000 Penalty: 5513.953125
	Iteration 81Q: 3 clusters Score -1.289708e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41116 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -12897079.000000 Penalty: 5513.953125
	Iteration 82Q: 3 clusters Score -1.289708e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41138 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -12897078.000000 Penalty: 5513.953125
	Iteration 83Q: 3 clusters Score -1.289708e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 26139 members 
Entering Unmasked Estep 
Score: -12897060.000000 Penalty: 5513.953125
	Iteration 84Q: 3 clusters Score -1.289706e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41173 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -12897048.000000 Penalty: 5513.953125
	Iteration 85Q: 3 clusters Score -1.289705e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 26089 members 
Entering Unmasked Estep 
Score: -12897034.000000 Penalty: 5513.953125
	Iteration 86Q: 3 clusters Score -1.289703e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 26066 members 
Entering Unmasked Estep 
Score: -12897060.000000 Penalty: 5513.953125
	Iteration 87Q: 3 clusters Score -1.289706e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -12897061.000000 Penalty: 5513.953125
	Iteration 88Q: 3 clusters Score -1.289706e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 26019 members 
Entering Unmasked Estep 
Score: -12897065.000000 Penalty: 5513.953125
	Iteration 89Q: 3 clusters Score -1.289706e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41298 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -12897076.000000 Penalty: 5513.953125
	Iteration 90Q: 3 clusters Score -1.289708e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -12897085.000000 Penalty: 5513.953125
	Iteration 91Q: 3 clusters Score -1.289708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41337 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -12897076.000000 Penalty: 5513.953125
	Iteration 92Q: 3 clusters Score -1.289708e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41355 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -12897096.000000 Penalty: 5513.953125
	Iteration 93Q: 3 clusters Score -1.28971e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41382 members 
Mstep: Class 2 contains 25913 members 
Entering Unmasked Estep 
Score: -12897074.000000 Penalty: 5513.953125
	Iteration 94Q: 3 clusters Score -1.289707e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -12897070.000000 Penalty: 5513.953125
	Iteration 95Q: 3 clusters Score -1.289707e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41405 members 
Mstep: Class 2 contains 25890 members 
Entering Unmasked Estep 
Score: -12897083.000000 Penalty: 5513.953125
	Iteration 96Q: 3 clusters Score -1.289708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -12897058.000000 Penalty: 5513.953125
	Iteration 97Q: 3 clusters Score -1.289706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -12897076.000000 Penalty: 5513.953125
	Iteration 98Q: 3 clusters Score -1.289708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
Score: -12897078.000000 Penalty: 5513.953125
	Iteration 99Q: 3 clusters Score -1.289708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 25873 members 
Entering Unmasked Estep 
Score: -12897072.000000 Penalty: 5513.953125
	Iteration 100F: 3 clusters Score -1.289707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41426 members 
Mstep: Class 2 contains 25869 members 
Entering Unmasked Estep 
Score: -12897065.000000 Penalty: 5513.953125
	Iteration 101Q: 3 clusters Score -1.289706e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41432 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -12897067.000000 Penalty: 5513.953125
	Iteration 102Q: 3 clusters Score -1.289707e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 25858 members 
Entering Unmasked Estep 
Score: -12897073.000000 Penalty: 5513.953125
	Iteration 103Q: 3 clusters Score -1.289707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 25849 members 
Entering Unmasked Estep 
Score: -12897083.000000 Penalty: 5513.953125
	Iteration 104Q: 3 clusters Score -1.289708e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41457 members 
Mstep: Class 2 contains 25838 members 
Entering Unmasked Estep 
Score: -12897083.000000 Penalty: 5513.953125
	Iteration 105Q: 3 clusters Score -1.289708e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41473 members 
Mstep: Class 2 contains 25822 members 
Entering Unmasked Estep 
Score: -12897089.000000 Penalty: 5513.953125
	Iteration 106Q: 3 clusters Score -1.289709e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41492 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -12897091.000000 Penalty: 5513.953125
	Iteration 107Q: 3 clusters Score -1.289709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -12897105.000000 Penalty: 5513.953125
	Iteration 108Q: 3 clusters Score -1.28971e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 25777 members 
Entering Unmasked Estep 
Score: -12897104.000000 Penalty: 5513.953125
	Iteration 109Q: 3 clusters Score -1.28971e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 25767 members 
Entering Unmasked Estep 
Score: -12897099.000000 Penalty: 5513.953125
	Iteration 110Q: 3 clusters Score -1.28971e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 25750 members 
Entering Unmasked Estep 
Score: -12897104.000000 Penalty: 5513.953125
	Iteration 111Q: 3 clusters Score -1.28971e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41567 members 
Mstep: Class 2 contains 25728 members 
Entering Unmasked Estep 
Score: -12897108.000000 Penalty: 5513.953125
	Iteration 112Q: 3 clusters Score -1.289711e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 25710 members 
Entering Unmasked Estep 
Score: -12897097.000000 Penalty: 5513.953125
	Iteration 113Q: 3 clusters Score -1.28971e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 25695 members 
Entering Unmasked Estep 
Score: -12897091.000000 Penalty: 5513.953125
	Iteration 114Q: 3 clusters Score -1.289709e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41607 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -12897101.000000 Penalty: 5513.953125
	Iteration 115Q: 3 clusters Score -1.28971e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 25679 members 
Entering Unmasked Estep 
Score: -12897111.000000 Penalty: 5513.953125
	Iteration 116Q: 3 clusters Score -1.289711e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 25665 members 
Entering Unmasked Estep 
Score: -12897099.000000 Penalty: 5513.953125
	Iteration 117Q: 3 clusters Score -1.28971e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 25653 members 
Entering Unmasked Estep 
Score: -12897068.000000 Penalty: 5513.953125
	Iteration 118Q: 3 clusters Score -1.289707e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 25630 members 
Entering Unmasked Estep 
Score: -12897085.000000 Penalty: 5513.953125
	Iteration 119Q: 3 clusters Score -1.289708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 25611 members 
Entering Unmasked Estep 
Score: -12897047.000000 Penalty: 5513.953125
	Iteration 120F: 3 clusters Score -1.289705e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41700 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -12897045.000000 Penalty: 5513.953125
	Iteration 121Q: 3 clusters Score -1.289704e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41719 members 
Mstep: Class 2 contains 25576 members 
Entering Unmasked Estep 
Score: -12897060.000000 Penalty: 5513.953125
	Iteration 122Q: 3 clusters Score -1.289706e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -12897052.000000 Penalty: 5513.953125
	Iteration 123Q: 3 clusters Score -1.289705e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41753 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -12897034.000000 Penalty: 5513.953125
	Iteration 124Q: 3 clusters Score -1.289703e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 25524 members 
Entering Unmasked Estep 
Score: -12897037.000000 Penalty: 5513.953125
	Iteration 125Q: 3 clusters Score -1.289704e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -12897032.000000 Penalty: 5513.953125
	Iteration 126Q: 3 clusters Score -1.289703e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 25500 members 
Entering Unmasked Estep 
Score: -12897024.000000 Penalty: 5513.953125
	Iteration 127Q: 3 clusters Score -1.289702e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41802 members 
Mstep: Class 2 contains 25493 members 
Entering Unmasked Estep 
Score: -12897038.000000 Penalty: 5513.953125
	Iteration 128Q: 3 clusters Score -1.289704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -12897027.000000 Penalty: 5513.953125
	Iteration 129Q: 3 clusters Score -1.289703e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 25479 members 
Entering Unmasked Estep 
Score: -12897016.000000 Penalty: 5513.953125
	Iteration 130Q: 3 clusters Score -1.289702e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -12897017.000000 Penalty: 5513.953125
	Iteration 131Q: 3 clusters Score -1.289702e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -12897014.000000 Penalty: 5513.953125
	Iteration 132Q: 3 clusters Score -1.289701e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -12897012.000000 Penalty: 5513.953125
	Iteration 133Q: 3 clusters Score -1.289701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 25457 members 
Entering Unmasked Estep 
Score: -12897005.000000 Penalty: 5513.953125
	Iteration 134Q: 3 clusters Score -1.2897e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -12897002.000000 Penalty: 5513.953125
	Iteration 135Q: 3 clusters Score -1.2897e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -12897008.000000 Penalty: 5513.953125
	Iteration 136Q: 3 clusters Score -1.289701e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41841 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -12897008.000000 Penalty: 5513.953125
	Iteration 137Q: 3 clusters Score -1.289701e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -12897015.000000 Penalty: 5513.953125
	Iteration 138Q: 3 clusters Score -1.289702e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -12897003.000000 Penalty: 5513.953125
	Iteration 139Q: 3 clusters Score -1.2897e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41845 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -12897009.000000 Penalty: 5513.953125
	Iteration 140F: 3 clusters Score -1.289701e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 66136 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 70573 members 
Mstep: Class 9 contains 47150 members 
Mstep: Class 10 contains 81719 members 
Mstep: Class 11 contains 96534 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Entering Unmasked Estep 
Score: -207526896.000000 Penalty: 82884.414062
Splitting cluster 5 changes total score from -207412480.000000 to -207526896.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (66136 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66136 members 
Entering Unmasked Estep 
Score: -12634069.000000 Penalty: 2752.668213
	Iteration 0F: 2 clusters Score -1.263407e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -12620746.000000 Penalty: 5505.336426
	Iteration 0F: 3 clusters Score -1.262075e+07 nChanged 31010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 32053 members 
Entering Unmasked Estep 
Score: -12638389.000000 Penalty: 5505.336426
	Iteration 1F: 3 clusters Score -1.263839e+07 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 31236 members 
Entering Unmasked Estep 
Score: -12639598.000000 Penalty: 5505.336426
	Iteration 2Q: 3 clusters Score -1.26396e+07 nChanged 3498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36250 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -12640993.000000 Penalty: 5505.336426
	Iteration 3F: 3 clusters Score -1.264099e+07 nChanged 4000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38246 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -12642798.000000 Penalty: 5505.336426
	Iteration 4F: 3 clusters Score -1.26428e+07 nChanged 4304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40676 members 
Mstep: Class 2 contains 25460 members 
Entering Unmasked Estep 
Score: -12645004.000000 Penalty: 5505.336426
	Iteration 5F: 3 clusters Score -1.2645e+07 nChanged 4667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42987 members 
Mstep: Class 2 contains 23149 members 
Entering Unmasked Estep 
Score: -12647523.000000 Penalty: 5505.336426
	Iteration 6F: 3 clusters Score -1.264752e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44310 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -12650369.000000 Penalty: 5505.336426
	Iteration 7F: 3 clusters Score -1.265037e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44479 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -12652554.000000 Penalty: 5505.336426
	Iteration 8F: 3 clusters Score -1.265255e+07 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -12653485.000000 Penalty: 5505.336426
	Iteration 9Q: 3 clusters Score -1.265348e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43936 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -12653933.000000 Penalty: 5505.336426
	Iteration 10Q: 3 clusters Score -1.265393e+07 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43715 members 
Mstep: Class 2 contains 22421 members 
Entering Unmasked Estep 
Score: -12654338.000000 Penalty: 5505.336426
	Iteration 11Q: 3 clusters Score -1.265434e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -12654577.000000 Penalty: 5505.336426
	Iteration 12Q: 3 clusters Score -1.265458e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43244 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -12654931.000000 Penalty: 5505.336426
	Iteration 13Q: 3 clusters Score -1.265493e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43074 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -12655213.000000 Penalty: 5505.336426
	Iteration 14Q: 3 clusters Score -1.265521e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -12655442.000000 Penalty: 5505.336426
	Iteration 15Q: 3 clusters Score -1.265544e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42874 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -12655647.000000 Penalty: 5505.336426
	Iteration 16Q: 3 clusters Score -1.265565e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42835 members 
Mstep: Class 2 contains 23301 members 
Entering Unmasked Estep 
Score: -12655817.000000 Penalty: 5505.336426
	Iteration 17Q: 3 clusters Score -1.265582e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42812 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -12655935.000000 Penalty: 5505.336426
	Iteration 18Q: 3 clusters Score -1.265594e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42795 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -12656069.000000 Penalty: 5505.336426
	Iteration 19Q: 3 clusters Score -1.265607e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42768 members 
Mstep: Class 2 contains 23368 members 
Entering Unmasked Estep 
Score: -12656183.000000 Penalty: 5505.336426
	Iteration 20F: 3 clusters Score -1.265618e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42736 members 
Mstep: Class 2 contains 23400 members 
Entering Unmasked Estep 
Score: -12656291.000000 Penalty: 5505.336426
	Iteration 21Q: 3 clusters Score -1.265629e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42713 members 
Mstep: Class 2 contains 23423 members 
Entering Unmasked Estep 
Score: -12656437.000000 Penalty: 5505.336426
	Iteration 22Q: 3 clusters Score -1.265644e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42677 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -12656498.000000 Penalty: 5505.336426
	Iteration 23Q: 3 clusters Score -1.26565e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42638 members 
Mstep: Class 2 contains 23498 members 
Entering Unmasked Estep 
Score: -12656538.000000 Penalty: 5505.336426
	Iteration 24Q: 3 clusters Score -1.265654e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42613 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -12656575.000000 Penalty: 5505.336426
	Iteration 25Q: 3 clusters Score -1.265658e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -12656647.000000 Penalty: 5505.336426
	Iteration 26Q: 3 clusters Score -1.265665e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 23532 members 
Entering Unmasked Estep 
Score: -12656685.000000 Penalty: 5505.336426
	Iteration 27Q: 3 clusters Score -1.265668e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42609 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -12656726.000000 Penalty: 5505.336426
	Iteration 28Q: 3 clusters Score -1.265673e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42614 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -12656772.000000 Penalty: 5505.336426
	Iteration 29Q: 3 clusters Score -1.265677e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42610 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -12656767.000000 Penalty: 5505.336426
	Iteration 30Q: 3 clusters Score -1.265677e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42596 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
Score: -12656830.000000 Penalty: 5505.336426
	Iteration 31Q: 3 clusters Score -1.265683e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -12656883.000000 Penalty: 5505.336426
	Iteration 32Q: 3 clusters Score -1.265688e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42592 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -12656923.000000 Penalty: 5505.336426
	Iteration 33Q: 3 clusters Score -1.265692e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -12656937.000000 Penalty: 5505.336426
	Iteration 34Q: 3 clusters Score -1.265694e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42582 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -12656994.000000 Penalty: 5505.336426
	Iteration 35Q: 3 clusters Score -1.265699e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 23568 members 
Entering Unmasked Estep 
Score: -12657001.000000 Penalty: 5505.336426
	Iteration 36Q: 3 clusters Score -1.2657e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42565 members 
Mstep: Class 2 contains 23571 members 
Entering Unmasked Estep 
Score: -12657019.000000 Penalty: 5505.336426
	Iteration 37Q: 3 clusters Score -1.265702e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42573 members 
Mstep: Class 2 contains 23563 members 
Entering Unmasked Estep 
Score: -12657027.000000 Penalty: 5505.336426
	Iteration 38Q: 3 clusters Score -1.265703e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42561 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -12657021.000000 Penalty: 5505.336426
	Iteration 39Q: 3 clusters Score -1.265702e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -12657047.000000 Penalty: 5505.336426
	Iteration 40F: 3 clusters Score -1.265705e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -12657053.000000 Penalty: 5505.336426
	Iteration 41Q: 3 clusters Score -1.265705e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -12657068.000000 Penalty: 5505.336426
	Iteration 42Q: 3 clusters Score -1.265707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -12657073.000000 Penalty: 5505.336426
	Iteration 43Q: 3 clusters Score -1.265707e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42551 members 
Mstep: Class 2 contains 23585 members 
Entering Unmasked Estep 
Score: -12657061.000000 Penalty: 5505.336426
	Iteration 44Q: 3 clusters Score -1.265706e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -12657068.000000 Penalty: 5505.336426
	Iteration 45Q: 3 clusters Score -1.265707e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -12657069.000000 Penalty: 5505.336426
	Iteration 46Q: 3 clusters Score -1.265707e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -12657073.000000 Penalty: 5505.336426
	Iteration 47Q: 3 clusters Score -1.265707e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -12657088.000000 Penalty: 5505.336426
	Iteration 48Q: 3 clusters Score -1.265709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -12657089.000000 Penalty: 5505.336426
	Iteration 49Q: 3 clusters Score -1.265709e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42533 members 
Mstep: Class 2 contains 23603 members 
Entering Unmasked Estep 
Score: -12657091.000000 Penalty: 5505.336426
	Iteration 50Q: 3 clusters Score -1.265709e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42538 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -12657087.000000 Penalty: 5505.336426
	Iteration 51Q: 3 clusters Score -1.265709e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -12657081.000000 Penalty: 5505.336426
	Iteration 52Q: 3 clusters Score -1.265708e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -12657088.000000 Penalty: 5505.336426
	Iteration 53Q: 3 clusters Score -1.265709e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -12657083.000000 Penalty: 5505.336426
	Iteration 54Q: 3 clusters Score -1.265708e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -12657071.000000 Penalty: 5505.336426
	Iteration 55Q: 3 clusters Score -1.265707e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -12657085.000000 Penalty: 5505.336426
	Iteration 56Q: 3 clusters Score -1.265708e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -12657074.000000 Penalty: 5505.336426
	Iteration 57Q: 3 clusters Score -1.265707e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -12657070.000000 Penalty: 5505.336426
	Iteration 58Q: 3 clusters Score -1.265707e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -12657076.000000 Penalty: 5505.336426
	Iteration 59Q: 3 clusters Score -1.265708e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -12657074.000000 Penalty: 5505.336426
	Iteration 60F: 3 clusters Score -1.265707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -12657084.000000 Penalty: 5505.336426
	Iteration 61Q: 3 clusters Score -1.265708e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -12657074.000000 Penalty: 5505.336426
	Iteration 62Q: 3 clusters Score -1.265707e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -12657082.000000 Penalty: 5505.336426
	Iteration 63Q: 3 clusters Score -1.265708e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42540 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -12657100.000000 Penalty: 5505.336426
	Iteration 64Q: 3 clusters Score -1.26571e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -12657104.000000 Penalty: 5505.336426
	Iteration 65Q: 3 clusters Score -1.26571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42547 members 
Mstep: Class 2 contains 23589 members 
Entering Unmasked Estep 
Score: -12657098.000000 Penalty: 5505.336426
	Iteration 66Q: 3 clusters Score -1.26571e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42549 members 
Mstep: Class 2 contains 23587 members 
Entering Unmasked Estep 
Score: -12657105.000000 Penalty: 5505.336426
	Iteration 67Q: 3 clusters Score -1.26571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 23590 members 
Entering Unmasked Estep 
Score: -12657112.000000 Penalty: 5505.336426
	Iteration 68Q: 3 clusters Score -1.265711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -12657108.000000 Penalty: 5505.336426
	Iteration 69Q: 3 clusters Score -1.265711e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -12657097.000000 Penalty: 5505.336426
	Iteration 70Q: 3 clusters Score -1.26571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -12657099.000000 Penalty: 5505.336426
	Iteration 71Q: 3 clusters Score -1.26571e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -12657107.000000 Penalty: 5505.336426
	Iteration 72Q: 3 clusters Score -1.265711e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -12657105.000000 Penalty: 5505.336426
	Iteration 73Q: 3 clusters Score -1.26571e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42542 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -12657105.000000 Penalty: 5505.336426
	Iteration 74Q: 3 clusters Score -1.26571e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42543 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -12657113.000000 Penalty: 5505.336426
	Iteration 75Q: 3 clusters Score -1.265711e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42544 members 
Mstep: Class 2 contains 23592 members 
Entering Unmasked Estep 
Score: -12657117.000000 Penalty: 5505.336426
	Iteration 76Q: 3 clusters Score -1.265712e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -12657121.000000 Penalty: 5505.336426
	Iteration 77Q: 3 clusters Score -1.265712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42545 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -12657121.000000 Penalty: 5505.336426
	Iteration 78F: 3 clusters Score -1.265712e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 2513 members 
Mstep: Class 8 contains 70573 members 
Mstep: Class 9 contains 47150 members 
Mstep: Class 10 contains 81719 members 
Mstep: Class 11 contains 96534 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Entering Unmasked Estep 
Score: -207544304.000000 Penalty: 86337.929688
Splitting cluster 6 changes total score from -207412480.000000 to -207544304.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (2513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Entering Unmasked Estep 
Score: -358503.968750 Penalty: 1941.649658
	Iteration 0F: 2 clusters Score -358504 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -356250.406250 Penalty: 3883.299316
	Iteration 0F: 3 clusters Score -356250.4 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -360384.437500 Penalty: 3883.299316
	Iteration 1F: 3 clusters Score -360384.4 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -368010.375000 Penalty: 3883.299316
	Iteration 2F: 3 clusters Score -368010.4 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -371937.937500 Penalty: 3883.299316
	Iteration 3F: 3 clusters Score -371937.9 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -373773.468750 Penalty: 3883.299316
	Iteration 4Q: 3 clusters Score -373773.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -374445.656250 Penalty: 3883.299316
	Iteration 5Q: 3 clusters Score -374445.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -374664.468750 Penalty: 3883.299316
	Iteration 6Q: 3 clusters Score -374664.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -374968.187500 Penalty: 3883.299316
	Iteration 7Q: 3 clusters Score -374968.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -375195.375000 Penalty: 3883.299316
	Iteration 8Q: 3 clusters Score -375195.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -375403.906250 Penalty: 3883.299316
	Iteration 9Q: 3 clusters Score -375403.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -375575.187500 Penalty: 3883.299316
	Iteration 10Q: 3 clusters Score -375575.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -375750.156250 Penalty: 3883.299316
	Iteration 11Q: 3 clusters Score -375750.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -375872.281250 Penalty: 3883.299316
	Iteration 12Q: 3 clusters Score -375872.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -375932.937500 Penalty: 3883.299316
	Iteration 13Q: 3 clusters Score -375932.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -376012.718750 Penalty: 3883.299316
	Iteration 14Q: 3 clusters Score -376012.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -376058.500000 Penalty: 3883.299316
	Iteration 15Q: 3 clusters Score -376058.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -376116.500000 Penalty: 3883.299316
	Iteration 16Q: 3 clusters Score -376116.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -376129.125000 Penalty: 3883.299316
	Iteration 17Q: 3 clusters Score -376129.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -376153.468750 Penalty: 3883.299316
	Iteration 18Q: 3 clusters Score -376153.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -376155.968750 Penalty: 3883.299316
	Iteration 19Q: 3 clusters Score -376156 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -376382.875000 Penalty: 3883.299316
	Iteration 20F: 3 clusters Score -376382.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -376804.718750 Penalty: 3883.299316
	Iteration 21Q: 3 clusters Score -376804.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -377692.968750 Penalty: 3883.299316
	Iteration 22Q: 3 clusters Score -377693 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -378082.375000 Penalty: 3883.299316
	Iteration 23Q: 3 clusters Score -378082.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -378084.125000 Penalty: 3883.299316
	Iteration 24Q: 3 clusters Score -378084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -378084.125000 Penalty: 3883.299316
	Iteration 25F: 3 clusters Score -378084.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 70573 members 
Mstep: Class 9 contains 47150 members 
Mstep: Class 10 contains 81719 members 
Mstep: Class 11 contains 96534 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Entering Unmasked Estep 
Score: -207563712.000000 Penalty: 89791.445312
Splitting cluster 7 changes total score from -207412480.000000 to -207563712.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (70573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70573 members 
Entering Unmasked Estep 
Score: -13637898.000000 Penalty: 2768.771973
	Iteration 0F: 2 clusters Score -1.36379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -13632139.000000 Penalty: 5537.543945
	Iteration 0F: 3 clusters Score -1.363214e+07 nChanged 33079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 35469 members 
Entering Unmasked Estep 
Score: -13650697.000000 Penalty: 5537.543945
	Iteration 1F: 3 clusters Score -1.36507e+07 nChanged 3051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35595 members 
Mstep: Class 2 contains 34978 members 
Entering Unmasked Estep 
Score: -13651312.000000 Penalty: 5537.543945
	Iteration 2Q: 3 clusters Score -1.365131e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36493 members 
Mstep: Class 2 contains 34080 members 
Entering Unmasked Estep 
Score: -13652129.000000 Penalty: 5537.543945
	Iteration 3Q: 3 clusters Score -1.365213e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37803 members 
Mstep: Class 2 contains 32770 members 
Entering Unmasked Estep 
Score: -13653279.000000 Penalty: 5537.543945
	Iteration 4Q: 3 clusters Score -1.365328e+07 nChanged 3829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 31211 members 
Entering Unmasked Estep 
Score: -13654860.000000 Penalty: 5537.543945
	Iteration 5F: 3 clusters Score -1.365486e+07 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -13657570.000000 Penalty: 5537.543945
	Iteration 6F: 3 clusters Score -1.365757e+07 nChanged 4960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41659 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -13660848.000000 Penalty: 5537.543945
	Iteration 7F: 3 clusters Score -1.366085e+07 nChanged 4922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 28808 members 
Entering Unmasked Estep 
Score: -13663774.000000 Penalty: 5537.543945
	Iteration 8F: 3 clusters Score -1.366377e+07 nChanged 3692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41423 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -13665103.000000 Penalty: 5537.543945
	Iteration 9F: 3 clusters Score -1.36651e+07 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 29525 members 
Entering Unmasked Estep 
Score: -13665545.000000 Penalty: 5537.543945
	Iteration 10Q: 3 clusters Score -1.366554e+07 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40683 members 
Mstep: Class 2 contains 29890 members 
Entering Unmasked Estep 
Score: -13665889.000000 Penalty: 5537.543945
	Iteration 11Q: 3 clusters Score -1.366589e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 30281 members 
Entering Unmasked Estep 
Score: -13666193.000000 Penalty: 5537.543945
	Iteration 12Q: 3 clusters Score -1.366619e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39914 members 
Mstep: Class 2 contains 30659 members 
Entering Unmasked Estep 
Score: -13666489.000000 Penalty: 5537.543945
	Iteration 13Q: 3 clusters Score -1.366649e+07 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39628 members 
Mstep: Class 2 contains 30945 members 
Entering Unmasked Estep 
Score: -13666657.000000 Penalty: 5537.543945
	Iteration 14Q: 3 clusters Score -1.366666e+07 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -13666846.000000 Penalty: 5537.543945
	Iteration 15Q: 3 clusters Score -1.366685e+07 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 31505 members 
Entering Unmasked Estep 
Score: -13667110.000000 Penalty: 5537.543945
	Iteration 16Q: 3 clusters Score -1.366711e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38712 members 
Mstep: Class 2 contains 31861 members 
Entering Unmasked Estep 
Score: -13667337.000000 Penalty: 5537.543945
	Iteration 17Q: 3 clusters Score -1.366734e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38395 members 
Mstep: Class 2 contains 32178 members 
Entering Unmasked Estep 
Score: -13667440.000000 Penalty: 5537.543945
	Iteration 18Q: 3 clusters Score -1.366744e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38100 members 
Mstep: Class 2 contains 32473 members 
Entering Unmasked Estep 
Score: -13667612.000000 Penalty: 5537.543945
	Iteration 19Q: 3 clusters Score -1.366761e+07 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37823 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -13667829.000000 Penalty: 5537.543945
	Iteration 20F: 3 clusters Score -1.366783e+07 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 33056 members 
Entering Unmasked Estep 
Score: -13667946.000000 Penalty: 5537.543945
	Iteration 21Q: 3 clusters Score -1.366795e+07 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 33364 members 
Entering Unmasked Estep 
Score: -13668053.000000 Penalty: 5537.543945
	Iteration 22Q: 3 clusters Score -1.366805e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36953 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -13668153.000000 Penalty: 5537.543945
	Iteration 23Q: 3 clusters Score -1.366815e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 33874 members 
Entering Unmasked Estep 
Score: -13668274.000000 Penalty: 5537.543945
	Iteration 24Q: 3 clusters Score -1.366827e+07 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36433 members 
Mstep: Class 2 contains 34140 members 
Entering Unmasked Estep 
Score: -13668373.000000 Penalty: 5537.543945
	Iteration 25Q: 3 clusters Score -1.366837e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36218 members 
Mstep: Class 2 contains 34355 members 
Entering Unmasked Estep 
Score: -13668472.000000 Penalty: 5537.543945
	Iteration 26Q: 3 clusters Score -1.366847e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36031 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -13668517.000000 Penalty: 5537.543945
	Iteration 27Q: 3 clusters Score -1.366852e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 34708 members 
Entering Unmasked Estep 
Score: -13668612.000000 Penalty: 5537.543945
	Iteration 28Q: 3 clusters Score -1.366861e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -13668667.000000 Penalty: 5537.543945
	Iteration 29Q: 3 clusters Score -1.366867e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -13668704.000000 Penalty: 5537.543945
	Iteration 30Q: 3 clusters Score -1.36687e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35553 members 
Mstep: Class 2 contains 35020 members 
Entering Unmasked Estep 
Score: -13668735.000000 Penalty: 5537.543945
	Iteration 31Q: 3 clusters Score -1.366874e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35525 members 
Mstep: Class 2 contains 35048 members 
Entering Unmasked Estep 
Score: -13668761.000000 Penalty: 5537.543945
	Iteration 32Q: 3 clusters Score -1.366876e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35494 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -13668827.000000 Penalty: 5537.543945
	Iteration 33Q: 3 clusters Score -1.366883e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -13668844.000000 Penalty: 5537.543945
	Iteration 34Q: 3 clusters Score -1.366884e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -13668859.000000 Penalty: 5537.543945
	Iteration 35Q: 3 clusters Score -1.366886e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -13668871.000000 Penalty: 5537.543945
	Iteration 36Q: 3 clusters Score -1.366887e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 35130 members 
Entering Unmasked Estep 
Score: -13668916.000000 Penalty: 5537.543945
	Iteration 37Q: 3 clusters Score -1.366892e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -13668938.000000 Penalty: 5537.543945
	Iteration 38Q: 3 clusters Score -1.366894e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35451 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -13668932.000000 Penalty: 5537.543945
	Iteration 39Q: 3 clusters Score -1.366893e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -13668911.000000 Penalty: 5537.543945
	Iteration 40F: 3 clusters Score -1.366891e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35452 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -13668930.000000 Penalty: 5537.543945
	Iteration 41Q: 3 clusters Score -1.366893e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35449 members 
Mstep: Class 2 contains 35124 members 
Entering Unmasked Estep 
Score: -13668971.000000 Penalty: 5537.543945
	Iteration 42Q: 3 clusters Score -1.366897e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -13668978.000000 Penalty: 5537.543945
	Iteration 43Q: 3 clusters Score -1.366898e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35431 members 
Mstep: Class 2 contains 35142 members 
Entering Unmasked Estep 
Score: -13669005.000000 Penalty: 5537.543945
	Iteration 44Q: 3 clusters Score -1.3669e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -13669023.000000 Penalty: 5537.543945
	Iteration 45Q: 3 clusters Score -1.366902e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -13669054.000000 Penalty: 5537.543945
	Iteration 46Q: 3 clusters Score -1.366905e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35424 members 
Mstep: Class 2 contains 35149 members 
Entering Unmasked Estep 
Score: -13669083.000000 Penalty: 5537.543945
	Iteration 47Q: 3 clusters Score -1.366908e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 35143 members 
Entering Unmasked Estep 
Score: -13669100.000000 Penalty: 5537.543945
	Iteration 48Q: 3 clusters Score -1.36691e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35433 members 
Mstep: Class 2 contains 35140 members 
Entering Unmasked Estep 
Score: -13669105.000000 Penalty: 5537.543945
	Iteration 49Q: 3 clusters Score -1.36691e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35428 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -13669113.000000 Penalty: 5537.543945
	Iteration 50Q: 3 clusters Score -1.366911e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35439 members 
Mstep: Class 2 contains 35134 members 
Entering Unmasked Estep 
Score: -13669119.000000 Penalty: 5537.543945
	Iteration 51Q: 3 clusters Score -1.366912e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 35113 members 
Entering Unmasked Estep 
Score: -13669148.000000 Penalty: 5537.543945
	Iteration 52Q: 3 clusters Score -1.366915e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35476 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -13669140.000000 Penalty: 5537.543945
	Iteration 53Q: 3 clusters Score -1.366914e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -13669164.000000 Penalty: 5537.543945
	Iteration 54Q: 3 clusters Score -1.366916e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35484 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -13669164.000000 Penalty: 5537.543945
	Iteration 55Q: 3 clusters Score -1.366916e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35465 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -13669178.000000 Penalty: 5537.543945
	Iteration 56Q: 3 clusters Score -1.366918e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -13669206.000000 Penalty: 5537.543945
	Iteration 57Q: 3 clusters Score -1.366921e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -13669185.000000 Penalty: 5537.543945
	Iteration 58Q: 3 clusters Score -1.366918e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 35116 members 
Entering Unmasked Estep 
Score: -13669228.000000 Penalty: 5537.543945
	Iteration 59Q: 3 clusters Score -1.366923e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35475 members 
Mstep: Class 2 contains 35098 members 
Entering Unmasked Estep 
Score: -13669215.000000 Penalty: 5537.543945
	Iteration 60F: 3 clusters Score -1.366922e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35493 members 
Mstep: Class 2 contains 35080 members 
Entering Unmasked Estep 
Score: -13669249.000000 Penalty: 5537.543945
	Iteration 61Q: 3 clusters Score -1.366925e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35512 members 
Mstep: Class 2 contains 35061 members 
Entering Unmasked Estep 
Score: -13669208.000000 Penalty: 5537.543945
	Iteration 62Q: 3 clusters Score -1.366921e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 35047 members 
Entering Unmasked Estep 
Score: -13669208.000000 Penalty: 5537.543945
	Iteration 63Q: 3 clusters Score -1.366921e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35554 members 
Mstep: Class 2 contains 35019 members 
Entering Unmasked Estep 
Score: -13669220.000000 Penalty: 5537.543945
	Iteration 64Q: 3 clusters Score -1.366922e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35583 members 
Mstep: Class 2 contains 34990 members 
Entering Unmasked Estep 
Score: -13669241.000000 Penalty: 5537.543945
	Iteration 65Q: 3 clusters Score -1.366924e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35619 members 
Mstep: Class 2 contains 34954 members 
Entering Unmasked Estep 
Score: -13669256.000000 Penalty: 5537.543945
	Iteration 66Q: 3 clusters Score -1.366926e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35646 members 
Mstep: Class 2 contains 34927 members 
Entering Unmasked Estep 
Score: -13669252.000000 Penalty: 5537.543945
	Iteration 67Q: 3 clusters Score -1.366925e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35675 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -13669245.000000 Penalty: 5537.543945
	Iteration 68Q: 3 clusters Score -1.366924e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35736 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -13669261.000000 Penalty: 5537.543945
	Iteration 69Q: 3 clusters Score -1.366926e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35796 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -13669266.000000 Penalty: 5537.543945
	Iteration 70Q: 3 clusters Score -1.366927e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35870 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -13669299.000000 Penalty: 5537.543945
	Iteration 71Q: 3 clusters Score -1.36693e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -13669275.000000 Penalty: 5537.543945
	Iteration 72Q: 3 clusters Score -1.366928e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 34568 members 
Entering Unmasked Estep 
Score: -13669295.000000 Penalty: 5537.543945
	Iteration 73Q: 3 clusters Score -1.36693e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36055 members 
Mstep: Class 2 contains 34518 members 
Entering Unmasked Estep 
Score: -13669311.000000 Penalty: 5537.543945
	Iteration 74Q: 3 clusters Score -1.366931e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36096 members 
Mstep: Class 2 contains 34477 members 
Entering Unmasked Estep 
Score: -13669298.000000 Penalty: 5537.543945
	Iteration 75Q: 3 clusters Score -1.36693e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36133 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -13669296.000000 Penalty: 5537.543945
	Iteration 76Q: 3 clusters Score -1.36693e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36185 members 
Mstep: Class 2 contains 34388 members 
Entering Unmasked Estep 
Score: -13669320.000000 Penalty: 5537.543945
	Iteration 77Q: 3 clusters Score -1.366932e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36242 members 
Mstep: Class 2 contains 34331 members 
Entering Unmasked Estep 
Score: -13669340.000000 Penalty: 5537.543945
	Iteration 78Q: 3 clusters Score -1.366934e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36301 members 
Mstep: Class 2 contains 34272 members 
Entering Unmasked Estep 
Score: -13669342.000000 Penalty: 5537.543945
	Iteration 79Q: 3 clusters Score -1.366934e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -13669344.000000 Penalty: 5537.543945
	Iteration 80F: 3 clusters Score -1.366934e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36390 members 
Mstep: Class 2 contains 34183 members 
Entering Unmasked Estep 
Score: -13669352.000000 Penalty: 5537.543945
	Iteration 81Q: 3 clusters Score -1.366935e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36423 members 
Mstep: Class 2 contains 34150 members 
Entering Unmasked Estep 
Score: -13669386.000000 Penalty: 5537.543945
	Iteration 82Q: 3 clusters Score -1.366939e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36468 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -13669398.000000 Penalty: 5537.543945
	Iteration 83Q: 3 clusters Score -1.36694e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36526 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -13669414.000000 Penalty: 5537.543945
	Iteration 84Q: 3 clusters Score -1.366941e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36614 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -13669422.000000 Penalty: 5537.543945
	Iteration 85Q: 3 clusters Score -1.366942e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36721 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -13669435.000000 Penalty: 5537.543945
	Iteration 86Q: 3 clusters Score -1.366944e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 33732 members 
Entering Unmasked Estep 
Score: -13669447.000000 Penalty: 5537.543945
	Iteration 87Q: 3 clusters Score -1.366945e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36950 members 
Mstep: Class 2 contains 33623 members 
Entering Unmasked Estep 
Score: -13669476.000000 Penalty: 5537.543945
	Iteration 88Q: 3 clusters Score -1.366948e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37080 members 
Mstep: Class 2 contains 33493 members 
Entering Unmasked Estep 
Score: -13669544.000000 Penalty: 5537.543945
	Iteration 89Q: 3 clusters Score -1.366954e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37200 members 
Mstep: Class 2 contains 33373 members 
Entering Unmasked Estep 
Score: -13669583.000000 Penalty: 5537.543945
	Iteration 90Q: 3 clusters Score -1.366958e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 33237 members 
Entering Unmasked Estep 
Score: -13669678.000000 Penalty: 5537.543945
	Iteration 91Q: 3 clusters Score -1.366968e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37495 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -13669655.000000 Penalty: 5537.543945
	Iteration 92Q: 3 clusters Score -1.366966e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37693 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -13669717.000000 Penalty: 5537.543945
	Iteration 93Q: 3 clusters Score -1.366972e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37899 members 
Mstep: Class 2 contains 32674 members 
Entering Unmasked Estep 
Score: -13669754.000000 Penalty: 5537.543945
	Iteration 94Q: 3 clusters Score -1.366975e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38111 members 
Mstep: Class 2 contains 32462 members 
Entering Unmasked Estep 
Score: -13669821.000000 Penalty: 5537.543945
	Iteration 95Q: 3 clusters Score -1.366982e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 32235 members 
Entering Unmasked Estep 
Score: -13669873.000000 Penalty: 5537.543945
	Iteration 96Q: 3 clusters Score -1.366987e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38585 members 
Mstep: Class 2 contains 31988 members 
Entering Unmasked Estep 
Score: -13669932.000000 Penalty: 5537.543945
	Iteration 97Q: 3 clusters Score -1.366993e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38800 members 
Mstep: Class 2 contains 31773 members 
Entering Unmasked Estep 
Score: -13669960.000000 Penalty: 5537.543945
	Iteration 98Q: 3 clusters Score -1.366996e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 31608 members 
Entering Unmasked Estep 
Score: -13670039.000000 Penalty: 5537.543945
	Iteration 99Q: 3 clusters Score -1.367004e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39121 members 
Mstep: Class 2 contains 31452 members 
Entering Unmasked Estep 
Score: -13670072.000000 Penalty: 5537.543945
	Iteration 100F: 3 clusters Score -1.367007e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 31345 members 
Entering Unmasked Estep 
Score: -13670131.000000 Penalty: 5537.543945
	Iteration 101Q: 3 clusters Score -1.367013e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39313 members 
Mstep: Class 2 contains 31260 members 
Entering Unmasked Estep 
Score: -13670196.000000 Penalty: 5537.543945
	Iteration 102Q: 3 clusters Score -1.36702e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -13670183.000000 Penalty: 5537.543945
	Iteration 103Q: 3 clusters Score -1.367018e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 31096 members 
Entering Unmasked Estep 
Score: -13670248.000000 Penalty: 5537.543945
	Iteration 104Q: 3 clusters Score -1.367025e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 31018 members 
Entering Unmasked Estep 
Score: -13670273.000000 Penalty: 5537.543945
	Iteration 105Q: 3 clusters Score -1.367027e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 30932 members 
Entering Unmasked Estep 
Score: -13670275.000000 Penalty: 5537.543945
	Iteration 106Q: 3 clusters Score -1.367028e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39690 members 
Mstep: Class 2 contains 30883 members 
Entering Unmasked Estep 
Score: -13670292.000000 Penalty: 5537.543945
	Iteration 107Q: 3 clusters Score -1.367029e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39718 members 
Mstep: Class 2 contains 30855 members 
Entering Unmasked Estep 
Score: -13670292.000000 Penalty: 5537.543945
	Iteration 108Q: 3 clusters Score -1.367029e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39751 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -13670355.000000 Penalty: 5537.543945
	Iteration 109Q: 3 clusters Score -1.367036e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 30788 members 
Entering Unmasked Estep 
Score: -13670377.000000 Penalty: 5537.543945
	Iteration 110Q: 3 clusters Score -1.367038e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39812 members 
Mstep: Class 2 contains 30761 members 
Entering Unmasked Estep 
Score: -13670361.000000 Penalty: 5537.543945
	Iteration 111Q: 3 clusters Score -1.367036e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39830 members 
Mstep: Class 2 contains 30743 members 
Entering Unmasked Estep 
Score: -13670370.000000 Penalty: 5537.543945
	Iteration 112Q: 3 clusters Score -1.367037e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 30723 members 
Entering Unmasked Estep 
Score: -13670386.000000 Penalty: 5537.543945
	Iteration 113Q: 3 clusters Score -1.367039e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -13670402.000000 Penalty: 5537.543945
	Iteration 114Q: 3 clusters Score -1.36704e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39898 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -13670387.000000 Penalty: 5537.543945
	Iteration 115Q: 3 clusters Score -1.367039e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39918 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -13670397.000000 Penalty: 5537.543945
	Iteration 116Q: 3 clusters Score -1.36704e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39925 members 
Mstep: Class 2 contains 30648 members 
Entering Unmasked Estep 
Score: -13670411.000000 Penalty: 5537.543945
	Iteration 117Q: 3 clusters Score -1.367041e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39928 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -13670404.000000 Penalty: 5537.543945
	Iteration 118Q: 3 clusters Score -1.36704e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39938 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -13670427.000000 Penalty: 5537.543945
	Iteration 119Q: 3 clusters Score -1.367043e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39973 members 
Mstep: Class 2 contains 30600 members 
Entering Unmasked Estep 
Score: -13670402.000000 Penalty: 5537.543945
	Iteration 120F: 3 clusters Score -1.36704e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40019 members 
Mstep: Class 2 contains 30554 members 
Entering Unmasked Estep 
Score: -13670391.000000 Penalty: 5537.543945
	Iteration 121Q: 3 clusters Score -1.367039e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -13670396.000000 Penalty: 5537.543945
	Iteration 122Q: 3 clusters Score -1.36704e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40050 members 
Mstep: Class 2 contains 30523 members 
Entering Unmasked Estep 
Score: -13670392.000000 Penalty: 5537.543945
	Iteration 123Q: 3 clusters Score -1.367039e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -13670396.000000 Penalty: 5537.543945
	Iteration 124Q: 3 clusters Score -1.36704e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40062 members 
Mstep: Class 2 contains 30511 members 
Entering Unmasked Estep 
Score: -13670395.000000 Penalty: 5537.543945
	Iteration 125Q: 3 clusters Score -1.36704e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40080 members 
Mstep: Class 2 contains 30493 members 
Entering Unmasked Estep 
Score: -13670376.000000 Penalty: 5537.543945
	Iteration 126Q: 3 clusters Score -1.367038e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 30466 members 
Entering Unmasked Estep 
Score: -13670348.000000 Penalty: 5537.543945
	Iteration 127Q: 3 clusters Score -1.367035e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -13670326.000000 Penalty: 5537.543945
	Iteration 128Q: 3 clusters Score -1.367033e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40125 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -13670312.000000 Penalty: 5537.543945
	Iteration 129Q: 3 clusters Score -1.367031e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40121 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -13670303.000000 Penalty: 5537.543945
	Iteration 130Q: 3 clusters Score -1.36703e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40123 members 
Mstep: Class 2 contains 30450 members 
Entering Unmasked Estep 
Score: -13670285.000000 Penalty: 5537.543945
	Iteration 131Q: 3 clusters Score -1.367028e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 30428 members 
Entering Unmasked Estep 
Score: -13670338.000000 Penalty: 5537.543945
	Iteration 132Q: 3 clusters Score -1.367034e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40161 members 
Mstep: Class 2 contains 30412 members 
Entering Unmasked Estep 
Score: -13670320.000000 Penalty: 5537.543945
	Iteration 133Q: 3 clusters Score -1.367032e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40179 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -13670324.000000 Penalty: 5537.543945
	Iteration 134Q: 3 clusters Score -1.367032e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -13670305.000000 Penalty: 5537.543945
	Iteration 135Q: 3 clusters Score -1.36703e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40200 members 
Mstep: Class 2 contains 30373 members 
Entering Unmasked Estep 
Score: -13670308.000000 Penalty: 5537.543945
	Iteration 136Q: 3 clusters Score -1.367031e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -13670291.000000 Penalty: 5537.543945
	Iteration 137Q: 3 clusters Score -1.367029e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -13670301.000000 Penalty: 5537.543945
	Iteration 138Q: 3 clusters Score -1.36703e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -13670287.000000 Penalty: 5537.543945
	Iteration 139Q: 3 clusters Score -1.367029e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -13670281.000000 Penalty: 5537.543945
	Iteration 140F: 3 clusters Score -1.367028e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40277 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -13670283.000000 Penalty: 5537.543945
	Iteration 141Q: 3 clusters Score -1.367028e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -13670292.000000 Penalty: 5537.543945
	Iteration 142Q: 3 clusters Score -1.367029e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40330 members 
Mstep: Class 2 contains 30243 members 
Entering Unmasked Estep 
Score: -13670301.000000 Penalty: 5537.543945
	Iteration 143Q: 3 clusters Score -1.36703e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40346 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -13670284.000000 Penalty: 5537.543945
	Iteration 144Q: 3 clusters Score -1.367028e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40359 members 
Mstep: Class 2 contains 30214 members 
Entering Unmasked Estep 
Score: -13670267.000000 Penalty: 5537.543945
	Iteration 145Q: 3 clusters Score -1.367027e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 30194 members 
Entering Unmasked Estep 
Score: -13670243.000000 Penalty: 5537.543945
	Iteration 146Q: 3 clusters Score -1.367024e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 30182 members 
Entering Unmasked Estep 
Score: -13670248.000000 Penalty: 5537.543945
	Iteration 147Q: 3 clusters Score -1.367025e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 30167 members 
Entering Unmasked Estep 
Score: -13670244.000000 Penalty: 5537.543945
	Iteration 148Q: 3 clusters Score -1.367024e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 30153 members 
Entering Unmasked Estep 
Score: -13670264.000000 Penalty: 5537.543945
	Iteration 149Q: 3 clusters Score -1.367026e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -13670253.000000 Penalty: 5537.543945
	Iteration 150Q: 3 clusters Score -1.367025e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 30121 members 
Entering Unmasked Estep 
Score: -13670271.000000 Penalty: 5537.543945
	Iteration 151Q: 3 clusters Score -1.367027e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -13670278.000000 Penalty: 5537.543945
	Iteration 152Q: 3 clusters Score -1.367028e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40479 members 
Mstep: Class 2 contains 30094 members 
Entering Unmasked Estep 
Score: -13670290.000000 Penalty: 5537.543945
	Iteration 153Q: 3 clusters Score -1.367029e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40490 members 
Mstep: Class 2 contains 30083 members 
Entering Unmasked Estep 
Score: -13670299.000000 Penalty: 5537.543945
	Iteration 154Q: 3 clusters Score -1.36703e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40484 members 
Mstep: Class 2 contains 30089 members 
Entering Unmasked Estep 
Score: -13670303.000000 Penalty: 5537.543945
	Iteration 155Q: 3 clusters Score -1.36703e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40480 members 
Mstep: Class 2 contains 30093 members 
Entering Unmasked Estep 
Score: -13670300.000000 Penalty: 5537.543945
	Iteration 156Q: 3 clusters Score -1.36703e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 30097 members 
Entering Unmasked Estep 
Score: -13670286.000000 Penalty: 5537.543945
	Iteration 157Q: 3 clusters Score -1.367029e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -13670291.000000 Penalty: 5537.543945
	Iteration 158Q: 3 clusters Score -1.367029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40468 members 
Mstep: Class 2 contains 30105 members 
Entering Unmasked Estep 
Score: -13670295.000000 Penalty: 5537.543945
	Iteration 159Q: 3 clusters Score -1.36703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -13670304.000000 Penalty: 5537.543945
	Iteration 160F: 3 clusters Score -1.36703e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40464 members 
Mstep: Class 2 contains 30109 members 
Entering Unmasked Estep 
Score: -13670293.000000 Penalty: 5537.543945
	Iteration 161Q: 3 clusters Score -1.367029e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40466 members 
Mstep: Class 2 contains 30107 members 
Entering Unmasked Estep 
Score: -13670296.000000 Penalty: 5537.543945
	Iteration 162Q: 3 clusters Score -1.36703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -13670311.000000 Penalty: 5537.543945
	Iteration 163Q: 3 clusters Score -1.367031e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -13670297.000000 Penalty: 5537.543945
	Iteration 164Q: 3 clusters Score -1.36703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40467 members 
Mstep: Class 2 contains 30106 members 
Entering Unmasked Estep 
Score: -13670302.000000 Penalty: 5537.543945
	Iteration 165Q: 3 clusters Score -1.36703e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40470 members 
Mstep: Class 2 contains 30103 members 
Entering Unmasked Estep 
Score: -13670293.000000 Penalty: 5537.543945
	Iteration 166Q: 3 clusters Score -1.367029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 30100 members 
Entering Unmasked Estep 
Score: -13670309.000000 Penalty: 5537.543945
	Iteration 167Q: 3 clusters Score -1.367031e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40482 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -13670299.000000 Penalty: 5537.543945
	Iteration 168Q: 3 clusters Score -1.36703e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 30087 members 
Entering Unmasked Estep 
Score: -13670301.000000 Penalty: 5537.543945
	Iteration 169Q: 3 clusters Score -1.36703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40494 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -13670292.000000 Penalty: 5537.543945
	Iteration 170Q: 3 clusters Score -1.367029e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40509 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -13670294.000000 Penalty: 5537.543945
	Iteration 171Q: 3 clusters Score -1.367029e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 30053 members 
Entering Unmasked Estep 
Score: -13670273.000000 Penalty: 5537.543945
	Iteration 172Q: 3 clusters Score -1.367027e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 30046 members 
Entering Unmasked Estep 
Score: -13670272.000000 Penalty: 5537.543945
	Iteration 173Q: 3 clusters Score -1.367027e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40537 members 
Mstep: Class 2 contains 30036 members 
Entering Unmasked Estep 
Score: -13670257.000000 Penalty: 5537.543945
	Iteration 174Q: 3 clusters Score -1.367026e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 30029 members 
Entering Unmasked Estep 
Score: -13670239.000000 Penalty: 5537.543945
	Iteration 175Q: 3 clusters Score -1.367024e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40547 members 
Mstep: Class 2 contains 30026 members 
Entering Unmasked Estep 
Score: -13670252.000000 Penalty: 5537.543945
	Iteration 176Q: 3 clusters Score -1.367025e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40549 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -13670252.000000 Penalty: 5537.543945
	Iteration 177Q: 3 clusters Score -1.367025e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40553 members 
Mstep: Class 2 contains 30020 members 
Entering Unmasked Estep 
Score: -13670242.000000 Penalty: 5537.543945
	Iteration 178Q: 3 clusters Score -1.367024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -13670249.000000 Penalty: 5537.543945
	Iteration 179Q: 3 clusters Score -1.367025e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -13670233.000000 Penalty: 5537.543945
	Iteration 180F: 3 clusters Score -1.367023e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -13670239.000000 Penalty: 5537.543945
	Iteration 181Q: 3 clusters Score -1.367024e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -13670242.000000 Penalty: 5537.543945
	Iteration 182Q: 3 clusters Score -1.367024e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -13670232.000000 Penalty: 5537.543945
	Iteration 183Q: 3 clusters Score -1.367023e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -13670225.000000 Penalty: 5537.543945
	Iteration 184Q: 3 clusters Score -1.367022e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -13670243.000000 Penalty: 5537.543945
	Iteration 185Q: 3 clusters Score -1.367024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -13670237.000000 Penalty: 5537.543945
	Iteration 186Q: 3 clusters Score -1.367024e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40566 members 
Mstep: Class 2 contains 30007 members 
Entering Unmasked Estep 
Score: -13670242.000000 Penalty: 5537.543945
	Iteration 187Q: 3 clusters Score -1.367024e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -13670241.000000 Penalty: 5537.543945
	Iteration 188Q: 3 clusters Score -1.367024e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -13670246.000000 Penalty: 5537.543945
	Iteration 189Q: 3 clusters Score -1.367025e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 30004 members 
Entering Unmasked Estep 
Score: -13670252.000000 Penalty: 5537.543945
	Iteration 190Q: 3 clusters Score -1.367025e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40565 members 
Mstep: Class 2 contains 30008 members 
Entering Unmasked Estep 
Score: -13670250.000000 Penalty: 5537.543945
	Iteration 191Q: 3 clusters Score -1.367025e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 30005 members 
Entering Unmasked Estep 
Score: -13670252.000000 Penalty: 5537.543945
	Iteration 192Q: 3 clusters Score -1.367025e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -13670255.000000 Penalty: 5537.543945
	Iteration 193Q: 3 clusters Score -1.367026e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 30015 members 
Entering Unmasked Estep 
Score: -13670265.000000 Penalty: 5537.543945
	Iteration 194Q: 3 clusters Score -1.367026e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40557 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -13670269.000000 Penalty: 5537.543945
	Iteration 195Q: 3 clusters Score -1.367027e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -13670275.000000 Penalty: 5537.543945
	Iteration 196Q: 3 clusters Score -1.367028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -13670283.000000 Penalty: 5537.543945
	Iteration 197Q: 3 clusters Score -1.367028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -13670285.000000 Penalty: 5537.543945
	Iteration 198Q: 3 clusters Score -1.367028e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -13670285.000000 Penalty: 5537.543945
	Iteration 199Q: 3 clusters Score -1.367028e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 30014 members 
Entering Unmasked Estep 
Score: -13670284.000000 Penalty: 5537.543945
	Iteration 200F: 3 clusters Score -1.367028e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40562 members 
Mstep: Class 2 contains 30011 members 
Entering Unmasked Estep 
Score: -13670286.000000 Penalty: 5537.543945
	Iteration 201Q: 3 clusters Score -1.367029e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -13670288.000000 Penalty: 5537.543945
	Iteration 202Q: 3 clusters Score -1.367029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 30009 members 
Entering Unmasked Estep 
Score: -13670286.000000 Penalty: 5537.543945
	Iteration 203Q: 3 clusters Score -1.367029e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 30010 members 
Entering Unmasked Estep 
Score: -13670285.000000 Penalty: 5537.543945
	Iteration 204Q: 3 clusters Score -1.367028e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -13670289.000000 Penalty: 5537.543945
	Iteration 205Q: 3 clusters Score -1.367029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40561 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -13670289.000000 Penalty: 5537.543945
	Iteration 206F: 3 clusters Score -1.367029e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 47150 members 
Mstep: Class 10 contains 81719 members 
Mstep: Class 11 contains 96534 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 30012 members 
Entering Unmasked Estep 
Score: -207587568.000000 Penalty: 93244.960938
Splitting cluster 8 changes total score from -207412480.000000 to -207587568.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (47150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Entering Unmasked Estep 
Score: -8519446.000000 Penalty: 2668.750244
	Iteration 0F: 2 clusters Score -8519446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23549 members 
Mstep: Class 2 contains 23601 members 
Entering Unmasked Estep 
Score: -8487878.000000 Penalty: 5337.500488
	Iteration 0F: 3 clusters Score -8487878 nChanged 21705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22588 members 
Mstep: Class 2 contains 24562 members 
Entering Unmasked Estep 
Score: -8501185.000000 Penalty: 5337.500488
	Iteration 1F: 3 clusters Score -8501185 nChanged 3549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21289 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -8503924.000000 Penalty: 5337.500488
	Iteration 2F: 3 clusters Score -8503924 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 27834 members 
Entering Unmasked Estep 
Score: -8507503.000000 Penalty: 5337.500488
	Iteration 3F: 3 clusters Score -8507503 nChanged 4278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -8510995.000000 Penalty: 5337.500488
	Iteration 4F: 3 clusters Score -8510995 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15100 members 
Mstep: Class 2 contains 32050 members 
Entering Unmasked Estep 
Score: -8513604.000000 Penalty: 5337.500488
	Iteration 5F: 3 clusters Score -8513604 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13452 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -8515239.000000 Penalty: 5337.500488
	Iteration 6F: 3 clusters Score -8515239 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 35151 members 
Entering Unmasked Estep 
Score: -8516208.000000 Penalty: 5337.500488
	Iteration 7Q: 3 clusters Score -8516208 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 36501 members 
Entering Unmasked Estep 
Score: -8516854.000000 Penalty: 5337.500488
	Iteration 8Q: 3 clusters Score -8516854 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 37710 members 
Entering Unmasked Estep 
Score: -8517482.000000 Penalty: 5337.500488
	Iteration 9Q: 3 clusters Score -8517482 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8281 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -8518011.000000 Penalty: 5337.500488
	Iteration 10Q: 3 clusters Score -8518011 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7175 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -8518551.000000 Penalty: 5337.500488
	Iteration 11Q: 3 clusters Score -8518551 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6165 members 
Mstep: Class 2 contains 40985 members 
Entering Unmasked Estep 
Score: -8519067.000000 Penalty: 5337.500488
	Iteration 12Q: 3 clusters Score -8519067 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5290 members 
Mstep: Class 2 contains 41860 members 
Entering Unmasked Estep 
Score: -8519543.000000 Penalty: 5337.500488
	Iteration 13Q: 3 clusters Score -8519543 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 42600 members 
Entering Unmasked Estep 
Score: -8519973.000000 Penalty: 5337.500488
	Iteration 14Q: 3 clusters Score -8519973 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -8520299.000000 Penalty: 5337.500488
	Iteration 15Q: 3 clusters Score -8520299 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 43652 members 
Entering Unmasked Estep 
Score: -8520540.000000 Penalty: 5337.500488
	Iteration 16Q: 3 clusters Score -8520540 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 44003 members 
Entering Unmasked Estep 
Score: -8520772.000000 Penalty: 5337.500488
	Iteration 17Q: 3 clusters Score -8520772 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 44253 members 
Entering Unmasked Estep 
Score: -8520879.000000 Penalty: 5337.500488
	Iteration 18Q: 3 clusters Score -8520879 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -8521013.000000 Penalty: 5337.500488
	Iteration 19Q: 3 clusters Score -8521013 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -8521088.000000 Penalty: 5337.500488
	Iteration 20F: 3 clusters Score -8521088 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -8521144.000000 Penalty: 5337.500488
	Iteration 21Q: 3 clusters Score -8521144 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -8521170.000000 Penalty: 5337.500488
	Iteration 22Q: 3 clusters Score -8521170 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 44751 members 
Entering Unmasked Estep 
Score: -8521200.000000 Penalty: 5337.500488
	Iteration 23Q: 3 clusters Score -8521200 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -8521211.000000 Penalty: 5337.500488
	Iteration 24Q: 3 clusters Score -8521211 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 44822 members 
Entering Unmasked Estep 
Score: -8521214.000000 Penalty: 5337.500488
	Iteration 25Q: 3 clusters Score -8521214 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8521234.000000 Penalty: 5337.500488
	Iteration 26Q: 3 clusters Score -8521234 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 44855 members 
Entering Unmasked Estep 
Score: -8521256.000000 Penalty: 5337.500488
	Iteration 27Q: 3 clusters Score -8521256 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 44843 members 
Entering Unmasked Estep 
Score: -8521263.000000 Penalty: 5337.500488
	Iteration 28Q: 3 clusters Score -8521263 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -8521281.000000 Penalty: 5337.500488
	Iteration 29Q: 3 clusters Score -8521281 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 44839 members 
Entering Unmasked Estep 
Score: -8521292.000000 Penalty: 5337.500488
	Iteration 30Q: 3 clusters Score -8521292 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -8521317.000000 Penalty: 5337.500488
	Iteration 31Q: 3 clusters Score -8521317 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -8521315.000000 Penalty: 5337.500488
	Iteration 32Q: 3 clusters Score -8521315 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -8521329.000000 Penalty: 5337.500488
	Iteration 33Q: 3 clusters Score -8521329 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -8521330.000000 Penalty: 5337.500488
	Iteration 34Q: 3 clusters Score -8521330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -8521334.000000 Penalty: 5337.500488
	Iteration 35Q: 3 clusters Score -8521334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 44845 members 
Entering Unmasked Estep 
Score: -8521347.000000 Penalty: 5337.500488
	Iteration 36Q: 3 clusters Score -8521347 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -8521340.000000 Penalty: 5337.500488
	Iteration 37Q: 3 clusters Score -8521340 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 44842 members 
Entering Unmasked Estep 
Score: -8521345.000000 Penalty: 5337.500488
	Iteration 38Q: 3 clusters Score -8521345 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 44840 members 
Entering Unmasked Estep 
Score: -8521347.000000 Penalty: 5337.500488
	Iteration 39Q: 3 clusters Score -8521347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2312 members 
Mstep: Class 2 contains 44838 members 
Entering Unmasked Estep 
Score: -8521347.000000 Penalty: 5337.500488
	Iteration 40F: 3 clusters Score -8521347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -8521345.000000 Penalty: 5337.500488
	Iteration 41Q: 3 clusters Score -8521345 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -8521348.000000 Penalty: 5337.500488
	Iteration 42Q: 3 clusters Score -8521348 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -8521350.000000 Penalty: 5337.500488
	Iteration 43Q: 3 clusters Score -8521350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -8521346.000000 Penalty: 5337.500488
	Iteration 44Q: 3 clusters Score -8521346 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -8521354.000000 Penalty: 5337.500488
	Iteration 45Q: 3 clusters Score -8521354 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -8521347.000000 Penalty: 5337.500488
	Iteration 46Q: 3 clusters Score -8521347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -8521355.000000 Penalty: 5337.500488
	Iteration 47Q: 3 clusters Score -8521355 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -8521362.000000 Penalty: 5337.500488
	Iteration 48Q: 3 clusters Score -8521362 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2318 members 
Mstep: Class 2 contains 44832 members 
Entering Unmasked Estep 
Score: -8521357.000000 Penalty: 5337.500488
	Iteration 49Q: 3 clusters Score -8521357 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 44835 members 
Entering Unmasked Estep 
Score: -8521356.000000 Penalty: 5337.500488
	Iteration 50Q: 3 clusters Score -8521356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -8521358.000000 Penalty: 5337.500488
	Iteration 51Q: 3 clusters Score -8521358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -8521363.000000 Penalty: 5337.500488
	Iteration 52Q: 3 clusters Score -8521363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -8521367.000000 Penalty: 5337.500488
	Iteration 53Q: 3 clusters Score -8521367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -8521367.000000 Penalty: 5337.500488
	Iteration 54Q: 3 clusters Score -8521367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 44834 members 
Entering Unmasked Estep 
Score: -8521367.000000 Penalty: 5337.500488
	Iteration 55Q: 3 clusters Score -8521367 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -8521366.000000 Penalty: 5337.500488
	Iteration 56Q: 3 clusters Score -8521366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 44831 members 
Entering Unmasked Estep 
Score: -8521366.000000 Penalty: 5337.500488
	Iteration 57F: 3 clusters Score -8521366 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 81719 members 
Mstep: Class 11 contains 96534 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 30012 members 
Mstep: Class 28 contains 44831 members 
Entering Unmasked Estep 
Score: -207590304.000000 Penalty: 96698.476562
Splitting cluster 9 changes total score from -207412480.000000 to -207590304.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (81719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81719 members 
Entering Unmasked Estep 
Score: -16025506.000000 Penalty: 2805.138428
	Iteration 0F: 2 clusters Score -1.602551e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40895 members 
Mstep: Class 2 contains 40824 members 
Entering Unmasked Estep 
Score: -16035352.000000 Penalty: 5610.276855
	Iteration 0F: 3 clusters Score -1.603535e+07 nChanged 38446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 40728 members 
Entering Unmasked Estep 
Score: -16057458.000000 Penalty: 5610.276855
	Iteration 1F: 3 clusters Score -1.605746e+07 nChanged 4510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 40616 members 
Entering Unmasked Estep 
Score: -16058627.000000 Penalty: 5610.276855
	Iteration 2F: 3 clusters Score -1.605863e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41142 members 
Mstep: Class 2 contains 40577 members 
Entering Unmasked Estep 
Score: -16060056.000000 Penalty: 5610.276855
	Iteration 3F: 3 clusters Score -1.606006e+07 nChanged 4719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41079 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -16062042.000000 Penalty: 5610.276855
	Iteration 4F: 3 clusters Score -1.606204e+07 nChanged 5148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -16064590.000000 Penalty: 5610.276855
	Iteration 5F: 3 clusters Score -1.606459e+07 nChanged 5516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40721 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
Score: -16067390.000000 Penalty: 5610.276855
	Iteration 6F: 3 clusters Score -1.606739e+07 nChanged 5330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40365 members 
Mstep: Class 2 contains 41354 members 
Entering Unmasked Estep 
Score: -16069714.000000 Penalty: 5610.276855
	Iteration 7F: 3 clusters Score -1.606971e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40101 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -16070459.000000 Penalty: 5610.276855
	Iteration 8F: 3 clusters Score -1.607046e+07 nChanged 2592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 41826 members 
Entering Unmasked Estep 
Score: -16070356.000000 Penalty: 5610.276855
	Iteration 9Q: 3 clusters Score -1.607036e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 41934 members 
Entering Unmasked Estep 
Score: -16070279.000000 Penalty: 5610.276855
	Iteration 10Q: 3 clusters Score -1.607028e+07 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 41936 members 
Entering Unmasked Estep 
Score: -16070292.000000 Penalty: 5610.276855
	Iteration 11Q: 3 clusters Score -1.607029e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -16070217.000000 Penalty: 5610.276855
	Iteration 12Q: 3 clusters Score -1.607022e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Mstep: Class 2 contains 41834 members 
Entering Unmasked Estep 
Score: -16070263.000000 Penalty: 5610.276855
	Iteration 13Q: 3 clusters Score -1.607026e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -16070369.000000 Penalty: 5610.276855
	Iteration 14Q: 3 clusters Score -1.607037e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40043 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -16070578.000000 Penalty: 5610.276855
	Iteration 15Q: 3 clusters Score -1.607058e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40142 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -16070655.000000 Penalty: 5610.276855
	Iteration 16Q: 3 clusters Score -1.607066e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40219 members 
Mstep: Class 2 contains 41500 members 
Entering Unmasked Estep 
Score: -16070745.000000 Penalty: 5610.276855
	Iteration 17Q: 3 clusters Score -1.607074e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40259 members 
Mstep: Class 2 contains 41460 members 
Entering Unmasked Estep 
Score: -16070786.000000 Penalty: 5610.276855
	Iteration 18Q: 3 clusters Score -1.607079e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40303 members 
Mstep: Class 2 contains 41416 members 
Entering Unmasked Estep 
Score: -16070837.000000 Penalty: 5610.276855
	Iteration 19Q: 3 clusters Score -1.607084e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -16070942.000000 Penalty: 5610.276855
	Iteration 20F: 3 clusters Score -1.607094e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 41387 members 
Entering Unmasked Estep 
Score: -16071028.000000 Penalty: 5610.276855
	Iteration 21Q: 3 clusters Score -1.607103e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40375 members 
Mstep: Class 2 contains 41344 members 
Entering Unmasked Estep 
Score: -16071095.000000 Penalty: 5610.276855
	Iteration 22Q: 3 clusters Score -1.60711e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 41340 members 
Entering Unmasked Estep 
Score: -16071300.000000 Penalty: 5610.276855
	Iteration 23Q: 3 clusters Score -1.60713e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 41352 members 
Entering Unmasked Estep 
Score: -16071416.000000 Penalty: 5610.276855
	Iteration 24Q: 3 clusters Score -1.607142e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -16071455.000000 Penalty: 5610.276855
	Iteration 25Q: 3 clusters Score -1.607146e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 41435 members 
Entering Unmasked Estep 
Score: -16071505.000000 Penalty: 5610.276855
	Iteration 26Q: 3 clusters Score -1.60715e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 41459 members 
Entering Unmasked Estep 
Score: -16071580.000000 Penalty: 5610.276855
	Iteration 27Q: 3 clusters Score -1.607158e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40251 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -16071604.000000 Penalty: 5610.276855
	Iteration 28Q: 3 clusters Score -1.60716e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -16071680.000000 Penalty: 5610.276855
	Iteration 29Q: 3 clusters Score -1.607168e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40217 members 
Mstep: Class 2 contains 41502 members 
Entering Unmasked Estep 
Score: -16071716.000000 Penalty: 5610.276855
	Iteration 30Q: 3 clusters Score -1.607172e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 41517 members 
Entering Unmasked Estep 
Score: -16071681.000000 Penalty: 5610.276855
	Iteration 31Q: 3 clusters Score -1.607168e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -16071708.000000 Penalty: 5610.276855
	Iteration 32Q: 3 clusters Score -1.607171e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40162 members 
Mstep: Class 2 contains 41557 members 
Entering Unmasked Estep 
Score: -16071754.000000 Penalty: 5610.276855
	Iteration 33Q: 3 clusters Score -1.607175e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 41575 members 
Entering Unmasked Estep 
Score: -16071804.000000 Penalty: 5610.276855
	Iteration 34Q: 3 clusters Score -1.60718e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40146 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
Score: -16071816.000000 Penalty: 5610.276855
	Iteration 35Q: 3 clusters Score -1.607182e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40153 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -16071857.000000 Penalty: 5610.276855
	Iteration 36Q: 3 clusters Score -1.607186e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 41530 members 
Entering Unmasked Estep 
Score: -16071882.000000 Penalty: 5610.276855
	Iteration 37Q: 3 clusters Score -1.607188e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -16071917.000000 Penalty: 5610.276855
	Iteration 38Q: 3 clusters Score -1.607192e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40335 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -16072048.000000 Penalty: 5610.276855
	Iteration 39Q: 3 clusters Score -1.607205e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40430 members 
Mstep: Class 2 contains 41289 members 
Entering Unmasked Estep 
Score: -16072088.000000 Penalty: 5610.276855
	Iteration 40F: 3 clusters Score -1.607209e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 41233 members 
Entering Unmasked Estep 
Score: -16072074.000000 Penalty: 5610.276855
	Iteration 41Q: 3 clusters Score -1.607207e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40524 members 
Mstep: Class 2 contains 41195 members 
Entering Unmasked Estep 
Score: -16072135.000000 Penalty: 5610.276855
	Iteration 42Q: 3 clusters Score -1.607214e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40545 members 
Mstep: Class 2 contains 41174 members 
Entering Unmasked Estep 
Score: -16072107.000000 Penalty: 5610.276855
	Iteration 43Q: 3 clusters Score -1.607211e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40569 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -16072131.000000 Penalty: 5610.276855
	Iteration 44Q: 3 clusters Score -1.607213e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40592 members 
Mstep: Class 2 contains 41127 members 
Entering Unmasked Estep 
Score: -16072199.000000 Penalty: 5610.276855
	Iteration 45Q: 3 clusters Score -1.60722e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40630 members 
Mstep: Class 2 contains 41089 members 
Entering Unmasked Estep 
Score: -16072216.000000 Penalty: 5610.276855
	Iteration 46Q: 3 clusters Score -1.607222e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -16072260.000000 Penalty: 5610.276855
	Iteration 47Q: 3 clusters Score -1.607226e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 41047 members 
Entering Unmasked Estep 
Score: -16072220.000000 Penalty: 5610.276855
	Iteration 48Q: 3 clusters Score -1.607222e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40702 members 
Mstep: Class 2 contains 41017 members 
Entering Unmasked Estep 
Score: -16072273.000000 Penalty: 5610.276855
	Iteration 49Q: 3 clusters Score -1.607227e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 40975 members 
Entering Unmasked Estep 
Score: -16072337.000000 Penalty: 5610.276855
	Iteration 50Q: 3 clusters Score -1.607234e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -16072360.000000 Penalty: 5610.276855
	Iteration 51Q: 3 clusters Score -1.607236e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 40929 members 
Entering Unmasked Estep 
Score: -16072419.000000 Penalty: 5610.276855
	Iteration 52Q: 3 clusters Score -1.607242e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40813 members 
Mstep: Class 2 contains 40906 members 
Entering Unmasked Estep 
Score: -16072499.000000 Penalty: 5610.276855
	Iteration 53Q: 3 clusters Score -1.60725e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40828 members 
Mstep: Class 2 contains 40891 members 
Entering Unmasked Estep 
Score: -16072530.000000 Penalty: 5610.276855
	Iteration 54Q: 3 clusters Score -1.607253e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40847 members 
Mstep: Class 2 contains 40872 members 
Entering Unmasked Estep 
Score: -16072517.000000 Penalty: 5610.276855
	Iteration 55Q: 3 clusters Score -1.607252e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40868 members 
Mstep: Class 2 contains 40851 members 
Entering Unmasked Estep 
Score: -16072555.000000 Penalty: 5610.276855
	Iteration 56Q: 3 clusters Score -1.607256e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40894 members 
Mstep: Class 2 contains 40825 members 
Entering Unmasked Estep 
Score: -16072549.000000 Penalty: 5610.276855
	Iteration 57Q: 3 clusters Score -1.607255e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40917 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -16072549.000000 Penalty: 5610.276855
	Iteration 58Q: 3 clusters Score -1.607255e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 40752 members 
Entering Unmasked Estep 
Score: -16072519.000000 Penalty: 5610.276855
	Iteration 59Q: 3 clusters Score -1.607252e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41035 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
Score: -16072499.000000 Penalty: 5610.276855
	Iteration 60F: 3 clusters Score -1.60725e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41097 members 
Mstep: Class 2 contains 40622 members 
Entering Unmasked Estep 
Score: -16072557.000000 Penalty: 5610.276855
	Iteration 61Q: 3 clusters Score -1.607256e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41167 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -16072608.000000 Penalty: 5610.276855
	Iteration 62Q: 3 clusters Score -1.607261e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41247 members 
Mstep: Class 2 contains 40472 members 
Entering Unmasked Estep 
Score: -16072610.000000 Penalty: 5610.276855
	Iteration 63Q: 3 clusters Score -1.607261e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41295 members 
Mstep: Class 2 contains 40424 members 
Entering Unmasked Estep 
Score: -16072577.000000 Penalty: 5610.276855
	Iteration 64Q: 3 clusters Score -1.607258e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41367 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -16072612.000000 Penalty: 5610.276855
	Iteration 65Q: 3 clusters Score -1.607261e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 40258 members 
Entering Unmasked Estep 
Score: -16072621.000000 Penalty: 5610.276855
	Iteration 66Q: 3 clusters Score -1.607262e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -16072680.000000 Penalty: 5610.276855
	Iteration 67Q: 3 clusters Score -1.607268e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 40134 members 
Entering Unmasked Estep 
Score: -16072623.000000 Penalty: 5610.276855
	Iteration 68Q: 3 clusters Score -1.607262e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41636 members 
Mstep: Class 2 contains 40083 members 
Entering Unmasked Estep 
Score: -16072589.000000 Penalty: 5610.276855
	Iteration 69Q: 3 clusters Score -1.607259e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -16072551.000000 Penalty: 5610.276855
	Iteration 70Q: 3 clusters Score -1.607255e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 39982 members 
Entering Unmasked Estep 
Score: -16072535.000000 Penalty: 5610.276855
	Iteration 71Q: 3 clusters Score -1.607254e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 39949 members 
Entering Unmasked Estep 
Score: -16072446.000000 Penalty: 5610.276855
	Iteration 72Q: 3 clusters Score -1.607245e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -16072439.000000 Penalty: 5610.276855
	Iteration 73Q: 3 clusters Score -1.607244e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41898 members 
Mstep: Class 2 contains 39821 members 
Entering Unmasked Estep 
Score: -16072418.000000 Penalty: 5610.276855
	Iteration 74Q: 3 clusters Score -1.607242e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 39756 members 
Entering Unmasked Estep 
Score: -16072299.000000 Penalty: 5610.276855
	Iteration 75Q: 3 clusters Score -1.60723e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 39712 members 
Entering Unmasked Estep 
Score: -16072227.000000 Penalty: 5610.276855
	Iteration 76Q: 3 clusters Score -1.607223e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -16072183.000000 Penalty: 5610.276855
	Iteration 77Q: 3 clusters Score -1.607218e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42072 members 
Mstep: Class 2 contains 39647 members 
Entering Unmasked Estep 
Score: -16072165.000000 Penalty: 5610.276855
	Iteration 78Q: 3 clusters Score -1.607216e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42075 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -16072210.000000 Penalty: 5610.276855
	Iteration 79Q: 3 clusters Score -1.607221e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42085 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -16072237.000000 Penalty: 5610.276855
	Iteration 80F: 3 clusters Score -1.607224e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42094 members 
Mstep: Class 2 contains 39625 members 
Entering Unmasked Estep 
Score: -16072225.000000 Penalty: 5610.276855
	Iteration 81Q: 3 clusters Score -1.607222e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42118 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -16072194.000000 Penalty: 5610.276855
	Iteration 82Q: 3 clusters Score -1.607219e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42144 members 
Mstep: Class 2 contains 39575 members 
Entering Unmasked Estep 
Score: -16072138.000000 Penalty: 5610.276855
	Iteration 83Q: 3 clusters Score -1.607214e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -16072109.000000 Penalty: 5610.276855
	Iteration 84Q: 3 clusters Score -1.607211e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42205 members 
Mstep: Class 2 contains 39514 members 
Entering Unmasked Estep 
Score: -16072095.000000 Penalty: 5610.276855
	Iteration 85Q: 3 clusters Score -1.60721e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 39515 members 
Entering Unmasked Estep 
Score: -16072087.000000 Penalty: 5610.276855
	Iteration 86Q: 3 clusters Score -1.607209e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -16072117.000000 Penalty: 5610.276855
	Iteration 87Q: 3 clusters Score -1.607212e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42189 members 
Mstep: Class 2 contains 39530 members 
Entering Unmasked Estep 
Score: -16072068.000000 Penalty: 5610.276855
	Iteration 88Q: 3 clusters Score -1.607207e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42177 members 
Mstep: Class 2 contains 39542 members 
Entering Unmasked Estep 
Score: -16072082.000000 Penalty: 5610.276855
	Iteration 89Q: 3 clusters Score -1.607208e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42168 members 
Mstep: Class 2 contains 39551 members 
Entering Unmasked Estep 
Score: -16072082.000000 Penalty: 5610.276855
	Iteration 90Q: 3 clusters Score -1.607208e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42145 members 
Mstep: Class 2 contains 39574 members 
Entering Unmasked Estep 
Score: -16072062.000000 Penalty: 5610.276855
	Iteration 91Q: 3 clusters Score -1.607206e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 39602 members 
Entering Unmasked Estep 
Score: -16072025.000000 Penalty: 5610.276855
	Iteration 92Q: 3 clusters Score -1.607202e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 39611 members 
Entering Unmasked Estep 
Score: -16072033.000000 Penalty: 5610.276855
	Iteration 93Q: 3 clusters Score -1.607203e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42095 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -16072014.000000 Penalty: 5610.276855
	Iteration 94Q: 3 clusters Score -1.607201e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42084 members 
Mstep: Class 2 contains 39635 members 
Entering Unmasked Estep 
Score: -16071991.000000 Penalty: 5610.276855
	Iteration 95Q: 3 clusters Score -1.607199e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 39654 members 
Entering Unmasked Estep 
Score: -16071969.000000 Penalty: 5610.276855
	Iteration 96Q: 3 clusters Score -1.607197e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 39672 members 
Entering Unmasked Estep 
Score: -16071970.000000 Penalty: 5610.276855
	Iteration 97Q: 3 clusters Score -1.607197e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 39688 members 
Entering Unmasked Estep 
Score: -16071962.000000 Penalty: 5610.276855
	Iteration 98Q: 3 clusters Score -1.607196e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42034 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -16071960.000000 Penalty: 5610.276855
	Iteration 99Q: 3 clusters Score -1.607196e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42038 members 
Mstep: Class 2 contains 39681 members 
Entering Unmasked Estep 
Score: -16071981.000000 Penalty: 5610.276855
	Iteration 100F: 3 clusters Score -1.607198e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42016 members 
Mstep: Class 2 contains 39703 members 
Entering Unmasked Estep 
Score: -16071976.000000 Penalty: 5610.276855
	Iteration 101Q: 3 clusters Score -1.607198e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 39716 members 
Entering Unmasked Estep 
Score: -16071973.000000 Penalty: 5610.276855
	Iteration 102Q: 3 clusters Score -1.607197e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -16071952.000000 Penalty: 5610.276855
	Iteration 103Q: 3 clusters Score -1.607195e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42001 members 
Mstep: Class 2 contains 39718 members 
Entering Unmasked Estep 
Score: -16071969.000000 Penalty: 5610.276855
	Iteration 104Q: 3 clusters Score -1.607197e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42008 members 
Mstep: Class 2 contains 39711 members 
Entering Unmasked Estep 
Score: -16071954.000000 Penalty: 5610.276855
	Iteration 105Q: 3 clusters Score -1.607195e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -16071958.000000 Penalty: 5610.276855
	Iteration 106Q: 3 clusters Score -1.607196e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42005 members 
Mstep: Class 2 contains 39714 members 
Entering Unmasked Estep 
Score: -16071934.000000 Penalty: 5610.276855
	Iteration 107Q: 3 clusters Score -1.607193e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42004 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -16071931.000000 Penalty: 5610.276855
	Iteration 108Q: 3 clusters Score -1.607193e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41989 members 
Mstep: Class 2 contains 39730 members 
Entering Unmasked Estep 
Score: -16071931.000000 Penalty: 5610.276855
	Iteration 109Q: 3 clusters Score -1.607193e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41969 members 
Mstep: Class 2 contains 39750 members 
Entering Unmasked Estep 
Score: -16071941.000000 Penalty: 5610.276855
	Iteration 110Q: 3 clusters Score -1.607194e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41951 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -16071963.000000 Penalty: 5610.276855
	Iteration 111Q: 3 clusters Score -1.607196e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
Score: -16071984.000000 Penalty: 5610.276855
	Iteration 112Q: 3 clusters Score -1.607198e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 39820 members 
Entering Unmasked Estep 
Score: -16071997.000000 Penalty: 5610.276855
	Iteration 113Q: 3 clusters Score -1.6072e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -16072014.000000 Penalty: 5610.276855
	Iteration 114Q: 3 clusters Score -1.607201e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41863 members 
Mstep: Class 2 contains 39856 members 
Entering Unmasked Estep 
Score: -16072016.000000 Penalty: 5610.276855
	Iteration 115Q: 3 clusters Score -1.607202e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41848 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -16072000.000000 Penalty: 5610.276855
	Iteration 116Q: 3 clusters Score -1.6072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 39883 members 
Entering Unmasked Estep 
Score: -16071998.000000 Penalty: 5610.276855
	Iteration 117Q: 3 clusters Score -1.6072e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -16072016.000000 Penalty: 5610.276855
	Iteration 118Q: 3 clusters Score -1.607202e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 39907 members 
Entering Unmasked Estep 
Score: -16072015.000000 Penalty: 5610.276855
	Iteration 119Q: 3 clusters Score -1.607202e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 39930 members 
Entering Unmasked Estep 
Score: -16072038.000000 Penalty: 5610.276855
	Iteration 120F: 3 clusters Score -1.607204e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -16072040.000000 Penalty: 5610.276855
	Iteration 121Q: 3 clusters Score -1.607204e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41736 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -16072055.000000 Penalty: 5610.276855
	Iteration 122Q: 3 clusters Score -1.607206e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41715 members 
Mstep: Class 2 contains 40004 members 
Entering Unmasked Estep 
Score: -16072065.000000 Penalty: 5610.276855
	Iteration 123Q: 3 clusters Score -1.607206e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41688 members 
Mstep: Class 2 contains 40031 members 
Entering Unmasked Estep 
Score: -16072063.000000 Penalty: 5610.276855
	Iteration 124Q: 3 clusters Score -1.607206e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41667 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -16072067.000000 Penalty: 5610.276855
	Iteration 125Q: 3 clusters Score -1.607207e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 40062 members 
Entering Unmasked Estep 
Score: -16072081.000000 Penalty: 5610.276855
	Iteration 126Q: 3 clusters Score -1.607208e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41653 members 
Mstep: Class 2 contains 40066 members 
Entering Unmasked Estep 
Score: -16072096.000000 Penalty: 5610.276855
	Iteration 127Q: 3 clusters Score -1.60721e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41651 members 
Mstep: Class 2 contains 40068 members 
Entering Unmasked Estep 
Score: -16072091.000000 Penalty: 5610.276855
	Iteration 128Q: 3 clusters Score -1.607209e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41648 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
Score: -16072069.000000 Penalty: 5610.276855
	Iteration 129Q: 3 clusters Score -1.607207e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 40081 members 
Entering Unmasked Estep 
Score: -16072081.000000 Penalty: 5610.276855
	Iteration 130Q: 3 clusters Score -1.607208e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41632 members 
Mstep: Class 2 contains 40087 members 
Entering Unmasked Estep 
Score: -16072109.000000 Penalty: 5610.276855
	Iteration 131Q: 3 clusters Score -1.607211e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 40085 members 
Entering Unmasked Estep 
Score: -16072089.000000 Penalty: 5610.276855
	Iteration 132Q: 3 clusters Score -1.607209e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41637 members 
Mstep: Class 2 contains 40082 members 
Entering Unmasked Estep 
Score: -16072099.000000 Penalty: 5610.276855
	Iteration 133Q: 3 clusters Score -1.60721e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41630 members 
Mstep: Class 2 contains 40089 members 
Entering Unmasked Estep 
Score: -16072113.000000 Penalty: 5610.276855
	Iteration 134Q: 3 clusters Score -1.607211e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -16072133.000000 Penalty: 5610.276855
	Iteration 135Q: 3 clusters Score -1.607213e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -16072128.000000 Penalty: 5610.276855
	Iteration 136Q: 3 clusters Score -1.607213e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 40104 members 
Entering Unmasked Estep 
Score: -16072142.000000 Penalty: 5610.276855
	Iteration 137Q: 3 clusters Score -1.607214e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -16072138.000000 Penalty: 5610.276855
	Iteration 138Q: 3 clusters Score -1.607214e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -16072166.000000 Penalty: 5610.276855
	Iteration 139Q: 3 clusters Score -1.607217e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -16072160.000000 Penalty: 5610.276855
	Iteration 140F: 3 clusters Score -1.607216e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41606 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -16072160.000000 Penalty: 5610.276855
	Iteration 141Q: 3 clusters Score -1.607216e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -16072155.000000 Penalty: 5610.276855
	Iteration 142Q: 3 clusters Score -1.607216e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -16072155.000000 Penalty: 5610.276855
	Iteration 143Q: 3 clusters Score -1.607216e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -16072146.000000 Penalty: 5610.276855
	Iteration 144Q: 3 clusters Score -1.607215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -16072149.000000 Penalty: 5610.276855
	Iteration 145Q: 3 clusters Score -1.607215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -16072144.000000 Penalty: 5610.276855
	Iteration 146Q: 3 clusters Score -1.607214e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -16072136.000000 Penalty: 5610.276855
	Iteration 147Q: 3 clusters Score -1.607214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 40095 members 
Entering Unmasked Estep 
Score: -16072147.000000 Penalty: 5610.276855
	Iteration 148Q: 3 clusters Score -1.607215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 40097 members 
Entering Unmasked Estep 
Score: -16072140.000000 Penalty: 5610.276855
	Iteration 149Q: 3 clusters Score -1.607214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -16072131.000000 Penalty: 5610.276855
	Iteration 150Q: 3 clusters Score -1.607213e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -16072147.000000 Penalty: 5610.276855
	Iteration 151Q: 3 clusters Score -1.607215e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41617 members 
Mstep: Class 2 contains 40102 members 
Entering Unmasked Estep 
Score: -16072137.000000 Penalty: 5610.276855
	Iteration 152Q: 3 clusters Score -1.607214e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 40103 members 
Entering Unmasked Estep 
Score: -16072149.000000 Penalty: 5610.276855
	Iteration 153Q: 3 clusters Score -1.607215e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -16072149.000000 Penalty: 5610.276855
	Iteration 154Q: 3 clusters Score -1.607215e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -16072153.000000 Penalty: 5610.276855
	Iteration 155Q: 3 clusters Score -1.607215e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -16072153.000000 Penalty: 5610.276855
	Iteration 156Q: 3 clusters Score -1.607215e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41609 members 
Mstep: Class 2 contains 40110 members 
Entering Unmasked Estep 
Score: -16072161.000000 Penalty: 5610.276855
	Iteration 157Q: 3 clusters Score -1.607216e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41614 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -16072127.000000 Penalty: 5610.276855
	Iteration 158Q: 3 clusters Score -1.607213e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41618 members 
Mstep: Class 2 contains 40101 members 
Entering Unmasked Estep 
Score: -16072144.000000 Penalty: 5610.276855
	Iteration 159Q: 3 clusters Score -1.607214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -16072126.000000 Penalty: 5610.276855
	Iteration 160F: 3 clusters Score -1.607213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 40099 members 
Entering Unmasked Estep 
Score: -16072130.000000 Penalty: 5610.276855
	Iteration 161Q: 3 clusters Score -1.607213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41621 members 
Mstep: Class 2 contains 40098 members 
Entering Unmasked Estep 
Score: -16072131.000000 Penalty: 5610.276855
	Iteration 162Q: 3 clusters Score -1.607213e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 40093 members 
Entering Unmasked Estep 
Score: -16072129.000000 Penalty: 5610.276855
	Iteration 163Q: 3 clusters Score -1.607213e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -16072128.000000 Penalty: 5610.276855
	Iteration 164Q: 3 clusters Score -1.607213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 40092 members 
Entering Unmasked Estep 
Score: -16072128.000000 Penalty: 5610.276855
	Iteration 165F: 3 clusters Score -1.607213e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 96534 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 30012 members 
Mstep: Class 28 contains 44831 members 
Mstep: Class 29 contains 40092 members 
Entering Unmasked Estep 
Score: -207627392.000000 Penalty: 100152.000000
Splitting cluster 10 changes total score from -207412480.000000 to -207627392.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (96534 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96534 members 
Entering Unmasked Estep 
Score: -18127536.000000 Penalty: 2846.457275
	Iteration 0F: 2 clusters Score -1.812754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 48517 members 
Entering Unmasked Estep 
Score: -18102210.000000 Penalty: 5692.914551
	Iteration 0F: 3 clusters Score -1.810221e+07 nChanged 45453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -18128184.000000 Penalty: 5692.914551
	Iteration 1F: 3 clusters Score -1.812818e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 53643 members 
Entering Unmasked Estep 
Score: -18129076.000000 Penalty: 5692.914551
	Iteration 2Q: 3 clusters Score -1.812908e+07 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41224 members 
Mstep: Class 2 contains 55310 members 
Entering Unmasked Estep 
Score: -18130394.000000 Penalty: 5692.914551
	Iteration 3Q: 3 clusters Score -1.813039e+07 nChanged 5188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39754 members 
Mstep: Class 2 contains 56780 members 
Entering Unmasked Estep 
Score: -18131754.000000 Penalty: 5692.914551
	Iteration 4F: 3 clusters Score -1.813175e+07 nChanged 5563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38623 members 
Mstep: Class 2 contains 57911 members 
Entering Unmasked Estep 
Score: -18133700.000000 Penalty: 5692.914551
	Iteration 5F: 3 clusters Score -1.81337e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38114 members 
Mstep: Class 2 contains 58420 members 
Entering Unmasked Estep 
Score: -18136510.000000 Penalty: 5692.914551
	Iteration 6F: 3 clusters Score -1.813651e+07 nChanged 6367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38583 members 
Mstep: Class 2 contains 57951 members 
Entering Unmasked Estep 
Score: -18140316.000000 Penalty: 5692.914551
	Iteration 7F: 3 clusters Score -1.814032e+07 nChanged 6581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40378 members 
Mstep: Class 2 contains 56156 members 
Entering Unmasked Estep 
Score: -18144182.000000 Penalty: 5692.914551
	Iteration 8F: 3 clusters Score -1.814418e+07 nChanged 5642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 53252 members 
Entering Unmasked Estep 
Score: -18146332.000000 Penalty: 5692.914551
	Iteration 9F: 3 clusters Score -1.814633e+07 nChanged 4483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47165 members 
Mstep: Class 2 contains 49369 members 
Entering Unmasked Estep 
Score: -18147426.000000 Penalty: 5692.914551
	Iteration 10Q: 3 clusters Score -1.814743e+07 nChanged 4652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51793 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -18147698.000000 Penalty: 5692.914551
	Iteration 11Q: 3 clusters Score -1.81477e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56399 members 
Mstep: Class 2 contains 40135 members 
Entering Unmasked Estep 
Score: -18147624.000000 Penalty: 5692.914551
	Iteration 12Q: 3 clusters Score -1.814762e+07 nChanged 4084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60051 members 
Mstep: Class 2 contains 36483 members 
Entering Unmasked Estep 
Score: -18147262.000000 Penalty: 5692.914551
	Iteration 13Q: 3 clusters Score -1.814726e+07 nChanged 3735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62664 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -18146576.000000 Penalty: 5692.914551
	Iteration 14Q: 3 clusters Score -1.814658e+07 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64218 members 
Mstep: Class 2 contains 32316 members 
Entering Unmasked Estep 
Score: -18145996.000000 Penalty: 5692.914551
	Iteration 15Q: 3 clusters Score -1.8146e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65007 members 
Mstep: Class 2 contains 31527 members 
Entering Unmasked Estep 
Score: -18145488.000000 Penalty: 5692.914551
	Iteration 16Q: 3 clusters Score -1.814549e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65058 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -18145356.000000 Penalty: 5692.914551
	Iteration 17Q: 3 clusters Score -1.814536e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64609 members 
Mstep: Class 2 contains 31925 members 
Entering Unmasked Estep 
Score: -18145510.000000 Penalty: 5692.914551
	Iteration 18Q: 3 clusters Score -1.814551e+07 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63870 members 
Mstep: Class 2 contains 32664 members 
Entering Unmasked Estep 
Score: -18145786.000000 Penalty: 5692.914551
	Iteration 19Q: 3 clusters Score -1.814579e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63018 members 
Mstep: Class 2 contains 33516 members 
Entering Unmasked Estep 
Score: -18146522.000000 Penalty: 5692.914551
	Iteration 20F: 3 clusters Score -1.814652e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62371 members 
Mstep: Class 2 contains 34163 members 
Entering Unmasked Estep 
Score: -18146848.000000 Penalty: 5692.914551
	Iteration 21Q: 3 clusters Score -1.814685e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61516 members 
Mstep: Class 2 contains 35018 members 
Entering Unmasked Estep 
Score: -18147202.000000 Penalty: 5692.914551
	Iteration 22Q: 3 clusters Score -1.81472e+07 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60608 members 
Mstep: Class 2 contains 35926 members 
Entering Unmasked Estep 
Score: -18147586.000000 Penalty: 5692.914551
	Iteration 23Q: 3 clusters Score -1.814759e+07 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59769 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -18148004.000000 Penalty: 5692.914551
	Iteration 24Q: 3 clusters Score -1.8148e+07 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58942 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -18148398.000000 Penalty: 5692.914551
	Iteration 25Q: 3 clusters Score -1.81484e+07 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58203 members 
Mstep: Class 2 contains 38331 members 
Entering Unmasked Estep 
Score: -18148694.000000 Penalty: 5692.914551
	Iteration 26Q: 3 clusters Score -1.814869e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57507 members 
Mstep: Class 2 contains 39027 members 
Entering Unmasked Estep 
Score: -18148950.000000 Penalty: 5692.914551
	Iteration 27Q: 3 clusters Score -1.814895e+07 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56948 members 
Mstep: Class 2 contains 39586 members 
Entering Unmasked Estep 
Score: -18149176.000000 Penalty: 5692.914551
	Iteration 28Q: 3 clusters Score -1.814918e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56425 members 
Mstep: Class 2 contains 40109 members 
Entering Unmasked Estep 
Score: -18149314.000000 Penalty: 5692.914551
	Iteration 29Q: 3 clusters Score -1.814931e+07 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55944 members 
Mstep: Class 2 contains 40590 members 
Entering Unmasked Estep 
Score: -18149418.000000 Penalty: 5692.914551
	Iteration 30Q: 3 clusters Score -1.814942e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55612 members 
Mstep: Class 2 contains 40922 members 
Entering Unmasked Estep 
Score: -18149488.000000 Penalty: 5692.914551
	Iteration 31Q: 3 clusters Score -1.814949e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55338 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -18149594.000000 Penalty: 5692.914551
	Iteration 32Q: 3 clusters Score -1.814959e+07 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55089 members 
Mstep: Class 2 contains 41445 members 
Entering Unmasked Estep 
Score: -18149666.000000 Penalty: 5692.914551
	Iteration 33Q: 3 clusters Score -1.814967e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54864 members 
Mstep: Class 2 contains 41670 members 
Entering Unmasked Estep 
Score: -18149696.000000 Penalty: 5692.914551
	Iteration 34Q: 3 clusters Score -1.81497e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 41804 members 
Entering Unmasked Estep 
Score: -18149730.000000 Penalty: 5692.914551
	Iteration 35Q: 3 clusters Score -1.814973e+07 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54602 members 
Mstep: Class 2 contains 41932 members 
Entering Unmasked Estep 
Score: -18149800.000000 Penalty: 5692.914551
	Iteration 36Q: 3 clusters Score -1.81498e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 42006 members 
Entering Unmasked Estep 
Score: -18149852.000000 Penalty: 5692.914551
	Iteration 37Q: 3 clusters Score -1.814985e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54423 members 
Mstep: Class 2 contains 42111 members 
Entering Unmasked Estep 
Score: -18149860.000000 Penalty: 5692.914551
	Iteration 38Q: 3 clusters Score -1.814986e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -18149922.000000 Penalty: 5692.914551
	Iteration 39Q: 3 clusters Score -1.814992e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54262 members 
Mstep: Class 2 contains 42272 members 
Entering Unmasked Estep 
Score: -18150010.000000 Penalty: 5692.914551
	Iteration 40F: 3 clusters Score -1.815001e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54123 members 
Mstep: Class 2 contains 42411 members 
Entering Unmasked Estep 
Score: -18150074.000000 Penalty: 5692.914551
	Iteration 41Q: 3 clusters Score -1.815007e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53975 members 
Mstep: Class 2 contains 42559 members 
Entering Unmasked Estep 
Score: -18150072.000000 Penalty: 5692.914551
	Iteration 42Q: 3 clusters Score -1.815007e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53869 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -18150148.000000 Penalty: 5692.914551
	Iteration 43Q: 3 clusters Score -1.815015e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 42756 members 
Entering Unmasked Estep 
Score: -18150274.000000 Penalty: 5692.914551
	Iteration 44Q: 3 clusters Score -1.815027e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53714 members 
Mstep: Class 2 contains 42820 members 
Entering Unmasked Estep 
Score: -18150276.000000 Penalty: 5692.914551
	Iteration 45Q: 3 clusters Score -1.815028e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53683 members 
Mstep: Class 2 contains 42851 members 
Entering Unmasked Estep 
Score: -18150304.000000 Penalty: 5692.914551
	Iteration 46Q: 3 clusters Score -1.81503e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 42877 members 
Entering Unmasked Estep 
Score: -18150328.000000 Penalty: 5692.914551
	Iteration 47Q: 3 clusters Score -1.815033e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 42870 members 
Entering Unmasked Estep 
Score: -18150380.000000 Penalty: 5692.914551
	Iteration 48Q: 3 clusters Score -1.815038e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 42837 members 
Entering Unmasked Estep 
Score: -18150440.000000 Penalty: 5692.914551
	Iteration 49Q: 3 clusters Score -1.815044e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53741 members 
Mstep: Class 2 contains 42793 members 
Entering Unmasked Estep 
Score: -18150482.000000 Penalty: 5692.914551
	Iteration 50Q: 3 clusters Score -1.815048e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53781 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -18150508.000000 Penalty: 5692.914551
	Iteration 51Q: 3 clusters Score -1.815051e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53832 members 
Mstep: Class 2 contains 42702 members 
Entering Unmasked Estep 
Score: -18150528.000000 Penalty: 5692.914551
	Iteration 52Q: 3 clusters Score -1.815053e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53865 members 
Mstep: Class 2 contains 42669 members 
Entering Unmasked Estep 
Score: -18150526.000000 Penalty: 5692.914551
	Iteration 53Q: 3 clusters Score -1.815053e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53897 members 
Mstep: Class 2 contains 42637 members 
Entering Unmasked Estep 
Score: -18150584.000000 Penalty: 5692.914551
	Iteration 54Q: 3 clusters Score -1.815058e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53946 members 
Mstep: Class 2 contains 42588 members 
Entering Unmasked Estep 
Score: -18150638.000000 Penalty: 5692.914551
	Iteration 55Q: 3 clusters Score -1.815064e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53968 members 
Mstep: Class 2 contains 42566 members 
Entering Unmasked Estep 
Score: -18150606.000000 Penalty: 5692.914551
	Iteration 56Q: 3 clusters Score -1.815061e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 42536 members 
Entering Unmasked Estep 
Score: -18150640.000000 Penalty: 5692.914551
	Iteration 57Q: 3 clusters Score -1.815064e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54038 members 
Mstep: Class 2 contains 42496 members 
Entering Unmasked Estep 
Score: -18150642.000000 Penalty: 5692.914551
	Iteration 58Q: 3 clusters Score -1.815064e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 42468 members 
Entering Unmasked Estep 
Score: -18150650.000000 Penalty: 5692.914551
	Iteration 59Q: 3 clusters Score -1.815065e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54094 members 
Mstep: Class 2 contains 42440 members 
Entering Unmasked Estep 
Score: -18150628.000000 Penalty: 5692.914551
	Iteration 60F: 3 clusters Score -1.815063e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54111 members 
Mstep: Class 2 contains 42423 members 
Entering Unmasked Estep 
Score: -18150634.000000 Penalty: 5692.914551
	Iteration 61Q: 3 clusters Score -1.815063e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54132 members 
Mstep: Class 2 contains 42402 members 
Entering Unmasked Estep 
Score: -18150672.000000 Penalty: 5692.914551
	Iteration 62Q: 3 clusters Score -1.815067e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -18150680.000000 Penalty: 5692.914551
	Iteration 63Q: 3 clusters Score -1.815068e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54224 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -18150680.000000 Penalty: 5692.914551
	Iteration 64Q: 3 clusters Score -1.815068e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54277 members 
Mstep: Class 2 contains 42257 members 
Entering Unmasked Estep 
Score: -18150678.000000 Penalty: 5692.914551
	Iteration 65Q: 3 clusters Score -1.815068e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -18150684.000000 Penalty: 5692.914551
	Iteration 66Q: 3 clusters Score -1.815068e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -18150754.000000 Penalty: 5692.914551
	Iteration 67Q: 3 clusters Score -1.815075e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 42163 members 
Entering Unmasked Estep 
Score: -18150768.000000 Penalty: 5692.914551
	Iteration 68Q: 3 clusters Score -1.815077e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54390 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -18150788.000000 Penalty: 5692.914551
	Iteration 69Q: 3 clusters Score -1.815079e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -18150802.000000 Penalty: 5692.914551
	Iteration 70Q: 3 clusters Score -1.81508e+07 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54441 members 
Mstep: Class 2 contains 42093 members 
Entering Unmasked Estep 
Score: -18150836.000000 Penalty: 5692.914551
	Iteration 71Q: 3 clusters Score -1.815084e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -18150908.000000 Penalty: 5692.914551
	Iteration 72Q: 3 clusters Score -1.815091e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -18151018.000000 Penalty: 5692.914551
	Iteration 73Q: 3 clusters Score -1.815102e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54431 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -18151064.000000 Penalty: 5692.914551
	Iteration 74Q: 3 clusters Score -1.815106e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 42105 members 
Entering Unmasked Estep 
Score: -18151104.000000 Penalty: 5692.914551
	Iteration 75Q: 3 clusters Score -1.81511e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54413 members 
Mstep: Class 2 contains 42121 members 
Entering Unmasked Estep 
Score: -18151106.000000 Penalty: 5692.914551
	Iteration 76Q: 3 clusters Score -1.815111e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -18151160.000000 Penalty: 5692.914551
	Iteration 77Q: 3 clusters Score -1.815116e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54359 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -18151182.000000 Penalty: 5692.914551
	Iteration 78Q: 3 clusters Score -1.815118e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 42208 members 
Entering Unmasked Estep 
Score: -18151178.000000 Penalty: 5692.914551
	Iteration 79Q: 3 clusters Score -1.815118e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54316 members 
Mstep: Class 2 contains 42218 members 
Entering Unmasked Estep 
Score: -18151194.000000 Penalty: 5692.914551
	Iteration 80F: 3 clusters Score -1.815119e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54306 members 
Mstep: Class 2 contains 42228 members 
Entering Unmasked Estep 
Score: -18151218.000000 Penalty: 5692.914551
	Iteration 81Q: 3 clusters Score -1.815122e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54279 members 
Mstep: Class 2 contains 42255 members 
Entering Unmasked Estep 
Score: -18151276.000000 Penalty: 5692.914551
	Iteration 82Q: 3 clusters Score -1.815128e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -18151364.000000 Penalty: 5692.914551
	Iteration 83Q: 3 clusters Score -1.815136e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -18151380.000000 Penalty: 5692.914551
	Iteration 84Q: 3 clusters Score -1.815138e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54239 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -18151404.000000 Penalty: 5692.914551
	Iteration 85Q: 3 clusters Score -1.81514e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -18151400.000000 Penalty: 5692.914551
	Iteration 86Q: 3 clusters Score -1.81514e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54237 members 
Mstep: Class 2 contains 42297 members 
Entering Unmasked Estep 
Score: -18151408.000000 Penalty: 5692.914551
	Iteration 87Q: 3 clusters Score -1.815141e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54260 members 
Mstep: Class 2 contains 42274 members 
Entering Unmasked Estep 
Score: -18151428.000000 Penalty: 5692.914551
	Iteration 88Q: 3 clusters Score -1.815143e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54264 members 
Mstep: Class 2 contains 42270 members 
Entering Unmasked Estep 
Score: -18151424.000000 Penalty: 5692.914551
	Iteration 89Q: 3 clusters Score -1.815142e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54261 members 
Mstep: Class 2 contains 42273 members 
Entering Unmasked Estep 
Score: -18151430.000000 Penalty: 5692.914551
	Iteration 90Q: 3 clusters Score -1.815143e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54238 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -18151434.000000 Penalty: 5692.914551
	Iteration 91Q: 3 clusters Score -1.815143e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54225 members 
Mstep: Class 2 contains 42309 members 
Entering Unmasked Estep 
Score: -18151456.000000 Penalty: 5692.914551
	Iteration 92Q: 3 clusters Score -1.815146e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54221 members 
Mstep: Class 2 contains 42313 members 
Entering Unmasked Estep 
Score: -18151438.000000 Penalty: 5692.914551
	Iteration 93Q: 3 clusters Score -1.815144e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54240 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -18151454.000000 Penalty: 5692.914551
	Iteration 94Q: 3 clusters Score -1.815145e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54243 members 
Mstep: Class 2 contains 42291 members 
Entering Unmasked Estep 
Score: -18151450.000000 Penalty: 5692.914551
	Iteration 95Q: 3 clusters Score -1.815145e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -18151468.000000 Penalty: 5692.914551
	Iteration 96Q: 3 clusters Score -1.815147e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54268 members 
Mstep: Class 2 contains 42266 members 
Entering Unmasked Estep 
Score: -18151476.000000 Penalty: 5692.914551
	Iteration 97Q: 3 clusters Score -1.815148e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54299 members 
Mstep: Class 2 contains 42235 members 
Entering Unmasked Estep 
Score: -18151488.000000 Penalty: 5692.914551
	Iteration 98Q: 3 clusters Score -1.815149e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54333 members 
Mstep: Class 2 contains 42201 members 
Entering Unmasked Estep 
Score: -18151536.000000 Penalty: 5692.914551
	Iteration 99Q: 3 clusters Score -1.815154e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54350 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -18151528.000000 Penalty: 5692.914551
	Iteration 100F: 3 clusters Score -1.815153e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54372 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -18151528.000000 Penalty: 5692.914551
	Iteration 101Q: 3 clusters Score -1.815153e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54389 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -18151528.000000 Penalty: 5692.914551
	Iteration 102Q: 3 clusters Score -1.815153e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54412 members 
Mstep: Class 2 contains 42122 members 
Entering Unmasked Estep 
Score: -18151506.000000 Penalty: 5692.914551
	Iteration 103Q: 3 clusters Score -1.815151e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 42094 members 
Entering Unmasked Estep 
Score: -18151510.000000 Penalty: 5692.914551
	Iteration 104Q: 3 clusters Score -1.815151e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54456 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -18151534.000000 Penalty: 5692.914551
	Iteration 105Q: 3 clusters Score -1.815153e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54459 members 
Mstep: Class 2 contains 42075 members 
Entering Unmasked Estep 
Score: -18151566.000000 Penalty: 5692.914551
	Iteration 106Q: 3 clusters Score -1.815157e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54462 members 
Mstep: Class 2 contains 42072 members 
Entering Unmasked Estep 
Score: -18151590.000000 Penalty: 5692.914551
	Iteration 107Q: 3 clusters Score -1.815159e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54483 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -18151588.000000 Penalty: 5692.914551
	Iteration 108Q: 3 clusters Score -1.815159e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -18151590.000000 Penalty: 5692.914551
	Iteration 109Q: 3 clusters Score -1.815159e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54541 members 
Mstep: Class 2 contains 41993 members 
Entering Unmasked Estep 
Score: -18151586.000000 Penalty: 5692.914551
	Iteration 110Q: 3 clusters Score -1.815159e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54557 members 
Mstep: Class 2 contains 41977 members 
Entering Unmasked Estep 
Score: -18151582.000000 Penalty: 5692.914551
	Iteration 111Q: 3 clusters Score -1.815158e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54582 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -18151570.000000 Penalty: 5692.914551
	Iteration 112Q: 3 clusters Score -1.815157e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54590 members 
Mstep: Class 2 contains 41944 members 
Entering Unmasked Estep 
Score: -18151612.000000 Penalty: 5692.914551
	Iteration 113Q: 3 clusters Score -1.815161e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54588 members 
Mstep: Class 2 contains 41946 members 
Entering Unmasked Estep 
Score: -18151648.000000 Penalty: 5692.914551
	Iteration 114Q: 3 clusters Score -1.815165e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 41962 members 
Entering Unmasked Estep 
Score: -18151642.000000 Penalty: 5692.914551
	Iteration 115Q: 3 clusters Score -1.815164e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 41964 members 
Entering Unmasked Estep 
Score: -18151648.000000 Penalty: 5692.914551
	Iteration 116Q: 3 clusters Score -1.815165e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -18151618.000000 Penalty: 5692.914551
	Iteration 117Q: 3 clusters Score -1.815162e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 41978 members 
Entering Unmasked Estep 
Score: -18151618.000000 Penalty: 5692.914551
	Iteration 118Q: 3 clusters Score -1.815162e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54534 members 
Mstep: Class 2 contains 42000 members 
Entering Unmasked Estep 
Score: -18151580.000000 Penalty: 5692.914551
	Iteration 119Q: 3 clusters Score -1.815158e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54531 members 
Mstep: Class 2 contains 42003 members 
Entering Unmasked Estep 
Score: -18151572.000000 Penalty: 5692.914551
	Iteration 120F: 3 clusters Score -1.815157e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54511 members 
Mstep: Class 2 contains 42023 members 
Entering Unmasked Estep 
Score: -18151604.000000 Penalty: 5692.914551
	Iteration 121Q: 3 clusters Score -1.81516e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 42047 members 
Entering Unmasked Estep 
Score: -18151620.000000 Penalty: 5692.914551
	Iteration 122Q: 3 clusters Score -1.815162e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54480 members 
Mstep: Class 2 contains 42054 members 
Entering Unmasked Estep 
Score: -18151634.000000 Penalty: 5692.914551
	Iteration 123Q: 3 clusters Score -1.815163e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54466 members 
Mstep: Class 2 contains 42068 members 
Entering Unmasked Estep 
Score: -18151670.000000 Penalty: 5692.914551
	Iteration 124Q: 3 clusters Score -1.815167e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 42086 members 
Entering Unmasked Estep 
Score: -18151686.000000 Penalty: 5692.914551
	Iteration 125Q: 3 clusters Score -1.815169e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 42117 members 
Entering Unmasked Estep 
Score: -18151704.000000 Penalty: 5692.914551
	Iteration 126Q: 3 clusters Score -1.81517e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54399 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -18151726.000000 Penalty: 5692.914551
	Iteration 127Q: 3 clusters Score -1.815173e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 42147 members 
Entering Unmasked Estep 
Score: -18151734.000000 Penalty: 5692.914551
	Iteration 128Q: 3 clusters Score -1.815173e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -18151752.000000 Penalty: 5692.914551
	Iteration 129Q: 3 clusters Score -1.815175e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54363 members 
Mstep: Class 2 contains 42171 members 
Entering Unmasked Estep 
Score: -18151778.000000 Penalty: 5692.914551
	Iteration 130Q: 3 clusters Score -1.815178e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54349 members 
Mstep: Class 2 contains 42185 members 
Entering Unmasked Estep 
Score: -18151800.000000 Penalty: 5692.914551
	Iteration 131Q: 3 clusters Score -1.81518e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54337 members 
Mstep: Class 2 contains 42197 members 
Entering Unmasked Estep 
Score: -18151826.000000 Penalty: 5692.914551
	Iteration 132Q: 3 clusters Score -1.815183e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54330 members 
Mstep: Class 2 contains 42204 members 
Entering Unmasked Estep 
Score: -18151808.000000 Penalty: 5692.914551
	Iteration 133Q: 3 clusters Score -1.815181e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54301 members 
Mstep: Class 2 contains 42233 members 
Entering Unmasked Estep 
Score: -18151820.000000 Penalty: 5692.914551
	Iteration 134Q: 3 clusters Score -1.815182e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -18151836.000000 Penalty: 5692.914551
	Iteration 135Q: 3 clusters Score -1.815184e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 42254 members 
Entering Unmasked Estep 
Score: -18151846.000000 Penalty: 5692.914551
	Iteration 136Q: 3 clusters Score -1.815185e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54269 members 
Mstep: Class 2 contains 42265 members 
Entering Unmasked Estep 
Score: -18151866.000000 Penalty: 5692.914551
	Iteration 137Q: 3 clusters Score -1.815187e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54259 members 
Mstep: Class 2 contains 42275 members 
Entering Unmasked Estep 
Score: -18151864.000000 Penalty: 5692.914551
	Iteration 138Q: 3 clusters Score -1.815186e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54253 members 
Mstep: Class 2 contains 42281 members 
Entering Unmasked Estep 
Score: -18151878.000000 Penalty: 5692.914551
	Iteration 139Q: 3 clusters Score -1.815188e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -18151866.000000 Penalty: 5692.914551
	Iteration 140F: 3 clusters Score -1.815187e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 42279 members 
Entering Unmasked Estep 
Score: -18151882.000000 Penalty: 5692.914551
	Iteration 141Q: 3 clusters Score -1.815188e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 42282 members 
Entering Unmasked Estep 
Score: -18151880.000000 Penalty: 5692.914551
	Iteration 142Q: 3 clusters Score -1.815188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54257 members 
Mstep: Class 2 contains 42277 members 
Entering Unmasked Estep 
Score: -18151876.000000 Penalty: 5692.914551
	Iteration 143Q: 3 clusters Score -1.815188e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54251 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -18151884.000000 Penalty: 5692.914551
	Iteration 144Q: 3 clusters Score -1.815188e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54244 members 
Mstep: Class 2 contains 42290 members 
Entering Unmasked Estep 
Score: -18151866.000000 Penalty: 5692.914551
	Iteration 145Q: 3 clusters Score -1.815187e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54227 members 
Mstep: Class 2 contains 42307 members 
Entering Unmasked Estep 
Score: -18151860.000000 Penalty: 5692.914551
	Iteration 146Q: 3 clusters Score -1.815186e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54214 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -18151844.000000 Penalty: 5692.914551
	Iteration 147Q: 3 clusters Score -1.815184e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54200 members 
Mstep: Class 2 contains 42334 members 
Entering Unmasked Estep 
Score: -18151840.000000 Penalty: 5692.914551
	Iteration 148Q: 3 clusters Score -1.815184e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -18151852.000000 Penalty: 5692.914551
	Iteration 149Q: 3 clusters Score -1.815185e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54178 members 
Mstep: Class 2 contains 42356 members 
Entering Unmasked Estep 
Score: -18151854.000000 Penalty: 5692.914551
	Iteration 150Q: 3 clusters Score -1.815185e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -18151862.000000 Penalty: 5692.914551
	Iteration 151Q: 3 clusters Score -1.815186e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -18151858.000000 Penalty: 5692.914551
	Iteration 152Q: 3 clusters Score -1.815186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54171 members 
Mstep: Class 2 contains 42363 members 
Entering Unmasked Estep 
Score: -18151860.000000 Penalty: 5692.914551
	Iteration 153Q: 3 clusters Score -1.815186e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54172 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -18151858.000000 Penalty: 5692.914551
	Iteration 154Q: 3 clusters Score -1.815186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -18151888.000000 Penalty: 5692.914551
	Iteration 155Q: 3 clusters Score -1.815189e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54168 members 
Mstep: Class 2 contains 42366 members 
Entering Unmasked Estep 
Score: -18151894.000000 Penalty: 5692.914551
	Iteration 156Q: 3 clusters Score -1.815189e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -18151902.000000 Penalty: 5692.914551
	Iteration 157Q: 3 clusters Score -1.81519e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54173 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -18151906.000000 Penalty: 5692.914551
	Iteration 158Q: 3 clusters Score -1.815191e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54174 members 
Mstep: Class 2 contains 42360 members 
Entering Unmasked Estep 
Score: -18151910.000000 Penalty: 5692.914551
	Iteration 159Q: 3 clusters Score -1.815191e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54176 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -18151918.000000 Penalty: 5692.914551
	Iteration 160F: 3 clusters Score -1.815192e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54180 members 
Mstep: Class 2 contains 42354 members 
Entering Unmasked Estep 
Score: -18151914.000000 Penalty: 5692.914551
	Iteration 161Q: 3 clusters Score -1.815191e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -18151908.000000 Penalty: 5692.914551
	Iteration 162Q: 3 clusters Score -1.815191e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -18151908.000000 Penalty: 5692.914551
	Iteration 163Q: 3 clusters Score -1.815191e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -18151912.000000 Penalty: 5692.914551
	Iteration 164Q: 3 clusters Score -1.815191e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54187 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -18151900.000000 Penalty: 5692.914551
	Iteration 165Q: 3 clusters Score -1.81519e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -18151916.000000 Penalty: 5692.914551
	Iteration 166Q: 3 clusters Score -1.815192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -18151926.000000 Penalty: 5692.914551
	Iteration 167Q: 3 clusters Score -1.815193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54195 members 
Mstep: Class 2 contains 42339 members 
Entering Unmasked Estep 
Score: -18151932.000000 Penalty: 5692.914551
	Iteration 168Q: 3 clusters Score -1.815193e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54190 members 
Mstep: Class 2 contains 42344 members 
Entering Unmasked Estep 
Score: -18151928.000000 Penalty: 5692.914551
	Iteration 169Q: 3 clusters Score -1.815193e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54186 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -18151920.000000 Penalty: 5692.914551
	Iteration 170Q: 3 clusters Score -1.815192e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -18151912.000000 Penalty: 5692.914551
	Iteration 171Q: 3 clusters Score -1.815191e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -18151922.000000 Penalty: 5692.914551
	Iteration 172Q: 3 clusters Score -1.815192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54183 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -18151922.000000 Penalty: 5692.914551
	Iteration 173F: 3 clusters Score -1.815192e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 98025 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 30012 members 
Mstep: Class 28 contains 44831 members 
Mstep: Class 29 contains 40092 members 
Mstep: Class 30 contains 42351 members 
Entering Unmasked Estep 
Score: -207656320.000000 Penalty: 103605.515625
Splitting cluster 11 changes total score from -207412480.000000 to -207656320.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (98025 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98025 members 
Entering Unmasked Estep 
Score: -17891364.000000 Penalty: 2850.258545
	Iteration 0F: 2 clusters Score -1.789136e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48734 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -17865308.000000 Penalty: 5700.517090
	Iteration 0F: 3 clusters Score -1.786531e+07 nChanged 46465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45831 members 
Mstep: Class 2 contains 52194 members 
Entering Unmasked Estep 
Score: -17891666.000000 Penalty: 5700.517090
	Iteration 1F: 3 clusters Score -1.789167e+07 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 53383 members 
Entering Unmasked Estep 
Score: -17892712.000000 Penalty: 5700.517090
	Iteration 2Q: 3 clusters Score -1.789271e+07 nChanged 4425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43237 members 
Mstep: Class 2 contains 54788 members 
Entering Unmasked Estep 
Score: -17893878.000000 Penalty: 5700.517090
	Iteration 3Q: 3 clusters Score -1.789388e+07 nChanged 4779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41554 members 
Mstep: Class 2 contains 56471 members 
Entering Unmasked Estep 
Score: -17895206.000000 Penalty: 5700.517090
	Iteration 4Q: 3 clusters Score -1.789521e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39689 members 
Mstep: Class 2 contains 58336 members 
Entering Unmasked Estep 
Score: -17897034.000000 Penalty: 5700.517090
	Iteration 5F: 3 clusters Score -1.789703e+07 nChanged 5732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38005 members 
Mstep: Class 2 contains 60020 members 
Entering Unmasked Estep 
Score: -17899468.000000 Penalty: 5700.517090
	Iteration 6F: 3 clusters Score -1.789947e+07 nChanged 6075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36912 members 
Mstep: Class 2 contains 61113 members 
Entering Unmasked Estep 
Score: -17902548.000000 Penalty: 5700.517090
	Iteration 7F: 3 clusters Score -1.790255e+07 nChanged 6000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -17905732.000000 Penalty: 5700.517090
	Iteration 8F: 3 clusters Score -1.790573e+07 nChanged 5357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 59740 members 
Entering Unmasked Estep 
Score: -17908430.000000 Penalty: 5700.517090
	Iteration 9F: 3 clusters Score -1.790843e+07 nChanged 4014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40319 members 
Mstep: Class 2 contains 57706 members 
Entering Unmasked Estep 
Score: -17909760.000000 Penalty: 5700.517090
	Iteration 10Q: 3 clusters Score -1.790976e+07 nChanged 2792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42705 members 
Mstep: Class 2 contains 55320 members 
Entering Unmasked Estep 
Score: -17910624.000000 Penalty: 5700.517090
	Iteration 11Q: 3 clusters Score -1.791062e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -17911278.000000 Penalty: 5700.517090
	Iteration 12Q: 3 clusters Score -1.791128e+07 nChanged 3033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48398 members 
Mstep: Class 2 contains 49627 members 
Entering Unmasked Estep 
Score: -17911782.000000 Penalty: 5700.517090
	Iteration 13Q: 3 clusters Score -1.791178e+07 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51453 members 
Mstep: Class 2 contains 46572 members 
Entering Unmasked Estep 
Score: -17911848.000000 Penalty: 5700.517090
	Iteration 14Q: 3 clusters Score -1.791185e+07 nChanged 3160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54561 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -17911710.000000 Penalty: 5700.517090
	Iteration 15Q: 3 clusters Score -1.791171e+07 nChanged 3541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57972 members 
Mstep: Class 2 contains 40053 members 
Entering Unmasked Estep 
Score: -17910910.000000 Penalty: 5700.517090
	Iteration 16Q: 3 clusters Score -1.791091e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61117 members 
Mstep: Class 2 contains 36908 members 
Entering Unmasked Estep 
Score: -17910072.000000 Penalty: 5700.517090
	Iteration 17Q: 3 clusters Score -1.791007e+07 nChanged 3605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63790 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -17908948.000000 Penalty: 5700.517090
	Iteration 18Q: 3 clusters Score -1.790895e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65484 members 
Mstep: Class 2 contains 32541 members 
Entering Unmasked Estep 
Score: -17908196.000000 Penalty: 5700.517090
	Iteration 19Q: 3 clusters Score -1.79082e+07 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66261 members 
Mstep: Class 2 contains 31764 members 
Entering Unmasked Estep 
Score: -17908036.000000 Penalty: 5700.517090
	Iteration 20F: 3 clusters Score -1.790804e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66834 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -17907556.000000 Penalty: 5700.517090
	Iteration 21Q: 3 clusters Score -1.790756e+07 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66757 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -17907538.000000 Penalty: 5700.517090
	Iteration 22Q: 3 clusters Score -1.790754e+07 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66260 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -17907686.000000 Penalty: 5700.517090
	Iteration 23Q: 3 clusters Score -1.790769e+07 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65436 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -17907910.000000 Penalty: 5700.517090
	Iteration 24Q: 3 clusters Score -1.790791e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64464 members 
Mstep: Class 2 contains 33561 members 
Entering Unmasked Estep 
Score: -17908174.000000 Penalty: 5700.517090
	Iteration 25Q: 3 clusters Score -1.790817e+07 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -17908508.000000 Penalty: 5700.517090
	Iteration 26Q: 3 clusters Score -1.790851e+07 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62220 members 
Mstep: Class 2 contains 35805 members 
Entering Unmasked Estep 
Score: -17908966.000000 Penalty: 5700.517090
	Iteration 27Q: 3 clusters Score -1.790897e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60998 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -17909586.000000 Penalty: 5700.517090
	Iteration 28Q: 3 clusters Score -1.790959e+07 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59757 members 
Mstep: Class 2 contains 38268 members 
Entering Unmasked Estep 
Score: -17910158.000000 Penalty: 5700.517090
	Iteration 29Q: 3 clusters Score -1.791016e+07 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58591 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -17910542.000000 Penalty: 5700.517090
	Iteration 30Q: 3 clusters Score -1.791054e+07 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57530 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -17910938.000000 Penalty: 5700.517090
	Iteration 31Q: 3 clusters Score -1.791094e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56571 members 
Mstep: Class 2 contains 41454 members 
Entering Unmasked Estep 
Score: -17911256.000000 Penalty: 5700.517090
	Iteration 32Q: 3 clusters Score -1.791126e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 42267 members 
Entering Unmasked Estep 
Score: -17911610.000000 Penalty: 5700.517090
	Iteration 33Q: 3 clusters Score -1.791161e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55169 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -17911842.000000 Penalty: 5700.517090
	Iteration 34Q: 3 clusters Score -1.791184e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54763 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -17911960.000000 Penalty: 5700.517090
	Iteration 35Q: 3 clusters Score -1.791196e+07 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54450 members 
Mstep: Class 2 contains 43575 members 
Entering Unmasked Estep 
Score: -17912100.000000 Penalty: 5700.517090
	Iteration 36Q: 3 clusters Score -1.79121e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54255 members 
Mstep: Class 2 contains 43770 members 
Entering Unmasked Estep 
Score: -17912178.000000 Penalty: 5700.517090
	Iteration 37Q: 3 clusters Score -1.791218e+07 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -17912182.000000 Penalty: 5700.517090
	Iteration 38Q: 3 clusters Score -1.791218e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53998 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -17912236.000000 Penalty: 5700.517090
	Iteration 39Q: 3 clusters Score -1.791224e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53933 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -17912606.000000 Penalty: 5700.517090
	Iteration 40F: 3 clusters Score -1.791261e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -17912844.000000 Penalty: 5700.517090
	Iteration 41Q: 3 clusters Score -1.791284e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52988 members 
Mstep: Class 2 contains 45037 members 
Entering Unmasked Estep 
Score: -17912938.000000 Penalty: 5700.517090
	Iteration 42Q: 3 clusters Score -1.791294e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52581 members 
Mstep: Class 2 contains 45444 members 
Entering Unmasked Estep 
Score: -17912992.000000 Penalty: 5700.517090
	Iteration 43Q: 3 clusters Score -1.791299e+07 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52273 members 
Mstep: Class 2 contains 45752 members 
Entering Unmasked Estep 
Score: -17913016.000000 Penalty: 5700.517090
	Iteration 44Q: 3 clusters Score -1.791302e+07 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51981 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -17913044.000000 Penalty: 5700.517090
	Iteration 45Q: 3 clusters Score -1.791304e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51669 members 
Mstep: Class 2 contains 46356 members 
Entering Unmasked Estep 
Score: -17913086.000000 Penalty: 5700.517090
	Iteration 46Q: 3 clusters Score -1.791309e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51373 members 
Mstep: Class 2 contains 46652 members 
Entering Unmasked Estep 
Score: -17913126.000000 Penalty: 5700.517090
	Iteration 47Q: 3 clusters Score -1.791313e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -17913198.000000 Penalty: 5700.517090
	Iteration 48Q: 3 clusters Score -1.79132e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50902 members 
Mstep: Class 2 contains 47123 members 
Entering Unmasked Estep 
Score: -17913236.000000 Penalty: 5700.517090
	Iteration 49Q: 3 clusters Score -1.791324e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50675 members 
Mstep: Class 2 contains 47350 members 
Entering Unmasked Estep 
Score: -17913326.000000 Penalty: 5700.517090
	Iteration 50Q: 3 clusters Score -1.791333e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50479 members 
Mstep: Class 2 contains 47546 members 
Entering Unmasked Estep 
Score: -17913416.000000 Penalty: 5700.517090
	Iteration 51Q: 3 clusters Score -1.791342e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50342 members 
Mstep: Class 2 contains 47683 members 
Entering Unmasked Estep 
Score: -17913490.000000 Penalty: 5700.517090
	Iteration 52Q: 3 clusters Score -1.791349e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50200 members 
Mstep: Class 2 contains 47825 members 
Entering Unmasked Estep 
Score: -17913520.000000 Penalty: 5700.517090
	Iteration 53Q: 3 clusters Score -1.791352e+07 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 47941 members 
Entering Unmasked Estep 
Score: -17913560.000000 Penalty: 5700.517090
	Iteration 54Q: 3 clusters Score -1.791356e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50039 members 
Mstep: Class 2 contains 47986 members 
Entering Unmasked Estep 
Score: -17913604.000000 Penalty: 5700.517090
	Iteration 55Q: 3 clusters Score -1.79136e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49982 members 
Mstep: Class 2 contains 48043 members 
Entering Unmasked Estep 
Score: -17913656.000000 Penalty: 5700.517090
	Iteration 56Q: 3 clusters Score -1.791366e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49934 members 
Mstep: Class 2 contains 48091 members 
Entering Unmasked Estep 
Score: -17913734.000000 Penalty: 5700.517090
	Iteration 57Q: 3 clusters Score -1.791373e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49908 members 
Mstep: Class 2 contains 48117 members 
Entering Unmasked Estep 
Score: -17913742.000000 Penalty: 5700.517090
	Iteration 58Q: 3 clusters Score -1.791374e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 48150 members 
Entering Unmasked Estep 
Score: -17913812.000000 Penalty: 5700.517090
	Iteration 59Q: 3 clusters Score -1.791381e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49842 members 
Mstep: Class 2 contains 48183 members 
Entering Unmasked Estep 
Score: -17913856.000000 Penalty: 5700.517090
	Iteration 60F: 3 clusters Score -1.791386e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 48219 members 
Entering Unmasked Estep 
Score: -17913938.000000 Penalty: 5700.517090
	Iteration 61Q: 3 clusters Score -1.791394e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49789 members 
Mstep: Class 2 contains 48236 members 
Entering Unmasked Estep 
Score: -17913972.000000 Penalty: 5700.517090
	Iteration 62Q: 3 clusters Score -1.791397e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49824 members 
Mstep: Class 2 contains 48201 members 
Entering Unmasked Estep 
Score: -17913996.000000 Penalty: 5700.517090
	Iteration 63Q: 3 clusters Score -1.7914e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49891 members 
Mstep: Class 2 contains 48134 members 
Entering Unmasked Estep 
Score: -17914036.000000 Penalty: 5700.517090
	Iteration 64Q: 3 clusters Score -1.791404e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49955 members 
Mstep: Class 2 contains 48070 members 
Entering Unmasked Estep 
Score: -17913992.000000 Penalty: 5700.517090
	Iteration 65Q: 3 clusters Score -1.791399e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50052 members 
Mstep: Class 2 contains 47973 members 
Entering Unmasked Estep 
Score: -17914040.000000 Penalty: 5700.517090
	Iteration 66Q: 3 clusters Score -1.791404e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50179 members 
Mstep: Class 2 contains 47846 members 
Entering Unmasked Estep 
Score: -17914094.000000 Penalty: 5700.517090
	Iteration 67Q: 3 clusters Score -1.791409e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50340 members 
Mstep: Class 2 contains 47685 members 
Entering Unmasked Estep 
Score: -17914056.000000 Penalty: 5700.517090
	Iteration 68Q: 3 clusters Score -1.791406e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50500 members 
Mstep: Class 2 contains 47525 members 
Entering Unmasked Estep 
Score: -17914068.000000 Penalty: 5700.517090
	Iteration 69Q: 3 clusters Score -1.791407e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50692 members 
Mstep: Class 2 contains 47333 members 
Entering Unmasked Estep 
Score: -17914048.000000 Penalty: 5700.517090
	Iteration 70Q: 3 clusters Score -1.791405e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50864 members 
Mstep: Class 2 contains 47161 members 
Entering Unmasked Estep 
Score: -17913996.000000 Penalty: 5700.517090
	Iteration 71Q: 3 clusters Score -1.7914e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51008 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -17914036.000000 Penalty: 5700.517090
	Iteration 72Q: 3 clusters Score -1.791404e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51138 members 
Mstep: Class 2 contains 46887 members 
Entering Unmasked Estep 
Score: -17914012.000000 Penalty: 5700.517090
	Iteration 73Q: 3 clusters Score -1.791401e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51263 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -17913994.000000 Penalty: 5700.517090
	Iteration 74Q: 3 clusters Score -1.791399e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51383 members 
Mstep: Class 2 contains 46642 members 
Entering Unmasked Estep 
Score: -17914044.000000 Penalty: 5700.517090
	Iteration 75Q: 3 clusters Score -1.791404e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51509 members 
Mstep: Class 2 contains 46516 members 
Entering Unmasked Estep 
Score: -17914072.000000 Penalty: 5700.517090
	Iteration 76Q: 3 clusters Score -1.791407e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51657 members 
Mstep: Class 2 contains 46368 members 
Entering Unmasked Estep 
Score: -17914038.000000 Penalty: 5700.517090
	Iteration 77Q: 3 clusters Score -1.791404e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51812 members 
Mstep: Class 2 contains 46213 members 
Entering Unmasked Estep 
Score: -17913976.000000 Penalty: 5700.517090
	Iteration 78Q: 3 clusters Score -1.791398e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51938 members 
Mstep: Class 2 contains 46087 members 
Entering Unmasked Estep 
Score: -17913992.000000 Penalty: 5700.517090
	Iteration 79Q: 3 clusters Score -1.791399e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52060 members 
Mstep: Class 2 contains 45965 members 
Entering Unmasked Estep 
Score: -17913966.000000 Penalty: 5700.517090
	Iteration 80F: 3 clusters Score -1.791397e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -17913990.000000 Penalty: 5700.517090
	Iteration 81Q: 3 clusters Score -1.791399e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52331 members 
Mstep: Class 2 contains 45694 members 
Entering Unmasked Estep 
Score: -17914026.000000 Penalty: 5700.517090
	Iteration 82Q: 3 clusters Score -1.791403e+07 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52518 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -17913942.000000 Penalty: 5700.517090
	Iteration 83Q: 3 clusters Score -1.791394e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52705 members 
Mstep: Class 2 contains 45320 members 
Entering Unmasked Estep 
Score: -17913942.000000 Penalty: 5700.517090
	Iteration 84Q: 3 clusters Score -1.791394e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52859 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -17913964.000000 Penalty: 5700.517090
	Iteration 85Q: 3 clusters Score -1.791396e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52943 members 
Mstep: Class 2 contains 45082 members 
Entering Unmasked Estep 
Score: -17913964.000000 Penalty: 5700.517090
	Iteration 86Q: 3 clusters Score -1.791396e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 45031 members 
Entering Unmasked Estep 
Score: -17914002.000000 Penalty: 5700.517090
	Iteration 87Q: 3 clusters Score -1.7914e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53025 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -17914032.000000 Penalty: 5700.517090
	Iteration 88Q: 3 clusters Score -1.791403e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 45003 members 
Entering Unmasked Estep 
Score: -17914030.000000 Penalty: 5700.517090
	Iteration 89Q: 3 clusters Score -1.791403e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53035 members 
Mstep: Class 2 contains 44990 members 
Entering Unmasked Estep 
Score: -17914076.000000 Penalty: 5700.517090
	Iteration 90Q: 3 clusters Score -1.791408e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53051 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -17914138.000000 Penalty: 5700.517090
	Iteration 91Q: 3 clusters Score -1.791414e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53087 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -17914152.000000 Penalty: 5700.517090
	Iteration 92Q: 3 clusters Score -1.791415e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53105 members 
Mstep: Class 2 contains 44920 members 
Entering Unmasked Estep 
Score: -17914178.000000 Penalty: 5700.517090
	Iteration 93Q: 3 clusters Score -1.791418e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53141 members 
Mstep: Class 2 contains 44884 members 
Entering Unmasked Estep 
Score: -17914144.000000 Penalty: 5700.517090
	Iteration 94Q: 3 clusters Score -1.791414e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53166 members 
Mstep: Class 2 contains 44859 members 
Entering Unmasked Estep 
Score: -17914170.000000 Penalty: 5700.517090
	Iteration 95Q: 3 clusters Score -1.791417e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53202 members 
Mstep: Class 2 contains 44823 members 
Entering Unmasked Estep 
Score: -17914176.000000 Penalty: 5700.517090
	Iteration 96Q: 3 clusters Score -1.791418e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53236 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -17914194.000000 Penalty: 5700.517090
	Iteration 97Q: 3 clusters Score -1.791419e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53286 members 
Mstep: Class 2 contains 44739 members 
Entering Unmasked Estep 
Score: -17914190.000000 Penalty: 5700.517090
	Iteration 98Q: 3 clusters Score -1.791419e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53322 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -17914202.000000 Penalty: 5700.517090
	Iteration 99Q: 3 clusters Score -1.79142e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 44635 members 
Entering Unmasked Estep 
Score: -17914214.000000 Penalty: 5700.517090
	Iteration 100F: 3 clusters Score -1.791421e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53415 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -17914168.000000 Penalty: 5700.517090
	Iteration 101Q: 3 clusters Score -1.791417e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -17914158.000000 Penalty: 5700.517090
	Iteration 102Q: 3 clusters Score -1.791416e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -17914200.000000 Penalty: 5700.517090
	Iteration 103Q: 3 clusters Score -1.79142e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53478 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -17914186.000000 Penalty: 5700.517090
	Iteration 104Q: 3 clusters Score -1.791419e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53485 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -17914190.000000 Penalty: 5700.517090
	Iteration 105Q: 3 clusters Score -1.791419e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53500 members 
Mstep: Class 2 contains 44525 members 
Entering Unmasked Estep 
Score: -17914180.000000 Penalty: 5700.517090
	Iteration 106Q: 3 clusters Score -1.791418e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -17914196.000000 Penalty: 5700.517090
	Iteration 107Q: 3 clusters Score -1.79142e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53536 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -17914174.000000 Penalty: 5700.517090
	Iteration 108Q: 3 clusters Score -1.791417e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53553 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -17914176.000000 Penalty: 5700.517090
	Iteration 109Q: 3 clusters Score -1.791418e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53551 members 
Mstep: Class 2 contains 44474 members 
Entering Unmasked Estep 
Score: -17914154.000000 Penalty: 5700.517090
	Iteration 110Q: 3 clusters Score -1.791415e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -17914186.000000 Penalty: 5700.517090
	Iteration 111Q: 3 clusters Score -1.791419e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53574 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -17914184.000000 Penalty: 5700.517090
	Iteration 112Q: 3 clusters Score -1.791418e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53583 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -17914182.000000 Penalty: 5700.517090
	Iteration 113Q: 3 clusters Score -1.791418e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53597 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -17914180.000000 Penalty: 5700.517090
	Iteration 114Q: 3 clusters Score -1.791418e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53614 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -17914196.000000 Penalty: 5700.517090
	Iteration 115Q: 3 clusters Score -1.79142e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53616 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -17914214.000000 Penalty: 5700.517090
	Iteration 116Q: 3 clusters Score -1.791421e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -17914206.000000 Penalty: 5700.517090
	Iteration 117Q: 3 clusters Score -1.791421e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -17914212.000000 Penalty: 5700.517090
	Iteration 118Q: 3 clusters Score -1.791421e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53636 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -17914242.000000 Penalty: 5700.517090
	Iteration 119Q: 3 clusters Score -1.791424e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53666 members 
Mstep: Class 2 contains 44359 members 
Entering Unmasked Estep 
Score: -17914256.000000 Penalty: 5700.517090
	Iteration 120F: 3 clusters Score -1.791426e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -17914260.000000 Penalty: 5700.517090
	Iteration 121Q: 3 clusters Score -1.791426e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53677 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -17914260.000000 Penalty: 5700.517090
	Iteration 122Q: 3 clusters Score -1.791426e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53687 members 
Mstep: Class 2 contains 44338 members 
Entering Unmasked Estep 
Score: -17914240.000000 Penalty: 5700.517090
	Iteration 123Q: 3 clusters Score -1.791424e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -17914248.000000 Penalty: 5700.517090
	Iteration 124Q: 3 clusters Score -1.791425e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53696 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -17914246.000000 Penalty: 5700.517090
	Iteration 125Q: 3 clusters Score -1.791425e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53671 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -17914234.000000 Penalty: 5700.517090
	Iteration 126Q: 3 clusters Score -1.791423e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53642 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -17914252.000000 Penalty: 5700.517090
	Iteration 127Q: 3 clusters Score -1.791425e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -17914262.000000 Penalty: 5700.517090
	Iteration 128Q: 3 clusters Score -1.791426e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53592 members 
Mstep: Class 2 contains 44433 members 
Entering Unmasked Estep 
Score: -17914300.000000 Penalty: 5700.517090
	Iteration 129Q: 3 clusters Score -1.79143e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53559 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -17914302.000000 Penalty: 5700.517090
	Iteration 130Q: 3 clusters Score -1.79143e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53561 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -17914338.000000 Penalty: 5700.517090
	Iteration 131Q: 3 clusters Score -1.791434e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53578 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -17914316.000000 Penalty: 5700.517090
	Iteration 132Q: 3 clusters Score -1.791432e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53599 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -17914294.000000 Penalty: 5700.517090
	Iteration 133Q: 3 clusters Score -1.791429e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53603 members 
Mstep: Class 2 contains 44422 members 
Entering Unmasked Estep 
Score: -17914274.000000 Penalty: 5700.517090
	Iteration 134Q: 3 clusters Score -1.791427e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -17914274.000000 Penalty: 5700.517090
	Iteration 135Q: 3 clusters Score -1.791427e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -17914254.000000 Penalty: 5700.517090
	Iteration 136Q: 3 clusters Score -1.791425e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -17914234.000000 Penalty: 5700.517090
	Iteration 137Q: 3 clusters Score -1.791423e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -17914256.000000 Penalty: 5700.517090
	Iteration 138Q: 3 clusters Score -1.791426e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53621 members 
Mstep: Class 2 contains 44404 members 
Entering Unmasked Estep 
Score: -17914244.000000 Penalty: 5700.517090
	Iteration 139Q: 3 clusters Score -1.791424e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 44431 members 
Entering Unmasked Estep 
Score: -17914244.000000 Penalty: 5700.517090
	Iteration 140F: 3 clusters Score -1.791424e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53591 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -17914252.000000 Penalty: 5700.517090
	Iteration 141Q: 3 clusters Score -1.791425e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53571 members 
Mstep: Class 2 contains 44454 members 
Entering Unmasked Estep 
Score: -17914284.000000 Penalty: 5700.517090
	Iteration 142Q: 3 clusters Score -1.791428e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53544 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -17914278.000000 Penalty: 5700.517090
	Iteration 143Q: 3 clusters Score -1.791428e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53516 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -17914310.000000 Penalty: 5700.517090
	Iteration 144Q: 3 clusters Score -1.791431e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 44528 members 
Entering Unmasked Estep 
Score: -17914300.000000 Penalty: 5700.517090
	Iteration 145Q: 3 clusters Score -1.79143e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53488 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -17914288.000000 Penalty: 5700.517090
	Iteration 146Q: 3 clusters Score -1.791429e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -17914292.000000 Penalty: 5700.517090
	Iteration 147Q: 3 clusters Score -1.791429e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -17914324.000000 Penalty: 5700.517090
	Iteration 148Q: 3 clusters Score -1.791432e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -17914346.000000 Penalty: 5700.517090
	Iteration 149Q: 3 clusters Score -1.791435e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -17914346.000000 Penalty: 5700.517090
	Iteration 150Q: 3 clusters Score -1.791435e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53425 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -17914340.000000 Penalty: 5700.517090
	Iteration 151Q: 3 clusters Score -1.791434e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 44597 members 
Entering Unmasked Estep 
Score: -17914372.000000 Penalty: 5700.517090
	Iteration 152Q: 3 clusters Score -1.791437e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -17914384.000000 Penalty: 5700.517090
	Iteration 153Q: 3 clusters Score -1.791438e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53419 members 
Mstep: Class 2 contains 44606 members 
Entering Unmasked Estep 
Score: -17914398.000000 Penalty: 5700.517090
	Iteration 154Q: 3 clusters Score -1.79144e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 44599 members 
Entering Unmasked Estep 
Score: -17914428.000000 Penalty: 5700.517090
	Iteration 155Q: 3 clusters Score -1.791443e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53420 members 
Mstep: Class 2 contains 44605 members 
Entering Unmasked Estep 
Score: -17914416.000000 Penalty: 5700.517090
	Iteration 156Q: 3 clusters Score -1.791442e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53432 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -17914402.000000 Penalty: 5700.517090
	Iteration 157Q: 3 clusters Score -1.79144e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -17914448.000000 Penalty: 5700.517090
	Iteration 158Q: 3 clusters Score -1.791445e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -17914444.000000 Penalty: 5700.517090
	Iteration 159Q: 3 clusters Score -1.791444e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -17914444.000000 Penalty: 5700.517090
	Iteration 160F: 3 clusters Score -1.791444e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53394 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -17914416.000000 Penalty: 5700.517090
	Iteration 161Q: 3 clusters Score -1.791442e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53384 members 
Mstep: Class 2 contains 44641 members 
Entering Unmasked Estep 
Score: -17914390.000000 Penalty: 5700.517090
	Iteration 162Q: 3 clusters Score -1.791439e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -17914422.000000 Penalty: 5700.517090
	Iteration 163Q: 3 clusters Score -1.791442e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -17914418.000000 Penalty: 5700.517090
	Iteration 164Q: 3 clusters Score -1.791442e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53345 members 
Mstep: Class 2 contains 44680 members 
Entering Unmasked Estep 
Score: -17914436.000000 Penalty: 5700.517090
	Iteration 165Q: 3 clusters Score -1.791444e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53340 members 
Mstep: Class 2 contains 44685 members 
Entering Unmasked Estep 
Score: -17914466.000000 Penalty: 5700.517090
	Iteration 166Q: 3 clusters Score -1.791447e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53348 members 
Mstep: Class 2 contains 44677 members 
Entering Unmasked Estep 
Score: -17914448.000000 Penalty: 5700.517090
	Iteration 167Q: 3 clusters Score -1.791445e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53353 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -17914454.000000 Penalty: 5700.517090
	Iteration 168Q: 3 clusters Score -1.791445e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -17914436.000000 Penalty: 5700.517090
	Iteration 169Q: 3 clusters Score -1.791444e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53363 members 
Mstep: Class 2 contains 44662 members 
Entering Unmasked Estep 
Score: -17914460.000000 Penalty: 5700.517090
	Iteration 170Q: 3 clusters Score -1.791446e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53372 members 
Mstep: Class 2 contains 44653 members 
Entering Unmasked Estep 
Score: -17914476.000000 Penalty: 5700.517090
	Iteration 171Q: 3 clusters Score -1.791448e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53380 members 
Mstep: Class 2 contains 44645 members 
Entering Unmasked Estep 
Score: -17914474.000000 Penalty: 5700.517090
	Iteration 172Q: 3 clusters Score -1.791447e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53399 members 
Mstep: Class 2 contains 44626 members 
Entering Unmasked Estep 
Score: -17914472.000000 Penalty: 5700.517090
	Iteration 173Q: 3 clusters Score -1.791447e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53409 members 
Mstep: Class 2 contains 44616 members 
Entering Unmasked Estep 
Score: -17914460.000000 Penalty: 5700.517090
	Iteration 174Q: 3 clusters Score -1.791446e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -17914474.000000 Penalty: 5700.517090
	Iteration 175Q: 3 clusters Score -1.791447e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53424 members 
Mstep: Class 2 contains 44601 members 
Entering Unmasked Estep 
Score: -17914470.000000 Penalty: 5700.517090
	Iteration 176Q: 3 clusters Score -1.791447e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53431 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -17914470.000000 Penalty: 5700.517090
	Iteration 177Q: 3 clusters Score -1.791447e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53444 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -17914462.000000 Penalty: 5700.517090
	Iteration 178Q: 3 clusters Score -1.791446e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -17914464.000000 Penalty: 5700.517090
	Iteration 179Q: 3 clusters Score -1.791446e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53463 members 
Mstep: Class 2 contains 44562 members 
Entering Unmasked Estep 
Score: -17914472.000000 Penalty: 5700.517090
	Iteration 180F: 3 clusters Score -1.791447e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -17914450.000000 Penalty: 5700.517090
	Iteration 181Q: 3 clusters Score -1.791445e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53490 members 
Mstep: Class 2 contains 44535 members 
Entering Unmasked Estep 
Score: -17914452.000000 Penalty: 5700.517090
	Iteration 182Q: 3 clusters Score -1.791445e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -17914466.000000 Penalty: 5700.517090
	Iteration 183Q: 3 clusters Score -1.791447e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53525 members 
Mstep: Class 2 contains 44500 members 
Entering Unmasked Estep 
Score: -17914454.000000 Penalty: 5700.517090
	Iteration 184Q: 3 clusters Score -1.791445e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -17914456.000000 Penalty: 5700.517090
	Iteration 185Q: 3 clusters Score -1.791446e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53575 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -17914458.000000 Penalty: 5700.517090
	Iteration 186Q: 3 clusters Score -1.791446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53585 members 
Mstep: Class 2 contains 44440 members 
Entering Unmasked Estep 
Score: -17914454.000000 Penalty: 5700.517090
	Iteration 187Q: 3 clusters Score -1.791445e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53606 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -17914456.000000 Penalty: 5700.517090
	Iteration 188Q: 3 clusters Score -1.791446e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53617 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -17914446.000000 Penalty: 5700.517090
	Iteration 189Q: 3 clusters Score -1.791445e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53618 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -17914462.000000 Penalty: 5700.517090
	Iteration 190Q: 3 clusters Score -1.791446e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -17914464.000000 Penalty: 5700.517090
	Iteration 191Q: 3 clusters Score -1.791446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53623 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -17914456.000000 Penalty: 5700.517090
	Iteration 192Q: 3 clusters Score -1.791446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53628 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -17914456.000000 Penalty: 5700.517090
	Iteration 193Q: 3 clusters Score -1.791446e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53627 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -17914466.000000 Penalty: 5700.517090
	Iteration 194Q: 3 clusters Score -1.791447e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -17914456.000000 Penalty: 5700.517090
	Iteration 195Q: 3 clusters Score -1.791446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -17914460.000000 Penalty: 5700.517090
	Iteration 196Q: 3 clusters Score -1.791446e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -17914472.000000 Penalty: 5700.517090
	Iteration 197Q: 3 clusters Score -1.791447e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53639 members 
Mstep: Class 2 contains 44386 members 
Entering Unmasked Estep 
Score: -17914470.000000 Penalty: 5700.517090
	Iteration 198Q: 3 clusters Score -1.791447e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53637 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -17914452.000000 Penalty: 5700.517090
	Iteration 199Q: 3 clusters Score -1.791445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -17914456.000000 Penalty: 5700.517090
	Iteration 200F: 3 clusters Score -1.791446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -17914460.000000 Penalty: 5700.517090
	Iteration 201Q: 3 clusters Score -1.791446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -17914456.000000 Penalty: 5700.517090
	Iteration 202Q: 3 clusters Score -1.791446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53633 members 
Mstep: Class 2 contains 44392 members 
Entering Unmasked Estep 
Score: -17914458.000000 Penalty: 5700.517090
	Iteration 203Q: 3 clusters Score -1.791446e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -17914472.000000 Penalty: 5700.517090
	Iteration 204Q: 3 clusters Score -1.791447e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -17914468.000000 Penalty: 5700.517090
	Iteration 205Q: 3 clusters Score -1.791447e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53631 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -17914460.000000 Penalty: 5700.517090
	Iteration 206Q: 3 clusters Score -1.791446e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -17914454.000000 Penalty: 5700.517090
	Iteration 207Q: 3 clusters Score -1.791445e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -17914440.000000 Penalty: 5700.517090
	Iteration 208Q: 3 clusters Score -1.791444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -17914452.000000 Penalty: 5700.517090
	Iteration 209Q: 3 clusters Score -1.791445e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -17914444.000000 Penalty: 5700.517090
	Iteration 210Q: 3 clusters Score -1.791444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -17914436.000000 Penalty: 5700.517090
	Iteration 211Q: 3 clusters Score -1.791444e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53626 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -17914444.000000 Penalty: 5700.517090
	Iteration 212Q: 3 clusters Score -1.791444e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -17914450.000000 Penalty: 5700.517090
	Iteration 213Q: 3 clusters Score -1.791445e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -17914442.000000 Penalty: 5700.517090
	Iteration 214Q: 3 clusters Score -1.791444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53629 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -17914444.000000 Penalty: 5700.517090
	Iteration 215Q: 3 clusters Score -1.791444e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 44393 members 
Entering Unmasked Estep 
Score: -17914444.000000 Penalty: 5700.517090
	Iteration 216Q: 3 clusters Score -1.791444e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -17914454.000000 Penalty: 5700.517090
	Iteration 217Q: 3 clusters Score -1.791445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53634 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -17914454.000000 Penalty: 5700.517090
	Iteration 218F: 3 clusters Score -1.791445e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 53634 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 92646 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 30012 members 
Mstep: Class 28 contains 44831 members 
Mstep: Class 29 contains 40092 members 
Mstep: Class 30 contains 42351 members 
Mstep: Class 31 contains 44391 members 
Entering Unmasked Estep 
Score: -207681264.000000 Penalty: 107059.031250
Splitting cluster 12 changes total score from -207412480.000000 to -207681264.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (76175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76175 members 
Entering Unmasked Estep 
Score: -14333953.000000 Penalty: 2787.715576
	Iteration 0F: 2 clusters Score -1.433395e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 38003 members 
Entering Unmasked Estep 
Score: -14298728.000000 Penalty: 5575.431152
	Iteration 0F: 3 clusters Score -1.429873e+07 nChanged 35763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 37366 members 
Entering Unmasked Estep 
Score: -14318758.000000 Penalty: 5575.431152
	Iteration 1F: 3 clusters Score -1.431876e+07 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 36942 members 
Entering Unmasked Estep 
Score: -14319432.000000 Penalty: 5575.431152
	Iteration 2Q: 3 clusters Score -1.431943e+07 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 36378 members 
Entering Unmasked Estep 
Score: -14320220.000000 Penalty: 5575.431152
	Iteration 3Q: 3 clusters Score -1.432022e+07 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 35600 members 
Entering Unmasked Estep 
Score: -14321193.000000 Penalty: 5575.431152
	Iteration 4Q: 3 clusters Score -1.432119e+07 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Mstep: Class 2 contains 34442 members 
Entering Unmasked Estep 
Score: -14322471.000000 Penalty: 5575.431152
	Iteration 5Q: 3 clusters Score -1.432247e+07 nChanged 3653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43412 members 
Mstep: Class 2 contains 32763 members 
Entering Unmasked Estep 
Score: -14324162.000000 Penalty: 5575.431152
	Iteration 6Q: 3 clusters Score -1.432416e+07 nChanged 4185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45557 members 
Mstep: Class 2 contains 30618 members 
Entering Unmasked Estep 
Score: -14326398.000000 Penalty: 5575.431152
	Iteration 7F: 3 clusters Score -1.43264e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -14328998.000000 Penalty: 5575.431152
	Iteration 8F: 3 clusters Score -1.4329e+07 nChanged 4538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50514 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -14331851.000000 Penalty: 5575.431152
	Iteration 9F: 3 clusters Score -1.433185e+07 nChanged 4134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 23647 members 
Entering Unmasked Estep 
Score: -14334472.000000 Penalty: 5575.431152
	Iteration 10F: 3 clusters Score -1.433447e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53962 members 
Mstep: Class 2 contains 22213 members 
Entering Unmasked Estep 
Score: -14336262.000000 Penalty: 5575.431152
	Iteration 11Q: 3 clusters Score -1.433626e+07 nChanged 2659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -14337345.000000 Penalty: 5575.431152
	Iteration 12Q: 3 clusters Score -1.433734e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55637 members 
Mstep: Class 2 contains 20538 members 
Entering Unmasked Estep 
Score: -14337642.000000 Penalty: 5575.431152
	Iteration 13Q: 3 clusters Score -1.433764e+07 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56307 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -14337782.000000 Penalty: 5575.431152
	Iteration 14Q: 3 clusters Score -1.433778e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56912 members 
Mstep: Class 2 contains 19263 members 
Entering Unmasked Estep 
Score: -14337927.000000 Penalty: 5575.431152
	Iteration 15Q: 3 clusters Score -1.433793e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57511 members 
Mstep: Class 2 contains 18664 members 
Entering Unmasked Estep 
Score: -14337876.000000 Penalty: 5575.431152
	Iteration 16Q: 3 clusters Score -1.433788e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58119 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -14337823.000000 Penalty: 5575.431152
	Iteration 17Q: 3 clusters Score -1.433782e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58675 members 
Mstep: Class 2 contains 17500 members 
Entering Unmasked Estep 
Score: -14337808.000000 Penalty: 5575.431152
	Iteration 18Q: 3 clusters Score -1.433781e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Mstep: Class 2 contains 16957 members 
Entering Unmasked Estep 
Score: -14337765.000000 Penalty: 5575.431152
	Iteration 19Q: 3 clusters Score -1.433776e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59762 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -14337535.000000 Penalty: 5575.431152
	Iteration 20F: 3 clusters Score -1.433754e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60282 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -14337432.000000 Penalty: 5575.431152
	Iteration 21Q: 3 clusters Score -1.433743e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60801 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -14337407.000000 Penalty: 5575.431152
	Iteration 22Q: 3 clusters Score -1.433741e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61321 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -14337236.000000 Penalty: 5575.431152
	Iteration 23Q: 3 clusters Score -1.433724e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61844 members 
Mstep: Class 2 contains 14331 members 
Entering Unmasked Estep 
Score: -14337087.000000 Penalty: 5575.431152
	Iteration 24Q: 3 clusters Score -1.433709e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62366 members 
Mstep: Class 2 contains 13809 members 
Entering Unmasked Estep 
Score: -14336991.000000 Penalty: 5575.431152
	Iteration 25Q: 3 clusters Score -1.433699e+07 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62890 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -14336789.000000 Penalty: 5575.431152
	Iteration 26Q: 3 clusters Score -1.433679e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63379 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -14336612.000000 Penalty: 5575.431152
	Iteration 27Q: 3 clusters Score -1.433661e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63855 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -14336413.000000 Penalty: 5575.431152
	Iteration 28Q: 3 clusters Score -1.433641e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64337 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -14336335.000000 Penalty: 5575.431152
	Iteration 29Q: 3 clusters Score -1.433634e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64849 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -14336149.000000 Penalty: 5575.431152
	Iteration 30Q: 3 clusters Score -1.433615e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65352 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -14335933.000000 Penalty: 5575.431152
	Iteration 31Q: 3 clusters Score -1.433593e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65846 members 
Mstep: Class 2 contains 10329 members 
Entering Unmasked Estep 
Score: -14335772.000000 Penalty: 5575.431152
	Iteration 32Q: 3 clusters Score -1.433577e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66316 members 
Mstep: Class 2 contains 9859 members 
Entering Unmasked Estep 
Score: -14335580.000000 Penalty: 5575.431152
	Iteration 33Q: 3 clusters Score -1.433558e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 9363 members 
Entering Unmasked Estep 
Score: -14335352.000000 Penalty: 5575.431152
	Iteration 34Q: 3 clusters Score -1.433535e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67321 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -14335071.000000 Penalty: 5575.431152
	Iteration 35Q: 3 clusters Score -1.433507e+07 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -14334890.000000 Penalty: 5575.431152
	Iteration 36Q: 3 clusters Score -1.433489e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68261 members 
Mstep: Class 2 contains 7914 members 
Entering Unmasked Estep 
Score: -14334706.000000 Penalty: 5575.431152
	Iteration 37Q: 3 clusters Score -1.433471e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68701 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -14334466.000000 Penalty: 5575.431152
	Iteration 38Q: 3 clusters Score -1.433447e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69168 members 
Mstep: Class 2 contains 7007 members 
Entering Unmasked Estep 
Score: -14334299.000000 Penalty: 5575.431152
	Iteration 39Q: 3 clusters Score -1.43343e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69628 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
Score: -14334116.000000 Penalty: 5575.431152
	Iteration 40F: 3 clusters Score -1.433412e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70048 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -14333813.000000 Penalty: 5575.431152
	Iteration 41Q: 3 clusters Score -1.433381e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70438 members 
Mstep: Class 2 contains 5737 members 
Entering Unmasked Estep 
Score: -14333689.000000 Penalty: 5575.431152
	Iteration 42Q: 3 clusters Score -1.433369e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70821 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -14333552.000000 Penalty: 5575.431152
	Iteration 43Q: 3 clusters Score -1.433355e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71228 members 
Mstep: Class 2 contains 4947 members 
Entering Unmasked Estep 
Score: -14333412.000000 Penalty: 5575.431152
	Iteration 44Q: 3 clusters Score -1.433341e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71631 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -14333236.000000 Penalty: 5575.431152
	Iteration 45Q: 3 clusters Score -1.433324e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72037 members 
Mstep: Class 2 contains 4138 members 
Entering Unmasked Estep 
Score: -14333095.000000 Penalty: 5575.431152
	Iteration 46Q: 3 clusters Score -1.43331e+07 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72405 members 
Mstep: Class 2 contains 3770 members 
Entering Unmasked Estep 
Score: -14332969.000000 Penalty: 5575.431152
	Iteration 47Q: 3 clusters Score -1.433297e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72733 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -14332910.000000 Penalty: 5575.431152
	Iteration 48Q: 3 clusters Score -1.433291e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72995 members 
Mstep: Class 2 contains 3180 members 
Entering Unmasked Estep 
Score: -14332817.000000 Penalty: 5575.431152
	Iteration 49Q: 3 clusters Score -1.433282e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73215 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -14332705.000000 Penalty: 5575.431152
	Iteration 50Q: 3 clusters Score -1.43327e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73436 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -14332678.000000 Penalty: 5575.431152
	Iteration 51Q: 3 clusters Score -1.433268e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73621 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -14332610.000000 Penalty: 5575.431152
	Iteration 52Q: 3 clusters Score -1.433261e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73787 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -14332561.000000 Penalty: 5575.431152
	Iteration 53Q: 3 clusters Score -1.433256e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73937 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -14332536.000000 Penalty: 5575.431152
	Iteration 54Q: 3 clusters Score -1.433254e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74078 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -14332569.000000 Penalty: 5575.431152
	Iteration 55Q: 3 clusters Score -1.433257e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74214 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -14332533.000000 Penalty: 5575.431152
	Iteration 56Q: 3 clusters Score -1.433253e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74324 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -14332478.000000 Penalty: 5575.431152
	Iteration 57Q: 3 clusters Score -1.433248e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74425 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -14332479.000000 Penalty: 5575.431152
	Iteration 58Q: 3 clusters Score -1.433248e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74513 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -14332505.000000 Penalty: 5575.431152
	Iteration 59Q: 3 clusters Score -1.43325e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74601 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -14332514.000000 Penalty: 5575.431152
	Iteration 60F: 3 clusters Score -1.433251e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74672 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -14332487.000000 Penalty: 5575.431152
	Iteration 61Q: 3 clusters Score -1.433249e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74729 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -14332483.000000 Penalty: 5575.431152
	Iteration 62Q: 3 clusters Score -1.433248e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74777 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -14332454.000000 Penalty: 5575.431152
	Iteration 63Q: 3 clusters Score -1.433245e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74816 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -14332430.000000 Penalty: 5575.431152
	Iteration 64Q: 3 clusters Score -1.433243e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74868 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -14332432.000000 Penalty: 5575.431152
	Iteration 65Q: 3 clusters Score -1.433243e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74906 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -14332412.000000 Penalty: 5575.431152
	Iteration 66Q: 3 clusters Score -1.433241e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74941 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -14332426.000000 Penalty: 5575.431152
	Iteration 67Q: 3 clusters Score -1.433243e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74973 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -14332367.000000 Penalty: 5575.431152
	Iteration 68Q: 3 clusters Score -1.433237e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74999 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -14332371.000000 Penalty: 5575.431152
	Iteration 69Q: 3 clusters Score -1.433237e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75021 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -14332376.000000 Penalty: 5575.431152
	Iteration 70Q: 3 clusters Score -1.433238e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75044 members 
Mstep: Class 2 contains 1131 members 
Entering Unmasked Estep 
Score: -14332365.000000 Penalty: 5575.431152
	Iteration 71Q: 3 clusters Score -1.433236e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75058 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -14332365.000000 Penalty: 5575.431152
	Iteration 72Q: 3 clusters Score -1.433236e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75071 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -14332356.000000 Penalty: 5575.431152
	Iteration 73Q: 3 clusters Score -1.433236e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75080 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -14332384.000000 Penalty: 5575.431152
	Iteration 74Q: 3 clusters Score -1.433238e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75091 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -14332370.000000 Penalty: 5575.431152
	Iteration 75Q: 3 clusters Score -1.433237e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75097 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -14332378.000000 Penalty: 5575.431152
	Iteration 76Q: 3 clusters Score -1.433238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75105 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -14332378.000000 Penalty: 5575.431152
	Iteration 77Q: 3 clusters Score -1.433238e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75114 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -14332379.000000 Penalty: 5575.431152
	Iteration 78Q: 3 clusters Score -1.433238e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75118 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -14332385.000000 Penalty: 5575.431152
	Iteration 79Q: 3 clusters Score -1.433238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75121 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -14332375.000000 Penalty: 5575.431152
	Iteration 80F: 3 clusters Score -1.433238e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75126 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -14332365.000000 Penalty: 5575.431152
	Iteration 81Q: 3 clusters Score -1.433236e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75128 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -14332368.000000 Penalty: 5575.431152
	Iteration 82Q: 3 clusters Score -1.433237e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75133 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -14332378.000000 Penalty: 5575.431152
	Iteration 83Q: 3 clusters Score -1.433238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75135 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -14332371.000000 Penalty: 5575.431152
	Iteration 84Q: 3 clusters Score -1.433237e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75137 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -14332375.000000 Penalty: 5575.431152
	Iteration 85Q: 3 clusters Score -1.433238e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75140 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -14332375.000000 Penalty: 5575.431152
	Iteration 86Q: 3 clusters Score -1.433238e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75142 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -14332373.000000 Penalty: 5575.431152
	Iteration 87Q: 3 clusters Score -1.433237e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -14332365.000000 Penalty: 5575.431152
	Iteration 88Q: 3 clusters Score -1.433236e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75143 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -14332365.000000 Penalty: 5575.431152
	Iteration 89F: 3 clusters Score -1.433236e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (92646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92646 members 
Entering Unmasked Estep 
Score: -16673589.000000 Penalty: 2836.261963
	Iteration 0F: 2 clusters Score -1.667359e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46241 members 
Mstep: Class 2 contains 46405 members 
Entering Unmasked Estep 
Score: -16634955.000000 Penalty: 5672.523926
	Iteration 0F: 3 clusters Score -1.663496e+07 nChanged 43671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 47088 members 
Entering Unmasked Estep 
Score: -16660373.000000 Penalty: 5672.523926
	Iteration 1F: 3 clusters Score -1.666037e+07 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 47465 members 
Entering Unmasked Estep 
Score: -16661357.000000 Penalty: 5672.523926
	Iteration 2Q: 3 clusters Score -1.666136e+07 nChanged 3471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 48018 members 
Entering Unmasked Estep 
Score: -16662504.000000 Penalty: 5672.523926
	Iteration 3Q: 3 clusters Score -1.66625e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43824 members 
Mstep: Class 2 contains 48822 members 
Entering Unmasked Estep 
Score: -16663772.000000 Penalty: 5672.523926
	Iteration 4Q: 3 clusters Score -1.666377e+07 nChanged 4259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42641 members 
Mstep: Class 2 contains 50005 members 
Entering Unmasked Estep 
Score: -16665476.000000 Penalty: 5672.523926
	Iteration 5Q: 3 clusters Score -1.666548e+07 nChanged 4632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41123 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -16667476.000000 Penalty: 5672.523926
	Iteration 6Q: 3 clusters Score -1.666748e+07 nChanged 5080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39367 members 
Mstep: Class 2 contains 53279 members 
Entering Unmasked Estep 
Score: -16669956.000000 Penalty: 5672.523926
	Iteration 7F: 3 clusters Score -1.666996e+07 nChanged 5252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -16672380.000000 Penalty: 5672.523926
	Iteration 8F: 3 clusters Score -1.667238e+07 nChanged 5025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36232 members 
Mstep: Class 2 contains 56414 members 
Entering Unmasked Estep 
Score: -16674517.000000 Penalty: 5672.523926
	Iteration 9F: 3 clusters Score -1.667452e+07 nChanged 4479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35741 members 
Mstep: Class 2 contains 56905 members 
Entering Unmasked Estep 
Score: -16676510.000000 Penalty: 5672.523926
	Iteration 10Q: 3 clusters Score -1.667651e+07 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35791 members 
Mstep: Class 2 contains 56855 members 
Entering Unmasked Estep 
Score: -16677927.000000 Penalty: 5672.523926
	Iteration 11Q: 3 clusters Score -1.667793e+07 nChanged 2996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36277 members 
Mstep: Class 2 contains 56369 members 
Entering Unmasked Estep 
Score: -16678896.000000 Penalty: 5672.523926
	Iteration 12Q: 3 clusters Score -1.66789e+07 nChanged 2255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -16679443.000000 Penalty: 5672.523926
	Iteration 13Q: 3 clusters Score -1.667944e+07 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 55244 members 
Entering Unmasked Estep 
Score: -16679627.000000 Penalty: 5672.523926
	Iteration 14Q: 3 clusters Score -1.667963e+07 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37880 members 
Mstep: Class 2 contains 54766 members 
Entering Unmasked Estep 
Score: -16679777.000000 Penalty: 5672.523926
	Iteration 15Q: 3 clusters Score -1.667978e+07 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38358 members 
Mstep: Class 2 contains 54288 members 
Entering Unmasked Estep 
Score: -16679842.000000 Penalty: 5672.523926
	Iteration 16Q: 3 clusters Score -1.667984e+07 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38908 members 
Mstep: Class 2 contains 53738 members 
Entering Unmasked Estep 
Score: -16679866.000000 Penalty: 5672.523926
	Iteration 17Q: 3 clusters Score -1.667987e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39459 members 
Mstep: Class 2 contains 53187 members 
Entering Unmasked Estep 
Score: -16679929.000000 Penalty: 5672.523926
	Iteration 18Q: 3 clusters Score -1.667993e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40034 members 
Mstep: Class 2 contains 52612 members 
Entering Unmasked Estep 
Score: -16680014.000000 Penalty: 5672.523926
	Iteration 19Q: 3 clusters Score -1.668001e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40633 members 
Mstep: Class 2 contains 52013 members 
Entering Unmasked Estep 
Score: -16680057.000000 Penalty: 5672.523926
	Iteration 20F: 3 clusters Score -1.668006e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 51370 members 
Entering Unmasked Estep 
Score: -16680133.000000 Penalty: 5672.523926
	Iteration 21Q: 3 clusters Score -1.668013e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 50605 members 
Entering Unmasked Estep 
Score: -16680255.000000 Penalty: 5672.523926
	Iteration 22Q: 3 clusters Score -1.668026e+07 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42922 members 
Mstep: Class 2 contains 49724 members 
Entering Unmasked Estep 
Score: -16680479.000000 Penalty: 5672.523926
	Iteration 23Q: 3 clusters Score -1.668048e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43853 members 
Mstep: Class 2 contains 48793 members 
Entering Unmasked Estep 
Score: -16680580.000000 Penalty: 5672.523926
	Iteration 24Q: 3 clusters Score -1.668058e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 47799 members 
Entering Unmasked Estep 
Score: -16680662.000000 Penalty: 5672.523926
	Iteration 25Q: 3 clusters Score -1.668066e+07 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45945 members 
Mstep: Class 2 contains 46701 members 
Entering Unmasked Estep 
Score: -16680788.000000 Penalty: 5672.523926
	Iteration 26Q: 3 clusters Score -1.668079e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47091 members 
Mstep: Class 2 contains 45555 members 
Entering Unmasked Estep 
Score: -16680885.000000 Penalty: 5672.523926
	Iteration 27Q: 3 clusters Score -1.668088e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48281 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -16680957.000000 Penalty: 5672.523926
	Iteration 28Q: 3 clusters Score -1.668096e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49432 members 
Mstep: Class 2 contains 43214 members 
Entering Unmasked Estep 
Score: -16681015.000000 Penalty: 5672.523926
	Iteration 29Q: 3 clusters Score -1.668102e+07 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50621 members 
Mstep: Class 2 contains 42025 members 
Entering Unmasked Estep 
Score: -16681144.000000 Penalty: 5672.523926
	Iteration 30Q: 3 clusters Score -1.668114e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51861 members 
Mstep: Class 2 contains 40785 members 
Entering Unmasked Estep 
Score: -16681315.000000 Penalty: 5672.523926
	Iteration 31Q: 3 clusters Score -1.668132e+07 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 39526 members 
Entering Unmasked Estep 
Score: -16681478.000000 Penalty: 5672.523926
	Iteration 32Q: 3 clusters Score -1.668148e+07 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54296 members 
Mstep: Class 2 contains 38350 members 
Entering Unmasked Estep 
Score: -16681638.000000 Penalty: 5672.523926
	Iteration 33Q: 3 clusters Score -1.668164e+07 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -16681832.000000 Penalty: 5672.523926
	Iteration 34Q: 3 clusters Score -1.668183e+07 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56875 members 
Mstep: Class 2 contains 35771 members 
Entering Unmasked Estep 
Score: -16681856.000000 Penalty: 5672.523926
	Iteration 35Q: 3 clusters Score -1.668186e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58215 members 
Mstep: Class 2 contains 34431 members 
Entering Unmasked Estep 
Score: -16682060.000000 Penalty: 5672.523926
	Iteration 36Q: 3 clusters Score -1.668206e+07 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59496 members 
Mstep: Class 2 contains 33150 members 
Entering Unmasked Estep 
Score: -16682046.000000 Penalty: 5672.523926
	Iteration 37Q: 3 clusters Score -1.668205e+07 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60688 members 
Mstep: Class 2 contains 31958 members 
Entering Unmasked Estep 
Score: -16681904.000000 Penalty: 5672.523926
	Iteration 38Q: 3 clusters Score -1.66819e+07 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61771 members 
Mstep: Class 2 contains 30875 members 
Entering Unmasked Estep 
Score: -16681734.000000 Penalty: 5672.523926
	Iteration 39Q: 3 clusters Score -1.668173e+07 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62713 members 
Mstep: Class 2 contains 29933 members 
Entering Unmasked Estep 
Score: -16681762.000000 Penalty: 5672.523926
	Iteration 40F: 3 clusters Score -1.668176e+07 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63658 members 
Mstep: Class 2 contains 28988 members 
Entering Unmasked Estep 
Score: -16681604.000000 Penalty: 5672.523926
	Iteration 41Q: 3 clusters Score -1.66816e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64560 members 
Mstep: Class 2 contains 28086 members 
Entering Unmasked Estep 
Score: -16681391.000000 Penalty: 5672.523926
	Iteration 42Q: 3 clusters Score -1.668139e+07 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65397 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -16681199.000000 Penalty: 5672.523926
	Iteration 43Q: 3 clusters Score -1.66812e+07 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66147 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -16681052.000000 Penalty: 5672.523926
	Iteration 44Q: 3 clusters Score -1.668105e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66785 members 
Mstep: Class 2 contains 25861 members 
Entering Unmasked Estep 
Score: -16680803.000000 Penalty: 5672.523926
	Iteration 45Q: 3 clusters Score -1.66808e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67358 members 
Mstep: Class 2 contains 25288 members 
Entering Unmasked Estep 
Score: -16680499.000000 Penalty: 5672.523926
	Iteration 46Q: 3 clusters Score -1.66805e+07 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -16680296.000000 Penalty: 5672.523926
	Iteration 47Q: 3 clusters Score -1.66803e+07 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68063 members 
Mstep: Class 2 contains 24583 members 
Entering Unmasked Estep 
Score: -16680080.000000 Penalty: 5672.523926
	Iteration 48Q: 3 clusters Score -1.668008e+07 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68294 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -16679911.000000 Penalty: 5672.523926
	Iteration 49Q: 3 clusters Score -1.667991e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -16679761.000000 Penalty: 5672.523926
	Iteration 50Q: 3 clusters Score -1.667976e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68490 members 
Mstep: Class 2 contains 24156 members 
Entering Unmasked Estep 
Score: -16679616.000000 Penalty: 5672.523926
	Iteration 51Q: 3 clusters Score -1.667962e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -16679580.000000 Penalty: 5672.523926
	Iteration 52Q: 3 clusters Score -1.667958e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68355 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -16679554.000000 Penalty: 5672.523926
	Iteration 53Q: 3 clusters Score -1.667955e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -16679486.000000 Penalty: 5672.523926
	Iteration 54Q: 3 clusters Score -1.667949e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68036 members 
Mstep: Class 2 contains 24610 members 
Entering Unmasked Estep 
Score: -16679440.000000 Penalty: 5672.523926
	Iteration 55Q: 3 clusters Score -1.667944e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67797 members 
Mstep: Class 2 contains 24849 members 
Entering Unmasked Estep 
Score: -16679495.000000 Penalty: 5672.523926
	Iteration 56Q: 3 clusters Score -1.66795e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67545 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -16679423.000000 Penalty: 5672.523926
	Iteration 57Q: 3 clusters Score -1.667942e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67234 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -16679468.000000 Penalty: 5672.523926
	Iteration 58Q: 3 clusters Score -1.667947e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66923 members 
Mstep: Class 2 contains 25723 members 
Entering Unmasked Estep 
Score: -16679450.000000 Penalty: 5672.523926
	Iteration 59Q: 3 clusters Score -1.667945e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 26091 members 
Entering Unmasked Estep 
Score: -16679457.000000 Penalty: 5672.523926
	Iteration 60F: 3 clusters Score -1.667946e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66141 members 
Mstep: Class 2 contains 26505 members 
Entering Unmasked Estep 
Score: -16679460.000000 Penalty: 5672.523926
	Iteration 61Q: 3 clusters Score -1.667946e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65676 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
Score: -16679468.000000 Penalty: 5672.523926
	Iteration 62Q: 3 clusters Score -1.667947e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65151 members 
Mstep: Class 2 contains 27495 members 
Entering Unmasked Estep 
Score: -16679531.000000 Penalty: 5672.523926
	Iteration 63Q: 3 clusters Score -1.667953e+07 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64585 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -16679620.000000 Penalty: 5672.523926
	Iteration 64Q: 3 clusters Score -1.667962e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63999 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -16679727.000000 Penalty: 5672.523926
	Iteration 65Q: 3 clusters Score -1.667973e+07 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63402 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -16679754.000000 Penalty: 5672.523926
	Iteration 66Q: 3 clusters Score -1.667975e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62798 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -16679822.000000 Penalty: 5672.523926
	Iteration 67Q: 3 clusters Score -1.667982e+07 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62199 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -16679860.000000 Penalty: 5672.523926
	Iteration 68Q: 3 clusters Score -1.667986e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61603 members 
Mstep: Class 2 contains 31043 members 
Entering Unmasked Estep 
Score: -16679958.000000 Penalty: 5672.523926
	Iteration 69Q: 3 clusters Score -1.667996e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60999 members 
Mstep: Class 2 contains 31647 members 
Entering Unmasked Estep 
Score: -16680014.000000 Penalty: 5672.523926
	Iteration 70Q: 3 clusters Score -1.668001e+07 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60395 members 
Mstep: Class 2 contains 32251 members 
Entering Unmasked Estep 
Score: -16680016.000000 Penalty: 5672.523926
	Iteration 71Q: 3 clusters Score -1.668002e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59780 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -16680076.000000 Penalty: 5672.523926
	Iteration 72Q: 3 clusters Score -1.668008e+07 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59138 members 
Mstep: Class 2 contains 33508 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -1.668009e+07 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58486 members 
Mstep: Class 2 contains 34160 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -1.66802e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57849 members 
Mstep: Class 2 contains 34797 members 
Entering Unmasked Estep 
Score: -16680233.000000 Penalty: 5672.523926
	Iteration 75Q: 3 clusters Score -1.668023e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57222 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -16680324.000000 Penalty: 5672.523926
	Iteration 76Q: 3 clusters Score -1.668032e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56606 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -16680412.000000 Penalty: 5672.523926
	Iteration 77Q: 3 clusters Score -1.668041e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55997 members 
Mstep: Class 2 contains 36649 members 
Entering Unmasked Estep 
Score: -16680532.000000 Penalty: 5672.523926
	Iteration 78Q: 3 clusters Score -1.668053e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55346 members 
Mstep: Class 2 contains 37300 members 
Entering Unmasked Estep 
Score: -16680691.000000 Penalty: 5672.523926
	Iteration 79Q: 3 clusters Score -1.668069e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54758 members 
Mstep: Class 2 contains 37888 members 
Entering Unmasked Estep 
Score: -16680757.000000 Penalty: 5672.523926
	Iteration 80F: 3 clusters Score -1.668076e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54203 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
Score: -16680760.000000 Penalty: 5672.523926
	Iteration 81Q: 3 clusters Score -1.668076e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53611 members 
Mstep: Class 2 contains 39035 members 
Entering Unmasked Estep 
Score: -16680847.000000 Penalty: 5672.523926
	Iteration 82Q: 3 clusters Score -1.668085e+07 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 39632 members 
Entering Unmasked Estep 
Score: -16680973.000000 Penalty: 5672.523926
	Iteration 83Q: 3 clusters Score -1.668097e+07 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -16681064.000000 Penalty: 5672.523926
	Iteration 84Q: 3 clusters Score -1.668106e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51679 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -16681184.000000 Penalty: 5672.523926
	Iteration 85Q: 3 clusters Score -1.668118e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50945 members 
Mstep: Class 2 contains 41701 members 
Entering Unmasked Estep 
Score: -16681311.000000 Penalty: 5672.523926
	Iteration 86Q: 3 clusters Score -1.668131e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50126 members 
Mstep: Class 2 contains 42520 members 
Entering Unmasked Estep 
Score: -16681448.000000 Penalty: 5672.523926
	Iteration 87Q: 3 clusters Score -1.668145e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49254 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -16681653.000000 Penalty: 5672.523926
	Iteration 88Q: 3 clusters Score -1.668165e+07 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48313 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -16681832.000000 Penalty: 5672.523926
	Iteration 89Q: 3 clusters Score -1.668183e+07 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47266 members 
Mstep: Class 2 contains 45380 members 
Entering Unmasked Estep 
Score: -16682096.000000 Penalty: 5672.523926
	Iteration 90Q: 3 clusters Score -1.66821e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 46535 members 
Entering Unmasked Estep 
Score: -16682376.000000 Penalty: 5672.523926
	Iteration 91Q: 3 clusters Score -1.668238e+07 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44851 members 
Mstep: Class 2 contains 47795 members 
Entering Unmasked Estep 
Score: -16682462.000000 Penalty: 5672.523926
	Iteration 92Q: 3 clusters Score -1.668246e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43537 members 
Mstep: Class 2 contains 49109 members 
Entering Unmasked Estep 
Score: -16682853.000000 Penalty: 5672.523926
	Iteration 93Q: 3 clusters Score -1.668285e+07 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -16683285.000000 Penalty: 5672.523926
	Iteration 94Q: 3 clusters Score -1.668328e+07 nChanged 1693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40858 members 
Mstep: Class 2 contains 51788 members 
Entering Unmasked Estep 
Score: -16683665.000000 Penalty: 5672.523926
	Iteration 95Q: 3 clusters Score -1.668366e+07 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39583 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -16684032.000000 Penalty: 5672.523926
	Iteration 96Q: 3 clusters Score -1.668403e+07 nChanged 1691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38350 members 
Mstep: Class 2 contains 54296 members 
Entering Unmasked Estep 
Score: -16684187.000000 Penalty: 5672.523926
	Iteration 97Q: 3 clusters Score -1.668419e+07 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 55441 members 
Entering Unmasked Estep 
Score: -16684411.000000 Penalty: 5672.523926
	Iteration 98Q: 3 clusters Score -1.668441e+07 nChanged 1438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36155 members 
Mstep: Class 2 contains 56491 members 
Entering Unmasked Estep 
Score: -16684431.000000 Penalty: 5672.523926
	Iteration 99Q: 3 clusters Score -1.668443e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 57489 members 
Entering Unmasked Estep 
Score: -16684552.000000 Penalty: 5672.523926
	Iteration 100F: 3 clusters Score -1.668455e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 58493 members 
Entering Unmasked Estep 
Score: -16684568.000000 Penalty: 5672.523926
	Iteration 101Q: 3 clusters Score -1.668457e+07 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33308 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -16684483.000000 Penalty: 5672.523926
	Iteration 102Q: 3 clusters Score -1.668448e+07 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 60085 members 
Entering Unmasked Estep 
Score: -16684382.000000 Penalty: 5672.523926
	Iteration 103Q: 3 clusters Score -1.668438e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31807 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -16684284.000000 Penalty: 5672.523926
	Iteration 104Q: 3 clusters Score -1.668428e+07 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 61611 members 
Entering Unmasked Estep 
Score: -16684222.000000 Penalty: 5672.523926
	Iteration 105Q: 3 clusters Score -1.668422e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30362 members 
Mstep: Class 2 contains 62284 members 
Entering Unmasked Estep 
Score: -16684181.000000 Penalty: 5672.523926
	Iteration 106Q: 3 clusters Score -1.668418e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 62950 members 
Entering Unmasked Estep 
Score: -16684020.000000 Penalty: 5672.523926
	Iteration 107Q: 3 clusters Score -1.668402e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 63578 members 
Entering Unmasked Estep 
Score: -16683881.000000 Penalty: 5672.523926
	Iteration 108Q: 3 clusters Score -1.668388e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 64149 members 
Entering Unmasked Estep 
Score: -16683760.000000 Penalty: 5672.523926
	Iteration 109Q: 3 clusters Score -1.668376e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 64653 members 
Entering Unmasked Estep 
Score: -16683655.000000 Penalty: 5672.523926
	Iteration 110Q: 3 clusters Score -1.668366e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 65131 members 
Entering Unmasked Estep 
Score: -16683456.000000 Penalty: 5672.523926
	Iteration 111Q: 3 clusters Score -1.668346e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 65529 members 
Entering Unmasked Estep 
Score: -16683402.000000 Penalty: 5672.523926
	Iteration 112Q: 3 clusters Score -1.66834e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 65917 members 
Entering Unmasked Estep 
Score: -16683361.000000 Penalty: 5672.523926
	Iteration 113Q: 3 clusters Score -1.668336e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -16683224.000000 Penalty: 5672.523926
	Iteration 114Q: 3 clusters Score -1.668322e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25979 members 
Mstep: Class 2 contains 66667 members 
Entering Unmasked Estep 
Score: -16683121.000000 Penalty: 5672.523926
	Iteration 115Q: 3 clusters Score -1.668312e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25610 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -16682980.000000 Penalty: 5672.523926
	Iteration 116Q: 3 clusters Score -1.668298e+07 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25267 members 
Mstep: Class 2 contains 67379 members 
Entering Unmasked Estep 
Score: -16682888.000000 Penalty: 5672.523926
	Iteration 117Q: 3 clusters Score -1.668289e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24916 members 
Mstep: Class 2 contains 67730 members 
Entering Unmasked Estep 
Score: -16682827.000000 Penalty: 5672.523926
	Iteration 118Q: 3 clusters Score -1.668283e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 68074 members 
Entering Unmasked Estep 
Score: -16682683.000000 Penalty: 5672.523926
	Iteration 119Q: 3 clusters Score -1.668268e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24242 members 
Mstep: Class 2 contains 68404 members 
Entering Unmasked Estep 
Score: -16682692.000000 Penalty: 5672.523926
	Iteration 120F: 3 clusters Score -1.668269e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23896 members 
Mstep: Class 2 contains 68750 members 
Entering Unmasked Estep 
Score: -16682549.000000 Penalty: 5672.523926
	Iteration 121Q: 3 clusters Score -1.668255e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23543 members 
Mstep: Class 2 contains 69103 members 
Entering Unmasked Estep 
Score: -16682514.000000 Penalty: 5672.523926
	Iteration 122Q: 3 clusters Score -1.668251e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 69428 members 
Entering Unmasked Estep 
Score: -16682429.000000 Penalty: 5672.523926
	Iteration 123Q: 3 clusters Score -1.668243e+07 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 69734 members 
Entering Unmasked Estep 
Score: -16682337.000000 Penalty: 5672.523926
	Iteration 124Q: 3 clusters Score -1.668234e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 70029 members 
Entering Unmasked Estep 
Score: -16682292.000000 Penalty: 5672.523926
	Iteration 125Q: 3 clusters Score -1.668229e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 70304 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -1.668225e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22089 members 
Mstep: Class 2 contains 70557 members 
Entering Unmasked Estep 
Score: -16682184.000000 Penalty: 5672.523926
	Iteration 127Q: 3 clusters Score -1.668218e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 70787 members 
Entering Unmasked Estep 
Score: -16682115.000000 Penalty: 5672.523926
	Iteration 128Q: 3 clusters Score -1.668212e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 71004 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -1.668208e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21442 members 
Mstep: Class 2 contains 71204 members 
Entering Unmasked Estep 
Score: -16681990.000000 Penalty: 5672.523926
	Iteration 130Q: 3 clusters Score -1.668199e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 71402 members 
Entering Unmasked Estep 
Score: -16681898.000000 Penalty: 5672.523926
	Iteration 131Q: 3 clusters Score -1.66819e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 71609 members 
Entering Unmasked Estep 
Score: -16681884.000000 Penalty: 5672.523926
	Iteration 132Q: 3 clusters Score -1.668188e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -16681848.000000 Penalty: 5672.523926
	Iteration 133Q: 3 clusters Score -1.668185e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 72009 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -1.66818e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 72193 members 
Entering Unmasked Estep 
Score: -16681826.000000 Penalty: 5672.523926
	Iteration 135Q: 3 clusters Score -1.668183e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 72378 members 
Entering Unmasked Estep 
Score: -16681714.000000 Penalty: 5672.523926
	Iteration 136Q: 3 clusters Score -1.668171e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 72542 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -1.668168e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Mstep: Class 2 contains 72719 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -1.668165e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19749 members 
Mstep: Class 2 contains 72897 members 
Entering Unmasked Estep 
Score: -16681538.000000 Penalty: 5672.523926
	Iteration 139Q: 3 clusters Score -1.668154e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 73055 members 
Entering Unmasked Estep 
Score: -16681496.000000 Penalty: 5672.523926
	Iteration 140F: 3 clusters Score -1.66815e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 73196 members 
Entering Unmasked Estep 
Score: -16681505.000000 Penalty: 5672.523926
	Iteration 141Q: 3 clusters Score -1.66815e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 73339 members 
Entering Unmasked Estep 
Score: -16681486.000000 Penalty: 5672.523926
	Iteration 142Q: 3 clusters Score -1.668149e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19187 members 
Mstep: Class 2 contains 73459 members 
Entering Unmasked Estep 
Score: -16681466.000000 Penalty: 5672.523926
	Iteration 143Q: 3 clusters Score -1.668147e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 73557 members 
Entering Unmasked Estep 
Score: -16681424.000000 Penalty: 5672.523926
	Iteration 144Q: 3 clusters Score -1.668142e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18964 members 
Mstep: Class 2 contains 73682 members 
Entering Unmasked Estep 
Score: -16681397.000000 Penalty: 5672.523926
	Iteration 145Q: 3 clusters Score -1.66814e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18834 members 
Mstep: Class 2 contains 73812 members 
Entering Unmasked Estep 
Score: -16681351.000000 Penalty: 5672.523926
	Iteration 146Q: 3 clusters Score -1.668135e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 73924 members 
Entering Unmasked Estep 
Score: -16681288.000000 Penalty: 5672.523926
	Iteration 147Q: 3 clusters Score -1.668129e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 74034 members 
Entering Unmasked Estep 
Score: -16681281.000000 Penalty: 5672.523926
	Iteration 148Q: 3 clusters Score -1.668128e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18499 members 
Mstep: Class 2 contains 74147 members 
Entering Unmasked Estep 
Score: -16681269.000000 Penalty: 5672.523926
	Iteration 149Q: 3 clusters Score -1.668127e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 74258 members 
Entering Unmasked Estep 
Score: -16681259.000000 Penalty: 5672.523926
	Iteration 150Q: 3 clusters Score -1.668126e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 74366 members 
Entering Unmasked Estep 
Score: -16681205.000000 Penalty: 5672.523926
	Iteration 151Q: 3 clusters Score -1.66812e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 74482 members 
Entering Unmasked Estep 
Score: -16681189.000000 Penalty: 5672.523926
	Iteration 152Q: 3 clusters Score -1.668119e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 74616 members 
Entering Unmasked Estep 
Score: -16681185.000000 Penalty: 5672.523926
	Iteration 153Q: 3 clusters Score -1.668118e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 74770 members 
Entering Unmasked Estep 
Score: -16681119.000000 Penalty: 5672.523926
	Iteration 154Q: 3 clusters Score -1.668112e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 74923 members 
Entering Unmasked Estep 
Score: -16681037.000000 Penalty: 5672.523926
	Iteration 155Q: 3 clusters Score -1.668104e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 75094 members 
Entering Unmasked Estep 
Score: -16680987.000000 Penalty: 5672.523926
	Iteration 156Q: 3 clusters Score -1.668099e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 75239 members 
Entering Unmasked Estep 
Score: -16680967.000000 Penalty: 5672.523926
	Iteration 157Q: 3 clusters Score -1.668097e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17280 members 
Mstep: Class 2 contains 75366 members 
Entering Unmasked Estep 
Score: -16680910.000000 Penalty: 5672.523926
	Iteration 158Q: 3 clusters Score -1.668091e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 75494 members 
Entering Unmasked Estep 
Score: -16680896.000000 Penalty: 5672.523926
	Iteration 159Q: 3 clusters Score -1.66809e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 75611 members 
Entering Unmasked Estep 
Score: -16680895.000000 Penalty: 5672.523926
	Iteration 160F: 3 clusters Score -1.66809e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16906 members 
Mstep: Class 2 contains 75740 members 
Entering Unmasked Estep 
Score: -16680855.000000 Penalty: 5672.523926
	Iteration 161Q: 3 clusters Score -1.668086e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 75865 members 
Entering Unmasked Estep 
Score: -16680822.000000 Penalty: 5672.523926
	Iteration 162Q: 3 clusters Score -1.668082e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 75998 members 
Entering Unmasked Estep 
Score: -16680775.000000 Penalty: 5672.523926
	Iteration 163Q: 3 clusters Score -1.668078e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16524 members 
Mstep: Class 2 contains 76122 members 
Entering Unmasked Estep 
Score: -16680742.000000 Penalty: 5672.523926
	Iteration 164Q: 3 clusters Score -1.668074e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16424 members 
Mstep: Class 2 contains 76222 members 
Entering Unmasked Estep 
Score: -16680692.000000 Penalty: 5672.523926
	Iteration 165Q: 3 clusters Score -1.668069e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 76321 members 
Entering Unmasked Estep 
Score: -16680669.000000 Penalty: 5672.523926
	Iteration 166Q: 3 clusters Score -1.668067e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 76430 members 
Entering Unmasked Estep 
Score: -16680633.000000 Penalty: 5672.523926
	Iteration 167Q: 3 clusters Score -1.668063e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16110 members 
Mstep: Class 2 contains 76536 members 
Entering Unmasked Estep 
Score: -16680577.000000 Penalty: 5672.523926
	Iteration 168Q: 3 clusters Score -1.668058e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15991 members 
Mstep: Class 2 contains 76655 members 
Entering Unmasked Estep 
Score: -16680547.000000 Penalty: 5672.523926
	Iteration 169Q: 3 clusters Score -1.668055e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 76754 members 
Entering Unmasked Estep 
Score: -16680531.000000 Penalty: 5672.523926
	Iteration 170Q: 3 clusters Score -1.668053e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 76856 members 
Entering Unmasked Estep 
Score: -16680469.000000 Penalty: 5672.523926
	Iteration 171Q: 3 clusters Score -1.668047e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 76938 members 
Entering Unmasked Estep 
Score: -16680456.000000 Penalty: 5672.523926
	Iteration 172Q: 3 clusters Score -1.668046e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15620 members 
Mstep: Class 2 contains 77026 members 
Entering Unmasked Estep 
Score: -16680404.000000 Penalty: 5672.523926
	Iteration 173Q: 3 clusters Score -1.66804e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 77115 members 
Entering Unmasked Estep 
Score: -16680381.000000 Penalty: 5672.523926
	Iteration 174Q: 3 clusters Score -1.668038e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 77198 members 
Entering Unmasked Estep 
Score: -16680384.000000 Penalty: 5672.523926
	Iteration 175Q: 3 clusters Score -1.668038e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 77278 members 
Entering Unmasked Estep 
Score: -16680373.000000 Penalty: 5672.523926
	Iteration 176Q: 3 clusters Score -1.668037e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 77347 members 
Entering Unmasked Estep 
Score: -16680347.000000 Penalty: 5672.523926
	Iteration 177Q: 3 clusters Score -1.668035e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15231 members 
Mstep: Class 2 contains 77415 members 
Entering Unmasked Estep 
Score: -16680334.000000 Penalty: 5672.523926
	Iteration 178Q: 3 clusters Score -1.668033e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 77488 members 
Entering Unmasked Estep 
Score: -16680311.000000 Penalty: 5672.523926
	Iteration 179Q: 3 clusters Score -1.668031e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 77553 members 
Entering Unmasked Estep 
Score: -16680303.000000 Penalty: 5672.523926
	Iteration 180F: 3 clusters Score -1.66803e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 77632 members 
Entering Unmasked Estep 
Score: -16680305.000000 Penalty: 5672.523926
	Iteration 181Q: 3 clusters Score -1.66803e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 77703 members 
Entering Unmasked Estep 
Score: -16680279.000000 Penalty: 5672.523926
	Iteration 182Q: 3 clusters Score -1.668028e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14868 members 
Mstep: Class 2 contains 77778 members 
Entering Unmasked Estep 
Score: -16680261.000000 Penalty: 5672.523926
	Iteration 183Q: 3 clusters Score -1.668026e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 77853 members 
Entering Unmasked Estep 
Score: -16680261.000000 Penalty: 5672.523926
	Iteration 184Q: 3 clusters Score -1.668026e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14717 members 
Mstep: Class 2 contains 77929 members 
Entering Unmasked Estep 
Score: -16680243.000000 Penalty: 5672.523926
	Iteration 185Q: 3 clusters Score -1.668024e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 78011 members 
Entering Unmasked Estep 
Score: -16680211.000000 Penalty: 5672.523926
	Iteration 186Q: 3 clusters Score -1.668021e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 78103 members 
Entering Unmasked Estep 
Score: -16680234.000000 Penalty: 5672.523926
	Iteration 187Q: 3 clusters Score -1.668023e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14454 members 
Mstep: Class 2 contains 78192 members 
Entering Unmasked Estep 
Score: -16680250.000000 Penalty: 5672.523926
	Iteration 188Q: 3 clusters Score -1.668025e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 78292 members 
Entering Unmasked Estep 
Score: -16680222.000000 Penalty: 5672.523926
	Iteration 189Q: 3 clusters Score -1.668022e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14252 members 
Mstep: Class 2 contains 78394 members 
Entering Unmasked Estep 
Score: -16680215.000000 Penalty: 5672.523926
	Iteration 190Q: 3 clusters Score -1.668022e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14134 members 
Mstep: Class 2 contains 78512 members 
Entering Unmasked Estep 
Score: -16680268.000000 Penalty: 5672.523926
	Iteration 191Q: 3 clusters Score -1.668027e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14007 members 
Mstep: Class 2 contains 78639 members 
Entering Unmasked Estep 
Score: -16680283.000000 Penalty: 5672.523926
	Iteration 192Q: 3 clusters Score -1.668028e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13877 members 
Mstep: Class 2 contains 78769 members 
Entering Unmasked Estep 
Score: -16680297.000000 Penalty: 5672.523926
	Iteration 193Q: 3 clusters Score -1.66803e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13767 members 
Mstep: Class 2 contains 78879 members 
Entering Unmasked Estep 
Score: -16680311.000000 Penalty: 5672.523926
	Iteration 194Q: 3 clusters Score -1.668031e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13647 members 
Mstep: Class 2 contains 78999 members 
Entering Unmasked Estep 
Score: -16680319.000000 Penalty: 5672.523926
	Iteration 195Q: 3 clusters Score -1.668032e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13542 members 
Mstep: Class 2 contains 79104 members 
Entering Unmasked Estep 
Score: -16680323.000000 Penalty: 5672.523926
	Iteration 196Q: 3 clusters Score -1.668032e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 79213 members 
Entering Unmasked Estep 
Score: -16680336.000000 Penalty: 5672.523926
	Iteration 197Q: 3 clusters Score -1.668034e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13336 members 
Mstep: Class 2 contains 79310 members 
Entering Unmasked Estep 
Score: -16680307.000000 Penalty: 5672.523926
	Iteration 198Q: 3 clusters Score -1.668031e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13259 members 
Mstep: Class 2 contains 79387 members 
Entering Unmasked Estep 
Score: -16680291.000000 Penalty: 5672.523926
	Iteration 199Q: 3 clusters Score -1.668029e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13178 members 
Mstep: Class 2 contains 79468 members 
Entering Unmasked Estep 
Score: -16680252.000000 Penalty: 5672.523926
	Iteration 200F: 3 clusters Score -1.668025e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 79550 members 
Entering Unmasked Estep 
Score: -16680257.000000 Penalty: 5672.523926
	Iteration 201Q: 3 clusters Score -1.668026e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13021 members 
Mstep: Class 2 contains 79625 members 
Entering Unmasked Estep 
Score: -16680222.000000 Penalty: 5672.523926
	Iteration 202Q: 3 clusters Score -1.668022e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 79692 members 
Entering Unmasked Estep 
Score: -16680170.000000 Penalty: 5672.523926
	Iteration 203Q: 3 clusters Score -1.668017e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 79749 members 
Entering Unmasked Estep 
Score: -16680166.000000 Penalty: 5672.523926
	Iteration 204Q: 3 clusters Score -1.668017e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12830 members 
Mstep: Class 2 contains 79816 members 
Entering Unmasked Estep 
Score: -16680120.000000 Penalty: 5672.523926
	Iteration 205Q: 3 clusters Score -1.668012e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12750 members 
Mstep: Class 2 contains 79896 members 
Entering Unmasked Estep 
Score: -16680083.000000 Penalty: 5672.523926
	Iteration 206Q: 3 clusters Score -1.668008e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12656 members 
Mstep: Class 2 contains 79990 members 
Entering Unmasked Estep 
Score: -16680033.000000 Penalty: 5672.523926
	Iteration 207Q: 3 clusters Score -1.668003e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 80078 members 
Entering Unmasked Estep 
Score: -16680006.000000 Penalty: 5672.523926
	Iteration 208Q: 3 clusters Score -1.668001e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12483 members 
Mstep: Class 2 contains 80163 members 
Entering Unmasked Estep 
Score: -16679974.000000 Penalty: 5672.523926
	Iteration 209Q: 3 clusters Score -1.667997e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12412 members 
Mstep: Class 2 contains 80234 members 
Entering Unmasked Estep 
Score: -16679946.000000 Penalty: 5672.523926
	Iteration 210Q: 3 clusters Score -1.667995e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 80293 members 
Entering Unmasked Estep 
Score: -16679932.000000 Penalty: 5672.523926
	Iteration 211Q: 3 clusters Score -1.667993e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 80369 members 
Entering Unmasked Estep 
Score: -16679860.000000 Penalty: 5672.523926
	Iteration 212Q: 3 clusters Score -1.667986e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 80439 members 
Entering Unmasked Estep 
Score: -16679847.000000 Penalty: 5672.523926
	Iteration 213Q: 3 clusters Score -1.667985e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12129 members 
Mstep: Class 2 contains 80517 members 
Entering Unmasked Estep 
Score: -16679804.000000 Penalty: 5672.523926
	Iteration 214Q: 3 clusters Score -1.66798e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12050 members 
Mstep: Class 2 contains 80596 members 
Entering Unmasked Estep 
Score: -16679787.000000 Penalty: 5672.523926
	Iteration 215Q: 3 clusters Score -1.667979e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11975 members 
Mstep: Class 2 contains 80671 members 
Entering Unmasked Estep 
Score: -16679740.000000 Penalty: 5672.523926
	Iteration 216Q: 3 clusters Score -1.667974e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 80739 members 
Entering Unmasked Estep 
Score: -16679724.000000 Penalty: 5672.523926
	Iteration 217Q: 3 clusters Score -1.667972e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11829 members 
Mstep: Class 2 contains 80817 members 
Entering Unmasked Estep 
Score: -16679652.000000 Penalty: 5672.523926
	Iteration 218Q: 3 clusters Score -1.667965e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 80895 members 
Entering Unmasked Estep 
Score: -16679614.000000 Penalty: 5672.523926
	Iteration 219Q: 3 clusters Score -1.667961e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11679 members 
Mstep: Class 2 contains 80967 members 
Entering Unmasked Estep 
Score: -16679575.000000 Penalty: 5672.523926
	Iteration 220F: 3 clusters Score -1.667958e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 81039 members 
Entering Unmasked Estep 
Score: -16679573.000000 Penalty: 5672.523926
	Iteration 221Q: 3 clusters Score -1.667957e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 81117 members 
Entering Unmasked Estep 
Score: -16679577.000000 Penalty: 5672.523926
	Iteration 222Q: 3 clusters Score -1.667958e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11452 members 
Mstep: Class 2 contains 81194 members 
Entering Unmasked Estep 
Score: -16679553.000000 Penalty: 5672.523926
	Iteration 223Q: 3 clusters Score -1.667955e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 81278 members 
Entering Unmasked Estep 
Score: -16679551.000000 Penalty: 5672.523926
	Iteration 224Q: 3 clusters Score -1.667955e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 81357 members 
Entering Unmasked Estep 
Score: -16679535.000000 Penalty: 5672.523926
	Iteration 225Q: 3 clusters Score -1.667954e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 81448 members 
Entering Unmasked Estep 
Score: -16679544.000000 Penalty: 5672.523926
	Iteration 226Q: 3 clusters Score -1.667954e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11106 members 
Mstep: Class 2 contains 81540 members 
Entering Unmasked Estep 
Score: -16679508.000000 Penalty: 5672.523926
	Iteration 227Q: 3 clusters Score -1.667951e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 81627 members 
Entering Unmasked Estep 
Score: -16679463.000000 Penalty: 5672.523926
	Iteration 228Q: 3 clusters Score -1.667946e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 81714 members 
Entering Unmasked Estep 
Score: -16679420.000000 Penalty: 5672.523926
	Iteration 229Q: 3 clusters Score -1.667942e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10846 members 
Mstep: Class 2 contains 81800 members 
Entering Unmasked Estep 
Score: -16679357.000000 Penalty: 5672.523926
	Iteration 230Q: 3 clusters Score -1.667936e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 81889 members 
Entering Unmasked Estep 
Score: -16679323.000000 Penalty: 5672.523926
	Iteration 231Q: 3 clusters Score -1.667932e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10683 members 
Mstep: Class 2 contains 81963 members 
Entering Unmasked Estep 
Score: -16679314.000000 Penalty: 5672.523926
	Iteration 232Q: 3 clusters Score -1.667931e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10618 members 
Mstep: Class 2 contains 82028 members 
Entering Unmasked Estep 
Score: -16679305.000000 Penalty: 5672.523926
	Iteration 233Q: 3 clusters Score -1.66793e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 82097 members 
Entering Unmasked Estep 
Score: -16679278.000000 Penalty: 5672.523926
	Iteration 234Q: 3 clusters Score -1.667928e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 82173 members 
Entering Unmasked Estep 
Score: -16679237.000000 Penalty: 5672.523926
	Iteration 235Q: 3 clusters Score -1.667924e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10397 members 
Mstep: Class 2 contains 82249 members 
Entering Unmasked Estep 
Score: -16679193.000000 Penalty: 5672.523926
	Iteration 236Q: 3 clusters Score -1.667919e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 82323 members 
Entering Unmasked Estep 
Score: -16679237.000000 Penalty: 5672.523926
	Iteration 237Q: 3 clusters Score -1.667924e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10238 members 
Mstep: Class 2 contains 82408 members 
Entering Unmasked Estep 
Score: -16679201.000000 Penalty: 5672.523926
	Iteration 238Q: 3 clusters Score -1.66792e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10159 members 
Mstep: Class 2 contains 82487 members 
Entering Unmasked Estep 
Score: -16679186.000000 Penalty: 5672.523926
	Iteration 239Q: 3 clusters Score -1.667919e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10078 members 
Mstep: Class 2 contains 82568 members 
Entering Unmasked Estep 
Score: -16679157.000000 Penalty: 5672.523926
	Iteration 240F: 3 clusters Score -1.667916e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 82646 members 
Entering Unmasked Estep 
Score: -16679129.000000 Penalty: 5672.523926
	Iteration 241Q: 3 clusters Score -1.667913e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9937 members 
Mstep: Class 2 contains 82709 members 
Entering Unmasked Estep 
Score: -16679099.000000 Penalty: 5672.523926
	Iteration 242Q: 3 clusters Score -1.66791e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9885 members 
Mstep: Class 2 contains 82761 members 
Entering Unmasked Estep 
Score: -16679035.000000 Penalty: 5672.523926
	Iteration 243Q: 3 clusters Score -1.667904e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 82820 members 
Entering Unmasked Estep 
Score: -16678999.000000 Penalty: 5672.523926
	Iteration 244Q: 3 clusters Score -1.6679e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9775 members 
Mstep: Class 2 contains 82871 members 
Entering Unmasked Estep 
Score: -16678959.000000 Penalty: 5672.523926
	Iteration 245Q: 3 clusters Score -1.667896e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 82918 members 
Entering Unmasked Estep 
Score: -16678928.000000 Penalty: 5672.523926
	Iteration 246Q: 3 clusters Score -1.667893e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 82961 members 
Entering Unmasked Estep 
Score: -16678909.000000 Penalty: 5672.523926
	Iteration 247Q: 3 clusters Score -1.667891e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 83009 members 
Entering Unmasked Estep 
Score: -16678891.000000 Penalty: 5672.523926
	Iteration 248Q: 3 clusters Score -1.667889e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 83063 members 
Entering Unmasked Estep 
Score: -16678841.000000 Penalty: 5672.523926
	Iteration 249Q: 3 clusters Score -1.667884e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9516 members 
Mstep: Class 2 contains 83130 members 
Entering Unmasked Estep 
Score: -16678803.000000 Penalty: 5672.523926
	Iteration 250Q: 3 clusters Score -1.66788e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9453 members 
Mstep: Class 2 contains 83193 members 
Entering Unmasked Estep 
Score: -16678791.000000 Penalty: 5672.523926
	Iteration 251Q: 3 clusters Score -1.667879e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 83269 members 
Entering Unmasked Estep 
Score: -16678734.000000 Penalty: 5672.523926
	Iteration 252Q: 3 clusters Score -1.667873e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 83333 members 
Entering Unmasked Estep 
Score: -16678704.000000 Penalty: 5672.523926
	Iteration 253Q: 3 clusters Score -1.66787e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 83390 members 
Entering Unmasked Estep 
Score: -16678670.000000 Penalty: 5672.523926
	Iteration 254Q: 3 clusters Score -1.667867e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 83429 members 
Entering Unmasked Estep 
Score: -16678669.000000 Penalty: 5672.523926
	Iteration 255Q: 3 clusters Score -1.667867e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 83474 members 
Entering Unmasked Estep 
Score: -16678655.000000 Penalty: 5672.523926
	Iteration 256Q: 3 clusters Score -1.667866e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9131 members 
Mstep: Class 2 contains 83515 members 
Entering Unmasked Estep 
Score: -16678635.000000 Penalty: 5672.523926
	Iteration 257Q: 3 clusters Score -1.667864e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 83563 members 
Entering Unmasked Estep 
Score: -16678611.000000 Penalty: 5672.523926
	Iteration 258Q: 3 clusters Score -1.667861e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9046 members 
Mstep: Class 2 contains 83600 members 
Entering Unmasked Estep 
Score: -16678600.000000 Penalty: 5672.523926
	Iteration 259Q: 3 clusters Score -1.66786e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 83636 members 
Entering Unmasked Estep 
Score: -16678590.000000 Penalty: 5672.523926
	Iteration 260F: 3 clusters Score -1.667859e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8968 members 
Mstep: Class 2 contains 83678 members 
Entering Unmasked Estep 
Score: -16678541.000000 Penalty: 5672.523926
	Iteration 261Q: 3 clusters Score -1.667854e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8926 members 
Mstep: Class 2 contains 83720 members 
Entering Unmasked Estep 
Score: -16678526.000000 Penalty: 5672.523926
	Iteration 262Q: 3 clusters Score -1.667853e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8897 members 
Mstep: Class 2 contains 83749 members 
Entering Unmasked Estep 
Score: -16678519.000000 Penalty: 5672.523926
	Iteration 263Q: 3 clusters Score -1.667852e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 83780 members 
Entering Unmasked Estep 
Score: -16678503.000000 Penalty: 5672.523926
	Iteration 264Q: 3 clusters Score -1.66785e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 83806 members 
Entering Unmasked Estep 
Score: -16678506.000000 Penalty: 5672.523926
	Iteration 265Q: 3 clusters Score -1.667851e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8817 members 
Mstep: Class 2 contains 83829 members 
Entering Unmasked Estep 
Score: -16678506.000000 Penalty: 5672.523926
	Iteration 266Q: 3 clusters Score -1.667851e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8793 members 
Mstep: Class 2 contains 83853 members 
Entering Unmasked Estep 
Score: -16678496.000000 Penalty: 5672.523926
	Iteration 267Q: 3 clusters Score -1.66785e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 83880 members 
Entering Unmasked Estep 
Score: -16678474.000000 Penalty: 5672.523926
	Iteration 268Q: 3 clusters Score -1.667847e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8735 members 
Mstep: Class 2 contains 83911 members 
Entering Unmasked Estep 
Score: -16678454.000000 Penalty: 5672.523926
	Iteration 269Q: 3 clusters Score -1.667845e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 83940 members 
Entering Unmasked Estep 
Score: -16678432.000000 Penalty: 5672.523926
	Iteration 270Q: 3 clusters Score -1.667843e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 83971 members 
Entering Unmasked Estep 
Score: -16678427.000000 Penalty: 5672.523926
	Iteration 271Q: 3 clusters Score -1.667843e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 84015 members 
Entering Unmasked Estep 
Score: -16678397.000000 Penalty: 5672.523926
	Iteration 272Q: 3 clusters Score -1.66784e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 84063 members 
Entering Unmasked Estep 
Score: -16678379.000000 Penalty: 5672.523926
	Iteration 273Q: 3 clusters Score -1.667838e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 84111 members 
Entering Unmasked Estep 
Score: -16678336.000000 Penalty: 5672.523926
	Iteration 274Q: 3 clusters Score -1.667834e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 84158 members 
Entering Unmasked Estep 
Score: -16678313.000000 Penalty: 5672.523926
	Iteration 275Q: 3 clusters Score -1.667831e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8444 members 
Mstep: Class 2 contains 84202 members 
Entering Unmasked Estep 
Score: -16678270.000000 Penalty: 5672.523926
	Iteration 276Q: 3 clusters Score -1.667827e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 84246 members 
Entering Unmasked Estep 
Score: -16678264.000000 Penalty: 5672.523926
	Iteration 277Q: 3 clusters Score -1.667826e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 84293 members 
Entering Unmasked Estep 
Score: -16678233.000000 Penalty: 5672.523926
	Iteration 278Q: 3 clusters Score -1.667823e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8309 members 
Mstep: Class 2 contains 84337 members 
Entering Unmasked Estep 
Score: -16678225.000000 Penalty: 5672.523926
	Iteration 279Q: 3 clusters Score -1.667822e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 84376 members 
Entering Unmasked Estep 
Score: -16678186.000000 Penalty: 5672.523926
	Iteration 280F: 3 clusters Score -1.667819e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 84415 members 
Entering Unmasked Estep 
Score: -16678164.000000 Penalty: 5672.523926
	Iteration 281Q: 3 clusters Score -1.667816e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 84443 members 
Entering Unmasked Estep 
Score: -16678148.000000 Penalty: 5672.523926
	Iteration 282Q: 3 clusters Score -1.667815e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8182 members 
Mstep: Class 2 contains 84464 members 
Entering Unmasked Estep 
Score: -16678157.000000 Penalty: 5672.523926
	Iteration 283Q: 3 clusters Score -1.667816e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8158 members 
Mstep: Class 2 contains 84488 members 
Entering Unmasked Estep 
Score: -16678129.000000 Penalty: 5672.523926
	Iteration 284Q: 3 clusters Score -1.667813e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 84506 members 
Entering Unmasked Estep 
Score: -16678135.000000 Penalty: 5672.523926
	Iteration 285Q: 3 clusters Score -1.667814e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 84523 members 
Entering Unmasked Estep 
Score: -16678102.000000 Penalty: 5672.523926
	Iteration 286Q: 3 clusters Score -1.66781e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 84538 members 
Entering Unmasked Estep 
Score: -16678119.000000 Penalty: 5672.523926
	Iteration 287Q: 3 clusters Score -1.667812e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8097 members 
Mstep: Class 2 contains 84549 members 
Entering Unmasked Estep 
Score: -16678087.000000 Penalty: 5672.523926
	Iteration 288Q: 3 clusters Score -1.667809e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 84561 members 
Entering Unmasked Estep 
Score: -16678092.000000 Penalty: 5672.523926
	Iteration 289Q: 3 clusters Score -1.667809e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 84564 members 
Entering Unmasked Estep 
Score: -16678093.000000 Penalty: 5672.523926
	Iteration 290Q: 3 clusters Score -1.667809e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 84567 members 
Entering Unmasked Estep 
Score: -16678099.000000 Penalty: 5672.523926
	Iteration 291Q: 3 clusters Score -1.66781e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8074 members 
Mstep: Class 2 contains 84572 members 
Entering Unmasked Estep 
Score: -16678092.000000 Penalty: 5672.523926
	Iteration 292Q: 3 clusters Score -1.667809e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 84579 members 
Entering Unmasked Estep 
Score: -16678078.000000 Penalty: 5672.523926
	Iteration 293Q: 3 clusters Score -1.667808e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8057 members 
Mstep: Class 2 contains 84589 members 
Entering Unmasked Estep 
Score: -16678080.000000 Penalty: 5672.523926
	Iteration 294Q: 3 clusters Score -1.667808e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 84597 members 
Entering Unmasked Estep 
Score: -16678064.000000 Penalty: 5672.523926
	Iteration 295Q: 3 clusters Score -1.667806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8044 members 
Mstep: Class 2 contains 84602 members 
Entering Unmasked Estep 
Score: -16678068.000000 Penalty: 5672.523926
	Iteration 296Q: 3 clusters Score -1.667807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 84609 members 
Entering Unmasked Estep 
Score: -16678067.000000 Penalty: 5672.523926
	Iteration 297Q: 3 clusters Score -1.667807e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 84616 members 
Entering Unmasked Estep 
Score: -16678054.000000 Penalty: 5672.523926
	Iteration 298Q: 3 clusters Score -1.667805e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8025 members 
Mstep: Class 2 contains 84621 members 
Entering Unmasked Estep 
Score: -16678055.000000 Penalty: 5672.523926
	Iteration 299Q: 3 clusters Score -1.667806e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 84626 members 
Entering Unmasked Estep 
Score: -16678054.000000 Penalty: 5672.523926
	Iteration 300F: 3 clusters Score -1.667805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 84633 members 
Entering Unmasked Estep 
Score: -16678044.000000 Penalty: 5672.523926
	Iteration 301Q: 3 clusters Score -1.667804e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 84640 members 
Entering Unmasked Estep 
Score: -16678033.000000 Penalty: 5672.523926
	Iteration 302Q: 3 clusters Score -1.667803e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 84645 members 
Entering Unmasked Estep 
Score: -16678035.000000 Penalty: 5672.523926
	Iteration 303Q: 3 clusters Score -1.667804e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 84651 members 
Entering Unmasked Estep 
Score: -16678047.000000 Penalty: 5672.523926
	Iteration 304Q: 3 clusters Score -1.667805e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7988 members 
Mstep: Class 2 contains 84658 members 
Entering Unmasked Estep 
Score: -16678050.000000 Penalty: 5672.523926
	Iteration 305Q: 3 clusters Score -1.667805e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 84667 members 
Entering Unmasked Estep 
Score: -16678053.000000 Penalty: 5672.523926
	Iteration 306Q: 3 clusters Score -1.667805e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7969 members 
Mstep: Class 2 contains 84677 members 
Entering Unmasked Estep 
Score: -16678054.000000 Penalty: 5672.523926
	Iteration 307Q: 3 clusters Score -1.667805e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 84681 members 
Entering Unmasked Estep 
Score: -16678055.000000 Penalty: 5672.523926
	Iteration 308Q: 3 clusters Score -1.667806e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 84688 members 
Entering Unmasked Estep 
Score: -16678048.000000 Penalty: 5672.523926
	Iteration 309Q: 3 clusters Score -1.667805e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 84700 members 
Entering Unmasked Estep 
Score: -16678050.000000 Penalty: 5672.523926
	Iteration 310Q: 3 clusters Score -1.667805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7932 members 
Mstep: Class 2 contains 84714 members 
Entering Unmasked Estep 
Score: -16678049.000000 Penalty: 5672.523926
	Iteration 311Q: 3 clusters Score -1.667805e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 84730 members 
Entering Unmasked Estep 
Score: -16678046.000000 Penalty: 5672.523926
	Iteration 312Q: 3 clusters Score -1.667805e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7902 members 
Mstep: Class 2 contains 84744 members 
Entering Unmasked Estep 
Score: -16678039.000000 Penalty: 5672.523926
	Iteration 313Q: 3 clusters Score -1.667804e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 84760 members 
Entering Unmasked Estep 
Score: -16678017.000000 Penalty: 5672.523926
	Iteration 314Q: 3 clusters Score -1.667802e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7871 members 
Mstep: Class 2 contains 84775 members 
Entering Unmasked Estep 
Score: -16678003.000000 Penalty: 5672.523926
	Iteration 315Q: 3 clusters Score -1.6678e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7856 members 
Mstep: Class 2 contains 84790 members 
Entering Unmasked Estep 
Score: -16678000.000000 Penalty: 5672.523926
	Iteration 316Q: 3 clusters Score -1.6678e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7836 members 
Mstep: Class 2 contains 84810 members 
Entering Unmasked Estep 
Score: -16677994.000000 Penalty: 5672.523926
	Iteration 317Q: 3 clusters Score -1.667799e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 84828 members 
Entering Unmasked Estep 
Score: -16677973.000000 Penalty: 5672.523926
	Iteration 318Q: 3 clusters Score -1.667797e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 84846 members 
Entering Unmasked Estep 
Score: -16677975.000000 Penalty: 5672.523926
	Iteration 319Q: 3 clusters Score -1.667798e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 84871 members 
Entering Unmasked Estep 
Score: -16677961.000000 Penalty: 5672.523926
	Iteration 320F: 3 clusters Score -1.667796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 84895 members 
Entering Unmasked Estep 
Score: -16677970.000000 Penalty: 5672.523926
	Iteration 321Q: 3 clusters Score -1.667797e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7725 members 
Mstep: Class 2 contains 84921 members 
Entering Unmasked Estep 
Score: -16677946.000000 Penalty: 5672.523926
	Iteration 322Q: 3 clusters Score -1.667795e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7696 members 
Mstep: Class 2 contains 84950 members 
Entering Unmasked Estep 
Score: -16677925.000000 Penalty: 5672.523926
	Iteration 323Q: 3 clusters Score -1.667792e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 84986 members 
Entering Unmasked Estep 
Score: -16677903.000000 Penalty: 5672.523926
	Iteration 324Q: 3 clusters Score -1.66779e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7618 members 
Mstep: Class 2 contains 85028 members 
Entering Unmasked Estep 
Score: -16677887.000000 Penalty: 5672.523926
	Iteration 325Q: 3 clusters Score -1.667789e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7572 members 
Mstep: Class 2 contains 85074 members 
Entering Unmasked Estep 
Score: -16677862.000000 Penalty: 5672.523926
	Iteration 326Q: 3 clusters Score -1.667786e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7524 members 
Mstep: Class 2 contains 85122 members 
Entering Unmasked Estep 
Score: -16677834.000000 Penalty: 5672.523926
	Iteration 327Q: 3 clusters Score -1.667783e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 85158 members 
Entering Unmasked Estep 
Score: -16677816.000000 Penalty: 5672.523926
	Iteration 328Q: 3 clusters Score -1.667782e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7453 members 
Mstep: Class 2 contains 85193 members 
Entering Unmasked Estep 
Score: -16677809.000000 Penalty: 5672.523926
	Iteration 329Q: 3 clusters Score -1.667781e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 85234 members 
Entering Unmasked Estep 
Score: -16677767.000000 Penalty: 5672.523926
	Iteration 330Q: 3 clusters Score -1.667777e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 85260 members 
Entering Unmasked Estep 
Score: -16677743.000000 Penalty: 5672.523926
	Iteration 331Q: 3 clusters Score -1.667774e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7354 members 
Mstep: Class 2 contains 85292 members 
Entering Unmasked Estep 
Score: -16677735.000000 Penalty: 5672.523926
	Iteration 332Q: 3 clusters Score -1.667774e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 85329 members 
Entering Unmasked Estep 
Score: -16677727.000000 Penalty: 5672.523926
	Iteration 333Q: 3 clusters Score -1.667773e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 85373 members 
Entering Unmasked Estep 
Score: -16677724.000000 Penalty: 5672.523926
	Iteration 334Q: 3 clusters Score -1.667772e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 85421 members 
Entering Unmasked Estep 
Score: -16677674.000000 Penalty: 5672.523926
	Iteration 335Q: 3 clusters Score -1.667767e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 85466 members 
Entering Unmasked Estep 
Score: -16677639.000000 Penalty: 5672.523926
	Iteration 336Q: 3 clusters Score -1.667764e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 85514 members 
Entering Unmasked Estep 
Score: -16677588.000000 Penalty: 5672.523926
	Iteration 337Q: 3 clusters Score -1.667759e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7086 members 
Mstep: Class 2 contains 85560 members 
Entering Unmasked Estep 
Score: -16677572.000000 Penalty: 5672.523926
	Iteration 338Q: 3 clusters Score -1.667757e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7050 members 
Mstep: Class 2 contains 85596 members 
Entering Unmasked Estep 
Score: -16677544.000000 Penalty: 5672.523926
	Iteration 339Q: 3 clusters Score -1.667754e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 85629 members 
Entering Unmasked Estep 
Score: -16677499.000000 Penalty: 5672.523926
	Iteration 340F: 3 clusters Score -1.66775e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6984 members 
Mstep: Class 2 contains 85662 members 
Entering Unmasked Estep 
Score: -16677458.000000 Penalty: 5672.523926
	Iteration 341Q: 3 clusters Score -1.667746e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 85686 members 
Entering Unmasked Estep 
Score: -16677435.000000 Penalty: 5672.523926
	Iteration 342Q: 3 clusters Score -1.667744e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 85705 members 
Entering Unmasked Estep 
Score: -16677430.000000 Penalty: 5672.523926
	Iteration 343Q: 3 clusters Score -1.667743e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 85719 members 
Entering Unmasked Estep 
Score: -16677414.000000 Penalty: 5672.523926
	Iteration 344Q: 3 clusters Score -1.667741e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6914 members 
Mstep: Class 2 contains 85732 members 
Entering Unmasked Estep 
Score: -16677393.000000 Penalty: 5672.523926
	Iteration 345Q: 3 clusters Score -1.667739e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6900 members 
Mstep: Class 2 contains 85746 members 
Entering Unmasked Estep 
Score: -16677398.000000 Penalty: 5672.523926
	Iteration 346Q: 3 clusters Score -1.66774e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6891 members 
Mstep: Class 2 contains 85755 members 
Entering Unmasked Estep 
Score: -16677407.000000 Penalty: 5672.523926
	Iteration 347Q: 3 clusters Score -1.667741e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 85768 members 
Entering Unmasked Estep 
Score: -16677406.000000 Penalty: 5672.523926
	Iteration 348Q: 3 clusters Score -1.667741e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6858 members 
Mstep: Class 2 contains 85788 members 
Entering Unmasked Estep 
Score: -16677382.000000 Penalty: 5672.523926
	Iteration 349Q: 3 clusters Score -1.667738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 85805 members 
Entering Unmasked Estep 
Score: -16677377.000000 Penalty: 5672.523926
	Iteration 350Q: 3 clusters Score -1.667738e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Mstep: Class 2 contains 85822 members 
Entering Unmasked Estep 
Score: -16677342.000000 Penalty: 5672.523926
	Iteration 351Q: 3 clusters Score -1.667734e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6801 members 
Mstep: Class 2 contains 85845 members 
Entering Unmasked Estep 
Score: -16677324.000000 Penalty: 5672.523926
	Iteration 352Q: 3 clusters Score -1.667732e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 85879 members 
Entering Unmasked Estep 
Score: -16677280.000000 Penalty: 5672.523926
	Iteration 353Q: 3 clusters Score -1.667728e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 85916 members 
Entering Unmasked Estep 
Score: -16677255.000000 Penalty: 5672.523926
	Iteration 354Q: 3 clusters Score -1.667726e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 85949 members 
Entering Unmasked Estep 
Score: -16677232.000000 Penalty: 5672.523926
	Iteration 355Q: 3 clusters Score -1.667723e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 85980 members 
Entering Unmasked Estep 
Score: -16677207.000000 Penalty: 5672.523926
	Iteration 356Q: 3 clusters Score -1.667721e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 86008 members 
Entering Unmasked Estep 
Score: -16677194.000000 Penalty: 5672.523926
	Iteration 357Q: 3 clusters Score -1.667719e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 86040 members 
Entering Unmasked Estep 
Score: -16677177.000000 Penalty: 5672.523926
	Iteration 358Q: 3 clusters Score -1.667718e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6583 members 
Mstep: Class 2 contains 86063 members 
Entering Unmasked Estep 
Score: -16677166.000000 Penalty: 5672.523926
	Iteration 359Q: 3 clusters Score -1.667717e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6559 members 
Mstep: Class 2 contains 86087 members 
Entering Unmasked Estep 
Score: -16677181.000000 Penalty: 5672.523926
	Iteration 360F: 3 clusters Score -1.667718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 86106 members 
Entering Unmasked Estep 
Score: -16677145.000000 Penalty: 5672.523926
	Iteration 361Q: 3 clusters Score -1.667714e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 86129 members 
Entering Unmasked Estep 
Score: -16677133.000000 Penalty: 5672.523926
	Iteration 362Q: 3 clusters Score -1.667713e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6490 members 
Mstep: Class 2 contains 86156 members 
Entering Unmasked Estep 
Score: -16677122.000000 Penalty: 5672.523926
	Iteration 363Q: 3 clusters Score -1.667712e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6475 members 
Mstep: Class 2 contains 86171 members 
Entering Unmasked Estep 
Score: -16677088.000000 Penalty: 5672.523926
	Iteration 364Q: 3 clusters Score -1.667709e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6465 members 
Mstep: Class 2 contains 86181 members 
Entering Unmasked Estep 
Score: -16677076.000000 Penalty: 5672.523926
	Iteration 365Q: 3 clusters Score -1.667708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6451 members 
Mstep: Class 2 contains 86195 members 
Entering Unmasked Estep 
Score: -16677075.000000 Penalty: 5672.523926
	Iteration 366Q: 3 clusters Score -1.667708e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 86211 members 
Entering Unmasked Estep 
Score: -16677057.000000 Penalty: 5672.523926
	Iteration 367Q: 3 clusters Score -1.667706e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 86222 members 
Entering Unmasked Estep 
Score: -16677045.000000 Penalty: 5672.523926
	Iteration 368Q: 3 clusters Score -1.667704e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6414 members 
Mstep: Class 2 contains 86232 members 
Entering Unmasked Estep 
Score: -16677026.000000 Penalty: 5672.523926
	Iteration 369Q: 3 clusters Score -1.667703e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 86241 members 
Entering Unmasked Estep 
Score: -16677016.000000 Penalty: 5672.523926
	Iteration 370Q: 3 clusters Score -1.667702e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 86258 members 
Entering Unmasked Estep 
Score: -16677034.000000 Penalty: 5672.523926
	Iteration 371Q: 3 clusters Score -1.667703e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 86272 members 
Entering Unmasked Estep 
Score: -16677039.000000 Penalty: 5672.523926
	Iteration 372Q: 3 clusters Score -1.667704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6356 members 
Mstep: Class 2 contains 86290 members 
Entering Unmasked Estep 
Score: -16677040.000000 Penalty: 5672.523926
	Iteration 373Q: 3 clusters Score -1.667704e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6342 members 
Mstep: Class 2 contains 86304 members 
Entering Unmasked Estep 
Score: -16677045.000000 Penalty: 5672.523926
	Iteration 374Q: 3 clusters Score -1.667704e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6332 members 
Mstep: Class 2 contains 86314 members 
Entering Unmasked Estep 
Score: -16677042.000000 Penalty: 5672.523926
	Iteration 375Q: 3 clusters Score -1.667704e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 86327 members 
Entering Unmasked Estep 
Score: -16677008.000000 Penalty: 5672.523926
	Iteration 376Q: 3 clusters Score -1.667701e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6304 members 
Mstep: Class 2 contains 86342 members 
Entering Unmasked Estep 
Score: -16677003.000000 Penalty: 5672.523926
	Iteration 377Q: 3 clusters Score -1.6677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 86353 members 
Entering Unmasked Estep 
Score: -16677004.000000 Penalty: 5672.523926
	Iteration 378Q: 3 clusters Score -1.6677e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6280 members 
Mstep: Class 2 contains 86366 members 
Entering Unmasked Estep 
Score: -16676996.000000 Penalty: 5672.523926
	Iteration 379Q: 3 clusters Score -1.6677e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 86377 members 
Entering Unmasked Estep 
Score: -16676960.000000 Penalty: 5672.523926
	Iteration 380F: 3 clusters Score -1.667696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 86385 members 
Entering Unmasked Estep 
Score: -16676955.000000 Penalty: 5672.523926
	Iteration 381Q: 3 clusters Score -1.667696e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6251 members 
Mstep: Class 2 contains 86395 members 
Entering Unmasked Estep 
Score: -16676944.000000 Penalty: 5672.523926
	Iteration 382Q: 3 clusters Score -1.667694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 86409 members 
Entering Unmasked Estep 
Score: -16676936.000000 Penalty: 5672.523926
	Iteration 383Q: 3 clusters Score -1.667694e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 86427 members 
Entering Unmasked Estep 
Score: -16676932.000000 Penalty: 5672.523926
	Iteration 384Q: 3 clusters Score -1.667693e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 86453 members 
Entering Unmasked Estep 
Score: -16676890.000000 Penalty: 5672.523926
	Iteration 385Q: 3 clusters Score -1.667689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 86483 members 
Entering Unmasked Estep 
Score: -16676888.000000 Penalty: 5672.523926
	Iteration 386Q: 3 clusters Score -1.667689e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6133 members 
Mstep: Class 2 contains 86513 members 
Entering Unmasked Estep 
Score: -16676876.000000 Penalty: 5672.523926
	Iteration 387Q: 3 clusters Score -1.667688e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 86554 members 
Entering Unmasked Estep 
Score: -16676854.000000 Penalty: 5672.523926
	Iteration 388Q: 3 clusters Score -1.667685e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 86587 members 
Entering Unmasked Estep 
Score: -16676864.000000 Penalty: 5672.523926
	Iteration 389Q: 3 clusters Score -1.667686e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 86624 members 
Entering Unmasked Estep 
Score: -16676814.000000 Penalty: 5672.523926
	Iteration 390Q: 3 clusters Score -1.667681e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 86656 members 
Entering Unmasked Estep 
Score: -16676757.000000 Penalty: 5672.523926
	Iteration 391Q: 3 clusters Score -1.667676e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 86686 members 
Entering Unmasked Estep 
Score: -16676747.000000 Penalty: 5672.523926
	Iteration 392Q: 3 clusters Score -1.667675e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 86709 members 
Entering Unmasked Estep 
Score: -16676752.000000 Penalty: 5672.523926
	Iteration 393Q: 3 clusters Score -1.667675e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 86733 members 
Entering Unmasked Estep 
Score: -16676710.000000 Penalty: 5672.523926
	Iteration 394Q: 3 clusters Score -1.667671e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 86760 members 
Entering Unmasked Estep 
Score: -16676698.000000 Penalty: 5672.523926
	Iteration 395Q: 3 clusters Score -1.66767e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5858 members 
Mstep: Class 2 contains 86788 members 
Entering Unmasked Estep 
Score: -16676682.000000 Penalty: 5672.523926
	Iteration 396Q: 3 clusters Score -1.667668e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 86809 members 
Entering Unmasked Estep 
Score: -16676682.000000 Penalty: 5672.523926
	Iteration 397Q: 3 clusters Score -1.667668e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5821 members 
Mstep: Class 2 contains 86825 members 
Entering Unmasked Estep 
Score: -16676668.000000 Penalty: 5672.523926
	Iteration 398Q: 3 clusters Score -1.667667e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 86838 members 
Entering Unmasked Estep 
Score: -16676662.000000 Penalty: 5672.523926
	Iteration 399Q: 3 clusters Score -1.667666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 86848 members 
Entering Unmasked Estep 
Score: -16676661.000000 Penalty: 5672.523926
	Iteration 400F: 3 clusters Score -1.667666e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 86862 members 
Entering Unmasked Estep 
Score: -16676647.000000 Penalty: 5672.523926
	Iteration 401Q: 3 clusters Score -1.667665e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 86875 members 
Entering Unmasked Estep 
Score: -16676660.000000 Penalty: 5672.523926
	Iteration 402Q: 3 clusters Score -1.667666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 86885 members 
Entering Unmasked Estep 
Score: -16676651.000000 Penalty: 5672.523926
	Iteration 403Q: 3 clusters Score -1.667665e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 86891 members 
Entering Unmasked Estep 
Score: -16676653.000000 Penalty: 5672.523926
	Iteration 404Q: 3 clusters Score -1.667665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5753 members 
Mstep: Class 2 contains 86893 members 
Entering Unmasked Estep 
Score: -16676648.000000 Penalty: 5672.523926
	Iteration 405Q: 3 clusters Score -1.667665e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 86895 members 
Entering Unmasked Estep 
Score: -16676646.000000 Penalty: 5672.523926
	Iteration 406Q: 3 clusters Score -1.667665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 86899 members 
Entering Unmasked Estep 
Score: -16676636.000000 Penalty: 5672.523926
	Iteration 407Q: 3 clusters Score -1.667664e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 86905 members 
Entering Unmasked Estep 
Score: -16676636.000000 Penalty: 5672.523926
	Iteration 408Q: 3 clusters Score -1.667664e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -16676623.000000 Penalty: 5672.523926
	Iteration 409Q: 3 clusters Score -1.667662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 86910 members 
Entering Unmasked Estep 
Score: -16676623.000000 Penalty: 5672.523926
	Iteration 410F: 3 clusters Score -1.667662e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 53634 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 5736 members 
Mstep: Class 15 contains 65958 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 30012 members 
Mstep: Class 28 contains 44831 members 
Mstep: Class 29 contains 40092 members 
Mstep: Class 30 contains 42351 members 
Mstep: Class 31 contains 44391 members 
Mstep: Class 32 contains 86910 members 
Entering Unmasked Estep 
Score: -207682496.000000 Penalty: 110512.546875
Splitting cluster 14 changes total score from -207412480.000000 to -207682496.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (65958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65958 members 
Entering Unmasked Estep 
Score: -12408368.000000 Penalty: 2751.999756
	Iteration 0F: 2 clusters Score -1.240837e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33040 members 
Mstep: Class 2 contains 32918 members 
Entering Unmasked Estep 
Score: -12388495.000000 Penalty: 5503.999512
	Iteration 0F: 3 clusters Score -1.23885e+07 nChanged 30858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33304 members 
Mstep: Class 2 contains 32654 members 
Entering Unmasked Estep 
Score: -12406279.000000 Penalty: 5503.999512
	Iteration 1F: 3 clusters Score -1.240628e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33303 members 
Mstep: Class 2 contains 32655 members 
Entering Unmasked Estep 
Score: -12407389.000000 Penalty: 5503.999512
	Iteration 2Q: 3 clusters Score -1.240739e+07 nChanged 3214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33367 members 
Mstep: Class 2 contains 32591 members 
Entering Unmasked Estep 
Score: -12408849.000000 Penalty: 5503.999512
	Iteration 3Q: 3 clusters Score -1.240885e+07 nChanged 3479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -12410796.000000 Penalty: 5503.999512
	Iteration 4F: 3 clusters Score -1.24108e+07 nChanged 3981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -12413364.000000 Penalty: 5503.999512
	Iteration 5F: 3 clusters Score -1.241336e+07 nChanged 4420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -12416625.000000 Penalty: 5503.999512
	Iteration 6F: 3 clusters Score -1.241662e+07 nChanged 4633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 30058 members 
Entering Unmasked Estep 
Score: -12419856.000000 Penalty: 5503.999512
	Iteration 7F: 3 clusters Score -1.241986e+07 nChanged 4156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 29378 members 
Entering Unmasked Estep 
Score: -12422272.000000 Penalty: 5503.999512
	Iteration 8F: 3 clusters Score -1.242227e+07 nChanged 3296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36958 members 
Mstep: Class 2 contains 29000 members 
Entering Unmasked Estep 
Score: -12423832.000000 Penalty: 5503.999512
	Iteration 9Q: 3 clusters Score -1.242383e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37095 members 
Mstep: Class 2 contains 28863 members 
Entering Unmasked Estep 
Score: -12424928.000000 Penalty: 5503.999512
	Iteration 10Q: 3 clusters Score -1.242493e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37142 members 
Mstep: Class 2 contains 28816 members 
Entering Unmasked Estep 
Score: -12425574.000000 Penalty: 5503.999512
	Iteration 11Q: 3 clusters Score -1.242557e+07 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37134 members 
Mstep: Class 2 contains 28824 members 
Entering Unmasked Estep 
Score: -12426011.000000 Penalty: 5503.999512
	Iteration 12Q: 3 clusters Score -1.242601e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37178 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -12426458.000000 Penalty: 5503.999512
	Iteration 13Q: 3 clusters Score -1.242646e+07 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37285 members 
Mstep: Class 2 contains 28673 members 
Entering Unmasked Estep 
Score: -12426776.000000 Penalty: 5503.999512
	Iteration 14Q: 3 clusters Score -1.242678e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37442 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -12426925.000000 Penalty: 5503.999512
	Iteration 15Q: 3 clusters Score -1.242692e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 28333 members 
Entering Unmasked Estep 
Score: -12427127.000000 Penalty: 5503.999512
	Iteration 16Q: 3 clusters Score -1.242713e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -12427246.000000 Penalty: 5503.999512
	Iteration 17Q: 3 clusters Score -1.242725e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 27960 members 
Entering Unmasked Estep 
Score: -12427393.000000 Penalty: 5503.999512
	Iteration 18Q: 3 clusters Score -1.242739e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38161 members 
Mstep: Class 2 contains 27797 members 
Entering Unmasked Estep 
Score: -12427508.000000 Penalty: 5503.999512
	Iteration 19Q: 3 clusters Score -1.242751e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38344 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -12427597.000000 Penalty: 5503.999512
	Iteration 20F: 3 clusters Score -1.24276e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38516 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -12427686.000000 Penalty: 5503.999512
	Iteration 21Q: 3 clusters Score -1.242769e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38678 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -12427822.000000 Penalty: 5503.999512
	Iteration 22Q: 3 clusters Score -1.242782e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38858 members 
Mstep: Class 2 contains 27100 members 
Entering Unmasked Estep 
Score: -12427823.000000 Penalty: 5503.999512
	Iteration 23Q: 3 clusters Score -1.242782e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -12427851.000000 Penalty: 5503.999512
	Iteration 24Q: 3 clusters Score -1.242785e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39219 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -12427889.000000 Penalty: 5503.999512
	Iteration 25Q: 3 clusters Score -1.242789e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39387 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -12427951.000000 Penalty: 5503.999512
	Iteration 26Q: 3 clusters Score -1.242795e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 26382 members 
Entering Unmasked Estep 
Score: -12427996.000000 Penalty: 5503.999512
	Iteration 27Q: 3 clusters Score -1.2428e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39778 members 
Mstep: Class 2 contains 26180 members 
Entering Unmasked Estep 
Score: -12428060.000000 Penalty: 5503.999512
	Iteration 28Q: 3 clusters Score -1.242806e+07 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39996 members 
Mstep: Class 2 contains 25962 members 
Entering Unmasked Estep 
Score: -12428199.000000 Penalty: 5503.999512
	Iteration 29Q: 3 clusters Score -1.24282e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40170 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -12428194.000000 Penalty: 5503.999512
	Iteration 30Q: 3 clusters Score -1.242819e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Mstep: Class 2 contains 25594 members 
Entering Unmasked Estep 
Score: -12428224.000000 Penalty: 5503.999512
	Iteration 31Q: 3 clusters Score -1.242822e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40548 members 
Mstep: Class 2 contains 25410 members 
Entering Unmasked Estep 
Score: -12428271.000000 Penalty: 5503.999512
	Iteration 32Q: 3 clusters Score -1.242827e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40705 members 
Mstep: Class 2 contains 25253 members 
Entering Unmasked Estep 
Score: -12428290.000000 Penalty: 5503.999512
	Iteration 33Q: 3 clusters Score -1.242829e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -12428285.000000 Penalty: 5503.999512
	Iteration 34Q: 3 clusters Score -1.242828e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41032 members 
Mstep: Class 2 contains 24926 members 
Entering Unmasked Estep 
Score: -12428273.000000 Penalty: 5503.999512
	Iteration 35Q: 3 clusters Score -1.242827e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41191 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -12428286.000000 Penalty: 5503.999512
	Iteration 36Q: 3 clusters Score -1.242829e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41364 members 
Mstep: Class 2 contains 24594 members 
Entering Unmasked Estep 
Score: -12428302.000000 Penalty: 5503.999512
	Iteration 37Q: 3 clusters Score -1.24283e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41521 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -12428297.000000 Penalty: 5503.999512
	Iteration 38Q: 3 clusters Score -1.24283e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 24281 members 
Entering Unmasked Estep 
Score: -12428314.000000 Penalty: 5503.999512
	Iteration 39Q: 3 clusters Score -1.242831e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 24125 members 
Entering Unmasked Estep 
Score: -12428311.000000 Penalty: 5503.999512
	Iteration 40F: 3 clusters Score -1.242831e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 23960 members 
Entering Unmasked Estep 
Score: -12428308.000000 Penalty: 5503.999512
	Iteration 41Q: 3 clusters Score -1.242831e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42152 members 
Mstep: Class 2 contains 23806 members 
Entering Unmasked Estep 
Score: -12428260.000000 Penalty: 5503.999512
	Iteration 42Q: 3 clusters Score -1.242826e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42286 members 
Mstep: Class 2 contains 23672 members 
Entering Unmasked Estep 
Score: -12428251.000000 Penalty: 5503.999512
	Iteration 43Q: 3 clusters Score -1.242825e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42405 members 
Mstep: Class 2 contains 23553 members 
Entering Unmasked Estep 
Score: -12428250.000000 Penalty: 5503.999512
	Iteration 44Q: 3 clusters Score -1.242825e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42532 members 
Mstep: Class 2 contains 23426 members 
Entering Unmasked Estep 
Score: -12428224.000000 Penalty: 5503.999512
	Iteration 45Q: 3 clusters Score -1.242822e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -12428204.000000 Penalty: 5503.999512
	Iteration 46Q: 3 clusters Score -1.24282e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42748 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -12428188.000000 Penalty: 5503.999512
	Iteration 47Q: 3 clusters Score -1.242819e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42848 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -12428148.000000 Penalty: 5503.999512
	Iteration 48Q: 3 clusters Score -1.242815e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42955 members 
Mstep: Class 2 contains 23003 members 
Entering Unmasked Estep 
Score: -12428113.000000 Penalty: 5503.999512
	Iteration 49Q: 3 clusters Score -1.242811e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43076 members 
Mstep: Class 2 contains 22882 members 
Entering Unmasked Estep 
Score: -12428108.000000 Penalty: 5503.999512
	Iteration 50Q: 3 clusters Score -1.242811e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43183 members 
Mstep: Class 2 contains 22775 members 
Entering Unmasked Estep 
Score: -12428071.000000 Penalty: 5503.999512
	Iteration 51Q: 3 clusters Score -1.242807e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43278 members 
Mstep: Class 2 contains 22680 members 
Entering Unmasked Estep 
Score: -12428082.000000 Penalty: 5503.999512
	Iteration 52Q: 3 clusters Score -1.242808e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43353 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -12428075.000000 Penalty: 5503.999512
	Iteration 53Q: 3 clusters Score -1.242808e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43429 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -12428057.000000 Penalty: 5503.999512
	Iteration 54Q: 3 clusters Score -1.242806e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43492 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -12428056.000000 Penalty: 5503.999512
	Iteration 55Q: 3 clusters Score -1.242806e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43560 members 
Mstep: Class 2 contains 22398 members 
Entering Unmasked Estep 
Score: -12428030.000000 Penalty: 5503.999512
	Iteration 56Q: 3 clusters Score -1.242803e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -12428027.000000 Penalty: 5503.999512
	Iteration 57Q: 3 clusters Score -1.242803e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43676 members 
Mstep: Class 2 contains 22282 members 
Entering Unmasked Estep 
Score: -12428014.000000 Penalty: 5503.999512
	Iteration 58Q: 3 clusters Score -1.242801e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Mstep: Class 2 contains 22234 members 
Entering Unmasked Estep 
Score: -12428026.000000 Penalty: 5503.999512
	Iteration 59Q: 3 clusters Score -1.242803e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43795 members 
Mstep: Class 2 contains 22163 members 
Entering Unmasked Estep 
Score: -12427984.000000 Penalty: 5503.999512
	Iteration 60F: 3 clusters Score -1.242798e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43848 members 
Mstep: Class 2 contains 22110 members 
Entering Unmasked Estep 
Score: -12427996.000000 Penalty: 5503.999512
	Iteration 61Q: 3 clusters Score -1.2428e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43901 members 
Mstep: Class 2 contains 22057 members 
Entering Unmasked Estep 
Score: -12428018.000000 Penalty: 5503.999512
	Iteration 62Q: 3 clusters Score -1.242802e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43952 members 
Mstep: Class 2 contains 22006 members 
Entering Unmasked Estep 
Score: -12428015.000000 Penalty: 5503.999512
	Iteration 63Q: 3 clusters Score -1.242802e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44002 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -12427974.000000 Penalty: 5503.999512
	Iteration 64Q: 3 clusters Score -1.242797e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44045 members 
Mstep: Class 2 contains 21913 members 
Entering Unmasked Estep 
Score: -12427991.000000 Penalty: 5503.999512
	Iteration 65Q: 3 clusters Score -1.242799e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44088 members 
Mstep: Class 2 contains 21870 members 
Entering Unmasked Estep 
Score: -12427967.000000 Penalty: 5503.999512
	Iteration 66Q: 3 clusters Score -1.242797e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44130 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -12427985.000000 Penalty: 5503.999512
	Iteration 67Q: 3 clusters Score -1.242798e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -12427945.000000 Penalty: 5503.999512
	Iteration 68Q: 3 clusters Score -1.242794e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44212 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -12427971.000000 Penalty: 5503.999512
	Iteration 69Q: 3 clusters Score -1.242797e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44243 members 
Mstep: Class 2 contains 21715 members 
Entering Unmasked Estep 
Score: -12427968.000000 Penalty: 5503.999512
	Iteration 70Q: 3 clusters Score -1.242797e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44274 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -12427954.000000 Penalty: 5503.999512
	Iteration 71Q: 3 clusters Score -1.242795e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -12427964.000000 Penalty: 5503.999512
	Iteration 72Q: 3 clusters Score -1.242796e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44320 members 
Mstep: Class 2 contains 21638 members 
Entering Unmasked Estep 
Score: -12427976.000000 Penalty: 5503.999512
	Iteration 73Q: 3 clusters Score -1.242798e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 21609 members 
Entering Unmasked Estep 
Score: -12427978.000000 Penalty: 5503.999512
	Iteration 74Q: 3 clusters Score -1.242798e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44380 members 
Mstep: Class 2 contains 21578 members 
Entering Unmasked Estep 
Score: -12427966.000000 Penalty: 5503.999512
	Iteration 75Q: 3 clusters Score -1.242797e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44414 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -12427951.000000 Penalty: 5503.999512
	Iteration 76Q: 3 clusters Score -1.242795e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44435 members 
Mstep: Class 2 contains 21523 members 
Entering Unmasked Estep 
Score: -12427943.000000 Penalty: 5503.999512
	Iteration 77Q: 3 clusters Score -1.242794e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -12427940.000000 Penalty: 5503.999512
	Iteration 78Q: 3 clusters Score -1.242794e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44485 members 
Mstep: Class 2 contains 21473 members 
Entering Unmasked Estep 
Score: -12427931.000000 Penalty: 5503.999512
	Iteration 79Q: 3 clusters Score -1.242793e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44498 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -12427921.000000 Penalty: 5503.999512
	Iteration 80F: 3 clusters Score -1.242792e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44510 members 
Mstep: Class 2 contains 21448 members 
Entering Unmasked Estep 
Score: -12427918.000000 Penalty: 5503.999512
	Iteration 81Q: 3 clusters Score -1.242792e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44517 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -12427916.000000 Penalty: 5503.999512
	Iteration 82Q: 3 clusters Score -1.242792e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44525 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -12427903.000000 Penalty: 5503.999512
	Iteration 83Q: 3 clusters Score -1.24279e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
Score: -12427910.000000 Penalty: 5503.999512
	Iteration 84Q: 3 clusters Score -1.242791e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44538 members 
Mstep: Class 2 contains 21420 members 
Entering Unmasked Estep 
Score: -12427916.000000 Penalty: 5503.999512
	Iteration 85Q: 3 clusters Score -1.242792e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -12427908.000000 Penalty: 5503.999512
	Iteration 86Q: 3 clusters Score -1.242791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44546 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -12427899.000000 Penalty: 5503.999512
	Iteration 87Q: 3 clusters Score -1.24279e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
Score: -12427898.000000 Penalty: 5503.999512
	Iteration 88Q: 3 clusters Score -1.24279e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -12427896.000000 Penalty: 5503.999512
	Iteration 89Q: 3 clusters Score -1.24279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -12427896.000000 Penalty: 5503.999512
	Iteration 90F: 3 clusters Score -1.24279e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 53634 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 5736 members 
Mstep: Class 15 contains 44549 members 
Mstep: Class 16 contains 1782 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 30012 members 
Mstep: Class 28 contains 44831 members 
Mstep: Class 29 contains 40092 members 
Mstep: Class 30 contains 42351 members 
Mstep: Class 31 contains 44391 members 
Mstep: Class 32 contains 86910 members 
Mstep: Class 33 contains 21409 members 
Entering Unmasked Estep 
Score: -207701136.000000 Penalty: 113966.062500
Splitting cluster 15 changes total score from -207412480.000000 to -207701136.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (1782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Entering Unmasked Estep 
Score: -286670.500000 Penalty: 1856.401978
	Iteration 0F: 2 clusters Score -286670.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -284360.093750 Penalty: 3712.803955
	Iteration 0F: 3 clusters Score -284360.1 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -285467.906250 Penalty: 3712.803955
	Iteration 1F: 3 clusters Score -285467.9 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -286449.906250 Penalty: 3712.803955
	Iteration 2F: 3 clusters Score -286449.9 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -287323.250000 Penalty: 3712.803955
	Iteration 3F: 3 clusters Score -287323.2 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -287796.312500 Penalty: 3712.803955
	Iteration 4F: 3 clusters Score -287796.3 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -287943.750000 Penalty: 3712.803955
	Iteration 5Q: 3 clusters Score -287943.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -287999.218750 Penalty: 3712.803955
	Iteration 6Q: 3 clusters Score -287999.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -288036.156250 Penalty: 3712.803955
	Iteration 7Q: 3 clusters Score -288036.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -288051.562500 Penalty: 3712.803955
	Iteration 8Q: 3 clusters Score -288051.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -288056.031250 Penalty: 3712.803955
	Iteration 9Q: 3 clusters Score -288056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -288057.312500 Penalty: 3712.803955
	Iteration 10Q: 3 clusters Score -288057.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -288059.375000 Penalty: 3712.803955
	Iteration 11Q: 3 clusters Score -288059.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -288060.125000 Penalty: 3712.803955
	Iteration 12Q: 3 clusters Score -288060.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -288060.437500 Penalty: 3712.803955
	Iteration 13Q: 3 clusters Score -288060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -288060.437500 Penalty: 3712.803955
	Iteration 14F: 3 clusters Score -288060.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 53634 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 5736 members 
Mstep: Class 15 contains 44549 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 66886 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 30012 members 
Mstep: Class 28 contains 44831 members 
Mstep: Class 29 contains 40092 members 
Mstep: Class 30 contains 42351 members 
Mstep: Class 31 contains 44391 members 
Mstep: Class 32 contains 86910 members 
Mstep: Class 33 contains 21409 members 
Mstep: Class 34 contains 241 members 
Entering Unmasked Estep 
Score: -207700704.000000 Penalty: 117419.585938
Splitting cluster 16 changes total score from -207412480.000000 to -207700704.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (66886 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66886 members 
Entering Unmasked Estep 
Score: -12782896.000000 Penalty: 2755.464844
	Iteration 0F: 2 clusters Score -1.27829e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33459 members 
Mstep: Class 2 contains 33427 members 
Entering Unmasked Estep 
Score: -12768328.000000 Penalty: 5510.929688
	Iteration 0F: 3 clusters Score -1.276833e+07 nChanged 31472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 33443 members 
Entering Unmasked Estep 
Score: -12786243.000000 Penalty: 5510.929688
	Iteration 1F: 3 clusters Score -1.278624e+07 nChanged 3318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33343 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -12787612.000000 Penalty: 5510.929688
	Iteration 2Q: 3 clusters Score -1.278761e+07 nChanged 3641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 33350 members 
Entering Unmasked Estep 
Score: -12789370.000000 Penalty: 5510.929688
	Iteration 3F: 3 clusters Score -1.278937e+07 nChanged 4158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34168 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -12791838.000000 Penalty: 5510.929688
	Iteration 4F: 3 clusters Score -1.279184e+07 nChanged 4776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35298 members 
Mstep: Class 2 contains 31588 members 
Entering Unmasked Estep 
Score: -12795301.000000 Penalty: 5510.929688
	Iteration 5F: 3 clusters Score -1.27953e+07 nChanged 5021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36583 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -12799040.000000 Penalty: 5510.929688
	Iteration 6F: 3 clusters Score -1.279904e+07 nChanged 4281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37556 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -12801334.000000 Penalty: 5510.929688
	Iteration 7F: 3 clusters Score -1.280133e+07 nChanged 2910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38230 members 
Mstep: Class 2 contains 28656 members 
Entering Unmasked Estep 
Score: -12802357.000000 Penalty: 5510.929688
	Iteration 8Q: 3 clusters Score -1.280236e+07 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38784 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -12802885.000000 Penalty: 5510.929688
	Iteration 9Q: 3 clusters Score -1.280288e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39249 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -12803197.000000 Penalty: 5510.929688
	Iteration 10Q: 3 clusters Score -1.28032e+07 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 27180 members 
Entering Unmasked Estep 
Score: -12803541.000000 Penalty: 5510.929688
	Iteration 11Q: 3 clusters Score -1.280354e+07 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -12803861.000000 Penalty: 5510.929688
	Iteration 12Q: 3 clusters Score -1.280386e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40641 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -12804146.000000 Penalty: 5510.929688
	Iteration 13Q: 3 clusters Score -1.280415e+07 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41373 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -12804325.000000 Penalty: 5510.929688
	Iteration 14Q: 3 clusters Score -1.280432e+07 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -12804396.000000 Penalty: 5510.929688
	Iteration 15Q: 3 clusters Score -1.28044e+07 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43159 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -12804265.000000 Penalty: 5510.929688
	Iteration 16Q: 3 clusters Score -1.280426e+07 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 22755 members 
Entering Unmasked Estep 
Score: -12804086.000000 Penalty: 5510.929688
	Iteration 17Q: 3 clusters Score -1.280409e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45009 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -12803774.000000 Penalty: 5510.929688
	Iteration 18Q: 3 clusters Score -1.280377e+07 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45830 members 
Mstep: Class 2 contains 21056 members 
Entering Unmasked Estep 
Score: -12803405.000000 Penalty: 5510.929688
	Iteration 19Q: 3 clusters Score -1.28034e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -12803035.000000 Penalty: 5510.929688
	Iteration 20F: 3 clusters Score -1.280304e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47026 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -12802552.000000 Penalty: 5510.929688
	Iteration 21Q: 3 clusters Score -1.280255e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47567 members 
Mstep: Class 2 contains 19319 members 
Entering Unmasked Estep 
Score: -12802067.000000 Penalty: 5510.929688
	Iteration 22Q: 3 clusters Score -1.280207e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -12801670.000000 Penalty: 5510.929688
	Iteration 23Q: 3 clusters Score -1.280167e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48458 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -12801311.000000 Penalty: 5510.929688
	Iteration 24Q: 3 clusters Score -1.280131e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48784 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -12801031.000000 Penalty: 5510.929688
	Iteration 25Q: 3 clusters Score -1.280103e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49057 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -12800774.000000 Penalty: 5510.929688
	Iteration 26Q: 3 clusters Score -1.280077e+07 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49265 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -12800531.000000 Penalty: 5510.929688
	Iteration 27Q: 3 clusters Score -1.280053e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49419 members 
Mstep: Class 2 contains 17467 members 
Entering Unmasked Estep 
Score: -12800351.000000 Penalty: 5510.929688
	Iteration 28Q: 3 clusters Score -1.280035e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49551 members 
Mstep: Class 2 contains 17335 members 
Entering Unmasked Estep 
Score: -12800181.000000 Penalty: 5510.929688
	Iteration 29Q: 3 clusters Score -1.280018e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49644 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -12800048.000000 Penalty: 5510.929688
	Iteration 30Q: 3 clusters Score -1.280005e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49713 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -12799926.000000 Penalty: 5510.929688
	Iteration 31Q: 3 clusters Score -1.279993e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49747 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -12799881.000000 Penalty: 5510.929688
	Iteration 32Q: 3 clusters Score -1.279988e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -12799848.000000 Penalty: 5510.929688
	Iteration 33Q: 3 clusters Score -1.279985e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49787 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -12799800.000000 Penalty: 5510.929688
	Iteration 34Q: 3 clusters Score -1.27998e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49806 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -12799727.000000 Penalty: 5510.929688
	Iteration 35Q: 3 clusters Score -1.279973e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -12799727.000000 Penalty: 5510.929688
	Iteration 36Q: 3 clusters Score -1.279973e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49817 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -12799692.000000 Penalty: 5510.929688
	Iteration 37Q: 3 clusters Score -1.279969e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49822 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -12799659.000000 Penalty: 5510.929688
	Iteration 38Q: 3 clusters Score -1.279966e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49823 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -12799655.000000 Penalty: 5510.929688
	Iteration 39Q: 3 clusters Score -1.279966e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49815 members 
Mstep: Class 2 contains 17071 members 
Entering Unmasked Estep 
Score: -12799633.000000 Penalty: 5510.929688
	Iteration 40F: 3 clusters Score -1.279963e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49804 members 
Mstep: Class 2 contains 17082 members 
Entering Unmasked Estep 
Score: -12799610.000000 Penalty: 5510.929688
	Iteration 41Q: 3 clusters Score -1.279961e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -12799603.000000 Penalty: 5510.929688
	Iteration 42Q: 3 clusters Score -1.27996e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -12799587.000000 Penalty: 5510.929688
	Iteration 43Q: 3 clusters Score -1.279959e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49810 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -12799567.000000 Penalty: 5510.929688
	Iteration 44Q: 3 clusters Score -1.279957e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49808 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -12799561.000000 Penalty: 5510.929688
	Iteration 45Q: 3 clusters Score -1.279956e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49813 members 
Mstep: Class 2 contains 17073 members 
Entering Unmasked Estep 
Score: -12799544.000000 Penalty: 5510.929688
	Iteration 46Q: 3 clusters Score -1.279954e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49812 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -12799518.000000 Penalty: 5510.929688
	Iteration 47Q: 3 clusters Score -1.279952e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49809 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -12799505.000000 Penalty: 5510.929688
	Iteration 48Q: 3 clusters Score -1.27995e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49802 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -12799498.000000 Penalty: 5510.929688
	Iteration 49Q: 3 clusters Score -1.27995e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49793 members 
Mstep: Class 2 contains 17093 members 
Entering Unmasked Estep 
Score: -12799483.000000 Penalty: 5510.929688
	Iteration 50Q: 3 clusters Score -1.279948e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -12799478.000000 Penalty: 5510.929688
	Iteration 51Q: 3 clusters Score -1.279948e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49786 members 
Mstep: Class 2 contains 17100 members 
Entering Unmasked Estep 
Score: -12799469.000000 Penalty: 5510.929688
	Iteration 52Q: 3 clusters Score -1.279947e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49784 members 
Mstep: Class 2 contains 17102 members 
Entering Unmasked Estep 
Score: -12799472.000000 Penalty: 5510.929688
	Iteration 53Q: 3 clusters Score -1.279947e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49780 members 
Mstep: Class 2 contains 17106 members 
Entering Unmasked Estep 
Score: -12799468.000000 Penalty: 5510.929688
	Iteration 54Q: 3 clusters Score -1.279947e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49774 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -12799469.000000 Penalty: 5510.929688
	Iteration 55Q: 3 clusters Score -1.279947e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -12799452.000000 Penalty: 5510.929688
	Iteration 56Q: 3 clusters Score -1.279945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49771 members 
Mstep: Class 2 contains 17115 members 
Entering Unmasked Estep 
Score: -12799457.000000 Penalty: 5510.929688
	Iteration 57Q: 3 clusters Score -1.279946e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49769 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -12799454.000000 Penalty: 5510.929688
	Iteration 58Q: 3 clusters Score -1.279945e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49765 members 
Mstep: Class 2 contains 17121 members 
Entering Unmasked Estep 
Score: -12799464.000000 Penalty: 5510.929688
	Iteration 59Q: 3 clusters Score -1.279946e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -12799471.000000 Penalty: 5510.929688
	Iteration 60F: 3 clusters Score -1.279947e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -12799479.000000 Penalty: 5510.929688
	Iteration 61Q: 3 clusters Score -1.279948e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -12799479.000000 Penalty: 5510.929688
	Iteration 62Q: 3 clusters Score -1.279948e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -12799478.000000 Penalty: 5510.929688
	Iteration 63Q: 3 clusters Score -1.279948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49761 members 
Mstep: Class 2 contains 17125 members 
Entering Unmasked Estep 
Score: -12799478.000000 Penalty: 5510.929688
	Iteration 64F: 3 clusters Score -1.279948e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 53634 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 5736 members 
Mstep: Class 15 contains 44549 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 49761 members 
Mstep: Class 18 contains 83919 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 30012 members 
Mstep: Class 28 contains 44831 members 
Mstep: Class 29 contains 40092 members 
Mstep: Class 30 contains 42351 members 
Mstep: Class 31 contains 44391 members 
Mstep: Class 32 contains 86910 members 
Mstep: Class 33 contains 21409 members 
Mstep: Class 34 contains 241 members 
Mstep: Class 35 contains 17125 members 
Entering Unmasked Estep 
Score: -207713888.000000 Penalty: 120873.101562
Splitting cluster 17 changes total score from -207412480.000000 to -207713888.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 18 (83919 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83919 members 
Entering Unmasked Estep 
Score: -15838074.000000 Penalty: 2811.726562
	Iteration 0F: 2 clusters Score -1.583807e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 42079 members 
Entering Unmasked Estep 
Score: -15837526.000000 Penalty: 5623.453125
	Iteration 0F: 3 clusters Score -1.583753e+07 nChanged 39574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 43265 members 
Entering Unmasked Estep 
Score: -15859679.000000 Penalty: 5623.453125
	Iteration 1F: 3 clusters Score -1.585968e+07 nChanged 3849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41875 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
Score: -15860518.000000 Penalty: 5623.453125
	Iteration 2Q: 3 clusters Score -1.586052e+07 nChanged 3623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -15861293.000000 Penalty: 5623.453125
	Iteration 3Q: 3 clusters Score -1.586129e+07 nChanged 3979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46601 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -15862019.000000 Penalty: 5623.453125
	Iteration 4Q: 3 clusters Score -1.586202e+07 nChanged 4812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49677 members 
Mstep: Class 2 contains 34242 members 
Entering Unmasked Estep 
Score: -15862223.000000 Penalty: 5623.453125
	Iteration 5F: 3 clusters Score -1.586222e+07 nChanged 5083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52406 members 
Mstep: Class 2 contains 31513 members 
Entering Unmasked Estep 
Score: -15861921.000000 Penalty: 5623.453125
	Iteration 6F: 3 clusters Score -1.586192e+07 nChanged 5130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53680 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -15862174.000000 Penalty: 5623.453125
	Iteration 7F: 3 clusters Score -1.586217e+07 nChanged 5205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53291 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -15864255.000000 Penalty: 5623.453125
	Iteration 8F: 3 clusters Score -1.586426e+07 nChanged 5495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51600 members 
Mstep: Class 2 contains 32319 members 
Entering Unmasked Estep 
Score: -15868055.000000 Penalty: 5623.453125
	Iteration 9F: 3 clusters Score -1.586806e+07 nChanged 5164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49332 members 
Mstep: Class 2 contains 34587 members 
Entering Unmasked Estep 
Score: -15871822.000000 Penalty: 5623.453125
	Iteration 10F: 3 clusters Score -1.587182e+07 nChanged 3924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47168 members 
Mstep: Class 2 contains 36751 members 
Entering Unmasked Estep 
Score: -15873801.000000 Penalty: 5623.453125
	Iteration 11Q: 3 clusters Score -1.58738e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45486 members 
Mstep: Class 2 contains 38433 members 
Entering Unmasked Estep 
Score: -15874753.000000 Penalty: 5623.453125
	Iteration 12Q: 3 clusters Score -1.587475e+07 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -15875033.000000 Penalty: 5623.453125
	Iteration 13Q: 3 clusters Score -1.587503e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43298 members 
Mstep: Class 2 contains 40621 members 
Entering Unmasked Estep 
Score: -15875200.000000 Penalty: 5623.453125
	Iteration 14Q: 3 clusters Score -1.58752e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42506 members 
Mstep: Class 2 contains 41413 members 
Entering Unmasked Estep 
Score: -15875406.000000 Penalty: 5623.453125
	Iteration 15Q: 3 clusters Score -1.587541e+07 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41755 members 
Mstep: Class 2 contains 42164 members 
Entering Unmasked Estep 
Score: -15875549.000000 Penalty: 5623.453125
	Iteration 16Q: 3 clusters Score -1.587555e+07 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41102 members 
Mstep: Class 2 contains 42817 members 
Entering Unmasked Estep 
Score: -15875671.000000 Penalty: 5623.453125
	Iteration 17Q: 3 clusters Score -1.587567e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40597 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -15875751.000000 Penalty: 5623.453125
	Iteration 18Q: 3 clusters Score -1.587575e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40224 members 
Mstep: Class 2 contains 43695 members 
Entering Unmasked Estep 
Score: -15875715.000000 Penalty: 5623.453125
	Iteration 19Q: 3 clusters Score -1.587572e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39849 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -15875732.000000 Penalty: 5623.453125
	Iteration 20F: 3 clusters Score -1.587573e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -15875764.000000 Penalty: 5623.453125
	Iteration 21Q: 3 clusters Score -1.587576e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 44643 members 
Entering Unmasked Estep 
Score: -15875750.000000 Penalty: 5623.453125
	Iteration 22Q: 3 clusters Score -1.587575e+07 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39049 members 
Mstep: Class 2 contains 44870 members 
Entering Unmasked Estep 
Score: -15875866.000000 Penalty: 5623.453125
	Iteration 23Q: 3 clusters Score -1.587587e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -15875772.000000 Penalty: 5623.453125
	Iteration 24Q: 3 clusters Score -1.587577e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -15875717.000000 Penalty: 5623.453125
	Iteration 25Q: 3 clusters Score -1.587572e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38894 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -15875679.000000 Penalty: 5623.453125
	Iteration 26Q: 3 clusters Score -1.587568e+07 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39006 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -15875777.000000 Penalty: 5623.453125
	Iteration 27Q: 3 clusters Score -1.587578e+07 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39199 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -15875772.000000 Penalty: 5623.453125
	Iteration 28Q: 3 clusters Score -1.587577e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39464 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -15875737.000000 Penalty: 5623.453125
	Iteration 29Q: 3 clusters Score -1.587574e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -15875608.000000 Penalty: 5623.453125
	Iteration 30Q: 3 clusters Score -1.587561e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -15875494.000000 Penalty: 5623.453125
	Iteration 31Q: 3 clusters Score -1.587549e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40538 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -15875420.000000 Penalty: 5623.453125
	Iteration 32Q: 3 clusters Score -1.587542e+07 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40944 members 
Mstep: Class 2 contains 42975 members 
Entering Unmasked Estep 
Score: -15875435.000000 Penalty: 5623.453125
	Iteration 33Q: 3 clusters Score -1.587544e+07 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41372 members 
Mstep: Class 2 contains 42547 members 
Entering Unmasked Estep 
Score: -15875372.000000 Penalty: 5623.453125
	Iteration 34Q: 3 clusters Score -1.587537e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 42220 members 
Entering Unmasked Estep 
Score: -15875250.000000 Penalty: 5623.453125
	Iteration 35Q: 3 clusters Score -1.587525e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41998 members 
Mstep: Class 2 contains 41921 members 
Entering Unmasked Estep 
Score: -15875146.000000 Penalty: 5623.453125
	Iteration 36Q: 3 clusters Score -1.587515e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42259 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -15875017.000000 Penalty: 5623.453125
	Iteration 37Q: 3 clusters Score -1.587502e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 41417 members 
Entering Unmasked Estep 
Score: -15875056.000000 Penalty: 5623.453125
	Iteration 38Q: 3 clusters Score -1.587506e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42729 members 
Mstep: Class 2 contains 41190 members 
Entering Unmasked Estep 
Score: -15875007.000000 Penalty: 5623.453125
	Iteration 39Q: 3 clusters Score -1.587501e+07 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 41057 members 
Entering Unmasked Estep 
Score: -15874958.000000 Penalty: 5623.453125
	Iteration 40F: 3 clusters Score -1.587496e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 40963 members 
Entering Unmasked Estep 
Score: -15874909.000000 Penalty: 5623.453125
	Iteration 41Q: 3 clusters Score -1.587491e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42970 members 
Mstep: Class 2 contains 40949 members 
Entering Unmasked Estep 
Score: -15874902.000000 Penalty: 5623.453125
	Iteration 42Q: 3 clusters Score -1.58749e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42928 members 
Mstep: Class 2 contains 40991 members 
Entering Unmasked Estep 
Score: -15874879.000000 Penalty: 5623.453125
	Iteration 43Q: 3 clusters Score -1.587488e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42865 members 
Mstep: Class 2 contains 41054 members 
Entering Unmasked Estep 
Score: -15874939.000000 Penalty: 5623.453125
	Iteration 44Q: 3 clusters Score -1.587494e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42762 members 
Mstep: Class 2 contains 41157 members 
Entering Unmasked Estep 
Score: -15875028.000000 Penalty: 5623.453125
	Iteration 45Q: 3 clusters Score -1.587503e+07 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42622 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -15875053.000000 Penalty: 5623.453125
	Iteration 46Q: 3 clusters Score -1.587505e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42451 members 
Mstep: Class 2 contains 41468 members 
Entering Unmasked Estep 
Score: -15875067.000000 Penalty: 5623.453125
	Iteration 47Q: 3 clusters Score -1.587507e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42277 members 
Mstep: Class 2 contains 41642 members 
Entering Unmasked Estep 
Score: -15875068.000000 Penalty: 5623.453125
	Iteration 48Q: 3 clusters Score -1.587507e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42097 members 
Mstep: Class 2 contains 41822 members 
Entering Unmasked Estep 
Score: -15875032.000000 Penalty: 5623.453125
	Iteration 49Q: 3 clusters Score -1.587503e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41907 members 
Mstep: Class 2 contains 42012 members 
Entering Unmasked Estep 
Score: -15875011.000000 Penalty: 5623.453125
	Iteration 50Q: 3 clusters Score -1.587501e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 42198 members 
Entering Unmasked Estep 
Score: -15875065.000000 Penalty: 5623.453125
	Iteration 51Q: 3 clusters Score -1.587506e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41576 members 
Mstep: Class 2 contains 42343 members 
Entering Unmasked Estep 
Score: -15875099.000000 Penalty: 5623.453125
	Iteration 52Q: 3 clusters Score -1.58751e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
Score: -15875082.000000 Penalty: 5623.453125
	Iteration 53Q: 3 clusters Score -1.587508e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -15875108.000000 Penalty: 5623.453125
	Iteration 54Q: 3 clusters Score -1.587511e+07 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 42871 members 
Entering Unmasked Estep 
Score: -15875073.000000 Penalty: 5623.453125
	Iteration 55Q: 3 clusters Score -1.587507e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40880 members 
Mstep: Class 2 contains 43039 members 
Entering Unmasked Estep 
Score: -15875036.000000 Penalty: 5623.453125
	Iteration 56Q: 3 clusters Score -1.587504e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40696 members 
Mstep: Class 2 contains 43223 members 
Entering Unmasked Estep 
Score: -15875064.000000 Penalty: 5623.453125
	Iteration 57Q: 3 clusters Score -1.587506e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40511 members 
Mstep: Class 2 contains 43408 members 
Entering Unmasked Estep 
Score: -15875005.000000 Penalty: 5623.453125
	Iteration 58Q: 3 clusters Score -1.5875e+07 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 43580 members 
Entering Unmasked Estep 
Score: -15875094.000000 Penalty: 5623.453125
	Iteration 59Q: 3 clusters Score -1.587509e+07 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -15875143.000000 Penalty: 5623.453125
	Iteration 60F: 3 clusters Score -1.587514e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40041 members 
Mstep: Class 2 contains 43878 members 
Entering Unmasked Estep 
Score: -15875143.000000 Penalty: 5623.453125
	Iteration 61Q: 3 clusters Score -1.587514e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39859 members 
Mstep: Class 2 contains 44060 members 
Entering Unmasked Estep 
Score: -15875255.000000 Penalty: 5623.453125
	Iteration 62Q: 3 clusters Score -1.587526e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39687 members 
Mstep: Class 2 contains 44232 members 
Entering Unmasked Estep 
Score: -15875263.000000 Penalty: 5623.453125
	Iteration 63Q: 3 clusters Score -1.587526e+07 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 44430 members 
Entering Unmasked Estep 
Score: -15875316.000000 Penalty: 5623.453125
	Iteration 64Q: 3 clusters Score -1.587532e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39304 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -15875336.000000 Penalty: 5623.453125
	Iteration 65Q: 3 clusters Score -1.587534e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39122 members 
Mstep: Class 2 contains 44797 members 
Entering Unmasked Estep 
Score: -15875384.000000 Penalty: 5623.453125
	Iteration 66Q: 3 clusters Score -1.587538e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38981 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -15875352.000000 Penalty: 5623.453125
	Iteration 67Q: 3 clusters Score -1.587535e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38852 members 
Mstep: Class 2 contains 45067 members 
Entering Unmasked Estep 
Score: -15875316.000000 Penalty: 5623.453125
	Iteration 68Q: 3 clusters Score -1.587532e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38756 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -15875295.000000 Penalty: 5623.453125
	Iteration 69Q: 3 clusters Score -1.58753e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38661 members 
Mstep: Class 2 contains 45258 members 
Entering Unmasked Estep 
Score: -15875256.000000 Penalty: 5623.453125
	Iteration 70Q: 3 clusters Score -1.587526e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38605 members 
Mstep: Class 2 contains 45314 members 
Entering Unmasked Estep 
Score: -15875233.000000 Penalty: 5623.453125
	Iteration 71Q: 3 clusters Score -1.587523e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38560 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -15875260.000000 Penalty: 5623.453125
	Iteration 72Q: 3 clusters Score -1.587526e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38536 members 
Mstep: Class 2 contains 45383 members 
Entering Unmasked Estep 
Score: -15875247.000000 Penalty: 5623.453125
	Iteration 73Q: 3 clusters Score -1.587525e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38495 members 
Mstep: Class 2 contains 45424 members 
Entering Unmasked Estep 
Score: -15875226.000000 Penalty: 5623.453125
	Iteration 74Q: 3 clusters Score -1.587523e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -15875197.000000 Penalty: 5623.453125
	Iteration 75Q: 3 clusters Score -1.58752e+07 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38511 members 
Mstep: Class 2 contains 45408 members 
Entering Unmasked Estep 
Score: -15875198.000000 Penalty: 5623.453125
	Iteration 76Q: 3 clusters Score -1.58752e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38552 members 
Mstep: Class 2 contains 45367 members 
Entering Unmasked Estep 
Score: -15875126.000000 Penalty: 5623.453125
	Iteration 77Q: 3 clusters Score -1.587513e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38586 members 
Mstep: Class 2 contains 45333 members 
Entering Unmasked Estep 
Score: -15875156.000000 Penalty: 5623.453125
	Iteration 78Q: 3 clusters Score -1.587516e+07 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -15875159.000000 Penalty: 5623.453125
	Iteration 79Q: 3 clusters Score -1.587516e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -15875199.000000 Penalty: 5623.453125
	Iteration 80F: 3 clusters Score -1.58752e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38783 members 
Mstep: Class 2 contains 45136 members 
Entering Unmasked Estep 
Score: -15875183.000000 Penalty: 5623.453125
	Iteration 81Q: 3 clusters Score -1.587518e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38830 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -15875168.000000 Penalty: 5623.453125
	Iteration 82Q: 3 clusters Score -1.587517e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38850 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -15875191.000000 Penalty: 5623.453125
	Iteration 83Q: 3 clusters Score -1.587519e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38871 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -15875189.000000 Penalty: 5623.453125
	Iteration 84Q: 3 clusters Score -1.587519e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38925 members 
Mstep: Class 2 contains 44994 members 
Entering Unmasked Estep 
Score: -15875205.000000 Penalty: 5623.453125
	Iteration 85Q: 3 clusters Score -1.58752e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38970 members 
Mstep: Class 2 contains 44949 members 
Entering Unmasked Estep 
Score: -15875208.000000 Penalty: 5623.453125
	Iteration 86Q: 3 clusters Score -1.587521e+07 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39024 members 
Mstep: Class 2 contains 44895 members 
Entering Unmasked Estep 
Score: -15875212.000000 Penalty: 5623.453125
	Iteration 87Q: 3 clusters Score -1.587521e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39068 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -15875245.000000 Penalty: 5623.453125
	Iteration 88Q: 3 clusters Score -1.587524e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39149 members 
Mstep: Class 2 contains 44770 members 
Entering Unmasked Estep 
Score: -15875275.000000 Penalty: 5623.453125
	Iteration 89Q: 3 clusters Score -1.587528e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39247 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -15875292.000000 Penalty: 5623.453125
	Iteration 90Q: 3 clusters Score -1.587529e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39347 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -15875250.000000 Penalty: 5623.453125
	Iteration 91Q: 3 clusters Score -1.587525e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39454 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -15875259.000000 Penalty: 5623.453125
	Iteration 92Q: 3 clusters Score -1.587526e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -15875265.000000 Penalty: 5623.453125
	Iteration 93Q: 3 clusters Score -1.587526e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39609 members 
Mstep: Class 2 contains 44310 members 
Entering Unmasked Estep 
Score: -15875235.000000 Penalty: 5623.453125
	Iteration 94Q: 3 clusters Score -1.587524e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -15875241.000000 Penalty: 5623.453125
	Iteration 95Q: 3 clusters Score -1.587524e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39740 members 
Mstep: Class 2 contains 44179 members 
Entering Unmasked Estep 
Score: -15875208.000000 Penalty: 5623.453125
	Iteration 96Q: 3 clusters Score -1.587521e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 44115 members 
Entering Unmasked Estep 
Score: -15875198.000000 Penalty: 5623.453125
	Iteration 97Q: 3 clusters Score -1.58752e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39868 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -15875186.000000 Penalty: 5623.453125
	Iteration 98Q: 3 clusters Score -1.587519e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39909 members 
Mstep: Class 2 contains 44010 members 
Entering Unmasked Estep 
Score: -15875213.000000 Penalty: 5623.453125
	Iteration 99Q: 3 clusters Score -1.587521e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39940 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -15875214.000000 Penalty: 5623.453125
	Iteration 100F: 3 clusters Score -1.587521e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39970 members 
Mstep: Class 2 contains 43949 members 
Entering Unmasked Estep 
Score: -15875220.000000 Penalty: 5623.453125
	Iteration 101Q: 3 clusters Score -1.587522e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39987 members 
Mstep: Class 2 contains 43932 members 
Entering Unmasked Estep 
Score: -15875214.000000 Penalty: 5623.453125
	Iteration 102Q: 3 clusters Score -1.587521e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40018 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -15875236.000000 Penalty: 5623.453125
	Iteration 103Q: 3 clusters Score -1.587524e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -15875257.000000 Penalty: 5623.453125
	Iteration 104Q: 3 clusters Score -1.587526e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40074 members 
Mstep: Class 2 contains 43845 members 
Entering Unmasked Estep 
Score: -15875254.000000 Penalty: 5623.453125
	Iteration 105Q: 3 clusters Score -1.587525e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40090 members 
Mstep: Class 2 contains 43829 members 
Entering Unmasked Estep 
Score: -15875252.000000 Penalty: 5623.453125
	Iteration 106Q: 3 clusters Score -1.587525e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 43817 members 
Entering Unmasked Estep 
Score: -15875232.000000 Penalty: 5623.453125
	Iteration 107Q: 3 clusters Score -1.587523e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -15875237.000000 Penalty: 5623.453125
	Iteration 108Q: 3 clusters Score -1.587524e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -15875277.000000 Penalty: 5623.453125
	Iteration 109Q: 3 clusters Score -1.587528e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40145 members 
Mstep: Class 2 contains 43774 members 
Entering Unmasked Estep 
Score: -15875297.000000 Penalty: 5623.453125
	Iteration 110Q: 3 clusters Score -1.58753e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40169 members 
Mstep: Class 2 contains 43750 members 
Entering Unmasked Estep 
Score: -15875272.000000 Penalty: 5623.453125
	Iteration 111Q: 3 clusters Score -1.587527e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40189 members 
Mstep: Class 2 contains 43730 members 
Entering Unmasked Estep 
Score: -15875232.000000 Penalty: 5623.453125
	Iteration 112Q: 3 clusters Score -1.587523e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40202 members 
Mstep: Class 2 contains 43717 members 
Entering Unmasked Estep 
Score: -15875221.000000 Penalty: 5623.453125
	Iteration 113Q: 3 clusters Score -1.587522e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 43698 members 
Entering Unmasked Estep 
Score: -15875258.000000 Penalty: 5623.453125
	Iteration 114Q: 3 clusters Score -1.587526e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40242 members 
Mstep: Class 2 contains 43677 members 
Entering Unmasked Estep 
Score: -15875234.000000 Penalty: 5623.453125
	Iteration 115Q: 3 clusters Score -1.587523e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40263 members 
Mstep: Class 2 contains 43656 members 
Entering Unmasked Estep 
Score: -15875275.000000 Penalty: 5623.453125
	Iteration 116Q: 3 clusters Score -1.587528e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40288 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -15875320.000000 Penalty: 5623.453125
	Iteration 117Q: 3 clusters Score -1.587532e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40302 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -15875300.000000 Penalty: 5623.453125
	Iteration 118Q: 3 clusters Score -1.58753e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -15875297.000000 Penalty: 5623.453125
	Iteration 119Q: 3 clusters Score -1.58753e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 43605 members 
Entering Unmasked Estep 
Score: -15875286.000000 Penalty: 5623.453125
	Iteration 120F: 3 clusters Score -1.587529e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40322 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -15875281.000000 Penalty: 5623.453125
	Iteration 121Q: 3 clusters Score -1.587528e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -15875256.000000 Penalty: 5623.453125
	Iteration 122Q: 3 clusters Score -1.587526e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -15875260.000000 Penalty: 5623.453125
	Iteration 123Q: 3 clusters Score -1.587526e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 43621 members 
Entering Unmasked Estep 
Score: -15875262.000000 Penalty: 5623.453125
	Iteration 124Q: 3 clusters Score -1.587526e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -15875231.000000 Penalty: 5623.453125
	Iteration 125Q: 3 clusters Score -1.587523e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -15875220.000000 Penalty: 5623.453125
	Iteration 126Q: 3 clusters Score -1.587522e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40250 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -15875202.000000 Penalty: 5623.453125
	Iteration 127Q: 3 clusters Score -1.58752e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40236 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -15875204.000000 Penalty: 5623.453125
	Iteration 128Q: 3 clusters Score -1.58752e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40218 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -15875187.000000 Penalty: 5623.453125
	Iteration 129Q: 3 clusters Score -1.587519e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40208 members 
Mstep: Class 2 contains 43711 members 
Entering Unmasked Estep 
Score: -15875180.000000 Penalty: 5623.453125
	Iteration 130Q: 3 clusters Score -1.587518e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40204 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -15875180.000000 Penalty: 5623.453125
	Iteration 131Q: 3 clusters Score -1.587518e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40193 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -15875177.000000 Penalty: 5623.453125
	Iteration 132Q: 3 clusters Score -1.587518e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40167 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -15875181.000000 Penalty: 5623.453125
	Iteration 133Q: 3 clusters Score -1.587518e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -15875198.000000 Penalty: 5623.453125
	Iteration 134Q: 3 clusters Score -1.58752e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -15875193.000000 Penalty: 5623.453125
	Iteration 135Q: 3 clusters Score -1.587519e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40116 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -15875187.000000 Penalty: 5623.453125
	Iteration 136Q: 3 clusters Score -1.587519e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -15875176.000000 Penalty: 5623.453125
	Iteration 137Q: 3 clusters Score -1.587518e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 43806 members 
Entering Unmasked Estep 
Score: -15875172.000000 Penalty: 5623.453125
	Iteration 138Q: 3 clusters Score -1.587517e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40122 members 
Mstep: Class 2 contains 43797 members 
Entering Unmasked Estep 
Score: -15875161.000000 Penalty: 5623.453125
	Iteration 139Q: 3 clusters Score -1.587516e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40135 members 
Mstep: Class 2 contains 43784 members 
Entering Unmasked Estep 
Score: -15875173.000000 Penalty: 5623.453125
	Iteration 140F: 3 clusters Score -1.587517e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40144 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -15875175.000000 Penalty: 5623.453125
	Iteration 141Q: 3 clusters Score -1.587518e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 43761 members 
Entering Unmasked Estep 
Score: -15875194.000000 Penalty: 5623.453125
	Iteration 142Q: 3 clusters Score -1.587519e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -15875185.000000 Penalty: 5623.453125
	Iteration 143Q: 3 clusters Score -1.587518e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -15875153.000000 Penalty: 5623.453125
	Iteration 144Q: 3 clusters Score -1.587515e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -15875154.000000 Penalty: 5623.453125
	Iteration 145Q: 3 clusters Score -1.587515e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40163 members 
Mstep: Class 2 contains 43756 members 
Entering Unmasked Estep 
Score: -15875157.000000 Penalty: 5623.453125
	Iteration 146Q: 3 clusters Score -1.587516e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40164 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -15875131.000000 Penalty: 5623.453125
	Iteration 147Q: 3 clusters Score -1.587513e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40172 members 
Mstep: Class 2 contains 43747 members 
Entering Unmasked Estep 
Score: -15875143.000000 Penalty: 5623.453125
	Iteration 148Q: 3 clusters Score -1.587514e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40165 members 
Mstep: Class 2 contains 43754 members 
Entering Unmasked Estep 
Score: -15875152.000000 Penalty: 5623.453125
	Iteration 149Q: 3 clusters Score -1.587515e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40151 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -15875146.000000 Penalty: 5623.453125
	Iteration 150Q: 3 clusters Score -1.587515e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40150 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -15875146.000000 Penalty: 5623.453125
	Iteration 151Q: 3 clusters Score -1.587515e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40155 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -15875136.000000 Penalty: 5623.453125
	Iteration 152Q: 3 clusters Score -1.587514e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 43753 members 
Entering Unmasked Estep 
Score: -15875121.000000 Penalty: 5623.453125
	Iteration 153Q: 3 clusters Score -1.587512e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -15875087.000000 Penalty: 5623.453125
	Iteration 154Q: 3 clusters Score -1.587509e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40214 members 
Mstep: Class 2 contains 43705 members 
Entering Unmasked Estep 
Score: -15875121.000000 Penalty: 5623.453125
	Iteration 155Q: 3 clusters Score -1.587512e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -15875118.000000 Penalty: 5623.453125
	Iteration 156Q: 3 clusters Score -1.587512e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40256 members 
Mstep: Class 2 contains 43663 members 
Entering Unmasked Estep 
Score: -15875104.000000 Penalty: 5623.453125
	Iteration 157Q: 3 clusters Score -1.58751e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40279 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -15875115.000000 Penalty: 5623.453125
	Iteration 158Q: 3 clusters Score -1.587512e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40292 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -15875122.000000 Penalty: 5623.453125
	Iteration 159Q: 3 clusters Score -1.587512e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 43622 members 
Entering Unmasked Estep 
Score: -15875148.000000 Penalty: 5623.453125
	Iteration 160F: 3 clusters Score -1.587515e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -15875145.000000 Penalty: 5623.453125
	Iteration 161Q: 3 clusters Score -1.587514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -15875151.000000 Penalty: 5623.453125
	Iteration 162Q: 3 clusters Score -1.587515e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -15875157.000000 Penalty: 5623.453125
	Iteration 163Q: 3 clusters Score -1.587516e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40311 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -15875150.000000 Penalty: 5623.453125
	Iteration 164Q: 3 clusters Score -1.587515e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -15875148.000000 Penalty: 5623.453125
	Iteration 165Q: 3 clusters Score -1.587515e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -15875137.000000 Penalty: 5623.453125
	Iteration 166Q: 3 clusters Score -1.587514e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -15875157.000000 Penalty: 5623.453125
	Iteration 167Q: 3 clusters Score -1.587516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40306 members 
Mstep: Class 2 contains 43613 members 
Entering Unmasked Estep 
Score: -15875141.000000 Penalty: 5623.453125
	Iteration 168Q: 3 clusters Score -1.587514e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40301 members 
Mstep: Class 2 contains 43618 members 
Entering Unmasked Estep 
Score: -15875123.000000 Penalty: 5623.453125
	Iteration 169Q: 3 clusters Score -1.587512e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40300 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -15875112.000000 Penalty: 5623.453125
	Iteration 170Q: 3 clusters Score -1.587511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 43612 members 
Entering Unmasked Estep 
Score: -15875120.000000 Penalty: 5623.453125
	Iteration 171Q: 3 clusters Score -1.587512e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -15875139.000000 Penalty: 5623.453125
	Iteration 172Q: 3 clusters Score -1.587514e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 43594 members 
Entering Unmasked Estep 
Score: -15875137.000000 Penalty: 5623.453125
	Iteration 173Q: 3 clusters Score -1.587514e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 43586 members 
Entering Unmasked Estep 
Score: -15875153.000000 Penalty: 5623.453125
	Iteration 174Q: 3 clusters Score -1.587515e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 43568 members 
Entering Unmasked Estep 
Score: -15875160.000000 Penalty: 5623.453125
	Iteration 175Q: 3 clusters Score -1.587516e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 43559 members 
Entering Unmasked Estep 
Score: -15875152.000000 Penalty: 5623.453125
	Iteration 176Q: 3 clusters Score -1.587515e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40370 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -15875151.000000 Penalty: 5623.453125
	Iteration 177Q: 3 clusters Score -1.587515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40376 members 
Mstep: Class 2 contains 43543 members 
Entering Unmasked Estep 
Score: -15875158.000000 Penalty: 5623.453125
	Iteration 178Q: 3 clusters Score -1.587516e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -15875151.000000 Penalty: 5623.453125
	Iteration 179Q: 3 clusters Score -1.587515e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 43527 members 
Entering Unmasked Estep 
Score: -15875165.000000 Penalty: 5623.453125
	Iteration 180F: 3 clusters Score -1.587516e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -15875196.000000 Penalty: 5623.453125
	Iteration 181Q: 3 clusters Score -1.58752e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -15875190.000000 Penalty: 5623.453125
	Iteration 182Q: 3 clusters Score -1.587519e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -15875184.000000 Penalty: 5623.453125
	Iteration 183Q: 3 clusters Score -1.587518e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -15875200.000000 Penalty: 5623.453125
	Iteration 184Q: 3 clusters Score -1.58752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -15875186.000000 Penalty: 5623.453125
	Iteration 185Q: 3 clusters Score -1.587519e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40403 members 
Mstep: Class 2 contains 43516 members 
Entering Unmasked Estep 
Score: -15875187.000000 Penalty: 5623.453125
	Iteration 186Q: 3 clusters Score -1.587519e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 43519 members 
Entering Unmasked Estep 
Score: -15875191.000000 Penalty: 5623.453125
	Iteration 187Q: 3 clusters Score -1.587519e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40401 members 
Mstep: Class 2 contains 43518 members 
Entering Unmasked Estep 
Score: -15875157.000000 Penalty: 5623.453125
	Iteration 188Q: 3 clusters Score -1.587516e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40397 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -15875171.000000 Penalty: 5623.453125
	Iteration 189Q: 3 clusters Score -1.587517e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40398 members 
Mstep: Class 2 contains 43521 members 
Entering Unmasked Estep 
Score: -15875157.000000 Penalty: 5623.453125
	Iteration 190Q: 3 clusters Score -1.587516e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -15875162.000000 Penalty: 5623.453125
	Iteration 191Q: 3 clusters Score -1.587516e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -15875140.000000 Penalty: 5623.453125
	Iteration 192Q: 3 clusters Score -1.587514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -15875138.000000 Penalty: 5623.453125
	Iteration 193Q: 3 clusters Score -1.587514e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -15875123.000000 Penalty: 5623.453125
	Iteration 194Q: 3 clusters Score -1.587512e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40409 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -15875136.000000 Penalty: 5623.453125
	Iteration 195Q: 3 clusters Score -1.587514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -15875143.000000 Penalty: 5623.453125
	Iteration 196Q: 3 clusters Score -1.587514e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -15875137.000000 Penalty: 5623.453125
	Iteration 197Q: 3 clusters Score -1.587514e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 43511 members 
Entering Unmasked Estep 
Score: -15875134.000000 Penalty: 5623.453125
	Iteration 198Q: 3 clusters Score -1.587513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -15875146.000000 Penalty: 5623.453125
	Iteration 199Q: 3 clusters Score -1.587515e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40412 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -15875131.000000 Penalty: 5623.453125
	Iteration 200F: 3 clusters Score -1.587513e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -15875134.000000 Penalty: 5623.453125
	Iteration 201Q: 3 clusters Score -1.587513e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -15875123.000000 Penalty: 5623.453125
	Iteration 202Q: 3 clusters Score -1.587512e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -15875134.000000 Penalty: 5623.453125
	Iteration 203Q: 3 clusters Score -1.587513e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -15875149.000000 Penalty: 5623.453125
	Iteration 204Q: 3 clusters Score -1.587515e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -15875138.000000 Penalty: 5623.453125
	Iteration 205Q: 3 clusters Score -1.587514e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -15875141.000000 Penalty: 5623.453125
	Iteration 206Q: 3 clusters Score -1.587514e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 43495 members 
Entering Unmasked Estep 
Score: -15875141.000000 Penalty: 5623.453125
	Iteration 207Q: 3 clusters Score -1.587514e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 43501 members 
Entering Unmasked Estep 
Score: -15875156.000000 Penalty: 5623.453125
	Iteration 208Q: 3 clusters Score -1.587516e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -15875155.000000 Penalty: 5623.453125
	Iteration 209Q: 3 clusters Score -1.587516e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40441 members 
Mstep: Class 2 contains 43478 members 
Entering Unmasked Estep 
Score: -15875135.000000 Penalty: 5623.453125
	Iteration 210Q: 3 clusters Score -1.587514e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40450 members 
Mstep: Class 2 contains 43469 members 
Entering Unmasked Estep 
Score: -15875170.000000 Penalty: 5623.453125
	Iteration 211Q: 3 clusters Score -1.587517e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40457 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -15875189.000000 Penalty: 5623.453125
	Iteration 212Q: 3 clusters Score -1.587519e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40454 members 
Mstep: Class 2 contains 43465 members 
Entering Unmasked Estep 
Score: -15875198.000000 Penalty: 5623.453125
	Iteration 213Q: 3 clusters Score -1.58752e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 43467 members 
Entering Unmasked Estep 
Score: -15875190.000000 Penalty: 5623.453125
	Iteration 214Q: 3 clusters Score -1.587519e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -15875203.000000 Penalty: 5623.453125
	Iteration 215Q: 3 clusters Score -1.58752e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -15875182.000000 Penalty: 5623.453125
	Iteration 216Q: 3 clusters Score -1.587518e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 43475 members 
Entering Unmasked Estep 
Score: -15875188.000000 Penalty: 5623.453125
	Iteration 217Q: 3 clusters Score -1.587519e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -15875187.000000 Penalty: 5623.453125
	Iteration 218Q: 3 clusters Score -1.587519e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40433 members 
Mstep: Class 2 contains 43486 members 
Entering Unmasked Estep 
Score: -15875223.000000 Penalty: 5623.453125
	Iteration 219Q: 3 clusters Score -1.587522e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40427 members 
Mstep: Class 2 contains 43492 members 
Entering Unmasked Estep 
Score: -15875202.000000 Penalty: 5623.453125
	Iteration 220F: 3 clusters Score -1.58752e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -15875204.000000 Penalty: 5623.453125
	Iteration 221Q: 3 clusters Score -1.58752e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -15875198.000000 Penalty: 5623.453125
	Iteration 222Q: 3 clusters Score -1.58752e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 43502 members 
Entering Unmasked Estep 
Score: -15875208.000000 Penalty: 5623.453125
	Iteration 223Q: 3 clusters Score -1.587521e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40407 members 
Mstep: Class 2 contains 43512 members 
Entering Unmasked Estep 
Score: -15875210.000000 Penalty: 5623.453125
	Iteration 224Q: 3 clusters Score -1.587521e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 43523 members 
Entering Unmasked Estep 
Score: -15875203.000000 Penalty: 5623.453125
	Iteration 225Q: 3 clusters Score -1.58752e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40388 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -15875218.000000 Penalty: 5623.453125
	Iteration 226Q: 3 clusters Score -1.587522e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40379 members 
Mstep: Class 2 contains 43540 members 
Entering Unmasked Estep 
Score: -15875225.000000 Penalty: 5623.453125
	Iteration 227Q: 3 clusters Score -1.587522e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40357 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -15875222.000000 Penalty: 5623.453125
	Iteration 228Q: 3 clusters Score -1.587522e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40332 members 
Mstep: Class 2 contains 43587 members 
Entering Unmasked Estep 
Score: -15875241.000000 Penalty: 5623.453125
	Iteration 229Q: 3 clusters Score -1.587524e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40310 members 
Mstep: Class 2 contains 43609 members 
Entering Unmasked Estep 
Score: -15875238.000000 Penalty: 5623.453125
	Iteration 230Q: 3 clusters Score -1.587524e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40291 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -15875195.000000 Penalty: 5623.453125
	Iteration 231Q: 3 clusters Score -1.58752e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -15875204.000000 Penalty: 5623.453125
	Iteration 232Q: 3 clusters Score -1.58752e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -15875219.000000 Penalty: 5623.453125
	Iteration 233Q: 3 clusters Score -1.587522e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 43650 members 
Entering Unmasked Estep 
Score: -15875222.000000 Penalty: 5623.453125
	Iteration 234Q: 3 clusters Score -1.587522e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 43654 members 
Entering Unmasked Estep 
Score: -15875208.000000 Penalty: 5623.453125
	Iteration 235Q: 3 clusters Score -1.587521e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40261 members 
Mstep: Class 2 contains 43658 members 
Entering Unmasked Estep 
Score: -15875203.000000 Penalty: 5623.453125
	Iteration 236Q: 3 clusters Score -1.58752e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 43666 members 
Entering Unmasked Estep 
Score: -15875190.000000 Penalty: 5623.453125
	Iteration 237Q: 3 clusters Score -1.587519e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40235 members 
Mstep: Class 2 contains 43684 members 
Entering Unmasked Estep 
Score: -15875191.000000 Penalty: 5623.453125
	Iteration 238Q: 3 clusters Score -1.587519e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40207 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -15875169.000000 Penalty: 5623.453125
	Iteration 239Q: 3 clusters Score -1.587517e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40173 members 
Mstep: Class 2 contains 43746 members 
Entering Unmasked Estep 
Score: -15875156.000000 Penalty: 5623.453125
	Iteration 240F: 3 clusters Score -1.587516e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40131 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -15875149.000000 Penalty: 5623.453125
	Iteration 241Q: 3 clusters Score -1.587515e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40089 members 
Mstep: Class 2 contains 43830 members 
Entering Unmasked Estep 
Score: -15875149.000000 Penalty: 5623.453125
	Iteration 242Q: 3 clusters Score -1.587515e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40058 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -15875133.000000 Penalty: 5623.453125
	Iteration 243Q: 3 clusters Score -1.587513e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40035 members 
Mstep: Class 2 contains 43884 members 
Entering Unmasked Estep 
Score: -15875157.000000 Penalty: 5623.453125
	Iteration 244Q: 3 clusters Score -1.587516e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40004 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -15875168.000000 Penalty: 5623.453125
	Iteration 245Q: 3 clusters Score -1.587517e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39968 members 
Mstep: Class 2 contains 43951 members 
Entering Unmasked Estep 
Score: -15875172.000000 Penalty: 5623.453125
	Iteration 246Q: 3 clusters Score -1.587517e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39929 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -15875167.000000 Penalty: 5623.453125
	Iteration 247Q: 3 clusters Score -1.587517e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39887 members 
Mstep: Class 2 contains 44032 members 
Entering Unmasked Estep 
Score: -15875177.000000 Penalty: 5623.453125
	Iteration 248Q: 3 clusters Score -1.587518e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39853 members 
Mstep: Class 2 contains 44066 members 
Entering Unmasked Estep 
Score: -15875134.000000 Penalty: 5623.453125
	Iteration 249Q: 3 clusters Score -1.587513e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -15875134.000000 Penalty: 5623.453125
	Iteration 250Q: 3 clusters Score -1.587513e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 44126 members 
Entering Unmasked Estep 
Score: -15875164.000000 Penalty: 5623.453125
	Iteration 251Q: 3 clusters Score -1.587516e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39768 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -15875148.000000 Penalty: 5623.453125
	Iteration 252Q: 3 clusters Score -1.587515e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -15875154.000000 Penalty: 5623.453125
	Iteration 253Q: 3 clusters Score -1.587515e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39746 members 
Mstep: Class 2 contains 44173 members 
Entering Unmasked Estep 
Score: -15875137.000000 Penalty: 5623.453125
	Iteration 254Q: 3 clusters Score -1.587514e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -15875133.000000 Penalty: 5623.453125
	Iteration 255Q: 3 clusters Score -1.587513e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 44226 members 
Entering Unmasked Estep 
Score: -15875125.000000 Penalty: 5623.453125
	Iteration 256Q: 3 clusters Score -1.587512e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39663 members 
Mstep: Class 2 contains 44256 members 
Entering Unmasked Estep 
Score: -15875087.000000 Penalty: 5623.453125
	Iteration 257Q: 3 clusters Score -1.587509e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39652 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -15875051.000000 Penalty: 5623.453125
	Iteration 258Q: 3 clusters Score -1.587505e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39646 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -15875075.000000 Penalty: 5623.453125
	Iteration 259Q: 3 clusters Score -1.587508e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39633 members 
Mstep: Class 2 contains 44286 members 
Entering Unmasked Estep 
Score: -15875080.000000 Penalty: 5623.453125
	Iteration 260F: 3 clusters Score -1.587508e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39614 members 
Mstep: Class 2 contains 44305 members 
Entering Unmasked Estep 
Score: -15875101.000000 Penalty: 5623.453125
	Iteration 261Q: 3 clusters Score -1.58751e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -15875108.000000 Penalty: 5623.453125
	Iteration 262Q: 3 clusters Score -1.587511e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39574 members 
Mstep: Class 2 contains 44345 members 
Entering Unmasked Estep 
Score: -15875087.000000 Penalty: 5623.453125
	Iteration 263Q: 3 clusters Score -1.587509e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39563 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -15875083.000000 Penalty: 5623.453125
	Iteration 264Q: 3 clusters Score -1.587508e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -15875078.000000 Penalty: 5623.453125
	Iteration 265Q: 3 clusters Score -1.587508e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -15875088.000000 Penalty: 5623.453125
	Iteration 266Q: 3 clusters Score -1.587509e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -15875064.000000 Penalty: 5623.453125
	Iteration 267Q: 3 clusters Score -1.587506e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -15875093.000000 Penalty: 5623.453125
	Iteration 268Q: 3 clusters Score -1.587509e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -15875099.000000 Penalty: 5623.453125
	Iteration 269Q: 3 clusters Score -1.58751e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -15875119.000000 Penalty: 5623.453125
	Iteration 270Q: 3 clusters Score -1.587512e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39525 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -15875116.000000 Penalty: 5623.453125
	Iteration 271Q: 3 clusters Score -1.587512e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39524 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -15875120.000000 Penalty: 5623.453125
	Iteration 272Q: 3 clusters Score -1.587512e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39537 members 
Mstep: Class 2 contains 44382 members 
Entering Unmasked Estep 
Score: -15875112.000000 Penalty: 5623.453125
	Iteration 273Q: 3 clusters Score -1.587511e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39548 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -15875107.000000 Penalty: 5623.453125
	Iteration 274Q: 3 clusters Score -1.587511e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -15875128.000000 Penalty: 5623.453125
	Iteration 275Q: 3 clusters Score -1.587513e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39558 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -15875137.000000 Penalty: 5623.453125
	Iteration 276Q: 3 clusters Score -1.587514e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39550 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -15875131.000000 Penalty: 5623.453125
	Iteration 277Q: 3 clusters Score -1.587513e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -15875142.000000 Penalty: 5623.453125
	Iteration 278Q: 3 clusters Score -1.587514e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 44391 members 
Entering Unmasked Estep 
Score: -15875138.000000 Penalty: 5623.453125
	Iteration 279Q: 3 clusters Score -1.587514e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -15875132.000000 Penalty: 5623.453125
	Iteration 280F: 3 clusters Score -1.587513e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39499 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -15875070.000000 Penalty: 5623.453125
	Iteration 281Q: 3 clusters Score -1.587507e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -15875106.000000 Penalty: 5623.453125
	Iteration 282Q: 3 clusters Score -1.587511e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39507 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -15875102.000000 Penalty: 5623.453125
	Iteration 283Q: 3 clusters Score -1.58751e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39500 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -15875079.000000 Penalty: 5623.453125
	Iteration 284Q: 3 clusters Score -1.587508e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -15875066.000000 Penalty: 5623.453125
	Iteration 285Q: 3 clusters Score -1.587507e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -15875046.000000 Penalty: 5623.453125
	Iteration 286Q: 3 clusters Score -1.587505e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39426 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -15875044.000000 Penalty: 5623.453125
	Iteration 287Q: 3 clusters Score -1.587504e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39401 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -15875023.000000 Penalty: 5623.453125
	Iteration 288Q: 3 clusters Score -1.587502e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 44538 members 
Entering Unmasked Estep 
Score: -15875017.000000 Penalty: 5623.453125
	Iteration 289Q: 3 clusters Score -1.587502e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39377 members 
Mstep: Class 2 contains 44542 members 
Entering Unmasked Estep 
Score: -15875005.000000 Penalty: 5623.453125
	Iteration 290Q: 3 clusters Score -1.5875e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -15875030.000000 Penalty: 5623.453125
	Iteration 291Q: 3 clusters Score -1.587503e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39382 members 
Mstep: Class 2 contains 44537 members 
Entering Unmasked Estep 
Score: -15875017.000000 Penalty: 5623.453125
	Iteration 292Q: 3 clusters Score -1.587502e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39370 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -15875029.000000 Penalty: 5623.453125
	Iteration 293Q: 3 clusters Score -1.587503e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39379 members 
Mstep: Class 2 contains 44540 members 
Entering Unmasked Estep 
Score: -15875056.000000 Penalty: 5623.453125
	Iteration 294Q: 3 clusters Score -1.587506e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -15875051.000000 Penalty: 5623.453125
	Iteration 295Q: 3 clusters Score -1.587505e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39362 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -15875051.000000 Penalty: 5623.453125
	Iteration 296Q: 3 clusters Score -1.587505e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 44555 members 
Entering Unmasked Estep 
Score: -15875034.000000 Penalty: 5623.453125
	Iteration 297Q: 3 clusters Score -1.587503e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 44553 members 
Entering Unmasked Estep 
Score: -15875021.000000 Penalty: 5623.453125
	Iteration 298Q: 3 clusters Score -1.587502e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39369 members 
Mstep: Class 2 contains 44550 members 
Entering Unmasked Estep 
Score: -15875040.000000 Penalty: 5623.453125
	Iteration 299Q: 3 clusters Score -1.587504e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39375 members 
Mstep: Class 2 contains 44544 members 
Entering Unmasked Estep 
Score: -15875026.000000 Penalty: 5623.453125
	Iteration 300F: 3 clusters Score -1.587503e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39368 members 
Mstep: Class 2 contains 44551 members 
Entering Unmasked Estep 
Score: -15875002.000000 Penalty: 5623.453125
	Iteration 301Q: 3 clusters Score -1.5875e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39363 members 
Mstep: Class 2 contains 44556 members 
Entering Unmasked Estep 
Score: -15875011.000000 Penalty: 5623.453125
	Iteration 302Q: 3 clusters Score -1.587501e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39380 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -15875009.000000 Penalty: 5623.453125
	Iteration 303Q: 3 clusters Score -1.587501e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -15875001.000000 Penalty: 5623.453125
	Iteration 304Q: 3 clusters Score -1.5875e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -15875014.000000 Penalty: 5623.453125
	Iteration 305Q: 3 clusters Score -1.587501e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 44473 members 
Entering Unmasked Estep 
Score: -15875057.000000 Penalty: 5623.453125
	Iteration 306Q: 3 clusters Score -1.587506e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39452 members 
Mstep: Class 2 contains 44467 members 
Entering Unmasked Estep 
Score: -15875036.000000 Penalty: 5623.453125
	Iteration 307Q: 3 clusters Score -1.587504e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -15875087.000000 Penalty: 5623.453125
	Iteration 308Q: 3 clusters Score -1.587509e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 44429 members 
Entering Unmasked Estep 
Score: -15875056.000000 Penalty: 5623.453125
	Iteration 309Q: 3 clusters Score -1.587506e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -15875033.000000 Penalty: 5623.453125
	Iteration 310Q: 3 clusters Score -1.587503e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39542 members 
Mstep: Class 2 contains 44377 members 
Entering Unmasked Estep 
Score: -15875079.000000 Penalty: 5623.453125
	Iteration 311Q: 3 clusters Score -1.587508e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -15875102.000000 Penalty: 5623.453125
	Iteration 312Q: 3 clusters Score -1.58751e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39607 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -15875125.000000 Penalty: 5623.453125
	Iteration 313Q: 3 clusters Score -1.587512e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 44275 members 
Entering Unmasked Estep 
Score: -15875123.000000 Penalty: 5623.453125
	Iteration 314Q: 3 clusters Score -1.587512e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39671 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -15875115.000000 Penalty: 5623.453125
	Iteration 315Q: 3 clusters Score -1.587512e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39697 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -15875116.000000 Penalty: 5623.453125
	Iteration 316Q: 3 clusters Score -1.587512e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -15875133.000000 Penalty: 5623.453125
	Iteration 317Q: 3 clusters Score -1.587513e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39709 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -15875136.000000 Penalty: 5623.453125
	Iteration 318Q: 3 clusters Score -1.587514e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39715 members 
Mstep: Class 2 contains 44204 members 
Entering Unmasked Estep 
Score: -15875133.000000 Penalty: 5623.453125
	Iteration 319Q: 3 clusters Score -1.587513e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39701 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -15875125.000000 Penalty: 5623.453125
	Iteration 320F: 3 clusters Score -1.587512e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 44214 members 
Entering Unmasked Estep 
Score: -15875135.000000 Penalty: 5623.453125
	Iteration 321Q: 3 clusters Score -1.587514e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39723 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -15875181.000000 Penalty: 5623.453125
	Iteration 322Q: 3 clusters Score -1.587518e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39749 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -15875168.000000 Penalty: 5623.453125
	Iteration 323Q: 3 clusters Score -1.587517e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -15875178.000000 Penalty: 5623.453125
	Iteration 324Q: 3 clusters Score -1.587518e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39783 members 
Mstep: Class 2 contains 44136 members 
Entering Unmasked Estep 
Score: -15875158.000000 Penalty: 5623.453125
	Iteration 325Q: 3 clusters Score -1.587516e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -15875162.000000 Penalty: 5623.453125
	Iteration 326Q: 3 clusters Score -1.587516e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39870 members 
Mstep: Class 2 contains 44049 members 
Entering Unmasked Estep 
Score: -15875182.000000 Penalty: 5623.453125
	Iteration 327Q: 3 clusters Score -1.587518e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39893 members 
Mstep: Class 2 contains 44026 members 
Entering Unmasked Estep 
Score: -15875198.000000 Penalty: 5623.453125
	Iteration 328Q: 3 clusters Score -1.58752e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -15875194.000000 Penalty: 5623.453125
	Iteration 329Q: 3 clusters Score -1.587519e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -15875217.000000 Penalty: 5623.453125
	Iteration 330Q: 3 clusters Score -1.587522e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -15875220.000000 Penalty: 5623.453125
	Iteration 331Q: 3 clusters Score -1.587522e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39897 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -15875170.000000 Penalty: 5623.453125
	Iteration 332Q: 3 clusters Score -1.587517e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 44020 members 
Entering Unmasked Estep 
Score: -15875205.000000 Penalty: 5623.453125
	Iteration 333Q: 3 clusters Score -1.58752e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39892 members 
Mstep: Class 2 contains 44027 members 
Entering Unmasked Estep 
Score: -15875201.000000 Penalty: 5623.453125
	Iteration 334Q: 3 clusters Score -1.58752e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39867 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -15875224.000000 Penalty: 5623.453125
	Iteration 335Q: 3 clusters Score -1.587522e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39871 members 
Mstep: Class 2 contains 44048 members 
Entering Unmasked Estep 
Score: -15875223.000000 Penalty: 5623.453125
	Iteration 336Q: 3 clusters Score -1.587522e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -15875255.000000 Penalty: 5623.453125
	Iteration 337Q: 3 clusters Score -1.587526e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39889 members 
Mstep: Class 2 contains 44030 members 
Entering Unmasked Estep 
Score: -15875301.000000 Penalty: 5623.453125
	Iteration 338Q: 3 clusters Score -1.58753e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -15875328.000000 Penalty: 5623.453125
	Iteration 339Q: 3 clusters Score -1.587533e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39882 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -15875341.000000 Penalty: 5623.453125
	Iteration 340F: 3 clusters Score -1.587534e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39862 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -15875338.000000 Penalty: 5623.453125
	Iteration 341Q: 3 clusters Score -1.587534e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -15875367.000000 Penalty: 5623.453125
	Iteration 342Q: 3 clusters Score -1.587537e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 44092 members 
Entering Unmasked Estep 
Score: -15875409.000000 Penalty: 5623.453125
	Iteration 343Q: 3 clusters Score -1.587541e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -15875414.000000 Penalty: 5623.453125
	Iteration 344Q: 3 clusters Score -1.587541e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 44117 members 
Entering Unmasked Estep 
Score: -15875419.000000 Penalty: 5623.453125
	Iteration 345Q: 3 clusters Score -1.587542e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39811 members 
Mstep: Class 2 contains 44108 members 
Entering Unmasked Estep 
Score: -15875430.000000 Penalty: 5623.453125
	Iteration 346Q: 3 clusters Score -1.587543e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39823 members 
Mstep: Class 2 contains 44096 members 
Entering Unmasked Estep 
Score: -15875428.000000 Penalty: 5623.453125
	Iteration 347Q: 3 clusters Score -1.587543e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39833 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -15875445.000000 Penalty: 5623.453125
	Iteration 348Q: 3 clusters Score -1.587544e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39831 members 
Mstep: Class 2 contains 44088 members 
Entering Unmasked Estep 
Score: -15875459.000000 Penalty: 5623.453125
	Iteration 349Q: 3 clusters Score -1.587546e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39829 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -15875467.000000 Penalty: 5623.453125
	Iteration 350Q: 3 clusters Score -1.587547e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 44095 members 
Entering Unmasked Estep 
Score: -15875484.000000 Penalty: 5623.453125
	Iteration 351Q: 3 clusters Score -1.587548e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39848 members 
Mstep: Class 2 contains 44071 members 
Entering Unmasked Estep 
Score: -15875512.000000 Penalty: 5623.453125
	Iteration 352Q: 3 clusters Score -1.587551e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39866 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -15875471.000000 Penalty: 5623.453125
	Iteration 353Q: 3 clusters Score -1.587547e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39884 members 
Mstep: Class 2 contains 44035 members 
Entering Unmasked Estep 
Score: -15875463.000000 Penalty: 5623.453125
	Iteration 354Q: 3 clusters Score -1.587546e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39900 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -15875458.000000 Penalty: 5623.453125
	Iteration 355Q: 3 clusters Score -1.587546e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -15875452.000000 Penalty: 5623.453125
	Iteration 356Q: 3 clusters Score -1.587545e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39901 members 
Mstep: Class 2 contains 44018 members 
Entering Unmasked Estep 
Score: -15875464.000000 Penalty: 5623.453125
	Iteration 357Q: 3 clusters Score -1.587546e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39888 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -15875460.000000 Penalty: 5623.453125
	Iteration 358Q: 3 clusters Score -1.587546e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39878 members 
Mstep: Class 2 contains 44041 members 
Entering Unmasked Estep 
Score: -15875424.000000 Penalty: 5623.453125
	Iteration 359Q: 3 clusters Score -1.587542e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39872 members 
Mstep: Class 2 contains 44047 members 
Entering Unmasked Estep 
Score: -15875443.000000 Penalty: 5623.453125
	Iteration 360F: 3 clusters Score -1.587544e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -15875420.000000 Penalty: 5623.453125
	Iteration 361Q: 3 clusters Score -1.587542e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 44116 members 
Entering Unmasked Estep 
Score: -15875389.000000 Penalty: 5623.453125
	Iteration 362Q: 3 clusters Score -1.587539e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 44142 members 
Entering Unmasked Estep 
Score: -15875377.000000 Penalty: 5623.453125
	Iteration 363Q: 3 clusters Score -1.587538e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 44177 members 
Entering Unmasked Estep 
Score: -15875350.000000 Penalty: 5623.453125
	Iteration 364Q: 3 clusters Score -1.587535e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39734 members 
Mstep: Class 2 contains 44185 members 
Entering Unmasked Estep 
Score: -15875345.000000 Penalty: 5623.453125
	Iteration 365Q: 3 clusters Score -1.587534e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39726 members 
Mstep: Class 2 contains 44193 members 
Entering Unmasked Estep 
Score: -15875351.000000 Penalty: 5623.453125
	Iteration 366Q: 3 clusters Score -1.587535e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39725 members 
Mstep: Class 2 contains 44194 members 
Entering Unmasked Estep 
Score: -15875328.000000 Penalty: 5623.453125
	Iteration 367Q: 3 clusters Score -1.587533e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39712 members 
Mstep: Class 2 contains 44207 members 
Entering Unmasked Estep 
Score: -15875322.000000 Penalty: 5623.453125
	Iteration 368Q: 3 clusters Score -1.587532e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -15875316.000000 Penalty: 5623.453125
	Iteration 369Q: 3 clusters Score -1.587532e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39703 members 
Mstep: Class 2 contains 44216 members 
Entering Unmasked Estep 
Score: -15875303.000000 Penalty: 5623.453125
	Iteration 370Q: 3 clusters Score -1.58753e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 44242 members 
Entering Unmasked Estep 
Score: -15875305.000000 Penalty: 5623.453125
	Iteration 371Q: 3 clusters Score -1.58753e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39664 members 
Mstep: Class 2 contains 44255 members 
Entering Unmasked Estep 
Score: -15875317.000000 Penalty: 5623.453125
	Iteration 372Q: 3 clusters Score -1.587532e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39640 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -15875288.000000 Penalty: 5623.453125
	Iteration 373Q: 3 clusters Score -1.587529e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39618 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -15875273.000000 Penalty: 5623.453125
	Iteration 374Q: 3 clusters Score -1.587527e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39593 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -15875267.000000 Penalty: 5623.453125
	Iteration 375Q: 3 clusters Score -1.587527e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39555 members 
Mstep: Class 2 contains 44364 members 
Entering Unmasked Estep 
Score: -15875229.000000 Penalty: 5623.453125
	Iteration 376Q: 3 clusters Score -1.587523e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 44401 members 
Entering Unmasked Estep 
Score: -15875222.000000 Penalty: 5623.453125
	Iteration 377Q: 3 clusters Score -1.587522e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -15875222.000000 Penalty: 5623.453125
	Iteration 378Q: 3 clusters Score -1.587522e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 44408 members 
Entering Unmasked Estep 
Score: -15875228.000000 Penalty: 5623.453125
	Iteration 379Q: 3 clusters Score -1.587523e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39520 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -15875227.000000 Penalty: 5623.453125
	Iteration 380F: 3 clusters Score -1.587523e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39521 members 
Mstep: Class 2 contains 44398 members 
Entering Unmasked Estep 
Score: -15875237.000000 Penalty: 5623.453125
	Iteration 381Q: 3 clusters Score -1.587524e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -15875242.000000 Penalty: 5623.453125
	Iteration 382Q: 3 clusters Score -1.587524e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39522 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -15875236.000000 Penalty: 5623.453125
	Iteration 383Q: 3 clusters Score -1.587524e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39517 members 
Mstep: Class 2 contains 44402 members 
Entering Unmasked Estep 
Score: -15875247.000000 Penalty: 5623.453125
	Iteration 384Q: 3 clusters Score -1.587525e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39519 members 
Mstep: Class 2 contains 44400 members 
Entering Unmasked Estep 
Score: -15875251.000000 Penalty: 5623.453125
	Iteration 385Q: 3 clusters Score -1.587525e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 44409 members 
Entering Unmasked Estep 
Score: -15875248.000000 Penalty: 5623.453125
	Iteration 386Q: 3 clusters Score -1.587525e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -15875272.000000 Penalty: 5623.453125
	Iteration 387Q: 3 clusters Score -1.587527e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -15875270.000000 Penalty: 5623.453125
	Iteration 388Q: 3 clusters Score -1.587527e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -15875265.000000 Penalty: 5623.453125
	Iteration 389Q: 3 clusters Score -1.587526e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -15875277.000000 Penalty: 5623.453125
	Iteration 390Q: 3 clusters Score -1.587528e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 44428 members 
Entering Unmasked Estep 
Score: -15875283.000000 Penalty: 5623.453125
	Iteration 391Q: 3 clusters Score -1.587528e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -15875295.000000 Penalty: 5623.453125
	Iteration 392Q: 3 clusters Score -1.58753e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 44427 members 
Entering Unmasked Estep 
Score: -15875279.000000 Penalty: 5623.453125
	Iteration 393Q: 3 clusters Score -1.587528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -15875268.000000 Penalty: 5623.453125
	Iteration 394Q: 3 clusters Score -1.587527e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39505 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -15875273.000000 Penalty: 5623.453125
	Iteration 395Q: 3 clusters Score -1.587527e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 44413 members 
Entering Unmasked Estep 
Score: -15875295.000000 Penalty: 5623.453125
	Iteration 396Q: 3 clusters Score -1.58753e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -15875295.000000 Penalty: 5623.453125
	Iteration 397Q: 3 clusters Score -1.58753e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 44424 members 
Entering Unmasked Estep 
Score: -15875287.000000 Penalty: 5623.453125
	Iteration 398Q: 3 clusters Score -1.587529e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -15875293.000000 Penalty: 5623.453125
	Iteration 399Q: 3 clusters Score -1.587529e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39471 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -15875294.000000 Penalty: 5623.453125
	Iteration 400F: 3 clusters Score -1.587529e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -15875294.000000 Penalty: 5623.453125
	Iteration 401Q: 3 clusters Score -1.587529e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39451 members 
Mstep: Class 2 contains 44468 members 
Entering Unmasked Estep 
Score: -15875298.000000 Penalty: 5623.453125
	Iteration 402Q: 3 clusters Score -1.58753e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -15875287.000000 Penalty: 5623.453125
	Iteration 403Q: 3 clusters Score -1.587529e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 44464 members 
Entering Unmasked Estep 
Score: -15875277.000000 Penalty: 5623.453125
	Iteration 404Q: 3 clusters Score -1.587528e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -15875281.000000 Penalty: 5623.453125
	Iteration 405Q: 3 clusters Score -1.587528e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 44456 members 
Entering Unmasked Estep 
Score: -15875270.000000 Penalty: 5623.453125
	Iteration 406Q: 3 clusters Score -1.587527e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39461 members 
Mstep: Class 2 contains 44458 members 
Entering Unmasked Estep 
Score: -15875281.000000 Penalty: 5623.453125
	Iteration 407Q: 3 clusters Score -1.587528e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39456 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -15875281.000000 Penalty: 5623.453125
	Iteration 408Q: 3 clusters Score -1.587528e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -15875291.000000 Penalty: 5623.453125
	Iteration 409Q: 3 clusters Score -1.587529e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39470 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -15875295.000000 Penalty: 5623.453125
	Iteration 410Q: 3 clusters Score -1.58753e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 44442 members 
Entering Unmasked Estep 
Score: -15875302.000000 Penalty: 5623.453125
	Iteration 411Q: 3 clusters Score -1.58753e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -15875299.000000 Penalty: 5623.453125
	Iteration 412Q: 3 clusters Score -1.58753e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -15875318.000000 Penalty: 5623.453125
	Iteration 413Q: 3 clusters Score -1.587532e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39485 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -15875315.000000 Penalty: 5623.453125
	Iteration 414Q: 3 clusters Score -1.587532e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39482 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -15875304.000000 Penalty: 5623.453125
	Iteration 415Q: 3 clusters Score -1.58753e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39481 members 
Mstep: Class 2 contains 44438 members 
Entering Unmasked Estep 
Score: -15875294.000000 Penalty: 5623.453125
	Iteration 416Q: 3 clusters Score -1.587529e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -15875298.000000 Penalty: 5623.453125
	Iteration 417Q: 3 clusters Score -1.58753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -15875293.000000 Penalty: 5623.453125
	Iteration 418Q: 3 clusters Score -1.587529e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -15875295.000000 Penalty: 5623.453125
	Iteration 419Q: 3 clusters Score -1.58753e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39476 members 
Mstep: Class 2 contains 44443 members 
Entering Unmasked Estep 
Score: -15875280.000000 Penalty: 5623.453125
	Iteration 420F: 3 clusters Score -1.587528e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -15875293.000000 Penalty: 5623.453125
	Iteration 421Q: 3 clusters Score -1.587529e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39472 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -15875308.000000 Penalty: 5623.453125
	Iteration 422Q: 3 clusters Score -1.587531e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39469 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -15875300.000000 Penalty: 5623.453125
	Iteration 423Q: 3 clusters Score -1.58753e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39468 members 
Mstep: Class 2 contains 44451 members 
Entering Unmasked Estep 
Score: -15875287.000000 Penalty: 5623.453125
	Iteration 424Q: 3 clusters Score -1.587529e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 44461 members 
Entering Unmasked Estep 
Score: -15875291.000000 Penalty: 5623.453125
	Iteration 425Q: 3 clusters Score -1.587529e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -15875292.000000 Penalty: 5623.453125
	Iteration 426Q: 3 clusters Score -1.587529e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39447 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -15875282.000000 Penalty: 5623.453125
	Iteration 427Q: 3 clusters Score -1.587528e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 44476 members 
Entering Unmasked Estep 
Score: -15875275.000000 Penalty: 5623.453125
	Iteration 428Q: 3 clusters Score -1.587528e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39438 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -15875277.000000 Penalty: 5623.453125
	Iteration 429Q: 3 clusters Score -1.587528e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -15875279.000000 Penalty: 5623.453125
	Iteration 430Q: 3 clusters Score -1.587528e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -15875282.000000 Penalty: 5623.453125
	Iteration 431Q: 3 clusters Score -1.587528e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39433 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -15875272.000000 Penalty: 5623.453125
	Iteration 432Q: 3 clusters Score -1.587527e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -15875269.000000 Penalty: 5623.453125
	Iteration 433Q: 3 clusters Score -1.587527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39434 members 
Mstep: Class 2 contains 44485 members 
Entering Unmasked Estep 
Score: -15875269.000000 Penalty: 5623.453125
	Iteration 434F: 3 clusters Score -1.587527e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 53634 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 5736 members 
Mstep: Class 15 contains 44549 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 49761 members 
Mstep: Class 18 contains 39434 members 
Mstep: Class 19 contains 1701 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 30012 members 
Mstep: Class 28 contains 44831 members 
Mstep: Class 29 contains 40092 members 
Mstep: Class 30 contains 42351 members 
Mstep: Class 31 contains 44391 members 
Mstep: Class 32 contains 86910 members 
Mstep: Class 33 contains 21409 members 
Mstep: Class 34 contains 241 members 
Mstep: Class 35 contains 17125 members 
Mstep: Class 36 contains 44485 members 
Entering Unmasked Estep 
Score: -207752144.000000 Penalty: 124326.617188
Splitting cluster 18 changes total score from -207412480.000000 to -207752144.000000
So it's getting split into cluster 36.
Entering ConstructFrom: 
Trying to split cluster 19 (1701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Entering Unmasked Estep 
Score: -286045.312500 Penalty: 1844.864990
	Iteration 0F: 2 clusters Score -286045.3 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 867 members 
Entering Unmasked Estep 
Score: -284157.375000 Penalty: 3689.729980
	Iteration 0F: 3 clusters Score -284157.4 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -285775.093750 Penalty: 3689.729980
	Iteration 1F: 3 clusters Score -285775.1 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -286832.187500 Penalty: 3689.729980
	Iteration 2F: 3 clusters Score -286832.2 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -287599.718750 Penalty: 3689.729980
	Iteration 3F: 3 clusters Score -287599.7 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -288282.750000 Penalty: 3689.729980
	Iteration 4F: 3 clusters Score -288282.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -288682.156250 Penalty: 3689.729980
	Iteration 5Q: 3 clusters Score -288682.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -288961.937500 Penalty: 3689.729980
	Iteration 6Q: 3 clusters Score -288961.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -289253.875000 Penalty: 3689.729980
	Iteration 7Q: 3 clusters Score -289253.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -289515.468750 Penalty: 3689.729980
	Iteration 8Q: 3 clusters Score -289515.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 1093 members 
Entering Unmasked Estep 
Score: -289589.687500 Penalty: 3689.729980
	Iteration 9Q: 3 clusters Score -289589.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -289602.000000 Penalty: 3689.729980
	Iteration 10Q: 3 clusters Score -289602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -289607.593750 Penalty: 3689.729980
	Iteration 11Q: 3 clusters Score -289607.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -289610.843750 Penalty: 3689.729980
	Iteration 12Q: 3 clusters Score -289610.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -289610.843750 Penalty: 3689.729980
	Iteration 13F: 3 clusters Score -289610.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 53634 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 5736 members 
Mstep: Class 15 contains 44549 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 49761 members 
Mstep: Class 18 contains 39434 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 20 contains 1766 members 
Mstep: Class 21 contains 37943 members 
Mstep: Class 22 contains 34807 members 
Mstep: Class 23 contains 44630 members 
Mstep: Class 24 contains 25450 members 
Mstep: Class 25 contains 23591 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 30012 members 
Mstep: Class 28 contains 44831 members 
Mstep: Class 29 contains 40092 members 
Mstep: Class 30 contains 42351 members 
Mstep: Class 31 contains 44391 members 
Mstep: Class 32 contains 86910 members 
Mstep: Class 33 contains 21409 members 
Mstep: Class 34 contains 241 members 
Mstep: Class 35 contains 17125 members 
Mstep: Class 36 contains 44485 members 
Mstep: Class 37 contains 1071 members 
Entering Unmasked Estep 
Score: -207754048.000000 Penalty: 127780.132812
Splitting cluster 19 changes total score from -207412480.000000 to -207754048.000000
So it's getting split into cluster 37.
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 36736 members 
Mstep: Class 3 contains 31974 members 
Mstep: Class 4 contains 3470 members 
Mstep: Class 5 contains 41845 members 
Mstep: Class 6 contains 42545 members 
Mstep: Class 7 contains 677 members 
Mstep: Class 8 contains 40561 members 
Mstep: Class 9 contains 2319 members 
Mstep: Class 10 contains 41627 members 
Mstep: Class 11 contains 54183 members 
Mstep: Class 12 contains 53634 members 
Mstep: Class 13 contains 76175 members 
Mstep: Class 14 contains 5736 members 
Mstep: Class 15 contains 44549 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 49761 members 
Mstep: Class 18 contains 39434 members 
Mstep: Class 19 contains 630 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207817120.000000 Penalty: 127780.132812
Iteration 39Q: 38 clusters Score -2.078171e+08 nChanged 99325
Entering Unmasked Mstep 
Mstep: Class 0 contains 177 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 38577 members 
Mstep: Class 3 contains 39336 members 
Mstep: Class 4 contains 3440 members 
Mstep: Class 5 contains 46803 members 
Mstep: Class 6 contains 43951 members 
Mstep: Class 7 contains 641 members 
Mstep: Class 8 contains 43955 members 
Mstep: Class 9 contains 2463 members 
Mstep: Class 10 contains 45630 members 
Mstep: Class 11 contains 56602 members 
Mstep: Class 12 contains 54823 members 
Mstep: Class 13 contains 73878 members 
Mstep: Class 14 contains 6559 members 
Mstep: Class 15 contains 45061 members 
Mstep: Class 16 contains 1541 members 
Mstep: Class 17 contains 48826 members 
Mstep: Class 18 contains 44643 members 
Mstep: Class 19 contains 630 members 
Mstep: Class 20 contains 1745 members 
Mstep: Class 21 contains 35923 members 
Mstep: Class 22 contains 33553 members 
Mstep: Class 23 contains 39068 members 
Mstep: Class 24 contains 26673 members 
Mstep: Class 25 contains 21699 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 27193 members 
Mstep: Class 28 contains 42308 members 
Mstep: Class 29 contains 37240 members 
Mstep: Class 30 contains 42455 members 
Mstep: Class 31 contains 44720 members 
Mstep: Class 32 contains 78275 members 
Mstep: Class 33 contains 20027 members 
Mstep: Class 34 contains 242 members 
Mstep: Class 35 contains 16465 members 
Mstep: Class 36 contains 42052 members 
Mstep: Class 37 contains 1171 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207854384.000000 Penalty: 127780.132812
Iteration 40F: 38 clusters Score -2.078544e+08 nChanged 83028
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 38313 members 
Mstep: Class 3 contains 43868 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 47348 members 
Mstep: Class 6 contains 42790 members 
Mstep: Class 7 contains 591 members 
Mstep: Class 8 contains 45595 members 
Mstep: Class 9 contains 2562 members 
Mstep: Class 10 contains 45746 members 
Mstep: Class 11 contains 52615 members 
Mstep: Class 12 contains 53583 members 
Mstep: Class 13 contains 64513 members 
Mstep: Class 14 contains 6691 members 
Mstep: Class 15 contains 40504 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 44603 members 
Mstep: Class 18 contains 46796 members 
Mstep: Class 19 contains 653 members 
Mstep: Class 20 contains 1733 members 
Mstep: Class 21 contains 37182 members 
Mstep: Class 22 contains 34041 members 
Mstep: Class 23 contains 36304 members 
Mstep: Class 24 contains 27721 members 
Mstep: Class 25 contains 21541 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 27355 members 
Mstep: Class 28 contains 41946 members 
Mstep: Class 29 contains 40151 members 
Mstep: Class 30 contains 48200 members 
Mstep: Class 31 contains 49036 members 
Mstep: Class 32 contains 78229 members 
Mstep: Class 33 contains 20236 members 
Mstep: Class 34 contains 243 members 
Mstep: Class 35 contains 16872 members 
Mstep: Class 36 contains 44136 members 
Mstep: Class 37 contains 1394 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207868336.000000 Penalty: 127780.132812
Iteration 41F: 38 clusters Score -2.078683e+08 nChanged 53333
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 39095 members 
Mstep: Class 3 contains 46934 members 
Mstep: Class 4 contains 3544 members 
Mstep: Class 5 contains 47073 members 
Mstep: Class 6 contains 42355 members 
Mstep: Class 7 contains 546 members 
Mstep: Class 8 contains 46147 members 
Mstep: Class 9 contains 2620 members 
Mstep: Class 10 contains 44927 members 
Mstep: Class 11 contains 50278 members 
Mstep: Class 12 contains 53612 members 
Mstep: Class 13 contains 58711 members 
Mstep: Class 14 contains 6867 members 
Mstep: Class 15 contains 37929 members 
Mstep: Class 16 contains 1546 members 
Mstep: Class 17 contains 42269 members 
Mstep: Class 18 contains 48729 members 
Mstep: Class 19 contains 674 members 
Mstep: Class 20 contains 1728 members 
Mstep: Class 21 contains 37334 members 
Mstep: Class 22 contains 34434 members 
Mstep: Class 23 contains 34356 members 
Mstep: Class 24 contains 28680 members 
Mstep: Class 25 contains 21517 members 
Mstep: Class 26 contains 1839 members 
Mstep: Class 27 contains 27727 members 
Mstep: Class 28 contains 41091 members 
Mstep: Class 29 contains 41358 members 
Mstep: Class 30 contains 52070 members 
Mstep: Class 31 contains 53232 members 
Mstep: Class 32 contains 76687 members 
Mstep: Class 33 contains 20300 members 
Mstep: Class 34 contains 245 members 
Mstep: Class 35 contains 16976 members 
Mstep: Class 36 contains 44932 members 
Mstep: Class 37 contains 1474 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207873584.000000 Penalty: 127780.132812
Iteration 42Q: 38 clusters Score -2.078736e+08 nChanged 42831
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6363 members 
Mstep: Class 2 contains 40000 members 
Mstep: Class 3 contains 48328 members 
Mstep: Class 4 contains 3602 members 
Mstep: Class 5 contains 46692 members 
Mstep: Class 6 contains 42435 members 
Mstep: Class 7 contains 495 members 
Mstep: Class 8 contains 46326 members 
Mstep: Class 9 contains 2694 members 
Mstep: Class 10 contains 44183 members 
Mstep: Class 11 contains 48905 members 
Mstep: Class 12 contains 53539 members 
Mstep: Class 13 contains 54586 members 
Mstep: Class 14 contains 7047 members 
Mstep: Class 15 contains 36231 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 40860 members 
Mstep: Class 18 contains 49942 members 
Mstep: Class 19 contains 682 members 
Mstep: Class 20 contains 1725 members 
Mstep: Class 21 contains 37336 members 
Mstep: Class 22 contains 34142 members 
Mstep: Class 23 contains 33030 members 
Mstep: Class 24 contains 29501 members 
Mstep: Class 25 contains 21611 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 28682 members 
Mstep: Class 28 contains 40092 members 
Mstep: Class 29 contains 42021 members 
Mstep: Class 30 contains 54842 members 
Mstep: Class 31 contains 57530 members 
Mstep: Class 32 contains 75239 members 
Mstep: Class 33 contains 20328 members 
Mstep: Class 34 contains 248 members 
Mstep: Class 35 contains 16972 members 
Mstep: Class 36 contains 45003 members 
Mstep: Class 37 contains 1512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207877072.000000 Penalty: 127780.132812
Iteration 43Q: 38 clusters Score -2.078771e+08 nChanged 37436
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 41024 members 
Mstep: Class 3 contains 48593 members 
Mstep: Class 4 contains 3652 members 
Mstep: Class 5 contains 46257 members 
Mstep: Class 6 contains 42646 members 
Mstep: Class 7 contains 470 members 
Mstep: Class 8 contains 46243 members 
Mstep: Class 9 contains 2757 members 
Mstep: Class 10 contains 43485 members 
Mstep: Class 11 contains 48122 members 
Mstep: Class 12 contains 52390 members 
Mstep: Class 13 contains 51739 members 
Mstep: Class 14 contains 7205 members 
Mstep: Class 15 contains 35223 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 40020 members 
Mstep: Class 18 contains 50352 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 1728 members 
Mstep: Class 21 contains 37113 members 
Mstep: Class 22 contains 33574 members 
Mstep: Class 23 contains 32038 members 
Mstep: Class 24 contains 30228 members 
Mstep: Class 25 contains 21741 members 
Mstep: Class 26 contains 1839 members 
Mstep: Class 27 contains 30047 members 
Mstep: Class 28 contains 39167 members 
Mstep: Class 29 contains 42448 members 
Mstep: Class 30 contains 56661 members 
Mstep: Class 31 contains 61991 members 
Mstep: Class 32 contains 74483 members 
Mstep: Class 33 contains 20430 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 16998 members 
Mstep: Class 36 contains 45024 members 
Mstep: Class 37 contains 1540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879616.000000 Penalty: 127780.132812
Iteration 44Q: 38 clusters Score -2.078796e+08 nChanged 32847
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 42017 members 
Mstep: Class 3 contains 48524 members 
Mstep: Class 4 contains 3684 members 
Mstep: Class 5 contains 45885 members 
Mstep: Class 6 contains 42753 members 
Mstep: Class 7 contains 456 members 
Mstep: Class 8 contains 45847 members 
Mstep: Class 9 contains 2820 members 
Mstep: Class 10 contains 42899 members 
Mstep: Class 11 contains 47799 members 
Mstep: Class 12 contains 50217 members 
Mstep: Class 13 contains 49565 members 
Mstep: Class 14 contains 7323 members 
Mstep: Class 15 contains 34664 members 
Mstep: Class 16 contains 1544 members 
Mstep: Class 17 contains 39641 members 
Mstep: Class 18 contains 50236 members 
Mstep: Class 19 contains 680 members 
Mstep: Class 20 contains 1731 members 
Mstep: Class 21 contains 36787 members 
Mstep: Class 22 contains 32907 members 
Mstep: Class 23 contains 31329 members 
Mstep: Class 24 contains 30826 members 
Mstep: Class 25 contains 21887 members 
Mstep: Class 26 contains 1838 members 
Mstep: Class 27 contains 31527 members 
Mstep: Class 28 contains 38406 members 
Mstep: Class 29 contains 42675 members 
Mstep: Class 30 contains 58053 members 
Mstep: Class 31 contains 65954 members 
Mstep: Class 32 contains 74467 members 
Mstep: Class 33 contains 20612 members 
Mstep: Class 34 contains 256 members 
Mstep: Class 35 contains 17170 members 
Mstep: Class 36 contains 45152 members 
Mstep: Class 37 contains 1551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207880592.000000 Penalty: 127780.132812
Iteration 45Q: 38 clusters Score -2.078806e+08 nChanged 29734
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6434 members 
Mstep: Class 2 contains 43156 members 
Mstep: Class 3 contains 48385 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 45478 members 
Mstep: Class 6 contains 42710 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 45467 members 
Mstep: Class 9 contains 2871 members 
Mstep: Class 10 contains 42185 members 
Mstep: Class 11 contains 48149 members 
Mstep: Class 12 contains 47670 members 
Mstep: Class 13 contains 47975 members 
Mstep: Class 14 contains 7435 members 
Mstep: Class 15 contains 34385 members 
Mstep: Class 16 contains 1547 members 
Mstep: Class 17 contains 39445 members 
Mstep: Class 18 contains 49915 members 
Mstep: Class 19 contains 675 members 
Mstep: Class 20 contains 1733 members 
Mstep: Class 21 contains 36435 members 
Mstep: Class 22 contains 32315 members 
Mstep: Class 23 contains 30701 members 
Mstep: Class 24 contains 31373 members 
Mstep: Class 25 contains 22021 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 32863 members 
Mstep: Class 28 contains 37779 members 
Mstep: Class 29 contains 42837 members 
Mstep: Class 30 contains 58890 members 
Mstep: Class 31 contains 68915 members 
Mstep: Class 32 contains 74789 members 
Mstep: Class 33 contains 20807 members 
Mstep: Class 34 contains 253 members 
Mstep: Class 35 contains 17375 members 
Mstep: Class 36 contains 45568 members 
Mstep: Class 37 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207880096.000000 Penalty: 127780.132812
Iteration 46Q: 38 clusters Score -2.078801e+08 nChanged 27172
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6444 members 
Mstep: Class 2 contains 44205 members 
Mstep: Class 3 contains 48283 members 
Mstep: Class 4 contains 3758 members 
Mstep: Class 5 contains 45155 members 
Mstep: Class 6 contains 42541 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 45083 members 
Mstep: Class 9 contains 2934 members 
Mstep: Class 10 contains 41523 members 
Mstep: Class 11 contains 49019 members 
Mstep: Class 12 contains 44887 members 
Mstep: Class 13 contains 46666 members 
Mstep: Class 14 contains 7497 members 
Mstep: Class 15 contains 34385 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 39407 members 
Mstep: Class 18 contains 49680 members 
Mstep: Class 19 contains 672 members 
Mstep: Class 20 contains 1735 members 
Mstep: Class 21 contains 36083 members 
Mstep: Class 22 contains 31820 members 
Mstep: Class 23 contains 30187 members 
Mstep: Class 24 contains 31860 members 
Mstep: Class 25 contains 22083 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 34054 members 
Mstep: Class 28 contains 37242 members 
Mstep: Class 29 contains 42934 members 
Mstep: Class 30 contains 59369 members 
Mstep: Class 31 contains 71038 members 
Mstep: Class 32 contains 75189 members 
Mstep: Class 33 contains 21009 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 17556 members 
Mstep: Class 36 contains 46153 members 
Mstep: Class 37 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879472.000000 Penalty: 127780.132812
Iteration 47Q: 38 clusters Score -2.078795e+08 nChanged 25094
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 45249 members 
Mstep: Class 3 contains 48231 members 
Mstep: Class 4 contains 3788 members 
Mstep: Class 5 contains 44833 members 
Mstep: Class 6 contains 42353 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 44758 members 
Mstep: Class 9 contains 2971 members 
Mstep: Class 10 contains 40892 members 
Mstep: Class 11 contains 50247 members 
Mstep: Class 12 contains 42456 members 
Mstep: Class 13 contains 45588 members 
Mstep: Class 14 contains 7554 members 
Mstep: Class 15 contains 34577 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 39383 members 
Mstep: Class 18 contains 49508 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 1736 members 
Mstep: Class 21 contains 35668 members 
Mstep: Class 22 contains 31450 members 
Mstep: Class 23 contains 29705 members 
Mstep: Class 24 contains 32340 members 
Mstep: Class 25 contains 22080 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 35119 members 
Mstep: Class 28 contains 36749 members 
Mstep: Class 29 contains 43036 members 
Mstep: Class 30 contains 59505 members 
Mstep: Class 31 contains 72444 members 
Mstep: Class 32 contains 75369 members 
Mstep: Class 33 contains 21210 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 17728 members 
Mstep: Class 36 contains 46777 members 
Mstep: Class 37 contains 1578 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879328.000000 Penalty: 127780.132812
Iteration 48Q: 38 clusters Score -2.078793e+08 nChanged 22634
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 46222 members 
Mstep: Class 3 contains 48130 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 44571 members 
Mstep: Class 6 contains 42163 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 44455 members 
Mstep: Class 9 contains 2996 members 
Mstep: Class 10 contains 40358 members 
Mstep: Class 11 contains 51588 members 
Mstep: Class 12 contains 40533 members 
Mstep: Class 13 contains 44638 members 
Mstep: Class 14 contains 7580 members 
Mstep: Class 15 contains 34870 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 39527 members 
Mstep: Class 18 contains 49362 members 
Mstep: Class 19 contains 669 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 35313 members 
Mstep: Class 22 contains 31125 members 
Mstep: Class 23 contains 29316 members 
Mstep: Class 24 contains 32749 members 
Mstep: Class 25 contains 22067 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 36064 members 
Mstep: Class 28 contains 36332 members 
Mstep: Class 29 contains 43110 members 
Mstep: Class 30 contains 59462 members 
Mstep: Class 31 contains 73135 members 
Mstep: Class 32 contains 75491 members 
Mstep: Class 33 contains 21371 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 17874 members 
Mstep: Class 36 contains 47323 members 
Mstep: Class 37 contains 1577 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879568.000000 Penalty: 127780.132812
Iteration 49Q: 38 clusters Score -2.078796e+08 nChanged 20328
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6535 members 
Mstep: Class 2 contains 47108 members 
Mstep: Class 3 contains 48069 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 44311 members 
Mstep: Class 6 contains 41987 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 44288 members 
Mstep: Class 9 contains 3024 members 
Mstep: Class 10 contains 39849 members 
Mstep: Class 11 contains 52968 members 
Mstep: Class 12 contains 39224 members 
Mstep: Class 13 contains 43893 members 
Mstep: Class 14 contains 7586 members 
Mstep: Class 15 contains 35233 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 39661 members 
Mstep: Class 18 contains 49238 members 
Mstep: Class 19 contains 668 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 35064 members 
Mstep: Class 22 contains 30906 members 
Mstep: Class 23 contains 28959 members 
Mstep: Class 24 contains 33170 members 
Mstep: Class 25 contains 22008 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 36850 members 
Mstep: Class 28 contains 35963 members 
Mstep: Class 29 contains 43075 members 
Mstep: Class 30 contains 59267 members 
Mstep: Class 31 contains 73227 members 
Mstep: Class 32 contains 75445 members 
Mstep: Class 33 contains 21521 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 18015 members 
Mstep: Class 36 contains 47781 members 
Mstep: Class 37 contains 1566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878432.000000 Penalty: 127780.132812
Iteration 50Q: 38 clusters Score -2.078784e+08 nChanged 18173
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6568 members 
Mstep: Class 2 contains 47780 members 
Mstep: Class 3 contains 47999 members 
Mstep: Class 4 contains 3856 members 
Mstep: Class 5 contains 44063 members 
Mstep: Class 6 contains 41791 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 44204 members 
Mstep: Class 9 contains 3053 members 
Mstep: Class 10 contains 39562 members 
Mstep: Class 11 contains 54288 members 
Mstep: Class 12 contains 38444 members 
Mstep: Class 13 contains 43288 members 
Mstep: Class 14 contains 7544 members 
Mstep: Class 15 contains 35585 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 39827 members 
Mstep: Class 18 contains 49015 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 34834 members 
Mstep: Class 22 contains 30695 members 
Mstep: Class 23 contains 28629 members 
Mstep: Class 24 contains 33598 members 
Mstep: Class 25 contains 21929 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 37627 members 
Mstep: Class 28 contains 35636 members 
Mstep: Class 29 contains 42974 members 
Mstep: Class 30 contains 58931 members 
Mstep: Class 31 contains 72952 members 
Mstep: Class 32 contains 75254 members 
Mstep: Class 33 contains 21711 members 
Mstep: Class 34 contains 249 members 
Mstep: Class 35 contains 18181 members 
Mstep: Class 36 contains 48232 members 
Mstep: Class 37 contains 1565 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207877472.000000 Penalty: 127780.132812
Iteration 51Q: 38 clusters Score -2.078775e+08 nChanged 16189
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6593 members 
Mstep: Class 2 contains 48380 members 
Mstep: Class 3 contains 47887 members 
Mstep: Class 4 contains 3878 members 
Mstep: Class 5 contains 43843 members 
Mstep: Class 6 contains 41614 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 44195 members 
Mstep: Class 9 contains 3084 members 
Mstep: Class 10 contains 39252 members 
Mstep: Class 11 contains 55537 members 
Mstep: Class 12 contains 38054 members 
Mstep: Class 13 contains 42822 members 
Mstep: Class 14 contains 7492 members 
Mstep: Class 15 contains 35962 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 40009 members 
Mstep: Class 18 contains 48746 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 34685 members 
Mstep: Class 22 contains 30530 members 
Mstep: Class 23 contains 28320 members 
Mstep: Class 24 contains 33969 members 
Mstep: Class 25 contains 21806 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 38286 members 
Mstep: Class 28 contains 35276 members 
Mstep: Class 29 contains 42809 members 
Mstep: Class 30 contains 58699 members 
Mstep: Class 31 contains 72392 members 
Mstep: Class 32 contains 75044 members 
Mstep: Class 33 contains 21917 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 18329 members 
Mstep: Class 36 contains 48642 members 
Mstep: Class 37 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207877504.000000 Penalty: 127780.132812
Iteration 52Q: 38 clusters Score -2.078775e+08 nChanged 14746
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6612 members 
Mstep: Class 2 contains 48970 members 
Mstep: Class 3 contains 47769 members 
Mstep: Class 4 contains 3901 members 
Mstep: Class 5 contains 43685 members 
Mstep: Class 6 contains 41505 members 
Mstep: Class 7 contains 453 members 
Mstep: Class 8 contains 44200 members 
Mstep: Class 9 contains 3112 members 
Mstep: Class 10 contains 38987 members 
Mstep: Class 11 contains 56500 members 
Mstep: Class 12 contains 37938 members 
Mstep: Class 13 contains 42444 members 
Mstep: Class 14 contains 7419 members 
Mstep: Class 15 contains 36283 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 40159 members 
Mstep: Class 18 contains 48509 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 1738 members 
Mstep: Class 21 contains 34565 members 
Mstep: Class 22 contains 30396 members 
Mstep: Class 23 contains 28025 members 
Mstep: Class 24 contains 34293 members 
Mstep: Class 25 contains 21657 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 38894 members 
Mstep: Class 28 contains 34886 members 
Mstep: Class 29 contains 42625 members 
Mstep: Class 30 contains 58680 members 
Mstep: Class 31 contains 71594 members 
Mstep: Class 32 contains 74866 members 
Mstep: Class 33 contains 22122 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 18455 members 
Mstep: Class 36 contains 49001 members 
Mstep: Class 37 contains 1561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207877504.000000 Penalty: 127780.132812
Iteration 53Q: 38 clusters Score -2.078775e+08 nChanged 13477
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6632 members 
Mstep: Class 2 contains 49339 members 
Mstep: Class 3 contains 47631 members 
Mstep: Class 4 contains 3920 members 
Mstep: Class 5 contains 43526 members 
Mstep: Class 6 contains 41398 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 44247 members 
Mstep: Class 9 contains 3135 members 
Mstep: Class 10 contains 38873 members 
Mstep: Class 11 contains 57212 members 
Mstep: Class 12 contains 38029 members 
Mstep: Class 13 contains 42116 members 
Mstep: Class 14 contains 7338 members 
Mstep: Class 15 contains 36566 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 40297 members 
Mstep: Class 18 contains 48311 members 
Mstep: Class 19 contains 667 members 
Mstep: Class 20 contains 1738 members 
Mstep: Class 21 contains 34454 members 
Mstep: Class 22 contains 30303 members 
Mstep: Class 23 contains 27758 members 
Mstep: Class 24 contains 34572 members 
Mstep: Class 25 contains 21499 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 39474 members 
Mstep: Class 28 contains 34519 members 
Mstep: Class 29 contains 42430 members 
Mstep: Class 30 contains 58785 members 
Mstep: Class 31 contains 70701 members 
Mstep: Class 32 contains 74683 members 
Mstep: Class 33 contains 22347 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 18605 members 
Mstep: Class 36 contains 49351 members 
Mstep: Class 37 contains 1563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207877696.000000 Penalty: 127780.132812
Iteration 54Q: 38 clusters Score -2.078777e+08 nChanged 12531
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 49733 members 
Mstep: Class 3 contains 47496 members 
Mstep: Class 4 contains 3934 members 
Mstep: Class 5 contains 43353 members 
Mstep: Class 6 contains 41318 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 44305 members 
Mstep: Class 9 contains 3167 members 
Mstep: Class 10 contains 38762 members 
Mstep: Class 11 contains 57625 members 
Mstep: Class 12 contains 38276 members 
Mstep: Class 13 contains 41914 members 
Mstep: Class 14 contains 7245 members 
Mstep: Class 15 contains 36831 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 40401 members 
Mstep: Class 18 contains 48105 members 
Mstep: Class 19 contains 666 members 
Mstep: Class 20 contains 1738 members 
Mstep: Class 21 contains 34348 members 
Mstep: Class 22 contains 30259 members 
Mstep: Class 23 contains 27572 members 
Mstep: Class 24 contains 34777 members 
Mstep: Class 25 contains 21346 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 39963 members 
Mstep: Class 28 contains 34143 members 
Mstep: Class 29 contains 42265 members 
Mstep: Class 30 contains 58961 members 
Mstep: Class 31 contains 69905 members 
Mstep: Class 32 contains 74487 members 
Mstep: Class 33 contains 22570 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 18747 members 
Mstep: Class 36 contains 49595 members 
Mstep: Class 37 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207876896.000000 Penalty: 127780.132812
Iteration 55Q: 38 clusters Score -2.078769e+08 nChanged 11843
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6667 members 
Mstep: Class 2 contains 50004 members 
Mstep: Class 3 contains 47377 members 
Mstep: Class 4 contains 3940 members 
Mstep: Class 5 contains 43192 members 
Mstep: Class 6 contains 41236 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 44329 members 
Mstep: Class 9 contains 3189 members 
Mstep: Class 10 contains 38627 members 
Mstep: Class 11 contains 57897 members 
Mstep: Class 12 contains 38573 members 
Mstep: Class 13 contains 41712 members 
Mstep: Class 14 contains 7182 members 
Mstep: Class 15 contains 37141 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 40534 members 
Mstep: Class 18 contains 47861 members 
Mstep: Class 19 contains 665 members 
Mstep: Class 20 contains 1738 members 
Mstep: Class 21 contains 34344 members 
Mstep: Class 22 contains 30254 members 
Mstep: Class 23 contains 27374 members 
Mstep: Class 24 contains 34963 members 
Mstep: Class 25 contains 21226 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 40444 members 
Mstep: Class 28 contains 33826 members 
Mstep: Class 29 contains 42094 members 
Mstep: Class 30 contains 59189 members 
Mstep: Class 31 contains 69157 members 
Mstep: Class 32 contains 74280 members 
Mstep: Class 33 contains 22747 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 18874 members 
Mstep: Class 36 contains 49825 members 
Mstep: Class 37 contains 1558 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207876768.000000 Penalty: 127780.132812
Iteration 56Q: 38 clusters Score -2.078768e+08 nChanged 11225
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 50236 members 
Mstep: Class 3 contains 47314 members 
Mstep: Class 4 contains 3949 members 
Mstep: Class 5 contains 43081 members 
Mstep: Class 6 contains 41233 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 44269 members 
Mstep: Class 9 contains 3206 members 
Mstep: Class 10 contains 38579 members 
Mstep: Class 11 contains 58062 members 
Mstep: Class 12 contains 38937 members 
Mstep: Class 13 contains 41521 members 
Mstep: Class 14 contains 7113 members 
Mstep: Class 15 contains 37400 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 40667 members 
Mstep: Class 18 contains 47654 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 1738 members 
Mstep: Class 21 contains 34306 members 
Mstep: Class 22 contains 30250 members 
Mstep: Class 23 contains 27187 members 
Mstep: Class 24 contains 35130 members 
Mstep: Class 25 contains 21098 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 40848 members 
Mstep: Class 28 contains 33531 members 
Mstep: Class 29 contains 41894 members 
Mstep: Class 30 contains 59404 members 
Mstep: Class 31 contains 68520 members 
Mstep: Class 32 contains 74076 members 
Mstep: Class 33 contains 22876 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 18973 members 
Mstep: Class 36 contains 50073 members 
Mstep: Class 37 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207877232.000000 Penalty: 127780.132812
Iteration 57Q: 38 clusters Score -2.078772e+08 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6682 members 
Mstep: Class 2 contains 50440 members 
Mstep: Class 3 contains 47241 members 
Mstep: Class 4 contains 3961 members 
Mstep: Class 5 contains 42948 members 
Mstep: Class 6 contains 41280 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 44252 members 
Mstep: Class 9 contains 3214 members 
Mstep: Class 10 contains 38596 members 
Mstep: Class 11 contains 58196 members 
Mstep: Class 12 contains 39344 members 
Mstep: Class 13 contains 41333 members 
Mstep: Class 14 contains 7046 members 
Mstep: Class 15 contains 37668 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 40787 members 
Mstep: Class 18 contains 47478 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 34272 members 
Mstep: Class 22 contains 30249 members 
Mstep: Class 23 contains 26982 members 
Mstep: Class 24 contains 35270 members 
Mstep: Class 25 contains 21012 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 41212 members 
Mstep: Class 28 contains 33259 members 
Mstep: Class 29 contains 41617 members 
Mstep: Class 30 contains 59605 members 
Mstep: Class 31 contains 67917 members 
Mstep: Class 32 contains 73901 members 
Mstep: Class 33 contains 22985 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 19062 members 
Mstep: Class 36 contains 50252 members 
Mstep: Class 37 contains 1557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207877536.000000 Penalty: 127780.132812
Iteration 58Q: 38 clusters Score -2.078775e+08 nChanged 9971
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 50670 members 
Mstep: Class 3 contains 47213 members 
Mstep: Class 4 contains 3970 members 
Mstep: Class 5 contains 42805 members 
Mstep: Class 6 contains 41314 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 44202 members 
Mstep: Class 9 contains 3228 members 
Mstep: Class 10 contains 38571 members 
Mstep: Class 11 contains 58281 members 
Mstep: Class 12 contains 39834 members 
Mstep: Class 13 contains 41147 members 
Mstep: Class 14 contains 6961 members 
Mstep: Class 15 contains 37896 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 40905 members 
Mstep: Class 18 contains 47324 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 34278 members 
Mstep: Class 22 contains 30275 members 
Mstep: Class 23 contains 26841 members 
Mstep: Class 24 contains 35343 members 
Mstep: Class 25 contains 20965 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 41490 members 
Mstep: Class 28 contains 32974 members 
Mstep: Class 29 contains 41362 members 
Mstep: Class 30 contains 59767 members 
Mstep: Class 31 contains 67396 members 
Mstep: Class 32 contains 73780 members 
Mstep: Class 33 contains 23081 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 19126 members 
Mstep: Class 36 contains 50365 members 
Mstep: Class 37 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207876368.000000 Penalty: 127780.132812
Iteration 59Q: 38 clusters Score -2.078764e+08 nChanged 9485
Entering Unmasked Mstep 
Mstep: Class 0 contains 126 members 
Mstep: Class 1 contains 6710 members 
Mstep: Class 2 contains 50846 members 
Mstep: Class 3 contains 47169 members 
Mstep: Class 4 contains 3978 members 
Mstep: Class 5 contains 42766 members 
Mstep: Class 6 contains 41378 members 
Mstep: Class 7 contains 452 members 
Mstep: Class 8 contains 44198 members 
Mstep: Class 9 contains 3249 members 
Mstep: Class 10 contains 38530 members 
Mstep: Class 11 contains 58307 members 
Mstep: Class 12 contains 40426 members 
Mstep: Class 13 contains 40976 members 
Mstep: Class 14 contains 6872 members 
Mstep: Class 15 contains 38027 members 
Mstep: Class 16 contains 1552 members 
Mstep: Class 17 contains 40983 members 
Mstep: Class 18 contains 47210 members 
Mstep: Class 19 contains 664 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 34283 members 
Mstep: Class 22 contains 30275 members 
Mstep: Class 23 contains 26689 members 
Mstep: Class 24 contains 35373 members 
Mstep: Class 25 contains 20899 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 41682 members 
Mstep: Class 28 contains 32710 members 
Mstep: Class 29 contains 41215 members 
Mstep: Class 30 contains 59930 members 
Mstep: Class 31 contains 66886 members 
Mstep: Class 32 contains 73641 members 
Mstep: Class 33 contains 23173 members 
Mstep: Class 34 contains 250 members 
Mstep: Class 35 contains 19184 members 
Mstep: Class 36 contains 50491 members 
Mstep: Class 37 contains 1562 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878480.000000 Penalty: 127780.132812
Iteration 60F: 38 clusters Score -2.078785e+08 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 112 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 51041 members 
Mstep: Class 3 contains 47113 members 
Mstep: Class 4 contains 3993 members 
Mstep: Class 5 contains 42733 members 
Mstep: Class 6 contains 41485 members 
Mstep: Class 7 contains 445 members 
Mstep: Class 8 contains 44166 members 
Mstep: Class 9 contains 3276 members 
Mstep: Class 10 contains 38536 members 
Mstep: Class 11 contains 58273 members 
Mstep: Class 12 contains 40163 members 
Mstep: Class 13 contains 40457 members 
Mstep: Class 14 contains 6773 members 
Mstep: Class 15 contains 38038 members 
Mstep: Class 16 contains 1551 members 
Mstep: Class 17 contains 41093 members 
Mstep: Class 18 contains 47021 members 
Mstep: Class 19 contains 671 members 
Mstep: Class 20 contains 1737 members 
Mstep: Class 21 contains 34263 members 
Mstep: Class 22 contains 30285 members 
Mstep: Class 23 contains 26521 members 
Mstep: Class 24 contains 35404 members 
Mstep: Class 25 contains 20846 members 
Mstep: Class 26 contains 1836 members 
Mstep: Class 27 contains 41891 members 
Mstep: Class 28 contains 32440 members 
Mstep: Class 29 contains 41057 members 
Mstep: Class 30 contains 60534 members 
Mstep: Class 31 contains 67417 members 
Mstep: Class 32 contains 73435 members 
Mstep: Class 33 contains 23245 members 
Mstep: Class 34 contains 255 members 
Mstep: Class 35 contains 19234 members 
Mstep: Class 36 contains 50613 members 
Mstep: Class 37 contains 1559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879232.000000 Penalty: 127780.132812
Iteration 61Q: 38 clusters Score -2.078792e+08 nChanged 10989
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 51156 members 
Mstep: Class 3 contains 47091 members 
Mstep: Class 4 contains 4003 members 
Mstep: Class 5 contains 42684 members 
Mstep: Class 6 contains 41609 members 
Mstep: Class 7 contains 419 members 
Mstep: Class 8 contains 44192 members 
Mstep: Class 9 contains 3296 members 
Mstep: Class 10 contains 38587 members 
Mstep: Class 11 contains 58314 members 
Mstep: Class 12 contains 40360 members 
Mstep: Class 13 contains 40000 members 
Mstep: Class 14 contains 6693 members 
Mstep: Class 15 contains 38048 members 
Mstep: Class 16 contains 1554 members 
Mstep: Class 17 contains 41197 members 
Mstep: Class 18 contains 46875 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 20 contains 1740 members 
Mstep: Class 21 contains 34251 members 
Mstep: Class 22 contains 30299 members 
Mstep: Class 23 contains 26326 members 
Mstep: Class 24 contains 35410 members 
Mstep: Class 25 contains 20786 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 42035 members 
Mstep: Class 28 contains 32154 members 
Mstep: Class 29 contains 40941 members 
Mstep: Class 30 contains 60984 members 
Mstep: Class 31 contains 67397 members 
Mstep: Class 32 contains 73194 members 
Mstep: Class 33 contains 23361 members 
Mstep: Class 34 contains 257 members 
Mstep: Class 35 contains 19289 members 
Mstep: Class 36 contains 50803 members 
Mstep: Class 37 contains 1569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878880.000000 Penalty: 127780.132812
Iteration 62Q: 38 clusters Score -2.078789e+08 nChanged 10658
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 51282 members 
Mstep: Class 3 contains 47013 members 
Mstep: Class 4 contains 4002 members 
Mstep: Class 5 contains 42644 members 
Mstep: Class 6 contains 41695 members 
Mstep: Class 7 contains 403 members 
Mstep: Class 8 contains 44237 members 
Mstep: Class 9 contains 3303 members 
Mstep: Class 10 contains 38659 members 
Mstep: Class 11 contains 58196 members 
Mstep: Class 12 contains 40937 members 
Mstep: Class 13 contains 39685 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 38008 members 
Mstep: Class 16 contains 1555 members 
Mstep: Class 17 contains 41362 members 
Mstep: Class 18 contains 46765 members 
Mstep: Class 19 contains 681 members 
Mstep: Class 20 contains 1744 members 
Mstep: Class 21 contains 34222 members 
Mstep: Class 22 contains 30300 members 
Mstep: Class 23 contains 26166 members 
Mstep: Class 24 contains 35423 members 
Mstep: Class 25 contains 20756 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 42125 members 
Mstep: Class 28 contains 31891 members 
Mstep: Class 29 contains 40828 members 
Mstep: Class 30 contains 61315 members 
Mstep: Class 31 contains 67169 members 
Mstep: Class 32 contains 72858 members 
Mstep: Class 33 contains 23502 members 
Mstep: Class 34 contains 260 members 
Mstep: Class 35 contains 19358 members 
Mstep: Class 36 contains 51003 members 
Mstep: Class 37 contains 1575 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878096.000000 Penalty: 127780.132812
Iteration 63Q: 38 clusters Score -2.078781e+08 nChanged 10520
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 51335 members 
Mstep: Class 3 contains 46908 members 
Mstep: Class 4 contains 4006 members 
Mstep: Class 5 contains 42555 members 
Mstep: Class 6 contains 41802 members 
Mstep: Class 7 contains 399 members 
Mstep: Class 8 contains 44324 members 
Mstep: Class 9 contains 3309 members 
Mstep: Class 10 contains 38788 members 
Mstep: Class 11 contains 57998 members 
Mstep: Class 12 contains 41814 members 
Mstep: Class 13 contains 39376 members 
Mstep: Class 14 contains 6542 members 
Mstep: Class 15 contains 37942 members 
Mstep: Class 16 contains 1556 members 
Mstep: Class 17 contains 41540 members 
Mstep: Class 18 contains 46640 members 
Mstep: Class 19 contains 680 members 
Mstep: Class 20 contains 1746 members 
Mstep: Class 21 contains 34208 members 
Mstep: Class 22 contains 30351 members 
Mstep: Class 23 contains 26022 members 
Mstep: Class 24 contains 35411 members 
Mstep: Class 25 contains 20740 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 42184 members 
Mstep: Class 28 contains 31636 members 
Mstep: Class 29 contains 40717 members 
Mstep: Class 30 contains 61678 members 
Mstep: Class 31 contains 66666 members 
Mstep: Class 32 contains 72604 members 
Mstep: Class 33 contains 23619 members 
Mstep: Class 34 contains 260 members 
Mstep: Class 35 contains 19430 members 
Mstep: Class 36 contains 51179 members 
Mstep: Class 37 contains 1579 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879088.000000 Penalty: 127780.132812
Iteration 64Q: 38 clusters Score -2.078791e+08 nChanged 10597
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 51453 members 
Mstep: Class 3 contains 46799 members 
Mstep: Class 4 contains 4000 members 
Mstep: Class 5 contains 42472 members 
Mstep: Class 6 contains 41890 members 
Mstep: Class 7 contains 396 members 
Mstep: Class 8 contains 44406 members 
Mstep: Class 9 contains 3328 members 
Mstep: Class 10 contains 38948 members 
Mstep: Class 11 contains 57755 members 
Mstep: Class 12 contains 43082 members 
Mstep: Class 13 contains 39038 members 
Mstep: Class 14 contains 6462 members 
Mstep: Class 15 contains 37894 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 41740 members 
Mstep: Class 18 contains 46449 members 
Mstep: Class 19 contains 680 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34160 members 
Mstep: Class 22 contains 30412 members 
Mstep: Class 23 contains 25849 members 
Mstep: Class 24 contains 35433 members 
Mstep: Class 25 contains 20740 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 42226 members 
Mstep: Class 28 contains 31400 members 
Mstep: Class 29 contains 40587 members 
Mstep: Class 30 contains 62014 members 
Mstep: Class 31 contains 65894 members 
Mstep: Class 32 contains 72268 members 
Mstep: Class 33 contains 23756 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 19505 members 
Mstep: Class 36 contains 51360 members 
Mstep: Class 37 contains 1585 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879600.000000 Penalty: 127780.132812
Iteration 65Q: 38 clusters Score -2.078796e+08 nChanged 10816
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 51570 members 
Mstep: Class 3 contains 46679 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 42449 members 
Mstep: Class 6 contains 41934 members 
Mstep: Class 7 contains 396 members 
Mstep: Class 8 contains 44459 members 
Mstep: Class 9 contains 3343 members 
Mstep: Class 10 contains 39059 members 
Mstep: Class 11 contains 57551 members 
Mstep: Class 12 contains 44648 members 
Mstep: Class 13 contains 38749 members 
Mstep: Class 14 contains 6367 members 
Mstep: Class 15 contains 37842 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 41913 members 
Mstep: Class 18 contains 46273 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34116 members 
Mstep: Class 22 contains 30472 members 
Mstep: Class 23 contains 25697 members 
Mstep: Class 24 contains 35432 members 
Mstep: Class 25 contains 20730 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 42190 members 
Mstep: Class 28 contains 31209 members 
Mstep: Class 29 contains 40460 members 
Mstep: Class 30 contains 62298 members 
Mstep: Class 31 contains 65019 members 
Mstep: Class 32 contains 71945 members 
Mstep: Class 33 contains 23890 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 19606 members 
Mstep: Class 36 contains 51431 members 
Mstep: Class 37 contains 1586 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879024.000000 Penalty: 127780.132812
Iteration 66Q: 38 clusters Score -2.07879e+08 nChanged 11099
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 51710 members 
Mstep: Class 3 contains 46582 members 
Mstep: Class 4 contains 3976 members 
Mstep: Class 5 contains 42420 members 
Mstep: Class 6 contains 41934 members 
Mstep: Class 7 contains 396 members 
Mstep: Class 8 contains 44531 members 
Mstep: Class 9 contains 3353 members 
Mstep: Class 10 contains 39114 members 
Mstep: Class 11 contains 57180 members 
Mstep: Class 12 contains 46706 members 
Mstep: Class 13 contains 38460 members 
Mstep: Class 14 contains 6256 members 
Mstep: Class 15 contains 37785 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 42065 members 
Mstep: Class 18 contains 46104 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34083 members 
Mstep: Class 22 contains 30549 members 
Mstep: Class 23 contains 25554 members 
Mstep: Class 24 contains 35446 members 
Mstep: Class 25 contains 20733 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 42115 members 
Mstep: Class 28 contains 31035 members 
Mstep: Class 29 contains 40339 members 
Mstep: Class 30 contains 62488 members 
Mstep: Class 31 contains 64031 members 
Mstep: Class 32 contains 71602 members 
Mstep: Class 33 contains 23983 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 19731 members 
Mstep: Class 36 contains 51451 members 
Mstep: Class 37 contains 1589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878544.000000 Penalty: 127780.132812
Iteration 67Q: 38 clusters Score -2.078785e+08 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6754 members 
Mstep: Class 2 contains 51829 members 
Mstep: Class 3 contains 46487 members 
Mstep: Class 4 contains 3965 members 
Mstep: Class 5 contains 42369 members 
Mstep: Class 6 contains 41899 members 
Mstep: Class 7 contains 396 members 
Mstep: Class 8 contains 44616 members 
Mstep: Class 9 contains 3364 members 
Mstep: Class 10 contains 39201 members 
Mstep: Class 11 contains 56684 members 
Mstep: Class 12 contains 49247 members 
Mstep: Class 13 contains 38225 members 
Mstep: Class 14 contains 6124 members 
Mstep: Class 15 contains 37780 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 42203 members 
Mstep: Class 18 contains 45906 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34050 members 
Mstep: Class 22 contains 30661 members 
Mstep: Class 23 contains 25403 members 
Mstep: Class 24 contains 35463 members 
Mstep: Class 25 contains 20702 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 42014 members 
Mstep: Class 28 contains 30881 members 
Mstep: Class 29 contains 40207 members 
Mstep: Class 30 contains 62570 members 
Mstep: Class 31 contains 62947 members 
Mstep: Class 32 contains 71245 members 
Mstep: Class 33 contains 24044 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 19855 members 
Mstep: Class 36 contains 51367 members 
Mstep: Class 37 contains 1590 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879104.000000 Penalty: 127780.132812
Iteration 68Q: 38 clusters Score -2.078791e+08 nChanged 11884
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 51921 members 
Mstep: Class 3 contains 46418 members 
Mstep: Class 4 contains 3950 members 
Mstep: Class 5 contains 42298 members 
Mstep: Class 6 contains 41810 members 
Mstep: Class 7 contains 396 members 
Mstep: Class 8 contains 44697 members 
Mstep: Class 9 contains 3370 members 
Mstep: Class 10 contains 39288 members 
Mstep: Class 11 contains 56130 members 
Mstep: Class 12 contains 52201 members 
Mstep: Class 13 contains 38087 members 
Mstep: Class 14 contains 6000 members 
Mstep: Class 15 contains 37760 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 42366 members 
Mstep: Class 18 contains 45699 members 
Mstep: Class 19 contains 676 members 
Mstep: Class 20 contains 1748 members 
Mstep: Class 21 contains 34063 members 
Mstep: Class 22 contains 30740 members 
Mstep: Class 23 contains 25269 members 
Mstep: Class 24 contains 35457 members 
Mstep: Class 25 contains 20668 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41916 members 
Mstep: Class 28 contains 30739 members 
Mstep: Class 29 contains 40093 members 
Mstep: Class 30 contains 62464 members 
Mstep: Class 31 contains 61740 members 
Mstep: Class 32 contains 70908 members 
Mstep: Class 33 contains 24081 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 19967 members 
Mstep: Class 36 contains 51201 members 
Mstep: Class 37 contains 1595 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879008.000000 Penalty: 127780.132812
Iteration 69Q: 38 clusters Score -2.07879e+08 nChanged 11759
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 51979 members 
Mstep: Class 3 contains 46340 members 
Mstep: Class 4 contains 3945 members 
Mstep: Class 5 contains 42243 members 
Mstep: Class 6 contains 41664 members 
Mstep: Class 7 contains 396 members 
Mstep: Class 8 contains 44773 members 
Mstep: Class 9 contains 3383 members 
Mstep: Class 10 contains 39374 members 
Mstep: Class 11 contains 55582 members 
Mstep: Class 12 contains 55151 members 
Mstep: Class 13 contains 37975 members 
Mstep: Class 14 contains 5873 members 
Mstep: Class 15 contains 37771 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 42563 members 
Mstep: Class 18 contains 45490 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 1748 members 
Mstep: Class 21 contains 34088 members 
Mstep: Class 22 contains 30829 members 
Mstep: Class 23 contains 25147 members 
Mstep: Class 24 contains 35457 members 
Mstep: Class 25 contains 20587 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41858 members 
Mstep: Class 28 contains 30629 members 
Mstep: Class 29 contains 39975 members 
Mstep: Class 30 contains 62219 members 
Mstep: Class 31 contains 60647 members 
Mstep: Class 32 contains 70583 members 
Mstep: Class 33 contains 24072 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 20081 members 
Mstep: Class 36 contains 50996 members 
Mstep: Class 37 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879376.000000 Penalty: 127780.132812
Iteration 70Q: 38 clusters Score -2.078794e+08 nChanged 12046
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 52023 members 
Mstep: Class 3 contains 46209 members 
Mstep: Class 4 contains 3931 members 
Mstep: Class 5 contains 42190 members 
Mstep: Class 6 contains 41536 members 
Mstep: Class 7 contains 396 members 
Mstep: Class 8 contains 44882 members 
Mstep: Class 9 contains 3393 members 
Mstep: Class 10 contains 39457 members 
Mstep: Class 11 contains 55010 members 
Mstep: Class 12 contains 58262 members 
Mstep: Class 13 contains 37847 members 
Mstep: Class 14 contains 5750 members 
Mstep: Class 15 contains 37764 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 42727 members 
Mstep: Class 18 contains 45292 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 34143 members 
Mstep: Class 22 contains 30897 members 
Mstep: Class 23 contains 25019 members 
Mstep: Class 24 contains 35447 members 
Mstep: Class 25 contains 20487 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41842 members 
Mstep: Class 28 contains 30513 members 
Mstep: Class 29 contains 39868 members 
Mstep: Class 30 contains 61937 members 
Mstep: Class 31 contains 59565 members 
Mstep: Class 32 contains 70258 members 
Mstep: Class 33 contains 24059 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 20198 members 
Mstep: Class 36 contains 50751 members 
Mstep: Class 37 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879616.000000 Penalty: 127780.132812
Iteration 71Q: 38 clusters Score -2.078796e+08 nChanged 12691
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6782 members 
Mstep: Class 2 contains 52079 members 
Mstep: Class 3 contains 46082 members 
Mstep: Class 4 contains 3915 members 
Mstep: Class 5 contains 42199 members 
Mstep: Class 6 contains 41396 members 
Mstep: Class 7 contains 395 members 
Mstep: Class 8 contains 44965 members 
Mstep: Class 9 contains 3406 members 
Mstep: Class 10 contains 39531 members 
Mstep: Class 11 contains 54380 members 
Mstep: Class 12 contains 61565 members 
Mstep: Class 13 contains 37846 members 
Mstep: Class 14 contains 5624 members 
Mstep: Class 15 contains 37797 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 42917 members 
Mstep: Class 18 contains 45087 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 1749 members 
Mstep: Class 21 contains 34173 members 
Mstep: Class 22 contains 30958 members 
Mstep: Class 23 contains 24882 members 
Mstep: Class 24 contains 35433 members 
Mstep: Class 25 contains 20381 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41787 members 
Mstep: Class 28 contains 30482 members 
Mstep: Class 29 contains 39735 members 
Mstep: Class 30 contains 61595 members 
Mstep: Class 31 contains 58354 members 
Mstep: Class 32 contains 69877 members 
Mstep: Class 33 contains 24060 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 20303 members 
Mstep: Class 36 contains 50438 members 
Mstep: Class 37 contains 1622 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878656.000000 Penalty: 127780.132812
Iteration 72Q: 38 clusters Score -2.078787e+08 nChanged 12904
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 52074 members 
Mstep: Class 3 contains 45958 members 
Mstep: Class 4 contains 3904 members 
Mstep: Class 5 contains 42154 members 
Mstep: Class 6 contains 41243 members 
Mstep: Class 7 contains 395 members 
Mstep: Class 8 contains 45062 members 
Mstep: Class 9 contains 3417 members 
Mstep: Class 10 contains 39662 members 
Mstep: Class 11 contains 53751 members 
Mstep: Class 12 contains 64753 members 
Mstep: Class 13 contains 37901 members 
Mstep: Class 14 contains 5515 members 
Mstep: Class 15 contains 37813 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 43107 members 
Mstep: Class 18 contains 44927 members 
Mstep: Class 19 contains 676 members 
Mstep: Class 20 contains 1748 members 
Mstep: Class 21 contains 34227 members 
Mstep: Class 22 contains 31019 members 
Mstep: Class 23 contains 24756 members 
Mstep: Class 24 contains 35402 members 
Mstep: Class 25 contains 20244 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41730 members 
Mstep: Class 28 contains 30468 members 
Mstep: Class 29 contains 39545 members 
Mstep: Class 30 contains 61255 members 
Mstep: Class 31 contains 57273 members 
Mstep: Class 32 contains 69582 members 
Mstep: Class 33 contains 24021 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 20433 members 
Mstep: Class 36 contains 50050 members 
Mstep: Class 37 contains 1617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878576.000000 Penalty: 127780.132812
Iteration 73Q: 38 clusters Score -2.078786e+08 nChanged 12579
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6798 members 
Mstep: Class 2 contains 52078 members 
Mstep: Class 3 contains 45819 members 
Mstep: Class 4 contains 3893 members 
Mstep: Class 5 contains 42106 members 
Mstep: Class 6 contains 41068 members 
Mstep: Class 7 contains 395 members 
Mstep: Class 8 contains 45188 members 
Mstep: Class 9 contains 3425 members 
Mstep: Class 10 contains 39778 members 
Mstep: Class 11 contains 53075 members 
Mstep: Class 12 contains 67449 members 
Mstep: Class 13 contains 38036 members 
Mstep: Class 14 contains 5394 members 
Mstep: Class 15 contains 37838 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 43249 members 
Mstep: Class 18 contains 44743 members 
Mstep: Class 19 contains 675 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34270 members 
Mstep: Class 22 contains 31075 members 
Mstep: Class 23 contains 24637 members 
Mstep: Class 24 contains 35343 members 
Mstep: Class 25 contains 20095 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41734 members 
Mstep: Class 28 contains 30502 members 
Mstep: Class 29 contains 39369 members 
Mstep: Class 30 contains 61001 members 
Mstep: Class 31 contains 56439 members 
Mstep: Class 32 contains 69373 members 
Mstep: Class 33 contains 23997 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 20537 members 
Mstep: Class 36 contains 49727 members 
Mstep: Class 37 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207877552.000000 Penalty: 127780.132812
Iteration 74Q: 38 clusters Score -2.078776e+08 nChanged 12283
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6807 members 
Mstep: Class 2 contains 52050 members 
Mstep: Class 3 contains 45739 members 
Mstep: Class 4 contains 3865 members 
Mstep: Class 5 contains 42023 members 
Mstep: Class 6 contains 40917 members 
Mstep: Class 7 contains 395 members 
Mstep: Class 8 contains 45204 members 
Mstep: Class 9 contains 3448 members 
Mstep: Class 10 contains 39923 members 
Mstep: Class 11 contains 52432 members 
Mstep: Class 12 contains 69440 members 
Mstep: Class 13 contains 38238 members 
Mstep: Class 14 contains 5282 members 
Mstep: Class 15 contains 37825 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 43421 members 
Mstep: Class 18 contains 44565 members 
Mstep: Class 19 contains 675 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34274 members 
Mstep: Class 22 contains 31130 members 
Mstep: Class 23 contains 24504 members 
Mstep: Class 24 contains 35315 members 
Mstep: Class 25 contains 19931 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41729 members 
Mstep: Class 28 contains 30550 members 
Mstep: Class 29 contains 39253 members 
Mstep: Class 30 contains 60828 members 
Mstep: Class 31 contains 56006 members 
Mstep: Class 32 contains 69268 members 
Mstep: Class 33 contains 23953 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 20689 members 
Mstep: Class 36 contains 49423 members 
Mstep: Class 37 contains 1623 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878848.000000 Penalty: 127780.132812
Iteration 75Q: 38 clusters Score -2.078788e+08 nChanged 11960
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 52065 members 
Mstep: Class 3 contains 45701 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 41971 members 
Mstep: Class 6 contains 40736 members 
Mstep: Class 7 contains 395 members 
Mstep: Class 8 contains 45243 members 
Mstep: Class 9 contains 3471 members 
Mstep: Class 10 contains 40086 members 
Mstep: Class 11 contains 51921 members 
Mstep: Class 12 contains 70904 members 
Mstep: Class 13 contains 38484 members 
Mstep: Class 14 contains 5157 members 
Mstep: Class 15 contains 37790 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 43584 members 
Mstep: Class 18 contains 44423 members 
Mstep: Class 19 contains 675 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34264 members 
Mstep: Class 22 contains 31161 members 
Mstep: Class 23 contains 24386 members 
Mstep: Class 24 contains 35279 members 
Mstep: Class 25 contains 19755 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41751 members 
Mstep: Class 28 contains 30623 members 
Mstep: Class 29 contains 39097 members 
Mstep: Class 30 contains 60617 members 
Mstep: Class 31 contains 55811 members 
Mstep: Class 32 contains 69196 members 
Mstep: Class 33 contains 23916 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 20843 members 
Mstep: Class 36 contains 49152 members 
Mstep: Class 37 contains 1619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878960.000000 Penalty: 127780.132812
Iteration 76Q: 38 clusters Score -2.07879e+08 nChanged 11285
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 52069 members 
Mstep: Class 3 contains 45678 members 
Mstep: Class 4 contains 3785 members 
Mstep: Class 5 contains 41923 members 
Mstep: Class 6 contains 40612 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 45303 members 
Mstep: Class 9 contains 3480 members 
Mstep: Class 10 contains 40177 members 
Mstep: Class 11 contains 51486 members 
Mstep: Class 12 contains 71949 members 
Mstep: Class 13 contains 38715 members 
Mstep: Class 14 contains 5018 members 
Mstep: Class 15 contains 37755 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 43692 members 
Mstep: Class 18 contains 44283 members 
Mstep: Class 19 contains 676 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34267 members 
Mstep: Class 22 contains 31197 members 
Mstep: Class 23 contains 24315 members 
Mstep: Class 24 contains 35215 members 
Mstep: Class 25 contains 19555 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41751 members 
Mstep: Class 28 contains 30668 members 
Mstep: Class 29 contains 38942 members 
Mstep: Class 30 contains 60477 members 
Mstep: Class 31 contains 55893 members 
Mstep: Class 32 contains 69253 members 
Mstep: Class 33 contains 23896 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 20975 members 
Mstep: Class 36 contains 48892 members 
Mstep: Class 37 contains 1614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207879152.000000 Penalty: 127780.132812
Iteration 77Q: 38 clusters Score -2.078792e+08 nChanged 10764
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6821 members 
Mstep: Class 2 contains 52078 members 
Mstep: Class 3 contains 45620 members 
Mstep: Class 4 contains 3754 members 
Mstep: Class 5 contains 41880 members 
Mstep: Class 6 contains 40494 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 45309 members 
Mstep: Class 9 contains 3477 members 
Mstep: Class 10 contains 40293 members 
Mstep: Class 11 contains 51185 members 
Mstep: Class 12 contains 72531 members 
Mstep: Class 13 contains 38956 members 
Mstep: Class 14 contains 4883 members 
Mstep: Class 15 contains 37723 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 43833 members 
Mstep: Class 18 contains 44122 members 
Mstep: Class 19 contains 677 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34271 members 
Mstep: Class 22 contains 31234 members 
Mstep: Class 23 contains 24221 members 
Mstep: Class 24 contains 35149 members 
Mstep: Class 25 contains 19343 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41780 members 
Mstep: Class 28 contains 30702 members 
Mstep: Class 29 contains 38831 members 
Mstep: Class 30 contains 60340 members 
Mstep: Class 31 contains 56145 members 
Mstep: Class 32 contains 69341 members 
Mstep: Class 33 contains 23899 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 21119 members 
Mstep: Class 36 contains 48709 members 
Mstep: Class 37 contains 1611 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878736.000000 Penalty: 127780.132812
Iteration 78Q: 38 clusters Score -2.078787e+08 nChanged 10274
Entering ConstructFrom: 
Score: -207878736.000000 Penalty: 127780.132812
Entering ConstructFrom: 
Trying to split cluster 1 (6824 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6824 members 
Entering Unmasked Estep 
Score: -1223614.625000 Penalty: 2189.394043
	Iteration 0F: 2 clusters Score -1223615 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1218010.750000 Penalty: 4378.788086
	Iteration 0F: 3 clusters Score -1218011 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -1220372.250000 Penalty: 4378.788086
	Iteration 1F: 3 clusters Score -1220372 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 2740 members 
Entering Unmasked Estep 
Score: -1222633.375000 Penalty: 4378.788086
	Iteration 2F: 3 clusters Score -1222633 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1225281.000000 Penalty: 4378.788086
	Iteration 3F: 3 clusters Score -1225281 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1226312.875000 Penalty: 4378.788086
	Iteration 4F: 3 clusters Score -1226313 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1226585.625000 Penalty: 4378.788086
	Iteration 5Q: 3 clusters Score -1226586 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -1226665.250000 Penalty: 4378.788086
	Iteration 6Q: 3 clusters Score -1226665 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1226694.250000 Penalty: 4378.788086
	Iteration 7Q: 3 clusters Score -1226694 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -1226710.125000 Penalty: 4378.788086
	Iteration 8Q: 3 clusters Score -1226710 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -1226717.250000 Penalty: 4378.788086
	Iteration 9Q: 3 clusters Score -1226717 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1226729.750000 Penalty: 4378.788086
	Iteration 10Q: 3 clusters Score -1226730 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5568 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1226742.375000 Penalty: 4378.788086
	Iteration 11Q: 3 clusters Score -1226742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1226749.875000 Penalty: 4378.788086
	Iteration 12Q: 3 clusters Score -1226750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5612 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1226759.625000 Penalty: 4378.788086
	Iteration 13Q: 3 clusters Score -1226760 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -1226771.250000 Penalty: 4378.788086
	Iteration 14Q: 3 clusters Score -1226771 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5663 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1226783.375000 Penalty: 4378.788086
	Iteration 15Q: 3 clusters Score -1226783 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1226813.125000 Penalty: 4378.788086
	Iteration 16Q: 3 clusters Score -1226813 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5741 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -1226836.125000 Penalty: 4378.788086
	Iteration 17Q: 3 clusters Score -1226836 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -1226856.000000 Penalty: 4378.788086
	Iteration 18Q: 3 clusters Score -1226856 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -1226881.125000 Penalty: 4378.788086
	Iteration 19Q: 3 clusters Score -1226881 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5851 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -1226891.375000 Penalty: 4378.788086
	Iteration 20F: 3 clusters Score -1226891 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5875 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1226905.375000 Penalty: 4378.788086
	Iteration 21Q: 3 clusters Score -1226905 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -1226911.250000 Penalty: 4378.788086
	Iteration 22Q: 3 clusters Score -1226911 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -1226917.750000 Penalty: 4378.788086
	Iteration 23Q: 3 clusters Score -1226918 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5928 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -1226922.375000 Penalty: 4378.788086
	Iteration 24Q: 3 clusters Score -1226922 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5940 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -1226926.500000 Penalty: 4378.788086
	Iteration 25Q: 3 clusters Score -1226926 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -1226929.000000 Penalty: 4378.788086
	Iteration 26Q: 3 clusters Score -1226929 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1226930.250000 Penalty: 4378.788086
	Iteration 27Q: 3 clusters Score -1226930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5949 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -1226931.500000 Penalty: 4378.788086
	Iteration 28Q: 3 clusters Score -1226932 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5950 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -1226932.625000 Penalty: 4378.788086
	Iteration 29Q: 3 clusters Score -1226933 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -1226933.125000 Penalty: 4378.788086
	Iteration 30Q: 3 clusters Score -1226933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -1226932.500000 Penalty: 4378.788086
	Iteration 31Q: 3 clusters Score -1226932 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -1226931.000000 Penalty: 4378.788086
	Iteration 32Q: 3 clusters Score -1226931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1226931.875000 Penalty: 4378.788086
	Iteration 33Q: 3 clusters Score -1226932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1226931.875000 Penalty: 4378.788086
	Iteration 34F: 3 clusters Score -1226932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 52089 members 
Mstep: Class 3 contains 45629 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 41891 members 
Mstep: Class 6 contains 40425 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 45310 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 40364 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 72680 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 37713 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 43925 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34270 members 
Mstep: Class 22 contains 31223 members 
Mstep: Class 23 contains 24144 members 
Mstep: Class 24 contains 35061 members 
Mstep: Class 25 contains 19123 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41760 members 
Mstep: Class 28 contains 30736 members 
Mstep: Class 29 contains 38724 members 
Mstep: Class 30 contains 60212 members 
Mstep: Class 31 contains 56649 members 
Mstep: Class 32 contains 69450 members 
Mstep: Class 33 contains 23900 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 21291 members 
Mstep: Class 36 contains 48573 members 
Mstep: Class 37 contains 1612 members 
Mstep: Class 38 contains 866 members 
Entering Unmasked Estep 
Score: -207879152.000000 Penalty: 131233.656250
Splitting cluster 1 changes total score from -207878736.000000 to -207879152.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 2 (52089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52089 members 
Entering Unmasked Estep 
Score: -10443878.000000 Penalty: 2693.455811
	Iteration 0F: 2 clusters Score -1.044388e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -10431730.000000 Penalty: 5386.911621
	Iteration 0F: 3 clusters Score -1.043173e+07 nChanged 24172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -10445124.000000 Penalty: 5386.911621
	Iteration 1F: 3 clusters Score -1.044512e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 25840 members 
Entering Unmasked Estep 
Score: -10445683.000000 Penalty: 5386.911621
	Iteration 2Q: 3 clusters Score -1.044568e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -10446141.000000 Penalty: 5386.911621
	Iteration 3Q: 3 clusters Score -1.044614e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26882 members 
Mstep: Class 2 contains 25207 members 
Entering Unmasked Estep 
Score: -10446581.000000 Penalty: 5386.911621
	Iteration 4Q: 3 clusters Score -1.044658e+07 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27126 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -10447113.000000 Penalty: 5386.911621
	Iteration 5Q: 3 clusters Score -1.044711e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27208 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -10447589.000000 Penalty: 5386.911621
	Iteration 6Q: 3 clusters Score -1.044759e+07 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27071 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -10448269.000000 Penalty: 5386.911621
	Iteration 7Q: 3 clusters Score -1.044827e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26623 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -10449135.000000 Penalty: 5386.911621
	Iteration 8Q: 3 clusters Score -1.044914e+07 nChanged 2568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25957 members 
Mstep: Class 2 contains 26132 members 
Entering Unmasked Estep 
Score: -10450405.000000 Penalty: 5386.911621
	Iteration 9Q: 3 clusters Score -1.04504e+07 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -10452016.000000 Penalty: 5386.911621
	Iteration 10F: 3 clusters Score -1.045202e+07 nChanged 2936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 28149 members 
Entering Unmasked Estep 
Score: -10453590.000000 Penalty: 5386.911621
	Iteration 11F: 3 clusters Score -1.045359e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22932 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -10454512.000000 Penalty: 5386.911621
	Iteration 12F: 3 clusters Score -1.045451e+07 nChanged 2095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -10454881.000000 Penalty: 5386.911621
	Iteration 13Q: 3 clusters Score -1.045488e+07 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -10454795.000000 Penalty: 5386.911621
	Iteration 14Q: 3 clusters Score -1.04548e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20899 members 
Mstep: Class 2 contains 31190 members 
Entering Unmasked Estep 
Score: -10454749.000000 Penalty: 5386.911621
	Iteration 15Q: 3 clusters Score -1.045475e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 31357 members 
Entering Unmasked Estep 
Score: -10454702.000000 Penalty: 5386.911621
	Iteration 16Q: 3 clusters Score -1.04547e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -10454783.000000 Penalty: 5386.911621
	Iteration 17Q: 3 clusters Score -1.045478e+07 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21180 members 
Mstep: Class 2 contains 30909 members 
Entering Unmasked Estep 
Score: -10454863.000000 Penalty: 5386.911621
	Iteration 18Q: 3 clusters Score -1.045486e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21569 members 
Mstep: Class 2 contains 30520 members 
Entering Unmasked Estep 
Score: -10454970.000000 Penalty: 5386.911621
	Iteration 19Q: 3 clusters Score -1.045497e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 30076 members 
Entering Unmasked Estep 
Score: -10455075.000000 Penalty: 5386.911621
	Iteration 20F: 3 clusters Score -1.045508e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22517 members 
Mstep: Class 2 contains 29572 members 
Entering Unmasked Estep 
Score: -10455244.000000 Penalty: 5386.911621
	Iteration 21Q: 3 clusters Score -1.045524e+07 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -10455399.000000 Penalty: 5386.911621
	Iteration 22Q: 3 clusters Score -1.04554e+07 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23590 members 
Mstep: Class 2 contains 28499 members 
Entering Unmasked Estep 
Score: -10455555.000000 Penalty: 5386.911621
	Iteration 23Q: 3 clusters Score -1.045556e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24054 members 
Mstep: Class 2 contains 28035 members 
Entering Unmasked Estep 
Score: -10455660.000000 Penalty: 5386.911621
	Iteration 24Q: 3 clusters Score -1.045566e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24493 members 
Mstep: Class 2 contains 27596 members 
Entering Unmasked Estep 
Score: -10455719.000000 Penalty: 5386.911621
	Iteration 25Q: 3 clusters Score -1.045572e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24890 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -10455810.000000 Penalty: 5386.911621
	Iteration 26Q: 3 clusters Score -1.045581e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25235 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -10455885.000000 Penalty: 5386.911621
	Iteration 27Q: 3 clusters Score -1.045588e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 26509 members 
Entering Unmasked Estep 
Score: -10455956.000000 Penalty: 5386.911621
	Iteration 28Q: 3 clusters Score -1.045596e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25921 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -10456012.000000 Penalty: 5386.911621
	Iteration 29Q: 3 clusters Score -1.045601e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 25851 members 
Entering Unmasked Estep 
Score: -10456069.000000 Penalty: 5386.911621
	Iteration 30Q: 3 clusters Score -1.045607e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -10456128.000000 Penalty: 5386.911621
	Iteration 31Q: 3 clusters Score -1.045613e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26820 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -10456176.000000 Penalty: 5386.911621
	Iteration 32Q: 3 clusters Score -1.045618e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27113 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -10456177.000000 Penalty: 5386.911621
	Iteration 33Q: 3 clusters Score -1.045618e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27369 members 
Mstep: Class 2 contains 24720 members 
Entering Unmasked Estep 
Score: -10456212.000000 Penalty: 5386.911621
	Iteration 34Q: 3 clusters Score -1.045621e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -10456325.000000 Penalty: 5386.911621
	Iteration 35Q: 3 clusters Score -1.045632e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27657 members 
Mstep: Class 2 contains 24432 members 
Entering Unmasked Estep 
Score: -10456375.000000 Penalty: 5386.911621
	Iteration 36Q: 3 clusters Score -1.045638e+07 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -10456370.000000 Penalty: 5386.911621
	Iteration 37Q: 3 clusters Score -1.045637e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -10456424.000000 Penalty: 5386.911621
	Iteration 38Q: 3 clusters Score -1.045642e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 24131 members 
Entering Unmasked Estep 
Score: -10456432.000000 Penalty: 5386.911621
	Iteration 39Q: 3 clusters Score -1.045643e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -10456440.000000 Penalty: 5386.911621
	Iteration 40F: 3 clusters Score -1.045644e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -10456536.000000 Penalty: 5386.911621
	Iteration 41Q: 3 clusters Score -1.045654e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27892 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -10456542.000000 Penalty: 5386.911621
	Iteration 42Q: 3 clusters Score -1.045654e+07 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27780 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -10456541.000000 Penalty: 5386.911621
	Iteration 43Q: 3 clusters Score -1.045654e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27651 members 
Mstep: Class 2 contains 24438 members 
Entering Unmasked Estep 
Score: -10456577.000000 Penalty: 5386.911621
	Iteration 44Q: 3 clusters Score -1.045658e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27514 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -10456602.000000 Penalty: 5386.911621
	Iteration 45Q: 3 clusters Score -1.04566e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27362 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -10456588.000000 Penalty: 5386.911621
	Iteration 46Q: 3 clusters Score -1.045659e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27191 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -10456666.000000 Penalty: 5386.911621
	Iteration 47Q: 3 clusters Score -1.045667e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27037 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -10456705.000000 Penalty: 5386.911621
	Iteration 48Q: 3 clusters Score -1.04567e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 25166 members 
Entering Unmasked Estep 
Score: -10456752.000000 Penalty: 5386.911621
	Iteration 49Q: 3 clusters Score -1.045675e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 25220 members 
Entering Unmasked Estep 
Score: -10456804.000000 Penalty: 5386.911621
	Iteration 50Q: 3 clusters Score -1.04568e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26799 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -10456835.000000 Penalty: 5386.911621
	Iteration 51Q: 3 clusters Score -1.045684e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26756 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -10456898.000000 Penalty: 5386.911621
	Iteration 52Q: 3 clusters Score -1.04569e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26718 members 
Mstep: Class 2 contains 25371 members 
Entering Unmasked Estep 
Score: -10456882.000000 Penalty: 5386.911621
	Iteration 53Q: 3 clusters Score -1.045688e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 25432 members 
Entering Unmasked Estep 
Score: -10456927.000000 Penalty: 5386.911621
	Iteration 54Q: 3 clusters Score -1.045693e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26561 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -10456945.000000 Penalty: 5386.911621
	Iteration 55Q: 3 clusters Score -1.045694e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 25633 members 
Entering Unmasked Estep 
Score: -10456958.000000 Penalty: 5386.911621
	Iteration 56Q: 3 clusters Score -1.045696e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Mstep: Class 2 contains 25719 members 
Entering Unmasked Estep 
Score: -10457007.000000 Penalty: 5386.911621
	Iteration 57Q: 3 clusters Score -1.045701e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26288 members 
Mstep: Class 2 contains 25801 members 
Entering Unmasked Estep 
Score: -10457070.000000 Penalty: 5386.911621
	Iteration 58Q: 3 clusters Score -1.045707e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 25843 members 
Entering Unmasked Estep 
Score: -10457082.000000 Penalty: 5386.911621
	Iteration 59Q: 3 clusters Score -1.045708e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26222 members 
Mstep: Class 2 contains 25867 members 
Entering Unmasked Estep 
Score: -10457098.000000 Penalty: 5386.911621
	Iteration 60F: 3 clusters Score -1.04571e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 25899 members 
Entering Unmasked Estep 
Score: -10457140.000000 Penalty: 5386.911621
	Iteration 61Q: 3 clusters Score -1.045714e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 25912 members 
Entering Unmasked Estep 
Score: -10457154.000000 Penalty: 5386.911621
	Iteration 62Q: 3 clusters Score -1.045715e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26180 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -10457154.000000 Penalty: 5386.911621
	Iteration 63Q: 3 clusters Score -1.045715e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 25916 members 
Entering Unmasked Estep 
Score: -10457165.000000 Penalty: 5386.911621
	Iteration 64Q: 3 clusters Score -1.045716e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 25911 members 
Entering Unmasked Estep 
Score: -10457241.000000 Penalty: 5386.911621
	Iteration 65Q: 3 clusters Score -1.045724e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 25923 members 
Entering Unmasked Estep 
Score: -10457272.000000 Penalty: 5386.911621
	Iteration 66Q: 3 clusters Score -1.045727e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -10457275.000000 Penalty: 5386.911621
	Iteration 67Q: 3 clusters Score -1.045728e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -10457260.000000 Penalty: 5386.911621
	Iteration 68Q: 3 clusters Score -1.045726e+07 nChanged 158
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26132 members 
Mstep: Class 2 contains 25957 members 
Entering Unmasked Estep 
Score: -10457309.000000 Penalty: 5386.911621
	Iteration 69Q: 3 clusters Score -1.045731e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26121 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -10457313.000000 Penalty: 5386.911621
	Iteration 70Q: 3 clusters Score -1.045731e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 25978 members 
Entering Unmasked Estep 
Score: -10457320.000000 Penalty: 5386.911621
	Iteration 71Q: 3 clusters Score -1.045732e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26118 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -10457326.000000 Penalty: 5386.911621
	Iteration 72Q: 3 clusters Score -1.045733e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -10457310.000000 Penalty: 5386.911621
	Iteration 73Q: 3 clusters Score -1.045731e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26095 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -10457349.000000 Penalty: 5386.911621
	Iteration 74Q: 3 clusters Score -1.045735e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26076 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -10457322.000000 Penalty: 5386.911621
	Iteration 75Q: 3 clusters Score -1.045732e+07 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -10457342.000000 Penalty: 5386.911621
	Iteration 76Q: 3 clusters Score -1.045734e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -10457362.000000 Penalty: 5386.911621
	Iteration 77Q: 3 clusters Score -1.045736e+07 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -10457336.000000 Penalty: 5386.911621
	Iteration 78Q: 3 clusters Score -1.045734e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -10457357.000000 Penalty: 5386.911621
	Iteration 79Q: 3 clusters Score -1.045736e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -10457386.000000 Penalty: 5386.911621
	Iteration 80F: 3 clusters Score -1.045739e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -10457420.000000 Penalty: 5386.911621
	Iteration 81Q: 3 clusters Score -1.045742e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -10457418.000000 Penalty: 5386.911621
	Iteration 82Q: 3 clusters Score -1.045742e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -10457419.000000 Penalty: 5386.911621
	Iteration 83Q: 3 clusters Score -1.045742e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -10457439.000000 Penalty: 5386.911621
	Iteration 84Q: 3 clusters Score -1.045744e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -10457431.000000 Penalty: 5386.911621
	Iteration 85Q: 3 clusters Score -1.045743e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -10457476.000000 Penalty: 5386.911621
	Iteration 86Q: 3 clusters Score -1.045748e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Mstep: Class 2 contains 26068 members 
Entering Unmasked Estep 
Score: -10457455.000000 Penalty: 5386.911621
	Iteration 87Q: 3 clusters Score -1.045746e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -10457447.000000 Penalty: 5386.911621
	Iteration 88Q: 3 clusters Score -1.045745e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -10457442.000000 Penalty: 5386.911621
	Iteration 89Q: 3 clusters Score -1.045744e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -10457462.000000 Penalty: 5386.911621
	Iteration 90Q: 3 clusters Score -1.045746e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -10457442.000000 Penalty: 5386.911621
	Iteration 91Q: 3 clusters Score -1.045744e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 26104 members 
Entering Unmasked Estep 
Score: -10457468.000000 Penalty: 5386.911621
	Iteration 92Q: 3 clusters Score -1.045747e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25959 members 
Mstep: Class 2 contains 26130 members 
Entering Unmasked Estep 
Score: -10457486.000000 Penalty: 5386.911621
	Iteration 93Q: 3 clusters Score -1.045749e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25933 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -10457484.000000 Penalty: 5386.911621
	Iteration 94Q: 3 clusters Score -1.045748e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -10457491.000000 Penalty: 5386.911621
	Iteration 95Q: 3 clusters Score -1.045749e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -10457499.000000 Penalty: 5386.911621
	Iteration 96Q: 3 clusters Score -1.04575e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 26141 members 
Entering Unmasked Estep 
Score: -10457494.000000 Penalty: 5386.911621
	Iteration 97Q: 3 clusters Score -1.045749e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -10457490.000000 Penalty: 5386.911621
	Iteration 98Q: 3 clusters Score -1.045749e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -10457486.000000 Penalty: 5386.911621
	Iteration 99Q: 3 clusters Score -1.045749e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26034 members 
Mstep: Class 2 contains 26055 members 
Entering Unmasked Estep 
Score: -10457501.000000 Penalty: 5386.911621
	Iteration 100F: 3 clusters Score -1.04575e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -10457500.000000 Penalty: 5386.911621
	Iteration 101Q: 3 clusters Score -1.04575e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -10457495.000000 Penalty: 5386.911621
	Iteration 102Q: 3 clusters Score -1.04575e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -10457519.000000 Penalty: 5386.911621
	Iteration 103Q: 3 clusters Score -1.045752e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26032 members 
Mstep: Class 2 contains 26057 members 
Entering Unmasked Estep 
Score: -10457511.000000 Penalty: 5386.911621
	Iteration 104Q: 3 clusters Score -1.045751e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -10457512.000000 Penalty: 5386.911621
	Iteration 105Q: 3 clusters Score -1.045751e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26011 members 
Mstep: Class 2 contains 26078 members 
Entering Unmasked Estep 
Score: -10457504.000000 Penalty: 5386.911621
	Iteration 106Q: 3 clusters Score -1.04575e+07 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26002 members 
Mstep: Class 2 contains 26087 members 
Entering Unmasked Estep 
Score: -10457490.000000 Penalty: 5386.911621
	Iteration 107Q: 3 clusters Score -1.045749e+07 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25997 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -10457507.000000 Penalty: 5386.911621
	Iteration 108Q: 3 clusters Score -1.045751e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26004 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -10457517.000000 Penalty: 5386.911621
	Iteration 109Q: 3 clusters Score -1.045752e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -10457507.000000 Penalty: 5386.911621
	Iteration 110Q: 3 clusters Score -1.045751e+07 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -10457521.000000 Penalty: 5386.911621
	Iteration 111Q: 3 clusters Score -1.045752e+07 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -10457519.000000 Penalty: 5386.911621
	Iteration 112Q: 3 clusters Score -1.045752e+07 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -10457514.000000 Penalty: 5386.911621
	Iteration 113Q: 3 clusters Score -1.045751e+07 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -10457521.000000 Penalty: 5386.911621
	Iteration 114Q: 3 clusters Score -1.045752e+07 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26024 members 
Mstep: Class 2 contains 26065 members 
Entering Unmasked Estep 
Score: -10457537.000000 Penalty: 5386.911621
	Iteration 115Q: 3 clusters Score -1.045754e+07 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26025 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -10457527.000000 Penalty: 5386.911621
	Iteration 116Q: 3 clusters Score -1.045753e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -10457524.000000 Penalty: 5386.911621
	Iteration 117Q: 3 clusters Score -1.045752e+07 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26014 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -10457547.000000 Penalty: 5386.911621
	Iteration 118Q: 3 clusters Score -1.045755e+07 nChanged 53
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -1.045753e+07 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -10457550.000000 Penalty: 5386.911621
	Iteration 120F: 3 clusters Score -1.045755e+07 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26010 members 
Mstep: Class 2 contains 26079 members 
Entering Unmasked Estep 
Score: -10457583.000000 Penalty: 5386.911621
	Iteration 121Q: 3 clusters Score -1.045758e+07 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26016 members 
Mstep: Class 2 contains 26073 members 
Entering Unmasked Estep 
Score: -10457583.000000 Penalty: 5386.911621
	Iteration 122Q: 3 clusters Score -1.045758e+07 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26012 members 
Mstep: Class 2 contains 26077 members 
Entering Unmasked Estep 
Score: -10457554.000000 Penalty: 5386.911621
	Iteration 123Q: 3 clusters Score -1.045755e+07 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26013 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -10457562.000000 Penalty: 5386.911621
	Iteration 124Q: 3 clusters Score -1.045756e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26006 members 
Mstep: Class 2 contains 26083 members 
Entering Unmasked Estep 
Score: -10457566.000000 Penalty: 5386.911621
	Iteration 125Q: 3 clusters Score -1.045757e+07 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26022 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -10457557.000000 Penalty: 5386.911621
	Iteration 126Q: 3 clusters Score -1.045756e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -10457581.000000 Penalty: 5386.911621
	Iteration 127Q: 3 clusters Score -1.045758e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26026 members 
Mstep: Class 2 contains 26063 members 
Entering Unmasked Estep 
Score: -10457563.000000 Penalty: 5386.911621
	Iteration 128Q: 3 clusters Score -1.045756e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -10457562.000000 Penalty: 5386.911621
	Iteration 129Q: 3 clusters Score -1.045756e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -10457569.000000 Penalty: 5386.911621
	Iteration 130Q: 3 clusters Score -1.045757e+07 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
Score: -10457574.000000 Penalty: 5386.911621
	Iteration 131Q: 3 clusters Score -1.045757e+07 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -10457573.000000 Penalty: 5386.911621
	Iteration 132Q: 3 clusters Score -1.045757e+07 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -10457572.000000 Penalty: 5386.911621
	Iteration 133Q: 3 clusters Score -1.045757e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 26033 members 
Entering Unmasked Estep 
Score: -10457581.000000 Penalty: 5386.911621
	Iteration 134Q: 3 clusters Score -1.045758e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26061 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -10457597.000000 Penalty: 5386.911621
	Iteration 135Q: 3 clusters Score -1.04576e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26069 members 
Mstep: Class 2 contains 26020 members 
Entering Unmasked Estep 
Score: -10457590.000000 Penalty: 5386.911621
	Iteration 136Q: 3 clusters Score -1.045759e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26067 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -10457596.000000 Penalty: 5386.911621
	Iteration 137Q: 3 clusters Score -1.04576e+07 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -10457598.000000 Penalty: 5386.911621
	Iteration 138Q: 3 clusters Score -1.04576e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 26038 members 
Entering Unmasked Estep 
Score: -10457585.000000 Penalty: 5386.911621
	Iteration 139Q: 3 clusters Score -1.045758e+07 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 26031 members 
Entering Unmasked Estep 
Score: -10457592.000000 Penalty: 5386.911621
	Iteration 140F: 3 clusters Score -1.045759e+07 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 26032 members 
Entering Unmasked Estep 
Score: -10457593.000000 Penalty: 5386.911621
	Iteration 141Q: 3 clusters Score -1.045759e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26059 members 
Mstep: Class 2 contains 26030 members 
Entering Unmasked Estep 
Score: -10457608.000000 Penalty: 5386.911621
	Iteration 142Q: 3 clusters Score -1.045761e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -10457614.000000 Penalty: 5386.911621
	Iteration 143Q: 3 clusters Score -1.045761e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -10457602.000000 Penalty: 5386.911621
	Iteration 144Q: 3 clusters Score -1.04576e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26050 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -10457607.000000 Penalty: 5386.911621
	Iteration 145Q: 3 clusters Score -1.045761e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 26041 members 
Entering Unmasked Estep 
Score: -10457600.000000 Penalty: 5386.911621
	Iteration 146Q: 3 clusters Score -1.04576e+07 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -10457620.000000 Penalty: 5386.911621
	Iteration 147Q: 3 clusters Score -1.045762e+07 nChanged 5
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -10457615.000000 Penalty: 5386.911621
	Iteration 148Q: 3 clusters Score -1.045762e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -10457607.000000 Penalty: 5386.911621
	Iteration 149Q: 3 clusters Score -1.045761e+07 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 26043 members 
Entering Unmasked Estep 
Score: -10457612.000000 Penalty: 5386.911621
	Iteration 150Q: 3 clusters Score -1.045761e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26045 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -1.045761e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -10457610.000000 Penalty: 5386.911621
	Iteration 152Q: 3 clusters Score -1.045761e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -10457611.000000 Penalty: 5386.911621
	Iteration 153Q: 3 clusters Score -1.045761e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -10457617.000000 Penalty: 5386.911621
	Iteration 154Q: 3 clusters Score -1.045762e+07 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26028 members 
Mstep: Class 2 contains 26061 members 
Entering Unmasked Estep 
Score: -10457622.000000 Penalty: 5386.911621
	Iteration 155Q: 3 clusters Score -1.045762e+07 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -10457628.000000 Penalty: 5386.911621
	Iteration 156Q: 3 clusters Score -1.045763e+07 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26062 members 
Entering Unmasked Estep 
Score: -10457628.000000 Penalty: 5386.911621
	Iteration 157Q: 3 clusters Score -1.045763e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -10457630.000000 Penalty: 5386.911621
	Iteration 158Q: 3 clusters Score -1.045763e+07 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -10457633.000000 Penalty: 5386.911621
	Iteration 159Q: 3 clusters Score -1.045763e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -10457624.000000 Penalty: 5386.911621
	Iteration 160F: 3 clusters Score -1.045762e+07 nChanged 7
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -1.045763e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -1.045763e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -10457629.000000 Penalty: 5386.911621
	Iteration 163Q: 3 clusters Score -1.045763e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -1.045763e+07 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -1.045763e+07 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -1.045763e+07 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -10457620.000000 Penalty: 5386.911621
	Iteration 167Q: 3 clusters Score -1.045762e+07 nChanged 17
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -10457622.000000 Penalty: 5386.911621
	Iteration 168Q: 3 clusters Score -1.045762e+07 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -10457619.000000 Penalty: 5386.911621
	Iteration 169Q: 3 clusters Score -1.045762e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -1.045763e+07 nChanged 6
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -1.045762e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -10457633.000000 Penalty: 5386.911621
	Iteration 172Q: 3 clusters Score -1.045763e+07 nChanged 4
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -1.045762e+07 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -10457635.000000 Penalty: 5386.911621
	Iteration 174Q: 3 clusters Score -1.045764e+07 nChanged 8
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -10457633.000000 Penalty: 5386.911621
	Iteration 175Q: 3 clusters Score -1.045763e+07 nChanged 15
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -10457618.000000 Penalty: 5386.911621
	Iteration 176Q: 3 clusters Score -1.045762e+07 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -1.045762e+07 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -10457613.000000 Penalty: 5386.911621
	Iteration 178Q: 3 clusters Score -1.045761e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -10457630.000000 Penalty: 5386.911621
	Iteration 179Q: 3 clusters Score -1.045763e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -10457632.000000 Penalty: 5386.911621
	Iteration 180F: 3 clusters Score -1.045763e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -10457615.000000 Penalty: 5386.911621
	Iteration 181Q: 3 clusters Score -1.045762e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -10457621.000000 Penalty: 5386.911621
	Iteration 182Q: 3 clusters Score -1.045762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -10457621.000000 Penalty: 5386.911621
	Iteration 183Q: 3 clusters Score -1.045762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 26050 members 
Entering Unmasked Estep 
Score: -10457622.000000 Penalty: 5386.911621
	Iteration 184Q: 3 clusters Score -1.045762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -10457622.000000 Penalty: 5386.911621
	Iteration 185Q: 3 clusters Score -1.045762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -10457612.000000 Penalty: 5386.911621
	Iteration 186Q: 3 clusters Score -1.045761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26035 members 
Mstep: Class 2 contains 26054 members 
Entering Unmasked Estep 
Score: -10457611.000000 Penalty: 5386.911621
	Iteration 187Q: 3 clusters Score -1.045761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -10457609.000000 Penalty: 5386.911621
	Iteration 188Q: 3 clusters Score -1.045761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -10457608.000000 Penalty: 5386.911621
	Iteration 189Q: 3 clusters Score -1.045761e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26037 members 
Mstep: Class 2 contains 26052 members 
Entering Unmasked Estep 
Score: -10457615.000000 Penalty: 5386.911621
	Iteration 190Q: 3 clusters Score -1.045762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -10457613.000000 Penalty: 5386.911621
	Iteration 191Q: 3 clusters Score -1.045761e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26038 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -10457609.000000 Penalty: 5386.911621
	Iteration 192Q: 3 clusters Score -1.045761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26040 members 
Mstep: Class 2 contains 26049 members 
Entering Unmasked Estep 
Score: -10457613.000000 Penalty: 5386.911621
	Iteration 193Q: 3 clusters Score -1.045761e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -10457611.000000 Penalty: 5386.911621
	Iteration 194Q: 3 clusters Score -1.045761e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -10457605.000000 Penalty: 5386.911621
	Iteration 195Q: 3 clusters Score -1.04576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 26048 members 
Entering Unmasked Estep 
Score: -10457605.000000 Penalty: 5386.911621
	Iteration 196F: 3 clusters Score -1.04576e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 26041 members 
Mstep: Class 3 contains 45629 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 41891 members 
Mstep: Class 6 contains 40425 members 
Mstep: Class 7 contains 394 members 
Mstep: Class 8 contains 45310 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 40364 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 72680 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 37713 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 43925 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34270 members 
Mstep: Class 22 contains 31223 members 
Mstep: Class 23 contains 24144 members 
Mstep: Class 24 contains 35061 members 
Mstep: Class 25 contains 19123 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41760 members 
Mstep: Class 28 contains 30736 members 
Mstep: Class 29 contains 38724 members 
Mstep: Class 30 contains 60212 members 
Mstep: Class 31 contains 56649 members 
Mstep: Class 32 contains 69450 members 
Mstep: Class 33 contains 23900 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 21291 members 
Mstep: Class 36 contains 48573 members 
Mstep: Class 37 contains 1612 members 
Mstep: Class 38 contains 866 members 
Mstep: Class 39 contains 26048 members 
Entering Unmasked Estep 
Score: -207901344.000000 Penalty: 134687.171875
Splitting cluster 2 changes total score from -207878736.000000 to -207901344.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 3 (45629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45629 members 
Entering Unmasked Estep 
Score: -8758515.000000 Penalty: 2660.618164
	Iteration 0F: 2 clusters Score -8758515 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 22756 members 
Entering Unmasked Estep 
Score: -8731639.000000 Penalty: 5321.236328
	Iteration 0F: 3 clusters Score -8731639 nChanged 20966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -8743102.000000 Penalty: 5321.236328
	Iteration 1F: 3 clusters Score -8743102 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 21695 members 
Entering Unmasked Estep 
Score: -8743655.000000 Penalty: 5321.236328
	Iteration 2Q: 3 clusters Score -8743655 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -8744022.000000 Penalty: 5321.236328
	Iteration 3Q: 3 clusters Score -8744022 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -8744388.000000 Penalty: 5321.236328
	Iteration 4Q: 3 clusters Score -8744388 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25934 members 
Mstep: Class 2 contains 19695 members 
Entering Unmasked Estep 
Score: -8744759.000000 Penalty: 5321.236328
	Iteration 5Q: 3 clusters Score -8744759 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27081 members 
Mstep: Class 2 contains 18548 members 
Entering Unmasked Estep 
Score: -8745216.000000 Penalty: 5321.236328
	Iteration 6Q: 3 clusters Score -8745216 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -8745903.000000 Penalty: 5321.236328
	Iteration 7Q: 3 clusters Score -8745903 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -8746831.000000 Penalty: 5321.236328
	Iteration 8Q: 3 clusters Score -8746831 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -8748100.000000 Penalty: 5321.236328
	Iteration 9F: 3 clusters Score -8748100 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34957 members 
Mstep: Class 2 contains 10672 members 
Entering Unmasked Estep 
Score: -8749716.000000 Penalty: 5321.236328
	Iteration 10F: 3 clusters Score -8749716 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36939 members 
Mstep: Class 2 contains 8690 members 
Entering Unmasked Estep 
Score: -8751363.000000 Penalty: 5321.236328
	Iteration 11Q: 3 clusters Score -8751363 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38318 members 
Mstep: Class 2 contains 7311 members 
Entering Unmasked Estep 
Score: -8752513.000000 Penalty: 5321.236328
	Iteration 12Q: 3 clusters Score -8752513 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 6351 members 
Entering Unmasked Estep 
Score: -8753335.000000 Penalty: 5321.236328
	Iteration 13Q: 3 clusters Score -8753335 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39935 members 
Mstep: Class 2 contains 5694 members 
Entering Unmasked Estep 
Score: -8753853.000000 Penalty: 5321.236328
	Iteration 14Q: 3 clusters Score -8753853 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40416 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -8754073.000000 Penalty: 5321.236328
	Iteration 15Q: 3 clusters Score -8754073 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -8754286.000000 Penalty: 5321.236328
	Iteration 16Q: 3 clusters Score -8754286 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41132 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -8754474.000000 Penalty: 5321.236328
	Iteration 17Q: 3 clusters Score -8754474 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41420 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -8754586.000000 Penalty: 5321.236328
	Iteration 18Q: 3 clusters Score -8754586 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -8754703.000000 Penalty: 5321.236328
	Iteration 19Q: 3 clusters Score -8754703 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 3719 members 
Entering Unmasked Estep 
Score: -8754812.000000 Penalty: 5321.236328
	Iteration 20F: 3 clusters Score -8754812 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -8754898.000000 Penalty: 5321.236328
	Iteration 21Q: 3 clusters Score -8754898 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42365 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8754967.000000 Penalty: 5321.236328
	Iteration 22Q: 3 clusters Score -8754967 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42566 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -8755029.000000 Penalty: 5321.236328
	Iteration 23Q: 3 clusters Score -8755029 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42763 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -8755093.000000 Penalty: 5321.236328
	Iteration 24Q: 3 clusters Score -8755093 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42942 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -8755143.000000 Penalty: 5321.236328
	Iteration 25Q: 3 clusters Score -8755143 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43099 members 
Mstep: Class 2 contains 2530 members 
Entering Unmasked Estep 
Score: -8755232.000000 Penalty: 5321.236328
	Iteration 26Q: 3 clusters Score -8755232 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43240 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8755319.000000 Penalty: 5321.236328
	Iteration 27Q: 3 clusters Score -8755319 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43384 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -8755390.000000 Penalty: 5321.236328
	Iteration 28Q: 3 clusters Score -8755390 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -8755491.000000 Penalty: 5321.236328
	Iteration 29Q: 3 clusters Score -8755491 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43682 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -8755549.000000 Penalty: 5321.236328
	Iteration 30Q: 3 clusters Score -8755549 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43799 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -8755614.000000 Penalty: 5321.236328
	Iteration 31Q: 3 clusters Score -8755614 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43912 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -8755663.000000 Penalty: 5321.236328
	Iteration 32Q: 3 clusters Score -8755663 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44027 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -8755742.000000 Penalty: 5321.236328
	Iteration 33Q: 3 clusters Score -8755742 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1492 members 
Entering Unmasked Estep 
Score: -8755809.000000 Penalty: 5321.236328
	Iteration 34Q: 3 clusters Score -8755809 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44223 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8755877.000000 Penalty: 5321.236328
	Iteration 35Q: 3 clusters Score -8755877 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44309 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -8755940.000000 Penalty: 5321.236328
	Iteration 36Q: 3 clusters Score -8755940 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44385 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -8755954.000000 Penalty: 5321.236328
	Iteration 37Q: 3 clusters Score -8755954 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -8755981.000000 Penalty: 5321.236328
	Iteration 38Q: 3 clusters Score -8755981 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44497 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -8755992.000000 Penalty: 5321.236328
	Iteration 39Q: 3 clusters Score -8755992 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44549 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -8756033.000000 Penalty: 5321.236328
	Iteration 40F: 3 clusters Score -8756033 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44590 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8756052.000000 Penalty: 5321.236328
	Iteration 41Q: 3 clusters Score -8756052 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44634 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -8756089.000000 Penalty: 5321.236328
	Iteration 42Q: 3 clusters Score -8756089 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8756096.000000 Penalty: 5321.236328
	Iteration 43Q: 3 clusters Score -8756096 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44699 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -8756108.000000 Penalty: 5321.236328
	Iteration 44Q: 3 clusters Score -8756108 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -8756130.000000 Penalty: 5321.236328
	Iteration 45Q: 3 clusters Score -8756130 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -8756148.000000 Penalty: 5321.236328
	Iteration 46Q: 3 clusters Score -8756148 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -8756168.000000 Penalty: 5321.236328
	Iteration 47Q: 3 clusters Score -8756168 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8756182.000000 Penalty: 5321.236328
	Iteration 48Q: 3 clusters Score -8756182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -8756186.000000 Penalty: 5321.236328
	Iteration 49Q: 3 clusters Score -8756186 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8756207.000000 Penalty: 5321.236328
	Iteration 50Q: 3 clusters Score -8756207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -8756217.000000 Penalty: 5321.236328
	Iteration 51Q: 3 clusters Score -8756217 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44838 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -8756221.000000 Penalty: 5321.236328
	Iteration 52Q: 3 clusters Score -8756221 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44850 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -8756235.000000 Penalty: 5321.236328
	Iteration 53Q: 3 clusters Score -8756235 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8756243.000000 Penalty: 5321.236328
	Iteration 54Q: 3 clusters Score -8756243 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44880 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8756246.000000 Penalty: 5321.236328
	Iteration 55Q: 3 clusters Score -8756246 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44899 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8756262.000000 Penalty: 5321.236328
	Iteration 56Q: 3 clusters Score -8756262 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44916 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8756273.000000 Penalty: 5321.236328
	Iteration 57Q: 3 clusters Score -8756273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8756281.000000 Penalty: 5321.236328
	Iteration 58Q: 3 clusters Score -8756281 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44942 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -8756276.000000 Penalty: 5321.236328
	Iteration 59Q: 3 clusters Score -8756276 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44947 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -8756279.000000 Penalty: 5321.236328
	Iteration 60F: 3 clusters Score -8756279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -8756283.000000 Penalty: 5321.236328
	Iteration 61Q: 3 clusters Score -8756283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44955 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8756282.000000 Penalty: 5321.236328
	Iteration 62Q: 3 clusters Score -8756282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8756283.000000 Penalty: 5321.236328
	Iteration 63Q: 3 clusters Score -8756283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8756281.000000 Penalty: 5321.236328
	Iteration 64Q: 3 clusters Score -8756281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44957 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8756286.000000 Penalty: 5321.236328
	Iteration 65Q: 3 clusters Score -8756286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -8756287.000000 Penalty: 5321.236328
	Iteration 66Q: 3 clusters Score -8756287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8756286.000000 Penalty: 5321.236328
	Iteration 67Q: 3 clusters Score -8756286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44959 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8756273.000000 Penalty: 5321.236328
	Iteration 68Q: 3 clusters Score -8756273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44960 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -8756280.000000 Penalty: 5321.236328
	Iteration 69Q: 3 clusters Score -8756280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8756285.000000 Penalty: 5321.236328
	Iteration 70Q: 3 clusters Score -8756285 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44963 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -8756280.000000 Penalty: 5321.236328
	Iteration 71Q: 3 clusters Score -8756280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44965 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8756287.000000 Penalty: 5321.236328
	Iteration 72Q: 3 clusters Score -8756287 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8756282.000000 Penalty: 5321.236328
	Iteration 73Q: 3 clusters Score -8756282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8756286.000000 Penalty: 5321.236328
	Iteration 74Q: 3 clusters Score -8756286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8756283.000000 Penalty: 5321.236328
	Iteration 75Q: 3 clusters Score -8756283 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8756287.000000 Penalty: 5321.236328
	Iteration 76Q: 3 clusters Score -8756287 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8756290.000000 Penalty: 5321.236328
	Iteration 77Q: 3 clusters Score -8756290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8756290.000000 Penalty: 5321.236328
	Iteration 78F: 3 clusters Score -8756290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3723 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3723 members 
Entering Unmasked Estep 
Score: -692706.812500 Penalty: 2039.126709
	Iteration 0F: 2 clusters Score -692706.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -688951.375000 Penalty: 4078.253418
	Iteration 0F: 3 clusters Score -688951.4 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -689735.062500 Penalty: 4078.253418
	Iteration 1F: 3 clusters Score -689735.1 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -689963.375000 Penalty: 4078.253418
	Iteration 2F: 3 clusters Score -689963.4 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -690072.062500 Penalty: 4078.253418
	Iteration 3F: 3 clusters Score -690072.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -690138.375000 Penalty: 4078.253418
	Iteration 4Q: 3 clusters Score -690138.4 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -690224.250000 Penalty: 4078.253418
	Iteration 5Q: 3 clusters Score -690224.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -690360.375000 Penalty: 4078.253418
	Iteration 6Q: 3 clusters Score -690360.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -690582.750000 Penalty: 4078.253418
	Iteration 7Q: 3 clusters Score -690582.8 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -690905.062500 Penalty: 4078.253418
	Iteration 8F: 3 clusters Score -690905.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -691289.437500 Penalty: 4078.253418
	Iteration 9F: 3 clusters Score -691289.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -691662.000000 Penalty: 4078.253418
	Iteration 10F: 3 clusters Score -691662 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -691931.375000 Penalty: 4078.253418
	Iteration 11F: 3 clusters Score -691931.4 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -692113.562500 Penalty: 4078.253418
	Iteration 12Q: 3 clusters Score -692113.6 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -692225.375000 Penalty: 4078.253418
	Iteration 13Q: 3 clusters Score -692225.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2850 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -692289.062500 Penalty: 4078.253418
	Iteration 14Q: 3 clusters Score -692289.1 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -692318.250000 Penalty: 4078.253418
	Iteration 15Q: 3 clusters Score -692318.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -692333.750000 Penalty: 4078.253418
	Iteration 16Q: 3 clusters Score -692333.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -692344.562500 Penalty: 4078.253418
	Iteration 17Q: 3 clusters Score -692344.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -692349.062500 Penalty: 4078.253418
	Iteration 18Q: 3 clusters Score -692349.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -692352.062500 Penalty: 4078.253418
	Iteration 19Q: 3 clusters Score -692352.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -692352.312500 Penalty: 4078.253418
	Iteration 20F: 3 clusters Score -692352.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2886 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -692354.812500 Penalty: 4078.253418
	Iteration 21Q: 3 clusters Score -692354.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -692355.500000 Penalty: 4078.253418
	Iteration 22Q: 3 clusters Score -692355.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -692359.000000 Penalty: 4078.253418
	Iteration 23Q: 3 clusters Score -692359 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -692361.187500 Penalty: 4078.253418
	Iteration 24Q: 3 clusters Score -692361.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -692363.187500 Penalty: 4078.253418
	Iteration 25Q: 3 clusters Score -692363.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -692363.187500 Penalty: 4078.253418
	Iteration 26F: 3 clusters Score -692363.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (41891 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Entering Unmasked Estep 
Score: -8042350.500000 Penalty: 2639.420898
	Iteration 0F: 2 clusters Score -8042350 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -8016266.000000 Penalty: 5278.841797
	Iteration 0F: 3 clusters Score -8016266 nChanged 19279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 20657 members 
Entering Unmasked Estep 
Score: -8026757.000000 Penalty: 5278.841797
	Iteration 1F: 3 clusters Score -8026757 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 20504 members 
Entering Unmasked Estep 
Score: -8027197.500000 Penalty: 5278.841797
	Iteration 2Q: 3 clusters Score -8027198 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 20258 members 
Entering Unmasked Estep 
Score: -8027554.000000 Penalty: 5278.841797
	Iteration 3Q: 3 clusters Score -8027554 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21898 members 
Mstep: Class 2 contains 19993 members 
Entering Unmasked Estep 
Score: -8027891.500000 Penalty: 5278.841797
	Iteration 4Q: 3 clusters Score -8027892 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 19636 members 
Entering Unmasked Estep 
Score: -8028212.500000 Penalty: 5278.841797
	Iteration 5Q: 3 clusters Score -8028212 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -8028558.000000 Penalty: 5278.841797
	Iteration 6Q: 3 clusters Score -8028558 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23599 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -8028962.500000 Penalty: 5278.841797
	Iteration 7Q: 3 clusters Score -8028962 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 17173 members 
Entering Unmasked Estep 
Score: -8029507.500000 Penalty: 5278.841797
	Iteration 8Q: 3 clusters Score -8029508 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -8030273.500000 Penalty: 5278.841797
	Iteration 9Q: 3 clusters Score -8030274 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -8031458.500000 Penalty: 5278.841797
	Iteration 10Q: 3 clusters Score -8031458 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -8032877.500000 Penalty: 5278.841797
	Iteration 11F: 3 clusters Score -8032878 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33119 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -8034616.000000 Penalty: 5278.841797
	Iteration 12F: 3 clusters Score -8034616 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -8036202.000000 Penalty: 5278.841797
	Iteration 13F: 3 clusters Score -8036202 nChanged 1994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37543 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -8037572.000000 Penalty: 5278.841797
	Iteration 14Q: 3 clusters Score -8037572 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38918 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -8038547.000000 Penalty: 5278.841797
	Iteration 15Q: 3 clusters Score -8038547 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8039153.500000 Penalty: 5278.841797
	Iteration 16Q: 3 clusters Score -8039154 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40294 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -8039572.500000 Penalty: 5278.841797
	Iteration 17Q: 3 clusters Score -8039572 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40611 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -8039768.500000 Penalty: 5278.841797
	Iteration 18Q: 3 clusters Score -8039768 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40808 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -8039916.000000 Penalty: 5278.841797
	Iteration 19Q: 3 clusters Score -8039916 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -8040044.500000 Penalty: 5278.841797
	Iteration 20F: 3 clusters Score -8040044 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8040096.500000 Penalty: 5278.841797
	Iteration 21Q: 3 clusters Score -8040096 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41103 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8040144.500000 Penalty: 5278.841797
	Iteration 22Q: 3 clusters Score -8040144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41141 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -8040164.000000 Penalty: 5278.841797
	Iteration 23Q: 3 clusters Score -8040164 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41158 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8040184.000000 Penalty: 5278.841797
	Iteration 24Q: 3 clusters Score -8040184 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8040205.500000 Penalty: 5278.841797
	Iteration 25Q: 3 clusters Score -8040206 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41190 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -8040213.500000 Penalty: 5278.841797
	Iteration 26Q: 3 clusters Score -8040214 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41198 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8040206.500000 Penalty: 5278.841797
	Iteration 27Q: 3 clusters Score -8040206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8040208.000000 Penalty: 5278.841797
	Iteration 28Q: 3 clusters Score -8040208 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8040215.500000 Penalty: 5278.841797
	Iteration 29Q: 3 clusters Score -8040216 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41221 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8040225.000000 Penalty: 5278.841797
	Iteration 30Q: 3 clusters Score -8040225 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41230 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8040240.000000 Penalty: 5278.841797
	Iteration 31Q: 3 clusters Score -8040240 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41238 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8040238.500000 Penalty: 5278.841797
	Iteration 32Q: 3 clusters Score -8040238 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8040252.500000 Penalty: 5278.841797
	Iteration 33Q: 3 clusters Score -8040252 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41241 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -8040246.000000 Penalty: 5278.841797
	Iteration 34Q: 3 clusters Score -8040246 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -8040248.000000 Penalty: 5278.841797
	Iteration 35Q: 3 clusters Score -8040248 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41251 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8040253.500000 Penalty: 5278.841797
	Iteration 36Q: 3 clusters Score -8040254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41256 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -8040261.000000 Penalty: 5278.841797
	Iteration 37Q: 3 clusters Score -8040261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41258 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -8040267.000000 Penalty: 5278.841797
	Iteration 38Q: 3 clusters Score -8040267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -8040267.000000 Penalty: 5278.841797
	Iteration 39Q: 3 clusters Score -8040267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41266 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8040271.000000 Penalty: 5278.841797
	Iteration 40F: 3 clusters Score -8040271 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41267 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -8040267.000000 Penalty: 5278.841797
	Iteration 41Q: 3 clusters Score -8040267 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41268 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -8040263.500000 Penalty: 5278.841797
	Iteration 42Q: 3 clusters Score -8040264 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8040261.000000 Penalty: 5278.841797
	Iteration 43Q: 3 clusters Score -8040261 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41269 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8040261.000000 Penalty: 5278.841797
	Iteration 44F: 3 clusters Score -8040261 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (40425 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40425 members 
Entering Unmasked Estep 
Score: -7780735.000000 Penalty: 2630.586426
	Iteration 0F: 2 clusters Score -7780735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20250 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -7756089.500000 Penalty: 5261.172852
	Iteration 0F: 3 clusters Score -7756090 nChanged 18398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20184 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -7766156.000000 Penalty: 5261.172852
	Iteration 1F: 3 clusters Score -7766156 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19954 members 
Mstep: Class 2 contains 20471 members 
Entering Unmasked Estep 
Score: -7766651.500000 Penalty: 5261.172852
	Iteration 2Q: 3 clusters Score -7766652 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -7767137.500000 Penalty: 5261.172852
	Iteration 3Q: 3 clusters Score -7767138 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 21147 members 
Entering Unmasked Estep 
Score: -7767583.000000 Penalty: 5261.172852
	Iteration 4Q: 3 clusters Score -7767583 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18747 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -7768011.000000 Penalty: 5261.172852
	Iteration 5Q: 3 clusters Score -7768011 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -7768425.500000 Penalty: 5261.172852
	Iteration 6Q: 3 clusters Score -7768426 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -7768977.000000 Penalty: 5261.172852
	Iteration 7Q: 3 clusters Score -7768977 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16071 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -7769612.500000 Penalty: 5261.172852
	Iteration 8Q: 3 clusters Score -7769612 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -7770464.500000 Penalty: 5261.172852
	Iteration 9Q: 3 clusters Score -7770464 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -7771564.500000 Penalty: 5261.172852
	Iteration 10Q: 3 clusters Score -7771564 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11034 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -7772908.000000 Penalty: 5261.172852
	Iteration 11F: 3 clusters Score -7772908 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 31664 members 
Entering Unmasked Estep 
Score: -7774402.500000 Penalty: 5261.172852
	Iteration 12F: 3 clusters Score -7774402 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -7775693.500000 Penalty: 5261.172852
	Iteration 13F: 3 clusters Score -7775694 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4707 members 
Mstep: Class 2 contains 35718 members 
Entering Unmasked Estep 
Score: -7776517.000000 Penalty: 5261.172852
	Iteration 14Q: 3 clusters Score -7776517 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 37149 members 
Entering Unmasked Estep 
Score: -7777104.500000 Penalty: 5261.172852
	Iteration 15Q: 3 clusters Score -7777104 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 38173 members 
Entering Unmasked Estep 
Score: -7777540.500000 Penalty: 5261.172852
	Iteration 16Q: 3 clusters Score -7777540 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -7777838.000000 Penalty: 5261.172852
	Iteration 17Q: 3 clusters Score -7777838 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 39292 members 
Entering Unmasked Estep 
Score: -7777982.000000 Penalty: 5261.172852
	Iteration 18Q: 3 clusters Score -7777982 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 39560 members 
Entering Unmasked Estep 
Score: -7778091.500000 Penalty: 5261.172852
	Iteration 19Q: 3 clusters Score -7778092 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 39727 members 
Entering Unmasked Estep 
Score: -7778182.000000 Penalty: 5261.172852
	Iteration 20F: 3 clusters Score -7778182 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 39830 members 
Entering Unmasked Estep 
Score: -7778286.000000 Penalty: 5261.172852
	Iteration 21Q: 3 clusters Score -7778286 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -7778317.500000 Penalty: 5261.172852
	Iteration 22Q: 3 clusters Score -7778318 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 39929 members 
Entering Unmasked Estep 
Score: -7778364.500000 Penalty: 5261.172852
	Iteration 23Q: 3 clusters Score -7778364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -7778378.500000 Penalty: 5261.172852
	Iteration 24Q: 3 clusters Score -7778378 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -7778396.500000 Penalty: 5261.172852
	Iteration 25Q: 3 clusters Score -7778396 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 39983 members 
Entering Unmasked Estep 
Score: -7778408.000000 Penalty: 5261.172852
	Iteration 26Q: 3 clusters Score -7778408 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 39992 members 
Entering Unmasked Estep 
Score: -7778416.000000 Penalty: 5261.172852
	Iteration 27Q: 3 clusters Score -7778416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 40000 members 
Entering Unmasked Estep 
Score: -7778421.500000 Penalty: 5261.172852
	Iteration 28Q: 3 clusters Score -7778422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 40009 members 
Entering Unmasked Estep 
Score: -7778426.500000 Penalty: 5261.172852
	Iteration 29Q: 3 clusters Score -7778426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -7778426.500000 Penalty: 5261.172852
	Iteration 30Q: 3 clusters Score -7778426 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 40025 members 
Entering Unmasked Estep 
Score: -7778426.500000 Penalty: 5261.172852
	Iteration 31Q: 3 clusters Score -7778426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -7778437.000000 Penalty: 5261.172852
	Iteration 32Q: 3 clusters Score -7778437 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 40033 members 
Entering Unmasked Estep 
Score: -7778445.000000 Penalty: 5261.172852
	Iteration 33Q: 3 clusters Score -7778445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -7778441.500000 Penalty: 5261.172852
	Iteration 34Q: 3 clusters Score -7778442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -7778441.500000 Penalty: 5261.172852
	Iteration 35Q: 3 clusters Score -7778442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 40039 members 
Entering Unmasked Estep 
Score: -7778445.000000 Penalty: 5261.172852
	Iteration 36Q: 3 clusters Score -7778445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 40042 members 
Entering Unmasked Estep 
Score: -7778454.500000 Penalty: 5261.172852
	Iteration 37Q: 3 clusters Score -7778454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -7778445.000000 Penalty: 5261.172852
	Iteration 38Q: 3 clusters Score -7778445 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -7778445.000000 Penalty: 5261.172852
	Iteration 39F: 3 clusters Score -7778445 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (394 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Entering Unmasked Estep 
Score: -48117.710938 Penalty: 1482.135010
	Iteration 0F: 2 clusters Score -48117.71 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -47274.226562 Penalty: 2964.270020
	Iteration 0F: 3 clusters Score -47274.23 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -47972.734375 Penalty: 2964.270020
	Iteration 1F: 3 clusters Score -47972.73 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -48795.472656 Penalty: 2964.270020
	Iteration 2F: 3 clusters Score -48795.47 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -48873.707031 Penalty: 2964.270020
	Iteration 3Q: 3 clusters Score -48873.71 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -48995.425781 Penalty: 2964.270020
	Iteration 4Q: 3 clusters Score -48995.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49033.707031 Penalty: 2964.270020
	Iteration 5Q: 3 clusters Score -49033.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -49033.707031 Penalty: 2964.270020
	Iteration 6F: 3 clusters Score -49033.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 26041 members 
Mstep: Class 3 contains 45629 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 41891 members 
Mstep: Class 6 contains 40425 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 45310 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 40364 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 72680 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 37713 members 
Mstep: Class 16 contains 1557 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 43925 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34270 members 
Mstep: Class 22 contains 31223 members 
Mstep: Class 23 contains 24144 members 
Mstep: Class 24 contains 35061 members 
Mstep: Class 25 contains 19123 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41760 members 
Mstep: Class 28 contains 30736 members 
Mstep: Class 29 contains 38724 members 
Mstep: Class 30 contains 60212 members 
Mstep: Class 31 contains 56649 members 
Mstep: Class 32 contains 69450 members 
Mstep: Class 33 contains 23900 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 21291 members 
Mstep: Class 36 contains 48573 members 
Mstep: Class 37 contains 1612 members 
Mstep: Class 38 contains 866 members 
Mstep: Class 39 contains 26048 members 
Mstep: Class 40 contains 283 members 
Entering Unmasked Estep 
Score: -207900304.000000 Penalty: 138140.687500
Splitting cluster 7 changes total score from -207878736.000000 to -207900304.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 8 (45310 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Entering Unmasked Estep 
Score: -8757480.000000 Penalty: 2658.878174
	Iteration 0F: 2 clusters Score -8757480 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22626 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -8730938.000000 Penalty: 5317.756348
	Iteration 0F: 3 clusters Score -8730938 nChanged 20883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22455 members 
Mstep: Class 2 contains 22855 members 
Entering Unmasked Estep 
Score: -8742388.000000 Penalty: 5317.756348
	Iteration 1F: 3 clusters Score -8742388 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22573 members 
Mstep: Class 2 contains 22737 members 
Entering Unmasked Estep 
Score: -8742979.000000 Penalty: 5317.756348
	Iteration 2Q: 3 clusters Score -8742979 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -8743614.000000 Penalty: 5317.756348
	Iteration 3Q: 3 clusters Score -8743614 nChanged 1921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 22229 members 
Entering Unmasked Estep 
Score: -8744318.000000 Penalty: 5317.756348
	Iteration 4Q: 3 clusters Score -8744318 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -8745080.000000 Penalty: 5317.756348
	Iteration 5Q: 3 clusters Score -8745080 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -8746056.000000 Penalty: 5317.756348
	Iteration 6Q: 3 clusters Score -8746056 nChanged 2200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 20029 members 
Entering Unmasked Estep 
Score: -8747252.000000 Penalty: 5317.756348
	Iteration 7Q: 3 clusters Score -8747252 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -8748771.000000 Penalty: 5317.756348
	Iteration 8F: 3 clusters Score -8748771 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27748 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -8750390.000000 Penalty: 5317.756348
	Iteration 9F: 3 clusters Score -8750390 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 16363 members 
Entering Unmasked Estep 
Score: -8751693.000000 Penalty: 5317.756348
	Iteration 10F: 3 clusters Score -8751693 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -8752513.000000 Penalty: 5317.756348
	Iteration 11Q: 3 clusters Score -8752513 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30723 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -8752931.000000 Penalty: 5317.756348
	Iteration 12Q: 3 clusters Score -8752931 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31505 members 
Mstep: Class 2 contains 13805 members 
Entering Unmasked Estep 
Score: -8753233.000000 Penalty: 5317.756348
	Iteration 13Q: 3 clusters Score -8753233 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32178 members 
Mstep: Class 2 contains 13132 members 
Entering Unmasked Estep 
Score: -8753446.000000 Penalty: 5317.756348
	Iteration 14Q: 3 clusters Score -8753446 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32823 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -8753572.000000 Penalty: 5317.756348
	Iteration 15Q: 3 clusters Score -8753572 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33486 members 
Mstep: Class 2 contains 11824 members 
Entering Unmasked Estep 
Score: -8753688.000000 Penalty: 5317.756348
	Iteration 16Q: 3 clusters Score -8753688 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34133 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -8753815.000000 Penalty: 5317.756348
	Iteration 17Q: 3 clusters Score -8753815 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -8753972.000000 Penalty: 5317.756348
	Iteration 18Q: 3 clusters Score -8753972 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35313 members 
Mstep: Class 2 contains 9997 members 
Entering Unmasked Estep 
Score: -8754079.000000 Penalty: 5317.756348
	Iteration 19Q: 3 clusters Score -8754079 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35864 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -8754178.000000 Penalty: 5317.756348
	Iteration 20F: 3 clusters Score -8754178 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36396 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -8754290.000000 Penalty: 5317.756348
	Iteration 21Q: 3 clusters Score -8754290 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36874 members 
Mstep: Class 2 contains 8436 members 
Entering Unmasked Estep 
Score: -8754406.000000 Penalty: 5317.756348
	Iteration 22Q: 3 clusters Score -8754406 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37331 members 
Mstep: Class 2 contains 7979 members 
Entering Unmasked Estep 
Score: -8754546.000000 Penalty: 5317.756348
	Iteration 23Q: 3 clusters Score -8754546 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37768 members 
Mstep: Class 2 contains 7542 members 
Entering Unmasked Estep 
Score: -8754621.000000 Penalty: 5317.756348
	Iteration 24Q: 3 clusters Score -8754621 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38164 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -8754724.000000 Penalty: 5317.756348
	Iteration 25Q: 3 clusters Score -8754724 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38546 members 
Mstep: Class 2 contains 6764 members 
Entering Unmasked Estep 
Score: -8754775.000000 Penalty: 5317.756348
	Iteration 26Q: 3 clusters Score -8754775 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38906 members 
Mstep: Class 2 contains 6404 members 
Entering Unmasked Estep 
Score: -8754851.000000 Penalty: 5317.756348
	Iteration 27Q: 3 clusters Score -8754851 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 6077 members 
Entering Unmasked Estep 
Score: -8754933.000000 Penalty: 5317.756348
	Iteration 28Q: 3 clusters Score -8754933 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -8755030.000000 Penalty: 5317.756348
	Iteration 29Q: 3 clusters Score -8755030 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39841 members 
Mstep: Class 2 contains 5469 members 
Entering Unmasked Estep 
Score: -8755191.000000 Penalty: 5317.756348
	Iteration 30Q: 3 clusters Score -8755191 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40072 members 
Mstep: Class 2 contains 5238 members 
Entering Unmasked Estep 
Score: -8755350.000000 Penalty: 5317.756348
	Iteration 31Q: 3 clusters Score -8755350 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40264 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8755469.000000 Penalty: 5317.756348
	Iteration 32Q: 3 clusters Score -8755469 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 4887 members 
Entering Unmasked Estep 
Score: -8755581.000000 Penalty: 5317.756348
	Iteration 33Q: 3 clusters Score -8755581 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40564 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -8755707.000000 Penalty: 5317.756348
	Iteration 34Q: 3 clusters Score -8755707 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -8755785.000000 Penalty: 5317.756348
	Iteration 35Q: 3 clusters Score -8755785 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40801 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
Score: -8755828.000000 Penalty: 5317.756348
	Iteration 36Q: 3 clusters Score -8755828 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -8755881.000000 Penalty: 5317.756348
	Iteration 37Q: 3 clusters Score -8755881 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -8755937.000000 Penalty: 5317.756348
	Iteration 38Q: 3 clusters Score -8755937 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41101 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -8755980.000000 Penalty: 5317.756348
	Iteration 39Q: 3 clusters Score -8755980 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41185 members 
Mstep: Class 2 contains 4125 members 
Entering Unmasked Estep 
Score: -8756011.000000 Penalty: 5317.756348
	Iteration 40F: 3 clusters Score -8756011 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41270 members 
Mstep: Class 2 contains 4040 members 
Entering Unmasked Estep 
Score: -8756038.000000 Penalty: 5317.756348
	Iteration 41Q: 3 clusters Score -8756038 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41338 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -8756062.000000 Penalty: 5317.756348
	Iteration 42Q: 3 clusters Score -8756062 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41376 members 
Mstep: Class 2 contains 3934 members 
Entering Unmasked Estep 
Score: -8756095.000000 Penalty: 5317.756348
	Iteration 43Q: 3 clusters Score -8756095 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41428 members 
Mstep: Class 2 contains 3882 members 
Entering Unmasked Estep 
Score: -8756098.000000 Penalty: 5317.756348
	Iteration 44Q: 3 clusters Score -8756098 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8756074.000000 Penalty: 5317.756348
	Iteration 45Q: 3 clusters Score -8756074 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -8756090.000000 Penalty: 5317.756348
	Iteration 46Q: 3 clusters Score -8756090 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -8756077.000000 Penalty: 5317.756348
	Iteration 47Q: 3 clusters Score -8756077 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41613 members 
Mstep: Class 2 contains 3697 members 
Entering Unmasked Estep 
Score: -8756070.000000 Penalty: 5317.756348
	Iteration 48Q: 3 clusters Score -8756070 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -8756107.000000 Penalty: 5317.756348
	Iteration 49Q: 3 clusters Score -8756107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -8756107.000000 Penalty: 5317.756348
	Iteration 50Q: 3 clusters Score -8756107 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41757 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -8756099.000000 Penalty: 5317.756348
	Iteration 51Q: 3 clusters Score -8756099 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -8756106.000000 Penalty: 5317.756348
	Iteration 52Q: 3 clusters Score -8756106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41837 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -8756105.000000 Penalty: 5317.756348
	Iteration 53Q: 3 clusters Score -8756105 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -8756129.000000 Penalty: 5317.756348
	Iteration 54Q: 3 clusters Score -8756129 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41897 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -8756135.000000 Penalty: 5317.756348
	Iteration 55Q: 3 clusters Score -8756135 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41926 members 
Mstep: Class 2 contains 3384 members 
Entering Unmasked Estep 
Score: -8756170.000000 Penalty: 5317.756348
	Iteration 56Q: 3 clusters Score -8756170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41961 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -8756171.000000 Penalty: 5317.756348
	Iteration 57Q: 3 clusters Score -8756171 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41984 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -8756182.000000 Penalty: 5317.756348
	Iteration 58Q: 3 clusters Score -8756182 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42007 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -8756175.000000 Penalty: 5317.756348
	Iteration 59Q: 3 clusters Score -8756175 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42022 members 
Mstep: Class 2 contains 3288 members 
Entering Unmasked Estep 
Score: -8756176.000000 Penalty: 5317.756348
	Iteration 60F: 3 clusters Score -8756176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42029 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -8756180.000000 Penalty: 5317.756348
	Iteration 61Q: 3 clusters Score -8756180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42035 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -8756178.000000 Penalty: 5317.756348
	Iteration 62Q: 3 clusters Score -8756178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42039 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -8756169.000000 Penalty: 5317.756348
	Iteration 63Q: 3 clusters Score -8756169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42044 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -8756169.000000 Penalty: 5317.756348
	Iteration 64Q: 3 clusters Score -8756169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42051 members 
Mstep: Class 2 contains 3259 members 
Entering Unmasked Estep 
Score: -8756167.000000 Penalty: 5317.756348
	Iteration 65Q: 3 clusters Score -8756167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -8756176.000000 Penalty: 5317.756348
	Iteration 66Q: 3 clusters Score -8756176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42062 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -8756165.000000 Penalty: 5317.756348
	Iteration 67Q: 3 clusters Score -8756165 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -8756167.000000 Penalty: 5317.756348
	Iteration 68Q: 3 clusters Score -8756167 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 3231 members 
Entering Unmasked Estep 
Score: -8756172.000000 Penalty: 5317.756348
	Iteration 69Q: 3 clusters Score -8756172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -8756171.000000 Penalty: 5317.756348
	Iteration 70Q: 3 clusters Score -8756171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -8756169.000000 Penalty: 5317.756348
	Iteration 71Q: 3 clusters Score -8756169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42105 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -8756173.000000 Penalty: 5317.756348
	Iteration 72Q: 3 clusters Score -8756173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42110 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -8756174.000000 Penalty: 5317.756348
	Iteration 73Q: 3 clusters Score -8756174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -8756179.000000 Penalty: 5317.756348
	Iteration 74Q: 3 clusters Score -8756179 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -8756181.000000 Penalty: 5317.756348
	Iteration 75Q: 3 clusters Score -8756181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42125 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -8756177.000000 Penalty: 5317.756348
	Iteration 76Q: 3 clusters Score -8756177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42131 members 
Mstep: Class 2 contains 3179 members 
Entering Unmasked Estep 
Score: -8756182.000000 Penalty: 5317.756348
	Iteration 77Q: 3 clusters Score -8756182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42135 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -8756173.000000 Penalty: 5317.756348
	Iteration 78Q: 3 clusters Score -8756173 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42137 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -8756170.000000 Penalty: 5317.756348
	Iteration 79Q: 3 clusters Score -8756170 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42138 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -8756169.000000 Penalty: 5317.756348
	Iteration 80F: 3 clusters Score -8756169 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -8756168.000000 Penalty: 5317.756348
	Iteration 81Q: 3 clusters Score -8756168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -8756175.000000 Penalty: 5317.756348
	Iteration 82Q: 3 clusters Score -8756175 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8756170.000000 Penalty: 5317.756348
	Iteration 83Q: 3 clusters Score -8756170 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42139 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -8756170.000000 Penalty: 5317.756348
	Iteration 84F: 3 clusters Score -8756170 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (3474 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3474 members 
Entering Unmasked Estep 
Score: -596512.062500 Penalty: 2021.959351
	Iteration 0F: 2 clusters Score -596512.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -593068.250000 Penalty: 4043.918701
	Iteration 0F: 3 clusters Score -593068.2 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -594153.562500 Penalty: 4043.918701
	Iteration 1F: 3 clusters Score -594153.6 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -594683.562500 Penalty: 4043.918701
	Iteration 2F: 3 clusters Score -594683.6 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -595130.562500 Penalty: 4043.918701
	Iteration 3F: 3 clusters Score -595130.6 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -595478.437500 Penalty: 4043.918701
	Iteration 4F: 3 clusters Score -595478.4 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -595684.187500 Penalty: 4043.918701
	Iteration 5F: 3 clusters Score -595684.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -595805.562500 Penalty: 4043.918701
	Iteration 6Q: 3 clusters Score -595805.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -595871.625000 Penalty: 4043.918701
	Iteration 7Q: 3 clusters Score -595871.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -595910.500000 Penalty: 4043.918701
	Iteration 8Q: 3 clusters Score -595910.5 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -595929.500000 Penalty: 4043.918701
	Iteration 9Q: 3 clusters Score -595929.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -595941.812500 Penalty: 4043.918701
	Iteration 10Q: 3 clusters Score -595941.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -595944.875000 Penalty: 4043.918701
	Iteration 11Q: 3 clusters Score -595944.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 1565 members 
Entering Unmasked Estep 
Score: -595947.750000 Penalty: 4043.918701
	Iteration 12Q: 3 clusters Score -595947.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1910 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -595947.625000 Penalty: 4043.918701
	Iteration 13Q: 3 clusters Score -595947.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -595948.250000 Penalty: 4043.918701
	Iteration 14Q: 3 clusters Score -595948.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -595948.250000 Penalty: 4043.918701
	Iteration 15F: 3 clusters Score -595948.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (40364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40364 members 
Entering Unmasked Estep 
Score: -7920023.000000 Penalty: 2630.212158
	Iteration 0F: 2 clusters Score -7920023 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 20317 members 
Entering Unmasked Estep 
Score: -7897183.000000 Penalty: 5260.424316
	Iteration 0F: 3 clusters Score -7897183 nChanged 18462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19365 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -7906966.000000 Penalty: 5260.424316
	Iteration 1F: 3 clusters Score -7906966 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18856 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -7907465.000000 Penalty: 5260.424316
	Iteration 2Q: 3 clusters Score -7907465 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -7908082.500000 Penalty: 5260.424316
	Iteration 3Q: 3 clusters Score -7908082 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -7908831.500000 Penalty: 5260.424316
	Iteration 4Q: 3 clusters Score -7908832 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -7909726.000000 Penalty: 5260.424316
	Iteration 5F: 3 clusters Score -7909726 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -7910825.000000 Penalty: 5260.424316
	Iteration 6F: 3 clusters Score -7910825 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 28486 members 
Entering Unmasked Estep 
Score: -7912230.000000 Penalty: 5260.424316
	Iteration 7F: 3 clusters Score -7912230 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9636 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -7913642.500000 Penalty: 5260.424316
	Iteration 8F: 3 clusters Score -7913642 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -7914790.500000 Penalty: 5260.424316
	Iteration 9F: 3 clusters Score -7914790 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 34936 members 
Entering Unmasked Estep 
Score: -7915727.000000 Penalty: 5260.424316
	Iteration 10F: 3 clusters Score -7915727 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 36484 members 
Entering Unmasked Estep 
Score: -7916447.500000 Penalty: 5260.424316
	Iteration 11Q: 3 clusters Score -7916448 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 37541 members 
Entering Unmasked Estep 
Score: -7916800.000000 Penalty: 5260.424316
	Iteration 12Q: 3 clusters Score -7916800 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 38301 members 
Entering Unmasked Estep 
Score: -7917143.000000 Penalty: 5260.424316
	Iteration 13Q: 3 clusters Score -7917143 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 38812 members 
Entering Unmasked Estep 
Score: -7917324.500000 Penalty: 5260.424316
	Iteration 14Q: 3 clusters Score -7917324 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 39134 members 
Entering Unmasked Estep 
Score: -7917451.500000 Penalty: 5260.424316
	Iteration 15Q: 3 clusters Score -7917452 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 39350 members 
Entering Unmasked Estep 
Score: -7917487.000000 Penalty: 5260.424316
	Iteration 16Q: 3 clusters Score -7917487 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 39508 members 
Entering Unmasked Estep 
Score: -7917565.000000 Penalty: 5260.424316
	Iteration 17Q: 3 clusters Score -7917565 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 39618 members 
Entering Unmasked Estep 
Score: -7917606.000000 Penalty: 5260.424316
	Iteration 18Q: 3 clusters Score -7917606 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 39702 members 
Entering Unmasked Estep 
Score: -7917624.000000 Penalty: 5260.424316
	Iteration 19Q: 3 clusters Score -7917624 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 39768 members 
Entering Unmasked Estep 
Score: -7917680.000000 Penalty: 5260.424316
	Iteration 20F: 3 clusters Score -7917680 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -7917705.500000 Penalty: 5260.424316
	Iteration 21Q: 3 clusters Score -7917706 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 39843 members 
Entering Unmasked Estep 
Score: -7917714.000000 Penalty: 5260.424316
	Iteration 22Q: 3 clusters Score -7917714 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 39855 members 
Entering Unmasked Estep 
Score: -7917723.000000 Penalty: 5260.424316
	Iteration 23Q: 3 clusters Score -7917723 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7917741.000000 Penalty: 5260.424316
	Iteration 24Q: 3 clusters Score -7917741 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 39885 members 
Entering Unmasked Estep 
Score: -7917760.500000 Penalty: 5260.424316
	Iteration 25Q: 3 clusters Score -7917760 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -7917773.000000 Penalty: 5260.424316
	Iteration 26Q: 3 clusters Score -7917773 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -7917782.500000 Penalty: 5260.424316
	Iteration 27Q: 3 clusters Score -7917782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 39923 members 
Entering Unmasked Estep 
Score: -7917794.500000 Penalty: 5260.424316
	Iteration 28Q: 3 clusters Score -7917794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 39933 members 
Entering Unmasked Estep 
Score: -7917796.500000 Penalty: 5260.424316
	Iteration 29Q: 3 clusters Score -7917796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 39940 members 
Entering Unmasked Estep 
Score: -7917786.500000 Penalty: 5260.424316
	Iteration 30Q: 3 clusters Score -7917786 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 39941 members 
Entering Unmasked Estep 
Score: -7917783.500000 Penalty: 5260.424316
	Iteration 31Q: 3 clusters Score -7917784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 39947 members 
Entering Unmasked Estep 
Score: -7917791.000000 Penalty: 5260.424316
	Iteration 32Q: 3 clusters Score -7917791 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 39955 members 
Entering Unmasked Estep 
Score: -7917802.500000 Penalty: 5260.424316
	Iteration 33Q: 3 clusters Score -7917802 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 39963 members 
Entering Unmasked Estep 
Score: -7917816.500000 Penalty: 5260.424316
	Iteration 34Q: 3 clusters Score -7917816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 39969 members 
Entering Unmasked Estep 
Score: -7917816.000000 Penalty: 5260.424316
	Iteration 35Q: 3 clusters Score -7917816 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 39975 members 
Entering Unmasked Estep 
Score: -7917832.500000 Penalty: 5260.424316
	Iteration 36Q: 3 clusters Score -7917832 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 39980 members 
Entering Unmasked Estep 
Score: -7917842.500000 Penalty: 5260.424316
	Iteration 37Q: 3 clusters Score -7917842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 39985 members 
Entering Unmasked Estep 
Score: -7917848.000000 Penalty: 5260.424316
	Iteration 38Q: 3 clusters Score -7917848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 39987 members 
Entering Unmasked Estep 
Score: -7917857.500000 Penalty: 5260.424316
	Iteration 39Q: 3 clusters Score -7917858 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 39990 members 
Entering Unmasked Estep 
Score: -7917870.000000 Penalty: 5260.424316
	Iteration 40F: 3 clusters Score -7917870 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7917878.000000 Penalty: 5260.424316
	Iteration 41Q: 3 clusters Score -7917878 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 39993 members 
Entering Unmasked Estep 
Score: -7917878.500000 Penalty: 5260.424316
	Iteration 42Q: 3 clusters Score -7917878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 39995 members 
Entering Unmasked Estep 
Score: -7917876.500000 Penalty: 5260.424316
	Iteration 43Q: 3 clusters Score -7917876 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 39997 members 
Entering Unmasked Estep 
Score: -7917879.500000 Penalty: 5260.424316
	Iteration 44Q: 3 clusters Score -7917880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 40001 members 
Entering Unmasked Estep 
Score: -7917877.000000 Penalty: 5260.424316
	Iteration 45Q: 3 clusters Score -7917877 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 40005 members 
Entering Unmasked Estep 
Score: -7917884.000000 Penalty: 5260.424316
	Iteration 46Q: 3 clusters Score -7917884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 40007 members 
Entering Unmasked Estep 
Score: -7917886.500000 Penalty: 5260.424316
	Iteration 47Q: 3 clusters Score -7917886 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 40013 members 
Entering Unmasked Estep 
Score: -7917897.000000 Penalty: 5260.424316
	Iteration 48Q: 3 clusters Score -7917897 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -7917903.500000 Penalty: 5260.424316
	Iteration 49Q: 3 clusters Score -7917904 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -7917900.000000 Penalty: 5260.424316
	Iteration 50Q: 3 clusters Score -7917900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 40016 members 
Entering Unmasked Estep 
Score: -7917900.000000 Penalty: 5260.424316
	Iteration 51F: 3 clusters Score -7917900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (50941 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50941 members 
Entering Unmasked Estep 
Score: -9597520.000000 Penalty: 2687.929199
	Iteration 0F: 2 clusters Score -9597520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -9564014.000000 Penalty: 5375.858398
	Iteration 0F: 3 clusters Score -9564014 nChanged 23641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24570 members 
Mstep: Class 2 contains 26371 members 
Entering Unmasked Estep 
Score: -9576908.000000 Penalty: 5375.858398
	Iteration 1F: 3 clusters Score -9576908 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 26831 members 
Entering Unmasked Estep 
Score: -9577390.000000 Penalty: 5375.858398
	Iteration 2Q: 3 clusters Score -9577390 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 27562 members 
Entering Unmasked Estep 
Score: -9577859.000000 Penalty: 5375.858398
	Iteration 3Q: 3 clusters Score -9577859 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 28681 members 
Entering Unmasked Estep 
Score: -9578458.000000 Penalty: 5375.858398
	Iteration 4Q: 3 clusters Score -9578458 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20702 members 
Mstep: Class 2 contains 30239 members 
Entering Unmasked Estep 
Score: -9579233.000000 Penalty: 5375.858398
	Iteration 5Q: 3 clusters Score -9579233 nChanged 2443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -9580505.000000 Penalty: 5375.858398
	Iteration 6Q: 3 clusters Score -9580505 nChanged 3070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15647 members 
Mstep: Class 2 contains 35294 members 
Entering Unmasked Estep 
Score: -9582409.000000 Penalty: 5375.858398
	Iteration 7F: 3 clusters Score -9582409 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 38801 members 
Entering Unmasked Estep 
Score: -9585024.000000 Penalty: 5375.858398
	Iteration 8F: 3 clusters Score -9585024 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8349 members 
Mstep: Class 2 contains 42592 members 
Entering Unmasked Estep 
Score: -9588231.000000 Penalty: 5375.858398
	Iteration 9F: 3 clusters Score -9588231 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 45983 members 
Entering Unmasked Estep 
Score: -9591240.000000 Penalty: 5375.858398
	Iteration 10F: 3 clusters Score -9591240 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 48321 members 
Entering Unmasked Estep 
Score: -9593173.000000 Penalty: 5375.858398
	Iteration 11Q: 3 clusters Score -9593173 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -9594213.000000 Penalty: 5375.858398
	Iteration 12Q: 3 clusters Score -9594213 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 50146 members 
Entering Unmasked Estep 
Score: -9594662.000000 Penalty: 5375.858398
	Iteration 13Q: 3 clusters Score -9594662 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 50398 members 
Entering Unmasked Estep 
Score: -9594885.000000 Penalty: 5375.858398
	Iteration 14Q: 3 clusters Score -9594885 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -9595011.000000 Penalty: 5375.858398
	Iteration 15Q: 3 clusters Score -9595011 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 50568 members 
Entering Unmasked Estep 
Score: -9595070.000000 Penalty: 5375.858398
	Iteration 16Q: 3 clusters Score -9595070 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 50601 members 
Entering Unmasked Estep 
Score: -9595105.000000 Penalty: 5375.858398
	Iteration 17Q: 3 clusters Score -9595105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 50619 members 
Entering Unmasked Estep 
Score: -9595138.000000 Penalty: 5375.858398
	Iteration 18Q: 3 clusters Score -9595138 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 50629 members 
Entering Unmasked Estep 
Score: -9595154.000000 Penalty: 5375.858398
	Iteration 19Q: 3 clusters Score -9595154 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 50634 members 
Entering Unmasked Estep 
Score: -9595164.000000 Penalty: 5375.858398
	Iteration 20F: 3 clusters Score -9595164 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 50632 members 
Entering Unmasked Estep 
Score: -9595165.000000 Penalty: 5375.858398
	Iteration 21Q: 3 clusters Score -9595165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -9595165.000000 Penalty: 5375.858398
	Iteration 22Q: 3 clusters Score -9595165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 50636 members 
Entering Unmasked Estep 
Score: -9595173.000000 Penalty: 5375.858398
	Iteration 23Q: 3 clusters Score -9595173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 50641 members 
Entering Unmasked Estep 
Score: -9595184.000000 Penalty: 5375.858398
	Iteration 24Q: 3 clusters Score -9595184 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 50647 members 
Entering Unmasked Estep 
Score: -9595201.000000 Penalty: 5375.858398
	Iteration 25Q: 3 clusters Score -9595201 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 50651 members 
Entering Unmasked Estep 
Score: -9595206.000000 Penalty: 5375.858398
	Iteration 26Q: 3 clusters Score -9595206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 50653 members 
Entering Unmasked Estep 
Score: -9595204.000000 Penalty: 5375.858398
	Iteration 27Q: 3 clusters Score -9595204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 50655 members 
Entering Unmasked Estep 
Score: -9595213.000000 Penalty: 5375.858398
	Iteration 28Q: 3 clusters Score -9595213 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 50658 members 
Entering Unmasked Estep 
Score: -9595213.000000 Penalty: 5375.858398
	Iteration 29Q: 3 clusters Score -9595213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -9595213.000000 Penalty: 5375.858398
	Iteration 30Q: 3 clusters Score -9595213 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 50660 members 
Entering Unmasked Estep 
Score: -9595222.000000 Penalty: 5375.858398
	Iteration 31Q: 3 clusters Score -9595222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -9595220.000000 Penalty: 5375.858398
	Iteration 32Q: 3 clusters Score -9595220 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 50659 members 
Entering Unmasked Estep 
Score: -9595224.000000 Penalty: 5375.858398
	Iteration 33Q: 3 clusters Score -9595224 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 50661 members 
Entering Unmasked Estep 
Score: -9595229.000000 Penalty: 5375.858398
	Iteration 34Q: 3 clusters Score -9595229 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -9595229.000000 Penalty: 5375.858398
	Iteration 35Q: 3 clusters Score -9595229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -9595229.000000 Penalty: 5375.858398
	Iteration 36F: 3 clusters Score -9595229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (72680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72680 members 
Entering Unmasked Estep 
Score: -13277128.000000 Penalty: 2776.067871
	Iteration 0F: 2 clusters Score -1.327713e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36268 members 
Mstep: Class 2 contains 36412 members 
Entering Unmasked Estep 
Score: -13235407.000000 Penalty: 5552.135742
	Iteration 0F: 3 clusters Score -1.323541e+07 nChanged 33796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35416 members 
Mstep: Class 2 contains 37264 members 
Entering Unmasked Estep 
Score: -13253947.000000 Penalty: 5552.135742
	Iteration 1F: 3 clusters Score -1.325395e+07 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 37767 members 
Entering Unmasked Estep 
Score: -13254771.000000 Penalty: 5552.135742
	Iteration 2Q: 3 clusters Score -1.325477e+07 nChanged 2825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34156 members 
Mstep: Class 2 contains 38524 members 
Entering Unmasked Estep 
Score: -13255808.000000 Penalty: 5552.135742
	Iteration 3Q: 3 clusters Score -1.325581e+07 nChanged 3046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
Score: -13257089.000000 Penalty: 5552.135742
	Iteration 4Q: 3 clusters Score -1.325709e+07 nChanged 3242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 40644 members 
Entering Unmasked Estep 
Score: -13258551.000000 Penalty: 5552.135742
	Iteration 5Q: 3 clusters Score -1.325855e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 42082 members 
Entering Unmasked Estep 
Score: -13260518.000000 Penalty: 5552.135742
	Iteration 6Q: 3 clusters Score -1.326052e+07 nChanged 3778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 43628 members 
Entering Unmasked Estep 
Score: -13262720.000000 Penalty: 5552.135742
	Iteration 7F: 3 clusters Score -1.326272e+07 nChanged 3919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 45339 members 
Entering Unmasked Estep 
Score: -13265119.000000 Penalty: 5552.135742
	Iteration 8F: 3 clusters Score -1.326512e+07 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 47045 members 
Entering Unmasked Estep 
Score: -13267260.000000 Penalty: 5552.135742
	Iteration 9F: 3 clusters Score -1.326726e+07 nChanged 3609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 48640 members 
Entering Unmasked Estep 
Score: -13269110.000000 Penalty: 5552.135742
	Iteration 10Q: 3 clusters Score -1.326911e+07 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 50212 members 
Entering Unmasked Estep 
Score: -13270476.000000 Penalty: 5552.135742
	Iteration 11Q: 3 clusters Score -1.327048e+07 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 51633 members 
Entering Unmasked Estep 
Score: -13271490.000000 Penalty: 5552.135742
	Iteration 12Q: 3 clusters Score -1.327149e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19774 members 
Mstep: Class 2 contains 52906 members 
Entering Unmasked Estep 
Score: -13272132.000000 Penalty: 5552.135742
	Iteration 13Q: 3 clusters Score -1.327213e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 54089 members 
Entering Unmasked Estep 
Score: -13272462.000000 Penalty: 5552.135742
	Iteration 14Q: 3 clusters Score -1.327246e+07 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17489 members 
Mstep: Class 2 contains 55191 members 
Entering Unmasked Estep 
Score: -13272794.000000 Penalty: 5552.135742
	Iteration 15Q: 3 clusters Score -1.327279e+07 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 56231 members 
Entering Unmasked Estep 
Score: -13272988.000000 Penalty: 5552.135742
	Iteration 16Q: 3 clusters Score -1.327299e+07 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 57208 members 
Entering Unmasked Estep 
Score: -13273044.000000 Penalty: 5552.135742
	Iteration 17Q: 3 clusters Score -1.327304e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 58082 members 
Entering Unmasked Estep 
Score: -13273065.000000 Penalty: 5552.135742
	Iteration 18Q: 3 clusters Score -1.327306e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 58883 members 
Entering Unmasked Estep 
Score: -13273146.000000 Penalty: 5552.135742
	Iteration 19Q: 3 clusters Score -1.327315e+07 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 59611 members 
Entering Unmasked Estep 
Score: -13273150.000000 Penalty: 5552.135742
	Iteration 20F: 3 clusters Score -1.327315e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12432 members 
Mstep: Class 2 contains 60248 members 
Entering Unmasked Estep 
Score: -13273190.000000 Penalty: 5552.135742
	Iteration 21Q: 3 clusters Score -1.327319e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 60860 members 
Entering Unmasked Estep 
Score: -13273166.000000 Penalty: 5552.135742
	Iteration 22Q: 3 clusters Score -1.327317e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 61389 members 
Entering Unmasked Estep 
Score: -13273116.000000 Penalty: 5552.135742
	Iteration 23Q: 3 clusters Score -1.327312e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 61869 members 
Entering Unmasked Estep 
Score: -13273124.000000 Penalty: 5552.135742
	Iteration 24Q: 3 clusters Score -1.327312e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10388 members 
Mstep: Class 2 contains 62292 members 
Entering Unmasked Estep 
Score: -13273084.000000 Penalty: 5552.135742
	Iteration 25Q: 3 clusters Score -1.327308e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10000 members 
Mstep: Class 2 contains 62680 members 
Entering Unmasked Estep 
Score: -13273060.000000 Penalty: 5552.135742
	Iteration 26Q: 3 clusters Score -1.327306e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 62979 members 
Entering Unmasked Estep 
Score: -13273059.000000 Penalty: 5552.135742
	Iteration 27Q: 3 clusters Score -1.327306e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9466 members 
Mstep: Class 2 contains 63214 members 
Entering Unmasked Estep 
Score: -13272989.000000 Penalty: 5552.135742
	Iteration 28Q: 3 clusters Score -1.327299e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 63438 members 
Entering Unmasked Estep 
Score: -13272965.000000 Penalty: 5552.135742
	Iteration 29Q: 3 clusters Score -1.327296e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 63648 members 
Entering Unmasked Estep 
Score: -13272902.000000 Penalty: 5552.135742
	Iteration 30Q: 3 clusters Score -1.32729e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 63822 members 
Entering Unmasked Estep 
Score: -13272895.000000 Penalty: 5552.135742
	Iteration 31Q: 3 clusters Score -1.32729e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 63977 members 
Entering Unmasked Estep 
Score: -13272922.000000 Penalty: 5552.135742
	Iteration 32Q: 3 clusters Score -1.327292e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8579 members 
Mstep: Class 2 contains 64101 members 
Entering Unmasked Estep 
Score: -13272919.000000 Penalty: 5552.135742
	Iteration 33Q: 3 clusters Score -1.327292e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 64191 members 
Entering Unmasked Estep 
Score: -13272868.000000 Penalty: 5552.135742
	Iteration 34Q: 3 clusters Score -1.327287e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 64269 members 
Entering Unmasked Estep 
Score: -13272879.000000 Penalty: 5552.135742
	Iteration 35Q: 3 clusters Score -1.327288e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8362 members 
Mstep: Class 2 contains 64318 members 
Entering Unmasked Estep 
Score: -13272917.000000 Penalty: 5552.135742
	Iteration 36Q: 3 clusters Score -1.327292e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8332 members 
Mstep: Class 2 contains 64348 members 
Entering Unmasked Estep 
Score: -13272877.000000 Penalty: 5552.135742
	Iteration 37Q: 3 clusters Score -1.327288e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 64380 members 
Entering Unmasked Estep 
Score: -13272872.000000 Penalty: 5552.135742
	Iteration 38Q: 3 clusters Score -1.327287e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 64412 members 
Entering Unmasked Estep 
Score: -13272841.000000 Penalty: 5552.135742
	Iteration 39Q: 3 clusters Score -1.327284e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Mstep: Class 2 contains 64447 members 
Entering Unmasked Estep 
Score: -13272832.000000 Penalty: 5552.135742
	Iteration 40F: 3 clusters Score -1.327283e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 64500 members 
Entering Unmasked Estep 
Score: -13272866.000000 Penalty: 5552.135742
	Iteration 41Q: 3 clusters Score -1.327287e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 64545 members 
Entering Unmasked Estep 
Score: -13272850.000000 Penalty: 5552.135742
	Iteration 42Q: 3 clusters Score -1.327285e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8106 members 
Mstep: Class 2 contains 64574 members 
Entering Unmasked Estep 
Score: -13272838.000000 Penalty: 5552.135742
	Iteration 43Q: 3 clusters Score -1.327284e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 64608 members 
Entering Unmasked Estep 
Score: -13272858.000000 Penalty: 5552.135742
	Iteration 44Q: 3 clusters Score -1.327286e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 64628 members 
Entering Unmasked Estep 
Score: -13272879.000000 Penalty: 5552.135742
	Iteration 45Q: 3 clusters Score -1.327288e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 64627 members 
Entering Unmasked Estep 
Score: -13272868.000000 Penalty: 5552.135742
	Iteration 46Q: 3 clusters Score -1.327287e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 64633 members 
Entering Unmasked Estep 
Score: -13272856.000000 Penalty: 5552.135742
	Iteration 47Q: 3 clusters Score -1.327286e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 64638 members 
Entering Unmasked Estep 
Score: -13272865.000000 Penalty: 5552.135742
	Iteration 48Q: 3 clusters Score -1.327286e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 64652 members 
Entering Unmasked Estep 
Score: -13272839.000000 Penalty: 5552.135742
	Iteration 49Q: 3 clusters Score -1.327284e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -13272859.000000 Penalty: 5552.135742
	Iteration 50Q: 3 clusters Score -1.327286e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8008 members 
Mstep: Class 2 contains 64672 members 
Entering Unmasked Estep 
Score: -13272882.000000 Penalty: 5552.135742
	Iteration 51Q: 3 clusters Score -1.327288e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 64690 members 
Entering Unmasked Estep 
Score: -13272873.000000 Penalty: 5552.135742
	Iteration 52Q: 3 clusters Score -1.327287e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 64706 members 
Entering Unmasked Estep 
Score: -13272883.000000 Penalty: 5552.135742
	Iteration 53Q: 3 clusters Score -1.327288e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 64722 members 
Entering Unmasked Estep 
Score: -13272874.000000 Penalty: 5552.135742
	Iteration 54Q: 3 clusters Score -1.327287e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7945 members 
Mstep: Class 2 contains 64735 members 
Entering Unmasked Estep 
Score: -13272888.000000 Penalty: 5552.135742
	Iteration 55Q: 3 clusters Score -1.327289e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 64750 members 
Entering Unmasked Estep 
Score: -13272881.000000 Penalty: 5552.135742
	Iteration 56Q: 3 clusters Score -1.327288e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 64756 members 
Entering Unmasked Estep 
Score: -13272884.000000 Penalty: 5552.135742
	Iteration 57Q: 3 clusters Score -1.327288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 64765 members 
Entering Unmasked Estep 
Score: -13272872.000000 Penalty: 5552.135742
	Iteration 58Q: 3 clusters Score -1.327287e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 64777 members 
Entering Unmasked Estep 
Score: -13272878.000000 Penalty: 5552.135742
	Iteration 59Q: 3 clusters Score -1.327288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7895 members 
Mstep: Class 2 contains 64785 members 
Entering Unmasked Estep 
Score: -13272880.000000 Penalty: 5552.135742
	Iteration 60F: 3 clusters Score -1.327288e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 64793 members 
Entering Unmasked Estep 
Score: -13272874.000000 Penalty: 5552.135742
	Iteration 61Q: 3 clusters Score -1.327287e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7876 members 
Mstep: Class 2 contains 64804 members 
Entering Unmasked Estep 
Score: -13272880.000000 Penalty: 5552.135742
	Iteration 62Q: 3 clusters Score -1.327288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7866 members 
Mstep: Class 2 contains 64814 members 
Entering Unmasked Estep 
Score: -13272881.000000 Penalty: 5552.135742
	Iteration 63Q: 3 clusters Score -1.327288e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 64822 members 
Entering Unmasked Estep 
Score: -13272883.000000 Penalty: 5552.135742
	Iteration 64Q: 3 clusters Score -1.327288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 64831 members 
Entering Unmasked Estep 
Score: -13272875.000000 Penalty: 5552.135742
	Iteration 65Q: 3 clusters Score -1.327288e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 64843 members 
Entering Unmasked Estep 
Score: -13272852.000000 Penalty: 5552.135742
	Iteration 66Q: 3 clusters Score -1.327285e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 64847 members 
Entering Unmasked Estep 
Score: -13272859.000000 Penalty: 5552.135742
	Iteration 67Q: 3 clusters Score -1.327286e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7827 members 
Mstep: Class 2 contains 64853 members 
Entering Unmasked Estep 
Score: -13272843.000000 Penalty: 5552.135742
	Iteration 68Q: 3 clusters Score -1.327284e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7818 members 
Mstep: Class 2 contains 64862 members 
Entering Unmasked Estep 
Score: -13272848.000000 Penalty: 5552.135742
	Iteration 69Q: 3 clusters Score -1.327285e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7810 members 
Mstep: Class 2 contains 64870 members 
Entering Unmasked Estep 
Score: -13272854.000000 Penalty: 5552.135742
	Iteration 70Q: 3 clusters Score -1.327285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 64881 members 
Entering Unmasked Estep 
Score: -13272845.000000 Penalty: 5552.135742
	Iteration 71Q: 3 clusters Score -1.327284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7801 members 
Mstep: Class 2 contains 64879 members 
Entering Unmasked Estep 
Score: -13272845.000000 Penalty: 5552.135742
	Iteration 72Q: 3 clusters Score -1.327284e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7805 members 
Mstep: Class 2 contains 64875 members 
Entering Unmasked Estep 
Score: -13272835.000000 Penalty: 5552.135742
	Iteration 73Q: 3 clusters Score -1.327284e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 64880 members 
Entering Unmasked Estep 
Score: -13272847.000000 Penalty: 5552.135742
	Iteration 74Q: 3 clusters Score -1.327285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7792 members 
Mstep: Class 2 contains 64888 members 
Entering Unmasked Estep 
Score: -13272833.000000 Penalty: 5552.135742
	Iteration 75Q: 3 clusters Score -1.327283e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 64891 members 
Entering Unmasked Estep 
Score: -13272826.000000 Penalty: 5552.135742
	Iteration 76Q: 3 clusters Score -1.327283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -13272835.000000 Penalty: 5552.135742
	Iteration 77Q: 3 clusters Score -1.327284e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -13272837.000000 Penalty: 5552.135742
	Iteration 78Q: 3 clusters Score -1.327284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 64894 members 
Entering Unmasked Estep 
Score: -13272837.000000 Penalty: 5552.135742
	Iteration 79Q: 3 clusters Score -1.327284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 64895 members 
Entering Unmasked Estep 
Score: -13272843.000000 Penalty: 5552.135742
	Iteration 80F: 3 clusters Score -1.327284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 64899 members 
Entering Unmasked Estep 
Score: -13272821.000000 Penalty: 5552.135742
	Iteration 81Q: 3 clusters Score -1.327282e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 64903 members 
Entering Unmasked Estep 
Score: -13272829.000000 Penalty: 5552.135742
	Iteration 82Q: 3 clusters Score -1.327283e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 64897 members 
Entering Unmasked Estep 
Score: -13272821.000000 Penalty: 5552.135742
	Iteration 83Q: 3 clusters Score -1.327282e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -13272832.000000 Penalty: 5552.135742
	Iteration 84Q: 3 clusters Score -1.327283e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 64893 members 
Entering Unmasked Estep 
Score: -13272829.000000 Penalty: 5552.135742
	Iteration 85Q: 3 clusters Score -1.327283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -13272820.000000 Penalty: 5552.135742
	Iteration 86Q: 3 clusters Score -1.327282e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7788 members 
Mstep: Class 2 contains 64892 members 
Entering Unmasked Estep 
Score: -13272820.000000 Penalty: 5552.135742
	Iteration 87F: 3 clusters Score -1.327282e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (39194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39194 members 
Entering Unmasked Estep 
Score: -7377024.000000 Penalty: 2622.916992
	Iteration 0F: 2 clusters Score -7377024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -7350500.500000 Penalty: 5245.833984
	Iteration 0F: 3 clusters Score -7350500 nChanged 17822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -7360337.500000 Penalty: 5245.833984
	Iteration 1F: 3 clusters Score -7360338 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19298 members 
Mstep: Class 2 contains 19896 members 
Entering Unmasked Estep 
Score: -7360744.500000 Penalty: 5245.833984
	Iteration 2Q: 3 clusters Score -7360744 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -7361099.500000 Penalty: 5245.833984
	Iteration 3Q: 3 clusters Score -7361100 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18913 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -7361399.000000 Penalty: 5245.833984
	Iteration 4Q: 3 clusters Score -7361399 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
Score: -7361670.500000 Penalty: 5245.833984
	Iteration 5Q: 3 clusters Score -7361670 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -7361916.000000 Penalty: 5245.833984
	Iteration 6Q: 3 clusters Score -7361916 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17809 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -7362162.500000 Penalty: 5245.833984
	Iteration 7Q: 3 clusters Score -7362162 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17136 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -7362399.500000 Penalty: 5245.833984
	Iteration 8Q: 3 clusters Score -7362400 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -7362748.000000 Penalty: 5245.833984
	Iteration 9Q: 3 clusters Score -7362748 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15078 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -7363208.000000 Penalty: 5245.833984
	Iteration 10Q: 3 clusters Score -7363208 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -7363899.500000 Penalty: 5245.833984
	Iteration 11Q: 3 clusters Score -7363900 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 27614 members 
Entering Unmasked Estep 
Score: -7365107.000000 Penalty: 5245.833984
	Iteration 12F: 3 clusters Score -7365107 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9112 members 
Mstep: Class 2 contains 30082 members 
Entering Unmasked Estep 
Score: -7366744.000000 Penalty: 5245.833984
	Iteration 13F: 3 clusters Score -7366744 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 32675 members 
Entering Unmasked Estep 
Score: -7368883.500000 Penalty: 5245.833984
	Iteration 14F: 3 clusters Score -7368884 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 35211 members 
Entering Unmasked Estep 
Score: -7371158.000000 Penalty: 5245.833984
	Iteration 15F: 3 clusters Score -7371158 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 37091 members 
Entering Unmasked Estep 
Score: -7372912.000000 Penalty: 5245.833984
	Iteration 16Q: 3 clusters Score -7372912 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 38116 members 
Entering Unmasked Estep 
Score: -7373861.000000 Penalty: 5245.833984
	Iteration 17Q: 3 clusters Score -7373861 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
Score: -7374266.000000 Penalty: 5245.833984
	Iteration 18Q: 3 clusters Score -7374266 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 38777 members 
Entering Unmasked Estep 
Score: -7374460.000000 Penalty: 5245.833984
	Iteration 19Q: 3 clusters Score -7374460 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -7374586.000000 Penalty: 5245.833984
	Iteration 20F: 3 clusters Score -7374586 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 38900 members 
Entering Unmasked Estep 
Score: -7374634.500000 Penalty: 5245.833984
	Iteration 21Q: 3 clusters Score -7374634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 38925 members 
Entering Unmasked Estep 
Score: -7374685.000000 Penalty: 5245.833984
	Iteration 22Q: 3 clusters Score -7374685 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 38936 members 
Entering Unmasked Estep 
Score: -7374715.000000 Penalty: 5245.833984
	Iteration 23Q: 3 clusters Score -7374715 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 38946 members 
Entering Unmasked Estep 
Score: -7374740.500000 Penalty: 5245.833984
	Iteration 24Q: 3 clusters Score -7374740 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -7374757.000000 Penalty: 5245.833984
	Iteration 25Q: 3 clusters Score -7374757 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 38961 members 
Entering Unmasked Estep 
Score: -7374774.000000 Penalty: 5245.833984
	Iteration 26Q: 3 clusters Score -7374774 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 38964 members 
Entering Unmasked Estep 
Score: -7374768.000000 Penalty: 5245.833984
	Iteration 27Q: 3 clusters Score -7374768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7374765.500000 Penalty: 5245.833984
	Iteration 28Q: 3 clusters Score -7374766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 38965 members 
Entering Unmasked Estep 
Score: -7374765.500000 Penalty: 5245.833984
	Iteration 29F: 3 clusters Score -7374766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Entering Unmasked Estep 
Score: -861113.500000 Penalty: 2099.856201
	Iteration 0F: 2 clusters Score -861113.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2337 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -856768.000000 Penalty: 4199.712402
	Iteration 0F: 3 clusters Score -856768 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -857821.562500 Penalty: 4199.712402
	Iteration 1F: 3 clusters Score -857821.6 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -858032.000000 Penalty: 4199.712402
	Iteration 2F: 3 clusters Score -858032 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -858166.812500 Penalty: 4199.712402
	Iteration 3Q: 3 clusters Score -858166.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -858259.125000 Penalty: 4199.712402
	Iteration 4Q: 3 clusters Score -858259.1 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1951 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -858337.000000 Penalty: 4199.712402
	Iteration 5Q: 3 clusters Score -858337 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -858403.500000 Penalty: 4199.712402
	Iteration 6Q: 3 clusters Score -858403.5 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -858457.687500 Penalty: 4199.712402
	Iteration 7Q: 3 clusters Score -858457.7 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1723 members 
Mstep: Class 2 contains 3033 members 
Entering Unmasked Estep 
Score: -858505.500000 Penalty: 4199.712402
	Iteration 8Q: 3 clusters Score -858505.5 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -858545.812500 Penalty: 4199.712402
	Iteration 9Q: 3 clusters Score -858545.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -858575.500000 Penalty: 4199.712402
	Iteration 10Q: 3 clusters Score -858575.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -858610.937500 Penalty: 4199.712402
	Iteration 11Q: 3 clusters Score -858610.9 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -858638.312500 Penalty: 4199.712402
	Iteration 12Q: 3 clusters Score -858638.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -858670.812500 Penalty: 4199.712402
	Iteration 13Q: 3 clusters Score -858670.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 3360 members 
Entering Unmasked Estep 
Score: -858699.187500 Penalty: 4199.712402
	Iteration 14Q: 3 clusters Score -858699.2 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3418 members 
Entering Unmasked Estep 
Score: -858729.500000 Penalty: 4199.712402
	Iteration 15Q: 3 clusters Score -858729.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -858753.062500 Penalty: 4199.712402
	Iteration 16Q: 3 clusters Score -858753.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -858782.437500 Penalty: 4199.712402
	Iteration 17Q: 3 clusters Score -858782.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -858810.250000 Penalty: 4199.712402
	Iteration 18Q: 3 clusters Score -858810.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -858839.437500 Penalty: 4199.712402
	Iteration 19Q: 3 clusters Score -858839.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3653 members 
Entering Unmasked Estep 
Score: -858869.187500 Penalty: 4199.712402
	Iteration 20F: 3 clusters Score -858869.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -858894.187500 Penalty: 4199.712402
	Iteration 21Q: 3 clusters Score -858894.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -858915.687500 Penalty: 4199.712402
	Iteration 22Q: 3 clusters Score -858915.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -858941.875000 Penalty: 4199.712402
	Iteration 23Q: 3 clusters Score -858941.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -858967.312500 Penalty: 4199.712402
	Iteration 24Q: 3 clusters Score -858967.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -859001.437500 Penalty: 4199.712402
	Iteration 25Q: 3 clusters Score -859001.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -859023.687500 Penalty: 4199.712402
	Iteration 26Q: 3 clusters Score -859023.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -859048.750000 Penalty: 4199.712402
	Iteration 27Q: 3 clusters Score -859048.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -859061.750000 Penalty: 4199.712402
	Iteration 28Q: 3 clusters Score -859061.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -859074.375000 Penalty: 4199.712402
	Iteration 29Q: 3 clusters Score -859074.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -859085.625000 Penalty: 4199.712402
	Iteration 30Q: 3 clusters Score -859085.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -859098.437500 Penalty: 4199.712402
	Iteration 31Q: 3 clusters Score -859098.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -859108.875000 Penalty: 4199.712402
	Iteration 32Q: 3 clusters Score -859108.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -859115.437500 Penalty: 4199.712402
	Iteration 33Q: 3 clusters Score -859115.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -859125.250000 Penalty: 4199.712402
	Iteration 34Q: 3 clusters Score -859125.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -859132.812500 Penalty: 4199.712402
	Iteration 35Q: 3 clusters Score -859132.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 4079 members 
Entering Unmasked Estep 
Score: -859146.312500 Penalty: 4199.712402
	Iteration 36Q: 3 clusters Score -859146.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -859159.687500 Penalty: 4199.712402
	Iteration 37Q: 3 clusters Score -859159.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -859170.375000 Penalty: 4199.712402
	Iteration 38Q: 3 clusters Score -859170.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -859183.250000 Penalty: 4199.712402
	Iteration 39Q: 3 clusters Score -859183.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -859195.187500 Penalty: 4199.712402
	Iteration 40F: 3 clusters Score -859195.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -859203.687500 Penalty: 4199.712402
	Iteration 41Q: 3 clusters Score -859203.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -859214.250000 Penalty: 4199.712402
	Iteration 42Q: 3 clusters Score -859214.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -859223.937500 Penalty: 4199.712402
	Iteration 43Q: 3 clusters Score -859223.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -859232.187500 Penalty: 4199.712402
	Iteration 44Q: 3 clusters Score -859232.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -859239.562500 Penalty: 4199.712402
	Iteration 45Q: 3 clusters Score -859239.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -859243.000000 Penalty: 4199.712402
	Iteration 46Q: 3 clusters Score -859243 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -859248.312500 Penalty: 4199.712402
	Iteration 47Q: 3 clusters Score -859248.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -859255.875000 Penalty: 4199.712402
	Iteration 48Q: 3 clusters Score -859255.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 4223 members 
Entering Unmasked Estep 
Score: -859263.437500 Penalty: 4199.712402
	Iteration 49Q: 3 clusters Score -859263.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -859266.562500 Penalty: 4199.712402
	Iteration 50Q: 3 clusters Score -859266.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 4231 members 
Entering Unmasked Estep 
Score: -859266.750000 Penalty: 4199.712402
	Iteration 51Q: 3 clusters Score -859266.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -859269.000000 Penalty: 4199.712402
	Iteration 52Q: 3 clusters Score -859269 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 4236 members 
Entering Unmasked Estep 
Score: -859273.687500 Penalty: 4199.712402
	Iteration 53Q: 3 clusters Score -859273.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -859272.875000 Penalty: 4199.712402
	Iteration 54Q: 3 clusters Score -859272.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -859272.875000 Penalty: 4199.712402
	Iteration 55F: 3 clusters Score -859272.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (37713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Entering Unmasked Estep 
Score: -7226858.000000 Penalty: 2613.364502
	Iteration 0F: 2 clusters Score -7226858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 18878 members 
Entering Unmasked Estep 
Score: -7204050.000000 Penalty: 5226.729004
	Iteration 0F: 3 clusters Score -7204050 nChanged 17181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18766 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -7213338.500000 Penalty: 5226.729004
	Iteration 1F: 3 clusters Score -7213338 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 19151 members 
Entering Unmasked Estep 
Score: -7214095.500000 Penalty: 5226.729004
	Iteration 2Q: 3 clusters Score -7214096 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18199 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -7214869.500000 Penalty: 5226.729004
	Iteration 3Q: 3 clusters Score -7214870 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -7215712.500000 Penalty: 5226.729004
	Iteration 4F: 3 clusters Score -7215712 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -7216781.500000 Penalty: 5226.729004
	Iteration 5F: 3 clusters Score -7216782 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16092 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -7218054.000000 Penalty: 5226.729004
	Iteration 6F: 3 clusters Score -7218054 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -7219683.000000 Penalty: 5226.729004
	Iteration 7F: 3 clusters Score -7219683 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13974 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -7221338.500000 Penalty: 5226.729004
	Iteration 8F: 3 clusters Score -7221338 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 24631 members 
Entering Unmasked Estep 
Score: -7222446.500000 Penalty: 5226.729004
	Iteration 9F: 3 clusters Score -7222446 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 25306 members 
Entering Unmasked Estep 
Score: -7222952.500000 Penalty: 5226.729004
	Iteration 10Q: 3 clusters Score -7222952 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11784 members 
Mstep: Class 2 contains 25929 members 
Entering Unmasked Estep 
Score: -7223240.500000 Penalty: 5226.729004
	Iteration 11Q: 3 clusters Score -7223240 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -7223489.500000 Penalty: 5226.729004
	Iteration 12Q: 3 clusters Score -7223490 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10562 members 
Mstep: Class 2 contains 27151 members 
Entering Unmasked Estep 
Score: -7223695.000000 Penalty: 5226.729004
	Iteration 13Q: 3 clusters Score -7223695 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9932 members 
Mstep: Class 2 contains 27781 members 
Entering Unmasked Estep 
Score: -7223950.500000 Penalty: 5226.729004
	Iteration 14Q: 3 clusters Score -7223950 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 28430 members 
Entering Unmasked Estep 
Score: -7224117.000000 Penalty: 5226.729004
	Iteration 15Q: 3 clusters Score -7224117 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8597 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -7224240.000000 Penalty: 5226.729004
	Iteration 16Q: 3 clusters Score -7224240 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7915 members 
Mstep: Class 2 contains 29798 members 
Entering Unmasked Estep 
Score: -7224374.500000 Penalty: 5226.729004
	Iteration 17Q: 3 clusters Score -7224374 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -7224502.000000 Penalty: 5226.729004
	Iteration 18Q: 3 clusters Score -7224502 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6577 members 
Mstep: Class 2 contains 31136 members 
Entering Unmasked Estep 
Score: -7224576.500000 Penalty: 5226.729004
	Iteration 19Q: 3 clusters Score -7224576 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5931 members 
Mstep: Class 2 contains 31782 members 
Entering Unmasked Estep 
Score: -7224652.500000 Penalty: 5226.729004
	Iteration 20F: 3 clusters Score -7224652 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 32410 members 
Entering Unmasked Estep 
Score: -7224665.500000 Penalty: 5226.729004
	Iteration 21Q: 3 clusters Score -7224666 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 32967 members 
Entering Unmasked Estep 
Score: -7224692.000000 Penalty: 5226.729004
	Iteration 22Q: 3 clusters Score -7224692 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4217 members 
Mstep: Class 2 contains 33496 members 
Entering Unmasked Estep 
Score: -7224704.000000 Penalty: 5226.729004
	Iteration 23Q: 3 clusters Score -7224704 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3716 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -7224721.500000 Penalty: 5226.729004
	Iteration 24Q: 3 clusters Score -7224722 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -7224711.500000 Penalty: 5226.729004
	Iteration 25Q: 3 clusters Score -7224712 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 34853 members 
Entering Unmasked Estep 
Score: -7224720.000000 Penalty: 5226.729004
	Iteration 26Q: 3 clusters Score -7224720 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 35197 members 
Entering Unmasked Estep 
Score: -7224745.000000 Penalty: 5226.729004
	Iteration 27Q: 3 clusters Score -7224745 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -7224758.500000 Penalty: 5226.729004
	Iteration 28Q: 3 clusters Score -7224758 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 35788 members 
Entering Unmasked Estep 
Score: -7224799.000000 Penalty: 5226.729004
	Iteration 29Q: 3 clusters Score -7224799 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 36022 members 
Entering Unmasked Estep 
Score: -7224835.000000 Penalty: 5226.729004
	Iteration 30Q: 3 clusters Score -7224835 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 36240 members 
Entering Unmasked Estep 
Score: -7224879.500000 Penalty: 5226.729004
	Iteration 31Q: 3 clusters Score -7224880 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 36409 members 
Entering Unmasked Estep 
Score: -7224904.500000 Penalty: 5226.729004
	Iteration 32Q: 3 clusters Score -7224904 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -7224900.500000 Penalty: 5226.729004
	Iteration 33Q: 3 clusters Score -7224900 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 36652 members 
Entering Unmasked Estep 
Score: -7224918.500000 Penalty: 5226.729004
	Iteration 34Q: 3 clusters Score -7224918 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 36742 members 
Entering Unmasked Estep 
Score: -7224937.000000 Penalty: 5226.729004
	Iteration 35Q: 3 clusters Score -7224937 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 36815 members 
Entering Unmasked Estep 
Score: -7224940.500000 Penalty: 5226.729004
	Iteration 36Q: 3 clusters Score -7224940 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 36864 members 
Entering Unmasked Estep 
Score: -7224937.500000 Penalty: 5226.729004
	Iteration 37Q: 3 clusters Score -7224938 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 36906 members 
Entering Unmasked Estep 
Score: -7224934.000000 Penalty: 5226.729004
	Iteration 38Q: 3 clusters Score -7224934 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 36939 members 
Entering Unmasked Estep 
Score: -7224935.000000 Penalty: 5226.729004
	Iteration 39Q: 3 clusters Score -7224935 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
Score: -7224932.500000 Penalty: 5226.729004
	Iteration 40F: 3 clusters Score -7224932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
Score: -7224949.500000 Penalty: 5226.729004
	Iteration 41Q: 3 clusters Score -7224950 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -7224961.000000 Penalty: 5226.729004
	Iteration 42Q: 3 clusters Score -7224961 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 37039 members 
Entering Unmasked Estep 
Score: -7224965.500000 Penalty: 5226.729004
	Iteration 43Q: 3 clusters Score -7224966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 37054 members 
Entering Unmasked Estep 
Score: -7224958.500000 Penalty: 5226.729004
	Iteration 44Q: 3 clusters Score -7224958 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 37066 members 
Entering Unmasked Estep 
Score: -7224962.000000 Penalty: 5226.729004
	Iteration 45Q: 3 clusters Score -7224962 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 37079 members 
Entering Unmasked Estep 
Score: -7224967.500000 Penalty: 5226.729004
	Iteration 46Q: 3 clusters Score -7224968 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 37090 members 
Entering Unmasked Estep 
Score: -7224965.500000 Penalty: 5226.729004
	Iteration 47Q: 3 clusters Score -7224966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -7224967.500000 Penalty: 5226.729004
	Iteration 48Q: 3 clusters Score -7224968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 37099 members 
Entering Unmasked Estep 
Score: -7224968.000000 Penalty: 5226.729004
	Iteration 49Q: 3 clusters Score -7224968 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 37104 members 
Entering Unmasked Estep 
Score: -7224968.000000 Penalty: 5226.729004
	Iteration 50Q: 3 clusters Score -7224968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 37110 members 
Entering Unmasked Estep 
Score: -7224972.000000 Penalty: 5226.729004
	Iteration 51Q: 3 clusters Score -7224972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 37112 members 
Entering Unmasked Estep 
Score: -7224969.000000 Penalty: 5226.729004
	Iteration 52Q: 3 clusters Score -7224969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -7224978.000000 Penalty: 5226.729004
	Iteration 53Q: 3 clusters Score -7224978 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 37116 members 
Entering Unmasked Estep 
Score: -7224982.000000 Penalty: 5226.729004
	Iteration 54Q: 3 clusters Score -7224982 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37119 members 
Entering Unmasked Estep 
Score: -7224977.000000 Penalty: 5226.729004
	Iteration 55Q: 3 clusters Score -7224977 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 37121 members 
Entering Unmasked Estep 
Score: -7224979.500000 Penalty: 5226.729004
	Iteration 56Q: 3 clusters Score -7224980 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -7224987.500000 Penalty: 5226.729004
	Iteration 57Q: 3 clusters Score -7224988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 37126 members 
Entering Unmasked Estep 
Score: -7224988.000000 Penalty: 5226.729004
	Iteration 58Q: 3 clusters Score -7224988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 37130 members 
Entering Unmasked Estep 
Score: -7224986.000000 Penalty: 5226.729004
	Iteration 59Q: 3 clusters Score -7224986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 37135 members 
Entering Unmasked Estep 
Score: -7224981.500000 Penalty: 5226.729004
	Iteration 60F: 3 clusters Score -7224982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
Score: -7224976.000000 Penalty: 5226.729004
	Iteration 61Q: 3 clusters Score -7224976 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 37141 members 
Entering Unmasked Estep 
Score: -7224968.500000 Penalty: 5226.729004
	Iteration 62Q: 3 clusters Score -7224968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -7224971.000000 Penalty: 5226.729004
	Iteration 63Q: 3 clusters Score -7224971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 37142 members 
Entering Unmasked Estep 
Score: -7224971.000000 Penalty: 5226.729004
	Iteration 64F: 3 clusters Score -7224971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Entering Unmasked Estep 
Score: -255747.187500 Penalty: 1822.928101
	Iteration 0F: 2 clusters Score -255747.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -253498.406250 Penalty: 3645.856201
	Iteration 0F: 3 clusters Score -253498.4 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -254194.593750 Penalty: 3645.856201
	Iteration 1F: 3 clusters Score -254194.6 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -254658.843750 Penalty: 3645.856201
	Iteration 2F: 3 clusters Score -254658.8 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -255198.062500 Penalty: 3645.856201
	Iteration 3F: 3 clusters Score -255198.1 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -255756.937500 Penalty: 3645.856201
	Iteration 4F: 3 clusters Score -255756.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -256047.437500 Penalty: 3645.856201
	Iteration 5F: 3 clusters Score -256047.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -256257.437500 Penalty: 3645.856201
	Iteration 6Q: 3 clusters Score -256257.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -256363.406250 Penalty: 3645.856201
	Iteration 7Q: 3 clusters Score -256363.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -256413.703125 Penalty: 3645.856201
	Iteration 8Q: 3 clusters Score -256413.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -256461.140625 Penalty: 3645.856201
	Iteration 9Q: 3 clusters Score -256461.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -256533.843750 Penalty: 3645.856201
	Iteration 10Q: 3 clusters Score -256533.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -256621.875000 Penalty: 3645.856201
	Iteration 11Q: 3 clusters Score -256621.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -256778.953125 Penalty: 3645.856201
	Iteration 12Q: 3 clusters Score -256779 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -256937.718750 Penalty: 3645.856201
	Iteration 13Q: 3 clusters Score -256937.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -256968.156250 Penalty: 3645.856201
	Iteration 14Q: 3 clusters Score -256968.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -256970.343750 Penalty: 3645.856201
	Iteration 15Q: 3 clusters Score -256970.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -256970.343750 Penalty: 3645.856201
	Iteration 16F: 3 clusters Score -256970.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 26041 members 
Mstep: Class 3 contains 45629 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 41891 members 
Mstep: Class 6 contains 40425 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 45310 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 40364 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 72680 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 37713 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 43925 members 
Mstep: Class 19 contains 678 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34270 members 
Mstep: Class 22 contains 31223 members 
Mstep: Class 23 contains 24144 members 
Mstep: Class 24 contains 35061 members 
Mstep: Class 25 contains 19123 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41760 members 
Mstep: Class 28 contains 30736 members 
Mstep: Class 29 contains 38724 members 
Mstep: Class 30 contains 60212 members 
Mstep: Class 31 contains 56649 members 
Mstep: Class 32 contains 69450 members 
Mstep: Class 33 contains 23900 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 21291 members 
Mstep: Class 36 contains 48573 members 
Mstep: Class 37 contains 1612 members 
Mstep: Class 38 contains 866 members 
Mstep: Class 39 contains 26048 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 873 members 
Entering Unmasked Estep 
Score: -207900032.000000 Penalty: 141594.203125
Splitting cluster 16 changes total score from -207878736.000000 to -207900032.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 17 (43987 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Entering Unmasked Estep 
Score: -8452753.000000 Penalty: 2651.529053
	Iteration 0F: 2 clusters Score -8452753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 22132 members 
Entering Unmasked Estep 
Score: -8425692.000000 Penalty: 5303.058105
	Iteration 0F: 3 clusters Score -8425692 nChanged 20187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 23431 members 
Entering Unmasked Estep 
Score: -8436853.000000 Penalty: 5303.058105
	Iteration 1F: 3 clusters Score -8436853 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19726 members 
Mstep: Class 2 contains 24261 members 
Entering Unmasked Estep 
Score: -8437487.000000 Penalty: 5303.058105
	Iteration 2Q: 3 clusters Score -8437487 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 25472 members 
Entering Unmasked Estep 
Score: -8438200.000000 Penalty: 5303.058105
	Iteration 3Q: 3 clusters Score -8438200 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -8439063.000000 Penalty: 5303.058105
	Iteration 4Q: 3 clusters Score -8439063 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 29112 members 
Entering Unmasked Estep 
Score: -8440211.000000 Penalty: 5303.058105
	Iteration 5F: 3 clusters Score -8440211 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12264 members 
Mstep: Class 2 contains 31723 members 
Entering Unmasked Estep 
Score: -8441743.000000 Penalty: 5303.058105
	Iteration 6F: 3 clusters Score -8441743 nChanged 3003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -8443712.000000 Penalty: 5303.058105
	Iteration 7F: 3 clusters Score -8443712 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6359 members 
Mstep: Class 2 contains 37628 members 
Entering Unmasked Estep 
Score: -8445909.000000 Penalty: 5303.058105
	Iteration 8F: 3 clusters Score -8445909 nChanged 2449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3930 members 
Mstep: Class 2 contains 40057 members 
Entering Unmasked Estep 
Score: -8447747.000000 Penalty: 5303.058105
	Iteration 9F: 3 clusters Score -8447747 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2259 members 
Mstep: Class 2 contains 41728 members 
Entering Unmasked Estep 
Score: -8449144.000000 Penalty: 5303.058105
	Iteration 10Q: 3 clusters Score -8449144 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -8449780.000000 Penalty: 5303.058105
	Iteration 11Q: 3 clusters Score -8449780 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 43205 members 
Entering Unmasked Estep 
Score: -8450079.000000 Penalty: 5303.058105
	Iteration 12Q: 3 clusters Score -8450079 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 43428 members 
Entering Unmasked Estep 
Score: -8450263.000000 Penalty: 5303.058105
	Iteration 13Q: 3 clusters Score -8450263 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -8450358.000000 Penalty: 5303.058105
	Iteration 14Q: 3 clusters Score -8450358 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -8450416.000000 Penalty: 5303.058105
	Iteration 15Q: 3 clusters Score -8450416 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 43603 members 
Entering Unmasked Estep 
Score: -8450461.000000 Penalty: 5303.058105
	Iteration 16Q: 3 clusters Score -8450461 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 43619 members 
Entering Unmasked Estep 
Score: -8450486.000000 Penalty: 5303.058105
	Iteration 17Q: 3 clusters Score -8450486 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 43623 members 
Entering Unmasked Estep 
Score: -8450501.000000 Penalty: 5303.058105
	Iteration 18Q: 3 clusters Score -8450501 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 43633 members 
Entering Unmasked Estep 
Score: -8450514.000000 Penalty: 5303.058105
	Iteration 19Q: 3 clusters Score -8450514 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -8450516.000000 Penalty: 5303.058105
	Iteration 20F: 3 clusters Score -8450516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 43639 members 
Entering Unmasked Estep 
Score: -8450525.000000 Penalty: 5303.058105
	Iteration 21Q: 3 clusters Score -8450525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8450530.000000 Penalty: 5303.058105
	Iteration 22Q: 3 clusters Score -8450530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8450533.000000 Penalty: 5303.058105
	Iteration 23Q: 3 clusters Score -8450533 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 43644 members 
Entering Unmasked Estep 
Score: -8450530.000000 Penalty: 5303.058105
	Iteration 24Q: 3 clusters Score -8450530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8450533.000000 Penalty: 5303.058105
	Iteration 25Q: 3 clusters Score -8450533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8450539.000000 Penalty: 5303.058105
	Iteration 26Q: 3 clusters Score -8450539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 43648 members 
Entering Unmasked Estep 
Score: -8450537.000000 Penalty: 5303.058105
	Iteration 27Q: 3 clusters Score -8450537 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -8450540.000000 Penalty: 5303.058105
	Iteration 28Q: 3 clusters Score -8450540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 43645 members 
Entering Unmasked Estep 
Score: -8450546.000000 Penalty: 5303.058105
	Iteration 29Q: 3 clusters Score -8450546 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 43646 members 
Entering Unmasked Estep 
Score: -8450544.000000 Penalty: 5303.058105
	Iteration 30Q: 3 clusters Score -8450544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 43647 members 
Entering Unmasked Estep 
Score: -8450539.000000 Penalty: 5303.058105
	Iteration 31Q: 3 clusters Score -8450539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8450550.000000 Penalty: 5303.058105
	Iteration 32Q: 3 clusters Score -8450550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8450550.000000 Penalty: 5303.058105
	Iteration 33Q: 3 clusters Score -8450550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8450550.000000 Penalty: 5303.058105
	Iteration 34F: 3 clusters Score -8450550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (43925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Entering Unmasked Estep 
Score: -8358839.000000 Penalty: 2651.179199
	Iteration 0F: 2 clusters Score -8358839 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22127 members 
Mstep: Class 2 contains 21798 members 
Entering Unmasked Estep 
Score: -8333713.500000 Penalty: 5302.358398
	Iteration 0F: 3 clusters Score -8333714 nChanged 20090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 20716 members 
Entering Unmasked Estep 
Score: -8344624.000000 Penalty: 5302.358398
	Iteration 1F: 3 clusters Score -8344624 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -8345163.000000 Penalty: 5302.358398
	Iteration 2Q: 3 clusters Score -8345163 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 19123 members 
Entering Unmasked Estep 
Score: -8345760.500000 Penalty: 5302.358398
	Iteration 3Q: 3 clusters Score -8345760 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26185 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -8346520.500000 Penalty: 5302.358398
	Iteration 4Q: 3 clusters Score -8346520 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 15849 members 
Entering Unmasked Estep 
Score: -8347539.500000 Penalty: 5302.358398
	Iteration 5Q: 3 clusters Score -8347540 nChanged 2677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -8349007.500000 Penalty: 5302.358398
	Iteration 6F: 3 clusters Score -8349008 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -8350870.000000 Penalty: 5302.358398
	Iteration 7F: 3 clusters Score -8350870 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37323 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -8352539.000000 Penalty: 5302.358398
	Iteration 8F: 3 clusters Score -8352539 nChanged 2814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40117 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -8354003.500000 Penalty: 5302.358398
	Iteration 9F: 3 clusters Score -8354004 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41820 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8355068.500000 Penalty: 5302.358398
	Iteration 10Q: 3 clusters Score -8355068 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42686 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -8355745.500000 Penalty: 5302.358398
	Iteration 11Q: 3 clusters Score -8355746 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43113 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8356068.000000 Penalty: 5302.358398
	Iteration 12Q: 3 clusters Score -8356068 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43307 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -8356231.500000 Penalty: 5302.358398
	Iteration 13Q: 3 clusters Score -8356232 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43401 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8356330.000000 Penalty: 5302.358398
	Iteration 14Q: 3 clusters Score -8356330 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8356374.500000 Penalty: 5302.358398
	Iteration 15Q: 3 clusters Score -8356374 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43476 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8356414.500000 Penalty: 5302.358398
	Iteration 16Q: 3 clusters Score -8356414 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43491 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -8356439.500000 Penalty: 5302.358398
	Iteration 17Q: 3 clusters Score -8356440 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8356446.500000 Penalty: 5302.358398
	Iteration 18Q: 3 clusters Score -8356446 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -8356446.000000 Penalty: 5302.358398
	Iteration 19Q: 3 clusters Score -8356446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8356453.000000 Penalty: 5302.358398
	Iteration 20F: 3 clusters Score -8356453 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43505 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8356461.500000 Penalty: 5302.358398
	Iteration 21Q: 3 clusters Score -8356462 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43508 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8356472.000000 Penalty: 5302.358398
	Iteration 22Q: 3 clusters Score -8356472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8356472.500000 Penalty: 5302.358398
	Iteration 23Q: 3 clusters Score -8356472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8356476.000000 Penalty: 5302.358398
	Iteration 24Q: 3 clusters Score -8356476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43509 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8356479.000000 Penalty: 5302.358398
	Iteration 25Q: 3 clusters Score -8356479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43513 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8356478.500000 Penalty: 5302.358398
	Iteration 26Q: 3 clusters Score -8356478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8356480.500000 Penalty: 5302.358398
	Iteration 27Q: 3 clusters Score -8356480 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43514 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8356480.500000 Penalty: 5302.358398
	Iteration 28F: 3 clusters Score -8356480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (678 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Entering Unmasked Estep 
Score: -109020.289062 Penalty: 1616.748535
	Iteration 0F: 2 clusters Score -109020.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -107641.914062 Penalty: 3233.497070
	Iteration 0F: 3 clusters Score -107641.9 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -108183.296875 Penalty: 3233.497070
	Iteration 1F: 3 clusters Score -108183.3 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -108606.117188 Penalty: 3233.497070
	Iteration 2F: 3 clusters Score -108606.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -109104.203125 Penalty: 3233.497070
	Iteration 3F: 3 clusters Score -109104.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -110279.156250 Penalty: 3233.497070
	Iteration 4F: 3 clusters Score -110279.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -110958.546875 Penalty: 3233.497070
	Iteration 5F: 3 clusters Score -110958.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -111218.515625 Penalty: 3233.497070
	Iteration 6Q: 3 clusters Score -111218.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -111436.882812 Penalty: 3233.497070
	Iteration 7Q: 3 clusters Score -111436.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -111675.265625 Penalty: 3233.497070
	Iteration 8Q: 3 clusters Score -111675.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -112168.226562 Penalty: 3233.497070
	Iteration 9Q: 3 clusters Score -112168.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -112456.125000 Penalty: 3233.497070
	Iteration 10Q: 3 clusters Score -112456.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112701.617188 Penalty: 3233.497070
	Iteration 11Q: 3 clusters Score -112701.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -112804.476562 Penalty: 3233.497070
	Iteration 12Q: 3 clusters Score -112804.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -112833.601562 Penalty: 3233.497070
	Iteration 13F: 3 clusters Score -112833.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -112896.656250 Penalty: 3233.497070
	Iteration 14Q: 3 clusters Score -112896.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -113000.960938 Penalty: 3233.497070
	Iteration 15Q: 3 clusters Score -113001 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -113068.406250 Penalty: 3233.497070
	Iteration 16Q: 3 clusters Score -113068.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -113100.953125 Penalty: 3233.497070
	Iteration 17Q: 3 clusters Score -113101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -113136.898438 Penalty: 3233.497070
	Iteration 18Q: 3 clusters Score -113136.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -113147.390625 Penalty: 3233.497070
	Iteration 19Q: 3 clusters Score -113147.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -113160.023438 Penalty: 3233.497070
	Iteration 20F: 3 clusters Score -113160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 26041 members 
Mstep: Class 3 contains 45629 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 41891 members 
Mstep: Class 6 contains 40425 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 45310 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 40364 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 72680 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 37713 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 43925 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 1747 members 
Mstep: Class 21 contains 34270 members 
Mstep: Class 22 contains 31223 members 
Mstep: Class 23 contains 24144 members 
Mstep: Class 24 contains 35061 members 
Mstep: Class 25 contains 19123 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41760 members 
Mstep: Class 28 contains 30736 members 
Mstep: Class 29 contains 38724 members 
Mstep: Class 30 contains 60212 members 
Mstep: Class 31 contains 56649 members 
Mstep: Class 32 contains 69450 members 
Mstep: Class 33 contains 23900 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 21291 members 
Mstep: Class 36 contains 48573 members 
Mstep: Class 37 contains 1612 members 
Mstep: Class 38 contains 866 members 
Mstep: Class 39 contains 26048 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 304 members 
Entering Unmasked Estep 
Score: -207903008.000000 Penalty: 145047.718750
Splitting cluster 19 changes total score from -207878736.000000 to -207903008.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 20 (1747 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Entering Unmasked Estep 
Score: -317380.312500 Penalty: 1851.482544
	Iteration 0F: 2 clusters Score -317380.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -315006.031250 Penalty: 3702.965088
	Iteration 0F: 3 clusters Score -315006 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -315971.375000 Penalty: 3702.965088
	Iteration 1F: 3 clusters Score -315971.4 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -317579.625000 Penalty: 3702.965088
	Iteration 2F: 3 clusters Score -317579.6 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -319494.250000 Penalty: 3702.965088
	Iteration 3F: 3 clusters Score -319494.2 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -320614.250000 Penalty: 3702.965088
	Iteration 4F: 3 clusters Score -320614.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -321621.218750 Penalty: 3702.965088
	Iteration 5Q: 3 clusters Score -321621.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -322566.000000 Penalty: 3702.965088
	Iteration 6Q: 3 clusters Score -322566 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -323051.968750 Penalty: 3702.965088
	Iteration 7Q: 3 clusters Score -323052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -323065.593750 Penalty: 3702.965088
	Iteration 8Q: 3 clusters Score -323065.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -323066.625000 Penalty: 3702.965088
	Iteration 9Q: 3 clusters Score -323066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -323066.625000 Penalty: 3702.965088
	Iteration 10F: 3 clusters Score -323066.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 26041 members 
Mstep: Class 3 contains 45629 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 41891 members 
Mstep: Class 6 contains 40425 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 45310 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 40364 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 72680 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 37713 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 43925 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 34270 members 
Mstep: Class 22 contains 31223 members 
Mstep: Class 23 contains 24144 members 
Mstep: Class 24 contains 35061 members 
Mstep: Class 25 contains 19123 members 
Mstep: Class 26 contains 1837 members 
Mstep: Class 27 contains 41760 members 
Mstep: Class 28 contains 30736 members 
Mstep: Class 29 contains 38724 members 
Mstep: Class 30 contains 60212 members 
Mstep: Class 31 contains 56649 members 
Mstep: Class 32 contains 69450 members 
Mstep: Class 33 contains 23900 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 21291 members 
Mstep: Class 36 contains 48573 members 
Mstep: Class 37 contains 1612 members 
Mstep: Class 38 contains 866 members 
Mstep: Class 39 contains 26048 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 304 members 
Mstep: Class 43 contains 1032 members 
Entering Unmasked Estep 
Score: -207906576.000000 Penalty: 148501.234375
Splitting cluster 20 changes total score from -207878736.000000 to -207906576.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 21 (34270 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Entering Unmasked Estep 
Score: -6886115.000000 Penalty: 2589.622314
	Iteration 0F: 2 clusters Score -6886115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 16999 members 
Entering Unmasked Estep 
Score: -6870000.000000 Penalty: 5179.244629
	Iteration 0F: 3 clusters Score -6870000 nChanged 15601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -6878623.000000 Penalty: 5179.244629
	Iteration 1F: 3 clusters Score -6878623 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18980 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -6879150.000000 Penalty: 5179.244629
	Iteration 2Q: 3 clusters Score -6879150 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 14375 members 
Entering Unmasked Estep 
Score: -6879796.000000 Penalty: 5179.244629
	Iteration 3Q: 3 clusters Score -6879796 nChanged 1830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -6880644.000000 Penalty: 5179.244629
	Iteration 4F: 3 clusters Score -6880644 nChanged 2155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -6881779.500000 Penalty: 5179.244629
	Iteration 5F: 3 clusters Score -6881780 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24326 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -6883362.000000 Penalty: 5179.244629
	Iteration 6F: 3 clusters Score -6883362 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25823 members 
Mstep: Class 2 contains 8447 members 
Entering Unmasked Estep 
Score: -6885037.500000 Penalty: 5179.244629
	Iteration 7F: 3 clusters Score -6885038 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26827 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -6886785.000000 Penalty: 5179.244629
	Iteration 8F: 3 clusters Score -6886785 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 6814 members 
Entering Unmasked Estep 
Score: -6887889.500000 Penalty: 5179.244629
	Iteration 9Q: 3 clusters Score -6887890 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 6356 members 
Entering Unmasked Estep 
Score: -6888432.500000 Penalty: 5179.244629
	Iteration 10Q: 3 clusters Score -6888432 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28296 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -6888511.500000 Penalty: 5179.244629
	Iteration 11Q: 3 clusters Score -6888512 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28693 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -6888489.500000 Penalty: 5179.244629
	Iteration 12Q: 3 clusters Score -6888490 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -6888408.500000 Penalty: 5179.244629
	Iteration 13Q: 3 clusters Score -6888408 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -6888132.500000 Penalty: 5179.244629
	Iteration 14Q: 3 clusters Score -6888132 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -6887839.000000 Penalty: 5179.244629
	Iteration 15Q: 3 clusters Score -6887839 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -6887431.500000 Penalty: 5179.244629
	Iteration 16Q: 3 clusters Score -6887432 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30954 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -6887069.500000 Penalty: 5179.244629
	Iteration 17Q: 3 clusters Score -6887070 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6886692.500000 Penalty: 5179.244629
	Iteration 18Q: 3 clusters Score -6886692 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6886350.500000 Penalty: 5179.244629
	Iteration 19Q: 3 clusters Score -6886350 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32024 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -6886091.000000 Penalty: 5179.244629
	Iteration 20F: 3 clusters Score -6886091 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32290 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -6885844.000000 Penalty: 5179.244629
	Iteration 21Q: 3 clusters Score -6885844 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -6885626.000000 Penalty: 5179.244629
	Iteration 22Q: 3 clusters Score -6885626 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32764 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -6885442.500000 Penalty: 5179.244629
	Iteration 23Q: 3 clusters Score -6885442 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -6885286.500000 Penalty: 5179.244629
	Iteration 24Q: 3 clusters Score -6885286 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33084 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -6885162.000000 Penalty: 5179.244629
	Iteration 25Q: 3 clusters Score -6885162 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33194 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6885096.000000 Penalty: 5179.244629
	Iteration 26Q: 3 clusters Score -6885096 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33284 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -6884992.500000 Penalty: 5179.244629
	Iteration 27Q: 3 clusters Score -6884992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -6884911.500000 Penalty: 5179.244629
	Iteration 28Q: 3 clusters Score -6884912 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6884854.000000 Penalty: 5179.244629
	Iteration 29Q: 3 clusters Score -6884854 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6884806.500000 Penalty: 5179.244629
	Iteration 30Q: 3 clusters Score -6884806 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33505 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -6884769.500000 Penalty: 5179.244629
	Iteration 31Q: 3 clusters Score -6884770 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -6884750.000000 Penalty: 5179.244629
	Iteration 32Q: 3 clusters Score -6884750 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33565 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6884732.500000 Penalty: 5179.244629
	Iteration 33Q: 3 clusters Score -6884732 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6884701.000000 Penalty: 5179.244629
	Iteration 34Q: 3 clusters Score -6884701 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33606 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6884685.500000 Penalty: 5179.244629
	Iteration 35Q: 3 clusters Score -6884686 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -6884679.500000 Penalty: 5179.244629
	Iteration 36Q: 3 clusters Score -6884680 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33626 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6884663.500000 Penalty: 5179.244629
	Iteration 37Q: 3 clusters Score -6884664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -6884658.000000 Penalty: 5179.244629
	Iteration 38Q: 3 clusters Score -6884658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33639 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6884657.000000 Penalty: 5179.244629
	Iteration 39Q: 3 clusters Score -6884657 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33645 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -6884642.000000 Penalty: 5179.244629
	Iteration 40F: 3 clusters Score -6884642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33649 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -6884635.000000 Penalty: 5179.244629
	Iteration 41Q: 3 clusters Score -6884635 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6884634.000000 Penalty: 5179.244629
	Iteration 42Q: 3 clusters Score -6884634 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33650 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6884634.000000 Penalty: 5179.244629
	Iteration 43F: 3 clusters Score -6884634 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Entering Unmasked Estep 
Score: -5942851.500000 Penalty: 2566.529785
	Iteration 0F: 2 clusters Score -5942852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
Score: -5921682.000000 Penalty: 5133.059570
	Iteration 0F: 3 clusters Score -5921682 nChanged 14262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15979 members 
Mstep: Class 2 contains 15244 members 
Entering Unmasked Estep 
Score: -5929422.000000 Penalty: 5133.059570
	Iteration 1F: 3 clusters Score -5929422 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -5929846.000000 Penalty: 5133.059570
	Iteration 2Q: 3 clusters Score -5929846 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 14745 members 
Entering Unmasked Estep 
Score: -5930204.500000 Penalty: 5133.059570
	Iteration 3Q: 3 clusters Score -5930204 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16915 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -5930522.000000 Penalty: 5133.059570
	Iteration 4Q: 3 clusters Score -5930522 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 13675 members 
Entering Unmasked Estep 
Score: -5930899.500000 Penalty: 5133.059570
	Iteration 5Q: 3 clusters Score -5930900 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18381 members 
Mstep: Class 2 contains 12842 members 
Entering Unmasked Estep 
Score: -5931345.500000 Penalty: 5133.059570
	Iteration 6Q: 3 clusters Score -5931346 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19441 members 
Mstep: Class 2 contains 11782 members 
Entering Unmasked Estep 
Score: -5931919.500000 Penalty: 5133.059570
	Iteration 7Q: 3 clusters Score -5931920 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20783 members 
Mstep: Class 2 contains 10440 members 
Entering Unmasked Estep 
Score: -5932746.500000 Penalty: 5133.059570
	Iteration 8Q: 3 clusters Score -5932746 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 8850 members 
Entering Unmasked Estep 
Score: -5933794.000000 Penalty: 5133.059570
	Iteration 9F: 3 clusters Score -5933794 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 7015 members 
Entering Unmasked Estep 
Score: -5935185.000000 Penalty: 5133.059570
	Iteration 10F: 3 clusters Score -5935185 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -5936635.000000 Penalty: 5133.059570
	Iteration 11F: 3 clusters Score -5936635 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 3425 members 
Entering Unmasked Estep 
Score: -5938089.000000 Penalty: 5133.059570
	Iteration 12F: 3 clusters Score -5938089 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29087 members 
Mstep: Class 2 contains 2136 members 
Entering Unmasked Estep 
Score: -5939171.500000 Penalty: 5133.059570
	Iteration 13Q: 3 clusters Score -5939172 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29857 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -5939760.000000 Penalty: 5133.059570
	Iteration 14Q: 3 clusters Score -5939760 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5940096.000000 Penalty: 5133.059570
	Iteration 15Q: 3 clusters Score -5940096 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -5940275.000000 Penalty: 5133.059570
	Iteration 16Q: 3 clusters Score -5940275 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30656 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5940377.500000 Penalty: 5133.059570
	Iteration 17Q: 3 clusters Score -5940378 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30738 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5940485.500000 Penalty: 5133.059570
	Iteration 18Q: 3 clusters Score -5940486 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30786 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5940539.000000 Penalty: 5133.059570
	Iteration 19Q: 3 clusters Score -5940539 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30818 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5940568.500000 Penalty: 5133.059570
	Iteration 20F: 3 clusters Score -5940568 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5940603.500000 Penalty: 5133.059570
	Iteration 21Q: 3 clusters Score -5940604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30844 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5940618.500000 Penalty: 5133.059570
	Iteration 22Q: 3 clusters Score -5940618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5940635.000000 Penalty: 5133.059570
	Iteration 23Q: 3 clusters Score -5940635 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30867 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -5940638.000000 Penalty: 5133.059570
	Iteration 24Q: 3 clusters Score -5940638 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -5940650.500000 Penalty: 5133.059570
	Iteration 25Q: 3 clusters Score -5940650 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30880 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5940661.500000 Penalty: 5133.059570
	Iteration 26Q: 3 clusters Score -5940662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30885 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5940666.500000 Penalty: 5133.059570
	Iteration 27Q: 3 clusters Score -5940666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5940679.000000 Penalty: 5133.059570
	Iteration 28Q: 3 clusters Score -5940679 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30889 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5940678.000000 Penalty: 5133.059570
	Iteration 29Q: 3 clusters Score -5940678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30891 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -5940687.000000 Penalty: 5133.059570
	Iteration 30Q: 3 clusters Score -5940687 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30895 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5940695.500000 Penalty: 5133.059570
	Iteration 31Q: 3 clusters Score -5940696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30899 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5940702.000000 Penalty: 5133.059570
	Iteration 32Q: 3 clusters Score -5940702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -5940702.000000 Penalty: 5133.059570
	Iteration 33Q: 3 clusters Score -5940702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30905 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5940712.500000 Penalty: 5133.059570
	Iteration 34Q: 3 clusters Score -5940712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5940713.500000 Penalty: 5133.059570
	Iteration 35Q: 3 clusters Score -5940714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30910 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5940715.000000 Penalty: 5133.059570
	Iteration 36Q: 3 clusters Score -5940715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30912 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5940715.500000 Penalty: 5133.059570
	Iteration 37Q: 3 clusters Score -5940716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5940721.000000 Penalty: 5133.059570
	Iteration 38Q: 3 clusters Score -5940721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30914 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5940721.000000 Penalty: 5133.059570
	Iteration 39F: 3 clusters Score -5940721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (24144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24144 members 
Entering Unmasked Estep 
Score: -4473962.500000 Penalty: 2502.764160
	Iteration 0F: 2 clusters Score -4473962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12183 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -4457239.500000 Penalty: 5005.528320
	Iteration 0F: 3 clusters Score -4457240 nChanged 10676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -4463013.500000 Penalty: 5005.528320
	Iteration 1F: 3 clusters Score -4463014 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -4463554.000000 Penalty: 5005.528320
	Iteration 2F: 3 clusters Score -4463554 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13550 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -4464072.500000 Penalty: 5005.528320
	Iteration 3F: 3 clusters Score -4464072 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -4464584.000000 Penalty: 5005.528320
	Iteration 4Q: 3 clusters Score -4464584 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15258 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -4465239.500000 Penalty: 5005.528320
	Iteration 5F: 3 clusters Score -4465240 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -4466075.000000 Penalty: 5005.528320
	Iteration 6F: 3 clusters Score -4466075 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18065 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -4467150.500000 Penalty: 5005.528320
	Iteration 7F: 3 clusters Score -4467150 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -4468569.000000 Penalty: 5005.528320
	Iteration 8F: 3 clusters Score -4468569 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -4469987.500000 Penalty: 5005.528320
	Iteration 9F: 3 clusters Score -4469988 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -4471018.000000 Penalty: 5005.528320
	Iteration 10Q: 3 clusters Score -4471018 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22974 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -4471551.000000 Penalty: 5005.528320
	Iteration 11Q: 3 clusters Score -4471551 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23320 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -4471864.000000 Penalty: 5005.528320
	Iteration 12Q: 3 clusters Score -4471864 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -4472007.500000 Penalty: 5005.528320
	Iteration 13Q: 3 clusters Score -4472008 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23574 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -4472084.500000 Penalty: 5005.528320
	Iteration 14Q: 3 clusters Score -4472084 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -4472144.000000 Penalty: 5005.528320
	Iteration 15Q: 3 clusters Score -4472144 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4472170.500000 Penalty: 5005.528320
	Iteration 16Q: 3 clusters Score -4472170 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4472196.000000 Penalty: 5005.528320
	Iteration 17Q: 3 clusters Score -4472196 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -4472210.500000 Penalty: 5005.528320
	Iteration 18Q: 3 clusters Score -4472210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -4472210.000000 Penalty: 5005.528320
	Iteration 19Q: 3 clusters Score -4472210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -4472208.500000 Penalty: 5005.528320
	Iteration 20F: 3 clusters Score -4472208 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4472211.500000 Penalty: 5005.528320
	Iteration 21Q: 3 clusters Score -4472212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4472219.000000 Penalty: 5005.528320
	Iteration 22Q: 3 clusters Score -4472219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4472222.500000 Penalty: 5005.528320
	Iteration 23Q: 3 clusters Score -4472222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23685 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -4472234.000000 Penalty: 5005.528320
	Iteration 24Q: 3 clusters Score -4472234 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -4472232.000000 Penalty: 5005.528320
	Iteration 25Q: 3 clusters Score -4472232 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -4472238.000000 Penalty: 5005.528320
	Iteration 26Q: 3 clusters Score -4472238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -4472241.500000 Penalty: 5005.528320
	Iteration 27Q: 3 clusters Score -4472242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23691 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -4472242.500000 Penalty: 5005.528320
	Iteration 28Q: 3 clusters Score -4472242 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23693 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4472245.000000 Penalty: 5005.528320
	Iteration 29Q: 3 clusters Score -4472245 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23697 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -4472252.500000 Penalty: 5005.528320
	Iteration 30Q: 3 clusters Score -4472252 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23698 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4472252.000000 Penalty: 5005.528320
	Iteration 31Q: 3 clusters Score -4472252 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -4472260.000000 Penalty: 5005.528320
	Iteration 32Q: 3 clusters Score -4472260 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4472263.000000 Penalty: 5005.528320
	Iteration 33Q: 3 clusters Score -4472263 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23702 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4472263.000000 Penalty: 5005.528320
	Iteration 34F: 3 clusters Score -4472263 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (35061 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Entering Unmasked Estep 
Score: -6681585.500000 Penalty: 2595.281494
	Iteration 0F: 2 clusters Score -6681586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17652 members 
Mstep: Class 2 contains 17409 members 
Entering Unmasked Estep 
Score: -6658822.000000 Penalty: 5190.562988
	Iteration 0F: 3 clusters Score -6658822 nChanged 15937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 16890 members 
Entering Unmasked Estep 
Score: -6667495.500000 Penalty: 5190.562988
	Iteration 1F: 3 clusters Score -6667496 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18437 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -6668208.500000 Penalty: 5190.562988
	Iteration 2Q: 3 clusters Score -6668208 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -6669076.500000 Penalty: 5190.562988
	Iteration 3Q: 3 clusters Score -6669076 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -6670111.500000 Penalty: 5190.562988
	Iteration 4Q: 3 clusters Score -6670112 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19316 members 
Mstep: Class 2 contains 15745 members 
Entering Unmasked Estep 
Score: -6671472.000000 Penalty: 5190.562988
	Iteration 5F: 3 clusters Score -6671472 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -6672904.500000 Penalty: 5190.562988
	Iteration 6F: 3 clusters Score -6672904 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 15865 members 
Entering Unmasked Estep 
Score: -6674407.500000 Penalty: 5190.562988
	Iteration 7F: 3 clusters Score -6674408 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 16235 members 
Entering Unmasked Estep 
Score: -6675882.000000 Penalty: 5190.562988
	Iteration 8F: 3 clusters Score -6675882 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18249 members 
Mstep: Class 2 contains 16812 members 
Entering Unmasked Estep 
Score: -6677197.000000 Penalty: 5190.562988
	Iteration 9F: 3 clusters Score -6677197 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -6678270.500000 Penalty: 5190.562988
	Iteration 10Q: 3 clusters Score -6678270 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 17993 members 
Entering Unmasked Estep 
Score: -6678862.500000 Penalty: 5190.562988
	Iteration 11Q: 3 clusters Score -6678862 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 18468 members 
Entering Unmasked Estep 
Score: -6679193.000000 Penalty: 5190.562988
	Iteration 12Q: 3 clusters Score -6679193 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -6679385.000000 Penalty: 5190.562988
	Iteration 13Q: 3 clusters Score -6679385 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -6679501.000000 Penalty: 5190.562988
	Iteration 14Q: 3 clusters Score -6679501 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15415 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -6679593.000000 Penalty: 5190.562988
	Iteration 15Q: 3 clusters Score -6679593 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15074 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -6679735.500000 Penalty: 5190.562988
	Iteration 16Q: 3 clusters Score -6679736 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14770 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -6679818.000000 Penalty: 5190.562988
	Iteration 17Q: 3 clusters Score -6679818 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -6679852.000000 Penalty: 5190.562988
	Iteration 18Q: 3 clusters Score -6679852 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14188 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -6679908.000000 Penalty: 5190.562988
	Iteration 19Q: 3 clusters Score -6679908 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13894 members 
Mstep: Class 2 contains 21167 members 
Entering Unmasked Estep 
Score: -6679963.500000 Penalty: 5190.562988
	Iteration 20F: 3 clusters Score -6679964 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13604 members 
Mstep: Class 2 contains 21457 members 
Entering Unmasked Estep 
Score: -6680011.500000 Penalty: 5190.562988
	Iteration 21Q: 3 clusters Score -6680012 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13300 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -6680049.000000 Penalty: 5190.562988
	Iteration 22Q: 3 clusters Score -6680049 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13011 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -6680093.000000 Penalty: 5190.562988
	Iteration 23Q: 3 clusters Score -6680093 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12714 members 
Mstep: Class 2 contains 22347 members 
Entering Unmasked Estep 
Score: -6680094.000000 Penalty: 5190.562988
	Iteration 24Q: 3 clusters Score -6680094 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -6680120.000000 Penalty: 5190.562988
	Iteration 25Q: 3 clusters Score -6680120 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -6680126.000000 Penalty: 5190.562988
	Iteration 26Q: 3 clusters Score -6680126 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -6680150.000000 Penalty: 5190.562988
	Iteration 27Q: 3 clusters Score -6680150 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 23471 members 
Entering Unmasked Estep 
Score: -6680197.000000 Penalty: 5190.562988
	Iteration 28Q: 3 clusters Score -6680197 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11302 members 
Mstep: Class 2 contains 23759 members 
Entering Unmasked Estep 
Score: -6680211.000000 Penalty: 5190.562988
	Iteration 29Q: 3 clusters Score -6680211 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10988 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -6680223.500000 Penalty: 5190.562988
	Iteration 30Q: 3 clusters Score -6680224 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -6680268.500000 Penalty: 5190.562988
	Iteration 31Q: 3 clusters Score -6680268 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10394 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -6680286.000000 Penalty: 5190.562988
	Iteration 32Q: 3 clusters Score -6680286 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -6680307.500000 Penalty: 5190.562988
	Iteration 33Q: 3 clusters Score -6680308 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9817 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -6680333.500000 Penalty: 5190.562988
	Iteration 34Q: 3 clusters Score -6680334 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9548 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -6680344.000000 Penalty: 5190.562988
	Iteration 35Q: 3 clusters Score -6680344 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 25775 members 
Entering Unmasked Estep 
Score: -6680345.500000 Penalty: 5190.562988
	Iteration 36Q: 3 clusters Score -6680346 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 26047 members 
Entering Unmasked Estep 
Score: -6680356.500000 Penalty: 5190.562988
	Iteration 37Q: 3 clusters Score -6680356 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8753 members 
Mstep: Class 2 contains 26308 members 
Entering Unmasked Estep 
Score: -6680392.000000 Penalty: 5190.562988
	Iteration 38Q: 3 clusters Score -6680392 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 26586 members 
Entering Unmasked Estep 
Score: -6680418.500000 Penalty: 5190.562988
	Iteration 39Q: 3 clusters Score -6680418 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -6680437.000000 Penalty: 5190.562988
	Iteration 40F: 3 clusters Score -6680437 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -6680468.500000 Penalty: 5190.562988
	Iteration 41Q: 3 clusters Score -6680468 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 27451 members 
Entering Unmasked Estep 
Score: -6680460.500000 Penalty: 5190.562988
	Iteration 42Q: 3 clusters Score -6680460 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 27716 members 
Entering Unmasked Estep 
Score: -6680502.500000 Penalty: 5190.562988
	Iteration 43Q: 3 clusters Score -6680502 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 27956 members 
Entering Unmasked Estep 
Score: -6680512.500000 Penalty: 5190.562988
	Iteration 44Q: 3 clusters Score -6680512 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -6680542.500000 Penalty: 5190.562988
	Iteration 45Q: 3 clusters Score -6680542 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -6680589.500000 Penalty: 5190.562988
	Iteration 46Q: 3 clusters Score -6680590 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 28687 members 
Entering Unmasked Estep 
Score: -6680622.000000 Penalty: 5190.562988
	Iteration 47Q: 3 clusters Score -6680622 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 28907 members 
Entering Unmasked Estep 
Score: -6680624.500000 Penalty: 5190.562988
	Iteration 48Q: 3 clusters Score -6680624 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -6680643.500000 Penalty: 5190.562988
	Iteration 49Q: 3 clusters Score -6680644 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 29267 members 
Entering Unmasked Estep 
Score: -6680648.000000 Penalty: 5190.562988
	Iteration 50Q: 3 clusters Score -6680648 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5645 members 
Mstep: Class 2 contains 29416 members 
Entering Unmasked Estep 
Score: -6680650.000000 Penalty: 5190.562988
	Iteration 51Q: 3 clusters Score -6680650 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 29540 members 
Entering Unmasked Estep 
Score: -6680642.000000 Penalty: 5190.562988
	Iteration 52Q: 3 clusters Score -6680642 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5401 members 
Mstep: Class 2 contains 29660 members 
Entering Unmasked Estep 
Score: -6680650.000000 Penalty: 5190.562988
	Iteration 53Q: 3 clusters Score -6680650 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 29762 members 
Entering Unmasked Estep 
Score: -6680665.500000 Penalty: 5190.562988
	Iteration 54Q: 3 clusters Score -6680666 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -6680661.500000 Penalty: 5190.562988
	Iteration 55Q: 3 clusters Score -6680662 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 29919 members 
Entering Unmasked Estep 
Score: -6680653.500000 Penalty: 5190.562988
	Iteration 56Q: 3 clusters Score -6680654 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -6680661.000000 Penalty: 5190.562988
	Iteration 57Q: 3 clusters Score -6680661 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -6680654.500000 Penalty: 5190.562988
	Iteration 58Q: 3 clusters Score -6680654 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -6680644.000000 Penalty: 5190.562988
	Iteration 59Q: 3 clusters Score -6680644 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -6680655.500000 Penalty: 5190.562988
	Iteration 60F: 3 clusters Score -6680656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 30193 members 
Entering Unmasked Estep 
Score: -6680649.000000 Penalty: 5190.562988
	Iteration 61Q: 3 clusters Score -6680649 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -6680634.500000 Penalty: 5190.562988
	Iteration 62Q: 3 clusters Score -6680634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 30237 members 
Entering Unmasked Estep 
Score: -6680630.000000 Penalty: 5190.562988
	Iteration 63Q: 3 clusters Score -6680630 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4811 members 
Mstep: Class 2 contains 30250 members 
Entering Unmasked Estep 
Score: -6680626.000000 Penalty: 5190.562988
	Iteration 64Q: 3 clusters Score -6680626 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 30266 members 
Entering Unmasked Estep 
Score: -6680629.500000 Penalty: 5190.562988
	Iteration 65Q: 3 clusters Score -6680630 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -6680625.500000 Penalty: 5190.562988
	Iteration 66Q: 3 clusters Score -6680626 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 30287 members 
Entering Unmasked Estep 
Score: -6680627.000000 Penalty: 5190.562988
	Iteration 67Q: 3 clusters Score -6680627 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 30295 members 
Entering Unmasked Estep 
Score: -6680623.500000 Penalty: 5190.562988
	Iteration 68Q: 3 clusters Score -6680624 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4762 members 
Mstep: Class 2 contains 30299 members 
Entering Unmasked Estep 
Score: -6680626.500000 Penalty: 5190.562988
	Iteration 69Q: 3 clusters Score -6680626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -6680622.000000 Penalty: 5190.562988
	Iteration 70Q: 3 clusters Score -6680622 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -6680619.500000 Penalty: 5190.562988
	Iteration 71Q: 3 clusters Score -6680620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 30307 members 
Entering Unmasked Estep 
Score: -6680618.500000 Penalty: 5190.562988
	Iteration 72Q: 3 clusters Score -6680618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 30309 members 
Entering Unmasked Estep 
Score: -6680621.000000 Penalty: 5190.562988
	Iteration 73Q: 3 clusters Score -6680621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 30312 members 
Entering Unmasked Estep 
Score: -6680630.000000 Penalty: 5190.562988
	Iteration 74Q: 3 clusters Score -6680630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -6680633.500000 Penalty: 5190.562988
	Iteration 75Q: 3 clusters Score -6680634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -6680628.500000 Penalty: 5190.562988
	Iteration 76Q: 3 clusters Score -6680628 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4734 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -6680621.500000 Penalty: 5190.562988
	Iteration 77Q: 3 clusters Score -6680622 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -6680626.000000 Penalty: 5190.562988
	Iteration 78Q: 3 clusters Score -6680626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 30336 members 
Entering Unmasked Estep 
Score: -6680617.500000 Penalty: 5190.562988
	Iteration 79Q: 3 clusters Score -6680618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4718 members 
Mstep: Class 2 contains 30343 members 
Entering Unmasked Estep 
Score: -6680620.500000 Penalty: 5190.562988
	Iteration 80F: 3 clusters Score -6680620 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 30348 members 
Entering Unmasked Estep 
Score: -6680616.000000 Penalty: 5190.562988
	Iteration 81Q: 3 clusters Score -6680616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 30353 members 
Entering Unmasked Estep 
Score: -6680618.000000 Penalty: 5190.562988
	Iteration 82Q: 3 clusters Score -6680618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 30358 members 
Entering Unmasked Estep 
Score: -6680618.500000 Penalty: 5190.562988
	Iteration 83Q: 3 clusters Score -6680618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4698 members 
Mstep: Class 2 contains 30363 members 
Entering Unmasked Estep 
Score: -6680623.500000 Penalty: 5190.562988
	Iteration 84Q: 3 clusters Score -6680624 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4695 members 
Mstep: Class 2 contains 30366 members 
Entering Unmasked Estep 
Score: -6680630.500000 Penalty: 5190.562988
	Iteration 85Q: 3 clusters Score -6680630 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -6680634.500000 Penalty: 5190.562988
	Iteration 86Q: 3 clusters Score -6680634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Mstep: Class 2 contains 30375 members 
Entering Unmasked Estep 
Score: -6680628.000000 Penalty: 5190.562988
	Iteration 87Q: 3 clusters Score -6680628 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 30377 members 
Entering Unmasked Estep 
Score: -6680626.500000 Penalty: 5190.562988
	Iteration 88Q: 3 clusters Score -6680626 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -6680629.500000 Penalty: 5190.562988
	Iteration 89Q: 3 clusters Score -6680630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -6680629.500000 Penalty: 5190.562988
	Iteration 90F: 3 clusters Score -6680630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (19123 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Entering Unmasked Estep 
Score: -3657565.250000 Penalty: 2444.944580
	Iteration 0F: 2 clusters Score -3657565 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9670 members 
Mstep: Class 2 contains 9453 members 
Entering Unmasked Estep 
Score: -3644148.250000 Penalty: 4889.889160
	Iteration 0F: 3 clusters Score -3644148 nChanged 8291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -3648668.000000 Penalty: 4889.889160
	Iteration 1F: 3 clusters Score -3648668 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3649051.500000 Penalty: 4889.889160
	Iteration 2F: 3 clusters Score -3649052 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10644 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -3649403.500000 Penalty: 4889.889160
	Iteration 3Q: 3 clusters Score -3649404 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -3649707.000000 Penalty: 4889.889160
	Iteration 4Q: 3 clusters Score -3649707 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11457 members 
Mstep: Class 2 contains 7666 members 
Entering Unmasked Estep 
Score: -3650031.750000 Penalty: 4889.889160
	Iteration 5Q: 3 clusters Score -3650032 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12000 members 
Mstep: Class 2 contains 7123 members 
Entering Unmasked Estep 
Score: -3650370.500000 Penalty: 4889.889160
	Iteration 6Q: 3 clusters Score -3650370 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 6498 members 
Entering Unmasked Estep 
Score: -3650802.500000 Penalty: 4889.889160
	Iteration 7Q: 3 clusters Score -3650802 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -3651261.750000 Penalty: 4889.889160
	Iteration 8Q: 3 clusters Score -3651262 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 5072 members 
Entering Unmasked Estep 
Score: -3651824.250000 Penalty: 4889.889160
	Iteration 9Q: 3 clusters Score -3651824 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -3652427.750000 Penalty: 4889.889160
	Iteration 10Q: 3 clusters Score -3652428 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -3652998.750000 Penalty: 4889.889160
	Iteration 11Q: 3 clusters Score -3652999 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16314 members 
Mstep: Class 2 contains 2809 members 
Entering Unmasked Estep 
Score: -3653573.750000 Penalty: 4889.889160
	Iteration 12Q: 3 clusters Score -3653574 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16905 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -3654046.250000 Penalty: 4889.889160
	Iteration 13Q: 3 clusters Score -3654046 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17387 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -3654450.250000 Penalty: 4889.889160
	Iteration 14Q: 3 clusters Score -3654450 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17739 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -3654736.500000 Penalty: 4889.889160
	Iteration 15Q: 3 clusters Score -3654736 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -3654936.750000 Penalty: 4889.889160
	Iteration 16Q: 3 clusters Score -3654937 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 963 members 
Entering Unmasked Estep 
Score: -3655072.250000 Penalty: 4889.889160
	Iteration 17Q: 3 clusters Score -3655072 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -3655152.500000 Penalty: 4889.889160
	Iteration 18Q: 3 clusters Score -3655152 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18355 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3655203.500000 Penalty: 4889.889160
	Iteration 19Q: 3 clusters Score -3655204 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3655253.750000 Penalty: 4889.889160
	Iteration 20F: 3 clusters Score -3655254 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3655300.500000 Penalty: 4889.889160
	Iteration 21Q: 3 clusters Score -3655300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -3655330.500000 Penalty: 4889.889160
	Iteration 22Q: 3 clusters Score -3655330 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -3655361.500000 Penalty: 4889.889160
	Iteration 23Q: 3 clusters Score -3655362 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18561 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3655373.500000 Penalty: 4889.889160
	Iteration 24Q: 3 clusters Score -3655374 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3655387.000000 Penalty: 4889.889160
	Iteration 25Q: 3 clusters Score -3655387 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3655408.000000 Penalty: 4889.889160
	Iteration 26Q: 3 clusters Score -3655408 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -3655426.750000 Penalty: 4889.889160
	Iteration 27Q: 3 clusters Score -3655427 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3655437.750000 Penalty: 4889.889160
	Iteration 28Q: 3 clusters Score -3655438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -3655440.500000 Penalty: 4889.889160
	Iteration 29Q: 3 clusters Score -3655440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18636 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -3655440.750000 Penalty: 4889.889160
	Iteration 30Q: 3 clusters Score -3655441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18640 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -3655448.250000 Penalty: 4889.889160
	Iteration 31Q: 3 clusters Score -3655448 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18646 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3655450.750000 Penalty: 4889.889160
	Iteration 32Q: 3 clusters Score -3655451 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -3655455.750000 Penalty: 4889.889160
	Iteration 33Q: 3 clusters Score -3655456 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -3655456.250000 Penalty: 4889.889160
	Iteration 34Q: 3 clusters Score -3655456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -3655457.000000 Penalty: 4889.889160
	Iteration 35Q: 3 clusters Score -3655457 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -3655459.500000 Penalty: 4889.889160
	Iteration 36Q: 3 clusters Score -3655460 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -3655463.500000 Penalty: 4889.889160
	Iteration 37Q: 3 clusters Score -3655464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3655465.250000 Penalty: 4889.889160
	Iteration 38Q: 3 clusters Score -3655465 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18669 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -3655475.250000 Penalty: 4889.889160
	Iteration 39Q: 3 clusters Score -3655475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -3655474.750000 Penalty: 4889.889160
	Iteration 40F: 3 clusters Score -3655475 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18673 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3655476.500000 Penalty: 4889.889160
	Iteration 41Q: 3 clusters Score -3655476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3655474.250000 Penalty: 4889.889160
	Iteration 42Q: 3 clusters Score -3655474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18674 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -3655474.250000 Penalty: 4889.889160
	Iteration 43F: 3 clusters Score -3655474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (1837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Entering Unmasked Estep 
Score: -286194.062500 Penalty: 1863.940552
	Iteration 0F: 2 clusters Score -286194.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 931 members 
Entering Unmasked Estep 
Score: -283835.031250 Penalty: 3727.881104
	Iteration 0F: 3 clusters Score -283835 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -284827.593750 Penalty: 3727.881104
	Iteration 1F: 3 clusters Score -284827.6 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -285817.531250 Penalty: 3727.881104
	Iteration 2F: 3 clusters Score -285817.5 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -286973.812500 Penalty: 3727.881104
	Iteration 3F: 3 clusters Score -286973.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -287518.125000 Penalty: 3727.881104
	Iteration 4F: 3 clusters Score -287518.1 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -287837.187500 Penalty: 3727.881104
	Iteration 5Q: 3 clusters Score -287837.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -288187.281250 Penalty: 3727.881104
	Iteration 6Q: 3 clusters Score -288187.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -288774.406250 Penalty: 3727.881104
	Iteration 7Q: 3 clusters Score -288774.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 1000 members 
Entering Unmasked Estep 
Score: -289183.625000 Penalty: 3727.881104
	Iteration 8Q: 3 clusters Score -289183.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -289760.125000 Penalty: 3727.881104
	Iteration 9Q: 3 clusters Score -289760.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -290085.000000 Penalty: 3727.881104
	Iteration 10Q: 3 clusters Score -290085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -290098.781250 Penalty: 3727.881104
	Iteration 11Q: 3 clusters Score -290098.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -290107.250000 Penalty: 3727.881104
	Iteration 12Q: 3 clusters Score -290107.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -290108.187500 Penalty: 3727.881104
	Iteration 13Q: 3 clusters Score -290108.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -290116.312500 Penalty: 3727.881104
	Iteration 14F: 3 clusters Score -290116.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -290128.375000 Penalty: 3727.881104
	Iteration 15Q: 3 clusters Score -290128.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -290137.343750 Penalty: 3727.881104
	Iteration 16Q: 3 clusters Score -290137.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -290146.906250 Penalty: 3727.881104
	Iteration 17Q: 3 clusters Score -290146.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -290162.781250 Penalty: 3727.881104
	Iteration 18Q: 3 clusters Score -290162.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -290186.937500 Penalty: 3727.881104
	Iteration 19Q: 3 clusters Score -290186.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -290209.062500 Penalty: 3727.881104
	Iteration 20F: 3 clusters Score -290209.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -290238.968750 Penalty: 3727.881104
	Iteration 21Q: 3 clusters Score -290239 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -290267.875000 Penalty: 3727.881104
	Iteration 22Q: 3 clusters Score -290267.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -290310.812500 Penalty: 3727.881104
	Iteration 23Q: 3 clusters Score -290310.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -290371.031250 Penalty: 3727.881104
	Iteration 24Q: 3 clusters Score -290371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -290512.187500 Penalty: 3727.881104
	Iteration 25Q: 3 clusters Score -290512.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -290646.281250 Penalty: 3727.881104
	Iteration 26Q: 3 clusters Score -290646.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -290679.718750 Penalty: 3727.881104
	Iteration 27Q: 3 clusters Score -290679.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -290686.906250 Penalty: 3727.881104
	Iteration 28Q: 3 clusters Score -290686.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -290692.562500 Penalty: 3727.881104
	Iteration 29Q: 3 clusters Score -290692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -290692.562500 Penalty: 3727.881104
	Iteration 30F: 3 clusters Score -290692.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 26041 members 
Mstep: Class 3 contains 45629 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 41891 members 
Mstep: Class 6 contains 40425 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 45310 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 40364 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 72680 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 37713 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 43925 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 34270 members 
Mstep: Class 22 contains 31223 members 
Mstep: Class 23 contains 24144 members 
Mstep: Class 24 contains 35061 members 
Mstep: Class 25 contains 19123 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 41760 members 
Mstep: Class 28 contains 30736 members 
Mstep: Class 29 contains 38724 members 
Mstep: Class 30 contains 60212 members 
Mstep: Class 31 contains 56649 members 
Mstep: Class 32 contains 69450 members 
Mstep: Class 33 contains 23900 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 21291 members 
Mstep: Class 36 contains 48573 members 
Mstep: Class 37 contains 1612 members 
Mstep: Class 38 contains 866 members 
Mstep: Class 39 contains 26048 members 
Mstep: Class 40 contains 283 members 
Mstep: Class 41 contains 873 members 
Mstep: Class 42 contains 304 members 
Mstep: Class 43 contains 1032 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
Score: -207909600.000000 Penalty: 151954.750000
Splitting cluster 26 changes total score from -207878736.000000 to -207909600.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 27 (41760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Entering Unmasked Estep 
Score: -8079121.500000 Penalty: 2638.644043
	Iteration 0F: 2 clusters Score -8079122 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -8053682.500000 Penalty: 5277.288086
	Iteration 0F: 3 clusters Score -8053682 nChanged 19167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21599 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -8064658.500000 Penalty: 5277.288086
	Iteration 1F: 3 clusters Score -8064658 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -8065367.000000 Penalty: 5277.288086
	Iteration 2F: 3 clusters Score -8065367 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -8066100.000000 Penalty: 5277.288086
	Iteration 3Q: 3 clusters Score -8066100 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 17819 members 
Entering Unmasked Estep 
Score: -8066768.000000 Penalty: 5277.288086
	Iteration 4Q: 3 clusters Score -8066768 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -8067327.500000 Penalty: 5277.288086
	Iteration 5Q: 3 clusters Score -8067328 nChanged 1850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26178 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -8067972.000000 Penalty: 5277.288086
	Iteration 6Q: 3 clusters Score -8067972 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -8068648.500000 Penalty: 5277.288086
	Iteration 7Q: 3 clusters Score -8068648 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -8069410.000000 Penalty: 5277.288086
	Iteration 8Q: 3 clusters Score -8069410 nChanged 1988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -8070473.000000 Penalty: 5277.288086
	Iteration 9Q: 3 clusters Score -8070473 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 9150 members 
Entering Unmasked Estep 
Score: -8071604.500000 Penalty: 5277.288086
	Iteration 10Q: 3 clusters Score -8071604 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 7422 members 
Entering Unmasked Estep 
Score: -8072706.000000 Penalty: 5277.288086
	Iteration 11Q: 3 clusters Score -8072706 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35851 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -8073802.000000 Penalty: 5277.288086
	Iteration 12Q: 3 clusters Score -8073802 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37001 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -8074725.500000 Penalty: 5277.288086
	Iteration 13Q: 3 clusters Score -8074726 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37742 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -8075401.500000 Penalty: 5277.288086
	Iteration 14Q: 3 clusters Score -8075402 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38219 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -8075833.000000 Penalty: 5277.288086
	Iteration 15Q: 3 clusters Score -8075833 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38541 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -8076180.500000 Penalty: 5277.288086
	Iteration 16Q: 3 clusters Score -8076180 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -8076422.000000 Penalty: 5277.288086
	Iteration 17Q: 3 clusters Score -8076422 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38935 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -8076565.000000 Penalty: 5277.288086
	Iteration 18Q: 3 clusters Score -8076565 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39052 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -8076668.000000 Penalty: 5277.288086
	Iteration 19Q: 3 clusters Score -8076668 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39148 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -8076788.000000 Penalty: 5277.288086
	Iteration 20F: 3 clusters Score -8076788 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -8076908.500000 Penalty: 5277.288086
	Iteration 21Q: 3 clusters Score -8076908 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -8076987.000000 Penalty: 5277.288086
	Iteration 22Q: 3 clusters Score -8076987 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39357 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -8077094.000000 Penalty: 5277.288086
	Iteration 23Q: 3 clusters Score -8077094 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39416 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -8077141.000000 Penalty: 5277.288086
	Iteration 24Q: 3 clusters Score -8077141 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39463 members 
Mstep: Class 2 contains 2297 members 
Entering Unmasked Estep 
Score: -8077199.000000 Penalty: 5277.288086
	Iteration 25Q: 3 clusters Score -8077199 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39501 members 
Mstep: Class 2 contains 2259 members 
Entering Unmasked Estep 
Score: -8077250.500000 Penalty: 5277.288086
	Iteration 26Q: 3 clusters Score -8077250 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39534 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -8077302.000000 Penalty: 5277.288086
	Iteration 27Q: 3 clusters Score -8077302 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -8077340.000000 Penalty: 5277.288086
	Iteration 28Q: 3 clusters Score -8077340 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39528 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -8077364.000000 Penalty: 5277.288086
	Iteration 29Q: 3 clusters Score -8077364 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -8077386.000000 Penalty: 5277.288086
	Iteration 30Q: 3 clusters Score -8077386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39503 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8077400.500000 Penalty: 5277.288086
	Iteration 31Q: 3 clusters Score -8077400 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8077426.000000 Penalty: 5277.288086
	Iteration 32Q: 3 clusters Score -8077426 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39489 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -8077427.000000 Penalty: 5277.288086
	Iteration 33Q: 3 clusters Score -8077427 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8077436.000000 Penalty: 5277.288086
	Iteration 34Q: 3 clusters Score -8077436 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8077440.500000 Penalty: 5277.288086
	Iteration 35Q: 3 clusters Score -8077440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39483 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -8077437.500000 Penalty: 5277.288086
	Iteration 36Q: 3 clusters Score -8077438 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8077447.000000 Penalty: 5277.288086
	Iteration 37Q: 3 clusters Score -8077447 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39487 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -8077451.500000 Penalty: 5277.288086
	Iteration 38Q: 3 clusters Score -8077452 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -8077450.000000 Penalty: 5277.288086
	Iteration 39Q: 3 clusters Score -8077450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8077450.500000 Penalty: 5277.288086
	Iteration 40F: 3 clusters Score -8077450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8077448.000000 Penalty: 5277.288086
	Iteration 41Q: 3 clusters Score -8077448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39492 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -8077452.500000 Penalty: 5277.288086
	Iteration 42Q: 3 clusters Score -8077452 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8077455.000000 Penalty: 5277.288086
	Iteration 43Q: 3 clusters Score -8077455 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39493 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -8077462.500000 Penalty: 5277.288086
	Iteration 44Q: 3 clusters Score -8077462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8077467.000000 Penalty: 5277.288086
	Iteration 45Q: 3 clusters Score -8077467 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8077465.000000 Penalty: 5277.288086
	Iteration 46Q: 3 clusters Score -8077465 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39490 members 
Mstep: Class 2 contains 2270 members 
Entering Unmasked Estep 
Score: -8077465.000000 Penalty: 5277.288086
	Iteration 47F: 3 clusters Score -8077465 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (30736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Entering Unmasked Estep 
Score: -5603104.000000 Penalty: 2562.631104
	Iteration 0F: 2 clusters Score -5603104 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15283 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -5582056.500000 Penalty: 5125.262207
	Iteration 0F: 3 clusters Score -5582056 nChanged 14063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15006 members 
Mstep: Class 2 contains 15730 members 
Entering Unmasked Estep 
Score: -5590037.000000 Penalty: 5125.262207
	Iteration 1F: 3 clusters Score -5590037 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14948 members 
Mstep: Class 2 contains 15788 members 
Entering Unmasked Estep 
Score: -5591421.000000 Penalty: 5125.262207
	Iteration 2F: 3 clusters Score -5591421 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -5593596.000000 Penalty: 5125.262207
	Iteration 3F: 3 clusters Score -5593596 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14793 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -5596387.500000 Penalty: 5125.262207
	Iteration 4F: 3 clusters Score -5596388 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 16136 members 
Entering Unmasked Estep 
Score: -5599109.500000 Penalty: 5125.262207
	Iteration 5F: 3 clusters Score -5599110 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -5600804.000000 Penalty: 5125.262207
	Iteration 6F: 3 clusters Score -5600804 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -5601485.000000 Penalty: 5125.262207
	Iteration 7F: 3 clusters Score -5601485 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 15577 members 
Entering Unmasked Estep 
Score: -5601813.500000 Penalty: 5125.262207
	Iteration 8Q: 3 clusters Score -5601814 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15452 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -5601948.000000 Penalty: 5125.262207
	Iteration 9Q: 3 clusters Score -5601948 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -5602015.000000 Penalty: 5125.262207
	Iteration 10Q: 3 clusters Score -5602015 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -5602058.500000 Penalty: 5125.262207
	Iteration 11Q: 3 clusters Score -5602058 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16143 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -5602102.000000 Penalty: 5125.262207
	Iteration 12Q: 3 clusters Score -5602102 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16339 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -5602133.000000 Penalty: 5125.262207
	Iteration 13Q: 3 clusters Score -5602133 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16525 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -5602169.000000 Penalty: 5125.262207
	Iteration 14Q: 3 clusters Score -5602169 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16698 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -5602195.500000 Penalty: 5125.262207
	Iteration 15Q: 3 clusters Score -5602196 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -5602191.500000 Penalty: 5125.262207
	Iteration 16Q: 3 clusters Score -5602192 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -5602205.500000 Penalty: 5125.262207
	Iteration 17Q: 3 clusters Score -5602206 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -5602225.000000 Penalty: 5125.262207
	Iteration 18Q: 3 clusters Score -5602225 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -5602230.000000 Penalty: 5125.262207
	Iteration 19Q: 3 clusters Score -5602230 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17400 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -5602259.500000 Penalty: 5125.262207
	Iteration 20F: 3 clusters Score -5602260 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -5602267.000000 Penalty: 5125.262207
	Iteration 21Q: 3 clusters Score -5602267 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -5602262.000000 Penalty: 5125.262207
	Iteration 22Q: 3 clusters Score -5602262 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17685 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -5602276.500000 Penalty: 5125.262207
	Iteration 23Q: 3 clusters Score -5602276 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17776 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -5602280.500000 Penalty: 5125.262207
	Iteration 24Q: 3 clusters Score -5602280 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -5602289.000000 Penalty: 5125.262207
	Iteration 25Q: 3 clusters Score -5602289 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -5602304.500000 Penalty: 5125.262207
	Iteration 26Q: 3 clusters Score -5602304 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18032 members 
Mstep: Class 2 contains 12704 members 
Entering Unmasked Estep 
Score: -5602328.000000 Penalty: 5125.262207
	Iteration 27Q: 3 clusters Score -5602328 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -5602336.000000 Penalty: 5125.262207
	Iteration 28Q: 3 clusters Score -5602336 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 12546 members 
Entering Unmasked Estep 
Score: -5602349.000000 Penalty: 5125.262207
	Iteration 29Q: 3 clusters Score -5602349 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 12464 members 
Entering Unmasked Estep 
Score: -5602349.500000 Penalty: 5125.262207
	Iteration 30Q: 3 clusters Score -5602350 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -5602361.000000 Penalty: 5125.262207
	Iteration 31Q: 3 clusters Score -5602361 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -5602347.500000 Penalty: 5125.262207
	Iteration 32Q: 3 clusters Score -5602348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -5602340.000000 Penalty: 5125.262207
	Iteration 33Q: 3 clusters Score -5602340 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -5602337.000000 Penalty: 5125.262207
	Iteration 34Q: 3 clusters Score -5602337 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5602342.000000 Penalty: 5125.262207
	Iteration 35Q: 3 clusters Score -5602342 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18544 members 
Mstep: Class 2 contains 12192 members 
Entering Unmasked Estep 
Score: -5602354.500000 Penalty: 5125.262207
	Iteration 36Q: 3 clusters Score -5602354 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18574 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -5602355.500000 Penalty: 5125.262207
	Iteration 37Q: 3 clusters Score -5602356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -5602362.500000 Penalty: 5125.262207
	Iteration 38Q: 3 clusters Score -5602362 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18631 members 
Mstep: Class 2 contains 12105 members 
Entering Unmasked Estep 
Score: -5602365.000000 Penalty: 5125.262207
	Iteration 39Q: 3 clusters Score -5602365 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18665 members 
Mstep: Class 2 contains 12071 members 
Entering Unmasked Estep 
Score: -5602365.500000 Penalty: 5125.262207
	Iteration 40F: 3 clusters Score -5602366 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18704 members 
Mstep: Class 2 contains 12032 members 
Entering Unmasked Estep 
Score: -5602364.500000 Penalty: 5125.262207
	Iteration 41Q: 3 clusters Score -5602364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -5602373.000000 Penalty: 5125.262207
	Iteration 42Q: 3 clusters Score -5602373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18782 members 
Mstep: Class 2 contains 11954 members 
Entering Unmasked Estep 
Score: -5602377.500000 Penalty: 5125.262207
	Iteration 43Q: 3 clusters Score -5602378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 11913 members 
Entering Unmasked Estep 
Score: -5602389.000000 Penalty: 5125.262207
	Iteration 44Q: 3 clusters Score -5602389 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 11873 members 
Entering Unmasked Estep 
Score: -5602394.000000 Penalty: 5125.262207
	Iteration 45Q: 3 clusters Score -5602394 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -5602395.500000 Penalty: 5125.262207
	Iteration 46Q: 3 clusters Score -5602396 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18938 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -5602396.000000 Penalty: 5125.262207
	Iteration 47Q: 3 clusters Score -5602396 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -5602401.500000 Penalty: 5125.262207
	Iteration 48Q: 3 clusters Score -5602402 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -5602400.000000 Penalty: 5125.262207
	Iteration 49Q: 3 clusters Score -5602400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -5602401.500000 Penalty: 5125.262207
	Iteration 50Q: 3 clusters Score -5602402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 11668 members 
Entering Unmasked Estep 
Score: -5602409.000000 Penalty: 5125.262207
	Iteration 51Q: 3 clusters Score -5602409 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -5602408.000000 Penalty: 5125.262207
	Iteration 52Q: 3 clusters Score -5602408 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -5602405.000000 Penalty: 5125.262207
	Iteration 53Q: 3 clusters Score -5602405 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19124 members 
Mstep: Class 2 contains 11612 members 
Entering Unmasked Estep 
Score: -5602405.000000 Penalty: 5125.262207
	Iteration 54Q: 3 clusters Score -5602405 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 11593 members 
Entering Unmasked Estep 
Score: -5602410.500000 Penalty: 5125.262207
	Iteration 55Q: 3 clusters Score -5602410 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -5602407.000000 Penalty: 5125.262207
	Iteration 56Q: 3 clusters Score -5602407 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -5602407.500000 Penalty: 5125.262207
	Iteration 57Q: 3 clusters Score -5602408 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -5602408.000000 Penalty: 5125.262207
	Iteration 58Q: 3 clusters Score -5602408 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 11537 members 
Entering Unmasked Estep 
Score: -5602412.500000 Penalty: 5125.262207
	Iteration 59Q: 3 clusters Score -5602412 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -5602406.500000 Penalty: 5125.262207
	Iteration 60F: 3 clusters Score -5602406 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19248 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -5602414.500000 Penalty: 5125.262207
	Iteration 61Q: 3 clusters Score -5602414 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 11469 members 
Entering Unmasked Estep 
Score: -5602408.500000 Penalty: 5125.262207
	Iteration 62Q: 3 clusters Score -5602408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -5602408.500000 Penalty: 5125.262207
	Iteration 63Q: 3 clusters Score -5602408 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -5602404.000000 Penalty: 5125.262207
	Iteration 64Q: 3 clusters Score -5602404 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19336 members 
Mstep: Class 2 contains 11400 members 
Entering Unmasked Estep 
Score: -5602413.000000 Penalty: 5125.262207
	Iteration 65Q: 3 clusters Score -5602413 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19358 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -5602414.500000 Penalty: 5125.262207
	Iteration 66Q: 3 clusters Score -5602414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -5602412.500000 Penalty: 5125.262207
	Iteration 67Q: 3 clusters Score -5602412 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -5602418.000000 Penalty: 5125.262207
	Iteration 68Q: 3 clusters Score -5602418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 11325 members 
Entering Unmasked Estep 
Score: -5602415.000000 Penalty: 5125.262207
	Iteration 69Q: 3 clusters Score -5602415 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19424 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -5602418.500000 Penalty: 5125.262207
	Iteration 70Q: 3 clusters Score -5602418 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -5602411.000000 Penalty: 5125.262207
	Iteration 71Q: 3 clusters Score -5602411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19447 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -5602417.000000 Penalty: 5125.262207
	Iteration 72Q: 3 clusters Score -5602417 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -5602418.500000 Penalty: 5125.262207
	Iteration 73Q: 3 clusters Score -5602418 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19468 members 
Mstep: Class 2 contains 11268 members 
Entering Unmasked Estep 
Score: -5602422.000000 Penalty: 5125.262207
	Iteration 74Q: 3 clusters Score -5602422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19476 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -5602426.000000 Penalty: 5125.262207
	Iteration 75Q: 3 clusters Score -5602426 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 11247 members 
Entering Unmasked Estep 
Score: -5602424.000000 Penalty: 5125.262207
	Iteration 76Q: 3 clusters Score -5602424 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -5602430.000000 Penalty: 5125.262207
	Iteration 77Q: 3 clusters Score -5602430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5602429.500000 Penalty: 5125.262207
	Iteration 78Q: 3 clusters Score -5602430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 11198 members 
Entering Unmasked Estep 
Score: -5602441.500000 Penalty: 5125.262207
	Iteration 79Q: 3 clusters Score -5602442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -5602436.500000 Penalty: 5125.262207
	Iteration 80F: 3 clusters Score -5602436 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -5602448.000000 Penalty: 5125.262207
	Iteration 81Q: 3 clusters Score -5602448 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -5602448.500000 Penalty: 5125.262207
	Iteration 82Q: 3 clusters Score -5602448 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19645 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -5602456.000000 Penalty: 5125.262207
	Iteration 83Q: 3 clusters Score -5602456 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -5602447.500000 Penalty: 5125.262207
	Iteration 84Q: 3 clusters Score -5602448 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19704 members 
Mstep: Class 2 contains 11032 members 
Entering Unmasked Estep 
Score: -5602450.500000 Penalty: 5125.262207
	Iteration 85Q: 3 clusters Score -5602450 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19735 members 
Mstep: Class 2 contains 11001 members 
Entering Unmasked Estep 
Score: -5602450.000000 Penalty: 5125.262207
	Iteration 86Q: 3 clusters Score -5602450 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19761 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -5602455.000000 Penalty: 5125.262207
	Iteration 87Q: 3 clusters Score -5602455 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 10946 members 
Entering Unmasked Estep 
Score: -5602452.500000 Penalty: 5125.262207
	Iteration 88Q: 3 clusters Score -5602452 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19815 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -5602465.500000 Penalty: 5125.262207
	Iteration 89Q: 3 clusters Score -5602466 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19837 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -5602472.500000 Penalty: 5125.262207
	Iteration 90Q: 3 clusters Score -5602472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -5602471.000000 Penalty: 5125.262207
	Iteration 91Q: 3 clusters Score -5602471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 10862 members 
Entering Unmasked Estep 
Score: -5602448.000000 Penalty: 5125.262207
	Iteration 92Q: 3 clusters Score -5602448 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19883 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -5602447.500000 Penalty: 5125.262207
	Iteration 93Q: 3 clusters Score -5602448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -5602440.000000 Penalty: 5125.262207
	Iteration 94Q: 3 clusters Score -5602440 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19890 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -5602440.000000 Penalty: 5125.262207
	Iteration 95Q: 3 clusters Score -5602440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -5602436.500000 Penalty: 5125.262207
	Iteration 96Q: 3 clusters Score -5602436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19893 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -5602440.500000 Penalty: 5125.262207
	Iteration 97Q: 3 clusters Score -5602440 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19894 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -5602438.500000 Penalty: 5125.262207
	Iteration 98Q: 3 clusters Score -5602438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -5602440.500000 Penalty: 5125.262207
	Iteration 99Q: 3 clusters Score -5602440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -5602440.500000 Penalty: 5125.262207
	Iteration 100F: 3 clusters Score -5602440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (38724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38724 members 
Entering Unmasked Estep 
Score: -7638770.500000 Penalty: 2619.925293
	Iteration 0F: 2 clusters Score -7638770 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 19458 members 
Entering Unmasked Estep 
Score: -7616599.500000 Penalty: 5239.850586
	Iteration 0F: 3 clusters Score -7616600 nChanged 17700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -7626211.500000 Penalty: 5239.850586
	Iteration 1F: 3 clusters Score -7626212 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 20524 members 
Entering Unmasked Estep 
Score: -7626842.000000 Penalty: 5239.850586
	Iteration 2Q: 3 clusters Score -7626842 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -7627472.500000 Penalty: 5239.850586
	Iteration 3Q: 3 clusters Score -7627472 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16815 members 
Mstep: Class 2 contains 21909 members 
Entering Unmasked Estep 
Score: -7628214.000000 Penalty: 5239.850586
	Iteration 4Q: 3 clusters Score -7628214 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15873 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -7629101.000000 Penalty: 5239.850586
	Iteration 5Q: 3 clusters Score -7629101 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14783 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -7630138.000000 Penalty: 5239.850586
	Iteration 6Q: 3 clusters Score -7630138 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -7631321.500000 Penalty: 5239.850586
	Iteration 7F: 3 clusters Score -7631322 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12267 members 
Mstep: Class 2 contains 26457 members 
Entering Unmasked Estep 
Score: -7632636.500000 Penalty: 5239.850586
	Iteration 8F: 3 clusters Score -7632636 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 27637 members 
Entering Unmasked Estep 
Score: -7633801.000000 Penalty: 5239.850586
	Iteration 9Q: 3 clusters Score -7633801 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10177 members 
Mstep: Class 2 contains 28547 members 
Entering Unmasked Estep 
Score: -7634620.500000 Penalty: 5239.850586
	Iteration 10Q: 3 clusters Score -7634620 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9532 members 
Mstep: Class 2 contains 29192 members 
Entering Unmasked Estep 
Score: -7635213.000000 Penalty: 5239.850586
	Iteration 11Q: 3 clusters Score -7635213 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -7635630.000000 Penalty: 5239.850586
	Iteration 12Q: 3 clusters Score -7635630 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 30068 members 
Entering Unmasked Estep 
Score: -7635890.000000 Penalty: 5239.850586
	Iteration 13Q: 3 clusters Score -7635890 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 30356 members 
Entering Unmasked Estep 
Score: -7636040.500000 Penalty: 5239.850586
	Iteration 14Q: 3 clusters Score -7636040 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 30612 members 
Entering Unmasked Estep 
Score: -7636133.500000 Penalty: 5239.850586
	Iteration 15Q: 3 clusters Score -7636134 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7946 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -7636199.500000 Penalty: 5239.850586
	Iteration 16Q: 3 clusters Score -7636200 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 30926 members 
Entering Unmasked Estep 
Score: -7636218.500000 Penalty: 5239.850586
	Iteration 17Q: 3 clusters Score -7636218 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7655 members 
Mstep: Class 2 contains 31069 members 
Entering Unmasked Estep 
Score: -7636228.500000 Penalty: 5239.850586
	Iteration 18Q: 3 clusters Score -7636228 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7521 members 
Mstep: Class 2 contains 31203 members 
Entering Unmasked Estep 
Score: -7636256.000000 Penalty: 5239.850586
	Iteration 19Q: 3 clusters Score -7636256 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7386 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -7636221.500000 Penalty: 5239.850586
	Iteration 20F: 3 clusters Score -7636222 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7290 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -7636226.500000 Penalty: 5239.850586
	Iteration 21Q: 3 clusters Score -7636226 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7210 members 
Mstep: Class 2 contains 31514 members 
Entering Unmasked Estep 
Score: -7636272.000000 Penalty: 5239.850586
	Iteration 22Q: 3 clusters Score -7636272 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
Score: -7636279.000000 Penalty: 5239.850586
	Iteration 23Q: 3 clusters Score -7636279 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -7636284.000000 Penalty: 5239.850586
	Iteration 24Q: 3 clusters Score -7636284 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 31748 members 
Entering Unmasked Estep 
Score: -7636304.500000 Penalty: 5239.850586
	Iteration 25Q: 3 clusters Score -7636304 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6911 members 
Mstep: Class 2 contains 31813 members 
Entering Unmasked Estep 
Score: -7636292.500000 Penalty: 5239.850586
	Iteration 26Q: 3 clusters Score -7636292 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6850 members 
Mstep: Class 2 contains 31874 members 
Entering Unmasked Estep 
Score: -7636302.000000 Penalty: 5239.850586
	Iteration 27Q: 3 clusters Score -7636302 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 31941 members 
Entering Unmasked Estep 
Score: -7636318.000000 Penalty: 5239.850586
	Iteration 28Q: 3 clusters Score -7636318 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 32013 members 
Entering Unmasked Estep 
Score: -7636333.000000 Penalty: 5239.850586
	Iteration 29Q: 3 clusters Score -7636333 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6644 members 
Mstep: Class 2 contains 32080 members 
Entering Unmasked Estep 
Score: -7636326.000000 Penalty: 5239.850586
	Iteration 30Q: 3 clusters Score -7636326 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6596 members 
Mstep: Class 2 contains 32128 members 
Entering Unmasked Estep 
Score: -7636328.500000 Penalty: 5239.850586
	Iteration 31Q: 3 clusters Score -7636328 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 32169 members 
Entering Unmasked Estep 
Score: -7636316.000000 Penalty: 5239.850586
	Iteration 32Q: 3 clusters Score -7636316 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -7636323.500000 Penalty: 5239.850586
	Iteration 33Q: 3 clusters Score -7636324 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 32281 members 
Entering Unmasked Estep 
Score: -7636339.500000 Penalty: 5239.850586
	Iteration 34Q: 3 clusters Score -7636340 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6388 members 
Mstep: Class 2 contains 32336 members 
Entering Unmasked Estep 
Score: -7636344.500000 Penalty: 5239.850586
	Iteration 35Q: 3 clusters Score -7636344 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 32378 members 
Entering Unmasked Estep 
Score: -7636360.000000 Penalty: 5239.850586
	Iteration 36Q: 3 clusters Score -7636360 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 32424 members 
Entering Unmasked Estep 
Score: -7636363.000000 Penalty: 5239.850586
	Iteration 37Q: 3 clusters Score -7636363 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 32484 members 
Entering Unmasked Estep 
Score: -7636359.000000 Penalty: 5239.850586
	Iteration 38Q: 3 clusters Score -7636359 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 32547 members 
Entering Unmasked Estep 
Score: -7636382.000000 Penalty: 5239.850586
	Iteration 39Q: 3 clusters Score -7636382 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -7636384.500000 Penalty: 5239.850586
	Iteration 40F: 3 clusters Score -7636384 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6095 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -7636387.500000 Penalty: 5239.850586
	Iteration 41Q: 3 clusters Score -7636388 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 32686 members 
Entering Unmasked Estep 
Score: -7636388.000000 Penalty: 5239.850586
	Iteration 42Q: 3 clusters Score -7636388 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 32719 members 
Entering Unmasked Estep 
Score: -7636379.000000 Penalty: 5239.850586
	Iteration 43Q: 3 clusters Score -7636379 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5969 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -7636377.500000 Penalty: 5239.850586
	Iteration 44Q: 3 clusters Score -7636378 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -7636380.500000 Penalty: 5239.850586
	Iteration 45Q: 3 clusters Score -7636380 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -7636383.000000 Penalty: 5239.850586
	Iteration 46Q: 3 clusters Score -7636383 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 32813 members 
Entering Unmasked Estep 
Score: -7636390.500000 Penalty: 5239.850586
	Iteration 47Q: 3 clusters Score -7636390 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 32831 members 
Entering Unmasked Estep 
Score: -7636414.500000 Penalty: 5239.850586
	Iteration 48Q: 3 clusters Score -7636414 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 32858 members 
Entering Unmasked Estep 
Score: -7636418.000000 Penalty: 5239.850586
	Iteration 49Q: 3 clusters Score -7636418 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -7636427.500000 Penalty: 5239.850586
	Iteration 50Q: 3 clusters Score -7636428 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5833 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -7636434.000000 Penalty: 5239.850586
	Iteration 51Q: 3 clusters Score -7636434 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -7636428.500000 Penalty: 5239.850586
	Iteration 52Q: 3 clusters Score -7636428 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 32936 members 
Entering Unmasked Estep 
Score: -7636425.000000 Penalty: 5239.850586
	Iteration 53Q: 3 clusters Score -7636425 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5775 members 
Mstep: Class 2 contains 32949 members 
Entering Unmasked Estep 
Score: -7636434.000000 Penalty: 5239.850586
	Iteration 54Q: 3 clusters Score -7636434 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5761 members 
Mstep: Class 2 contains 32963 members 
Entering Unmasked Estep 
Score: -7636453.500000 Penalty: 5239.850586
	Iteration 55Q: 3 clusters Score -7636454 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -7636461.500000 Penalty: 5239.850586
	Iteration 56Q: 3 clusters Score -7636462 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 32992 members 
Entering Unmasked Estep 
Score: -7636437.500000 Penalty: 5239.850586
	Iteration 57Q: 3 clusters Score -7636438 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 33012 members 
Entering Unmasked Estep 
Score: -7636442.500000 Penalty: 5239.850586
	Iteration 58Q: 3 clusters Score -7636442 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5697 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -7636456.500000 Penalty: 5239.850586
	Iteration 59Q: 3 clusters Score -7636456 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5678 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -7636449.000000 Penalty: 5239.850586
	Iteration 60F: 3 clusters Score -7636449 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 33064 members 
Entering Unmasked Estep 
Score: -7636438.500000 Penalty: 5239.850586
	Iteration 61Q: 3 clusters Score -7636438 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 33086 members 
Entering Unmasked Estep 
Score: -7636460.500000 Penalty: 5239.850586
	Iteration 62Q: 3 clusters Score -7636460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 33103 members 
Entering Unmasked Estep 
Score: -7636447.500000 Penalty: 5239.850586
	Iteration 63Q: 3 clusters Score -7636448 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 33116 members 
Entering Unmasked Estep 
Score: -7636443.000000 Penalty: 5239.850586
	Iteration 64Q: 3 clusters Score -7636443 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 33137 members 
Entering Unmasked Estep 
Score: -7636441.500000 Penalty: 5239.850586
	Iteration 65Q: 3 clusters Score -7636442 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -7636436.000000 Penalty: 5239.850586
	Iteration 66Q: 3 clusters Score -7636436 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -7636427.500000 Penalty: 5239.850586
	Iteration 67Q: 3 clusters Score -7636428 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5534 members 
Mstep: Class 2 contains 33190 members 
Entering Unmasked Estep 
Score: -7636436.500000 Penalty: 5239.850586
	Iteration 68Q: 3 clusters Score -7636436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -7636435.000000 Penalty: 5239.850586
	Iteration 69Q: 3 clusters Score -7636435 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 33233 members 
Entering Unmasked Estep 
Score: -7636444.500000 Penalty: 5239.850586
	Iteration 70Q: 3 clusters Score -7636444 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 33249 members 
Entering Unmasked Estep 
Score: -7636454.500000 Penalty: 5239.850586
	Iteration 71Q: 3 clusters Score -7636454 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5459 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -7636463.500000 Penalty: 5239.850586
	Iteration 72Q: 3 clusters Score -7636464 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 33286 members 
Entering Unmasked Estep 
Score: -7636458.500000 Penalty: 5239.850586
	Iteration 73Q: 3 clusters Score -7636458 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 33317 members 
Entering Unmasked Estep 
Score: -7636455.500000 Penalty: 5239.850586
	Iteration 74Q: 3 clusters Score -7636456 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5372 members 
Mstep: Class 2 contains 33352 members 
Entering Unmasked Estep 
Score: -7636447.000000 Penalty: 5239.850586
	Iteration 75Q: 3 clusters Score -7636447 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5341 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -7636443.000000 Penalty: 5239.850586
	Iteration 76Q: 3 clusters Score -7636443 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -7636459.000000 Penalty: 5239.850586
	Iteration 77Q: 3 clusters Score -7636459 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5306 members 
Mstep: Class 2 contains 33418 members 
Entering Unmasked Estep 
Score: -7636455.000000 Penalty: 5239.850586
	Iteration 78Q: 3 clusters Score -7636455 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -7636455.000000 Penalty: 5239.850586
	Iteration 79Q: 3 clusters Score -7636455 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -7636446.500000 Penalty: 5239.850586
	Iteration 80F: 3 clusters Score -7636446 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 33468 members 
Entering Unmasked Estep 
Score: -7636447.500000 Penalty: 5239.850586
	Iteration 81Q: 3 clusters Score -7636448 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -7636450.000000 Penalty: 5239.850586
	Iteration 82Q: 3 clusters Score -7636450 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 33520 members 
Entering Unmasked Estep 
Score: -7636450.500000 Penalty: 5239.850586
	Iteration 83Q: 3 clusters Score -7636450 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5185 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -7636441.500000 Penalty: 5239.850586
	Iteration 84Q: 3 clusters Score -7636442 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5169 members 
Mstep: Class 2 contains 33555 members 
Entering Unmasked Estep 
Score: -7636458.000000 Penalty: 5239.850586
	Iteration 85Q: 3 clusters Score -7636458 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -7636463.000000 Penalty: 5239.850586
	Iteration 86Q: 3 clusters Score -7636463 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -7636457.000000 Penalty: 5239.850586
	Iteration 87Q: 3 clusters Score -7636457 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -7636483.000000 Penalty: 5239.850586
	Iteration 88Q: 3 clusters Score -7636483 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 33654 members 
Entering Unmasked Estep 
Score: -7636484.000000 Penalty: 5239.850586
	Iteration 89Q: 3 clusters Score -7636484 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5052 members 
Mstep: Class 2 contains 33672 members 
Entering Unmasked Estep 
Score: -7636471.500000 Penalty: 5239.850586
	Iteration 90Q: 3 clusters Score -7636472 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 33687 members 
Entering Unmasked Estep 
Score: -7636480.000000 Penalty: 5239.850586
	Iteration 91Q: 3 clusters Score -7636480 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5021 members 
Mstep: Class 2 contains 33703 members 
Entering Unmasked Estep 
Score: -7636481.000000 Penalty: 5239.850586
	Iteration 92Q: 3 clusters Score -7636481 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 33721 members 
Entering Unmasked Estep 
Score: -7636478.000000 Penalty: 5239.850586
	Iteration 93Q: 3 clusters Score -7636478 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 33726 members 
Entering Unmasked Estep 
Score: -7636470.000000 Penalty: 5239.850586
	Iteration 94Q: 3 clusters Score -7636470 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -7636478.000000 Penalty: 5239.850586
	Iteration 95Q: 3 clusters Score -7636478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 33735 members 
Entering Unmasked Estep 
Score: -7636477.500000 Penalty: 5239.850586
	Iteration 96Q: 3 clusters Score -7636478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 33740 members 
Entering Unmasked Estep 
Score: -7636471.500000 Penalty: 5239.850586
	Iteration 97Q: 3 clusters Score -7636472 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 33749 members 
Entering Unmasked Estep 
Score: -7636480.000000 Penalty: 5239.850586
	Iteration 98Q: 3 clusters Score -7636480 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4968 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -7636485.500000 Penalty: 5239.850586
	Iteration 99Q: 3 clusters Score -7636486 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4955 members 
Mstep: Class 2 contains 33769 members 
Entering Unmasked Estep 
Score: -7636485.500000 Penalty: 5239.850586
	Iteration 100F: 3 clusters Score -7636486 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4941 members 
Mstep: Class 2 contains 33783 members 
Entering Unmasked Estep 
Score: -7636483.500000 Penalty: 5239.850586
	Iteration 101Q: 3 clusters Score -7636484 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4925 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -7636495.500000 Penalty: 5239.850586
	Iteration 102Q: 3 clusters Score -7636496 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -7636500.500000 Penalty: 5239.850586
	Iteration 103Q: 3 clusters Score -7636500 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 33847 members 
Entering Unmasked Estep 
Score: -7636508.000000 Penalty: 5239.850586
	Iteration 104Q: 3 clusters Score -7636508 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4847 members 
Mstep: Class 2 contains 33877 members 
Entering Unmasked Estep 
Score: -7636512.500000 Penalty: 5239.850586
	Iteration 105Q: 3 clusters Score -7636512 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -7636514.000000 Penalty: 5239.850586
	Iteration 106Q: 3 clusters Score -7636514 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 33921 members 
Entering Unmasked Estep 
Score: -7636509.000000 Penalty: 5239.850586
	Iteration 107Q: 3 clusters Score -7636509 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -7636507.500000 Penalty: 5239.850586
	Iteration 108Q: 3 clusters Score -7636508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -7636500.500000 Penalty: 5239.850586
	Iteration 109Q: 3 clusters Score -7636500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4774 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -7636512.500000 Penalty: 5239.850586
	Iteration 110Q: 3 clusters Score -7636512 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 33953 members 
Entering Unmasked Estep 
Score: -7636507.500000 Penalty: 5239.850586
	Iteration 111Q: 3 clusters Score -7636508 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -7636515.000000 Penalty: 5239.850586
	Iteration 112Q: 3 clusters Score -7636515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4767 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -7636514.000000 Penalty: 5239.850586
	Iteration 113Q: 3 clusters Score -7636514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 33960 members 
Entering Unmasked Estep 
Score: -7636507.000000 Penalty: 5239.850586
	Iteration 114Q: 3 clusters Score -7636507 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -7636518.000000 Penalty: 5239.850586
	Iteration 115Q: 3 clusters Score -7636518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4761 members 
Mstep: Class 2 contains 33963 members 
Entering Unmasked Estep 
Score: -7636518.000000 Penalty: 5239.850586
	Iteration 116F: 3 clusters Score -7636518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (60212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60212 members 
Entering Unmasked Estep 
Score: -11359521.000000 Penalty: 2729.395508
	Iteration 0F: 2 clusters Score -1.135952e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 29998 members 
Entering Unmasked Estep 
Score: -11323211.000000 Penalty: 5458.791016
	Iteration 0F: 3 clusters Score -1.132321e+07 nChanged 28140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31184 members 
Mstep: Class 2 contains 29028 members 
Entering Unmasked Estep 
Score: -11338768.000000 Penalty: 5458.791016
	Iteration 1F: 3 clusters Score -1.133877e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31934 members 
Mstep: Class 2 contains 28278 members 
Entering Unmasked Estep 
Score: -11339275.000000 Penalty: 5458.791016
	Iteration 2Q: 3 clusters Score -1.133928e+07 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33087 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -11339956.000000 Penalty: 5458.791016
	Iteration 3Q: 3 clusters Score -1.133996e+07 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 25507 members 
Entering Unmasked Estep 
Score: -11340719.000000 Penalty: 5458.791016
	Iteration 4Q: 3 clusters Score -1.134072e+07 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37081 members 
Mstep: Class 2 contains 23131 members 
Entering Unmasked Estep 
Score: -11341938.000000 Penalty: 5458.791016
	Iteration 5Q: 3 clusters Score -1.134194e+07 nChanged 3396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40307 members 
Mstep: Class 2 contains 19905 members 
Entering Unmasked Estep 
Score: -11343800.000000 Penalty: 5458.791016
	Iteration 6F: 3 clusters Score -1.13438e+07 nChanged 4169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -11346353.000000 Penalty: 5458.791016
	Iteration 7F: 3 clusters Score -1.134635e+07 nChanged 4698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49072 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -11349755.000000 Penalty: 5458.791016
	Iteration 8F: 3 clusters Score -1.134976e+07 nChanged 4513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53567 members 
Mstep: Class 2 contains 6645 members 
Entering Unmasked Estep 
Score: -11353166.000000 Penalty: 5458.791016
	Iteration 9F: 3 clusters Score -1.135317e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56819 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -11355225.000000 Penalty: 5458.791016
	Iteration 10F: 3 clusters Score -1.135522e+07 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -11356176.000000 Penalty: 5458.791016
	Iteration 11Q: 3 clusters Score -1.135618e+07 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59355 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -11356678.000000 Penalty: 5458.791016
	Iteration 12Q: 3 clusters Score -1.135668e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59656 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -11356908.000000 Penalty: 5458.791016
	Iteration 13Q: 3 clusters Score -1.135691e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59781 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -11357039.000000 Penalty: 5458.791016
	Iteration 14Q: 3 clusters Score -1.135704e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11357104.000000 Penalty: 5458.791016
	Iteration 15Q: 3 clusters Score -1.13571e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11357137.000000 Penalty: 5458.791016
	Iteration 16Q: 3 clusters Score -1.135714e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59877 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -11357157.000000 Penalty: 5458.791016
	Iteration 17Q: 3 clusters Score -1.135716e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11357177.000000 Penalty: 5458.791016
	Iteration 18Q: 3 clusters Score -1.135718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -11357211.000000 Penalty: 5458.791016
	Iteration 19Q: 3 clusters Score -1.135721e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59897 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -11357210.000000 Penalty: 5458.791016
	Iteration 20F: 3 clusters Score -1.135721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -11357229.000000 Penalty: 5458.791016
	Iteration 21Q: 3 clusters Score -1.135723e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59898 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -11357222.000000 Penalty: 5458.791016
	Iteration 22Q: 3 clusters Score -1.135722e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -11357227.000000 Penalty: 5458.791016
	Iteration 23Q: 3 clusters Score -1.135723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59899 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -11357227.000000 Penalty: 5458.791016
	Iteration 24F: 3 clusters Score -1.135723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (56649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56649 members 
Entering Unmasked Estep 
Score: -10410390.000000 Penalty: 2714.268066
	Iteration 0F: 2 clusters Score -1.041039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28277 members 
Mstep: Class 2 contains 28372 members 
Entering Unmasked Estep 
Score: -10374698.000000 Penalty: 5428.536133
	Iteration 0F: 3 clusters Score -1.03747e+07 nChanged 26325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -10389645.000000 Penalty: 5428.536133
	Iteration 1F: 3 clusters Score -1.038964e+07 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28930 members 
Mstep: Class 2 contains 27719 members 
Entering Unmasked Estep 
Score: -10390604.000000 Penalty: 5428.536133
	Iteration 2Q: 3 clusters Score -1.03906e+07 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29467 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -10391836.000000 Penalty: 5428.536133
	Iteration 3Q: 3 clusters Score -1.039184e+07 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30172 members 
Mstep: Class 2 contains 26477 members 
Entering Unmasked Estep 
Score: -10393101.000000 Penalty: 5428.536133
	Iteration 4F: 3 clusters Score -1.03931e+07 nChanged 3055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 25586 members 
Entering Unmasked Estep 
Score: -10394742.000000 Penalty: 5428.536133
	Iteration 5F: 3 clusters Score -1.039474e+07 nChanged 3249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -10396700.000000 Penalty: 5428.536133
	Iteration 6F: 3 clusters Score -1.03967e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -10398704.000000 Penalty: 5428.536133
	Iteration 7F: 3 clusters Score -1.03987e+07 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34170 members 
Mstep: Class 2 contains 22479 members 
Entering Unmasked Estep 
Score: -10400666.000000 Penalty: 5428.536133
	Iteration 8F: 3 clusters Score -1.040067e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35102 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -10402175.000000 Penalty: 5428.536133
	Iteration 9Q: 3 clusters Score -1.040218e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35953 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -10403094.000000 Penalty: 5428.536133
	Iteration 10Q: 3 clusters Score -1.040309e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -10403548.000000 Penalty: 5428.536133
	Iteration 11Q: 3 clusters Score -1.040355e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 19108 members 
Entering Unmasked Estep 
Score: -10403951.000000 Penalty: 5428.536133
	Iteration 12Q: 3 clusters Score -1.040395e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38415 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -10404333.000000 Penalty: 5428.536133
	Iteration 13Q: 3 clusters Score -1.040433e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39276 members 
Mstep: Class 2 contains 17373 members 
Entering Unmasked Estep 
Score: -10404702.000000 Penalty: 5428.536133
	Iteration 14Q: 3 clusters Score -1.04047e+07 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -10405113.000000 Penalty: 5428.536133
	Iteration 15Q: 3 clusters Score -1.040511e+07 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -10405488.000000 Penalty: 5428.536133
	Iteration 16Q: 3 clusters Score -1.040549e+07 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -10405756.000000 Penalty: 5428.536133
	Iteration 17Q: 3 clusters Score -1.040576e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42727 members 
Mstep: Class 2 contains 13922 members 
Entering Unmasked Estep 
Score: -10405946.000000 Penalty: 5428.536133
	Iteration 18Q: 3 clusters Score -1.040595e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43541 members 
Mstep: Class 2 contains 13108 members 
Entering Unmasked Estep 
Score: -10406189.000000 Penalty: 5428.536133
	Iteration 19Q: 3 clusters Score -1.040619e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44291 members 
Mstep: Class 2 contains 12358 members 
Entering Unmasked Estep 
Score: -10406346.000000 Penalty: 5428.536133
	Iteration 20F: 3 clusters Score -1.040635e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45083 members 
Mstep: Class 2 contains 11566 members 
Entering Unmasked Estep 
Score: -10406488.000000 Penalty: 5428.536133
	Iteration 21Q: 3 clusters Score -1.040649e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45856 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -10406614.000000 Penalty: 5428.536133
	Iteration 22Q: 3 clusters Score -1.040661e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46676 members 
Mstep: Class 2 contains 9973 members 
Entering Unmasked Estep 
Score: -10406744.000000 Penalty: 5428.536133
	Iteration 23Q: 3 clusters Score -1.040674e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47463 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -10406881.000000 Penalty: 5428.536133
	Iteration 24Q: 3 clusters Score -1.040688e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 8385 members 
Entering Unmasked Estep 
Score: -10407011.000000 Penalty: 5428.536133
	Iteration 25Q: 3 clusters Score -1.040701e+07 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49016 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -10407096.000000 Penalty: 5428.536133
	Iteration 26Q: 3 clusters Score -1.04071e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49737 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -10407214.000000 Penalty: 5428.536133
	Iteration 27Q: 3 clusters Score -1.040721e+07 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -10407280.000000 Penalty: 5428.536133
	Iteration 28Q: 3 clusters Score -1.040728e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51064 members 
Mstep: Class 2 contains 5585 members 
Entering Unmasked Estep 
Score: -10407423.000000 Penalty: 5428.536133
	Iteration 29Q: 3 clusters Score -1.040742e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51602 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -10407523.000000 Penalty: 5428.536133
	Iteration 30Q: 3 clusters Score -1.040752e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -10407599.000000 Penalty: 5428.536133
	Iteration 31Q: 3 clusters Score -1.04076e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52463 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -10407636.000000 Penalty: 5428.536133
	Iteration 32Q: 3 clusters Score -1.040764e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52830 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -10407675.000000 Penalty: 5428.536133
	Iteration 33Q: 3 clusters Score -1.040768e+07 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53177 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -10407728.000000 Penalty: 5428.536133
	Iteration 34Q: 3 clusters Score -1.040773e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53484 members 
Mstep: Class 2 contains 3165 members 
Entering Unmasked Estep 
Score: -10407748.000000 Penalty: 5428.536133
	Iteration 35Q: 3 clusters Score -1.040775e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53762 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -10407818.000000 Penalty: 5428.536133
	Iteration 36Q: 3 clusters Score -1.040782e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -10407919.000000 Penalty: 5428.536133
	Iteration 37Q: 3 clusters Score -1.040792e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54242 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -10407932.000000 Penalty: 5428.536133
	Iteration 38Q: 3 clusters Score -1.040793e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54437 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -10407991.000000 Penalty: 5428.536133
	Iteration 39Q: 3 clusters Score -1.040799e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54618 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -10408009.000000 Penalty: 5428.536133
	Iteration 40F: 3 clusters Score -1.040801e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54783 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -10408066.000000 Penalty: 5428.536133
	Iteration 41Q: 3 clusters Score -1.040807e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54939 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -10408140.000000 Penalty: 5428.536133
	Iteration 42Q: 3 clusters Score -1.040814e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55058 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -10408174.000000 Penalty: 5428.536133
	Iteration 43Q: 3 clusters Score -1.040817e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55176 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -10408207.000000 Penalty: 5428.536133
	Iteration 44Q: 3 clusters Score -1.040821e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55280 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -10408226.000000 Penalty: 5428.536133
	Iteration 45Q: 3 clusters Score -1.040823e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55353 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -10408237.000000 Penalty: 5428.536133
	Iteration 46Q: 3 clusters Score -1.040824e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55405 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -10408255.000000 Penalty: 5428.536133
	Iteration 47Q: 3 clusters Score -1.040826e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55442 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -10408260.000000 Penalty: 5428.536133
	Iteration 48Q: 3 clusters Score -1.040826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55469 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -10408256.000000 Penalty: 5428.536133
	Iteration 49Q: 3 clusters Score -1.040826e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55505 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -10408261.000000 Penalty: 5428.536133
	Iteration 50Q: 3 clusters Score -1.040826e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55535 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -10408263.000000 Penalty: 5428.536133
	Iteration 51Q: 3 clusters Score -1.040826e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55560 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -10408266.000000 Penalty: 5428.536133
	Iteration 52Q: 3 clusters Score -1.040827e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55587 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10408274.000000 Penalty: 5428.536133
	Iteration 53Q: 3 clusters Score -1.040827e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55608 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -10408263.000000 Penalty: 5428.536133
	Iteration 54Q: 3 clusters Score -1.040826e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55629 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -10408273.000000 Penalty: 5428.536133
	Iteration 55Q: 3 clusters Score -1.040827e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55650 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -10408277.000000 Penalty: 5428.536133
	Iteration 56Q: 3 clusters Score -1.040828e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55665 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -10408270.000000 Penalty: 5428.536133
	Iteration 57Q: 3 clusters Score -1.040827e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55676 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -10408278.000000 Penalty: 5428.536133
	Iteration 58Q: 3 clusters Score -1.040828e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55689 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -10408277.000000 Penalty: 5428.536133
	Iteration 59Q: 3 clusters Score -1.040828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55701 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -10408277.000000 Penalty: 5428.536133
	Iteration 60F: 3 clusters Score -1.040828e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55713 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -10408276.000000 Penalty: 5428.536133
	Iteration 61Q: 3 clusters Score -1.040828e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55732 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -10408288.000000 Penalty: 5428.536133
	Iteration 62Q: 3 clusters Score -1.040829e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -10408291.000000 Penalty: 5428.536133
	Iteration 63Q: 3 clusters Score -1.040829e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55777 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -10408302.000000 Penalty: 5428.536133
	Iteration 64Q: 3 clusters Score -1.04083e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -10408305.000000 Penalty: 5428.536133
	Iteration 65Q: 3 clusters Score -1.04083e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55816 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -10408294.000000 Penalty: 5428.536133
	Iteration 66Q: 3 clusters Score -1.040829e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -10408306.000000 Penalty: 5428.536133
	Iteration 67Q: 3 clusters Score -1.040831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55849 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -10408307.000000 Penalty: 5428.536133
	Iteration 68Q: 3 clusters Score -1.040831e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55863 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10408307.000000 Penalty: 5428.536133
	Iteration 69Q: 3 clusters Score -1.040831e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55868 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -10408310.000000 Penalty: 5428.536133
	Iteration 70Q: 3 clusters Score -1.040831e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55875 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -10408311.000000 Penalty: 5428.536133
	Iteration 71Q: 3 clusters Score -1.040831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55879 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10408311.000000 Penalty: 5428.536133
	Iteration 72Q: 3 clusters Score -1.040831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10408312.000000 Penalty: 5428.536133
	Iteration 73Q: 3 clusters Score -1.040831e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55884 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -10408303.000000 Penalty: 5428.536133
	Iteration 74Q: 3 clusters Score -1.04083e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10408305.000000 Penalty: 5428.536133
	Iteration 75Q: 3 clusters Score -1.04083e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55897 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10408304.000000 Penalty: 5428.536133
	Iteration 76Q: 3 clusters Score -1.04083e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55904 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -10408300.000000 Penalty: 5428.536133
	Iteration 77Q: 3 clusters Score -1.04083e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55909 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10408314.000000 Penalty: 5428.536133
	Iteration 78Q: 3 clusters Score -1.040831e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -10408313.000000 Penalty: 5428.536133
	Iteration 79Q: 3 clusters Score -1.040831e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10408309.000000 Penalty: 5428.536133
	Iteration 80F: 3 clusters Score -1.040831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10408310.000000 Penalty: 5428.536133
	Iteration 81Q: 3 clusters Score -1.040831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -10408307.000000 Penalty: 5428.536133
	Iteration 82Q: 3 clusters Score -1.040831e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -10408309.000000 Penalty: 5428.536133
	Iteration 83Q: 3 clusters Score -1.040831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55926 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -10408311.000000 Penalty: 5428.536133
	Iteration 84Q: 3 clusters Score -1.040831e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -10408318.000000 Penalty: 5428.536133
	Iteration 85Q: 3 clusters Score -1.040832e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10408318.000000 Penalty: 5428.536133
	Iteration 86Q: 3 clusters Score -1.040832e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55929 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -10408318.000000 Penalty: 5428.536133
	Iteration 87F: 3 clusters Score -1.040832e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (69450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69450 members 
Entering Unmasked Estep 
Score: -12530387.000000 Penalty: 2764.793701
	Iteration 0F: 2 clusters Score -1.253039e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34811 members 
Mstep: Class 2 contains 34639 members 
Entering Unmasked Estep 
Score: -12488004.000000 Penalty: 5529.587402
	Iteration 0F: 3 clusters Score -1.2488e+07 nChanged 32493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35462 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -12506581.000000 Penalty: 5529.587402
	Iteration 1F: 3 clusters Score -1.250658e+07 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35752 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -12507353.000000 Penalty: 5529.587402
	Iteration 2Q: 3 clusters Score -1.250735e+07 nChanged 2611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36203 members 
Mstep: Class 2 contains 33247 members 
Entering Unmasked Estep 
Score: -12508107.000000 Penalty: 5529.587402
	Iteration 3Q: 3 clusters Score -1.250811e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 32554 members 
Entering Unmasked Estep 
Score: -12508895.000000 Penalty: 5529.587402
	Iteration 4Q: 3 clusters Score -1.25089e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38010 members 
Mstep: Class 2 contains 31440 members 
Entering Unmasked Estep 
Score: -12509697.000000 Penalty: 5529.587402
	Iteration 5Q: 3 clusters Score -1.25097e+07 nChanged 2739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39669 members 
Mstep: Class 2 contains 29781 members 
Entering Unmasked Estep 
Score: -12510878.000000 Penalty: 5529.587402
	Iteration 6Q: 3 clusters Score -1.251088e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41980 members 
Mstep: Class 2 contains 27470 members 
Entering Unmasked Estep 
Score: -12512355.000000 Penalty: 5529.587402
	Iteration 7Q: 3 clusters Score -1.251236e+07 nChanged 3618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45032 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -12514270.000000 Penalty: 5529.587402
	Iteration 8F: 3 clusters Score -1.251427e+07 nChanged 4018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48696 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -12516802.000000 Penalty: 5529.587402
	Iteration 9F: 3 clusters Score -1.25168e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 16779 members 
Entering Unmasked Estep 
Score: -12519656.000000 Penalty: 5529.587402
	Iteration 10F: 3 clusters Score -1.251966e+07 nChanged 3955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56518 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -12522314.000000 Penalty: 5529.587402
	Iteration 11F: 3 clusters Score -1.252231e+07 nChanged 3528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -12524552.000000 Penalty: 5529.587402
	Iteration 12F: 3 clusters Score -1.252455e+07 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62887 members 
Mstep: Class 2 contains 6563 members 
Entering Unmasked Estep 
Score: -12526127.000000 Penalty: 5529.587402
	Iteration 13Q: 3 clusters Score -1.252613e+07 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65042 members 
Mstep: Class 2 contains 4408 members 
Entering Unmasked Estep 
Score: -12527103.000000 Penalty: 5529.587402
	Iteration 14Q: 3 clusters Score -1.25271e+07 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66388 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -12527681.000000 Penalty: 5529.587402
	Iteration 15Q: 3 clusters Score -1.252768e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67235 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -12528056.000000 Penalty: 5529.587402
	Iteration 16Q: 3 clusters Score -1.252806e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67745 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -12528146.000000 Penalty: 5529.587402
	Iteration 17Q: 3 clusters Score -1.252815e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68074 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -12528290.000000 Penalty: 5529.587402
	Iteration 18Q: 3 clusters Score -1.252829e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -12528339.000000 Penalty: 5529.587402
	Iteration 19Q: 3 clusters Score -1.252834e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -12528393.000000 Penalty: 5529.587402
	Iteration 20F: 3 clusters Score -1.252839e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68478 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -12528386.000000 Penalty: 5529.587402
	Iteration 21Q: 3 clusters Score -1.252839e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68526 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12528412.000000 Penalty: 5529.587402
	Iteration 22Q: 3 clusters Score -1.252841e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68571 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -12528434.000000 Penalty: 5529.587402
	Iteration 23Q: 3 clusters Score -1.252843e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68599 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -12528464.000000 Penalty: 5529.587402
	Iteration 24Q: 3 clusters Score -1.252846e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68619 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -12528471.000000 Penalty: 5529.587402
	Iteration 25Q: 3 clusters Score -1.252847e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68636 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -12528478.000000 Penalty: 5529.587402
	Iteration 26Q: 3 clusters Score -1.252848e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68653 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -12528486.000000 Penalty: 5529.587402
	Iteration 27Q: 3 clusters Score -1.252849e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68662 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -12528485.000000 Penalty: 5529.587402
	Iteration 28Q: 3 clusters Score -1.252848e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68674 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -12528493.000000 Penalty: 5529.587402
	Iteration 29Q: 3 clusters Score -1.252849e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12528497.000000 Penalty: 5529.587402
	Iteration 30Q: 3 clusters Score -1.25285e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68690 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -12528519.000000 Penalty: 5529.587402
	Iteration 31Q: 3 clusters Score -1.252852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68696 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -12528523.000000 Penalty: 5529.587402
	Iteration 32Q: 3 clusters Score -1.252852e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68705 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -12528520.000000 Penalty: 5529.587402
	Iteration 33Q: 3 clusters Score -1.252852e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68717 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -12528527.000000 Penalty: 5529.587402
	Iteration 34Q: 3 clusters Score -1.252853e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68719 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -12528531.000000 Penalty: 5529.587402
	Iteration 35Q: 3 clusters Score -1.252853e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12528535.000000 Penalty: 5529.587402
	Iteration 36Q: 3 clusters Score -1.252854e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12528541.000000 Penalty: 5529.587402
	Iteration 37Q: 3 clusters Score -1.252854e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68723 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -12528541.000000 Penalty: 5529.587402
	Iteration 38F: 3 clusters Score -1.252854e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (23900 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23900 members 
Entering Unmasked Estep 
Score: -4477613.500000 Penalty: 2500.245117
	Iteration 0F: 2 clusters Score -4477614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11977 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -4461092.000000 Penalty: 5000.490234
	Iteration 0F: 3 clusters Score -4461092 nChanged 10630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12069 members 
Mstep: Class 2 contains 11831 members 
Entering Unmasked Estep 
Score: -4466715.000000 Penalty: 5000.490234
	Iteration 1F: 3 clusters Score -4466715 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 11776 members 
Entering Unmasked Estep 
Score: -4467186.500000 Penalty: 5000.490234
	Iteration 2F: 3 clusters Score -4467186 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 11687 members 
Entering Unmasked Estep 
Score: -4467554.000000 Penalty: 5000.490234
	Iteration 3Q: 3 clusters Score -4467554 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12366 members 
Mstep: Class 2 contains 11534 members 
Entering Unmasked Estep 
Score: -4467891.500000 Penalty: 5000.490234
	Iteration 4Q: 3 clusters Score -4467892 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12585 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -4468230.500000 Penalty: 5000.490234
	Iteration 5Q: 3 clusters Score -4468230 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -4468576.500000 Penalty: 5000.490234
	Iteration 6Q: 3 clusters Score -4468576 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -4468963.500000 Penalty: 5000.490234
	Iteration 7Q: 3 clusters Score -4468964 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -4469404.500000 Penalty: 5000.490234
	Iteration 8Q: 3 clusters Score -4469404 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -4469898.500000 Penalty: 5000.490234
	Iteration 9Q: 3 clusters Score -4469898 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -4470452.000000 Penalty: 5000.490234
	Iteration 10Q: 3 clusters Score -4470452 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 8398 members 
Entering Unmasked Estep 
Score: -4471036.500000 Penalty: 5000.490234
	Iteration 11Q: 3 clusters Score -4471036 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 7734 members 
Entering Unmasked Estep 
Score: -4471577.000000 Penalty: 5000.490234
	Iteration 12Q: 3 clusters Score -4471577 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 7138 members 
Entering Unmasked Estep 
Score: -4472023.500000 Penalty: 5000.490234
	Iteration 13Q: 3 clusters Score -4472024 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -4472372.500000 Penalty: 5000.490234
	Iteration 14Q: 3 clusters Score -4472372 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 6154 members 
Entering Unmasked Estep 
Score: -4472661.000000 Penalty: 5000.490234
	Iteration 15Q: 3 clusters Score -4472661 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 5711 members 
Entering Unmasked Estep 
Score: -4472940.000000 Penalty: 5000.490234
	Iteration 16Q: 3 clusters Score -4472940 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -4473172.500000 Penalty: 5000.490234
	Iteration 17Q: 3 clusters Score -4473172 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18918 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -4473385.500000 Penalty: 5000.490234
	Iteration 18Q: 3 clusters Score -4473386 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -4473549.500000 Penalty: 5000.490234
	Iteration 19Q: 3 clusters Score -4473550 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -4473727.000000 Penalty: 5000.490234
	Iteration 20F: 3 clusters Score -4473727 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19874 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -4473884.000000 Penalty: 5000.490234
	Iteration 21Q: 3 clusters Score -4473884 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -4474020.500000 Penalty: 5000.490234
	Iteration 22Q: 3 clusters Score -4474020 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20441 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -4474149.500000 Penalty: 5000.490234
	Iteration 23Q: 3 clusters Score -4474150 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -4474256.000000 Penalty: 5000.490234
	Iteration 24Q: 3 clusters Score -4474256 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20951 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -4474351.000000 Penalty: 5000.490234
	Iteration 25Q: 3 clusters Score -4474351 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4474466.000000 Penalty: 5000.490234
	Iteration 26Q: 3 clusters Score -4474466 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21392 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -4474564.500000 Penalty: 5000.490234
	Iteration 27Q: 3 clusters Score -4474564 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21581 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -4474644.500000 Penalty: 5000.490234
	Iteration 28Q: 3 clusters Score -4474644 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21777 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -4474732.500000 Penalty: 5000.490234
	Iteration 29Q: 3 clusters Score -4474732 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21966 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4474816.500000 Penalty: 5000.490234
	Iteration 30Q: 3 clusters Score -4474816 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -4474916.000000 Penalty: 5000.490234
	Iteration 31Q: 3 clusters Score -4474916 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22273 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -4474973.000000 Penalty: 5000.490234
	Iteration 32Q: 3 clusters Score -4474973 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22407 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4475034.500000 Penalty: 5000.490234
	Iteration 33Q: 3 clusters Score -4475034 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22510 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4475089.000000 Penalty: 5000.490234
	Iteration 34Q: 3 clusters Score -4475089 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -4475131.000000 Penalty: 5000.490234
	Iteration 35Q: 3 clusters Score -4475131 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -4475163.500000 Penalty: 5000.490234
	Iteration 36Q: 3 clusters Score -4475164 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22752 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -4475210.000000 Penalty: 5000.490234
	Iteration 37Q: 3 clusters Score -4475210 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -4475247.500000 Penalty: 5000.490234
	Iteration 38Q: 3 clusters Score -4475248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -4475286.500000 Penalty: 5000.490234
	Iteration 39Q: 3 clusters Score -4475286 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22921 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -4475301.500000 Penalty: 5000.490234
	Iteration 40F: 3 clusters Score -4475302 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22968 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -4475339.500000 Penalty: 5000.490234
	Iteration 41Q: 3 clusters Score -4475340 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -4475355.500000 Penalty: 5000.490234
	Iteration 42Q: 3 clusters Score -4475356 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23043 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -4475372.500000 Penalty: 5000.490234
	Iteration 43Q: 3 clusters Score -4475372 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23065 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -4475387.000000 Penalty: 5000.490234
	Iteration 44Q: 3 clusters Score -4475387 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23089 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4475397.000000 Penalty: 5000.490234
	Iteration 45Q: 3 clusters Score -4475397 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23120 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -4475412.500000 Penalty: 5000.490234
	Iteration 46Q: 3 clusters Score -4475412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4475428.000000 Penalty: 5000.490234
	Iteration 47Q: 3 clusters Score -4475428 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23164 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -4475432.500000 Penalty: 5000.490234
	Iteration 48Q: 3 clusters Score -4475432 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4475445.500000 Penalty: 5000.490234
	Iteration 49Q: 3 clusters Score -4475446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23186 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4475455.000000 Penalty: 5000.490234
	Iteration 50Q: 3 clusters Score -4475455 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -4475455.500000 Penalty: 5000.490234
	Iteration 51Q: 3 clusters Score -4475456 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -4475462.000000 Penalty: 5000.490234
	Iteration 52Q: 3 clusters Score -4475462 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -4475461.000000 Penalty: 5000.490234
	Iteration 53Q: 3 clusters Score -4475461 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23211 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -4475468.500000 Penalty: 5000.490234
	Iteration 54Q: 3 clusters Score -4475468 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4475478.000000 Penalty: 5000.490234
	Iteration 55Q: 3 clusters Score -4475478 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -4475478.000000 Penalty: 5000.490234
	Iteration 56Q: 3 clusters Score -4475478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -4475488.000000 Penalty: 5000.490234
	Iteration 57Q: 3 clusters Score -4475488 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -4475496.000000 Penalty: 5000.490234
	Iteration 58Q: 3 clusters Score -4475496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23244 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -4475498.500000 Penalty: 5000.490234
	Iteration 59Q: 3 clusters Score -4475498 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -4475505.000000 Penalty: 5000.490234
	Iteration 60F: 3 clusters Score -4475505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23255 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -4475507.000000 Penalty: 5000.490234
	Iteration 61Q: 3 clusters Score -4475507 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4475509.500000 Penalty: 5000.490234
	Iteration 62Q: 3 clusters Score -4475510 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4475514.000000 Penalty: 5000.490234
	Iteration 63Q: 3 clusters Score -4475514 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -4475520.500000 Penalty: 5000.490234
	Iteration 64Q: 3 clusters Score -4475520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4475519.500000 Penalty: 5000.490234
	Iteration 65Q: 3 clusters Score -4475520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -4475517.000000 Penalty: 5000.490234
	Iteration 66Q: 3 clusters Score -4475517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23274 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4475521.000000 Penalty: 5000.490234
	Iteration 67Q: 3 clusters Score -4475521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4475518.500000 Penalty: 5000.490234
	Iteration 68Q: 3 clusters Score -4475518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -4475518.500000 Penalty: 5000.490234
	Iteration 69F: 3 clusters Score -4475518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (259 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Entering Unmasked Estep 
Score: -38764.511719 Penalty: 1378.093384
	Iteration 0F: 2 clusters Score -38764.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -37614.906250 Penalty: 2756.186768
	Iteration 0F: 3 clusters Score -37614.91 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -37714.078125 Penalty: 2756.186768
	Iteration 1F: 3 clusters Score -37714.08 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -37743.660156 Penalty: 2756.186768
	Iteration 2Q: 3 clusters Score -37743.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37776.929688 Penalty: 2756.186768
	Iteration 3Q: 3 clusters Score -37776.93 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -37794.023438 Penalty: 2756.186768
	Iteration 4Q: 3 clusters Score -37794.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -37797.812500 Penalty: 2756.186768
	Iteration 5Q: 3 clusters Score -37797.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37804.753906 Penalty: 2756.186768
	Iteration 6Q: 3 clusters Score -37804.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -37804.753906 Penalty: 2756.186768
	Iteration 7F: 3 clusters Score -37804.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (21291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21291 members 
Entering Unmasked Estep 
Score: -4070245.250000 Penalty: 2471.577881
	Iteration 0F: 2 clusters Score -4070245 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -4055469.250000 Penalty: 4943.155762
	Iteration 0F: 3 clusters Score -4055469 nChanged 9366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 9767 members 
Entering Unmasked Estep 
Score: -4060562.000000 Penalty: 4943.155762
	Iteration 1F: 3 clusters Score -4060562 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 9320 members 
Entering Unmasked Estep 
Score: -4061067.750000 Penalty: 4943.155762
	Iteration 2F: 3 clusters Score -4061068 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -4061671.000000 Penalty: 4943.155762
	Iteration 3F: 3 clusters Score -4061671 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -4062387.750000 Penalty: 4943.155762
	Iteration 4F: 3 clusters Score -4062388 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14563 members 
Mstep: Class 2 contains 6728 members 
Entering Unmasked Estep 
Score: -4063381.750000 Penalty: 4943.155762
	Iteration 5F: 3 clusters Score -4063382 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 5525 members 
Entering Unmasked Estep 
Score: -4064550.000000 Penalty: 4943.155762
	Iteration 6F: 3 clusters Score -4064550 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -4065821.250000 Penalty: 4943.155762
	Iteration 7F: 3 clusters Score -4065821 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -4067042.000000 Penalty: 4943.155762
	Iteration 8F: 3 clusters Score -4067042 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18141 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -4067882.500000 Penalty: 4943.155762
	Iteration 9Q: 3 clusters Score -4067882 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18283 members 
Mstep: Class 2 contains 3008 members 
Entering Unmasked Estep 
Score: -4068202.750000 Penalty: 4943.155762
	Iteration 10Q: 3 clusters Score -4068203 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 2954 members 
Entering Unmasked Estep 
Score: -4068301.000000 Penalty: 4943.155762
	Iteration 11Q: 3 clusters Score -4068301 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18362 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -4068347.500000 Penalty: 4943.155762
	Iteration 12Q: 3 clusters Score -4068348 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -4068368.250000 Penalty: 4943.155762
	Iteration 13Q: 3 clusters Score -4068368 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -4068380.500000 Penalty: 4943.155762
	Iteration 14Q: 3 clusters Score -4068380 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18391 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -4068397.500000 Penalty: 4943.155762
	Iteration 15Q: 3 clusters Score -4068398 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -4068402.250000 Penalty: 4943.155762
	Iteration 16Q: 3 clusters Score -4068402 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -4068405.500000 Penalty: 4943.155762
	Iteration 17Q: 3 clusters Score -4068406 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18429 members 
Mstep: Class 2 contains 2862 members 
Entering Unmasked Estep 
Score: -4068413.500000 Penalty: 4943.155762
	Iteration 18Q: 3 clusters Score -4068414 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18445 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -4068412.750000 Penalty: 4943.155762
	Iteration 19Q: 3 clusters Score -4068413 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18470 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -4068427.750000 Penalty: 4943.155762
	Iteration 20F: 3 clusters Score -4068428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -4068426.000000 Penalty: 4943.155762
	Iteration 21Q: 3 clusters Score -4068426 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -4068426.750000 Penalty: 4943.155762
	Iteration 22Q: 3 clusters Score -4068427 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 2799 members 
Entering Unmasked Estep 
Score: -4068424.500000 Penalty: 4943.155762
	Iteration 23Q: 3 clusters Score -4068424 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18497 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -4068429.000000 Penalty: 4943.155762
	Iteration 24Q: 3 clusters Score -4068429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -4068437.000000 Penalty: 4943.155762
	Iteration 25Q: 3 clusters Score -4068437 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18505 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -4068435.000000 Penalty: 4943.155762
	Iteration 26Q: 3 clusters Score -4068435 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -4068436.500000 Penalty: 4943.155762
	Iteration 27Q: 3 clusters Score -4068436 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4068439.250000 Penalty: 4943.155762
	Iteration 28Q: 3 clusters Score -4068439 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -4068437.750000 Penalty: 4943.155762
	Iteration 29Q: 3 clusters Score -4068438 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18516 members 
Mstep: Class 2 contains 2775 members 
Entering Unmasked Estep 
Score: -4068439.000000 Penalty: 4943.155762
	Iteration 30Q: 3 clusters Score -4068439 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -4068437.750000 Penalty: 4943.155762
	Iteration 31Q: 3 clusters Score -4068438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4068440.750000 Penalty: 4943.155762
	Iteration 32Q: 3 clusters Score -4068441 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18523 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -4068442.750000 Penalty: 4943.155762
	Iteration 33Q: 3 clusters Score -4068443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -4068442.000000 Penalty: 4943.155762
	Iteration 34Q: 3 clusters Score -4068442 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18524 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -4068441.750000 Penalty: 4943.155762
	Iteration 35Q: 3 clusters Score -4068442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -4068440.500000 Penalty: 4943.155762
	Iteration 36Q: 3 clusters Score -4068440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18528 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -4068438.500000 Penalty: 4943.155762
	Iteration 37Q: 3 clusters Score -4068438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -4068440.250000 Penalty: 4943.155762
	Iteration 38Q: 3 clusters Score -4068440 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4068441.250000 Penalty: 4943.155762
	Iteration 39Q: 3 clusters Score -4068441 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -4068441.250000 Penalty: 4943.155762
	Iteration 40F: 3 clusters Score -4068441 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (48573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48573 members 
Entering Unmasked Estep 
Score: -9136764.000000 Penalty: 2676.124023
	Iteration 0F: 2 clusters Score -9136764 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -9108116.000000 Penalty: 5352.248047
	Iteration 0F: 3 clusters Score -9108116 nChanged 22348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 23045 members 
Entering Unmasked Estep 
Score: -9120448.000000 Penalty: 5352.248047
	Iteration 1F: 3 clusters Score -9120448 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -9121119.000000 Penalty: 5352.248047
	Iteration 2Q: 3 clusters Score -9121119 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27279 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -9121881.000000 Penalty: 5352.248047
	Iteration 3Q: 3 clusters Score -9121881 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28842 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -9122890.000000 Penalty: 5352.248047
	Iteration 4Q: 3 clusters Score -9122890 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31105 members 
Mstep: Class 2 contains 17468 members 
Entering Unmasked Estep 
Score: -9124398.000000 Penalty: 5352.248047
	Iteration 5F: 3 clusters Score -9124398 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33950 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -9126436.000000 Penalty: 5352.248047
	Iteration 6F: 3 clusters Score -9126436 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -9128896.000000 Penalty: 5352.248047
	Iteration 7F: 3 clusters Score -9128896 nChanged 3278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 8222 members 
Entering Unmasked Estep 
Score: -9131282.000000 Penalty: 5352.248047
	Iteration 8F: 3 clusters Score -9131282 nChanged 2559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42804 members 
Mstep: Class 2 contains 5769 members 
Entering Unmasked Estep 
Score: -9132987.000000 Penalty: 5352.248047
	Iteration 9F: 3 clusters Score -9132987 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -9133977.000000 Penalty: 5352.248047
	Iteration 10Q: 3 clusters Score -9133977 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45733 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -9134490.000000 Penalty: 5352.248047
	Iteration 11Q: 3 clusters Score -9134490 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46521 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -9134726.000000 Penalty: 5352.248047
	Iteration 12Q: 3 clusters Score -9134726 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47025 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -9134789.000000 Penalty: 5352.248047
	Iteration 13Q: 3 clusters Score -9134789 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47351 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -9134778.000000 Penalty: 5352.248047
	Iteration 14Q: 3 clusters Score -9134778 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47560 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -9134807.000000 Penalty: 5352.248047
	Iteration 15Q: 3 clusters Score -9134807 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47691 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9134817.000000 Penalty: 5352.248047
	Iteration 16Q: 3 clusters Score -9134817 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47782 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9134806.000000 Penalty: 5352.248047
	Iteration 17Q: 3 clusters Score -9134806 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47849 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -9134809.000000 Penalty: 5352.248047
	Iteration 18Q: 3 clusters Score -9134809 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -9134822.000000 Penalty: 5352.248047
	Iteration 19Q: 3 clusters Score -9134822 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47947 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9134821.000000 Penalty: 5352.248047
	Iteration 20F: 3 clusters Score -9134821 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -9134829.000000 Penalty: 5352.248047
	Iteration 21Q: 3 clusters Score -9134829 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48002 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9134815.000000 Penalty: 5352.248047
	Iteration 22Q: 3 clusters Score -9134815 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48017 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -9134817.000000 Penalty: 5352.248047
	Iteration 23Q: 3 clusters Score -9134817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48024 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -9134816.000000 Penalty: 5352.248047
	Iteration 24Q: 3 clusters Score -9134816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48029 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -9134818.000000 Penalty: 5352.248047
	Iteration 25Q: 3 clusters Score -9134818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9134812.000000 Penalty: 5352.248047
	Iteration 26Q: 3 clusters Score -9134812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48038 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9134822.000000 Penalty: 5352.248047
	Iteration 27Q: 3 clusters Score -9134822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48042 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9134810.000000 Penalty: 5352.248047
	Iteration 28Q: 3 clusters Score -9134810 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48048 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9134813.000000 Penalty: 5352.248047
	Iteration 29Q: 3 clusters Score -9134813 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48054 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9134803.000000 Penalty: 5352.248047
	Iteration 30Q: 3 clusters Score -9134803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -9134808.000000 Penalty: 5352.248047
	Iteration 31Q: 3 clusters Score -9134808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48058 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -9134805.000000 Penalty: 5352.248047
	Iteration 32Q: 3 clusters Score -9134805 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9134807.000000 Penalty: 5352.248047
	Iteration 33Q: 3 clusters Score -9134807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48059 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -9134807.000000 Penalty: 5352.248047
	Iteration 34F: 3 clusters Score -9134807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Entering Unmasked Estep 
Score: -286321.312500 Penalty: 1831.537354
	Iteration 0F: 2 clusters Score -286321.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -284043.500000 Penalty: 3663.074707
	Iteration 0F: 3 clusters Score -284043.5 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -284552.937500 Penalty: 3663.074707
	Iteration 1F: 3 clusters Score -284552.9 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -284770.593750 Penalty: 3663.074707
	Iteration 2F: 3 clusters Score -284770.6 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -285037.500000 Penalty: 3663.074707
	Iteration 3F: 3 clusters Score -285037.5 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -285321.843750 Penalty: 3663.074707
	Iteration 4F: 3 clusters Score -285321.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -285581.750000 Penalty: 3663.074707
	Iteration 5F: 3 clusters Score -285581.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -285762.312500 Penalty: 3663.074707
	Iteration 6Q: 3 clusters Score -285762.3 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -285874.062500 Penalty: 3663.074707
	Iteration 7Q: 3 clusters Score -285874.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -285964.187500 Penalty: 3663.074707
	Iteration 8Q: 3 clusters Score -285964.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -286073.593750 Penalty: 3663.074707
	Iteration 9Q: 3 clusters Score -286073.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -286102.718750 Penalty: 3663.074707
	Iteration 10Q: 3 clusters Score -286102.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1254 members 
Entering Unmasked Estep 
Score: -286123.406250 Penalty: 3663.074707
	Iteration 11Q: 3 clusters Score -286123.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -286139.562500 Penalty: 3663.074707
	Iteration 12Q: 3 clusters Score -286139.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -286152.625000 Penalty: 3663.074707
	Iteration 13Q: 3 clusters Score -286152.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -286156.437500 Penalty: 3663.074707
	Iteration 14Q: 3 clusters Score -286156.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -286158.656250 Penalty: 3663.074707
	Iteration 15Q: 3 clusters Score -286158.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -286160.000000 Penalty: 3663.074707
	Iteration 16Q: 3 clusters Score -286160 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -286161.281250 Penalty: 3663.074707
	Iteration 17Q: 3 clusters Score -286161.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -286161.281250 Penalty: 3663.074707
	Iteration 18F: 3 clusters Score -286161.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 26041 members 
Mstep: Class 3 contains 45629 members 
Mstep: Class 4 contains 3723 members 
Mstep: Class 5 contains 41891 members 
Mstep: Class 6 contains 40425 members 
Mstep: Class 7 contains 111 members 
Mstep: Class 8 contains 45310 members 
Mstep: Class 9 contains 3474 members 
Mstep: Class 10 contains 40364 members 
Mstep: Class 11 contains 50941 members 
Mstep: Class 12 contains 72680 members 
Mstep: Class 13 contains 39194 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 37713 members 
Mstep: Class 16 contains 684 members 
Mstep: Class 17 contains 43987 members 
Mstep: Class 18 contains 43925 members 
Mstep: Class 19 contains 374 members 
Mstep: Class 20 contains 715 members 
Mstep: Class 21 contains 34270 members 
Mstep: Class 22 contains 31223 members 
Mstep: Class 23 contains 24144 members 
Mstep: Class 24 contains 35061 members 
Mstep: Class 25 contains 19123 members 
Mstep: Class 26 contains 753 members 
Mstep: Class 27 contains 41760 members 
Mstep: Class 28 contains 30736 members 
Mstep: Class 29 contains 38724 members 
Mstep: Class 30 contains 60212 members 
Mstep: Class 31 contains 56649 members 
Mstep: Class 32 contains 69450 members 
Mstep: Class 33 contains 23900 members 
Mstep: Class 34 contains 259 members 
Mstep: Class 35 contains 21291 members 
Mstep: Class 36 contains 48573 members 
Mstep: Class 37 contains 1612 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 3143.902100 but Gain 3453.515625
Score: -207916848.000000 Penalty: 148501.234375
Iteration 79Q: 44 clusters Score -2.079168e+08 nChanged 18601
Entering Unmasked Mstep 
Mstep: Class 0 contains 110 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 30596 members 
Mstep: Class 3 contains 45610 members 
Mstep: Class 4 contains 3689 members 
Mstep: Class 5 contains 41882 members 
Mstep: Class 6 contains 40350 members 
Mstep: Class 7 contains 278 members 
Mstep: Class 8 contains 45286 members 
Mstep: Class 9 contains 3543 members 
Mstep: Class 10 contains 38812 members 
Mstep: Class 11 contains 50752 members 
Mstep: Class 12 contains 72439 members 
Mstep: Class 13 contains 39472 members 
Mstep: Class 14 contains 4649 members 
Mstep: Class 15 contains 37464 members 
Mstep: Class 16 contains 692 members 
Mstep: Class 17 contains 44117 members 
Mstep: Class 18 contains 43712 members 
Mstep: Class 19 contains 433 members 
Mstep: Class 20 contains 809 members 
Mstep: Class 21 contains 32702 members 
Mstep: Class 22 contains 31212 members 
Mstep: Class 23 contains 24051 members 
Mstep: Class 24 contains 34988 members 
Mstep: Class 25 contains 18863 members 
Mstep: Class 26 contains 754 members 
Mstep: Class 27 contains 41749 members 
Mstep: Class 28 contains 30440 members 
Mstep: Class 29 contains 38559 members 
Mstep: Class 30 contains 60136 members 
Mstep: Class 31 contains 57313 members 
Mstep: Class 32 contains 69538 members 
Mstep: Class 33 contains 23883 members 
Mstep: Class 34 contains 258 members 
Mstep: Class 35 contains 21486 members 
Mstep: Class 36 contains 48757 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 857 members 
Mstep: Class 39 contains 24789 members 
Mstep: Class 41 contains 871 members 
Mstep: Class 42 contains 307 members 
Mstep: Class 43 contains 1031 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207926640.000000 Penalty: 148501.234375
Iteration 80F: 44 clusters Score -2.079266e+08 nChanged 19304
Entering Unmasked Mstep 
Mstep: Class 0 contains 91 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 33891 members 
Mstep: Class 3 contains 45595 members 
Mstep: Class 4 contains 3647 members 
Mstep: Class 5 contains 41856 members 
Mstep: Class 6 contains 40217 members 
Mstep: Class 7 contains 293 members 
Mstep: Class 8 contains 45310 members 
Mstep: Class 9 contains 3569 members 
Mstep: Class 10 contains 37199 members 
Mstep: Class 11 contains 50581 members 
Mstep: Class 12 contains 72142 members 
Mstep: Class 13 contains 39778 members 
Mstep: Class 14 contains 4556 members 
Mstep: Class 15 contains 36408 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 44173 members 
Mstep: Class 18 contains 42819 members 
Mstep: Class 19 contains 487 members 
Mstep: Class 20 contains 829 members 
Mstep: Class 21 contains 30810 members 
Mstep: Class 22 contains 31224 members 
Mstep: Class 23 contains 23967 members 
Mstep: Class 24 contains 34886 members 
Mstep: Class 25 contains 18602 members 
Mstep: Class 26 contains 754 members 
Mstep: Class 27 contains 41739 members 
Mstep: Class 28 contains 30222 members 
Mstep: Class 29 contains 37428 members 
Mstep: Class 30 contains 60061 members 
Mstep: Class 31 contains 58009 members 
Mstep: Class 32 contains 69603 members 
Mstep: Class 33 contains 23852 members 
Mstep: Class 34 contains 236 members 
Mstep: Class 35 contains 21674 members 
Mstep: Class 36 contains 48495 members 
Mstep: Class 37 contains 1601 members 
Mstep: Class 38 contains 826 members 
Mstep: Class 39 contains 28268 members 
Mstep: Class 41 contains 882 members 
Mstep: Class 42 contains 321 members 
Mstep: Class 43 contains 1085 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207929088.000000 Penalty: 148501.234375
Iteration 81Q: 44 clusters Score -2.079291e+08 nChanged 17388
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 36063 members 
Mstep: Class 3 contains 45525 members 
Mstep: Class 4 contains 3622 members 
Mstep: Class 5 contains 41853 members 
Mstep: Class 6 contains 40084 members 
Mstep: Class 7 contains 285 members 
Mstep: Class 8 contains 45387 members 
Mstep: Class 9 contains 3613 members 
Mstep: Class 10 contains 35479 members 
Mstep: Class 11 contains 50497 members 
Mstep: Class 12 contains 71533 members 
Mstep: Class 13 contains 40124 members 
Mstep: Class 14 contains 4484 members 
Mstep: Class 15 contains 35652 members 
Mstep: Class 16 contains 699 members 
Mstep: Class 17 contains 44247 members 
Mstep: Class 18 contains 42202 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 835 members 
Mstep: Class 21 contains 29540 members 
Mstep: Class 22 contains 31294 members 
Mstep: Class 23 contains 23868 members 
Mstep: Class 24 contains 34776 members 
Mstep: Class 25 contains 18347 members 
Mstep: Class 26 contains 754 members 
Mstep: Class 27 contains 41815 members 
Mstep: Class 28 contains 30072 members 
Mstep: Class 29 contains 36906 members 
Mstep: Class 30 contains 59952 members 
Mstep: Class 31 contains 58597 members 
Mstep: Class 32 contains 69680 members 
Mstep: Class 33 contains 23820 members 
Mstep: Class 34 contains 228 members 
Mstep: Class 35 contains 21832 members 
Mstep: Class 36 contains 48337 members 
Mstep: Class 37 contains 1603 members 
Mstep: Class 38 contains 804 members 
Mstep: Class 39 contains 31292 members 
Mstep: Class 41 contains 889 members 
Mstep: Class 42 contains 326 members 
Mstep: Class 43 contains 1106 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207929408.000000 Penalty: 148501.234375
Iteration 82Q: 44 clusters Score -2.079294e+08 nChanged 16042
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6589 members 
Mstep: Class 2 contains 37326 members 
Mstep: Class 3 contains 45463 members 
Mstep: Class 4 contains 3600 members 
Mstep: Class 5 contains 41837 members 
Mstep: Class 6 contains 39976 members 
Mstep: Class 7 contains 283 members 
Mstep: Class 8 contains 45423 members 
Mstep: Class 9 contains 3646 members 
Mstep: Class 10 contains 33902 members 
Mstep: Class 11 contains 50537 members 
Mstep: Class 12 contains 70831 members 
Mstep: Class 13 contains 40472 members 
Mstep: Class 14 contains 4413 members 
Mstep: Class 15 contains 35174 members 
Mstep: Class 16 contains 701 members 
Mstep: Class 17 contains 44406 members 
Mstep: Class 18 contains 41702 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 842 members 
Mstep: Class 21 contains 28911 members 
Mstep: Class 22 contains 31384 members 
Mstep: Class 23 contains 23775 members 
Mstep: Class 24 contains 34648 members 
Mstep: Class 25 contains 18083 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 41906 members 
Mstep: Class 28 contains 29921 members 
Mstep: Class 29 contains 36644 members 
Mstep: Class 30 contains 59740 members 
Mstep: Class 31 contains 59062 members 
Mstep: Class 32 contains 69789 members 
Mstep: Class 33 contains 23814 members 
Mstep: Class 34 contains 224 members 
Mstep: Class 35 contains 21994 members 
Mstep: Class 36 contains 48376 members 
Mstep: Class 37 contains 1617 members 
Mstep: Class 38 contains 785 members 
Mstep: Class 39 contains 33689 members 
Mstep: Class 41 contains 892 members 
Mstep: Class 42 contains 327 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207928480.000000 Penalty: 148501.234375
Iteration 83Q: 44 clusters Score -2.079285e+08 nChanged 14926
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6623 members 
Mstep: Class 2 contains 37887 members 
Mstep: Class 3 contains 45406 members 
Mstep: Class 4 contains 3581 members 
Mstep: Class 5 contains 41855 members 
Mstep: Class 6 contains 39849 members 
Mstep: Class 7 contains 282 members 
Mstep: Class 8 contains 45478 members 
Mstep: Class 9 contains 3672 members 
Mstep: Class 10 contains 32733 members 
Mstep: Class 11 contains 50575 members 
Mstep: Class 12 contains 70125 members 
Mstep: Class 13 contains 40914 members 
Mstep: Class 14 contains 4366 members 
Mstep: Class 15 contains 34844 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 44550 members 
Mstep: Class 18 contains 41360 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 28699 members 
Mstep: Class 22 contains 31482 members 
Mstep: Class 23 contains 23675 members 
Mstep: Class 24 contains 34541 members 
Mstep: Class 25 contains 17826 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 41983 members 
Mstep: Class 28 contains 29756 members 
Mstep: Class 29 contains 36439 members 
Mstep: Class 30 contains 59514 members 
Mstep: Class 31 contains 59437 members 
Mstep: Class 32 contains 69860 members 
Mstep: Class 33 contains 23803 members 
Mstep: Class 34 contains 218 members 
Mstep: Class 35 contains 22173 members 
Mstep: Class 36 contains 48424 members 
Mstep: Class 37 contains 1626 members 
Mstep: Class 38 contains 775 members 
Mstep: Class 39 contains 35599 members 
Mstep: Class 41 contains 898 members 
Mstep: Class 42 contains 330 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207925712.000000 Penalty: 148501.234375
Iteration 84Q: 44 clusters Score -2.079257e+08 nChanged 13559
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 38203 members 
Mstep: Class 3 contains 45310 members 
Mstep: Class 4 contains 3562 members 
Mstep: Class 5 contains 41873 members 
Mstep: Class 6 contains 39689 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 45496 members 
Mstep: Class 9 contains 3702 members 
Mstep: Class 10 contains 31851 members 
Mstep: Class 11 contains 50615 members 
Mstep: Class 12 contains 69401 members 
Mstep: Class 13 contains 41396 members 
Mstep: Class 14 contains 4302 members 
Mstep: Class 15 contains 34646 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 44682 members 
Mstep: Class 18 contains 41098 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 842 members 
Mstep: Class 21 contains 28723 members 
Mstep: Class 22 contains 31570 members 
Mstep: Class 23 contains 23623 members 
Mstep: Class 24 contains 34425 members 
Mstep: Class 25 contains 17554 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42128 members 
Mstep: Class 28 contains 29561 members 
Mstep: Class 29 contains 36285 members 
Mstep: Class 30 contains 59297 members 
Mstep: Class 31 contains 59749 members 
Mstep: Class 32 contains 70012 members 
Mstep: Class 33 contains 23787 members 
Mstep: Class 34 contains 215 members 
Mstep: Class 35 contains 22379 members 
Mstep: Class 36 contains 48483 members 
Mstep: Class 37 contains 1628 members 
Mstep: Class 38 contains 770 members 
Mstep: Class 39 contains 36969 members 
Mstep: Class 41 contains 900 members 
Mstep: Class 42 contains 336 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207923184.000000 Penalty: 148501.234375
Iteration 85Q: 44 clusters Score -2.079232e+08 nChanged 12481
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 38464 members 
Mstep: Class 3 contains 45287 members 
Mstep: Class 4 contains 3556 members 
Mstep: Class 5 contains 41866 members 
Mstep: Class 6 contains 39594 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 45519 members 
Mstep: Class 9 contains 3730 members 
Mstep: Class 10 contains 31197 members 
Mstep: Class 11 contains 50652 members 
Mstep: Class 12 contains 68732 members 
Mstep: Class 13 contains 41918 members 
Mstep: Class 14 contains 4251 members 
Mstep: Class 15 contains 34409 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 44748 members 
Mstep: Class 18 contains 40977 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 839 members 
Mstep: Class 21 contains 28867 members 
Mstep: Class 22 contains 31628 members 
Mstep: Class 23 contains 23542 members 
Mstep: Class 24 contains 34330 members 
Mstep: Class 25 contains 17276 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42229 members 
Mstep: Class 28 contains 29354 members 
Mstep: Class 29 contains 36099 members 
Mstep: Class 30 contains 59113 members 
Mstep: Class 31 contains 59989 members 
Mstep: Class 32 contains 70147 members 
Mstep: Class 33 contains 23788 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 22592 members 
Mstep: Class 36 contains 48578 members 
Mstep: Class 37 contains 1633 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 37907 members 
Mstep: Class 41 contains 902 members 
Mstep: Class 42 contains 338 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207922784.000000 Penalty: 148501.234375
Iteration 86Q: 44 clusters Score -2.079228e+08 nChanged 11526
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 38776 members 
Mstep: Class 3 contains 45282 members 
Mstep: Class 4 contains 3550 members 
Mstep: Class 5 contains 41918 members 
Mstep: Class 6 contains 39501 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 45546 members 
Mstep: Class 9 contains 3770 members 
Mstep: Class 10 contains 30879 members 
Mstep: Class 11 contains 50717 members 
Mstep: Class 12 contains 68149 members 
Mstep: Class 13 contains 42480 members 
Mstep: Class 14 contains 4194 members 
Mstep: Class 15 contains 34208 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 44866 members 
Mstep: Class 18 contains 40949 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 839 members 
Mstep: Class 21 contains 28980 members 
Mstep: Class 22 contains 31727 members 
Mstep: Class 23 contains 23439 members 
Mstep: Class 24 contains 34194 members 
Mstep: Class 25 contains 16996 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42307 members 
Mstep: Class 28 contains 29169 members 
Mstep: Class 29 contains 35820 members 
Mstep: Class 30 contains 58883 members 
Mstep: Class 31 contains 60056 members 
Mstep: Class 32 contains 70215 members 
Mstep: Class 33 contains 23811 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 22808 members 
Mstep: Class 36 contains 48628 members 
Mstep: Class 37 contains 1635 members 
Mstep: Class 38 contains 764 members 
Mstep: Class 39 contains 38507 members 
Mstep: Class 41 contains 903 members 
Mstep: Class 42 contains 339 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207921888.000000 Penalty: 148501.234375
Iteration 87Q: 44 clusters Score -2.079219e+08 nChanged 10863
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6718 members 
Mstep: Class 2 contains 39088 members 
Mstep: Class 3 contains 45247 members 
Mstep: Class 4 contains 3539 members 
Mstep: Class 5 contains 41975 members 
Mstep: Class 6 contains 39426 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 45539 members 
Mstep: Class 9 contains 3813 members 
Mstep: Class 10 contains 30714 members 
Mstep: Class 11 contains 50781 members 
Mstep: Class 12 contains 67625 members 
Mstep: Class 13 contains 43044 members 
Mstep: Class 14 contains 4143 members 
Mstep: Class 15 contains 34043 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 44975 members 
Mstep: Class 18 contains 40983 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 840 members 
Mstep: Class 21 contains 29108 members 
Mstep: Class 22 contains 31811 members 
Mstep: Class 23 contains 23362 members 
Mstep: Class 24 contains 34027 members 
Mstep: Class 25 contains 16718 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42388 members 
Mstep: Class 28 contains 28968 members 
Mstep: Class 29 contains 35544 members 
Mstep: Class 30 contains 58667 members 
Mstep: Class 31 contains 59997 members 
Mstep: Class 32 contains 70301 members 
Mstep: Class 33 contains 23812 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 23043 members 
Mstep: Class 36 contains 48704 members 
Mstep: Class 37 contains 1644 members 
Mstep: Class 38 contains 763 members 
Mstep: Class 39 contains 38910 members 
Mstep: Class 41 contains 903 members 
Mstep: Class 42 contains 342 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207922240.000000 Penalty: 148501.234375
Iteration 88Q: 44 clusters Score -2.079222e+08 nChanged 10195
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6734 members 
Mstep: Class 2 contains 39395 members 
Mstep: Class 3 contains 45169 members 
Mstep: Class 4 contains 3527 members 
Mstep: Class 5 contains 42028 members 
Mstep: Class 6 contains 39389 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 45575 members 
Mstep: Class 9 contains 3855 members 
Mstep: Class 10 contains 30608 members 
Mstep: Class 11 contains 50757 members 
Mstep: Class 12 contains 67136 members 
Mstep: Class 13 contains 43684 members 
Mstep: Class 14 contains 4113 members 
Mstep: Class 15 contains 33891 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45054 members 
Mstep: Class 18 contains 41090 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 840 members 
Mstep: Class 21 contains 29237 members 
Mstep: Class 22 contains 31925 members 
Mstep: Class 23 contains 23306 members 
Mstep: Class 24 contains 33859 members 
Mstep: Class 25 contains 16471 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42471 members 
Mstep: Class 28 contains 28803 members 
Mstep: Class 29 contains 35268 members 
Mstep: Class 30 contains 58345 members 
Mstep: Class 31 contains 59983 members 
Mstep: Class 32 contains 70358 members 
Mstep: Class 33 contains 23805 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 23252 members 
Mstep: Class 36 contains 48734 members 
Mstep: Class 37 contains 1654 members 
Mstep: Class 38 contains 764 members 
Mstep: Class 39 contains 39182 members 
Mstep: Class 41 contains 903 members 
Mstep: Class 42 contains 342 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207922400.000000 Penalty: 148501.234375
Iteration 89Q: 44 clusters Score -2.079224e+08 nChanged 9605
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 39727 members 
Mstep: Class 3 contains 45099 members 
Mstep: Class 4 contains 3524 members 
Mstep: Class 5 contains 42064 members 
Mstep: Class 6 contains 39332 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 45624 members 
Mstep: Class 9 contains 3882 members 
Mstep: Class 10 contains 30571 members 
Mstep: Class 11 contains 50695 members 
Mstep: Class 12 contains 66773 members 
Mstep: Class 13 contains 44359 members 
Mstep: Class 14 contains 4068 members 
Mstep: Class 15 contains 33781 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45156 members 
Mstep: Class 18 contains 41254 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 841 members 
Mstep: Class 21 contains 29359 members 
Mstep: Class 22 contains 32030 members 
Mstep: Class 23 contains 23255 members 
Mstep: Class 24 contains 33676 members 
Mstep: Class 25 contains 16256 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42525 members 
Mstep: Class 28 contains 28680 members 
Mstep: Class 29 contains 34966 members 
Mstep: Class 30 contains 58008 members 
Mstep: Class 31 contains 59847 members 
Mstep: Class 32 contains 70431 members 
Mstep: Class 33 contains 23784 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 23479 members 
Mstep: Class 36 contains 48723 members 
Mstep: Class 37 contains 1654 members 
Mstep: Class 38 contains 765 members 
Mstep: Class 39 contains 39331 members 
Mstep: Class 41 contains 903 members 
Mstep: Class 42 contains 342 members 
Mstep: Class 43 contains 1110 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207922080.000000 Penalty: 148501.234375
Iteration 90Q: 44 clusters Score -2.079221e+08 nChanged 9294
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6745 members 
Mstep: Class 2 contains 40006 members 
Mstep: Class 3 contains 45042 members 
Mstep: Class 4 contains 3518 members 
Mstep: Class 5 contains 42116 members 
Mstep: Class 6 contains 39281 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 45658 members 
Mstep: Class 9 contains 3919 members 
Mstep: Class 10 contains 30586 members 
Mstep: Class 11 contains 50586 members 
Mstep: Class 12 contains 66524 members 
Mstep: Class 13 contains 45065 members 
Mstep: Class 14 contains 4043 members 
Mstep: Class 15 contains 33697 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45237 members 
Mstep: Class 18 contains 41491 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 842 members 
Mstep: Class 21 contains 29445 members 
Mstep: Class 22 contains 32157 members 
Mstep: Class 23 contains 23197 members 
Mstep: Class 24 contains 33482 members 
Mstep: Class 25 contains 16049 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42565 members 
Mstep: Class 28 contains 28548 members 
Mstep: Class 29 contains 34654 members 
Mstep: Class 30 contains 57633 members 
Mstep: Class 31 contains 59713 members 
Mstep: Class 32 contains 70471 members 
Mstep: Class 33 contains 23778 members 
Mstep: Class 34 contains 212 members 
Mstep: Class 35 contains 23722 members 
Mstep: Class 36 contains 48653 members 
Mstep: Class 37 contains 1656 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 39417 members 
Mstep: Class 41 contains 903 members 
Mstep: Class 42 contains 342 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207921968.000000 Penalty: 148501.234375
Iteration 91Q: 44 clusters Score -2.07922e+08 nChanged 9133
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 40299 members 
Mstep: Class 3 contains 45030 members 
Mstep: Class 4 contains 3514 members 
Mstep: Class 5 contains 42133 members 
Mstep: Class 6 contains 39223 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 45704 members 
Mstep: Class 9 contains 3961 members 
Mstep: Class 10 contains 30631 members 
Mstep: Class 11 contains 50425 members 
Mstep: Class 12 contains 66309 members 
Mstep: Class 13 contains 45759 members 
Mstep: Class 14 contains 4007 members 
Mstep: Class 15 contains 33597 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45252 members 
Mstep: Class 18 contains 41758 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 841 members 
Mstep: Class 21 contains 29532 members 
Mstep: Class 22 contains 32290 members 
Mstep: Class 23 contains 23138 members 
Mstep: Class 24 contains 33313 members 
Mstep: Class 25 contains 15860 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42567 members 
Mstep: Class 28 contains 28415 members 
Mstep: Class 29 contains 34384 members 
Mstep: Class 30 contains 57301 members 
Mstep: Class 31 contains 59557 members 
Mstep: Class 32 contains 70496 members 
Mstep: Class 33 contains 23786 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 23966 members 
Mstep: Class 36 contains 48618 members 
Mstep: Class 37 contains 1653 members 
Mstep: Class 38 contains 767 members 
Mstep: Class 39 contains 39423 members 
Mstep: Class 41 contains 903 members 
Mstep: Class 42 contains 342 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207922240.000000 Penalty: 148501.234375
Iteration 92Q: 44 clusters Score -2.079222e+08 nChanged 8896
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 40562 members 
Mstep: Class 3 contains 45050 members 
Mstep: Class 4 contains 3510 members 
Mstep: Class 5 contains 42121 members 
Mstep: Class 6 contains 39115 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 45750 members 
Mstep: Class 9 contains 3999 members 
Mstep: Class 10 contains 30692 members 
Mstep: Class 11 contains 50223 members 
Mstep: Class 12 contains 66101 members 
Mstep: Class 13 contains 46423 members 
Mstep: Class 14 contains 4028 members 
Mstep: Class 15 contains 33549 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45247 members 
Mstep: Class 18 contains 42032 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 841 members 
Mstep: Class 21 contains 29611 members 
Mstep: Class 22 contains 32412 members 
Mstep: Class 23 contains 23066 members 
Mstep: Class 24 contains 33140 members 
Mstep: Class 25 contains 15670 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42642 members 
Mstep: Class 28 contains 28298 members 
Mstep: Class 29 contains 34118 members 
Mstep: Class 30 contains 56999 members 
Mstep: Class 31 contains 59458 members 
Mstep: Class 32 contains 70500 members 
Mstep: Class 33 contains 23770 members 
Mstep: Class 34 contains 214 members 
Mstep: Class 35 contains 24226 members 
Mstep: Class 36 contains 48531 members 
Mstep: Class 37 contains 1652 members 
Mstep: Class 38 contains 767 members 
Mstep: Class 39 contains 39396 members 
Mstep: Class 41 contains 903 members 
Mstep: Class 42 contains 342 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207922304.000000 Penalty: 148501.234375
Iteration 93Q: 44 clusters Score -2.079223e+08 nChanged 8879
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 40869 members 
Mstep: Class 3 contains 45029 members 
Mstep: Class 4 contains 3512 members 
Mstep: Class 5 contains 42064 members 
Mstep: Class 6 contains 39034 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 45775 members 
Mstep: Class 9 contains 4055 members 
Mstep: Class 10 contains 30781 members 
Mstep: Class 11 contains 50045 members 
Mstep: Class 12 contains 65964 members 
Mstep: Class 13 contains 47070 members 
Mstep: Class 14 contains 4027 members 
Mstep: Class 15 contains 33495 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45272 members 
Mstep: Class 18 contains 42280 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 841 members 
Mstep: Class 21 contains 29673 members 
Mstep: Class 22 contains 32500 members 
Mstep: Class 23 contains 22979 members 
Mstep: Class 24 contains 32993 members 
Mstep: Class 25 contains 15500 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42668 members 
Mstep: Class 28 contains 28164 members 
Mstep: Class 29 contains 33899 members 
Mstep: Class 30 contains 56739 members 
Mstep: Class 31 contains 59324 members 
Mstep: Class 32 contains 70521 members 
Mstep: Class 33 contains 23763 members 
Mstep: Class 34 contains 214 members 
Mstep: Class 35 contains 24510 members 
Mstep: Class 36 contains 48427 members 
Mstep: Class 37 contains 1653 members 
Mstep: Class 38 contains 766 members 
Mstep: Class 39 contains 39294 members 
Mstep: Class 41 contains 904 members 
Mstep: Class 42 contains 342 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207922480.000000 Penalty: 148501.234375
Iteration 94Q: 44 clusters Score -2.079225e+08 nChanged 9043
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 41183 members 
Mstep: Class 3 contains 44996 members 
Mstep: Class 4 contains 3509 members 
Mstep: Class 5 contains 41981 members 
Mstep: Class 6 contains 38939 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 45829 members 
Mstep: Class 9 contains 4116 members 
Mstep: Class 10 contains 30873 members 
Mstep: Class 11 contains 49827 members 
Mstep: Class 12 contains 65896 members 
Mstep: Class 13 contains 47770 members 
Mstep: Class 14 contains 4049 members 
Mstep: Class 15 contains 33468 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45278 members 
Mstep: Class 18 contains 42559 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 842 members 
Mstep: Class 21 contains 29686 members 
Mstep: Class 22 contains 32610 members 
Mstep: Class 23 contains 22889 members 
Mstep: Class 24 contains 32849 members 
Mstep: Class 25 contains 15330 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42682 members 
Mstep: Class 28 contains 28001 members 
Mstep: Class 29 contains 33710 members 
Mstep: Class 30 contains 56479 members 
Mstep: Class 31 contains 59102 members 
Mstep: Class 32 contains 70511 members 
Mstep: Class 33 contains 23716 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 24808 members 
Mstep: Class 36 contains 48369 members 
Mstep: Class 37 contains 1654 members 
Mstep: Class 38 contains 767 members 
Mstep: Class 39 contains 39192 members 
Mstep: Class 41 contains 905 members 
Mstep: Class 42 contains 341 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207922048.000000 Penalty: 148501.234375
Iteration 95Q: 44 clusters Score -2.07922e+08 nChanged 8965
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6810 members 
Mstep: Class 2 contains 41449 members 
Mstep: Class 3 contains 45011 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 41920 members 
Mstep: Class 6 contains 38814 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 45877 members 
Mstep: Class 9 contains 4177 members 
Mstep: Class 10 contains 30976 members 
Mstep: Class 11 contains 49636 members 
Mstep: Class 12 contains 65866 members 
Mstep: Class 13 contains 48497 members 
Mstep: Class 14 contains 4066 members 
Mstep: Class 15 contains 33423 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45255 members 
Mstep: Class 18 contains 42888 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 29720 members 
Mstep: Class 22 contains 32723 members 
Mstep: Class 23 contains 22823 members 
Mstep: Class 24 contains 32696 members 
Mstep: Class 25 contains 15152 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42718 members 
Mstep: Class 28 contains 27847 members 
Mstep: Class 29 contains 33544 members 
Mstep: Class 30 contains 56111 members 
Mstep: Class 31 contains 58832 members 
Mstep: Class 32 contains 70492 members 
Mstep: Class 33 contains 23686 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 25088 members 
Mstep: Class 36 contains 48309 members 
Mstep: Class 37 contains 1656 members 
Mstep: Class 38 contains 767 members 
Mstep: Class 39 contains 39081 members 
Mstep: Class 41 contains 905 members 
Mstep: Class 42 contains 341 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207922192.000000 Penalty: 148501.234375
Iteration 96Q: 44 clusters Score -2.079222e+08 nChanged 8866
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 41702 members 
Mstep: Class 3 contains 44996 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 41877 members 
Mstep: Class 6 contains 38678 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 45905 members 
Mstep: Class 9 contains 4230 members 
Mstep: Class 10 contains 31089 members 
Mstep: Class 11 contains 49460 members 
Mstep: Class 12 contains 65877 members 
Mstep: Class 13 contains 49188 members 
Mstep: Class 14 contains 4093 members 
Mstep: Class 15 contains 33442 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45308 members 
Mstep: Class 18 contains 43198 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 29735 members 
Mstep: Class 22 contains 32846 members 
Mstep: Class 23 contains 22742 members 
Mstep: Class 24 contains 32537 members 
Mstep: Class 25 contains 14966 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42756 members 
Mstep: Class 28 contains 27685 members 
Mstep: Class 29 contains 33355 members 
Mstep: Class 30 contains 55753 members 
Mstep: Class 31 contains 58558 members 
Mstep: Class 32 contains 70496 members 
Mstep: Class 33 contains 23643 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 25358 members 
Mstep: Class 36 contains 48218 members 
Mstep: Class 37 contains 1660 members 
Mstep: Class 38 contains 767 members 
Mstep: Class 39 contains 38959 members 
Mstep: Class 41 contains 905 members 
Mstep: Class 42 contains 341 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207922672.000000 Penalty: 148501.234375
Iteration 97Q: 44 clusters Score -2.079227e+08 nChanged 8766
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 41952 members 
Mstep: Class 3 contains 44930 members 
Mstep: Class 4 contains 3509 members 
Mstep: Class 5 contains 41820 members 
Mstep: Class 6 contains 38581 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 45890 members 
Mstep: Class 9 contains 4296 members 
Mstep: Class 10 contains 31166 members 
Mstep: Class 11 contains 49288 members 
Mstep: Class 12 contains 65976 members 
Mstep: Class 13 contains 49816 members 
Mstep: Class 14 contains 4101 members 
Mstep: Class 15 contains 33429 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45334 members 
Mstep: Class 18 contains 43534 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 29768 members 
Mstep: Class 22 contains 32985 members 
Mstep: Class 23 contains 22653 members 
Mstep: Class 24 contains 32397 members 
Mstep: Class 25 contains 14786 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42809 members 
Mstep: Class 28 contains 27548 members 
Mstep: Class 29 contains 33169 members 
Mstep: Class 30 contains 55430 members 
Mstep: Class 31 contains 58278 members 
Mstep: Class 32 contains 70498 members 
Mstep: Class 33 contains 23615 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 25680 members 
Mstep: Class 36 contains 48086 members 
Mstep: Class 37 contains 1661 members 
Mstep: Class 38 contains 768 members 
Mstep: Class 39 contains 38821 members 
Mstep: Class 41 contains 905 members 
Mstep: Class 42 contains 341 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207923248.000000 Penalty: 148501.234375
Iteration 98Q: 44 clusters Score -2.079232e+08 nChanged 8885
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 42214 members 
Mstep: Class 3 contains 44853 members 
Mstep: Class 4 contains 3504 members 
Mstep: Class 5 contains 41822 members 
Mstep: Class 6 contains 38497 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 45969 members 
Mstep: Class 9 contains 4368 members 
Mstep: Class 10 contains 31180 members 
Mstep: Class 11 contains 49028 members 
Mstep: Class 12 contains 66063 members 
Mstep: Class 13 contains 50475 members 
Mstep: Class 14 contains 4123 members 
Mstep: Class 15 contains 33409 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45362 members 
Mstep: Class 18 contains 43902 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 29822 members 
Mstep: Class 22 contains 33116 members 
Mstep: Class 23 contains 22586 members 
Mstep: Class 24 contains 32247 members 
Mstep: Class 25 contains 14595 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42805 members 
Mstep: Class 28 contains 27420 members 
Mstep: Class 29 contains 32980 members 
Mstep: Class 30 contains 55097 members 
Mstep: Class 31 contains 58069 members 
Mstep: Class 32 contains 70469 members 
Mstep: Class 33 contains 23570 members 
Mstep: Class 34 contains 213 members 
Mstep: Class 35 contains 25975 members 
Mstep: Class 36 contains 47922 members 
Mstep: Class 37 contains 1664 members 
Mstep: Class 38 contains 769 members 
Mstep: Class 39 contains 38684 members 
Mstep: Class 41 contains 905 members 
Mstep: Class 42 contains 341 members 
Mstep: Class 43 contains 1109 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207923488.000000 Penalty: 148501.234375
Iteration 99Q: 44 clusters Score -2.079235e+08 nChanged 8686
Entering Unmasked Mstep 
Mstep: Class 0 contains 90 members 
Mstep: Class 1 contains 6881 members 
Mstep: Class 2 contains 42466 members 
Mstep: Class 3 contains 44841 members 
Mstep: Class 4 contains 3502 members 
Mstep: Class 5 contains 41758 members 
Mstep: Class 6 contains 38434 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 46014 members 
Mstep: Class 9 contains 4446 members 
Mstep: Class 10 contains 31230 members 
Mstep: Class 11 contains 48775 members 
Mstep: Class 12 contains 66169 members 
Mstep: Class 13 contains 51103 members 
Mstep: Class 14 contains 4145 members 
Mstep: Class 15 contains 33419 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45333 members 
Mstep: Class 18 contains 44245 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 29829 members 
Mstep: Class 22 contains 33206 members 
Mstep: Class 23 contains 22547 members 
Mstep: Class 24 contains 32093 members 
Mstep: Class 25 contains 14425 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42812 members 
Mstep: Class 28 contains 27293 members 
Mstep: Class 29 contains 32825 members 
Mstep: Class 30 contains 54787 members 
Mstep: Class 31 contains 57897 members 
Mstep: Class 32 contains 70406 members 
Mstep: Class 33 contains 23526 members 
Mstep: Class 34 contains 214 members 
Mstep: Class 35 contains 26295 members 
Mstep: Class 36 contains 47766 members 
Mstep: Class 37 contains 1665 members 
Mstep: Class 38 contains 769 members 
Mstep: Class 39 contains 38512 members 
Mstep: Class 41 contains 905 members 
Mstep: Class 42 contains 341 members 
Mstep: Class 43 contains 1110 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207924480.000000 Penalty: 148501.234375
Iteration 100F: 44 clusters Score -2.079245e+08 nChanged 8706
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 6909 members 
Mstep: Class 2 contains 42817 members 
Mstep: Class 3 contains 44808 members 
Mstep: Class 4 contains 3498 members 
Mstep: Class 5 contains 41670 members 
Mstep: Class 6 contains 38350 members 
Mstep: Class 7 contains 284 members 
Mstep: Class 8 contains 46082 members 
Mstep: Class 9 contains 4523 members 
Mstep: Class 10 contains 31236 members 
Mstep: Class 11 contains 48556 members 
Mstep: Class 12 contains 66255 members 
Mstep: Class 13 contains 51594 members 
Mstep: Class 14 contains 4164 members 
Mstep: Class 15 contains 33399 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45293 members 
Mstep: Class 18 contains 44599 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 29823 members 
Mstep: Class 22 contains 33273 members 
Mstep: Class 23 contains 22487 members 
Mstep: Class 24 contains 31960 members 
Mstep: Class 25 contains 14254 members 
Mstep: Class 26 contains 755 members 
Mstep: Class 27 contains 42861 members 
Mstep: Class 28 contains 27177 members 
Mstep: Class 29 contains 32681 members 
Mstep: Class 30 contains 54568 members 
Mstep: Class 31 contains 57733 members 
Mstep: Class 32 contains 70380 members 
Mstep: Class 33 contains 23504 members 
Mstep: Class 34 contains 217 members 
Mstep: Class 35 contains 26605 members 
Mstep: Class 36 contains 47580 members 
Mstep: Class 37 contains 1660 members 
Mstep: Class 38 contains 774 members 
Mstep: Class 39 contains 38339 members 
Mstep: Class 41 contains 905 members 
Mstep: Class 42 contains 344 members 
Mstep: Class 43 contains 1110 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207924976.000000 Penalty: 148501.234375
Iteration 101Q: 44 clusters Score -2.07925e+08 nChanged 8898
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 6932 members 
Mstep: Class 2 contains 43079 members 
Mstep: Class 3 contains 44766 members 
Mstep: Class 4 contains 3494 members 
Mstep: Class 5 contains 41601 members 
Mstep: Class 6 contains 38214 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 46077 members 
Mstep: Class 9 contains 4612 members 
Mstep: Class 10 contains 31340 members 
Mstep: Class 11 contains 48339 members 
Mstep: Class 12 contains 66302 members 
Mstep: Class 13 contains 52031 members 
Mstep: Class 14 contains 4186 members 
Mstep: Class 15 contains 33391 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 45256 members 
Mstep: Class 18 contains 44974 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29833 members 
Mstep: Class 22 contains 33375 members 
Mstep: Class 23 contains 22437 members 
Mstep: Class 24 contains 31857 members 
Mstep: Class 25 contains 14076 members 
Mstep: Class 26 contains 756 members 
Mstep: Class 27 contains 42903 members 
Mstep: Class 28 contains 27044 members 
Mstep: Class 29 contains 32533 members 
Mstep: Class 30 contains 54465 members 
Mstep: Class 31 contains 57550 members 
Mstep: Class 32 contains 70328 members 
Mstep: Class 33 contains 23476 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 26964 members 
Mstep: Class 36 contains 47435 members 
Mstep: Class 37 contains 1659 members 
Mstep: Class 38 contains 774 members 
Mstep: Class 39 contains 38108 members 
Mstep: Class 41 contains 905 members 
Mstep: Class 42 contains 344 members 
Mstep: Class 43 contains 1110 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207925504.000000 Penalty: 148501.234375
Iteration 102Q: 44 clusters Score -2.079255e+08 nChanged 8861
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 43312 members 
Mstep: Class 3 contains 44757 members 
Mstep: Class 4 contains 3490 members 
Mstep: Class 5 contains 41536 members 
Mstep: Class 6 contains 38053 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 46075 members 
Mstep: Class 9 contains 4713 members 
Mstep: Class 10 contains 31437 members 
Mstep: Class 11 contains 48143 members 
Mstep: Class 12 contains 66349 members 
Mstep: Class 13 contains 52410 members 
Mstep: Class 14 contains 4222 members 
Mstep: Class 15 contains 33410 members 
Mstep: Class 16 contains 702 members 
Mstep: Class 17 contains 45189 members 
Mstep: Class 18 contains 45394 members 
Mstep: Class 19 contains 494 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29838 members 
Mstep: Class 22 contains 33491 members 
Mstep: Class 23 contains 22374 members 
Mstep: Class 24 contains 31769 members 
Mstep: Class 25 contains 13892 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 42939 members 
Mstep: Class 28 contains 26878 members 
Mstep: Class 29 contains 32356 members 
Mstep: Class 30 contains 54410 members 
Mstep: Class 31 contains 57379 members 
Mstep: Class 32 contains 70223 members 
Mstep: Class 33 contains 23453 members 
Mstep: Class 34 contains 222 members 
Mstep: Class 35 contains 27317 members 
Mstep: Class 36 contains 47324 members 
Mstep: Class 37 contains 1660 members 
Mstep: Class 38 contains 775 members 
Mstep: Class 39 contains 37883 members 
Mstep: Class 41 contains 905 members 
Mstep: Class 42 contains 343 members 
Mstep: Class 43 contains 1110 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207925040.000000 Penalty: 148501.234375
Iteration 103Q: 44 clusters Score -2.07925e+08 nChanged 8710
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 43475 members 
Mstep: Class 3 contains 44760 members 
Mstep: Class 4 contains 3485 members 
Mstep: Class 5 contains 41394 members 
Mstep: Class 6 contains 37860 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 46089 members 
Mstep: Class 9 contains 4799 members 
Mstep: Class 10 contains 31529 members 
Mstep: Class 11 contains 47976 members 
Mstep: Class 12 contains 66458 members 
Mstep: Class 13 contains 52741 members 
Mstep: Class 14 contains 4257 members 
Mstep: Class 15 contains 33425 members 
Mstep: Class 16 contains 703 members 
Mstep: Class 17 contains 45179 members 
Mstep: Class 18 contains 45865 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29846 members 
Mstep: Class 22 contains 33593 members 
Mstep: Class 23 contains 22311 members 
Mstep: Class 24 contains 31725 members 
Mstep: Class 25 contains 13699 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 43023 members 
Mstep: Class 28 contains 26742 members 
Mstep: Class 29 contains 32142 members 
Mstep: Class 30 contains 54385 members 
Mstep: Class 31 contains 57123 members 
Mstep: Class 32 contains 70143 members 
Mstep: Class 33 contains 23417 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 27629 members 
Mstep: Class 36 contains 47242 members 
Mstep: Class 37 contains 1659 members 
Mstep: Class 38 contains 776 members 
Mstep: Class 39 contains 37679 members 
Mstep: Class 41 contains 906 members 
Mstep: Class 42 contains 343 members 
Mstep: Class 43 contains 1110 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207924832.000000 Penalty: 148501.234375
Iteration 104Q: 44 clusters Score -2.079248e+08 nChanged 8692
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 43660 members 
Mstep: Class 3 contains 44780 members 
Mstep: Class 4 contains 3483 members 
Mstep: Class 5 contains 41330 members 
Mstep: Class 6 contains 37643 members 
Mstep: Class 7 contains 281 members 
Mstep: Class 8 contains 46103 members 
Mstep: Class 9 contains 4886 members 
Mstep: Class 10 contains 31598 members 
Mstep: Class 11 contains 47863 members 
Mstep: Class 12 contains 66554 members 
Mstep: Class 13 contains 53035 members 
Mstep: Class 14 contains 4297 members 
Mstep: Class 15 contains 33418 members 
Mstep: Class 16 contains 705 members 
Mstep: Class 17 contains 45177 members 
Mstep: Class 18 contains 46324 members 
Mstep: Class 19 contains 493 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29842 members 
Mstep: Class 22 contains 33620 members 
Mstep: Class 23 contains 22247 members 
Mstep: Class 24 contains 31675 members 
Mstep: Class 25 contains 13517 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 43086 members 
Mstep: Class 28 contains 26583 members 
Mstep: Class 29 contains 31940 members 
Mstep: Class 30 contains 54394 members 
Mstep: Class 31 contains 56872 members 
Mstep: Class 32 contains 70070 members 
Mstep: Class 33 contains 23371 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 27934 members 
Mstep: Class 36 contains 47170 members 
Mstep: Class 37 contains 1658 members 
Mstep: Class 38 contains 783 members 
Mstep: Class 39 contains 37491 members 
Mstep: Class 41 contains 907 members 
Mstep: Class 42 contains 344 members 
Mstep: Class 43 contains 1111 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207925216.000000 Penalty: 148501.234375
Iteration 105Q: 44 clusters Score -2.079252e+08 nChanged 8689
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 43822 members 
Mstep: Class 3 contains 44756 members 
Mstep: Class 4 contains 3482 members 
Mstep: Class 5 contains 41264 members 
Mstep: Class 6 contains 37417 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 46181 members 
Mstep: Class 9 contains 4995 members 
Mstep: Class 10 contains 31659 members 
Mstep: Class 11 contains 47729 members 
Mstep: Class 12 contains 66641 members 
Mstep: Class 13 contains 53292 members 
Mstep: Class 14 contains 4345 members 
Mstep: Class 15 contains 33455 members 
Mstep: Class 16 contains 709 members 
Mstep: Class 17 contains 45177 members 
Mstep: Class 18 contains 46746 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 846 members 
Mstep: Class 21 contains 29803 members 
Mstep: Class 22 contains 33650 members 
Mstep: Class 23 contains 22186 members 
Mstep: Class 24 contains 31619 members 
Mstep: Class 25 contains 13312 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 43168 members 
Mstep: Class 28 contains 26411 members 
Mstep: Class 29 contains 31807 members 
Mstep: Class 30 contains 54463 members 
Mstep: Class 31 contains 56620 members 
Mstep: Class 32 contains 69976 members 
Mstep: Class 33 contains 23347 members 
Mstep: Class 34 contains 217 members 
Mstep: Class 35 contains 28213 members 
Mstep: Class 36 contains 47084 members 
Mstep: Class 37 contains 1657 members 
Mstep: Class 38 contains 791 members 
Mstep: Class 39 contains 37319 members 
Mstep: Class 41 contains 906 members 
Mstep: Class 42 contains 345 members 
Mstep: Class 43 contains 1111 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207927184.000000 Penalty: 148501.234375
Iteration 106Q: 44 clusters Score -2.079272e+08 nChanged 8642
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7033 members 
Mstep: Class 2 contains 43973 members 
Mstep: Class 3 contains 44767 members 
Mstep: Class 4 contains 3481 members 
Mstep: Class 5 contains 41189 members 
Mstep: Class 6 contains 37264 members 
Mstep: Class 7 contains 280 members 
Mstep: Class 8 contains 46198 members 
Mstep: Class 9 contains 5109 members 
Mstep: Class 10 contains 31725 members 
Mstep: Class 11 contains 47588 members 
Mstep: Class 12 contains 66759 members 
Mstep: Class 13 contains 53528 members 
Mstep: Class 14 contains 4363 members 
Mstep: Class 15 contains 33461 members 
Mstep: Class 16 contains 711 members 
Mstep: Class 17 contains 45191 members 
Mstep: Class 18 contains 47150 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 29806 members 
Mstep: Class 22 contains 33676 members 
Mstep: Class 23 contains 22108 members 
Mstep: Class 24 contains 31583 members 
Mstep: Class 25 contains 13108 members 
Mstep: Class 26 contains 757 members 
Mstep: Class 27 contains 43228 members 
Mstep: Class 28 contains 26264 members 
Mstep: Class 29 contains 31672 members 
Mstep: Class 30 contains 54611 members 
Mstep: Class 31 contains 56370 members 
Mstep: Class 32 contains 69812 members 
Mstep: Class 33 contains 23332 members 
Mstep: Class 34 contains 216 members 
Mstep: Class 35 contains 28476 members 
Mstep: Class 36 contains 46975 members 
Mstep: Class 37 contains 1659 members 
Mstep: Class 38 contains 799 members 
Mstep: Class 39 contains 37143 members 
Mstep: Class 41 contains 907 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1111 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207927856.000000 Penalty: 148501.234375
Iteration 107Q: 44 clusters Score -2.079279e+08 nChanged 8449
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 44122 members 
Mstep: Class 3 contains 44760 members 
Mstep: Class 4 contains 3477 members 
Mstep: Class 5 contains 41099 members 
Mstep: Class 6 contains 37140 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46219 members 
Mstep: Class 9 contains 5238 members 
Mstep: Class 10 contains 31764 members 
Mstep: Class 11 contains 47437 members 
Mstep: Class 12 contains 66905 members 
Mstep: Class 13 contains 53724 members 
Mstep: Class 14 contains 4389 members 
Mstep: Class 15 contains 33490 members 
Mstep: Class 16 contains 712 members 
Mstep: Class 17 contains 45177 members 
Mstep: Class 18 contains 47426 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 29787 members 
Mstep: Class 22 contains 33704 members 
Mstep: Class 23 contains 22031 members 
Mstep: Class 24 contains 31575 members 
Mstep: Class 25 contains 12929 members 
Mstep: Class 26 contains 758 members 
Mstep: Class 27 contains 43263 members 
Mstep: Class 28 contains 26102 members 
Mstep: Class 29 contains 31561 members 
Mstep: Class 30 contains 54725 members 
Mstep: Class 31 contains 56207 members 
Mstep: Class 32 contains 69660 members 
Mstep: Class 33 contains 23305 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 28762 members 
Mstep: Class 36 contains 46870 members 
Mstep: Class 37 contains 1659 members 
Mstep: Class 38 contains 805 members 
Mstep: Class 39 contains 37031 members 
Mstep: Class 41 contains 907 members 
Mstep: Class 42 contains 345 members 
Mstep: Class 43 contains 1112 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207928608.000000 Penalty: 148501.234375
Iteration 108Q: 44 clusters Score -2.079286e+08 nChanged 8234
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7080 members 
Mstep: Class 2 contains 44252 members 
Mstep: Class 3 contains 44760 members 
Mstep: Class 4 contains 3475 members 
Mstep: Class 5 contains 41049 members 
Mstep: Class 6 contains 36983 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46169 members 
Mstep: Class 9 contains 5375 members 
Mstep: Class 10 contains 31775 members 
Mstep: Class 11 contains 47283 members 
Mstep: Class 12 contains 67007 members 
Mstep: Class 13 contains 53853 members 
Mstep: Class 14 contains 4407 members 
Mstep: Class 15 contains 33515 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45194 members 
Mstep: Class 18 contains 47672 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 843 members 
Mstep: Class 21 contains 29803 members 
Mstep: Class 22 contains 33703 members 
Mstep: Class 23 contains 21958 members 
Mstep: Class 24 contains 31572 members 
Mstep: Class 25 contains 12752 members 
Mstep: Class 26 contains 758 members 
Mstep: Class 27 contains 43361 members 
Mstep: Class 28 contains 25945 members 
Mstep: Class 29 contains 31492 members 
Mstep: Class 30 contains 54840 members 
Mstep: Class 31 contains 56102 members 
Mstep: Class 32 contains 69542 members 
Mstep: Class 33 contains 23272 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 29053 members 
Mstep: Class 36 contains 46754 members 
Mstep: Class 37 contains 1658 members 
Mstep: Class 38 contains 806 members 
Mstep: Class 39 contains 36930 members 
Mstep: Class 41 contains 908 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1113 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207928816.000000 Penalty: 148501.234375
Iteration 109Q: 44 clusters Score -2.079288e+08 nChanged 7941
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 44280 members 
Mstep: Class 3 contains 44791 members 
Mstep: Class 4 contains 3475 members 
Mstep: Class 5 contains 40965 members 
Mstep: Class 6 contains 36832 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46196 members 
Mstep: Class 9 contains 5519 members 
Mstep: Class 10 contains 31780 members 
Mstep: Class 11 contains 47109 members 
Mstep: Class 12 contains 67102 members 
Mstep: Class 13 contains 53990 members 
Mstep: Class 14 contains 4429 members 
Mstep: Class 15 contains 33512 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45193 members 
Mstep: Class 18 contains 47923 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 29824 members 
Mstep: Class 22 contains 33686 members 
Mstep: Class 23 contains 21889 members 
Mstep: Class 24 contains 31577 members 
Mstep: Class 25 contains 12603 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 43439 members 
Mstep: Class 28 contains 25776 members 
Mstep: Class 29 contains 31418 members 
Mstep: Class 30 contains 54947 members 
Mstep: Class 31 contains 56075 members 
Mstep: Class 32 contains 69415 members 
Mstep: Class 33 contains 23227 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 29340 members 
Mstep: Class 36 contains 46622 members 
Mstep: Class 37 contains 1656 members 
Mstep: Class 38 contains 809 members 
Mstep: Class 39 contains 36890 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207929328.000000 Penalty: 148501.234375
Iteration 110Q: 44 clusters Score -2.079293e+08 nChanged 7716
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7114 members 
Mstep: Class 2 contains 44385 members 
Mstep: Class 3 contains 44843 members 
Mstep: Class 4 contains 3469 members 
Mstep: Class 5 contains 40882 members 
Mstep: Class 6 contains 36612 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46178 members 
Mstep: Class 9 contains 5676 members 
Mstep: Class 10 contains 31780 members 
Mstep: Class 11 contains 46923 members 
Mstep: Class 12 contains 67137 members 
Mstep: Class 13 contains 54050 members 
Mstep: Class 14 contains 4453 members 
Mstep: Class 15 contains 33520 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45205 members 
Mstep: Class 18 contains 48139 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29779 members 
Mstep: Class 22 contains 33689 members 
Mstep: Class 23 contains 21828 members 
Mstep: Class 24 contains 31575 members 
Mstep: Class 25 contains 12477 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 43491 members 
Mstep: Class 28 contains 25617 members 
Mstep: Class 29 contains 31401 members 
Mstep: Class 30 contains 55128 members 
Mstep: Class 31 contains 56048 members 
Mstep: Class 32 contains 69304 members 
Mstep: Class 33 contains 23171 members 
Mstep: Class 34 contains 219 members 
Mstep: Class 35 contains 29621 members 
Mstep: Class 36 contains 46581 members 
Mstep: Class 37 contains 1658 members 
Mstep: Class 38 contains 815 members 
Mstep: Class 39 contains 36840 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1113 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207930256.000000 Penalty: 148501.234375
Iteration 111Q: 44 clusters Score -2.079303e+08 nChanged 7718
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 44450 members 
Mstep: Class 3 contains 44889 members 
Mstep: Class 4 contains 3463 members 
Mstep: Class 5 contains 40784 members 
Mstep: Class 6 contains 36395 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46198 members 
Mstep: Class 9 contains 5812 members 
Mstep: Class 10 contains 31792 members 
Mstep: Class 11 contains 46763 members 
Mstep: Class 12 contains 67124 members 
Mstep: Class 13 contains 54098 members 
Mstep: Class 14 contains 4485 members 
Mstep: Class 15 contains 33502 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45195 members 
Mstep: Class 18 contains 48280 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 845 members 
Mstep: Class 21 contains 29787 members 
Mstep: Class 22 contains 33666 members 
Mstep: Class 23 contains 21775 members 
Mstep: Class 24 contains 31573 members 
Mstep: Class 25 contains 12320 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 43568 members 
Mstep: Class 28 contains 25464 members 
Mstep: Class 29 contains 31390 members 
Mstep: Class 30 contains 55345 members 
Mstep: Class 31 contains 56101 members 
Mstep: Class 32 contains 69195 members 
Mstep: Class 33 contains 23100 members 
Mstep: Class 34 contains 220 members 
Mstep: Class 35 contains 29906 members 
Mstep: Class 36 contains 46576 members 
Mstep: Class 37 contains 1659 members 
Mstep: Class 38 contains 816 members 
Mstep: Class 39 contains 36783 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1113 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207929984.000000 Penalty: 148501.234375
Iteration 112Q: 44 clusters Score -2.0793e+08 nChanged 7598
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 44505 members 
Mstep: Class 3 contains 44923 members 
Mstep: Class 4 contains 3461 members 
Mstep: Class 5 contains 40646 members 
Mstep: Class 6 contains 36143 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46270 members 
Mstep: Class 9 contains 5966 members 
Mstep: Class 10 contains 31810 members 
Mstep: Class 11 contains 46626 members 
Mstep: Class 12 contains 67137 members 
Mstep: Class 13 contains 54141 members 
Mstep: Class 14 contains 4516 members 
Mstep: Class 15 contains 33506 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45219 members 
Mstep: Class 18 contains 48322 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 29817 members 
Mstep: Class 22 contains 33674 members 
Mstep: Class 23 contains 21722 members 
Mstep: Class 24 contains 31557 members 
Mstep: Class 25 contains 12174 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 43614 members 
Mstep: Class 28 contains 25277 members 
Mstep: Class 29 contains 31378 members 
Mstep: Class 30 contains 55590 members 
Mstep: Class 31 contains 56199 members 
Mstep: Class 32 contains 69038 members 
Mstep: Class 33 contains 23039 members 
Mstep: Class 34 contains 221 members 
Mstep: Class 35 contains 30213 members 
Mstep: Class 36 contains 46566 members 
Mstep: Class 37 contains 1659 members 
Mstep: Class 38 contains 815 members 
Mstep: Class 39 contains 36709 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207929808.000000 Penalty: 148501.234375
Iteration 113Q: 44 clusters Score -2.079298e+08 nChanged 7453
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 44565 members 
Mstep: Class 3 contains 44970 members 
Mstep: Class 4 contains 3459 members 
Mstep: Class 5 contains 40512 members 
Mstep: Class 6 contains 35891 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46325 members 
Mstep: Class 9 contains 6100 members 
Mstep: Class 10 contains 31831 members 
Mstep: Class 11 contains 46566 members 
Mstep: Class 12 contains 67159 members 
Mstep: Class 13 contains 54191 members 
Mstep: Class 14 contains 4546 members 
Mstep: Class 15 contains 33525 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45262 members 
Mstep: Class 18 contains 48318 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 29811 members 
Mstep: Class 22 contains 33631 members 
Mstep: Class 23 contains 21680 members 
Mstep: Class 24 contains 31515 members 
Mstep: Class 25 contains 12027 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 43700 members 
Mstep: Class 28 contains 25124 members 
Mstep: Class 29 contains 31332 members 
Mstep: Class 30 contains 55864 members 
Mstep: Class 31 contains 56267 members 
Mstep: Class 32 contains 68860 members 
Mstep: Class 33 contains 22986 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 30536 members 
Mstep: Class 36 contains 46576 members 
Mstep: Class 37 contains 1658 members 
Mstep: Class 38 contains 817 members 
Mstep: Class 39 contains 36629 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 347 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207929968.000000 Penalty: 148501.234375
Iteration 114Q: 44 clusters Score -2.0793e+08 nChanged 7319
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7164 members 
Mstep: Class 2 contains 44598 members 
Mstep: Class 3 contains 45021 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 40363 members 
Mstep: Class 6 contains 35676 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46365 members 
Mstep: Class 9 contains 6224 members 
Mstep: Class 10 contains 31822 members 
Mstep: Class 11 contains 46557 members 
Mstep: Class 12 contains 67120 members 
Mstep: Class 13 contains 54247 members 
Mstep: Class 14 contains 4560 members 
Mstep: Class 15 contains 33542 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45324 members 
Mstep: Class 18 contains 48315 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 29827 members 
Mstep: Class 22 contains 33583 members 
Mstep: Class 23 contains 21653 members 
Mstep: Class 24 contains 31462 members 
Mstep: Class 25 contains 11888 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 43755 members 
Mstep: Class 28 contains 24975 members 
Mstep: Class 29 contains 31312 members 
Mstep: Class 30 contains 56082 members 
Mstep: Class 31 contains 56347 members 
Mstep: Class 32 contains 68680 members 
Mstep: Class 33 contains 22939 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 30871 members 
Mstep: Class 36 contains 46600 members 
Mstep: Class 37 contains 1657 members 
Mstep: Class 38 contains 821 members 
Mstep: Class 39 contains 36578 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207930688.000000 Penalty: 148501.234375
Iteration 115Q: 44 clusters Score -2.079307e+08 nChanged 7347
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7168 members 
Mstep: Class 2 contains 44656 members 
Mstep: Class 3 contains 45029 members 
Mstep: Class 4 contains 3455 members 
Mstep: Class 5 contains 40187 members 
Mstep: Class 6 contains 35437 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46392 members 
Mstep: Class 9 contains 6336 members 
Mstep: Class 10 contains 31800 members 
Mstep: Class 11 contains 46563 members 
Mstep: Class 12 contains 67078 members 
Mstep: Class 13 contains 54301 members 
Mstep: Class 14 contains 4582 members 
Mstep: Class 15 contains 33551 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45393 members 
Mstep: Class 18 contains 48326 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 844 members 
Mstep: Class 21 contains 29837 members 
Mstep: Class 22 contains 33543 members 
Mstep: Class 23 contains 21630 members 
Mstep: Class 24 contains 31395 members 
Mstep: Class 25 contains 11737 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 43833 members 
Mstep: Class 28 contains 24845 members 
Mstep: Class 29 contains 31295 members 
Mstep: Class 30 contains 56306 members 
Mstep: Class 31 contains 56431 members 
Mstep: Class 32 contains 68518 members 
Mstep: Class 33 contains 22886 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 31247 members 
Mstep: Class 36 contains 46629 members 
Mstep: Class 37 contains 1656 members 
Mstep: Class 38 contains 824 members 
Mstep: Class 39 contains 36520 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207931424.000000 Penalty: 148501.234375
Iteration 116Q: 44 clusters Score -2.079314e+08 nChanged 7360
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 44690 members 
Mstep: Class 3 contains 45069 members 
Mstep: Class 4 contains 3454 members 
Mstep: Class 5 contains 40049 members 
Mstep: Class 6 contains 35204 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46349 members 
Mstep: Class 9 contains 6468 members 
Mstep: Class 10 contains 31772 members 
Mstep: Class 11 contains 46549 members 
Mstep: Class 12 contains 67000 members 
Mstep: Class 13 contains 54406 members 
Mstep: Class 14 contains 4579 members 
Mstep: Class 15 contains 33563 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45432 members 
Mstep: Class 18 contains 48281 members 
Mstep: Class 19 contains 495 members 
Mstep: Class 20 contains 846 members 
Mstep: Class 21 contains 29858 members 
Mstep: Class 22 contains 33504 members 
Mstep: Class 23 contains 21620 members 
Mstep: Class 24 contains 31301 members 
Mstep: Class 25 contains 11625 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 43946 members 
Mstep: Class 28 contains 24701 members 
Mstep: Class 29 contains 31264 members 
Mstep: Class 30 contains 56519 members 
Mstep: Class 31 contains 56545 members 
Mstep: Class 32 contains 68362 members 
Mstep: Class 33 contains 22832 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 31596 members 
Mstep: Class 36 contains 46675 members 
Mstep: Class 37 contains 1654 members 
Mstep: Class 38 contains 827 members 
Mstep: Class 39 contains 36510 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207931968.000000 Penalty: 148501.234375
Iteration 117Q: 44 clusters Score -2.07932e+08 nChanged 7278
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 44740 members 
Mstep: Class 3 contains 45089 members 
Mstep: Class 4 contains 3450 members 
Mstep: Class 5 contains 39870 members 
Mstep: Class 6 contains 35003 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46365 members 
Mstep: Class 9 contains 6592 members 
Mstep: Class 10 contains 31729 members 
Mstep: Class 11 contains 46508 members 
Mstep: Class 12 contains 66924 members 
Mstep: Class 13 contains 54528 members 
Mstep: Class 14 contains 4581 members 
Mstep: Class 15 contains 33529 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45419 members 
Mstep: Class 18 contains 48219 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 29877 members 
Mstep: Class 22 contains 33439 members 
Mstep: Class 23 contains 21599 members 
Mstep: Class 24 contains 31242 members 
Mstep: Class 25 contains 11508 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 44068 members 
Mstep: Class 28 contains 24584 members 
Mstep: Class 29 contains 31247 members 
Mstep: Class 30 contains 56686 members 
Mstep: Class 31 contains 56698 members 
Mstep: Class 32 contains 68233 members 
Mstep: Class 33 contains 22787 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 31956 members 
Mstep: Class 36 contains 46717 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 832 members 
Mstep: Class 39 contains 36534 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207932048.000000 Penalty: 148501.234375
Iteration 118Q: 44 clusters Score -2.07932e+08 nChanged 7067
Entering ConstructFrom: 
Score: -207932048.000000 Penalty: 148501.234375
Entering ConstructFrom: 
Trying to split cluster 1 (7176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Entering Unmasked Estep 
Score: -1307546.000000 Penalty: 2201.867188
	Iteration 0F: 2 clusters Score -1307546 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 3609 members 
Entering Unmasked Estep 
Score: -1301624.000000 Penalty: 4403.734375
	Iteration 0F: 3 clusters Score -1301624 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1303236.125000 Penalty: 4403.734375
	Iteration 1F: 3 clusters Score -1303236 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1303544.500000 Penalty: 4403.734375
	Iteration 2F: 3 clusters Score -1303544 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -1303960.375000 Penalty: 4403.734375
	Iteration 3F: 3 clusters Score -1303960 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 3860 members 
Entering Unmasked Estep 
Score: -1304524.000000 Penalty: 4403.734375
	Iteration 4F: 3 clusters Score -1304524 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -1305146.375000 Penalty: 4403.734375
	Iteration 5F: 3 clusters Score -1305146 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2681 members 
Mstep: Class 2 contains 4495 members 
Entering Unmasked Estep 
Score: -1305755.375000 Penalty: 4403.734375
	Iteration 6F: 3 clusters Score -1305755 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -1306227.750000 Penalty: 4403.734375
	Iteration 7F: 3 clusters Score -1306228 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -1306503.750000 Penalty: 4403.734375
	Iteration 8F: 3 clusters Score -1306504 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1306649.875000 Penalty: 4403.734375
	Iteration 9Q: 3 clusters Score -1306650 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -1306742.500000 Penalty: 4403.734375
	Iteration 10Q: 3 clusters Score -1306742 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -1306798.875000 Penalty: 4403.734375
	Iteration 11Q: 3 clusters Score -1306799 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1306823.000000 Penalty: 4403.734375
	Iteration 12Q: 3 clusters Score -1306823 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1306838.250000 Penalty: 4403.734375
	Iteration 13Q: 3 clusters Score -1306838 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1306846.750000 Penalty: 4403.734375
	Iteration 14Q: 3 clusters Score -1306847 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -1306848.375000 Penalty: 4403.734375
	Iteration 15Q: 3 clusters Score -1306848 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1306851.125000 Penalty: 4403.734375
	Iteration 16Q: 3 clusters Score -1306851 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1306855.750000 Penalty: 4403.734375
	Iteration 17Q: 3 clusters Score -1306856 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1306854.000000 Penalty: 4403.734375
	Iteration 18Q: 3 clusters Score -1306854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5418 members 
Entering Unmasked Estep 
Score: -1306856.000000 Penalty: 4403.734375
	Iteration 19Q: 3 clusters Score -1306856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1306860.625000 Penalty: 4403.734375
	Iteration 20F: 3 clusters Score -1306861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1306861.000000 Penalty: 4403.734375
	Iteration 21Q: 3 clusters Score -1306861 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -1306861.000000 Penalty: 4403.734375
	Iteration 22F: 3 clusters Score -1306861 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (44782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Entering Unmasked Estep 
Score: -8928899.000000 Penalty: 2655.971191
	Iteration 0F: 2 clusters Score -8928899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22425 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -8909409.000000 Penalty: 5311.942383
	Iteration 0F: 3 clusters Score -8909409 nChanged 20551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22714 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -8920611.000000 Penalty: 5311.942383
	Iteration 1F: 3 clusters Score -8920611 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22760 members 
Mstep: Class 2 contains 22022 members 
Entering Unmasked Estep 
Score: -8921116.000000 Penalty: 5311.942383
	Iteration 2Q: 3 clusters Score -8921116 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22850 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -8921521.000000 Penalty: 5311.942383
	Iteration 3Q: 3 clusters Score -8921521 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23006 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -8921889.000000 Penalty: 5311.942383
	Iteration 4Q: 3 clusters Score -8921889 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 21576 members 
Entering Unmasked Estep 
Score: -8922194.000000 Penalty: 5311.942383
	Iteration 5Q: 3 clusters Score -8922194 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23468 members 
Mstep: Class 2 contains 21314 members 
Entering Unmasked Estep 
Score: -8922605.000000 Penalty: 5311.942383
	Iteration 6Q: 3 clusters Score -8922605 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -8923054.000000 Penalty: 5311.942383
	Iteration 7Q: 3 clusters Score -8923054 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 20752 members 
Entering Unmasked Estep 
Score: -8923602.000000 Penalty: 5311.942383
	Iteration 8Q: 3 clusters Score -8923602 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24255 members 
Mstep: Class 2 contains 20527 members 
Entering Unmasked Estep 
Score: -8924387.000000 Penalty: 5311.942383
	Iteration 9Q: 3 clusters Score -8924387 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24290 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -8925453.000000 Penalty: 5311.942383
	Iteration 10Q: 3 clusters Score -8925453 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 20623 members 
Entering Unmasked Estep 
Score: -8926868.000000 Penalty: 5311.942383
	Iteration 11F: 3 clusters Score -8926868 nChanged 2450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -8928331.000000 Penalty: 5311.942383
	Iteration 12F: 3 clusters Score -8928331 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23420 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -8929247.000000 Penalty: 5311.942383
	Iteration 13Q: 3 clusters Score -8929247 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 21659 members 
Entering Unmasked Estep 
Score: -8929629.000000 Penalty: 5311.942383
	Iteration 14Q: 3 clusters Score -8929629 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22876 members 
Mstep: Class 2 contains 21906 members 
Entering Unmasked Estep 
Score: -8929743.000000 Penalty: 5311.942383
	Iteration 15Q: 3 clusters Score -8929743 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22664 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -8929764.000000 Penalty: 5311.942383
	Iteration 16Q: 3 clusters Score -8929764 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 22318 members 
Entering Unmasked Estep 
Score: -8929771.000000 Penalty: 5311.942383
	Iteration 17Q: 3 clusters Score -8929771 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -8929803.000000 Penalty: 5311.942383
	Iteration 18Q: 3 clusters Score -8929803 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22093 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -8929834.000000 Penalty: 5311.942383
	Iteration 19Q: 3 clusters Score -8929834 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21938 members 
Mstep: Class 2 contains 22844 members 
Entering Unmasked Estep 
Score: -8929840.000000 Penalty: 5311.942383
	Iteration 20F: 3 clusters Score -8929840 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 22980 members 
Entering Unmasked Estep 
Score: -8929854.000000 Penalty: 5311.942383
	Iteration 21Q: 3 clusters Score -8929854 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21677 members 
Mstep: Class 2 contains 23105 members 
Entering Unmasked Estep 
Score: -8929874.000000 Penalty: 5311.942383
	Iteration 22Q: 3 clusters Score -8929874 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -8929879.000000 Penalty: 5311.942383
	Iteration 23Q: 3 clusters Score -8929879 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21472 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -8929877.000000 Penalty: 5311.942383
	Iteration 24Q: 3 clusters Score -8929877 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21370 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -8929871.000000 Penalty: 5311.942383
	Iteration 25Q: 3 clusters Score -8929871 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 23476 members 
Entering Unmasked Estep 
Score: -8929835.000000 Penalty: 5311.942383
	Iteration 26Q: 3 clusters Score -8929835 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 23507 members 
Entering Unmasked Estep 
Score: -8929858.000000 Penalty: 5311.942383
	Iteration 27Q: 3 clusters Score -8929858 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 23525 members 
Entering Unmasked Estep 
Score: -8929903.000000 Penalty: 5311.942383
	Iteration 28Q: 3 clusters Score -8929903 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 23538 members 
Entering Unmasked Estep 
Score: -8929912.000000 Penalty: 5311.942383
	Iteration 29Q: 3 clusters Score -8929912 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 23518 members 
Entering Unmasked Estep 
Score: -8929927.000000 Penalty: 5311.942383
	Iteration 30Q: 3 clusters Score -8929927 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -8929933.000000 Penalty: 5311.942383
	Iteration 31Q: 3 clusters Score -8929933 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -8929945.000000 Penalty: 5311.942383
	Iteration 32Q: 3 clusters Score -8929945 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21460 members 
Mstep: Class 2 contains 23322 members 
Entering Unmasked Estep 
Score: -8929987.000000 Penalty: 5311.942383
	Iteration 33Q: 3 clusters Score -8929987 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -8930001.000000 Penalty: 5311.942383
	Iteration 34Q: 3 clusters Score -8930001 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21610 members 
Mstep: Class 2 contains 23172 members 
Entering Unmasked Estep 
Score: -8930006.000000 Penalty: 5311.942383
	Iteration 35Q: 3 clusters Score -8930006 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21693 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8930031.000000 Penalty: 5311.942383
	Iteration 36Q: 3 clusters Score -8930031 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21783 members 
Mstep: Class 2 contains 22999 members 
Entering Unmasked Estep 
Score: -8930035.000000 Penalty: 5311.942383
	Iteration 37Q: 3 clusters Score -8930035 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 22914 members 
Entering Unmasked Estep 
Score: -8930022.000000 Penalty: 5311.942383
	Iteration 38Q: 3 clusters Score -8930022 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21947 members 
Mstep: Class 2 contains 22835 members 
Entering Unmasked Estep 
Score: -8930038.000000 Penalty: 5311.942383
	Iteration 39Q: 3 clusters Score -8930038 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -8930052.000000 Penalty: 5311.942383
	Iteration 40F: 3 clusters Score -8930052 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22071 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8930068.000000 Penalty: 5311.942383
	Iteration 41Q: 3 clusters Score -8930068 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -8930080.000000 Penalty: 5311.942383
	Iteration 42Q: 3 clusters Score -8930080 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -8930083.000000 Penalty: 5311.942383
	Iteration 43Q: 3 clusters Score -8930083 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 22557 members 
Entering Unmasked Estep 
Score: -8930104.000000 Penalty: 5311.942383
	Iteration 44Q: 3 clusters Score -8930104 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -8930100.000000 Penalty: 5311.942383
	Iteration 45Q: 3 clusters Score -8930100 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 22470 members 
Entering Unmasked Estep 
Score: -8930089.000000 Penalty: 5311.942383
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22360 members 
Mstep: Class 2 contains 22422 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22390 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8930087 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22420 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8930099 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8930095 nChanged 95
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22491 members 
Mstep: Class 2 contains 22291 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8930141 nChanged 119
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Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 22226 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 22181 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 22142 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8930141 nChanged 148
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8930147 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22751 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8930147 nChanged 157
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Mstep: Class 1 contains 22832 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8930168 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22913 members 
Mstep: Class 2 contains 21869 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8930145 nChanged 170
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Mstep: Class 1 contains 23001 members 
Mstep: Class 2 contains 21781 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8930168 nChanged 167
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Mstep: Class 1 contains 23102 members 
Mstep: Class 2 contains 21680 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8930200 nChanged 172
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Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8930214 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8930234 nChanged 154
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Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 21427 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8930229 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 21353 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8930224 nChanged 195
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Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8930219 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23645 members 
Mstep: Class 2 contains 21137 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8930226 nChanged 173
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Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8930253 nChanged 176
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Mstep: Class 1 contains 23786 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8930273 nChanged 194
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Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8930307 nChanged 197
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Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8930310 nChanged 203
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Mstep: Class 1 contains 23994 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8930331 nChanged 211
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Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8930359 nChanged 238
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Mstep: Class 1 contains 24191 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 24499 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8930392 nChanged 296
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Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8930439 nChanged 311
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Mstep: Class 1 contains 24806 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25098 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25259 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8930541 nChanged 322
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Mstep: Class 1 contains 25692 members 
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Mstep: Class 1 contains 25831 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 25970 members 
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Mstep: Class 1 contains 26056 members 
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Mstep: Class 1 contains 26117 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26125 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 26151 members 
Mstep: Class 2 contains 18631 members 
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Mstep: Class 1 contains 26195 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26210 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26193 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26187 members 
Mstep: Class 2 contains 18595 members 
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Mstep: Class 1 contains 26204 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26244 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26363 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26367 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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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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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26797 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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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 119Q: 3 clusters Score -8932547 nChanged 250
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Mstep: Class 1 contains 27034 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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Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8932817 nChanged 116
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8932828 nChanged 115
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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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Entering Unmasked Estep 
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Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -8933016.000000 Penalty: 5311.942383
	Iteration 140F: 3 clusters Score -8933016 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 17188 members 
Entering Unmasked Estep 
Score: -8933033.000000 Penalty: 5311.942383
	Iteration 141Q: 3 clusters Score -8933033 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27658 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -8933073.000000 Penalty: 5311.942383
	Iteration 142Q: 3 clusters Score -8933073 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27742 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -8933080.000000 Penalty: 5311.942383
	Iteration 143Q: 3 clusters Score -8933080 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27779 members 
Mstep: Class 2 contains 17003 members 
Entering Unmasked Estep 
Score: -8933057.000000 Penalty: 5311.942383
	Iteration 144Q: 3 clusters Score -8933057 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27853 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -8933064.000000 Penalty: 5311.942383
	Iteration 145Q: 3 clusters Score -8933064 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -8933055.000000 Penalty: 5311.942383
	Iteration 146Q: 3 clusters Score -8933055 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27910 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -8933059.000000 Penalty: 5311.942383
	Iteration 147Q: 3 clusters Score -8933059 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -8933086.000000 Penalty: 5311.942383
	Iteration 148Q: 3 clusters Score -8933086 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27945 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -8933077.000000 Penalty: 5311.942383
	Iteration 149Q: 3 clusters Score -8933077 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -8933097.000000 Penalty: 5311.942383
	Iteration 150Q: 3 clusters Score -8933097 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -8933137.000000 Penalty: 5311.942383
	Iteration 151Q: 3 clusters Score -8933137 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27947 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -8933142.000000 Penalty: 5311.942383
	Iteration 152Q: 3 clusters Score -8933142 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27946 members 
Mstep: Class 2 contains 16836 members 
Entering Unmasked Estep 
Score: -8933168.000000 Penalty: 5311.942383
	Iteration 153Q: 3 clusters Score -8933168 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -8933186.000000 Penalty: 5311.942383
	Iteration 154Q: 3 clusters Score -8933186 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27936 members 
Mstep: Class 2 contains 16846 members 
Entering Unmasked Estep 
Score: -8933201.000000 Penalty: 5311.942383
	Iteration 155Q: 3 clusters Score -8933201 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -8933205.000000 Penalty: 5311.942383
	Iteration 156Q: 3 clusters Score -8933205 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27931 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -8933231.000000 Penalty: 5311.942383
	Iteration 157Q: 3 clusters Score -8933231 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -8933254.000000 Penalty: 5311.942383
	Iteration 158Q: 3 clusters Score -8933254 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27925 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -8933253.000000 Penalty: 5311.942383
	Iteration 159Q: 3 clusters Score -8933253 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -8933248.000000 Penalty: 5311.942383
	Iteration 160F: 3 clusters Score -8933248 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -8933255.000000 Penalty: 5311.942383
	Iteration 161Q: 3 clusters Score -8933255 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 16824 members 
Entering Unmasked Estep 
Score: -8933257.000000 Penalty: 5311.942383
	Iteration 162Q: 3 clusters Score -8933257 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -8933258.000000 Penalty: 5311.942383
	Iteration 163Q: 3 clusters Score -8933258 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27972 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -8933271.000000 Penalty: 5311.942383
	Iteration 164Q: 3 clusters Score -8933271 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27984 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -8933270.000000 Penalty: 5311.942383
	Iteration 165Q: 3 clusters Score -8933270 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28001 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -8933262.000000 Penalty: 5311.942383
	Iteration 166Q: 3 clusters Score -8933262 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27999 members 
Mstep: Class 2 contains 16783 members 
Entering Unmasked Estep 
Score: -8933272.000000 Penalty: 5311.942383
	Iteration 167Q: 3 clusters Score -8933272 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -8933278.000000 Penalty: 5311.942383
	Iteration 168Q: 3 clusters Score -8933278 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -8933279.000000 Penalty: 5311.942383
	Iteration 169Q: 3 clusters Score -8933279 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 16788 members 
Entering Unmasked Estep 
Score: -8933292.000000 Penalty: 5311.942383
	Iteration 170Q: 3 clusters Score -8933292 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27989 members 
Mstep: Class 2 contains 16793 members 
Entering Unmasked Estep 
Score: -8933306.000000 Penalty: 5311.942383
	Iteration 171Q: 3 clusters Score -8933306 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -8933308.000000 Penalty: 5311.942383
	Iteration 172Q: 3 clusters Score -8933308 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27991 members 
Mstep: Class 2 contains 16791 members 
Entering Unmasked Estep 
Score: -8933297.000000 Penalty: 5311.942383
	Iteration 173Q: 3 clusters Score -8933297 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27986 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -8933307.000000 Penalty: 5311.942383
	Iteration 174Q: 3 clusters Score -8933307 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27978 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -8933316.000000 Penalty: 5311.942383
	Iteration 175Q: 3 clusters Score -8933316 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27973 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -8933318.000000 Penalty: 5311.942383
	Iteration 176Q: 3 clusters Score -8933318 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -8933327.000000 Penalty: 5311.942383
	Iteration 177Q: 3 clusters Score -8933327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -8933329.000000 Penalty: 5311.942383
	Iteration 178Q: 3 clusters Score -8933329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -8933318.000000 Penalty: 5311.942383
	Iteration 179Q: 3 clusters Score -8933318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -8933320.000000 Penalty: 5311.942383
	Iteration 180F: 3 clusters Score -8933320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27960 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -8933312.000000 Penalty: 5311.942383
	Iteration 181Q: 3 clusters Score -8933312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 16821 members 
Entering Unmasked Estep 
Score: -8933312.000000 Penalty: 5311.942383
	Iteration 182Q: 3 clusters Score -8933312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -8933313.000000 Penalty: 5311.942383
	Iteration 183Q: 3 clusters Score -8933313 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -8933328.000000 Penalty: 5311.942383
	Iteration 184Q: 3 clusters Score -8933328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -8933325.000000 Penalty: 5311.942383
	Iteration 185Q: 3 clusters Score -8933325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 16816 members 
Entering Unmasked Estep 
Score: -8933325.000000 Penalty: 5311.942383
	Iteration 186F: 3 clusters Score -8933325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 27966 members 
Mstep: Class 3 contains 45075 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 39676 members 
Mstep: Class 6 contains 34805 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46383 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 31697 members 
Mstep: Class 11 contains 46484 members 
Mstep: Class 12 contains 66837 members 
Mstep: Class 13 contains 54589 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 33512 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45499 members 
Mstep: Class 18 contains 48156 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 29886 members 
Mstep: Class 22 contains 33376 members 
Mstep: Class 23 contains 21570 members 
Mstep: Class 24 contains 31206 members 
Mstep: Class 25 contains 11405 members 
Mstep: Class 26 contains 759 members 
Mstep: Class 27 contains 44196 members 
Mstep: Class 28 contains 24479 members 
Mstep: Class 29 contains 31236 members 
Mstep: Class 30 contains 56827 members 
Mstep: Class 31 contains 56854 members 
Mstep: Class 32 contains 68067 members 
Mstep: Class 33 contains 22756 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 32312 members 
Mstep: Class 36 contains 46735 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 36556 members 
Mstep: Class 40 contains 16816 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 1084 members 
Entering Unmasked Estep 
Score: -207939408.000000 Penalty: 151954.750000
Splitting cluster 2 changes total score from -207932048.000000 to -207939408.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 3 (45075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Entering Unmasked Estep 
Score: -8651974.000000 Penalty: 2657.588623
	Iteration 0F: 2 clusters Score -8651974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 22521 members 
Entering Unmasked Estep 
Score: -8625249.000000 Penalty: 5315.177246
	Iteration 0F: 3 clusters Score -8625249 nChanged 20589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22993 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -8636459.000000 Penalty: 5315.177246
	Iteration 1F: 3 clusters Score -8636459 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23414 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -8636974.000000 Penalty: 5315.177246
	Iteration 2Q: 3 clusters Score -8636974 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24034 members 
Mstep: Class 2 contains 21041 members 
Entering Unmasked Estep 
Score: -8637387.000000 Penalty: 5315.177246
	Iteration 3Q: 3 clusters Score -8637387 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24906 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -8637826.000000 Penalty: 5315.177246
	Iteration 4Q: 3 clusters Score -8637826 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -8638363.000000 Penalty: 5315.177246
	Iteration 5Q: 3 clusters Score -8638363 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27723 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -8638987.000000 Penalty: 5315.177246
	Iteration 6Q: 3 clusters Score -8638987 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29732 members 
Mstep: Class 2 contains 15343 members 
Entering Unmasked Estep 
Score: -8639850.000000 Penalty: 5315.177246
	Iteration 7Q: 3 clusters Score -8639850 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32258 members 
Mstep: Class 2 contains 12817 members 
Entering Unmasked Estep 
Score: -8641166.000000 Penalty: 5315.177246
	Iteration 8F: 3 clusters Score -8641166 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -8642991.000000 Penalty: 5315.177246
	Iteration 9F: 3 clusters Score -8642991 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38394 members 
Mstep: Class 2 contains 6681 members 
Entering Unmasked Estep 
Score: -8645213.000000 Penalty: 5315.177246
	Iteration 10F: 3 clusters Score -8645213 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -8647264.000000 Penalty: 5315.177246
	Iteration 11F: 3 clusters Score -8647264 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42983 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -8648426.000000 Penalty: 5315.177246
	Iteration 12Q: 3 clusters Score -8648426 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43976 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -8649028.000000 Penalty: 5315.177246
	Iteration 13Q: 3 clusters Score -8649028 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44400 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8649335.000000 Penalty: 5315.177246
	Iteration 14Q: 3 clusters Score -8649335 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -8649450.000000 Penalty: 5315.177246
	Iteration 15Q: 3 clusters Score -8649450 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44655 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -8649558.000000 Penalty: 5315.177246
	Iteration 16Q: 3 clusters Score -8649558 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -8649611.000000 Penalty: 5315.177246
	Iteration 17Q: 3 clusters Score -8649611 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -8649649.000000 Penalty: 5315.177246
	Iteration 18Q: 3 clusters Score -8649649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44738 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -8649674.000000 Penalty: 5315.177246
	Iteration 19Q: 3 clusters Score -8649674 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -8649680.000000 Penalty: 5315.177246
	Iteration 20F: 3 clusters Score -8649680 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44749 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -8649702.000000 Penalty: 5315.177246
	Iteration 21Q: 3 clusters Score -8649702 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8649714.000000 Penalty: 5315.177246
	Iteration 22Q: 3 clusters Score -8649714 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8649723.000000 Penalty: 5315.177246
	Iteration 23Q: 3 clusters Score -8649723 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8649721.000000 Penalty: 5315.177246
	Iteration 24Q: 3 clusters Score -8649721 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8649728.000000 Penalty: 5315.177246
	Iteration 25Q: 3 clusters Score -8649728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44756 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -8649725.000000 Penalty: 5315.177246
	Iteration 26Q: 3 clusters Score -8649725 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44755 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8649728.000000 Penalty: 5315.177246
	Iteration 27Q: 3 clusters Score -8649728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8649728.000000 Penalty: 5315.177246
	Iteration 28Q: 3 clusters Score -8649728 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44754 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -8649728.000000 Penalty: 5315.177246
	Iteration 29F: 3 clusters Score -8649728 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3449 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Entering Unmasked Estep 
Score: -644267.937500 Penalty: 2020.168213
	Iteration 0F: 2 clusters Score -644267.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -640746.000000 Penalty: 4040.336426
	Iteration 0F: 3 clusters Score -640746 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -641553.062500 Penalty: 4040.336426
	Iteration 1F: 3 clusters Score -641553.1 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -641777.812500 Penalty: 4040.336426
	Iteration 2F: 3 clusters Score -641777.8 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -641952.687500 Penalty: 4040.336426
	Iteration 3F: 3 clusters Score -641952.7 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1464 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -642074.000000 Penalty: 4040.336426
	Iteration 4Q: 3 clusters Score -642074 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -642176.000000 Penalty: 4040.336426
	Iteration 5Q: 3 clusters Score -642176 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -642272.500000 Penalty: 4040.336426
	Iteration 6Q: 3 clusters Score -642272.5 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -642349.125000 Penalty: 4040.336426
	Iteration 7Q: 3 clusters Score -642349.1 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -642441.937500 Penalty: 4040.336426
	Iteration 8Q: 3 clusters Score -642441.9 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -642535.750000 Penalty: 4040.336426
	Iteration 9Q: 3 clusters Score -642535.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -642630.500000 Penalty: 4040.336426
	Iteration 10Q: 3 clusters Score -642630.5 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 2575 members 
Entering Unmasked Estep 
Score: -642737.687500 Penalty: 4040.336426
	Iteration 11Q: 3 clusters Score -642737.7 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -642847.812500 Penalty: 4040.336426
	Iteration 12Q: 3 clusters Score -642847.8 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 2678 members 
Entering Unmasked Estep 
Score: -642931.125000 Penalty: 4040.336426
	Iteration 13Q: 3 clusters Score -642931.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -642996.937500 Penalty: 4040.336426
	Iteration 14Q: 3 clusters Score -642996.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -643040.000000 Penalty: 4040.336426
	Iteration 15Q: 3 clusters Score -643040 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -643082.187500 Penalty: 4040.336426
	Iteration 16Q: 3 clusters Score -643082.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -643114.750000 Penalty: 4040.336426
	Iteration 17Q: 3 clusters Score -643114.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -643135.000000 Penalty: 4040.336426
	Iteration 18Q: 3 clusters Score -643135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -643153.312500 Penalty: 4040.336426
	Iteration 19Q: 3 clusters Score -643153.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -643161.812500 Penalty: 4040.336426
	Iteration 20F: 3 clusters Score -643161.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -643172.062500 Penalty: 4040.336426
	Iteration 21Q: 3 clusters Score -643172.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -643179.625000 Penalty: 4040.336426
	Iteration 22Q: 3 clusters Score -643179.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -643188.062500 Penalty: 4040.336426
	Iteration 23Q: 3 clusters Score -643188.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -643191.187500 Penalty: 4040.336426
	Iteration 24Q: 3 clusters Score -643191.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -643196.562500 Penalty: 4040.336426
	Iteration 25Q: 3 clusters Score -643196.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 2834 members 
Entering Unmasked Estep 
Score: -643198.625000 Penalty: 4040.336426
	Iteration 26Q: 3 clusters Score -643198.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -643202.437500 Penalty: 4040.336426
	Iteration 27Q: 3 clusters Score -643202.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -643204.562500 Penalty: 4040.336426
	Iteration 28Q: 3 clusters Score -643204.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 2838 members 
Entering Unmasked Estep 
Score: -643204.562500 Penalty: 4040.336426
	Iteration 29Q: 3 clusters Score -643204.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -643206.000000 Penalty: 4040.336426
	Iteration 30Q: 3 clusters Score -643206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -643206.000000 Penalty: 4040.336426
	Iteration 31F: 3 clusters Score -643206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (39676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39676 members 
Entering Unmasked Estep 
Score: -7618332.500000 Penalty: 2625.948486
	Iteration 0F: 2 clusters Score -7618332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 19607 members 
Entering Unmasked Estep 
Score: -7593420.000000 Penalty: 5251.896973
	Iteration 0F: 3 clusters Score -7593420 nChanged 18063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21346 members 
Mstep: Class 2 contains 18330 members 
Entering Unmasked Estep 
Score: -7603276.000000 Penalty: 5251.896973
	Iteration 1F: 3 clusters Score -7603276 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -7603910.000000 Penalty: 5251.896973
	Iteration 2Q: 3 clusters Score -7603910 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -7604575.000000 Penalty: 5251.896973
	Iteration 3Q: 3 clusters Score -7604575 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -7605500.500000 Penalty: 5251.896973
	Iteration 4Q: 3 clusters Score -7605500 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26621 members 
Mstep: Class 2 contains 13055 members 
Entering Unmasked Estep 
Score: -7606776.000000 Penalty: 5251.896973
	Iteration 5F: 3 clusters Score -7606776 nChanged 2444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28921 members 
Mstep: Class 2 contains 10755 members 
Entering Unmasked Estep 
Score: -7608386.000000 Penalty: 5251.896973
	Iteration 6F: 3 clusters Score -7608386 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31329 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -7610205.500000 Penalty: 5251.896973
	Iteration 7F: 3 clusters Score -7610206 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -7611989.000000 Penalty: 5251.896973
	Iteration 8F: 3 clusters Score -7611989 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35200 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -7613189.000000 Penalty: 5251.896973
	Iteration 9Q: 3 clusters Score -7613189 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36378 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -7614012.500000 Penalty: 5251.896973
	Iteration 10Q: 3 clusters Score -7614012 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37201 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -7614646.000000 Penalty: 5251.896973
	Iteration 11Q: 3 clusters Score -7614646 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -7615063.000000 Penalty: 5251.896973
	Iteration 12Q: 3 clusters Score -7615063 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38172 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -7615363.000000 Penalty: 5251.896973
	Iteration 13Q: 3 clusters Score -7615363 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38398 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7615532.000000 Penalty: 5251.896973
	Iteration 14Q: 3 clusters Score -7615532 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7615673.000000 Penalty: 5251.896973
	Iteration 15Q: 3 clusters Score -7615673 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38715 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -7615779.000000 Penalty: 5251.896973
	Iteration 16Q: 3 clusters Score -7615779 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38817 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -7615868.500000 Penalty: 5251.896973
	Iteration 17Q: 3 clusters Score -7615868 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38873 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7615934.500000 Penalty: 5251.896973
	Iteration 18Q: 3 clusters Score -7615934 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -7615961.000000 Penalty: 5251.896973
	Iteration 19Q: 3 clusters Score -7615961 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38937 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7615990.500000 Penalty: 5251.896973
	Iteration 20F: 3 clusters Score -7615990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38965 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -7616009.000000 Penalty: 5251.896973
	Iteration 21Q: 3 clusters Score -7616009 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -7616024.500000 Penalty: 5251.896973
	Iteration 22Q: 3 clusters Score -7616024 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39008 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -7616030.500000 Penalty: 5251.896973
	Iteration 23Q: 3 clusters Score -7616030 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39028 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7616051.500000 Penalty: 5251.896973
	Iteration 24Q: 3 clusters Score -7616052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39042 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7616060.000000 Penalty: 5251.896973
	Iteration 25Q: 3 clusters Score -7616060 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7616070.000000 Penalty: 5251.896973
	Iteration 26Q: 3 clusters Score -7616070 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39071 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7616079.500000 Penalty: 5251.896973
	Iteration 27Q: 3 clusters Score -7616080 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -7616086.500000 Penalty: 5251.896973
	Iteration 28Q: 3 clusters Score -7616086 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39088 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7616092.500000 Penalty: 5251.896973
	Iteration 29Q: 3 clusters Score -7616092 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39091 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -7616095.000000 Penalty: 5251.896973
	Iteration 30Q: 3 clusters Score -7616095 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39095 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7616104.500000 Penalty: 5251.896973
	Iteration 31Q: 3 clusters Score -7616104 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39099 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -7616105.500000 Penalty: 5251.896973
	Iteration 32Q: 3 clusters Score -7616106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7616108.000000 Penalty: 5251.896973
	Iteration 33Q: 3 clusters Score -7616108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39101 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7616105.000000 Penalty: 5251.896973
	Iteration 34Q: 3 clusters Score -7616105 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39104 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -7616108.000000 Penalty: 5251.896973
	Iteration 35Q: 3 clusters Score -7616108 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39105 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7616112.000000 Penalty: 5251.896973
	Iteration 36Q: 3 clusters Score -7616112 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -7616110.500000 Penalty: 5251.896973
	Iteration 37Q: 3 clusters Score -7616110 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7616113.000000 Penalty: 5251.896973
	Iteration 38Q: 3 clusters Score -7616113 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39108 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -7616113.000000 Penalty: 5251.896973
	Iteration 39F: 3 clusters Score -7616113 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34805 members 
Entering Unmasked Estep 
Score: -6697485.500000 Penalty: 2593.464111
	Iteration 0F: 2 clusters Score -6697486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17498 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -6675214.000000 Penalty: 5186.928223
	Iteration 0F: 3 clusters Score -6675214 nChanged 15868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -6683898.000000 Penalty: 5186.928223
	Iteration 1F: 3 clusters Score -6683898 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18672 members 
Mstep: Class 2 contains 16133 members 
Entering Unmasked Estep 
Score: -6684346.000000 Penalty: 5186.928223
	Iteration 2Q: 3 clusters Score -6684346 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 15524 members 
Entering Unmasked Estep 
Score: -6684766.000000 Penalty: 5186.928223
	Iteration 3Q: 3 clusters Score -6684766 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20130 members 
Mstep: Class 2 contains 14675 members 
Entering Unmasked Estep 
Score: -6685201.500000 Penalty: 5186.928223
	Iteration 4Q: 3 clusters Score -6685202 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 13573 members 
Entering Unmasked Estep 
Score: -6685748.000000 Penalty: 5186.928223
	Iteration 5Q: 3 clusters Score -6685748 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22705 members 
Mstep: Class 2 contains 12100 members 
Entering Unmasked Estep 
Score: -6686571.500000 Penalty: 5186.928223
	Iteration 6Q: 3 clusters Score -6686572 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24625 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -6687744.500000 Penalty: 5186.928223
	Iteration 7F: 3 clusters Score -6687744 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26973 members 
Mstep: Class 2 contains 7832 members 
Entering Unmasked Estep 
Score: -6689369.000000 Penalty: 5186.928223
	Iteration 8F: 3 clusters Score -6689369 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -6691213.000000 Penalty: 5186.928223
	Iteration 9F: 3 clusters Score -6691213 nChanged 2157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -6692813.500000 Penalty: 5186.928223
	Iteration 10F: 3 clusters Score -6692814 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33103 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -6693879.500000 Penalty: 5186.928223
	Iteration 11Q: 3 clusters Score -6693880 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33894 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -6694538.500000 Penalty: 5186.928223
	Iteration 12Q: 3 clusters Score -6694538 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6694839.000000 Penalty: 5186.928223
	Iteration 13Q: 3 clusters Score -6694839 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6694974.000000 Penalty: 5186.928223
	Iteration 14Q: 3 clusters Score -6694974 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -6695021.500000 Penalty: 5186.928223
	Iteration 15Q: 3 clusters Score -6695022 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34453 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -6695068.500000 Penalty: 5186.928223
	Iteration 16Q: 3 clusters Score -6695068 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34477 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -6695115.000000 Penalty: 5186.928223
	Iteration 17Q: 3 clusters Score -6695115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -6695134.500000 Penalty: 5186.928223
	Iteration 18Q: 3 clusters Score -6695134 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34500 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6695158.500000 Penalty: 5186.928223
	Iteration 19Q: 3 clusters Score -6695158 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -6695171.000000 Penalty: 5186.928223
	Iteration 20F: 3 clusters Score -6695171 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6695192.500000 Penalty: 5186.928223
	Iteration 21Q: 3 clusters Score -6695192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34528 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -6695220.500000 Penalty: 5186.928223
	Iteration 22Q: 3 clusters Score -6695220 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6695230.000000 Penalty: 5186.928223
	Iteration 23Q: 3 clusters Score -6695230 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6695237.500000 Penalty: 5186.928223
	Iteration 24Q: 3 clusters Score -6695238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -6695239.000000 Penalty: 5186.928223
	Iteration 25Q: 3 clusters Score -6695239 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -6695237.500000 Penalty: 5186.928223
	Iteration 26Q: 3 clusters Score -6695238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6695242.000000 Penalty: 5186.928223
	Iteration 27Q: 3 clusters Score -6695242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6695242.000000 Penalty: 5186.928223
	Iteration 28F: 3 clusters Score -6695242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -30896.662109 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -30896.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -30142.656250 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -30142.66 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -30569.029297 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -30569.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -30620.236328 Penalty: 2793.081055
	Iteration 2Q: 3 clusters Score -30620.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30659.242188 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -30659.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -30659.242188 Penalty: 2793.081055
	Iteration 4F: 3 clusters Score -30659.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46383 members 
Entering Unmasked Estep 
Score: -8955752.000000 Penalty: 2664.682617
	Iteration 0F: 2 clusters Score -8955752 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 23417 members 
Entering Unmasked Estep 
Score: -8929206.000000 Penalty: 5329.365234
	Iteration 0F: 3 clusters Score -8929206 nChanged 21323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20881 members 
Mstep: Class 2 contains 25502 members 
Entering Unmasked Estep 
Score: -8941079.000000 Penalty: 5329.365234
	Iteration 1F: 3 clusters Score -8941079 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -8941798.000000 Penalty: 5329.365234
	Iteration 2F: 3 clusters Score -8941798 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18352 members 
Mstep: Class 2 contains 28031 members 
Entering Unmasked Estep 
Score: -8942635.000000 Penalty: 5329.365234
	Iteration 3F: 3 clusters Score -8942635 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16801 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
Score: -8943551.000000 Penalty: 5329.365234
	Iteration 4F: 3 clusters Score -8943551 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15050 members 
Mstep: Class 2 contains 31333 members 
Entering Unmasked Estep 
Score: -8944820.000000 Penalty: 5329.365234
	Iteration 5F: 3 clusters Score -8944820 nChanged 2656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 33031 members 
Entering Unmasked Estep 
Score: -8946281.000000 Penalty: 5329.365234
	Iteration 6F: 3 clusters Score -8946281 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12058 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -8948075.000000 Penalty: 5329.365234
	Iteration 7F: 3 clusters Score -8948075 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 34914 members 
Entering Unmasked Estep 
Score: -8950216.000000 Penalty: 5329.365234
	Iteration 8F: 3 clusters Score -8950216 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 34735 members 
Entering Unmasked Estep 
Score: -8951686.000000 Penalty: 5329.365234
	Iteration 9F: 3 clusters Score -8951686 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 34299 members 
Entering Unmasked Estep 
Score: -8952465.000000 Penalty: 5329.365234
	Iteration 10Q: 3 clusters Score -8952465 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12395 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -8952921.000000 Penalty: 5329.365234
	Iteration 11Q: 3 clusters Score -8952921 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 33636 members 
Entering Unmasked Estep 
Score: -8953294.000000 Penalty: 5329.365234
	Iteration 12Q: 3 clusters Score -8953294 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 33325 members 
Entering Unmasked Estep 
Score: -8953677.000000 Penalty: 5329.365234
	Iteration 13Q: 3 clusters Score -8953677 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13419 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -8953984.000000 Penalty: 5329.365234
	Iteration 14Q: 3 clusters Score -8953984 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 32531 members 
Entering Unmasked Estep 
Score: -8954292.000000 Penalty: 5329.365234
	Iteration 15Q: 3 clusters Score -8954292 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14348 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -8954647.000000 Penalty: 5329.365234
	Iteration 16Q: 3 clusters Score -8954647 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 31497 members 
Entering Unmasked Estep 
Score: -8954933.000000 Penalty: 5329.365234
	Iteration 17Q: 3 clusters Score -8954933 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 30961 members 
Entering Unmasked Estep 
Score: -8955082.000000 Penalty: 5329.365234
	Iteration 18Q: 3 clusters Score -8955082 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 30429 members 
Entering Unmasked Estep 
Score: -8955220.000000 Penalty: 5329.365234
	Iteration 19Q: 3 clusters Score -8955220 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 29833 members 
Entering Unmasked Estep 
Score: -8955308.000000 Penalty: 5329.365234
	Iteration 20F: 3 clusters Score -8955308 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17152 members 
Mstep: Class 2 contains 29231 members 
Entering Unmasked Estep 
Score: -8955365.000000 Penalty: 5329.365234
	Iteration 21Q: 3 clusters Score -8955365 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -8955501.000000 Penalty: 5329.365234
	Iteration 22Q: 3 clusters Score -8955501 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18278 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
Score: -8955522.000000 Penalty: 5329.365234
	Iteration 23Q: 3 clusters Score -8955522 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 27557 members 
Entering Unmasked Estep 
Score: -8955498.000000 Penalty: 5329.365234
	Iteration 24Q: 3 clusters Score -8955498 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 27036 members 
Entering Unmasked Estep 
Score: -8955453.000000 Penalty: 5329.365234
	Iteration 25Q: 3 clusters Score -8955453 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19876 members 
Mstep: Class 2 contains 26507 members 
Entering Unmasked Estep 
Score: -8955427.000000 Penalty: 5329.365234
	Iteration 26Q: 3 clusters Score -8955427 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 25994 members 
Entering Unmasked Estep 
Score: -8955382.000000 Penalty: 5329.365234
	Iteration 27Q: 3 clusters Score -8955382 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -8955492.000000 Penalty: 5329.365234
	Iteration 28Q: 3 clusters Score -8955492 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21736 members 
Mstep: Class 2 contains 24647 members 
Entering Unmasked Estep 
Score: -8955640.000000 Penalty: 5329.365234
	Iteration 29Q: 3 clusters Score -8955640 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22568 members 
Mstep: Class 2 contains 23815 members 
Entering Unmasked Estep 
Score: -8955700.000000 Penalty: 5329.365234
	Iteration 30Q: 3 clusters Score -8955700 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 22894 members 
Entering Unmasked Estep 
Score: -8955692.000000 Penalty: 5329.365234
	Iteration 31Q: 3 clusters Score -8955692 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 21916 members 
Entering Unmasked Estep 
Score: -8955609.000000 Penalty: 5329.365234
	Iteration 32Q: 3 clusters Score -8955609 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 20966 members 
Entering Unmasked Estep 
Score: -8955523.000000 Penalty: 5329.365234
	Iteration 33Q: 3 clusters Score -8955523 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 20076 members 
Entering Unmasked Estep 
Score: -8955368.000000 Penalty: 5329.365234
	Iteration 34Q: 3 clusters Score -8955368 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26975 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -8955227.000000 Penalty: 5329.365234
	Iteration 35Q: 3 clusters Score -8955227 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27577 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -8955232.000000 Penalty: 5329.365234
	Iteration 36Q: 3 clusters Score -8955232 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28065 members 
Mstep: Class 2 contains 18318 members 
Entering Unmasked Estep 
Score: -8955241.000000 Penalty: 5329.365234
	Iteration 37Q: 3 clusters Score -8955241 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28483 members 
Mstep: Class 2 contains 17900 members 
Entering Unmasked Estep 
Score: -8955270.000000 Penalty: 5329.365234
	Iteration 38Q: 3 clusters Score -8955270 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 17523 members 
Entering Unmasked Estep 
Score: -8955220.000000 Penalty: 5329.365234
	Iteration 39Q: 3 clusters Score -8955220 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29215 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -8955297.000000 Penalty: 5329.365234
	Iteration 40F: 3 clusters Score -8955297 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29872 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -8955300.000000 Penalty: 5329.365234
	Iteration 41Q: 3 clusters Score -8955300 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30476 members 
Mstep: Class 2 contains 15907 members 
Entering Unmasked Estep 
Score: -8955277.000000 Penalty: 5329.365234
	Iteration 42Q: 3 clusters Score -8955277 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31110 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -8955216.000000 Penalty: 5329.365234
	Iteration 43Q: 3 clusters Score -8955216 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31753 members 
Mstep: Class 2 contains 14630 members 
Entering Unmasked Estep 
Score: -8955183.000000 Penalty: 5329.365234
	Iteration 44Q: 3 clusters Score -8955183 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32238 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -8955132.000000 Penalty: 5329.365234
	Iteration 45Q: 3 clusters Score -8955132 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32746 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -8955021.000000 Penalty: 5329.365234
	Iteration 46Q: 3 clusters Score -8955021 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33186 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -8954895.000000 Penalty: 5329.365234
	Iteration 47Q: 3 clusters Score -8954895 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33592 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -8954848.000000 Penalty: 5329.365234
	Iteration 48Q: 3 clusters Score -8954848 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33972 members 
Mstep: Class 2 contains 12411 members 
Entering Unmasked Estep 
Score: -8954764.000000 Penalty: 5329.365234
	Iteration 49Q: 3 clusters Score -8954764 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34378 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -8954696.000000 Penalty: 5329.365234
	Iteration 50Q: 3 clusters Score -8954696 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -8954644.000000 Penalty: 5329.365234
	Iteration 51Q: 3 clusters Score -8954644 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34930 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -8954603.000000 Penalty: 5329.365234
	Iteration 52Q: 3 clusters Score -8954603 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -8954489.000000 Penalty: 5329.365234
	Iteration 53Q: 3 clusters Score -8954489 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 10928 members 
Entering Unmasked Estep 
Score: -8954431.000000 Penalty: 5329.365234
	Iteration 54Q: 3 clusters Score -8954431 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35743 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -8954373.000000 Penalty: 5329.365234
	Iteration 55Q: 3 clusters Score -8954373 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36027 members 
Mstep: Class 2 contains 10356 members 
Entering Unmasked Estep 
Score: -8954323.000000 Penalty: 5329.365234
	Iteration 56Q: 3 clusters Score -8954323 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36310 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -8954309.000000 Penalty: 5329.365234
	Iteration 57Q: 3 clusters Score -8954309 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36648 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -8954256.000000 Penalty: 5329.365234
	Iteration 58Q: 3 clusters Score -8954256 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37028 members 
Mstep: Class 2 contains 9355 members 
Entering Unmasked Estep 
Score: -8954121.000000 Penalty: 5329.365234
	Iteration 59Q: 3 clusters Score -8954121 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 8908 members 
Entering Unmasked Estep 
Score: -8954007.000000 Penalty: 5329.365234
	Iteration 60F: 3 clusters Score -8954007 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -8953948.000000 Penalty: 5329.365234
	Iteration 61Q: 3 clusters Score -8953948 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38459 members 
Mstep: Class 2 contains 7924 members 
Entering Unmasked Estep 
Score: -8953776.000000 Penalty: 5329.365234
	Iteration 62Q: 3 clusters Score -8953776 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39025 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -8953791.000000 Penalty: 5329.365234
	Iteration 63Q: 3 clusters Score -8953791 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 6767 members 
Entering Unmasked Estep 
Score: -8953740.000000 Penalty: 5329.365234
	Iteration 64Q: 3 clusters Score -8953740 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40166 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -8953953.000000 Penalty: 5329.365234
	Iteration 65Q: 3 clusters Score -8953953 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40634 members 
Mstep: Class 2 contains 5749 members 
Entering Unmasked Estep 
Score: -8954158.000000 Penalty: 5329.365234
	Iteration 66Q: 3 clusters Score -8954158 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40962 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -8954272.000000 Penalty: 5329.365234
	Iteration 67Q: 3 clusters Score -8954272 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41182 members 
Mstep: Class 2 contains 5201 members 
Entering Unmasked Estep 
Score: -8954310.000000 Penalty: 5329.365234
	Iteration 68Q: 3 clusters Score -8954310 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41381 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -8954327.000000 Penalty: 5329.365234
	Iteration 69Q: 3 clusters Score -8954327 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41550 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -8954295.000000 Penalty: 5329.365234
	Iteration 70Q: 3 clusters Score -8954295 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 4679 members 
Entering Unmasked Estep 
Score: -8954316.000000 Penalty: 5329.365234
	Iteration 71Q: 3 clusters Score -8954316 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -8954320.000000 Penalty: 5329.365234
	Iteration 72Q: 3 clusters Score -8954320 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41997 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -8954310.000000 Penalty: 5329.365234
	Iteration 73Q: 3 clusters Score -8954310 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -8954304.000000 Penalty: 5329.365234
	Iteration 74Q: 3 clusters Score -8954304 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42240 members 
Mstep: Class 2 contains 4143 members 
Entering Unmasked Estep 
Score: -8954280.000000 Penalty: 5329.365234
	Iteration 75Q: 3 clusters Score -8954280 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42361 members 
Mstep: Class 2 contains 4022 members 
Entering Unmasked Estep 
Score: -8954289.000000 Penalty: 5329.365234
	Iteration 76Q: 3 clusters Score -8954289 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42485 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -8954288.000000 Penalty: 5329.365234
	Iteration 77Q: 3 clusters Score -8954288 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42591 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -8954273.000000 Penalty: 5329.365234
	Iteration 78Q: 3 clusters Score -8954273 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42709 members 
Mstep: Class 2 contains 3674 members 
Entering Unmasked Estep 
Score: -8954274.000000 Penalty: 5329.365234
	Iteration 79Q: 3 clusters Score -8954274 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42831 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -8954285.000000 Penalty: 5329.365234
	Iteration 80F: 3 clusters Score -8954285 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42956 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -8954257.000000 Penalty: 5329.365234
	Iteration 81Q: 3 clusters Score -8954257 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43070 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -8954273.000000 Penalty: 5329.365234
	Iteration 82Q: 3 clusters Score -8954273 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8954279 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43303 members 
Mstep: Class 2 contains 3080 members 
Entering Unmasked Estep 
Score: -8954269.000000 Penalty: 5329.365234
	Iteration 84Q: 3 clusters Score -8954269 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 2983 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8954248 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -8954258.000000 Penalty: 5329.365234
	Iteration 86Q: 3 clusters Score -8954258 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8954296 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8954332 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43692 members 
Mstep: Class 2 contains 2691 members 
Entering Unmasked Estep 
Score: -8954308.000000 Penalty: 5329.365234
	Iteration 89Q: 3 clusters Score -8954308 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43777 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -8954304.000000 Penalty: 5329.365234
	Iteration 90Q: 3 clusters Score -8954304 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43863 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8954337.000000 Penalty: 5329.365234
	Iteration 91Q: 3 clusters Score -8954337 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8954347.000000 Penalty: 5329.365234
	Iteration 92Q: 3 clusters Score -8954347 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -8954365.000000 Penalty: 5329.365234
	Iteration 93Q: 3 clusters Score -8954365 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44054 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -8954348.000000 Penalty: 5329.365234
	Iteration 94Q: 3 clusters Score -8954348 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44109 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -8954356.000000 Penalty: 5329.365234
	Iteration 95Q: 3 clusters Score -8954356 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44161 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -8954371.000000 Penalty: 5329.365234
	Iteration 96Q: 3 clusters Score -8954371 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44198 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -8954374.000000 Penalty: 5329.365234
	Iteration 97Q: 3 clusters Score -8954374 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8954380.000000 Penalty: 5329.365234
	Iteration 98Q: 3 clusters Score -8954380 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44252 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -8954380.000000 Penalty: 5329.365234
	Iteration 99Q: 3 clusters Score -8954380 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -8954387.000000 Penalty: 5329.365234
	Iteration 100F: 3 clusters Score -8954387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44296 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8954383.000000 Penalty: 5329.365234
	Iteration 101Q: 3 clusters Score -8954383 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44323 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -8954375.000000 Penalty: 5329.365234
	Iteration 102Q: 3 clusters Score -8954375 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -8954367.000000 Penalty: 5329.365234
	Iteration 103Q: 3 clusters Score -8954367 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44367 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -8954381.000000 Penalty: 5329.365234
	Iteration 104Q: 3 clusters Score -8954381 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44381 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -8954386.000000 Penalty: 5329.365234
	Iteration 105Q: 3 clusters Score -8954386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44403 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -8954366.000000 Penalty: 5329.365234
	Iteration 106Q: 3 clusters Score -8954366 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44423 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -8954383.000000 Penalty: 5329.365234
	Iteration 107Q: 3 clusters Score -8954383 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44445 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8954376.000000 Penalty: 5329.365234
	Iteration 108Q: 3 clusters Score -8954376 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -8954385.000000 Penalty: 5329.365234
	Iteration 109Q: 3 clusters Score -8954385 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44493 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -8954415.000000 Penalty: 5329.365234
	Iteration 110Q: 3 clusters Score -8954415 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -8954426.000000 Penalty: 5329.365234
	Iteration 111Q: 3 clusters Score -8954426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44544 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8954413.000000 Penalty: 5329.365234
	Iteration 112Q: 3 clusters Score -8954413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44559 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8954410.000000 Penalty: 5329.365234
	Iteration 113Q: 3 clusters Score -8954410 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44579 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8954388.000000 Penalty: 5329.365234
	Iteration 114Q: 3 clusters Score -8954388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44592 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -8954383.000000 Penalty: 5329.365234
	Iteration 115Q: 3 clusters Score -8954383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44599 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -8954391.000000 Penalty: 5329.365234
	Iteration 116Q: 3 clusters Score -8954391 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44609 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -8954386.000000 Penalty: 5329.365234
	Iteration 117Q: 3 clusters Score -8954386 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44614 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -8954396.000000 Penalty: 5329.365234
	Iteration 118Q: 3 clusters Score -8954396 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44628 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -8954403.000000 Penalty: 5329.365234
	Iteration 119Q: 3 clusters Score -8954403 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44637 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8954395.000000 Penalty: 5329.365234
	Iteration 120F: 3 clusters Score -8954395 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8954391 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44646 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8954399.000000 Penalty: 5329.365234
	Iteration 122Q: 3 clusters Score -8954399 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44652 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8954392.000000 Penalty: 5329.365234
	Iteration 123Q: 3 clusters Score -8954392 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44663 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -8954381.000000 Penalty: 5329.365234
	Iteration 124Q: 3 clusters Score -8954381 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44667 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8954380.000000 Penalty: 5329.365234
	Iteration 125Q: 3 clusters Score -8954380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8954392.000000 Penalty: 5329.365234
	Iteration 126Q: 3 clusters Score -8954392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44673 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -8954383.000000 Penalty: 5329.365234
	Iteration 127Q: 3 clusters Score -8954383 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44679 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8954375.000000 Penalty: 5329.365234
	Iteration 128Q: 3 clusters Score -8954375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44682 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -8954378.000000 Penalty: 5329.365234
	Iteration 129Q: 3 clusters Score -8954378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -8954373.000000 Penalty: 5329.365234
	Iteration 130Q: 3 clusters Score -8954373 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44687 members 
Mstep: Class 2 contains 1696 members 
Entering Unmasked Estep 
Score: -8954371.000000 Penalty: 5329.365234
	Iteration 131Q: 3 clusters Score -8954371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44689 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -8954374.000000 Penalty: 5329.365234
	Iteration 132Q: 3 clusters Score -8954374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44692 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -8954366.000000 Penalty: 5329.365234
	Iteration 133Q: 3 clusters Score -8954366 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -8954368.000000 Penalty: 5329.365234
	Iteration 134Q: 3 clusters Score -8954368 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44701 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8954374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8954374.000000 Penalty: 5329.365234
	Iteration 136Q: 3 clusters Score -8954374 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44709 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -8954372.000000 Penalty: 5329.365234
	Iteration 137Q: 3 clusters Score -8954372 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8954362.000000 Penalty: 5329.365234
	Iteration 138Q: 3 clusters Score -8954362 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44715 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8954369 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -8954367.000000 Penalty: 5329.365234
	Iteration 140F: 3 clusters Score -8954367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8954360 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44718 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
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	Iteration 142F: 3 clusters Score -8954360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (6707 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Entering Unmasked Estep 
Score: -1165673.250000 Penalty: 2185.104980
	Iteration 0F: 2 clusters Score -1165673 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1160138.000000 Penalty: 4370.209961
	Iteration 0F: 3 clusters Score -1160138 nChanged 2697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1161722.125000 Penalty: 4370.209961
	Iteration 1F: 3 clusters Score -1161722 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -1162076 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1162336.750000 Penalty: 4370.209961
	Iteration 3F: 3 clusters Score -1162337 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 3661 members 
Entering Unmasked Estep 
Score: -1162573.500000 Penalty: 4370.209961
	Iteration 4Q: 3 clusters Score -1162574 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -1162819.500000 Penalty: 4370.209961
	Iteration 5Q: 3 clusters Score -1162820 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2956 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -1163055.875000 Penalty: 4370.209961
	Iteration 6Q: 3 clusters Score -1163056 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1163312.125000 Penalty: 4370.209961
	Iteration 7Q: 3 clusters Score -1163312 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1163593.500000 Penalty: 4370.209961
	Iteration 8Q: 3 clusters Score -1163594 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -1163893.875000 Penalty: 4370.209961
	Iteration 9Q: 3 clusters Score -1163894 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -1164169.750000 Penalty: 4370.209961
	Iteration 10Q: 3 clusters Score -1164170 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 3988 members 
Entering Unmasked Estep 
Score: -1164369.500000 Penalty: 4370.209961
	Iteration 11Q: 3 clusters Score -1164370 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1164536.750000 Penalty: 4370.209961
	Iteration 12Q: 3 clusters Score -1164537 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1164646.375000 Penalty: 4370.209961
	Iteration 13Q: 3 clusters Score -1164646 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1164720.125000 Penalty: 4370.209961
	Iteration 14Q: 3 clusters Score -1164720 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1164775.375000 Penalty: 4370.209961
	Iteration 15Q: 3 clusters Score -1164775 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4013 members 
Entering Unmasked Estep 
Score: -1164821.500000 Penalty: 4370.209961
	Iteration 16Q: 3 clusters Score -1164822 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1164868.250000 Penalty: 4370.209961
	Iteration 17Q: 3 clusters Score -1164868 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 4015 members 
Entering Unmasked Estep 
Score: -1164932.250000 Penalty: 4370.209961
	Iteration 18Q: 3 clusters Score -1164932 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -1164979.750000 Penalty: 4370.209961
	Iteration 19Q: 3 clusters Score -1164980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1165015.000000 Penalty: 4370.209961
	Iteration 20F: 3 clusters Score -1165015 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1165040.625000 Penalty: 4370.209961
	Iteration 21Q: 3 clusters Score -1165041 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1165066.000000 Penalty: 4370.209961
	Iteration 22Q: 3 clusters Score -1165066 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4021 members 
Entering Unmasked Estep 
Score: -1165079.625000 Penalty: 4370.209961
	Iteration 23Q: 3 clusters Score -1165080 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -1165090.750000 Penalty: 4370.209961
	Iteration 24Q: 3 clusters Score -1165091 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 4038 members 
Entering Unmasked Estep 
Score: -1165104.250000 Penalty: 4370.209961
	Iteration 25Q: 3 clusters Score -1165104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1165123.375000 Penalty: 4370.209961
	Iteration 26Q: 3 clusters Score -1165123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1165135.875000 Penalty: 4370.209961
	Iteration 27Q: 3 clusters Score -1165136 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2645 members 
Mstep: Class 2 contains 4062 members 
Entering Unmasked Estep 
Score: -1165146.250000 Penalty: 4370.209961
	Iteration 28Q: 3 clusters Score -1165146 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -1165155.875000 Penalty: 4370.209961
	Iteration 29Q: 3 clusters Score -1165156 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1165169.750000 Penalty: 4370.209961
	Iteration 30Q: 3 clusters Score -1165170 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1165182.000000 Penalty: 4370.209961
	Iteration 31Q: 3 clusters Score -1165182 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -1165191.125000 Penalty: 4370.209961
	Iteration 32Q: 3 clusters Score -1165191 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1165199.250000 Penalty: 4370.209961
	Iteration 33Q: 3 clusters Score -1165199 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 4131 members 
Entering Unmasked Estep 
Score: -1165204.000000 Penalty: 4370.209961
	Iteration 34Q: 3 clusters Score -1165204 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -1165209.000000 Penalty: 4370.209961
	Iteration 35Q: 3 clusters Score -1165209 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1165214.250000 Penalty: 4370.209961
	Iteration 36Q: 3 clusters Score -1165214 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1165219.500000 Penalty: 4370.209961
	Iteration 37Q: 3 clusters Score -1165220 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1165220.375000 Penalty: 4370.209961
	Iteration 38Q: 3 clusters Score -1165220 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -1165225.125000 Penalty: 4370.209961
	Iteration 39Q: 3 clusters Score -1165225 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1165232.875000 Penalty: 4370.209961
	Iteration 40F: 3 clusters Score -1165233 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2524 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -1165240.000000 Penalty: 4370.209961
	Iteration 41Q: 3 clusters Score -1165240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1165244.750000 Penalty: 4370.209961
	Iteration 42Q: 3 clusters Score -1165245 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -1165248.750000 Penalty: 4370.209961
	Iteration 43Q: 3 clusters Score -1165249 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -1165251.125000 Penalty: 4370.209961
	Iteration 44Q: 3 clusters Score -1165251 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -1165251.000000 Penalty: 4370.209961
	Iteration 45Q: 3 clusters Score -1165251 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -1165257.000000 Penalty: 4370.209961
	Iteration 46Q: 3 clusters Score -1165257 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -1165260.750000 Penalty: 4370.209961
	Iteration 47Q: 3 clusters Score -1165261 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 4245 members 
Entering Unmasked Estep 
Score: -1165262.625000 Penalty: 4370.209961
	Iteration 48Q: 3 clusters Score -1165263 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1165268.000000 Penalty: 4370.209961
	Iteration 49Q: 3 clusters Score -1165268 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -1165274.000000 Penalty: 4370.209961
	Iteration 50Q: 3 clusters Score -1165274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -1165279.375000 Penalty: 4370.209961
	Iteration 51Q: 3 clusters Score -1165279 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 4300 members 
Entering Unmasked Estep 
Score: -1165282.625000 Penalty: 4370.209961
	Iteration 52Q: 3 clusters Score -1165283 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 4315 members 
Entering Unmasked Estep 
Score: -1165284.875000 Penalty: 4370.209961
	Iteration 53Q: 3 clusters Score -1165285 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1165288.750000 Penalty: 4370.209961
	Iteration 54Q: 3 clusters Score -1165289 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 4327 members 
Entering Unmasked Estep 
Score: -1165293.875000 Penalty: 4370.209961
	Iteration 55Q: 3 clusters Score -1165294 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -1165295.000000 Penalty: 4370.209961
	Iteration 56Q: 3 clusters Score -1165295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -1165298.000000 Penalty: 4370.209961
	Iteration 57Q: 3 clusters Score -1165298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1165301.875000 Penalty: 4370.209961
	Iteration 58Q: 3 clusters Score -1165302 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1165307.500000 Penalty: 4370.209961
	Iteration 59Q: 3 clusters Score -1165308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 4393 members 
Entering Unmasked Estep 
Score: -1165311.250000 Penalty: 4370.209961
	Iteration 60F: 3 clusters Score -1165311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1165314.000000 Penalty: 4370.209961
	Iteration 61Q: 3 clusters Score -1165314 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1165314.625000 Penalty: 4370.209961
	Iteration 62Q: 3 clusters Score -1165315 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1165314.250000 Penalty: 4370.209961
	Iteration 63Q: 3 clusters Score -1165314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1165314.625000 Penalty: 4370.209961
	Iteration 64Q: 3 clusters Score -1165315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1165314.500000 Penalty: 4370.209961
	Iteration 65Q: 3 clusters Score -1165314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 4413 members 
Entering Unmasked Estep 
Score: -1165314.250000 Penalty: 4370.209961
	Iteration 66Q: 3 clusters Score -1165314 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1165315.500000 Penalty: 4370.209961
	Iteration 67Q: 3 clusters Score -1165316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1165316.125000 Penalty: 4370.209961
	Iteration 68Q: 3 clusters Score -1165316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 4418 members 
Entering Unmasked Estep 
Score: -1165315.375000 Penalty: 4370.209961
	Iteration 69Q: 3 clusters Score -1165315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1165315.750000 Penalty: 4370.209961
	Iteration 70Q: 3 clusters Score -1165316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1165316.375000 Penalty: 4370.209961
	Iteration 71Q: 3 clusters Score -1165316 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -1165316.375000 Penalty: 4370.209961
	Iteration 72F: 3 clusters Score -1165316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (31697 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Entering Unmasked Estep 
Score: -6214062.000000 Penalty: 2570.266357
	Iteration 0F: 2 clusters Score -6214062 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -6193410.000000 Penalty: 5140.532715
	Iteration 0F: 3 clusters Score -6193410 nChanged 14397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -6201400.000000 Penalty: 5140.532715
	Iteration 1F: 3 clusters Score -6201400 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -6202002.500000 Penalty: 5140.532715
	Iteration 2F: 3 clusters Score -6202002 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 17549 members 
Entering Unmasked Estep 
Score: -6202677.500000 Penalty: 5140.532715
	Iteration 3F: 3 clusters Score -6202678 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 18429 members 
Entering Unmasked Estep 
Score: -6203502.000000 Penalty: 5140.532715
	Iteration 4F: 3 clusters Score -6203502 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 19486 members 
Entering Unmasked Estep 
Score: -6204504.000000 Penalty: 5140.532715
	Iteration 5F: 3 clusters Score -6204504 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -6205684.500000 Penalty: 5140.532715
	Iteration 6F: 3 clusters Score -6205684 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9617 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -6207142.500000 Penalty: 5140.532715
	Iteration 7F: 3 clusters Score -6207142 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8361 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -6209063.500000 Penalty: 5140.532715
	Iteration 8F: 3 clusters Score -6209064 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7653 members 
Mstep: Class 2 contains 24044 members 
Entering Unmasked Estep 
Score: -6210860.000000 Penalty: 5140.532715
	Iteration 9F: 3 clusters Score -6210860 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 24287 members 
Entering Unmasked Estep 
Score: -6211564.500000 Penalty: 5140.532715
	Iteration 10Q: 3 clusters Score -6211564 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7320 members 
Mstep: Class 2 contains 24377 members 
Entering Unmasked Estep 
Score: -6211743.000000 Penalty: 5140.532715
	Iteration 11Q: 3 clusters Score -6211743 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 24434 members 
Entering Unmasked Estep 
Score: -6211809.000000 Penalty: 5140.532715
	Iteration 12Q: 3 clusters Score -6211809 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7239 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -6211844.500000 Penalty: 5140.532715
	Iteration 13Q: 3 clusters Score -6211844 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -6211857.500000 Penalty: 5140.532715
	Iteration 14Q: 3 clusters Score -6211858 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 24477 members 
Entering Unmasked Estep 
Score: -6211878.000000 Penalty: 5140.532715
	Iteration 15Q: 3 clusters Score -6211878 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -6211882.000000 Penalty: 5140.532715
	Iteration 16Q: 3 clusters Score -6211882 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -6211886.500000 Penalty: 5140.532715
	Iteration 17Q: 3 clusters Score -6211886 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7234 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -6211892.000000 Penalty: 5140.532715
	Iteration 18Q: 3 clusters Score -6211892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 24468 members 
Entering Unmasked Estep 
Score: -6211892.500000 Penalty: 5140.532715
	Iteration 19Q: 3 clusters Score -6211892 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -6211882.000000 Penalty: 5140.532715
	Iteration 20F: 3 clusters Score -6211882 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -6211875.000000 Penalty: 5140.532715
	Iteration 21Q: 3 clusters Score -6211875 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -6211881.000000 Penalty: 5140.532715
	Iteration 22Q: 3 clusters Score -6211881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -6211886.500000 Penalty: 5140.532715
	Iteration 23Q: 3 clusters Score -6211886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -6211892.000000 Penalty: 5140.532715
	Iteration 24Q: 3 clusters Score -6211892 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -6211886.000000 Penalty: 5140.532715
	Iteration 25Q: 3 clusters Score -6211886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -6211886.500000 Penalty: 5140.532715
	Iteration 26Q: 3 clusters Score -6211886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -6211885.000000 Penalty: 5140.532715
	Iteration 27Q: 3 clusters Score -6211885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -6211885.000000 Penalty: 5140.532715
	Iteration 28Q: 3 clusters Score -6211885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7230 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -6211882.500000 Penalty: 5140.532715
	Iteration 29Q: 3 clusters Score -6211882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7228 members 
Mstep: Class 2 contains 24469 members 
Entering Unmasked Estep 
Score: -6211881.500000 Penalty: 5140.532715
	Iteration 30Q: 3 clusters Score -6211882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -6211877.500000 Penalty: 5140.532715
	Iteration 31Q: 3 clusters Score -6211878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7226 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -6211882.500000 Penalty: 5140.532715
	Iteration 32Q: 3 clusters Score -6211882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7225 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -6211882.000000 Penalty: 5140.532715
	Iteration 33Q: 3 clusters Score -6211882 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7224 members 
Mstep: Class 2 contains 24473 members 
Entering Unmasked Estep 
Score: -6211882.500000 Penalty: 5140.532715
	Iteration 34Q: 3 clusters Score -6211882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -6211885.000000 Penalty: 5140.532715
	Iteration 35Q: 3 clusters Score -6211885 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -6211885.000000 Penalty: 5140.532715
	Iteration 36Q: 3 clusters Score -6211885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -6211885.000000 Penalty: 5140.532715
	Iteration 37Q: 3 clusters Score -6211885 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7219 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -6211885.000000 Penalty: 5140.532715
	Iteration 38F: 3 clusters Score -6211885 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (46484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46484 members 
Entering Unmasked Estep 
Score: -8759093.000000 Penalty: 2665.222168
	Iteration 0F: 2 clusters Score -8759093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 23270 members 
Entering Unmasked Estep 
Score: -8728205.000000 Penalty: 5330.444336
	Iteration 0F: 3 clusters Score -8728205 nChanged 21570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22566 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -8740229.000000 Penalty: 5330.444336
	Iteration 1F: 3 clusters Score -8740229 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 24299 members 
Entering Unmasked Estep 
Score: -8740799.000000 Penalty: 5330.444336
	Iteration 2Q: 3 clusters Score -8740799 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -8741348.000000 Penalty: 5330.444336
	Iteration 3Q: 3 clusters Score -8741348 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -8741954.000000 Penalty: 5330.444336
	Iteration 4Q: 3 clusters Score -8741954 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -8742562.000000 Penalty: 5330.444336
	Iteration 5Q: 3 clusters Score -8742562 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18937 members 
Mstep: Class 2 contains 27547 members 
Entering Unmasked Estep 
Score: -8743372.000000 Penalty: 5330.444336
	Iteration 6Q: 3 clusters Score -8743372 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 29041 members 
Entering Unmasked Estep 
Score: -8744281.000000 Penalty: 5330.444336
	Iteration 7Q: 3 clusters Score -8744281 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15705 members 
Mstep: Class 2 contains 30779 members 
Entering Unmasked Estep 
Score: -8745497.000000 Penalty: 5330.444336
	Iteration 8Q: 3 clusters Score -8745497 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -8747103.000000 Penalty: 5330.444336
	Iteration 9Q: 3 clusters Score -8747103 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11618 members 
Mstep: Class 2 contains 34866 members 
Entering Unmasked Estep 
Score: -8748958.000000 Penalty: 5330.444336
	Iteration 10F: 3 clusters Score -8748958 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9706 members 
Mstep: Class 2 contains 36778 members 
Entering Unmasked Estep 
Score: -8750793.000000 Penalty: 5330.444336
	Iteration 11Q: 3 clusters Score -8750793 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8164 members 
Mstep: Class 2 contains 38320 members 
Entering Unmasked Estep 
Score: -8752310.000000 Penalty: 5330.444336
	Iteration 12Q: 3 clusters Score -8752310 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 39449 members 
Entering Unmasked Estep 
Score: -8753333.000000 Penalty: 5330.444336
	Iteration 13Q: 3 clusters Score -8753333 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -8754008.000000 Penalty: 5330.444336
	Iteration 14Q: 3 clusters Score -8754008 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 41094 members 
Entering Unmasked Estep 
Score: -8754571.000000 Penalty: 5330.444336
	Iteration 15Q: 3 clusters Score -8754571 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 41699 members 
Entering Unmasked Estep 
Score: -8754906.000000 Penalty: 5330.444336
	Iteration 16Q: 3 clusters Score -8754906 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4300 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8755203.000000 Penalty: 5330.444336
	Iteration 17Q: 3 clusters Score -8755203 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3868 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -8755416.000000 Penalty: 5330.444336
	Iteration 18Q: 3 clusters Score -8755416 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 42973 members 
Entering Unmasked Estep 
Score: -8755595.000000 Penalty: 5330.444336
	Iteration 19Q: 3 clusters Score -8755595 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3161 members 
Mstep: Class 2 contains 43323 members 
Entering Unmasked Estep 
Score: -8755779.000000 Penalty: 5330.444336
	Iteration 20F: 3 clusters Score -8755779 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -8755926.000000 Penalty: 5330.444336
	Iteration 21Q: 3 clusters Score -8755926 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -8756018.000000 Penalty: 5330.444336
	Iteration 22Q: 3 clusters Score -8756018 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 44090 members 
Entering Unmasked Estep 
Score: -8756106.000000 Penalty: 5330.444336
	Iteration 23Q: 3 clusters Score -8756106 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8756176.000000 Penalty: 5330.444336
	Iteration 24Q: 3 clusters Score -8756176 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 44457 members 
Entering Unmasked Estep 
Score: -8756249.000000 Penalty: 5330.444336
	Iteration 25Q: 3 clusters Score -8756249 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 44607 members 
Entering Unmasked Estep 
Score: -8756296.000000 Penalty: 5330.444336
	Iteration 26Q: 3 clusters Score -8756296 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -8756380.000000 Penalty: 5330.444336
	Iteration 27Q: 3 clusters Score -8756380 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 44862 members 
Entering Unmasked Estep 
Score: -8756437.000000 Penalty: 5330.444336
	Iteration 28Q: 3 clusters Score -8756437 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 44953 members 
Entering Unmasked Estep 
Score: -8756475.000000 Penalty: 5330.444336
	Iteration 29Q: 3 clusters Score -8756475 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -8756519.000000 Penalty: 5330.444336
	Iteration 30Q: 3 clusters Score -8756519 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 45115 members 
Entering Unmasked Estep 
Score: -8756575.000000 Penalty: 5330.444336
	Iteration 31Q: 3 clusters Score -8756575 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 45188 members 
Entering Unmasked Estep 
Score: -8756612.000000 Penalty: 5330.444336
	Iteration 32Q: 3 clusters Score -8756612 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 45260 members 
Entering Unmasked Estep 
Score: -8756663.000000 Penalty: 5330.444336
	Iteration 33Q: 3 clusters Score -8756663 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 45307 members 
Entering Unmasked Estep 
Score: -8756681.000000 Penalty: 5330.444336
	Iteration 34Q: 3 clusters Score -8756681 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -8756699.000000 Penalty: 5330.444336
	Iteration 35Q: 3 clusters Score -8756699 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 45374 members 
Entering Unmasked Estep 
Score: -8756701.000000 Penalty: 5330.444336
	Iteration 36Q: 3 clusters Score -8756701 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -8756724.000000 Penalty: 5330.444336
	Iteration 37Q: 3 clusters Score -8756724 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -8756739.000000 Penalty: 5330.444336
	Iteration 38Q: 3 clusters Score -8756739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 45439 members 
Entering Unmasked Estep 
Score: -8756743.000000 Penalty: 5330.444336
	Iteration 39Q: 3 clusters Score -8756743 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 45454 members 
Entering Unmasked Estep 
Score: -8756739.000000 Penalty: 5330.444336
	Iteration 40F: 3 clusters Score -8756739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -8756752.000000 Penalty: 5330.444336
	Iteration 41Q: 3 clusters Score -8756752 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -8756755.000000 Penalty: 5330.444336
	Iteration 42Q: 3 clusters Score -8756755 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 45492 members 
Entering Unmasked Estep 
Score: -8756765.000000 Penalty: 5330.444336
	Iteration 43Q: 3 clusters Score -8756765 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -8756776.000000 Penalty: 5330.444336
	Iteration 44Q: 3 clusters Score -8756776 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 45519 members 
Entering Unmasked Estep 
Score: -8756774.000000 Penalty: 5330.444336
	Iteration 45Q: 3 clusters Score -8756774 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 45531 members 
Entering Unmasked Estep 
Score: -8756775.000000 Penalty: 5330.444336
	Iteration 46Q: 3 clusters Score -8756775 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -8756781.000000 Penalty: 5330.444336
	Iteration 47Q: 3 clusters Score -8756781 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 933 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -8756790.000000 Penalty: 5330.444336
	Iteration 48Q: 3 clusters Score -8756790 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 45565 members 
Entering Unmasked Estep 
Score: -8756793.000000 Penalty: 5330.444336
	Iteration 49Q: 3 clusters Score -8756793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8756800.000000 Penalty: 5330.444336
	Iteration 50Q: 3 clusters Score -8756800 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 45595 members 
Entering Unmasked Estep 
Score: -8756798.000000 Penalty: 5330.444336
	Iteration 51Q: 3 clusters Score -8756798 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 45605 members 
Entering Unmasked Estep 
Score: -8756813.000000 Penalty: 5330.444336
	Iteration 52Q: 3 clusters Score -8756813 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 45614 members 
Entering Unmasked Estep 
Score: -8756811.000000 Penalty: 5330.444336
	Iteration 53Q: 3 clusters Score -8756811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 45622 members 
Entering Unmasked Estep 
Score: -8756805.000000 Penalty: 5330.444336
	Iteration 54Q: 3 clusters Score -8756805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 858 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -8756808.000000 Penalty: 5330.444336
	Iteration 55Q: 3 clusters Score -8756808 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 45629 members 
Entering Unmasked Estep 
Score: -8756809.000000 Penalty: 5330.444336
	Iteration 56Q: 3 clusters Score -8756809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 45633 members 
Entering Unmasked Estep 
Score: -8756811.000000 Penalty: 5330.444336
	Iteration 57Q: 3 clusters Score -8756811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -8756820.000000 Penalty: 5330.444336
	Iteration 58Q: 3 clusters Score -8756820 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -8756821.000000 Penalty: 5330.444336
	Iteration 59Q: 3 clusters Score -8756821 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -8756821.000000 Penalty: 5330.444336
	Iteration 60F: 3 clusters Score -8756821 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (66837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66837 members 
Entering Unmasked Estep 
Score: -12167372.000000 Penalty: 2755.282959
	Iteration 0F: 2 clusters Score -1.216737e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33550 members 
Mstep: Class 2 contains 33287 members 
Entering Unmasked Estep 
Score: -12126058.000000 Penalty: 5510.565918
	Iteration 0F: 3 clusters Score -1.212606e+07 nChanged 31130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 32523 members 
Entering Unmasked Estep 
Score: -12143508.000000 Penalty: 5510.565918
	Iteration 1F: 3 clusters Score -1.214351e+07 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35062 members 
Mstep: Class 2 contains 31775 members 
Entering Unmasked Estep 
Score: -12144298.000000 Penalty: 5510.565918
	Iteration 2Q: 3 clusters Score -1.21443e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36164 members 
Mstep: Class 2 contains 30673 members 
Entering Unmasked Estep 
Score: -12145161.000000 Penalty: 5510.565918
	Iteration 3Q: 3 clusters Score -1.214516e+07 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 28983 members 
Entering Unmasked Estep 
Score: -12146262.000000 Penalty: 5510.565918
	Iteration 4Q: 3 clusters Score -1.214626e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40102 members 
Mstep: Class 2 contains 26735 members 
Entering Unmasked Estep 
Score: -12147600.000000 Penalty: 5510.565918
	Iteration 5Q: 3 clusters Score -1.21476e+07 nChanged 3647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43069 members 
Mstep: Class 2 contains 23768 members 
Entering Unmasked Estep 
Score: -12149615.000000 Penalty: 5510.565918
	Iteration 6F: 3 clusters Score -1.214962e+07 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46741 members 
Mstep: Class 2 contains 20096 members 
Entering Unmasked Estep 
Score: -12152400.000000 Penalty: 5510.565918
	Iteration 7F: 3 clusters Score -1.21524e+07 nChanged 4413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50658 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -12155650.000000 Penalty: 5510.565918
	Iteration 8F: 3 clusters Score -1.215565e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 12486 members 
Entering Unmasked Estep 
Score: -12158811.000000 Penalty: 5510.565918
	Iteration 9F: 3 clusters Score -1.215881e+07 nChanged 3104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57167 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -12161130.000000 Penalty: 5510.565918
	Iteration 10Q: 3 clusters Score -1.216113e+07 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59397 members 
Mstep: Class 2 contains 7440 members 
Entering Unmasked Estep 
Score: -12162658.000000 Penalty: 5510.565918
	Iteration 11Q: 3 clusters Score -1.216266e+07 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61097 members 
Mstep: Class 2 contains 5740 members 
Entering Unmasked Estep 
Score: -12163656.000000 Penalty: 5510.565918
	Iteration 12Q: 3 clusters Score -1.216366e+07 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62332 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -12164117.000000 Penalty: 5510.565918
	Iteration 13Q: 3 clusters Score -1.216412e+07 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63266 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -12164524.000000 Penalty: 5510.565918
	Iteration 14Q: 3 clusters Score -1.216452e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64024 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -12164843.000000 Penalty: 5510.565918
	Iteration 15Q: 3 clusters Score -1.216484e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -12165001.000000 Penalty: 5510.565918
	Iteration 16Q: 3 clusters Score -1.2165e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64999 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -12165146.000000 Penalty: 5510.565918
	Iteration 17Q: 3 clusters Score -1.216515e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65289 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -12165231.000000 Penalty: 5510.565918
	Iteration 18Q: 3 clusters Score -1.216523e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65504 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -12165292.000000 Penalty: 5510.565918
	Iteration 19Q: 3 clusters Score -1.216529e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -12165331.000000 Penalty: 5510.565918
	Iteration 20F: 3 clusters Score -1.216533e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65791 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -12165345.000000 Penalty: 5510.565918
	Iteration 21Q: 3 clusters Score -1.216534e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65876 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -12165349.000000 Penalty: 5510.565918
	Iteration 22Q: 3 clusters Score -1.216535e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65952 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -12165372.000000 Penalty: 5510.565918
	Iteration 23Q: 3 clusters Score -1.216537e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66002 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -12165388.000000 Penalty: 5510.565918
	Iteration 24Q: 3 clusters Score -1.216539e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66034 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -12165375.000000 Penalty: 5510.565918
	Iteration 25Q: 3 clusters Score -1.216538e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66056 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -12165398.000000 Penalty: 5510.565918
	Iteration 26Q: 3 clusters Score -1.21654e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66074 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12165393.000000 Penalty: 5510.565918
	Iteration 27Q: 3 clusters Score -1.216539e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66097 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -12165384.000000 Penalty: 5510.565918
	Iteration 28Q: 3 clusters Score -1.216538e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66115 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -12165382.000000 Penalty: 5510.565918
	Iteration 29Q: 3 clusters Score -1.216538e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66140 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -12165377.000000 Penalty: 5510.565918
	Iteration 30Q: 3 clusters Score -1.216538e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66152 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -12165373.000000 Penalty: 5510.565918
	Iteration 31Q: 3 clusters Score -1.216537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66154 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -12165381.000000 Penalty: 5510.565918
	Iteration 32Q: 3 clusters Score -1.216538e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -12165373.000000 Penalty: 5510.565918
	Iteration 33Q: 3 clusters Score -1.216537e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66157 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -12165376.000000 Penalty: 5510.565918
	Iteration 34Q: 3 clusters Score -1.216538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66162 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -12165374.000000 Penalty: 5510.565918
	Iteration 35Q: 3 clusters Score -1.216537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66165 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -12165382.000000 Penalty: 5510.565918
	Iteration 36Q: 3 clusters Score -1.216538e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66167 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -12165372.000000 Penalty: 5510.565918
	Iteration 37Q: 3 clusters Score -1.216537e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66168 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -12165363.000000 Penalty: 5510.565918
	Iteration 38Q: 3 clusters Score -1.216536e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66171 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -12165375.000000 Penalty: 5510.565918
	Iteration 39Q: 3 clusters Score -1.216538e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66174 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -12165377.000000 Penalty: 5510.565918
	Iteration 40F: 3 clusters Score -1.216538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66181 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -12165375.000000 Penalty: 5510.565918
	Iteration 41Q: 3 clusters Score -1.216538e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66188 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -12165367.000000 Penalty: 5510.565918
	Iteration 42Q: 3 clusters Score -1.216537e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12165370.000000 Penalty: 5510.565918
	Iteration 43Q: 3 clusters Score -1.216537e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66191 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -12165377.000000 Penalty: 5510.565918
	Iteration 44Q: 3 clusters Score -1.216538e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12165369.000000 Penalty: 5510.565918
	Iteration 45Q: 3 clusters Score -1.216537e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66190 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -12165369.000000 Penalty: 5510.565918
	Iteration 46F: 3 clusters Score -1.216537e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (54589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54589 members 
Entering Unmasked Estep 
Score: -10274518.000000 Penalty: 2705.081787
	Iteration 0F: 2 clusters Score -1.027452e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27235 members 
Mstep: Class 2 contains 27354 members 
Entering Unmasked Estep 
Score: -10238897.000000 Penalty: 5410.163574
	Iteration 0F: 3 clusters Score -1.02389e+07 nChanged 25328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26705 members 
Mstep: Class 2 contains 27884 members 
Entering Unmasked Estep 
Score: -10253000.000000 Penalty: 5410.163574
	Iteration 1F: 3 clusters Score -1.0253e+07 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26406 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -10253628.000000 Penalty: 5410.163574
	Iteration 2Q: 3 clusters Score -1.025363e+07 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 28622 members 
Entering Unmasked Estep 
Score: -10254129.000000 Penalty: 5410.163574
	Iteration 3Q: 3 clusters Score -1.025413e+07 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25373 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -10254453.000000 Penalty: 5410.163574
	Iteration 4Q: 3 clusters Score -1.025445e+07 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24576 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -10254859.000000 Penalty: 5410.163574
	Iteration 5Q: 3 clusters Score -1.025486e+07 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23426 members 
Mstep: Class 2 contains 31163 members 
Entering Unmasked Estep 
Score: -10255369.000000 Penalty: 5410.163574
	Iteration 6Q: 3 clusters Score -1.025537e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 32752 members 
Entering Unmasked Estep 
Score: -10256175.000000 Penalty: 5410.163574
	Iteration 7Q: 3 clusters Score -1.025618e+07 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19661 members 
Mstep: Class 2 contains 34928 members 
Entering Unmasked Estep 
Score: -10257412.000000 Penalty: 5410.163574
	Iteration 8Q: 3 clusters Score -1.025741e+07 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -10259150.000000 Penalty: 5410.163574
	Iteration 9F: 3 clusters Score -1.025915e+07 nChanged 3129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 40524 members 
Entering Unmasked Estep 
Score: -10261349.000000 Penalty: 5410.163574
	Iteration 10F: 3 clusters Score -1.026135e+07 nChanged 3383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -10263955.000000 Penalty: 5410.163574
	Iteration 11F: 3 clusters Score -1.026396e+07 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7633 members 
Mstep: Class 2 contains 46956 members 
Entering Unmasked Estep 
Score: -10266367.000000 Penalty: 5410.163574
	Iteration 12F: 3 clusters Score -1.026637e+07 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5141 members 
Mstep: Class 2 contains 49448 members 
Entering Unmasked Estep 
Score: -10268266.000000 Penalty: 5410.163574
	Iteration 13Q: 3 clusters Score -1.026827e+07 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 51172 members 
Entering Unmasked Estep 
Score: -10269657.000000 Penalty: 5410.163574
	Iteration 14Q: 3 clusters Score -1.026966e+07 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -10270506.000000 Penalty: 5410.163574
	Iteration 15Q: 3 clusters Score -1.027051e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 52913 members 
Entering Unmasked Estep 
Score: -10271061.000000 Penalty: 5410.163574
	Iteration 16Q: 3 clusters Score -1.027106e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 53313 members 
Entering Unmasked Estep 
Score: -10271391.000000 Penalty: 5410.163574
	Iteration 17Q: 3 clusters Score -1.027139e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 53544 members 
Entering Unmasked Estep 
Score: -10271631.000000 Penalty: 5410.163574
	Iteration 18Q: 3 clusters Score -1.027163e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 53700 members 
Entering Unmasked Estep 
Score: -10271778.000000 Penalty: 5410.163574
	Iteration 19Q: 3 clusters Score -1.027178e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 53792 members 
Entering Unmasked Estep 
Score: -10271870.000000 Penalty: 5410.163574
	Iteration 20F: 3 clusters Score -1.027187e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 53852 members 
Entering Unmasked Estep 
Score: -10271930.000000 Penalty: 5410.163574
	Iteration 21Q: 3 clusters Score -1.027193e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 53891 members 
Entering Unmasked Estep 
Score: -10271967.000000 Penalty: 5410.163574
	Iteration 22Q: 3 clusters Score -1.027197e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 53911 members 
Entering Unmasked Estep 
Score: -10271995.000000 Penalty: 5410.163574
	Iteration 23Q: 3 clusters Score -1.0272e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -10272030.000000 Penalty: 5410.163574
	Iteration 24Q: 3 clusters Score -1.027203e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -10272065.000000 Penalty: 5410.163574
	Iteration 25Q: 3 clusters Score -1.027206e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 53967 members 
Entering Unmasked Estep 
Score: -10272082.000000 Penalty: 5410.163574
	Iteration 26Q: 3 clusters Score -1.027208e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 53981 members 
Entering Unmasked Estep 
Score: -10272090.000000 Penalty: 5410.163574
	Iteration 27Q: 3 clusters Score -1.027209e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 53988 members 
Entering Unmasked Estep 
Score: -10272103.000000 Penalty: 5410.163574
	Iteration 28Q: 3 clusters Score -1.02721e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 53998 members 
Entering Unmasked Estep 
Score: -10272124.000000 Penalty: 5410.163574
	Iteration 29Q: 3 clusters Score -1.027212e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 53999 members 
Entering Unmasked Estep 
Score: -10272119.000000 Penalty: 5410.163574
	Iteration 30Q: 3 clusters Score -1.027212e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -10272123.000000 Penalty: 5410.163574
	Iteration 31Q: 3 clusters Score -1.027212e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 54004 members 
Entering Unmasked Estep 
Score: -10272125.000000 Penalty: 5410.163574
	Iteration 32Q: 3 clusters Score -1.027212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 54006 members 
Entering Unmasked Estep 
Score: -10272125.000000 Penalty: 5410.163574
	Iteration 33Q: 3 clusters Score -1.027212e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -10272139.000000 Penalty: 5410.163574
	Iteration 34Q: 3 clusters Score -1.027214e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 54011 members 
Entering Unmasked Estep 
Score: -10272146.000000 Penalty: 5410.163574
	Iteration 35Q: 3 clusters Score -1.027215e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -10272140.000000 Penalty: 5410.163574
	Iteration 36Q: 3 clusters Score -1.027214e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 54010 members 
Entering Unmasked Estep 
Score: -10272142.000000 Penalty: 5410.163574
	Iteration 37Q: 3 clusters Score -1.027214e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 54009 members 
Entering Unmasked Estep 
Score: -10272147.000000 Penalty: 5410.163574
	Iteration 38Q: 3 clusters Score -1.027215e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -10272138.000000 Penalty: 5410.163574
	Iteration 39Q: 3 clusters Score -1.027214e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 54008 members 
Entering Unmasked Estep 
Score: -10272138.000000 Penalty: 5410.163574
	Iteration 40F: 3 clusters Score -1.027214e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4601 members 
Entering Unmasked Estep 
Score: -853256.875000 Penalty: 2091.639160
	Iteration 0F: 2 clusters Score -853256.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -848985.687500 Penalty: 4183.278320
	Iteration 0F: 3 clusters Score -848985.7 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -849940.312500 Penalty: 4183.278320
	Iteration 1F: 3 clusters Score -849940.3 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -850142.437500 Penalty: 4183.278320
	Iteration 2F: 3 clusters Score -850142.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -850291.812500 Penalty: 4183.278320
	Iteration 3F: 3 clusters Score -850291.8 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2349 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -850404.750000 Penalty: 4183.278320
	Iteration 4Q: 3 clusters Score -850404.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -850472.750000 Penalty: 4183.278320
	Iteration 5Q: 3 clusters Score -850472.8 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2350 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -850540.000000 Penalty: 4183.278320
	Iteration 6Q: 3 clusters Score -850540 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -850601.437500 Penalty: 4183.278320
	Iteration 7Q: 3 clusters Score -850601.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2365 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -850644.125000 Penalty: 4183.278320
	Iteration 8Q: 3 clusters Score -850644.1 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -850685.187500 Penalty: 4183.278320
	Iteration 9Q: 3 clusters Score -850685.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2373 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -850720.625000 Penalty: 4183.278320
	Iteration 10Q: 3 clusters Score -850720.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -850756.062500 Penalty: 4183.278320
	Iteration 11Q: 3 clusters Score -850756.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -850796.250000 Penalty: 4183.278320
	Iteration 12Q: 3 clusters Score -850796.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 2278 members 
Entering Unmasked Estep 
Score: -850831.812500 Penalty: 4183.278320
	Iteration 13Q: 3 clusters Score -850831.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -850861.000000 Penalty: 4183.278320
	Iteration 14Q: 3 clusters Score -850861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -850884.000000 Penalty: 4183.278320
	Iteration 15Q: 3 clusters Score -850884 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -850901.937500 Penalty: 4183.278320
	Iteration 16Q: 3 clusters Score -850901.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2388 members 
Entering Unmasked Estep 
Score: -850919.812500 Penalty: 4183.278320
	Iteration 17Q: 3 clusters Score -850919.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -850943.687500 Penalty: 4183.278320
	Iteration 18Q: 3 clusters Score -850943.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -850960.062500 Penalty: 4183.278320
	Iteration 19Q: 3 clusters Score -850960.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -850975.500000 Penalty: 4183.278320
	Iteration 20F: 3 clusters Score -850975.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2504 members 
Entering Unmasked Estep 
Score: -850989.562500 Penalty: 4183.278320
	Iteration 21Q: 3 clusters Score -850989.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -851005.687500 Penalty: 4183.278320
	Iteration 22Q: 3 clusters Score -851005.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -851023.375000 Penalty: 4183.278320
	Iteration 23Q: 3 clusters Score -851023.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -851049.750000 Penalty: 4183.278320
	Iteration 24Q: 3 clusters Score -851049.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -851076.750000 Penalty: 4183.278320
	Iteration 25Q: 3 clusters Score -851076.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -851098.937500 Penalty: 4183.278320
	Iteration 26Q: 3 clusters Score -851098.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -851118.062500 Penalty: 4183.278320
	Iteration 27Q: 3 clusters Score -851118.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -851138.625000 Penalty: 4183.278320
	Iteration 28Q: 3 clusters Score -851138.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -851167.250000 Penalty: 4183.278320
	Iteration 29Q: 3 clusters Score -851167.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -851196.250000 Penalty: 4183.278320
	Iteration 30Q: 3 clusters Score -851196.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -851224.125000 Penalty: 4183.278320
	Iteration 31Q: 3 clusters Score -851224.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -851250.500000 Penalty: 4183.278320
	Iteration 32Q: 3 clusters Score -851250.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -851274.187500 Penalty: 4183.278320
	Iteration 33Q: 3 clusters Score -851274.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -851303.625000 Penalty: 4183.278320
	Iteration 34Q: 3 clusters Score -851303.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 2979 members 
Entering Unmasked Estep 
Score: -851327.750000 Penalty: 4183.278320
	Iteration 35Q: 3 clusters Score -851327.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 3003 members 
Entering Unmasked Estep 
Score: -851347.000000 Penalty: 4183.278320
	Iteration 36Q: 3 clusters Score -851347 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -851365.312500 Penalty: 4183.278320
	Iteration 37Q: 3 clusters Score -851365.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 3049 members 
Entering Unmasked Estep 
Score: -851378.812500 Penalty: 4183.278320
	Iteration 38Q: 3 clusters Score -851378.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -851390.500000 Penalty: 4183.278320
	Iteration 39Q: 3 clusters Score -851390.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -851398.562500 Penalty: 4183.278320
	Iteration 40F: 3 clusters Score -851398.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -851407.750000 Penalty: 4183.278320
	Iteration 41Q: 3 clusters Score -851407.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -851412.312500 Penalty: 4183.278320
	Iteration 42Q: 3 clusters Score -851412.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -851419.000000 Penalty: 4183.278320
	Iteration 43Q: 3 clusters Score -851419 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3128 members 
Entering Unmasked Estep 
Score: -851426.187500 Penalty: 4183.278320
	Iteration 44Q: 3 clusters Score -851426.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -851436.687500 Penalty: 4183.278320
	Iteration 45Q: 3 clusters Score -851436.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -851441.125000 Penalty: 4183.278320
	Iteration 46Q: 3 clusters Score -851441.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 3162 members 
Entering Unmasked Estep 
Score: -851448.000000 Penalty: 4183.278320
	Iteration 47Q: 3 clusters Score -851448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 3168 members 
Entering Unmasked Estep 
Score: -851450.312500 Penalty: 4183.278320
	Iteration 48Q: 3 clusters Score -851450.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -851453.062500 Penalty: 4183.278320
	Iteration 49Q: 3 clusters Score -851453.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -851457.062500 Penalty: 4183.278320
	Iteration 50Q: 3 clusters Score -851457.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -851458.625000 Penalty: 4183.278320
	Iteration 51Q: 3 clusters Score -851458.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -851462.250000 Penalty: 4183.278320
	Iteration 52Q: 3 clusters Score -851462.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -851464.437500 Penalty: 4183.278320
	Iteration 53Q: 3 clusters Score -851464.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -851463.625000 Penalty: 4183.278320
	Iteration 54Q: 3 clusters Score -851463.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -851465.312500 Penalty: 4183.278320
	Iteration 55Q: 3 clusters Score -851465.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -851465.500000 Penalty: 4183.278320
	Iteration 56Q: 3 clusters Score -851465.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -851467.562500 Penalty: 4183.278320
	Iteration 57Q: 3 clusters Score -851467.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 3183 members 
Entering Unmasked Estep 
Score: -851468.062500 Penalty: 4183.278320
	Iteration 58Q: 3 clusters Score -851468.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 3186 members 
Entering Unmasked Estep 
Score: -851469.437500 Penalty: 4183.278320
	Iteration 59Q: 3 clusters Score -851469.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -851469.500000 Penalty: 4183.278320
	Iteration 60F: 3 clusters Score -851469.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -851472.937500 Penalty: 4183.278320
	Iteration 61Q: 3 clusters Score -851472.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 3195 members 
Entering Unmasked Estep 
Score: -851474.500000 Penalty: 4183.278320
	Iteration 62Q: 3 clusters Score -851474.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -851473.437500 Penalty: 4183.278320
	Iteration 63Q: 3 clusters Score -851473.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -851476.437500 Penalty: 4183.278320
	Iteration 64Q: 3 clusters Score -851476.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -851477.000000 Penalty: 4183.278320
	Iteration 65Q: 3 clusters Score -851477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -851477.625000 Penalty: 4183.278320
	Iteration 66Q: 3 clusters Score -851477.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -851478.937500 Penalty: 4183.278320
	Iteration 67Q: 3 clusters Score -851478.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -851481.250000 Penalty: 4183.278320
	Iteration 68Q: 3 clusters Score -851481.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -851481.312500 Penalty: 4183.278320
	Iteration 69Q: 3 clusters Score -851481.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 3214 members 
Entering Unmasked Estep 
Score: -851481.000000 Penalty: 4183.278320
	Iteration 70Q: 3 clusters Score -851481 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -851482.812500 Penalty: 4183.278320
	Iteration 71Q: 3 clusters Score -851482.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1381 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -851482.750000 Penalty: 4183.278320
	Iteration 72Q: 3 clusters Score -851482.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -851482.562500 Penalty: 4183.278320
	Iteration 73Q: 3 clusters Score -851482.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -851483.187500 Penalty: 4183.278320
	Iteration 74Q: 3 clusters Score -851483.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -851484.125000 Penalty: 4183.278320
	Iteration 75Q: 3 clusters Score -851484.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 3224 members 
Entering Unmasked Estep 
Score: -851483.500000 Penalty: 4183.278320
	Iteration 76Q: 3 clusters Score -851483.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -851484.250000 Penalty: 4183.278320
	Iteration 77Q: 3 clusters Score -851484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 3226 members 
Entering Unmasked Estep 
Score: -851485.562500 Penalty: 4183.278320
	Iteration 78Q: 3 clusters Score -851485.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -851486.437500 Penalty: 4183.278320
	Iteration 79Q: 3 clusters Score -851486.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 3227 members 
Entering Unmasked Estep 
Score: -851486.437500 Penalty: 4183.278320
	Iteration 80F: 3 clusters Score -851486.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (33512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Entering Unmasked Estep 
Score: -6413441.500000 Penalty: 2584.075439
	Iteration 0F: 2 clusters Score -6413442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -6391909.000000 Penalty: 5168.150879
	Iteration 0F: 3 clusters Score -6391909 nChanged 15273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16659 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -6400364.000000 Penalty: 5168.150879
	Iteration 1F: 3 clusters Score -6400364 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16532 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -6400904.000000 Penalty: 5168.150879
	Iteration 2Q: 3 clusters Score -6400904 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -6401429.500000 Penalty: 5168.150879
	Iteration 3Q: 3 clusters Score -6401430 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16184 members 
Mstep: Class 2 contains 17328 members 
Entering Unmasked Estep 
Score: -6401879.500000 Penalty: 5168.150879
	Iteration 4Q: 3 clusters Score -6401880 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -6402289.500000 Penalty: 5168.150879
	Iteration 5Q: 3 clusters Score -6402290 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -6402707.000000 Penalty: 5168.150879
	Iteration 6Q: 3 clusters Score -6402707 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 18262 members 
Entering Unmasked Estep 
Score: -6403249.000000 Penalty: 5168.150879
	Iteration 7Q: 3 clusters Score -6403249 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14740 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -6403759.000000 Penalty: 5168.150879
	Iteration 8Q: 3 clusters Score -6403759 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 19330 members 
Entering Unmasked Estep 
Score: -6404359.500000 Penalty: 5168.150879
	Iteration 9Q: 3 clusters Score -6404360 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -6405080.500000 Penalty: 5168.150879
	Iteration 10Q: 3 clusters Score -6405080 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -6405835.000000 Penalty: 5168.150879
	Iteration 11Q: 3 clusters Score -6405835 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12105 members 
Mstep: Class 2 contains 21407 members 
Entering Unmasked Estep 
Score: -6406661.500000 Penalty: 5168.150879
	Iteration 12Q: 3 clusters Score -6406662 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11517 members 
Mstep: Class 2 contains 21995 members 
Entering Unmasked Estep 
Score: -6407444.000000 Penalty: 5168.150879
	Iteration 13Q: 3 clusters Score -6407444 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11001 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -6408052.000000 Penalty: 5168.150879
	Iteration 14Q: 3 clusters Score -6408052 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -6408504.500000 Penalty: 5168.150879
	Iteration 15Q: 3 clusters Score -6408504 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -6408779.500000 Penalty: 5168.150879
	Iteration 16Q: 3 clusters Score -6408780 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -6408987.500000 Penalty: 5168.150879
	Iteration 17Q: 3 clusters Score -6408988 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 24315 members 
Entering Unmasked Estep 
Score: -6409130.000000 Penalty: 5168.150879
	Iteration 18Q: 3 clusters Score -6409130 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8810 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -6409280.500000 Penalty: 5168.150879
	Iteration 19Q: 3 clusters Score -6409280 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8441 members 
Mstep: Class 2 contains 25071 members 
Entering Unmasked Estep 
Score: -6409414.000000 Penalty: 5168.150879
	Iteration 20F: 3 clusters Score -6409414 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8127 members 
Mstep: Class 2 contains 25385 members 
Entering Unmasked Estep 
Score: -6409508.000000 Penalty: 5168.150879
	Iteration 21Q: 3 clusters Score -6409508 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -6409607.500000 Penalty: 5168.150879
	Iteration 22Q: 3 clusters Score -6409608 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 25993 members 
Entering Unmasked Estep 
Score: -6409709.000000 Penalty: 5168.150879
	Iteration 23Q: 3 clusters Score -6409709 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 26272 members 
Entering Unmasked Estep 
Score: -6409827.000000 Penalty: 5168.150879
	Iteration 24Q: 3 clusters Score -6409827 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 26575 members 
Entering Unmasked Estep 
Score: -6409938.000000 Penalty: 5168.150879
	Iteration 25Q: 3 clusters Score -6409938 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6654 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -6410023.500000 Penalty: 5168.150879
	Iteration 26Q: 3 clusters Score -6410024 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -6410097.000000 Penalty: 5168.150879
	Iteration 27Q: 3 clusters Score -6410097 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6146 members 
Mstep: Class 2 contains 27366 members 
Entering Unmasked Estep 
Score: -6410203.500000 Penalty: 5168.150879
	Iteration 28Q: 3 clusters Score -6410204 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5913 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6410285.500000 Penalty: 5168.150879
	Iteration 29Q: 3 clusters Score -6410286 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5695 members 
Mstep: Class 2 contains 27817 members 
Entering Unmasked Estep 
Score: -6410338.000000 Penalty: 5168.150879
	Iteration 30Q: 3 clusters Score -6410338 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 28040 members 
Entering Unmasked Estep 
Score: -6410398.000000 Penalty: 5168.150879
	Iteration 31Q: 3 clusters Score -6410398 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5263 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -6410467.000000 Penalty: 5168.150879
	Iteration 32Q: 3 clusters Score -6410467 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5079 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -6410473.000000 Penalty: 5168.150879
	Iteration 33Q: 3 clusters Score -6410473 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 28615 members 
Entering Unmasked Estep 
Score: -6410526.500000 Penalty: 5168.150879
	Iteration 34Q: 3 clusters Score -6410526 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4715 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -6410583.500000 Penalty: 5168.150879
	Iteration 35Q: 3 clusters Score -6410584 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 28943 members 
Entering Unmasked Estep 
Score: -6410631.500000 Penalty: 5168.150879
	Iteration 36Q: 3 clusters Score -6410632 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -6410661.500000 Penalty: 5168.150879
	Iteration 37Q: 3 clusters Score -6410662 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 29226 members 
Entering Unmasked Estep 
Score: -6410668.500000 Penalty: 5168.150879
	Iteration 38Q: 3 clusters Score -6410668 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 29364 members 
Entering Unmasked Estep 
Score: -6410695.500000 Penalty: 5168.150879
	Iteration 39Q: 3 clusters Score -6410696 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 29487 members 
Entering Unmasked Estep 
Score: -6410708.500000 Penalty: 5168.150879
	Iteration 40F: 3 clusters Score -6410708 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -6410719.500000 Penalty: 5168.150879
	Iteration 41Q: 3 clusters Score -6410720 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 29723 members 
Entering Unmasked Estep 
Score: -6410740.000000 Penalty: 5168.150879
	Iteration 42Q: 3 clusters Score -6410740 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 29827 members 
Entering Unmasked Estep 
Score: -6410773.500000 Penalty: 5168.150879
	Iteration 43Q: 3 clusters Score -6410774 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 29925 members 
Entering Unmasked Estep 
Score: -6410800.500000 Penalty: 5168.150879
	Iteration 44Q: 3 clusters Score -6410800 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -6410823.000000 Penalty: 5168.150879
	Iteration 45Q: 3 clusters Score -6410823 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 30114 members 
Entering Unmasked Estep 
Score: -6410856.500000 Penalty: 5168.150879
	Iteration 46Q: 3 clusters Score -6410856 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 30196 members 
Entering Unmasked Estep 
Score: -6410886.000000 Penalty: 5168.150879
	Iteration 47Q: 3 clusters Score -6410886 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -6410917.500000 Penalty: 5168.150879
	Iteration 48Q: 3 clusters Score -6410918 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3160 members 
Mstep: Class 2 contains 30352 members 
Entering Unmasked Estep 
Score: -6410947.000000 Penalty: 5168.150879
	Iteration 49Q: 3 clusters Score -6410947 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 30447 members 
Entering Unmasked Estep 
Score: -6410966.500000 Penalty: 5168.150879
	Iteration 50Q: 3 clusters Score -6410966 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 30526 members 
Entering Unmasked Estep 
Score: -6410977.500000 Penalty: 5168.150879
	Iteration 51Q: 3 clusters Score -6410978 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -6411008.500000 Penalty: 5168.150879
	Iteration 52Q: 3 clusters Score -6411008 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -6411028.500000 Penalty: 5168.150879
	Iteration 53Q: 3 clusters Score -6411028 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2775 members 
Mstep: Class 2 contains 30737 members 
Entering Unmasked Estep 
Score: -6411046.500000 Penalty: 5168.150879
	Iteration 54Q: 3 clusters Score -6411046 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 30811 members 
Entering Unmasked Estep 
Score: -6411074.500000 Penalty: 5168.150879
	Iteration 55Q: 3 clusters Score -6411074 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 30869 members 
Entering Unmasked Estep 
Score: -6411095.000000 Penalty: 5168.150879
	Iteration 56Q: 3 clusters Score -6411095 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 30925 members 
Entering Unmasked Estep 
Score: -6411097.000000 Penalty: 5168.150879
	Iteration 57Q: 3 clusters Score -6411097 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -6411122.000000 Penalty: 5168.150879
	Iteration 58Q: 3 clusters Score -6411122 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -6411128.000000 Penalty: 5168.150879
	Iteration 59Q: 3 clusters Score -6411128 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -6411141.000000 Penalty: 5168.150879
	Iteration 60F: 3 clusters Score -6411141 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -6411146.500000 Penalty: 5168.150879
	Iteration 61Q: 3 clusters Score -6411146 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -6411163.500000 Penalty: 5168.150879
	Iteration 62Q: 3 clusters Score -6411164 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -6411183.500000 Penalty: 5168.150879
	Iteration 63Q: 3 clusters Score -6411184 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 31297 members 
Entering Unmasked Estep 
Score: -6411184.500000 Penalty: 5168.150879
	Iteration 64Q: 3 clusters Score -6411184 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 31335 members 
Entering Unmasked Estep 
Score: -6411202.500000 Penalty: 5168.150879
	Iteration 65Q: 3 clusters Score -6411202 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -6411218.000000 Penalty: 5168.150879
	Iteration 66Q: 3 clusters Score -6411218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 31384 members 
Entering Unmasked Estep 
Score: -6411229.000000 Penalty: 5168.150879
	Iteration 67Q: 3 clusters Score -6411229 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -6411233.500000 Penalty: 5168.150879
	Iteration 68Q: 3 clusters Score -6411234 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 31428 members 
Entering Unmasked Estep 
Score: -6411240.000000 Penalty: 5168.150879
	Iteration 69Q: 3 clusters Score -6411240 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 31444 members 
Entering Unmasked Estep 
Score: -6411237.000000 Penalty: 5168.150879
	Iteration 70Q: 3 clusters Score -6411237 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -6411246.000000 Penalty: 5168.150879
	Iteration 71Q: 3 clusters Score -6411246 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 31464 members 
Entering Unmasked Estep 
Score: -6411249.000000 Penalty: 5168.150879
	Iteration 72Q: 3 clusters Score -6411249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2036 members 
Mstep: Class 2 contains 31476 members 
Entering Unmasked Estep 
Score: -6411256.500000 Penalty: 5168.150879
	Iteration 73Q: 3 clusters Score -6411256 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -6411267.000000 Penalty: 5168.150879
	Iteration 74Q: 3 clusters Score -6411267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 31526 members 
Entering Unmasked Estep 
Score: -6411256.500000 Penalty: 5168.150879
	Iteration 75Q: 3 clusters Score -6411256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 31544 members 
Entering Unmasked Estep 
Score: -6411256.500000 Penalty: 5168.150879
	Iteration 76Q: 3 clusters Score -6411256 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 31572 members 
Entering Unmasked Estep 
Score: -6411260.000000 Penalty: 5168.150879
	Iteration 77Q: 3 clusters Score -6411260 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 31603 members 
Entering Unmasked Estep 
Score: -6411268.000000 Penalty: 5168.150879
	Iteration 78Q: 3 clusters Score -6411268 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 31625 members 
Entering Unmasked Estep 
Score: -6411276.500000 Penalty: 5168.150879
	Iteration 79Q: 3 clusters Score -6411276 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 31645 members 
Entering Unmasked Estep 
Score: -6411270.000000 Penalty: 5168.150879
	Iteration 80F: 3 clusters Score -6411270 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1856 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -6411270.000000 Penalty: 5168.150879
	Iteration 81Q: 3 clusters Score -6411270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1844 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -6411281.000000 Penalty: 5168.150879
	Iteration 82Q: 3 clusters Score -6411281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -6411287.500000 Penalty: 5168.150879
	Iteration 83Q: 3 clusters Score -6411288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 31684 members 
Entering Unmasked Estep 
Score: -6411288.500000 Penalty: 5168.150879
	Iteration 84Q: 3 clusters Score -6411288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -6411284.500000 Penalty: 5168.150879
	Iteration 85Q: 3 clusters Score -6411284 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 31700 members 
Entering Unmasked Estep 
Score: -6411285.500000 Penalty: 5168.150879
	Iteration 86Q: 3 clusters Score -6411286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 31706 members 
Entering Unmasked Estep 
Score: -6411295.500000 Penalty: 5168.150879
	Iteration 87Q: 3 clusters Score -6411296 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 31714 members 
Entering Unmasked Estep 
Score: -6411291.500000 Penalty: 5168.150879
	Iteration 88Q: 3 clusters Score -6411292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 31718 members 
Entering Unmasked Estep 
Score: -6411297.000000 Penalty: 5168.150879
	Iteration 89Q: 3 clusters Score -6411297 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 31729 members 
Entering Unmasked Estep 
Score: -6411302.000000 Penalty: 5168.150879
	Iteration 90Q: 3 clusters Score -6411302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1772 members 
Mstep: Class 2 contains 31740 members 
Entering Unmasked Estep 
Score: -6411295.000000 Penalty: 5168.150879
	Iteration 91Q: 3 clusters Score -6411295 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 31752 members 
Entering Unmasked Estep 
Score: -6411297.500000 Penalty: 5168.150879
	Iteration 92Q: 3 clusters Score -6411298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -6411298.500000 Penalty: 5168.150879
	Iteration 93Q: 3 clusters Score -6411298 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -6411307.000000 Penalty: 5168.150879
	Iteration 94Q: 3 clusters Score -6411307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 31781 members 
Entering Unmasked Estep 
Score: -6411304.000000 Penalty: 5168.150879
	Iteration 95Q: 3 clusters Score -6411304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -6411310.000000 Penalty: 5168.150879
	Iteration 96Q: 3 clusters Score -6411310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
Score: -6411302.000000 Penalty: 5168.150879
	Iteration 97Q: 3 clusters Score -6411302 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 31801 members 
Entering Unmasked Estep 
Score: -6411302.500000 Penalty: 5168.150879
	Iteration 98Q: 3 clusters Score -6411302 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -6411306.500000 Penalty: 5168.150879
	Iteration 99Q: 3 clusters Score -6411306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 31812 members 
Entering Unmasked Estep 
Score: -6411304.000000 Penalty: 5168.150879
	Iteration 100F: 3 clusters Score -6411304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1694 members 
Mstep: Class 2 contains 31818 members 
Entering Unmasked Estep 
Score: -6411312.500000 Penalty: 5168.150879
	Iteration 101Q: 3 clusters Score -6411312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 31825 members 
Entering Unmasked Estep 
Score: -6411321.500000 Penalty: 5168.150879
	Iteration 102Q: 3 clusters Score -6411322 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Mstep: Class 2 contains 31833 members 
Entering Unmasked Estep 
Score: -6411317.000000 Penalty: 5168.150879
	Iteration 103Q: 3 clusters Score -6411317 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 31841 members 
Entering Unmasked Estep 
Score: -6411313.000000 Penalty: 5168.150879
	Iteration 104Q: 3 clusters Score -6411313 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -6411312.000000 Penalty: 5168.150879
	Iteration 105Q: 3 clusters Score -6411312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -6411310.500000 Penalty: 5168.150879
	Iteration 106Q: 3 clusters Score -6411310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 31845 members 
Entering Unmasked Estep 
Score: -6411310.500000 Penalty: 5168.150879
	Iteration 107F: 3 clusters Score -6411310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (713 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Entering Unmasked Estep 
Score: -118476.476562 Penalty: 1629.231323
	Iteration 0F: 2 clusters Score -118476.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -116806.984375 Penalty: 3258.462646
	Iteration 0F: 3 clusters Score -116807 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -117114.601562 Penalty: 3258.462646
	Iteration 1F: 3 clusters Score -117114.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -117232.921875 Penalty: 3258.462646
	Iteration 2F: 3 clusters Score -117232.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -117294.492188 Penalty: 3258.462646
	Iteration 3Q: 3 clusters Score -117294.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -117354.359375 Penalty: 3258.462646
	Iteration 4Q: 3 clusters Score -117354.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -117403.937500 Penalty: 3258.462646
	Iteration 5Q: 3 clusters Score -117403.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -117442.593750 Penalty: 3258.462646
	Iteration 6Q: 3 clusters Score -117442.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -117465.257812 Penalty: 3258.462646
	Iteration 7Q: 3 clusters Score -117465.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117473.812500 Penalty: 3258.462646
	Iteration 8Q: 3 clusters Score -117473.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -117480.171875 Penalty: 3258.462646
	Iteration 9Q: 3 clusters Score -117480.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117481.687500 Penalty: 3258.462646
	Iteration 10Q: 3 clusters Score -117481.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -117481.687500 Penalty: 3258.462646
	Iteration 11F: 3 clusters Score -117481.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45499 members 
Entering Unmasked Estep 
Score: -8752674.000000 Penalty: 2659.910645
	Iteration 0F: 2 clusters Score -8752674 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -8726085.000000 Penalty: 5319.821289
	Iteration 0F: 3 clusters Score -8726085 nChanged 20994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21439 members 
Mstep: Class 2 contains 24060 members 
Entering Unmasked Estep 
Score: -8737763.000000 Penalty: 5319.821289
	Iteration 1F: 3 clusters Score -8737763 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 24695 members 
Entering Unmasked Estep 
Score: -8738396.000000 Penalty: 5319.821289
	Iteration 2Q: 3 clusters Score -8738396 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 25438 members 
Entering Unmasked Estep 
Score: -8739218.000000 Penalty: 5319.821289
	Iteration 3Q: 3 clusters Score -8739218 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19065 members 
Mstep: Class 2 contains 26434 members 
Entering Unmasked Estep 
Score: -8740354.000000 Penalty: 5319.821289
	Iteration 4F: 3 clusters Score -8740354 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17905 members 
Mstep: Class 2 contains 27594 members 
Entering Unmasked Estep 
Score: -8742019.000000 Penalty: 5319.821289
	Iteration 5F: 3 clusters Score -8742019 nChanged 2914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 28734 members 
Entering Unmasked Estep 
Score: -8744468.000000 Penalty: 5319.821289
	Iteration 6F: 3 clusters Score -8744468 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 29542 members 
Entering Unmasked Estep 
Score: -8747327.000000 Penalty: 5319.821289
	Iteration 7F: 3 clusters Score -8747327 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 29819 members 
Entering Unmasked Estep 
Score: -8749410.000000 Penalty: 5319.821289
	Iteration 8F: 3 clusters Score -8749410 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -8750470.000000 Penalty: 5319.821289
	Iteration 9Q: 3 clusters Score -8750470 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -8750992.000000 Penalty: 5319.821289
	Iteration 10Q: 3 clusters Score -8750992 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 29380 members 
Entering Unmasked Estep 
Score: -8751337.000000 Penalty: 5319.821289
	Iteration 11Q: 3 clusters Score -8751337 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16252 members 
Mstep: Class 2 contains 29247 members 
Entering Unmasked Estep 
Score: -8751636.000000 Penalty: 5319.821289
	Iteration 12Q: 3 clusters Score -8751636 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -8751872.000000 Penalty: 5319.821289
	Iteration 13Q: 3 clusters Score -8751872 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16505 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -8751986.000000 Penalty: 5319.821289
	Iteration 14Q: 3 clusters Score -8751986 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -8752102.000000 Penalty: 5319.821289
	Iteration 15Q: 3 clusters Score -8752102 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -8752154.000000 Penalty: 5319.821289
	Iteration 16Q: 3 clusters Score -8752154 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 28177 members 
Entering Unmasked Estep 
Score: -8752222.000000 Penalty: 5319.821289
	Iteration 17Q: 3 clusters Score -8752222 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 27936 members 
Entering Unmasked Estep 
Score: -8752223.000000 Penalty: 5319.821289
	Iteration 18Q: 3 clusters Score -8752223 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -8752243.000000 Penalty: 5319.821289
	Iteration 19Q: 3 clusters Score -8752243 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 27415 members 
Entering Unmasked Estep 
Score: -8752251.000000 Penalty: 5319.821289
	Iteration 20F: 3 clusters Score -8752251 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Mstep: Class 2 contains 27116 members 
Entering Unmasked Estep 
Score: -8752260.000000 Penalty: 5319.821289
	Iteration 21Q: 3 clusters Score -8752260 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 26824 members 
Entering Unmasked Estep 
Score: -8752270.000000 Penalty: 5319.821289
	Iteration 22Q: 3 clusters Score -8752270 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 26504 members 
Entering Unmasked Estep 
Score: -8752287.000000 Penalty: 5319.821289
	Iteration 23Q: 3 clusters Score -8752287 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19377 members 
Mstep: Class 2 contains 26122 members 
Entering Unmasked Estep 
Score: -8752302.000000 Penalty: 5319.821289
	Iteration 24Q: 3 clusters Score -8752302 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -8752317.000000 Penalty: 5319.821289
	Iteration 25Q: 3 clusters Score -8752317 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20058 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -8752301.000000 Penalty: 5319.821289
	Iteration 26Q: 3 clusters Score -8752301 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20398 members 
Mstep: Class 2 contains 25101 members 
Entering Unmasked Estep 
Score: -8752315.000000 Penalty: 5319.821289
	Iteration 27Q: 3 clusters Score -8752315 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 24772 members 
Entering Unmasked Estep 
Score: -8752310.000000 Penalty: 5319.821289
	Iteration 28Q: 3 clusters Score -8752310 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 24457 members 
Entering Unmasked Estep 
Score: -8752269.000000 Penalty: 5319.821289
	Iteration 29Q: 3 clusters Score -8752269 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 24157 members 
Entering Unmasked Estep 
Score: -8752276.000000 Penalty: 5319.821289
	Iteration 30Q: 3 clusters Score -8752276 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21711 members 
Mstep: Class 2 contains 23788 members 
Entering Unmasked Estep 
Score: -8752274.000000 Penalty: 5319.821289
	Iteration 31Q: 3 clusters Score -8752274 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -8752310.000000 Penalty: 5319.821289
	Iteration 32Q: 3 clusters Score -8752310 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
Score: -8752300.000000 Penalty: 5319.821289
	Iteration 33Q: 3 clusters Score -8752300 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22870 members 
Mstep: Class 2 contains 22629 members 
Entering Unmasked Estep 
Score: -8752334.000000 Penalty: 5319.821289
	Iteration 34Q: 3 clusters Score -8752334 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 22267 members 
Entering Unmasked Estep 
Score: -8752370.000000 Penalty: 5319.821289
	Iteration 35Q: 3 clusters Score -8752370 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 21903 members 
Entering Unmasked Estep 
Score: -8752328.000000 Penalty: 5319.821289
	Iteration 36Q: 3 clusters Score -8752328 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 21567 members 
Entering Unmasked Estep 
Score: -8752370.000000 Penalty: 5319.821289
	Iteration 37Q: 3 clusters Score -8752370 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24226 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -8752380.000000 Penalty: 5319.821289
	Iteration 38Q: 3 clusters Score -8752380 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24497 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -8752396.000000 Penalty: 5319.821289
	Iteration 39Q: 3 clusters Score -8752396 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -8752399.000000 Penalty: 5319.821289
	Iteration 40F: 3 clusters Score -8752399 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -8752396.000000 Penalty: 5319.821289
	Iteration 41Q: 3 clusters Score -8752396 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25159 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -8752372.000000 Penalty: 5319.821289
	Iteration 42Q: 3 clusters Score -8752372 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25381 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -8752399.000000 Penalty: 5319.821289
	Iteration 43Q: 3 clusters Score -8752399 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 19942 members 
Entering Unmasked Estep 
Score: -8752406.000000 Penalty: 5319.821289
	Iteration 44Q: 3 clusters Score -8752406 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25722 members 
Mstep: Class 2 contains 19777 members 
Entering Unmasked Estep 
Score: -8752409.000000 Penalty: 5319.821289
	Iteration 45Q: 3 clusters Score -8752409 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25960 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
Score: -8752428.000000 Penalty: 5319.821289
	Iteration 46Q: 3 clusters Score -8752428 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26209 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -8752423.000000 Penalty: 5319.821289
	Iteration 47Q: 3 clusters Score -8752423 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 19017 members 
Entering Unmasked Estep 
Score: -8752431.000000 Penalty: 5319.821289
	Iteration 48Q: 3 clusters Score -8752431 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26726 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -8752393.000000 Penalty: 5319.821289
	Iteration 49Q: 3 clusters Score -8752393 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26970 members 
Mstep: Class 2 contains 18529 members 
Entering Unmasked Estep 
Score: -8752435.000000 Penalty: 5319.821289
	Iteration 50Q: 3 clusters Score -8752435 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 18287 members 
Entering Unmasked Estep 
Score: -8752440.000000 Penalty: 5319.821289
	Iteration 51Q: 3 clusters Score -8752440 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27451 members 
Mstep: Class 2 contains 18048 members 
Entering Unmasked Estep 
Score: -8752421.000000 Penalty: 5319.821289
	Iteration 52Q: 3 clusters Score -8752421 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 17829 members 
Entering Unmasked Estep 
Score: -8752391.000000 Penalty: 5319.821289
	Iteration 53Q: 3 clusters Score -8752391 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27874 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -8752400.000000 Penalty: 5319.821289
	Iteration 54Q: 3 clusters Score -8752400 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -8752401.000000 Penalty: 5319.821289
	Iteration 55Q: 3 clusters Score -8752401 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 17210 members 
Entering Unmasked Estep 
Score: -8752390.000000 Penalty: 5319.821289
	Iteration 56Q: 3 clusters Score -8752390 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 16978 members 
Entering Unmasked Estep 
Score: -8752386.000000 Penalty: 5319.821289
	Iteration 57Q: 3 clusters Score -8752386 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28744 members 
Mstep: Class 2 contains 16755 members 
Entering Unmasked Estep 
Score: -8752387.000000 Penalty: 5319.821289
	Iteration 58Q: 3 clusters Score -8752387 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -8752418.000000 Penalty: 5319.821289
	Iteration 59Q: 3 clusters Score -8752418 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29170 members 
Mstep: Class 2 contains 16329 members 
Entering Unmasked Estep 
Score: -8752415.000000 Penalty: 5319.821289
	Iteration 60F: 3 clusters Score -8752415 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 16172 members 
Entering Unmasked Estep 
Score: -8752429.000000 Penalty: 5319.821289
	Iteration 61Q: 3 clusters Score -8752429 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29551 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -8752426.000000 Penalty: 5319.821289
	Iteration 62Q: 3 clusters Score -8752426 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29716 members 
Mstep: Class 2 contains 15783 members 
Entering Unmasked Estep 
Score: -8752390.000000 Penalty: 5319.821289
	Iteration 63Q: 3 clusters Score -8752390 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29874 members 
Mstep: Class 2 contains 15625 members 
Entering Unmasked Estep 
Score: -8752389.000000 Penalty: 5319.821289
	Iteration 64Q: 3 clusters Score -8752389 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 15472 members 
Entering Unmasked Estep 
Score: -8752366.000000 Penalty: 5319.821289
	Iteration 65Q: 3 clusters Score -8752366 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
Score: -8752374.000000 Penalty: 5319.821289
	Iteration 66Q: 3 clusters Score -8752374 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -8752356.000000 Penalty: 5319.821289
	Iteration 67Q: 3 clusters Score -8752356 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 15122 members 
Entering Unmasked Estep 
Score: -8752354.000000 Penalty: 5319.821289
	Iteration 68Q: 3 clusters Score -8752354 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30473 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -8752357.000000 Penalty: 5319.821289
	Iteration 69Q: 3 clusters Score -8752357 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -8752347.000000 Penalty: 5319.821289
	Iteration 70Q: 3 clusters Score -8752347 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30665 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -8752351.000000 Penalty: 5319.821289
	Iteration 71Q: 3 clusters Score -8752351 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30743 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -8752321.000000 Penalty: 5319.821289
	Iteration 72Q: 3 clusters Score -8752321 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -8752328.000000 Penalty: 5319.821289
	Iteration 73Q: 3 clusters Score -8752328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30903 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -8752338.000000 Penalty: 5319.821289
	Iteration 74Q: 3 clusters Score -8752338 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -8752334.000000 Penalty: 5319.821289
	Iteration 75Q: 3 clusters Score -8752334 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -8752325.000000 Penalty: 5319.821289
	Iteration 76Q: 3 clusters Score -8752325 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -8752330.000000 Penalty: 5319.821289
	Iteration 77Q: 3 clusters Score -8752330 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -8752337.000000 Penalty: 5319.821289
	Iteration 78Q: 3 clusters Score -8752337 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31374 members 
Mstep: Class 2 contains 14125 members 
Entering Unmasked Estep 
Score: -8752312.000000 Penalty: 5319.821289
	Iteration 79Q: 3 clusters Score -8752312 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31498 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -8752286.000000 Penalty: 5319.821289
	Iteration 80F: 3 clusters Score -8752286 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -8752313.000000 Penalty: 5319.821289
	Iteration 81Q: 3 clusters Score -8752313 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -8752297.000000 Penalty: 5319.821289
	Iteration 82Q: 3 clusters Score -8752297 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -8752310.000000 Penalty: 5319.821289
	Iteration 83Q: 3 clusters Score -8752310 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31887 members 
Mstep: Class 2 contains 13612 members 
Entering Unmasked Estep 
Score: -8752302.000000 Penalty: 5319.821289
	Iteration 84Q: 3 clusters Score -8752302 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31981 members 
Mstep: Class 2 contains 13518 members 
Entering Unmasked Estep 
Score: -8752296.000000 Penalty: 5319.821289
	Iteration 85Q: 3 clusters Score -8752296 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -8752294.000000 Penalty: 5319.821289
	Iteration 86Q: 3 clusters Score -8752294 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 13337 members 
Entering Unmasked Estep 
Score: -8752275.000000 Penalty: 5319.821289
	Iteration 87Q: 3 clusters Score -8752275 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32235 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -8752270.000000 Penalty: 5319.821289
	Iteration 88Q: 3 clusters Score -8752270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32307 members 
Mstep: Class 2 contains 13192 members 
Entering Unmasked Estep 
Score: -8752280.000000 Penalty: 5319.821289
	Iteration 89Q: 3 clusters Score -8752280 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -8752273.000000 Penalty: 5319.821289
	Iteration 90Q: 3 clusters Score -8752273 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32461 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -8752285.000000 Penalty: 5319.821289
	Iteration 91Q: 3 clusters Score -8752285 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 12935 members 
Entering Unmasked Estep 
Score: -8752247.000000 Penalty: 5319.821289
	Iteration 92Q: 3 clusters Score -8752247 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32684 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -8752254.000000 Penalty: 5319.821289
	Iteration 93Q: 3 clusters Score -8752254 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32756 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -8752235.000000 Penalty: 5319.821289
	Iteration 94Q: 3 clusters Score -8752235 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32814 members 
Mstep: Class 2 contains 12685 members 
Entering Unmasked Estep 
Score: -8752225.000000 Penalty: 5319.821289
	Iteration 95Q: 3 clusters Score -8752225 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 12638 members 
Entering Unmasked Estep 
Score: -8752209.000000 Penalty: 5319.821289
	Iteration 96Q: 3 clusters Score -8752209 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -8752199.000000 Penalty: 5319.821289
	Iteration 97Q: 3 clusters Score -8752199 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 12575 members 
Entering Unmasked Estep 
Score: -8752208.000000 Penalty: 5319.821289
	Iteration 98Q: 3 clusters Score -8752208 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32952 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -8752210.000000 Penalty: 5319.821289
	Iteration 99Q: 3 clusters Score -8752210 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32977 members 
Mstep: Class 2 contains 12522 members 
Entering Unmasked Estep 
Score: -8752197.000000 Penalty: 5319.821289
	Iteration 100F: 3 clusters Score -8752197 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32993 members 
Mstep: Class 2 contains 12506 members 
Entering Unmasked Estep 
Score: -8752186.000000 Penalty: 5319.821289
	Iteration 101Q: 3 clusters Score -8752186 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33006 members 
Mstep: Class 2 contains 12493 members 
Entering Unmasked Estep 
Score: -8752191.000000 Penalty: 5319.821289
	Iteration 102Q: 3 clusters Score -8752191 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33021 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -8752190.000000 Penalty: 5319.821289
	Iteration 103Q: 3 clusters Score -8752190 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33037 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -8752192.000000 Penalty: 5319.821289
	Iteration 104Q: 3 clusters Score -8752192 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33048 members 
Mstep: Class 2 contains 12451 members 
Entering Unmasked Estep 
Score: -8752202.000000 Penalty: 5319.821289
	Iteration 105Q: 3 clusters Score -8752202 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33061 members 
Mstep: Class 2 contains 12438 members 
Entering Unmasked Estep 
Score: -8752203.000000 Penalty: 5319.821289
	Iteration 106Q: 3 clusters Score -8752203 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33070 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -8752208.000000 Penalty: 5319.821289
	Iteration 107Q: 3 clusters Score -8752208 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33082 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -8752212.000000 Penalty: 5319.821289
	Iteration 108Q: 3 clusters Score -8752212 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -8752207.000000 Penalty: 5319.821289
	Iteration 109Q: 3 clusters Score -8752207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33096 members 
Mstep: Class 2 contains 12403 members 
Entering Unmasked Estep 
Score: -8752212.000000 Penalty: 5319.821289
	Iteration 110Q: 3 clusters Score -8752212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -8752218.000000 Penalty: 5319.821289
	Iteration 111Q: 3 clusters Score -8752218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33098 members 
Mstep: Class 2 contains 12401 members 
Entering Unmasked Estep 
Score: -8752218.000000 Penalty: 5319.821289
	Iteration 112F: 3 clusters Score -8752218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (48156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48156 members 
Entering Unmasked Estep 
Score: -9121024.000000 Penalty: 2673.985840
	Iteration 0F: 2 clusters Score -9121024 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24178 members 
Mstep: Class 2 contains 23978 members 
Entering Unmasked Estep 
Score: -9093894.000000 Penalty: 5347.971680
	Iteration 0F: 3 clusters Score -9093894 nChanged 22144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 23234 members 
Entering Unmasked Estep 
Score: -9106295.000000 Penalty: 5347.971680
	Iteration 1F: 3 clusters Score -9106295 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25463 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -9106921.000000 Penalty: 5347.971680
	Iteration 2Q: 3 clusters Score -9106921 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -9107575.000000 Penalty: 5347.971680
	Iteration 3Q: 3 clusters Score -9107575 nChanged 2163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -9108453.000000 Penalty: 5347.971680
	Iteration 4Q: 3 clusters Score -9108453 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28651 members 
Mstep: Class 2 contains 19505 members 
Entering Unmasked Estep 
Score: -9109645.000000 Penalty: 5347.971680
	Iteration 5F: 3 clusters Score -9109645 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30507 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -9111030.000000 Penalty: 5347.971680
	Iteration 6F: 3 clusters Score -9111030 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32817 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -9112552.000000 Penalty: 5347.971680
	Iteration 7F: 3 clusters Score -9112552 nChanged 2986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35587 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -9114219.000000 Penalty: 5347.971680
	Iteration 8F: 3 clusters Score -9114219 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38487 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -9115669.000000 Penalty: 5347.971680
	Iteration 9F: 3 clusters Score -9115669 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41137 members 
Mstep: Class 2 contains 7019 members 
Entering Unmasked Estep 
Score: -9116869.000000 Penalty: 5347.971680
	Iteration 10F: 3 clusters Score -9116869 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43116 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -9117654.000000 Penalty: 5347.971680
	Iteration 11Q: 3 clusters Score -9117654 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -9118266.000000 Penalty: 5347.971680
	Iteration 12Q: 3 clusters Score -9118266 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45332 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -9118473.000000 Penalty: 5347.971680
	Iteration 13Q: 3 clusters Score -9118473 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45938 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9118697.000000 Penalty: 5347.971680
	Iteration 14Q: 3 clusters Score -9118697 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -9118749.000000 Penalty: 5347.971680
	Iteration 15Q: 3 clusters Score -9118749 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46715 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -9118834.000000 Penalty: 5347.971680
	Iteration 16Q: 3 clusters Score -9118834 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -9118867.000000 Penalty: 5347.971680
	Iteration 17Q: 3 clusters Score -9118867 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47085 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -9118882.000000 Penalty: 5347.971680
	Iteration 18Q: 3 clusters Score -9118882 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47194 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9118928.000000 Penalty: 5347.971680
	Iteration 19Q: 3 clusters Score -9118928 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47260 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -9118940.000000 Penalty: 5347.971680
	Iteration 20F: 3 clusters Score -9118940 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47301 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -9118957.000000 Penalty: 5347.971680
	Iteration 21Q: 3 clusters Score -9118957 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47339 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -9118956.000000 Penalty: 5347.971680
	Iteration 22Q: 3 clusters Score -9118956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47369 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -9118967.000000 Penalty: 5347.971680
	Iteration 23Q: 3 clusters Score -9118967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47400 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -9118979.000000 Penalty: 5347.971680
	Iteration 24Q: 3 clusters Score -9118979 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47431 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9118995.000000 Penalty: 5347.971680
	Iteration 25Q: 3 clusters Score -9118995 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9118995.000000 Penalty: 5347.971680
	Iteration 26Q: 3 clusters Score -9118995 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47468 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9119011.000000 Penalty: 5347.971680
	Iteration 27Q: 3 clusters Score -9119011 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47484 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9119009.000000 Penalty: 5347.971680
	Iteration 28Q: 3 clusters Score -9119009 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47493 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -9118998.000000 Penalty: 5347.971680
	Iteration 29Q: 3 clusters Score -9118998 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47504 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9119003.000000 Penalty: 5347.971680
	Iteration 30Q: 3 clusters Score -9119003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47516 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9119010.000000 Penalty: 5347.971680
	Iteration 31Q: 3 clusters Score -9119010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47519 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9119007.000000 Penalty: 5347.971680
	Iteration 32Q: 3 clusters Score -9119007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47523 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -9119012.000000 Penalty: 5347.971680
	Iteration 33Q: 3 clusters Score -9119012 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47526 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9119006.000000 Penalty: 5347.971680
	Iteration 34Q: 3 clusters Score -9119006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47531 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9119012.000000 Penalty: 5347.971680
	Iteration 35Q: 3 clusters Score -9119012 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47537 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9119014.000000 Penalty: 5347.971680
	Iteration 36Q: 3 clusters Score -9119014 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47544 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9119003.000000 Penalty: 5347.971680
	Iteration 37Q: 3 clusters Score -9119003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47549 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -9119003.000000 Penalty: 5347.971680
	Iteration 38Q: 3 clusters Score -9119003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9119006.000000 Penalty: 5347.971680
	Iteration 39Q: 3 clusters Score -9119006 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47554 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -9119009.000000 Penalty: 5347.971680
	Iteration 40F: 3 clusters Score -9119009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Entering Unmasked Estep 
Score: -89063.695312 Penalty: 1539.230835
	Iteration 0F: 2 clusters Score -89063.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -87660.921875 Penalty: 3078.461670
	Iteration 0F: 3 clusters Score -87660.92 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -87885.070312 Penalty: 3078.461670
	Iteration 1F: 3 clusters Score -87885.07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -88017.101562 Penalty: 3078.461670
	Iteration 2F: 3 clusters Score -88017.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -88132.109375 Penalty: 3078.461670
	Iteration 3F: 3 clusters Score -88132.11 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -88210.015625 Penalty: 3078.461670
	Iteration 4F: 3 clusters Score -88210.02 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 148 members 
Entering Unmasked Estep 
Score: -88284.585938 Penalty: 3078.461670
	Iteration 5Q: 3 clusters Score -88284.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -88304.851562 Penalty: 3078.461670
	Iteration 6Q: 3 clusters Score -88304.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -88327.960938 Penalty: 3078.461670
	Iteration 7Q: 3 clusters Score -88327.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -88348.039062 Penalty: 3078.461670
	Iteration 8Q: 3 clusters Score -88348.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -88368.250000 Penalty: 3078.461670
	Iteration 9Q: 3 clusters Score -88368.25 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -88396.671875 Penalty: 3078.461670
	Iteration 10Q: 3 clusters Score -88396.67 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -88403.539062 Penalty: 3078.461670
	Iteration 11Q: 3 clusters Score -88403.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -88403.539062 Penalty: 3078.461670
	Iteration 12F: 3 clusters Score -88403.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -151691.921875 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -151691.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -149878.671875 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -149878.7 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -150098.718750 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -150098.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -150170.890625 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -150170.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -150223.000000 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -150223 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -150252.843750 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -150252.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -150271.765625 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -150271.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -150287.562500 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -150287.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -150293.718750 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -150293.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -150293.718750 Penalty: 3344.468994
	Iteration 8F: 3 clusters Score -150293.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (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: -6012800.500000 Penalty: 2555.676025
	Iteration 0F: 2 clusters Score -6012800 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15029 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -5995114.000000 Penalty: 5111.352051
	Iteration 0F: 3 clusters Score -5995114 nChanged 13469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15720 members 
Mstep: Class 2 contains 14166 members 
Entering Unmasked Estep 
Score: -6002354.500000 Penalty: 5111.352051
	Iteration 1F: 3 clusters Score -6002354 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -6002748.500000 Penalty: 5111.352051
	Iteration 2Q: 3 clusters Score -6002748 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -6003129.000000 Penalty: 5111.352051
	Iteration 3Q: 3 clusters Score -6003129 nChanged 1270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17105 members 
Mstep: Class 2 contains 12781 members 
Entering Unmasked Estep 
Score: -6003628.500000 Penalty: 5111.352051
	Iteration 4Q: 3 clusters Score -6003628 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17888 members 
Mstep: Class 2 contains 11998 members 
Entering Unmasked Estep 
Score: -6004210.500000 Penalty: 5111.352051
	Iteration 5Q: 3 clusters Score -6004210 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18786 members 
Mstep: Class 2 contains 11100 members 
Entering Unmasked Estep 
Score: -6005041.500000 Penalty: 5111.352051
	Iteration 6F: 3 clusters Score -6005042 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 10095 members 
Entering Unmasked Estep 
Score: -6006239.000000 Penalty: 5111.352051
	Iteration 7F: 3 clusters Score -6006239 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 9142 members 
Entering Unmasked Estep 
Score: -6007623.500000 Penalty: 5111.352051
	Iteration 8F: 3 clusters Score -6007624 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -6009130.000000 Penalty: 5111.352051
	Iteration 9F: 3 clusters Score -6009130 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 8229 members 
Entering Unmasked Estep 
Score: -6010328.000000 Penalty: 5111.352051
	Iteration 10F: 3 clusters Score -6010328 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 8354 members 
Entering Unmasked Estep 
Score: -6010851.000000 Penalty: 5111.352051
	Iteration 11Q: 3 clusters Score -6010851 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 8591 members 
Entering Unmasked Estep 
Score: -6010986.000000 Penalty: 5111.352051
	Iteration 12Q: 3 clusters Score -6010986 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21050 members 
Mstep: Class 2 contains 8836 members 
Entering Unmasked Estep 
Score: -6011089.000000 Penalty: 5111.352051
	Iteration 13Q: 3 clusters Score -6011089 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20812 members 
Mstep: Class 2 contains 9074 members 
Entering Unmasked Estep 
Score: -6011129.500000 Penalty: 5111.352051
	Iteration 14Q: 3 clusters Score -6011130 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 9311 members 
Entering Unmasked Estep 
Score: -6011215.000000 Penalty: 5111.352051
	Iteration 15Q: 3 clusters Score -6011215 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 9553 members 
Entering Unmasked Estep 
Score: -6011241.000000 Penalty: 5111.352051
	Iteration 16Q: 3 clusters Score -6011241 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20101 members 
Mstep: Class 2 contains 9785 members 
Entering Unmasked Estep 
Score: -6011241.500000 Penalty: 5111.352051
	Iteration 17Q: 3 clusters Score -6011242 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 10027 members 
Entering Unmasked Estep 
Score: -6011282.500000 Penalty: 5111.352051
	Iteration 18Q: 3 clusters Score -6011282 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 10285 members 
Entering Unmasked Estep 
Score: -6011320.000000 Penalty: 5111.352051
	Iteration 19Q: 3 clusters Score -6011320 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19337 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -6011357.000000 Penalty: 5111.352051
	Iteration 20F: 3 clusters Score -6011357 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -6011365.500000 Penalty: 5111.352051
	Iteration 21Q: 3 clusters Score -6011366 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18819 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -6011355.500000 Penalty: 5111.352051
	Iteration 22Q: 3 clusters Score -6011356 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18568 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -6011334.000000 Penalty: 5111.352051
	Iteration 23Q: 3 clusters Score -6011334 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18316 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -6011360.500000 Penalty: 5111.352051
	Iteration 24Q: 3 clusters Score -6011360 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -6011375.000000 Penalty: 5111.352051
	Iteration 25Q: 3 clusters Score -6011375 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 12023 members 
Entering Unmasked Estep 
Score: -6011383.500000 Penalty: 5111.352051
	Iteration 26Q: 3 clusters Score -6011384 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 12258 members 
Entering Unmasked Estep 
Score: -6011409.000000 Penalty: 5111.352051
	Iteration 27Q: 3 clusters Score -6011409 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17403 members 
Mstep: Class 2 contains 12483 members 
Entering Unmasked Estep 
Score: -6011404.500000 Penalty: 5111.352051
	Iteration 28Q: 3 clusters Score -6011404 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -6011408.000000 Penalty: 5111.352051
	Iteration 29Q: 3 clusters Score -6011408 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16982 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -6011410.000000 Penalty: 5111.352051
	Iteration 30Q: 3 clusters Score -6011410 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -6011423.000000 Penalty: 5111.352051
	Iteration 31Q: 3 clusters Score -6011423 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -6011424.500000 Penalty: 5111.352051
	Iteration 32Q: 3 clusters Score -6011424 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16353 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -6011444.000000 Penalty: 5111.352051
	Iteration 33Q: 3 clusters Score -6011444 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -6011458.500000 Penalty: 5111.352051
	Iteration 34Q: 3 clusters Score -6011458 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -6011417.000000 Penalty: 5111.352051
	Iteration 35Q: 3 clusters Score -6011417 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15702 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -6011441.000000 Penalty: 5111.352051
	Iteration 36Q: 3 clusters Score -6011441 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15512 members 
Mstep: Class 2 contains 14374 members 
Entering Unmasked Estep 
Score: -6011450.000000 Penalty: 5111.352051
	Iteration 37Q: 3 clusters Score -6011450 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15321 members 
Mstep: Class 2 contains 14565 members 
Entering Unmasked Estep 
Score: -6011484.500000 Penalty: 5111.352051
	Iteration 38Q: 3 clusters Score -6011484 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15151 members 
Mstep: Class 2 contains 14735 members 
Entering Unmasked Estep 
Score: -6011522.000000 Penalty: 5111.352051
	Iteration 39Q: 3 clusters Score -6011522 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15016 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -6011516.000000 Penalty: 5111.352051
	Iteration 40F: 3 clusters Score -6011516 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14897 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -6011520.000000 Penalty: 5111.352051
	Iteration 41Q: 3 clusters Score -6011520 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14769 members 
Mstep: Class 2 contains 15117 members 
Entering Unmasked Estep 
Score: -6011525.000000 Penalty: 5111.352051
	Iteration 42Q: 3 clusters Score -6011525 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14626 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -6011556.000000 Penalty: 5111.352051
	Iteration 43Q: 3 clusters Score -6011556 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14509 members 
Mstep: Class 2 contains 15377 members 
Entering Unmasked Estep 
Score: -6011560.500000 Penalty: 5111.352051
	Iteration 44Q: 3 clusters Score -6011560 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -6011556.000000 Penalty: 5111.352051
	Iteration 45Q: 3 clusters Score -6011556 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -6011556.000000 Penalty: 5111.352051
	Iteration 46Q: 3 clusters Score -6011556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -6011572.500000 Penalty: 5111.352051
	Iteration 47Q: 3 clusters Score -6011572 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -6011579.500000 Penalty: 5111.352051
	Iteration 48Q: 3 clusters Score -6011580 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -6011566.000000 Penalty: 5111.352051
	Iteration 49Q: 3 clusters Score -6011566 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14194 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -6011567.500000 Penalty: 5111.352051
	Iteration 50Q: 3 clusters Score -6011568 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14170 members 
Mstep: Class 2 contains 15716 members 
Entering Unmasked Estep 
Score: -6011583.500000 Penalty: 5111.352051
	Iteration 51Q: 3 clusters Score -6011584 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14142 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -6011571.500000 Penalty: 5111.352051
	Iteration 52Q: 3 clusters Score -6011572 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -6011576.000000 Penalty: 5111.352051
	Iteration 53Q: 3 clusters Score -6011576 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 15792 members 
Entering Unmasked Estep 
Score: -6011587.500000 Penalty: 5111.352051
	Iteration 54Q: 3 clusters Score -6011588 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 15825 members 
Entering Unmasked Estep 
Score: -6011603.500000 Penalty: 5111.352051
	Iteration 55Q: 3 clusters Score -6011604 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14034 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -6011598.500000 Penalty: 5111.352051
	Iteration 56Q: 3 clusters Score -6011598 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 15870 members 
Entering Unmasked Estep 
Score: -6011588.500000 Penalty: 5111.352051
	Iteration 57Q: 3 clusters Score -6011588 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13996 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -6011579.500000 Penalty: 5111.352051
	Iteration 58Q: 3 clusters Score -6011580 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13972 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -6011590.500000 Penalty: 5111.352051
	Iteration 59Q: 3 clusters Score -6011590 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -6011582.000000 Penalty: 5111.352051
	Iteration 60F: 3 clusters Score -6011582 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13924 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -6011588.500000 Penalty: 5111.352051
	Iteration 61Q: 3 clusters Score -6011588 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -6011591.000000 Penalty: 5111.352051
	Iteration 62Q: 3 clusters Score -6011591 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -6011597.500000 Penalty: 5111.352051
	Iteration 63Q: 3 clusters Score -6011598 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13872 members 
Mstep: Class 2 contains 16014 members 
Entering Unmasked Estep 
Score: -6011602.000000 Penalty: 5111.352051
	Iteration 64Q: 3 clusters Score -6011602 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -6011606.000000 Penalty: 5111.352051
	Iteration 65Q: 3 clusters Score -6011606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13818 members 
Mstep: Class 2 contains 16068 members 
Entering Unmasked Estep 
Score: -6011598.000000 Penalty: 5111.352051
	Iteration 66Q: 3 clusters Score -6011598 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 16087 members 
Entering Unmasked Estep 
Score: -6011581.000000 Penalty: 5111.352051
	Iteration 67Q: 3 clusters Score -6011581 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -6011591.500000 Penalty: 5111.352051
	Iteration 68Q: 3 clusters Score -6011592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13766 members 
Mstep: Class 2 contains 16120 members 
Entering Unmasked Estep 
Score: -6011597.000000 Penalty: 5111.352051
	Iteration 69Q: 3 clusters Score -6011597 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 16132 members 
Entering Unmasked Estep 
Score: -6011604.000000 Penalty: 5111.352051
	Iteration 70Q: 3 clusters Score -6011604 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -6011599.000000 Penalty: 5111.352051
	Iteration 71Q: 3 clusters Score -6011599 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13721 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -6011589.000000 Penalty: 5111.352051
	Iteration 72Q: 3 clusters Score -6011589 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -6011594.000000 Penalty: 5111.352051
	Iteration 73Q: 3 clusters Score -6011594 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13693 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -6011594.500000 Penalty: 5111.352051
	Iteration 74Q: 3 clusters Score -6011594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13683 members 
Mstep: Class 2 contains 16203 members 
Entering Unmasked Estep 
Score: -6011588.000000 Penalty: 5111.352051
	Iteration 75Q: 3 clusters Score -6011588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13673 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -6011598.500000 Penalty: 5111.352051
	Iteration 76Q: 3 clusters Score -6011598 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13661 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -6011598.500000 Penalty: 5111.352051
	Iteration 77Q: 3 clusters Score -6011598 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 16236 members 
Entering Unmasked Estep 
Score: -6011596.500000 Penalty: 5111.352051
	Iteration 78Q: 3 clusters Score -6011596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13640 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -6011602.500000 Penalty: 5111.352051
	Iteration 79Q: 3 clusters Score -6011602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13621 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -6011601.000000 Penalty: 5111.352051
	Iteration 80F: 3 clusters Score -6011601 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 16279 members 
Entering Unmasked Estep 
Score: -6011593.500000 Penalty: 5111.352051
	Iteration 81Q: 3 clusters Score -6011594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 16289 members 
Entering Unmasked Estep 
Score: -6011592.500000 Penalty: 5111.352051
	Iteration 82Q: 3 clusters Score -6011592 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13585 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -6011598.000000 Penalty: 5111.352051
	Iteration 83Q: 3 clusters Score -6011598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13571 members 
Mstep: Class 2 contains 16315 members 
Entering Unmasked Estep 
Score: -6011593.000000 Penalty: 5111.352051
	Iteration 84Q: 3 clusters Score -6011593 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13549 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -6011599.000000 Penalty: 5111.352051
	Iteration 85Q: 3 clusters Score -6011599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 16361 members 
Entering Unmasked Estep 
Score: -6011605.500000 Penalty: 5111.352051
	Iteration 86Q: 3 clusters Score -6011606 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 16377 members 
Entering Unmasked Estep 
Score: -6011615.000000 Penalty: 5111.352051
	Iteration 87Q: 3 clusters Score -6011615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 16389 members 
Entering Unmasked Estep 
Score: -6011610.500000 Penalty: 5111.352051
	Iteration 88Q: 3 clusters Score -6011610 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -6011617.000000 Penalty: 5111.352051
	Iteration 89Q: 3 clusters Score -6011617 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -6011607.000000 Penalty: 5111.352051
	Iteration 90Q: 3 clusters Score -6011607 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13465 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -6011600.000000 Penalty: 5111.352051
	Iteration 91Q: 3 clusters Score -6011600 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -6011599.500000 Penalty: 5111.352051
	Iteration 92Q: 3 clusters Score -6011600 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 16454 members 
Entering Unmasked Estep 
Score: -6011594.000000 Penalty: 5111.352051
	Iteration 93Q: 3 clusters Score -6011594 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13418 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -6011596.500000 Penalty: 5111.352051
	Iteration 94Q: 3 clusters Score -6011596 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13412 members 
Mstep: Class 2 contains 16474 members 
Entering Unmasked Estep 
Score: -6011594.500000 Penalty: 5111.352051
	Iteration 95Q: 3 clusters Score -6011594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13405 members 
Mstep: Class 2 contains 16481 members 
Entering Unmasked Estep 
Score: -6011591.500000 Penalty: 5111.352051
	Iteration 96Q: 3 clusters Score -6011592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13399 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -6011595.000000 Penalty: 5111.352051
	Iteration 97Q: 3 clusters Score -6011595 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13391 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -6011597.500000 Penalty: 5111.352051
	Iteration 98Q: 3 clusters Score -6011598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13389 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -6011602.000000 Penalty: 5111.352051
	Iteration 99Q: 3 clusters Score -6011602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13382 members 
Mstep: Class 2 contains 16504 members 
Entering Unmasked Estep 
Score: -6011603.000000 Penalty: 5111.352051
	Iteration 100F: 3 clusters Score -6011603 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13377 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -6011597.500000 Penalty: 5111.352051
	Iteration 101Q: 3 clusters Score -6011598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 16513 members 
Entering Unmasked Estep 
Score: -6011596.500000 Penalty: 5111.352051
	Iteration 102Q: 3 clusters Score -6011596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -6011592.000000 Penalty: 5111.352051
	Iteration 103Q: 3 clusters Score -6011592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 16518 members 
Entering Unmasked Estep 
Score: -6011591.000000 Penalty: 5111.352051
	Iteration 104Q: 3 clusters Score -6011591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 16521 members 
Entering Unmasked Estep 
Score: -6011583.000000 Penalty: 5111.352051
	Iteration 105Q: 3 clusters Score -6011583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -6011593.500000 Penalty: 5111.352051
	Iteration 106Q: 3 clusters Score -6011594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -6011587.500000 Penalty: 5111.352051
	Iteration 107Q: 3 clusters Score -6011588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13363 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -6011601.000000 Penalty: 5111.352051
	Iteration 108Q: 3 clusters Score -6011601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 16528 members 
Entering Unmasked Estep 
Score: -6011604.500000 Penalty: 5111.352051
	Iteration 109Q: 3 clusters Score -6011604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13351 members 
Mstep: Class 2 contains 16535 members 
Entering Unmasked Estep 
Score: -6011596.500000 Penalty: 5111.352051
	Iteration 110Q: 3 clusters Score -6011596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13348 members 
Mstep: Class 2 contains 16538 members 
Entering Unmasked Estep 
Score: -6011601.500000 Penalty: 5111.352051
	Iteration 111Q: 3 clusters Score -6011602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13345 members 
Mstep: Class 2 contains 16541 members 
Entering Unmasked Estep 
Score: -6011601.500000 Penalty: 5111.352051
	Iteration 112Q: 3 clusters Score -6011602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -6011600.500000 Penalty: 5111.352051
	Iteration 113Q: 3 clusters Score -6011600 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13343 members 
Mstep: Class 2 contains 16543 members 
Entering Unmasked Estep 
Score: -6011600.500000 Penalty: 5111.352051
	Iteration 114F: 3 clusters Score -6011600 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33376 members 
Entering Unmasked Estep 
Score: -6358508.000000 Penalty: 2583.066895
	Iteration 0F: 2 clusters Score -6358508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -6336301.000000 Penalty: 5166.133789
	Iteration 0F: 3 clusters Score -6336301 nChanged 15108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15938 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -6344422.000000 Penalty: 5166.133789
	Iteration 1F: 3 clusters Score -6344422 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -6344847.500000 Penalty: 5166.133789
	Iteration 2Q: 3 clusters Score -6344848 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 18586 members 
Entering Unmasked Estep 
Score: -6345306.500000 Penalty: 5166.133789
	Iteration 3Q: 3 clusters Score -6345306 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -6346030.500000 Penalty: 5166.133789
	Iteration 4Q: 3 clusters Score -6346030 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12456 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -6347073.500000 Penalty: 5166.133789
	Iteration 5F: 3 clusters Score -6347074 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 22627 members 
Entering Unmasked Estep 
Score: -6348549.000000 Penalty: 5166.133789
	Iteration 6F: 3 clusters Score -6348549 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8764 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -6350532.500000 Penalty: 5166.133789
	Iteration 7F: 3 clusters Score -6350532 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -6352715.500000 Penalty: 5166.133789
	Iteration 8F: 3 clusters Score -6352716 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5648 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -6354872.500000 Penalty: 5166.133789
	Iteration 9F: 3 clusters Score -6354872 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5200 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -6356245.000000 Penalty: 5166.133789
	Iteration 10Q: 3 clusters Score -6356245 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -6356706.000000 Penalty: 5166.133789
	Iteration 11Q: 3 clusters Score -6356706 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -6356820.500000 Penalty: 5166.133789
	Iteration 12Q: 3 clusters Score -6356820 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5095 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -6356893.000000 Penalty: 5166.133789
	Iteration 13Q: 3 clusters Score -6356893 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 28283 members 
Entering Unmasked Estep 
Score: -6356912.000000 Penalty: 5166.133789
	Iteration 14Q: 3 clusters Score -6356912 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5087 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -6356952.500000 Penalty: 5166.133789
	Iteration 15Q: 3 clusters Score -6356952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5096 members 
Mstep: Class 2 contains 28280 members 
Entering Unmasked Estep 
Score: -6356971.000000 Penalty: 5166.133789
	Iteration 16Q: 3 clusters Score -6356971 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 28258 members 
Entering Unmasked Estep 
Score: -6356966.000000 Penalty: 5166.133789
	Iteration 17Q: 3 clusters Score -6356966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 28243 members 
Entering Unmasked Estep 
Score: -6356961.000000 Penalty: 5166.133789
	Iteration 18Q: 3 clusters Score -6356961 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 28233 members 
Entering Unmasked Estep 
Score: -6356960.500000 Penalty: 5166.133789
	Iteration 19Q: 3 clusters Score -6356960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 28229 members 
Entering Unmasked Estep 
Score: -6356953.000000 Penalty: 5166.133789
	Iteration 20F: 3 clusters Score -6356953 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -6356958.000000 Penalty: 5166.133789
	Iteration 21Q: 3 clusters Score -6356958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -6356971.000000 Penalty: 5166.133789
	Iteration 22Q: 3 clusters Score -6356971 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -6356978.500000 Penalty: 5166.133789
	Iteration 23Q: 3 clusters Score -6356978 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 28220 members 
Entering Unmasked Estep 
Score: -6356983.500000 Penalty: 5166.133789
	Iteration 24Q: 3 clusters Score -6356984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -6356985.500000 Penalty: 5166.133789
	Iteration 25Q: 3 clusters Score -6356986 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5163 members 
Mstep: Class 2 contains 28213 members 
Entering Unmasked Estep 
Score: -6356986.000000 Penalty: 5166.133789
	Iteration 26Q: 3 clusters Score -6356986 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 28210 members 
Entering Unmasked Estep 
Score: -6356992.000000 Penalty: 5166.133789
	Iteration 27Q: 3 clusters Score -6356992 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 28202 members 
Entering Unmasked Estep 
Score: -6356999.500000 Penalty: 5166.133789
	Iteration 28Q: 3 clusters Score -6357000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -6357008.000000 Penalty: 5166.133789
	Iteration 29Q: 3 clusters Score -6357008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -6357010.000000 Penalty: 5166.133789
	Iteration 30Q: 3 clusters Score -6357010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 28197 members 
Entering Unmasked Estep 
Score: -6357005.000000 Penalty: 5166.133789
	Iteration 31Q: 3 clusters Score -6357005 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 28198 members 
Entering Unmasked Estep 
Score: -6357001.500000 Penalty: 5166.133789
	Iteration 32Q: 3 clusters Score -6357002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -6357004.000000 Penalty: 5166.133789
	Iteration 33Q: 3 clusters Score -6357004 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -6357004.000000 Penalty: 5166.133789
	Iteration 34F: 3 clusters Score -6357004 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (21570 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21570 members 
Entering Unmasked Estep 
Score: -3986357.250000 Penalty: 2474.806641
	Iteration 0F: 2 clusters Score -3986357 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -3971161.250000 Penalty: 4949.613281
	Iteration 0F: 3 clusters Score -3971161 nChanged 9614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10615 members 
Mstep: Class 2 contains 10955 members 
Entering Unmasked Estep 
Score: -3976324.500000 Penalty: 4949.613281
	Iteration 1F: 3 clusters Score -3976324 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10494 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -3976859.000000 Penalty: 4949.613281
	Iteration 2F: 3 clusters Score -3976859 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10301 members 
Mstep: Class 2 contains 11269 members 
Entering Unmasked Estep 
Score: -3977413.250000 Penalty: 4949.613281
	Iteration 3F: 3 clusters Score -3977413 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9987 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -3977966.250000 Penalty: 4949.613281
	Iteration 4F: 3 clusters Score -3977966 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9515 members 
Mstep: Class 2 contains 12055 members 
Entering Unmasked Estep 
Score: -3978541.500000 Penalty: 4949.613281
	Iteration 5F: 3 clusters Score -3978542 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3979136.250000 Penalty: 4949.613281
	Iteration 6F: 3 clusters Score -3979136 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8163 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3979776.750000 Penalty: 4949.613281
	Iteration 7F: 3 clusters Score -3979777 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 14308 members 
Entering Unmasked Estep 
Score: -3980530.750000 Penalty: 4949.613281
	Iteration 8F: 3 clusters Score -3980531 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6302 members 
Mstep: Class 2 contains 15268 members 
Entering Unmasked Estep 
Score: -3981225.250000 Penalty: 4949.613281
	Iteration 9F: 3 clusters Score -3981225 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -3981846.500000 Penalty: 4949.613281
	Iteration 10Q: 3 clusters Score -3981846 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3982399.750000 Penalty: 4949.613281
	Iteration 11Q: 3 clusters Score -3982400 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3779 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -3982881.250000 Penalty: 4949.613281
	Iteration 12Q: 3 clusters Score -3982881 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
Score: -3983322.750000 Penalty: 4949.613281
	Iteration 13Q: 3 clusters Score -3983323 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2537 members 
Mstep: Class 2 contains 19033 members 
Entering Unmasked Estep 
Score: -3983677.500000 Penalty: 4949.613281
	Iteration 14Q: 3 clusters Score -3983678 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -3983991.750000 Penalty: 4949.613281
	Iteration 15Q: 3 clusters Score -3983992 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -3984245.000000 Penalty: 4949.613281
	Iteration 16Q: 3 clusters Score -3984245 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1405 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -3984416.250000 Penalty: 4949.613281
	Iteration 17Q: 3 clusters Score -3984416 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -3984558.500000 Penalty: 4949.613281
	Iteration 18Q: 3 clusters Score -3984558 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -3984655.250000 Penalty: 4949.613281
	Iteration 19Q: 3 clusters Score -3984655 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 20653 members 
Entering Unmasked Estep 
Score: -3984740.000000 Penalty: 4949.613281
	Iteration 20F: 3 clusters Score -3984740 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -3984770.250000 Penalty: 4949.613281
	Iteration 21Q: 3 clusters Score -3984770 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -3984794.750000 Penalty: 4949.613281
	Iteration 22Q: 3 clusters Score -3984795 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -3984814.500000 Penalty: 4949.613281
	Iteration 23Q: 3 clusters Score -3984814 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 20839 members 
Entering Unmasked Estep 
Score: -3984831.000000 Penalty: 4949.613281
	Iteration 24Q: 3 clusters Score -3984831 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 20852 members 
Entering Unmasked Estep 
Score: -3984842.000000 Penalty: 4949.613281
	Iteration 25Q: 3 clusters Score -3984842 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -3984844.250000 Penalty: 4949.613281
	Iteration 26Q: 3 clusters Score -3984844 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3984852.250000 Penalty: 4949.613281
	Iteration 27Q: 3 clusters Score -3984852 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -3984859.000000 Penalty: 4949.613281
	Iteration 28Q: 3 clusters Score -3984859 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 20881 members 
Entering Unmasked Estep 
Score: -3984865.000000 Penalty: 4949.613281
	Iteration 29Q: 3 clusters Score -3984865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 20886 members 
Entering Unmasked Estep 
Score: -3984863.000000 Penalty: 4949.613281
	Iteration 30Q: 3 clusters Score -3984863 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -3984862.500000 Penalty: 4949.613281
	Iteration 31Q: 3 clusters Score -3984862 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -3984875.250000 Penalty: 4949.613281
	Iteration 32Q: 3 clusters Score -3984875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -3984878.500000 Penalty: 4949.613281
	Iteration 33Q: 3 clusters Score -3984878 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -3984878.250000 Penalty: 4949.613281
	Iteration 34Q: 3 clusters Score -3984878 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -3984879.000000 Penalty: 4949.613281
	Iteration 35Q: 3 clusters Score -3984879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3984879.500000 Penalty: 4949.613281
	Iteration 36Q: 3 clusters Score -3984880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3984882.000000 Penalty: 4949.613281
	Iteration 37Q: 3 clusters Score -3984882 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 20903 members 
Entering Unmasked Estep 
Score: -3984882.000000 Penalty: 4949.613281
	Iteration 38F: 3 clusters Score -3984882 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Entering Unmasked Estep 
Score: -5942191.000000 Penalty: 2566.394775
	Iteration 0F: 2 clusters Score -5942191 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -5921292.000000 Penalty: 5132.789551
	Iteration 0F: 3 clusters Score -5921292 nChanged 14139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15851 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -5928922.000000 Penalty: 5132.789551
	Iteration 1F: 3 clusters Score -5928922 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -5929219.500000 Penalty: 5132.789551
	Iteration 2Q: 3 clusters Score -5929220 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 15155 members 
Entering Unmasked Estep 
Score: -5929520.500000 Penalty: 5132.789551
	Iteration 3Q: 3 clusters Score -5929520 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16222 members 
Mstep: Class 2 contains 14984 members 
Entering Unmasked Estep 
Score: -5929786.500000 Penalty: 5132.789551
	Iteration 4Q: 3 clusters Score -5929786 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16462 members 
Mstep: Class 2 contains 14744 members 
Entering Unmasked Estep 
Score: -5929980.500000 Penalty: 5132.789551
	Iteration 5Q: 3 clusters Score -5929980 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 14418 members 
Entering Unmasked Estep 
Score: -5930193.000000 Penalty: 5132.789551
	Iteration 6Q: 3 clusters Score -5930193 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17187 members 
Mstep: Class 2 contains 14019 members 
Entering Unmasked Estep 
Score: -5930435.500000 Penalty: 5132.789551
	Iteration 7Q: 3 clusters Score -5930436 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -5930777.000000 Penalty: 5132.789551
	Iteration 8Q: 3 clusters Score -5930777 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18460 members 
Mstep: Class 2 contains 12746 members 
Entering Unmasked Estep 
Score: -5931191.000000 Penalty: 5132.789551
	Iteration 9Q: 3 clusters Score -5931191 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -5931890.000000 Penalty: 5132.789551
	Iteration 10Q: 3 clusters Score -5931890 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 10644 members 
Entering Unmasked Estep 
Score: -5932802.500000 Penalty: 5132.789551
	Iteration 11Q: 3 clusters Score -5932802 nChanged 1496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 9398 members 
Entering Unmasked Estep 
Score: -5933974.500000 Penalty: 5132.789551
	Iteration 12Q: 3 clusters Score -5933974 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -5935241.000000 Penalty: 5132.789551
	Iteration 13Q: 3 clusters Score -5935241 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24108 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -5936388.500000 Penalty: 5132.789551
	Iteration 14Q: 3 clusters Score -5936388 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -5937150.000000 Penalty: 5132.789551
	Iteration 15Q: 3 clusters Score -5937150 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25394 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -5937640.500000 Penalty: 5132.789551
	Iteration 16Q: 3 clusters Score -5937640 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 5327 members 
Entering Unmasked Estep 
Score: -5938019.000000 Penalty: 5132.789551
	Iteration 17Q: 3 clusters Score -5938019 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 4901 members 
Entering Unmasked Estep 
Score: -5938293.500000 Penalty: 5132.789551
	Iteration 18Q: 3 clusters Score -5938294 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -5938462.500000 Penalty: 5132.789551
	Iteration 19Q: 3 clusters Score -5938462 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26988 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -5938618.500000 Penalty: 5132.789551
	Iteration 20F: 3 clusters Score -5938618 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27310 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5938749.500000 Penalty: 5132.789551
	Iteration 21Q: 3 clusters Score -5938750 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27603 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -5938904.000000 Penalty: 5132.789551
	Iteration 22Q: 3 clusters Score -5938904 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27890 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -5939062.500000 Penalty: 5132.789551
	Iteration 23Q: 3 clusters Score -5939062 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28153 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -5939187.500000 Penalty: 5132.789551
	Iteration 24Q: 3 clusters Score -5939188 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28393 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5939289.000000 Penalty: 5132.789551
	Iteration 25Q: 3 clusters Score -5939289 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5939395.000000 Penalty: 5132.789551
	Iteration 26Q: 3 clusters Score -5939395 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -5939485.500000 Penalty: 5132.789551
	Iteration 27Q: 3 clusters Score -5939486 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28922 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -5939526.500000 Penalty: 5132.789551
	Iteration 28Q: 3 clusters Score -5939526 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -5939572.000000 Penalty: 5132.789551
	Iteration 29Q: 3 clusters Score -5939572 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29160 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -5939623.500000 Penalty: 5132.789551
	Iteration 30Q: 3 clusters Score -5939624 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29271 members 
Mstep: Class 2 contains 1935 members 
Entering Unmasked Estep 
Score: -5939680.000000 Penalty: 5132.789551
	Iteration 31Q: 3 clusters Score -5939680 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29379 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -5939724.500000 Penalty: 5132.789551
	Iteration 32Q: 3 clusters Score -5939724 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -5939763.500000 Penalty: 5132.789551
	Iteration 33Q: 3 clusters Score -5939764 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -5939794.500000 Penalty: 5132.789551
	Iteration 34Q: 3 clusters Score -5939794 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -5939843.500000 Penalty: 5132.789551
	Iteration 35Q: 3 clusters Score -5939844 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5939858.500000 Penalty: 5132.789551
	Iteration 36Q: 3 clusters Score -5939858 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29763 members 
Mstep: Class 2 contains 1443 members 
Entering Unmasked Estep 
Score: -5939899.000000 Penalty: 5132.789551
	Iteration 37Q: 3 clusters Score -5939899 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -5939925.500000 Penalty: 5132.789551
	Iteration 38Q: 3 clusters Score -5939926 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -5939965.500000 Penalty: 5132.789551
	Iteration 39Q: 3 clusters Score -5939966 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -5939985.500000 Penalty: 5132.789551
	Iteration 40F: 3 clusters Score -5939986 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5939999.000000 Penalty: 5132.789551
	Iteration 41Q: 3 clusters Score -5939999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29969 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -5940015.500000 Penalty: 5132.789551
	Iteration 42Q: 3 clusters Score -5940016 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29996 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -5940024.000000 Penalty: 5132.789551
	Iteration 43Q: 3 clusters Score -5940024 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -5940036.500000 Penalty: 5132.789551
	Iteration 44Q: 3 clusters Score -5940036 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30034 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5940043.500000 Penalty: 5132.789551
	Iteration 45Q: 3 clusters Score -5940044 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5940046.000000 Penalty: 5132.789551
	Iteration 46Q: 3 clusters Score -5940046 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30063 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5940052.500000 Penalty: 5132.789551
	Iteration 47Q: 3 clusters Score -5940052 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -5940058.500000 Penalty: 5132.789551
	Iteration 48Q: 3 clusters Score -5940058 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5940062.500000 Penalty: 5132.789551
	Iteration 49Q: 3 clusters Score -5940062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5940067.000000 Penalty: 5132.789551
	Iteration 50Q: 3 clusters Score -5940067 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -5940074.500000 Penalty: 5132.789551
	Iteration 51Q: 3 clusters Score -5940074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30118 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -5940074.500000 Penalty: 5132.789551
	Iteration 52Q: 3 clusters Score -5940074 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30119 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -5940075.000000 Penalty: 5132.789551
	Iteration 53Q: 3 clusters Score -5940075 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5940075.000000 Penalty: 5132.789551
	Iteration 54Q: 3 clusters Score -5940075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5940075.000000 Penalty: 5132.789551
	Iteration 55F: 3 clusters Score -5940075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (11405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Entering Unmasked Estep 
Score: -2180508.000000 Penalty: 2316.768311
	Iteration 0F: 2 clusters Score -2180508 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5715 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -2171971.250000 Penalty: 4633.536621
	Iteration 0F: 3 clusters Score -2171971 nChanged 4746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -2174386.000000 Penalty: 4633.536621
	Iteration 1F: 3 clusters Score -2174386 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -2174653.250000 Penalty: 4633.536621
	Iteration 2F: 3 clusters Score -2174653 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -2174836.500000 Penalty: 4633.536621
	Iteration 3Q: 3 clusters Score -2174836 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -2174960.750000 Penalty: 4633.536621
	Iteration 4Q: 3 clusters Score -2174961 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5868 members 
Mstep: Class 2 contains 5537 members 
Entering Unmasked Estep 
Score: -2175054.500000 Penalty: 4633.536621
	Iteration 5Q: 3 clusters Score -2175054 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5885 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -2175109.250000 Penalty: 4633.536621
	Iteration 6Q: 3 clusters Score -2175109 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5910 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -2175155.000000 Penalty: 4633.536621
	Iteration 7Q: 3 clusters Score -2175155 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
Score: -2175195.750000 Penalty: 4633.536621
	Iteration 8Q: 3 clusters Score -2175196 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5926 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -2175235.000000 Penalty: 4633.536621
	Iteration 9Q: 3 clusters Score -2175235 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5958 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -2175265.000000 Penalty: 4633.536621
	Iteration 10Q: 3 clusters Score -2175265 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 5421 members 
Entering Unmasked Estep 
Score: -2175300.000000 Penalty: 4633.536621
	Iteration 11Q: 3 clusters Score -2175300 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6018 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -2175326.250000 Penalty: 4633.536621
	Iteration 12Q: 3 clusters Score -2175326 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -2175350.750000 Penalty: 4633.536621
	Iteration 13Q: 3 clusters Score -2175351 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -2175370.750000 Penalty: 4633.536621
	Iteration 14Q: 3 clusters Score -2175371 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 5242 members 
Entering Unmasked Estep 
Score: -2175387.750000 Penalty: 4633.536621
	Iteration 15Q: 3 clusters Score -2175388 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6216 members 
Mstep: Class 2 contains 5189 members 
Entering Unmasked Estep 
Score: -2175413.000000 Penalty: 4633.536621
	Iteration 16Q: 3 clusters Score -2175413 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -2175428.000000 Penalty: 4633.536621
	Iteration 17Q: 3 clusters Score -2175428 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 5047 members 
Entering Unmasked Estep 
Score: -2175455.000000 Penalty: 4633.536621
	Iteration 18Q: 3 clusters Score -2175455 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -2175467.500000 Penalty: 4633.536621
	Iteration 19Q: 3 clusters Score -2175468 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -2175489.250000 Penalty: 4633.536621
	Iteration 20F: 3 clusters Score -2175489 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 4792 members 
Entering Unmasked Estep 
Score: -2175522.500000 Penalty: 4633.536621
	Iteration 21Q: 3 clusters Score -2175522 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 4680 members 
Entering Unmasked Estep 
Score: -2175550.000000 Penalty: 4633.536621
	Iteration 22Q: 3 clusters Score -2175550 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 4548 members 
Entering Unmasked Estep 
Score: -2175594.250000 Penalty: 4633.536621
	Iteration 23Q: 3 clusters Score -2175594 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7013 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -2175640.750000 Penalty: 4633.536621
	Iteration 24Q: 3 clusters Score -2175641 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7196 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -2175711.750000 Penalty: 4633.536621
	Iteration 25Q: 3 clusters Score -2175712 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -2175833.750000 Penalty: 4633.536621
	Iteration 26Q: 3 clusters Score -2175834 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7743 members 
Mstep: Class 2 contains 3662 members 
Entering Unmasked Estep 
Score: -2175992.000000 Penalty: 4633.536621
	Iteration 27Q: 3 clusters Score -2175992 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -2176169.750000 Penalty: 4633.536621
	Iteration 28Q: 3 clusters Score -2176170 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8481 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -2176407.250000 Penalty: 4633.536621
	Iteration 29Q: 3 clusters Score -2176407 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -2176711.500000 Penalty: 4633.536621
	Iteration 30Q: 3 clusters Score -2176712 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -2177054.750000 Penalty: 4633.536621
	Iteration 31Q: 3 clusters Score -2177055 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9821 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -2177417.750000 Penalty: 4633.536621
	Iteration 32Q: 3 clusters Score -2177418 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10204 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -2177720.750000 Penalty: 4633.536621
	Iteration 33Q: 3 clusters Score -2177721 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10468 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -2177944.250000 Penalty: 4633.536621
	Iteration 34Q: 3 clusters Score -2177944 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -2178106.500000 Penalty: 4633.536621
	Iteration 35Q: 3 clusters Score -2178106 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -2178219.750000 Penalty: 4633.536621
	Iteration 36Q: 3 clusters Score -2178220 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -2178298.500000 Penalty: 4633.536621
	Iteration 37Q: 3 clusters Score -2178298 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10898 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -2178362.500000 Penalty: 4633.536621
	Iteration 38Q: 3 clusters Score -2178362 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -2178409.250000 Penalty: 4633.536621
	Iteration 39Q: 3 clusters Score -2178409 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10952 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2178426.250000 Penalty: 4633.536621
	Iteration 40F: 3 clusters Score -2178426 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10967 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -2178441.750000 Penalty: 4633.536621
	Iteration 41Q: 3 clusters Score -2178442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -2178449.500000 Penalty: 4633.536621
	Iteration 42Q: 3 clusters Score -2178450 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10986 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -2178458.750000 Penalty: 4633.536621
	Iteration 43Q: 3 clusters Score -2178459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -2178478.500000 Penalty: 4633.536621
	Iteration 44Q: 3 clusters Score -2178478 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -2178490.250000 Penalty: 4633.536621
	Iteration 45Q: 3 clusters Score -2178490 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2178498.250000 Penalty: 4633.536621
	Iteration 46Q: 3 clusters Score -2178498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11022 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -2178504.750000 Penalty: 4633.536621
	Iteration 47Q: 3 clusters Score -2178505 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -2178504.500000 Penalty: 4633.536621
	Iteration 48Q: 3 clusters Score -2178504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2178506.250000 Penalty: 4633.536621
	Iteration 49Q: 3 clusters Score -2178506 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -2178506.250000 Penalty: 4633.536621
	Iteration 50F: 3 clusters Score -2178506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Entering Unmasked Estep 
Score: -119523.085938 Penalty: 1644.736450
	Iteration 0F: 2 clusters Score -119523.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -117889.171875 Penalty: 3289.472900
	Iteration 0F: 3 clusters Score -117889.2 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -118261.523438 Penalty: 3289.472900
	Iteration 1F: 3 clusters Score -118261.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -118610.945312 Penalty: 3289.472900
	Iteration 2F: 3 clusters Score -118610.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -119132.015625 Penalty: 3289.472900
	Iteration 3F: 3 clusters Score -119132 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -119519.203125 Penalty: 3289.472900
	Iteration 4F: 3 clusters Score -119519.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -120031.859375 Penalty: 3289.472900
	Iteration 5F: 3 clusters Score -120031.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -120462.976562 Penalty: 3289.472900
	Iteration 6F: 3 clusters Score -120463 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -120952.132812 Penalty: 3289.472900
	Iteration 7Q: 3 clusters Score -120952.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -121011.359375 Penalty: 3289.472900
	Iteration 8Q: 3 clusters Score -121011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -121011.359375 Penalty: 3289.472900
	Iteration 9F: 3 clusters Score -121011.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 27966 members 
Mstep: Class 3 contains 45075 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 39676 members 
Mstep: Class 6 contains 34805 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46383 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 31697 members 
Mstep: Class 11 contains 46484 members 
Mstep: Class 12 contains 66837 members 
Mstep: Class 13 contains 54589 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 33512 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45499 members 
Mstep: Class 18 contains 48156 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 29886 members 
Mstep: Class 22 contains 33376 members 
Mstep: Class 23 contains 21570 members 
Mstep: Class 24 contains 31206 members 
Mstep: Class 25 contains 11405 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 44196 members 
Mstep: Class 28 contains 24479 members 
Mstep: Class 29 contains 31236 members 
Mstep: Class 30 contains 56827 members 
Mstep: Class 31 contains 56854 members 
Mstep: Class 32 contains 68067 members 
Mstep: Class 33 contains 22756 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 32312 members 
Mstep: Class 36 contains 46735 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 36556 members 
Mstep: Class 40 contains 16816 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 1084 members 
Mstep: Class 45 contains 546 members 
Entering Unmasked Estep 
Score: -207938992.000000 Penalty: 155408.265625
Splitting cluster 26 changes total score from -207932048.000000 to -207938992.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 27 (44196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44196 members 
Entering Unmasked Estep 
Score: -8542855.000000 Penalty: 2652.704590
	Iteration 0F: 2 clusters Score -8542855 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 21992 members 
Entering Unmasked Estep 
Score: -8516983.000000 Penalty: 5305.409180
	Iteration 0F: 3 clusters Score -8516983 nChanged 20321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -8528203.000000 Penalty: 5305.409180
	Iteration 1F: 3 clusters Score -8528203 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23771 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
Score: -8528652.000000 Penalty: 5305.409180
	Iteration 2Q: 3 clusters Score -8528652 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -8529186.000000 Penalty: 5305.409180
	Iteration 3Q: 3 clusters Score -8529186 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25413 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -8529666.000000 Penalty: 5305.409180
	Iteration 4Q: 3 clusters Score -8529666 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26586 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -8530186.000000 Penalty: 5305.409180
	Iteration 5Q: 3 clusters Score -8530186 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 16001 members 
Entering Unmasked Estep 
Score: -8531036.000000 Penalty: 5305.409180
	Iteration 6Q: 3 clusters Score -8531036 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30097 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
Score: -8532147.000000 Penalty: 5305.409180
	Iteration 7Q: 3 clusters Score -8532147 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32160 members 
Mstep: Class 2 contains 12036 members 
Entering Unmasked Estep 
Score: -8533466.000000 Penalty: 5305.409180
	Iteration 8F: 3 clusters Score -8533466 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34193 members 
Mstep: Class 2 contains 10003 members 
Entering Unmasked Estep 
Score: -8534973.000000 Penalty: 5305.409180
	Iteration 9F: 3 clusters Score -8534973 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36049 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -8536400.000000 Penalty: 5305.409180
	Iteration 10Q: 3 clusters Score -8536400 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37418 members 
Mstep: Class 2 contains 6778 members 
Entering Unmasked Estep 
Score: -8537492.000000 Penalty: 5305.409180
	Iteration 11Q: 3 clusters Score -8537492 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38351 members 
Mstep: Class 2 contains 5845 members 
Entering Unmasked Estep 
Score: -8538259.000000 Penalty: 5305.409180
	Iteration 12Q: 3 clusters Score -8538259 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -8538750.000000 Penalty: 5305.409180
	Iteration 13Q: 3 clusters Score -8538750 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39424 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -8539082.000000 Penalty: 5305.409180
	Iteration 14Q: 3 clusters Score -8539082 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39776 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -8539268.000000 Penalty: 5305.409180
	Iteration 15Q: 3 clusters Score -8539268 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40068 members 
Mstep: Class 2 contains 4128 members 
Entering Unmasked Estep 
Score: -8539455.000000 Penalty: 5305.409180
	Iteration 16Q: 3 clusters Score -8539455 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -8539638.000000 Penalty: 5305.409180
	Iteration 17Q: 3 clusters Score -8539638 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40560 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -8539753.000000 Penalty: 5305.409180
	Iteration 18Q: 3 clusters Score -8539753 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -8539857.000000 Penalty: 5305.409180
	Iteration 19Q: 3 clusters Score -8539857 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40926 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -8539948.000000 Penalty: 5305.409180
	Iteration 20F: 3 clusters Score -8539948 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41061 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -8540013.000000 Penalty: 5305.409180
	Iteration 21Q: 3 clusters Score -8540013 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41196 members 
Mstep: Class 2 contains 3000 members 
Entering Unmasked Estep 
Score: -8540064.000000 Penalty: 5305.409180
	Iteration 22Q: 3 clusters Score -8540064 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41310 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -8540110.000000 Penalty: 5305.409180
	Iteration 23Q: 3 clusters Score -8540110 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8540142.000000 Penalty: 5305.409180
	Iteration 24Q: 3 clusters Score -8540142 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41481 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -8540184.000000 Penalty: 5305.409180
	Iteration 25Q: 3 clusters Score -8540184 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8540237.000000 Penalty: 5305.409180
	Iteration 26Q: 3 clusters Score -8540237 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8540298.000000 Penalty: 5305.409180
	Iteration 27Q: 3 clusters Score -8540298 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -8540334.000000 Penalty: 5305.409180
	Iteration 28Q: 3 clusters Score -8540334 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8540368.000000 Penalty: 5305.409180
	Iteration 29Q: 3 clusters Score -8540368 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -8540386.000000 Penalty: 5305.409180
	Iteration 30Q: 3 clusters Score -8540386 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41772 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -8540416.000000 Penalty: 5305.409180
	Iteration 31Q: 3 clusters Score -8540416 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41779 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -8540430.000000 Penalty: 5305.409180
	Iteration 32Q: 3 clusters Score -8540430 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8540480.000000 Penalty: 5305.409180
	Iteration 33Q: 3 clusters Score -8540480 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 2385 members 
Entering Unmasked Estep 
Score: -8540526.000000 Penalty: 5305.409180
	Iteration 34Q: 3 clusters Score -8540526 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41836 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -8540572.000000 Penalty: 5305.409180
	Iteration 35Q: 3 clusters Score -8540572 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -8540610.000000 Penalty: 5305.409180
	Iteration 36Q: 3 clusters Score -8540610 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41861 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -8540636.000000 Penalty: 5305.409180
	Iteration 37Q: 3 clusters Score -8540636 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8540672.000000 Penalty: 5305.409180
	Iteration 38Q: 3 clusters Score -8540672 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8540709.000000 Penalty: 5305.409180
	Iteration 39Q: 3 clusters Score -8540709 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8540745.000000 Penalty: 5305.409180
	Iteration 40F: 3 clusters Score -8540745 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41864 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -8540791.000000 Penalty: 5305.409180
	Iteration 41Q: 3 clusters Score -8540791 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8540826.000000 Penalty: 5305.409180
	Iteration 42Q: 3 clusters Score -8540826 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41868 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8540850.000000 Penalty: 5305.409180
	Iteration 43Q: 3 clusters Score -8540850 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41862 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -8540863.000000 Penalty: 5305.409180
	Iteration 44Q: 3 clusters Score -8540863 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -8540920.000000 Penalty: 5305.409180
	Iteration 45Q: 3 clusters Score -8540920 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -8540925.000000 Penalty: 5305.409180
	Iteration 46Q: 3 clusters Score -8540925 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 2352 members 
Entering Unmasked Estep 
Score: -8540947.000000 Penalty: 5305.409180
	Iteration 47Q: 3 clusters Score -8540947 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41829 members 
Mstep: Class 2 contains 2367 members 
Entering Unmasked Estep 
Score: -8540956.000000 Penalty: 5305.409180
	Iteration 48Q: 3 clusters Score -8540956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 2369 members 
Entering Unmasked Estep 
Score: -8540975.000000 Penalty: 5305.409180
	Iteration 49Q: 3 clusters Score -8540975 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8540990.000000 Penalty: 5305.409180
	Iteration 50Q: 3 clusters Score -8540990 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -8541019.000000 Penalty: 5305.409180
	Iteration 51Q: 3 clusters Score -8541019 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41795 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -8541051.000000 Penalty: 5305.409180
	Iteration 52Q: 3 clusters Score -8541051 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41782 members 
Mstep: Class 2 contains 2414 members 
Entering Unmasked Estep 
Score: -8541050.000000 Penalty: 5305.409180
	Iteration 53Q: 3 clusters Score -8541050 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41778 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -8541070.000000 Penalty: 5305.409180
	Iteration 54Q: 3 clusters Score -8541070 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -8541071.000000 Penalty: 5305.409180
	Iteration 55Q: 3 clusters Score -8541071 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41746 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -8541069.000000 Penalty: 5305.409180
	Iteration 56Q: 3 clusters Score -8541069 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41737 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -8541084.000000 Penalty: 5305.409180
	Iteration 57Q: 3 clusters Score -8541084 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8541102.000000 Penalty: 5305.409180
	Iteration 58Q: 3 clusters Score -8541102 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41722 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -8541106.000000 Penalty: 5305.409180
	Iteration 59Q: 3 clusters Score -8541106 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8541108.000000 Penalty: 5305.409180
	Iteration 60F: 3 clusters Score -8541108 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8541120.000000 Penalty: 5305.409180
	Iteration 61Q: 3 clusters Score -8541120 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8541122.000000 Penalty: 5305.409180
	Iteration 62Q: 3 clusters Score -8541122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41725 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8541126.000000 Penalty: 5305.409180
	Iteration 63Q: 3 clusters Score -8541126 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8541119.000000 Penalty: 5305.409180
	Iteration 64Q: 3 clusters Score -8541119 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8541120.000000 Penalty: 5305.409180
	Iteration 65Q: 3 clusters Score -8541120 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8541121.000000 Penalty: 5305.409180
	Iteration 66Q: 3 clusters Score -8541121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8541127.000000 Penalty: 5305.409180
	Iteration 67Q: 3 clusters Score -8541127 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8541124.000000 Penalty: 5305.409180
	Iteration 68Q: 3 clusters Score -8541124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8541129.000000 Penalty: 5305.409180
	Iteration 69Q: 3 clusters Score -8541129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41730 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -8541125.000000 Penalty: 5305.409180
	Iteration 70Q: 3 clusters Score -8541125 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41728 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8541128.000000 Penalty: 5305.409180
	Iteration 71Q: 3 clusters Score -8541128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41727 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -8541134.000000 Penalty: 5305.409180
	Iteration 72Q: 3 clusters Score -8541134 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -8541129.000000 Penalty: 5305.409180
	Iteration 73Q: 3 clusters Score -8541129 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41724 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -8541134.000000 Penalty: 5305.409180
	Iteration 74Q: 3 clusters Score -8541134 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41723 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -8541139.000000 Penalty: 5305.409180
	Iteration 75Q: 3 clusters Score -8541139 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -8541133.000000 Penalty: 5305.409180
	Iteration 76Q: 3 clusters Score -8541133 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8541140.000000 Penalty: 5305.409180
	Iteration 77Q: 3 clusters Score -8541140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41720 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -8541140.000000 Penalty: 5305.409180
	Iteration 78F: 3 clusters Score -8541140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (24479 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Entering Unmasked Estep 
Score: -4505643.000000 Penalty: 2506.181641
	Iteration 0F: 2 clusters Score -4505643 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -4488709.500000 Penalty: 5012.363281
	Iteration 0F: 3 clusters Score -4488710 nChanged 11002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -4494663.500000 Penalty: 5012.363281
	Iteration 1F: 3 clusters Score -4494664 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -4495211.000000 Penalty: 5012.363281
	Iteration 2F: 3 clusters Score -4495211 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4495770.000000 Penalty: 5012.363281
	Iteration 3Q: 3 clusters Score -4495770 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9691 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4496402.500000 Penalty: 5012.363281
	Iteration 4Q: 3 clusters Score -4496402 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
Score: -4497027.500000 Penalty: 5012.363281
	Iteration 5Q: 3 clusters Score -4497028 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7995 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -4497685.000000 Penalty: 5012.363281
	Iteration 6Q: 3 clusters Score -4497685 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6915 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -4498443.000000 Penalty: 5012.363281
	Iteration 7Q: 3 clusters Score -4498443 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5659 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4499352.000000 Penalty: 5012.363281
	Iteration 8F: 3 clusters Score -4499352 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 20150 members 
Entering Unmasked Estep 
Score: -4500298.500000 Penalty: 5012.363281
	Iteration 9F: 3 clusters Score -4500298 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3124 members 
Mstep: Class 2 contains 21355 members 
Entering Unmasked Estep 
Score: -4501191.500000 Penalty: 5012.363281
	Iteration 10Q: 3 clusters Score -4501192 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -4501995.000000 Penalty: 5012.363281
	Iteration 11Q: 3 clusters Score -4501995 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -4502619.500000 Penalty: 5012.363281
	Iteration 12Q: 3 clusters Score -4502620 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -4502963.000000 Penalty: 5012.363281
	Iteration 13Q: 3 clusters Score -4502963 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 23724 members 
Entering Unmasked Estep 
Score: -4503144.000000 Penalty: 5012.363281
	Iteration 14Q: 3 clusters Score -4503144 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 23853 members 
Entering Unmasked Estep 
Score: -4503270.000000 Penalty: 5012.363281
	Iteration 15Q: 3 clusters Score -4503270 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -4503337.500000 Penalty: 5012.363281
	Iteration 16Q: 3 clusters Score -4503338 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 23966 members 
Entering Unmasked Estep 
Score: -4503377.000000 Penalty: 5012.363281
	Iteration 17Q: 3 clusters Score -4503377 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 24000 members 
Entering Unmasked Estep 
Score: -4503404.500000 Penalty: 5012.363281
	Iteration 18Q: 3 clusters Score -4503404 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -4503418.000000 Penalty: 5012.363281
	Iteration 19Q: 3 clusters Score -4503418 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -4503430.000000 Penalty: 5012.363281
	Iteration 20F: 3 clusters Score -4503430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -4503439.000000 Penalty: 5012.363281
	Iteration 21Q: 3 clusters Score -4503439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 24045 members 
Entering Unmasked Estep 
Score: -4503447.500000 Penalty: 5012.363281
	Iteration 22Q: 3 clusters Score -4503448 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 24053 members 
Entering Unmasked Estep 
Score: -4503455.000000 Penalty: 5012.363281
	Iteration 23Q: 3 clusters Score -4503455 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 24055 members 
Entering Unmasked Estep 
Score: -4503455.500000 Penalty: 5012.363281
	Iteration 24Q: 3 clusters Score -4503456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4503463.500000 Penalty: 5012.363281
	Iteration 25Q: 3 clusters Score -4503464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4503476.000000 Penalty: 5012.363281
	Iteration 26Q: 3 clusters Score -4503476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -4503475.000000 Penalty: 5012.363281
	Iteration 27Q: 3 clusters Score -4503475 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4503477.000000 Penalty: 5012.363281
	Iteration 28Q: 3 clusters Score -4503477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -4503477.000000 Penalty: 5012.363281
	Iteration 29F: 3 clusters Score -4503477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (31236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Entering Unmasked Estep 
Score: -6157476.000000 Penalty: 2566.632812
	Iteration 0F: 2 clusters Score -6157476 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15685 members 
Mstep: Class 2 contains 15551 members 
Entering Unmasked Estep 
Score: -6137420.500000 Penalty: 5133.265625
	Iteration 0F: 3 clusters Score -6137420 nChanged 14039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -6145013.000000 Penalty: 5133.265625
	Iteration 1F: 3 clusters Score -6145013 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 14687 members 
Entering Unmasked Estep 
Score: -6145474.000000 Penalty: 5133.265625
	Iteration 2Q: 3 clusters Score -6145474 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -6145909.000000 Penalty: 5133.265625
	Iteration 3Q: 3 clusters Score -6145909 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -6146341.500000 Penalty: 5133.265625
	Iteration 4Q: 3 clusters Score -6146342 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 12977 members 
Entering Unmasked Estep 
Score: -6146775.000000 Penalty: 5133.265625
	Iteration 5Q: 3 clusters Score -6146775 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 11925 members 
Entering Unmasked Estep 
Score: -6147368.500000 Penalty: 5133.265625
	Iteration 6Q: 3 clusters Score -6147368 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20668 members 
Mstep: Class 2 contains 10568 members 
Entering Unmasked Estep 
Score: -6148184.500000 Penalty: 5133.265625
	Iteration 7F: 3 clusters Score -6148184 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22268 members 
Mstep: Class 2 contains 8968 members 
Entering Unmasked Estep 
Score: -6149198.000000 Penalty: 5133.265625
	Iteration 8F: 3 clusters Score -6149198 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24010 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -6150408.500000 Penalty: 5133.265625
	Iteration 9F: 3 clusters Score -6150408 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -6151631.000000 Penalty: 5133.265625
	Iteration 10F: 3 clusters Score -6151631 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -6152849.000000 Penalty: 5133.265625
	Iteration 11Q: 3 clusters Score -6152849 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -6153689.000000 Penalty: 5133.265625
	Iteration 12Q: 3 clusters Score -6153689 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -6154204.500000 Penalty: 5133.265625
	Iteration 13Q: 3 clusters Score -6154204 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29552 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -6154481.000000 Penalty: 5133.265625
	Iteration 14Q: 3 clusters Score -6154481 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29877 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6154672.000000 Penalty: 5133.265625
	Iteration 15Q: 3 clusters Score -6154672 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -6154800.000000 Penalty: 5133.265625
	Iteration 16Q: 3 clusters Score -6154800 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6154899.000000 Penalty: 5133.265625
	Iteration 17Q: 3 clusters Score -6154899 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30416 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6154983.500000 Penalty: 5133.265625
	Iteration 18Q: 3 clusters Score -6154984 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30510 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6155033.500000 Penalty: 5133.265625
	Iteration 19Q: 3 clusters Score -6155034 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30571 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -6155069.000000 Penalty: 5133.265625
	Iteration 20F: 3 clusters Score -6155069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6155104.000000 Penalty: 5133.265625
	Iteration 21Q: 3 clusters Score -6155104 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30657 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6155126.000000 Penalty: 5133.265625
	Iteration 22Q: 3 clusters Score -6155126 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -6155153.500000 Penalty: 5133.265625
	Iteration 23Q: 3 clusters Score -6155154 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -6155166.500000 Penalty: 5133.265625
	Iteration 24Q: 3 clusters Score -6155166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -6155180.000000 Penalty: 5133.265625
	Iteration 25Q: 3 clusters Score -6155180 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -6155195.000000 Penalty: 5133.265625
	Iteration 26Q: 3 clusters Score -6155195 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30737 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6155205.000000 Penalty: 5133.265625
	Iteration 27Q: 3 clusters Score -6155205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6155226.500000 Penalty: 5133.265625
	Iteration 28Q: 3 clusters Score -6155226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30758 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6155238.500000 Penalty: 5133.265625
	Iteration 29Q: 3 clusters Score -6155238 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30767 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -6155244.000000 Penalty: 5133.265625
	Iteration 30Q: 3 clusters Score -6155244 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6155248.000000 Penalty: 5133.265625
	Iteration 31Q: 3 clusters Score -6155248 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30783 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6155255.500000 Penalty: 5133.265625
	Iteration 32Q: 3 clusters Score -6155256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30790 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -6155255.000000 Penalty: 5133.265625
	Iteration 33Q: 3 clusters Score -6155255 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30795 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6155277.500000 Penalty: 5133.265625
	Iteration 34Q: 3 clusters Score -6155278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6155283.000000 Penalty: 5133.265625
	Iteration 35Q: 3 clusters Score -6155283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30809 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -6155283.500000 Penalty: 5133.265625
	Iteration 36Q: 3 clusters Score -6155284 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30813 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -6155286.000000 Penalty: 5133.265625
	Iteration 37Q: 3 clusters Score -6155286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30815 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6155292.500000 Penalty: 5133.265625
	Iteration 38Q: 3 clusters Score -6155292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6155295.500000 Penalty: 5133.265625
	Iteration 39Q: 3 clusters Score -6155296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6155296.500000 Penalty: 5133.265625
	Iteration 40F: 3 clusters Score -6155296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30819 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6155306.500000 Penalty: 5133.265625
	Iteration 41Q: 3 clusters Score -6155306 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6155308.500000 Penalty: 5133.265625
	Iteration 42Q: 3 clusters Score -6155308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6155308.500000 Penalty: 5133.265625
	Iteration 43F: 3 clusters Score -6155308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (56827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56827 members 
Entering Unmasked Estep 
Score: -10716423.000000 Penalty: 2715.046387
	Iteration 0F: 2 clusters Score -1.071642e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28321 members 
Mstep: Class 2 contains 28506 members 
Entering Unmasked Estep 
Score: -10680660.000000 Penalty: 5430.092773
	Iteration 0F: 3 clusters Score -1.068066e+07 nChanged 26546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27251 members 
Mstep: Class 2 contains 29576 members 
Entering Unmasked Estep 
Score: -10695270.000000 Penalty: 5430.092773
	Iteration 1F: 3 clusters Score -1.069527e+07 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -10695864.000000 Penalty: 5430.092773
	Iteration 2Q: 3 clusters Score -1.069586e+07 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25780 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -10696409.000000 Penalty: 5430.092773
	Iteration 3Q: 3 clusters Score -1.069641e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -10697074.000000 Penalty: 5430.092773
	Iteration 4Q: 3 clusters Score -1.069707e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 34213 members 
Entering Unmasked Estep 
Score: -10697919.000000 Penalty: 5430.092773
	Iteration 5Q: 3 clusters Score -1.069792e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -10699128.000000 Penalty: 5430.092773
	Iteration 6Q: 3 clusters Score -1.069913e+07 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16993 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -10701070.000000 Penalty: 5430.092773
	Iteration 7F: 3 clusters Score -1.070107e+07 nChanged 4006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13017 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -10703863.000000 Penalty: 5430.092773
	Iteration 8F: 3 clusters Score -1.070386e+07 nChanged 4300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 48104 members 
Entering Unmasked Estep 
Score: -10707080.000000 Penalty: 5430.092773
	Iteration 9F: 3 clusters Score -1.070708e+07 nChanged 3809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4920 members 
Mstep: Class 2 contains 51907 members 
Entering Unmasked Estep 
Score: -10710233.000000 Penalty: 5430.092773
	Iteration 10F: 3 clusters Score -1.071023e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 54508 members 
Entering Unmasked Estep 
Score: -10712319.000000 Penalty: 5430.092773
	Iteration 11Q: 3 clusters Score -1.071232e+07 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 55832 members 
Entering Unmasked Estep 
Score: -10713351.000000 Penalty: 5430.092773
	Iteration 12Q: 3 clusters Score -1.071335e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 56327 members 
Entering Unmasked Estep 
Score: -10713739.000000 Penalty: 5430.092773
	Iteration 13Q: 3 clusters Score -1.071374e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 56486 members 
Entering Unmasked Estep 
Score: -10713934.000000 Penalty: 5430.092773
	Iteration 14Q: 3 clusters Score -1.071393e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 56533 members 
Entering Unmasked Estep 
Score: -10713990.000000 Penalty: 5430.092773
	Iteration 15Q: 3 clusters Score -1.071399e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 56540 members 
Entering Unmasked Estep 
Score: -10714018.000000 Penalty: 5430.092773
	Iteration 16Q: 3 clusters Score -1.071402e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 56550 members 
Entering Unmasked Estep 
Score: -10714032.000000 Penalty: 5430.092773
	Iteration 17Q: 3 clusters Score -1.071403e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -10714047.000000 Penalty: 5430.092773
	Iteration 18Q: 3 clusters Score -1.071405e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 56557 members 
Entering Unmasked Estep 
Score: -10714052.000000 Penalty: 5430.092773
	Iteration 19Q: 3 clusters Score -1.071405e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -10714060.000000 Penalty: 5430.092773
	Iteration 20F: 3 clusters Score -1.071406e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 56562 members 
Entering Unmasked Estep 
Score: -10714060.000000 Penalty: 5430.092773
	Iteration 21Q: 3 clusters Score -1.071406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 56565 members 
Entering Unmasked Estep 
Score: -10714064.000000 Penalty: 5430.092773
	Iteration 22Q: 3 clusters Score -1.071406e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 56568 members 
Entering Unmasked Estep 
Score: -10714077.000000 Penalty: 5430.092773
	Iteration 23Q: 3 clusters Score -1.071408e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -10714081.000000 Penalty: 5430.092773
	Iteration 24Q: 3 clusters Score -1.071408e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 56571 members 
Entering Unmasked Estep 
Score: -10714086.000000 Penalty: 5430.092773
	Iteration 25Q: 3 clusters Score -1.071409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -10714088.000000 Penalty: 5430.092773
	Iteration 26Q: 3 clusters Score -1.071409e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -10714096.000000 Penalty: 5430.092773
	Iteration 27Q: 3 clusters Score -1.07141e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 56573 members 
Entering Unmasked Estep 
Score: -10714096.000000 Penalty: 5430.092773
	Iteration 28F: 3 clusters Score -1.07141e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (56854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56854 members 
Entering Unmasked Estep 
Score: -10438650.000000 Penalty: 2715.164062
	Iteration 0F: 2 clusters Score -1.043865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -10403089.000000 Penalty: 5430.328125
	Iteration 0F: 3 clusters Score -1.040309e+07 nChanged 26397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28034 members 
Mstep: Class 2 contains 28820 members 
Entering Unmasked Estep 
Score: -10417714.000000 Penalty: 5430.328125
	Iteration 1F: 3 clusters Score -1.041771e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 29033 members 
Entering Unmasked Estep 
Score: -10418304.000000 Penalty: 5430.328125
	Iteration 2Q: 3 clusters Score -1.04183e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 29415 members 
Entering Unmasked Estep 
Score: -10418800.000000 Penalty: 5430.328125
	Iteration 3Q: 3 clusters Score -1.04188e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 29956 members 
Entering Unmasked Estep 
Score: -10419282.000000 Penalty: 5430.328125
	Iteration 4Q: 3 clusters Score -1.041928e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26173 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -10419761.000000 Penalty: 5430.328125
	Iteration 5Q: 3 clusters Score -1.041976e+07 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 31682 members 
Entering Unmasked Estep 
Score: -10420388.000000 Penalty: 5430.328125
	Iteration 6Q: 3 clusters Score -1.042039e+07 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23784 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -10421229.000000 Penalty: 5430.328125
	Iteration 7Q: 3 clusters Score -1.042123e+07 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 34900 members 
Entering Unmasked Estep 
Score: -10422319.000000 Penalty: 5430.328125
	Iteration 8Q: 3 clusters Score -1.042232e+07 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19746 members 
Mstep: Class 2 contains 37108 members 
Entering Unmasked Estep 
Score: -10423838.000000 Penalty: 5430.328125
	Iteration 9Q: 3 clusters Score -1.042384e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 39695 members 
Entering Unmasked Estep 
Score: -10425745.000000 Penalty: 5430.328125
	Iteration 10F: 3 clusters Score -1.042574e+07 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -10427784.000000 Penalty: 5430.328125
	Iteration 11F: 3 clusters Score -1.042778e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 45370 members 
Entering Unmasked Estep 
Score: -10429867.000000 Penalty: 5430.328125
	Iteration 12F: 3 clusters Score -1.042987e+07 nChanged 2710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 47864 members 
Entering Unmasked Estep 
Score: -10431753.000000 Penalty: 5430.328125
	Iteration 13Q: 3 clusters Score -1.043175e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7023 members 
Mstep: Class 2 contains 49831 members 
Entering Unmasked Estep 
Score: -10433134.000000 Penalty: 5430.328125
	Iteration 14Q: 3 clusters Score -1.043313e+07 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -10434063.000000 Penalty: 5430.328125
	Iteration 15Q: 3 clusters Score -1.043406e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -10434676.000000 Penalty: 5430.328125
	Iteration 16Q: 3 clusters Score -1.043468e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -10435035.000000 Penalty: 5430.328125
	Iteration 17Q: 3 clusters Score -1.043504e+07 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 53616 members 
Entering Unmasked Estep 
Score: -10435273.000000 Penalty: 5430.328125
	Iteration 18Q: 3 clusters Score -1.043527e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 53996 members 
Entering Unmasked Estep 
Score: -10435429.000000 Penalty: 5430.328125
	Iteration 19Q: 3 clusters Score -1.043543e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 54325 members 
Entering Unmasked Estep 
Score: -10435558.000000 Penalty: 5430.328125
	Iteration 20F: 3 clusters Score -1.043556e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 54596 members 
Entering Unmasked Estep 
Score: -10435673.000000 Penalty: 5430.328125
	Iteration 21Q: 3 clusters Score -1.043567e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2054 members 
Mstep: Class 2 contains 54800 members 
Entering Unmasked Estep 
Score: -10435784.000000 Penalty: 5430.328125
	Iteration 22Q: 3 clusters Score -1.043578e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 54967 members 
Entering Unmasked Estep 
Score: -10435877.000000 Penalty: 5430.328125
	Iteration 23Q: 3 clusters Score -1.043588e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 55120 members 
Entering Unmasked Estep 
Score: -10435956.000000 Penalty: 5430.328125
	Iteration 24Q: 3 clusters Score -1.043596e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 55236 members 
Entering Unmasked Estep 
Score: -10435995.000000 Penalty: 5430.328125
	Iteration 25Q: 3 clusters Score -1.0436e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 55315 members 
Entering Unmasked Estep 
Score: -10436037.000000 Penalty: 5430.328125
	Iteration 26Q: 3 clusters Score -1.043604e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 55383 members 
Entering Unmasked Estep 
Score: -10436060.000000 Penalty: 5430.328125
	Iteration 27Q: 3 clusters Score -1.043606e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 55462 members 
Entering Unmasked Estep 
Score: -10436123.000000 Penalty: 5430.328125
	Iteration 28Q: 3 clusters Score -1.043612e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 55524 members 
Entering Unmasked Estep 
Score: -10436152.000000 Penalty: 5430.328125
	Iteration 29Q: 3 clusters Score -1.043615e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -10436174.000000 Penalty: 5430.328125
	Iteration 30Q: 3 clusters Score -1.043617e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -10436201.000000 Penalty: 5430.328125
	Iteration 31Q: 3 clusters Score -1.04362e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 55659 members 
Entering Unmasked Estep 
Score: -10436215.000000 Penalty: 5430.328125
	Iteration 32Q: 3 clusters Score -1.043622e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 55688 members 
Entering Unmasked Estep 
Score: -10436217.000000 Penalty: 5430.328125
	Iteration 33Q: 3 clusters Score -1.043622e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 55711 members 
Entering Unmasked Estep 
Score: -10436214.000000 Penalty: 5430.328125
	Iteration 34Q: 3 clusters Score -1.043621e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 55721 members 
Entering Unmasked Estep 
Score: -10436222.000000 Penalty: 5430.328125
	Iteration 35Q: 3 clusters Score -1.043622e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 55742 members 
Entering Unmasked Estep 
Score: -10436226.000000 Penalty: 5430.328125
	Iteration 36Q: 3 clusters Score -1.043623e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 55754 members 
Entering Unmasked Estep 
Score: -10436236.000000 Penalty: 5430.328125
	Iteration 37Q: 3 clusters Score -1.043624e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 55772 members 
Entering Unmasked Estep 
Score: -10436256.000000 Penalty: 5430.328125
	Iteration 38Q: 3 clusters Score -1.043626e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 55793 members 
Entering Unmasked Estep 
Score: -10436243.000000 Penalty: 5430.328125
	Iteration 39Q: 3 clusters Score -1.043624e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 55809 members 
Entering Unmasked Estep 
Score: -10436257.000000 Penalty: 5430.328125
	Iteration 40F: 3 clusters Score -1.043626e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 55830 members 
Entering Unmasked Estep 
Score: -10436250.000000 Penalty: 5430.328125
	Iteration 41Q: 3 clusters Score -1.043625e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 55849 members 
Entering Unmasked Estep 
Score: -10436267.000000 Penalty: 5430.328125
	Iteration 42Q: 3 clusters Score -1.043627e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 55865 members 
Entering Unmasked Estep 
Score: -10436299.000000 Penalty: 5430.328125
	Iteration 43Q: 3 clusters Score -1.04363e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 55880 members 
Entering Unmasked Estep 
Score: -10436312.000000 Penalty: 5430.328125
	Iteration 44Q: 3 clusters Score -1.043631e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 55886 members 
Entering Unmasked Estep 
Score: -10436314.000000 Penalty: 5430.328125
	Iteration 45Q: 3 clusters Score -1.043631e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 55893 members 
Entering Unmasked Estep 
Score: -10436326.000000 Penalty: 5430.328125
	Iteration 46Q: 3 clusters Score -1.043633e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 55907 members 
Entering Unmasked Estep 
Score: -10436322.000000 Penalty: 5430.328125
	Iteration 47Q: 3 clusters Score -1.043632e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 55911 members 
Entering Unmasked Estep 
Score: -10436324.000000 Penalty: 5430.328125
	Iteration 48Q: 3 clusters Score -1.043632e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -10436325.000000 Penalty: 5430.328125
	Iteration 49Q: 3 clusters Score -1.043632e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -10436328.000000 Penalty: 5430.328125
	Iteration 50Q: 3 clusters Score -1.043633e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 55918 members 
Entering Unmasked Estep 
Score: -10436337.000000 Penalty: 5430.328125
	Iteration 51Q: 3 clusters Score -1.043634e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -10436331.000000 Penalty: 5430.328125
	Iteration 52Q: 3 clusters Score -1.043633e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -10436331.000000 Penalty: 5430.328125
	Iteration 53F: 3 clusters Score -1.043633e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (68067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68067 members 
Entering Unmasked Estep 
Score: -12285949.000000 Penalty: 2759.805664
	Iteration 0F: 2 clusters Score -1.228595e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33885 members 
Mstep: Class 2 contains 34182 members 
Entering Unmasked Estep 
Score: -12244101.000000 Penalty: 5519.611328
	Iteration 0F: 3 clusters Score -1.22441e+07 nChanged 31678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -12261823.000000 Penalty: 5519.611328
	Iteration 1F: 3 clusters Score -1.226182e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31754 members 
Mstep: Class 2 contains 36313 members 
Entering Unmasked Estep 
Score: -12262339.000000 Penalty: 5519.611328
	Iteration 2Q: 3 clusters Score -1.226234e+07 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 37423 members 
Entering Unmasked Estep 
Score: -12263003.000000 Penalty: 5519.611328
	Iteration 3Q: 3 clusters Score -1.2263e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 38937 members 
Entering Unmasked Estep 
Score: -12263709.000000 Penalty: 5519.611328
	Iteration 4Q: 3 clusters Score -1.226371e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27015 members 
Mstep: Class 2 contains 41052 members 
Entering Unmasked Estep 
Score: -12264795.000000 Penalty: 5519.611328
	Iteration 5Q: 3 clusters Score -1.22648e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -12266574.000000 Penalty: 5519.611328
	Iteration 6Q: 3 clusters Score -1.226657e+07 nChanged 4074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -12269184.000000 Penalty: 5519.611328
	Iteration 7F: 3 clusters Score -1.226918e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15342 members 
Mstep: Class 2 contains 52725 members 
Entering Unmasked Estep 
Score: -12272570.000000 Penalty: 5519.611328
	Iteration 8F: 3 clusters Score -1.227257e+07 nChanged 4722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 57379 members 
Entering Unmasked Estep 
Score: -12276157.000000 Penalty: 5519.611328
	Iteration 9F: 3 clusters Score -1.227616e+07 nChanged 3776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6970 members 
Mstep: Class 2 contains 61097 members 
Entering Unmasked Estep 
Score: -12278984.000000 Penalty: 5519.611328
	Iteration 10F: 3 clusters Score -1.227898e+07 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 63547 members 
Entering Unmasked Estep 
Score: -12280810.000000 Penalty: 5519.611328
	Iteration 11Q: 3 clusters Score -1.228081e+07 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 64975 members 
Entering Unmasked Estep 
Score: -12281795.000000 Penalty: 5519.611328
	Iteration 12Q: 3 clusters Score -1.22818e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 65809 members 
Entering Unmasked Estep 
Score: -12282396.000000 Penalty: 5519.611328
	Iteration 13Q: 3 clusters Score -1.22824e+07 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 66304 members 
Entering Unmasked Estep 
Score: -12282738.000000 Penalty: 5519.611328
	Iteration 14Q: 3 clusters Score -1.228274e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 66626 members 
Entering Unmasked Estep 
Score: -12282986.000000 Penalty: 5519.611328
	Iteration 15Q: 3 clusters Score -1.228299e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 66831 members 
Entering Unmasked Estep 
Score: -12283180.000000 Penalty: 5519.611328
	Iteration 16Q: 3 clusters Score -1.228318e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 66980 members 
Entering Unmasked Estep 
Score: -12283275.000000 Penalty: 5519.611328
	Iteration 17Q: 3 clusters Score -1.228328e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 67087 members 
Entering Unmasked Estep 
Score: -12283381.000000 Penalty: 5519.611328
	Iteration 18Q: 3 clusters Score -1.228338e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 67154 members 
Entering Unmasked Estep 
Score: -12283441.000000 Penalty: 5519.611328
	Iteration 19Q: 3 clusters Score -1.228344e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 67193 members 
Entering Unmasked Estep 
Score: -12283479.000000 Penalty: 5519.611328
	Iteration 20F: 3 clusters Score -1.228348e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 67235 members 
Entering Unmasked Estep 
Score: -12283478.000000 Penalty: 5519.611328
	Iteration 21Q: 3 clusters Score -1.228348e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 67266 members 
Entering Unmasked Estep 
Score: -12283485.000000 Penalty: 5519.611328
	Iteration 22Q: 3 clusters Score -1.228348e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 67292 members 
Entering Unmasked Estep 
Score: -12283511.000000 Penalty: 5519.611328
	Iteration 23Q: 3 clusters Score -1.228351e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 67314 members 
Entering Unmasked Estep 
Score: -12283530.000000 Penalty: 5519.611328
	Iteration 24Q: 3 clusters Score -1.228353e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 67328 members 
Entering Unmasked Estep 
Score: -12283555.000000 Penalty: 5519.611328
	Iteration 25Q: 3 clusters Score -1.228356e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 67341 members 
Entering Unmasked Estep 
Score: -12283547.000000 Penalty: 5519.611328
	Iteration 26Q: 3 clusters Score -1.228355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 67355 members 
Entering Unmasked Estep 
Score: -12283551.000000 Penalty: 5519.611328
	Iteration 27Q: 3 clusters Score -1.228355e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 67364 members 
Entering Unmasked Estep 
Score: -12283550.000000 Penalty: 5519.611328
	Iteration 28Q: 3 clusters Score -1.228355e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 67378 members 
Entering Unmasked Estep 
Score: -12283576.000000 Penalty: 5519.611328
	Iteration 29Q: 3 clusters Score -1.228358e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 67391 members 
Entering Unmasked Estep 
Score: -12283573.000000 Penalty: 5519.611328
	Iteration 30Q: 3 clusters Score -1.228357e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 67394 members 
Entering Unmasked Estep 
Score: -12283585.000000 Penalty: 5519.611328
	Iteration 31Q: 3 clusters Score -1.228358e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 67395 members 
Entering Unmasked Estep 
Score: -12283583.000000 Penalty: 5519.611328
	Iteration 32Q: 3 clusters Score -1.228358e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 67397 members 
Entering Unmasked Estep 
Score: -12283571.000000 Penalty: 5519.611328
	Iteration 33Q: 3 clusters Score -1.228357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 67400 members 
Entering Unmasked Estep 
Score: -12283569.000000 Penalty: 5519.611328
	Iteration 34Q: 3 clusters Score -1.228357e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 67401 members 
Entering Unmasked Estep 
Score: -12283576.000000 Penalty: 5519.611328
	Iteration 35Q: 3 clusters Score -1.228358e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -12283577.000000 Penalty: 5519.611328
	Iteration 36Q: 3 clusters Score -1.228358e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 67402 members 
Entering Unmasked Estep 
Score: -12283577.000000 Penalty: 5519.611328
	Iteration 37F: 3 clusters Score -1.228358e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (22756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Entering Unmasked Estep 
Score: -4267103.000000 Penalty: 2488.080811
	Iteration 0F: 2 clusters Score -4267103 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11283 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -4251253.000000 Penalty: 4976.161621
	Iteration 0F: 3 clusters Score -4251253 nChanged 10113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11014 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -4256650.500000 Penalty: 4976.161621
	Iteration 1F: 3 clusters Score -4256650 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -4257175.500000 Penalty: 4976.161621
	Iteration 2F: 3 clusters Score -4257176 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 11849 members 
Entering Unmasked Estep 
Score: -4257717.500000 Penalty: 4976.161621
	Iteration 3F: 3 clusters Score -4257718 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10892 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -4258451.500000 Penalty: 4976.161621
	Iteration 4F: 3 clusters Score -4258452 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -4259290.000000 Penalty: 4976.161621
	Iteration 5F: 3 clusters Score -4259290 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10838 members 
Mstep: Class 2 contains 11918 members 
Entering Unmasked Estep 
Score: -4260206.000000 Penalty: 4976.161621
	Iteration 6F: 3 clusters Score -4260206 nChanged 1340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10700 members 
Mstep: Class 2 contains 12056 members 
Entering Unmasked Estep 
Score: -4260992.000000 Penalty: 4976.161621
	Iteration 7F: 3 clusters Score -4260992 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 12331 members 
Entering Unmasked Estep 
Score: -4261624.000000 Penalty: 4976.161621
	Iteration 8F: 3 clusters Score -4261624 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10045 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -4262057.500000 Penalty: 4976.161621
	Iteration 9Q: 3 clusters Score -4262058 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9595 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -4262343.000000 Penalty: 4976.161621
	Iteration 10Q: 3 clusters Score -4262343 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9108 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -4262599.000000 Penalty: 4976.161621
	Iteration 11Q: 3 clusters Score -4262599 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8549 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -4262834.500000 Penalty: 4976.161621
	Iteration 12Q: 3 clusters Score -4262834 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -4263092.500000 Penalty: 4976.161621
	Iteration 13Q: 3 clusters Score -4263092 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 15405 members 
Entering Unmasked Estep 
Score: -4263328.000000 Penalty: 4976.161621
	Iteration 14Q: 3 clusters Score -4263328 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6780 members 
Mstep: Class 2 contains 15976 members 
Entering Unmasked Estep 
Score: -4263552.500000 Penalty: 4976.161621
	Iteration 15Q: 3 clusters Score -4263552 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 16509 members 
Entering Unmasked Estep 
Score: -4263748.500000 Penalty: 4976.161621
	Iteration 16Q: 3 clusters Score -4263748 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -4263966.000000 Penalty: 4976.161621
	Iteration 17Q: 3 clusters Score -4263966 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5249 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -4264157.000000 Penalty: 4976.161621
	Iteration 18Q: 3 clusters Score -4264157 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -4264339.000000 Penalty: 4976.161621
	Iteration 19Q: 3 clusters Score -4264339 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4373 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -4264502.000000 Penalty: 4976.161621
	Iteration 20F: 3 clusters Score -4264502 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 18756 members 
Entering Unmasked Estep 
Score: -4264652.000000 Penalty: 4976.161621
	Iteration 21Q: 3 clusters Score -4264652 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -4264764.500000 Penalty: 4976.161621
	Iteration 22Q: 3 clusters Score -4264764 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 19345 members 
Entering Unmasked Estep 
Score: -4264855.500000 Penalty: 4976.161621
	Iteration 23Q: 3 clusters Score -4264856 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -4264935.000000 Penalty: 4976.161621
	Iteration 24Q: 3 clusters Score -4264935 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3004 members 
Mstep: Class 2 contains 19752 members 
Entering Unmasked Estep 
Score: -4264995.000000 Penalty: 4976.161621
	Iteration 25Q: 3 clusters Score -4264995 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -4265032.500000 Penalty: 4976.161621
	Iteration 26Q: 3 clusters Score -4265032 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 20057 members 
Entering Unmasked Estep 
Score: -4265081.500000 Penalty: 4976.161621
	Iteration 27Q: 3 clusters Score -4265082 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 20181 members 
Entering Unmasked Estep 
Score: -4265116.000000 Penalty: 4976.161621
	Iteration 28Q: 3 clusters Score -4265116 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4265155.000000 Penalty: 4976.161621
	Iteration 29Q: 3 clusters Score -4265155 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -4265178.000000 Penalty: 4976.161621
	Iteration 30Q: 3 clusters Score -4265178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -4265210.000000 Penalty: 4976.161621
	Iteration 31Q: 3 clusters Score -4265210 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -4265221.000000 Penalty: 4976.161621
	Iteration 32Q: 3 clusters Score -4265221 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 20533 members 
Entering Unmasked Estep 
Score: -4265234.500000 Penalty: 4976.161621
	Iteration 33Q: 3 clusters Score -4265234 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 20575 members 
Entering Unmasked Estep 
Score: -4265244.500000 Penalty: 4976.161621
	Iteration 34Q: 3 clusters Score -4265244 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 20610 members 
Entering Unmasked Estep 
Score: -4265254.500000 Penalty: 4976.161621
	Iteration 35Q: 3 clusters Score -4265254 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -4265275.000000 Penalty: 4976.161621
	Iteration 36Q: 3 clusters Score -4265275 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 20668 members 
Entering Unmasked Estep 
Score: -4265279.500000 Penalty: 4976.161621
	Iteration 37Q: 3 clusters Score -4265280 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -4265293.500000 Penalty: 4976.161621
	Iteration 38Q: 3 clusters Score -4265294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4265290.000000 Penalty: 4976.161621
	Iteration 39Q: 3 clusters Score -4265290 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2049 members 
Mstep: Class 2 contains 20707 members 
Entering Unmasked Estep 
Score: -4265292.000000 Penalty: 4976.161621
	Iteration 40F: 3 clusters Score -4265292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 20715 members 
Entering Unmasked Estep 
Score: -4265293.500000 Penalty: 4976.161621
	Iteration 41Q: 3 clusters Score -4265294 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 20725 members 
Entering Unmasked Estep 
Score: -4265290.500000 Penalty: 4976.161621
	Iteration 42Q: 3 clusters Score -4265290 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -4265291.500000 Penalty: 4976.161621
	Iteration 43Q: 3 clusters Score -4265292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -4265296.000000 Penalty: 4976.161621
	Iteration 44Q: 3 clusters Score -4265296 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 20740 members 
Entering Unmasked Estep 
Score: -4265298.500000 Penalty: 4976.161621
	Iteration 45Q: 3 clusters Score -4265298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -4265304.000000 Penalty: 4976.161621
	Iteration 46Q: 3 clusters Score -4265304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 20756 members 
Entering Unmasked Estep 
Score: -4265300.000000 Penalty: 4976.161621
	Iteration 47Q: 3 clusters Score -4265300 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -4265304.500000 Penalty: 4976.161621
	Iteration 48Q: 3 clusters Score -4265304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -4265304.500000 Penalty: 4976.161621
	Iteration 49Q: 3 clusters Score -4265304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 20774 members 
Entering Unmasked Estep 
Score: -4265303.500000 Penalty: 4976.161621
	Iteration 50Q: 3 clusters Score -4265304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
Score: -4265304.500000 Penalty: 4976.161621
	Iteration 51Q: 3 clusters Score -4265304 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 20784 members 
Entering Unmasked Estep 
Score: -4265308.000000 Penalty: 4976.161621
	Iteration 52Q: 3 clusters Score -4265308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 20789 members 
Entering Unmasked Estep 
Score: -4265309.000000 Penalty: 4976.161621
	Iteration 53Q: 3 clusters Score -4265309 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -4265308.500000 Penalty: 4976.161621
	Iteration 54Q: 3 clusters Score -4265308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 20793 members 
Entering Unmasked Estep 
Score: -4265306.000000 Penalty: 4976.161621
	Iteration 55Q: 3 clusters Score -4265306 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -4265310.500000 Penalty: 4976.161621
	Iteration 56Q: 3 clusters Score -4265310 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4265309.000000 Penalty: 4976.161621
	Iteration 57Q: 3 clusters Score -4265309 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 20795 members 
Entering Unmasked Estep 
Score: -4265309.000000 Penalty: 4976.161621
	Iteration 58F: 3 clusters Score -4265309 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (223 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Entering Unmasked Estep 
Score: -32684.460938 Penalty: 1340.978638
	Iteration 0F: 2 clusters Score -32684.46 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -31531.587891 Penalty: 2681.957275
	Iteration 0F: 3 clusters Score -31531.59 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -31661.898438 Penalty: 2681.957275
	Iteration 1F: 3 clusters Score -31661.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -31702.310547 Penalty: 2681.957275
	Iteration 2Q: 3 clusters Score -31702.31 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -31724.919922 Penalty: 2681.957275
	Iteration 3Q: 3 clusters Score -31724.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -31729.076172 Penalty: 2681.957275
	Iteration 4Q: 3 clusters Score -31729.08 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -31737.189453 Penalty: 2681.957275
	Iteration 5Q: 3 clusters Score -31737.19 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31744.554688 Penalty: 2681.957275
	Iteration 6Q: 3 clusters Score -31744.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -31744.554688 Penalty: 2681.957275
	Iteration 7F: 3 clusters Score -31744.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (32312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Entering Unmasked Estep 
Score: -6176605.500000 Penalty: 2575.032227
	Iteration 0F: 2 clusters Score -6176606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16169 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -6154738.500000 Penalty: 5150.064453
	Iteration 0F: 3 clusters Score -6154738 nChanged 14731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 16192 members 
Entering Unmasked Estep 
Score: -6162837.500000 Penalty: 5150.064453
	Iteration 1F: 3 clusters Score -6162838 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16144 members 
Mstep: Class 2 contains 16168 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6163243 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16190 members 
Mstep: Class 2 contains 16122 members 
Entering Unmasked Estep 
Score: -6163572.500000 Penalty: 5150.064453
	Iteration 3Q: 3 clusters Score -6163572 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -6163804 nChanged 948
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16301 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -6164068 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16389 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -6164296.500000 Penalty: 5150.064453
	Iteration 6Q: 3 clusters Score -6164296 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -6164579.500000 Penalty: 5150.064453
	Iteration 7Q: 3 clusters Score -6164580 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -6165000 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 15277 members 
Entering Unmasked Estep 
Score: -6165460.500000 Penalty: 5150.064453
	Iteration 9Q: 3 clusters Score -6165460 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -6166244.500000 Penalty: 5150.064453
	Iteration 10Q: 3 clusters Score -6166244 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -6167548.000000 Penalty: 5150.064453
	Iteration 11F: 3 clusters Score -6167548 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 13286 members 
Entering Unmasked Estep 
Score: -6169170.000000 Penalty: 5150.064453
	Iteration 12F: 3 clusters Score -6169170 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -6170782.500000 Penalty: 5150.064453
	Iteration 13F: 3 clusters Score -6170782 nChanged 1726
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 11815 members 
Entering Unmasked Estep 
Score: -6171840.000000 Penalty: 5150.064453
	Iteration 14F: 3 clusters Score -6171840 nChanged 1263
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21076 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -6172497.500000 Penalty: 5150.064453
	Iteration 15Q: 3 clusters Score -6172498 nChanged 895
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 10715 members 
Entering Unmasked Estep 
Score: -6172930.500000 Penalty: 5150.064453
	Iteration 16Q: 3 clusters Score -6172930 nChanged 739
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 10208 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -6173295 nChanged 654
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -6173668.500000 Penalty: 5150.064453
	Iteration 18Q: 3 clusters Score -6173668 nChanged 586
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22952 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -6173967.500000 Penalty: 5150.064453
	Iteration 19Q: 3 clusters Score -6173968 nChanged 501
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23287 members 
Mstep: Class 2 contains 9025 members 
Entering Unmasked Estep 
Score: -6174198.000000 Penalty: 5150.064453
	Iteration 20F: 3 clusters Score -6174198 nChanged 417
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Mstep: Class 1 contains 23550 members 
Mstep: Class 2 contains 8762 members 
Entering Unmasked Estep 
Score: -6174383.000000 Penalty: 5150.064453
	Iteration 21Q: 3 clusters Score -6174383 nChanged 335
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23765 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -6174501.500000 Penalty: 5150.064453
	Iteration 22Q: 3 clusters Score -6174502 nChanged 293
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Mstep: Class 1 contains 23946 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -6174556.500000 Penalty: 5150.064453
	Iteration 23Q: 3 clusters Score -6174556 nChanged 230
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Mstep: Class 1 contains 24112 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -6174601 nChanged 178
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Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -6174642.000000 Penalty: 5150.064453
	Iteration 25Q: 3 clusters Score -6174642 nChanged 153
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24375 members 
Mstep: Class 2 contains 7937 members 
Entering Unmasked Estep 
Score: -6174690.500000 Penalty: 5150.064453
	Iteration 26Q: 3 clusters Score -6174690 nChanged 124
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Mstep: Class 1 contains 24469 members 
Mstep: Class 2 contains 7843 members 
Entering Unmasked Estep 
Score: -6174711.000000 Penalty: 5150.064453
	Iteration 27Q: 3 clusters Score -6174711 nChanged 85
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Mstep: Class 1 contains 24542 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -6174702 nChanged 68
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Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -6174712.000000 Penalty: 5150.064453
	Iteration 29Q: 3 clusters Score -6174712 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 7668 members 
Entering Unmasked Estep 
Score: -6174702.500000 Penalty: 5150.064453
	Iteration 30Q: 3 clusters Score -6174702 nChanged 39
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Mstep: Class 1 contains 24679 members 
Mstep: Class 2 contains 7633 members 
Entering Unmasked Estep 
Score: -6174705.000000 Penalty: 5150.064453
	Iteration 31Q: 3 clusters Score -6174705 nChanged 36
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Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 7597 members 
Entering Unmasked Estep 
Score: -6174709.500000 Penalty: 5150.064453
	Iteration 32Q: 3 clusters Score -6174710 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24743 members 
Mstep: Class 2 contains 7569 members 
Entering Unmasked Estep 
Score: -6174705.500000 Penalty: 5150.064453
	Iteration 33Q: 3 clusters Score -6174706 nChanged 31
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Mstep: Class 1 contains 24774 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -6174704.500000 Penalty: 5150.064453
	Iteration 34Q: 3 clusters Score -6174704 nChanged 38
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Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 7500 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -6174712 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -6174710.500000 Penalty: 5150.064453
	Iteration 36Q: 3 clusters Score -6174710 nChanged 50
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Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 7409 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -6174709 nChanged 47
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Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -6174711 nChanged 54
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Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 7308 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -6174711 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 7256 members 
Entering Unmasked Estep 
Score: -6174717.500000 Penalty: 5150.064453
	Iteration 40F: 3 clusters Score -6174718 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25108 members 
Mstep: Class 2 contains 7204 members 
Entering Unmasked Estep 
Score: -6174723.500000 Penalty: 5150.064453
	Iteration 41Q: 3 clusters Score -6174724 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25148 members 
Mstep: Class 2 contains 7164 members 
Entering Unmasked Estep 
Score: -6174747.500000 Penalty: 5150.064453
	Iteration 42Q: 3 clusters Score -6174748 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -6174749.000000 Penalty: 5150.064453
	Iteration 43Q: 3 clusters Score -6174749 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25232 members 
Mstep: Class 2 contains 7080 members 
Entering Unmasked Estep 
Score: -6174761.000000 Penalty: 5150.064453
	Iteration 44Q: 3 clusters Score -6174761 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 7049 members 
Entering Unmasked Estep 
Score: -6174753.500000 Penalty: 5150.064453
	Iteration 45Q: 3 clusters Score -6174754 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25295 members 
Mstep: Class 2 contains 7017 members 
Entering Unmasked Estep 
Score: -6174742.500000 Penalty: 5150.064453
	Iteration 46Q: 3 clusters Score -6174742 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 6992 members 
Entering Unmasked Estep 
Score: -6174740.000000 Penalty: 5150.064453
	Iteration 47Q: 3 clusters Score -6174740 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25347 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -6174736.000000 Penalty: 5150.064453
	Iteration 48Q: 3 clusters Score -6174736 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -6174734.500000 Penalty: 5150.064453
	Iteration 49Q: 3 clusters Score -6174734 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -6174735.000000 Penalty: 5150.064453
	Iteration 50Q: 3 clusters Score -6174735 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25408 members 
Mstep: Class 2 contains 6904 members 
Entering Unmasked Estep 
Score: -6174737.500000 Penalty: 5150.064453
	Iteration 51Q: 3 clusters Score -6174738 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25426 members 
Mstep: Class 2 contains 6886 members 
Entering Unmasked Estep 
Score: -6174744.000000 Penalty: 5150.064453
	Iteration 52Q: 3 clusters Score -6174744 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 6865 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -6174745 nChanged 25
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Mstep: Class 1 contains 25472 members 
Mstep: Class 2 contains 6840 members 
Entering Unmasked Estep 
Score: -6174732.000000 Penalty: 5150.064453
	Iteration 54Q: 3 clusters Score -6174732 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25494 members 
Mstep: Class 2 contains 6818 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -6174744 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25512 members 
Mstep: Class 2 contains 6800 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -6174744 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 6782 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -6174742 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 6760 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -6174744 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25567 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -6174748 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25580 members 
Mstep: Class 2 contains 6732 members 
Entering Unmasked Estep 
Score: -6174751.000000 Penalty: 5150.064453
	Iteration 60F: 3 clusters Score -6174751 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 6722 members 
Entering Unmasked Estep 
Score: -6174755.000000 Penalty: 5150.064453
	Iteration 61Q: 3 clusters Score -6174755 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25606 members 
Mstep: Class 2 contains 6706 members 
Entering Unmasked Estep 
Score: -6174764.000000 Penalty: 5150.064453
	Iteration 62Q: 3 clusters Score -6174764 nChanged 6
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Mstep: Class 1 contains 25612 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -6174759.500000 Penalty: 5150.064453
	Iteration 63Q: 3 clusters Score -6174760 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25619 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -6174766.000000 Penalty: 5150.064453
	Iteration 64Q: 3 clusters Score -6174766 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25626 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -6174762.000000 Penalty: 5150.064453
	Iteration 65Q: 3 clusters Score -6174762 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25632 members 
Mstep: Class 2 contains 6680 members 
Entering Unmasked Estep 
Score: -6174764.500000 Penalty: 5150.064453
	Iteration 66Q: 3 clusters Score -6174764 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25637 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -6174768 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25643 members 
Mstep: Class 2 contains 6669 members 
Entering Unmasked Estep 
Score: -6174771.000000 Penalty: 5150.064453
	Iteration 68Q: 3 clusters Score -6174771 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25647 members 
Mstep: Class 2 contains 6665 members 
Entering Unmasked Estep 
Score: -6174763.500000 Penalty: 5150.064453
	Iteration 69Q: 3 clusters Score -6174764 nChanged 6
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Mstep: Class 1 contains 25653 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -6174762 nChanged 2
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Mstep: Class 1 contains 25655 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -6174764 nChanged 2
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Mstep: Class 1 contains 25657 members 
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Entering Unmasked Estep 
Score: -6174757.500000 Penalty: 5150.064453
	Iteration 72Q: 3 clusters Score -6174758 nChanged 2
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Mstep: Class 1 contains 25659 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -6174756.000000 Penalty: 5150.064453
	Iteration 73Q: 3 clusters Score -6174756 nChanged 2
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Mstep: Class 1 contains 25661 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -6174758 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25664 members 
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Entering Unmasked Estep 
Score: -6174767.500000 Penalty: 5150.064453
	Iteration 75Q: 3 clusters Score -6174768 nChanged 5
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Mstep: Class 1 contains 25669 members 
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Entering Unmasked Estep 
Score: -6174760.500000 Penalty: 5150.064453
	Iteration 76Q: 3 clusters Score -6174760 nChanged 5
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Mstep: Class 1 contains 25674 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -6174761 nChanged 5
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Mstep: Class 1 contains 25679 members 
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	Iteration 78Q: 3 clusters Score -6174762 nChanged 8
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Mstep: Class 1 contains 25687 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -6174758 nChanged 7
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Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -6174764 nChanged 8
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Mstep: Class 1 contains 25702 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -6174768 nChanged 9
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Mstep: Class 1 contains 25711 members 
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	Iteration 82Q: 3 clusters Score -6174768 nChanged 9
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Mstep: Class 1 contains 25720 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6174770 nChanged 20
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -6174768 nChanged 20
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Mstep: Class 1 contains 25760 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6174766 nChanged 20
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	Iteration 86Q: 3 clusters Score -6174768 nChanged 22
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	Iteration 87Q: 3 clusters Score -6174762 nChanged 21
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	Iteration 88Q: 3 clusters Score -6174763 nChanged 19
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	Iteration 89Q: 3 clusters Score -6174766 nChanged 18
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	Iteration 90Q: 3 clusters Score -6174758 nChanged 14
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6174752 nChanged 19
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6174758 nChanged 18
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Mstep: Class 1 contains 25909 members 
Mstep: Class 2 contains 6403 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6174760 nChanged 24
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6174758 nChanged 19
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 25978 members 
Mstep: Class 2 contains 6334 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6174750 nChanged 8
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Mstep: Class 1 contains 25986 members 
Mstep: Class 2 contains 6326 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6174757 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25994 members 
Mstep: Class 2 contains 6318 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6174758 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26005 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6174757 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6174758 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26032 members 
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6174766 nChanged 11
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Mstep: Class 1 contains 26052 members 
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -6174766 nChanged 11
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Mstep: Class 1 contains 26063 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6174760 nChanged 12
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Mstep: Class 1 contains 26075 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6174758 nChanged 22
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6174758 nChanged 26
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Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6174766 nChanged 18
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Entering Unmasked Estep 
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Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6174758 nChanged 20
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Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6174755 nChanged 27
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6174785 nChanged 14
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	Iteration 116Q: 3 clusters Score -6174790 nChanged 11
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	Iteration 117Q: 3 clusters Score -6174805 nChanged 6
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -6174800 nChanged 6
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	Iteration 120F: 3 clusters Score -6174804 nChanged 9
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	Iteration 121Q: 3 clusters Score -6174812 nChanged 7
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	Iteration 122Q: 3 clusters Score -6174805 nChanged 8
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	Iteration 124Q: 3 clusters Score -6174806 nChanged 16
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	Iteration 125Q: 3 clusters Score -6174810 nChanged 17
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	Iteration 126Q: 3 clusters Score -6174807 nChanged 15
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	Iteration 127Q: 3 clusters Score -6174804 nChanged 14
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	Iteration 128Q: 3 clusters Score -6174806 nChanged 17
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	Iteration 129Q: 3 clusters Score -6174810 nChanged 25
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Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6174815 nChanged 27
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	Iteration 131Q: 3 clusters Score -6174813 nChanged 23
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	Iteration 132Q: 3 clusters Score -6174800 nChanged 23
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	Iteration 133Q: 3 clusters Score -6174800 nChanged 25
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	Iteration 134Q: 3 clusters Score -6174792 nChanged 23
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	Iteration 135Q: 3 clusters Score -6174805 nChanged 17
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	Iteration 136Q: 3 clusters Score -6174815 nChanged 20
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	Iteration 137Q: 3 clusters Score -6174810 nChanged 16
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6174812 nChanged 17
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	Iteration 139Q: 3 clusters Score -6174810 nChanged 17
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Mstep: Class 1 contains 26660 members 
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -6174812 nChanged 26
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Mstep: Class 1 contains 26686 members 
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	Iteration 141Q: 3 clusters Score -6174805 nChanged 28
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6174795 nChanged 28
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Mstep: Class 1 contains 26742 members 
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	Iteration 143Q: 3 clusters Score -6174800 nChanged 31
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	Iteration 144Q: 3 clusters Score -6174791 nChanged 48
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -6174793 nChanged 37
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -6174808 nChanged 39
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	Iteration 147Q: 3 clusters Score -6174805 nChanged 47
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	Iteration 148Q: 3 clusters Score -6174802 nChanged 40
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	Iteration 149Q: 3 clusters Score -6174810 nChanged 27
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	Iteration 150Q: 3 clusters Score -6174808 nChanged 29
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Mstep: Class 1 contains 27036 members 
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	Iteration 151Q: 3 clusters Score -6174808 nChanged 30
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	Iteration 152Q: 3 clusters Score -6174825 nChanged 24
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6174832 nChanged 23
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	Iteration 154Q: 3 clusters Score -6174830 nChanged 34
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Mstep: Class 1 contains 27143 members 
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Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -6174842 nChanged 42
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	Iteration 156Q: 3 clusters Score -6174835 nChanged 30
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	Iteration 157Q: 3 clusters Score -6174850 nChanged 42
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	Iteration 158Q: 3 clusters Score -6174832 nChanged 45
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Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -6174834 nChanged 47
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Mstep: Class 1 contains 27349 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6174828 nChanged 56
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Mstep: Class 1 contains 27403 members 
Mstep: Class 2 contains 4909 members 
Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -6174826 nChanged 61
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Mstep: Class 2 contains 4848 members 
Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -6174825 nChanged 54
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Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -6174842 nChanged 55
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Mstep: Class 1 contains 27573 members 
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Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -6174846 nChanged 69
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Mstep: Class 1 contains 27642 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6174870 nChanged 59
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Mstep: Class 1 contains 27701 members 
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Entering Unmasked Estep 
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	Iteration 166Q: 3 clusters Score -6174892 nChanged 55
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Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 4556 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -6174900 nChanged 47
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Mstep: Class 1 contains 27803 members 
Mstep: Class 2 contains 4509 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6174898 nChanged 49
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Mstep: Class 1 contains 27852 members 
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Entering Unmasked Estep 
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	Iteration 169Q: 3 clusters Score -6174890 nChanged 59
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Mstep: Class 1 contains 27911 members 
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Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -6174894 nChanged 57
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Mstep: Class 1 contains 27968 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -6174906 nChanged 64
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28032 members 
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Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -6174913 nChanged 58
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Mstep: Class 1 contains 28090 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6174918 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28149 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6174918 nChanged 65
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Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -6174916 nChanged 74
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Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6174921 nChanged 57
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Mstep: Class 1 contains 28343 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -6174917 nChanged 52
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Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6174917 nChanged 57
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Mstep: Class 1 contains 28452 members 
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Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -6174936 nChanged 67
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Mstep: Class 1 contains 28519 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -6174947 nChanged 65
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6174943 nChanged 42
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	Iteration 182Q: 3 clusters Score -6174944 nChanged 43
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6174954 nChanged 36
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	Iteration 184Q: 3 clusters Score -6174960 nChanged 38
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -6174948 nChanged 31
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	Iteration 186Q: 3 clusters Score -6174957 nChanged 37
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	Iteration 187Q: 3 clusters Score -6174968 nChanged 51
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6174964 nChanged 54
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	Iteration 189Q: 3 clusters Score -6174966 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -6174970.000000 Penalty: 5150.064453
	Iteration 190Q: 3 clusters Score -6174970 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29026 members 
Mstep: Class 2 contains 3286 members 
Entering Unmasked Estep 
Score: -6174971.500000 Penalty: 5150.064453
	Iteration 191Q: 3 clusters Score -6174972 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29075 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6174983.500000 Penalty: 5150.064453
	Iteration 192Q: 3 clusters Score -6174984 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29112 members 
Mstep: Class 2 contains 3200 members 
Entering Unmasked Estep 
Score: -6174988.000000 Penalty: 5150.064453
	Iteration 193Q: 3 clusters Score -6174988 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29140 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -6174995.000000 Penalty: 5150.064453
	Iteration 194Q: 3 clusters Score -6174995 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29168 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -6174992.000000 Penalty: 5150.064453
	Iteration 195Q: 3 clusters Score -6174992 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29204 members 
Mstep: Class 2 contains 3108 members 
Entering Unmasked Estep 
Score: -6174993.500000 Penalty: 5150.064453
	Iteration 196Q: 3 clusters Score -6174994 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 3089 members 
Entering Unmasked Estep 
Score: -6175004.500000 Penalty: 5150.064453
	Iteration 197Q: 3 clusters Score -6175004 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29249 members 
Mstep: Class 2 contains 3063 members 
Entering Unmasked Estep 
Score: -6175008.500000 Penalty: 5150.064453
	Iteration 198Q: 3 clusters Score -6175008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -6175006.000000 Penalty: 5150.064453
	Iteration 199Q: 3 clusters Score -6175006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -6175003.000000 Penalty: 5150.064453
	Iteration 200F: 3 clusters Score -6175003 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Mstep: Class 2 contains 3010 members 
Entering Unmasked Estep 
Score: -6175004.000000 Penalty: 5150.064453
	Iteration 201Q: 3 clusters Score -6175004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29311 members 
Mstep: Class 2 contains 3001 members 
Entering Unmasked Estep 
Score: -6174998.000000 Penalty: 5150.064453
	Iteration 202Q: 3 clusters Score -6174998 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29317 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -6175001.000000 Penalty: 5150.064453
	Iteration 203Q: 3 clusters Score -6175001 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29324 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -6175002.000000 Penalty: 5150.064453
	Iteration 204Q: 3 clusters Score -6175002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -6175002.000000 Penalty: 5150.064453
	Iteration 205Q: 3 clusters Score -6175002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29341 members 
Mstep: Class 2 contains 2971 members 
Entering Unmasked Estep 
Score: -6174997.000000 Penalty: 5150.064453
	Iteration 206Q: 3 clusters Score -6174997 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 2959 members 
Entering Unmasked Estep 
Score: -6174999.000000 Penalty: 5150.064453
	Iteration 207Q: 3 clusters Score -6174999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29359 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -6175003.000000 Penalty: 5150.064453
	Iteration 208Q: 3 clusters Score -6175003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29367 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -6175006.500000 Penalty: 5150.064453
	Iteration 209Q: 3 clusters Score -6175006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6175004.000000 Penalty: 5150.064453
	Iteration 210Q: 3 clusters Score -6175004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -6175005.000000 Penalty: 5150.064453
	Iteration 211Q: 3 clusters Score -6175005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29384 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -6175006.500000 Penalty: 5150.064453
	Iteration 212Q: 3 clusters Score -6175006 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -6175008.500000 Penalty: 5150.064453
	Iteration 213Q: 3 clusters Score -6175008 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -6175009.000000 Penalty: 5150.064453
	Iteration 214Q: 3 clusters Score -6175009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -6175009.500000 Penalty: 5150.064453
	Iteration 215Q: 3 clusters Score -6175010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 2915 members 
Entering Unmasked Estep 
Score: -6175006.000000 Penalty: 5150.064453
	Iteration 216Q: 3 clusters Score -6175006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29398 members 
Mstep: Class 2 contains 2914 members 
Entering Unmasked Estep 
Score: -6175007.000000 Penalty: 5150.064453
	Iteration 217Q: 3 clusters Score -6175007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -6175004.500000 Penalty: 5150.064453
	Iteration 218Q: 3 clusters Score -6175004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 2907 members 
Entering Unmasked Estep 
Score: -6175008.500000 Penalty: 5150.064453
	Iteration 219Q: 3 clusters Score -6175008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -6175005.000000 Penalty: 5150.064453
	Iteration 220F: 3 clusters Score -6175005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29416 members 
Mstep: Class 2 contains 2896 members 
Entering Unmasked Estep 
Score: -6175005.000000 Penalty: 5150.064453
	Iteration 221Q: 3 clusters Score -6175005 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -6175000.000000 Penalty: 5150.064453
	Iteration 222Q: 3 clusters Score -6175000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -6175006.000000 Penalty: 5150.064453
	Iteration 223Q: 3 clusters Score -6175006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29433 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -6175000.000000 Penalty: 5150.064453
	Iteration 224Q: 3 clusters Score -6175000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -6175009.500000 Penalty: 5150.064453
	Iteration 225Q: 3 clusters Score -6175010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -6175005.000000 Penalty: 5150.064453
	Iteration 226Q: 3 clusters Score -6175005 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -6175002.000000 Penalty: 5150.064453
	Iteration 227Q: 3 clusters Score -6175002 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6175001.000000 Penalty: 5150.064453
	Iteration 228Q: 3 clusters Score -6175001 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 2871 members 
Entering Unmasked Estep 
Score: -6175001.000000 Penalty: 5150.064453
	Iteration 229F: 3 clusters Score -6175001 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (46735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Entering Unmasked Estep 
Score: -8774426.000000 Penalty: 2666.557617
	Iteration 0F: 2 clusters Score -8774426 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -8746253.000000 Penalty: 5333.115234
	Iteration 0F: 3 clusters Score -8746253 nChanged 21422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -8757853.000000 Penalty: 5333.115234
	Iteration 1F: 3 clusters Score -8757853 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -8758370.000000 Penalty: 5333.115234
	Iteration 2Q: 3 clusters Score -8758370 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23286 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -8758774.000000 Penalty: 5333.115234
	Iteration 3Q: 3 clusters Score -8758774 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23262 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -8759178.000000 Penalty: 5333.115234
	Iteration 4Q: 3 clusters Score -8759178 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23168 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -8759640.000000 Penalty: 5333.115234
	Iteration 5Q: 3 clusters Score -8759640 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23029 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -8760085.000000 Penalty: 5333.115234
	Iteration 6Q: 3 clusters Score -8760085 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22865 members 
Mstep: Class 2 contains 23870 members 
Entering Unmasked Estep 
Score: -8760589.000000 Penalty: 5333.115234
	Iteration 7Q: 3 clusters Score -8760589 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22656 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -8761217.000000 Penalty: 5333.115234
	Iteration 8Q: 3 clusters Score -8761217 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22406 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -8761962.000000 Penalty: 5333.115234
	Iteration 9Q: 3 clusters Score -8761962 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22068 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -8762954.000000 Penalty: 5333.115234
	Iteration 10Q: 3 clusters Score -8762954 nChanged 2191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21605 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -8764152.000000 Penalty: 5333.115234
	Iteration 11Q: 3 clusters Score -8764152 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21019 members 
Mstep: Class 2 contains 25716 members 
Entering Unmasked Estep 
Score: -8765588.000000 Penalty: 5333.115234
	Iteration 12Q: 3 clusters Score -8765588 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20340 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -8767044.000000 Penalty: 5333.115234
	Iteration 13F: 3 clusters Score -8767044 nChanged 2310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -8768518.000000 Penalty: 5333.115234
	Iteration 14Q: 3 clusters Score -8768518 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18500 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -8769620.000000 Penalty: 5333.115234
	Iteration 15Q: 3 clusters Score -8769620 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 29328 members 
Entering Unmasked Estep 
Score: -8770329.000000 Penalty: 5333.115234
	Iteration 16Q: 3 clusters Score -8770329 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16173 members 
Mstep: Class 2 contains 30562 members 
Entering Unmasked Estep 
Score: -8770793.000000 Penalty: 5333.115234
	Iteration 17Q: 3 clusters Score -8770793 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -8771187.000000 Penalty: 5333.115234
	Iteration 18Q: 3 clusters Score -8771187 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 33166 members 
Entering Unmasked Estep 
Score: -8771557.000000 Penalty: 5333.115234
	Iteration 19Q: 3 clusters Score -8771557 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 34454 members 
Entering Unmasked Estep 
Score: -8771773.000000 Penalty: 5333.115234
	Iteration 20F: 3 clusters Score -8771773 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11012 members 
Mstep: Class 2 contains 35723 members 
Entering Unmasked Estep 
Score: -8771987.000000 Penalty: 5333.115234
	Iteration 21Q: 3 clusters Score -8771987 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9802 members 
Mstep: Class 2 contains 36933 members 
Entering Unmasked Estep 
Score: -8772203.000000 Penalty: 5333.115234
	Iteration 22Q: 3 clusters Score -8772203 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -8772378.000000 Penalty: 5333.115234
	Iteration 23Q: 3 clusters Score -8772378 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7681 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -8772480.000000 Penalty: 5333.115234
	Iteration 24Q: 3 clusters Score -8772480 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -8772625.000000 Penalty: 5333.115234
	Iteration 25Q: 3 clusters Score -8772625 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 40710 members 
Entering Unmasked Estep 
Score: -8772714.000000 Penalty: 5333.115234
	Iteration 26Q: 3 clusters Score -8772714 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 41395 members 
Entering Unmasked Estep 
Score: -8772717.000000 Penalty: 5333.115234
	Iteration 27Q: 3 clusters Score -8772717 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4705 members 
Mstep: Class 2 contains 42030 members 
Entering Unmasked Estep 
Score: -8772717.000000 Penalty: 5333.115234
	Iteration 28Q: 3 clusters Score -8772717 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4139 members 
Mstep: Class 2 contains 42596 members 
Entering Unmasked Estep 
Score: -8772728.000000 Penalty: 5333.115234
	Iteration 29Q: 3 clusters Score -8772728 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -8772680.000000 Penalty: 5333.115234
	Iteration 30Q: 3 clusters Score -8772680 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 43503 members 
Entering Unmasked Estep 
Score: -8772573.000000 Penalty: 5333.115234
	Iteration 31Q: 3 clusters Score -8772573 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 43864 members 
Entering Unmasked Estep 
Score: -8772556.000000 Penalty: 5333.115234
	Iteration 32Q: 3 clusters Score -8772556 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 44192 members 
Entering Unmasked Estep 
Score: -8772491.000000 Penalty: 5333.115234
	Iteration 33Q: 3 clusters Score -8772491 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -8772499.000000 Penalty: 5333.115234
	Iteration 34Q: 3 clusters Score -8772499 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 44741 members 
Entering Unmasked Estep 
Score: -8772478.000000 Penalty: 5333.115234
	Iteration 35Q: 3 clusters Score -8772478 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 44921 members 
Entering Unmasked Estep 
Score: -8772453.000000 Penalty: 5333.115234
	Iteration 36Q: 3 clusters Score -8772453 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1670 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -8772465.000000 Penalty: 5333.115234
	Iteration 37Q: 3 clusters Score -8772465 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -8772453.000000 Penalty: 5333.115234
	Iteration 38Q: 3 clusters Score -8772453 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8772448.000000 Penalty: 5333.115234
	Iteration 39Q: 3 clusters Score -8772448 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -8772512.000000 Penalty: 5333.115234
	Iteration 40F: 3 clusters Score -8772512 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 45476 members 
Entering Unmasked Estep 
Score: -8772513.000000 Penalty: 5333.115234
	Iteration 41Q: 3 clusters Score -8772513 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 45579 members 
Entering Unmasked Estep 
Score: -8772513.000000 Penalty: 5333.115234
	Iteration 42Q: 3 clusters Score -8772513 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 45664 members 
Entering Unmasked Estep 
Score: -8772508.000000 Penalty: 5333.115234
	Iteration 43Q: 3 clusters Score -8772508 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 45732 members 
Entering Unmasked Estep 
Score: -8772475.000000 Penalty: 5333.115234
	Iteration 44Q: 3 clusters Score -8772475 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 45787 members 
Entering Unmasked Estep 
Score: -8772467.000000 Penalty: 5333.115234
	Iteration 45Q: 3 clusters Score -8772467 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 45836 members 
Entering Unmasked Estep 
Score: -8772442.000000 Penalty: 5333.115234
	Iteration 46Q: 3 clusters Score -8772442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 45875 members 
Entering Unmasked Estep 
Score: -8772418.000000 Penalty: 5333.115234
	Iteration 47Q: 3 clusters Score -8772418 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 45900 members 
Entering Unmasked Estep 
Score: -8772405.000000 Penalty: 5333.115234
	Iteration 48Q: 3 clusters Score -8772405 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 45926 members 
Entering Unmasked Estep 
Score: -8772409.000000 Penalty: 5333.115234
	Iteration 49Q: 3 clusters Score -8772409 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 45954 members 
Entering Unmasked Estep 
Score: -8772404.000000 Penalty: 5333.115234
	Iteration 50Q: 3 clusters Score -8772404 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 45980 members 
Entering Unmasked Estep 
Score: -8772384.000000 Penalty: 5333.115234
	Iteration 51Q: 3 clusters Score -8772384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -8772385.000000 Penalty: 5333.115234
	Iteration 52Q: 3 clusters Score -8772385 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 46014 members 
Entering Unmasked Estep 
Score: -8772390.000000 Penalty: 5333.115234
	Iteration 53Q: 3 clusters Score -8772390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 46018 members 
Entering Unmasked Estep 
Score: -8772388.000000 Penalty: 5333.115234
	Iteration 54Q: 3 clusters Score -8772388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -8772380.000000 Penalty: 5333.115234
	Iteration 55Q: 3 clusters Score -8772380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 46025 members 
Entering Unmasked Estep 
Score: -8772377.000000 Penalty: 5333.115234
	Iteration 56Q: 3 clusters Score -8772377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 46028 members 
Entering Unmasked Estep 
Score: -8772380.000000 Penalty: 5333.115234
	Iteration 57Q: 3 clusters Score -8772380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 46034 members 
Entering Unmasked Estep 
Score: -8772383.000000 Penalty: 5333.115234
	Iteration 58Q: 3 clusters Score -8772383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 46038 members 
Entering Unmasked Estep 
Score: -8772378.000000 Penalty: 5333.115234
	Iteration 59Q: 3 clusters Score -8772378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 46041 members 
Entering Unmasked Estep 
Score: -8772379.000000 Penalty: 5333.115234
	Iteration 60F: 3 clusters Score -8772379 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -295987.000000 Penalty: 1838.065918
	Iteration 0F: 2 clusters Score -295987 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -293686.875000 Penalty: 3676.131836
	Iteration 0F: 3 clusters Score -293686.9 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -294268.750000 Penalty: 3676.131836
	Iteration 1F: 3 clusters Score -294268.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -294579.750000 Penalty: 3676.131836
	Iteration 2F: 3 clusters Score -294579.8 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -294816.281250 Penalty: 3676.131836
	Iteration 3F: 3 clusters Score -294816.3 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -294961.031250 Penalty: 3676.131836
	Iteration 4F: 3 clusters Score -294961 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -295070.375000 Penalty: 3676.131836
	Iteration 5Q: 3 clusters Score -295070.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -295151.375000 Penalty: 3676.131836
	Iteration 6Q: 3 clusters Score -295151.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -295201.812500 Penalty: 3676.131836
	Iteration 7Q: 3 clusters Score -295201.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -295223.156250 Penalty: 3676.131836
	Iteration 8Q: 3 clusters Score -295223.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -295233.906250 Penalty: 3676.131836
	Iteration 9Q: 3 clusters Score -295233.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -295241.843750 Penalty: 3676.131836
	Iteration 10Q: 3 clusters Score -295241.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -295255.000000 Penalty: 3676.131836
	Iteration 11Q: 3 clusters Score -295255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -295261.625000 Penalty: 3676.131836
	Iteration 12Q: 3 clusters Score -295261.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -295267.062500 Penalty: 3676.131836
	Iteration 13Q: 3 clusters Score -295267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -295271.343750 Penalty: 3676.131836
	Iteration 14Q: 3 clusters Score -295271.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -295273.031250 Penalty: 3676.131836
	Iteration 15Q: 3 clusters Score -295273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -295273.531250 Penalty: 3676.131836
	Iteration 16Q: 3 clusters Score -295273.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -295276.125000 Penalty: 3676.131836
	Iteration 17Q: 3 clusters Score -295276.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -295277.500000 Penalty: 3676.131836
	Iteration 18Q: 3 clusters Score -295277.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -295278.625000 Penalty: 3676.131836
	Iteration 19Q: 3 clusters Score -295278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -295278.625000 Penalty: 3676.131836
	Iteration 20F: 3 clusters Score -295278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Entering Unmasked Estep 
Score: -139734.156250 Penalty: 1668.996338
	Iteration 0F: 2 clusters Score -139734.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -137952.265625 Penalty: 3337.992676
	Iteration 0F: 3 clusters Score -137952.3 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -138222.515625 Penalty: 3337.992676
	Iteration 1F: 3 clusters Score -138222.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -138345.781250 Penalty: 3337.992676
	Iteration 2F: 3 clusters Score -138345.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -138428.718750 Penalty: 3337.992676
	Iteration 3Q: 3 clusters Score -138428.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -138521.218750 Penalty: 3337.992676
	Iteration 4Q: 3 clusters Score -138521.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -138598.968750 Penalty: 3337.992676
	Iteration 5Q: 3 clusters Score -138599 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -138651.218750 Penalty: 3337.992676
	Iteration 6Q: 3 clusters Score -138651.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -138722.093750 Penalty: 3337.992676
	Iteration 7Q: 3 clusters Score -138722.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -138795.125000 Penalty: 3337.992676
	Iteration 8Q: 3 clusters Score -138795.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -138868.109375 Penalty: 3337.992676
	Iteration 9Q: 3 clusters Score -138868.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -138919.140625 Penalty: 3337.992676
	Iteration 10Q: 3 clusters Score -138919.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -138969.187500 Penalty: 3337.992676
	Iteration 11Q: 3 clusters Score -138969.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -139007.062500 Penalty: 3337.992676
	Iteration 12Q: 3 clusters Score -139007.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -139038.734375 Penalty: 3337.992676
	Iteration 13Q: 3 clusters Score -139038.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -139063.328125 Penalty: 3337.992676
	Iteration 14Q: 3 clusters Score -139063.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -139083.468750 Penalty: 3337.992676
	Iteration 15Q: 3 clusters Score -139083.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -139104.093750 Penalty: 3337.992676
	Iteration 16Q: 3 clusters Score -139104.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -139134.187500 Penalty: 3337.992676
	Iteration 17Q: 3 clusters Score -139134.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -139167.546875 Penalty: 3337.992676
	Iteration 18Q: 3 clusters Score -139167.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -139180.062500 Penalty: 3337.992676
	Iteration 19Q: 3 clusters Score -139180.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -139208.156250 Penalty: 3337.992676
	Iteration 20F: 3 clusters Score -139208.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -139243.390625 Penalty: 3337.992676
	Iteration 21Q: 3 clusters Score -139243.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -139294.687500 Penalty: 3337.992676
	Iteration 22Q: 3 clusters Score -139294.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -139312.312500 Penalty: 3337.992676
	Iteration 23Q: 3 clusters Score -139312.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -139324.328125 Penalty: 3337.992676
	Iteration 24Q: 3 clusters Score -139324.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -139328.937500 Penalty: 3337.992676
	Iteration 25Q: 3 clusters Score -139328.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -139329.265625 Penalty: 3337.992676
	Iteration 26Q: 3 clusters Score -139329.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -139329.265625 Penalty: 3337.992676
	Iteration 27F: 3 clusters Score -139329.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (36556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36556 members 
Entering Unmasked Estep 
Score: -7326711.000000 Penalty: 2605.636963
	Iteration 0F: 2 clusters Score -7326711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 18331 members 
Entering Unmasked Estep 
Score: -7308265.500000 Penalty: 5211.273926
	Iteration 0F: 3 clusters Score -7308266 nChanged 16588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17659 members 
Mstep: Class 2 contains 18897 members 
Entering Unmasked Estep 
Score: -7317395.000000 Penalty: 5211.273926
	Iteration 1F: 3 clusters Score -7317395 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -7317957.000000 Penalty: 5211.273926
	Iteration 2Q: 3 clusters Score -7317957 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17028 members 
Mstep: Class 2 contains 19528 members 
Entering Unmasked Estep 
Score: -7318504.000000 Penalty: 5211.273926
	Iteration 3Q: 3 clusters Score -7318504 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16569 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -7318963.000000 Penalty: 5211.273926
	Iteration 4Q: 3 clusters Score -7318963 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15989 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -7319401.500000 Penalty: 5211.273926
	Iteration 5Q: 3 clusters Score -7319402 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -7319832.000000 Penalty: 5211.273926
	Iteration 6Q: 3 clusters Score -7319832 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 22053 members 
Entering Unmasked Estep 
Score: -7320215.500000 Penalty: 5211.273926
	Iteration 7Q: 3 clusters Score -7320216 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13533 members 
Mstep: Class 2 contains 23023 members 
Entering Unmasked Estep 
Score: -7320734.000000 Penalty: 5211.273926
	Iteration 8Q: 3 clusters Score -7320734 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 24083 members 
Entering Unmasked Estep 
Score: -7321319.500000 Penalty: 5211.273926
	Iteration 9Q: 3 clusters Score -7321320 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -7321998.500000 Penalty: 5211.273926
	Iteration 10Q: 3 clusters Score -7321998 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 25984 members 
Entering Unmasked Estep 
Score: -7322877.000000 Penalty: 5211.273926
	Iteration 11Q: 3 clusters Score -7322877 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10043 members 
Mstep: Class 2 contains 26513 members 
Entering Unmasked Estep 
Score: -7323857.000000 Penalty: 5211.273926
	Iteration 12Q: 3 clusters Score -7323857 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 26729 members 
Entering Unmasked Estep 
Score: -7324557.000000 Penalty: 5211.273926
	Iteration 13Q: 3 clusters Score -7324557 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9756 members 
Mstep: Class 2 contains 26800 members 
Entering Unmasked Estep 
Score: -7324895.000000 Penalty: 5211.273926
	Iteration 14Q: 3 clusters Score -7324895 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 26811 members 
Entering Unmasked Estep 
Score: -7325081.500000 Penalty: 5211.273926
	Iteration 15Q: 3 clusters Score -7325082 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 26793 members 
Entering Unmasked Estep 
Score: -7325175.500000 Penalty: 5211.273926
	Iteration 16Q: 3 clusters Score -7325176 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 26726 members 
Entering Unmasked Estep 
Score: -7325250.000000 Penalty: 5211.273926
	Iteration 17Q: 3 clusters Score -7325250 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9917 members 
Mstep: Class 2 contains 26639 members 
Entering Unmasked Estep 
Score: -7325344.500000 Penalty: 5211.273926
	Iteration 18Q: 3 clusters Score -7325344 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10009 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -7325430.500000 Penalty: 5211.273926
	Iteration 19Q: 3 clusters Score -7325430 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10090 members 
Mstep: Class 2 contains 26466 members 
Entering Unmasked Estep 
Score: -7325520.500000 Penalty: 5211.273926
	Iteration 20F: 3 clusters Score -7325520 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 26378 members 
Entering Unmasked Estep 
Score: -7325668.500000 Penalty: 5211.273926
	Iteration 21Q: 3 clusters Score -7325668 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10293 members 
Mstep: Class 2 contains 26263 members 
Entering Unmasked Estep 
Score: -7325723.500000 Penalty: 5211.273926
	Iteration 22Q: 3 clusters Score -7325724 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 26163 members 
Entering Unmasked Estep 
Score: -7325823.500000 Penalty: 5211.273926
	Iteration 23Q: 3 clusters Score -7325824 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10533 members 
Mstep: Class 2 contains 26023 members 
Entering Unmasked Estep 
Score: -7325938.500000 Penalty: 5211.273926
	Iteration 24Q: 3 clusters Score -7325938 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 25820 members 
Entering Unmasked Estep 
Score: -7326007.000000 Penalty: 5211.273926
	Iteration 25Q: 3 clusters Score -7326007 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10927 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -7326143.000000 Penalty: 5211.273926
	Iteration 26Q: 3 clusters Score -7326143 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11108 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -7326236.000000 Penalty: 5211.273926
	Iteration 27Q: 3 clusters Score -7326236 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 25266 members 
Entering Unmasked Estep 
Score: -7326317.000000 Penalty: 5211.273926
	Iteration 28Q: 3 clusters Score -7326317 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -7326401.500000 Penalty: 5211.273926
	Iteration 29Q: 3 clusters Score -7326402 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -7326520.500000 Penalty: 5211.273926
	Iteration 30Q: 3 clusters Score -7326520 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 24862 members 
Entering Unmasked Estep 
Score: -7326576.000000 Penalty: 5211.273926
	Iteration 31Q: 3 clusters Score -7326576 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11797 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -7326636.500000 Penalty: 5211.273926
	Iteration 32Q: 3 clusters Score -7326636 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 24635 members 
Entering Unmasked Estep 
Score: -7326717.500000 Penalty: 5211.273926
	Iteration 33Q: 3 clusters Score -7326718 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12042 members 
Mstep: Class 2 contains 24514 members 
Entering Unmasked Estep 
Score: -7326782.000000 Penalty: 5211.273926
	Iteration 34Q: 3 clusters Score -7326782 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -7326869.500000 Penalty: 5211.273926
	Iteration 35Q: 3 clusters Score -7326870 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12279 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -7326952.500000 Penalty: 5211.273926
	Iteration 36Q: 3 clusters Score -7326952 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12381 members 
Mstep: Class 2 contains 24175 members 
Entering Unmasked Estep 
Score: -7327045.500000 Penalty: 5211.273926
	Iteration 37Q: 3 clusters Score -7327046 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 24082 members 
Entering Unmasked Estep 
Score: -7327120.500000 Penalty: 5211.273926
	Iteration 38Q: 3 clusters Score -7327120 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 24020 members 
Entering Unmasked Estep 
Score: -7327152.000000 Penalty: 5211.273926
	Iteration 39Q: 3 clusters Score -7327152 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12563 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -7327223.500000 Penalty: 5211.273926
	Iteration 40F: 3 clusters Score -7327224 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12630 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -7327285.500000 Penalty: 5211.273926
	Iteration 41Q: 3 clusters Score -7327286 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12694 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -7327329.500000 Penalty: 5211.273926
	Iteration 42Q: 3 clusters Score -7327330 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 23807 members 
Entering Unmasked Estep 
Score: -7327371.000000 Penalty: 5211.273926
	Iteration 43Q: 3 clusters Score -7327371 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 23756 members 
Entering Unmasked Estep 
Score: -7327414.000000 Penalty: 5211.273926
	Iteration 44Q: 3 clusters Score -7327414 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 23722 members 
Entering Unmasked Estep 
Score: -7327422.500000 Penalty: 5211.273926
	Iteration 45Q: 3 clusters Score -7327422 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 23710 members 
Entering Unmasked Estep 
Score: -7327461.500000 Penalty: 5211.273926
	Iteration 46Q: 3 clusters Score -7327462 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -7327517.000000 Penalty: 5211.273926
	Iteration 47Q: 3 clusters Score -7327517 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -7327576.000000 Penalty: 5211.273926
	Iteration 48Q: 3 clusters Score -7327576 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -7327601.500000 Penalty: 5211.273926
	Iteration 49Q: 3 clusters Score -7327602 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 23707 members 
Entering Unmasked Estep 
Score: -7327619.000000 Penalty: 5211.273926
	Iteration 50Q: 3 clusters Score -7327619 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12865 members 
Mstep: Class 2 contains 23691 members 
Entering Unmasked Estep 
Score: -7327656.500000 Penalty: 5211.273926
	Iteration 51Q: 3 clusters Score -7327656 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 23685 members 
Entering Unmasked Estep 
Score: -7327661.500000 Penalty: 5211.273926
	Iteration 52Q: 3 clusters Score -7327662 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -7327705.000000 Penalty: 5211.273926
	Iteration 53Q: 3 clusters Score -7327705 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -7327738.500000 Penalty: 5211.273926
	Iteration 54Q: 3 clusters Score -7327738 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 23661 members 
Entering Unmasked Estep 
Score: -7327735.500000 Penalty: 5211.273926
	Iteration 55Q: 3 clusters Score -7327736 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -7327764.000000 Penalty: 5211.273926
	Iteration 56Q: 3 clusters Score -7327764 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 23658 members 
Entering Unmasked Estep 
Score: -7327758.000000 Penalty: 5211.273926
	Iteration 57Q: 3 clusters Score -7327758 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -7327781.500000 Penalty: 5211.273926
	Iteration 58Q: 3 clusters Score -7327782 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 23674 members 
Entering Unmasked Estep 
Score: -7327798.000000 Penalty: 5211.273926
	Iteration 59Q: 3 clusters Score -7327798 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -7327812.000000 Penalty: 5211.273926
	Iteration 60F: 3 clusters Score -7327812 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -7327856.000000 Penalty: 5211.273926
	Iteration 61Q: 3 clusters Score -7327856 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12809 members 
Mstep: Class 2 contains 23747 members 
Entering Unmasked Estep 
Score: -7327877.000000 Penalty: 5211.273926
	Iteration 62Q: 3 clusters Score -7327877 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -7327888.500000 Penalty: 5211.273926
	Iteration 63Q: 3 clusters Score -7327888 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12759 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -7327911.000000 Penalty: 5211.273926
	Iteration 64Q: 3 clusters Score -7327911 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12723 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -7327921.500000 Penalty: 5211.273926
	Iteration 65Q: 3 clusters Score -7327922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 23866 members 
Entering Unmasked Estep 
Score: -7327929.500000 Penalty: 5211.273926
	Iteration 66Q: 3 clusters Score -7327930 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12662 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -7327933.500000 Penalty: 5211.273926
	Iteration 67Q: 3 clusters Score -7327934 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12643 members 
Mstep: Class 2 contains 23913 members 
Entering Unmasked Estep 
Score: -7327944.000000 Penalty: 5211.273926
	Iteration 68Q: 3 clusters Score -7327944 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12623 members 
Mstep: Class 2 contains 23933 members 
Entering Unmasked Estep 
Score: -7327962.500000 Penalty: 5211.273926
	Iteration 69Q: 3 clusters Score -7327962 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12606 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -7327960.000000 Penalty: 5211.273926
	Iteration 70Q: 3 clusters Score -7327960 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -7327965.000000 Penalty: 5211.273926
	Iteration 71Q: 3 clusters Score -7327965 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -7327960.500000 Penalty: 5211.273926
	Iteration 72Q: 3 clusters Score -7327960 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12558 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -7327955.500000 Penalty: 5211.273926
	Iteration 73Q: 3 clusters Score -7327956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 24018 members 
Entering Unmasked Estep 
Score: -7327952.000000 Penalty: 5211.273926
	Iteration 74Q: 3 clusters Score -7327952 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -7327968.000000 Penalty: 5211.273926
	Iteration 75Q: 3 clusters Score -7327968 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -7327963.000000 Penalty: 5211.273926
	Iteration 76Q: 3 clusters Score -7327963 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -7327971.000000 Penalty: 5211.273926
	Iteration 77Q: 3 clusters Score -7327971 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -7327965.500000 Penalty: 5211.273926
	Iteration 78Q: 3 clusters Score -7327966 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 24109 members 
Entering Unmasked Estep 
Score: -7327979.000000 Penalty: 5211.273926
	Iteration 79Q: 3 clusters Score -7327979 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12428 members 
Mstep: Class 2 contains 24128 members 
Entering Unmasked Estep 
Score: -7327989.500000 Penalty: 5211.273926
	Iteration 80F: 3 clusters Score -7327990 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 24145 members 
Entering Unmasked Estep 
Score: -7327990.500000 Penalty: 5211.273926
	Iteration 81Q: 3 clusters Score -7327990 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 24167 members 
Entering Unmasked Estep 
Score: -7327989.000000 Penalty: 5211.273926
	Iteration 82Q: 3 clusters Score -7327989 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12368 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -7327989.500000 Penalty: 5211.273926
	Iteration 83Q: 3 clusters Score -7327990 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 24205 members 
Entering Unmasked Estep 
Score: -7327989.000000 Penalty: 5211.273926
	Iteration 84Q: 3 clusters Score -7327989 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 24218 members 
Entering Unmasked Estep 
Score: -7327981.500000 Penalty: 5211.273926
	Iteration 85Q: 3 clusters Score -7327982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 24230 members 
Entering Unmasked Estep 
Score: -7327989.500000 Penalty: 5211.273926
	Iteration 86Q: 3 clusters Score -7327990 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12318 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -7327986.500000 Penalty: 5211.273926
	Iteration 87Q: 3 clusters Score -7327986 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -7327984.000000 Penalty: 5211.273926
	Iteration 88Q: 3 clusters Score -7327984 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12281 members 
Mstep: Class 2 contains 24275 members 
Entering Unmasked Estep 
Score: -7327991.500000 Penalty: 5211.273926
	Iteration 89Q: 3 clusters Score -7327992 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12268 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -7328001.000000 Penalty: 5211.273926
	Iteration 90Q: 3 clusters Score -7328001 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 24297 members 
Entering Unmasked Estep 
Score: -7328001.000000 Penalty: 5211.273926
	Iteration 91Q: 3 clusters Score -7328001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 24302 members 
Entering Unmasked Estep 
Score: -7328003.500000 Penalty: 5211.273926
	Iteration 92Q: 3 clusters Score -7328004 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -7328002.500000 Penalty: 5211.273926
	Iteration 93Q: 3 clusters Score -7328002 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -7328001.000000 Penalty: 5211.273926
	Iteration 94Q: 3 clusters Score -7328001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 24312 members 
Entering Unmasked Estep 
Score: -7327995.000000 Penalty: 5211.273926
	Iteration 95Q: 3 clusters Score -7327995 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12247 members 
Mstep: Class 2 contains 24309 members 
Entering Unmasked Estep 
Score: -7328000.500000 Penalty: 5211.273926
	Iteration 96Q: 3 clusters Score -7328000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12248 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -7328000.000000 Penalty: 5211.273926
	Iteration 97Q: 3 clusters Score -7328000 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -7327999.500000 Penalty: 5211.273926
	Iteration 98Q: 3 clusters Score -7328000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12251 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -7327999.500000 Penalty: 5211.273926
	Iteration 99Q: 3 clusters Score -7328000 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -7328008.500000 Penalty: 5211.273926
	Iteration 100F: 3 clusters Score -7328008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -7328006.500000 Penalty: 5211.273926
	Iteration 101Q: 3 clusters Score -7328006 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -7328011.500000 Penalty: 5211.273926
	Iteration 102Q: 3 clusters Score -7328012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 24304 members 
Entering Unmasked Estep 
Score: -7328011.000000 Penalty: 5211.273926
	Iteration 103Q: 3 clusters Score -7328011 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -7328009.500000 Penalty: 5211.273926
	Iteration 104Q: 3 clusters Score -7328010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -7328005.500000 Penalty: 5211.273926
	Iteration 105Q: 3 clusters Score -7328006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12250 members 
Mstep: Class 2 contains 24306 members 
Entering Unmasked Estep 
Score: -7328005.500000 Penalty: 5211.273926
	Iteration 106F: 3 clusters Score -7328006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 27966 members 
Mstep: Class 3 contains 45075 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 39676 members 
Mstep: Class 6 contains 34805 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46383 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 31697 members 
Mstep: Class 11 contains 46484 members 
Mstep: Class 12 contains 66837 members 
Mstep: Class 13 contains 54589 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 33512 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45499 members 
Mstep: Class 18 contains 48156 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 29886 members 
Mstep: Class 22 contains 33376 members 
Mstep: Class 23 contains 21570 members 
Mstep: Class 24 contains 31206 members 
Mstep: Class 25 contains 11405 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 44196 members 
Mstep: Class 28 contains 24479 members 
Mstep: Class 29 contains 31236 members 
Mstep: Class 30 contains 56827 members 
Mstep: Class 31 contains 56854 members 
Mstep: Class 32 contains 68067 members 
Mstep: Class 33 contains 22756 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 32312 members 
Mstep: Class 36 contains 46735 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 12250 members 
Mstep: Class 40 contains 16816 members 
Mstep: Class 41 contains 909 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 1084 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 24306 members 
Entering Unmasked Estep 
Score: -207942080.000000 Penalty: 158861.781250
Splitting cluster 39 changes total score from -207932048.000000 to -207942080.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 41 (909 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Entering Unmasked Estep 
Score: -150683.828125 Penalty: 1689.461548
	Iteration 0F: 2 clusters Score -150683.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -148834.375000 Penalty: 3378.923096
	Iteration 0F: 3 clusters Score -148834.4 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -149251.875000 Penalty: 3378.923096
	Iteration 1F: 3 clusters Score -149251.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -149398.250000 Penalty: 3378.923096
	Iteration 2F: 3 clusters Score -149398.2 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -149560.843750 Penalty: 3378.923096
	Iteration 3F: 3 clusters Score -149560.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -149768.843750 Penalty: 3378.923096
	Iteration 4F: 3 clusters Score -149768.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -150053.296875 Penalty: 3378.923096
	Iteration 5F: 3 clusters Score -150053.3 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -150299.187500 Penalty: 3378.923096
	Iteration 6F: 3 clusters Score -150299.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -150517.671875 Penalty: 3378.923096
	Iteration 7Q: 3 clusters Score -150517.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -150673.468750 Penalty: 3378.923096
	Iteration 8Q: 3 clusters Score -150673.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -150821.328125 Penalty: 3378.923096
	Iteration 9Q: 3 clusters Score -150821.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -150913.093750 Penalty: 3378.923096
	Iteration 10Q: 3 clusters Score -150913.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -150936.968750 Penalty: 3378.923096
	Iteration 11Q: 3 clusters Score -150937 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -150945.218750 Penalty: 3378.923096
	Iteration 12Q: 3 clusters Score -150945.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -150946.796875 Penalty: 3378.923096
	Iteration 13Q: 3 clusters Score -150946.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -150947.296875 Penalty: 3378.923096
	Iteration 14Q: 3 clusters Score -150947.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -150947.296875 Penalty: 3378.923096
	Iteration 15F: 3 clusters Score -150947.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 27966 members 
Mstep: Class 3 contains 45075 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 39676 members 
Mstep: Class 6 contains 34805 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46383 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 31697 members 
Mstep: Class 11 contains 46484 members 
Mstep: Class 12 contains 66837 members 
Mstep: Class 13 contains 54589 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 33512 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45499 members 
Mstep: Class 18 contains 48156 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 29886 members 
Mstep: Class 22 contains 33376 members 
Mstep: Class 23 contains 21570 members 
Mstep: Class 24 contains 31206 members 
Mstep: Class 25 contains 11405 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 44196 members 
Mstep: Class 28 contains 24479 members 
Mstep: Class 29 contains 31236 members 
Mstep: Class 30 contains 56827 members 
Mstep: Class 31 contains 56854 members 
Mstep: Class 32 contains 68067 members 
Mstep: Class 33 contains 22756 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 32312 members 
Mstep: Class 36 contains 46735 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 12250 members 
Mstep: Class 40 contains 16816 members 
Mstep: Class 41 contains 442 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 1084 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 24306 members 
Mstep: Class 47 contains 467 members 
Entering Unmasked Estep 
Score: -207940576.000000 Penalty: 162315.296875
Splitting cluster 41 changes total score from -207932048.000000 to -207940576.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 42 (346 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Entering Unmasked Estep 
Score: -53205.175781 Penalty: 1449.916870
	Iteration 0F: 2 clusters Score -53205.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -52009.902344 Penalty: 2899.833740
	Iteration 0F: 3 clusters Score -52009.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -52256.304688 Penalty: 2899.833740
	Iteration 1F: 3 clusters Score -52256.3 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52406.394531 Penalty: 2899.833740
	Iteration 2F: 3 clusters Score -52406.39 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -52518.035156 Penalty: 2899.833740
	Iteration 3F: 3 clusters Score -52518.04 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -52597.531250 Penalty: 2899.833740
	Iteration 4Q: 3 clusters Score -52597.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -52719.617188 Penalty: 2899.833740
	Iteration 5Q: 3 clusters Score -52719.62 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52807.601562 Penalty: 2899.833740
	Iteration 6Q: 3 clusters Score -52807.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -52852.492188 Penalty: 2899.833740
	Iteration 7Q: 3 clusters Score -52852.49 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -52870.277344 Penalty: 2899.833740
	Iteration 8Q: 3 clusters Score -52870.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -52871.785156 Penalty: 2899.833740
	Iteration 9Q: 3 clusters Score -52871.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -52873.808594 Penalty: 2899.833740
	Iteration 10F: 3 clusters Score -52873.81 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -52938.628906 Penalty: 2899.833740
	Iteration 11Q: 3 clusters Score -52938.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -52960.035156 Penalty: 2899.833740
	Iteration 12Q: 3 clusters Score -52960.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -52974.859375 Penalty: 2899.833740
	Iteration 13Q: 3 clusters Score -52974.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -52988.394531 Penalty: 2899.833740
	Iteration 14Q: 3 clusters Score -52988.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -52988.394531 Penalty: 2899.833740
	Iteration 15F: 3 clusters Score -52988.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Entering Unmasked Estep 
Score: -212343.968750 Penalty: 1739.896606
	Iteration 0F: 2 clusters Score -212344 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -210469.000000 Penalty: 3479.793213
	Iteration 0F: 3 clusters Score -210469 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -211008.312500 Penalty: 3479.793213
	Iteration 1F: 3 clusters Score -211008.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -211315.609375 Penalty: 3479.793213
	Iteration 2F: 3 clusters Score -211315.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -211540.390625 Penalty: 3479.793213
	Iteration 3F: 3 clusters Score -211540.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -211663.562500 Penalty: 3479.793213
	Iteration 4F: 3 clusters Score -211663.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -211732.031250 Penalty: 3479.793213
	Iteration 5Q: 3 clusters Score -211732 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -211778.671875 Penalty: 3479.793213
	Iteration 6Q: 3 clusters Score -211778.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -211799.359375 Penalty: 3479.793213
	Iteration 7Q: 3 clusters Score -211799.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -211803.578125 Penalty: 3479.793213
	Iteration 8Q: 3 clusters Score -211803.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -211803.578125 Penalty: 3479.793213
	Iteration 9F: 3 clusters Score -211803.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (1084 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Entering Unmasked Estep 
Score: -173691.546875 Penalty: 1733.126465
	Iteration 0F: 2 clusters Score -173691.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -171773.171875 Penalty: 3466.252930
	Iteration 0F: 3 clusters Score -171773.2 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -172251.906250 Penalty: 3466.252930
	Iteration 1F: 3 clusters Score -172251.9 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -172487.078125 Penalty: 3466.252930
	Iteration 2F: 3 clusters Score -172487.1 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -172669.265625 Penalty: 3466.252930
	Iteration 3F: 3 clusters Score -172669.3 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -172845.234375 Penalty: 3466.252930
	Iteration 4F: 3 clusters Score -172845.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -172998.562500 Penalty: 3466.252930
	Iteration 5F: 3 clusters Score -172998.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -173120.859375 Penalty: 3466.252930
	Iteration 6Q: 3 clusters Score -173120.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -173203.000000 Penalty: 3466.252930
	Iteration 7Q: 3 clusters Score -173203 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -173279.750000 Penalty: 3466.252930
	Iteration 8Q: 3 clusters Score -173279.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -173350.265625 Penalty: 3466.252930
	Iteration 9Q: 3 clusters Score -173350.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -173382.515625 Penalty: 3466.252930
	Iteration 10Q: 3 clusters Score -173382.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -173412.953125 Penalty: 3466.252930
	Iteration 11Q: 3 clusters Score -173413 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -173448.781250 Penalty: 3466.252930
	Iteration 12Q: 3 clusters Score -173448.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -173487.234375 Penalty: 3466.252930
	Iteration 13Q: 3 clusters Score -173487.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -173515.265625 Penalty: 3466.252930
	Iteration 14Q: 3 clusters Score -173515.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -173544.921875 Penalty: 3466.252930
	Iteration 15Q: 3 clusters Score -173544.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -173569.906250 Penalty: 3466.252930
	Iteration 16Q: 3 clusters Score -173569.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -173586.093750 Penalty: 3466.252930
	Iteration 17Q: 3 clusters Score -173586.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -173622.671875 Penalty: 3466.252930
	Iteration 18Q: 3 clusters Score -173622.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -173681.437500 Penalty: 3466.252930
	Iteration 19Q: 3 clusters Score -173681.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -173908.593750 Penalty: 3466.252930
	Iteration 20F: 3 clusters Score -173908.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -174648.484375 Penalty: 3466.252930
	Iteration 21Q: 3 clusters Score -174648.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -174833.609375 Penalty: 3466.252930
	Iteration 22Q: 3 clusters Score -174833.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -174849.468750 Penalty: 3466.252930
	Iteration 23Q: 3 clusters Score -174849.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -174852.093750 Penalty: 3466.252930
	Iteration 24Q: 3 clusters Score -174852.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -174853.343750 Penalty: 3466.252930
	Iteration 25Q: 3 clusters Score -174853.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -174853.343750 Penalty: 3466.252930
	Iteration 26F: 3 clusters Score -174853.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 27966 members 
Mstep: Class 3 contains 45075 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 39676 members 
Mstep: Class 6 contains 34805 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46383 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 31697 members 
Mstep: Class 11 contains 46484 members 
Mstep: Class 12 contains 66837 members 
Mstep: Class 13 contains 54589 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 33512 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45499 members 
Mstep: Class 18 contains 48156 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 29886 members 
Mstep: Class 22 contains 33376 members 
Mstep: Class 23 contains 21570 members 
Mstep: Class 24 contains 31206 members 
Mstep: Class 25 contains 11405 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 44196 members 
Mstep: Class 28 contains 24479 members 
Mstep: Class 29 contains 31236 members 
Mstep: Class 30 contains 56827 members 
Mstep: Class 31 contains 56854 members 
Mstep: Class 32 contains 68067 members 
Mstep: Class 33 contains 22756 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 32312 members 
Mstep: Class 36 contains 46735 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 12250 members 
Mstep: Class 40 contains 16816 members 
Mstep: Class 41 contains 442 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 24306 members 
Mstep: Class 47 contains 467 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
Score: -207940160.000000 Penalty: 165768.828125
Splitting cluster 44 changes total score from -207932048.000000 to -207940160.000000
So it's getting split into cluster 48.
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 27966 members 
Mstep: Class 3 contains 45075 members 
Mstep: Class 4 contains 3449 members 
Mstep: Class 5 contains 39676 members 
Mstep: Class 6 contains 34805 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46383 members 
Mstep: Class 9 contains 6707 members 
Mstep: Class 10 contains 31697 members 
Mstep: Class 11 contains 46484 members 
Mstep: Class 12 contains 66837 members 
Mstep: Class 13 contains 54589 members 
Mstep: Class 14 contains 4601 members 
Mstep: Class 15 contains 33512 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 45499 members 
Mstep: Class 18 contains 48156 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 29886 members 
Mstep: Class 22 contains 33376 members 
Mstep: Class 23 contains 21570 members 
Mstep: Class 24 contains 31206 members 
Mstep: Class 25 contains 11405 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 44196 members 
Mstep: Class 28 contains 24479 members 
Mstep: Class 29 contains 31236 members 
Mstep: Class 30 contains 56827 members 
Mstep: Class 31 contains 56854 members 
Mstep: Class 32 contains 68067 members 
Mstep: Class 33 contains 22756 members 
Mstep: Class 34 contains 223 members 
Mstep: Class 35 contains 32312 members 
Mstep: Class 36 contains 46735 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 837 members 
Mstep: Class 39 contains 12250 members 
Mstep: Class 41 contains 442 members 
Mstep: Class 42 contains 346 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 614 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207944176.000000 Penalty: 165768.828125
Iteration 119Q: 49 clusters Score -2.079442e+08 nChanged 15092
Entering Unmasked Mstep 
Mstep: Class 0 contains 83 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 29604 members 
Mstep: Class 3 contains 45071 members 
Mstep: Class 4 contains 3456 members 
Mstep: Class 5 contains 39442 members 
Mstep: Class 6 contains 34636 members 
Mstep: Class 7 contains 279 members 
Mstep: Class 8 contains 46484 members 
Mstep: Class 9 contains 6819 members 
Mstep: Class 10 contains 30819 members 
Mstep: Class 11 contains 46550 members 
Mstep: Class 12 contains 66744 members 
Mstep: Class 13 contains 54659 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 33673 members 
Mstep: Class 16 contains 705 members 
Mstep: Class 17 contains 45571 members 
Mstep: Class 18 contains 48456 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 29113 members 
Mstep: Class 22 contains 33313 members 
Mstep: Class 23 contains 21533 members 
Mstep: Class 24 contains 31201 members 
Mstep: Class 25 contains 11278 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 44263 members 
Mstep: Class 28 contains 24391 members 
Mstep: Class 29 contains 31277 members 
Mstep: Class 30 contains 56989 members 
Mstep: Class 31 contains 56948 members 
Mstep: Class 32 contains 67947 members 
Mstep: Class 33 contains 22735 members 
Mstep: Class 34 contains 225 members 
Mstep: Class 35 contains 32681 members 
Mstep: Class 36 contains 47042 members 
Mstep: Class 37 contains 1654 members 
Mstep: Class 38 contains 841 members 
Mstep: Class 39 contains 13581 members 
Mstep: Class 40 contains 15866 members 
Mstep: Class 41 contains 453 members 
Mstep: Class 42 contains 347 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 22950 members 
Mstep: Class 47 contains 463 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207948608.000000 Penalty: 165768.828125
Iteration 120F: 49 clusters Score -2.079486e+08 nChanged 15070
Entering Unmasked Mstep 
Mstep: Class 0 contains 80 members 
Mstep: Class 1 contains 7172 members 
Mstep: Class 2 contains 30848 members 
Mstep: Class 3 contains 45065 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 39249 members 
Mstep: Class 6 contains 34387 members 
Mstep: Class 7 contains 274 members 
Mstep: Class 8 contains 46490 members 
Mstep: Class 9 contains 6908 members 
Mstep: Class 10 contains 29880 members 
Mstep: Class 11 contains 46471 members 
Mstep: Class 12 contains 66788 members 
Mstep: Class 13 contains 54710 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 33144 members 
Mstep: Class 16 contains 698 members 
Mstep: Class 17 contains 45519 members 
Mstep: Class 18 contains 47964 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 847 members 
Mstep: Class 21 contains 27605 members 
Mstep: Class 22 contains 33234 members 
Mstep: Class 23 contains 21514 members 
Mstep: Class 24 contains 31151 members 
Mstep: Class 25 contains 11144 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 44331 members 
Mstep: Class 28 contains 24316 members 
Mstep: Class 29 contains 30760 members 
Mstep: Class 30 contains 57163 members 
Mstep: Class 31 contains 57083 members 
Mstep: Class 32 contains 67877 members 
Mstep: Class 33 contains 22730 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 33065 members 
Mstep: Class 36 contains 46771 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 848 members 
Mstep: Class 39 contains 14141 members 
Mstep: Class 40 contains 17780 members 
Mstep: Class 41 contains 463 members 
Mstep: Class 42 contains 347 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 546 members 
Mstep: Class 46 contains 23533 members 
Mstep: Class 47 contains 471 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207952048.000000 Penalty: 165768.828125
Iteration 121Q: 49 clusters Score -2.07952e+08 nChanged 12173
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 31969 members 
Mstep: Class 3 contains 45018 members 
Mstep: Class 4 contains 3457 members 
Mstep: Class 5 contains 39113 members 
Mstep: Class 6 contains 34176 members 
Mstep: Class 7 contains 269 members 
Mstep: Class 8 contains 46475 members 
Mstep: Class 9 contains 7016 members 
Mstep: Class 10 contains 28985 members 
Mstep: Class 11 contains 46420 members 
Mstep: Class 12 contains 66799 members 
Mstep: Class 13 contains 54745 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 32765 members 
Mstep: Class 16 contains 694 members 
Mstep: Class 17 contains 45417 members 
Mstep: Class 18 contains 47560 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 26667 members 
Mstep: Class 22 contains 33142 members 
Mstep: Class 23 contains 21476 members 
Mstep: Class 24 contains 31096 members 
Mstep: Class 25 contains 11030 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 44497 members 
Mstep: Class 28 contains 24243 members 
Mstep: Class 29 contains 30408 members 
Mstep: Class 30 contains 57307 members 
Mstep: Class 31 contains 57209 members 
Mstep: Class 32 contains 67778 members 
Mstep: Class 33 contains 22709 members 
Mstep: Class 34 contains 230 members 
Mstep: Class 35 contains 33444 members 
Mstep: Class 36 contains 46655 members 
Mstep: Class 37 contains 1652 members 
Mstep: Class 38 contains 855 members 
Mstep: Class 39 contains 14446 members 
Mstep: Class 40 contains 19186 members 
Mstep: Class 41 contains 464 members 
Mstep: Class 42 contains 349 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23858 members 
Mstep: Class 47 contains 478 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207953152.000000 Penalty: 165768.828125
Iteration 122Q: 49 clusters Score -2.079532e+08 nChanged 11402
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 32843 members 
Mstep: Class 3 contains 44987 members 
Mstep: Class 4 contains 3454 members 
Mstep: Class 5 contains 38973 members 
Mstep: Class 6 contains 33956 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46503 members 
Mstep: Class 9 contains 7108 members 
Mstep: Class 10 contains 28104 members 
Mstep: Class 11 contains 46378 members 
Mstep: Class 12 contains 66753 members 
Mstep: Class 13 contains 54760 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 32550 members 
Mstep: Class 16 contains 686 members 
Mstep: Class 17 contains 45297 members 
Mstep: Class 18 contains 47217 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 26127 members 
Mstep: Class 22 contains 33074 members 
Mstep: Class 23 contains 21445 members 
Mstep: Class 24 contains 31056 members 
Mstep: Class 25 contains 10926 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 44656 members 
Mstep: Class 28 contains 24162 members 
Mstep: Class 29 contains 30151 members 
Mstep: Class 30 contains 57462 members 
Mstep: Class 31 contains 57295 members 
Mstep: Class 32 contains 67684 members 
Mstep: Class 33 contains 22703 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 33828 members 
Mstep: Class 36 contains 46592 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 862 members 
Mstep: Class 39 contains 14598 members 
Mstep: Class 40 contains 20420 members 
Mstep: Class 41 contains 473 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1114 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23988 members 
Mstep: Class 47 contains 481 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207953344.000000 Penalty: 165768.828125
Iteration 123Q: 49 clusters Score -2.079533e+08 nChanged 10966
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 33397 members 
Mstep: Class 3 contains 44952 members 
Mstep: Class 4 contains 3451 members 
Mstep: Class 5 contains 38860 members 
Mstep: Class 6 contains 33742 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46551 members 
Mstep: Class 9 contains 7191 members 
Mstep: Class 10 contains 27366 members 
Mstep: Class 11 contains 46286 members 
Mstep: Class 12 contains 66694 members 
Mstep: Class 13 contains 54798 members 
Mstep: Class 14 contains 4651 members 
Mstep: Class 15 contains 32336 members 
Mstep: Class 16 contains 682 members 
Mstep: Class 17 contains 45230 members 
Mstep: Class 18 contains 46943 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 25842 members 
Mstep: Class 22 contains 33035 members 
Mstep: Class 23 contains 21393 members 
Mstep: Class 24 contains 31036 members 
Mstep: Class 25 contains 10827 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 44789 members 
Mstep: Class 28 contains 24081 members 
Mstep: Class 29 contains 29856 members 
Mstep: Class 30 contains 57579 members 
Mstep: Class 31 contains 57409 members 
Mstep: Class 32 contains 67579 members 
Mstep: Class 33 contains 22702 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 34176 members 
Mstep: Class 36 contains 46608 members 
Mstep: Class 37 contains 1654 members 
Mstep: Class 38 contains 867 members 
Mstep: Class 39 contains 14714 members 
Mstep: Class 40 contains 21591 members 
Mstep: Class 41 contains 475 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1115 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 24029 members 
Mstep: Class 47 contains 483 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207953712.000000 Penalty: 165768.828125
Iteration 124Q: 49 clusters Score -2.079537e+08 nChanged 10351
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 33607 members 
Mstep: Class 3 contains 44953 members 
Mstep: Class 4 contains 3451 members 
Mstep: Class 5 contains 38719 members 
Mstep: Class 6 contains 33518 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46583 members 
Mstep: Class 9 contains 7265 members 
Mstep: Class 10 contains 26850 members 
Mstep: Class 11 contains 46208 members 
Mstep: Class 12 contains 66652 members 
Mstep: Class 13 contains 54852 members 
Mstep: Class 14 contains 4635 members 
Mstep: Class 15 contains 32168 members 
Mstep: Class 16 contains 678 members 
Mstep: Class 17 contains 45195 members 
Mstep: Class 18 contains 46684 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 25712 members 
Mstep: Class 22 contains 32985 members 
Mstep: Class 23 contains 21352 members 
Mstep: Class 24 contains 31029 members 
Mstep: Class 25 contains 10727 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 44873 members 
Mstep: Class 28 contains 24007 members 
Mstep: Class 29 contains 29559 members 
Mstep: Class 30 contains 57682 members 
Mstep: Class 31 contains 57549 members 
Mstep: Class 32 contains 67532 members 
Mstep: Class 33 contains 22669 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 34524 members 
Mstep: Class 36 contains 46662 members 
Mstep: Class 37 contains 1657 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 14808 members 
Mstep: Class 40 contains 22658 members 
Mstep: Class 41 contains 478 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1115 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 24029 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207954192.000000 Penalty: 165768.828125
Iteration 125Q: 49 clusters Score -2.079542e+08 nChanged 9903
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 33645 members 
Mstep: Class 3 contains 44925 members 
Mstep: Class 4 contains 3451 members 
Mstep: Class 5 contains 38594 members 
Mstep: Class 6 contains 33286 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46570 members 
Mstep: Class 9 contains 7329 members 
Mstep: Class 10 contains 26528 members 
Mstep: Class 11 contains 46218 members 
Mstep: Class 12 contains 66661 members 
Mstep: Class 13 contains 54885 members 
Mstep: Class 14 contains 4627 members 
Mstep: Class 15 contains 31957 members 
Mstep: Class 16 contains 673 members 
Mstep: Class 17 contains 45164 members 
Mstep: Class 18 contains 46477 members 
Mstep: Class 19 contains 496 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 25630 members 
Mstep: Class 22 contains 32976 members 
Mstep: Class 23 contains 21301 members 
Mstep: Class 24 contains 31029 members 
Mstep: Class 25 contains 10613 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 45053 members 
Mstep: Class 28 contains 23923 members 
Mstep: Class 29 contains 29245 members 
Mstep: Class 30 contains 57799 members 
Mstep: Class 31 contains 57577 members 
Mstep: Class 32 contains 67460 members 
Mstep: Class 33 contains 22645 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 34856 members 
Mstep: Class 36 contains 46673 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 872 members 
Mstep: Class 39 contains 14867 members 
Mstep: Class 40 contains 23670 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1115 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 24062 members 
Mstep: Class 47 contains 483 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207953728.000000 Penalty: 165768.828125
Iteration 126Q: 49 clusters Score -2.079537e+08 nChanged 9334
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 33625 members 
Mstep: Class 3 contains 44862 members 
Mstep: Class 4 contains 3458 members 
Mstep: Class 5 contains 38490 members 
Mstep: Class 6 contains 33099 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46575 members 
Mstep: Class 9 contains 7393 members 
Mstep: Class 10 contains 26291 members 
Mstep: Class 11 contains 46204 members 
Mstep: Class 12 contains 66722 members 
Mstep: Class 13 contains 54874 members 
Mstep: Class 14 contains 4630 members 
Mstep: Class 15 contains 31779 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45184 members 
Mstep: Class 18 contains 46268 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 25526 members 
Mstep: Class 22 contains 32938 members 
Mstep: Class 23 contains 21255 members 
Mstep: Class 24 contains 31022 members 
Mstep: Class 25 contains 10526 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 45219 members 
Mstep: Class 28 contains 23855 members 
Mstep: Class 29 contains 29027 members 
Mstep: Class 30 contains 57917 members 
Mstep: Class 31 contains 57496 members 
Mstep: Class 32 contains 67440 members 
Mstep: Class 33 contains 22624 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 35168 members 
Mstep: Class 36 contains 46682 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 14884 members 
Mstep: Class 40 contains 24552 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 24111 members 
Mstep: Class 47 contains 484 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207953056.000000 Penalty: 165768.828125
Iteration 127Q: 49 clusters Score -2.079531e+08 nChanged 8841
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 33526 members 
Mstep: Class 3 contains 44777 members 
Mstep: Class 4 contains 3466 members 
Mstep: Class 5 contains 38451 members 
Mstep: Class 6 contains 32911 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46586 members 
Mstep: Class 9 contains 7465 members 
Mstep: Class 10 contains 26197 members 
Mstep: Class 11 contains 46258 members 
Mstep: Class 12 contains 66750 members 
Mstep: Class 13 contains 54834 members 
Mstep: Class 14 contains 4625 members 
Mstep: Class 15 contains 31617 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45187 members 
Mstep: Class 18 contains 46115 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 25446 members 
Mstep: Class 22 contains 32923 members 
Mstep: Class 23 contains 21212 members 
Mstep: Class 24 contains 31014 members 
Mstep: Class 25 contains 10408 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 45418 members 
Mstep: Class 28 contains 23764 members 
Mstep: Class 29 contains 28872 members 
Mstep: Class 30 contains 58021 members 
Mstep: Class 31 contains 57484 members 
Mstep: Class 32 contains 67346 members 
Mstep: Class 33 contains 22611 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 35471 members 
Mstep: Class 36 contains 46638 members 
Mstep: Class 37 contains 1655 members 
Mstep: Class 38 contains 875 members 
Mstep: Class 39 contains 14857 members 
Mstep: Class 40 contains 25333 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 24116 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207953296.000000 Penalty: 165768.828125
Iteration 128Q: 49 clusters Score -2.079533e+08 nChanged 8489
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 33421 members 
Mstep: Class 3 contains 44733 members 
Mstep: Class 4 contains 3480 members 
Mstep: Class 5 contains 38404 members 
Mstep: Class 6 contains 32769 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46620 members 
Mstep: Class 9 contains 7501 members 
Mstep: Class 10 contains 26122 members 
Mstep: Class 11 contains 46312 members 
Mstep: Class 12 contains 66796 members 
Mstep: Class 13 contains 54806 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 31472 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45172 members 
Mstep: Class 18 contains 45980 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 25339 members 
Mstep: Class 22 contains 32923 members 
Mstep: Class 23 contains 21150 members 
Mstep: Class 24 contains 30990 members 
Mstep: Class 25 contains 10274 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 45525 members 
Mstep: Class 28 contains 23706 members 
Mstep: Class 29 contains 28751 members 
Mstep: Class 30 contains 58125 members 
Mstep: Class 31 contains 57424 members 
Mstep: Class 32 contains 67302 members 
Mstep: Class 33 contains 22601 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 35779 members 
Mstep: Class 36 contains 46621 members 
Mstep: Class 37 contains 1656 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 14852 members 
Mstep: Class 40 contains 26038 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 24097 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207953200.000000 Penalty: 165768.828125
Iteration 129Q: 49 clusters Score -2.079532e+08 nChanged 8417
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 33174 members 
Mstep: Class 3 contains 44693 members 
Mstep: Class 4 contains 3495 members 
Mstep: Class 5 contains 38293 members 
Mstep: Class 6 contains 32615 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46678 members 
Mstep: Class 9 contains 7561 members 
Mstep: Class 10 contains 26110 members 
Mstep: Class 11 contains 46390 members 
Mstep: Class 12 contains 66865 members 
Mstep: Class 13 contains 54751 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 31360 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45162 members 
Mstep: Class 18 contains 45837 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 25218 members 
Mstep: Class 22 contains 32927 members 
Mstep: Class 23 contains 21104 members 
Mstep: Class 24 contains 31002 members 
Mstep: Class 25 contains 10146 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 45635 members 
Mstep: Class 28 contains 23642 members 
Mstep: Class 29 contains 28629 members 
Mstep: Class 30 contains 58188 members 
Mstep: Class 31 contains 57325 members 
Mstep: Class 32 contains 67277 members 
Mstep: Class 33 contains 22604 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 36060 members 
Mstep: Class 36 contains 46640 members 
Mstep: Class 37 contains 1660 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 14887 members 
Mstep: Class 40 contains 26761 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 24073 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207953776.000000 Penalty: 165768.828125
Iteration 130Q: 49 clusters Score -2.079538e+08 nChanged 8545
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7124 members 
Mstep: Class 2 contains 32701 members 
Mstep: Class 3 contains 44672 members 
Mstep: Class 4 contains 3508 members 
Mstep: Class 5 contains 38184 members 
Mstep: Class 6 contains 32413 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46698 members 
Mstep: Class 9 contains 7614 members 
Mstep: Class 10 contains 26108 members 
Mstep: Class 11 contains 46498 members 
Mstep: Class 12 contains 66931 members 
Mstep: Class 13 contains 54704 members 
Mstep: Class 14 contains 4599 members 
Mstep: Class 15 contains 31201 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45142 members 
Mstep: Class 18 contains 45734 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 25117 members 
Mstep: Class 22 contains 32949 members 
Mstep: Class 23 contains 21059 members 
Mstep: Class 24 contains 31020 members 
Mstep: Class 25 contains 10024 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 45770 members 
Mstep: Class 28 contains 23568 members 
Mstep: Class 29 contains 28541 members 
Mstep: Class 30 contains 58282 members 
Mstep: Class 31 contains 57202 members 
Mstep: Class 32 contains 67259 members 
Mstep: Class 33 contains 22626 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 36325 members 
Mstep: Class 36 contains 46662 members 
Mstep: Class 37 contains 1660 members 
Mstep: Class 38 contains 875 members 
Mstep: Class 39 contains 14986 members 
Mstep: Class 40 contains 27566 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 24046 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207953376.000000 Penalty: 165768.828125
Iteration 131Q: 49 clusters Score -2.079534e+08 nChanged 8408
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 32130 members 
Mstep: Class 3 contains 44653 members 
Mstep: Class 4 contains 3530 members 
Mstep: Class 5 contains 38056 members 
Mstep: Class 6 contains 32234 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46697 members 
Mstep: Class 9 contains 7663 members 
Mstep: Class 10 contains 26181 members 
Mstep: Class 11 contains 46619 members 
Mstep: Class 12 contains 67021 members 
Mstep: Class 13 contains 54626 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 31102 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45168 members 
Mstep: Class 18 contains 45672 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24994 members 
Mstep: Class 22 contains 32981 members 
Mstep: Class 23 contains 20999 members 
Mstep: Class 24 contains 31046 members 
Mstep: Class 25 contains 9890 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 45913 members 
Mstep: Class 28 contains 23505 members 
Mstep: Class 29 contains 28412 members 
Mstep: Class 30 contains 58348 members 
Mstep: Class 31 contains 57087 members 
Mstep: Class 32 contains 67242 members 
Mstep: Class 33 contains 22615 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 36559 members 
Mstep: Class 36 contains 46649 members 
Mstep: Class 37 contains 1659 members 
Mstep: Class 38 contains 875 members 
Mstep: Class 39 contains 15133 members 
Mstep: Class 40 contains 28312 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 24064 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207953600.000000 Penalty: 165768.828125
Iteration 132Q: 49 clusters Score -2.079536e+08 nChanged 8091
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 31659 members 
Mstep: Class 3 contains 44630 members 
Mstep: Class 4 contains 3552 members 
Mstep: Class 5 contains 37929 members 
Mstep: Class 6 contains 32159 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46712 members 
Mstep: Class 9 contains 7710 members 
Mstep: Class 10 contains 26233 members 
Mstep: Class 11 contains 46803 members 
Mstep: Class 12 contains 67109 members 
Mstep: Class 13 contains 54526 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 30952 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45172 members 
Mstep: Class 18 contains 45667 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24885 members 
Mstep: Class 22 contains 33032 members 
Mstep: Class 23 contains 20922 members 
Mstep: Class 24 contains 31072 members 
Mstep: Class 25 contains 9759 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 45959 members 
Mstep: Class 28 contains 23448 members 
Mstep: Class 29 contains 28363 members 
Mstep: Class 30 contains 58404 members 
Mstep: Class 31 contains 56930 members 
Mstep: Class 32 contains 67248 members 
Mstep: Class 33 contains 22594 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 36756 members 
Mstep: Class 36 contains 46596 members 
Mstep: Class 37 contains 1661 members 
Mstep: Class 38 contains 875 members 
Mstep: Class 39 contains 15308 members 
Mstep: Class 40 contains 28962 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 24045 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207954400.000000 Penalty: 165768.828125
Iteration 133Q: 49 clusters Score -2.079544e+08 nChanged 8014
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 31134 members 
Mstep: Class 3 contains 44594 members 
Mstep: Class 4 contains 3570 members 
Mstep: Class 5 contains 37825 members 
Mstep: Class 6 contains 32114 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46722 members 
Mstep: Class 9 contains 7746 members 
Mstep: Class 10 contains 26308 members 
Mstep: Class 11 contains 46973 members 
Mstep: Class 12 contains 67258 members 
Mstep: Class 13 contains 54411 members 
Mstep: Class 14 contains 4607 members 
Mstep: Class 15 contains 30820 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45182 members 
Mstep: Class 18 contains 45663 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24719 members 
Mstep: Class 22 contains 33091 members 
Mstep: Class 23 contains 20841 members 
Mstep: Class 24 contains 31099 members 
Mstep: Class 25 contains 9628 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 46057 members 
Mstep: Class 28 contains 23398 members 
Mstep: Class 29 contains 28309 members 
Mstep: Class 30 contains 58434 members 
Mstep: Class 31 contains 56681 members 
Mstep: Class 32 contains 67222 members 
Mstep: Class 33 contains 22561 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 36965 members 
Mstep: Class 36 contains 46612 members 
Mstep: Class 37 contains 1662 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 15550 members 
Mstep: Class 40 contains 29600 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 24008 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207954736.000000 Penalty: 165768.828125
Iteration 134Q: 49 clusters Score -2.079547e+08 nChanged 7502
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 30733 members 
Mstep: Class 3 contains 44556 members 
Mstep: Class 4 contains 3589 members 
Mstep: Class 5 contains 37715 members 
Mstep: Class 6 contains 32109 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46709 members 
Mstep: Class 9 contains 7773 members 
Mstep: Class 10 contains 26381 members 
Mstep: Class 11 contains 47139 members 
Mstep: Class 12 contains 67382 members 
Mstep: Class 13 contains 54310 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 30689 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45173 members 
Mstep: Class 18 contains 45662 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24574 members 
Mstep: Class 22 contains 33163 members 
Mstep: Class 23 contains 20774 members 
Mstep: Class 24 contains 31142 members 
Mstep: Class 25 contains 9524 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 46128 members 
Mstep: Class 28 contains 23334 members 
Mstep: Class 29 contains 28238 members 
Mstep: Class 30 contains 58458 members 
Mstep: Class 31 contains 56506 members 
Mstep: Class 32 contains 67217 members 
Mstep: Class 33 contains 22538 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 37158 members 
Mstep: Class 36 contains 46546 members 
Mstep: Class 37 contains 1664 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 15807 members 
Mstep: Class 40 contains 30112 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23948 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207955264.000000 Penalty: 165768.828125
Iteration 135Q: 49 clusters Score -2.079553e+08 nChanged 7338
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 30373 members 
Mstep: Class 3 contains 44561 members 
Mstep: Class 4 contains 3599 members 
Mstep: Class 5 contains 37555 members 
Mstep: Class 6 contains 32118 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46679 members 
Mstep: Class 9 contains 7798 members 
Mstep: Class 10 contains 26438 members 
Mstep: Class 11 contains 47304 members 
Mstep: Class 12 contains 67511 members 
Mstep: Class 13 contains 54185 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 30551 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45150 members 
Mstep: Class 18 contains 45704 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24442 members 
Mstep: Class 22 contains 33232 members 
Mstep: Class 23 contains 20705 members 
Mstep: Class 24 contains 31204 members 
Mstep: Class 25 contains 9431 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 46188 members 
Mstep: Class 28 contains 23276 members 
Mstep: Class 29 contains 28178 members 
Mstep: Class 30 contains 58499 members 
Mstep: Class 31 contains 56307 members 
Mstep: Class 32 contains 67218 members 
Mstep: Class 33 contains 22511 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 37352 members 
Mstep: Class 36 contains 46499 members 
Mstep: Class 37 contains 1665 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 16046 members 
Mstep: Class 40 contains 30567 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23907 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207955456.000000 Penalty: 165768.828125
Iteration 136Q: 49 clusters Score -2.079555e+08 nChanged 7050
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 30117 members 
Mstep: Class 3 contains 44570 members 
Mstep: Class 4 contains 3605 members 
Mstep: Class 5 contains 37405 members 
Mstep: Class 6 contains 32160 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46680 members 
Mstep: Class 9 contains 7813 members 
Mstep: Class 10 contains 26521 members 
Mstep: Class 11 contains 47470 members 
Mstep: Class 12 contains 67624 members 
Mstep: Class 13 contains 54087 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 30411 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45091 members 
Mstep: Class 18 contains 45708 members 
Mstep: Class 19 contains 497 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24304 members 
Mstep: Class 22 contains 33270 members 
Mstep: Class 23 contains 20652 members 
Mstep: Class 24 contains 31239 members 
Mstep: Class 25 contains 9341 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 46238 members 
Mstep: Class 28 contains 23226 members 
Mstep: Class 29 contains 28157 members 
Mstep: Class 30 contains 58504 members 
Mstep: Class 31 contains 56086 members 
Mstep: Class 32 contains 67216 members 
Mstep: Class 33 contains 22475 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 37548 members 
Mstep: Class 36 contains 46481 members 
Mstep: Class 37 contains 1665 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 16283 members 
Mstep: Class 40 contains 30958 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23857 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956240.000000 Penalty: 165768.828125
Iteration 137Q: 49 clusters Score -2.079562e+08 nChanged 6788
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 29895 members 
Mstep: Class 3 contains 44600 members 
Mstep: Class 4 contains 3612 members 
Mstep: Class 5 contains 37252 members 
Mstep: Class 6 contains 32203 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46634 members 
Mstep: Class 9 contains 7818 members 
Mstep: Class 10 contains 26551 members 
Mstep: Class 11 contains 47694 members 
Mstep: Class 12 contains 67731 members 
Mstep: Class 13 contains 53972 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 30317 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45015 members 
Mstep: Class 18 contains 45757 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24178 members 
Mstep: Class 22 contains 33334 members 
Mstep: Class 23 contains 20588 members 
Mstep: Class 24 contains 31281 members 
Mstep: Class 25 contains 9252 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 46299 members 
Mstep: Class 28 contains 23191 members 
Mstep: Class 29 contains 28142 members 
Mstep: Class 30 contains 58510 members 
Mstep: Class 31 contains 55872 members 
Mstep: Class 32 contains 67193 members 
Mstep: Class 33 contains 22450 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 37747 members 
Mstep: Class 36 contains 46397 members 
Mstep: Class 37 contains 1663 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 16551 members 
Mstep: Class 40 contains 31252 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23812 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956416.000000 Penalty: 165768.828125
Iteration 138Q: 49 clusters Score -2.079564e+08 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 29716 members 
Mstep: Class 3 contains 44635 members 
Mstep: Class 4 contains 3613 members 
Mstep: Class 5 contains 37096 members 
Mstep: Class 6 contains 32318 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46579 members 
Mstep: Class 9 contains 7818 members 
Mstep: Class 10 contains 26622 members 
Mstep: Class 11 contains 47879 members 
Mstep: Class 12 contains 67883 members 
Mstep: Class 13 contains 53886 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 30249 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44933 members 
Mstep: Class 18 contains 45822 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24090 members 
Mstep: Class 22 contains 33377 members 
Mstep: Class 23 contains 20534 members 
Mstep: Class 24 contains 31302 members 
Mstep: Class 25 contains 9146 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 46338 members 
Mstep: Class 28 contains 23148 members 
Mstep: Class 29 contains 28158 members 
Mstep: Class 30 contains 58500 members 
Mstep: Class 31 contains 55671 members 
Mstep: Class 32 contains 67149 members 
Mstep: Class 33 contains 22406 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 37938 members 
Mstep: Class 36 contains 46277 members 
Mstep: Class 37 contains 1668 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 16776 members 
Mstep: Class 40 contains 31496 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23742 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956032.000000 Penalty: 165768.828125
Iteration 139Q: 49 clusters Score -2.07956e+08 nChanged 6496
Entering Unmasked Mstep 
Mstep: Class 0 contains 79 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 29589 members 
Mstep: Class 3 contains 44671 members 
Mstep: Class 4 contains 3611 members 
Mstep: Class 5 contains 36938 members 
Mstep: Class 6 contains 32408 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46553 members 
Mstep: Class 9 contains 7822 members 
Mstep: Class 10 contains 26657 members 
Mstep: Class 11 contains 48098 members 
Mstep: Class 12 contains 68017 members 
Mstep: Class 13 contains 53758 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 30185 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44876 members 
Mstep: Class 18 contains 45916 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23998 members 
Mstep: Class 22 contains 33437 members 
Mstep: Class 23 contains 20476 members 
Mstep: Class 24 contains 31313 members 
Mstep: Class 25 contains 9017 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 46365 members 
Mstep: Class 28 contains 23121 members 
Mstep: Class 29 contains 28177 members 
Mstep: Class 30 contains 58484 members 
Mstep: Class 31 contains 55473 members 
Mstep: Class 32 contains 67129 members 
Mstep: Class 33 contains 22372 members 
Mstep: Class 34 contains 226 members 
Mstep: Class 35 contains 38099 members 
Mstep: Class 36 contains 46166 members 
Mstep: Class 37 contains 1671 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 17082 members 
Mstep: Class 40 contains 31629 members 
Mstep: Class 41 contains 484 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23657 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207955632.000000 Penalty: 165768.828125
Iteration 140F: 49 clusters Score -2.079556e+08 nChanged 6419
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 29406 members 
Mstep: Class 3 contains 44721 members 
Mstep: Class 4 contains 3618 members 
Mstep: Class 5 contains 36768 members 
Mstep: Class 6 contains 32464 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46560 members 
Mstep: Class 9 contains 7831 members 
Mstep: Class 10 contains 26620 members 
Mstep: Class 11 contains 48279 members 
Mstep: Class 12 contains 68151 members 
Mstep: Class 13 contains 53665 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 30111 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44799 members 
Mstep: Class 18 contains 46014 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23914 members 
Mstep: Class 22 contains 33473 members 
Mstep: Class 23 contains 20421 members 
Mstep: Class 24 contains 31346 members 
Mstep: Class 25 contains 8900 members 
Mstep: Class 26 contains 212 members 
Mstep: Class 27 contains 46410 members 
Mstep: Class 28 contains 23089 members 
Mstep: Class 29 contains 28150 members 
Mstep: Class 30 contains 58463 members 
Mstep: Class 31 contains 55317 members 
Mstep: Class 32 contains 67073 members 
Mstep: Class 33 contains 22331 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 38268 members 
Mstep: Class 36 contains 46082 members 
Mstep: Class 37 contains 1673 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 17427 members 
Mstep: Class 40 contains 31850 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23570 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957056.000000 Penalty: 165768.828125
Iteration 141Q: 49 clusters Score -2.079571e+08 nChanged 6318
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 29217 members 
Mstep: Class 3 contains 44784 members 
Mstep: Class 4 contains 3625 members 
Mstep: Class 5 contains 36593 members 
Mstep: Class 6 contains 32575 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46532 members 
Mstep: Class 9 contains 7843 members 
Mstep: Class 10 contains 26607 members 
Mstep: Class 11 contains 48427 members 
Mstep: Class 12 contains 68259 members 
Mstep: Class 13 contains 53545 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 30072 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44748 members 
Mstep: Class 18 contains 46104 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23827 members 
Mstep: Class 22 contains 33499 members 
Mstep: Class 23 contains 20362 members 
Mstep: Class 24 contains 31390 members 
Mstep: Class 25 contains 8788 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46445 members 
Mstep: Class 28 contains 23059 members 
Mstep: Class 29 contains 28135 members 
Mstep: Class 30 contains 58474 members 
Mstep: Class 31 contains 55141 members 
Mstep: Class 32 contains 67029 members 
Mstep: Class 33 contains 22289 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 38422 members 
Mstep: Class 36 contains 46020 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 17731 members 
Mstep: Class 40 contains 32036 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23503 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957296.000000 Penalty: 165768.828125
Iteration 142Q: 49 clusters Score -2.079573e+08 nChanged 6106
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 29102 members 
Mstep: Class 3 contains 44836 members 
Mstep: Class 4 contains 3630 members 
Mstep: Class 5 contains 36448 members 
Mstep: Class 6 contains 32646 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46570 members 
Mstep: Class 9 contains 7850 members 
Mstep: Class 10 contains 26605 members 
Mstep: Class 11 contains 48543 members 
Mstep: Class 12 contains 68385 members 
Mstep: Class 13 contains 53408 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 30002 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44717 members 
Mstep: Class 18 contains 46181 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23794 members 
Mstep: Class 22 contains 33480 members 
Mstep: Class 23 contains 20307 members 
Mstep: Class 24 contains 31416 members 
Mstep: Class 25 contains 8682 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46461 members 
Mstep: Class 28 contains 23036 members 
Mstep: Class 29 contains 28102 members 
Mstep: Class 30 contains 58484 members 
Mstep: Class 31 contains 55019 members 
Mstep: Class 32 contains 67004 members 
Mstep: Class 33 contains 22238 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 38566 members 
Mstep: Class 36 contains 45990 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 18011 members 
Mstep: Class 40 contains 32148 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23416 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957056.000000 Penalty: 165768.828125
Iteration 143Q: 49 clusters Score -2.079571e+08 nChanged 6057
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 29002 members 
Mstep: Class 3 contains 44867 members 
Mstep: Class 4 contains 3636 members 
Mstep: Class 5 contains 36321 members 
Mstep: Class 6 contains 32718 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46541 members 
Mstep: Class 9 contains 7855 members 
Mstep: Class 10 contains 26599 members 
Mstep: Class 11 contains 48661 members 
Mstep: Class 12 contains 68524 members 
Mstep: Class 13 contains 53291 members 
Mstep: Class 14 contains 4632 members 
Mstep: Class 15 contains 29942 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44746 members 
Mstep: Class 18 contains 46247 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23775 members 
Mstep: Class 22 contains 33473 members 
Mstep: Class 23 contains 20240 members 
Mstep: Class 24 contains 31449 members 
Mstep: Class 25 contains 8559 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46496 members 
Mstep: Class 28 contains 23009 members 
Mstep: Class 29 contains 28052 members 
Mstep: Class 30 contains 58503 members 
Mstep: Class 31 contains 54872 members 
Mstep: Class 32 contains 66988 members 
Mstep: Class 33 contains 22198 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 38697 members 
Mstep: Class 36 contains 45955 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 18275 members 
Mstep: Class 40 contains 32242 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23338 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957280.000000 Penalty: 165768.828125
Iteration 144Q: 49 clusters Score -2.079573e+08 nChanged 5886
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 28904 members 
Mstep: Class 3 contains 44884 members 
Mstep: Class 4 contains 3648 members 
Mstep: Class 5 contains 36187 members 
Mstep: Class 6 contains 32792 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46500 members 
Mstep: Class 9 contains 7857 members 
Mstep: Class 10 contains 26625 members 
Mstep: Class 11 contains 48770 members 
Mstep: Class 12 contains 68680 members 
Mstep: Class 13 contains 53157 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 29892 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44786 members 
Mstep: Class 18 contains 46329 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23755 members 
Mstep: Class 22 contains 33478 members 
Mstep: Class 23 contains 20176 members 
Mstep: Class 24 contains 31493 members 
Mstep: Class 25 contains 8436 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46575 members 
Mstep: Class 28 contains 22990 members 
Mstep: Class 29 contains 28020 members 
Mstep: Class 30 contains 58492 members 
Mstep: Class 31 contains 54718 members 
Mstep: Class 32 contains 66959 members 
Mstep: Class 33 contains 22163 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 38824 members 
Mstep: Class 36 contains 45878 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 18575 members 
Mstep: Class 40 contains 32233 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23286 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957904.000000 Penalty: 165768.828125
Iteration 145Q: 49 clusters Score -2.079579e+08 nChanged 5748
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 28830 members 
Mstep: Class 3 contains 44927 members 
Mstep: Class 4 contains 3656 members 
Mstep: Class 5 contains 36064 members 
Mstep: Class 6 contains 32861 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46484 members 
Mstep: Class 9 contains 7862 members 
Mstep: Class 10 contains 26642 members 
Mstep: Class 11 contains 48921 members 
Mstep: Class 12 contains 68838 members 
Mstep: Class 13 contains 53058 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 29863 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44802 members 
Mstep: Class 18 contains 46402 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23716 members 
Mstep: Class 22 contains 33488 members 
Mstep: Class 23 contains 20134 members 
Mstep: Class 24 contains 31519 members 
Mstep: Class 25 contains 8338 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46580 members 
Mstep: Class 28 contains 22965 members 
Mstep: Class 29 contains 27977 members 
Mstep: Class 30 contains 58462 members 
Mstep: Class 31 contains 54540 members 
Mstep: Class 32 contains 66919 members 
Mstep: Class 33 contains 22118 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 38984 members 
Mstep: Class 36 contains 45800 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 18887 members 
Mstep: Class 40 contains 32178 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23237 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957872.000000 Penalty: 165768.828125
Iteration 146Q: 49 clusters Score -2.079579e+08 nChanged 5678
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 28817 members 
Mstep: Class 3 contains 45012 members 
Mstep: Class 4 contains 3661 members 
Mstep: Class 5 contains 35935 members 
Mstep: Class 6 contains 32950 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46468 members 
Mstep: Class 9 contains 7874 members 
Mstep: Class 10 contains 26656 members 
Mstep: Class 11 contains 49086 members 
Mstep: Class 12 contains 68993 members 
Mstep: Class 13 contains 52959 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 29812 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44771 members 
Mstep: Class 18 contains 46467 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23639 members 
Mstep: Class 22 contains 33461 members 
Mstep: Class 23 contains 20079 members 
Mstep: Class 24 contains 31533 members 
Mstep: Class 25 contains 8249 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46595 members 
Mstep: Class 28 contains 22944 members 
Mstep: Class 29 contains 27927 members 
Mstep: Class 30 contains 58445 members 
Mstep: Class 31 contains 54376 members 
Mstep: Class 32 contains 66853 members 
Mstep: Class 33 contains 22068 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39139 members 
Mstep: Class 36 contains 45754 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 19210 members 
Mstep: Class 40 contains 32130 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23194 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958128.000000 Penalty: 165768.828125
Iteration 147Q: 49 clusters Score -2.079581e+08 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 28800 members 
Mstep: Class 3 contains 45069 members 
Mstep: Class 4 contains 3668 members 
Mstep: Class 5 contains 35798 members 
Mstep: Class 6 contains 33068 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46430 members 
Mstep: Class 9 contains 7878 members 
Mstep: Class 10 contains 26664 members 
Mstep: Class 11 contains 49233 members 
Mstep: Class 12 contains 69107 members 
Mstep: Class 13 contains 52881 members 
Mstep: Class 14 contains 4644 members 
Mstep: Class 15 contains 29746 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44771 members 
Mstep: Class 18 contains 46516 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23569 members 
Mstep: Class 22 contains 33416 members 
Mstep: Class 23 contains 20027 members 
Mstep: Class 24 contains 31567 members 
Mstep: Class 25 contains 8147 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46647 members 
Mstep: Class 28 contains 22931 members 
Mstep: Class 29 contains 27896 members 
Mstep: Class 30 contains 58414 members 
Mstep: Class 31 contains 54269 members 
Mstep: Class 32 contains 66794 members 
Mstep: Class 33 contains 22021 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39248 members 
Mstep: Class 36 contains 45733 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 19513 members 
Mstep: Class 40 contains 32111 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23123 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958464.000000 Penalty: 165768.828125
Iteration 148Q: 49 clusters Score -2.079585e+08 nChanged 5652
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 45132 members 
Mstep: Class 4 contains 3671 members 
Mstep: Class 5 contains 35694 members 
Mstep: Class 6 contains 33191 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46424 members 
Mstep: Class 9 contains 7890 members 
Mstep: Class 10 contains 26675 members 
Mstep: Class 11 contains 49434 members 
Mstep: Class 12 contains 69208 members 
Mstep: Class 13 contains 52781 members 
Mstep: Class 14 contains 4643 members 
Mstep: Class 15 contains 29685 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44774 members 
Mstep: Class 18 contains 46516 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23500 members 
Mstep: Class 22 contains 33339 members 
Mstep: Class 23 contains 19987 members 
Mstep: Class 24 contains 31580 members 
Mstep: Class 25 contains 8035 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46681 members 
Mstep: Class 28 contains 22925 members 
Mstep: Class 29 contains 27878 members 
Mstep: Class 30 contains 58399 members 
Mstep: Class 31 contains 54128 members 
Mstep: Class 32 contains 66758 members 
Mstep: Class 33 contains 21967 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39326 members 
Mstep: Class 36 contains 45707 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 19848 members 
Mstep: Class 40 contains 32102 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23040 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958352.000000 Penalty: 165768.828125
Iteration 149Q: 49 clusters Score -2.079584e+08 nChanged 5572
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 28778 members 
Mstep: Class 3 contains 45186 members 
Mstep: Class 4 contains 3677 members 
Mstep: Class 5 contains 35580 members 
Mstep: Class 6 contains 33378 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46460 members 
Mstep: Class 9 contains 7898 members 
Mstep: Class 10 contains 26647 members 
Mstep: Class 11 contains 49635 members 
Mstep: Class 12 contains 69290 members 
Mstep: Class 13 contains 52671 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 29627 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44773 members 
Mstep: Class 18 contains 46502 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23452 members 
Mstep: Class 22 contains 33230 members 
Mstep: Class 23 contains 19947 members 
Mstep: Class 24 contains 31573 members 
Mstep: Class 25 contains 7917 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46732 members 
Mstep: Class 28 contains 22915 members 
Mstep: Class 29 contains 27842 members 
Mstep: Class 30 contains 58362 members 
Mstep: Class 31 contains 54051 members 
Mstep: Class 32 contains 66744 members 
Mstep: Class 33 contains 21912 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39411 members 
Mstep: Class 36 contains 45673 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 877 members 
Mstep: Class 39 contains 20162 members 
Mstep: Class 40 contains 32108 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22929 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959040.000000 Penalty: 165768.828125
Iteration 150Q: 49 clusters Score -2.07959e+08 nChanged 5579
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 28736 members 
Mstep: Class 3 contains 45253 members 
Mstep: Class 4 contains 3686 members 
Mstep: Class 5 contains 35481 members 
Mstep: Class 6 contains 33506 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46447 members 
Mstep: Class 9 contains 7904 members 
Mstep: Class 10 contains 26637 members 
Mstep: Class 11 contains 49871 members 
Mstep: Class 12 contains 69338 members 
Mstep: Class 13 contains 52538 members 
Mstep: Class 14 contains 4651 members 
Mstep: Class 15 contains 29589 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44821 members 
Mstep: Class 18 contains 46460 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23411 members 
Mstep: Class 22 contains 33122 members 
Mstep: Class 23 contains 19916 members 
Mstep: Class 24 contains 31552 members 
Mstep: Class 25 contains 7812 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46836 members 
Mstep: Class 28 contains 22909 members 
Mstep: Class 29 contains 27794 members 
Mstep: Class 30 contains 58325 members 
Mstep: Class 31 contains 53959 members 
Mstep: Class 32 contains 66700 members 
Mstep: Class 33 contains 21859 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39526 members 
Mstep: Class 36 contains 45648 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 876 members 
Mstep: Class 39 contains 20469 members 
Mstep: Class 40 contains 32146 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22808 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959232.000000 Penalty: 165768.828125
Iteration 151Q: 49 clusters Score -2.079592e+08 nChanged 5586
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 28699 members 
Mstep: Class 3 contains 45324 members 
Mstep: Class 4 contains 3695 members 
Mstep: Class 5 contains 35405 members 
Mstep: Class 6 contains 33656 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46485 members 
Mstep: Class 9 contains 7910 members 
Mstep: Class 10 contains 26600 members 
Mstep: Class 11 contains 50099 members 
Mstep: Class 12 contains 69359 members 
Mstep: Class 13 contains 52417 members 
Mstep: Class 14 contains 4658 members 
Mstep: Class 15 contains 29574 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44845 members 
Mstep: Class 18 contains 46418 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23382 members 
Mstep: Class 22 contains 32990 members 
Mstep: Class 23 contains 19868 members 
Mstep: Class 24 contains 31543 members 
Mstep: Class 25 contains 7712 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46908 members 
Mstep: Class 28 contains 22909 members 
Mstep: Class 29 contains 27694 members 
Mstep: Class 30 contains 58253 members 
Mstep: Class 31 contains 53900 members 
Mstep: Class 32 contains 66671 members 
Mstep: Class 33 contains 21799 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39626 members 
Mstep: Class 36 contains 45676 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 20759 members 
Mstep: Class 40 contains 32195 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22683 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959584.000000 Penalty: 165768.828125
Iteration 152Q: 49 clusters Score -2.079596e+08 nChanged 5425
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 28632 members 
Mstep: Class 3 contains 45379 members 
Mstep: Class 4 contains 3697 members 
Mstep: Class 5 contains 35298 members 
Mstep: Class 6 contains 33818 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46488 members 
Mstep: Class 9 contains 7913 members 
Mstep: Class 10 contains 26572 members 
Mstep: Class 11 contains 50258 members 
Mstep: Class 12 contains 69430 members 
Mstep: Class 13 contains 52293 members 
Mstep: Class 14 contains 4663 members 
Mstep: Class 15 contains 29544 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44928 members 
Mstep: Class 18 contains 46351 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23358 members 
Mstep: Class 22 contains 32880 members 
Mstep: Class 23 contains 19825 members 
Mstep: Class 24 contains 31543 members 
Mstep: Class 25 contains 7636 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46952 members 
Mstep: Class 28 contains 22895 members 
Mstep: Class 29 contains 27633 members 
Mstep: Class 30 contains 58202 members 
Mstep: Class 31 contains 53835 members 
Mstep: Class 32 contains 66664 members 
Mstep: Class 33 contains 21755 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39685 members 
Mstep: Class 36 contains 45705 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 21033 members 
Mstep: Class 40 contains 32258 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22589 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960016.000000 Penalty: 165768.828125
Iteration 153Q: 49 clusters Score -2.0796e+08 nChanged 5444
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 28573 members 
Mstep: Class 3 contains 45447 members 
Mstep: Class 4 contains 3700 members 
Mstep: Class 5 contains 35189 members 
Mstep: Class 6 contains 33951 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46506 members 
Mstep: Class 9 contains 7919 members 
Mstep: Class 10 contains 26539 members 
Mstep: Class 11 contains 50378 members 
Mstep: Class 12 contains 69481 members 
Mstep: Class 13 contains 52177 members 
Mstep: Class 14 contains 4666 members 
Mstep: Class 15 contains 29541 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44984 members 
Mstep: Class 18 contains 46322 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23323 members 
Mstep: Class 22 contains 32756 members 
Mstep: Class 23 contains 19787 members 
Mstep: Class 24 contains 31540 members 
Mstep: Class 25 contains 7550 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47013 members 
Mstep: Class 28 contains 22882 members 
Mstep: Class 29 contains 27591 members 
Mstep: Class 30 contains 58172 members 
Mstep: Class 31 contains 53821 members 
Mstep: Class 32 contains 66664 members 
Mstep: Class 33 contains 21714 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39751 members 
Mstep: Class 36 contains 45682 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 21348 members 
Mstep: Class 40 contains 32261 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22486 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960480.000000 Penalty: 165768.828125
Iteration 154Q: 49 clusters Score -2.079605e+08 nChanged 5486
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 28516 members 
Mstep: Class 3 contains 45503 members 
Mstep: Class 4 contains 3706 members 
Mstep: Class 5 contains 35090 members 
Mstep: Class 6 contains 34063 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46545 members 
Mstep: Class 9 contains 7933 members 
Mstep: Class 10 contains 26513 members 
Mstep: Class 11 contains 50522 members 
Mstep: Class 12 contains 69497 members 
Mstep: Class 13 contains 52086 members 
Mstep: Class 14 contains 4667 members 
Mstep: Class 15 contains 29521 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45077 members 
Mstep: Class 18 contains 46288 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23289 members 
Mstep: Class 22 contains 32601 members 
Mstep: Class 23 contains 19759 members 
Mstep: Class 24 contains 31518 members 
Mstep: Class 25 contains 7462 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47074 members 
Mstep: Class 28 contains 22853 members 
Mstep: Class 29 contains 27577 members 
Mstep: Class 30 contains 58181 members 
Mstep: Class 31 contains 53793 members 
Mstep: Class 32 contains 66664 members 
Mstep: Class 33 contains 21654 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39781 members 
Mstep: Class 36 contains 45671 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 21641 members 
Mstep: Class 40 contains 32316 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22360 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959920.000000 Penalty: 165768.828125
Iteration 155Q: 49 clusters Score -2.079599e+08 nChanged 5427
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 28469 members 
Mstep: Class 3 contains 45576 members 
Mstep: Class 4 contains 3707 members 
Mstep: Class 5 contains 35016 members 
Mstep: Class 6 contains 34227 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46575 members 
Mstep: Class 9 contains 7946 members 
Mstep: Class 10 contains 26489 members 
Mstep: Class 11 contains 50650 members 
Mstep: Class 12 contains 69495 members 
Mstep: Class 13 contains 52003 members 
Mstep: Class 14 contains 4669 members 
Mstep: Class 15 contains 29494 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45164 members 
Mstep: Class 18 contains 46274 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23258 members 
Mstep: Class 22 contains 32426 members 
Mstep: Class 23 contains 19721 members 
Mstep: Class 24 contains 31492 members 
Mstep: Class 25 contains 7388 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47131 members 
Mstep: Class 28 contains 22828 members 
Mstep: Class 29 contains 27563 members 
Mstep: Class 30 contains 58149 members 
Mstep: Class 31 contains 53757 members 
Mstep: Class 32 contains 66672 members 
Mstep: Class 33 contains 21588 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39785 members 
Mstep: Class 36 contains 45690 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 21927 members 
Mstep: Class 40 contains 32394 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22200 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959536.000000 Penalty: 165768.828125
Iteration 156Q: 49 clusters Score -2.079595e+08 nChanged 5287
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 28434 members 
Mstep: Class 3 contains 45637 members 
Mstep: Class 4 contains 3711 members 
Mstep: Class 5 contains 34926 members 
Mstep: Class 6 contains 34421 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46609 members 
Mstep: Class 9 contains 7951 members 
Mstep: Class 10 contains 26434 members 
Mstep: Class 11 contains 50753 members 
Mstep: Class 12 contains 69502 members 
Mstep: Class 13 contains 51949 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 29500 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45239 members 
Mstep: Class 18 contains 46252 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23223 members 
Mstep: Class 22 contains 32252 members 
Mstep: Class 23 contains 19664 members 
Mstep: Class 24 contains 31478 members 
Mstep: Class 25 contains 7331 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47140 members 
Mstep: Class 28 contains 22813 members 
Mstep: Class 29 contains 27546 members 
Mstep: Class 30 contains 58079 members 
Mstep: Class 31 contains 53749 members 
Mstep: Class 32 contains 66664 members 
Mstep: Class 33 contains 21535 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39810 members 
Mstep: Class 36 contains 45744 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 22169 members 
Mstep: Class 40 contains 32455 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22080 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959728.000000 Penalty: 165768.828125
Iteration 157Q: 49 clusters Score -2.079597e+08 nChanged 5172
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 28360 members 
Mstep: Class 3 contains 45724 members 
Mstep: Class 4 contains 3715 members 
Mstep: Class 5 contains 34813 members 
Mstep: Class 6 contains 34608 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46631 members 
Mstep: Class 9 contains 7959 members 
Mstep: Class 10 contains 26390 members 
Mstep: Class 11 contains 50887 members 
Mstep: Class 12 contains 69535 members 
Mstep: Class 13 contains 51869 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 29493 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45315 members 
Mstep: Class 18 contains 46206 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23208 members 
Mstep: Class 22 contains 32047 members 
Mstep: Class 23 contains 19628 members 
Mstep: Class 24 contains 31487 members 
Mstep: Class 25 contains 7293 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47160 members 
Mstep: Class 28 contains 22795 members 
Mstep: Class 29 contains 27521 members 
Mstep: Class 30 contains 58057 members 
Mstep: Class 31 contains 53754 members 
Mstep: Class 32 contains 66634 members 
Mstep: Class 33 contains 21467 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39840 members 
Mstep: Class 36 contains 45756 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 22397 members 
Mstep: Class 40 contains 32507 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21991 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959584.000000 Penalty: 165768.828125
Iteration 158Q: 49 clusters Score -2.079596e+08 nChanged 4998
Entering ConstructFrom: 
Score: -207959584.000000 Penalty: 165768.828125
Entering ConstructFrom: 
Trying to split cluster 1 (7092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Entering Unmasked Estep 
Score: -1293016.000000 Penalty: 2198.947266
	Iteration 0F: 2 clusters Score -1293016 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1287214.250000 Penalty: 4397.894531
	Iteration 0F: 3 clusters Score -1287214 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -1288802.750000 Penalty: 4397.894531
	Iteration 1F: 3 clusters Score -1288803 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3844 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1289105.875000 Penalty: 4397.894531
	Iteration 2F: 3 clusters Score -1289106 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1289323.000000 Penalty: 4397.894531
	Iteration 3F: 3 clusters Score -1289323 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -1289526.125000 Penalty: 4397.894531
	Iteration 4Q: 3 clusters Score -1289526 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -1289726.750000 Penalty: 4397.894531
	Iteration 5Q: 3 clusters Score -1289727 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4481 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -1289925.250000 Penalty: 4397.894531
	Iteration 6Q: 3 clusters Score -1289925 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4677 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -1290114.750000 Penalty: 4397.894531
	Iteration 7Q: 3 clusters Score -1290115 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -1290312.625000 Penalty: 4397.894531
	Iteration 8Q: 3 clusters Score -1290313 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -1290504.750000 Penalty: 4397.894531
	Iteration 9Q: 3 clusters Score -1290505 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 1803 members 
Entering Unmasked Estep 
Score: -1290680.125000 Penalty: 4397.894531
	Iteration 10Q: 3 clusters Score -1290680 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1290846.750000 Penalty: 4397.894531
	Iteration 11Q: 3 clusters Score -1290847 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -1290981.625000 Penalty: 4397.894531
	Iteration 12Q: 3 clusters Score -1290982 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -1291103.875000 Penalty: 4397.894531
	Iteration 13Q: 3 clusters Score -1291104 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1291236.125000 Penalty: 4397.894531
	Iteration 14Q: 3 clusters Score -1291236 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1288 members 
Entering Unmasked Estep 
Score: -1291437.625000 Penalty: 4397.894531
	Iteration 15Q: 3 clusters Score -1291438 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5788 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -1291710.750000 Penalty: 4397.894531
	Iteration 16Q: 3 clusters Score -1291711 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -1291910.500000 Penalty: 4397.894531
	Iteration 17Q: 3 clusters Score -1291910 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1292027.000000 Penalty: 4397.894531
	Iteration 18Q: 3 clusters Score -1292027 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5733 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1292098.500000 Penalty: 4397.894531
	Iteration 19Q: 3 clusters Score -1292098 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1292151.875000 Penalty: 4397.894531
	Iteration 20F: 3 clusters Score -1292152 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -1292198.875000 Penalty: 4397.894531
	Iteration 21Q: 3 clusters Score -1292199 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1292237.000000 Penalty: 4397.894531
	Iteration 22Q: 3 clusters Score -1292237 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1292265.250000 Penalty: 4397.894531
	Iteration 23Q: 3 clusters Score -1292265 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5754 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -1292289.625000 Penalty: 4397.894531
	Iteration 24Q: 3 clusters Score -1292290 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5763 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1292301.875000 Penalty: 4397.894531
	Iteration 25Q: 3 clusters Score -1292302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1292321.500000 Penalty: 4397.894531
	Iteration 26Q: 3 clusters Score -1292322 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -1292336.250000 Penalty: 4397.894531
	Iteration 27Q: 3 clusters Score -1292336 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -1292340.000000 Penalty: 4397.894531
	Iteration 28Q: 3 clusters Score -1292340 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5801 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -1292340.625000 Penalty: 4397.894531
	Iteration 29Q: 3 clusters Score -1292341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -1292344.125000 Penalty: 4397.894531
	Iteration 30Q: 3 clusters Score -1292344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5812 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1292345.375000 Penalty: 4397.894531
	Iteration 31Q: 3 clusters Score -1292345 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -1292350.500000 Penalty: 4397.894531
	Iteration 32Q: 3 clusters Score -1292350 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1292361.500000 Penalty: 4397.894531
	Iteration 33Q: 3 clusters Score -1292362 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -1292371.250000 Penalty: 4397.894531
	Iteration 34Q: 3 clusters Score -1292371 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -1292374.500000 Penalty: 4397.894531
	Iteration 35Q: 3 clusters Score -1292374 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1292375.625000 Penalty: 4397.894531
	Iteration 36Q: 3 clusters Score -1292376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1292382.750000 Penalty: 4397.894531
	Iteration 37Q: 3 clusters Score -1292383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1292387.500000 Penalty: 4397.894531
	Iteration 38Q: 3 clusters Score -1292388 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1292392.250000 Penalty: 4397.894531
	Iteration 39Q: 3 clusters Score -1292392 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1292397.875000 Penalty: 4397.894531
	Iteration 40F: 3 clusters Score -1292398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5866 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -1292402.500000 Penalty: 4397.894531
	Iteration 41Q: 3 clusters Score -1292402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -1292403.625000 Penalty: 4397.894531
	Iteration 42Q: 3 clusters Score -1292404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1292403.250000 Penalty: 4397.894531
	Iteration 43Q: 3 clusters Score -1292403 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5876 members 
Mstep: Class 2 contains 1216 members 
Entering Unmasked Estep 
Score: -1292405.250000 Penalty: 4397.894531
	Iteration 44Q: 3 clusters Score -1292405 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1292405.125000 Penalty: 4397.894531
	Iteration 45Q: 3 clusters Score -1292405 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5877 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -1292405.125000 Penalty: 4397.894531
	Iteration 46F: 3 clusters Score -1292405 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28323 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Entering Unmasked Estep 
Score: -5634313.000000 Penalty: 2542.354492
	Iteration 0F: 2 clusters Score -5634313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14197 members 
Mstep: Class 2 contains 14126 members 
Entering Unmasked Estep 
Score: -5615488.000000 Penalty: 5084.708984
	Iteration 0F: 3 clusters Score -5615488 nChanged 12660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13923 members 
Mstep: Class 2 contains 14400 members 
Entering Unmasked Estep 
Score: -5622302.500000 Penalty: 5084.708984
	Iteration 1F: 3 clusters Score -5622302 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 14660 members 
Entering Unmasked Estep 
Score: -5622789.000000 Penalty: 5084.708984
	Iteration 2F: 3 clusters Score -5622789 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13214 members 
Mstep: Class 2 contains 15109 members 
Entering Unmasked Estep 
Score: -5623227.500000 Penalty: 5084.708984
	Iteration 3Q: 3 clusters Score -5623228 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12748 members 
Mstep: Class 2 contains 15575 members 
Entering Unmasked Estep 
Score: -5623726.500000 Penalty: 5084.708984
	Iteration 4Q: 3 clusters Score -5623726 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12152 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -5624127.000000 Penalty: 5084.708984
	Iteration 5Q: 3 clusters Score -5624127 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11415 members 
Mstep: Class 2 contains 16908 members 
Entering Unmasked Estep 
Score: -5624551.000000 Penalty: 5084.708984
	Iteration 6Q: 3 clusters Score -5624551 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -5625025.000000 Penalty: 5084.708984
	Iteration 7Q: 3 clusters Score -5625025 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9546 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -5625501.500000 Penalty: 5084.708984
	Iteration 8Q: 3 clusters Score -5625502 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 19968 members 
Entering Unmasked Estep 
Score: -5626140.000000 Penalty: 5084.708984
	Iteration 9Q: 3 clusters Score -5626140 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -5626879.500000 Penalty: 5084.708984
	Iteration 10Q: 3 clusters Score -5626880 nChanged 1557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5627785.500000 Penalty: 5084.708984
	Iteration 11F: 3 clusters Score -5627786 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 24371 members 
Entering Unmasked Estep 
Score: -5628750.000000 Penalty: 5084.708984
	Iteration 12F: 3 clusters Score -5628750 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
Score: -5629792.000000 Penalty: 5084.708984
	Iteration 13Q: 3 clusters Score -5629792 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 26847 members 
Entering Unmasked Estep 
Score: -5630850.500000 Penalty: 5084.708984
	Iteration 14Q: 3 clusters Score -5630850 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 27519 members 
Entering Unmasked Estep 
Score: -5631485.500000 Penalty: 5084.708984
	Iteration 15Q: 3 clusters Score -5631486 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -5631760.000000 Penalty: 5084.708984
	Iteration 16Q: 3 clusters Score -5631760 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5631910.500000 Penalty: 5084.708984
	Iteration 17Q: 3 clusters Score -5631910 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 27992 members 
Entering Unmasked Estep 
Score: -5631998.000000 Penalty: 5084.708984
	Iteration 18Q: 3 clusters Score -5631998 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 28025 members 
Entering Unmasked Estep 
Score: -5632040.000000 Penalty: 5084.708984
	Iteration 19Q: 3 clusters Score -5632040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -5632081.500000 Penalty: 5084.708984
	Iteration 20F: 3 clusters Score -5632082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -5632083.500000 Penalty: 5084.708984
	Iteration 21Q: 3 clusters Score -5632084 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 28054 members 
Entering Unmasked Estep 
Score: -5632102.000000 Penalty: 5084.708984
	Iteration 22Q: 3 clusters Score -5632102 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 28055 members 
Entering Unmasked Estep 
Score: -5632107.500000 Penalty: 5084.708984
	Iteration 23Q: 3 clusters Score -5632108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -5632103.000000 Penalty: 5084.708984
	Iteration 24Q: 3 clusters Score -5632103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 28059 members 
Entering Unmasked Estep 
Score: -5632115.000000 Penalty: 5084.708984
	Iteration 25Q: 3 clusters Score -5632115 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 28061 members 
Entering Unmasked Estep 
Score: -5632114.000000 Penalty: 5084.708984
	Iteration 26Q: 3 clusters Score -5632114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -5632125.000000 Penalty: 5084.708984
	Iteration 27Q: 3 clusters Score -5632125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5632125.500000 Penalty: 5084.708984
	Iteration 28Q: 3 clusters Score -5632126 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5632125.500000 Penalty: 5084.708984
	Iteration 29F: 3 clusters Score -5632126 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45792 members 
Entering Unmasked Estep 
Score: -8782169.000000 Penalty: 2661.502441
	Iteration 0F: 2 clusters Score -8782169 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 22928 members 
Entering Unmasked Estep 
Score: -8755084.000000 Penalty: 5323.004883
	Iteration 0F: 3 clusters Score -8755084 nChanged 21116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22464 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -8766507.000000 Penalty: 5323.004883
	Iteration 1F: 3 clusters Score -8766507 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22238 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -8766902.000000 Penalty: 5323.004883
	Iteration 2Q: 3 clusters Score -8766902 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 23848 members 
Entering Unmasked Estep 
Score: -8767271.000000 Penalty: 5323.004883
	Iteration 3Q: 3 clusters Score -8767271 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21482 members 
Mstep: Class 2 contains 24310 members 
Entering Unmasked Estep 
Score: -8767628.000000 Penalty: 5323.004883
	Iteration 4Q: 3 clusters Score -8767628 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20861 members 
Mstep: Class 2 contains 24931 members 
Entering Unmasked Estep 
Score: -8767998.000000 Penalty: 5323.004883
	Iteration 5Q: 3 clusters Score -8767998 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20030 members 
Mstep: Class 2 contains 25762 members 
Entering Unmasked Estep 
Score: -8768420.000000 Penalty: 5323.004883
	Iteration 6Q: 3 clusters Score -8768420 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -8768946.000000 Penalty: 5323.004883
	Iteration 7Q: 3 clusters Score -8768946 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 28347 members 
Entering Unmasked Estep 
Score: -8769796.000000 Penalty: 5323.004883
	Iteration 8Q: 3 clusters Score -8769796 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15693 members 
Mstep: Class 2 contains 30099 members 
Entering Unmasked Estep 
Score: -8770831.000000 Penalty: 5323.004883
	Iteration 9Q: 3 clusters Score -8770831 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13797 members 
Mstep: Class 2 contains 31995 members 
Entering Unmasked Estep 
Score: -8772257.000000 Penalty: 5323.004883
	Iteration 10Q: 3 clusters Score -8772257 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 33924 members 
Entering Unmasked Estep 
Score: -8773787.000000 Penalty: 5323.004883
	Iteration 11Q: 3 clusters Score -8773787 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10201 members 
Mstep: Class 2 contains 35591 members 
Entering Unmasked Estep 
Score: -8775328.000000 Penalty: 5323.004883
	Iteration 12Q: 3 clusters Score -8775328 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 36812 members 
Entering Unmasked Estep 
Score: -8776512.000000 Penalty: 5323.004883
	Iteration 13Q: 3 clusters Score -8776512 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -8777279.000000 Penalty: 5323.004883
	Iteration 14Q: 3 clusters Score -8777279 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 38048 members 
Entering Unmasked Estep 
Score: -8777761.000000 Penalty: 5323.004883
	Iteration 15Q: 3 clusters Score -8777761 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7398 members 
Mstep: Class 2 contains 38394 members 
Entering Unmasked Estep 
Score: -8778022.000000 Penalty: 5323.004883
	Iteration 16Q: 3 clusters Score -8778022 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
Score: -8778250.000000 Penalty: 5323.004883
	Iteration 17Q: 3 clusters Score -8778250 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -8778416.000000 Penalty: 5323.004883
	Iteration 18Q: 3 clusters Score -8778416 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6770 members 
Mstep: Class 2 contains 39022 members 
Entering Unmasked Estep 
Score: -8778629.000000 Penalty: 5323.004883
	Iteration 19Q: 3 clusters Score -8778629 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 39186 members 
Entering Unmasked Estep 
Score: -8778818.000000 Penalty: 5323.004883
	Iteration 20F: 3 clusters Score -8778818 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 39330 members 
Entering Unmasked Estep 
Score: -8779084.000000 Penalty: 5323.004883
	Iteration 21Q: 3 clusters Score -8779084 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6323 members 
Mstep: Class 2 contains 39469 members 
Entering Unmasked Estep 
Score: -8779312.000000 Penalty: 5323.004883
	Iteration 22Q: 3 clusters Score -8779312 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 39600 members 
Entering Unmasked Estep 
Score: -8779495.000000 Penalty: 5323.004883
	Iteration 23Q: 3 clusters Score -8779495 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 39704 members 
Entering Unmasked Estep 
Score: -8779712.000000 Penalty: 5323.004883
	Iteration 24Q: 3 clusters Score -8779712 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -8779879.000000 Penalty: 5323.004883
	Iteration 25Q: 3 clusters Score -8779879 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 39766 members 
Entering Unmasked Estep 
Score: -8780029.000000 Penalty: 5323.004883
	Iteration 26Q: 3 clusters Score -8780029 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 39747 members 
Entering Unmasked Estep 
Score: -8780186.000000 Penalty: 5323.004883
	Iteration 27Q: 3 clusters Score -8780186 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6066 members 
Mstep: Class 2 contains 39726 members 
Entering Unmasked Estep 
Score: -8780317.000000 Penalty: 5323.004883
	Iteration 28Q: 3 clusters Score -8780317 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 39692 members 
Entering Unmasked Estep 
Score: -8780457.000000 Penalty: 5323.004883
	Iteration 29Q: 3 clusters Score -8780457 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6126 members 
Mstep: Class 2 contains 39666 members 
Entering Unmasked Estep 
Score: -8780558.000000 Penalty: 5323.004883
	Iteration 30Q: 3 clusters Score -8780558 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6151 members 
Mstep: Class 2 contains 39641 members 
Entering Unmasked Estep 
Score: -8780653.000000 Penalty: 5323.004883
	Iteration 31Q: 3 clusters Score -8780653 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 39610 members 
Entering Unmasked Estep 
Score: -8780763.000000 Penalty: 5323.004883
	Iteration 32Q: 3 clusters Score -8780763 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 39573 members 
Entering Unmasked Estep 
Score: -8780844.000000 Penalty: 5323.004883
	Iteration 33Q: 3 clusters Score -8780844 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 39556 members 
Entering Unmasked Estep 
Score: -8780883.000000 Penalty: 5323.004883
	Iteration 34Q: 3 clusters Score -8780883 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 39520 members 
Entering Unmasked Estep 
Score: -8780927.000000 Penalty: 5323.004883
	Iteration 35Q: 3 clusters Score -8780927 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6306 members 
Mstep: Class 2 contains 39486 members 
Entering Unmasked Estep 
Score: -8780970.000000 Penalty: 5323.004883
	Iteration 36Q: 3 clusters Score -8780970 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -8780992.000000 Penalty: 5323.004883
	Iteration 37Q: 3 clusters Score -8780992 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -8781001.000000 Penalty: 5323.004883
	Iteration 38Q: 3 clusters Score -8781001 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 39470 members 
Entering Unmasked Estep 
Score: -8781023.000000 Penalty: 5323.004883
	Iteration 39Q: 3 clusters Score -8781023 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 39464 members 
Entering Unmasked Estep 
Score: -8781067.000000 Penalty: 5323.004883
	Iteration 40F: 3 clusters Score -8781067 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6358 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -8781078.000000 Penalty: 5323.004883
	Iteration 41Q: 3 clusters Score -8781078 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 39418 members 
Entering Unmasked Estep 
Score: -8781102.000000 Penalty: 5323.004883
	Iteration 42Q: 3 clusters Score -8781102 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6405 members 
Mstep: Class 2 contains 39387 members 
Entering Unmasked Estep 
Score: -8781124.000000 Penalty: 5323.004883
	Iteration 43Q: 3 clusters Score -8781124 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 39355 members 
Entering Unmasked Estep 
Score: -8781131.000000 Penalty: 5323.004883
	Iteration 44Q: 3 clusters Score -8781131 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6463 members 
Mstep: Class 2 contains 39329 members 
Entering Unmasked Estep 
Score: -8781147.000000 Penalty: 5323.004883
	Iteration 45Q: 3 clusters Score -8781147 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6499 members 
Mstep: Class 2 contains 39293 members 
Entering Unmasked Estep 
Score: -8781141.000000 Penalty: 5323.004883
	Iteration 46Q: 3 clusters Score -8781141 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 39273 members 
Entering Unmasked Estep 
Score: -8781152.000000 Penalty: 5323.004883
	Iteration 47Q: 3 clusters Score -8781152 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6536 members 
Mstep: Class 2 contains 39256 members 
Entering Unmasked Estep 
Score: -8781150.000000 Penalty: 5323.004883
	Iteration 48Q: 3 clusters Score -8781150 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6554 members 
Mstep: Class 2 contains 39238 members 
Entering Unmasked Estep 
Score: -8781157.000000 Penalty: 5323.004883
	Iteration 49Q: 3 clusters Score -8781157 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 39205 members 
Entering Unmasked Estep 
Score: -8781190.000000 Penalty: 5323.004883
	Iteration 50Q: 3 clusters Score -8781190 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8781189.000000 Penalty: 5323.004883
	Iteration 51Q: 3 clusters Score -8781189 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 39153 members 
Entering Unmasked Estep 
Score: -8781174.000000 Penalty: 5323.004883
	Iteration 52Q: 3 clusters Score -8781174 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 39119 members 
Entering Unmasked Estep 
Score: -8781196.000000 Penalty: 5323.004883
	Iteration 53Q: 3 clusters Score -8781196 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -8781189.000000 Penalty: 5323.004883
	Iteration 54Q: 3 clusters Score -8781189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6700 members 
Mstep: Class 2 contains 39092 members 
Entering Unmasked Estep 
Score: -8781183.000000 Penalty: 5323.004883
	Iteration 55Q: 3 clusters Score -8781183 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 39078 members 
Entering Unmasked Estep 
Score: -8781203.000000 Penalty: 5323.004883
	Iteration 56Q: 3 clusters Score -8781203 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 39056 members 
Entering Unmasked Estep 
Score: -8781217.000000 Penalty: 5323.004883
	Iteration 57Q: 3 clusters Score -8781217 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6767 members 
Mstep: Class 2 contains 39025 members 
Entering Unmasked Estep 
Score: -8781212.000000 Penalty: 5323.004883
	Iteration 58Q: 3 clusters Score -8781212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -8781231.000000 Penalty: 5323.004883
	Iteration 59Q: 3 clusters Score -8781231 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6819 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -8781218.000000 Penalty: 5323.004883
	Iteration 60F: 3 clusters Score -8781218 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 38957 members 
Entering Unmasked Estep 
Score: -8781200.000000 Penalty: 5323.004883
	Iteration 61Q: 3 clusters Score -8781200 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 38939 members 
Entering Unmasked Estep 
Score: -8781215.000000 Penalty: 5323.004883
	Iteration 62Q: 3 clusters Score -8781215 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
Score: -8781212.000000 Penalty: 5323.004883
	Iteration 63Q: 3 clusters Score -8781212 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 38907 members 
Entering Unmasked Estep 
Score: -8781210.000000 Penalty: 5323.004883
	Iteration 64Q: 3 clusters Score -8781210 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 38893 members 
Entering Unmasked Estep 
Score: -8781205.000000 Penalty: 5323.004883
	Iteration 65Q: 3 clusters Score -8781205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 38875 members 
Entering Unmasked Estep 
Score: -8781205.000000 Penalty: 5323.004883
	Iteration 66Q: 3 clusters Score -8781205 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6935 members 
Mstep: Class 2 contains 38857 members 
Entering Unmasked Estep 
Score: -8781207.000000 Penalty: 5323.004883
	Iteration 67Q: 3 clusters Score -8781207 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 38842 members 
Entering Unmasked Estep 
Score: -8781223.000000 Penalty: 5323.004883
	Iteration 68Q: 3 clusters Score -8781223 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 38816 members 
Entering Unmasked Estep 
Score: -8781227.000000 Penalty: 5323.004883
	Iteration 69Q: 3 clusters Score -8781227 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 38795 members 
Entering Unmasked Estep 
Score: -8781220.000000 Penalty: 5323.004883
	Iteration 70Q: 3 clusters Score -8781220 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7016 members 
Mstep: Class 2 contains 38776 members 
Entering Unmasked Estep 
Score: -8781228.000000 Penalty: 5323.004883
	Iteration 71Q: 3 clusters Score -8781228 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7040 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -8781239.000000 Penalty: 5323.004883
	Iteration 72Q: 3 clusters Score -8781239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -8781241.000000 Penalty: 5323.004883
	Iteration 73Q: 3 clusters Score -8781241 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7095 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -8781226.000000 Penalty: 5323.004883
	Iteration 74Q: 3 clusters Score -8781226 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -8781242.000000 Penalty: 5323.004883
	Iteration 75Q: 3 clusters Score -8781242 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 38656 members 
Entering Unmasked Estep 
Score: -8781240.000000 Penalty: 5323.004883
	Iteration 76Q: 3 clusters Score -8781240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -8781250.000000 Penalty: 5323.004883
	Iteration 77Q: 3 clusters Score -8781250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -8781262.000000 Penalty: 5323.004883
	Iteration 78Q: 3 clusters Score -8781262 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 38594 members 
Entering Unmasked Estep 
Score: -8781248.000000 Penalty: 5323.004883
	Iteration 79Q: 3 clusters Score -8781248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 38572 members 
Entering Unmasked Estep 
Score: -8781253.000000 Penalty: 5323.004883
	Iteration 80F: 3 clusters Score -8781253 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 38549 members 
Entering Unmasked Estep 
Score: -8781267.000000 Penalty: 5323.004883
	Iteration 81Q: 3 clusters Score -8781267 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 38529 members 
Entering Unmasked Estep 
Score: -8781269.000000 Penalty: 5323.004883
	Iteration 82Q: 3 clusters Score -8781269 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7287 members 
Mstep: Class 2 contains 38505 members 
Entering Unmasked Estep 
Score: -8781271.000000 Penalty: 5323.004883
	Iteration 83Q: 3 clusters Score -8781271 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -8781250.000000 Penalty: 5323.004883
	Iteration 84Q: 3 clusters Score -8781250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 38461 members 
Entering Unmasked Estep 
Score: -8781247.000000 Penalty: 5323.004883
	Iteration 85Q: 3 clusters Score -8781247 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 38441 members 
Entering Unmasked Estep 
Score: -8781255.000000 Penalty: 5323.004883
	Iteration 86Q: 3 clusters Score -8781255 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7377 members 
Mstep: Class 2 contains 38415 members 
Entering Unmasked Estep 
Score: -8781250.000000 Penalty: 5323.004883
	Iteration 87Q: 3 clusters Score -8781250 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 38398 members 
Entering Unmasked Estep 
Score: -8781257.000000 Penalty: 5323.004883
	Iteration 88Q: 3 clusters Score -8781257 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7412 members 
Mstep: Class 2 contains 38380 members 
Entering Unmasked Estep 
Score: -8781254.000000 Penalty: 5323.004883
	Iteration 89Q: 3 clusters Score -8781254 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 38366 members 
Entering Unmasked Estep 
Score: -8781258.000000 Penalty: 5323.004883
	Iteration 90Q: 3 clusters Score -8781258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7450 members 
Mstep: Class 2 contains 38342 members 
Entering Unmasked Estep 
Score: -8781249.000000 Penalty: 5323.004883
	Iteration 91Q: 3 clusters Score -8781249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 38325 members 
Entering Unmasked Estep 
Score: -8781259.000000 Penalty: 5323.004883
	Iteration 92Q: 3 clusters Score -8781259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 38312 members 
Entering Unmasked Estep 
Score: -8781268.000000 Penalty: 5323.004883
	Iteration 93Q: 3 clusters Score -8781268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7489 members 
Mstep: Class 2 contains 38303 members 
Entering Unmasked Estep 
Score: -8781273.000000 Penalty: 5323.004883
	Iteration 94Q: 3 clusters Score -8781273 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 38295 members 
Entering Unmasked Estep 
Score: -8781274.000000 Penalty: 5323.004883
	Iteration 95Q: 3 clusters Score -8781274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7505 members 
Mstep: Class 2 contains 38287 members 
Entering Unmasked Estep 
Score: -8781276.000000 Penalty: 5323.004883
	Iteration 96Q: 3 clusters Score -8781276 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 38278 members 
Entering Unmasked Estep 
Score: -8781285.000000 Penalty: 5323.004883
	Iteration 97Q: 3 clusters Score -8781285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 38270 members 
Entering Unmasked Estep 
Score: -8781279.000000 Penalty: 5323.004883
	Iteration 98Q: 3 clusters Score -8781279 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -8781285.000000 Penalty: 5323.004883
	Iteration 99Q: 3 clusters Score -8781285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7536 members 
Mstep: Class 2 contains 38256 members 
Entering Unmasked Estep 
Score: -8781295.000000 Penalty: 5323.004883
	Iteration 100F: 3 clusters Score -8781295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 38253 members 
Entering Unmasked Estep 
Score: -8781292.000000 Penalty: 5323.004883
	Iteration 101Q: 3 clusters Score -8781292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -8781292.000000 Penalty: 5323.004883
	Iteration 102Q: 3 clusters Score -8781292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7541 members 
Mstep: Class 2 contains 38251 members 
Entering Unmasked Estep 
Score: -8781292.000000 Penalty: 5323.004883
	Iteration 103F: 3 clusters Score -8781292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (3719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Entering Unmasked Estep 
Score: -695370.000000 Penalty: 2038.860229
	Iteration 0F: 2 clusters Score -695370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -691647.375000 Penalty: 4077.720459
	Iteration 0F: 3 clusters Score -691647.4 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -692424.062500 Penalty: 4077.720459
	Iteration 1F: 3 clusters Score -692424.1 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -692580.812500 Penalty: 4077.720459
	Iteration 2F: 3 clusters Score -692580.8 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -692674.937500 Penalty: 4077.720459
	Iteration 3Q: 3 clusters Score -692674.9 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -692746.687500 Penalty: 4077.720459
	Iteration 4Q: 3 clusters Score -692746.7 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -692799.062500 Penalty: 4077.720459
	Iteration 5Q: 3 clusters Score -692799.1 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -692849.312500 Penalty: 4077.720459
	Iteration 6Q: 3 clusters Score -692849.3 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -692903.687500 Penalty: 4077.720459
	Iteration 7Q: 3 clusters Score -692903.7 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -692950.687500 Penalty: 4077.720459
	Iteration 8Q: 3 clusters Score -692950.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -692977.500000 Penalty: 4077.720459
	Iteration 9Q: 3 clusters Score -692977.5 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -692999.000000 Penalty: 4077.720459
	Iteration 10Q: 3 clusters Score -692999 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -693018.062500 Penalty: 4077.720459
	Iteration 11Q: 3 clusters Score -693018.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2078 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -693042.750000 Penalty: 4077.720459
	Iteration 12Q: 3 clusters Score -693042.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2076 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -693069.812500 Penalty: 4077.720459
	Iteration 13Q: 3 clusters Score -693069.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -693099.875000 Penalty: 4077.720459
	Iteration 14Q: 3 clusters Score -693099.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2091 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -693127.375000 Penalty: 4077.720459
	Iteration 15Q: 3 clusters Score -693127.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -693166.750000 Penalty: 4077.720459
	Iteration 16Q: 3 clusters Score -693166.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -693206.062500 Penalty: 4077.720459
	Iteration 17Q: 3 clusters Score -693206.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -693263.062500 Penalty: 4077.720459
	Iteration 18Q: 3 clusters Score -693263.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -693309.000000 Penalty: 4077.720459
	Iteration 19Q: 3 clusters Score -693309 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -693353.375000 Penalty: 4077.720459
	Iteration 20F: 3 clusters Score -693353.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2057 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -693404.750000 Penalty: 4077.720459
	Iteration 21Q: 3 clusters Score -693404.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -693448.437500 Penalty: 4077.720459
	Iteration 22Q: 3 clusters Score -693448.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -693502.750000 Penalty: 4077.720459
	Iteration 23Q: 3 clusters Score -693502.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -693564.250000 Penalty: 4077.720459
	Iteration 24Q: 3 clusters Score -693564.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -693627.687500 Penalty: 4077.720459
	Iteration 25Q: 3 clusters Score -693627.7 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -693689.625000 Penalty: 4077.720459
	Iteration 26Q: 3 clusters Score -693689.6 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -693745.437500 Penalty: 4077.720459
	Iteration 27Q: 3 clusters Score -693745.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -693791.687500 Penalty: 4077.720459
	Iteration 28Q: 3 clusters Score -693791.7 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -693833.437500 Penalty: 4077.720459
	Iteration 29Q: 3 clusters Score -693833.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1958 members 
Entering Unmasked Estep 
Score: -693866.187500 Penalty: 4077.720459
	Iteration 30Q: 3 clusters Score -693866.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -693888.125000 Penalty: 4077.720459
	Iteration 31Q: 3 clusters Score -693888.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 2021 members 
Entering Unmasked Estep 
Score: -693910.937500 Penalty: 4077.720459
	Iteration 32Q: 3 clusters Score -693910.9 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -693932.062500 Penalty: 4077.720459
	Iteration 33Q: 3 clusters Score -693932.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -693943.250000 Penalty: 4077.720459
	Iteration 34Q: 3 clusters Score -693943.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -693952.875000 Penalty: 4077.720459
	Iteration 35Q: 3 clusters Score -693952.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -693958.750000 Penalty: 4077.720459
	Iteration 36Q: 3 clusters Score -693958.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -693967.750000 Penalty: 4077.720459
	Iteration 37Q: 3 clusters Score -693967.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -693974.937500 Penalty: 4077.720459
	Iteration 38Q: 3 clusters Score -693974.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1567 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -693978.437500 Penalty: 4077.720459
	Iteration 39Q: 3 clusters Score -693978.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -693984.875000 Penalty: 4077.720459
	Iteration 40F: 3 clusters Score -693984.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -693987.500000 Penalty: 4077.720459
	Iteration 41Q: 3 clusters Score -693987.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -693990.250000 Penalty: 4077.720459
	Iteration 42Q: 3 clusters Score -693990.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -693992.000000 Penalty: 4077.720459
	Iteration 43Q: 3 clusters Score -693992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -693993.875000 Penalty: 4077.720459
	Iteration 44Q: 3 clusters Score -693993.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -693996.250000 Penalty: 4077.720459
	Iteration 45Q: 3 clusters Score -693996.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -693996.812500 Penalty: 4077.720459
	Iteration 46Q: 3 clusters Score -693996.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -693998.875000 Penalty: 4077.720459
	Iteration 47Q: 3 clusters Score -693998.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -693999.875000 Penalty: 4077.720459
	Iteration 48Q: 3 clusters Score -693999.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -694003.125000 Penalty: 4077.720459
	Iteration 49Q: 3 clusters Score -694003.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -694005.500000 Penalty: 4077.720459
	Iteration 50Q: 3 clusters Score -694005.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -694006.625000 Penalty: 4077.720459
	Iteration 51Q: 3 clusters Score -694006.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -694009.187500 Penalty: 4077.720459
	Iteration 52Q: 3 clusters Score -694009.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -694009.375000 Penalty: 4077.720459
	Iteration 53Q: 3 clusters Score -694009.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -694010.000000 Penalty: 4077.720459
	Iteration 54Q: 3 clusters Score -694010 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -694011.437500 Penalty: 4077.720459
	Iteration 55Q: 3 clusters Score -694011.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -694012.000000 Penalty: 4077.720459
	Iteration 56Q: 3 clusters Score -694012 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -694013.062500 Penalty: 4077.720459
	Iteration 57Q: 3 clusters Score -694013.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -694012.750000 Penalty: 4077.720459
	Iteration 58Q: 3 clusters Score -694012.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -694014.187500 Penalty: 4077.720459
	Iteration 59Q: 3 clusters Score -694014.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -694014.187500 Penalty: 4077.720459
	Iteration 60F: 3 clusters Score -694014.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34712 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34712 members 
Entering Unmasked Estep 
Score: -6668195.000000 Penalty: 2592.800537
	Iteration 0F: 2 clusters Score -6668195 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17336 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -6645459.500000 Penalty: 5185.601074
	Iteration 0F: 3 clusters Score -6645460 nChanged 15826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 17552 members 
Entering Unmasked Estep 
Score: -6653967.000000 Penalty: 5185.601074
	Iteration 1F: 3 clusters Score -6653967 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17055 members 
Mstep: Class 2 contains 17657 members 
Entering Unmasked Estep 
Score: -6654367.500000 Penalty: 5185.601074
	Iteration 2Q: 3 clusters Score -6654368 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -6654692.500000 Penalty: 5185.601074
	Iteration 3Q: 3 clusters Score -6654692 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16806 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -6654907.000000 Penalty: 5185.601074
	Iteration 4Q: 3 clusters Score -6654907 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16572 members 
Mstep: Class 2 contains 18140 members 
Entering Unmasked Estep 
Score: -6655105.500000 Penalty: 5185.601074
	Iteration 5Q: 3 clusters Score -6655106 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16300 members 
Mstep: Class 2 contains 18412 members 
Entering Unmasked Estep 
Score: -6655292.000000 Penalty: 5185.601074
	Iteration 6Q: 3 clusters Score -6655292 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15883 members 
Mstep: Class 2 contains 18829 members 
Entering Unmasked Estep 
Score: -6655531.500000 Penalty: 5185.601074
	Iteration 7Q: 3 clusters Score -6655532 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15354 members 
Mstep: Class 2 contains 19358 members 
Entering Unmasked Estep 
Score: -6655738.000000 Penalty: 5185.601074
	Iteration 8Q: 3 clusters Score -6655738 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14693 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -6655981.500000 Penalty: 5185.601074
	Iteration 9Q: 3 clusters Score -6655982 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13835 members 
Mstep: Class 2 contains 20877 members 
Entering Unmasked Estep 
Score: -6656290.500000 Penalty: 5185.601074
	Iteration 10Q: 3 clusters Score -6656290 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12741 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -6656746.000000 Penalty: 5185.601074
	Iteration 11Q: 3 clusters Score -6656746 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11298 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6657396.000000 Penalty: 5185.601074
	Iteration 12Q: 3 clusters Score -6657396 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9529 members 
Mstep: Class 2 contains 25183 members 
Entering Unmasked Estep 
Score: -6658369.000000 Penalty: 5185.601074
	Iteration 13F: 3 clusters Score -6658369 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7496 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -6659672.500000 Penalty: 5185.601074
	Iteration 14F: 3 clusters Score -6659672 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 29403 members 
Entering Unmasked Estep 
Score: -6661327.500000 Penalty: 5185.601074
	Iteration 15F: 3 clusters Score -6661328 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3317 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -6663012.500000 Penalty: 5185.601074
	Iteration 16F: 3 clusters Score -6663012 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -6664255.500000 Penalty: 5185.601074
	Iteration 17Q: 3 clusters Score -6664256 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 33761 members 
Entering Unmasked Estep 
Score: -6665048.500000 Penalty: 5185.601074
	Iteration 18Q: 3 clusters Score -6665048 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 34167 members 
Entering Unmasked Estep 
Score: -6665439.000000 Penalty: 5185.601074
	Iteration 19Q: 3 clusters Score -6665439 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 34320 members 
Entering Unmasked Estep 
Score: -6665626.000000 Penalty: 5185.601074
	Iteration 20F: 3 clusters Score -6665626 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -6665718.500000 Penalty: 5185.601074
	Iteration 21Q: 3 clusters Score -6665718 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 34415 members 
Entering Unmasked Estep 
Score: -6665781.000000 Penalty: 5185.601074
	Iteration 22Q: 3 clusters Score -6665781 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 34435 members 
Entering Unmasked Estep 
Score: -6665829.500000 Penalty: 5185.601074
	Iteration 23Q: 3 clusters Score -6665830 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 34451 members 
Entering Unmasked Estep 
Score: -6665855.000000 Penalty: 5185.601074
	Iteration 24Q: 3 clusters Score -6665855 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 34456 members 
Entering Unmasked Estep 
Score: -6665874.000000 Penalty: 5185.601074
	Iteration 25Q: 3 clusters Score -6665874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 34459 members 
Entering Unmasked Estep 
Score: -6665896.000000 Penalty: 5185.601074
	Iteration 26Q: 3 clusters Score -6665896 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 34467 members 
Entering Unmasked Estep 
Score: -6665912.000000 Penalty: 5185.601074
	Iteration 27Q: 3 clusters Score -6665912 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 34472 members 
Entering Unmasked Estep 
Score: -6665920.000000 Penalty: 5185.601074
	Iteration 28Q: 3 clusters Score -6665920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 34471 members 
Entering Unmasked Estep 
Score: -6665920.500000 Penalty: 5185.601074
	Iteration 29Q: 3 clusters Score -6665920 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -6665920.500000 Penalty: 5185.601074
	Iteration 30Q: 3 clusters Score -6665920 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 34474 members 
Entering Unmasked Estep 
Score: -6665920.500000 Penalty: 5185.601074
	Iteration 31F: 3 clusters Score -6665920 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34777 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Entering Unmasked Estep 
Score: -6697486.500000 Penalty: 2593.264404
	Iteration 0F: 2 clusters Score -6697486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -6675265.000000 Penalty: 5186.528809
	Iteration 0F: 3 clusters Score -6675265 nChanged 15808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -6683595.500000 Penalty: 5186.528809
	Iteration 1F: 3 clusters Score -6683596 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -6684015.000000 Penalty: 5186.528809
	Iteration 2Q: 3 clusters Score -6684015 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16875 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
Score: -6684356.500000 Penalty: 5186.528809
	Iteration 3Q: 3 clusters Score -6684356 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 18136 members 
Entering Unmasked Estep 
Score: -6684625.500000 Penalty: 5186.528809
	Iteration 4Q: 3 clusters Score -6684626 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 18439 members 
Entering Unmasked Estep 
Score: -6684867.500000 Penalty: 5186.528809
	Iteration 5Q: 3 clusters Score -6684868 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15863 members 
Mstep: Class 2 contains 18914 members 
Entering Unmasked Estep 
Score: -6685097.500000 Penalty: 5186.528809
	Iteration 6Q: 3 clusters Score -6685098 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 19553 members 
Entering Unmasked Estep 
Score: -6685477.500000 Penalty: 5186.528809
	Iteration 7Q: 3 clusters Score -6685478 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14376 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -6685941.000000 Penalty: 5186.528809
	Iteration 8Q: 3 clusters Score -6685941 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13302 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -6686558.500000 Penalty: 5186.528809
	Iteration 9Q: 3 clusters Score -6686558 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11924 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -6687344.000000 Penalty: 5186.528809
	Iteration 10Q: 3 clusters Score -6687344 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -6688360.500000 Penalty: 5186.528809
	Iteration 11F: 3 clusters Score -6688360 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -6689785.000000 Penalty: 5186.528809
	Iteration 12F: 3 clusters Score -6689785 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6253 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -6691374.500000 Penalty: 5186.528809
	Iteration 13F: 3 clusters Score -6691374 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 30405 members 
Entering Unmasked Estep 
Score: -6692760.000000 Penalty: 5186.528809
	Iteration 14F: 3 clusters Score -6692760 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 31907 members 
Entering Unmasked Estep 
Score: -6693722.500000 Penalty: 5186.528809
	Iteration 15Q: 3 clusters Score -6693722 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 32952 members 
Entering Unmasked Estep 
Score: -6694349.000000 Penalty: 5186.528809
	Iteration 16Q: 3 clusters Score -6694349 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -6694771.000000 Penalty: 5186.528809
	Iteration 17Q: 3 clusters Score -6694771 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 33935 members 
Entering Unmasked Estep 
Score: -6694935.500000 Penalty: 5186.528809
	Iteration 18Q: 3 clusters Score -6694936 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -6695030.500000 Penalty: 5186.528809
	Iteration 19Q: 3 clusters Score -6695030 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 34202 members 
Entering Unmasked Estep 
Score: -6695108.500000 Penalty: 5186.528809
	Iteration 20F: 3 clusters Score -6695108 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 34273 members 
Entering Unmasked Estep 
Score: -6695167.500000 Penalty: 5186.528809
	Iteration 21Q: 3 clusters Score -6695168 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 34306 members 
Entering Unmasked Estep 
Score: -6695196.500000 Penalty: 5186.528809
	Iteration 22Q: 3 clusters Score -6695196 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -6695223.000000 Penalty: 5186.528809
	Iteration 23Q: 3 clusters Score -6695223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 34337 members 
Entering Unmasked Estep 
Score: -6695236.500000 Penalty: 5186.528809
	Iteration 24Q: 3 clusters Score -6695236 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 34339 members 
Entering Unmasked Estep 
Score: -6695248.500000 Penalty: 5186.528809
	Iteration 25Q: 3 clusters Score -6695248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -6695256.000000 Penalty: 5186.528809
	Iteration 26Q: 3 clusters Score -6695256 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 34348 members 
Entering Unmasked Estep 
Score: -6695258.000000 Penalty: 5186.528809
	Iteration 27Q: 3 clusters Score -6695258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 34353 members 
Entering Unmasked Estep 
Score: -6695258.500000 Penalty: 5186.528809
	Iteration 28Q: 3 clusters Score -6695258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 34356 members 
Entering Unmasked Estep 
Score: -6695262.500000 Penalty: 5186.528809
	Iteration 29Q: 3 clusters Score -6695262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 34359 members 
Entering Unmasked Estep 
Score: -6695270.500000 Penalty: 5186.528809
	Iteration 30Q: 3 clusters Score -6695270 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 34364 members 
Entering Unmasked Estep 
Score: -6695273.000000 Penalty: 5186.528809
	Iteration 31Q: 3 clusters Score -6695273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -6695271.000000 Penalty: 5186.528809
	Iteration 32Q: 3 clusters Score -6695271 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 34365 members 
Entering Unmasked Estep 
Score: -6695271.000000 Penalty: 5186.528809
	Iteration 33F: 3 clusters Score -6695271 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Entering Unmasked Estep 
Score: -28903.339844 Penalty: 1385.637695
	Iteration 0F: 2 clusters Score -28903.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -28048.111328 Penalty: 2771.275391
	Iteration 0F: 3 clusters Score -28048.11 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -28392.166016 Penalty: 2771.275391
	Iteration 1F: 3 clusters Score -28392.17 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -28760.263672 Penalty: 2771.275391
	Iteration 2F: 3 clusters Score -28760.26 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29018.544922 Penalty: 2771.275391
	Iteration 3F: 3 clusters Score -29018.54 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -29074.388672 Penalty: 2771.275391
	Iteration 4F: 3 clusters Score -29074.39 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29087.863281 Penalty: 2771.275391
	Iteration 5Q: 3 clusters Score -29087.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -29091.216797 Penalty: 2771.275391
	Iteration 6Q: 3 clusters Score -29091.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29092.496094 Penalty: 2771.275391
	Iteration 7Q: 3 clusters Score -29092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -29092.496094 Penalty: 2771.275391
	Iteration 8F: 3 clusters Score -29092.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 28323 members 
Mstep: Class 3 contains 45792 members 
Mstep: Class 4 contains 3719 members 
Mstep: Class 5 contains 34712 members 
Mstep: Class 6 contains 34777 members 
Mstep: Class 7 contains 75 members 
Mstep: Class 8 contains 46651 members 
Mstep: Class 9 contains 7964 members 
Mstep: Class 10 contains 26354 members 
Mstep: Class 11 contains 51017 members 
Mstep: Class 12 contains 69517 members 
Mstep: Class 13 contains 51791 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 29496 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45370 members 
Mstep: Class 18 contains 46189 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 31875 members 
Mstep: Class 23 contains 19577 members 
Mstep: Class 24 contains 31488 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47190 members 
Mstep: Class 28 contains 22786 members 
Mstep: Class 29 contains 27500 members 
Mstep: Class 30 contains 58071 members 
Mstep: Class 31 contains 53755 members 
Mstep: Class 32 contains 66629 members 
Mstep: Class 33 contains 21401 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39885 members 
Mstep: Class 36 contains 45744 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 22619 members 
Mstep: Class 40 contains 32565 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21857 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 192 members 
Entering Unmasked Estep 
Score: -207957408.000000 Penalty: 169222.343750
Splitting cluster 7 changes total score from -207959584.000000 to -207957408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (46651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46651 members 
Entering Unmasked Estep 
Score: -8999959.000000 Penalty: 2666.111572
	Iteration 0F: 2 clusters Score -8999959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23332 members 
Mstep: Class 2 contains 23319 members 
Entering Unmasked Estep 
Score: -8973442.000000 Penalty: 5332.223145
	Iteration 0F: 3 clusters Score -8973442 nChanged 21675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 23120 members 
Entering Unmasked Estep 
Score: -8985317.000000 Penalty: 5332.223145
	Iteration 1F: 3 clusters Score -8985317 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23558 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -8985841.000000 Penalty: 5332.223145
	Iteration 2Q: 3 clusters Score -8985841 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23530 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -8986266.000000 Penalty: 5332.223145
	Iteration 3Q: 3 clusters Score -8986266 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 23244 members 
Entering Unmasked Estep 
Score: -8986641.000000 Penalty: 5332.223145
	Iteration 4Q: 3 clusters Score -8986641 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 23486 members 
Entering Unmasked Estep 
Score: -8987084.000000 Penalty: 5332.223145
	Iteration 5Q: 3 clusters Score -8987084 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 23840 members 
Entering Unmasked Estep 
Score: -8987626.000000 Penalty: 5332.223145
	Iteration 6Q: 3 clusters Score -8987626 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22239 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -8988237.000000 Penalty: 5332.223145
	Iteration 7Q: 3 clusters Score -8988237 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21464 members 
Mstep: Class 2 contains 25187 members 
Entering Unmasked Estep 
Score: -8988926.000000 Penalty: 5332.223145
	Iteration 8Q: 3 clusters Score -8988926 nChanged 1978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20324 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -8989779.000000 Penalty: 5332.223145
	Iteration 9Q: 3 clusters Score -8989779 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 27642 members 
Entering Unmasked Estep 
Score: -8990938.000000 Penalty: 5332.223145
	Iteration 10Q: 3 clusters Score -8990938 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17562 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -8992307.000000 Penalty: 5332.223145
	Iteration 11Q: 3 clusters Score -8992307 nChanged 2333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -8993631.000000 Penalty: 5332.223145
	Iteration 12F: 3 clusters Score -8993631 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 31738 members 
Entering Unmasked Estep 
Score: -8994794.000000 Penalty: 5332.223145
	Iteration 13Q: 3 clusters Score -8994794 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13815 members 
Mstep: Class 2 contains 32836 members 
Entering Unmasked Estep 
Score: -8995569.000000 Penalty: 5332.223145
	Iteration 14Q: 3 clusters Score -8995569 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 33800 members 
Entering Unmasked Estep 
Score: -8995882.000000 Penalty: 5332.223145
	Iteration 15Q: 3 clusters Score -8995882 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12026 members 
Mstep: Class 2 contains 34625 members 
Entering Unmasked Estep 
Score: -8996182.000000 Penalty: 5332.223145
	Iteration 16Q: 3 clusters Score -8996182 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11235 members 
Mstep: Class 2 contains 35416 members 
Entering Unmasked Estep 
Score: -8996315.000000 Penalty: 5332.223145
	Iteration 17Q: 3 clusters Score -8996315 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10418 members 
Mstep: Class 2 contains 36233 members 
Entering Unmasked Estep 
Score: -8996501.000000 Penalty: 5332.223145
	Iteration 18Q: 3 clusters Score -8996501 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9637 members 
Mstep: Class 2 contains 37014 members 
Entering Unmasked Estep 
Score: -8996624.000000 Penalty: 5332.223145
	Iteration 19Q: 3 clusters Score -8996624 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8873 members 
Mstep: Class 2 contains 37778 members 
Entering Unmasked Estep 
Score: -8996665.000000 Penalty: 5332.223145
	Iteration 20F: 3 clusters Score -8996665 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8130 members 
Mstep: Class 2 contains 38521 members 
Entering Unmasked Estep 
Score: -8996805.000000 Penalty: 5332.223145
	Iteration 21Q: 3 clusters Score -8996805 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 39226 members 
Entering Unmasked Estep 
Score: -8996932.000000 Penalty: 5332.223145
	Iteration 22Q: 3 clusters Score -8996932 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 39876 members 
Entering Unmasked Estep 
Score: -8997235.000000 Penalty: 5332.223145
	Iteration 23Q: 3 clusters Score -8997235 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 40428 members 
Entering Unmasked Estep 
Score: -8997529.000000 Penalty: 5332.223145
	Iteration 24Q: 3 clusters Score -8997529 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 40858 members 
Entering Unmasked Estep 
Score: -8997777.000000 Penalty: 5332.223145
	Iteration 25Q: 3 clusters Score -8997777 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5474 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -8997910.000000 Penalty: 5332.223145
	Iteration 26Q: 3 clusters Score -8997910 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5198 members 
Mstep: Class 2 contains 41453 members 
Entering Unmasked Estep 
Score: -8998017.000000 Penalty: 5332.223145
	Iteration 27Q: 3 clusters Score -8998017 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 41720 members 
Entering Unmasked Estep 
Score: -8998063.000000 Penalty: 5332.223145
	Iteration 28Q: 3 clusters Score -8998063 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 41951 members 
Entering Unmasked Estep 
Score: -8998104.000000 Penalty: 5332.223145
	Iteration 29Q: 3 clusters Score -8998104 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 42136 members 
Entering Unmasked Estep 
Score: -8998095.000000 Penalty: 5332.223145
	Iteration 30Q: 3 clusters Score -8998095 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -8998119.000000 Penalty: 5332.223145
	Iteration 31Q: 3 clusters Score -8998119 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4180 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -8998139.000000 Penalty: 5332.223145
	Iteration 32Q: 3 clusters Score -8998139 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 42613 members 
Entering Unmasked Estep 
Score: -8998132.000000 Penalty: 5332.223145
	Iteration 33Q: 3 clusters Score -8998132 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 42740 members 
Entering Unmasked Estep 
Score: -8998145.000000 Penalty: 5332.223145
	Iteration 34Q: 3 clusters Score -8998145 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3783 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
Score: -8998124.000000 Penalty: 5332.223145
	Iteration 35Q: 3 clusters Score -8998124 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 42968 members 
Entering Unmasked Estep 
Score: -8998136.000000 Penalty: 5332.223145
	Iteration 36Q: 3 clusters Score -8998136 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 43072 members 
Entering Unmasked Estep 
Score: -8998121.000000 Penalty: 5332.223145
	Iteration 37Q: 3 clusters Score -8998121 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -8998127.000000 Penalty: 5332.223145
	Iteration 38Q: 3 clusters Score -8998127 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 43245 members 
Entering Unmasked Estep 
Score: -8998121.000000 Penalty: 5332.223145
	Iteration 39Q: 3 clusters Score -8998121 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 43322 members 
Entering Unmasked Estep 
Score: -8998142.000000 Penalty: 5332.223145
	Iteration 40F: 3 clusters Score -8998142 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 43394 members 
Entering Unmasked Estep 
Score: -8998134.000000 Penalty: 5332.223145
	Iteration 41Q: 3 clusters Score -8998134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -8998137.000000 Penalty: 5332.223145
	Iteration 42Q: 3 clusters Score -8998137 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3126 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -8998130.000000 Penalty: 5332.223145
	Iteration 43Q: 3 clusters Score -8998130 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 43592 members 
Entering Unmasked Estep 
Score: -8998128.000000 Penalty: 5332.223145
	Iteration 44Q: 3 clusters Score -8998128 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 43657 members 
Entering Unmasked Estep 
Score: -8998110.000000 Penalty: 5332.223145
	Iteration 45Q: 3 clusters Score -8998110 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2930 members 
Mstep: Class 2 contains 43721 members 
Entering Unmasked Estep 
Score: -8998108.000000 Penalty: 5332.223145
	Iteration 46Q: 3 clusters Score -8998108 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -8998096.000000 Penalty: 5332.223145
	Iteration 47Q: 3 clusters Score -8998096 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -8998129.000000 Penalty: 5332.223145
	Iteration 48Q: 3 clusters Score -8998129 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2744 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -8998127.000000 Penalty: 5332.223145
	Iteration 49Q: 3 clusters Score -8998127 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 43962 members 
Entering Unmasked Estep 
Score: -8998149.000000 Penalty: 5332.223145
	Iteration 50Q: 3 clusters Score -8998149 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -8998146.000000 Penalty: 5332.223145
	Iteration 51Q: 3 clusters Score -8998146 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 44055 members 
Entering Unmasked Estep 
Score: -8998176.000000 Penalty: 5332.223145
	Iteration 52Q: 3 clusters Score -8998176 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 44104 members 
Entering Unmasked Estep 
Score: -8998201.000000 Penalty: 5332.223145
	Iteration 53Q: 3 clusters Score -8998201 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 44159 members 
Entering Unmasked Estep 
Score: -8998191.000000 Penalty: 5332.223145
	Iteration 54Q: 3 clusters Score -8998191 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 44222 members 
Entering Unmasked Estep 
Score: -8998180.000000 Penalty: 5332.223145
	Iteration 55Q: 3 clusters Score -8998180 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 44279 members 
Entering Unmasked Estep 
Score: -8998165.000000 Penalty: 5332.223145
	Iteration 56Q: 3 clusters Score -8998165 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -8998192.000000 Penalty: 5332.223145
	Iteration 57Q: 3 clusters Score -8998192 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -8998197.000000 Penalty: 5332.223145
	Iteration 58Q: 3 clusters Score -8998197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 44407 members 
Entering Unmasked Estep 
Score: -8998205.000000 Penalty: 5332.223145
	Iteration 59Q: 3 clusters Score -8998205 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 44445 members 
Entering Unmasked Estep 
Score: -8998204.000000 Penalty: 5332.223145
	Iteration 60F: 3 clusters Score -8998204 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 44475 members 
Entering Unmasked Estep 
Score: -8998187.000000 Penalty: 5332.223145
	Iteration 61Q: 3 clusters Score -8998187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 44504 members 
Entering Unmasked Estep 
Score: -8998190.000000 Penalty: 5332.223145
	Iteration 62Q: 3 clusters Score -8998190 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 44536 members 
Entering Unmasked Estep 
Score: -8998190.000000 Penalty: 5332.223145
	Iteration 63Q: 3 clusters Score -8998190 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2079 members 
Mstep: Class 2 contains 44572 members 
Entering Unmasked Estep 
Score: -8998202.000000 Penalty: 5332.223145
	Iteration 64Q: 3 clusters Score -8998202 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 44600 members 
Entering Unmasked Estep 
Score: -8998187.000000 Penalty: 5332.223145
	Iteration 65Q: 3 clusters Score -8998187 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 44625 members 
Entering Unmasked Estep 
Score: -8998170.000000 Penalty: 5332.223145
	Iteration 66Q: 3 clusters Score -8998170 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -8998164.000000 Penalty: 5332.223145
	Iteration 67Q: 3 clusters Score -8998164 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -8998153.000000 Penalty: 5332.223145
	Iteration 68Q: 3 clusters Score -8998153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -8998153.000000 Penalty: 5332.223145
	Iteration 69Q: 3 clusters Score -8998153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -8998161.000000 Penalty: 5332.223145
	Iteration 70Q: 3 clusters Score -8998161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -8998161.000000 Penalty: 5332.223145
	Iteration 71Q: 3 clusters Score -8998161 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 44707 members 
Entering Unmasked Estep 
Score: -8998153.000000 Penalty: 5332.223145
	Iteration 72Q: 3 clusters Score -8998153 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 44719 members 
Entering Unmasked Estep 
Score: -8998141.000000 Penalty: 5332.223145
	Iteration 73Q: 3 clusters Score -8998141 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -8998144.000000 Penalty: 5332.223145
	Iteration 74Q: 3 clusters Score -8998144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -8998155.000000 Penalty: 5332.223145
	Iteration 75Q: 3 clusters Score -8998155 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 44758 members 
Entering Unmasked Estep 
Score: -8998152.000000 Penalty: 5332.223145
	Iteration 76Q: 3 clusters Score -8998152 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -8998160.000000 Penalty: 5332.223145
	Iteration 77Q: 3 clusters Score -8998160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -8998150.000000 Penalty: 5332.223145
	Iteration 78Q: 3 clusters Score -8998150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -8998143.000000 Penalty: 5332.223145
	Iteration 79Q: 3 clusters Score -8998143 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 44780 members 
Entering Unmasked Estep 
Score: -8998152.000000 Penalty: 5332.223145
	Iteration 80F: 3 clusters Score -8998152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 44785 members 
Entering Unmasked Estep 
Score: -8998157.000000 Penalty: 5332.223145
	Iteration 81Q: 3 clusters Score -8998157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -8998161.000000 Penalty: 5332.223145
	Iteration 82Q: 3 clusters Score -8998161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 44802 members 
Entering Unmasked Estep 
Score: -8998157.000000 Penalty: 5332.223145
	Iteration 83Q: 3 clusters Score -8998157 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -8998154.000000 Penalty: 5332.223145
	Iteration 84Q: 3 clusters Score -8998154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 44824 members 
Entering Unmasked Estep 
Score: -8998150.000000 Penalty: 5332.223145
	Iteration 85Q: 3 clusters Score -8998150 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 44836 members 
Entering Unmasked Estep 
Score: -8998150.000000 Penalty: 5332.223145
	Iteration 86Q: 3 clusters Score -8998150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 44848 members 
Entering Unmasked Estep 
Score: -8998160.000000 Penalty: 5332.223145
	Iteration 87Q: 3 clusters Score -8998160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 44857 members 
Entering Unmasked Estep 
Score: -8998159.000000 Penalty: 5332.223145
	Iteration 88Q: 3 clusters Score -8998159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 44872 members 
Entering Unmasked Estep 
Score: -8998159.000000 Penalty: 5332.223145
	Iteration 89Q: 3 clusters Score -8998159 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 44885 members 
Entering Unmasked Estep 
Score: -8998157.000000 Penalty: 5332.223145
	Iteration 90Q: 3 clusters Score -8998157 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 44894 members 
Entering Unmasked Estep 
Score: -8998169.000000 Penalty: 5332.223145
	Iteration 91Q: 3 clusters Score -8998169 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -8998161.000000 Penalty: 5332.223145
	Iteration 92Q: 3 clusters Score -8998161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 44906 members 
Entering Unmasked Estep 
Score: -8998169.000000 Penalty: 5332.223145
	Iteration 93Q: 3 clusters Score -8998169 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 44911 members 
Entering Unmasked Estep 
Score: -8998166.000000 Penalty: 5332.223145
	Iteration 94Q: 3 clusters Score -8998166 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -8998157.000000 Penalty: 5332.223145
	Iteration 95Q: 3 clusters Score -8998157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8998166.000000 Penalty: 5332.223145
	Iteration 96Q: 3 clusters Score -8998166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 44931 members 
Entering Unmasked Estep 
Score: -8998165.000000 Penalty: 5332.223145
	Iteration 97Q: 3 clusters Score -8998165 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 44940 members 
Entering Unmasked Estep 
Score: -8998170.000000 Penalty: 5332.223145
	Iteration 98Q: 3 clusters Score -8998170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -8998177.000000 Penalty: 5332.223145
	Iteration 99Q: 3 clusters Score -8998177 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 44961 members 
Entering Unmasked Estep 
Score: -8998168.000000 Penalty: 5332.223145
	Iteration 100F: 3 clusters Score -8998168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 44970 members 
Entering Unmasked Estep 
Score: -8998170.000000 Penalty: 5332.223145
	Iteration 101Q: 3 clusters Score -8998170 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8998171.000000 Penalty: 5332.223145
	Iteration 102Q: 3 clusters Score -8998171 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8998162.000000 Penalty: 5332.223145
	Iteration 103Q: 3 clusters Score -8998162 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -8998174.000000 Penalty: 5332.223145
	Iteration 104Q: 3 clusters Score -8998174 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 45011 members 
Entering Unmasked Estep 
Score: -8998176.000000 Penalty: 5332.223145
	Iteration 105Q: 3 clusters Score -8998176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -8998173.000000 Penalty: 5332.223145
	Iteration 106Q: 3 clusters Score -8998173 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -8998172.000000 Penalty: 5332.223145
	Iteration 107Q: 3 clusters Score -8998172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -8998164.000000 Penalty: 5332.223145
	Iteration 108Q: 3 clusters Score -8998164 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -8998170.000000 Penalty: 5332.223145
	Iteration 109Q: 3 clusters Score -8998170 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1600 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -8998166.000000 Penalty: 5332.223145
	Iteration 110Q: 3 clusters Score -8998166 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 45057 members 
Entering Unmasked Estep 
Score: -8998163.000000 Penalty: 5332.223145
	Iteration 111Q: 3 clusters Score -8998163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 45065 members 
Entering Unmasked Estep 
Score: -8998170.000000 Penalty: 5332.223145
	Iteration 112Q: 3 clusters Score -8998170 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 45069 members 
Entering Unmasked Estep 
Score: -8998172.000000 Penalty: 5332.223145
	Iteration 113Q: 3 clusters Score -8998172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -8998172.000000 Penalty: 5332.223145
	Iteration 114Q: 3 clusters Score -8998172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 45079 members 
Entering Unmasked Estep 
Score: -8998184.000000 Penalty: 5332.223145
	Iteration 115Q: 3 clusters Score -8998184 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -8998180.000000 Penalty: 5332.223145
	Iteration 116Q: 3 clusters Score -8998180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 45097 members 
Entering Unmasked Estep 
Score: -8998179.000000 Penalty: 5332.223145
	Iteration 117Q: 3 clusters Score -8998179 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -8998177.000000 Penalty: 5332.223145
	Iteration 118Q: 3 clusters Score -8998177 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8998175.000000 Penalty: 5332.223145
	Iteration 119Q: 3 clusters Score -8998175 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 45122 members 
Entering Unmasked Estep 
Score: -8998182.000000 Penalty: 5332.223145
	Iteration 120F: 3 clusters Score -8998182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 45132 members 
Entering Unmasked Estep 
Score: -8998188.000000 Penalty: 5332.223145
	Iteration 121Q: 3 clusters Score -8998188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1514 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8998184.000000 Penalty: 5332.223145
	Iteration 122Q: 3 clusters Score -8998184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -8998191.000000 Penalty: 5332.223145
	Iteration 123Q: 3 clusters Score -8998191 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -8998186.000000 Penalty: 5332.223145
	Iteration 124Q: 3 clusters Score -8998186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 45155 members 
Entering Unmasked Estep 
Score: -8998175.000000 Penalty: 5332.223145
	Iteration 125Q: 3 clusters Score -8998175 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -8998173.000000 Penalty: 5332.223145
	Iteration 126Q: 3 clusters Score -8998173 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 45171 members 
Entering Unmasked Estep 
Score: -8998176.000000 Penalty: 5332.223145
	Iteration 127Q: 3 clusters Score -8998176 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 45176 members 
Entering Unmasked Estep 
Score: -8998174.000000 Penalty: 5332.223145
	Iteration 128Q: 3 clusters Score -8998174 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -8998181.000000 Penalty: 5332.223145
	Iteration 129Q: 3 clusters Score -8998181 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8998168.000000 Penalty: 5332.223145
	Iteration 130Q: 3 clusters Score -8998168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8998162.000000 Penalty: 5332.223145
	Iteration 131Q: 3 clusters Score -8998162 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 45182 members 
Entering Unmasked Estep 
Score: -8998171.000000 Penalty: 5332.223145
	Iteration 132Q: 3 clusters Score -8998171 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -8998173.000000 Penalty: 5332.223145
	Iteration 133Q: 3 clusters Score -8998173 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 45185 members 
Entering Unmasked Estep 
Score: -8998173.000000 Penalty: 5332.223145
	Iteration 134F: 3 clusters Score -8998173 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (7964 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Entering Unmasked Estep 
Score: -1389678.750000 Penalty: 2227.706299
	Iteration 0F: 2 clusters Score -1389679 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1383342.750000 Penalty: 4455.412598
	Iteration 0F: 3 clusters Score -1383343 nChanged 3204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -1385216.625000 Penalty: 4455.412598
	Iteration 1F: 3 clusters Score -1385217 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3654 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1385634.750000 Penalty: 4455.412598
	Iteration 2F: 3 clusters Score -1385635 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -1385958.750000 Penalty: 4455.412598
	Iteration 3F: 3 clusters Score -1385959 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -1386247.750000 Penalty: 4455.412598
	Iteration 4F: 3 clusters Score -1386248 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 4302 members 
Entering Unmasked Estep 
Score: -1386527.750000 Penalty: 4455.412598
	Iteration 5Q: 3 clusters Score -1386528 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1386838.250000 Penalty: 4455.412598
	Iteration 6F: 3 clusters Score -1386838 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1387179.375000 Penalty: 4455.412598
	Iteration 7F: 3 clusters Score -1387179 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -1387542.875000 Penalty: 4455.412598
	Iteration 8F: 3 clusters Score -1387543 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4353 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -1387911.875000 Penalty: 4455.412598
	Iteration 9F: 3 clusters Score -1387912 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4551 members 
Mstep: Class 2 contains 3413 members 
Entering Unmasked Estep 
Score: -1388233.250000 Penalty: 4455.412598
	Iteration 10Q: 3 clusters Score -1388233 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -1388505.375000 Penalty: 4455.412598
	Iteration 11Q: 3 clusters Score -1388505 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -1388702.000000 Penalty: 4455.412598
	Iteration 12Q: 3 clusters Score -1388702 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1388828.000000 Penalty: 4455.412598
	Iteration 13Q: 3 clusters Score -1388828 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -1388907.750000 Penalty: 4455.412598
	Iteration 14Q: 3 clusters Score -1388908 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1388959.375000 Penalty: 4455.412598
	Iteration 15Q: 3 clusters Score -1388959 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -1388996.500000 Penalty: 4455.412598
	Iteration 16Q: 3 clusters Score -1388996 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5277 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -1389015.375000 Penalty: 4455.412598
	Iteration 17Q: 3 clusters Score -1389015 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5312 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -1389033.750000 Penalty: 4455.412598
	Iteration 18Q: 3 clusters Score -1389034 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5343 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1389047.000000 Penalty: 4455.412598
	Iteration 19Q: 3 clusters Score -1389047 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5371 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1389057.000000 Penalty: 4455.412598
	Iteration 20F: 3 clusters Score -1389057 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1389072.375000 Penalty: 4455.412598
	Iteration 21Q: 3 clusters Score -1389072 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5431 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -1389086.375000 Penalty: 4455.412598
	Iteration 22Q: 3 clusters Score -1389086 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -1389112.750000 Penalty: 4455.412598
	Iteration 23Q: 3 clusters Score -1389113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1389136.250000 Penalty: 4455.412598
	Iteration 24Q: 3 clusters Score -1389136 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -1389156.000000 Penalty: 4455.412598
	Iteration 25Q: 3 clusters Score -1389156 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5581 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1389169.750000 Penalty: 4455.412598
	Iteration 26Q: 3 clusters Score -1389170 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1389188.625000 Penalty: 4455.412598
	Iteration 27Q: 3 clusters Score -1389189 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -1389207.250000 Penalty: 4455.412598
	Iteration 28Q: 3 clusters Score -1389207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -1389231.375000 Penalty: 4455.412598
	Iteration 29Q: 3 clusters Score -1389231 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1389248.375000 Penalty: 4455.412598
	Iteration 30Q: 3 clusters Score -1389248 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -1389263.375000 Penalty: 4455.412598
	Iteration 31Q: 3 clusters Score -1389263 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1389275.500000 Penalty: 4455.412598
	Iteration 32Q: 3 clusters Score -1389276 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1389290.875000 Penalty: 4455.412598
	Iteration 33Q: 3 clusters Score -1389291 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5893 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -1389317.000000 Penalty: 4455.412598
	Iteration 34Q: 3 clusters Score -1389317 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -1389349.125000 Penalty: 4455.412598
	Iteration 35Q: 3 clusters Score -1389349 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -1389387.375000 Penalty: 4455.412598
	Iteration 36Q: 3 clusters Score -1389387 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6063 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -1389455.875000 Penalty: 4455.412598
	Iteration 37Q: 3 clusters Score -1389456 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -1389517.375000 Penalty: 4455.412598
	Iteration 38Q: 3 clusters Score -1389517 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1389553.625000 Penalty: 4455.412598
	Iteration 39Q: 3 clusters Score -1389554 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6228 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -1389578.250000 Penalty: 4455.412598
	Iteration 40F: 3 clusters Score -1389578 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -1389589.125000 Penalty: 4455.412598
	Iteration 41Q: 3 clusters Score -1389589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -1389592.875000 Penalty: 4455.412598
	Iteration 42Q: 3 clusters Score -1389593 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -1389599.625000 Penalty: 4455.412598
	Iteration 43Q: 3 clusters Score -1389600 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6297 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -1389603.750000 Penalty: 4455.412598
	Iteration 44Q: 3 clusters Score -1389604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1389609.000000 Penalty: 4455.412598
	Iteration 45Q: 3 clusters Score -1389609 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6313 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -1389611.250000 Penalty: 4455.412598
	Iteration 46Q: 3 clusters Score -1389611 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1389617.000000 Penalty: 4455.412598
	Iteration 47Q: 3 clusters Score -1389617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -1389619.875000 Penalty: 4455.412598
	Iteration 48Q: 3 clusters Score -1389620 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6330 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -1389618.375000 Penalty: 4455.412598
	Iteration 49Q: 3 clusters Score -1389618 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -1389623.000000 Penalty: 4455.412598
	Iteration 50Q: 3 clusters Score -1389623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6337 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -1389622.875000 Penalty: 4455.412598
	Iteration 51Q: 3 clusters Score -1389623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -1389622.375000 Penalty: 4455.412598
	Iteration 52Q: 3 clusters Score -1389622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1389621.500000 Penalty: 4455.412598
	Iteration 53Q: 3 clusters Score -1389622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6340 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1389621.500000 Penalty: 4455.412598
	Iteration 54F: 3 clusters Score -1389622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (26354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26354 members 
Entering Unmasked Estep 
Score: -5162600.500000 Penalty: 2524.485107
	Iteration 0F: 2 clusters Score -5162600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13140 members 
Mstep: Class 2 contains 13214 members 
Entering Unmasked Estep 
Score: -5144780.500000 Penalty: 5048.970215
	Iteration 0F: 3 clusters Score -5144780 nChanged 11771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12853 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -5151010.500000 Penalty: 5048.970215
	Iteration 1F: 3 clusters Score -5151010 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 13687 members 
Entering Unmasked Estep 
Score: -5151536.500000 Penalty: 5048.970215
	Iteration 2F: 3 clusters Score -5151536 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12402 members 
Mstep: Class 2 contains 13952 members 
Entering Unmasked Estep 
Score: -5152120.000000 Penalty: 5048.970215
	Iteration 3F: 3 clusters Score -5152120 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11995 members 
Mstep: Class 2 contains 14359 members 
Entering Unmasked Estep 
Score: -5152697.000000 Penalty: 5048.970215
	Iteration 4F: 3 clusters Score -5152697 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -5153401.500000 Penalty: 5048.970215
	Iteration 5F: 3 clusters Score -5153402 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10736 members 
Mstep: Class 2 contains 15618 members 
Entering Unmasked Estep 
Score: -5154277.500000 Penalty: 5048.970215
	Iteration 6F: 3 clusters Score -5154278 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9827 members 
Mstep: Class 2 contains 16527 members 
Entering Unmasked Estep 
Score: -5155451.000000 Penalty: 5048.970215
	Iteration 7F: 3 clusters Score -5155451 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8911 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -5156774.500000 Penalty: 5048.970215
	Iteration 8F: 3 clusters Score -5156774 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -5157922.000000 Penalty: 5048.970215
	Iteration 9F: 3 clusters Score -5157922 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -5158588.500000 Penalty: 5048.970215
	Iteration 10Q: 3 clusters Score -5158588 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7212 members 
Mstep: Class 2 contains 19142 members 
Entering Unmasked Estep 
Score: -5158996.000000 Penalty: 5048.970215
	Iteration 11Q: 3 clusters Score -5158996 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -5159288.000000 Penalty: 5048.970215
	Iteration 12Q: 3 clusters Score -5159288 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6621 members 
Mstep: Class 2 contains 19733 members 
Entering Unmasked Estep 
Score: -5159518.500000 Penalty: 5048.970215
	Iteration 13Q: 3 clusters Score -5159518 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6407 members 
Mstep: Class 2 contains 19947 members 
Entering Unmasked Estep 
Score: -5159667.000000 Penalty: 5048.970215
	Iteration 14Q: 3 clusters Score -5159667 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -5159828.000000 Penalty: 5048.970215
	Iteration 15Q: 3 clusters Score -5159828 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 20270 members 
Entering Unmasked Estep 
Score: -5159909.000000 Penalty: 5048.970215
	Iteration 16Q: 3 clusters Score -5159909 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -5160007.500000 Penalty: 5048.970215
	Iteration 17Q: 3 clusters Score -5160008 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5845 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5160072.500000 Penalty: 5048.970215
	Iteration 18Q: 3 clusters Score -5160072 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5747 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -5160106.000000 Penalty: 5048.970215
	Iteration 19Q: 3 clusters Score -5160106 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5660 members 
Mstep: Class 2 contains 20694 members 
Entering Unmasked Estep 
Score: -5160130.500000 Penalty: 5048.970215
	Iteration 20F: 3 clusters Score -5160130 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 20780 members 
Entering Unmasked Estep 
Score: -5160148.000000 Penalty: 5048.970215
	Iteration 21Q: 3 clusters Score -5160148 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 20830 members 
Entering Unmasked Estep 
Score: -5160169.500000 Penalty: 5048.970215
	Iteration 22Q: 3 clusters Score -5160170 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -5160183.500000 Penalty: 5048.970215
	Iteration 23Q: 3 clusters Score -5160184 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5462 members 
Mstep: Class 2 contains 20892 members 
Entering Unmasked Estep 
Score: -5160175.500000 Penalty: 5048.970215
	Iteration 24Q: 3 clusters Score -5160176 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -5160180.000000 Penalty: 5048.970215
	Iteration 25Q: 3 clusters Score -5160180 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5407 members 
Mstep: Class 2 contains 20947 members 
Entering Unmasked Estep 
Score: -5160188.500000 Penalty: 5048.970215
	Iteration 26Q: 3 clusters Score -5160188 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5160195.500000 Penalty: 5048.970215
	Iteration 27Q: 3 clusters Score -5160196 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -5160199.500000 Penalty: 5048.970215
	Iteration 28Q: 3 clusters Score -5160200 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 21032 members 
Entering Unmasked Estep 
Score: -5160189.000000 Penalty: 5048.970215
	Iteration 29Q: 3 clusters Score -5160189 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5295 members 
Mstep: Class 2 contains 21059 members 
Entering Unmasked Estep 
Score: -5160195.000000 Penalty: 5048.970215
	Iteration 30Q: 3 clusters Score -5160195 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -5160201.500000 Penalty: 5048.970215
	Iteration 31Q: 3 clusters Score -5160202 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5251 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -5160223.000000 Penalty: 5048.970215
	Iteration 32Q: 3 clusters Score -5160223 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -5160223.000000 Penalty: 5048.970215
	Iteration 33Q: 3 clusters Score -5160223 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -5160224.500000 Penalty: 5048.970215
	Iteration 34Q: 3 clusters Score -5160224 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5195 members 
Mstep: Class 2 contains 21159 members 
Entering Unmasked Estep 
Score: -5160220.000000 Penalty: 5048.970215
	Iteration 35Q: 3 clusters Score -5160220 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5174 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -5160232.000000 Penalty: 5048.970215
	Iteration 36Q: 3 clusters Score -5160232 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -5160245.000000 Penalty: 5048.970215
	Iteration 37Q: 3 clusters Score -5160245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5139 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -5160256.000000 Penalty: 5048.970215
	Iteration 38Q: 3 clusters Score -5160256 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5125 members 
Mstep: Class 2 contains 21229 members 
Entering Unmasked Estep 
Score: -5160257.500000 Penalty: 5048.970215
	Iteration 39Q: 3 clusters Score -5160258 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -5160261.000000 Penalty: 5048.970215
	Iteration 40F: 3 clusters Score -5160261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -5160259.000000 Penalty: 5048.970215
	Iteration 41Q: 3 clusters Score -5160259 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5078 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -5160273.500000 Penalty: 5048.970215
	Iteration 42Q: 3 clusters Score -5160274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -5160284.500000 Penalty: 5048.970215
	Iteration 43Q: 3 clusters Score -5160284 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5025 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -5160288.500000 Penalty: 5048.970215
	Iteration 44Q: 3 clusters Score -5160288 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 21351 members 
Entering Unmasked Estep 
Score: -5160292.000000 Penalty: 5048.970215
	Iteration 45Q: 3 clusters Score -5160292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -5160296.000000 Penalty: 5048.970215
	Iteration 46Q: 3 clusters Score -5160296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -5160300.000000 Penalty: 5048.970215
	Iteration 47Q: 3 clusters Score -5160300 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4935 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -5160303.000000 Penalty: 5048.970215
	Iteration 48Q: 3 clusters Score -5160303 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -5160296.000000 Penalty: 5048.970215
	Iteration 49Q: 3 clusters Score -5160296 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4901 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -5160289.500000 Penalty: 5048.970215
	Iteration 50Q: 3 clusters Score -5160290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4888 members 
Mstep: Class 2 contains 21466 members 
Entering Unmasked Estep 
Score: -5160306.500000 Penalty: 5048.970215
	Iteration 51Q: 3 clusters Score -5160306 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4877 members 
Mstep: Class 2 contains 21477 members 
Entering Unmasked Estep 
Score: -5160308.500000 Penalty: 5048.970215
	Iteration 52Q: 3 clusters Score -5160308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -5160307.500000 Penalty: 5048.970215
	Iteration 53Q: 3 clusters Score -5160308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -5160316.500000 Penalty: 5048.970215
	Iteration 54Q: 3 clusters Score -5160316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -5160311.500000 Penalty: 5048.970215
	Iteration 55Q: 3 clusters Score -5160312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -5160300.500000 Penalty: 5048.970215
	Iteration 56Q: 3 clusters Score -5160300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4846 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -5160310.000000 Penalty: 5048.970215
	Iteration 57Q: 3 clusters Score -5160310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 21518 members 
Entering Unmasked Estep 
Score: -5160312.000000 Penalty: 5048.970215
	Iteration 58Q: 3 clusters Score -5160312 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -5160309.500000 Penalty: 5048.970215
	Iteration 59Q: 3 clusters Score -5160310 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -5160308.000000 Penalty: 5048.970215
	Iteration 60F: 3 clusters Score -5160308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 21541 members 
Entering Unmasked Estep 
Score: -5160310.000000 Penalty: 5048.970215
	Iteration 61Q: 3 clusters Score -5160310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4809 members 
Mstep: Class 2 contains 21545 members 
Entering Unmasked Estep 
Score: -5160314.500000 Penalty: 5048.970215
	Iteration 62Q: 3 clusters Score -5160314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -5160312.500000 Penalty: 5048.970215
	Iteration 63Q: 3 clusters Score -5160312 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
Score: -5160310.500000 Penalty: 5048.970215
	Iteration 64Q: 3 clusters Score -5160310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -5160312.500000 Penalty: 5048.970215
	Iteration 65Q: 3 clusters Score -5160312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4779 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -5160308.000000 Penalty: 5048.970215
	Iteration 66Q: 3 clusters Score -5160308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4775 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
Score: -5160314.000000 Penalty: 5048.970215
	Iteration 67Q: 3 clusters Score -5160314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -5160315.500000 Penalty: 5048.970215
	Iteration 68Q: 3 clusters Score -5160316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -5160316.500000 Penalty: 5048.970215
	Iteration 69Q: 3 clusters Score -5160316 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4771 members 
Mstep: Class 2 contains 21583 members 
Entering Unmasked Estep 
Score: -5160314.000000 Penalty: 5048.970215
	Iteration 70Q: 3 clusters Score -5160314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -5160311.000000 Penalty: 5048.970215
	Iteration 71Q: 3 clusters Score -5160311 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4770 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -5160311.000000 Penalty: 5048.970215
	Iteration 72F: 3 clusters Score -5160311 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51017 members 
Entering Unmasked Estep 
Score: -9600073.000000 Penalty: 2688.298828
	Iteration 0F: 2 clusters Score -9600073 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -9566875.000000 Penalty: 5376.597656
	Iteration 0F: 3 clusters Score -9566875 nChanged 23510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24225 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -9579843.000000 Penalty: 5376.597656
	Iteration 1F: 3 clusters Score -9579843 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -9580379.000000 Penalty: 5376.597656
	Iteration 2Q: 3 clusters Score -9580379 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22700 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -9580933.000000 Penalty: 5376.597656
	Iteration 3Q: 3 clusters Score -9580933 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 29674 members 
Entering Unmasked Estep 
Score: -9581603.000000 Penalty: 5376.597656
	Iteration 4Q: 3 clusters Score -9581603 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -9582555.000000 Penalty: 5376.597656
	Iteration 5Q: 3 clusters Score -9582555 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -9583879.000000 Penalty: 5376.597656
	Iteration 6F: 3 clusters Score -9583879 nChanged 3183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13994 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -9585949.000000 Penalty: 5376.597656
	Iteration 7F: 3 clusters Score -9585949 nChanged 3698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10310 members 
Mstep: Class 2 contains 40707 members 
Entering Unmasked Estep 
Score: -9588912.000000 Penalty: 5376.597656
	Iteration 8F: 3 clusters Score -9588912 nChanged 3846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -9592203.000000 Penalty: 5376.597656
	Iteration 9F: 3 clusters Score -9592203 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -9594764.000000 Penalty: 5376.597656
	Iteration 10F: 3 clusters Score -9594764 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 49232 members 
Entering Unmasked Estep 
Score: -9596313.000000 Penalty: 5376.597656
	Iteration 11Q: 3 clusters Score -9596313 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 50054 members 
Entering Unmasked Estep 
Score: -9597029.000000 Penalty: 5376.597656
	Iteration 12Q: 3 clusters Score -9597029 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 50383 members 
Entering Unmasked Estep 
Score: -9597338.000000 Penalty: 5376.597656
	Iteration 13Q: 3 clusters Score -9597338 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 50538 members 
Entering Unmasked Estep 
Score: -9597502.000000 Penalty: 5376.597656
	Iteration 14Q: 3 clusters Score -9597502 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 50602 members 
Entering Unmasked Estep 
Score: -9597598.000000 Penalty: 5376.597656
	Iteration 15Q: 3 clusters Score -9597598 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 50633 members 
Entering Unmasked Estep 
Score: -9597659.000000 Penalty: 5376.597656
	Iteration 16Q: 3 clusters Score -9597659 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 50652 members 
Entering Unmasked Estep 
Score: -9597693.000000 Penalty: 5376.597656
	Iteration 17Q: 3 clusters Score -9597693 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 50662 members 
Entering Unmasked Estep 
Score: -9597708.000000 Penalty: 5376.597656
	Iteration 18Q: 3 clusters Score -9597708 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 50667 members 
Entering Unmasked Estep 
Score: -9597720.000000 Penalty: 5376.597656
	Iteration 19Q: 3 clusters Score -9597720 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 50672 members 
Entering Unmasked Estep 
Score: -9597725.000000 Penalty: 5376.597656
	Iteration 20F: 3 clusters Score -9597725 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 50677 members 
Entering Unmasked Estep 
Score: -9597731.000000 Penalty: 5376.597656
	Iteration 21Q: 3 clusters Score -9597731 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 50679 members 
Entering Unmasked Estep 
Score: -9597732.000000 Penalty: 5376.597656
	Iteration 22Q: 3 clusters Score -9597732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -9597739.000000 Penalty: 5376.597656
	Iteration 23Q: 3 clusters Score -9597739 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 50680 members 
Entering Unmasked Estep 
Score: -9597744.000000 Penalty: 5376.597656
	Iteration 24Q: 3 clusters Score -9597744 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 50682 members 
Entering Unmasked Estep 
Score: -9597753.000000 Penalty: 5376.597656
	Iteration 25Q: 3 clusters Score -9597753 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -9597761.000000 Penalty: 5376.597656
	Iteration 26Q: 3 clusters Score -9597761 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 50685 members 
Entering Unmasked Estep 
Score: -9597761.000000 Penalty: 5376.597656
	Iteration 27F: 3 clusters Score -9597761 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69517 members 
Entering Unmasked Estep 
Score: -12637974.000000 Penalty: 2765.032959
	Iteration 0F: 2 clusters Score -1.263797e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34970 members 
Mstep: Class 2 contains 34547 members 
Entering Unmasked Estep 
Score: -12594505.000000 Penalty: 5530.065918
	Iteration 0F: 3 clusters Score -1.25945e+07 nChanged 32778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36600 members 
Mstep: Class 2 contains 32917 members 
Entering Unmasked Estep 
Score: -12612858.000000 Penalty: 5530.065918
	Iteration 1F: 3 clusters Score -1.261286e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 31866 members 
Entering Unmasked Estep 
Score: -12613655.000000 Penalty: 5530.065918
	Iteration 2Q: 3 clusters Score -1.261366e+07 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39223 members 
Mstep: Class 2 contains 30294 members 
Entering Unmasked Estep 
Score: -12614609.000000 Penalty: 5530.065918
	Iteration 3Q: 3 clusters Score -1.261461e+07 nChanged 3105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41360 members 
Mstep: Class 2 contains 28157 members 
Entering Unmasked Estep 
Score: -12616056.000000 Penalty: 5530.065918
	Iteration 4Q: 3 clusters Score -1.261606e+07 nChanged 3604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -12617926.000000 Penalty: 5530.065918
	Iteration 5F: 3 clusters Score -1.261793e+07 nChanged 4362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48096 members 
Mstep: Class 2 contains 21421 members 
Entering Unmasked Estep 
Score: -12620846.000000 Penalty: 5530.065918
	Iteration 6F: 3 clusters Score -1.262085e+07 nChanged 4811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52479 members 
Mstep: Class 2 contains 17038 members 
Entering Unmasked Estep 
Score: -12624478.000000 Penalty: 5530.065918
	Iteration 7F: 3 clusters Score -1.262448e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56748 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -12628151.000000 Penalty: 5530.065918
	Iteration 8F: 3 clusters Score -1.262815e+07 nChanged 3911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60519 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -12631085.000000 Penalty: 5530.065918
	Iteration 9F: 3 clusters Score -1.263108e+07 nChanged 2970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63423 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -12632924.000000 Penalty: 5530.065918
	Iteration 10Q: 3 clusters Score -1.263292e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65487 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -12634128.000000 Penalty: 5530.065918
	Iteration 11Q: 3 clusters Score -1.263413e+07 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66895 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -12634798.000000 Penalty: 5530.065918
	Iteration 12Q: 3 clusters Score -1.26348e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67784 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -12635103.000000 Penalty: 5530.065918
	Iteration 13Q: 3 clusters Score -1.26351e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68309 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -12635388.000000 Penalty: 5530.065918
	Iteration 14Q: 3 clusters Score -1.263539e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68594 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -12635547.000000 Penalty: 5530.065918
	Iteration 15Q: 3 clusters Score -1.263555e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68754 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -12635651.000000 Penalty: 5530.065918
	Iteration 16Q: 3 clusters Score -1.263565e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68866 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -12635689.000000 Penalty: 5530.065918
	Iteration 17Q: 3 clusters Score -1.263569e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68928 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -12635719.000000 Penalty: 5530.065918
	Iteration 18Q: 3 clusters Score -1.263572e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -12635746.000000 Penalty: 5530.065918
	Iteration 19Q: 3 clusters Score -1.263575e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68998 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -12635768.000000 Penalty: 5530.065918
	Iteration 20F: 3 clusters Score -1.263577e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69011 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -12635778.000000 Penalty: 5530.065918
	Iteration 21Q: 3 clusters Score -1.263578e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69029 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -12635783.000000 Penalty: 5530.065918
	Iteration 22Q: 3 clusters Score -1.263578e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69037 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -12635775.000000 Penalty: 5530.065918
	Iteration 23Q: 3 clusters Score -1.263578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69045 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -12635783.000000 Penalty: 5530.065918
	Iteration 24Q: 3 clusters Score -1.263578e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69049 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -12635786.000000 Penalty: 5530.065918
	Iteration 25Q: 3 clusters Score -1.263579e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69050 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -12635781.000000 Penalty: 5530.065918
	Iteration 26Q: 3 clusters Score -1.263578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69054 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -12635788.000000 Penalty: 5530.065918
	Iteration 27Q: 3 clusters Score -1.263579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12635789.000000 Penalty: 5530.065918
	Iteration 28Q: 3 clusters Score -1.263579e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69055 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -12635789.000000 Penalty: 5530.065918
	Iteration 29F: 3 clusters Score -1.263579e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51791 members 
Entering Unmasked Estep 
Score: -9747520.000000 Penalty: 2692.032959
	Iteration 0F: 2 clusters Score -9747520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -9713733.000000 Penalty: 5384.065918
	Iteration 0F: 3 clusters Score -9713733 nChanged 23829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 23557 members 
Entering Unmasked Estep 
Score: -9727220.000000 Penalty: 5384.065918
	Iteration 1F: 3 clusters Score -9727220 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
Score: -9728058.000000 Penalty: 5384.065918
	Iteration 2Q: 3 clusters Score -9728058 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 20084 members 
Entering Unmasked Estep 
Score: -9729060.000000 Penalty: 5384.065918
	Iteration 3F: 3 clusters Score -9729060 nChanged 3017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34402 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -9730716.000000 Penalty: 5384.065918
	Iteration 4F: 3 clusters Score -9730716 nChanged 3537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37791 members 
Mstep: Class 2 contains 14000 members 
Entering Unmasked Estep 
Score: -9733152.000000 Penalty: 5384.065918
	Iteration 5F: 3 clusters Score -9733152 nChanged 3973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41710 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
Score: -9736341.000000 Penalty: 5384.065918
	Iteration 6F: 3 clusters Score -9736341 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45560 members 
Mstep: Class 2 contains 6231 members 
Entering Unmasked Estep 
Score: -9739712.000000 Penalty: 5384.065918
	Iteration 7F: 3 clusters Score -9739712 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48554 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -9742364.000000 Penalty: 5384.065918
	Iteration 8F: 3 clusters Score -9742364 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50281 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -9743784.000000 Penalty: 5384.065918
	Iteration 9Q: 3 clusters Score -9743784 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51030 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -9744502.000000 Penalty: 5384.065918
	Iteration 10Q: 3 clusters Score -9744502 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -9744789.000000 Penalty: 5384.065918
	Iteration 11Q: 3 clusters Score -9744789 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51436 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -9744920.000000 Penalty: 5384.065918
	Iteration 12Q: 3 clusters Score -9744920 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51479 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -9744982.000000 Penalty: 5384.065918
	Iteration 13Q: 3 clusters Score -9744982 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51493 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -9745020.000000 Penalty: 5384.065918
	Iteration 14Q: 3 clusters Score -9745020 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51502 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9745025.000000 Penalty: 5384.065918
	Iteration 15Q: 3 clusters Score -9745025 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51508 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9745036.000000 Penalty: 5384.065918
	Iteration 16Q: 3 clusters Score -9745036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51512 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9745047.000000 Penalty: 5384.065918
	Iteration 17Q: 3 clusters Score -9745047 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51516 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9745056.000000 Penalty: 5384.065918
	Iteration 18Q: 3 clusters Score -9745056 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -9745070.000000 Penalty: 5384.065918
	Iteration 19Q: 3 clusters Score -9745070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51522 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9745078.000000 Penalty: 5384.065918
	Iteration 20F: 3 clusters Score -9745078 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51525 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -9745074.000000 Penalty: 5384.065918
	Iteration 21Q: 3 clusters Score -9745074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9745081.000000 Penalty: 5384.065918
	Iteration 22Q: 3 clusters Score -9745081 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51527 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9745085.000000 Penalty: 5384.065918
	Iteration 23Q: 3 clusters Score -9745085 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9745083.000000 Penalty: 5384.065918
	Iteration 24Q: 3 clusters Score -9745083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9745082.000000 Penalty: 5384.065918
	Iteration 25Q: 3 clusters Score -9745082 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9745082.000000 Penalty: 5384.065918
	Iteration 26F: 3 clusters Score -9745082 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4672 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Entering Unmasked Estep 
Score: -869805.312500 Penalty: 2095.437012
	Iteration 0F: 2 clusters Score -869805.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -865430.812500 Penalty: 4190.874023
	Iteration 0F: 3 clusters Score -865430.8 nChanged 1792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -866493.125000 Penalty: 4190.874023
	Iteration 1F: 3 clusters Score -866493.1 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -866781.812500 Penalty: 4190.874023
	Iteration 2F: 3 clusters Score -866781.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -866979.875000 Penalty: 4190.874023
	Iteration 3F: 3 clusters Score -866979.9 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -867153.687500 Penalty: 4190.874023
	Iteration 4F: 3 clusters Score -867153.7 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -867346.000000 Penalty: 4190.874023
	Iteration 5F: 3 clusters Score -867346 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -867518.000000 Penalty: 4190.874023
	Iteration 6Q: 3 clusters Score -867518 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -867650.375000 Penalty: 4190.874023
	Iteration 7Q: 3 clusters Score -867650.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -867738.625000 Penalty: 4190.874023
	Iteration 8Q: 3 clusters Score -867738.6 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -867813.000000 Penalty: 4190.874023
	Iteration 9Q: 3 clusters Score -867813 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3159 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -867850.937500 Penalty: 4190.874023
	Iteration 10Q: 3 clusters Score -867850.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -867877.062500 Penalty: 4190.874023
	Iteration 11Q: 3 clusters Score -867877.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3242 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -867898.625000 Penalty: 4190.874023
	Iteration 12Q: 3 clusters Score -867898.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -867918.187500 Penalty: 4190.874023
	Iteration 13Q: 3 clusters Score -867918.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -867936.250000 Penalty: 4190.874023
	Iteration 14Q: 3 clusters Score -867936.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -867949.687500 Penalty: 4190.874023
	Iteration 15Q: 3 clusters Score -867949.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -867967.687500 Penalty: 4190.874023
	Iteration 16Q: 3 clusters Score -867967.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -867986.250000 Penalty: 4190.874023
	Iteration 17Q: 3 clusters Score -867986.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -868000.625000 Penalty: 4190.874023
	Iteration 18Q: 3 clusters Score -868000.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -868013.437500 Penalty: 4190.874023
	Iteration 19Q: 3 clusters Score -868013.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3477 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -868021.562500 Penalty: 4190.874023
	Iteration 20F: 3 clusters Score -868021.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -868030.250000 Penalty: 4190.874023
	Iteration 21Q: 3 clusters Score -868030.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3511 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -868041.312500 Penalty: 4190.874023
	Iteration 22Q: 3 clusters Score -868041.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -868049.187500 Penalty: 4190.874023
	Iteration 23Q: 3 clusters Score -868049.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -868057.437500 Penalty: 4190.874023
	Iteration 24Q: 3 clusters Score -868057.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -868061.062500 Penalty: 4190.874023
	Iteration 25Q: 3 clusters Score -868061.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -868067.875000 Penalty: 4190.874023
	Iteration 26Q: 3 clusters Score -868067.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -868073.875000 Penalty: 4190.874023
	Iteration 27Q: 3 clusters Score -868073.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -868078.312500 Penalty: 4190.874023
	Iteration 28Q: 3 clusters Score -868078.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -868081.500000 Penalty: 4190.874023
	Iteration 29Q: 3 clusters Score -868081.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -868082.000000 Penalty: 4190.874023
	Iteration 30Q: 3 clusters Score -868082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3594 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -868083.500000 Penalty: 4190.874023
	Iteration 31Q: 3 clusters Score -868083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -868083.500000 Penalty: 4190.874023
	Iteration 32Q: 3 clusters Score -868083.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -868084.812500 Penalty: 4190.874023
	Iteration 33Q: 3 clusters Score -868084.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -868085.562500 Penalty: 4190.874023
	Iteration 34Q: 3 clusters Score -868085.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -868085.562500 Penalty: 4190.874023
	Iteration 35F: 3 clusters Score -868085.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29496 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29496 members 
Entering Unmasked Estep 
Score: -5648313.000000 Penalty: 2552.418457
	Iteration 0F: 2 clusters Score -5648313 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -5628551.000000 Penalty: 5104.836914
	Iteration 0F: 3 clusters Score -5628551 nChanged 13256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 14842 members 
Entering Unmasked Estep 
Score: -5636080.500000 Penalty: 5104.836914
	Iteration 1F: 3 clusters Score -5636080 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 14995 members 
Entering Unmasked Estep 
Score: -5636823.000000 Penalty: 5104.836914
	Iteration 2F: 3 clusters Score -5636823 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -5637541.500000 Penalty: 5104.836914
	Iteration 3F: 3 clusters Score -5637542 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14234 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -5638337.500000 Penalty: 5104.836914
	Iteration 4F: 3 clusters Score -5638338 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -5639161.000000 Penalty: 5104.836914
	Iteration 5F: 3 clusters Score -5639161 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14334 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -5640133.500000 Penalty: 5104.836914
	Iteration 6F: 3 clusters Score -5640134 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 14983 members 
Entering Unmasked Estep 
Score: -5641208.500000 Penalty: 5104.836914
	Iteration 7F: 3 clusters Score -5641208 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14697 members 
Mstep: Class 2 contains 14799 members 
Entering Unmasked Estep 
Score: -5642143.000000 Penalty: 5104.836914
	Iteration 8F: 3 clusters Score -5642143 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 14597 members 
Entering Unmasked Estep 
Score: -5642715.000000 Penalty: 5104.836914
	Iteration 9Q: 3 clusters Score -5642715 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15056 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5643023.500000 Penalty: 5104.836914
	Iteration 10Q: 3 clusters Score -5643024 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 14324 members 
Entering Unmasked Estep 
Score: -5643120.500000 Penalty: 5104.836914
	Iteration 11Q: 3 clusters Score -5643120 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -5643184.500000 Penalty: 5104.836914
	Iteration 12Q: 3 clusters Score -5643184 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 14178 members 
Entering Unmasked Estep 
Score: -5643227.000000 Penalty: 5104.836914
	Iteration 13Q: 3 clusters Score -5643227 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15365 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -5643257.500000 Penalty: 5104.836914
	Iteration 14Q: 3 clusters Score -5643258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15406 members 
Mstep: Class 2 contains 14090 members 
Entering Unmasked Estep 
Score: -5643261.500000 Penalty: 5104.836914
	Iteration 15Q: 3 clusters Score -5643262 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -5643274.000000 Penalty: 5104.836914
	Iteration 16Q: 3 clusters Score -5643274 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -5643264.500000 Penalty: 5104.836914
	Iteration 17Q: 3 clusters Score -5643264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -5643268.500000 Penalty: 5104.836914
	Iteration 18Q: 3 clusters Score -5643268 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15483 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -5643259.000000 Penalty: 5104.836914
	Iteration 19Q: 3 clusters Score -5643259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15502 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -5643267.000000 Penalty: 5104.836914
	Iteration 20F: 3 clusters Score -5643267 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15515 members 
Mstep: Class 2 contains 13981 members 
Entering Unmasked Estep 
Score: -5643287.000000 Penalty: 5104.836914
	Iteration 21Q: 3 clusters Score -5643287 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5643297.000000 Penalty: 5104.836914
	Iteration 22Q: 3 clusters Score -5643297 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -5643305.000000 Penalty: 5104.836914
	Iteration 23Q: 3 clusters Score -5643305 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -5643306.500000 Penalty: 5104.836914
	Iteration 24Q: 3 clusters Score -5643306 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
Score: -5643296.500000 Penalty: 5104.836914
	Iteration 25Q: 3 clusters Score -5643296 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -5643292.500000 Penalty: 5104.836914
	Iteration 26Q: 3 clusters Score -5643292 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 13963 members 
Entering Unmasked Estep 
Score: -5643302.000000 Penalty: 5104.836914
	Iteration 27Q: 3 clusters Score -5643302 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -5643303.000000 Penalty: 5104.836914
	Iteration 28Q: 3 clusters Score -5643303 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -5643308.500000 Penalty: 5104.836914
	Iteration 29Q: 3 clusters Score -5643308 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -5643306.500000 Penalty: 5104.836914
	Iteration 30Q: 3 clusters Score -5643306 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15609 members 
Mstep: Class 2 contains 13887 members 
Entering Unmasked Estep 
Score: -5643322.500000 Penalty: 5104.836914
	Iteration 31Q: 3 clusters Score -5643322 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 13864 members 
Entering Unmasked Estep 
Score: -5643323.500000 Penalty: 5104.836914
	Iteration 32Q: 3 clusters Score -5643324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 13846 members 
Entering Unmasked Estep 
Score: -5643328.000000 Penalty: 5104.836914
	Iteration 33Q: 3 clusters Score -5643328 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15666 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -5643335.500000 Penalty: 5104.836914
	Iteration 34Q: 3 clusters Score -5643336 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -5643337.500000 Penalty: 5104.836914
	Iteration 35Q: 3 clusters Score -5643338 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -5643345.500000 Penalty: 5104.836914
	Iteration 36Q: 3 clusters Score -5643346 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15703 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -5643349.000000 Penalty: 5104.836914
	Iteration 37Q: 3 clusters Score -5643349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -5643343.000000 Penalty: 5104.836914
	Iteration 38Q: 3 clusters Score -5643343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -5643349.000000 Penalty: 5104.836914
	Iteration 39Q: 3 clusters Score -5643349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15709 members 
Mstep: Class 2 contains 13787 members 
Entering Unmasked Estep 
Score: -5643343.000000 Penalty: 5104.836914
	Iteration 40F: 3 clusters Score -5643343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 13789 members 
Entering Unmasked Estep 
Score: -5643341.500000 Penalty: 5104.836914
	Iteration 41Q: 3 clusters Score -5643342 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15711 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -5643344.000000 Penalty: 5104.836914
	Iteration 42Q: 3 clusters Score -5643344 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -5643340.000000 Penalty: 5104.836914
	Iteration 43Q: 3 clusters Score -5643340 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -5643345.500000 Penalty: 5104.836914
	Iteration 44Q: 3 clusters Score -5643346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 13778 members 
Entering Unmasked Estep 
Score: -5643350.000000 Penalty: 5104.836914
	Iteration 45Q: 3 clusters Score -5643350 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -5643347.500000 Penalty: 5104.836914
	Iteration 46Q: 3 clusters Score -5643348 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -5643347.000000 Penalty: 5104.836914
	Iteration 47Q: 3 clusters Score -5643347 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15730 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -5643352.000000 Penalty: 5104.836914
	Iteration 48Q: 3 clusters Score -5643352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -5643354.500000 Penalty: 5104.836914
	Iteration 49Q: 3 clusters Score -5643354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -5643354.000000 Penalty: 5104.836914
	Iteration 50Q: 3 clusters Score -5643354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 13769 members 
Entering Unmasked Estep 
Score: -5643347.000000 Penalty: 5104.836914
	Iteration 51Q: 3 clusters Score -5643347 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15725 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -5643352.000000 Penalty: 5104.836914
	Iteration 52Q: 3 clusters Score -5643352 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15726 members 
Mstep: Class 2 contains 13770 members 
Entering Unmasked Estep 
Score: -5643339.500000 Penalty: 5104.836914
	Iteration 53Q: 3 clusters Score -5643340 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 13767 members 
Entering Unmasked Estep 
Score: -5643336.000000 Penalty: 5104.836914
	Iteration 54Q: 3 clusters Score -5643336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 13760 members 
Entering Unmasked Estep 
Score: -5643341.000000 Penalty: 5104.836914
	Iteration 55Q: 3 clusters Score -5643341 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -5643341.500000 Penalty: 5104.836914
	Iteration 56Q: 3 clusters Score -5643342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15741 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5643350.000000 Penalty: 5104.836914
	Iteration 57Q: 3 clusters Score -5643350 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -5643347.000000 Penalty: 5104.836914
	Iteration 58Q: 3 clusters Score -5643347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -5643340.000000 Penalty: 5104.836914
	Iteration 59Q: 3 clusters Score -5643340 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15759 members 
Mstep: Class 2 contains 13737 members 
Entering Unmasked Estep 
Score: -5643348.000000 Penalty: 5104.836914
	Iteration 60F: 3 clusters Score -5643348 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15762 members 
Mstep: Class 2 contains 13734 members 
Entering Unmasked Estep 
Score: -5643350.000000 Penalty: 5104.836914
	Iteration 61Q: 3 clusters Score -5643350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15763 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -5643351.500000 Penalty: 5104.836914
	Iteration 62Q: 3 clusters Score -5643352 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -5643345.500000 Penalty: 5104.836914
	Iteration 63Q: 3 clusters Score -5643346 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 13730 members 
Entering Unmasked Estep 
Score: -5643347.000000 Penalty: 5104.836914
	Iteration 64Q: 3 clusters Score -5643347 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15774 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -5643348.500000 Penalty: 5104.836914
	Iteration 65Q: 3 clusters Score -5643348 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15778 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -5643356.500000 Penalty: 5104.836914
	Iteration 66Q: 3 clusters Score -5643356 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15783 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -5643349.500000 Penalty: 5104.836914
	Iteration 67Q: 3 clusters Score -5643350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 13709 members 
Entering Unmasked Estep 
Score: -5643358.000000 Penalty: 5104.836914
	Iteration 68Q: 3 clusters Score -5643358 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15789 members 
Mstep: Class 2 contains 13707 members 
Entering Unmasked Estep 
Score: -5643363.500000 Penalty: 5104.836914
	Iteration 69Q: 3 clusters Score -5643364 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15794 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -5643358.000000 Penalty: 5104.836914
	Iteration 70Q: 3 clusters Score -5643358 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 13696 members 
Entering Unmasked Estep 
Score: -5643360.500000 Penalty: 5104.836914
	Iteration 71Q: 3 clusters Score -5643360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15801 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -5643363.000000 Penalty: 5104.836914
	Iteration 72Q: 3 clusters Score -5643363 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5643366.500000 Penalty: 5104.836914
	Iteration 73Q: 3 clusters Score -5643366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -5643372.500000 Penalty: 5104.836914
	Iteration 74Q: 3 clusters Score -5643372 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5643370.000000 Penalty: 5104.836914
	Iteration 75Q: 3 clusters Score -5643370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15807 members 
Mstep: Class 2 contains 13689 members 
Entering Unmasked Estep 
Score: -5643368.000000 Penalty: 5104.836914
	Iteration 76Q: 3 clusters Score -5643368 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -5643356.000000 Penalty: 5104.836914
	Iteration 77Q: 3 clusters Score -5643356 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15829 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -5643362.000000 Penalty: 5104.836914
	Iteration 78Q: 3 clusters Score -5643362 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -5643350.000000 Penalty: 5104.836914
	Iteration 79Q: 3 clusters Score -5643350 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15859 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -5643355.000000 Penalty: 5104.836914
	Iteration 80F: 3 clusters Score -5643355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 13619 members 
Entering Unmasked Estep 
Score: -5643364.500000 Penalty: 5104.836914
	Iteration 81Q: 3 clusters Score -5643364 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15892 members 
Mstep: Class 2 contains 13604 members 
Entering Unmasked Estep 
Score: -5643364.000000 Penalty: 5104.836914
	Iteration 82Q: 3 clusters Score -5643364 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15903 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -5643349.500000 Penalty: 5104.836914
	Iteration 83Q: 3 clusters Score -5643350 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15920 members 
Mstep: Class 2 contains 13576 members 
Entering Unmasked Estep 
Score: -5643363.000000 Penalty: 5104.836914
	Iteration 84Q: 3 clusters Score -5643363 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -5643369.000000 Penalty: 5104.836914
	Iteration 85Q: 3 clusters Score -5643369 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -5643372.500000 Penalty: 5104.836914
	Iteration 86Q: 3 clusters Score -5643372 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 13561 members 
Entering Unmasked Estep 
Score: -5643376.500000 Penalty: 5104.836914
	Iteration 87Q: 3 clusters Score -5643376 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -5643380.000000 Penalty: 5104.836914
	Iteration 88Q: 3 clusters Score -5643380 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -5643382.000000 Penalty: 5104.836914
	Iteration 89Q: 3 clusters Score -5643382 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5643388.000000 Penalty: 5104.836914
	Iteration 90Q: 3 clusters Score -5643388 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15946 members 
Mstep: Class 2 contains 13550 members 
Entering Unmasked Estep 
Score: -5643388.500000 Penalty: 5104.836914
	Iteration 91Q: 3 clusters Score -5643388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -5643381.500000 Penalty: 5104.836914
	Iteration 92Q: 3 clusters Score -5643382 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 13537 members 
Entering Unmasked Estep 
Score: -5643392.000000 Penalty: 5104.836914
	Iteration 93Q: 3 clusters Score -5643392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5643387.000000 Penalty: 5104.836914
	Iteration 94Q: 3 clusters Score -5643387 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -5643390.500000 Penalty: 5104.836914
	Iteration 95Q: 3 clusters Score -5643390 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 13534 members 
Entering Unmasked Estep 
Score: -5643391.000000 Penalty: 5104.836914
	Iteration 96Q: 3 clusters Score -5643391 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 13530 members 
Entering Unmasked Estep 
Score: -5643380.000000 Penalty: 5104.836914
	Iteration 97Q: 3 clusters Score -5643380 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -5643384.500000 Penalty: 5104.836914
	Iteration 98Q: 3 clusters Score -5643384 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -5643391.500000 Penalty: 5104.836914
	Iteration 99Q: 3 clusters Score -5643392 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -5643390.500000 Penalty: 5104.836914
	Iteration 100F: 3 clusters Score -5643390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -5643391.500000 Penalty: 5104.836914
	Iteration 101Q: 3 clusters Score -5643392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15948 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -5643389.000000 Penalty: 5104.836914
	Iteration 102Q: 3 clusters Score -5643389 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -5643399.000000 Penalty: 5104.836914
	Iteration 103Q: 3 clusters Score -5643399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -5643397.500000 Penalty: 5104.836914
	Iteration 104Q: 3 clusters Score -5643398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -5643398.000000 Penalty: 5104.836914
	Iteration 105Q: 3 clusters Score -5643398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -5643392.500000 Penalty: 5104.836914
	Iteration 106Q: 3 clusters Score -5643392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -5643393.500000 Penalty: 5104.836914
	Iteration 107Q: 3 clusters Score -5643394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15957 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -5643395.500000 Penalty: 5104.836914
	Iteration 108Q: 3 clusters Score -5643396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -5643397.500000 Penalty: 5104.836914
	Iteration 109Q: 3 clusters Score -5643398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15954 members 
Mstep: Class 2 contains 13542 members 
Entering Unmasked Estep 
Score: -5643398.500000 Penalty: 5104.836914
	Iteration 110Q: 3 clusters Score -5643398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 13538 members 
Entering Unmasked Estep 
Score: -5643396.500000 Penalty: 5104.836914
	Iteration 111Q: 3 clusters Score -5643396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -5643399.000000 Penalty: 5104.836914
	Iteration 112Q: 3 clusters Score -5643399 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -5643400.000000 Penalty: 5104.836914
	Iteration 113Q: 3 clusters Score -5643400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -5643399.000000 Penalty: 5104.836914
	Iteration 114Q: 3 clusters Score -5643399 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -5643399.000000 Penalty: 5104.836914
	Iteration 115F: 3 clusters Score -5643399 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -111481.242188 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -111481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -109804.507812 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -109804.5 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -110035.804688 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -110035.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -110116.734375 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -110116.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -110171.156250 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -110171.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -110223.843750 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -110223.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -110255.648438 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -110255.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110274.617188 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -110274.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -110279.851562 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -110279.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -110280.304688 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -110280.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -110280.304688 Penalty: 3228.349365
	Iteration 9F: 3 clusters Score -110280.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (45370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45370 members 
Entering Unmasked Estep 
Score: -8725501.000000 Penalty: 2659.206543
	Iteration 0F: 2 clusters Score -8725501 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22789 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -8698875.000000 Penalty: 5318.413086
	Iteration 0F: 3 clusters Score -8698875 nChanged 20880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23681 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -8710308.000000 Penalty: 5318.413086
	Iteration 1F: 3 clusters Score -8710308 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 21155 members 
Entering Unmasked Estep 
Score: -8710816.000000 Penalty: 5318.413086
	Iteration 2Q: 3 clusters Score -8710816 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24990 members 
Mstep: Class 2 contains 20380 members 
Entering Unmasked Estep 
Score: -8711448.000000 Penalty: 5318.413086
	Iteration 3Q: 3 clusters Score -8711448 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26048 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -8712109.000000 Penalty: 5318.413086
	Iteration 4Q: 3 clusters Score -8712109 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -8712848.000000 Penalty: 5318.413086
	Iteration 5Q: 3 clusters Score -8712848 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29427 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -8713944.000000 Penalty: 5318.413086
	Iteration 6Q: 3 clusters Score -8713944 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
Score: -8715313.000000 Penalty: 5318.413086
	Iteration 7F: 3 clusters Score -8715313 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34305 members 
Mstep: Class 2 contains 11065 members 
Entering Unmasked Estep 
Score: -8716952.000000 Penalty: 5318.413086
	Iteration 8F: 3 clusters Score -8716952 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36806 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -8718751.000000 Penalty: 5318.413086
	Iteration 9F: 3 clusters Score -8718751 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38904 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -8720285.000000 Penalty: 5318.413086
	Iteration 10Q: 3 clusters Score -8720285 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 4855 members 
Entering Unmasked Estep 
Score: -8721445.000000 Penalty: 5318.413086
	Iteration 11Q: 3 clusters Score -8721445 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -8722160.000000 Penalty: 5318.413086
	Iteration 12Q: 3 clusters Score -8722160 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42434 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -8722597.000000 Penalty: 5318.413086
	Iteration 13Q: 3 clusters Score -8722597 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43007 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
Score: -8722887.000000 Penalty: 5318.413086
	Iteration 14Q: 3 clusters Score -8722887 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43430 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -8723071.000000 Penalty: 5318.413086
	Iteration 15Q: 3 clusters Score -8723071 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -8723197.000000 Penalty: 5318.413086
	Iteration 16Q: 3 clusters Score -8723197 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8723305.000000 Penalty: 5318.413086
	Iteration 17Q: 3 clusters Score -8723305 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44137 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -8723367.000000 Penalty: 5318.413086
	Iteration 18Q: 3 clusters Score -8723367 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -8723398.000000 Penalty: 5318.413086
	Iteration 19Q: 3 clusters Score -8723398 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8723419.000000 Penalty: 5318.413086
	Iteration 20F: 3 clusters Score -8723419 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44413 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8723437.000000 Penalty: 5318.413086
	Iteration 21Q: 3 clusters Score -8723437 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44461 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8723445.000000 Penalty: 5318.413086
	Iteration 22Q: 3 clusters Score -8723445 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44486 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8723462.000000 Penalty: 5318.413086
	Iteration 23Q: 3 clusters Score -8723462 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44526 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -8723465.000000 Penalty: 5318.413086
	Iteration 24Q: 3 clusters Score -8723465 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44560 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8723483.000000 Penalty: 5318.413086
	Iteration 25Q: 3 clusters Score -8723483 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8723473.000000 Penalty: 5318.413086
	Iteration 26Q: 3 clusters Score -8723473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8723461.000000 Penalty: 5318.413086
	Iteration 27Q: 3 clusters Score -8723461 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44622 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -8723477.000000 Penalty: 5318.413086
	Iteration 28Q: 3 clusters Score -8723477 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44639 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -8723468.000000 Penalty: 5318.413086
	Iteration 29Q: 3 clusters Score -8723468 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44653 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8723476.000000 Penalty: 5318.413086
	Iteration 30Q: 3 clusters Score -8723476 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8723491.000000 Penalty: 5318.413086
	Iteration 31Q: 3 clusters Score -8723491 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44674 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8723486.000000 Penalty: 5318.413086
	Iteration 32Q: 3 clusters Score -8723486 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44686 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -8723486.000000 Penalty: 5318.413086
	Iteration 33Q: 3 clusters Score -8723486 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44691 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8723484.000000 Penalty: 5318.413086
	Iteration 34Q: 3 clusters Score -8723484 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8723491.000000 Penalty: 5318.413086
	Iteration 35Q: 3 clusters Score -8723491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -8723497.000000 Penalty: 5318.413086
	Iteration 36Q: 3 clusters Score -8723497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8723498.000000 Penalty: 5318.413086
	Iteration 37Q: 3 clusters Score -8723498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44705 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -8723496.000000 Penalty: 5318.413086
	Iteration 38Q: 3 clusters Score -8723496 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8723495.000000 Penalty: 5318.413086
	Iteration 39Q: 3 clusters Score -8723495 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44712 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -8723501.000000 Penalty: 5318.413086
	Iteration 40F: 3 clusters Score -8723501 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8723500.000000 Penalty: 5318.413086
	Iteration 41Q: 3 clusters Score -8723500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8723501.000000 Penalty: 5318.413086
	Iteration 42Q: 3 clusters Score -8723501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44717 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8723497.000000 Penalty: 5318.413086
	Iteration 43Q: 3 clusters Score -8723497 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -8723503.000000 Penalty: 5318.413086
	Iteration 44Q: 3 clusters Score -8723503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -8723508.000000 Penalty: 5318.413086
	Iteration 45Q: 3 clusters Score -8723508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -8723512.000000 Penalty: 5318.413086
	Iteration 46Q: 3 clusters Score -8723512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44726 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -8723510.000000 Penalty: 5318.413086
	Iteration 47Q: 3 clusters Score -8723510 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44727 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -8723507.000000 Penalty: 5318.413086
	Iteration 48Q: 3 clusters Score -8723507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44729 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8723504.000000 Penalty: 5318.413086
	Iteration 49Q: 3 clusters Score -8723504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44730 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -8723502.000000 Penalty: 5318.413086
	Iteration 50Q: 3 clusters Score -8723502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44732 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8723509.000000 Penalty: 5318.413086
	Iteration 51Q: 3 clusters Score -8723509 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44733 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8723503.000000 Penalty: 5318.413086
	Iteration 52Q: 3 clusters Score -8723503 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8723510.000000 Penalty: 5318.413086
	Iteration 53Q: 3 clusters Score -8723510 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44736 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -8723510.000000 Penalty: 5318.413086
	Iteration 54F: 3 clusters Score -8723510 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46189 members 
Entering Unmasked Estep 
Score: -8718108.000000 Penalty: 2663.643066
	Iteration 0F: 2 clusters Score -8718108 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 22981 members 
Entering Unmasked Estep 
Score: -8690505.000000 Penalty: 5327.286133
	Iteration 0F: 3 clusters Score -8690505 nChanged 21331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24215 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -8702337.000000 Penalty: 5327.286133
	Iteration 1F: 3 clusters Score -8702337 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24878 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -8703083.000000 Penalty: 5327.286133
	Iteration 2Q: 3 clusters Score -8703083 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25813 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -8703861.000000 Penalty: 5327.286133
	Iteration 3Q: 3 clusters Score -8703861 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 19120 members 
Entering Unmasked Estep 
Score: -8704879.000000 Penalty: 5327.286133
	Iteration 4Q: 3 clusters Score -8704879 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28879 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -8706157.000000 Penalty: 5327.286133
	Iteration 5F: 3 clusters Score -8706157 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -8707767.000000 Penalty: 5327.286133
	Iteration 6F: 3 clusters Score -8707767 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33866 members 
Mstep: Class 2 contains 12323 members 
Entering Unmasked Estep 
Score: -8709852.000000 Penalty: 5327.286133
	Iteration 7F: 3 clusters Score -8709852 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36522 members 
Mstep: Class 2 contains 9667 members 
Entering Unmasked Estep 
Score: -8711842.000000 Penalty: 5327.286133
	Iteration 8F: 3 clusters Score -8711842 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38768 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -8713367.000000 Penalty: 5327.286133
	Iteration 9F: 3 clusters Score -8713367 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40408 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -8714267.000000 Penalty: 5327.286133
	Iteration 10Q: 3 clusters Score -8714267 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41599 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8714790.000000 Penalty: 5327.286133
	Iteration 11Q: 3 clusters Score -8714790 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -8715124.000000 Penalty: 5327.286133
	Iteration 12Q: 3 clusters Score -8715124 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 3118 members 
Entering Unmasked Estep 
Score: -8715331.000000 Penalty: 5327.286133
	Iteration 13Q: 3 clusters Score -8715331 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43554 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -8715423.000000 Penalty: 5327.286133
	Iteration 14Q: 3 clusters Score -8715423 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -8715546.000000 Penalty: 5327.286133
	Iteration 15Q: 3 clusters Score -8715546 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8715656.000000 Penalty: 5327.286133
	Iteration 16Q: 3 clusters Score -8715656 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44460 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -8715767.000000 Penalty: 5327.286133
	Iteration 17Q: 3 clusters Score -8715767 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44676 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -8715839.000000 Penalty: 5327.286133
	Iteration 18Q: 3 clusters Score -8715839 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -8715888.000000 Penalty: 5327.286133
	Iteration 19Q: 3 clusters Score -8715888 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -8715927.000000 Penalty: 5327.286133
	Iteration 20F: 3 clusters Score -8715927 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -8715936.000000 Penalty: 5327.286133
	Iteration 21Q: 3 clusters Score -8715936 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8715972.000000 Penalty: 5327.286133
	Iteration 22Q: 3 clusters Score -8715972 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45205 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -8715973.000000 Penalty: 5327.286133
	Iteration 23Q: 3 clusters Score -8715973 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -8715988.000000 Penalty: 5327.286133
	Iteration 24Q: 3 clusters Score -8715988 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45302 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -8715989.000000 Penalty: 5327.286133
	Iteration 25Q: 3 clusters Score -8715989 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45333 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -8716007.000000 Penalty: 5327.286133
	Iteration 26Q: 3 clusters Score -8716007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45354 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8715999.000000 Penalty: 5327.286133
	Iteration 27Q: 3 clusters Score -8715999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45376 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -8715988.000000 Penalty: 5327.286133
	Iteration 28Q: 3 clusters Score -8715988 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45393 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -8716003.000000 Penalty: 5327.286133
	Iteration 29Q: 3 clusters Score -8716003 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45405 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -8716012.000000 Penalty: 5327.286133
	Iteration 30Q: 3 clusters Score -8716012 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45417 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8716016.000000 Penalty: 5327.286133
	Iteration 31Q: 3 clusters Score -8716016 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45428 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8716029.000000 Penalty: 5327.286133
	Iteration 32Q: 3 clusters Score -8716029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45435 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8716029.000000 Penalty: 5327.286133
	Iteration 33Q: 3 clusters Score -8716029 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45444 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -8716033.000000 Penalty: 5327.286133
	Iteration 34Q: 3 clusters Score -8716033 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45451 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8716037.000000 Penalty: 5327.286133
	Iteration 35Q: 3 clusters Score -8716037 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45459 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -8716038.000000 Penalty: 5327.286133
	Iteration 36Q: 3 clusters Score -8716038 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45472 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -8716044.000000 Penalty: 5327.286133
	Iteration 37Q: 3 clusters Score -8716044 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45484 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -8716033.000000 Penalty: 5327.286133
	Iteration 38Q: 3 clusters Score -8716033 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45493 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -8716051.000000 Penalty: 5327.286133
	Iteration 39Q: 3 clusters Score -8716051 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45503 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -8716060.000000 Penalty: 5327.286133
	Iteration 40F: 3 clusters Score -8716060 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45510 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8716068.000000 Penalty: 5327.286133
	Iteration 41Q: 3 clusters Score -8716068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45515 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -8716070.000000 Penalty: 5327.286133
	Iteration 42Q: 3 clusters Score -8716070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45521 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -8716071.000000 Penalty: 5327.286133
	Iteration 43Q: 3 clusters Score -8716071 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45522 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8716069.000000 Penalty: 5327.286133
	Iteration 44Q: 3 clusters Score -8716069 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45525 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -8716070.000000 Penalty: 5327.286133
	Iteration 45Q: 3 clusters Score -8716070 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8716077.000000 Penalty: 5327.286133
	Iteration 46Q: 3 clusters Score -8716077 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -8716068.000000 Penalty: 5327.286133
	Iteration 47Q: 3 clusters Score -8716068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45530 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -8716073.000000 Penalty: 5327.286133
	Iteration 48Q: 3 clusters Score -8716073 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8716080.000000 Penalty: 5327.286133
	Iteration 49Q: 3 clusters Score -8716080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8716080.000000 Penalty: 5327.286133
	Iteration 50F: 3 clusters Score -8716080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -90000.179688 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -90000.18 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -88646.054688 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -88646.05 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -89065.796875 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -89065.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -89243.968750 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -89243.97 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -89358.882812 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -89358.88 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -89474.796875 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -89474.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -89593.539062 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -89593.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -89651.234375 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -89651.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -89688.117188 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -89688.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -89797.468750 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -89797.47 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -89847.835938 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -89847.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -89863.632812 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -89863.63 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -89879.156250 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -89879.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -89895.625000 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -89895.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -89901.781250 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -89901.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -89916.835938 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -89916.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -89926.703125 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -89926.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -89930.148438 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -89930.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -89936.562500 Penalty: 3083.436523
	Iteration 17F: 3 clusters Score -89936.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -89949.820312 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -89949.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -89959.250000 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -89959.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -89959.250000 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -89959.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -151752.640625 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -151752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -149922.796875 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -149922.8 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -150160.859375 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -150160.9 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -150257.421875 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -150257.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -150312.703125 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -150312.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -150327.265625 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -150327.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -150331.640625 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -150331.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -150332.843750 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -150332.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -150332.843750 Penalty: 3344.468994
	Iteration 7F: 3 clusters Score -150332.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Entering Unmasked Estep 
Score: -4685796.500000 Penalty: 2492.873047
	Iteration 0F: 2 clusters Score -4685796 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 11558 members 
Entering Unmasked Estep 
Score: -4670194.000000 Penalty: 4985.746094
	Iteration 0F: 3 clusters Score -4670194 nChanged 10246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11828 members 
Mstep: Class 2 contains 11372 members 
Entering Unmasked Estep 
Score: -4675696.000000 Penalty: 4985.746094
	Iteration 1F: 3 clusters Score -4675696 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -4676048.000000 Penalty: 4985.746094
	Iteration 2Q: 3 clusters Score -4676048 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11925 members 
Mstep: Class 2 contains 11275 members 
Entering Unmasked Estep 
Score: -4676282.000000 Penalty: 4985.746094
	Iteration 3Q: 3 clusters Score -4676282 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11908 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -4676461.000000 Penalty: 4985.746094
	Iteration 4Q: 3 clusters Score -4676461 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -4676596.000000 Penalty: 4985.746094
	Iteration 5Q: 3 clusters Score -4676596 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -4676712.000000 Penalty: 4985.746094
	Iteration 6Q: 3 clusters Score -4676712 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11710 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -4676831.000000 Penalty: 4985.746094
	Iteration 7Q: 3 clusters Score -4676831 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -4676925.000000 Penalty: 4985.746094
	Iteration 8Q: 3 clusters Score -4676925 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 11644 members 
Entering Unmasked Estep 
Score: -4676984.500000 Penalty: 4985.746094
	Iteration 9Q: 3 clusters Score -4676984 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11403 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
Score: -4677068.000000 Penalty: 4985.746094
	Iteration 10Q: 3 clusters Score -4677068 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 12013 members 
Entering Unmasked Estep 
Score: -4677175.000000 Penalty: 4985.746094
	Iteration 11Q: 3 clusters Score -4677175 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -4677272.000000 Penalty: 4985.746094
	Iteration 12Q: 3 clusters Score -4677272 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10667 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -4677405.000000 Penalty: 4985.746094
	Iteration 13Q: 3 clusters Score -4677405 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 12866 members 
Entering Unmasked Estep 
Score: -4677534.000000 Penalty: 4985.746094
	Iteration 14Q: 3 clusters Score -4677534 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9940 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -4677695.500000 Penalty: 4985.746094
	Iteration 15Q: 3 clusters Score -4677696 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -4677936.500000 Penalty: 4985.746094
	Iteration 16Q: 3 clusters Score -4677936 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -4678247.000000 Penalty: 4985.746094
	Iteration 17Q: 3 clusters Score -4678247 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 14871 members 
Entering Unmasked Estep 
Score: -4678653.000000 Penalty: 4985.746094
	Iteration 18Q: 3 clusters Score -4678653 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7672 members 
Mstep: Class 2 contains 15528 members 
Entering Unmasked Estep 
Score: -4679224.000000 Penalty: 4985.746094
	Iteration 19Q: 3 clusters Score -4679224 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 16173 members 
Entering Unmasked Estep 
Score: -4679959.500000 Penalty: 4985.746094
	Iteration 20F: 3 clusters Score -4679960 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6425 members 
Mstep: Class 2 contains 16775 members 
Entering Unmasked Estep 
Score: -4680847.500000 Penalty: 4985.746094
	Iteration 21Q: 3 clusters Score -4680848 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5999 members 
Mstep: Class 2 contains 17201 members 
Entering Unmasked Estep 
Score: -4681577.500000 Penalty: 4985.746094
	Iteration 22Q: 3 clusters Score -4681578 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5727 members 
Mstep: Class 2 contains 17473 members 
Entering Unmasked Estep 
Score: -4682056.000000 Penalty: 4985.746094
	Iteration 23Q: 3 clusters Score -4682056 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5549 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -4682276.500000 Penalty: 4985.746094
	Iteration 24Q: 3 clusters Score -4682276 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -4682412.000000 Penalty: 4985.746094
	Iteration 25Q: 3 clusters Score -4682412 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 17920 members 
Entering Unmasked Estep 
Score: -4682485.000000 Penalty: 4985.746094
	Iteration 26Q: 3 clusters Score -4682485 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5171 members 
Mstep: Class 2 contains 18029 members 
Entering Unmasked Estep 
Score: -4682537.500000 Penalty: 4985.746094
	Iteration 27Q: 3 clusters Score -4682538 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
Score: -4682580.500000 Penalty: 4985.746094
	Iteration 28Q: 3 clusters Score -4682580 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -4682605.500000 Penalty: 4985.746094
	Iteration 29Q: 3 clusters Score -4682606 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4927 members 
Mstep: Class 2 contains 18273 members 
Entering Unmasked Estep 
Score: -4682631.500000 Penalty: 4985.746094
	Iteration 30Q: 3 clusters Score -4682632 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 18340 members 
Entering Unmasked Estep 
Score: -4682653.000000 Penalty: 4985.746094
	Iteration 31Q: 3 clusters Score -4682653 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 18396 members 
Entering Unmasked Estep 
Score: -4682675.000000 Penalty: 4985.746094
	Iteration 32Q: 3 clusters Score -4682675 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -4682677.000000 Penalty: 4985.746094
	Iteration 33Q: 3 clusters Score -4682677 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4725 members 
Mstep: Class 2 contains 18475 members 
Entering Unmasked Estep 
Score: -4682687.000000 Penalty: 4985.746094
	Iteration 34Q: 3 clusters Score -4682687 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -4682703.000000 Penalty: 4985.746094
	Iteration 35Q: 3 clusters Score -4682703 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -4682719.500000 Penalty: 4985.746094
	Iteration 36Q: 3 clusters Score -4682720 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 18562 members 
Entering Unmasked Estep 
Score: -4682726.000000 Penalty: 4985.746094
	Iteration 37Q: 3 clusters Score -4682726 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 18592 members 
Entering Unmasked Estep 
Score: -4682739.500000 Penalty: 4985.746094
	Iteration 38Q: 3 clusters Score -4682740 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -4682748.500000 Penalty: 4985.746094
	Iteration 39Q: 3 clusters Score -4682748 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4573 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -4682742.500000 Penalty: 4985.746094
	Iteration 40F: 3 clusters Score -4682742 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 18646 members 
Entering Unmasked Estep 
Score: -4682744.500000 Penalty: 4985.746094
	Iteration 41Q: 3 clusters Score -4682744 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 18657 members 
Entering Unmasked Estep 
Score: -4682748.500000 Penalty: 4985.746094
	Iteration 42Q: 3 clusters Score -4682748 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4529 members 
Mstep: Class 2 contains 18671 members 
Entering Unmasked Estep 
Score: -4682741.000000 Penalty: 4985.746094
	Iteration 43Q: 3 clusters Score -4682741 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 18685 members 
Entering Unmasked Estep 
Score: -4682749.000000 Penalty: 4985.746094
	Iteration 44Q: 3 clusters Score -4682749 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -4682754.500000 Penalty: 4985.746094
	Iteration 45Q: 3 clusters Score -4682754 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4682755.000000 Penalty: 4985.746094
	Iteration 46Q: 3 clusters Score -4682755 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4480 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -4682762.000000 Penalty: 4985.746094
	Iteration 47Q: 3 clusters Score -4682762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 18738 members 
Entering Unmasked Estep 
Score: -4682760.000000 Penalty: 4985.746094
	Iteration 48Q: 3 clusters Score -4682760 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
Score: -4682771.000000 Penalty: 4985.746094
	Iteration 49Q: 3 clusters Score -4682771 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -4682774.500000 Penalty: 4985.746094
	Iteration 50Q: 3 clusters Score -4682774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4439 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -4682774.000000 Penalty: 4985.746094
	Iteration 51Q: 3 clusters Score -4682774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -4682769.000000 Penalty: 4985.746094
	Iteration 52Q: 3 clusters Score -4682769 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -4682773.000000 Penalty: 4985.746094
	Iteration 53Q: 3 clusters Score -4682773 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -4682777.500000 Penalty: 4985.746094
	Iteration 54Q: 3 clusters Score -4682778 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -4682765.000000 Penalty: 4985.746094
	Iteration 55Q: 3 clusters Score -4682765 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -4682763.500000 Penalty: 4985.746094
	Iteration 56Q: 3 clusters Score -4682764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -4682759.000000 Penalty: 4985.746094
	Iteration 57Q: 3 clusters Score -4682759 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4395 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -4682765.000000 Penalty: 4985.746094
	Iteration 58Q: 3 clusters Score -4682765 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4389 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
Score: -4682766.500000 Penalty: 4985.746094
	Iteration 59Q: 3 clusters Score -4682766 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 18820 members 
Entering Unmasked Estep 
Score: -4682768.000000 Penalty: 4985.746094
	Iteration 60F: 3 clusters Score -4682768 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -4682768.500000 Penalty: 4985.746094
	Iteration 61Q: 3 clusters Score -4682768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4361 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -4682775.000000 Penalty: 4985.746094
	Iteration 62Q: 3 clusters Score -4682775 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -4682774.000000 Penalty: 4985.746094
	Iteration 63Q: 3 clusters Score -4682774 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
Score: -4682775.500000 Penalty: 4985.746094
	Iteration 64Q: 3 clusters Score -4682776 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 18883 members 
Entering Unmasked Estep 
Score: -4682778.500000 Penalty: 4985.746094
	Iteration 65Q: 3 clusters Score -4682778 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4307 members 
Mstep: Class 2 contains 18893 members 
Entering Unmasked Estep 
Score: -4682785.500000 Penalty: 4985.746094
	Iteration 66Q: 3 clusters Score -4682786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -4682781.000000 Penalty: 4985.746094
	Iteration 67Q: 3 clusters Score -4682781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 18910 members 
Entering Unmasked Estep 
Score: -4682787.500000 Penalty: 4985.746094
	Iteration 68Q: 3 clusters Score -4682788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -4682785.500000 Penalty: 4985.746094
	Iteration 69Q: 3 clusters Score -4682786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -4682793.000000 Penalty: 4985.746094
	Iteration 70Q: 3 clusters Score -4682793 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -4682788.500000 Penalty: 4985.746094
	Iteration 71Q: 3 clusters Score -4682788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -4682788.500000 Penalty: 4985.746094
	Iteration 72Q: 3 clusters Score -4682788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4682798.000000 Penalty: 4985.746094
	Iteration 73Q: 3 clusters Score -4682798 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -4682800.500000 Penalty: 4985.746094
	Iteration 74Q: 3 clusters Score -4682800 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 18976 members 
Entering Unmasked Estep 
Score: -4682798.000000 Penalty: 4985.746094
	Iteration 75Q: 3 clusters Score -4682798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -4682797.500000 Penalty: 4985.746094
	Iteration 76Q: 3 clusters Score -4682798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4682808.500000 Penalty: 4985.746094
	Iteration 77Q: 3 clusters Score -4682808 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4208 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -4682798.000000 Penalty: 4985.746094
	Iteration 78Q: 3 clusters Score -4682798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -4682805.000000 Penalty: 4985.746094
	Iteration 79Q: 3 clusters Score -4682805 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 19002 members 
Entering Unmasked Estep 
Score: -4682805.000000 Penalty: 4985.746094
	Iteration 80F: 3 clusters Score -4682805 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 19006 members 
Entering Unmasked Estep 
Score: -4682798.000000 Penalty: 4985.746094
	Iteration 81Q: 3 clusters Score -4682798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -4682801.500000 Penalty: 4985.746094
	Iteration 82Q: 3 clusters Score -4682802 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 19016 members 
Entering Unmasked Estep 
Score: -4682794.500000 Penalty: 4985.746094
	Iteration 83Q: 3 clusters Score -4682794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 19021 members 
Entering Unmasked Estep 
Score: -4682794.500000 Penalty: 4985.746094
	Iteration 84Q: 3 clusters Score -4682794 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4173 members 
Mstep: Class 2 contains 19027 members 
Entering Unmasked Estep 
Score: -4682794.500000 Penalty: 4985.746094
	Iteration 85Q: 3 clusters Score -4682794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4682792.000000 Penalty: 4985.746094
	Iteration 86Q: 3 clusters Score -4682792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -4682790.500000 Penalty: 4985.746094
	Iteration 87Q: 3 clusters Score -4682790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4682790.500000 Penalty: 4985.746094
	Iteration 88Q: 3 clusters Score -4682790 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -4682790.500000 Penalty: 4985.746094
	Iteration 89F: 3 clusters Score -4682790 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31875 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Entering Unmasked Estep 
Score: -6073589.000000 Penalty: 2571.655273
	Iteration 0F: 2 clusters Score -6073589 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15781 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -6052190.000000 Penalty: 5143.310547
	Iteration 0F: 3 clusters Score -6052190 nChanged 14409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 17159 members 
Entering Unmasked Estep 
Score: -6059913.500000 Penalty: 5143.310547
	Iteration 1F: 3 clusters Score -6059914 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 17793 members 
Entering Unmasked Estep 
Score: -6060515.500000 Penalty: 5143.310547
	Iteration 2Q: 3 clusters Score -6060516 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13179 members 
Mstep: Class 2 contains 18696 members 
Entering Unmasked Estep 
Score: -6061395.000000 Penalty: 5143.310547
	Iteration 3F: 3 clusters Score -6061395 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -6062650.000000 Penalty: 5143.310547
	Iteration 4F: 3 clusters Score -6062650 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -6064477.500000 Penalty: 5143.310547
	Iteration 5F: 3 clusters Score -6064478 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -6066683.000000 Penalty: 5143.310547
	Iteration 6F: 3 clusters Score -6066683 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -6069065.000000 Penalty: 5143.310547
	Iteration 7F: 3 clusters Score -6069065 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -6071109.500000 Penalty: 5143.310547
	Iteration 8F: 3 clusters Score -6071110 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5239 members 
Mstep: Class 2 contains 26636 members 
Entering Unmasked Estep 
Score: -6071855.000000 Penalty: 5143.310547
	Iteration 9Q: 3 clusters Score -6071855 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5106 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -6072048.000000 Penalty: 5143.310547
	Iteration 10Q: 3 clusters Score -6072048 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -6072107.000000 Penalty: 5143.310547
	Iteration 11Q: 3 clusters Score -6072107 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4943 members 
Mstep: Class 2 contains 26932 members 
Entering Unmasked Estep 
Score: -6072128.000000 Penalty: 5143.310547
	Iteration 12Q: 3 clusters Score -6072128 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -6072158.500000 Penalty: 5143.310547
	Iteration 13Q: 3 clusters Score -6072158 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -6072157.000000 Penalty: 5143.310547
	Iteration 14Q: 3 clusters Score -6072157 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 27079 members 
Entering Unmasked Estep 
Score: -6072184.000000 Penalty: 5143.310547
	Iteration 15Q: 3 clusters Score -6072184 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -6072192.000000 Penalty: 5143.310547
	Iteration 16Q: 3 clusters Score -6072192 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -6072215.500000 Penalty: 5143.310547
	Iteration 17Q: 3 clusters Score -6072216 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -6072193.000000 Penalty: 5143.310547
	Iteration 18Q: 3 clusters Score -6072193 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4691 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -6072202.000000 Penalty: 5143.310547
	Iteration 19Q: 3 clusters Score -6072202 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4680 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -6072208.500000 Penalty: 5143.310547
	Iteration 20F: 3 clusters Score -6072208 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -6072210.000000 Penalty: 5143.310547
	Iteration 21Q: 3 clusters Score -6072210 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4646 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -6072211.500000 Penalty: 5143.310547
	Iteration 22Q: 3 clusters Score -6072212 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4633 members 
Mstep: Class 2 contains 27242 members 
Entering Unmasked Estep 
Score: -6072215.000000 Penalty: 5143.310547
	Iteration 23Q: 3 clusters Score -6072215 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 27252 members 
Entering Unmasked Estep 
Score: -6072201.000000 Penalty: 5143.310547
	Iteration 24Q: 3 clusters Score -6072201 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 27260 members 
Entering Unmasked Estep 
Score: -6072206.000000 Penalty: 5143.310547
	Iteration 25Q: 3 clusters Score -6072206 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4611 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -6072212.500000 Penalty: 5143.310547
	Iteration 26Q: 3 clusters Score -6072212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 27269 members 
Entering Unmasked Estep 
Score: -6072216.500000 Penalty: 5143.310547
	Iteration 27Q: 3 clusters Score -6072216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4600 members 
Mstep: Class 2 contains 27275 members 
Entering Unmasked Estep 
Score: -6072219.500000 Penalty: 5143.310547
	Iteration 28Q: 3 clusters Score -6072220 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4595 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
Score: -6072225.000000 Penalty: 5143.310547
	Iteration 29Q: 3 clusters Score -6072225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 27282 members 
Entering Unmasked Estep 
Score: -6072223.500000 Penalty: 5143.310547
	Iteration 30Q: 3 clusters Score -6072224 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4591 members 
Mstep: Class 2 contains 27284 members 
Entering Unmasked Estep 
Score: -6072225.500000 Penalty: 5143.310547
	Iteration 31Q: 3 clusters Score -6072226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 27286 members 
Entering Unmasked Estep 
Score: -6072217.500000 Penalty: 5143.310547
	Iteration 32Q: 3 clusters Score -6072218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -6072212.500000 Penalty: 5143.310547
	Iteration 33Q: 3 clusters Score -6072212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 27293 members 
Entering Unmasked Estep 
Score: -6072219.000000 Penalty: 5143.310547
	Iteration 34Q: 3 clusters Score -6072219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4578 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -6072222.500000 Penalty: 5143.310547
	Iteration 35Q: 3 clusters Score -6072222 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 27300 members 
Entering Unmasked Estep 
Score: -6072222.500000 Penalty: 5143.310547
	Iteration 36Q: 3 clusters Score -6072222 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -6072223.000000 Penalty: 5143.310547
	Iteration 37Q: 3 clusters Score -6072223 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -6072223.000000 Penalty: 5143.310547
	Iteration 38F: 3 clusters Score -6072223 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (19577 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Entering Unmasked Estep 
Score: -3615193.500000 Penalty: 2450.763428
	Iteration 0F: 2 clusters Score -3615194 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9762 members 
Mstep: Class 2 contains 9815 members 
Entering Unmasked Estep 
Score: -3601381.250000 Penalty: 4901.526855
	Iteration 0F: 3 clusters Score -3601381 nChanged 8670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9898 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3606214.000000 Penalty: 4901.526855
	Iteration 1F: 3 clusters Score -3606214 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 9449 members 
Entering Unmasked Estep 
Score: -3606872.000000 Penalty: 4901.526855
	Iteration 2F: 3 clusters Score -3606872 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3607408.250000 Penalty: 4901.526855
	Iteration 3F: 3 clusters Score -3607408 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 8639 members 
Entering Unmasked Estep 
Score: -3607981.500000 Penalty: 4901.526855
	Iteration 4F: 3 clusters Score -3607982 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -3608587.250000 Penalty: 4901.526855
	Iteration 5F: 3 clusters Score -3608587 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 7106 members 
Entering Unmasked Estep 
Score: -3609272.750000 Penalty: 4901.526855
	Iteration 6F: 3 clusters Score -3609273 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 6224 members 
Entering Unmasked Estep 
Score: -3609910.500000 Penalty: 4901.526855
	Iteration 7F: 3 clusters Score -3609910 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3610590.500000 Penalty: 4901.526855
	Iteration 8F: 3 clusters Score -3610590 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15173 members 
Mstep: Class 2 contains 4404 members 
Entering Unmasked Estep 
Score: -3611264.750000 Penalty: 4901.526855
	Iteration 9F: 3 clusters Score -3611265 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16001 members 
Mstep: Class 2 contains 3576 members 
Entering Unmasked Estep 
Score: -3611854.500000 Penalty: 4901.526855
	Iteration 10Q: 3 clusters Score -3611854 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -3612355.000000 Penalty: 4901.526855
	Iteration 11Q: 3 clusters Score -3612355 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -3612780.500000 Penalty: 4901.526855
	Iteration 12Q: 3 clusters Score -3612780 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -3613102.500000 Penalty: 4901.526855
	Iteration 13Q: 3 clusters Score -3613102 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18104 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -3613315.000000 Penalty: 4901.526855
	Iteration 14Q: 3 clusters Score -3613315 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18334 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3613466.000000 Penalty: 4901.526855
	Iteration 15Q: 3 clusters Score -3613466 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18510 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3613562.750000 Penalty: 4901.526855
	Iteration 16Q: 3 clusters Score -3613563 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3613620.750000 Penalty: 4901.526855
	Iteration 17Q: 3 clusters Score -3613621 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -3613650.500000 Penalty: 4901.526855
	Iteration 18Q: 3 clusters Score -3613650 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3613673.500000 Penalty: 4901.526855
	Iteration 19Q: 3 clusters Score -3613674 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -3613691.250000 Penalty: 4901.526855
	Iteration 20F: 3 clusters Score -3613691 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -3613710.000000 Penalty: 4901.526855
	Iteration 21Q: 3 clusters Score -3613710 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3613732.500000 Penalty: 4901.526855
	Iteration 22Q: 3 clusters Score -3613732 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18870 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3613741.500000 Penalty: 4901.526855
	Iteration 23Q: 3 clusters Score -3613742 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18884 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -3613755.500000 Penalty: 4901.526855
	Iteration 24Q: 3 clusters Score -3613756 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18892 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3613755.250000 Penalty: 4901.526855
	Iteration 25Q: 3 clusters Score -3613755 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18898 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -3613757.500000 Penalty: 4901.526855
	Iteration 26Q: 3 clusters Score -3613758 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18904 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -3613767.000000 Penalty: 4901.526855
	Iteration 27Q: 3 clusters Score -3613767 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18907 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3613766.500000 Penalty: 4901.526855
	Iteration 28Q: 3 clusters Score -3613766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18912 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3613769.250000 Penalty: 4901.526855
	Iteration 29Q: 3 clusters Score -3613769 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18920 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3613770.250000 Penalty: 4901.526855
	Iteration 30Q: 3 clusters Score -3613770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3613771.250000 Penalty: 4901.526855
	Iteration 31Q: 3 clusters Score -3613771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3613775.500000 Penalty: 4901.526855
	Iteration 32Q: 3 clusters Score -3613776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18924 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3613773.500000 Penalty: 4901.526855
	Iteration 33Q: 3 clusters Score -3613774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3613770.500000 Penalty: 4901.526855
	Iteration 34Q: 3 clusters Score -3613770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18927 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3613776.250000 Penalty: 4901.526855
	Iteration 35Q: 3 clusters Score -3613776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3613773.000000 Penalty: 4901.526855
	Iteration 36Q: 3 clusters Score -3613773 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -3613778.000000 Penalty: 4901.526855
	Iteration 37Q: 3 clusters Score -3613778 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3613776.250000 Penalty: 4901.526855
	Iteration 38Q: 3 clusters Score -3613776 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18931 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3613773.750000 Penalty: 4901.526855
	Iteration 39Q: 3 clusters Score -3613774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -3613777.250000 Penalty: 4901.526855
	Iteration 40F: 3 clusters Score -3613777 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31488 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31488 members 
Entering Unmasked Estep 
Score: -5990984.000000 Penalty: 2568.625732
	Iteration 0F: 2 clusters Score -5990984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15701 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -5970005.000000 Penalty: 5137.251465
	Iteration 0F: 3 clusters Score -5970005 nChanged 14032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 16193 members 
Entering Unmasked Estep 
Score: -5977568.000000 Penalty: 5137.251465
	Iteration 1F: 3 clusters Score -5977568 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -5977926.500000 Penalty: 5137.251465
	Iteration 2Q: 3 clusters Score -5977926 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 16845 members 
Entering Unmasked Estep 
Score: -5978257.500000 Penalty: 5137.251465
	Iteration 3Q: 3 clusters Score -5978258 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
Score: -5978565.000000 Penalty: 5137.251465
	Iteration 4Q: 3 clusters Score -5978565 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5978865.000000 Penalty: 5137.251465
	Iteration 5Q: 3 clusters Score -5978865 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12504 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -5979261.000000 Penalty: 5137.251465
	Iteration 6Q: 3 clusters Score -5979261 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -5979866.500000 Penalty: 5137.251465
	Iteration 7Q: 3 clusters Score -5979866 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9626 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -5980741.500000 Penalty: 5137.251465
	Iteration 8F: 3 clusters Score -5980742 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7553 members 
Mstep: Class 2 contains 23935 members 
Entering Unmasked Estep 
Score: -5982178.000000 Penalty: 5137.251465
	Iteration 9F: 3 clusters Score -5982178 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -5984088.500000 Penalty: 5137.251465
	Iteration 10F: 3 clusters Score -5984088 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 28517 members 
Entering Unmasked Estep 
Score: -5986045.500000 Penalty: 5137.251465
	Iteration 11F: 3 clusters Score -5986046 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -5987458.000000 Penalty: 5137.251465
	Iteration 12Q: 3 clusters Score -5987458 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 30786 members 
Entering Unmasked Estep 
Score: -5988095.000000 Penalty: 5137.251465
	Iteration 13Q: 3 clusters Score -5988095 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 31064 members 
Entering Unmasked Estep 
Score: -5988366.000000 Penalty: 5137.251465
	Iteration 14Q: 3 clusters Score -5988366 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 31157 members 
Entering Unmasked Estep 
Score: -5988497.000000 Penalty: 5137.251465
	Iteration 15Q: 3 clusters Score -5988497 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 31201 members 
Entering Unmasked Estep 
Score: -5988561.000000 Penalty: 5137.251465
	Iteration 16Q: 3 clusters Score -5988561 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 31231 members 
Entering Unmasked Estep 
Score: -5988611.500000 Penalty: 5137.251465
	Iteration 17Q: 3 clusters Score -5988612 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 31250 members 
Entering Unmasked Estep 
Score: -5988637.500000 Penalty: 5137.251465
	Iteration 18Q: 3 clusters Score -5988638 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 31256 members 
Entering Unmasked Estep 
Score: -5988654.500000 Penalty: 5137.251465
	Iteration 19Q: 3 clusters Score -5988654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 31259 members 
Entering Unmasked Estep 
Score: -5988678.500000 Penalty: 5137.251465
	Iteration 20F: 3 clusters Score -5988678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -5988691.500000 Penalty: 5137.251465
	Iteration 21Q: 3 clusters Score -5988692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 31266 members 
Entering Unmasked Estep 
Score: -5988701.500000 Penalty: 5137.251465
	Iteration 22Q: 3 clusters Score -5988702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -5988703.500000 Penalty: 5137.251465
	Iteration 23Q: 3 clusters Score -5988704 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 31267 members 
Entering Unmasked Estep 
Score: -5988715.500000 Penalty: 5137.251465
	Iteration 24Q: 3 clusters Score -5988716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 31270 members 
Entering Unmasked Estep 
Score: -5988717.000000 Penalty: 5137.251465
	Iteration 25Q: 3 clusters Score -5988717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -5988716.500000 Penalty: 5137.251465
	Iteration 26Q: 3 clusters Score -5988716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 31271 members 
Entering Unmasked Estep 
Score: -5988716.500000 Penalty: 5137.251465
	Iteration 27F: 3 clusters Score -5988716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (7232 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7232 members 
Entering Unmasked Estep 
Score: -1382825.250000 Penalty: 2203.795166
	Iteration 0F: 2 clusters Score -1382825 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1376827.875000 Penalty: 4407.590332
	Iteration 0F: 3 clusters Score -1376828 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3829 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1378419.875000 Penalty: 4407.590332
	Iteration 1F: 3 clusters Score -1378420 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -1378629.500000 Penalty: 4407.590332
	Iteration 2F: 3 clusters Score -1378630 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -1378763.625000 Penalty: 4407.590332
	Iteration 3Q: 3 clusters Score -1378764 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -1378865.625000 Penalty: 4407.590332
	Iteration 4Q: 3 clusters Score -1378866 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -1378945.500000 Penalty: 4407.590332
	Iteration 5Q: 3 clusters Score -1378946 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -1379004.750000 Penalty: 4407.590332
	Iteration 6Q: 3 clusters Score -1379005 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -1379064.750000 Penalty: 4407.590332
	Iteration 7Q: 3 clusters Score -1379065 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1379135.500000 Penalty: 4407.590332
	Iteration 8Q: 3 clusters Score -1379136 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -1379199.500000 Penalty: 4407.590332
	Iteration 9Q: 3 clusters Score -1379200 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4623 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -1379255.125000 Penalty: 4407.590332
	Iteration 10Q: 3 clusters Score -1379255 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -1379305.500000 Penalty: 4407.590332
	Iteration 11Q: 3 clusters Score -1379306 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1379378.875000 Penalty: 4407.590332
	Iteration 12Q: 3 clusters Score -1379379 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5035 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -1379472.125000 Penalty: 4407.590332
	Iteration 13Q: 3 clusters Score -1379472 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1379557.500000 Penalty: 4407.590332
	Iteration 14Q: 3 clusters Score -1379558 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5356 members 
Mstep: Class 2 contains 1876 members 
Entering Unmasked Estep 
Score: -1379656.000000 Penalty: 4407.590332
	Iteration 15Q: 3 clusters Score -1379656 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -1379770.875000 Penalty: 4407.590332
	Iteration 16Q: 3 clusters Score -1379771 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -1379910.875000 Penalty: 4407.590332
	Iteration 17Q: 3 clusters Score -1379911 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1380047.875000 Penalty: 4407.590332
	Iteration 18Q: 3 clusters Score -1380048 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6051 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -1380161.375000 Penalty: 4407.590332
	Iteration 19Q: 3 clusters Score -1380161 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -1380270.625000 Penalty: 4407.590332
	Iteration 20F: 3 clusters Score -1380271 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -1380375.500000 Penalty: 4407.590332
	Iteration 21Q: 3 clusters Score -1380376 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6417 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -1380467.875000 Penalty: 4407.590332
	Iteration 22Q: 3 clusters Score -1380468 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6507 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -1380550.750000 Penalty: 4407.590332
	Iteration 23Q: 3 clusters Score -1380551 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6570 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1380613.125000 Penalty: 4407.590332
	Iteration 24Q: 3 clusters Score -1380613 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6628 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -1380663.250000 Penalty: 4407.590332
	Iteration 25Q: 3 clusters Score -1380663 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -1380703.375000 Penalty: 4407.590332
	Iteration 26Q: 3 clusters Score -1380703 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1380732.000000 Penalty: 4407.590332
	Iteration 27Q: 3 clusters Score -1380732 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -1380756.125000 Penalty: 4407.590332
	Iteration 28Q: 3 clusters Score -1380756 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6752 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -1380770.875000 Penalty: 4407.590332
	Iteration 29Q: 3 clusters Score -1380771 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6769 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -1380787.000000 Penalty: 4407.590332
	Iteration 30Q: 3 clusters Score -1380787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -1380797.875000 Penalty: 4407.590332
	Iteration 31Q: 3 clusters Score -1380798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6785 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -1380804.750000 Penalty: 4407.590332
	Iteration 32Q: 3 clusters Score -1380805 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1380807.125000 Penalty: 4407.590332
	Iteration 33Q: 3 clusters Score -1380807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -1380808.000000 Penalty: 4407.590332
	Iteration 34Q: 3 clusters Score -1380808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6793 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -1380807.625000 Penalty: 4407.590332
	Iteration 35Q: 3 clusters Score -1380808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6794 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -1380808.875000 Penalty: 4407.590332
	Iteration 36Q: 3 clusters Score -1380809 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -1380809.125000 Penalty: 4407.590332
	Iteration 37Q: 3 clusters Score -1380809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1380810.500000 Penalty: 4407.590332
	Iteration 38Q: 3 clusters Score -1380810 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6797 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -1380810.500000 Penalty: 4407.590332
	Iteration 39F: 3 clusters Score -1380810 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -31620.642578 Penalty: 1329.600464
	Iteration 0F: 2 clusters Score -31620.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -30491.109375 Penalty: 2659.200928
	Iteration 0F: 3 clusters Score -30491.11 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30579.837891 Penalty: 2659.200928
	Iteration 1F: 3 clusters Score -30579.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30632.371094 Penalty: 2659.200928
	Iteration 2Q: 3 clusters Score -30632.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30641.640625 Penalty: 2659.200928
	Iteration 3Q: 3 clusters Score -30641.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30655.503906 Penalty: 2659.200928
	Iteration 4Q: 3 clusters Score -30655.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30665.490234 Penalty: 2659.200928
	Iteration 5Q: 3 clusters Score -30665.49 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30668.935547 Penalty: 2659.200928
	Iteration 6Q: 3 clusters Score -30668.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30668.935547 Penalty: 2659.200928
	Iteration 7F: 3 clusters Score -30668.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47190 members 
Entering Unmasked Estep 
Score: -9110196.000000 Penalty: 2668.960449
	Iteration 0F: 2 clusters Score -9110196 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -9084351.000000 Penalty: 5337.920898
	Iteration 0F: 3 clusters Score -9084351 nChanged 21707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -9096125.000000 Penalty: 5337.920898
	Iteration 1F: 3 clusters Score -9096125 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -9096523.000000 Penalty: 5337.920898
	Iteration 2Q: 3 clusters Score -9096523 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24583 members 
Mstep: Class 2 contains 22607 members 
Entering Unmasked Estep 
Score: -9096808.000000 Penalty: 5337.920898
	Iteration 3Q: 3 clusters Score -9096808 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24969 members 
Mstep: Class 2 contains 22221 members 
Entering Unmasked Estep 
Score: -9097122.000000 Penalty: 5337.920898
	Iteration 4Q: 3 clusters Score -9097122 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25486 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -9097500.000000 Penalty: 5337.920898
	Iteration 5Q: 3 clusters Score -9097500 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -9097828.000000 Penalty: 5337.920898
	Iteration 6Q: 3 clusters Score -9097828 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26969 members 
Mstep: Class 2 contains 20221 members 
Entering Unmasked Estep 
Score: -9098382.000000 Penalty: 5337.920898
	Iteration 7Q: 3 clusters Score -9098382 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -9099033.000000 Penalty: 5337.920898
	Iteration 8Q: 3 clusters Score -9099033 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 17791 members 
Entering Unmasked Estep 
Score: -9099913.000000 Penalty: 5337.920898
	Iteration 9Q: 3 clusters Score -9099913 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 16455 members 
Entering Unmasked Estep 
Score: -9101064.000000 Penalty: 5337.920898
	Iteration 10Q: 3 clusters Score -9101064 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31962 members 
Mstep: Class 2 contains 15228 members 
Entering Unmasked Estep 
Score: -9102446.000000 Penalty: 5337.920898
	Iteration 11F: 3 clusters Score -9102446 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32857 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -9103912.000000 Penalty: 5337.920898
	Iteration 12F: 3 clusters Score -9103912 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 13927 members 
Entering Unmasked Estep 
Score: -9104930.000000 Penalty: 5337.920898
	Iteration 13Q: 3 clusters Score -9104930 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 13861 members 
Entering Unmasked Estep 
Score: -9105495.000000 Penalty: 5337.920898
	Iteration 14Q: 3 clusters Score -9105495 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33270 members 
Mstep: Class 2 contains 13920 members 
Entering Unmasked Estep 
Score: -9105802.000000 Penalty: 5337.920898
	Iteration 15Q: 3 clusters Score -9105802 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 14016 members 
Entering Unmasked Estep 
Score: -9105977.000000 Penalty: 5337.920898
	Iteration 16Q: 3 clusters Score -9105977 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33055 members 
Mstep: Class 2 contains 14135 members 
Entering Unmasked Estep 
Score: -9106149.000000 Penalty: 5337.920898
	Iteration 17Q: 3 clusters Score -9106149 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 14298 members 
Entering Unmasked Estep 
Score: -9106339.000000 Penalty: 5337.920898
	Iteration 18Q: 3 clusters Score -9106339 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32709 members 
Mstep: Class 2 contains 14481 members 
Entering Unmasked Estep 
Score: -9106605.000000 Penalty: 5337.920898
	Iteration 19Q: 3 clusters Score -9106605 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32477 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -9106847.000000 Penalty: 5337.920898
	Iteration 20F: 3 clusters Score -9106847 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32190 members 
Mstep: Class 2 contains 15000 members 
Entering Unmasked Estep 
Score: -9107058.000000 Penalty: 5337.920898
	Iteration 21Q: 3 clusters Score -9107058 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31878 members 
Mstep: Class 2 contains 15312 members 
Entering Unmasked Estep 
Score: -9107331.000000 Penalty: 5337.920898
	Iteration 22Q: 3 clusters Score -9107331 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -9107670.000000 Penalty: 5337.920898
	Iteration 23Q: 3 clusters Score -9107670 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -9107956.000000 Penalty: 5337.920898
	Iteration 24Q: 3 clusters Score -9107956 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 16445 members 
Entering Unmasked Estep 
Score: -9108309.000000 Penalty: 5337.920898
	Iteration 25Q: 3 clusters Score -9108309 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -9108695.000000 Penalty: 5337.920898
	Iteration 26Q: 3 clusters Score -9108695 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30018 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -9109077.000000 Penalty: 5337.920898
	Iteration 27Q: 3 clusters Score -9109077 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29730 members 
Mstep: Class 2 contains 17460 members 
Entering Unmasked Estep 
Score: -9109385.000000 Penalty: 5337.920898
	Iteration 28Q: 3 clusters Score -9109385 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29466 members 
Mstep: Class 2 contains 17724 members 
Entering Unmasked Estep 
Score: -9109669.000000 Penalty: 5337.920898
	Iteration 29Q: 3 clusters Score -9109669 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29234 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -9109900.000000 Penalty: 5337.920898
	Iteration 30Q: 3 clusters Score -9109900 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29025 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -9110110.000000 Penalty: 5337.920898
	Iteration 31Q: 3 clusters Score -9110110 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -9110233.000000 Penalty: 5337.920898
	Iteration 32Q: 3 clusters Score -9110233 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28780 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -9110309.000000 Penalty: 5337.920898
	Iteration 33Q: 3 clusters Score -9110309 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 18462 members 
Entering Unmasked Estep 
Score: -9110407.000000 Penalty: 5337.920898
	Iteration 34Q: 3 clusters Score -9110407 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -9110493.000000 Penalty: 5337.920898
	Iteration 35Q: 3 clusters Score -9110493 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 18489 members 
Entering Unmasked Estep 
Score: -9110545.000000 Penalty: 5337.920898
	Iteration 36Q: 3 clusters Score -9110545 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Mstep: Class 2 contains 18473 members 
Entering Unmasked Estep 
Score: -9110599.000000 Penalty: 5337.920898
	Iteration 37Q: 3 clusters Score -9110599 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 18453 members 
Entering Unmasked Estep 
Score: -9110661.000000 Penalty: 5337.920898
	Iteration 38Q: 3 clusters Score -9110661 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28787 members 
Mstep: Class 2 contains 18403 members 
Entering Unmasked Estep 
Score: -9110684.000000 Penalty: 5337.920898
	Iteration 39Q: 3 clusters Score -9110684 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28807 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -9110823.000000 Penalty: 5337.920898
	Iteration 40F: 3 clusters Score -9110823 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 18467 members 
Entering Unmasked Estep 
Score: -9110915.000000 Penalty: 5337.920898
	Iteration 41Q: 3 clusters Score -9110915 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28690 members 
Mstep: Class 2 contains 18500 members 
Entering Unmasked Estep 
Score: -9111020.000000 Penalty: 5337.920898
	Iteration 42Q: 3 clusters Score -9111020 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 18517 members 
Entering Unmasked Estep 
Score: -9111050.000000 Penalty: 5337.920898
	Iteration 43Q: 3 clusters Score -9111050 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 18530 members 
Entering Unmasked Estep 
Score: -9111097.000000 Penalty: 5337.920898
	Iteration 44Q: 3 clusters Score -9111097 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 18514 members 
Entering Unmasked Estep 
Score: -9111131.000000 Penalty: 5337.920898
	Iteration 45Q: 3 clusters Score -9111131 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28702 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
Score: -9111146.000000 Penalty: 5337.920898
	Iteration 46Q: 3 clusters Score -9111146 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28745 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
Score: -9111193.000000 Penalty: 5337.920898
	Iteration 47Q: 3 clusters Score -9111193 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 18392 members 
Entering Unmasked Estep 
Score: -9111226.000000 Penalty: 5337.920898
	Iteration 48Q: 3 clusters Score -9111226 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28865 members 
Mstep: Class 2 contains 18325 members 
Entering Unmasked Estep 
Score: -9111252.000000 Penalty: 5337.920898
	Iteration 49Q: 3 clusters Score -9111252 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28931 members 
Mstep: Class 2 contains 18259 members 
Entering Unmasked Estep 
Score: -9111293.000000 Penalty: 5337.920898
	Iteration 50Q: 3 clusters Score -9111293 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28985 members 
Mstep: Class 2 contains 18205 members 
Entering Unmasked Estep 
Score: -9111309.000000 Penalty: 5337.920898
	Iteration 51Q: 3 clusters Score -9111309 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29044 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -9111296.000000 Penalty: 5337.920898
	Iteration 52Q: 3 clusters Score -9111296 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29103 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -9111330.000000 Penalty: 5337.920898
	Iteration 53Q: 3 clusters Score -9111330 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29174 members 
Mstep: Class 2 contains 18016 members 
Entering Unmasked Estep 
Score: -9111352.000000 Penalty: 5337.920898
	Iteration 54Q: 3 clusters Score -9111352 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29247 members 
Mstep: Class 2 contains 17943 members 
Entering Unmasked Estep 
Score: -9111384.000000 Penalty: 5337.920898
	Iteration 55Q: 3 clusters Score -9111384 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29327 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -9111417.000000 Penalty: 5337.920898
	Iteration 56Q: 3 clusters Score -9111417 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 17779 members 
Entering Unmasked Estep 
Score: -9111447.000000 Penalty: 5337.920898
	Iteration 57Q: 3 clusters Score -9111447 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -9111477.000000 Penalty: 5337.920898
	Iteration 58Q: 3 clusters Score -9111477 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 17568 members 
Entering Unmasked Estep 
Score: -9111470.000000 Penalty: 5337.920898
	Iteration 59Q: 3 clusters Score -9111470 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29725 members 
Mstep: Class 2 contains 17465 members 
Entering Unmasked Estep 
Score: -9111477.000000 Penalty: 5337.920898
	Iteration 60F: 3 clusters Score -9111477 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -9111487.000000 Penalty: 5337.920898
	Iteration 61Q: 3 clusters Score -9111487 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29901 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -9111520.000000 Penalty: 5337.920898
	Iteration 62Q: 3 clusters Score -9111520 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29979 members 
Mstep: Class 2 contains 17211 members 
Entering Unmasked Estep 
Score: -9111520.000000 Penalty: 5337.920898
	Iteration 63Q: 3 clusters Score -9111520 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30068 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -9111523.000000 Penalty: 5337.920898
	Iteration 64Q: 3 clusters Score -9111523 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -9111546.000000 Penalty: 5337.920898
	Iteration 65Q: 3 clusters Score -9111546 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30214 members 
Mstep: Class 2 contains 16976 members 
Entering Unmasked Estep 
Score: -9111561.000000 Penalty: 5337.920898
	Iteration 66Q: 3 clusters Score -9111561 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
Score: -9111564.000000 Penalty: 5337.920898
	Iteration 67Q: 3 clusters Score -9111564 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30364 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -9111575.000000 Penalty: 5337.920898
	Iteration 68Q: 3 clusters Score -9111575 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -9111592.000000 Penalty: 5337.920898
	Iteration 69Q: 3 clusters Score -9111592 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 16673 members 
Entering Unmasked Estep 
Score: -9111598.000000 Penalty: 5337.920898
	Iteration 70Q: 3 clusters Score -9111598 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30578 members 
Mstep: Class 2 contains 16612 members 
Entering Unmasked Estep 
Score: -9111602.000000 Penalty: 5337.920898
	Iteration 71Q: 3 clusters Score -9111602 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 16537 members 
Entering Unmasked Estep 
Score: -9111618.000000 Penalty: 5337.920898
	Iteration 72Q: 3 clusters Score -9111618 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30727 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -9111607.000000 Penalty: 5337.920898
	Iteration 73Q: 3 clusters Score -9111607 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30792 members 
Mstep: Class 2 contains 16398 members 
Entering Unmasked Estep 
Score: -9111603.000000 Penalty: 5337.920898
	Iteration 74Q: 3 clusters Score -9111603 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30854 members 
Mstep: Class 2 contains 16336 members 
Entering Unmasked Estep 
Score: -9111607.000000 Penalty: 5337.920898
	Iteration 75Q: 3 clusters Score -9111607 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30907 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -9111608.000000 Penalty: 5337.920898
	Iteration 76Q: 3 clusters Score -9111608 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 16234 members 
Entering Unmasked Estep 
Score: -9111622.000000 Penalty: 5337.920898
	Iteration 77Q: 3 clusters Score -9111622 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30992 members 
Mstep: Class 2 contains 16198 members 
Entering Unmasked Estep 
Score: -9111639.000000 Penalty: 5337.920898
	Iteration 78Q: 3 clusters Score -9111639 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31030 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -9111610.000000 Penalty: 5337.920898
	Iteration 79Q: 3 clusters Score -9111610 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -9111601.000000 Penalty: 5337.920898
	Iteration 80F: 3 clusters Score -9111601 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 16121 members 
Entering Unmasked Estep 
Score: -9111612.000000 Penalty: 5337.920898
	Iteration 81Q: 3 clusters Score -9111612 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 16089 members 
Entering Unmasked Estep 
Score: -9111619.000000 Penalty: 5337.920898
	Iteration 82Q: 3 clusters Score -9111619 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31132 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -9111624.000000 Penalty: 5337.920898
	Iteration 83Q: 3 clusters Score -9111624 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -9111621.000000 Penalty: 5337.920898
	Iteration 84Q: 3 clusters Score -9111621 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 16004 members 
Entering Unmasked Estep 
Score: -9111629.000000 Penalty: 5337.920898
	Iteration 85Q: 3 clusters Score -9111629 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31210 members 
Mstep: Class 2 contains 15980 members 
Entering Unmasked Estep 
Score: -9111626.000000 Penalty: 5337.920898
	Iteration 86Q: 3 clusters Score -9111626 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31229 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -9111645.000000 Penalty: 5337.920898
	Iteration 87Q: 3 clusters Score -9111645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31260 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -9111643.000000 Penalty: 5337.920898
	Iteration 88Q: 3 clusters Score -9111643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31298 members 
Mstep: Class 2 contains 15892 members 
Entering Unmasked Estep 
Score: -9111629.000000 Penalty: 5337.920898
	Iteration 89Q: 3 clusters Score -9111629 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -9111633.000000 Penalty: 5337.920898
	Iteration 90Q: 3 clusters Score -9111633 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31383 members 
Mstep: Class 2 contains 15807 members 
Entering Unmasked Estep 
Score: -9111639.000000 Penalty: 5337.920898
	Iteration 91Q: 3 clusters Score -9111639 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31426 members 
Mstep: Class 2 contains 15764 members 
Entering Unmasked Estep 
Score: -9111632.000000 Penalty: 5337.920898
	Iteration 92Q: 3 clusters Score -9111632 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -9111635.000000 Penalty: 5337.920898
	Iteration 93Q: 3 clusters Score -9111635 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -9111628.000000 Penalty: 5337.920898
	Iteration 94Q: 3 clusters Score -9111628 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31546 members 
Mstep: Class 2 contains 15644 members 
Entering Unmasked Estep 
Score: -9111629.000000 Penalty: 5337.920898
	Iteration 95Q: 3 clusters Score -9111629 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -9111616.000000 Penalty: 5337.920898
	Iteration 96Q: 3 clusters Score -9111616 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -9111608.000000 Penalty: 5337.920898
	Iteration 97Q: 3 clusters Score -9111608 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -9111608.000000 Penalty: 5337.920898
	Iteration 98Q: 3 clusters Score -9111608 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31697 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -9111613.000000 Penalty: 5337.920898
	Iteration 99Q: 3 clusters Score -9111613 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 15470 members 
Entering Unmasked Estep 
Score: -9111618.000000 Penalty: 5337.920898
	Iteration 100F: 3 clusters Score -9111618 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -9111631.000000 Penalty: 5337.920898
	Iteration 101Q: 3 clusters Score -9111631 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -9111621.000000 Penalty: 5337.920898
	Iteration 102Q: 3 clusters Score -9111621 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 15421 members 
Entering Unmasked Estep 
Score: -9111624.000000 Penalty: 5337.920898
	Iteration 103Q: 3 clusters Score -9111624 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -9111618.000000 Penalty: 5337.920898
	Iteration 104Q: 3 clusters Score -9111618 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31793 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
Score: -9111619.000000 Penalty: 5337.920898
	Iteration 105Q: 3 clusters Score -9111619 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 15387 members 
Entering Unmasked Estep 
Score: -9111615.000000 Penalty: 5337.920898
	Iteration 106Q: 3 clusters Score -9111615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -9111619.000000 Penalty: 5337.920898
	Iteration 107Q: 3 clusters Score -9111619 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -9111618.000000 Penalty: 5337.920898
	Iteration 108Q: 3 clusters Score -9111618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 15385 members 
Entering Unmasked Estep 
Score: -9111618.000000 Penalty: 5337.920898
	Iteration 109F: 3 clusters Score -9111618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 28323 members 
Mstep: Class 3 contains 45792 members 
Mstep: Class 4 contains 3719 members 
Mstep: Class 5 contains 34712 members 
Mstep: Class 6 contains 34777 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46651 members 
Mstep: Class 9 contains 7964 members 
Mstep: Class 10 contains 26354 members 
Mstep: Class 11 contains 51017 members 
Mstep: Class 12 contains 69517 members 
Mstep: Class 13 contains 51791 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 29496 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45370 members 
Mstep: Class 18 contains 46189 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 31875 members 
Mstep: Class 23 contains 19577 members 
Mstep: Class 24 contains 31488 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 31805 members 
Mstep: Class 28 contains 22786 members 
Mstep: Class 29 contains 27500 members 
Mstep: Class 30 contains 58071 members 
Mstep: Class 31 contains 53755 members 
Mstep: Class 32 contains 66629 members 
Mstep: Class 33 contains 21401 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39885 members 
Mstep: Class 36 contains 45744 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 22619 members 
Mstep: Class 40 contains 32565 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21857 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 15385 members 
Entering Unmasked Estep 
Score: -207958032.000000 Penalty: 169222.343750
Splitting cluster 27 changes total score from -207959584.000000 to -207958032.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (22786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Entering Unmasked Estep 
Score: -4206570.500000 Penalty: 2488.407471
	Iteration 0F: 2 clusters Score -4206570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11354 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -4190621.500000 Penalty: 4976.814941
	Iteration 0F: 3 clusters Score -4190622 nChanged 10089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11259 members 
Mstep: Class 2 contains 11527 members 
Entering Unmasked Estep 
Score: -4196073.500000 Penalty: 4976.814941
	Iteration 1F: 3 clusters Score -4196074 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11147 members 
Mstep: Class 2 contains 11639 members 
Entering Unmasked Estep 
Score: -4196466.000000 Penalty: 4976.814941
	Iteration 2F: 3 clusters Score -4196466 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 11818 members 
Entering Unmasked Estep 
Score: -4196779.500000 Penalty: 4976.814941
	Iteration 3Q: 3 clusters Score -4196780 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -4197042.500000 Penalty: 4976.814941
	Iteration 4Q: 3 clusters Score -4197042 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -4197329.000000 Penalty: 4976.814941
	Iteration 5Q: 3 clusters Score -4197329 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -4197696.000000 Penalty: 4976.814941
	Iteration 6Q: 3 clusters Score -4197696 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 13136 members 
Entering Unmasked Estep 
Score: -4198134.000000 Penalty: 4976.814941
	Iteration 7Q: 3 clusters Score -4198134 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -4198726.000000 Penalty: 4976.814941
	Iteration 8Q: 3 clusters Score -4198726 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 14509 members 
Entering Unmasked Estep 
Score: -4199487.000000 Penalty: 4976.814941
	Iteration 9F: 3 clusters Score -4199487 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7260 members 
Mstep: Class 2 contains 15526 members 
Entering Unmasked Estep 
Score: -4200359.000000 Penalty: 4976.814941
	Iteration 10F: 3 clusters Score -4200359 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -4201256.500000 Penalty: 4976.814941
	Iteration 11F: 3 clusters Score -4201256 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5089 members 
Mstep: Class 2 contains 17697 members 
Entering Unmasked Estep 
Score: -4202024.000000 Penalty: 4976.814941
	Iteration 12F: 3 clusters Score -4202024 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -4202760.500000 Penalty: 4976.814941
	Iteration 13Q: 3 clusters Score -4202760 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3345 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -4203354.000000 Penalty: 4976.814941
	Iteration 14Q: 3 clusters Score -4203354 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 20050 members 
Entering Unmasked Estep 
Score: -4203784.500000 Penalty: 4976.814941
	Iteration 15Q: 3 clusters Score -4203784 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4204131.000000 Penalty: 4976.814941
	Iteration 16Q: 3 clusters Score -4204131 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4204469.000000 Penalty: 4976.814941
	Iteration 17Q: 3 clusters Score -4204469 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -4204844.500000 Penalty: 4976.814941
	Iteration 18Q: 3 clusters Score -4204844 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -4205011.500000 Penalty: 4976.814941
	Iteration 19Q: 3 clusters Score -4205012 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -4205086.000000 Penalty: 4976.814941
	Iteration 20F: 3 clusters Score -4205086 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1453 members 
Mstep: Class 2 contains 21333 members 
Entering Unmasked Estep 
Score: -4205124.000000 Penalty: 4976.814941
	Iteration 21Q: 3 clusters Score -4205124 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 21382 members 
Entering Unmasked Estep 
Score: -4205146.500000 Penalty: 4976.814941
	Iteration 22Q: 3 clusters Score -4205146 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -4205146.000000 Penalty: 4976.814941
	Iteration 23Q: 3 clusters Score -4205146 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 21432 members 
Entering Unmasked Estep 
Score: -4205170.000000 Penalty: 4976.814941
	Iteration 24Q: 3 clusters Score -4205170 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 21444 members 
Entering Unmasked Estep 
Score: -4205179.000000 Penalty: 4976.814941
	Iteration 25Q: 3 clusters Score -4205179 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 21458 members 
Entering Unmasked Estep 
Score: -4205183.500000 Penalty: 4976.814941
	Iteration 26Q: 3 clusters Score -4205184 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 21468 members 
Entering Unmasked Estep 
Score: -4205187.500000 Penalty: 4976.814941
	Iteration 27Q: 3 clusters Score -4205188 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 21475 members 
Entering Unmasked Estep 
Score: -4205192.500000 Penalty: 4976.814941
	Iteration 28Q: 3 clusters Score -4205192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -4205193.500000 Penalty: 4976.814941
	Iteration 29Q: 3 clusters Score -4205194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 21488 members 
Entering Unmasked Estep 
Score: -4205193.500000 Penalty: 4976.814941
	Iteration 30Q: 3 clusters Score -4205194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -4205195.000000 Penalty: 4976.814941
	Iteration 31Q: 3 clusters Score -4205195 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 21501 members 
Entering Unmasked Estep 
Score: -4205196.500000 Penalty: 4976.814941
	Iteration 32Q: 3 clusters Score -4205196 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1281 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -4205201.000000 Penalty: 4976.814941
	Iteration 33Q: 3 clusters Score -4205201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -4205206.500000 Penalty: 4976.814941
	Iteration 34Q: 3 clusters Score -4205206 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1275 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4205205.000000 Penalty: 4976.814941
	Iteration 35Q: 3 clusters Score -4205205 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 21515 members 
Entering Unmasked Estep 
Score: -4205207.000000 Penalty: 4976.814941
	Iteration 36Q: 3 clusters Score -4205207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 21522 members 
Entering Unmasked Estep 
Score: -4205210.000000 Penalty: 4976.814941
	Iteration 37Q: 3 clusters Score -4205210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -4205207.000000 Penalty: 4976.814941
	Iteration 38Q: 3 clusters Score -4205207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -4205206.500000 Penalty: 4976.814941
	Iteration 39Q: 3 clusters Score -4205206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21534 members 
Entering Unmasked Estep 
Score: -4205205.000000 Penalty: 4976.814941
	Iteration 40F: 3 clusters Score -4205205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 21535 members 
Entering Unmasked Estep 
Score: -4205205.000000 Penalty: 4976.814941
	Iteration 41Q: 3 clusters Score -4205205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -4205205.500000 Penalty: 4976.814941
	Iteration 42Q: 3 clusters Score -4205206 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 21536 members 
Entering Unmasked Estep 
Score: -4205205.500000 Penalty: 4976.814941
	Iteration 43F: 3 clusters Score -4205206 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Entering Unmasked Estep 
Score: -5427584.000000 Penalty: 2535.041260
	Iteration 0F: 2 clusters Score -5427584 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13832 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -5409078.500000 Penalty: 5070.082520
	Iteration 0F: 3 clusters Score -5409078 nChanged 12383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 13137 members 
Entering Unmasked Estep 
Score: -5415664.000000 Penalty: 5070.082520
	Iteration 1F: 3 clusters Score -5415664 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14698 members 
Mstep: Class 2 contains 12802 members 
Entering Unmasked Estep 
Score: -5416070.500000 Penalty: 5070.082520
	Iteration 2Q: 3 clusters Score -5416070 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15172 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -5416483.500000 Penalty: 5070.082520
	Iteration 3Q: 3 clusters Score -5416484 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15811 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -5416882.500000 Penalty: 5070.082520
	Iteration 4Q: 3 clusters Score -5416882 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -5417315.500000 Penalty: 5070.082520
	Iteration 5Q: 3 clusters Score -5417316 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -5417787.500000 Penalty: 5070.082520
	Iteration 6Q: 3 clusters Score -5417788 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 8767 members 
Entering Unmasked Estep 
Score: -5418459.500000 Penalty: 5070.082520
	Iteration 7Q: 3 clusters Score -5418460 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20131 members 
Mstep: Class 2 contains 7369 members 
Entering Unmasked Estep 
Score: -5419387.500000 Penalty: 5070.082520
	Iteration 8F: 3 clusters Score -5419388 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21720 members 
Mstep: Class 2 contains 5780 members 
Entering Unmasked Estep 
Score: -5420602.500000 Penalty: 5070.082520
	Iteration 9F: 3 clusters Score -5420602 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23212 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -5421828.500000 Penalty: 5070.082520
	Iteration 10F: 3 clusters Score -5421828 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -5422870.000000 Penalty: 5070.082520
	Iteration 11Q: 3 clusters Score -5422870 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25238 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -5423601.500000 Penalty: 5070.082520
	Iteration 12Q: 3 clusters Score -5423602 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25801 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -5424124.000000 Penalty: 5070.082520
	Iteration 13Q: 3 clusters Score -5424124 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -5424513.500000 Penalty: 5070.082520
	Iteration 14Q: 3 clusters Score -5424514 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5424748.000000 Penalty: 5070.082520
	Iteration 15Q: 3 clusters Score -5424748 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5424931.000000 Penalty: 5070.082520
	Iteration 16Q: 3 clusters Score -5424931 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26729 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -5425075.500000 Penalty: 5070.082520
	Iteration 17Q: 3 clusters Score -5425076 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -5425168.000000 Penalty: 5070.082520
	Iteration 18Q: 3 clusters Score -5425168 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26861 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5425218.000000 Penalty: 5070.082520
	Iteration 19Q: 3 clusters Score -5425218 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26889 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -5425248.000000 Penalty: 5070.082520
	Iteration 20F: 3 clusters Score -5425248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26913 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5425270.000000 Penalty: 5070.082520
	Iteration 21Q: 3 clusters Score -5425270 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26930 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -5425289.000000 Penalty: 5070.082520
	Iteration 22Q: 3 clusters Score -5425289 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -5425290.000000 Penalty: 5070.082520
	Iteration 23Q: 3 clusters Score -5425290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5425304.000000 Penalty: 5070.082520
	Iteration 24Q: 3 clusters Score -5425304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26959 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5425302.500000 Penalty: 5070.082520
	Iteration 25Q: 3 clusters Score -5425302 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5425314.500000 Penalty: 5070.082520
	Iteration 26Q: 3 clusters Score -5425314 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26974 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5425322.500000 Penalty: 5070.082520
	Iteration 27Q: 3 clusters Score -5425322 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5425328.500000 Penalty: 5070.082520
	Iteration 28Q: 3 clusters Score -5425328 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26996 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5425346.500000 Penalty: 5070.082520
	Iteration 29Q: 3 clusters Score -5425346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5425349.500000 Penalty: 5070.082520
	Iteration 30Q: 3 clusters Score -5425350 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5425348.500000 Penalty: 5070.082520
	Iteration 31Q: 3 clusters Score -5425348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5425345.000000 Penalty: 5070.082520
	Iteration 32Q: 3 clusters Score -5425345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5425348.500000 Penalty: 5070.082520
	Iteration 33Q: 3 clusters Score -5425348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27002 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5425349.000000 Penalty: 5070.082520
	Iteration 34Q: 3 clusters Score -5425349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27005 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5425351.500000 Penalty: 5070.082520
	Iteration 35Q: 3 clusters Score -5425352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27008 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5425358.500000 Penalty: 5070.082520
	Iteration 36Q: 3 clusters Score -5425358 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27011 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5425357.000000 Penalty: 5070.082520
	Iteration 37Q: 3 clusters Score -5425357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5425364.000000 Penalty: 5070.082520
	Iteration 38Q: 3 clusters Score -5425364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27012 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5425364.000000 Penalty: 5070.082520
	Iteration 39F: 3 clusters Score -5425364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (58071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58071 members 
Entering Unmasked Estep 
Score: -10944930.000000 Penalty: 2720.416504
	Iteration 0F: 2 clusters Score -1.094493e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29045 members 
Mstep: Class 2 contains 29026 members 
Entering Unmasked Estep 
Score: -10909220.000000 Penalty: 5440.833008
	Iteration 0F: 3 clusters Score -1.090922e+07 nChanged 26819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28914 members 
Mstep: Class 2 contains 29157 members 
Entering Unmasked Estep 
Score: -10924019.000000 Penalty: 5440.833008
	Iteration 1F: 3 clusters Score -1.092402e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 29441 members 
Entering Unmasked Estep 
Score: -10924524.000000 Penalty: 5440.833008
	Iteration 2Q: 3 clusters Score -1.092452e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -10924956.000000 Penalty: 5440.833008
	Iteration 3Q: 3 clusters Score -1.092496e+07 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27697 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -10925391.000000 Penalty: 5440.833008
	Iteration 4Q: 3 clusters Score -1.092539e+07 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26965 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -10925854.000000 Penalty: 5440.833008
	Iteration 5Q: 3 clusters Score -1.092585e+07 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 32063 members 
Entering Unmasked Estep 
Score: -10926340.000000 Penalty: 5440.833008
	Iteration 6Q: 3 clusters Score -1.092634e+07 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24656 members 
Mstep: Class 2 contains 33415 members 
Entering Unmasked Estep 
Score: -10926867.000000 Penalty: 5440.833008
	Iteration 7Q: 3 clusters Score -1.092687e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -10927734.000000 Penalty: 5440.833008
	Iteration 8Q: 3 clusters Score -1.092773e+07 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 37584 members 
Entering Unmasked Estep 
Score: -10928902.000000 Penalty: 5440.833008
	Iteration 9Q: 3 clusters Score -1.09289e+07 nChanged 3075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17536 members 
Mstep: Class 2 contains 40535 members 
Entering Unmasked Estep 
Score: -10930581.000000 Penalty: 5440.833008
	Iteration 10F: 3 clusters Score -1.093058e+07 nChanged 3675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -10933045.000000 Penalty: 5440.833008
	Iteration 11F: 3 clusters Score -1.093304e+07 nChanged 3805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 47919 members 
Entering Unmasked Estep 
Score: -10935845.000000 Penalty: 5440.833008
	Iteration 12F: 3 clusters Score -1.093584e+07 nChanged 3388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6790 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -10938324.000000 Penalty: 5440.833008
	Iteration 13F: 3 clusters Score -1.093832e+07 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -10939951.000000 Penalty: 5440.833008
	Iteration 14Q: 3 clusters Score -1.093995e+07 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 55444 members 
Entering Unmasked Estep 
Score: -10941002.000000 Penalty: 5440.833008
	Iteration 15Q: 3 clusters Score -1.0941e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 56413 members 
Entering Unmasked Estep 
Score: -10941618.000000 Penalty: 5440.833008
	Iteration 16Q: 3 clusters Score -1.094162e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -10942035.000000 Penalty: 5440.833008
	Iteration 17Q: 3 clusters Score -1.094204e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 57204 members 
Entering Unmasked Estep 
Score: -10942219.000000 Penalty: 5440.833008
	Iteration 18Q: 3 clusters Score -1.094222e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 57357 members 
Entering Unmasked Estep 
Score: -10942374.000000 Penalty: 5440.833008
	Iteration 19Q: 3 clusters Score -1.094237e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 57439 members 
Entering Unmasked Estep 
Score: -10942404.000000 Penalty: 5440.833008
	Iteration 20F: 3 clusters Score -1.09424e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 57482 members 
Entering Unmasked Estep 
Score: -10942449.000000 Penalty: 5440.833008
	Iteration 21Q: 3 clusters Score -1.094245e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 57527 members 
Entering Unmasked Estep 
Score: -10942488.000000 Penalty: 5440.833008
	Iteration 22Q: 3 clusters Score -1.094249e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 57556 members 
Entering Unmasked Estep 
Score: -10942497.000000 Penalty: 5440.833008
	Iteration 23Q: 3 clusters Score -1.09425e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 57567 members 
Entering Unmasked Estep 
Score: -10942513.000000 Penalty: 5440.833008
	Iteration 24Q: 3 clusters Score -1.094251e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -10942534.000000 Penalty: 5440.833008
	Iteration 25Q: 3 clusters Score -1.094253e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 57590 members 
Entering Unmasked Estep 
Score: -10942542.000000 Penalty: 5440.833008
	Iteration 26Q: 3 clusters Score -1.094254e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 57591 members 
Entering Unmasked Estep 
Score: -10942527.000000 Penalty: 5440.833008
	Iteration 27Q: 3 clusters Score -1.094253e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 57592 members 
Entering Unmasked Estep 
Score: -10942538.000000 Penalty: 5440.833008
	Iteration 28Q: 3 clusters Score -1.094254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 57596 members 
Entering Unmasked Estep 
Score: -10942543.000000 Penalty: 5440.833008
	Iteration 29Q: 3 clusters Score -1.094254e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 57602 members 
Entering Unmasked Estep 
Score: -10942544.000000 Penalty: 5440.833008
	Iteration 30Q: 3 clusters Score -1.094254e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -10942551.000000 Penalty: 5440.833008
	Iteration 31Q: 3 clusters Score -1.094255e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 57601 members 
Entering Unmasked Estep 
Score: -10942551.000000 Penalty: 5440.833008
	Iteration 32F: 3 clusters Score -1.094255e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (53755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53755 members 
Entering Unmasked Estep 
Score: -9894456.000000 Penalty: 2701.263672
	Iteration 0F: 2 clusters Score -9894456 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26731 members 
Mstep: Class 2 contains 27024 members 
Entering Unmasked Estep 
Score: -9860431.000000 Penalty: 5402.527344
	Iteration 0F: 3 clusters Score -9860431 nChanged 24938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25873 members 
Mstep: Class 2 contains 27882 members 
Entering Unmasked Estep 
Score: -9874465.000000 Penalty: 5402.527344
	Iteration 1F: 3 clusters Score -9874465 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25366 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -9875178.000000 Penalty: 5402.527344
	Iteration 2Q: 3 clusters Score -9875178 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 29104 members 
Entering Unmasked Estep 
Score: -9875888.000000 Penalty: 5402.527344
	Iteration 3Q: 3 clusters Score -9875888 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23728 members 
Mstep: Class 2 contains 30027 members 
Entering Unmasked Estep 
Score: -9876808.000000 Penalty: 5402.527344
	Iteration 4Q: 3 clusters Score -9876808 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22468 members 
Mstep: Class 2 contains 31287 members 
Entering Unmasked Estep 
Score: -9877957.000000 Penalty: 5402.527344
	Iteration 5Q: 3 clusters Score -9877957 nChanged 2713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20769 members 
Mstep: Class 2 contains 32986 members 
Entering Unmasked Estep 
Score: -9879412.000000 Penalty: 5402.527344
	Iteration 6F: 3 clusters Score -9879412 nChanged 2926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 35136 members 
Entering Unmasked Estep 
Score: -9881378.000000 Penalty: 5402.527344
	Iteration 7F: 3 clusters Score -9881378 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16056 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -9883608.000000 Penalty: 5402.527344
	Iteration 8F: 3 clusters Score -9883608 nChanged 3079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 40440 members 
Entering Unmasked Estep 
Score: -9885805.000000 Penalty: 5402.527344
	Iteration 9F: 3 clusters Score -9885805 nChanged 2820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 43060 members 
Entering Unmasked Estep 
Score: -9887646.000000 Penalty: 5402.527344
	Iteration 10F: 3 clusters Score -9887646 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8408 members 
Mstep: Class 2 contains 45347 members 
Entering Unmasked Estep 
Score: -9889082.000000 Penalty: 5402.527344
	Iteration 11Q: 3 clusters Score -9889082 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 47414 members 
Entering Unmasked Estep 
Score: -9890301.000000 Penalty: 5402.527344
	Iteration 12Q: 3 clusters Score -9890301 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -9891228.000000 Penalty: 5402.527344
	Iteration 13Q: 3 clusters Score -9891228 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -9891825.000000 Penalty: 5402.527344
	Iteration 14Q: 3 clusters Score -9891825 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 51170 members 
Entering Unmasked Estep 
Score: -9892170.000000 Penalty: 5402.527344
	Iteration 15Q: 3 clusters Score -9892170 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 51754 members 
Entering Unmasked Estep 
Score: -9892348.000000 Penalty: 5402.527344
	Iteration 16Q: 3 clusters Score -9892348 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1613 members 
Mstep: Class 2 contains 52142 members 
Entering Unmasked Estep 
Score: -9892414.000000 Penalty: 5402.527344
	Iteration 17Q: 3 clusters Score -9892414 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 52413 members 
Entering Unmasked Estep 
Score: -9892453.000000 Penalty: 5402.527344
	Iteration 18Q: 3 clusters Score -9892453 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 52602 members 
Entering Unmasked Estep 
Score: -9892457.000000 Penalty: 5402.527344
	Iteration 19Q: 3 clusters Score -9892457 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 52731 members 
Entering Unmasked Estep 
Score: -9892438.000000 Penalty: 5402.527344
	Iteration 20F: 3 clusters Score -9892438 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 52827 members 
Entering Unmasked Estep 
Score: -9892465.000000 Penalty: 5402.527344
	Iteration 21Q: 3 clusters Score -9892465 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 52893 members 
Entering Unmasked Estep 
Score: -9892499.000000 Penalty: 5402.527344
	Iteration 22Q: 3 clusters Score -9892499 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 52943 members 
Entering Unmasked Estep 
Score: -9892515.000000 Penalty: 5402.527344
	Iteration 23Q: 3 clusters Score -9892515 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -9892519.000000 Penalty: 5402.527344
	Iteration 24Q: 3 clusters Score -9892519 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52996 members 
Entering Unmasked Estep 
Score: -9892526.000000 Penalty: 5402.527344
	Iteration 25Q: 3 clusters Score -9892526 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -9892530.000000 Penalty: 5402.527344
	Iteration 26Q: 3 clusters Score -9892530 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 53025 members 
Entering Unmasked Estep 
Score: -9892527.000000 Penalty: 5402.527344
	Iteration 27Q: 3 clusters Score -9892527 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 53033 members 
Entering Unmasked Estep 
Score: -9892540.000000 Penalty: 5402.527344
	Iteration 28Q: 3 clusters Score -9892540 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -9892529.000000 Penalty: 5402.527344
	Iteration 29Q: 3 clusters Score -9892529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -9892545.000000 Penalty: 5402.527344
	Iteration 30Q: 3 clusters Score -9892545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -9892534.000000 Penalty: 5402.527344
	Iteration 31Q: 3 clusters Score -9892534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 53064 members 
Entering Unmasked Estep 
Score: -9892538.000000 Penalty: 5402.527344
	Iteration 32Q: 3 clusters Score -9892538 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -9892539.000000 Penalty: 5402.527344
	Iteration 33Q: 3 clusters Score -9892539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 53081 members 
Entering Unmasked Estep 
Score: -9892544.000000 Penalty: 5402.527344
	Iteration 34Q: 3 clusters Score -9892544 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -9892552.000000 Penalty: 5402.527344
	Iteration 35Q: 3 clusters Score -9892552 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 53096 members 
Entering Unmasked Estep 
Score: -9892548.000000 Penalty: 5402.527344
	Iteration 36Q: 3 clusters Score -9892548 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 53102 members 
Entering Unmasked Estep 
Score: -9892564.000000 Penalty: 5402.527344
	Iteration 37Q: 3 clusters Score -9892564 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 53111 members 
Entering Unmasked Estep 
Score: -9892565.000000 Penalty: 5402.527344
	Iteration 38Q: 3 clusters Score -9892565 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 53119 members 
Entering Unmasked Estep 
Score: -9892577.000000 Penalty: 5402.527344
	Iteration 39Q: 3 clusters Score -9892577 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 53122 members 
Entering Unmasked Estep 
Score: -9892571.000000 Penalty: 5402.527344
	Iteration 40F: 3 clusters Score -9892571 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 53128 members 
Entering Unmasked Estep 
Score: -9892572.000000 Penalty: 5402.527344
	Iteration 41Q: 3 clusters Score -9892572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 53130 members 
Entering Unmasked Estep 
Score: -9892574.000000 Penalty: 5402.527344
	Iteration 42Q: 3 clusters Score -9892574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -9892570.000000 Penalty: 5402.527344
	Iteration 43Q: 3 clusters Score -9892570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 53133 members 
Entering Unmasked Estep 
Score: -9892570.000000 Penalty: 5402.527344
	Iteration 44Q: 3 clusters Score -9892570 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 53134 members 
Entering Unmasked Estep 
Score: -9892573.000000 Penalty: 5402.527344
	Iteration 45Q: 3 clusters Score -9892573 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -9892570.000000 Penalty: 5402.527344
	Iteration 46Q: 3 clusters Score -9892570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -9892574.000000 Penalty: 5402.527344
	Iteration 47Q: 3 clusters Score -9892574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -9892563.000000 Penalty: 5402.527344
	Iteration 48Q: 3 clusters Score -9892563 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 53136 members 
Entering Unmasked Estep 
Score: -9892563.000000 Penalty: 5402.527344
	Iteration 49F: 3 clusters Score -9892563 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (66629 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Entering Unmasked Estep 
Score: -12026490.000000 Penalty: 2754.510010
	Iteration 0F: 2 clusters Score -1.202649e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33196 members 
Mstep: Class 2 contains 33433 members 
Entering Unmasked Estep 
Score: -11985152.000000 Penalty: 5509.020020
	Iteration 0F: 3 clusters Score -1.198515e+07 nChanged 30940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32538 members 
Mstep: Class 2 contains 34091 members 
Entering Unmasked Estep 
Score: -12002404.000000 Penalty: 5509.020020
	Iteration 1F: 3 clusters Score -1.20024e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31963 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -12002994.000000 Penalty: 5509.020020
	Iteration 2Q: 3 clusters Score -1.200299e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 35561 members 
Entering Unmasked Estep 
Score: -12003721.000000 Penalty: 5509.020020
	Iteration 3Q: 3 clusters Score -1.200372e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 36833 members 
Entering Unmasked Estep 
Score: -12004626.000000 Penalty: 5509.020020
	Iteration 4Q: 3 clusters Score -1.200463e+07 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 38709 members 
Entering Unmasked Estep 
Score: -12005812.000000 Penalty: 5509.020020
	Iteration 5Q: 3 clusters Score -1.200581e+07 nChanged 3467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25191 members 
Mstep: Class 2 contains 41438 members 
Entering Unmasked Estep 
Score: -12007472.000000 Penalty: 5509.020020
	Iteration 6F: 3 clusters Score -1.200747e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -12009865.000000 Penalty: 5509.020020
	Iteration 7F: 3 clusters Score -1.200986e+07 nChanged 4636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 49453 members 
Entering Unmasked Estep 
Score: -12013268.000000 Penalty: 5509.020020
	Iteration 8F: 3 clusters Score -1.201327e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 54084 members 
Entering Unmasked Estep 
Score: -12017170.000000 Penalty: 5509.020020
	Iteration 9F: 3 clusters Score -1.201717e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8606 members 
Mstep: Class 2 contains 58023 members 
Entering Unmasked Estep 
Score: -12020404.000000 Penalty: 5509.020020
	Iteration 10F: 3 clusters Score -1.20204e+07 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6009 members 
Mstep: Class 2 contains 60620 members 
Entering Unmasked Estep 
Score: -12022285.000000 Penalty: 5509.020020
	Iteration 11Q: 3 clusters Score -1.202228e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 62210 members 
Entering Unmasked Estep 
Score: -12023171.000000 Penalty: 5509.020020
	Iteration 12Q: 3 clusters Score -1.202317e+07 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 63260 members 
Entering Unmasked Estep 
Score: -12023644.000000 Penalty: 5509.020020
	Iteration 13Q: 3 clusters Score -1.202364e+07 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 63980 members 
Entering Unmasked Estep 
Score: -12023979.000000 Penalty: 5509.020020
	Iteration 14Q: 3 clusters Score -1.202398e+07 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 64485 members 
Entering Unmasked Estep 
Score: -12024098.000000 Penalty: 5509.020020
	Iteration 15Q: 3 clusters Score -1.20241e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 64850 members 
Entering Unmasked Estep 
Score: -12024224.000000 Penalty: 5509.020020
	Iteration 16Q: 3 clusters Score -1.202422e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 65110 members 
Entering Unmasked Estep 
Score: -12024289.000000 Penalty: 5509.020020
	Iteration 17Q: 3 clusters Score -1.202429e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 65305 members 
Entering Unmasked Estep 
Score: -12024352.000000 Penalty: 5509.020020
	Iteration 18Q: 3 clusters Score -1.202435e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 65448 members 
Entering Unmasked Estep 
Score: -12024393.000000 Penalty: 5509.020020
	Iteration 19Q: 3 clusters Score -1.202439e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 65552 members 
Entering Unmasked Estep 
Score: -12024410.000000 Penalty: 5509.020020
	Iteration 20F: 3 clusters Score -1.202441e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 65618 members 
Entering Unmasked Estep 
Score: -12024397.000000 Penalty: 5509.020020
	Iteration 21Q: 3 clusters Score -1.20244e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 65675 members 
Entering Unmasked Estep 
Score: -12024413.000000 Penalty: 5509.020020
	Iteration 22Q: 3 clusters Score -1.202441e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 65722 members 
Entering Unmasked Estep 
Score: -12024409.000000 Penalty: 5509.020020
	Iteration 23Q: 3 clusters Score -1.202441e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 65760 members 
Entering Unmasked Estep 
Score: -12024417.000000 Penalty: 5509.020020
	Iteration 24Q: 3 clusters Score -1.202442e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 65788 members 
Entering Unmasked Estep 
Score: -12024430.000000 Penalty: 5509.020020
	Iteration 25Q: 3 clusters Score -1.202443e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 65817 members 
Entering Unmasked Estep 
Score: -12024448.000000 Penalty: 5509.020020
	Iteration 26Q: 3 clusters Score -1.202445e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 65838 members 
Entering Unmasked Estep 
Score: -12024454.000000 Penalty: 5509.020020
	Iteration 27Q: 3 clusters Score -1.202445e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -12024457.000000 Penalty: 5509.020020
	Iteration 28Q: 3 clusters Score -1.202446e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 65868 members 
Entering Unmasked Estep 
Score: -12024459.000000 Penalty: 5509.020020
	Iteration 29Q: 3 clusters Score -1.202446e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -12024471.000000 Penalty: 5509.020020
	Iteration 30Q: 3 clusters Score -1.202447e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 65891 members 
Entering Unmasked Estep 
Score: -12024479.000000 Penalty: 5509.020020
	Iteration 31Q: 3 clusters Score -1.202448e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 65897 members 
Entering Unmasked Estep 
Score: -12024477.000000 Penalty: 5509.020020
	Iteration 32Q: 3 clusters Score -1.202448e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 65905 members 
Entering Unmasked Estep 
Score: -12024497.000000 Penalty: 5509.020020
	Iteration 33Q: 3 clusters Score -1.20245e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 65914 members 
Entering Unmasked Estep 
Score: -12024498.000000 Penalty: 5509.020020
	Iteration 34Q: 3 clusters Score -1.20245e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 65921 members 
Entering Unmasked Estep 
Score: -12024495.000000 Penalty: 5509.020020
	Iteration 35Q: 3 clusters Score -1.20245e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 65933 members 
Entering Unmasked Estep 
Score: -12024493.000000 Penalty: 5509.020020
	Iteration 36Q: 3 clusters Score -1.202449e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 65940 members 
Entering Unmasked Estep 
Score: -12024490.000000 Penalty: 5509.020020
	Iteration 37Q: 3 clusters Score -1.202449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 65947 members 
Entering Unmasked Estep 
Score: -12024489.000000 Penalty: 5509.020020
	Iteration 38Q: 3 clusters Score -1.202449e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 65956 members 
Entering Unmasked Estep 
Score: -12024481.000000 Penalty: 5509.020020
	Iteration 39Q: 3 clusters Score -1.202448e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 65963 members 
Entering Unmasked Estep 
Score: -12024482.000000 Penalty: 5509.020020
	Iteration 40F: 3 clusters Score -1.202448e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 65965 members 
Entering Unmasked Estep 
Score: -12024479.000000 Penalty: 5509.020020
	Iteration 41Q: 3 clusters Score -1.202448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 65966 members 
Entering Unmasked Estep 
Score: -12024487.000000 Penalty: 5509.020020
	Iteration 42Q: 3 clusters Score -1.202449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 65968 members 
Entering Unmasked Estep 
Score: -12024488.000000 Penalty: 5509.020020
	Iteration 43Q: 3 clusters Score -1.202449e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 65970 members 
Entering Unmasked Estep 
Score: -12024479.000000 Penalty: 5509.020020
	Iteration 44Q: 3 clusters Score -1.202448e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -12024486.000000 Penalty: 5509.020020
	Iteration 45Q: 3 clusters Score -1.202449e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 65971 members 
Entering Unmasked Estep 
Score: -12024486.000000 Penalty: 5509.020020
	Iteration 46F: 3 clusters Score -1.202449e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (21401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Entering Unmasked Estep 
Score: -4017558.750000 Penalty: 2472.855957
	Iteration 0F: 2 clusters Score -4017559 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -4002619.500000 Penalty: 4945.711914
	Iteration 0F: 3 clusters Score -4002620 nChanged 9487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4007797.250000 Penalty: 4945.711914
	Iteration 1F: 3 clusters Score -4007797 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -4008192.750000 Penalty: 4945.711914
	Iteration 2F: 3 clusters Score -4008193 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11794 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4008518.750000 Penalty: 4945.711914
	Iteration 3Q: 3 clusters Score -4008519 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12229 members 
Mstep: Class 2 contains 9172 members 
Entering Unmasked Estep 
Score: -4008853.750000 Penalty: 4945.711914
	Iteration 4Q: 3 clusters Score -4008854 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -4009231.250000 Penalty: 4945.711914
	Iteration 5Q: 3 clusters Score -4009231 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 7794 members 
Entering Unmasked Estep 
Score: -4009736.250000 Penalty: 4945.711914
	Iteration 6Q: 3 clusters Score -4009736 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14581 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -4010488.750000 Penalty: 4945.711914
	Iteration 7F: 3 clusters Score -4010489 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 5643 members 
Entering Unmasked Estep 
Score: -4011480.250000 Penalty: 4945.711914
	Iteration 8F: 3 clusters Score -4011480 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16973 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -4012605.250000 Penalty: 4945.711914
	Iteration 9F: 3 clusters Score -4012605 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4013607.750000 Penalty: 4945.711914
	Iteration 10F: 3 clusters Score -4013608 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4014388.250000 Penalty: 4945.711914
	Iteration 11Q: 3 clusters Score -4014388 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19555 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -4014949.000000 Penalty: 4945.711914
	Iteration 12Q: 3 clusters Score -4014949 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19968 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4015279.000000 Penalty: 4945.711914
	Iteration 13Q: 3 clusters Score -4015279 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -4015502.500000 Penalty: 4945.711914
	Iteration 14Q: 3 clusters Score -4015502 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20421 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -4015605.250000 Penalty: 4945.711914
	Iteration 15Q: 3 clusters Score -4015605 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -4015671.500000 Penalty: 4945.711914
	Iteration 16Q: 3 clusters Score -4015672 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20580 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -4015732.250000 Penalty: 4945.711914
	Iteration 17Q: 3 clusters Score -4015732 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20618 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -4015761.500000 Penalty: 4945.711914
	Iteration 18Q: 3 clusters Score -4015762 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -4015774.750000 Penalty: 4945.711914
	Iteration 19Q: 3 clusters Score -4015775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -4015778.000000 Penalty: 4945.711914
	Iteration 20F: 3 clusters Score -4015778 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -4015789.500000 Penalty: 4945.711914
	Iteration 21Q: 3 clusters Score -4015790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20666 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -4015794.750000 Penalty: 4945.711914
	Iteration 22Q: 3 clusters Score -4015795 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -4015797.500000 Penalty: 4945.711914
	Iteration 23Q: 3 clusters Score -4015798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20678 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -4015802.000000 Penalty: 4945.711914
	Iteration 24Q: 3 clusters Score -4015802 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20685 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -4015807.500000 Penalty: 4945.711914
	Iteration 25Q: 3 clusters Score -4015808 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20688 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -4015807.000000 Penalty: 4945.711914
	Iteration 26Q: 3 clusters Score -4015807 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -4015810.750000 Penalty: 4945.711914
	Iteration 27Q: 3 clusters Score -4015811 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20698 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -4015813.000000 Penalty: 4945.711914
	Iteration 28Q: 3 clusters Score -4015813 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20704 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -4015817.000000 Penalty: 4945.711914
	Iteration 29Q: 3 clusters Score -4015817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4015818.750000 Penalty: 4945.711914
	Iteration 30Q: 3 clusters Score -4015819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -4015814.500000 Penalty: 4945.711914
	Iteration 31Q: 3 clusters Score -4015814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4015814.000000 Penalty: 4945.711914
	Iteration 32Q: 3 clusters Score -4015814 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -4015814.000000 Penalty: 4945.711914
	Iteration 33F: 3 clusters Score -4015814 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -33027.644531 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -33027.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -31918.193359 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -31918.19 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32022.496094 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -32022.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32063.570312 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -32063.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32064.322266 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -32064.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32064.322266 Penalty: 2690.775146
	Iteration 4F: 3 clusters Score -32064.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (39885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39885 members 
Entering Unmasked Estep 
Score: -7626090.500000 Penalty: 2627.251465
	Iteration 0F: 2 clusters Score -7626090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19862 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -7600372.000000 Penalty: 5254.502930
	Iteration 0F: 3 clusters Score -7600372 nChanged 18311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19009 members 
Mstep: Class 2 contains 20876 members 
Entering Unmasked Estep 
Score: -7610317.500000 Penalty: 5254.502930
	Iteration 1F: 3 clusters Score -7610318 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18275 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -7610893.500000 Penalty: 5254.502930
	Iteration 2Q: 3 clusters Score -7610894 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -7611556.500000 Penalty: 5254.502930
	Iteration 3Q: 3 clusters Score -7611556 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -7612368.500000 Penalty: 5254.502930
	Iteration 4Q: 3 clusters Score -7612368 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14033 members 
Mstep: Class 2 contains 25852 members 
Entering Unmasked Estep 
Score: -7613562.000000 Penalty: 5254.502930
	Iteration 5F: 3 clusters Score -7613562 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11812 members 
Mstep: Class 2 contains 28073 members 
Entering Unmasked Estep 
Score: -7615290.000000 Penalty: 5254.502930
	Iteration 6F: 3 clusters Score -7615290 nChanged 2948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -7617498.500000 Penalty: 5254.502930
	Iteration 7F: 3 clusters Score -7617498 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 33238 members 
Entering Unmasked Estep 
Score: -7620047.000000 Penalty: 5254.502930
	Iteration 8F: 3 clusters Score -7620047 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4632 members 
Mstep: Class 2 contains 35253 members 
Entering Unmasked Estep 
Score: -7622167.000000 Penalty: 5254.502930
	Iteration 9F: 3 clusters Score -7622167 nChanged 1273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 36268 members 
Entering Unmasked Estep 
Score: -7623653.000000 Penalty: 5254.502930
	Iteration 10Q: 3 clusters Score -7623653 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 36611 members 
Entering Unmasked Estep 
Score: -7624327.500000 Penalty: 5254.502930
	Iteration 11Q: 3 clusters Score -7624328 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 36775 members 
Entering Unmasked Estep 
Score: -7624585.000000 Penalty: 5254.502930
	Iteration 12Q: 3 clusters Score -7624585 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 36872 members 
Entering Unmasked Estep 
Score: -7624655.000000 Penalty: 5254.502930
	Iteration 13Q: 3 clusters Score -7624655 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2937 members 
Mstep: Class 2 contains 36948 members 
Entering Unmasked Estep 
Score: -7624716.500000 Penalty: 5254.502930
	Iteration 14Q: 3 clusters Score -7624716 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2874 members 
Mstep: Class 2 contains 37011 members 
Entering Unmasked Estep 
Score: -7624715.500000 Penalty: 5254.502930
	Iteration 15Q: 3 clusters Score -7624716 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 37060 members 
Entering Unmasked Estep 
Score: -7624730.000000 Penalty: 5254.502930
	Iteration 16Q: 3 clusters Score -7624730 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 37095 members 
Entering Unmasked Estep 
Score: -7624732.500000 Penalty: 5254.502930
	Iteration 17Q: 3 clusters Score -7624732 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 37118 members 
Entering Unmasked Estep 
Score: -7624746.500000 Penalty: 5254.502930
	Iteration 18Q: 3 clusters Score -7624746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 37137 members 
Entering Unmasked Estep 
Score: -7624735.500000 Penalty: 5254.502930
	Iteration 19Q: 3 clusters Score -7624736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 37150 members 
Entering Unmasked Estep 
Score: -7624740.500000 Penalty: 5254.502930
	Iteration 20F: 3 clusters Score -7624740 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 37161 members 
Entering Unmasked Estep 
Score: -7624740.000000 Penalty: 5254.502930
	Iteration 21Q: 3 clusters Score -7624740 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2715 members 
Mstep: Class 2 contains 37170 members 
Entering Unmasked Estep 
Score: -7624727.000000 Penalty: 5254.502930
	Iteration 22Q: 3 clusters Score -7624727 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 37176 members 
Entering Unmasked Estep 
Score: -7624722.000000 Penalty: 5254.502930
	Iteration 23Q: 3 clusters Score -7624722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 37182 members 
Entering Unmasked Estep 
Score: -7624714.000000 Penalty: 5254.502930
	Iteration 24Q: 3 clusters Score -7624714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 37183 members 
Entering Unmasked Estep 
Score: -7624718.500000 Penalty: 5254.502930
	Iteration 25Q: 3 clusters Score -7624718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -7624714.000000 Penalty: 5254.502930
	Iteration 26Q: 3 clusters Score -7624714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 37186 members 
Entering Unmasked Estep 
Score: -7624713.500000 Penalty: 5254.502930
	Iteration 27Q: 3 clusters Score -7624714 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -7624718.500000 Penalty: 5254.502930
	Iteration 28Q: 3 clusters Score -7624718 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 37190 members 
Entering Unmasked Estep 
Score: -7624713.500000 Penalty: 5254.502930
	Iteration 29Q: 3 clusters Score -7624714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -7624712.500000 Penalty: 5254.502930
	Iteration 30Q: 3 clusters Score -7624712 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 37191 members 
Entering Unmasked Estep 
Score: -7624712.500000 Penalty: 5254.502930
	Iteration 31F: 3 clusters Score -7624712 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (45744 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Entering Unmasked Estep 
Score: -8582801.000000 Penalty: 2661.242432
	Iteration 0F: 2 clusters Score -8582801 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22920 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -8554957.000000 Penalty: 5322.484863
	Iteration 0F: 3 clusters Score -8554957 nChanged 21040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -8566763.000000 Penalty: 5322.484863
	Iteration 1F: 3 clusters Score -8566763 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 22061 members 
Entering Unmasked Estep 
Score: -8567189.000000 Penalty: 5322.484863
	Iteration 2Q: 3 clusters Score -8567189 nChanged 1601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23998 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -8567537.000000 Penalty: 5322.484863
	Iteration 3Q: 3 clusters Score -8567537 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 21298 members 
Entering Unmasked Estep 
Score: -8567889.000000 Penalty: 5322.484863
	Iteration 4Q: 3 clusters Score -8567889 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -8568255.000000 Penalty: 5322.484863
	Iteration 5Q: 3 clusters Score -8568255 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25931 members 
Mstep: Class 2 contains 19813 members 
Entering Unmasked Estep 
Score: -8568701.000000 Penalty: 5322.484863
	Iteration 6Q: 3 clusters Score -8568701 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 18628 members 
Entering Unmasked Estep 
Score: -8569239.000000 Penalty: 5322.484863
	Iteration 7Q: 3 clusters Score -8569239 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28726 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -8569989.000000 Penalty: 5322.484863
	Iteration 8Q: 3 clusters Score -8569989 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30937 members 
Mstep: Class 2 contains 14807 members 
Entering Unmasked Estep 
Score: -8571221.000000 Penalty: 5322.484863
	Iteration 9F: 3 clusters Score -8571221 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33752 members 
Mstep: Class 2 contains 11992 members 
Entering Unmasked Estep 
Score: -8572872.000000 Penalty: 5322.484863
	Iteration 10F: 3 clusters Score -8572872 nChanged 3130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36876 members 
Mstep: Class 2 contains 8868 members 
Entering Unmasked Estep 
Score: -8574937.000000 Penalty: 5322.484863
	Iteration 11F: 3 clusters Score -8574937 nChanged 2978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39850 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -8576896.000000 Penalty: 5322.484863
	Iteration 12F: 3 clusters Score -8576896 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -8578259.000000 Penalty: 5322.484863
	Iteration 13Q: 3 clusters Score -8578259 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43576 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -8579083.000000 Penalty: 5322.484863
	Iteration 14Q: 3 clusters Score -8579083 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44420 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8579677.000000 Penalty: 5322.484863
	Iteration 15Q: 3 clusters Score -8579677 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -8580052.000000 Penalty: 5322.484863
	Iteration 16Q: 3 clusters Score -8580052 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8580265.000000 Penalty: 5322.484863
	Iteration 17Q: 3 clusters Score -8580265 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -8580387.000000 Penalty: 5322.484863
	Iteration 18Q: 3 clusters Score -8580387 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -8580430.000000 Penalty: 5322.484863
	Iteration 19Q: 3 clusters Score -8580430 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45299 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -8580469.000000 Penalty: 5322.484863
	Iteration 20F: 3 clusters Score -8580469 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45328 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8580481.000000 Penalty: 5322.484863
	Iteration 21Q: 3 clusters Score -8580481 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -8580489.000000 Penalty: 5322.484863
	Iteration 22Q: 3 clusters Score -8580489 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45357 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8580500.000000 Penalty: 5322.484863
	Iteration 23Q: 3 clusters Score -8580500 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45371 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8580516.000000 Penalty: 5322.484863
	Iteration 24Q: 3 clusters Score -8580516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45378 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -8580514.000000 Penalty: 5322.484863
	Iteration 25Q: 3 clusters Score -8580514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45382 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8580525.000000 Penalty: 5322.484863
	Iteration 26Q: 3 clusters Score -8580525 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8580537.000000 Penalty: 5322.484863
	Iteration 27Q: 3 clusters Score -8580537 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45388 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8580541.000000 Penalty: 5322.484863
	Iteration 28Q: 3 clusters Score -8580541 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45390 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8580537.000000 Penalty: 5322.484863
	Iteration 29Q: 3 clusters Score -8580537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45391 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8580535.000000 Penalty: 5322.484863
	Iteration 30Q: 3 clusters Score -8580535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45396 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -8580541.000000 Penalty: 5322.484863
	Iteration 31Q: 3 clusters Score -8580541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45397 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8580542.000000 Penalty: 5322.484863
	Iteration 32Q: 3 clusters Score -8580542 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -8580542.000000 Penalty: 5322.484863
	Iteration 33Q: 3 clusters Score -8580542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8580542.000000 Penalty: 5322.484863
	Iteration 34Q: 3 clusters Score -8580542 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45400 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8580542.000000 Penalty: 5322.484863
	Iteration 35F: 3 clusters Score -8580542 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (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: -300940.093750 Penalty: 1842.079224
	Iteration 0F: 2 clusters Score -300940.1 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 828 members 
Entering Unmasked Estep 
Score: -298577.375000 Penalty: 3684.158447
	Iteration 0F: 3 clusters Score -298577.4 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -299041.468750 Penalty: 3684.158447
	Iteration 1F: 3 clusters Score -299041.5 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -299264.125000 Penalty: 3684.158447
	Iteration 2F: 3 clusters Score -299264.1 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -299382.437500 Penalty: 3684.158447
	Iteration 3F: 3 clusters Score -299382.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
Score: -299453.437500 Penalty: 3684.158447
	Iteration 4Q: 3 clusters Score -299453.4 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -299501.000000 Penalty: 3684.158447
	Iteration 5Q: 3 clusters Score -299501 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -299549.625000 Penalty: 3684.158447
	Iteration 6Q: 3 clusters Score -299549.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -299597.500000 Penalty: 3684.158447
	Iteration 7Q: 3 clusters Score -299597.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -299659.468750 Penalty: 3684.158447
	Iteration 8Q: 3 clusters Score -299659.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -299711.906250 Penalty: 3684.158447
	Iteration 9Q: 3 clusters Score -299711.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -299748.406250 Penalty: 3684.158447
	Iteration 10Q: 3 clusters Score -299748.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -299786.093750 Penalty: 3684.158447
	Iteration 11Q: 3 clusters Score -299786.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -299816.500000 Penalty: 3684.158447
	Iteration 12Q: 3 clusters Score -299816.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -299835.281250 Penalty: 3684.158447
	Iteration 13Q: 3 clusters Score -299835.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -299850.656250 Penalty: 3684.158447
	Iteration 14Q: 3 clusters Score -299850.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -299867.000000 Penalty: 3684.158447
	Iteration 15Q: 3 clusters Score -299867 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -299877.843750 Penalty: 3684.158447
	Iteration 16Q: 3 clusters Score -299877.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -299884.906250 Penalty: 3684.158447
	Iteration 17Q: 3 clusters Score -299884.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -299888.156250 Penalty: 3684.158447
	Iteration 18Q: 3 clusters Score -299888.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -299891.218750 Penalty: 3684.158447
	Iteration 19Q: 3 clusters Score -299891.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -299893.375000 Penalty: 3684.158447
	Iteration 20F: 3 clusters Score -299893.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -299893.718750 Penalty: 3684.158447
	Iteration 21Q: 3 clusters Score -299893.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -299893.718750 Penalty: 3684.158447
	Iteration 22F: 3 clusters Score -299893.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (874 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Entering Unmasked Estep 
Score: -145709.046875 Penalty: 1679.723877
	Iteration 0F: 2 clusters Score -145709 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -143892.312500 Penalty: 3359.447754
	Iteration 0F: 3 clusters Score -143892.3 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -144301.375000 Penalty: 3359.447754
	Iteration 1F: 3 clusters Score -144301.4 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -144617.296875 Penalty: 3359.447754
	Iteration 2F: 3 clusters Score -144617.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -144827.656250 Penalty: 3359.447754
	Iteration 3F: 3 clusters Score -144827.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -145003.875000 Penalty: 3359.447754
	Iteration 4F: 3 clusters Score -145003.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -145133.296875 Penalty: 3359.447754
	Iteration 5Q: 3 clusters Score -145133.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -145221.062500 Penalty: 3359.447754
	Iteration 6Q: 3 clusters Score -145221.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -145256.500000 Penalty: 3359.447754
	Iteration 7Q: 3 clusters Score -145256.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -145302.906250 Penalty: 3359.447754
	Iteration 8Q: 3 clusters Score -145302.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -145332.937500 Penalty: 3359.447754
	Iteration 9Q: 3 clusters Score -145332.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -145382.156250 Penalty: 3359.447754
	Iteration 10Q: 3 clusters Score -145382.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -145407.515625 Penalty: 3359.447754
	Iteration 11Q: 3 clusters Score -145407.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -145425.234375 Penalty: 3359.447754
	Iteration 12Q: 3 clusters Score -145425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -145444.250000 Penalty: 3359.447754
	Iteration 13Q: 3 clusters Score -145444.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -145461.671875 Penalty: 3359.447754
	Iteration 14Q: 3 clusters Score -145461.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -145474.234375 Penalty: 3359.447754
	Iteration 15Q: 3 clusters Score -145474.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -145475.656250 Penalty: 3359.447754
	Iteration 16Q: 3 clusters Score -145475.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -145476.375000 Penalty: 3359.447754
	Iteration 17Q: 3 clusters Score -145476.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -145477.250000 Penalty: 3359.447754
	Iteration 18Q: 3 clusters Score -145477.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -145479.125000 Penalty: 3359.447754
	Iteration 19Q: 3 clusters Score -145479.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -145480.359375 Penalty: 3359.447754
	Iteration 20F: 3 clusters Score -145480.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (22619 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22619 members 
Entering Unmasked Estep 
Score: -4536467.000000 Penalty: 2486.583252
	Iteration 0F: 2 clusters Score -4536467 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11327 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -4520849.500000 Penalty: 4973.166504
	Iteration 0F: 3 clusters Score -4520850 nChanged 10054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 11206 members 
Entering Unmasked Estep 
Score: -4526165.000000 Penalty: 4973.166504
	Iteration 1F: 3 clusters Score -4526165 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 11128 members 
Entering Unmasked Estep 
Score: -4526497.000000 Penalty: 4973.166504
	Iteration 2Q: 3 clusters Score -4526497 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -4526764.500000 Penalty: 4973.166504
	Iteration 3Q: 3 clusters Score -4526764 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11705 members 
Mstep: Class 2 contains 10914 members 
Entering Unmasked Estep 
Score: -4526973.000000 Penalty: 4973.166504
	Iteration 4Q: 3 clusters Score -4526973 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11831 members 
Mstep: Class 2 contains 10788 members 
Entering Unmasked Estep 
Score: -4527156.000000 Penalty: 4973.166504
	Iteration 5Q: 3 clusters Score -4527156 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11981 members 
Mstep: Class 2 contains 10638 members 
Entering Unmasked Estep 
Score: -4527296.000000 Penalty: 4973.166504
	Iteration 6Q: 3 clusters Score -4527296 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4527455.500000 Penalty: 4973.166504
	Iteration 7Q: 3 clusters Score -4527456 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -4527610.000000 Penalty: 4973.166504
	Iteration 8Q: 3 clusters Score -4527610 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12708 members 
Mstep: Class 2 contains 9911 members 
Entering Unmasked Estep 
Score: -4527745.500000 Penalty: 4973.166504
	Iteration 9Q: 3 clusters Score -4527746 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 9530 members 
Entering Unmasked Estep 
Score: -4527916.500000 Penalty: 4973.166504
	Iteration 10Q: 3 clusters Score -4527916 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -4528138.000000 Penalty: 4973.166504
	Iteration 11Q: 3 clusters Score -4528138 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 8400 members 
Entering Unmasked Estep 
Score: -4528455.000000 Penalty: 4973.166504
	Iteration 12Q: 3 clusters Score -4528455 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14992 members 
Mstep: Class 2 contains 7627 members 
Entering Unmasked Estep 
Score: -4528762.500000 Penalty: 4973.166504
	Iteration 13Q: 3 clusters Score -4528762 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15877 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -4529287.000000 Penalty: 4973.166504
	Iteration 14Q: 3 clusters Score -4529287 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -4529898.500000 Penalty: 4973.166504
	Iteration 15Q: 3 clusters Score -4529898 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -4530667.500000 Penalty: 4973.166504
	Iteration 16Q: 3 clusters Score -4530668 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18910 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -4531425.000000 Penalty: 4973.166504
	Iteration 17Q: 3 clusters Score -4531425 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4532181.000000 Penalty: 4973.166504
	Iteration 18Q: 3 clusters Score -4532181 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20460 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -4532774.500000 Penalty: 4973.166504
	Iteration 19Q: 3 clusters Score -4532774 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20937 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -4533180.000000 Penalty: 4973.166504
	Iteration 20F: 3 clusters Score -4533180 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21297 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -4533519.000000 Penalty: 4973.166504
	Iteration 21Q: 3 clusters Score -4533519 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21568 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -4533747.000000 Penalty: 4973.166504
	Iteration 22Q: 3 clusters Score -4533747 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -4533905.000000 Penalty: 4973.166504
	Iteration 23Q: 3 clusters Score -4533905 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -4534012.000000 Penalty: 4973.166504
	Iteration 24Q: 3 clusters Score -4534012 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21942 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -4534096.000000 Penalty: 4973.166504
	Iteration 25Q: 3 clusters Score -4534096 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21995 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -4534146.000000 Penalty: 4973.166504
	Iteration 26Q: 3 clusters Score -4534146 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -4534187.000000 Penalty: 4973.166504
	Iteration 27Q: 3 clusters Score -4534187 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -4534213.000000 Penalty: 4973.166504
	Iteration 28Q: 3 clusters Score -4534213 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -4534223.500000 Penalty: 4973.166504
	Iteration 29Q: 3 clusters Score -4534224 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -4534233.500000 Penalty: 4973.166504
	Iteration 30Q: 3 clusters Score -4534234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4534243.000000 Penalty: 4973.166504
	Iteration 31Q: 3 clusters Score -4534243 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -4534248.500000 Penalty: 4973.166504
	Iteration 32Q: 3 clusters Score -4534248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -4534247.000000 Penalty: 4973.166504
	Iteration 33Q: 3 clusters Score -4534247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4534254.000000 Penalty: 4973.166504
	Iteration 34Q: 3 clusters Score -4534254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -4534250.500000 Penalty: 4973.166504
	Iteration 35Q: 3 clusters Score -4534250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4534252.000000 Penalty: 4973.166504
	Iteration 36Q: 3 clusters Score -4534252 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4534252.000000 Penalty: 4973.166504
	Iteration 37F: 3 clusters Score -4534252 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (32565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Entering Unmasked Estep 
Score: -6496497.000000 Penalty: 2576.966309
	Iteration 0F: 2 clusters Score -6496497 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16298 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -6476566.000000 Penalty: 5153.932617
	Iteration 0F: 3 clusters Score -6476566 nChanged 14782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16042 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -6484547.000000 Penalty: 5153.932617
	Iteration 1F: 3 clusters Score -6484547 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -6485023.500000 Penalty: 5153.932617
	Iteration 2Q: 3 clusters Score -6485024 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -6485459.500000 Penalty: 5153.932617
	Iteration 3Q: 3 clusters Score -6485460 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -6485864.000000 Penalty: 5153.932617
	Iteration 4Q: 3 clusters Score -6485864 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -6486297.000000 Penalty: 5153.932617
	Iteration 5Q: 3 clusters Score -6486297 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15507 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -6486686.500000 Penalty: 5153.932617
	Iteration 6Q: 3 clusters Score -6486686 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -6487042.000000 Penalty: 5153.932617
	Iteration 7Q: 3 clusters Score -6487042 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -6487451.500000 Penalty: 5153.932617
	Iteration 8Q: 3 clusters Score -6487452 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
Score: -6487933.000000 Penalty: 5153.932617
	Iteration 9Q: 3 clusters Score -6487933 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 16905 members 
Entering Unmasked Estep 
Score: -6488486.500000 Penalty: 5153.932617
	Iteration 10Q: 3 clusters Score -6488486 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15922 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -6489149.000000 Penalty: 5153.932617
	Iteration 11Q: 3 clusters Score -6489149 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -6490054.500000 Penalty: 5153.932617
	Iteration 12Q: 3 clusters Score -6490054 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16414 members 
Mstep: Class 2 contains 16151 members 
Entering Unmasked Estep 
Score: -6491170.500000 Penalty: 5153.932617
	Iteration 13Q: 3 clusters Score -6491170 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16667 members 
Mstep: Class 2 contains 15898 members 
Entering Unmasked Estep 
Score: -6492399.500000 Penalty: 5153.932617
	Iteration 14Q: 3 clusters Score -6492400 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 15631 members 
Entering Unmasked Estep 
Score: -6493311.500000 Penalty: 5153.932617
	Iteration 15Q: 3 clusters Score -6493312 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 15342 members 
Entering Unmasked Estep 
Score: -6493827.000000 Penalty: 5153.932617
	Iteration 16Q: 3 clusters Score -6493827 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17548 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -6494094.000000 Penalty: 5153.932617
	Iteration 17Q: 3 clusters Score -6494094 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -6494313.500000 Penalty: 5153.932617
	Iteration 18Q: 3 clusters Score -6494314 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 14204 members 
Entering Unmasked Estep 
Score: -6494481.000000 Penalty: 5153.932617
	Iteration 19Q: 3 clusters Score -6494481 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18825 members 
Mstep: Class 2 contains 13740 members 
Entering Unmasked Estep 
Score: -6494620.000000 Penalty: 5153.932617
	Iteration 20F: 3 clusters Score -6494620 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19237 members 
Mstep: Class 2 contains 13328 members 
Entering Unmasked Estep 
Score: -6494707.000000 Penalty: 5153.932617
	Iteration 21Q: 3 clusters Score -6494707 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19626 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -6494729.000000 Penalty: 5153.932617
	Iteration 22Q: 3 clusters Score -6494729 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 12616 members 
Entering Unmasked Estep 
Score: -6494746.500000 Penalty: 5153.932617
	Iteration 23Q: 3 clusters Score -6494746 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 12361 members 
Entering Unmasked Estep 
Score: -6494749.000000 Penalty: 5153.932617
	Iteration 24Q: 3 clusters Score -6494749 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -6494758.500000 Penalty: 5153.932617
	Iteration 25Q: 3 clusters Score -6494758 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20662 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -6494749.000000 Penalty: 5153.932617
	Iteration 26Q: 3 clusters Score -6494749 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 11695 members 
Entering Unmasked Estep 
Score: -6494759.500000 Penalty: 5153.932617
	Iteration 27Q: 3 clusters Score -6494760 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -6494719.500000 Penalty: 5153.932617
	Iteration 28Q: 3 clusters Score -6494720 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21342 members 
Mstep: Class 2 contains 11223 members 
Entering Unmasked Estep 
Score: -6494719.000000 Penalty: 5153.932617
	Iteration 29Q: 3 clusters Score -6494719 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21572 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -6494740.000000 Penalty: 5153.932617
	Iteration 30Q: 3 clusters Score -6494740 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21785 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -6494699.500000 Penalty: 5153.932617
	Iteration 31Q: 3 clusters Score -6494700 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21953 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -6494696.000000 Penalty: 5153.932617
	Iteration 32Q: 3 clusters Score -6494696 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 10428 members 
Entering Unmasked Estep 
Score: -6494673.500000 Penalty: 5153.932617
	Iteration 33Q: 3 clusters Score -6494674 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -6494691.500000 Penalty: 5153.932617
	Iteration 34Q: 3 clusters Score -6494692 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22556 members 
Mstep: Class 2 contains 10009 members 
Entering Unmasked Estep 
Score: -6494678.500000 Penalty: 5153.932617
	Iteration 35Q: 3 clusters Score -6494678 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 9754 members 
Entering Unmasked Estep 
Score: -6494648.000000 Penalty: 5153.932617
	Iteration 36Q: 3 clusters Score -6494648 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 9494 members 
Entering Unmasked Estep 
Score: -6494622.500000 Penalty: 5153.932617
	Iteration 37Q: 3 clusters Score -6494622 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23386 members 
Mstep: Class 2 contains 9179 members 
Entering Unmasked Estep 
Score: -6494574.000000 Penalty: 5153.932617
	Iteration 38Q: 3 clusters Score -6494574 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23758 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -6494587.000000 Penalty: 5153.932617
	Iteration 39Q: 3 clusters Score -6494587 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -6494527.000000 Penalty: 5153.932617
	Iteration 40F: 3 clusters Score -6494527 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24354 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -6494526.500000 Penalty: 5153.932617
	Iteration 41Q: 3 clusters Score -6494526 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -6494555.500000 Penalty: 5153.932617
	Iteration 42Q: 3 clusters Score -6494556 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24930 members 
Mstep: Class 2 contains 7635 members 
Entering Unmasked Estep 
Score: -6494550.500000 Penalty: 5153.932617
	Iteration 43Q: 3 clusters Score -6494550 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 7389 members 
Entering Unmasked Estep 
Score: -6494520.500000 Penalty: 5153.932617
	Iteration 44Q: 3 clusters Score -6494520 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25446 members 
Mstep: Class 2 contains 7119 members 
Entering Unmasked Estep 
Score: -6494464.500000 Penalty: 5153.932617
	Iteration 45Q: 3 clusters Score -6494464 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25728 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -6494494.500000 Penalty: 5153.932617
	Iteration 46Q: 3 clusters Score -6494494 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26120 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -6494564.000000 Penalty: 5153.932617
	Iteration 47Q: 3 clusters Score -6494564 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26444 members 
Mstep: Class 2 contains 6121 members 
Entering Unmasked Estep 
Score: -6494635.500000 Penalty: 5153.932617
	Iteration 48Q: 3 clusters Score -6494636 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 5892 members 
Entering Unmasked Estep 
Score: -6494684.500000 Penalty: 5153.932617
	Iteration 49Q: 3 clusters Score -6494684 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26848 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -6494720.500000 Penalty: 5153.932617
	Iteration 50Q: 3 clusters Score -6494720 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26976 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
Score: -6494739.000000 Penalty: 5153.932617
	Iteration 51Q: 3 clusters Score -6494739 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -6494760.500000 Penalty: 5153.932617
	Iteration 52Q: 3 clusters Score -6494760 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -6494759.500000 Penalty: 5153.932617
	Iteration 53Q: 3 clusters Score -6494760 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -6494771.500000 Penalty: 5153.932617
	Iteration 54Q: 3 clusters Score -6494772 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27171 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -6494765.000000 Penalty: 5153.932617
	Iteration 55Q: 3 clusters Score -6494765 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27193 members 
Mstep: Class 2 contains 5372 members 
Entering Unmasked Estep 
Score: -6494771.000000 Penalty: 5153.932617
	Iteration 56Q: 3 clusters Score -6494771 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27211 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -6494782.000000 Penalty: 5153.932617
	Iteration 57Q: 3 clusters Score -6494782 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27220 members 
Mstep: Class 2 contains 5345 members 
Entering Unmasked Estep 
Score: -6494787.000000 Penalty: 5153.932617
	Iteration 58Q: 3 clusters Score -6494787 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27229 members 
Mstep: Class 2 contains 5336 members 
Entering Unmasked Estep 
Score: -6494788.000000 Penalty: 5153.932617
	Iteration 59Q: 3 clusters Score -6494788 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -6494784.000000 Penalty: 5153.932617
	Iteration 60F: 3 clusters Score -6494784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27245 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -6494791.000000 Penalty: 5153.932617
	Iteration 61Q: 3 clusters Score -6494791 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27255 members 
Mstep: Class 2 contains 5310 members 
Entering Unmasked Estep 
Score: -6494783.500000 Penalty: 5153.932617
	Iteration 62Q: 3 clusters Score -6494784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27261 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -6494797.000000 Penalty: 5153.932617
	Iteration 63Q: 3 clusters Score -6494797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -6494803.500000 Penalty: 5153.932617
	Iteration 64Q: 3 clusters Score -6494804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27274 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -6494795.500000 Penalty: 5153.932617
	Iteration 65Q: 3 clusters Score -6494796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27275 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -6494794.500000 Penalty: 5153.932617
	Iteration 66Q: 3 clusters Score -6494794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -6494794.500000 Penalty: 5153.932617
	Iteration 67Q: 3 clusters Score -6494794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -6494794.500000 Penalty: 5153.932617
	Iteration 68F: 3 clusters Score -6494794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -80723.734375 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -80723.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79197.921875 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79197.92 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -79330.351562 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -79330.35 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -79365.460938 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -79365.46 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -79389.039062 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -79389.04 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79400.429688 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -79400.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -79407.750000 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -79407.75 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79408.703125 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -79408.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79408.703125 Penalty: 3067.337891
	Iteration 7F: 3 clusters Score -79408.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (351 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Entering Unmasked Estep 
Score: -53907.023438 Penalty: 1453.475098
	Iteration 0F: 2 clusters Score -53907.02 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52752.800781 Penalty: 2906.950195
	Iteration 0F: 3 clusters Score -52752.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -53137.949219 Penalty: 2906.950195
	Iteration 1F: 3 clusters Score -53137.95 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -53320.277344 Penalty: 2906.950195
	Iteration 2F: 3 clusters Score -53320.28 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -53385.691406 Penalty: 2906.950195
	Iteration 3Q: 3 clusters Score -53385.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53389.574219 Penalty: 2906.950195
	Iteration 4Q: 3 clusters Score -53389.57 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -53414.078125 Penalty: 2906.950195
	Iteration 5Q: 3 clusters Score -53414.08 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53465.820312 Penalty: 2906.950195
	Iteration 6Q: 3 clusters Score -53465.82 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -53500.425781 Penalty: 2906.950195
	Iteration 7Q: 3 clusters Score -53500.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53511.023438 Penalty: 2906.950195
	Iteration 8Q: 3 clusters Score -53511.02 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -53511.023438 Penalty: 2906.950195
	Iteration 9F: 3 clusters Score -53511.02 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -212718.500000 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -212718.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -210746.656250 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -210746.7 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -211114.390625 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -211114.4 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -211286.312500 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -211286.3 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -211389.078125 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -211389.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -211482.781250 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -211482.8 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -211567.375000 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -211567.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -211630.421875 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -211630.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -211689.250000 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -211689.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -211750.968750 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -211751 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -211812.859375 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -211812.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -211883.484375 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -211883.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -211952.859375 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -211952.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -212017.187500 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -212017.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -212048.687500 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -212048.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -212082.546875 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -212082.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -212095.328125 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -212095.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -212103.562500 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -212103.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -212105.921875 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -212105.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -212105.921875 Penalty: 3480.683105
	Iteration 18F: 3 clusters Score -212105.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -102216.226562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -102216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100567.625000 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -100567.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100760.757812 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -100760.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -100823.742188 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -100823.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -100850.750000 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -100850.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100860.531250 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -100860.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -100870.523438 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -100870.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100881.164062 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -100881.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -100889.460938 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -100889.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -100897.367188 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -100897.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -100900.875000 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -100900.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -100901.546875 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -100901.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -100902.703125 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -100902.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -100902.703125 Penalty: 3184.317383
	Iteration 12F: 3 clusters Score -100902.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -89970.000000 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -89970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -88412.429688 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -88412.43 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -88678.476562 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -88678.48 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -88830.882812 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -88830.88 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -88906.593750 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -88906.59 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -88949.351562 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -88949.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -88980.046875 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -88980.05 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89002.335938 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -89002.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -89016.835938 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -89016.84 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -89034.250000 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -89034.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -89048.476562 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -89048.48 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -89064.593750 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -89064.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -89085.367188 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -89085.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -89087.851562 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -89087.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -89089.132812 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -89089.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -89090.718750 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -89090.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -89092.203125 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -89092.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -89092.203125 Penalty: 3124.278809
	Iteration 16F: 3 clusters Score -89092.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (21857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Entering Unmasked Estep 
Score: -4377055.000000 Penalty: 2478.084473
	Iteration 0F: 2 clusters Score -4377055 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -4362103.000000 Penalty: 4956.168945
	Iteration 0F: 3 clusters Score -4362103 nChanged 9695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10658 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -4367348.500000 Penalty: 4956.168945
	Iteration 1F: 3 clusters Score -4367348 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10585 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -4367757.500000 Penalty: 4956.168945
	Iteration 2F: 3 clusters Score -4367758 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -4368135.000000 Penalty: 4956.168945
	Iteration 3Q: 3 clusters Score -4368135 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 11431 members 
Entering Unmasked Estep 
Score: -4368489.500000 Penalty: 4956.168945
	Iteration 4Q: 3 clusters Score -4368490 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10353 members 
Mstep: Class 2 contains 11504 members 
Entering Unmasked Estep 
Score: -4368857.000000 Penalty: 4956.168945
	Iteration 5Q: 3 clusters Score -4368857 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -4369298.500000 Penalty: 4956.168945
	Iteration 6Q: 3 clusters Score -4369298 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -4369826.000000 Penalty: 4956.168945
	Iteration 7Q: 3 clusters Score -4369826 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10259 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -4370536.000000 Penalty: 4956.168945
	Iteration 8Q: 3 clusters Score -4370536 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10250 members 
Mstep: Class 2 contains 11607 members 
Entering Unmasked Estep 
Score: -4371372.000000 Penalty: 4956.168945
	Iteration 9F: 3 clusters Score -4371372 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10254 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -4372171.500000 Penalty: 4956.168945
	Iteration 10F: 3 clusters Score -4372172 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10314 members 
Mstep: Class 2 contains 11543 members 
Entering Unmasked Estep 
Score: -4372782.000000 Penalty: 4956.168945
	Iteration 11Q: 3 clusters Score -4372782 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 11471 members 
Entering Unmasked Estep 
Score: -4373119.000000 Penalty: 4956.168945
	Iteration 12Q: 3 clusters Score -4373119 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10513 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -4373337.500000 Penalty: 4956.168945
	Iteration 13Q: 3 clusters Score -4373338 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10673 members 
Mstep: Class 2 contains 11184 members 
Entering Unmasked Estep 
Score: -4373485.500000 Penalty: 4956.168945
	Iteration 14Q: 3 clusters Score -4373486 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 11034 members 
Entering Unmasked Estep 
Score: -4373625.000000 Penalty: 4956.168945
	Iteration 15Q: 3 clusters Score -4373625 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 10851 members 
Entering Unmasked Estep 
Score: -4373745.500000 Penalty: 4956.168945
	Iteration 16Q: 3 clusters Score -4373746 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 10652 members 
Entering Unmasked Estep 
Score: -4373836.000000 Penalty: 4956.168945
	Iteration 17Q: 3 clusters Score -4373836 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11388 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -4373924.500000 Penalty: 4956.168945
	Iteration 18Q: 3 clusters Score -4373924 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11549 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -4374012.000000 Penalty: 4956.168945
	Iteration 19Q: 3 clusters Score -4374012 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -4374050.000000 Penalty: 4956.168945
	Iteration 20F: 3 clusters Score -4374050 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11917 members 
Mstep: Class 2 contains 9940 members 
Entering Unmasked Estep 
Score: -4374099.500000 Penalty: 4956.168945
	Iteration 21Q: 3 clusters Score -4374100 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 9735 members 
Entering Unmasked Estep 
Score: -4374141.500000 Penalty: 4956.168945
	Iteration 22Q: 3 clusters Score -4374142 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12290 members 
Mstep: Class 2 contains 9567 members 
Entering Unmasked Estep 
Score: -4374175.500000 Penalty: 4956.168945
	Iteration 23Q: 3 clusters Score -4374176 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12481 members 
Mstep: Class 2 contains 9376 members 
Entering Unmasked Estep 
Score: -4374210.500000 Penalty: 4956.168945
	Iteration 24Q: 3 clusters Score -4374210 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12669 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
Score: -4374217.000000 Penalty: 4956.168945
	Iteration 25Q: 3 clusters Score -4374217 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12835 members 
Mstep: Class 2 contains 9022 members 
Entering Unmasked Estep 
Score: -4374283.500000 Penalty: 4956.168945
	Iteration 26Q: 3 clusters Score -4374284 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 8862 members 
Entering Unmasked Estep 
Score: -4374340.000000 Penalty: 4956.168945
	Iteration 27Q: 3 clusters Score -4374340 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -4374359.000000 Penalty: 4956.168945
	Iteration 28Q: 3 clusters Score -4374359 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4374382.000000 Penalty: 4956.168945
	Iteration 29Q: 3 clusters Score -4374382 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13480 members 
Mstep: Class 2 contains 8377 members 
Entering Unmasked Estep 
Score: -4374429.000000 Penalty: 4956.168945
	Iteration 30Q: 3 clusters Score -4374429 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -4374462.500000 Penalty: 4956.168945
	Iteration 31Q: 3 clusters Score -4374462 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 8070 members 
Entering Unmasked Estep 
Score: -4374462.000000 Penalty: 4956.168945
	Iteration 32Q: 3 clusters Score -4374462 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 7950 members 
Entering Unmasked Estep 
Score: -4374475.500000 Penalty: 4956.168945
	Iteration 33Q: 3 clusters Score -4374476 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14013 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -4374494.500000 Penalty: 4956.168945
	Iteration 34Q: 3 clusters Score -4374494 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14091 members 
Mstep: Class 2 contains 7766 members 
Entering Unmasked Estep 
Score: -4374511.000000 Penalty: 4956.168945
	Iteration 35Q: 3 clusters Score -4374511 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 7700 members 
Entering Unmasked Estep 
Score: -4374508.000000 Penalty: 4956.168945
	Iteration 36Q: 3 clusters Score -4374508 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14218 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -4374515.500000 Penalty: 4956.168945
	Iteration 37Q: 3 clusters Score -4374516 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14276 members 
Mstep: Class 2 contains 7581 members 
Entering Unmasked Estep 
Score: -4374520.500000 Penalty: 4956.168945
	Iteration 38Q: 3 clusters Score -4374520 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14309 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -4374513.000000 Penalty: 4956.168945
	Iteration 39Q: 3 clusters Score -4374513 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 7524 members 
Entering Unmasked Estep 
Score: -4374518.000000 Penalty: 4956.168945
	Iteration 40F: 3 clusters Score -4374518 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14351 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -4374525.000000 Penalty: 4956.168945
	Iteration 41Q: 3 clusters Score -4374525 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -4374530.000000 Penalty: 4956.168945
	Iteration 42Q: 3 clusters Score -4374530 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 7483 members 
Entering Unmasked Estep 
Score: -4374524.500000 Penalty: 4956.168945
	Iteration 43Q: 3 clusters Score -4374524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14379 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -4374521.000000 Penalty: 4956.168945
	Iteration 44Q: 3 clusters Score -4374521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14385 members 
Mstep: Class 2 contains 7472 members 
Entering Unmasked Estep 
Score: -4374523.500000 Penalty: 4956.168945
	Iteration 45Q: 3 clusters Score -4374524 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -4374527.000000 Penalty: 4956.168945
	Iteration 46Q: 3 clusters Score -4374527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14389 members 
Mstep: Class 2 contains 7468 members 
Entering Unmasked Estep 
Score: -4374523.500000 Penalty: 4956.168945
	Iteration 47Q: 3 clusters Score -4374524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14392 members 
Mstep: Class 2 contains 7465 members 
Entering Unmasked Estep 
Score: -4374520.000000 Penalty: 4956.168945
	Iteration 48Q: 3 clusters Score -4374520 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -4374523.000000 Penalty: 4956.168945
	Iteration 49Q: 3 clusters Score -4374523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14395 members 
Mstep: Class 2 contains 7462 members 
Entering Unmasked Estep 
Score: -4374523.000000 Penalty: 4956.168945
	Iteration 50F: 3 clusters Score -4374523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -81383.726562 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -81383.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79864.250000 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79864.25 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80011.031250 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -80011.03 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80053.335938 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -80053.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -80072.835938 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -80072.84 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -80089.804688 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -80089.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -80098.351562 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -80098.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80100.109375 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -80100.11 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -80103.687500 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -80103.69 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80107.828125 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -80107.83 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80107.828125 Penalty: 3067.337891
	Iteration 9F: 3 clusters Score -80107.83 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -73726.085938 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -73726.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -72250.132812 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -72250.13 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72424.335938 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -72424.34 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72493.421875 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -72493.42 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72522.960938 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -72522.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72532.929688 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -72532.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72541.250000 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -72541.25 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72542.984375 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -72542.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72545.796875 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -72545.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72549.109375 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -72549.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72550.531250 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -72550.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72552.218750 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -72552.22 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72553.320312 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -72553.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72554.109375 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -72554.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72554.109375 Penalty: 3051.755371
	Iteration 13F: 3 clusters Score -72554.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 28323 members 
Mstep: Class 3 contains 45792 members 
Mstep: Class 4 contains 3719 members 
Mstep: Class 5 contains 34712 members 
Mstep: Class 6 contains 34777 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46651 members 
Mstep: Class 9 contains 7964 members 
Mstep: Class 10 contains 26354 members 
Mstep: Class 11 contains 51017 members 
Mstep: Class 12 contains 69517 members 
Mstep: Class 13 contains 51791 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 29496 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45370 members 
Mstep: Class 18 contains 46189 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23200 members 
Mstep: Class 22 contains 31875 members 
Mstep: Class 23 contains 19577 members 
Mstep: Class 24 contains 31488 members 
Mstep: Class 25 contains 7232 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47190 members 
Mstep: Class 28 contains 22786 members 
Mstep: Class 29 contains 27500 members 
Mstep: Class 30 contains 58071 members 
Mstep: Class 31 contains 53755 members 
Mstep: Class 32 contains 66629 members 
Mstep: Class 33 contains 21401 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39885 members 
Mstep: Class 36 contains 45744 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 22619 members 
Mstep: Class 40 contains 32565 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21857 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959120.000000 Penalty: 165768.828125
Iteration 159Q: 49 clusters Score -2.079591e+08 nChanged 4919
Entering Unmasked Mstep 
Mstep: Class 0 contains 77 members 
Mstep: Class 1 contains 7094 members 
Mstep: Class 2 contains 28311 members 
Mstep: Class 3 contains 45852 members 
Mstep: Class 4 contains 3718 members 
Mstep: Class 5 contains 34615 members 
Mstep: Class 6 contains 34902 members 
Mstep: Class 7 contains 267 members 
Mstep: Class 8 contains 46686 members 
Mstep: Class 9 contains 7965 members 
Mstep: Class 10 contains 26360 members 
Mstep: Class 11 contains 51129 members 
Mstep: Class 12 contains 69521 members 
Mstep: Class 13 contains 51745 members 
Mstep: Class 14 contains 4674 members 
Mstep: Class 15 contains 29494 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45442 members 
Mstep: Class 18 contains 46148 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23198 members 
Mstep: Class 22 contains 31734 members 
Mstep: Class 23 contains 19512 members 
Mstep: Class 24 contains 31497 members 
Mstep: Class 25 contains 7151 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47218 members 
Mstep: Class 28 contains 22760 members 
Mstep: Class 29 contains 27437 members 
Mstep: Class 30 contains 58060 members 
Mstep: Class 31 contains 53789 members 
Mstep: Class 32 contains 66625 members 
Mstep: Class 33 contains 21336 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39942 members 
Mstep: Class 36 contains 45726 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 22821 members 
Mstep: Class 40 contains 32611 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21738 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958784.000000 Penalty: 165768.828125
Iteration 160F: 49 clusters Score -2.079588e+08 nChanged 4753
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 28277 members 
Mstep: Class 3 contains 45962 members 
Mstep: Class 4 contains 3719 members 
Mstep: Class 5 contains 34523 members 
Mstep: Class 6 contains 35013 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46696 members 
Mstep: Class 9 contains 7978 members 
Mstep: Class 10 contains 26365 members 
Mstep: Class 11 contains 51219 members 
Mstep: Class 12 contains 69519 members 
Mstep: Class 13 contains 51709 members 
Mstep: Class 14 contains 4673 members 
Mstep: Class 15 contains 29492 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45502 members 
Mstep: Class 18 contains 46109 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23218 members 
Mstep: Class 22 contains 31575 members 
Mstep: Class 23 contains 19447 members 
Mstep: Class 24 contains 31509 members 
Mstep: Class 25 contains 7066 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47233 members 
Mstep: Class 28 contains 22741 members 
Mstep: Class 29 contains 27405 members 
Mstep: Class 30 contains 58065 members 
Mstep: Class 31 contains 53837 members 
Mstep: Class 32 contains 66628 members 
Mstep: Class 33 contains 21283 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39985 members 
Mstep: Class 36 contains 45685 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 23007 members 
Mstep: Class 40 contains 32674 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21598 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958448.000000 Penalty: 165768.828125
Iteration 161Q: 49 clusters Score -2.079584e+08 nChanged 4629
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 28280 members 
Mstep: Class 3 contains 46086 members 
Mstep: Class 4 contains 3724 members 
Mstep: Class 5 contains 34456 members 
Mstep: Class 6 contains 35132 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46737 members 
Mstep: Class 9 contains 7981 members 
Mstep: Class 10 contains 26363 members 
Mstep: Class 11 contains 51328 members 
Mstep: Class 12 contains 69514 members 
Mstep: Class 13 contains 51692 members 
Mstep: Class 14 contains 4670 members 
Mstep: Class 15 contains 29487 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45521 members 
Mstep: Class 18 contains 46031 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23241 members 
Mstep: Class 22 contains 31427 members 
Mstep: Class 23 contains 19402 members 
Mstep: Class 24 contains 31505 members 
Mstep: Class 25 contains 7000 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47222 members 
Mstep: Class 28 contains 22734 members 
Mstep: Class 29 contains 27350 members 
Mstep: Class 30 contains 58074 members 
Mstep: Class 31 contains 53869 members 
Mstep: Class 32 contains 66592 members 
Mstep: Class 33 contains 21231 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40022 members 
Mstep: Class 36 contains 45680 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 23180 members 
Mstep: Class 40 contains 32719 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21460 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958992.000000 Penalty: 165768.828125
Iteration 162Q: 49 clusters Score -2.07959e+08 nChanged 4577
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 28284 members 
Mstep: Class 3 contains 46189 members 
Mstep: Class 4 contains 3728 members 
Mstep: Class 5 contains 34393 members 
Mstep: Class 6 contains 35266 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46730 members 
Mstep: Class 9 contains 7983 members 
Mstep: Class 10 contains 26356 members 
Mstep: Class 11 contains 51418 members 
Mstep: Class 12 contains 69528 members 
Mstep: Class 13 contains 51674 members 
Mstep: Class 14 contains 4671 members 
Mstep: Class 15 contains 29468 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45537 members 
Mstep: Class 18 contains 45980 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23271 members 
Mstep: Class 22 contains 31262 members 
Mstep: Class 23 contains 19348 members 
Mstep: Class 24 contains 31491 members 
Mstep: Class 25 contains 6929 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47243 members 
Mstep: Class 28 contains 22717 members 
Mstep: Class 29 contains 27315 members 
Mstep: Class 30 contains 58079 members 
Mstep: Class 31 contains 53929 members 
Mstep: Class 32 contains 66564 members 
Mstep: Class 33 contains 21166 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40066 members 
Mstep: Class 36 contains 45684 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 23333 members 
Mstep: Class 40 contains 32772 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21337 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958432.000000 Penalty: 165768.828125
Iteration 163Q: 49 clusters Score -2.079584e+08 nChanged 4374
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 28274 members 
Mstep: Class 3 contains 46283 members 
Mstep: Class 4 contains 3734 members 
Mstep: Class 5 contains 34352 members 
Mstep: Class 6 contains 35367 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46735 members 
Mstep: Class 9 contains 7986 members 
Mstep: Class 10 contains 26345 members 
Mstep: Class 11 contains 51498 members 
Mstep: Class 12 contains 69522 members 
Mstep: Class 13 contains 51669 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 29450 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45569 members 
Mstep: Class 18 contains 45938 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23295 members 
Mstep: Class 22 contains 31169 members 
Mstep: Class 23 contains 19284 members 
Mstep: Class 24 contains 31478 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47253 members 
Mstep: Class 28 contains 22700 members 
Mstep: Class 29 contains 27255 members 
Mstep: Class 30 contains 58073 members 
Mstep: Class 31 contains 53968 members 
Mstep: Class 32 contains 66548 members 
Mstep: Class 33 contains 21102 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40092 members 
Mstep: Class 36 contains 45694 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 23466 members 
Mstep: Class 40 contains 32849 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21231 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958400.000000 Penalty: 165768.828125
Iteration 164Q: 49 clusters Score -2.079584e+08 nChanged 4197
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 28232 members 
Mstep: Class 3 contains 46378 members 
Mstep: Class 4 contains 3739 members 
Mstep: Class 5 contains 34326 members 
Mstep: Class 6 contains 35420 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46759 members 
Mstep: Class 9 contains 7983 members 
Mstep: Class 10 contains 26364 members 
Mstep: Class 11 contains 51607 members 
Mstep: Class 12 contains 69525 members 
Mstep: Class 13 contains 51637 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 29434 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45582 members 
Mstep: Class 18 contains 45920 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23319 members 
Mstep: Class 22 contains 31072 members 
Mstep: Class 23 contains 19237 members 
Mstep: Class 24 contains 31466 members 
Mstep: Class 25 contains 6789 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47288 members 
Mstep: Class 28 contains 22683 members 
Mstep: Class 29 contains 27219 members 
Mstep: Class 30 contains 58098 members 
Mstep: Class 31 contains 53942 members 
Mstep: Class 32 contains 66510 members 
Mstep: Class 33 contains 21044 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40117 members 
Mstep: Class 36 contains 45752 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 23578 members 
Mstep: Class 40 contains 32882 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21132 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958704.000000 Penalty: 165768.828125
Iteration 165Q: 49 clusters Score -2.079587e+08 nChanged 4166
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 28189 members 
Mstep: Class 3 contains 46428 members 
Mstep: Class 4 contains 3746 members 
Mstep: Class 5 contains 34272 members 
Mstep: Class 6 contains 35486 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46807 members 
Mstep: Class 9 contains 7989 members 
Mstep: Class 10 contains 26371 members 
Mstep: Class 11 contains 51666 members 
Mstep: Class 12 contains 69525 members 
Mstep: Class 13 contains 51609 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 29426 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45628 members 
Mstep: Class 18 contains 45926 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23337 members 
Mstep: Class 22 contains 30987 members 
Mstep: Class 23 contains 19185 members 
Mstep: Class 24 contains 31467 members 
Mstep: Class 25 contains 6694 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47317 members 
Mstep: Class 28 contains 22672 members 
Mstep: Class 29 contains 27184 members 
Mstep: Class 30 contains 58100 members 
Mstep: Class 31 contains 53912 members 
Mstep: Class 32 contains 66510 members 
Mstep: Class 33 contains 20991 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40161 members 
Mstep: Class 36 contains 45822 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 23691 members 
Mstep: Class 40 contains 32893 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21043 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959152.000000 Penalty: 165768.828125
Iteration 166Q: 49 clusters Score -2.079592e+08 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 28169 members 
Mstep: Class 3 contains 46511 members 
Mstep: Class 4 contains 3748 members 
Mstep: Class 5 contains 34250 members 
Mstep: Class 6 contains 35520 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46802 members 
Mstep: Class 9 contains 7994 members 
Mstep: Class 10 contains 26376 members 
Mstep: Class 11 contains 51753 members 
Mstep: Class 12 contains 69527 members 
Mstep: Class 13 contains 51583 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 29457 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45668 members 
Mstep: Class 18 contains 45911 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23344 members 
Mstep: Class 22 contains 30886 members 
Mstep: Class 23 contains 19143 members 
Mstep: Class 24 contains 31474 members 
Mstep: Class 25 contains 6604 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47365 members 
Mstep: Class 28 contains 22654 members 
Mstep: Class 29 contains 27164 members 
Mstep: Class 30 contains 58114 members 
Mstep: Class 31 contains 53868 members 
Mstep: Class 32 contains 66495 members 
Mstep: Class 33 contains 20953 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40190 members 
Mstep: Class 36 contains 45890 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 23791 members 
Mstep: Class 40 contains 32877 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20956 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959136.000000 Penalty: 165768.828125
Iteration 167Q: 49 clusters Score -2.079591e+08 nChanged 4157
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 28144 members 
Mstep: Class 3 contains 46614 members 
Mstep: Class 4 contains 3751 members 
Mstep: Class 5 contains 34229 members 
Mstep: Class 6 contains 35580 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46865 members 
Mstep: Class 9 contains 7999 members 
Mstep: Class 10 contains 26373 members 
Mstep: Class 11 contains 51833 members 
Mstep: Class 12 contains 69562 members 
Mstep: Class 13 contains 51556 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 29432 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45654 members 
Mstep: Class 18 contains 45891 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23348 members 
Mstep: Class 22 contains 30775 members 
Mstep: Class 23 contains 19102 members 
Mstep: Class 24 contains 31489 members 
Mstep: Class 25 contains 6514 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47389 members 
Mstep: Class 28 contains 22636 members 
Mstep: Class 29 contains 27141 members 
Mstep: Class 30 contains 58122 members 
Mstep: Class 31 contains 53840 members 
Mstep: Class 32 contains 66500 members 
Mstep: Class 33 contains 20925 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40211 members 
Mstep: Class 36 contains 45905 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 23895 members 
Mstep: Class 40 contains 32882 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20873 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959376.000000 Penalty: 165768.828125
Iteration 168Q: 49 clusters Score -2.079594e+08 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 28160 members 
Mstep: Class 3 contains 46694 members 
Mstep: Class 4 contains 3759 members 
Mstep: Class 5 contains 34200 members 
Mstep: Class 6 contains 35628 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46920 members 
Mstep: Class 9 contains 8006 members 
Mstep: Class 10 contains 26374 members 
Mstep: Class 11 contains 51895 members 
Mstep: Class 12 contains 69589 members 
Mstep: Class 13 contains 51498 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 29397 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45716 members 
Mstep: Class 18 contains 45848 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23364 members 
Mstep: Class 22 contains 30645 members 
Mstep: Class 23 contains 19060 members 
Mstep: Class 24 contains 31502 members 
Mstep: Class 25 contains 6436 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47394 members 
Mstep: Class 28 contains 22635 members 
Mstep: Class 29 contains 27113 members 
Mstep: Class 30 contains 58143 members 
Mstep: Class 31 contains 53845 members 
Mstep: Class 32 contains 66494 members 
Mstep: Class 33 contains 20897 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40243 members 
Mstep: Class 36 contains 45910 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 23973 members 
Mstep: Class 40 contains 32867 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20822 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959056.000000 Penalty: 165768.828125
Iteration 169Q: 49 clusters Score -2.079591e+08 nChanged 3969
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 28168 members 
Mstep: Class 3 contains 46793 members 
Mstep: Class 4 contains 3766 members 
Mstep: Class 5 contains 34150 members 
Mstep: Class 6 contains 35675 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46937 members 
Mstep: Class 9 contains 8018 members 
Mstep: Class 10 contains 26391 members 
Mstep: Class 11 contains 51935 members 
Mstep: Class 12 contains 69616 members 
Mstep: Class 13 contains 51480 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 29364 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45764 members 
Mstep: Class 18 contains 45834 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23379 members 
Mstep: Class 22 contains 30526 members 
Mstep: Class 23 contains 19020 members 
Mstep: Class 24 contains 31520 members 
Mstep: Class 25 contains 6367 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47387 members 
Mstep: Class 28 contains 22612 members 
Mstep: Class 29 contains 27094 members 
Mstep: Class 30 contains 58170 members 
Mstep: Class 31 contains 53842 members 
Mstep: Class 32 contains 66498 members 
Mstep: Class 33 contains 20870 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40257 members 
Mstep: Class 36 contains 45922 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 24038 members 
Mstep: Class 40 contains 32860 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20774 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958928.000000 Penalty: 165768.828125
Iteration 170Q: 49 clusters Score -2.079589e+08 nChanged 3938
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7099 members 
Mstep: Class 2 contains 28193 members 
Mstep: Class 3 contains 46883 members 
Mstep: Class 4 contains 3770 members 
Mstep: Class 5 contains 34124 members 
Mstep: Class 6 contains 35722 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46943 members 
Mstep: Class 9 contains 8042 members 
Mstep: Class 10 contains 26393 members 
Mstep: Class 11 contains 51953 members 
Mstep: Class 12 contains 69659 members 
Mstep: Class 13 contains 51433 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 29347 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45815 members 
Mstep: Class 18 contains 45836 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23381 members 
Mstep: Class 22 contains 30398 members 
Mstep: Class 23 contains 18994 members 
Mstep: Class 24 contains 31537 members 
Mstep: Class 25 contains 6310 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47420 members 
Mstep: Class 28 contains 22586 members 
Mstep: Class 29 contains 27087 members 
Mstep: Class 30 contains 58169 members 
Mstep: Class 31 contains 53811 members 
Mstep: Class 32 contains 66519 members 
Mstep: Class 33 contains 20837 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40264 members 
Mstep: Class 36 contains 45933 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 24077 members 
Mstep: Class 40 contains 32874 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20718 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958544.000000 Penalty: 165768.828125
Iteration 171Q: 49 clusters Score -2.079585e+08 nChanged 3905
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 28187 members 
Mstep: Class 3 contains 46935 members 
Mstep: Class 4 contains 3774 members 
Mstep: Class 5 contains 34097 members 
Mstep: Class 6 contains 35754 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46935 members 
Mstep: Class 9 contains 8050 members 
Mstep: Class 10 contains 26426 members 
Mstep: Class 11 contains 51948 members 
Mstep: Class 12 contains 69689 members 
Mstep: Class 13 contains 51383 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 29338 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45858 members 
Mstep: Class 18 contains 45862 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23376 members 
Mstep: Class 22 contains 30289 members 
Mstep: Class 23 contains 18960 members 
Mstep: Class 24 contains 31566 members 
Mstep: Class 25 contains 6243 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47444 members 
Mstep: Class 28 contains 22573 members 
Mstep: Class 29 contains 27058 members 
Mstep: Class 30 contains 58197 members 
Mstep: Class 31 contains 53784 members 
Mstep: Class 32 contains 66550 members 
Mstep: Class 33 contains 20809 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40315 members 
Mstep: Class 36 contains 45933 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 24129 members 
Mstep: Class 40 contains 32910 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20652 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958368.000000 Penalty: 165768.828125
Iteration 172Q: 49 clusters Score -2.079584e+08 nChanged 3687
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7098 members 
Mstep: Class 2 contains 28217 members 
Mstep: Class 3 contains 47015 members 
Mstep: Class 4 contains 3779 members 
Mstep: Class 5 contains 34094 members 
Mstep: Class 6 contains 35737 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46946 members 
Mstep: Class 9 contains 8057 members 
Mstep: Class 10 contains 26438 members 
Mstep: Class 11 contains 51944 members 
Mstep: Class 12 contains 69742 members 
Mstep: Class 13 contains 51369 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 29295 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45908 members 
Mstep: Class 18 contains 45887 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23385 members 
Mstep: Class 22 contains 30203 members 
Mstep: Class 23 contains 18928 members 
Mstep: Class 24 contains 31594 members 
Mstep: Class 25 contains 6164 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47466 members 
Mstep: Class 28 contains 22567 members 
Mstep: Class 29 contains 27051 members 
Mstep: Class 30 contains 58204 members 
Mstep: Class 31 contains 53727 members 
Mstep: Class 32 contains 66515 members 
Mstep: Class 33 contains 20770 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40359 members 
Mstep: Class 36 contains 45946 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 24171 members 
Mstep: Class 40 contains 32945 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20600 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958928.000000 Penalty: 165768.828125
Iteration 173Q: 49 clusters Score -2.079589e+08 nChanged 3575
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7097 members 
Mstep: Class 2 contains 28211 members 
Mstep: Class 3 contains 47044 members 
Mstep: Class 4 contains 3787 members 
Mstep: Class 5 contains 34081 members 
Mstep: Class 6 contains 35706 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46955 members 
Mstep: Class 9 contains 8064 members 
Mstep: Class 10 contains 26449 members 
Mstep: Class 11 contains 51906 members 
Mstep: Class 12 contains 69787 members 
Mstep: Class 13 contains 51370 members 
Mstep: Class 14 contains 4694 members 
Mstep: Class 15 contains 29276 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45923 members 
Mstep: Class 18 contains 45917 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23389 members 
Mstep: Class 22 contains 30131 members 
Mstep: Class 23 contains 18892 members 
Mstep: Class 24 contains 31606 members 
Mstep: Class 25 contains 6084 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47498 members 
Mstep: Class 28 contains 22554 members 
Mstep: Class 29 contains 27044 members 
Mstep: Class 30 contains 58218 members 
Mstep: Class 31 contains 53727 members 
Mstep: Class 32 contains 66515 members 
Mstep: Class 33 contains 20737 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40435 members 
Mstep: Class 36 contains 45979 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 24204 members 
Mstep: Class 40 contains 32992 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20536 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959088.000000 Penalty: 165768.828125
Iteration 174Q: 49 clusters Score -2.079591e+08 nChanged 3546
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7100 members 
Mstep: Class 2 contains 28212 members 
Mstep: Class 3 contains 47080 members 
Mstep: Class 4 contains 3790 members 
Mstep: Class 5 contains 34067 members 
Mstep: Class 6 contains 35703 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46964 members 
Mstep: Class 9 contains 8070 members 
Mstep: Class 10 contains 26448 members 
Mstep: Class 11 contains 51876 members 
Mstep: Class 12 contains 69832 members 
Mstep: Class 13 contains 51369 members 
Mstep: Class 14 contains 4700 members 
Mstep: Class 15 contains 29259 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45947 members 
Mstep: Class 18 contains 45934 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23408 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 18852 members 
Mstep: Class 24 contains 31625 members 
Mstep: Class 25 contains 6006 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47523 members 
Mstep: Class 28 contains 22548 members 
Mstep: Class 29 contains 27042 members 
Mstep: Class 30 contains 58219 members 
Mstep: Class 31 contains 53713 members 
Mstep: Class 32 contains 66486 members 
Mstep: Class 33 contains 20704 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40478 members 
Mstep: Class 36 contains 45993 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 24250 members 
Mstep: Class 40 contains 33024 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20513 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959344.000000 Penalty: 165768.828125
Iteration 175Q: 49 clusters Score -2.079593e+08 nChanged 3417
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7103 members 
Mstep: Class 2 contains 28211 members 
Mstep: Class 3 contains 47104 members 
Mstep: Class 4 contains 3795 members 
Mstep: Class 5 contains 34084 members 
Mstep: Class 6 contains 35689 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46986 members 
Mstep: Class 9 contains 8071 members 
Mstep: Class 10 contains 26465 members 
Mstep: Class 11 contains 51871 members 
Mstep: Class 12 contains 69853 members 
Mstep: Class 13 contains 51369 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 15 contains 29252 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45947 members 
Mstep: Class 18 contains 45954 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23418 members 
Mstep: Class 22 contains 30006 members 
Mstep: Class 23 contains 18814 members 
Mstep: Class 24 contains 31633 members 
Mstep: Class 25 contains 5929 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47516 members 
Mstep: Class 28 contains 22538 members 
Mstep: Class 29 contains 27017 members 
Mstep: Class 30 contains 58232 members 
Mstep: Class 31 contains 53724 members 
Mstep: Class 32 contains 66509 members 
Mstep: Class 33 contains 20674 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40515 members 
Mstep: Class 36 contains 46000 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 24306 members 
Mstep: Class 40 contains 33033 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20480 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958976.000000 Penalty: 165768.828125
Iteration 176Q: 49 clusters Score -2.07959e+08 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 28204 members 
Mstep: Class 3 contains 47169 members 
Mstep: Class 4 contains 3803 members 
Mstep: Class 5 contains 34092 members 
Mstep: Class 6 contains 35713 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46931 members 
Mstep: Class 9 contains 8078 members 
Mstep: Class 10 contains 26465 members 
Mstep: Class 11 contains 51847 members 
Mstep: Class 12 contains 69887 members 
Mstep: Class 13 contains 51354 members 
Mstep: Class 14 contains 4716 members 
Mstep: Class 15 contains 29270 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45966 members 
Mstep: Class 18 contains 45958 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23418 members 
Mstep: Class 22 contains 29938 members 
Mstep: Class 23 contains 18782 members 
Mstep: Class 24 contains 31646 members 
Mstep: Class 25 contains 5852 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47537 members 
Mstep: Class 28 contains 22526 members 
Mstep: Class 29 contains 27014 members 
Mstep: Class 30 contains 58241 members 
Mstep: Class 31 contains 53739 members 
Mstep: Class 32 contains 66525 members 
Mstep: Class 33 contains 20652 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40538 members 
Mstep: Class 36 contains 45994 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 874 members 
Mstep: Class 39 contains 24338 members 
Mstep: Class 40 contains 33059 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20452 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959120.000000 Penalty: 165768.828125
Iteration 177Q: 49 clusters Score -2.079591e+08 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7106 members 
Mstep: Class 2 contains 28204 members 
Mstep: Class 3 contains 47222 members 
Mstep: Class 4 contains 3808 members 
Mstep: Class 5 contains 34099 members 
Mstep: Class 6 contains 35715 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46907 members 
Mstep: Class 9 contains 8087 members 
Mstep: Class 10 contains 26473 members 
Mstep: Class 11 contains 51851 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 51351 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 29281 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 45988 members 
Mstep: Class 18 contains 45955 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23418 members 
Mstep: Class 22 contains 29876 members 
Mstep: Class 23 contains 18758 members 
Mstep: Class 24 contains 31638 members 
Mstep: Class 25 contains 5787 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47562 members 
Mstep: Class 28 contains 22518 members 
Mstep: Class 29 contains 27018 members 
Mstep: Class 30 contains 58261 members 
Mstep: Class 31 contains 53752 members 
Mstep: Class 32 contains 66533 members 
Mstep: Class 33 contains 20633 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40558 members 
Mstep: Class 36 contains 45997 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 873 members 
Mstep: Class 39 contains 24372 members 
Mstep: Class 40 contains 33061 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 351 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20431 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958720.000000 Penalty: 165768.828125
Iteration 178Q: 49 clusters Score -2.079587e+08 nChanged 3175
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 28226 members 
Mstep: Class 3 contains 47301 members 
Mstep: Class 4 contains 3812 members 
Mstep: Class 5 contains 34089 members 
Mstep: Class 6 contains 35691 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46940 members 
Mstep: Class 9 contains 8083 members 
Mstep: Class 10 contains 26480 members 
Mstep: Class 11 contains 51863 members 
Mstep: Class 12 contains 69854 members 
Mstep: Class 13 contains 51340 members 
Mstep: Class 14 contains 4725 members 
Mstep: Class 15 contains 29290 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46001 members 
Mstep: Class 18 contains 45971 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23401 members 
Mstep: Class 22 contains 29816 members 
Mstep: Class 23 contains 18720 members 
Mstep: Class 24 contains 31658 members 
Mstep: Class 25 contains 5731 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47585 members 
Mstep: Class 28 contains 22513 members 
Mstep: Class 29 contains 27012 members 
Mstep: Class 30 contains 58273 members 
Mstep: Class 31 contains 53737 members 
Mstep: Class 32 contains 66535 members 
Mstep: Class 33 contains 20601 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40554 members 
Mstep: Class 36 contains 46014 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 872 members 
Mstep: Class 39 contains 24438 members 
Mstep: Class 40 contains 33047 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20399 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958736.000000 Penalty: 165768.828125
Iteration 179Q: 49 clusters Score -2.079587e+08 nChanged 3052
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7110 members 
Mstep: Class 2 contains 28269 members 
Mstep: Class 3 contains 47336 members 
Mstep: Class 4 contains 3823 members 
Mstep: Class 5 contains 34085 members 
Mstep: Class 6 contains 35657 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46971 members 
Mstep: Class 9 contains 8081 members 
Mstep: Class 10 contains 26484 members 
Mstep: Class 11 contains 51889 members 
Mstep: Class 12 contains 69847 members 
Mstep: Class 13 contains 51345 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29301 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46011 members 
Mstep: Class 18 contains 45946 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23374 members 
Mstep: Class 22 contains 29781 members 
Mstep: Class 23 contains 18676 members 
Mstep: Class 24 contains 31673 members 
Mstep: Class 25 contains 5686 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47619 members 
Mstep: Class 28 contains 22495 members 
Mstep: Class 29 contains 27019 members 
Mstep: Class 30 contains 58285 members 
Mstep: Class 31 contains 53749 members 
Mstep: Class 32 contains 66529 members 
Mstep: Class 33 contains 20558 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40558 members 
Mstep: Class 36 contains 46023 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 24503 members 
Mstep: Class 40 contains 33028 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20372 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958704.000000 Penalty: 165768.828125
Iteration 180F: 49 clusters Score -2.079587e+08 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7111 members 
Mstep: Class 2 contains 28303 members 
Mstep: Class 3 contains 47363 members 
Mstep: Class 4 contains 3834 members 
Mstep: Class 5 contains 34071 members 
Mstep: Class 6 contains 35616 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46984 members 
Mstep: Class 9 contains 8083 members 
Mstep: Class 10 contains 26474 members 
Mstep: Class 11 contains 51913 members 
Mstep: Class 12 contains 69856 members 
Mstep: Class 13 contains 51320 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 29306 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46002 members 
Mstep: Class 18 contains 45930 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23365 members 
Mstep: Class 22 contains 29759 members 
Mstep: Class 23 contains 18641 members 
Mstep: Class 24 contains 31682 members 
Mstep: Class 25 contains 5647 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47677 members 
Mstep: Class 28 contains 22478 members 
Mstep: Class 29 contains 27028 members 
Mstep: Class 30 contains 58299 members 
Mstep: Class 31 contains 53795 members 
Mstep: Class 32 contains 66526 members 
Mstep: Class 33 contains 20522 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40592 members 
Mstep: Class 36 contains 45994 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 24541 members 
Mstep: Class 40 contains 33012 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20354 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958640.000000 Penalty: 165768.828125
Iteration 181Q: 49 clusters Score -2.079586e+08 nChanged 2885
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 28350 members 
Mstep: Class 3 contains 47372 members 
Mstep: Class 4 contains 3843 members 
Mstep: Class 5 contains 34048 members 
Mstep: Class 6 contains 35585 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46985 members 
Mstep: Class 9 contains 8082 members 
Mstep: Class 10 contains 26454 members 
Mstep: Class 11 contains 51918 members 
Mstep: Class 12 contains 69852 members 
Mstep: Class 13 contains 51296 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 29291 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46014 members 
Mstep: Class 18 contains 45938 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23345 members 
Mstep: Class 22 contains 29745 members 
Mstep: Class 23 contains 18605 members 
Mstep: Class 24 contains 31702 members 
Mstep: Class 25 contains 5605 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47725 members 
Mstep: Class 28 contains 22482 members 
Mstep: Class 29 contains 27047 members 
Mstep: Class 30 contains 58318 members 
Mstep: Class 31 contains 53835 members 
Mstep: Class 32 contains 66551 members 
Mstep: Class 33 contains 20482 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40606 members 
Mstep: Class 36 contains 45976 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 24567 members 
Mstep: Class 40 contains 33013 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20334 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958464.000000 Penalty: 165768.828125
Iteration 182Q: 49 clusters Score -2.079585e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 28398 members 
Mstep: Class 3 contains 47413 members 
Mstep: Class 4 contains 3852 members 
Mstep: Class 5 contains 34045 members 
Mstep: Class 6 contains 35521 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46978 members 
Mstep: Class 9 contains 8088 members 
Mstep: Class 10 contains 26410 members 
Mstep: Class 11 contains 51940 members 
Mstep: Class 12 contains 69850 members 
Mstep: Class 13 contains 51275 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 29290 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46051 members 
Mstep: Class 18 contains 45925 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23351 members 
Mstep: Class 22 contains 29720 members 
Mstep: Class 23 contains 18563 members 
Mstep: Class 24 contains 31716 members 
Mstep: Class 25 contains 5569 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47779 members 
Mstep: Class 28 contains 22472 members 
Mstep: Class 29 contains 27058 members 
Mstep: Class 30 contains 58332 members 
Mstep: Class 31 contains 53872 members 
Mstep: Class 32 contains 66583 members 
Mstep: Class 33 contains 20444 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40634 members 
Mstep: Class 36 contains 45936 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 24619 members 
Mstep: Class 40 contains 32980 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20303 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958304.000000 Penalty: 165768.828125
Iteration 183Q: 49 clusters Score -2.079583e+08 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 28418 members 
Mstep: Class 3 contains 47432 members 
Mstep: Class 4 contains 3856 members 
Mstep: Class 5 contains 34055 members 
Mstep: Class 6 contains 35440 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46974 members 
Mstep: Class 9 contains 8094 members 
Mstep: Class 10 contains 26400 members 
Mstep: Class 11 contains 51945 members 
Mstep: Class 12 contains 69846 members 
Mstep: Class 13 contains 51269 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 29295 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46103 members 
Mstep: Class 18 contains 45898 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23381 members 
Mstep: Class 22 contains 29706 members 
Mstep: Class 23 contains 18522 members 
Mstep: Class 24 contains 31749 members 
Mstep: Class 25 contains 5544 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47779 members 
Mstep: Class 28 contains 22459 members 
Mstep: Class 29 contains 27065 members 
Mstep: Class 30 contains 58357 members 
Mstep: Class 31 contains 53894 members 
Mstep: Class 32 contains 66615 members 
Mstep: Class 33 contains 20423 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40675 members 
Mstep: Class 36 contains 45894 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 868 members 
Mstep: Class 39 contains 24672 members 
Mstep: Class 40 contains 32940 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20259 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958336.000000 Penalty: 165768.828125
Iteration 184Q: 49 clusters Score -2.079583e+08 nChanged 2818
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7113 members 
Mstep: Class 2 contains 28463 members 
Mstep: Class 3 contains 47441 members 
Mstep: Class 4 contains 3863 members 
Mstep: Class 5 contains 34072 members 
Mstep: Class 6 contains 35336 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46985 members 
Mstep: Class 9 contains 8102 members 
Mstep: Class 10 contains 26417 members 
Mstep: Class 11 contains 51957 members 
Mstep: Class 12 contains 69845 members 
Mstep: Class 13 contains 51265 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 29292 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46127 members 
Mstep: Class 18 contains 45862 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23400 members 
Mstep: Class 22 contains 29701 members 
Mstep: Class 23 contains 18499 members 
Mstep: Class 24 contains 31783 members 
Mstep: Class 25 contains 5518 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47800 members 
Mstep: Class 28 contains 22449 members 
Mstep: Class 29 contains 27069 members 
Mstep: Class 30 contains 58387 members 
Mstep: Class 31 contains 53891 members 
Mstep: Class 32 contains 66619 members 
Mstep: Class 33 contains 20383 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40705 members 
Mstep: Class 36 contains 45885 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 868 members 
Mstep: Class 39 contains 24719 members 
Mstep: Class 40 contains 32916 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20202 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958384.000000 Penalty: 165768.828125
Iteration 185Q: 49 clusters Score -2.079584e+08 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 28515 members 
Mstep: Class 3 contains 47427 members 
Mstep: Class 4 contains 3870 members 
Mstep: Class 5 contains 34086 members 
Mstep: Class 6 contains 35251 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46981 members 
Mstep: Class 9 contains 8104 members 
Mstep: Class 10 contains 26410 members 
Mstep: Class 11 contains 51959 members 
Mstep: Class 12 contains 69839 members 
Mstep: Class 13 contains 51278 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 29277 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46150 members 
Mstep: Class 18 contains 45830 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23407 members 
Mstep: Class 22 contains 29696 members 
Mstep: Class 23 contains 18483 members 
Mstep: Class 24 contains 31804 members 
Mstep: Class 25 contains 5484 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47850 members 
Mstep: Class 28 contains 22433 members 
Mstep: Class 29 contains 27068 members 
Mstep: Class 30 contains 58422 members 
Mstep: Class 31 contains 53895 members 
Mstep: Class 32 contains 66645 members 
Mstep: Class 33 contains 20345 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40725 members 
Mstep: Class 36 contains 45872 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 868 members 
Mstep: Class 39 contains 24777 members 
Mstep: Class 40 contains 32905 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20157 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957744.000000 Penalty: 165768.828125
Iteration 186Q: 49 clusters Score -2.079577e+08 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 28543 members 
Mstep: Class 3 contains 47423 members 
Mstep: Class 4 contains 3881 members 
Mstep: Class 5 contains 34097 members 
Mstep: Class 6 contains 35173 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46999 members 
Mstep: Class 9 contains 8106 members 
Mstep: Class 10 contains 26390 members 
Mstep: Class 11 contains 51953 members 
Mstep: Class 12 contains 69843 members 
Mstep: Class 13 contains 51289 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 29264 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46149 members 
Mstep: Class 18 contains 45806 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23402 members 
Mstep: Class 22 contains 29688 members 
Mstep: Class 23 contains 18466 members 
Mstep: Class 24 contains 31811 members 
Mstep: Class 25 contains 5448 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47888 members 
Mstep: Class 28 contains 22432 members 
Mstep: Class 29 contains 27063 members 
Mstep: Class 30 contains 58452 members 
Mstep: Class 31 contains 53894 members 
Mstep: Class 32 contains 66653 members 
Mstep: Class 33 contains 20323 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40760 members 
Mstep: Class 36 contains 45873 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 868 members 
Mstep: Class 39 contains 24851 members 
Mstep: Class 40 contains 32891 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20132 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957936.000000 Penalty: 165768.828125
Iteration 187Q: 49 clusters Score -2.079579e+08 nChanged 2629
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 28565 members 
Mstep: Class 3 contains 47421 members 
Mstep: Class 4 contains 3894 members 
Mstep: Class 5 contains 34127 members 
Mstep: Class 6 contains 35102 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46999 members 
Mstep: Class 9 contains 8110 members 
Mstep: Class 10 contains 26384 members 
Mstep: Class 11 contains 51942 members 
Mstep: Class 12 contains 69844 members 
Mstep: Class 13 contains 51304 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 29268 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46160 members 
Mstep: Class 18 contains 45811 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23403 members 
Mstep: Class 22 contains 29690 members 
Mstep: Class 23 contains 18430 members 
Mstep: Class 24 contains 31819 members 
Mstep: Class 25 contains 5394 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47901 members 
Mstep: Class 28 contains 22430 members 
Mstep: Class 29 contains 27073 members 
Mstep: Class 30 contains 58458 members 
Mstep: Class 31 contains 53902 members 
Mstep: Class 32 contains 66681 members 
Mstep: Class 33 contains 20304 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40795 members 
Mstep: Class 36 contains 45860 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 868 members 
Mstep: Class 39 contains 24879 members 
Mstep: Class 40 contains 32876 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20113 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958336.000000 Penalty: 165768.828125
Iteration 188Q: 49 clusters Score -2.079583e+08 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 28607 members 
Mstep: Class 3 contains 47447 members 
Mstep: Class 4 contains 3910 members 
Mstep: Class 5 contains 34137 members 
Mstep: Class 6 contains 35041 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46960 members 
Mstep: Class 9 contains 8114 members 
Mstep: Class 10 contains 26347 members 
Mstep: Class 11 contains 51935 members 
Mstep: Class 12 contains 69856 members 
Mstep: Class 13 contains 51318 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 29277 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46173 members 
Mstep: Class 18 contains 45799 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23398 members 
Mstep: Class 22 contains 29701 members 
Mstep: Class 23 contains 18392 members 
Mstep: Class 24 contains 31838 members 
Mstep: Class 25 contains 5342 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47920 members 
Mstep: Class 28 contains 22428 members 
Mstep: Class 29 contains 27077 members 
Mstep: Class 30 contains 58486 members 
Mstep: Class 31 contains 53887 members 
Mstep: Class 32 contains 66680 members 
Mstep: Class 33 contains 20281 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40843 members 
Mstep: Class 36 contains 45837 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 868 members 
Mstep: Class 39 contains 24912 members 
Mstep: Class 40 contains 32902 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20096 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958496.000000 Penalty: 165768.828125
Iteration 189Q: 49 clusters Score -2.079585e+08 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 28667 members 
Mstep: Class 3 contains 47456 members 
Mstep: Class 4 contains 3928 members 
Mstep: Class 5 contains 34145 members 
Mstep: Class 6 contains 34973 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46924 members 
Mstep: Class 9 contains 8120 members 
Mstep: Class 10 contains 26297 members 
Mstep: Class 11 contains 51924 members 
Mstep: Class 12 contains 69863 members 
Mstep: Class 13 contains 51348 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 29271 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46203 members 
Mstep: Class 18 contains 45806 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23410 members 
Mstep: Class 22 contains 29711 members 
Mstep: Class 23 contains 18355 members 
Mstep: Class 24 contains 31860 members 
Mstep: Class 25 contains 5301 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47935 members 
Mstep: Class 28 contains 22421 members 
Mstep: Class 29 contains 27076 members 
Mstep: Class 30 contains 58496 members 
Mstep: Class 31 contains 53876 members 
Mstep: Class 32 contains 66674 members 
Mstep: Class 33 contains 20262 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40871 members 
Mstep: Class 36 contains 45840 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 868 members 
Mstep: Class 39 contains 24951 members 
Mstep: Class 40 contains 32911 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20071 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958656.000000 Penalty: 165768.828125
Iteration 190Q: 49 clusters Score -2.079587e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 28714 members 
Mstep: Class 3 contains 47491 members 
Mstep: Class 4 contains 3943 members 
Mstep: Class 5 contains 34148 members 
Mstep: Class 6 contains 34905 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46918 members 
Mstep: Class 9 contains 8121 members 
Mstep: Class 10 contains 26264 members 
Mstep: Class 11 contains 51926 members 
Mstep: Class 12 contains 69876 members 
Mstep: Class 13 contains 51370 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 29273 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46245 members 
Mstep: Class 18 contains 45828 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23420 members 
Mstep: Class 22 contains 29728 members 
Mstep: Class 23 contains 18314 members 
Mstep: Class 24 contains 31873 members 
Mstep: Class 25 contains 5256 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47908 members 
Mstep: Class 28 contains 22412 members 
Mstep: Class 29 contains 27062 members 
Mstep: Class 30 contains 58493 members 
Mstep: Class 31 contains 53876 members 
Mstep: Class 32 contains 66675 members 
Mstep: Class 33 contains 20241 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40897 members 
Mstep: Class 36 contains 45820 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 868 members 
Mstep: Class 39 contains 24998 members 
Mstep: Class 40 contains 32904 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20044 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958880.000000 Penalty: 165768.828125
Iteration 191Q: 49 clusters Score -2.079589e+08 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 28737 members 
Mstep: Class 3 contains 47515 members 
Mstep: Class 4 contains 3965 members 
Mstep: Class 5 contains 34153 members 
Mstep: Class 6 contains 34813 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46975 members 
Mstep: Class 9 contains 8126 members 
Mstep: Class 10 contains 26206 members 
Mstep: Class 11 contains 51913 members 
Mstep: Class 12 contains 69904 members 
Mstep: Class 13 contains 51387 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 29263 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46251 members 
Mstep: Class 18 contains 45822 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23446 members 
Mstep: Class 22 contains 29752 members 
Mstep: Class 23 contains 18272 members 
Mstep: Class 24 contains 31892 members 
Mstep: Class 25 contains 5213 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47884 members 
Mstep: Class 28 contains 22399 members 
Mstep: Class 29 contains 27060 members 
Mstep: Class 30 contains 58514 members 
Mstep: Class 31 contains 53885 members 
Mstep: Class 32 contains 66665 members 
Mstep: Class 33 contains 20218 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40928 members 
Mstep: Class 36 contains 45812 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25043 members 
Mstep: Class 40 contains 32911 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20014 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958944.000000 Penalty: 165768.828125
Iteration 192Q: 49 clusters Score -2.079589e+08 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 28746 members 
Mstep: Class 3 contains 47535 members 
Mstep: Class 4 contains 3992 members 
Mstep: Class 5 contains 34145 members 
Mstep: Class 6 contains 34733 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47036 members 
Mstep: Class 9 contains 8135 members 
Mstep: Class 10 contains 26176 members 
Mstep: Class 11 contains 51915 members 
Mstep: Class 12 contains 69908 members 
Mstep: Class 13 contains 51401 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 29265 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46221 members 
Mstep: Class 18 contains 45846 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23474 members 
Mstep: Class 22 contains 29762 members 
Mstep: Class 23 contains 18230 members 
Mstep: Class 24 contains 31902 members 
Mstep: Class 25 contains 5158 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47909 members 
Mstep: Class 28 contains 22385 members 
Mstep: Class 29 contains 27073 members 
Mstep: Class 30 contains 58520 members 
Mstep: Class 31 contains 53899 members 
Mstep: Class 32 contains 66669 members 
Mstep: Class 33 contains 20195 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40960 members 
Mstep: Class 36 contains 45790 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25065 members 
Mstep: Class 40 contains 32897 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19996 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958464.000000 Penalty: 165768.828125
Iteration 193Q: 49 clusters Score -2.079585e+08 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 28721 members 
Mstep: Class 3 contains 47550 members 
Mstep: Class 4 contains 4013 members 
Mstep: Class 5 contains 34152 members 
Mstep: Class 6 contains 34661 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47075 members 
Mstep: Class 9 contains 8132 members 
Mstep: Class 10 contains 26162 members 
Mstep: Class 11 contains 51891 members 
Mstep: Class 12 contains 69936 members 
Mstep: Class 13 contains 51433 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 29274 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46231 members 
Mstep: Class 18 contains 45856 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23478 members 
Mstep: Class 22 contains 29773 members 
Mstep: Class 23 contains 18177 members 
Mstep: Class 24 contains 31918 members 
Mstep: Class 25 contains 5102 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47907 members 
Mstep: Class 28 contains 22381 members 
Mstep: Class 29 contains 27092 members 
Mstep: Class 30 contains 58531 members 
Mstep: Class 31 contains 53912 members 
Mstep: Class 32 contains 66689 members 
Mstep: Class 33 contains 20182 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40961 members 
Mstep: Class 36 contains 45777 members 
Mstep: Class 37 contains 1678 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25102 members 
Mstep: Class 40 contains 32896 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19972 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958448.000000 Penalty: 165768.828125
Iteration 194Q: 49 clusters Score -2.079584e+08 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 28692 members 
Mstep: Class 3 contains 47539 members 
Mstep: Class 4 contains 4031 members 
Mstep: Class 5 contains 34160 members 
Mstep: Class 6 contains 34622 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47097 members 
Mstep: Class 9 contains 8136 members 
Mstep: Class 10 contains 26132 members 
Mstep: Class 11 contains 51910 members 
Mstep: Class 12 contains 69963 members 
Mstep: Class 13 contains 51449 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 29271 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46216 members 
Mstep: Class 18 contains 45881 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23490 members 
Mstep: Class 22 contains 29801 members 
Mstep: Class 23 contains 18154 members 
Mstep: Class 24 contains 31924 members 
Mstep: Class 25 contains 5047 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47927 members 
Mstep: Class 28 contains 22374 members 
Mstep: Class 29 contains 27109 members 
Mstep: Class 30 contains 58557 members 
Mstep: Class 31 contains 53902 members 
Mstep: Class 32 contains 66686 members 
Mstep: Class 33 contains 20178 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40964 members 
Mstep: Class 36 contains 45763 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25102 members 
Mstep: Class 40 contains 32897 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19965 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958448.000000 Penalty: 165768.828125
Iteration 195Q: 49 clusters Score -2.079584e+08 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 28696 members 
Mstep: Class 3 contains 47536 members 
Mstep: Class 4 contains 4045 members 
Mstep: Class 5 contains 34168 members 
Mstep: Class 6 contains 34549 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47178 members 
Mstep: Class 9 contains 8140 members 
Mstep: Class 10 contains 26117 members 
Mstep: Class 11 contains 51903 members 
Mstep: Class 12 contains 70013 members 
Mstep: Class 13 contains 51460 members 
Mstep: Class 14 contains 4762 members 
Mstep: Class 15 contains 29273 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46212 members 
Mstep: Class 18 contains 45884 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23498 members 
Mstep: Class 22 contains 29821 members 
Mstep: Class 23 contains 18119 members 
Mstep: Class 24 contains 31937 members 
Mstep: Class 25 contains 4986 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47927 members 
Mstep: Class 28 contains 22369 members 
Mstep: Class 29 contains 27124 members 
Mstep: Class 30 contains 58582 members 
Mstep: Class 31 contains 53899 members 
Mstep: Class 32 contains 66702 members 
Mstep: Class 33 contains 20154 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40939 members 
Mstep: Class 36 contains 45751 members 
Mstep: Class 37 contains 1678 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25119 members 
Mstep: Class 40 contains 32892 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19945 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958160.000000 Penalty: 165768.828125
Iteration 196Q: 49 clusters Score -2.079582e+08 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 28702 members 
Mstep: Class 3 contains 47526 members 
Mstep: Class 4 contains 4052 members 
Mstep: Class 5 contains 34165 members 
Mstep: Class 6 contains 34494 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47236 members 
Mstep: Class 9 contains 8143 members 
Mstep: Class 10 contains 26082 members 
Mstep: Class 11 contains 51892 members 
Mstep: Class 12 contains 70056 members 
Mstep: Class 13 contains 51472 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 29274 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46206 members 
Mstep: Class 18 contains 45874 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23513 members 
Mstep: Class 22 contains 29830 members 
Mstep: Class 23 contains 18088 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 4936 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47954 members 
Mstep: Class 28 contains 22373 members 
Mstep: Class 29 contains 27141 members 
Mstep: Class 30 contains 58617 members 
Mstep: Class 31 contains 53875 members 
Mstep: Class 32 contains 66727 members 
Mstep: Class 33 contains 20130 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40921 members 
Mstep: Class 36 contains 45761 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25144 members 
Mstep: Class 40 contains 32882 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19927 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958016.000000 Penalty: 165768.828125
Iteration 197Q: 49 clusters Score -2.07958e+08 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 28730 members 
Mstep: Class 3 contains 47514 members 
Mstep: Class 4 contains 4063 members 
Mstep: Class 5 contains 34161 members 
Mstep: Class 6 contains 34442 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47302 members 
Mstep: Class 9 contains 8144 members 
Mstep: Class 10 contains 26045 members 
Mstep: Class 11 contains 51902 members 
Mstep: Class 12 contains 70068 members 
Mstep: Class 13 contains 51483 members 
Mstep: Class 14 contains 4760 members 
Mstep: Class 15 contains 29286 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46208 members 
Mstep: Class 18 contains 45854 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23537 members 
Mstep: Class 22 contains 29857 members 
Mstep: Class 23 contains 18060 members 
Mstep: Class 24 contains 31945 members 
Mstep: Class 25 contains 4886 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47962 members 
Mstep: Class 28 contains 22371 members 
Mstep: Class 29 contains 27150 members 
Mstep: Class 30 contains 58648 members 
Mstep: Class 31 contains 53840 members 
Mstep: Class 32 contains 66765 members 
Mstep: Class 33 contains 20119 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40884 members 
Mstep: Class 36 contains 45756 members 
Mstep: Class 37 contains 1678 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25167 members 
Mstep: Class 40 contains 32888 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19902 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958032.000000 Penalty: 165768.828125
Iteration 198Q: 49 clusters Score -2.07958e+08 nChanged 2290
Entering ConstructFrom: 
Score: -207958032.000000 Penalty: 165768.828125
Entering ConstructFrom: 
Trying to split cluster 1 (7117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Entering Unmasked Estep 
Score: -1297507.250000 Penalty: 2199.819824
	Iteration 0F: 2 clusters Score -1297507 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1291684.000000 Penalty: 4399.639648
	Iteration 0F: 3 clusters Score -1291684 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3458 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1293289.750000 Penalty: 4399.639648
	Iteration 1F: 3 clusters Score -1293290 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -1293543.500000 Penalty: 4399.639648
	Iteration 2F: 3 clusters Score -1293544 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 3681 members 
Entering Unmasked Estep 
Score: -1293689.875000 Penalty: 4399.639648
	Iteration 3Q: 3 clusters Score -1293690 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -1293807.625000 Penalty: 4399.639648
	Iteration 4Q: 3 clusters Score -1293808 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 3735 members 
Entering Unmasked Estep 
Score: -1293946.875000 Penalty: 4399.639648
	Iteration 5Q: 3 clusters Score -1293947 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 3792 members 
Entering Unmasked Estep 
Score: -1294169.125000 Penalty: 4399.639648
	Iteration 6Q: 3 clusters Score -1294169 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -1294544.625000 Penalty: 4399.639648
	Iteration 7Q: 3 clusters Score -1294545 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3109 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1294875.125000 Penalty: 4399.639648
	Iteration 8F: 3 clusters Score -1294875 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -1295197.250000 Penalty: 4399.639648
	Iteration 9F: 3 clusters Score -1295197 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -1295560.000000 Penalty: 4399.639648
	Iteration 10F: 3 clusters Score -1295560 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1295926.375000 Penalty: 4399.639648
	Iteration 11F: 3 clusters Score -1295926 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 5200 members 
Entering Unmasked Estep 
Score: -1296263.500000 Penalty: 4399.639648
	Iteration 12F: 3 clusters Score -1296264 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1657 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1296552.750000 Penalty: 4399.639648
	Iteration 13Q: 3 clusters Score -1296553 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1456 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -1296802.125000 Penalty: 4399.639648
	Iteration 14Q: 3 clusters Score -1296802 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1296997.500000 Penalty: 4399.639648
	Iteration 15Q: 3 clusters Score -1296998 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 5912 members 
Entering Unmasked Estep 
Score: -1297144.125000 Penalty: 4399.639648
	Iteration 16Q: 3 clusters Score -1297144 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -1297241.875000 Penalty: 4399.639648
	Iteration 17Q: 3 clusters Score -1297242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 6052 members 
Entering Unmasked Estep 
Score: -1297310.625000 Penalty: 4399.639648
	Iteration 18Q: 3 clusters Score -1297311 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1297344.000000 Penalty: 4399.639648
	Iteration 19Q: 3 clusters Score -1297344 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1297352.375000 Penalty: 4399.639648
	Iteration 20F: 3 clusters Score -1297352 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -1297357.000000 Penalty: 4399.639648
	Iteration 21Q: 3 clusters Score -1297357 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1297369.750000 Penalty: 4399.639648
	Iteration 22Q: 3 clusters Score -1297370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1297375.000000 Penalty: 4399.639648
	Iteration 23Q: 3 clusters Score -1297375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -1297382.000000 Penalty: 4399.639648
	Iteration 24Q: 3 clusters Score -1297382 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 6152 members 
Entering Unmasked Estep 
Score: -1297384.250000 Penalty: 4399.639648
	Iteration 25Q: 3 clusters Score -1297384 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 6155 members 
Entering Unmasked Estep 
Score: -1297389.625000 Penalty: 4399.639648
	Iteration 26Q: 3 clusters Score -1297390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1297389.375000 Penalty: 4399.639648
	Iteration 27Q: 3 clusters Score -1297389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6162 members 
Entering Unmasked Estep 
Score: -1297394.125000 Penalty: 4399.639648
	Iteration 28Q: 3 clusters Score -1297394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -1297403.875000 Penalty: 4399.639648
	Iteration 29Q: 3 clusters Score -1297404 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -1297413.375000 Penalty: 4399.639648
	Iteration 30Q: 3 clusters Score -1297413 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 6189 members 
Entering Unmasked Estep 
Score: -1297423.625000 Penalty: 4399.639648
	Iteration 31Q: 3 clusters Score -1297424 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 6196 members 
Entering Unmasked Estep 
Score: -1297428.750000 Penalty: 4399.639648
	Iteration 32Q: 3 clusters Score -1297429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 6197 members 
Entering Unmasked Estep 
Score: -1297428.875000 Penalty: 4399.639648
	Iteration 33Q: 3 clusters Score -1297429 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1297428.125000 Penalty: 4399.639648
	Iteration 34Q: 3 clusters Score -1297428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 6198 members 
Entering Unmasked Estep 
Score: -1297428.125000 Penalty: 4399.639648
	Iteration 35F: 3 clusters Score -1297428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28759 members 
Entering Unmasked Estep 
Score: -5703178.500000 Penalty: 2546.143311
	Iteration 0F: 2 clusters Score -5703178 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 14344 members 
Entering Unmasked Estep 
Score: -5684203.500000 Penalty: 5092.286621
	Iteration 0F: 3 clusters Score -5684204 nChanged 12819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14782 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -5691136.500000 Penalty: 5092.286621
	Iteration 1F: 3 clusters Score -5691136 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14920 members 
Mstep: Class 2 contains 13839 members 
Entering Unmasked Estep 
Score: -5691564.500000 Penalty: 5092.286621
	Iteration 2F: 3 clusters Score -5691564 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15101 members 
Mstep: Class 2 contains 13658 members 
Entering Unmasked Estep 
Score: -5691944.000000 Penalty: 5092.286621
	Iteration 3Q: 3 clusters Score -5691944 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15314 members 
Mstep: Class 2 contains 13445 members 
Entering Unmasked Estep 
Score: -5692287.500000 Penalty: 5092.286621
	Iteration 4Q: 3 clusters Score -5692288 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 13199 members 
Entering Unmasked Estep 
Score: -5692636.500000 Penalty: 5092.286621
	Iteration 5Q: 3 clusters Score -5692636 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15839 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -5693066.000000 Penalty: 5092.286621
	Iteration 6Q: 3 clusters Score -5693066 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 12544 members 
Entering Unmasked Estep 
Score: -5693584.000000 Penalty: 5092.286621
	Iteration 7Q: 3 clusters Score -5693584 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 12231 members 
Entering Unmasked Estep 
Score: -5694454.000000 Penalty: 5092.286621
	Iteration 8Q: 3 clusters Score -5694454 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16777 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -5695854.500000 Penalty: 5092.286621
	Iteration 9F: 3 clusters Score -5695854 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -5697619.500000 Penalty: 5092.286621
	Iteration 10F: 3 clusters Score -5697620 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16716 members 
Mstep: Class 2 contains 12043 members 
Entering Unmasked Estep 
Score: -5698782.000000 Penalty: 5092.286621
	Iteration 11F: 3 clusters Score -5698782 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -5699271.500000 Penalty: 5092.286621
	Iteration 12Q: 3 clusters Score -5699272 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 12562 members 
Entering Unmasked Estep 
Score: -5699519.000000 Penalty: 5092.286621
	Iteration 13Q: 3 clusters Score -5699519 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15980 members 
Mstep: Class 2 contains 12779 members 
Entering Unmasked Estep 
Score: -5699683.500000 Penalty: 5092.286621
	Iteration 14Q: 3 clusters Score -5699684 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15738 members 
Mstep: Class 2 contains 13021 members 
Entering Unmasked Estep 
Score: -5699760.500000 Penalty: 5092.286621
	Iteration 15Q: 3 clusters Score -5699760 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15495 members 
Mstep: Class 2 contains 13264 members 
Entering Unmasked Estep 
Score: -5699832.500000 Penalty: 5092.286621
	Iteration 16Q: 3 clusters Score -5699832 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15245 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -5699878.500000 Penalty: 5092.286621
	Iteration 17Q: 3 clusters Score -5699878 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -5699956.000000 Penalty: 5092.286621
	Iteration 18Q: 3 clusters Score -5699956 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 14084 members 
Entering Unmasked Estep 
Score: -5699992.000000 Penalty: 5092.286621
	Iteration 19Q: 3 clusters Score -5699992 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14381 members 
Mstep: Class 2 contains 14378 members 
Entering Unmasked Estep 
Score: -5700016.500000 Penalty: 5092.286621
	Iteration 20F: 3 clusters Score -5700016 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14136 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -5700023.500000 Penalty: 5092.286621
	Iteration 21Q: 3 clusters Score -5700024 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -5700060.000000 Penalty: 5092.286621
	Iteration 22Q: 3 clusters Score -5700060 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -5700071.000000 Penalty: 5092.286621
	Iteration 23Q: 3 clusters Score -5700071 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13587 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -5700089.500000 Penalty: 5092.286621
	Iteration 24Q: 3 clusters Score -5700090 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -5700057.500000 Penalty: 5092.286621
	Iteration 25Q: 3 clusters Score -5700058 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13255 members 
Mstep: Class 2 contains 15504 members 
Entering Unmasked Estep 
Score: -5700040.500000 Penalty: 5092.286621
	Iteration 26Q: 3 clusters Score -5700040 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 15702 members 
Entering Unmasked Estep 
Score: -5700066.500000 Penalty: 5092.286621
	Iteration 27Q: 3 clusters Score -5700066 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 15914 members 
Entering Unmasked Estep 
Score: -5700029.500000 Penalty: 5092.286621
	Iteration 28Q: 3 clusters Score -5700030 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 16125 members 
Entering Unmasked Estep 
Score: -5700041.500000 Penalty: 5092.286621
	Iteration 29Q: 3 clusters Score -5700042 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12390 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -5700070.000000 Penalty: 5092.286621
	Iteration 30Q: 3 clusters Score -5700070 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12154 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -5700060.500000 Penalty: 5092.286621
	Iteration 31Q: 3 clusters Score -5700060 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11893 members 
Mstep: Class 2 contains 16866 members 
Entering Unmasked Estep 
Score: -5700077.500000 Penalty: 5092.286621
	Iteration 32Q: 3 clusters Score -5700078 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11637 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -5700083.500000 Penalty: 5092.286621
	Iteration 33Q: 3 clusters Score -5700084 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11407 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5700092 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 17533 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5700086 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11057 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -5700108 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10876 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -5700139.000000 Penalty: 5092.286621
	Iteration 37Q: 3 clusters Score -5700139 nChanged 159
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10717 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -5700124 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 18204 members 
Entering Unmasked Estep 
Score: -5700155.500000 Penalty: 5092.286621
	Iteration 39Q: 3 clusters Score -5700156 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10385 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5700144.500000 Penalty: 5092.286621
	Iteration 40F: 3 clusters Score -5700144 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10271 members 
Mstep: Class 2 contains 18488 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5700147 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10142 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5700148 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10010 members 
Mstep: Class 2 contains 18749 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5700164 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9844 members 
Mstep: Class 2 contains 18915 members 
Entering Unmasked Estep 
Score: -5700174.500000 Penalty: 5092.286621
	Iteration 44Q: 3 clusters Score -5700174 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9689 members 
Mstep: Class 2 contains 19070 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -5700198 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9550 members 
Mstep: Class 2 contains 19209 members 
Entering Unmasked Estep 
Score: -5700185.000000 Penalty: 5092.286621
	Iteration 46Q: 3 clusters Score -5700185 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -5700170 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -5700198 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -5700202.500000 Penalty: 5092.286621
	Iteration 49Q: 3 clusters Score -5700202 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9165 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -5700189.500000 Penalty: 5092.286621
	Iteration 50Q: 3 clusters Score -5700190 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -5700186 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 19811 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5700188 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8833 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -5700193.500000 Penalty: 5092.286621
	Iteration 53Q: 3 clusters Score -5700194 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5700185 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8595 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -5700192.000000 Penalty: 5092.286621
	Iteration 55Q: 3 clusters Score -5700192 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 20314 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5700204 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8307 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -5700189 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8167 members 
Mstep: Class 2 contains 20592 members 
Entering Unmasked Estep 
Score: -5700182.000000 Penalty: 5092.286621
	Iteration 58Q: 3 clusters Score -5700182 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 20759 members 
Entering Unmasked Estep 
Score: -5700201.500000 Penalty: 5092.286621
	Iteration 59Q: 3 clusters Score -5700202 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -5700209.500000 Penalty: 5092.286621
	Iteration 60F: 3 clusters Score -5700210 nChanged 171
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5700219 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5700189 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7322 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -5700205.000000 Penalty: 5092.286621
	Iteration 63Q: 3 clusters Score -5700205 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 21579 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5700212 nChanged 139
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5700206 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 21882 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5700178 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6740 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -5700166.500000 Penalty: 5092.286621
	Iteration 67Q: 3 clusters Score -5700166 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6636 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5700180 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6540 members 
Mstep: Class 2 contains 22219 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5700190 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6430 members 
Mstep: Class 2 contains 22329 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -5700179 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6322 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -5700194.000000 Penalty: 5092.286621
	Iteration 71Q: 3 clusters Score -5700194 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 22539 members 
Entering Unmasked Estep 
Score: -5700199.000000 Penalty: 5092.286621
	Iteration 72Q: 3 clusters Score -5700199 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6138 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -5700176.000000 Penalty: 5092.286621
	Iteration 73Q: 3 clusters Score -5700176 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 22714 members 
Entering Unmasked Estep 
Score: -5700181.000000 Penalty: 5092.286621
	Iteration 74Q: 3 clusters Score -5700181 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5960 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -5700182 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5861 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5700176 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5700158.500000 Penalty: 5092.286621
	Iteration 77Q: 3 clusters Score -5700158 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5652 members 
Mstep: Class 2 contains 23107 members 
Entering Unmasked Estep 
Score: -5700150.500000 Penalty: 5092.286621
	Iteration 78Q: 3 clusters Score -5700150 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5700137.000000 Penalty: 5092.286621
	Iteration 79Q: 3 clusters Score -5700137 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 23339 members 
Entering Unmasked Estep 
Score: -5700123.500000 Penalty: 5092.286621
	Iteration 80F: 3 clusters Score -5700124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5286 members 
Mstep: Class 2 contains 23473 members 
Entering Unmasked Estep 
Score: -5700129.500000 Penalty: 5092.286621
	Iteration 81Q: 3 clusters Score -5700130 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 23642 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5700148 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -5700118.000000 Penalty: 5092.286621
	Iteration 83Q: 3 clusters Score -5700118 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -5700145.500000 Penalty: 5092.286621
	Iteration 84Q: 3 clusters Score -5700146 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 24237 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5700156 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4303 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5700189 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4079 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -5700226.000000 Penalty: 5092.286621
	Iteration 87Q: 3 clusters Score -5700226 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 24898 members 
Entering Unmasked Estep 
Score: -5700242.500000 Penalty: 5092.286621
	Iteration 88Q: 3 clusters Score -5700242 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -5700278.500000 Penalty: 5092.286621
	Iteration 89Q: 3 clusters Score -5700278 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 25376 members 
Entering Unmasked Estep 
Score: -5700341.000000 Penalty: 5092.286621
	Iteration 90Q: 3 clusters Score -5700341 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 25624 members 
Entering Unmasked Estep 
Score: -5700370.000000 Penalty: 5092.286621
	Iteration 91Q: 3 clusters Score -5700370 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 25853 members 
Entering Unmasked Estep 
Score: -5700420.000000 Penalty: 5092.286621
	Iteration 92Q: 3 clusters Score -5700420 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 26093 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5700520 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -5700580.500000 Penalty: 5092.286621
	Iteration 94Q: 3 clusters Score -5700580 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 26470 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -5700628 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2149 members 
Mstep: Class 2 contains 26610 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5700670 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 26736 members 
Entering Unmasked Estep 
Score: -5700697.500000 Penalty: 5092.286621
	Iteration 97Q: 3 clusters Score -5700698 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -5700749.000000 Penalty: 5092.286621
	Iteration 98Q: 3 clusters Score -5700749 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 26958 members 
Entering Unmasked Estep 
Score: -5700800.500000 Penalty: 5092.286621
	Iteration 99Q: 3 clusters Score -5700800 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 27047 members 
Entering Unmasked Estep 
Score: -5700829.000000 Penalty: 5092.286621
	Iteration 100F: 3 clusters Score -5700829 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -5700887.500000 Penalty: 5092.286621
	Iteration 101Q: 3 clusters Score -5700888 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -5700924.000000 Penalty: 5092.286621
	Iteration 102Q: 3 clusters Score -5700924 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 27265 members 
Entering Unmasked Estep 
Score: -5700965.500000 Penalty: 5092.286621
	Iteration 103Q: 3 clusters Score -5700966 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 27321 members 
Entering Unmasked Estep 
Score: -5700981.000000 Penalty: 5092.286621
	Iteration 104Q: 3 clusters Score -5700981 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -5701014.500000 Penalty: 5092.286621
	Iteration 105Q: 3 clusters Score -5701014 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 27413 members 
Entering Unmasked Estep 
Score: -5701023.000000 Penalty: 5092.286621
	Iteration 106Q: 3 clusters Score -5701023 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 27449 members 
Entering Unmasked Estep 
Score: -5701036.000000 Penalty: 5092.286621
	Iteration 107Q: 3 clusters Score -5701036 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 27479 members 
Entering Unmasked Estep 
Score: -5701041.000000 Penalty: 5092.286621
	Iteration 108Q: 3 clusters Score -5701041 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 27498 members 
Entering Unmasked Estep 
Score: -5701051.500000 Penalty: 5092.286621
	Iteration 109Q: 3 clusters Score -5701052 nChanged 22
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 27514 members 
Entering Unmasked Estep 
Score: -5701058.500000 Penalty: 5092.286621
	Iteration 110Q: 3 clusters Score -5701058 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 27526 members 
Entering Unmasked Estep 
Score: -5701055.500000 Penalty: 5092.286621
	Iteration 111Q: 3 clusters Score -5701056 nChanged 20
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Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -5701065 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 27556 members 
Entering Unmasked Estep 
Score: -5701073.500000 Penalty: 5092.286621
	Iteration 113Q: 3 clusters Score -5701074 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -5701083.500000 Penalty: 5092.286621
	Iteration 114Q: 3 clusters Score -5701084 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 27593 members 
Entering Unmasked Estep 
Score: -5701100.500000 Penalty: 5092.286621
	Iteration 115Q: 3 clusters Score -5701100 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 27610 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5701099 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 27627 members 
Entering Unmasked Estep 
Score: -5701107.000000 Penalty: 5092.286621
	Iteration 117Q: 3 clusters Score -5701107 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 27651 members 
Entering Unmasked Estep 
Score: -5701130.500000 Penalty: 5092.286621
	Iteration 118Q: 3 clusters Score -5701130 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 27668 members 
Entering Unmasked Estep 
Score: -5701142.500000 Penalty: 5092.286621
	Iteration 119Q: 3 clusters Score -5701142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -5701145.500000 Penalty: 5092.286621
	Iteration 120F: 3 clusters Score -5701146 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 27689 members 
Entering Unmasked Estep 
Score: -5701156.000000 Penalty: 5092.286621
	Iteration 121Q: 3 clusters Score -5701156 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 27699 members 
Entering Unmasked Estep 
Score: -5701159.000000 Penalty: 5092.286621
	Iteration 122Q: 3 clusters Score -5701159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 27707 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5701156 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 27717 members 
Entering Unmasked Estep 
Score: -5701164.500000 Penalty: 5092.286621
	Iteration 124Q: 3 clusters Score -5701164 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 27722 members 
Entering Unmasked Estep 
Score: -5701164.000000 Penalty: 5092.286621
	Iteration 125Q: 3 clusters Score -5701164 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 27728 members 
Entering Unmasked Estep 
Score: -5701171.000000 Penalty: 5092.286621
	Iteration 126Q: 3 clusters Score -5701171 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -5701177.000000 Penalty: 5092.286621
	Iteration 127Q: 3 clusters Score -5701177 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 27754 members 
Entering Unmasked Estep 
Score: -5701189.000000 Penalty: 5092.286621
	Iteration 128Q: 3 clusters Score -5701189 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 27770 members 
Entering Unmasked Estep 
Score: -5701188.000000 Penalty: 5092.286621
	Iteration 129Q: 3 clusters Score -5701188 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27776 members 
Entering Unmasked Estep 
Score: -5701198.000000 Penalty: 5092.286621
	Iteration 130Q: 3 clusters Score -5701198 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -5701203.000000 Penalty: 5092.286621
	Iteration 131Q: 3 clusters Score -5701203 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -5701196.500000 Penalty: 5092.286621
	Iteration 132Q: 3 clusters Score -5701196 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -5701196.500000 Penalty: 5092.286621
	Iteration 133Q: 3 clusters Score -5701196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -5701196.500000 Penalty: 5092.286621
	Iteration 134F: 3 clusters Score -5701196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47490 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47490 members 
Entering Unmasked Estep 
Score: -9105540.000000 Penalty: 2670.531982
	Iteration 0F: 2 clusters Score -9105540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23695 members 
Mstep: Class 2 contains 23795 members 
Entering Unmasked Estep 
Score: -9078273.000000 Penalty: 5341.063965
	Iteration 0F: 3 clusters Score -9078273 nChanged 21934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23297 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -9090170.000000 Penalty: 5341.063965
	Iteration 1F: 3 clusters Score -9090170 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23036 members 
Mstep: Class 2 contains 24454 members 
Entering Unmasked Estep 
Score: -9090589.000000 Penalty: 5341.063965
	Iteration 2Q: 3 clusters Score -9090589 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22610 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -9090990.000000 Penalty: 5341.063965
	Iteration 3Q: 3 clusters Score -9090990 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -9091339.000000 Penalty: 5341.063965
	Iteration 4Q: 3 clusters Score -9091339 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 26214 members 
Entering Unmasked Estep 
Score: -9091683.000000 Penalty: 5341.063965
	Iteration 5Q: 3 clusters Score -9091683 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 27215 members 
Entering Unmasked Estep 
Score: -9092107.000000 Penalty: 5341.063965
	Iteration 6Q: 3 clusters Score -9092107 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18865 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -9092644.000000 Penalty: 5341.063965
	Iteration 7Q: 3 clusters Score -9092644 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17069 members 
Mstep: Class 2 contains 30421 members 
Entering Unmasked Estep 
Score: -9093421.000000 Penalty: 5341.063965
	Iteration 8Q: 3 clusters Score -9093421 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14790 members 
Mstep: Class 2 contains 32700 members 
Entering Unmasked Estep 
Score: -9094517.000000 Penalty: 5341.063965
	Iteration 9F: 3 clusters Score -9094517 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 35313 members 
Entering Unmasked Estep 
Score: -9095991.000000 Penalty: 5341.063965
	Iteration 10F: 3 clusters Score -9095991 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 38084 members 
Entering Unmasked Estep 
Score: -9097848.000000 Penalty: 5341.063965
	Iteration 11F: 3 clusters Score -9097848 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 40655 members 
Entering Unmasked Estep 
Score: -9099549.000000 Penalty: 5341.063965
	Iteration 12F: 3 clusters Score -9099549 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -9100856.000000 Penalty: 5341.063965
	Iteration 13Q: 3 clusters Score -9100856 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 44122 members 
Entering Unmasked Estep 
Score: -9101793.000000 Penalty: 5341.063965
	Iteration 14Q: 3 clusters Score -9101793 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 45139 members 
Entering Unmasked Estep 
Score: -9102363.000000 Penalty: 5341.063965
	Iteration 15Q: 3 clusters Score -9102363 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 45795 members 
Entering Unmasked Estep 
Score: -9102677.000000 Penalty: 5341.063965
	Iteration 16Q: 3 clusters Score -9102677 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 46232 members 
Entering Unmasked Estep 
Score: -9102856.000000 Penalty: 5341.063965
	Iteration 17Q: 3 clusters Score -9102856 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -9102995.000000 Penalty: 5341.063965
	Iteration 18Q: 3 clusters Score -9102995 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 46713 members 
Entering Unmasked Estep 
Score: -9103134.000000 Penalty: 5341.063965
	Iteration 19Q: 3 clusters Score -9103134 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 46812 members 
Entering Unmasked Estep 
Score: -9103175.000000 Penalty: 5341.063965
	Iteration 20F: 3 clusters Score -9103175 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 46874 members 
Entering Unmasked Estep 
Score: -9103198.000000 Penalty: 5341.063965
	Iteration 21Q: 3 clusters Score -9103198 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 46918 members 
Entering Unmasked Estep 
Score: -9103237.000000 Penalty: 5341.063965
	Iteration 22Q: 3 clusters Score -9103237 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 46952 members 
Entering Unmasked Estep 
Score: -9103274.000000 Penalty: 5341.063965
	Iteration 23Q: 3 clusters Score -9103274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 46974 members 
Entering Unmasked Estep 
Score: -9103293.000000 Penalty: 5341.063965
	Iteration 24Q: 3 clusters Score -9103293 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 46985 members 
Entering Unmasked Estep 
Score: -9103309.000000 Penalty: 5341.063965
	Iteration 25Q: 3 clusters Score -9103309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 46995 members 
Entering Unmasked Estep 
Score: -9103325.000000 Penalty: 5341.063965
	Iteration 26Q: 3 clusters Score -9103325 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 47001 members 
Entering Unmasked Estep 
Score: -9103326.000000 Penalty: 5341.063965
	Iteration 27Q: 3 clusters Score -9103326 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 47010 members 
Entering Unmasked Estep 
Score: -9103341.000000 Penalty: 5341.063965
	Iteration 28Q: 3 clusters Score -9103341 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 47011 members 
Entering Unmasked Estep 
Score: -9103349.000000 Penalty: 5341.063965
	Iteration 29Q: 3 clusters Score -9103349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 47014 members 
Entering Unmasked Estep 
Score: -9103340.000000 Penalty: 5341.063965
	Iteration 30Q: 3 clusters Score -9103340 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -9103346.000000 Penalty: 5341.063965
	Iteration 31Q: 3 clusters Score -9103346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 47016 members 
Entering Unmasked Estep 
Score: -9103342.000000 Penalty: 5341.063965
	Iteration 32Q: 3 clusters Score -9103342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -9103338.000000 Penalty: 5341.063965
	Iteration 33Q: 3 clusters Score -9103338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -9103338.000000 Penalty: 5341.063965
	Iteration 34F: 3 clusters Score -9103338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4071 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Entering Unmasked Estep 
Score: -760520.875000 Penalty: 2061.287598
	Iteration 0F: 2 clusters Score -760520.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -756591.875000 Penalty: 4122.575195
	Iteration 0F: 3 clusters Score -756591.9 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -757523.187500 Penalty: 4122.575195
	Iteration 1F: 3 clusters Score -757523.2 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -757712.500000 Penalty: 4122.575195
	Iteration 2F: 3 clusters Score -757712.5 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -757865.000000 Penalty: 4122.575195
	Iteration 3Q: 3 clusters Score -757865 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -757998.625000 Penalty: 4122.575195
	Iteration 4Q: 3 clusters Score -757998.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2041 members 
Entering Unmasked Estep 
Score: -758157.000000 Penalty: 4122.575195
	Iteration 5Q: 3 clusters Score -758157 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -758316.187500 Penalty: 4122.575195
	Iteration 6Q: 3 clusters Score -758316.2 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -758498.875000 Penalty: 4122.575195
	Iteration 7Q: 3 clusters Score -758498.9 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1866 members 
Entering Unmasked Estep 
Score: -758670.625000 Penalty: 4122.575195
	Iteration 8Q: 3 clusters Score -758670.6 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -758779.562500 Penalty: 4122.575195
	Iteration 9Q: 3 clusters Score -758779.6 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -758878.750000 Penalty: 4122.575195
	Iteration 10Q: 3 clusters Score -758878.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -758945.125000 Penalty: 4122.575195
	Iteration 11Q: 3 clusters Score -758945.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2413 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -758999.500000 Penalty: 4122.575195
	Iteration 12Q: 3 clusters Score -758999.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -759039.375000 Penalty: 4122.575195
	Iteration 13Q: 3 clusters Score -759039.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -759068.750000 Penalty: 4122.575195
	Iteration 14Q: 3 clusters Score -759068.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -759083.937500 Penalty: 4122.575195
	Iteration 15Q: 3 clusters Score -759083.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -759096.500000 Penalty: 4122.575195
	Iteration 16Q: 3 clusters Score -759096.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -759110.875000 Penalty: 4122.575195
	Iteration 17Q: 3 clusters Score -759110.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -759122.875000 Penalty: 4122.575195
	Iteration 18Q: 3 clusters Score -759122.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -759133.250000 Penalty: 4122.575195
	Iteration 19Q: 3 clusters Score -759133.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -759146.375000 Penalty: 4122.575195
	Iteration 20F: 3 clusters Score -759146.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -759159.125000 Penalty: 4122.575195
	Iteration 21Q: 3 clusters Score -759159.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -759165.937500 Penalty: 4122.575195
	Iteration 22Q: 3 clusters Score -759165.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -759173.562500 Penalty: 4122.575195
	Iteration 23Q: 3 clusters Score -759173.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -759179.687500 Penalty: 4122.575195
	Iteration 24Q: 3 clusters Score -759179.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -759184.937500 Penalty: 4122.575195
	Iteration 25Q: 3 clusters Score -759184.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -759186.375000 Penalty: 4122.575195
	Iteration 26Q: 3 clusters Score -759186.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -759189.375000 Penalty: 4122.575195
	Iteration 27Q: 3 clusters Score -759189.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2773 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -759193.000000 Penalty: 4122.575195
	Iteration 28Q: 3 clusters Score -759193 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -759196.062500 Penalty: 4122.575195
	Iteration 29Q: 3 clusters Score -759196.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -759198.687500 Penalty: 4122.575195
	Iteration 30Q: 3 clusters Score -759198.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -759201.750000 Penalty: 4122.575195
	Iteration 31Q: 3 clusters Score -759201.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -759202.750000 Penalty: 4122.575195
	Iteration 32Q: 3 clusters Score -759202.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2809 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -759206.375000 Penalty: 4122.575195
	Iteration 33Q: 3 clusters Score -759206.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2815 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -759208.437500 Penalty: 4122.575195
	Iteration 34Q: 3 clusters Score -759208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -759212.562500 Penalty: 4122.575195
	Iteration 35Q: 3 clusters Score -759212.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -759214.375000 Penalty: 4122.575195
	Iteration 36Q: 3 clusters Score -759214.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -759215.875000 Penalty: 4122.575195
	Iteration 37Q: 3 clusters Score -759215.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -759215.937500 Penalty: 4122.575195
	Iteration 38Q: 3 clusters Score -759215.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -759217.062500 Penalty: 4122.575195
	Iteration 39Q: 3 clusters Score -759217.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -759218.437500 Penalty: 4122.575195
	Iteration 40F: 3 clusters Score -759218.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34167 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Entering Unmasked Estep 
Score: -6562930.000000 Penalty: 2588.875732
	Iteration 0F: 2 clusters Score -6562930 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 17076 members 
Entering Unmasked Estep 
Score: -6540461.000000 Penalty: 5177.751465
	Iteration 0F: 3 clusters Score -6540461 nChanged 15512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -6548960.500000 Penalty: 5177.751465
	Iteration 1F: 3 clusters Score -6548960 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 17429 members 
Entering Unmasked Estep 
Score: -6549424.500000 Penalty: 5177.751465
	Iteration 2Q: 3 clusters Score -6549424 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16528 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -6549783.000000 Penalty: 5177.751465
	Iteration 3Q: 3 clusters Score -6549783 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -6550053.500000 Penalty: 5177.751465
	Iteration 4Q: 3 clusters Score -6550054 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15761 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -6550313.500000 Penalty: 5177.751465
	Iteration 5Q: 3 clusters Score -6550314 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 18970 members 
Entering Unmasked Estep 
Score: -6550616.500000 Penalty: 5177.751465
	Iteration 6Q: 3 clusters Score -6550616 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 19736 members 
Entering Unmasked Estep 
Score: -6550894.000000 Penalty: 5177.751465
	Iteration 7Q: 3 clusters Score -6550894 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13475 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -6551300.000000 Penalty: 5177.751465
	Iteration 8Q: 3 clusters Score -6551300 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12198 members 
Mstep: Class 2 contains 21969 members 
Entering Unmasked Estep 
Score: -6551874.500000 Penalty: 5177.751465
	Iteration 9Q: 3 clusters Score -6551874 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -6552695.500000 Penalty: 5177.751465
	Iteration 10Q: 3 clusters Score -6552696 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8678 members 
Mstep: Class 2 contains 25489 members 
Entering Unmasked Estep 
Score: -6553906.500000 Penalty: 5177.751465
	Iteration 11F: 3 clusters Score -6553906 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6513 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -6555449.500000 Penalty: 5177.751465
	Iteration 12F: 3 clusters Score -6555450 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4309 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -6557193.000000 Penalty: 5177.751465
	Iteration 13F: 3 clusters Score -6557193 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 31656 members 
Entering Unmasked Estep 
Score: -6558663.000000 Penalty: 5177.751465
	Iteration 14F: 3 clusters Score -6558663 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 32845 members 
Entering Unmasked Estep 
Score: -6559616.500000 Penalty: 5177.751465
	Iteration 15Q: 3 clusters Score -6559616 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -6560105.500000 Penalty: 5177.751465
	Iteration 16Q: 3 clusters Score -6560106 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 33743 members 
Entering Unmasked Estep 
Score: -6560387.500000 Penalty: 5177.751465
	Iteration 17Q: 3 clusters Score -6560388 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 33854 members 
Entering Unmasked Estep 
Score: -6560541.500000 Penalty: 5177.751465
	Iteration 18Q: 3 clusters Score -6560542 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 33914 members 
Entering Unmasked Estep 
Score: -6560620.000000 Penalty: 5177.751465
	Iteration 19Q: 3 clusters Score -6560620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 33937 members 
Entering Unmasked Estep 
Score: -6560694.000000 Penalty: 5177.751465
	Iteration 20F: 3 clusters Score -6560694 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 33947 members 
Entering Unmasked Estep 
Score: -6560716.500000 Penalty: 5177.751465
	Iteration 21Q: 3 clusters Score -6560716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 33950 members 
Entering Unmasked Estep 
Score: -6560724.500000 Penalty: 5177.751465
	Iteration 22Q: 3 clusters Score -6560724 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -6560733.500000 Penalty: 5177.751465
	Iteration 23Q: 3 clusters Score -6560734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -6560734.500000 Penalty: 5177.751465
	Iteration 24Q: 3 clusters Score -6560734 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -6560741.000000 Penalty: 5177.751465
	Iteration 25Q: 3 clusters Score -6560741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 33957 members 
Entering Unmasked Estep 
Score: -6560741.000000 Penalty: 5177.751465
	Iteration 26F: 3 clusters Score -6560741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (34417 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34417 members 
Entering Unmasked Estep 
Score: -6629606.000000 Penalty: 2590.683838
	Iteration 0F: 2 clusters Score -6629606 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 17036 members 
Entering Unmasked Estep 
Score: -6607549.000000 Penalty: 5181.367676
	Iteration 0F: 3 clusters Score -6607549 nChanged 15671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18358 members 
Mstep: Class 2 contains 16059 members 
Entering Unmasked Estep 
Score: -6616079.500000 Penalty: 5181.367676
	Iteration 1F: 3 clusters Score -6616080 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -6616549.000000 Penalty: 5181.367676
	Iteration 2Q: 3 clusters Score -6616549 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 14558 members 
Entering Unmasked Estep 
Score: -6617089.500000 Penalty: 5181.367676
	Iteration 3Q: 3 clusters Score -6617090 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21037 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -6617773.000000 Penalty: 5181.367676
	Iteration 4Q: 3 clusters Score -6617773 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 11860 members 
Entering Unmasked Estep 
Score: -6618654.500000 Penalty: 5181.367676
	Iteration 5F: 3 clusters Score -6618654 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24460 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -6619903.500000 Penalty: 5181.367676
	Iteration 6F: 3 clusters Score -6619904 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 7750 members 
Entering Unmasked Estep 
Score: -6621588.500000 Penalty: 5181.367676
	Iteration 7F: 3 clusters Score -6621588 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -6623276.000000 Penalty: 5181.367676
	Iteration 8F: 3 clusters Score -6623276 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30607 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -6624781.000000 Penalty: 5181.367676
	Iteration 9F: 3 clusters Score -6624781 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31883 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6625779.500000 Penalty: 5181.367676
	Iteration 10Q: 3 clusters Score -6625780 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32690 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -6626345.500000 Penalty: 5181.367676
	Iteration 11Q: 3 clusters Score -6626346 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33157 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -6626709.500000 Penalty: 5181.367676
	Iteration 12Q: 3 clusters Score -6626710 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33435 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -6626912.000000 Penalty: 5181.367676
	Iteration 13Q: 3 clusters Score -6626912 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33609 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -6627053.500000 Penalty: 5181.367676
	Iteration 14Q: 3 clusters Score -6627054 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33705 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6627137.500000 Penalty: 5181.367676
	Iteration 15Q: 3 clusters Score -6627138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33760 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -6627171.500000 Penalty: 5181.367676
	Iteration 16Q: 3 clusters Score -6627172 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33805 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -6627198.000000 Penalty: 5181.367676
	Iteration 17Q: 3 clusters Score -6627198 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33842 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6627230.000000 Penalty: 5181.367676
	Iteration 18Q: 3 clusters Score -6627230 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33863 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -6627246.500000 Penalty: 5181.367676
	Iteration 19Q: 3 clusters Score -6627246 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33886 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -6627267.500000 Penalty: 5181.367676
	Iteration 20F: 3 clusters Score -6627268 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33900 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6627281.500000 Penalty: 5181.367676
	Iteration 21Q: 3 clusters Score -6627282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -6627302.000000 Penalty: 5181.367676
	Iteration 22Q: 3 clusters Score -6627302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -6627315.500000 Penalty: 5181.367676
	Iteration 23Q: 3 clusters Score -6627316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33924 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6627322.500000 Penalty: 5181.367676
	Iteration 24Q: 3 clusters Score -6627322 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6627327.500000 Penalty: 5181.367676
	Iteration 25Q: 3 clusters Score -6627328 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33935 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6627342.000000 Penalty: 5181.367676
	Iteration 26Q: 3 clusters Score -6627342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33940 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6627340.000000 Penalty: 5181.367676
	Iteration 27Q: 3 clusters Score -6627340 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33945 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6627339.500000 Penalty: 5181.367676
	Iteration 28Q: 3 clusters Score -6627340 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6627348.000000 Penalty: 5181.367676
	Iteration 29Q: 3 clusters Score -6627348 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6627352.000000 Penalty: 5181.367676
	Iteration 30Q: 3 clusters Score -6627352 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33952 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -6627354.000000 Penalty: 5181.367676
	Iteration 31Q: 3 clusters Score -6627354 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33956 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -6627366.000000 Penalty: 5181.367676
	Iteration 32Q: 3 clusters Score -6627366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6627368.500000 Penalty: 5181.367676
	Iteration 33Q: 3 clusters Score -6627368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6627368.500000 Penalty: 5181.367676
	Iteration 34Q: 3 clusters Score -6627368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33958 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6627368.000000 Penalty: 5181.367676
	Iteration 35Q: 3 clusters Score -6627368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6627372.000000 Penalty: 5181.367676
	Iteration 36Q: 3 clusters Score -6627372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33959 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6627372.000000 Penalty: 5181.367676
	Iteration 37F: 3 clusters Score -6627372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -28940.970703 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -28940.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -28010.339844 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -28010.34 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -28428.917969 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -28428.92 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -28600.857422 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -28600.86 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28669.111328 Penalty: 2773.129639
	Iteration 3F: 3 clusters Score -28669.11 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -28704.378906 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -28704.38 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -28716.666016 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -28716.67 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28719.947266 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -28719.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -28726.650391 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -28726.65 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28729.187500 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -28729.19 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28729.187500 Penalty: 2773.129639
	Iteration 9F: 3 clusters Score -28729.19 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (47345 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47345 members 
Entering Unmasked Estep 
Score: -9123368.000000 Penalty: 2669.773682
	Iteration 0F: 2 clusters Score -9123368 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -9097151.000000 Penalty: 5339.547363
	Iteration 0F: 3 clusters Score -9097151 nChanged 21876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24465 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -9109209.000000 Penalty: 5339.547363
	Iteration 1F: 3 clusters Score -9109209 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 22320 members 
Entering Unmasked Estep 
Score: -9109724.000000 Penalty: 5339.547363
	Iteration 2Q: 3 clusters Score -9109724 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25837 members 
Mstep: Class 2 contains 21508 members 
Entering Unmasked Estep 
Score: -9110165.000000 Penalty: 5339.547363
	Iteration 3Q: 3 clusters Score -9110165 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26968 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
Score: -9110661.000000 Penalty: 5339.547363
	Iteration 4Q: 3 clusters Score -9110661 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28541 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -9111414.000000 Penalty: 5339.547363
	Iteration 5Q: 3 clusters Score -9111414 nChanged 2393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -9112337.000000 Penalty: 5339.547363
	Iteration 6F: 3 clusters Score -9112337 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33060 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -9113566.000000 Penalty: 5339.547363
	Iteration 7F: 3 clusters Score -9113566 nChanged 2927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35853 members 
Mstep: Class 2 contains 11492 members 
Entering Unmasked Estep 
Score: -9115071.000000 Penalty: 5339.547363
	Iteration 8F: 3 clusters Score -9115071 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38786 members 
Mstep: Class 2 contains 8559 members 
Entering Unmasked Estep 
Score: -9116670.000000 Penalty: 5339.547363
	Iteration 9F: 3 clusters Score -9116670 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 5998 members 
Entering Unmasked Estep 
Score: -9119039.000000 Penalty: 5339.547363
	Iteration 10F: 3 clusters Score -9119039 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43631 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -9120201.000000 Penalty: 5339.547363
	Iteration 11Q: 3 clusters Score -9120201 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -9120758.000000 Penalty: 5339.547363
	Iteration 12Q: 3 clusters Score -9120758 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46138 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -9120823.000000 Penalty: 5339.547363
	Iteration 13Q: 3 clusters Score -9120823 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9120923.000000 Penalty: 5339.547363
	Iteration 14Q: 3 clusters Score -9120923 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46785 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9121004.000000 Penalty: 5339.547363
	Iteration 15Q: 3 clusters Score -9121004 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46893 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -9121075.000000 Penalty: 5339.547363
	Iteration 16Q: 3 clusters Score -9121075 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -9121127.000000 Penalty: 5339.547363
	Iteration 17Q: 3 clusters Score -9121127 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46981 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -9121140.000000 Penalty: 5339.547363
	Iteration 18Q: 3 clusters Score -9121140 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47000 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9121171.000000 Penalty: 5339.547363
	Iteration 19Q: 3 clusters Score -9121171 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47016 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -9121178.000000 Penalty: 5339.547363
	Iteration 20F: 3 clusters Score -9121178 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47023 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -9121185.000000 Penalty: 5339.547363
	Iteration 21Q: 3 clusters Score -9121185 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9121190.000000 Penalty: 5339.547363
	Iteration 22Q: 3 clusters Score -9121190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47041 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9121205.000000 Penalty: 5339.547363
	Iteration 23Q: 3 clusters Score -9121205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47042 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -9121204.000000 Penalty: 5339.547363
	Iteration 24Q: 3 clusters Score -9121204 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47044 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9121212.000000 Penalty: 5339.547363
	Iteration 25Q: 3 clusters Score -9121212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47048 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9121219.000000 Penalty: 5339.547363
	Iteration 26Q: 3 clusters Score -9121219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9121219.000000 Penalty: 5339.547363
	Iteration 27Q: 3 clusters Score -9121219 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47050 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9121222.000000 Penalty: 5339.547363
	Iteration 28Q: 3 clusters Score -9121222 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47052 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9121230.000000 Penalty: 5339.547363
	Iteration 29Q: 3 clusters Score -9121230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47053 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -9121226.000000 Penalty: 5339.547363
	Iteration 30Q: 3 clusters Score -9121226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -9121226.000000 Penalty: 5339.547363
	Iteration 31Q: 3 clusters Score -9121226 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47056 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -9121225.000000 Penalty: 5339.547363
	Iteration 32Q: 3 clusters Score -9121225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9121229.000000 Penalty: 5339.547363
	Iteration 33Q: 3 clusters Score -9121229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47057 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -9121229.000000 Penalty: 5339.547363
	Iteration 34F: 3 clusters Score -9121229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Entering Unmasked Estep 
Score: -1422158.000000 Penalty: 2233.310059
	Iteration 0F: 2 clusters Score -1422158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1415727.500000 Penalty: 4466.620117
	Iteration 0F: 3 clusters Score -1415728 nChanged 3305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4010 members 
Entering Unmasked Estep 
Score: -1417737.250000 Penalty: 4466.620117
	Iteration 1F: 3 clusters Score -1417737 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4172 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -1418538.375000 Penalty: 4466.620117
	Iteration 2F: 3 clusters Score -1418538 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1419300.750000 Penalty: 4466.620117
	Iteration 3F: 3 clusters Score -1419301 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -1419866.875000 Penalty: 4466.620117
	Iteration 4F: 3 clusters Score -1419867 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 4628 members 
Entering Unmasked Estep 
Score: -1420326.000000 Penalty: 4466.620117
	Iteration 5F: 3 clusters Score -1420326 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -1420770.375000 Penalty: 4466.620117
	Iteration 6F: 3 clusters Score -1420770 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1421146.625000 Penalty: 4466.620117
	Iteration 7F: 3 clusters Score -1421147 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -1421424.500000 Penalty: 4466.620117
	Iteration 8Q: 3 clusters Score -1421424 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 5755 members 
Entering Unmasked Estep 
Score: -1421635.625000 Penalty: 4466.620117
	Iteration 9Q: 3 clusters Score -1421636 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 5871 members 
Entering Unmasked Estep 
Score: -1421764.125000 Penalty: 4466.620117
	Iteration 10Q: 3 clusters Score -1421764 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 5949 members 
Entering Unmasked Estep 
Score: -1421847.375000 Penalty: 4466.620117
	Iteration 11Q: 3 clusters Score -1421847 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 6005 members 
Entering Unmasked Estep 
Score: -1421920.875000 Penalty: 4466.620117
	Iteration 12Q: 3 clusters Score -1421921 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 6058 members 
Entering Unmasked Estep 
Score: -1421965.875000 Penalty: 4466.620117
	Iteration 13Q: 3 clusters Score -1421966 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 6109 members 
Entering Unmasked Estep 
Score: -1422002.375000 Penalty: 4466.620117
	Iteration 14Q: 3 clusters Score -1422002 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 6148 members 
Entering Unmasked Estep 
Score: -1422030.375000 Penalty: 4466.620117
	Iteration 15Q: 3 clusters Score -1422030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 6188 members 
Entering Unmasked Estep 
Score: -1422053.250000 Penalty: 4466.620117
	Iteration 16Q: 3 clusters Score -1422053 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 6228 members 
Entering Unmasked Estep 
Score: -1422070.125000 Penalty: 4466.620117
	Iteration 17Q: 3 clusters Score -1422070 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1422086.500000 Penalty: 4466.620117
	Iteration 18Q: 3 clusters Score -1422086 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1422090.000000 Penalty: 4466.620117
	Iteration 19Q: 3 clusters Score -1422090 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1422096.750000 Penalty: 4466.620117
	Iteration 20F: 3 clusters Score -1422097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 6310 members 
Entering Unmasked Estep 
Score: -1422102.750000 Penalty: 4466.620117
	Iteration 21Q: 3 clusters Score -1422103 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 6323 members 
Entering Unmasked Estep 
Score: -1422109.125000 Penalty: 4466.620117
	Iteration 22Q: 3 clusters Score -1422109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1422111.125000 Penalty: 4466.620117
	Iteration 23Q: 3 clusters Score -1422111 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 6352 members 
Entering Unmasked Estep 
Score: -1422119.875000 Penalty: 4466.620117
	Iteration 24Q: 3 clusters Score -1422120 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6370 members 
Entering Unmasked Estep 
Score: -1422126.375000 Penalty: 4466.620117
	Iteration 25Q: 3 clusters Score -1422126 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -1422138.625000 Penalty: 4466.620117
	Iteration 26Q: 3 clusters Score -1422139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1737 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -1422145.375000 Penalty: 4466.620117
	Iteration 27Q: 3 clusters Score -1422145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1422150.500000 Penalty: 4466.620117
	Iteration 28Q: 3 clusters Score -1422150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 6429 members 
Entering Unmasked Estep 
Score: -1422152.375000 Penalty: 4466.620117
	Iteration 29Q: 3 clusters Score -1422152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 6436 members 
Entering Unmasked Estep 
Score: -1422158.125000 Penalty: 4466.620117
	Iteration 30Q: 3 clusters Score -1422158 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -1422161.125000 Penalty: 4466.620117
	Iteration 31Q: 3 clusters Score -1422161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1422163.250000 Penalty: 4466.620117
	Iteration 32Q: 3 clusters Score -1422163 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1422163.375000 Penalty: 4466.620117
	Iteration 33Q: 3 clusters Score -1422163 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1690 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -1422165.250000 Penalty: 4466.620117
	Iteration 34Q: 3 clusters Score -1422165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 6458 members 
Entering Unmasked Estep 
Score: -1422165.500000 Penalty: 4466.620117
	Iteration 35Q: 3 clusters Score -1422166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1422167.250000 Penalty: 4466.620117
	Iteration 36Q: 3 clusters Score -1422167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1422167.250000 Penalty: 4466.620117
	Iteration 37F: 3 clusters Score -1422167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 3 contains 47490 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 34167 members 
Mstep: Class 6 contains 34417 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47345 members 
Mstep: Class 9 contains 1687 members 
Mstep: Class 10 contains 26021 members 
Mstep: Class 11 contains 51923 members 
Mstep: Class 12 contains 70066 members 
Mstep: Class 13 contains 51495 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 29291 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46218 members 
Mstep: Class 18 contains 45860 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23535 members 
Mstep: Class 22 contains 29880 members 
Mstep: Class 23 contains 18047 members 
Mstep: Class 24 contains 31955 members 
Mstep: Class 25 contains 4837 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47948 members 
Mstep: Class 28 contains 22372 members 
Mstep: Class 29 contains 27151 members 
Mstep: Class 30 contains 58663 members 
Mstep: Class 31 contains 53819 members 
Mstep: Class 32 contains 66783 members 
Mstep: Class 33 contains 20106 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40859 members 
Mstep: Class 36 contains 45762 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25207 members 
Mstep: Class 40 contains 32877 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19871 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 6459 members 
Entering Unmasked Estep 
Score: -207957008.000000 Penalty: 169222.343750
Splitting cluster 9 changes total score from -207958032.000000 to -207957008.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (26021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26021 members 
Entering Unmasked Estep 
Score: -5109492.500000 Penalty: 2521.331543
	Iteration 0F: 2 clusters Score -5109492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -5091972.000000 Penalty: 5042.663086
	Iteration 0F: 3 clusters Score -5091972 nChanged 11596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -5098333.500000 Penalty: 5042.663086
	Iteration 1F: 3 clusters Score -5098334 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14676 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -5098854.000000 Penalty: 5042.663086
	Iteration 2F: 3 clusters Score -5098854 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -5099385.000000 Penalty: 5042.663086
	Iteration 3F: 3 clusters Score -5099385 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16331 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -5099996.000000 Penalty: 5042.663086
	Iteration 4Q: 3 clusters Score -5099996 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17383 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -5100634.500000 Penalty: 5042.663086
	Iteration 5Q: 3 clusters Score -5100634 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18602 members 
Mstep: Class 2 contains 7419 members 
Entering Unmasked Estep 
Score: -5101395.000000 Penalty: 5042.663086
	Iteration 6F: 3 clusters Score -5101395 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20068 members 
Mstep: Class 2 contains 5953 members 
Entering Unmasked Estep 
Score: -5102459.500000 Penalty: 5042.663086
	Iteration 7F: 3 clusters Score -5102460 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -5103636.000000 Penalty: 5042.663086
	Iteration 8F: 3 clusters Score -5103636 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -5104894.000000 Penalty: 5042.663086
	Iteration 9F: 3 clusters Score -5104894 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24227 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -5105869.000000 Penalty: 5042.663086
	Iteration 10Q: 3 clusters Score -5105869 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24971 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -5106491.500000 Penalty: 5042.663086
	Iteration 11Q: 3 clusters Score -5106492 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -5106833.500000 Penalty: 5042.663086
	Iteration 12Q: 3 clusters Score -5106834 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25551 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5106988.500000 Penalty: 5042.663086
	Iteration 13Q: 3 clusters Score -5106988 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5107069.000000 Penalty: 5042.663086
	Iteration 14Q: 3 clusters Score -5107069 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25683 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5107137.000000 Penalty: 5042.663086
	Iteration 15Q: 3 clusters Score -5107137 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25708 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5107173.500000 Penalty: 5042.663086
	Iteration 16Q: 3 clusters Score -5107174 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25721 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -5107222.000000 Penalty: 5042.663086
	Iteration 17Q: 3 clusters Score -5107222 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25736 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -5107251.500000 Penalty: 5042.663086
	Iteration 18Q: 3 clusters Score -5107252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -5107260.500000 Penalty: 5042.663086
	Iteration 19Q: 3 clusters Score -5107260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -5107271.000000 Penalty: 5042.663086
	Iteration 20F: 3 clusters Score -5107271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5107278.500000 Penalty: 5042.663086
	Iteration 21Q: 3 clusters Score -5107278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5107287.500000 Penalty: 5042.663086
	Iteration 22Q: 3 clusters Score -5107288 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25765 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5107295.000000 Penalty: 5042.663086
	Iteration 23Q: 3 clusters Score -5107295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5107300.500000 Penalty: 5042.663086
	Iteration 24Q: 3 clusters Score -5107300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -5107300.500000 Penalty: 5042.663086
	Iteration 25F: 3 clusters Score -5107300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Entering Unmasked Estep 
Score: -9762854.000000 Penalty: 2692.664307
	Iteration 0F: 2 clusters Score -9762854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25964 members 
Mstep: Class 2 contains 25959 members 
Entering Unmasked Estep 
Score: -9728980.000000 Penalty: 5385.328613
	Iteration 0F: 3 clusters Score -9728980 nChanged 24145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Mstep: Class 2 contains 25364 members 
Entering Unmasked Estep 
Score: -9742483.000000 Penalty: 5385.328613
	Iteration 1F: 3 clusters Score -9742483 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26884 members 
Mstep: Class 2 contains 25039 members 
Entering Unmasked Estep 
Score: -9743123.000000 Penalty: 5385.328613
	Iteration 2Q: 3 clusters Score -9743123 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27330 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -9743624.000000 Penalty: 5385.328613
	Iteration 3Q: 3 clusters Score -9743624 nChanged 1989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27889 members 
Mstep: Class 2 contains 24034 members 
Entering Unmasked Estep 
Score: -9744282.000000 Penalty: 5385.328613
	Iteration 4Q: 3 clusters Score -9744282 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28569 members 
Mstep: Class 2 contains 23354 members 
Entering Unmasked Estep 
Score: -9744969.000000 Penalty: 5385.328613
	Iteration 5Q: 3 clusters Score -9744969 nChanged 2118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 22376 members 
Entering Unmasked Estep 
Score: -9745767.000000 Penalty: 5385.328613
	Iteration 6Q: 3 clusters Score -9745767 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30822 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -9746731.000000 Penalty: 5385.328613
	Iteration 7Q: 3 clusters Score -9746731 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -9747897.000000 Penalty: 5385.328613
	Iteration 8Q: 3 clusters Score -9747897 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -9749281.000000 Penalty: 5385.328613
	Iteration 9Q: 3 clusters Score -9749281 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36317 members 
Mstep: Class 2 contains 15606 members 
Entering Unmasked Estep 
Score: -9750935.000000 Penalty: 5385.328613
	Iteration 10F: 3 clusters Score -9750935 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38543 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -9752833.000000 Penalty: 5385.328613
	Iteration 11F: 3 clusters Score -9752833 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40589 members 
Mstep: Class 2 contains 11334 members 
Entering Unmasked Estep 
Score: -9754446.000000 Penalty: 5385.328613
	Iteration 12Q: 3 clusters Score -9754446 nChanged 1996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42287 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -9755628.000000 Penalty: 5385.328613
	Iteration 13Q: 3 clusters Score -9755628 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -9756604.000000 Penalty: 5385.328613
	Iteration 14Q: 3 clusters Score -9756604 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 6816 members 
Entering Unmasked Estep 
Score: -9757425.000000 Penalty: 5385.328613
	Iteration 15Q: 3 clusters Score -9757425 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46258 members 
Mstep: Class 2 contains 5665 members 
Entering Unmasked Estep 
Score: -9758031.000000 Penalty: 5385.328613
	Iteration 16Q: 3 clusters Score -9758031 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Mstep: Class 2 contains 4676 members 
Entering Unmasked Estep 
Score: -9758471.000000 Penalty: 5385.328613
	Iteration 17Q: 3 clusters Score -9758471 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48127 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -9758915.000000 Penalty: 5385.328613
	Iteration 18Q: 3 clusters Score -9758915 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48851 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -9759203.000000 Penalty: 5385.328613
	Iteration 19Q: 3 clusters Score -9759203 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49491 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -9759541.000000 Penalty: 5385.328613
	Iteration 20F: 3 clusters Score -9759541 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49995 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -9759801.000000 Penalty: 5385.328613
	Iteration 21Q: 3 clusters Score -9759801 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50389 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -9759988.000000 Penalty: 5385.328613
	Iteration 22Q: 3 clusters Score -9759988 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50677 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -9760175.000000 Penalty: 5385.328613
	Iteration 23Q: 3 clusters Score -9760175 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50870 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -9760304.000000 Penalty: 5385.328613
	Iteration 24Q: 3 clusters Score -9760304 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50986 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9760371.000000 Penalty: 5385.328613
	Iteration 25Q: 3 clusters Score -9760371 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51067 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -9760423.000000 Penalty: 5385.328613
	Iteration 26Q: 3 clusters Score -9760423 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51132 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -9760466.000000 Penalty: 5385.328613
	Iteration 27Q: 3 clusters Score -9760466 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51176 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9760500.000000 Penalty: 5385.328613
	Iteration 28Q: 3 clusters Score -9760500 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51210 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -9760523.000000 Penalty: 5385.328613
	Iteration 29Q: 3 clusters Score -9760523 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51228 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -9760524.000000 Penalty: 5385.328613
	Iteration 30Q: 3 clusters Score -9760524 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51257 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -9760569.000000 Penalty: 5385.328613
	Iteration 31Q: 3 clusters Score -9760569 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51285 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -9760586.000000 Penalty: 5385.328613
	Iteration 32Q: 3 clusters Score -9760586 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -9760593.000000 Penalty: 5385.328613
	Iteration 33Q: 3 clusters Score -9760593 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51330 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -9760579.000000 Penalty: 5385.328613
	Iteration 34Q: 3 clusters Score -9760579 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51346 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -9760591.000000 Penalty: 5385.328613
	Iteration 35Q: 3 clusters Score -9760591 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51359 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9760601.000000 Penalty: 5385.328613
	Iteration 36Q: 3 clusters Score -9760601 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51364 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9760614.000000 Penalty: 5385.328613
	Iteration 37Q: 3 clusters Score -9760614 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51370 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9760612.000000 Penalty: 5385.328613
	Iteration 38Q: 3 clusters Score -9760612 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51375 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -9760620.000000 Penalty: 5385.328613
	Iteration 39Q: 3 clusters Score -9760620 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51385 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9760635.000000 Penalty: 5385.328613
	Iteration 40F: 3 clusters Score -9760635 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51388 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -9760633.000000 Penalty: 5385.328613
	Iteration 41Q: 3 clusters Score -9760633 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9760642.000000 Penalty: 5385.328613
	Iteration 42Q: 3 clusters Score -9760642 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -9760643.000000 Penalty: 5385.328613
	Iteration 43Q: 3 clusters Score -9760643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51394 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9760645.000000 Penalty: 5385.328613
	Iteration 44Q: 3 clusters Score -9760645 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9760646.000000 Penalty: 5385.328613
	Iteration 45Q: 3 clusters Score -9760646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51395 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -9760646.000000 Penalty: 5385.328613
	Iteration 46F: 3 clusters Score -9760646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (70066 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70066 members 
Entering Unmasked Estep 
Score: -12733484.000000 Penalty: 2766.983887
	Iteration 0F: 2 clusters Score -1.273348e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 34795 members 
Entering Unmasked Estep 
Score: -12690058.000000 Penalty: 5533.967773
	Iteration 0F: 3 clusters Score -1.269006e+07 nChanged 32910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38567 members 
Mstep: Class 2 contains 31499 members 
Entering Unmasked Estep 
Score: -12709050.000000 Penalty: 5533.967773
	Iteration 1F: 3 clusters Score -1.270905e+07 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40620 members 
Mstep: Class 2 contains 29446 members 
Entering Unmasked Estep 
Score: -12710360.000000 Penalty: 5533.967773
	Iteration 2Q: 3 clusters Score -1.271036e+07 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43478 members 
Mstep: Class 2 contains 26588 members 
Entering Unmasked Estep 
Score: -12712108.000000 Penalty: 5533.967773
	Iteration 3F: 3 clusters Score -1.271211e+07 nChanged 4565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47307 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -12714639.000000 Penalty: 5533.967773
	Iteration 4F: 3 clusters Score -1.271464e+07 nChanged 5224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52051 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -12718118.000000 Penalty: 5533.967773
	Iteration 5F: 3 clusters Score -1.271812e+07 nChanged 5207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56998 members 
Mstep: Class 2 contains 13068 members 
Entering Unmasked Estep 
Score: -12722046.000000 Penalty: 5533.967773
	Iteration 6F: 3 clusters Score -1.272205e+07 nChanged 4380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61236 members 
Mstep: Class 2 contains 8830 members 
Entering Unmasked Estep 
Score: -12725173.000000 Penalty: 5533.967773
	Iteration 7F: 3 clusters Score -1.272517e+07 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64203 members 
Mstep: Class 2 contains 5863 members 
Entering Unmasked Estep 
Score: -12727223.000000 Penalty: 5533.967773
	Iteration 8Q: 3 clusters Score -1.272722e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -12728612.000000 Penalty: 5533.967773
	Iteration 9Q: 3 clusters Score -1.272861e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67160 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -12729582.000000 Penalty: 5533.967773
	Iteration 10Q: 3 clusters Score -1.272958e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67773 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -12730218.000000 Penalty: 5533.967773
	Iteration 11Q: 3 clusters Score -1.273022e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -12730588.000000 Penalty: 5533.967773
	Iteration 12Q: 3 clusters Score -1.273059e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68255 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -12730785.000000 Penalty: 5533.967773
	Iteration 13Q: 3 clusters Score -1.273078e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68357 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -12730889.000000 Penalty: 5533.967773
	Iteration 14Q: 3 clusters Score -1.273089e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -12730994.000000 Penalty: 5533.967773
	Iteration 15Q: 3 clusters Score -1.273099e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68482 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -12731069.000000 Penalty: 5533.967773
	Iteration 16Q: 3 clusters Score -1.273107e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68527 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -12731073.000000 Penalty: 5533.967773
	Iteration 17Q: 3 clusters Score -1.273107e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68556 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -12731093.000000 Penalty: 5533.967773
	Iteration 18Q: 3 clusters Score -1.273109e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68563 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -12731078.000000 Penalty: 5533.967773
	Iteration 19Q: 3 clusters Score -1.273108e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68572 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -12731097.000000 Penalty: 5533.967773
	Iteration 20F: 3 clusters Score -1.27311e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -12731105.000000 Penalty: 5533.967773
	Iteration 21Q: 3 clusters Score -1.27311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -12731101.000000 Penalty: 5533.967773
	Iteration 22Q: 3 clusters Score -1.27311e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68576 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -12731115.000000 Penalty: 5533.967773
	Iteration 23Q: 3 clusters Score -1.273112e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68580 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -12731128.000000 Penalty: 5533.967773
	Iteration 24Q: 3 clusters Score -1.273113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68583 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -12731115.000000 Penalty: 5533.967773
	Iteration 25Q: 3 clusters Score -1.273112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68587 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -12731133.000000 Penalty: 5533.967773
	Iteration 26Q: 3 clusters Score -1.273113e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68588 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -12731127.000000 Penalty: 5533.967773
	Iteration 27Q: 3 clusters Score -1.273113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12731132.000000 Penalty: 5533.967773
	Iteration 28Q: 3 clusters Score -1.273113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -12731134.000000 Penalty: 5533.967773
	Iteration 29Q: 3 clusters Score -1.273113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -12731126.000000 Penalty: 5533.967773
	Iteration 30Q: 3 clusters Score -1.273113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68589 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -12731124.000000 Penalty: 5533.967773
	Iteration 31Q: 3 clusters Score -1.273112e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -12731128.000000 Penalty: 5533.967773
	Iteration 32Q: 3 clusters Score -1.273113e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -12731128.000000 Penalty: 5533.967773
	Iteration 33Q: 3 clusters Score -1.273113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68592 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -12731130.000000 Penalty: 5533.967773
	Iteration 34Q: 3 clusters Score -1.273113e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -12731128.000000 Penalty: 5533.967773
	Iteration 35Q: 3 clusters Score -1.273113e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -12731124.000000 Penalty: 5533.967773
	Iteration 36Q: 3 clusters Score -1.273112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68591 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -12731125.000000 Penalty: 5533.967773
	Iteration 37Q: 3 clusters Score -1.273112e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -12731135.000000 Penalty: 5533.967773
	Iteration 38Q: 3 clusters Score -1.273114e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68590 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -12731135.000000 Penalty: 5533.967773
	Iteration 39F: 3 clusters Score -1.273114e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (51495 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51495 members 
Entering Unmasked Estep 
Score: -9690865.000000 Penalty: 2690.611572
	Iteration 0F: 2 clusters Score -9690865 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25729 members 
Mstep: Class 2 contains 25766 members 
Entering Unmasked Estep 
Score: -9657352.000000 Penalty: 5381.223145
	Iteration 0F: 3 clusters Score -9657352 nChanged 23880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25677 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -9670556.000000 Penalty: 5381.223145
	Iteration 1F: 3 clusters Score -9670556 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -9671059.000000 Penalty: 5381.223145
	Iteration 2Q: 3 clusters Score -9671059 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25602 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -9671399.000000 Penalty: 5381.223145
	Iteration 3Q: 3 clusters Score -9671399 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -9671739.000000 Penalty: 5381.223145
	Iteration 4Q: 3 clusters Score -9671739 nChanged 1534
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25523 members 
Mstep: Class 2 contains 25972 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -9672123 nChanged 1427
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25400 members 
Mstep: Class 2 contains 26095 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -9672485 nChanged 1422
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25194 members 
Mstep: Class 2 contains 26301 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -9672794 nChanged 1484
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24910 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -9673173 nChanged 1667
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24525 members 
Mstep: Class 2 contains 26970 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -9673774 nChanged 1942
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24003 members 
Mstep: Class 2 contains 27492 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -9674682 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 28136 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -9676149 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22660 members 
Mstep: Class 2 contains 28835 members 
Entering Unmasked Estep 
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	Iteration 12F: 3 clusters Score -9678180 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21913 members 
Mstep: Class 2 contains 29582 members 
Entering Unmasked Estep 
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	Iteration 13F: 3 clusters Score -9680442 nChanged 2680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 30184 members 
Entering Unmasked Estep 
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	Iteration 14F: 3 clusters Score -9681985 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20776 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -9682765 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -9683314 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 31737 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9683820 nChanged 1185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9684380 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18628 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9684963 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18076 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9685545 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17492 members 
Mstep: Class 2 contains 34003 members 
Entering Unmasked Estep 
Score: -9686140.000000 Penalty: 5381.223145
	Iteration 21Q: 3 clusters Score -9686140 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16960 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9686707 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9687208 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9687558 nChanged 712
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -9687812.000000 Penalty: 5381.223145
	Iteration 25Q: 3 clusters Score -9687812 nChanged 592
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15536 members 
Mstep: Class 2 contains 35959 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9687973 nChanged 478
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 36219 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9688087 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15034 members 
Mstep: Class 2 contains 36461 members 
Entering Unmasked Estep 
Score: -9688166.000000 Penalty: 5381.223145
	Iteration 28Q: 3 clusters Score -9688166 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 36655 members 
Entering Unmasked Estep 
Score: -9688207.000000 Penalty: 5381.223145
	Iteration 29Q: 3 clusters Score -9688207 nChanged 255
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 36834 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9688267 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14480 members 
Mstep: Class 2 contains 37015 members 
Entering Unmasked Estep 
Score: -9688273.000000 Penalty: 5381.223145
	Iteration 31Q: 3 clusters Score -9688273 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 37185 members 
Entering Unmasked Estep 
Score: -9688314.000000 Penalty: 5381.223145
	Iteration 32Q: 3 clusters Score -9688314 nChanged 177
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14157 members 
Mstep: Class 2 contains 37338 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9688345 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14025 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9688343 nChanged 127
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13900 members 
Mstep: Class 2 contains 37595 members 
Entering Unmasked Estep 
Score: -9688395.000000 Penalty: 5381.223145
	Iteration 35Q: 3 clusters Score -9688395 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9688418 nChanged 118
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Mstep: Class 1 contains 13665 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9688434 nChanged 112
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 37940 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9688415 nChanged 98
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Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -9688431.000000 Penalty: 5381.223145
	Iteration 39Q: 3 clusters Score -9688431 nChanged 103
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Mstep: Class 1 contains 13358 members 
Mstep: Class 2 contains 38137 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9688442 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13269 members 
Mstep: Class 2 contains 38226 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9688438 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 38328 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9688452 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 38443 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9688457 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 38530 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9688449 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 38613 members 
Entering Unmasked Estep 
Score: -9688462.000000 Penalty: 5381.223145
	Iteration 45Q: 3 clusters Score -9688462 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12780 members 
Mstep: Class 2 contains 38715 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9688472 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12676 members 
Mstep: Class 2 contains 38819 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9688478 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12572 members 
Mstep: Class 2 contains 38923 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9688484 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12479 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -9688465.000000 Penalty: 5381.223145
	Iteration 49Q: 3 clusters Score -9688465 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12391 members 
Mstep: Class 2 contains 39104 members 
Entering Unmasked Estep 
Score: -9688481.000000 Penalty: 5381.223145
	Iteration 50Q: 3 clusters Score -9688481 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12314 members 
Mstep: Class 2 contains 39181 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9688501 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -9688509.000000 Penalty: 5381.223145
	Iteration 52Q: 3 clusters Score -9688509 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12177 members 
Mstep: Class 2 contains 39318 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9688508 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9688488 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 39484 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9688509 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11927 members 
Mstep: Class 2 contains 39568 members 
Entering Unmasked Estep 
Score: -9688529.000000 Penalty: 5381.223145
	Iteration 56Q: 3 clusters Score -9688529 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11844 members 
Mstep: Class 2 contains 39651 members 
Entering Unmasked Estep 
Score: -9688496.000000 Penalty: 5381.223145
	Iteration 57Q: 3 clusters Score -9688496 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 39719 members 
Entering Unmasked Estep 
Score: -9688504.000000 Penalty: 5381.223145
	Iteration 58Q: 3 clusters Score -9688504 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11707 members 
Mstep: Class 2 contains 39788 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9688524 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11648 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -9688518.000000 Penalty: 5381.223145
	Iteration 60F: 3 clusters Score -9688518 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 39912 members 
Entering Unmasked Estep 
Score: -9688559.000000 Penalty: 5381.223145
	Iteration 61Q: 3 clusters Score -9688559 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 39960 members 
Entering Unmasked Estep 
Score: -9688564.000000 Penalty: 5381.223145
	Iteration 62Q: 3 clusters Score -9688564 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11496 members 
Mstep: Class 2 contains 39999 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9688562 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -9688552.000000 Penalty: 5381.223145
	Iteration 64Q: 3 clusters Score -9688552 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11424 members 
Mstep: Class 2 contains 40071 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9688557 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11379 members 
Mstep: Class 2 contains 40116 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9688546 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 40150 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9688546 nChanged 37
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Mstep: Class 1 contains 11308 members 
Mstep: Class 2 contains 40187 members 
Entering Unmasked Estep 
Score: -9688542.000000 Penalty: 5381.223145
	Iteration 68Q: 3 clusters Score -9688542 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11277 members 
Mstep: Class 2 contains 40218 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9688545 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 40247 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9688544 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11222 members 
Mstep: Class 2 contains 40273 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9688556 nChanged 35
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Mstep: Class 1 contains 11187 members 
Mstep: Class 2 contains 40308 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9688554 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11153 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9688572 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11110 members 
Mstep: Class 2 contains 40385 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9688575 nChanged 33
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Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9688580 nChanged 35
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Mstep: Class 2 contains 40451 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9688588 nChanged 28
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Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 40479 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9688579 nChanged 35
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Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9688584 nChanged 36
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Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9688593 nChanged 31
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Mstep: Class 1 contains 10914 members 
Mstep: Class 2 contains 40581 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9688587 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9688597 nChanged 28
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Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 40633 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9688598 nChanged 31
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Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 40664 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9688588 nChanged 20
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Mstep: Class 1 contains 10811 members 
Mstep: Class 2 contains 40684 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9688608 nChanged 14
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Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 40698 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9688607 nChanged 18
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Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 40716 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9688598 nChanged 22
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Mstep: Class 1 contains 10757 members 
Mstep: Class 2 contains 40738 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9688601 nChanged 20
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Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 40758 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9688598 nChanged 23
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Mstep: Class 1 contains 10714 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9688608 nChanged 28
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Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9688616 nChanged 21
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Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 40830 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9688610 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 2 contains 40846 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9688604 nChanged 21
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	Iteration 93Q: 3 clusters Score -9688600 nChanged 14
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Mstep: Class 2 contains 40879 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9688618 nChanged 16
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Mstep: Class 2 contains 40895 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9688620 nChanged 20
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Mstep: Class 1 contains 10580 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9688616 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9688616 nChanged 26
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Mstep: Class 1 contains 10531 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9688629 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 40996 members 
Entering Unmasked Estep 
Score: -9688632.000000 Penalty: 5381.223145
	Iteration 99Q: 3 clusters Score -9688632 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 41030 members 
Entering Unmasked Estep 
Score: -9688626.000000 Penalty: 5381.223145
	Iteration 100F: 3 clusters Score -9688626 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10439 members 
Mstep: Class 2 contains 41056 members 
Entering Unmasked Estep 
Score: -9688621.000000 Penalty: 5381.223145
	Iteration 101Q: 3 clusters Score -9688621 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 41078 members 
Entering Unmasked Estep 
Score: -9688614.000000 Penalty: 5381.223145
	Iteration 102Q: 3 clusters Score -9688614 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10404 members 
Mstep: Class 2 contains 41091 members 
Entering Unmasked Estep 
Score: -9688611.000000 Penalty: 5381.223145
	Iteration 103Q: 3 clusters Score -9688611 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10387 members 
Mstep: Class 2 contains 41108 members 
Entering Unmasked Estep 
Score: -9688626.000000 Penalty: 5381.223145
	Iteration 104Q: 3 clusters Score -9688626 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10375 members 
Mstep: Class 2 contains 41120 members 
Entering Unmasked Estep 
Score: -9688622.000000 Penalty: 5381.223145
	Iteration 105Q: 3 clusters Score -9688622 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10365 members 
Mstep: Class 2 contains 41130 members 
Entering Unmasked Estep 
Score: -9688616.000000 Penalty: 5381.223145
	Iteration 106Q: 3 clusters Score -9688616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10359 members 
Mstep: Class 2 contains 41136 members 
Entering Unmasked Estep 
Score: -9688621.000000 Penalty: 5381.223145
	Iteration 107Q: 3 clusters Score -9688621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 41140 members 
Entering Unmasked Estep 
Score: -9688605.000000 Penalty: 5381.223145
	Iteration 108Q: 3 clusters Score -9688605 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10351 members 
Mstep: Class 2 contains 41144 members 
Entering Unmasked Estep 
Score: -9688608.000000 Penalty: 5381.223145
	Iteration 109Q: 3 clusters Score -9688608 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 41149 members 
Entering Unmasked Estep 
Score: -9688614.000000 Penalty: 5381.223145
	Iteration 110Q: 3 clusters Score -9688614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 41155 members 
Entering Unmasked Estep 
Score: -9688620.000000 Penalty: 5381.223145
	Iteration 111Q: 3 clusters Score -9688620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 41158 members 
Entering Unmasked Estep 
Score: -9688621.000000 Penalty: 5381.223145
	Iteration 112Q: 3 clusters Score -9688621 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10334 members 
Mstep: Class 2 contains 41161 members 
Entering Unmasked Estep 
Score: -9688623.000000 Penalty: 5381.223145
	Iteration 113Q: 3 clusters Score -9688623 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 41165 members 
Entering Unmasked Estep 
Score: -9688627.000000 Penalty: 5381.223145
	Iteration 114Q: 3 clusters Score -9688627 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10326 members 
Mstep: Class 2 contains 41169 members 
Entering Unmasked Estep 
Score: -9688623.000000 Penalty: 5381.223145
	Iteration 115Q: 3 clusters Score -9688623 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -9688624.000000 Penalty: 5381.223145
	Iteration 116Q: 3 clusters Score -9688624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 41170 members 
Entering Unmasked Estep 
Score: -9688624.000000 Penalty: 5381.223145
	Iteration 117F: 3 clusters Score -9688624 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4759 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Entering Unmasked Estep 
Score: -886817.812500 Penalty: 2100.012451
	Iteration 0F: 2 clusters Score -886817.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2370 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -882482.187500 Penalty: 4200.024902
	Iteration 0F: 3 clusters Score -882482.2 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -883586.437500 Penalty: 4200.024902
	Iteration 1F: 3 clusters Score -883586.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -883842.250000 Penalty: 4200.024902
	Iteration 2F: 3 clusters Score -883842.2 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -884003.937500 Penalty: 4200.024902
	Iteration 3F: 3 clusters Score -884003.9 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -884122.687500 Penalty: 4200.024902
	Iteration 4Q: 3 clusters Score -884122.7 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -884221.875000 Penalty: 4200.024902
	Iteration 5Q: 3 clusters Score -884221.9 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -884336.812500 Penalty: 4200.024902
	Iteration 6Q: 3 clusters Score -884336.8 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -884475.875000 Penalty: 4200.024902
	Iteration 7Q: 3 clusters Score -884475.9 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1581 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -884587.312500 Penalty: 4200.024902
	Iteration 8Q: 3 clusters Score -884587.3 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -884689.687500 Penalty: 4200.024902
	Iteration 9Q: 3 clusters Score -884689.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 3387 members 
Entering Unmasked Estep 
Score: -884771.562500 Penalty: 4200.024902
	Iteration 10Q: 3 clusters Score -884771.6 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -884837.875000 Penalty: 4200.024902
	Iteration 11Q: 3 clusters Score -884837.9 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -884896.437500 Penalty: 4200.024902
	Iteration 12Q: 3 clusters Score -884896.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -884942.687500 Penalty: 4200.024902
	Iteration 13Q: 3 clusters Score -884942.7 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -884994.500000 Penalty: 4200.024902
	Iteration 14Q: 3 clusters Score -884994.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -885043.000000 Penalty: 4200.024902
	Iteration 15Q: 3 clusters Score -885043 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -885077.125000 Penalty: 4200.024902
	Iteration 16Q: 3 clusters Score -885077.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3790 members 
Entering Unmasked Estep 
Score: -885107.437500 Penalty: 4200.024902
	Iteration 17Q: 3 clusters Score -885107.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -885135.125000 Penalty: 4200.024902
	Iteration 18Q: 3 clusters Score -885135.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -885159.875000 Penalty: 4200.024902
	Iteration 19Q: 3 clusters Score -885159.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -885171.562500 Penalty: 4200.024902
	Iteration 20F: 3 clusters Score -885171.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -885185.937500 Penalty: 4200.024902
	Iteration 21Q: 3 clusters Score -885185.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -885196.687500 Penalty: 4200.024902
	Iteration 22Q: 3 clusters Score -885196.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -885202.250000 Penalty: 4200.024902
	Iteration 23Q: 3 clusters Score -885202.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -885206.187500 Penalty: 4200.024902
	Iteration 24Q: 3 clusters Score -885206.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -885209.000000 Penalty: 4200.024902
	Iteration 25Q: 3 clusters Score -885209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -885212.437500 Penalty: 4200.024902
	Iteration 26Q: 3 clusters Score -885212.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -885215.875000 Penalty: 4200.024902
	Iteration 27Q: 3 clusters Score -885215.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -885216.812500 Penalty: 4200.024902
	Iteration 28Q: 3 clusters Score -885216.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -885216.812500 Penalty: 4200.024902
	Iteration 29F: 3 clusters Score -885216.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Entering Unmasked Estep 
Score: -5608223.500000 Penalty: 2550.688721
	Iteration 0F: 2 clusters Score -5608224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14511 members 
Mstep: Class 2 contains 14780 members 
Entering Unmasked Estep 
Score: -5588610.500000 Penalty: 5101.377441
	Iteration 0F: 3 clusters Score -5588610 nChanged 13162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -5595638.000000 Penalty: 5101.377441
	Iteration 1F: 3 clusters Score -5595638 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13522 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -5596202.500000 Penalty: 5101.377441
	Iteration 2F: 3 clusters Score -5596202 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13018 members 
Mstep: Class 2 contains 16273 members 
Entering Unmasked Estep 
Score: -5596745.000000 Penalty: 5101.377441
	Iteration 3Q: 3 clusters Score -5596745 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12361 members 
Mstep: Class 2 contains 16930 members 
Entering Unmasked Estep 
Score: -5597256.500000 Penalty: 5101.377441
	Iteration 4Q: 3 clusters Score -5597256 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11543 members 
Mstep: Class 2 contains 17748 members 
Entering Unmasked Estep 
Score: -5597770.000000 Penalty: 5101.377441
	Iteration 5Q: 3 clusters Score -5597770 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10492 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -5598507.000000 Penalty: 5101.377441
	Iteration 6Q: 3 clusters Score -5598507 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9210 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -5599453.500000 Penalty: 5101.377441
	Iteration 7F: 3 clusters Score -5599454 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7741 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -5600616.500000 Penalty: 5101.377441
	Iteration 8F: 3 clusters Score -5600616 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 23098 members 
Entering Unmasked Estep 
Score: -5601819.500000 Penalty: 5101.377441
	Iteration 9F: 3 clusters Score -5601820 nChanged 1452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4803 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -5602931.000000 Penalty: 5101.377441
	Iteration 10Q: 3 clusters Score -5602931 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 25669 members 
Entering Unmasked Estep 
Score: -5603864.500000 Penalty: 5101.377441
	Iteration 11Q: 3 clusters Score -5603864 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 26561 members 
Entering Unmasked Estep 
Score: -5604585.500000 Penalty: 5101.377441
	Iteration 12Q: 3 clusters Score -5604586 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 27229 members 
Entering Unmasked Estep 
Score: -5605051.000000 Penalty: 5101.377441
	Iteration 13Q: 3 clusters Score -5605051 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -5605376.500000 Penalty: 5101.377441
	Iteration 14Q: 3 clusters Score -5605376 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -5605602.500000 Penalty: 5101.377441
	Iteration 15Q: 3 clusters Score -5605602 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 28232 members 
Entering Unmasked Estep 
Score: -5605744.500000 Penalty: 5101.377441
	Iteration 16Q: 3 clusters Score -5605744 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 28381 members 
Entering Unmasked Estep 
Score: -5605829.000000 Penalty: 5101.377441
	Iteration 17Q: 3 clusters Score -5605829 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 28476 members 
Entering Unmasked Estep 
Score: -5605889.500000 Penalty: 5101.377441
	Iteration 18Q: 3 clusters Score -5605890 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28544 members 
Entering Unmasked Estep 
Score: -5605917.500000 Penalty: 5101.377441
	Iteration 19Q: 3 clusters Score -5605918 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 28584 members 
Entering Unmasked Estep 
Score: -5605943.000000 Penalty: 5101.377441
	Iteration 20F: 3 clusters Score -5605943 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 28623 members 
Entering Unmasked Estep 
Score: -5605967.500000 Penalty: 5101.377441
	Iteration 21Q: 3 clusters Score -5605968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -5605982.500000 Penalty: 5101.377441
	Iteration 22Q: 3 clusters Score -5605982 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -5605996.000000 Penalty: 5101.377441
	Iteration 23Q: 3 clusters Score -5605996 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 28696 members 
Entering Unmasked Estep 
Score: -5606012.500000 Penalty: 5101.377441
	Iteration 24Q: 3 clusters Score -5606012 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -5606012.500000 Penalty: 5101.377441
	Iteration 25Q: 3 clusters Score -5606012 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 28724 members 
Entering Unmasked Estep 
Score: -5606024.000000 Penalty: 5101.377441
	Iteration 26Q: 3 clusters Score -5606024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5606031.000000 Penalty: 5101.377441
	Iteration 27Q: 3 clusters Score -5606031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 28745 members 
Entering Unmasked Estep 
Score: -5606031.500000 Penalty: 5101.377441
	Iteration 28Q: 3 clusters Score -5606032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5606034.500000 Penalty: 5101.377441
	Iteration 29Q: 3 clusters Score -5606034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5606037.500000 Penalty: 5101.377441
	Iteration 30Q: 3 clusters Score -5606038 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 28749 members 
Entering Unmasked Estep 
Score: -5606041.000000 Penalty: 5101.377441
	Iteration 31Q: 3 clusters Score -5606041 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 28751 members 
Entering Unmasked Estep 
Score: -5606045.500000 Penalty: 5101.377441
	Iteration 32Q: 3 clusters Score -5606046 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -5606042.500000 Penalty: 5101.377441
	Iteration 33Q: 3 clusters Score -5606042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -5606045.000000 Penalty: 5101.377441
	Iteration 34Q: 3 clusters Score -5606045 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 28758 members 
Entering Unmasked Estep 
Score: -5606044.000000 Penalty: 5101.377441
	Iteration 35Q: 3 clusters Score -5606044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -5606039.000000 Penalty: 5101.377441
	Iteration 36Q: 3 clusters Score -5606039 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 28766 members 
Entering Unmasked Estep 
Score: -5606049.500000 Penalty: 5101.377441
	Iteration 37Q: 3 clusters Score -5606050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 28768 members 
Entering Unmasked Estep 
Score: -5606054.000000 Penalty: 5101.377441
	Iteration 38Q: 3 clusters Score -5606054 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -5606055.500000 Penalty: 5101.377441
	Iteration 39Q: 3 clusters Score -5606056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28771 members 
Entering Unmasked Estep 
Score: -5606052.000000 Penalty: 5101.377441
	Iteration 40F: 3 clusters Score -5606052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -5606054.500000 Penalty: 5101.377441
	Iteration 41Q: 3 clusters Score -5606054 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 28772 members 
Entering Unmasked Estep 
Score: -5606054.500000 Penalty: 5101.377441
	Iteration 42F: 3 clusters Score -5606054 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -111481.242188 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -111481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -109794.046875 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -109794 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -110053.781250 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -110053.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -110143.335938 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -110143.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -110167.953125 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -110168 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -110184.531250 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -110184.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110191.664062 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -110191.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110198.046875 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -110198 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -110206.296875 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -110206.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110217.093750 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -110217.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -110217.093750 Penalty: 3228.349365
	Iteration 9F: 3 clusters Score -110217.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Entering Unmasked Estep 
Score: -8887218.000000 Penalty: 2663.799072
	Iteration 0F: 2 clusters Score -8887218 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 23113 members 
Entering Unmasked Estep 
Score: -8860726.000000 Penalty: 5327.598145
	Iteration 0F: 3 clusters Score -8860726 nChanged 21123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -8872619.000000 Penalty: 5327.598145
	Iteration 1F: 3 clusters Score -8872619 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -8873129.000000 Penalty: 5327.598145
	Iteration 2Q: 3 clusters Score -8873129 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -8873564.000000 Penalty: 5327.598145
	Iteration 3Q: 3 clusters Score -8873564 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23941 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8874024.000000 Penalty: 5327.598145
	Iteration 4Q: 3 clusters Score -8874024 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24136 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -8874467.000000 Penalty: 5327.598145
	Iteration 5Q: 3 clusters Score -8874467 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -8874963.000000 Penalty: 5327.598145
	Iteration 6Q: 3 clusters Score -8874963 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24687 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
Score: -8875634.000000 Penalty: 5327.598145
	Iteration 7Q: 3 clusters Score -8875634 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24926 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -8876410.000000 Penalty: 5327.598145
	Iteration 8Q: 3 clusters Score -8876410 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25113 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -8877438.000000 Penalty: 5327.598145
	Iteration 9Q: 3 clusters Score -8877438 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -8878989.000000 Penalty: 5327.598145
	Iteration 10F: 3 clusters Score -8878989 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25067 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -8880759.000000 Penalty: 5327.598145
	Iteration 11F: 3 clusters Score -8880759 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24914 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -8882229.000000 Penalty: 5327.598145
	Iteration 12F: 3 clusters Score -8882229 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24643 members 
Mstep: Class 2 contains 21575 members 
Entering Unmasked Estep 
Score: -8883059.000000 Penalty: 5327.598145
	Iteration 13Q: 3 clusters Score -8883059 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24333 members 
Mstep: Class 2 contains 21885 members 
Entering Unmasked Estep 
Score: -8883511.000000 Penalty: 5327.598145
	Iteration 14Q: 3 clusters Score -8883511 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -8883885.000000 Penalty: 5327.598145
	Iteration 15Q: 3 clusters Score -8883885 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23633 members 
Mstep: Class 2 contains 22585 members 
Entering Unmasked Estep 
Score: -8884297.000000 Penalty: 5327.598145
	Iteration 16Q: 3 clusters Score -8884297 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23241 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -8884712.000000 Penalty: 5327.598145
	Iteration 17Q: 3 clusters Score -8884712 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22867 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -8885186.000000 Penalty: 5327.598145
	Iteration 18Q: 3 clusters Score -8885186 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22502 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -8885648.000000 Penalty: 5327.598145
	Iteration 19Q: 3 clusters Score -8885648 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22128 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -8886160.000000 Penalty: 5327.598145
	Iteration 20F: 3 clusters Score -8886160 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21712 members 
Mstep: Class 2 contains 24506 members 
Entering Unmasked Estep 
Score: -8886570.000000 Penalty: 5327.598145
	Iteration 21Q: 3 clusters Score -8886570 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 24847 members 
Entering Unmasked Estep 
Score: -8886948.000000 Penalty: 5327.598145
	Iteration 22Q: 3 clusters Score -8886948 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -8887178.000000 Penalty: 5327.598145
	Iteration 23Q: 3 clusters Score -8887178 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -8887292.000000 Penalty: 5327.598145
	Iteration 24Q: 3 clusters Score -8887292 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -8887402.000000 Penalty: 5327.598145
	Iteration 25Q: 3 clusters Score -8887402 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -8887479.000000 Penalty: 5327.598145
	Iteration 26Q: 3 clusters Score -8887479 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20015 members 
Mstep: Class 2 contains 26203 members 
Entering Unmasked Estep 
Score: -8887550.000000 Penalty: 5327.598145
	Iteration 27Q: 3 clusters Score -8887550 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19820 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -8887605.000000 Penalty: 5327.598145
	Iteration 28Q: 3 clusters Score -8887605 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 26615 members 
Entering Unmasked Estep 
Score: -8887628.000000 Penalty: 5327.598145
	Iteration 29Q: 3 clusters Score -8887628 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19403 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -8887660.000000 Penalty: 5327.598145
	Iteration 30Q: 3 clusters Score -8887660 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 27022 members 
Entering Unmasked Estep 
Score: -8887653.000000 Penalty: 5327.598145
	Iteration 31Q: 3 clusters Score -8887653 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19036 members 
Mstep: Class 2 contains 27182 members 
Entering Unmasked Estep 
Score: -8887677.000000 Penalty: 5327.598145
	Iteration 32Q: 3 clusters Score -8887677 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -8887682.000000 Penalty: 5327.598145
	Iteration 33Q: 3 clusters Score -8887682 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -8887699.000000 Penalty: 5327.598145
	Iteration 34Q: 3 clusters Score -8887699 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18552 members 
Mstep: Class 2 contains 27666 members 
Entering Unmasked Estep 
Score: -8887728.000000 Penalty: 5327.598145
	Iteration 35Q: 3 clusters Score -8887728 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18376 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -8887694.000000 Penalty: 5327.598145
	Iteration 36Q: 3 clusters Score -8887694 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18252 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -8887708.000000 Penalty: 5327.598145
	Iteration 37Q: 3 clusters Score -8887708 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -8887690.000000 Penalty: 5327.598145
	Iteration 38Q: 3 clusters Score -8887690 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -8887700.000000 Penalty: 5327.598145
	Iteration 39Q: 3 clusters Score -8887700 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17841 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -8887721.000000 Penalty: 5327.598145
	Iteration 40F: 3 clusters Score -8887721 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 28520 members 
Entering Unmasked Estep 
Score: -8887723.000000 Penalty: 5327.598145
	Iteration 41Q: 3 clusters Score -8887723 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 28701 members 
Entering Unmasked Estep 
Score: -8887726.000000 Penalty: 5327.598145
	Iteration 42Q: 3 clusters Score -8887726 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -8887730.000000 Penalty: 5327.598145
	Iteration 43Q: 3 clusters Score -8887730 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 29010 members 
Entering Unmasked Estep 
Score: -8887739.000000 Penalty: 5327.598145
	Iteration 44Q: 3 clusters Score -8887739 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -8887758.000000 Penalty: 5327.598145
	Iteration 45Q: 3 clusters Score -8887758 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -8887732.000000 Penalty: 5327.598145
	Iteration 46Q: 3 clusters Score -8887732 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16859 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -8887756.000000 Penalty: 5327.598145
	Iteration 47Q: 3 clusters Score -8887756 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16768 members 
Mstep: Class 2 contains 29450 members 
Entering Unmasked Estep 
Score: -8887745.000000 Penalty: 5327.598145
	Iteration 48Q: 3 clusters Score -8887745 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16683 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -8887735.000000 Penalty: 5327.598145
	Iteration 49Q: 3 clusters Score -8887735 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 29606 members 
Entering Unmasked Estep 
Score: -8887743.000000 Penalty: 5327.598145
	Iteration 50Q: 3 clusters Score -8887743 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -8887762.000000 Penalty: 5327.598145
	Iteration 51Q: 3 clusters Score -8887762 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -8887753.000000 Penalty: 5327.598145
	Iteration 52Q: 3 clusters Score -8887753 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16286 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -8887741.000000 Penalty: 5327.598145
	Iteration 53Q: 3 clusters Score -8887741 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16180 members 
Mstep: Class 2 contains 30038 members 
Entering Unmasked Estep 
Score: -8887737.000000 Penalty: 5327.598145
	Iteration 54Q: 3 clusters Score -8887737 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16075 members 
Mstep: Class 2 contains 30143 members 
Entering Unmasked Estep 
Score: -8887741.000000 Penalty: 5327.598145
	Iteration 55Q: 3 clusters Score -8887741 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 30218 members 
Entering Unmasked Estep 
Score: -8887731.000000 Penalty: 5327.598145
	Iteration 56Q: 3 clusters Score -8887731 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15921 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -8887739.000000 Penalty: 5327.598145
	Iteration 57Q: 3 clusters Score -8887739 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 30386 members 
Entering Unmasked Estep 
Score: -8887739.000000 Penalty: 5327.598145
	Iteration 58Q: 3 clusters Score -8887739 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 30470 members 
Entering Unmasked Estep 
Score: -8887724.000000 Penalty: 5327.598145
	Iteration 59Q: 3 clusters Score -8887724 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 30545 members 
Entering Unmasked Estep 
Score: -8887722.000000 Penalty: 5327.598145
	Iteration 60F: 3 clusters Score -8887722 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 30605 members 
Entering Unmasked Estep 
Score: -8887724.000000 Penalty: 5327.598145
	Iteration 61Q: 3 clusters Score -8887724 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15563 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -8887739.000000 Penalty: 5327.598145
	Iteration 62Q: 3 clusters Score -8887739 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -8887731.000000 Penalty: 5327.598145
	Iteration 63Q: 3 clusters Score -8887731 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15480 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -8887725.000000 Penalty: 5327.598145
	Iteration 64Q: 3 clusters Score -8887725 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -8887756.000000 Penalty: 5327.598145
	Iteration 65Q: 3 clusters Score -8887756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15411 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -8887756.000000 Penalty: 5327.598145
	Iteration 66Q: 3 clusters Score -8887756 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 30840 members 
Entering Unmasked Estep 
Score: -8887769.000000 Penalty: 5327.598145
	Iteration 67Q: 3 clusters Score -8887769 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 30856 members 
Entering Unmasked Estep 
Score: -8887767.000000 Penalty: 5327.598145
	Iteration 68Q: 3 clusters Score -8887767 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15350 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -8887761.000000 Penalty: 5327.598145
	Iteration 69Q: 3 clusters Score -8887761 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 30898 members 
Entering Unmasked Estep 
Score: -8887749.000000 Penalty: 5327.598145
	Iteration 70Q: 3 clusters Score -8887749 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 30923 members 
Entering Unmasked Estep 
Score: -8887761.000000 Penalty: 5327.598145
	Iteration 71Q: 3 clusters Score -8887761 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15282 members 
Mstep: Class 2 contains 30936 members 
Entering Unmasked Estep 
Score: -8887762.000000 Penalty: 5327.598145
	Iteration 72Q: 3 clusters Score -8887762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15279 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -8887766.000000 Penalty: 5327.598145
	Iteration 73Q: 3 clusters Score -8887766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 30943 members 
Entering Unmasked Estep 
Score: -8887764.000000 Penalty: 5327.598145
	Iteration 74Q: 3 clusters Score -8887764 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 30946 members 
Entering Unmasked Estep 
Score: -8887766.000000 Penalty: 5327.598145
	Iteration 75Q: 3 clusters Score -8887766 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 30948 members 
Entering Unmasked Estep 
Score: -8887765.000000 Penalty: 5327.598145
	Iteration 76Q: 3 clusters Score -8887765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -8887764.000000 Penalty: 5327.598145
	Iteration 77Q: 3 clusters Score -8887764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15271 members 
Mstep: Class 2 contains 30947 members 
Entering Unmasked Estep 
Score: -8887764.000000 Penalty: 5327.598145
	Iteration 78F: 3 clusters Score -8887764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 3 contains 47490 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 34167 members 
Mstep: Class 6 contains 34417 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47345 members 
Mstep: Class 9 contains 8146 members 
Mstep: Class 10 contains 26021 members 
Mstep: Class 11 contains 51923 members 
Mstep: Class 12 contains 70066 members 
Mstep: Class 13 contains 51495 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 29291 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 15271 members 
Mstep: Class 18 contains 45860 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23535 members 
Mstep: Class 22 contains 29880 members 
Mstep: Class 23 contains 18047 members 
Mstep: Class 24 contains 31955 members 
Mstep: Class 25 contains 4837 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47948 members 
Mstep: Class 28 contains 22372 members 
Mstep: Class 29 contains 27151 members 
Mstep: Class 30 contains 58663 members 
Mstep: Class 31 contains 53819 members 
Mstep: Class 32 contains 66783 members 
Mstep: Class 33 contains 20106 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40859 members 
Mstep: Class 36 contains 45762 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25207 members 
Mstep: Class 40 contains 32877 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19871 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 30947 members 
Entering Unmasked Estep 
Score: -207956784.000000 Penalty: 169222.343750
Splitting cluster 17 changes total score from -207958032.000000 to -207956784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 18 (45860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45860 members 
Entering Unmasked Estep 
Score: -8652261.000000 Penalty: 2661.870605
	Iteration 0F: 2 clusters Score -8652261 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22816 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -8624764.000000 Penalty: 5323.741211
	Iteration 0F: 3 clusters Score -8624764 nChanged 21045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21933 members 
Mstep: Class 2 contains 23927 members 
Entering Unmasked Estep 
Score: -8636203.000000 Penalty: 5323.741211
	Iteration 1F: 3 clusters Score -8636203 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21371 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -8636871.000000 Penalty: 5323.741211
	Iteration 2Q: 3 clusters Score -8636871 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -8637675.000000 Penalty: 5323.741211
	Iteration 3Q: 3 clusters Score -8637675 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 26311 members 
Entering Unmasked Estep 
Score: -8638677.000000 Penalty: 5323.741211
	Iteration 4Q: 3 clusters Score -8638677 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 27696 members 
Entering Unmasked Estep 
Score: -8640051.000000 Penalty: 5323.741211
	Iteration 5F: 3 clusters Score -8640051 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -8641974.000000 Penalty: 5323.741211
	Iteration 6F: 3 clusters Score -8641974 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14182 members 
Mstep: Class 2 contains 31678 members 
Entering Unmasked Estep 
Score: -8644266.000000 Penalty: 5323.741211
	Iteration 7F: 3 clusters Score -8644266 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11885 members 
Mstep: Class 2 contains 33975 members 
Entering Unmasked Estep 
Score: -8646484.000000 Penalty: 5323.741211
	Iteration 8F: 3 clusters Score -8646484 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Mstep: Class 2 contains 36021 members 
Entering Unmasked Estep 
Score: -8648175.000000 Penalty: 5323.741211
	Iteration 9F: 3 clusters Score -8648175 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 37742 members 
Entering Unmasked Estep 
Score: -8649116.000000 Penalty: 5323.741211
	Iteration 10Q: 3 clusters Score -8649116 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6646 members 
Mstep: Class 2 contains 39214 members 
Entering Unmasked Estep 
Score: -8649487.000000 Penalty: 5323.741211
	Iteration 11Q: 3 clusters Score -8649487 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 40460 members 
Entering Unmasked Estep 
Score: -8649815.000000 Penalty: 5323.741211
	Iteration 12Q: 3 clusters Score -8649815 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 41484 members 
Entering Unmasked Estep 
Score: -8650010.000000 Penalty: 5323.741211
	Iteration 13Q: 3 clusters Score -8650010 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 42330 members 
Entering Unmasked Estep 
Score: -8650188.000000 Penalty: 5323.741211
	Iteration 14Q: 3 clusters Score -8650188 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 42998 members 
Entering Unmasked Estep 
Score: -8650268.000000 Penalty: 5323.741211
	Iteration 15Q: 3 clusters Score -8650268 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8650264.000000 Penalty: 5323.741211
	Iteration 16Q: 3 clusters Score -8650264 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -8650285.000000 Penalty: 5323.741211
	Iteration 17Q: 3 clusters Score -8650285 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -8650302.000000 Penalty: 5323.741211
	Iteration 18Q: 3 clusters Score -8650302 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1457 members 
Mstep: Class 2 contains 44403 members 
Entering Unmasked Estep 
Score: -8650281.000000 Penalty: 5323.741211
	Iteration 19Q: 3 clusters Score -8650281 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 44567 members 
Entering Unmasked Estep 
Score: -8650270.000000 Penalty: 5323.741211
	Iteration 20F: 3 clusters Score -8650270 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 44691 members 
Entering Unmasked Estep 
Score: -8650257.000000 Penalty: 5323.741211
	Iteration 21Q: 3 clusters Score -8650257 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -8650262.000000 Penalty: 5323.741211
	Iteration 22Q: 3 clusters Score -8650262 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 44837 members 
Entering Unmasked Estep 
Score: -8650239.000000 Penalty: 5323.741211
	Iteration 23Q: 3 clusters Score -8650239 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8650273.000000 Penalty: 5323.741211
	Iteration 24Q: 3 clusters Score -8650273 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 44944 members 
Entering Unmasked Estep 
Score: -8650261.000000 Penalty: 5323.741211
	Iteration 25Q: 3 clusters Score -8650261 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8650273.000000 Penalty: 5323.741211
	Iteration 26Q: 3 clusters Score -8650273 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 45020 members 
Entering Unmasked Estep 
Score: -8650250.000000 Penalty: 5323.741211
	Iteration 27Q: 3 clusters Score -8650250 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -8650258.000000 Penalty: 5323.741211
	Iteration 28Q: 3 clusters Score -8650258 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -8650266.000000 Penalty: 5323.741211
	Iteration 29Q: 3 clusters Score -8650266 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -8650275.000000 Penalty: 5323.741211
	Iteration 30Q: 3 clusters Score -8650275 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8650290.000000 Penalty: 5323.741211
	Iteration 31Q: 3 clusters Score -8650290 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -8650280.000000 Penalty: 5323.741211
	Iteration 32Q: 3 clusters Score -8650280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45147 members 
Entering Unmasked Estep 
Score: -8650297.000000 Penalty: 5323.741211
	Iteration 33Q: 3 clusters Score -8650297 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 45161 members 
Entering Unmasked Estep 
Score: -8650308.000000 Penalty: 5323.741211
	Iteration 34Q: 3 clusters Score -8650308 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -8650309.000000 Penalty: 5323.741211
	Iteration 35Q: 3 clusters Score -8650309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 45178 members 
Entering Unmasked Estep 
Score: -8650317.000000 Penalty: 5323.741211
	Iteration 36Q: 3 clusters Score -8650317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 45183 members 
Entering Unmasked Estep 
Score: -8650317.000000 Penalty: 5323.741211
	Iteration 37Q: 3 clusters Score -8650317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 45187 members 
Entering Unmasked Estep 
Score: -8650316.000000 Penalty: 5323.741211
	Iteration 38Q: 3 clusters Score -8650316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -8650326.000000 Penalty: 5323.741211
	Iteration 39Q: 3 clusters Score -8650326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 45194 members 
Entering Unmasked Estep 
Score: -8650319.000000 Penalty: 5323.741211
	Iteration 40F: 3 clusters Score -8650319 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8650320.000000 Penalty: 5323.741211
	Iteration 41Q: 3 clusters Score -8650320 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8650320.000000 Penalty: 5323.741211
	Iteration 42F: 3 clusters Score -8650320 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -89807.914062 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -89807.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -88368.156250 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -88368.16 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -88662.859375 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -88662.86 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -88987.593750 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -88987.59 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -89275.640625 Penalty: 3082.445557
	Iteration 3F: 3 clusters Score -89275.64 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -89419.125000 Penalty: 3082.445557
	Iteration 4F: 3 clusters Score -89419.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -89441.242188 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -89441.24 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89451.046875 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -89451.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -89493.281250 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -89493.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89500.695312 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -89500.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -89517.359375 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -89517.36 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -89534.007812 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -89534.01 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -89545.140625 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -89545.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -89591.953125 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -89591.95 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89621.445312 Penalty: 3082.445557
	Iteration 13Q: 3 clusters Score -89621.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -89640.664062 Penalty: 3082.445557
	Iteration 14Q: 3 clusters Score -89640.66 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -89655.109375 Penalty: 3082.445557
	Iteration 15Q: 3 clusters Score -89655.11 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -89670.906250 Penalty: 3082.445557
	Iteration 16Q: 3 clusters Score -89670.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89698.554688 Penalty: 3082.445557
	Iteration 17Q: 3 clusters Score -89698.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89710.132812 Penalty: 3082.445557
	Iteration 18Q: 3 clusters Score -89710.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89713.039062 Penalty: 3082.445557
	Iteration 19Q: 3 clusters Score -89713.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -89713.039062 Penalty: 3082.445557
	Iteration 20F: 3 clusters Score -89713.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -151752.640625 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -151752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -149936.718750 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -149936.7 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -150214.859375 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -150214.9 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -150327.234375 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -150327.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -150370.312500 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -150370.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -150409.781250 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -150409.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -150437.890625 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -150437.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -150488.796875 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -150488.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -150554.484375 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -150554.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -150640.671875 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -150640.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -150699.531250 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -150699.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -150741.593750 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -150741.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -150776.625000 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -150776.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -150815.421875 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -150815.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -150873.406250 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -150873.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -150927.750000 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -150927.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -150940.343750 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -150940.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -150946.968750 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -150947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -150948.968750 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -150949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -150951.578125 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -150951.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -150951.578125 Penalty: 3344.468994
	Iteration 19F: 3 clusters Score -150951.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23535 members 
Entering Unmasked Estep 
Score: -4759070.500000 Penalty: 2496.428467
	Iteration 0F: 2 clusters Score -4759070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -4743416.500000 Penalty: 4992.856934
	Iteration 0F: 3 clusters Score -4743416 nChanged 10478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -4749106.500000 Penalty: 4992.856934
	Iteration 1F: 3 clusters Score -4749106 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -4749490.500000 Penalty: 4992.856934
	Iteration 2F: 3 clusters Score -4749490 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10727 members 
Mstep: Class 2 contains 12808 members 
Entering Unmasked Estep 
Score: -4749809.500000 Penalty: 4992.856934
	Iteration 3Q: 3 clusters Score -4749810 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 13315 members 
Entering Unmasked Estep 
Score: -4750133.500000 Penalty: 4992.856934
	Iteration 4Q: 3 clusters Score -4750134 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -4750554.500000 Penalty: 4992.856934
	Iteration 5Q: 3 clusters Score -4750554 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -4751054.000000 Penalty: 4992.856934
	Iteration 6Q: 3 clusters Score -4751054 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7804 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4751673.000000 Penalty: 4992.856934
	Iteration 7Q: 3 clusters Score -4751673 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6817 members 
Mstep: Class 2 contains 16718 members 
Entering Unmasked Estep 
Score: -4752355.000000 Penalty: 4992.856934
	Iteration 8F: 3 clusters Score -4752355 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -4753154.500000 Penalty: 4992.856934
	Iteration 9F: 3 clusters Score -4753154 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -4754064.500000 Penalty: 4992.856934
	Iteration 10Q: 3 clusters Score -4754064 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -4754935.000000 Penalty: 4992.856934
	Iteration 11Q: 3 clusters Score -4754935 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 19842 members 
Entering Unmasked Estep 
Score: -4755550.500000 Penalty: 4992.856934
	Iteration 12Q: 3 clusters Score -4755550 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -4755963.500000 Penalty: 4992.856934
	Iteration 13Q: 3 clusters Score -4755964 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4756149.500000 Penalty: 4992.856934
	Iteration 14Q: 3 clusters Score -4756150 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 20291 members 
Entering Unmasked Estep 
Score: -4756251.500000 Penalty: 4992.856934
	Iteration 15Q: 3 clusters Score -4756252 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3157 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -4756319.000000 Penalty: 4992.856934
	Iteration 16Q: 3 clusters Score -4756319 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -4756336.500000 Penalty: 4992.856934
	Iteration 17Q: 3 clusters Score -4756336 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 20487 members 
Entering Unmasked Estep 
Score: -4756362.000000 Penalty: 4992.856934
	Iteration 18Q: 3 clusters Score -4756362 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -4756370.000000 Penalty: 4992.856934
	Iteration 19Q: 3 clusters Score -4756370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -4756379.500000 Penalty: 4992.856934
	Iteration 20F: 3 clusters Score -4756380 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -4756389.500000 Penalty: 4992.856934
	Iteration 21Q: 3 clusters Score -4756390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -4756391.000000 Penalty: 4992.856934
	Iteration 22Q: 3 clusters Score -4756391 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4756395.500000 Penalty: 4992.856934
	Iteration 23Q: 3 clusters Score -4756396 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 20630 members 
Entering Unmasked Estep 
Score: -4756390.000000 Penalty: 4992.856934
	Iteration 24Q: 3 clusters Score -4756390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 20646 members 
Entering Unmasked Estep 
Score: -4756400.000000 Penalty: 4992.856934
	Iteration 25Q: 3 clusters Score -4756400 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 20663 members 
Entering Unmasked Estep 
Score: -4756411.500000 Penalty: 4992.856934
	Iteration 26Q: 3 clusters Score -4756412 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -4756405.000000 Penalty: 4992.856934
	Iteration 27Q: 3 clusters Score -4756405 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 20689 members 
Entering Unmasked Estep 
Score: -4756419.000000 Penalty: 4992.856934
	Iteration 28Q: 3 clusters Score -4756419 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 20698 members 
Entering Unmasked Estep 
Score: -4756422.000000 Penalty: 4992.856934
	Iteration 29Q: 3 clusters Score -4756422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -4756435.000000 Penalty: 4992.856934
	Iteration 30Q: 3 clusters Score -4756435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -4756428.000000 Penalty: 4992.856934
	Iteration 31Q: 3 clusters Score -4756428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4756429.000000 Penalty: 4992.856934
	Iteration 32Q: 3 clusters Score -4756429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 20722 members 
Entering Unmasked Estep 
Score: -4756420.000000 Penalty: 4992.856934
	Iteration 33Q: 3 clusters Score -4756420 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -4756427.500000 Penalty: 4992.856934
	Iteration 34Q: 3 clusters Score -4756428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -4756423.000000 Penalty: 4992.856934
	Iteration 35Q: 3 clusters Score -4756423 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -4756432.000000 Penalty: 4992.856934
	Iteration 36Q: 3 clusters Score -4756432 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 20781 members 
Entering Unmasked Estep 
Score: -4756440.500000 Penalty: 4992.856934
	Iteration 37Q: 3 clusters Score -4756440 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4756435.000000 Penalty: 4992.856934
	Iteration 38Q: 3 clusters Score -4756435 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4756446.000000 Penalty: 4992.856934
	Iteration 39Q: 3 clusters Score -4756446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 20809 members 
Entering Unmasked Estep 
Score: -4756450.000000 Penalty: 4992.856934
	Iteration 40F: 3 clusters Score -4756450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 20815 members 
Entering Unmasked Estep 
Score: -4756443.500000 Penalty: 4992.856934
	Iteration 41Q: 3 clusters Score -4756444 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 20821 members 
Entering Unmasked Estep 
Score: -4756450.000000 Penalty: 4992.856934
	Iteration 42Q: 3 clusters Score -4756450 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 20828 members 
Entering Unmasked Estep 
Score: -4756446.000000 Penalty: 4992.856934
	Iteration 43Q: 3 clusters Score -4756446 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -4756443.000000 Penalty: 4992.856934
	Iteration 44Q: 3 clusters Score -4756443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -4756434.500000 Penalty: 4992.856934
	Iteration 45Q: 3 clusters Score -4756434 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2678 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -4756444.500000 Penalty: 4992.856934
	Iteration 46Q: 3 clusters Score -4756444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -4756443.500000 Penalty: 4992.856934
	Iteration 47Q: 3 clusters Score -4756444 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2661 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -4756454.000000 Penalty: 4992.856934
	Iteration 48Q: 3 clusters Score -4756454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -4756446.500000 Penalty: 4992.856934
	Iteration 49Q: 3 clusters Score -4756446 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -4756454.500000 Penalty: 4992.856934
	Iteration 50Q: 3 clusters Score -4756454 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2638 members 
Mstep: Class 2 contains 20897 members 
Entering Unmasked Estep 
Score: -4756458.500000 Penalty: 4992.856934
	Iteration 51Q: 3 clusters Score -4756458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -4756457.500000 Penalty: 4992.856934
	Iteration 52Q: 3 clusters Score -4756458 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2613 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -4756465.000000 Penalty: 4992.856934
	Iteration 53Q: 3 clusters Score -4756465 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -4756470.500000 Penalty: 4992.856934
	Iteration 54Q: 3 clusters Score -4756470 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -4756471.500000 Penalty: 4992.856934
	Iteration 55Q: 3 clusters Score -4756472 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -4756473.500000 Penalty: 4992.856934
	Iteration 56Q: 3 clusters Score -4756474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 21000 members 
Entering Unmasked Estep 
Score: -4756468.000000 Penalty: 4992.856934
	Iteration 57Q: 3 clusters Score -4756468 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2515 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -4756478.000000 Penalty: 4992.856934
	Iteration 58Q: 3 clusters Score -4756478 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -4756490.000000 Penalty: 4992.856934
	Iteration 59Q: 3 clusters Score -4756490 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -4756487.000000 Penalty: 4992.856934
	Iteration 60F: 3 clusters Score -4756487 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -4756490.500000 Penalty: 4992.856934
	Iteration 61Q: 3 clusters Score -4756490 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -4756500.500000 Penalty: 4992.856934
	Iteration 62Q: 3 clusters Score -4756500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2437 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -4756501.500000 Penalty: 4992.856934
	Iteration 63Q: 3 clusters Score -4756502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 21113 members 
Entering Unmasked Estep 
Score: -4756510.500000 Penalty: 4992.856934
	Iteration 64Q: 3 clusters Score -4756510 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 21127 members 
Entering Unmasked Estep 
Score: -4756520.000000 Penalty: 4992.856934
	Iteration 65Q: 3 clusters Score -4756520 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 21136 members 
Entering Unmasked Estep 
Score: -4756528.500000 Penalty: 4992.856934
	Iteration 66Q: 3 clusters Score -4756528 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -4756535.000000 Penalty: 4992.856934
	Iteration 67Q: 3 clusters Score -4756535 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 21168 members 
Entering Unmasked Estep 
Score: -4756541.500000 Penalty: 4992.856934
	Iteration 68Q: 3 clusters Score -4756542 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 21180 members 
Entering Unmasked Estep 
Score: -4756541.000000 Penalty: 4992.856934
	Iteration 69Q: 3 clusters Score -4756541 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -4756542.500000 Penalty: 4992.856934
	Iteration 70Q: 3 clusters Score -4756542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4756551.000000 Penalty: 4992.856934
	Iteration 71Q: 3 clusters Score -4756551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 21221 members 
Entering Unmasked Estep 
Score: -4756554.000000 Penalty: 4992.856934
	Iteration 72Q: 3 clusters Score -4756554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4756559.000000 Penalty: 4992.856934
	Iteration 73Q: 3 clusters Score -4756559 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4756547.500000 Penalty: 4992.856934
	Iteration 74Q: 3 clusters Score -4756548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2296 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -4756555.000000 Penalty: 4992.856934
	Iteration 75Q: 3 clusters Score -4756555 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4756564.000000 Penalty: 4992.856934
	Iteration 76Q: 3 clusters Score -4756564 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
Score: -4756565.000000 Penalty: 4992.856934
	Iteration 77Q: 3 clusters Score -4756565 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -4756565.000000 Penalty: 4992.856934
	Iteration 78Q: 3 clusters Score -4756565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2263 members 
Mstep: Class 2 contains 21272 members 
Entering Unmasked Estep 
Score: -4756560.500000 Penalty: 4992.856934
	Iteration 79Q: 3 clusters Score -4756560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -4756560.500000 Penalty: 4992.856934
	Iteration 80F: 3 clusters Score -4756560 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2234 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4756572.500000 Penalty: 4992.856934
	Iteration 81Q: 3 clusters Score -4756572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -4756572.500000 Penalty: 4992.856934
	Iteration 82Q: 3 clusters Score -4756572 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 21318 members 
Entering Unmasked Estep 
Score: -4756573.500000 Penalty: 4992.856934
	Iteration 83Q: 3 clusters Score -4756574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -4756575.500000 Penalty: 4992.856934
	Iteration 84Q: 3 clusters Score -4756576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 21321 members 
Entering Unmasked Estep 
Score: -4756572.000000 Penalty: 4992.856934
	Iteration 85Q: 3 clusters Score -4756572 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 21322 members 
Entering Unmasked Estep 
Score: -4756572.500000 Penalty: 4992.856934
	Iteration 86Q: 3 clusters Score -4756572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -4756571.500000 Penalty: 4992.856934
	Iteration 87Q: 3 clusters Score -4756572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 21326 members 
Entering Unmasked Estep 
Score: -4756570.500000 Penalty: 4992.856934
	Iteration 88Q: 3 clusters Score -4756570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 21328 members 
Entering Unmasked Estep 
Score: -4756569.000000 Penalty: 4992.856934
	Iteration 89Q: 3 clusters Score -4756569 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4756571.500000 Penalty: 4992.856934
	Iteration 90Q: 3 clusters Score -4756572 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 21329 members 
Entering Unmasked Estep 
Score: -4756571.500000 Penalty: 4992.856934
	Iteration 91F: 3 clusters Score -4756572 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Entering Unmasked Estep 
Score: -5694003.500000 Penalty: 2555.626465
	Iteration 0F: 2 clusters Score -5694004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -5673753.500000 Penalty: 5111.252930
	Iteration 0F: 3 clusters Score -5673754 nChanged 13541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15085 members 
Mstep: Class 2 contains 14795 members 
Entering Unmasked Estep 
Score: -5681158.000000 Penalty: 5111.252930
	Iteration 1F: 3 clusters Score -5681158 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 14760 members 
Entering Unmasked Estep 
Score: -5681780.000000 Penalty: 5111.252930
	Iteration 2F: 3 clusters Score -5681780 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -5682606.000000 Penalty: 5111.252930
	Iteration 3F: 3 clusters Score -5682606 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14917 members 
Mstep: Class 2 contains 14963 members 
Entering Unmasked Estep 
Score: -5683642.000000 Penalty: 5111.252930
	Iteration 4F: 3 clusters Score -5683642 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14548 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -5684816.000000 Penalty: 5111.252930
	Iteration 5F: 3 clusters Score -5684816 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 15877 members 
Entering Unmasked Estep 
Score: -5686211.500000 Penalty: 5111.252930
	Iteration 6F: 3 clusters Score -5686212 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -5687944.000000 Penalty: 5111.252930
	Iteration 7F: 3 clusters Score -5687944 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -5689937.500000 Penalty: 5111.252930
	Iteration 8F: 3 clusters Score -5689938 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -5691420.500000 Penalty: 5111.252930
	Iteration 9F: 3 clusters Score -5691420 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -5692037.000000 Penalty: 5111.252930
	Iteration 10Q: 3 clusters Score -5692037 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10944 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -5692216.000000 Penalty: 5111.252930
	Iteration 11Q: 3 clusters Score -5692216 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10857 members 
Mstep: Class 2 contains 19023 members 
Entering Unmasked Estep 
Score: -5692286.500000 Penalty: 5111.252930
	Iteration 12Q: 3 clusters Score -5692286 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 19089 members 
Entering Unmasked Estep 
Score: -5692334.000000 Penalty: 5111.252930
	Iteration 13Q: 3 clusters Score -5692334 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 19140 members 
Entering Unmasked Estep 
Score: -5692371.000000 Penalty: 5111.252930
	Iteration 14Q: 3 clusters Score -5692371 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10707 members 
Mstep: Class 2 contains 19173 members 
Entering Unmasked Estep 
Score: -5692370.000000 Penalty: 5111.252930
	Iteration 15Q: 3 clusters Score -5692370 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10682 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5692365.000000 Penalty: 5111.252930
	Iteration 16Q: 3 clusters Score -5692365 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -5692386.500000 Penalty: 5111.252930
	Iteration 17Q: 3 clusters Score -5692386 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10630 members 
Mstep: Class 2 contains 19250 members 
Entering Unmasked Estep 
Score: -5692377.000000 Penalty: 5111.252930
	Iteration 18Q: 3 clusters Score -5692377 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 19281 members 
Entering Unmasked Estep 
Score: -5692381.000000 Penalty: 5111.252930
	Iteration 19Q: 3 clusters Score -5692381 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10578 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -5692379.500000 Penalty: 5111.252930
	Iteration 20F: 3 clusters Score -5692380 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10553 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -5692388.000000 Penalty: 5111.252930
	Iteration 21Q: 3 clusters Score -5692388 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10523 members 
Mstep: Class 2 contains 19357 members 
Entering Unmasked Estep 
Score: -5692380.500000 Penalty: 5111.252930
	Iteration 22Q: 3 clusters Score -5692380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -5692380.000000 Penalty: 5111.252930
	Iteration 23Q: 3 clusters Score -5692380 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10461 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -5692387.500000 Penalty: 5111.252930
	Iteration 24Q: 3 clusters Score -5692388 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 19444 members 
Entering Unmasked Estep 
Score: -5692388.000000 Penalty: 5111.252930
	Iteration 25Q: 3 clusters Score -5692388 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10417 members 
Mstep: Class 2 contains 19463 members 
Entering Unmasked Estep 
Score: -5692398.000000 Penalty: 5111.252930
	Iteration 26Q: 3 clusters Score -5692398 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -5692400.500000 Penalty: 5111.252930
	Iteration 27Q: 3 clusters Score -5692400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -5692405.000000 Penalty: 5111.252930
	Iteration 28Q: 3 clusters Score -5692405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -5692405.000000 Penalty: 5111.252930
	Iteration 29Q: 3 clusters Score -5692405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10356 members 
Mstep: Class 2 contains 19524 members 
Entering Unmasked Estep 
Score: -5692399.000000 Penalty: 5111.252930
	Iteration 30Q: 3 clusters Score -5692399 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 19545 members 
Entering Unmasked Estep 
Score: -5692411.000000 Penalty: 5111.252930
	Iteration 31Q: 3 clusters Score -5692411 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -5692410.500000 Penalty: 5111.252930
	Iteration 32Q: 3 clusters Score -5692410 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10276 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -5692421.500000 Penalty: 5111.252930
	Iteration 33Q: 3 clusters Score -5692422 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10242 members 
Mstep: Class 2 contains 19638 members 
Entering Unmasked Estep 
Score: -5692417.500000 Penalty: 5111.252930
	Iteration 34Q: 3 clusters Score -5692418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10211 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -5692430.000000 Penalty: 5111.252930
	Iteration 35Q: 3 clusters Score -5692430 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10190 members 
Mstep: Class 2 contains 19690 members 
Entering Unmasked Estep 
Score: -5692426.000000 Penalty: 5111.252930
	Iteration 36Q: 3 clusters Score -5692426 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10170 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -5692415.000000 Penalty: 5111.252930
	Iteration 37Q: 3 clusters Score -5692415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10149 members 
Mstep: Class 2 contains 19731 members 
Entering Unmasked Estep 
Score: -5692420.000000 Penalty: 5111.252930
	Iteration 38Q: 3 clusters Score -5692420 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10125 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -5692431.000000 Penalty: 5111.252930
	Iteration 39Q: 3 clusters Score -5692431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10104 members 
Mstep: Class 2 contains 19776 members 
Entering Unmasked Estep 
Score: -5692426.500000 Penalty: 5111.252930
	Iteration 40F: 3 clusters Score -5692426 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -5692437.000000 Penalty: 5111.252930
	Iteration 41Q: 3 clusters Score -5692437 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10063 members 
Mstep: Class 2 contains 19817 members 
Entering Unmasked Estep 
Score: -5692440.000000 Penalty: 5111.252930
	Iteration 42Q: 3 clusters Score -5692440 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10049 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -5692433.500000 Penalty: 5111.252930
	Iteration 43Q: 3 clusters Score -5692434 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10033 members 
Mstep: Class 2 contains 19847 members 
Entering Unmasked Estep 
Score: -5692437.000000 Penalty: 5111.252930
	Iteration 44Q: 3 clusters Score -5692437 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10015 members 
Mstep: Class 2 contains 19865 members 
Entering Unmasked Estep 
Score: -5692443.500000 Penalty: 5111.252930
	Iteration 45Q: 3 clusters Score -5692444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9991 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -5692448.000000 Penalty: 5111.252930
	Iteration 46Q: 3 clusters Score -5692448 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 19924 members 
Entering Unmasked Estep 
Score: -5692449.500000 Penalty: 5111.252930
	Iteration 47Q: 3 clusters Score -5692450 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9925 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -5692457.500000 Penalty: 5111.252930
	Iteration 48Q: 3 clusters Score -5692458 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9901 members 
Mstep: Class 2 contains 19979 members 
Entering Unmasked Estep 
Score: -5692462.000000 Penalty: 5111.252930
	Iteration 49Q: 3 clusters Score -5692462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9880 members 
Mstep: Class 2 contains 20000 members 
Entering Unmasked Estep 
Score: -5692469.000000 Penalty: 5111.252930
	Iteration 50Q: 3 clusters Score -5692469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9860 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -5692457.000000 Penalty: 5111.252930
	Iteration 51Q: 3 clusters Score -5692457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9841 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -5692458.000000 Penalty: 5111.252930
	Iteration 52Q: 3 clusters Score -5692458 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9825 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -5692463.500000 Penalty: 5111.252930
	Iteration 53Q: 3 clusters Score -5692464 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -5692456.500000 Penalty: 5111.252930
	Iteration 54Q: 3 clusters Score -5692456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -5692464.000000 Penalty: 5111.252930
	Iteration 55Q: 3 clusters Score -5692464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9792 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -5692464.000000 Penalty: 5111.252930
	Iteration 56Q: 3 clusters Score -5692464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 20097 members 
Entering Unmasked Estep 
Score: -5692471.000000 Penalty: 5111.252930
	Iteration 57Q: 3 clusters Score -5692471 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 20109 members 
Entering Unmasked Estep 
Score: -5692469.500000 Penalty: 5111.252930
	Iteration 58Q: 3 clusters Score -5692470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -5692469.500000 Penalty: 5111.252930
	Iteration 59Q: 3 clusters Score -5692470 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9735 members 
Mstep: Class 2 contains 20145 members 
Entering Unmasked Estep 
Score: -5692475.500000 Penalty: 5111.252930
	Iteration 60F: 3 clusters Score -5692476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 20171 members 
Entering Unmasked Estep 
Score: -5692474.000000 Penalty: 5111.252930
	Iteration 61Q: 3 clusters Score -5692474 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -5692475.000000 Penalty: 5111.252930
	Iteration 62Q: 3 clusters Score -5692475 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 20215 members 
Entering Unmasked Estep 
Score: -5692477.500000 Penalty: 5111.252930
	Iteration 63Q: 3 clusters Score -5692478 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -5692480.500000 Penalty: 5111.252930
	Iteration 64Q: 3 clusters Score -5692480 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9624 members 
Mstep: Class 2 contains 20256 members 
Entering Unmasked Estep 
Score: -5692481.500000 Penalty: 5111.252930
	Iteration 65Q: 3 clusters Score -5692482 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9599 members 
Mstep: Class 2 contains 20281 members 
Entering Unmasked Estep 
Score: -5692489.000000 Penalty: 5111.252930
	Iteration 66Q: 3 clusters Score -5692489 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9576 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -5692488.000000 Penalty: 5111.252930
	Iteration 67Q: 3 clusters Score -5692488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 20320 members 
Entering Unmasked Estep 
Score: -5692494.000000 Penalty: 5111.252930
	Iteration 68Q: 3 clusters Score -5692494 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9547 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -5692488.000000 Penalty: 5111.252930
	Iteration 69Q: 3 clusters Score -5692488 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9527 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -5692489.500000 Penalty: 5111.252930
	Iteration 70Q: 3 clusters Score -5692490 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -5692485.000000 Penalty: 5111.252930
	Iteration 71Q: 3 clusters Score -5692485 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9501 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -5692490.000000 Penalty: 5111.252930
	Iteration 72Q: 3 clusters Score -5692490 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -5692503.000000 Penalty: 5111.252930
	Iteration 73Q: 3 clusters Score -5692503 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5692497.500000 Penalty: 5111.252930
	Iteration 74Q: 3 clusters Score -5692498 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9457 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5692503.500000 Penalty: 5111.252930
	Iteration 75Q: 3 clusters Score -5692504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9442 members 
Mstep: Class 2 contains 20438 members 
Entering Unmasked Estep 
Score: -5692501.500000 Penalty: 5111.252930
	Iteration 76Q: 3 clusters Score -5692502 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -5692490.000000 Penalty: 5111.252930
	Iteration 77Q: 3 clusters Score -5692490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9413 members 
Mstep: Class 2 contains 20467 members 
Entering Unmasked Estep 
Score: -5692484.500000 Penalty: 5111.252930
	Iteration 78Q: 3 clusters Score -5692484 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 20476 members 
Entering Unmasked Estep 
Score: -5692490.500000 Penalty: 5111.252930
	Iteration 79Q: 3 clusters Score -5692490 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9398 members 
Mstep: Class 2 contains 20482 members 
Entering Unmasked Estep 
Score: -5692491.000000 Penalty: 5111.252930
	Iteration 80F: 3 clusters Score -5692491 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9391 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -5692489.000000 Penalty: 5111.252930
	Iteration 81Q: 3 clusters Score -5692489 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9378 members 
Mstep: Class 2 contains 20502 members 
Entering Unmasked Estep 
Score: -5692494.500000 Penalty: 5111.252930
	Iteration 82Q: 3 clusters Score -5692494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 20518 members 
Entering Unmasked Estep 
Score: -5692493.000000 Penalty: 5111.252930
	Iteration 83Q: 3 clusters Score -5692493 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -5692494.000000 Penalty: 5111.252930
	Iteration 84Q: 3 clusters Score -5692494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9328 members 
Mstep: Class 2 contains 20552 members 
Entering Unmasked Estep 
Score: -5692487.500000 Penalty: 5111.252930
	Iteration 85Q: 3 clusters Score -5692488 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9315 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -5692480.000000 Penalty: 5111.252930
	Iteration 86Q: 3 clusters Score -5692480 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 20576 members 
Entering Unmasked Estep 
Score: -5692481.000000 Penalty: 5111.252930
	Iteration 87Q: 3 clusters Score -5692481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -5692485.000000 Penalty: 5111.252930
	Iteration 88Q: 3 clusters Score -5692485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 20591 members 
Entering Unmasked Estep 
Score: -5692488.000000 Penalty: 5111.252930
	Iteration 89Q: 3 clusters Score -5692488 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9285 members 
Mstep: Class 2 contains 20595 members 
Entering Unmasked Estep 
Score: -5692496.500000 Penalty: 5111.252930
	Iteration 90Q: 3 clusters Score -5692496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 20601 members 
Entering Unmasked Estep 
Score: -5692502.000000 Penalty: 5111.252930
	Iteration 91Q: 3 clusters Score -5692502 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9276 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -5692499.500000 Penalty: 5111.252930
	Iteration 92Q: 3 clusters Score -5692500 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 20609 members 
Entering Unmasked Estep 
Score: -5692495.500000 Penalty: 5111.252930
	Iteration 93Q: 3 clusters Score -5692496 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 20615 members 
Entering Unmasked Estep 
Score: -5692491.500000 Penalty: 5111.252930
	Iteration 94Q: 3 clusters Score -5692492 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 20624 members 
Entering Unmasked Estep 
Score: -5692492.000000 Penalty: 5111.252930
	Iteration 95Q: 3 clusters Score -5692492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9254 members 
Mstep: Class 2 contains 20626 members 
Entering Unmasked Estep 
Score: -5692495.500000 Penalty: 5111.252930
	Iteration 96Q: 3 clusters Score -5692496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -5692495.000000 Penalty: 5111.252930
	Iteration 97Q: 3 clusters Score -5692495 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 20627 members 
Entering Unmasked Estep 
Score: -5692495.000000 Penalty: 5111.252930
	Iteration 98F: 3 clusters Score -5692495 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18047 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Entering Unmasked Estep 
Score: -3331032.500000 Penalty: 2430.582275
	Iteration 0F: 2 clusters Score -3331032 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9088 members 
Mstep: Class 2 contains 8959 members 
Entering Unmasked Estep 
Score: -3318239.000000 Penalty: 4861.164551
	Iteration 0F: 3 clusters Score -3318239 nChanged 7920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9528 members 
Mstep: Class 2 contains 8519 members 
Entering Unmasked Estep 
Score: -3322639.000000 Penalty: 4861.164551
	Iteration 1F: 3 clusters Score -3322639 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9869 members 
Mstep: Class 2 contains 8178 members 
Entering Unmasked Estep 
Score: -3323243.750000 Penalty: 4861.164551
	Iteration 2F: 3 clusters Score -3323244 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 7615 members 
Entering Unmasked Estep 
Score: -3323872.750000 Penalty: 4861.164551
	Iteration 3F: 3 clusters Score -3323873 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 6863 members 
Entering Unmasked Estep 
Score: -3324509.500000 Penalty: 4861.164551
	Iteration 4F: 3 clusters Score -3324510 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 5916 members 
Entering Unmasked Estep 
Score: -3325281.750000 Penalty: 4861.164551
	Iteration 5F: 3 clusters Score -3325282 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -3326168.500000 Penalty: 4861.164551
	Iteration 6F: 3 clusters Score -3326168 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14278 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -3327085.750000 Penalty: 4861.164551
	Iteration 7F: 3 clusters Score -3327086 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15232 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3327920.750000 Penalty: 4861.164551
	Iteration 8F: 3 clusters Score -3327921 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15937 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -3328495.000000 Penalty: 4861.164551
	Iteration 9Q: 3 clusters Score -3328495 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3328846.250000 Penalty: 4861.164551
	Iteration 10Q: 3 clusters Score -3328846 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -3329069.750000 Penalty: 4861.164551
	Iteration 11Q: 3 clusters Score -3329070 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -3329202.500000 Penalty: 4861.164551
	Iteration 12Q: 3 clusters Score -3329202 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -3329305.000000 Penalty: 4861.164551
	Iteration 13Q: 3 clusters Score -3329305 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17197 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3329376.000000 Penalty: 4861.164551
	Iteration 14Q: 3 clusters Score -3329376 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3329421.750000 Penalty: 4861.164551
	Iteration 15Q: 3 clusters Score -3329422 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17331 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3329468.000000 Penalty: 4861.164551
	Iteration 16Q: 3 clusters Score -3329468 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3329489.500000 Penalty: 4861.164551
	Iteration 17Q: 3 clusters Score -3329490 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -3329503.000000 Penalty: 4861.164551
	Iteration 18Q: 3 clusters Score -3329503 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17413 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -3329515.500000 Penalty: 4861.164551
	Iteration 19Q: 3 clusters Score -3329516 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17431 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3329534.000000 Penalty: 4861.164551
	Iteration 20F: 3 clusters Score -3329534 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3329544.250000 Penalty: 4861.164551
	Iteration 21Q: 3 clusters Score -3329544 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17455 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3329546.250000 Penalty: 4861.164551
	Iteration 22Q: 3 clusters Score -3329546 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17463 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -3329557.750000 Penalty: 4861.164551
	Iteration 23Q: 3 clusters Score -3329558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3329562.250000 Penalty: 4861.164551
	Iteration 24Q: 3 clusters Score -3329562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3329565.250000 Penalty: 4861.164551
	Iteration 25Q: 3 clusters Score -3329565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -3329561.500000 Penalty: 4861.164551
	Iteration 26Q: 3 clusters Score -3329562 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -3329566.500000 Penalty: 4861.164551
	Iteration 27Q: 3 clusters Score -3329566 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17480 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3329572.500000 Penalty: 4861.164551
	Iteration 28Q: 3 clusters Score -3329572 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17485 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3329576.250000 Penalty: 4861.164551
	Iteration 29Q: 3 clusters Score -3329576 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3329576.250000 Penalty: 4861.164551
	Iteration 30Q: 3 clusters Score -3329576 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3329576.750000 Penalty: 4861.164551
	Iteration 31Q: 3 clusters Score -3329577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -3329579.750000 Penalty: 4861.164551
	Iteration 32Q: 3 clusters Score -3329580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3329581.750000 Penalty: 4861.164551
	Iteration 33Q: 3 clusters Score -3329582 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17506 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -3329583.500000 Penalty: 4861.164551
	Iteration 34Q: 3 clusters Score -3329584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17507 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -3329582.250000 Penalty: 4861.164551
	Iteration 35Q: 3 clusters Score -3329582 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17508 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3329581.750000 Penalty: 4861.164551
	Iteration 36Q: 3 clusters Score -3329582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3329585.250000 Penalty: 4861.164551
	Iteration 37Q: 3 clusters Score -3329585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3329585.250000 Penalty: 4861.164551
	Iteration 38F: 3 clusters Score -3329585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31955 members 
Entering Unmasked Estep 
Score: -6075563.500000 Penalty: 2572.276855
	Iteration 0F: 2 clusters Score -6075564 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -6054364.000000 Penalty: 5144.553711
	Iteration 0F: 3 clusters Score -6054364 nChanged 14355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16310 members 
Mstep: Class 2 contains 15645 members 
Entering Unmasked Estep 
Score: -6062007.500000 Penalty: 5144.553711
	Iteration 1F: 3 clusters Score -6062008 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -6062329.000000 Penalty: 5144.553711
	Iteration 2Q: 3 clusters Score -6062329 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 15246 members 
Entering Unmasked Estep 
Score: -6062630.500000 Penalty: 5144.553711
	Iteration 3Q: 3 clusters Score -6062630 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16970 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -6062908.500000 Penalty: 5144.553711
	Iteration 4Q: 3 clusters Score -6062908 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17312 members 
Mstep: Class 2 contains 14643 members 
Entering Unmasked Estep 
Score: -6063175.500000 Penalty: 5144.553711
	Iteration 5Q: 3 clusters Score -6063176 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 14124 members 
Entering Unmasked Estep 
Score: -6063486.500000 Penalty: 5144.553711
	Iteration 6Q: 3 clusters Score -6063486 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -6063880.500000 Penalty: 5144.553711
	Iteration 7Q: 3 clusters Score -6063880 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19287 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -6064362.000000 Penalty: 5144.553711
	Iteration 8Q: 3 clusters Score -6064362 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20284 members 
Mstep: Class 2 contains 11671 members 
Entering Unmasked Estep 
Score: -6064984.000000 Penalty: 5144.553711
	Iteration 9Q: 3 clusters Score -6064984 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 10484 members 
Entering Unmasked Estep 
Score: -6065866.000000 Penalty: 5144.553711
	Iteration 10Q: 3 clusters Score -6065866 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22822 members 
Mstep: Class 2 contains 9133 members 
Entering Unmasked Estep 
Score: -6066834.500000 Penalty: 5144.553711
	Iteration 11Q: 3 clusters Score -6066834 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24336 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -6068000.500000 Penalty: 5144.553711
	Iteration 12Q: 3 clusters Score -6068000 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -6069151.500000 Penalty: 5144.553711
	Iteration 13Q: 3 clusters Score -6069152 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27186 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -6070167.000000 Penalty: 5144.553711
	Iteration 14Q: 3 clusters Score -6070167 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -6070993.500000 Penalty: 5144.553711
	Iteration 15Q: 3 clusters Score -6070994 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -6071687.000000 Penalty: 5144.553711
	Iteration 16Q: 3 clusters Score -6071687 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6072224.000000 Penalty: 5144.553711
	Iteration 17Q: 3 clusters Score -6072224 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -6072553.000000 Penalty: 5144.553711
	Iteration 18Q: 3 clusters Score -6072553 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30761 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6072792.000000 Penalty: 5144.553711
	Iteration 19Q: 3 clusters Score -6072792 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30975 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6072969.500000 Penalty: 5144.553711
	Iteration 20F: 3 clusters Score -6072970 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31121 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -6073085.500000 Penalty: 5144.553711
	Iteration 21Q: 3 clusters Score -6073086 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31211 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -6073154.000000 Penalty: 5144.553711
	Iteration 22Q: 3 clusters Score -6073154 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6073232.500000 Penalty: 5144.553711
	Iteration 23Q: 3 clusters Score -6073232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -6073279.000000 Penalty: 5144.553711
	Iteration 24Q: 3 clusters Score -6073279 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -6073307.000000 Penalty: 5144.553711
	Iteration 25Q: 3 clusters Score -6073307 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31359 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -6073337.500000 Penalty: 5144.553711
	Iteration 26Q: 3 clusters Score -6073338 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -6073361.500000 Penalty: 5144.553711
	Iteration 27Q: 3 clusters Score -6073362 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -6073367.500000 Penalty: 5144.553711
	Iteration 28Q: 3 clusters Score -6073368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31403 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -6073366.500000 Penalty: 5144.553711
	Iteration 29Q: 3 clusters Score -6073366 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31410 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -6073375.500000 Penalty: 5144.553711
	Iteration 30Q: 3 clusters Score -6073376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6073376.500000 Penalty: 5144.553711
	Iteration 31Q: 3 clusters Score -6073376 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31412 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -6073376.500000 Penalty: 5144.553711
	Iteration 32F: 3 clusters Score -6073376 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (4837 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Entering Unmasked Estep 
Score: -925114.812500 Penalty: 2104.044434
	Iteration 0F: 2 clusters Score -925114.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -920641.375000 Penalty: 4208.088867
	Iteration 0F: 3 clusters Score -920641.4 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -921638.000000 Penalty: 4208.088867
	Iteration 1F: 3 clusters Score -921638 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -921835.062500 Penalty: 4208.088867
	Iteration 2F: 3 clusters Score -921835.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -921959.437500 Penalty: 4208.088867
	Iteration 3Q: 3 clusters Score -921959.4 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -922028.562500 Penalty: 4208.088867
	Iteration 4Q: 3 clusters Score -922028.6 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -922067.875000 Penalty: 4208.088867
	Iteration 5Q: 3 clusters Score -922067.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 2335 members 
Entering Unmasked Estep 
Score: -922099.125000 Penalty: 4208.088867
	Iteration 6Q: 3 clusters Score -922099.1 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -922123.687500 Penalty: 4208.088867
	Iteration 7Q: 3 clusters Score -922123.7 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -922145.437500 Penalty: 4208.088867
	Iteration 8Q: 3 clusters Score -922145.4 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -922170.500000 Penalty: 4208.088867
	Iteration 9Q: 3 clusters Score -922170.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -922187.625000 Penalty: 4208.088867
	Iteration 10Q: 3 clusters Score -922187.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -922203.062500 Penalty: 4208.088867
	Iteration 11Q: 3 clusters Score -922203.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -922220.687500 Penalty: 4208.088867
	Iteration 12Q: 3 clusters Score -922220.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2576 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -922235.312500 Penalty: 4208.088867
	Iteration 13Q: 3 clusters Score -922235.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -922247.750000 Penalty: 4208.088867
	Iteration 14Q: 3 clusters Score -922247.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -922258.687500 Penalty: 4208.088867
	Iteration 15Q: 3 clusters Score -922258.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -922266.312500 Penalty: 4208.088867
	Iteration 16Q: 3 clusters Score -922266.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -922272.250000 Penalty: 4208.088867
	Iteration 17Q: 3 clusters Score -922272.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2590 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -922282.062500 Penalty: 4208.088867
	Iteration 18Q: 3 clusters Score -922282.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -922287.062500 Penalty: 4208.088867
	Iteration 19Q: 3 clusters Score -922287.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -922292.125000 Penalty: 4208.088867
	Iteration 20F: 3 clusters Score -922292.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -922296.500000 Penalty: 4208.088867
	Iteration 21Q: 3 clusters Score -922296.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -922299.312500 Penalty: 4208.088867
	Iteration 22Q: 3 clusters Score -922299.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -922303.875000 Penalty: 4208.088867
	Iteration 23Q: 3 clusters Score -922303.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -922307.937500 Penalty: 4208.088867
	Iteration 24Q: 3 clusters Score -922307.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2588 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -922308.187500 Penalty: 4208.088867
	Iteration 25Q: 3 clusters Score -922308.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -922310.500000 Penalty: 4208.088867
	Iteration 26Q: 3 clusters Score -922310.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2585 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -922310.625000 Penalty: 4208.088867
	Iteration 27Q: 3 clusters Score -922310.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -922311.750000 Penalty: 4208.088867
	Iteration 28Q: 3 clusters Score -922311.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -922312.312500 Penalty: 4208.088867
	Iteration 29Q: 3 clusters Score -922312.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -922313.562500 Penalty: 4208.088867
	Iteration 30Q: 3 clusters Score -922313.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -922314.625000 Penalty: 4208.088867
	Iteration 31Q: 3 clusters Score -922314.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -922315.562500 Penalty: 4208.088867
	Iteration 32Q: 3 clusters Score -922315.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -922321.250000 Penalty: 4208.088867
	Iteration 33Q: 3 clusters Score -922321.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -922322.750000 Penalty: 4208.088867
	Iteration 34Q: 3 clusters Score -922322.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -922324.750000 Penalty: 4208.088867
	Iteration 35Q: 3 clusters Score -922324.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -922326.937500 Penalty: 4208.088867
	Iteration 36Q: 3 clusters Score -922326.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -922328.812500 Penalty: 4208.088867
	Iteration 37Q: 3 clusters Score -922328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -922328.750000 Penalty: 4208.088867
	Iteration 38Q: 3 clusters Score -922328.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -922329.312500 Penalty: 4208.088867
	Iteration 39Q: 3 clusters Score -922329.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -922332.812500 Penalty: 4208.088867
	Iteration 40F: 3 clusters Score -922332.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -922333.062500 Penalty: 4208.088867
	Iteration 41Q: 3 clusters Score -922333.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -922332.875000 Penalty: 4208.088867
	Iteration 42Q: 3 clusters Score -922332.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -922334.187500 Penalty: 4208.088867
	Iteration 43Q: 3 clusters Score -922334.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -922333.375000 Penalty: 4208.088867
	Iteration 44Q: 3 clusters Score -922333.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -922335.000000 Penalty: 4208.088867
	Iteration 45Q: 3 clusters Score -922335 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -922338.000000 Penalty: 4208.088867
	Iteration 46Q: 3 clusters Score -922338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -922338.437500 Penalty: 4208.088867
	Iteration 47Q: 3 clusters Score -922338.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -922339.500000 Penalty: 4208.088867
	Iteration 48Q: 3 clusters Score -922339.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -922342.750000 Penalty: 4208.088867
	Iteration 49Q: 3 clusters Score -922342.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -922343.125000 Penalty: 4208.088867
	Iteration 50Q: 3 clusters Score -922343.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -922343.312500 Penalty: 4208.088867
	Iteration 51Q: 3 clusters Score -922343.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -922343.875000 Penalty: 4208.088867
	Iteration 52Q: 3 clusters Score -922343.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -922343.250000 Penalty: 4208.088867
	Iteration 53Q: 3 clusters Score -922343.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -922344.250000 Penalty: 4208.088867
	Iteration 54Q: 3 clusters Score -922344.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -922344.250000 Penalty: 4208.088867
	Iteration 55F: 3 clusters Score -922344.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -31620.642578 Penalty: 1329.600464
	Iteration 0F: 2 clusters Score -31620.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -30478.488281 Penalty: 2659.200928
	Iteration 0F: 3 clusters Score -30478.49 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30576.972656 Penalty: 2659.200928
	Iteration 1F: 3 clusters Score -30576.97 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30598.097656 Penalty: 2659.200928
	Iteration 2Q: 3 clusters Score -30598.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30598.097656 Penalty: 2659.200928
	Iteration 3F: 3 clusters Score -30598.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (47948 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Entering Unmasked Estep 
Score: -9251767.000000 Penalty: 2672.912354
	Iteration 0F: 2 clusters Score -9251767 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23944 members 
Mstep: Class 2 contains 24004 members 
Entering Unmasked Estep 
Score: -9225680.000000 Penalty: 5345.824707
	Iteration 0F: 3 clusters Score -9225680 nChanged 22080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23648 members 
Mstep: Class 2 contains 24300 members 
Entering Unmasked Estep 
Score: -9238028.000000 Penalty: 5345.824707
	Iteration 1F: 3 clusters Score -9238028 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 24546 members 
Entering Unmasked Estep 
Score: -9238727.000000 Penalty: 5345.824707
	Iteration 2Q: 3 clusters Score -9238727 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23074 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -9239287.000000 Penalty: 5345.824707
	Iteration 3Q: 3 clusters Score -9239287 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22699 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -9239929.000000 Penalty: 5345.824707
	Iteration 4Q: 3 clusters Score -9239929 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22169 members 
Mstep: Class 2 contains 25779 members 
Entering Unmasked Estep 
Score: -9240747.000000 Penalty: 5345.824707
	Iteration 5Q: 3 clusters Score -9240747 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 26437 members 
Entering Unmasked Estep 
Score: -9241913.000000 Penalty: 5345.824707
	Iteration 6Q: 3 clusters Score -9241913 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 27212 members 
Entering Unmasked Estep 
Score: -9243835.000000 Penalty: 5345.824707
	Iteration 7F: 3 clusters Score -9243835 nChanged 3174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 28076 members 
Entering Unmasked Estep 
Score: -9246603.000000 Penalty: 5345.824707
	Iteration 8F: 3 clusters Score -9246603 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -9249431.000000 Penalty: 5345.824707
	Iteration 9F: 3 clusters Score -9249431 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 29290 members 
Entering Unmasked Estep 
Score: -9250985.000000 Penalty: 5345.824707
	Iteration 10F: 3 clusters Score -9250985 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18419 members 
Mstep: Class 2 contains 29529 members 
Entering Unmasked Estep 
Score: -9251666.000000 Penalty: 5345.824707
	Iteration 11Q: 3 clusters Score -9251666 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -9251999.000000 Penalty: 5345.824707
	Iteration 12Q: 3 clusters Score -9251999 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 29777 members 
Entering Unmasked Estep 
Score: -9252300.000000 Penalty: 5345.824707
	Iteration 13Q: 3 clusters Score -9252300 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18069 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -9252562.000000 Penalty: 5345.824707
	Iteration 14Q: 3 clusters Score -9252562 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 29934 members 
Entering Unmasked Estep 
Score: -9252749.000000 Penalty: 5345.824707
	Iteration 15Q: 3 clusters Score -9252749 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17958 members 
Mstep: Class 2 contains 29990 members 
Entering Unmasked Estep 
Score: -9252946.000000 Penalty: 5345.824707
	Iteration 16Q: 3 clusters Score -9252946 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 30022 members 
Entering Unmasked Estep 
Score: -9253103.000000 Penalty: 5345.824707
	Iteration 17Q: 3 clusters Score -9253103 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -9253144.000000 Penalty: 5345.824707
	Iteration 18Q: 3 clusters Score -9253144 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 30150 members 
Entering Unmasked Estep 
Score: -9253216.000000 Penalty: 5345.824707
	Iteration 19Q: 3 clusters Score -9253216 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 30222 members 
Entering Unmasked Estep 
Score: -9253274.000000 Penalty: 5345.824707
	Iteration 20F: 3 clusters Score -9253274 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17635 members 
Mstep: Class 2 contains 30313 members 
Entering Unmasked Estep 
Score: -9253302.000000 Penalty: 5345.824707
	Iteration 21Q: 3 clusters Score -9253302 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17569 members 
Mstep: Class 2 contains 30379 members 
Entering Unmasked Estep 
Score: -9253368.000000 Penalty: 5345.824707
	Iteration 22Q: 3 clusters Score -9253368 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -9253382.000000 Penalty: 5345.824707
	Iteration 23Q: 3 clusters Score -9253382 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 30486 members 
Entering Unmasked Estep 
Score: -9253414.000000 Penalty: 5345.824707
	Iteration 24Q: 3 clusters Score -9253414 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17434 members 
Mstep: Class 2 contains 30514 members 
Entering Unmasked Estep 
Score: -9253420.000000 Penalty: 5345.824707
	Iteration 25Q: 3 clusters Score -9253420 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -9253409.000000 Penalty: 5345.824707
	Iteration 26Q: 3 clusters Score -9253409 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17349 members 
Mstep: Class 2 contains 30599 members 
Entering Unmasked Estep 
Score: -9253380.000000 Penalty: 5345.824707
	Iteration 27Q: 3 clusters Score -9253380 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 30608 members 
Entering Unmasked Estep 
Score: -9253380.000000 Penalty: 5345.824707
	Iteration 28Q: 3 clusters Score -9253380 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17309 members 
Mstep: Class 2 contains 30639 members 
Entering Unmasked Estep 
Score: -9253393.000000 Penalty: 5345.824707
	Iteration 29Q: 3 clusters Score -9253393 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 30672 members 
Entering Unmasked Estep 
Score: -9253379.000000 Penalty: 5345.824707
	Iteration 30Q: 3 clusters Score -9253379 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17256 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -9253381.000000 Penalty: 5345.824707
	Iteration 31Q: 3 clusters Score -9253381 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -9253364.000000 Penalty: 5345.824707
	Iteration 32Q: 3 clusters Score -9253364 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -9253375.000000 Penalty: 5345.824707
	Iteration 33Q: 3 clusters Score -9253375 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 30701 members 
Entering Unmasked Estep 
Score: -9253373.000000 Penalty: 5345.824707
	Iteration 34Q: 3 clusters Score -9253373 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17243 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -9253367.000000 Penalty: 5345.824707
	Iteration 35Q: 3 clusters Score -9253367 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -9253377.000000 Penalty: 5345.824707
	Iteration 36Q: 3 clusters Score -9253377 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -9253386.000000 Penalty: 5345.824707
	Iteration 37Q: 3 clusters Score -9253386 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -9253403.000000 Penalty: 5345.824707
	Iteration 38Q: 3 clusters Score -9253403 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -9253398.000000 Penalty: 5345.824707
	Iteration 39Q: 3 clusters Score -9253398 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -9253400.000000 Penalty: 5345.824707
	Iteration 40F: 3 clusters Score -9253400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -9253404.000000 Penalty: 5345.824707
	Iteration 41Q: 3 clusters Score -9253404 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 30740 members 
Entering Unmasked Estep 
Score: -9253398.000000 Penalty: 5345.824707
	Iteration 42Q: 3 clusters Score -9253398 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 30734 members 
Entering Unmasked Estep 
Score: -9253408.000000 Penalty: 5345.824707
	Iteration 43Q: 3 clusters Score -9253408 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 30741 members 
Entering Unmasked Estep 
Score: -9253403.000000 Penalty: 5345.824707
	Iteration 44Q: 3 clusters Score -9253403 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -9253395.000000 Penalty: 5345.824707
	Iteration 45Q: 3 clusters Score -9253395 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 30742 members 
Entering Unmasked Estep 
Score: -9253396.000000 Penalty: 5345.824707
	Iteration 46Q: 3 clusters Score -9253396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17210 members 
Mstep: Class 2 contains 30738 members 
Entering Unmasked Estep 
Score: -9253399.000000 Penalty: 5345.824707
	Iteration 47Q: 3 clusters Score -9253399 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17216 members 
Mstep: Class 2 contains 30732 members 
Entering Unmasked Estep 
Score: -9253399.000000 Penalty: 5345.824707
	Iteration 48Q: 3 clusters Score -9253399 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17224 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -9253386.000000 Penalty: 5345.824707
	Iteration 49Q: 3 clusters Score -9253386 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17227 members 
Mstep: Class 2 contains 30721 members 
Entering Unmasked Estep 
Score: -9253387.000000 Penalty: 5345.824707
	Iteration 50Q: 3 clusters Score -9253387 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17223 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -9253394.000000 Penalty: 5345.824707
	Iteration 51Q: 3 clusters Score -9253394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -9253383.000000 Penalty: 5345.824707
	Iteration 52Q: 3 clusters Score -9253383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -9253382.000000 Penalty: 5345.824707
	Iteration 53Q: 3 clusters Score -9253382 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 30720 members 
Entering Unmasked Estep 
Score: -9253374.000000 Penalty: 5345.824707
	Iteration 54Q: 3 clusters Score -9253374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -9253380.000000 Penalty: 5345.824707
	Iteration 55Q: 3 clusters Score -9253380 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -9253374.000000 Penalty: 5345.824707
	Iteration 56Q: 3 clusters Score -9253374 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -9253383.000000 Penalty: 5345.824707
	Iteration 57Q: 3 clusters Score -9253383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -9253381.000000 Penalty: 5345.824707
	Iteration 58Q: 3 clusters Score -9253381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -9253381.000000 Penalty: 5345.824707
	Iteration 59Q: 3 clusters Score -9253381 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -9253377.000000 Penalty: 5345.824707
	Iteration 60F: 3 clusters Score -9253377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17234 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -9253379.000000 Penalty: 5345.824707
	Iteration 61Q: 3 clusters Score -9253379 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17235 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -9253377.000000 Penalty: 5345.824707
	Iteration 62Q: 3 clusters Score -9253377 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17237 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -9253377.000000 Penalty: 5345.824707
	Iteration 63Q: 3 clusters Score -9253377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -9253381.000000 Penalty: 5345.824707
	Iteration 64Q: 3 clusters Score -9253381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 30709 members 
Entering Unmasked Estep 
Score: -9253376.000000 Penalty: 5345.824707
	Iteration 65Q: 3 clusters Score -9253376 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -9253374.000000 Penalty: 5345.824707
	Iteration 66Q: 3 clusters Score -9253374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17240 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -9253374.000000 Penalty: 5345.824707
	Iteration 67F: 3 clusters Score -9253374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 3 contains 47490 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 34167 members 
Mstep: Class 6 contains 34417 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47345 members 
Mstep: Class 9 contains 8146 members 
Mstep: Class 10 contains 26021 members 
Mstep: Class 11 contains 51923 members 
Mstep: Class 12 contains 70066 members 
Mstep: Class 13 contains 51495 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 29291 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46218 members 
Mstep: Class 18 contains 45860 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23535 members 
Mstep: Class 22 contains 29880 members 
Mstep: Class 23 contains 18047 members 
Mstep: Class 24 contains 31955 members 
Mstep: Class 25 contains 4837 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 17240 members 
Mstep: Class 28 contains 22372 members 
Mstep: Class 29 contains 27151 members 
Mstep: Class 30 contains 58663 members 
Mstep: Class 31 contains 53819 members 
Mstep: Class 32 contains 66783 members 
Mstep: Class 33 contains 20106 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40859 members 
Mstep: Class 36 contains 45762 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25207 members 
Mstep: Class 40 contains 32877 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19871 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 30708 members 
Entering Unmasked Estep 
Score: -207957120.000000 Penalty: 169222.343750
Splitting cluster 27 changes total score from -207958032.000000 to -207957120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (22372 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22372 members 
Entering Unmasked Estep 
Score: -4132073.750000 Penalty: 2483.860352
	Iteration 0F: 2 clusters Score -4132074 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11105 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -4116631.250000 Penalty: 4967.720703
	Iteration 0F: 3 clusters Score -4116631 nChanged 9806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10579 members 
Mstep: Class 2 contains 11793 members 
Entering Unmasked Estep 
Score: -4121715.000000 Penalty: 4967.720703
	Iteration 1F: 3 clusters Score -4121715 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10237 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -4122157.000000 Penalty: 4967.720703
	Iteration 2F: 3 clusters Score -4122157 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9798 members 
Mstep: Class 2 contains 12574 members 
Entering Unmasked Estep 
Score: -4122616.750000 Penalty: 4967.720703
	Iteration 3Q: 3 clusters Score -4122617 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9195 members 
Mstep: Class 2 contains 13177 members 
Entering Unmasked Estep 
Score: -4123115.000000 Penalty: 4967.720703
	Iteration 4Q: 3 clusters Score -4123115 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8383 members 
Mstep: Class 2 contains 13989 members 
Entering Unmasked Estep 
Score: -4123802.500000 Penalty: 4967.720703
	Iteration 5F: 3 clusters Score -4123802 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7368 members 
Mstep: Class 2 contains 15004 members 
Entering Unmasked Estep 
Score: -4124676.750000 Penalty: 4967.720703
	Iteration 6F: 3 clusters Score -4124677 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -4125806.000000 Penalty: 4967.720703
	Iteration 7F: 3 clusters Score -4125806 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -4127043.000000 Penalty: 4967.720703
	Iteration 8F: 3 clusters Score -4127043 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -4128030.000000 Penalty: 4967.720703
	Iteration 9F: 3 clusters Score -4128030 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 19544 members 
Entering Unmasked Estep 
Score: -4128761.750000 Penalty: 4967.720703
	Iteration 10Q: 3 clusters Score -4128762 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 20135 members 
Entering Unmasked Estep 
Score: -4129332.500000 Penalty: 4967.720703
	Iteration 11Q: 3 clusters Score -4129332 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 20520 members 
Entering Unmasked Estep 
Score: -4129697.750000 Penalty: 4967.720703
	Iteration 12Q: 3 clusters Score -4129698 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -4130055.500000 Penalty: 4967.720703
	Iteration 13Q: 3 clusters Score -4130056 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -4130455.000000 Penalty: 4967.720703
	Iteration 14Q: 3 clusters Score -4130455 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1385 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -4130600.500000 Penalty: 4967.720703
	Iteration 15Q: 3 clusters Score -4130600 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21042 members 
Entering Unmasked Estep 
Score: -4130652.750000 Penalty: 4967.720703
	Iteration 16Q: 3 clusters Score -4130653 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 21069 members 
Entering Unmasked Estep 
Score: -4130663.000000 Penalty: 4967.720703
	Iteration 17Q: 3 clusters Score -4130663 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 21089 members 
Entering Unmasked Estep 
Score: -4130668.500000 Penalty: 4967.720703
	Iteration 18Q: 3 clusters Score -4130668 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 21105 members 
Entering Unmasked Estep 
Score: -4130675.250000 Penalty: 4967.720703
	Iteration 19Q: 3 clusters Score -4130675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 21115 members 
Entering Unmasked Estep 
Score: -4130684.250000 Penalty: 4967.720703
	Iteration 20F: 3 clusters Score -4130684 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 21119 members 
Entering Unmasked Estep 
Score: -4130681.750000 Penalty: 4967.720703
	Iteration 21Q: 3 clusters Score -4130682 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4130686.250000 Penalty: 4967.720703
	Iteration 22Q: 3 clusters Score -4130686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 21123 members 
Entering Unmasked Estep 
Score: -4130685.000000 Penalty: 4967.720703
	Iteration 23Q: 3 clusters Score -4130685 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -4130683.500000 Penalty: 4967.720703
	Iteration 24Q: 3 clusters Score -4130684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 21125 members 
Entering Unmasked Estep 
Score: -4130684.500000 Penalty: 4967.720703
	Iteration 25Q: 3 clusters Score -4130684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -4130683.500000 Penalty: 4967.720703
	Iteration 26Q: 3 clusters Score -4130684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4130687.000000 Penalty: 4967.720703
	Iteration 27Q: 3 clusters Score -4130687 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -4130687.000000 Penalty: 4967.720703
	Iteration 28F: 3 clusters Score -4130687 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (27151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Entering Unmasked Estep 
Score: -5362411.000000 Penalty: 2531.874023
	Iteration 0F: 2 clusters Score -5362411 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13560 members 
Mstep: Class 2 contains 13591 members 
Entering Unmasked Estep 
Score: -5344006.000000 Penalty: 5063.748047
	Iteration 0F: 3 clusters Score -5344006 nChanged 12219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 13660 members 
Entering Unmasked Estep 
Score: -5350825.000000 Penalty: 5063.748047
	Iteration 1F: 3 clusters Score -5350825 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 13742 members 
Entering Unmasked Estep 
Score: -5351257.000000 Penalty: 5063.748047
	Iteration 2Q: 3 clusters Score -5351257 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 13831 members 
Entering Unmasked Estep 
Score: -5351584.500000 Penalty: 5063.748047
	Iteration 3Q: 3 clusters Score -5351584 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5351876.000000 Penalty: 5063.748047
	Iteration 4Q: 3 clusters Score -5351876 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 13931 members 
Entering Unmasked Estep 
Score: -5352152.500000 Penalty: 5063.748047
	Iteration 5Q: 3 clusters Score -5352152 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13142 members 
Mstep: Class 2 contains 14009 members 
Entering Unmasked Estep 
Score: -5352400.500000 Penalty: 5063.748047
	Iteration 6Q: 3 clusters Score -5352400 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -5352684.000000 Penalty: 5063.748047
	Iteration 7Q: 3 clusters Score -5352684 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -5352990.500000 Penalty: 5063.748047
	Iteration 8Q: 3 clusters Score -5352990 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12683 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -5353367.000000 Penalty: 5063.748047
	Iteration 9Q: 3 clusters Score -5353367 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12484 members 
Mstep: Class 2 contains 14667 members 
Entering Unmasked Estep 
Score: -5353773.000000 Penalty: 5063.748047
	Iteration 10Q: 3 clusters Score -5353773 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 14907 members 
Entering Unmasked Estep 
Score: -5354220.500000 Penalty: 5063.748047
	Iteration 11Q: 3 clusters Score -5354220 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 15173 members 
Entering Unmasked Estep 
Score: -5354739.000000 Penalty: 5063.748047
	Iteration 12Q: 3 clusters Score -5354739 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11714 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -5355221.500000 Penalty: 5063.748047
	Iteration 13Q: 3 clusters Score -5355222 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11469 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -5355634.500000 Penalty: 5063.748047
	Iteration 14Q: 3 clusters Score -5355634 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -5355929.000000 Penalty: 5063.748047
	Iteration 15Q: 3 clusters Score -5355929 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10996 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -5356107.500000 Penalty: 5063.748047
	Iteration 16Q: 3 clusters Score -5356108 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 16365 members 
Entering Unmasked Estep 
Score: -5356226.500000 Penalty: 5063.748047
	Iteration 17Q: 3 clusters Score -5356226 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10592 members 
Mstep: Class 2 contains 16559 members 
Entering Unmasked Estep 
Score: -5356299.000000 Penalty: 5063.748047
	Iteration 18Q: 3 clusters Score -5356299 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10413 members 
Mstep: Class 2 contains 16738 members 
Entering Unmasked Estep 
Score: -5356346.500000 Penalty: 5063.748047
	Iteration 19Q: 3 clusters Score -5356346 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10222 members 
Mstep: Class 2 contains 16929 members 
Entering Unmasked Estep 
Score: -5356407.000000 Penalty: 5063.748047
	Iteration 20F: 3 clusters Score -5356407 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -5356456.500000 Penalty: 5063.748047
	Iteration 21Q: 3 clusters Score -5356456 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -5356491.500000 Penalty: 5063.748047
	Iteration 22Q: 3 clusters Score -5356492 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 17479 members 
Entering Unmasked Estep 
Score: -5356543.000000 Penalty: 5063.748047
	Iteration 23Q: 3 clusters Score -5356543 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 17661 members 
Entering Unmasked Estep 
Score: -5356566.500000 Penalty: 5063.748047
	Iteration 24Q: 3 clusters Score -5356566 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -5356591.000000 Penalty: 5063.748047
	Iteration 25Q: 3 clusters Score -5356591 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -5356647.000000 Penalty: 5063.748047
	Iteration 26Q: 3 clusters Score -5356647 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 18182 members 
Entering Unmasked Estep 
Score: -5356677.000000 Penalty: 5063.748047
	Iteration 27Q: 3 clusters Score -5356677 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -5356706.000000 Penalty: 5063.748047
	Iteration 28Q: 3 clusters Score -5356706 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 18533 members 
Entering Unmasked Estep 
Score: -5356756.000000 Penalty: 5063.748047
	Iteration 29Q: 3 clusters Score -5356756 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -5356785.000000 Penalty: 5063.748047
	Iteration 30Q: 3 clusters Score -5356785 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8251 members 
Mstep: Class 2 contains 18900 members 
Entering Unmasked Estep 
Score: -5356834.500000 Penalty: 5063.748047
	Iteration 31Q: 3 clusters Score -5356834 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8030 members 
Mstep: Class 2 contains 19121 members 
Entering Unmasked Estep 
Score: -5356911.500000 Penalty: 5063.748047
	Iteration 32Q: 3 clusters Score -5356912 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -5356957.500000 Penalty: 5063.748047
	Iteration 33Q: 3 clusters Score -5356958 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 19606 members 
Entering Unmasked Estep 
Score: -5357013.500000 Penalty: 5063.748047
	Iteration 34Q: 3 clusters Score -5357014 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 19872 members 
Entering Unmasked Estep 
Score: -5357075.500000 Penalty: 5063.748047
	Iteration 35Q: 3 clusters Score -5357076 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 20151 members 
Entering Unmasked Estep 
Score: -5357145.000000 Penalty: 5063.748047
	Iteration 36Q: 3 clusters Score -5357145 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -5357225.000000 Penalty: 5063.748047
	Iteration 37Q: 3 clusters Score -5357225 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -5357324.000000 Penalty: 5063.748047
	Iteration 38Q: 3 clusters Score -5357324 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 21079 members 
Entering Unmasked Estep 
Score: -5357457.500000 Penalty: 5063.748047
	Iteration 39Q: 3 clusters Score -5357458 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -5357584.000000 Penalty: 5063.748047
	Iteration 40F: 3 clusters Score -5357584 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5381 members 
Mstep: Class 2 contains 21770 members 
Entering Unmasked Estep 
Score: -5357681.000000 Penalty: 5063.748047
	Iteration 41Q: 3 clusters Score -5357681 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5033 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -5357792.500000 Penalty: 5063.748047
	Iteration 42Q: 3 clusters Score -5357792 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -5357923.000000 Penalty: 5063.748047
	Iteration 43Q: 3 clusters Score -5357923 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -5358107.000000 Penalty: 5063.748047
	Iteration 44Q: 3 clusters Score -5358107 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 23328 members 
Entering Unmasked Estep 
Score: -5358317.500000 Penalty: 5063.748047
	Iteration 45Q: 3 clusters Score -5358318 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5358509.500000 Penalty: 5063.748047
	Iteration 46Q: 3 clusters Score -5358510 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5358726.000000 Penalty: 5063.748047
	Iteration 47Q: 3 clusters Score -5358726 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 24502 members 
Entering Unmasked Estep 
Score: -5358935.000000 Penalty: 5063.748047
	Iteration 48Q: 3 clusters Score -5358935 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 24850 members 
Entering Unmasked Estep 
Score: -5359114.000000 Penalty: 5063.748047
	Iteration 49Q: 3 clusters Score -5359114 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 25149 members 
Entering Unmasked Estep 
Score: -5359297.500000 Penalty: 5063.748047
	Iteration 50Q: 3 clusters Score -5359298 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -5359456.000000 Penalty: 5063.748047
	Iteration 51Q: 3 clusters Score -5359456 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 25660 members 
Entering Unmasked Estep 
Score: -5359613.000000 Penalty: 5063.748047
	Iteration 52Q: 3 clusters Score -5359613 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 25847 members 
Entering Unmasked Estep 
Score: -5359715.000000 Penalty: 5063.748047
	Iteration 53Q: 3 clusters Score -5359715 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 25992 members 
Entering Unmasked Estep 
Score: -5359833.500000 Penalty: 5063.748047
	Iteration 54Q: 3 clusters Score -5359834 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -5359924.000000 Penalty: 5063.748047
	Iteration 55Q: 3 clusters Score -5359924 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 26216 members 
Entering Unmasked Estep 
Score: -5360009.500000 Penalty: 5063.748047
	Iteration 56Q: 3 clusters Score -5360010 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 26296 members 
Entering Unmasked Estep 
Score: -5360074.000000 Penalty: 5063.748047
	Iteration 57Q: 3 clusters Score -5360074 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 26352 members 
Entering Unmasked Estep 
Score: -5360116.000000 Penalty: 5063.748047
	Iteration 58Q: 3 clusters Score -5360116 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -5360155.000000 Penalty: 5063.748047
	Iteration 59Q: 3 clusters Score -5360155 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 26432 members 
Entering Unmasked Estep 
Score: -5360185.500000 Penalty: 5063.748047
	Iteration 60F: 3 clusters Score -5360186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 26451 members 
Entering Unmasked Estep 
Score: -5360193.500000 Penalty: 5063.748047
	Iteration 61Q: 3 clusters Score -5360194 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -5360214.500000 Penalty: 5063.748047
	Iteration 62Q: 3 clusters Score -5360214 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 26490 members 
Entering Unmasked Estep 
Score: -5360235.500000 Penalty: 5063.748047
	Iteration 63Q: 3 clusters Score -5360236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -5360244.500000 Penalty: 5063.748047
	Iteration 64Q: 3 clusters Score -5360244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 26518 members 
Entering Unmasked Estep 
Score: -5360252.000000 Penalty: 5063.748047
	Iteration 65Q: 3 clusters Score -5360252 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 26524 members 
Entering Unmasked Estep 
Score: -5360251.500000 Penalty: 5063.748047
	Iteration 66Q: 3 clusters Score -5360252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 26529 members 
Entering Unmasked Estep 
Score: -5360261.000000 Penalty: 5063.748047
	Iteration 67Q: 3 clusters Score -5360261 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -5360257.500000 Penalty: 5063.748047
	Iteration 68Q: 3 clusters Score -5360258 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 26542 members 
Entering Unmasked Estep 
Score: -5360264.500000 Penalty: 5063.748047
	Iteration 69Q: 3 clusters Score -5360264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 26547 members 
Entering Unmasked Estep 
Score: -5360276.500000 Penalty: 5063.748047
	Iteration 70Q: 3 clusters Score -5360276 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -5360281.500000 Penalty: 5063.748047
	Iteration 71Q: 3 clusters Score -5360282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 26554 members 
Entering Unmasked Estep 
Score: -5360286.000000 Penalty: 5063.748047
	Iteration 72Q: 3 clusters Score -5360286 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -5360282.000000 Penalty: 5063.748047
	Iteration 73Q: 3 clusters Score -5360282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 26555 members 
Entering Unmasked Estep 
Score: -5360282.000000 Penalty: 5063.748047
	Iteration 74F: 3 clusters Score -5360282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (58663 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58663 members 
Entering Unmasked Estep 
Score: -11058718.000000 Penalty: 2722.932129
	Iteration 0F: 2 clusters Score -1.105872e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -11022935.000000 Penalty: 5445.864258
	Iteration 0F: 3 clusters Score -1.102294e+07 nChanged 27305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -11037919.000000 Penalty: 5445.864258
	Iteration 1F: 3 clusters Score -1.103792e+07 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32619 members 
Mstep: Class 2 contains 26044 members 
Entering Unmasked Estep 
Score: -11038583.000000 Penalty: 5445.864258
	Iteration 2Q: 3 clusters Score -1.103858e+07 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 24415 members 
Entering Unmasked Estep 
Score: -11039342.000000 Penalty: 5445.864258
	Iteration 3Q: 3 clusters Score -1.103934e+07 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36621 members 
Mstep: Class 2 contains 22042 members 
Entering Unmasked Estep 
Score: -11040504.000000 Penalty: 5445.864258
	Iteration 4Q: 3 clusters Score -1.10405e+07 nChanged 3401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39890 members 
Mstep: Class 2 contains 18773 members 
Entering Unmasked Estep 
Score: -11042438.000000 Penalty: 5445.864258
	Iteration 5F: 3 clusters Score -1.104244e+07 nChanged 4346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44194 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -11045446.000000 Penalty: 5445.864258
	Iteration 6F: 3 clusters Score -1.104545e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49062 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -11049184.000000 Penalty: 5445.864258
	Iteration 7F: 3 clusters Score -1.104918e+07 nChanged 4282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53334 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -11052586.000000 Penalty: 5445.864258
	Iteration 8F: 3 clusters Score -1.105259e+07 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56107 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -11054611.000000 Penalty: 5445.864258
	Iteration 9Q: 3 clusters Score -1.105461e+07 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57468 members 
Mstep: Class 2 contains 1195 members 
Entering Unmasked Estep 
Score: -11055590.000000 Penalty: 5445.864258
	Iteration 10Q: 3 clusters Score -1.105559e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57984 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11055965.000000 Penalty: 5445.864258
	Iteration 11Q: 3 clusters Score -1.105596e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58165 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -11056122.000000 Penalty: 5445.864258
	Iteration 12Q: 3 clusters Score -1.105612e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58237 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -11056208.000000 Penalty: 5445.864258
	Iteration 13Q: 3 clusters Score -1.105621e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58273 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -11056260.000000 Penalty: 5445.864258
	Iteration 14Q: 3 clusters Score -1.105626e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58290 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -11056303.000000 Penalty: 5445.864258
	Iteration 15Q: 3 clusters Score -1.10563e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58303 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -11056333.000000 Penalty: 5445.864258
	Iteration 16Q: 3 clusters Score -1.105633e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58313 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -11056343.000000 Penalty: 5445.864258
	Iteration 17Q: 3 clusters Score -1.105634e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58316 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11056372.000000 Penalty: 5445.864258
	Iteration 18Q: 3 clusters Score -1.105637e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58319 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -11056368.000000 Penalty: 5445.864258
	Iteration 19Q: 3 clusters Score -1.105637e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -11056373.000000 Penalty: 5445.864258
	Iteration 20F: 3 clusters Score -1.105637e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58323 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -11056384.000000 Penalty: 5445.864258
	Iteration 21Q: 3 clusters Score -1.105638e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -11056387.000000 Penalty: 5445.864258
	Iteration 22Q: 3 clusters Score -1.105639e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58325 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -11056399.000000 Penalty: 5445.864258
	Iteration 23Q: 3 clusters Score -1.10564e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -11056402.000000 Penalty: 5445.864258
	Iteration 24Q: 3 clusters Score -1.10564e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58324 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -11056402.000000 Penalty: 5445.864258
	Iteration 25F: 3 clusters Score -1.10564e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (53819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Entering Unmasked Estep 
Score: -9915389.000000 Penalty: 2701.558838
	Iteration 0F: 2 clusters Score -9915389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27017 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -9881400.000000 Penalty: 5403.117676
	Iteration 0F: 3 clusters Score -9881400 nChanged 24891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27666 members 
Mstep: Class 2 contains 26153 members 
Entering Unmasked Estep 
Score: -9895268.000000 Penalty: 5403.117676
	Iteration 1F: 3 clusters Score -9895268 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28152 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -9895972.000000 Penalty: 5403.117676
	Iteration 2Q: 3 clusters Score -9895972 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28913 members 
Mstep: Class 2 contains 24906 members 
Entering Unmasked Estep 
Score: -9896667.000000 Penalty: 5403.117676
	Iteration 3Q: 3 clusters Score -9896667 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -9897766.000000 Penalty: 5403.117676
	Iteration 4Q: 3 clusters Score -9897766 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31886 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -9899258.000000 Penalty: 5403.117676
	Iteration 5F: 3 clusters Score -9899258 nChanged 3415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34437 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -9901480.000000 Penalty: 5403.117676
	Iteration 6F: 3 clusters Score -9901480 nChanged 3960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37819 members 
Mstep: Class 2 contains 16000 members 
Entering Unmasked Estep 
Score: -9904453.000000 Penalty: 5403.117676
	Iteration 7F: 3 clusters Score -9904453 nChanged 4011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 12373 members 
Entering Unmasked Estep 
Score: -9907993.000000 Penalty: 5403.117676
	Iteration 8F: 3 clusters Score -9907993 nChanged 3283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -9910995.000000 Penalty: 5403.117676
	Iteration 9F: 3 clusters Score -9910995 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46560 members 
Mstep: Class 2 contains 7259 members 
Entering Unmasked Estep 
Score: -9912687.000000 Penalty: 5403.117676
	Iteration 10Q: 3 clusters Score -9912687 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47945 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -9913473.000000 Penalty: 5403.117676
	Iteration 11Q: 3 clusters Score -9913473 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48980 members 
Mstep: Class 2 contains 4839 members 
Entering Unmasked Estep 
Score: -9913790.000000 Penalty: 5403.117676
	Iteration 12Q: 3 clusters Score -9913790 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49725 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -9913975.000000 Penalty: 5403.117676
	Iteration 13Q: 3 clusters Score -9913975 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50349 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -9914110.000000 Penalty: 5403.117676
	Iteration 14Q: 3 clusters Score -9914110 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50850 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -9914112.000000 Penalty: 5403.117676
	Iteration 15Q: 3 clusters Score -9914112 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51301 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -9914170.000000 Penalty: 5403.117676
	Iteration 16Q: 3 clusters Score -9914170 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51637 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -9914150.000000 Penalty: 5403.117676
	Iteration 17Q: 3 clusters Score -9914150 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -9914113.000000 Penalty: 5403.117676
	Iteration 18Q: 3 clusters Score -9914113 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52111 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -9914052.000000 Penalty: 5403.117676
	Iteration 19Q: 3 clusters Score -9914052 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52267 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -9914041.000000 Penalty: 5403.117676
	Iteration 20F: 3 clusters Score -9914041 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52389 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -9914020.000000 Penalty: 5403.117676
	Iteration 21Q: 3 clusters Score -9914020 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52492 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9913985.000000 Penalty: 5403.117676
	Iteration 22Q: 3 clusters Score -9913985 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52582 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -9913961.000000 Penalty: 5403.117676
	Iteration 23Q: 3 clusters Score -9913961 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52649 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -9913925.000000 Penalty: 5403.117676
	Iteration 24Q: 3 clusters Score -9913925 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52699 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -9913920.000000 Penalty: 5403.117676
	Iteration 25Q: 3 clusters Score -9913920 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52751 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -9913893.000000 Penalty: 5403.117676
	Iteration 26Q: 3 clusters Score -9913893 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52793 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -9913878.000000 Penalty: 5403.117676
	Iteration 27Q: 3 clusters Score -9913878 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -9913891.000000 Penalty: 5403.117676
	Iteration 28Q: 3 clusters Score -9913891 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52862 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -9913881.000000 Penalty: 5403.117676
	Iteration 29Q: 3 clusters Score -9913881 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52881 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -9913883.000000 Penalty: 5403.117676
	Iteration 30Q: 3 clusters Score -9913883 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52900 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -9913888.000000 Penalty: 5403.117676
	Iteration 31Q: 3 clusters Score -9913888 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9913898.000000 Penalty: 5403.117676
	Iteration 32Q: 3 clusters Score -9913898 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52922 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -9913885.000000 Penalty: 5403.117676
	Iteration 33Q: 3 clusters Score -9913885 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52932 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -9913881.000000 Penalty: 5403.117676
	Iteration 34Q: 3 clusters Score -9913881 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52937 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -9913871.000000 Penalty: 5403.117676
	Iteration 35Q: 3 clusters Score -9913871 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -9913879.000000 Penalty: 5403.117676
	Iteration 36Q: 3 clusters Score -9913879 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52945 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -9913877.000000 Penalty: 5403.117676
	Iteration 37Q: 3 clusters Score -9913877 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9913874.000000 Penalty: 5403.117676
	Iteration 38Q: 3 clusters Score -9913874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -9913874.000000 Penalty: 5403.117676
	Iteration 39F: 3 clusters Score -9913874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (66783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66783 members 
Entering Unmasked Estep 
Score: -12053773.000000 Penalty: 2755.082764
	Iteration 0F: 2 clusters Score -1.205377e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33286 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -12012008.000000 Penalty: 5510.165527
	Iteration 0F: 3 clusters Score -1.201201e+07 nChanged 31318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 34327 members 
Entering Unmasked Estep 
Score: -12029411.000000 Penalty: 5510.165527
	Iteration 1F: 3 clusters Score -1.202941e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31911 members 
Mstep: Class 2 contains 34872 members 
Entering Unmasked Estep 
Score: -12029953.000000 Penalty: 5510.165527
	Iteration 2Q: 3 clusters Score -1.202995e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 35666 members 
Entering Unmasked Estep 
Score: -12030611.000000 Penalty: 5510.165527
	Iteration 3Q: 3 clusters Score -1.203061e+07 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29976 members 
Mstep: Class 2 contains 36807 members 
Entering Unmasked Estep 
Score: -12031397.000000 Penalty: 5510.165527
	Iteration 4Q: 3 clusters Score -1.20314e+07 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28366 members 
Mstep: Class 2 contains 38417 members 
Entering Unmasked Estep 
Score: -12032291.000000 Penalty: 5510.165527
	Iteration 5Q: 3 clusters Score -1.203229e+07 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 40654 members 
Entering Unmasked Estep 
Score: -12033529.000000 Penalty: 5510.165527
	Iteration 6Q: 3 clusters Score -1.203353e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 43732 members 
Entering Unmasked Estep 
Score: -12035296.000000 Penalty: 5510.165527
	Iteration 7F: 3 clusters Score -1.20353e+07 nChanged 4124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 47734 members 
Entering Unmasked Estep 
Score: -12038014.000000 Penalty: 5510.165527
	Iteration 8F: 3 clusters Score -1.203801e+07 nChanged 4619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 52301 members 
Entering Unmasked Estep 
Score: -12041303.000000 Penalty: 5510.165527
	Iteration 9F: 3 clusters Score -1.20413e+07 nChanged 4469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10035 members 
Mstep: Class 2 contains 56748 members 
Entering Unmasked Estep 
Score: -12044528.000000 Penalty: 5510.165527
	Iteration 10F: 3 clusters Score -1.204453e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6242 members 
Mstep: Class 2 contains 60541 members 
Entering Unmasked Estep 
Score: -12047379.000000 Penalty: 5510.165527
	Iteration 11F: 3 clusters Score -1.204738e+07 nChanged 2628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 63151 members 
Entering Unmasked Estep 
Score: -12049191.000000 Penalty: 5510.165527
	Iteration 12Q: 3 clusters Score -1.204919e+07 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 64635 members 
Entering Unmasked Estep 
Score: -12050190.000000 Penalty: 5510.165527
	Iteration 13Q: 3 clusters Score -1.205019e+07 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 65404 members 
Entering Unmasked Estep 
Score: -12050625.000000 Penalty: 5510.165527
	Iteration 14Q: 3 clusters Score -1.205062e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 65787 members 
Entering Unmasked Estep 
Score: -12050933.000000 Penalty: 5510.165527
	Iteration 15Q: 3 clusters Score -1.205093e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 65998 members 
Entering Unmasked Estep 
Score: -12051104.000000 Penalty: 5510.165527
	Iteration 16Q: 3 clusters Score -1.20511e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 66110 members 
Entering Unmasked Estep 
Score: -12051198.000000 Penalty: 5510.165527
	Iteration 17Q: 3 clusters Score -1.20512e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 66178 members 
Entering Unmasked Estep 
Score: -12051240.000000 Penalty: 5510.165527
	Iteration 18Q: 3 clusters Score -1.205124e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 66223 members 
Entering Unmasked Estep 
Score: -12051274.000000 Penalty: 5510.165527
	Iteration 19Q: 3 clusters Score -1.205127e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 66247 members 
Entering Unmasked Estep 
Score: -12051307.000000 Penalty: 5510.165527
	Iteration 20F: 3 clusters Score -1.205131e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 66267 members 
Entering Unmasked Estep 
Score: -12051328.000000 Penalty: 5510.165527
	Iteration 21Q: 3 clusters Score -1.205133e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 66280 members 
Entering Unmasked Estep 
Score: -12051340.000000 Penalty: 5510.165527
	Iteration 22Q: 3 clusters Score -1.205134e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 66295 members 
Entering Unmasked Estep 
Score: -12051367.000000 Penalty: 5510.165527
	Iteration 23Q: 3 clusters Score -1.205137e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 66308 members 
Entering Unmasked Estep 
Score: -12051385.000000 Penalty: 5510.165527
	Iteration 24Q: 3 clusters Score -1.205138e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 66314 members 
Entering Unmasked Estep 
Score: -12051404.000000 Penalty: 5510.165527
	Iteration 25Q: 3 clusters Score -1.20514e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 66319 members 
Entering Unmasked Estep 
Score: -12051406.000000 Penalty: 5510.165527
	Iteration 26Q: 3 clusters Score -1.205141e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 66327 members 
Entering Unmasked Estep 
Score: -12051416.000000 Penalty: 5510.165527
	Iteration 27Q: 3 clusters Score -1.205142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 66328 members 
Entering Unmasked Estep 
Score: -12051410.000000 Penalty: 5510.165527
	Iteration 28Q: 3 clusters Score -1.205141e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 66330 members 
Entering Unmasked Estep 
Score: -12051406.000000 Penalty: 5510.165527
	Iteration 29Q: 3 clusters Score -1.205141e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 66335 members 
Entering Unmasked Estep 
Score: -12051407.000000 Penalty: 5510.165527
	Iteration 30Q: 3 clusters Score -1.205141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -12051417.000000 Penalty: 5510.165527
	Iteration 31Q: 3 clusters Score -1.205142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 66338 members 
Entering Unmasked Estep 
Score: -12051403.000000 Penalty: 5510.165527
	Iteration 32Q: 3 clusters Score -1.20514e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 66339 members 
Entering Unmasked Estep 
Score: -12051421.000000 Penalty: 5510.165527
	Iteration 33Q: 3 clusters Score -1.205142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -12051429.000000 Penalty: 5510.165527
	Iteration 34Q: 3 clusters Score -1.205143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 66343 members 
Entering Unmasked Estep 
Score: -12051433.000000 Penalty: 5510.165527
	Iteration 35Q: 3 clusters Score -1.205143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 66342 members 
Entering Unmasked Estep 
Score: -12051432.000000 Penalty: 5510.165527
	Iteration 36Q: 3 clusters Score -1.205143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -12051445.000000 Penalty: 5510.165527
	Iteration 37Q: 3 clusters Score -1.205144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -12051439.000000 Penalty: 5510.165527
	Iteration 38Q: 3 clusters Score -1.205144e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 66347 members 
Entering Unmasked Estep 
Score: -12051433.000000 Penalty: 5510.165527
	Iteration 39Q: 3 clusters Score -1.205143e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 66348 members 
Entering Unmasked Estep 
Score: -12051432.000000 Penalty: 5510.165527
	Iteration 40F: 3 clusters Score -1.205143e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (20106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20106 members 
Entering Unmasked Estep 
Score: -3778681.250000 Penalty: 2457.375732
	Iteration 0F: 2 clusters Score -3778681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 10109 members 
Entering Unmasked Estep 
Score: -3764539.000000 Penalty: 4914.751465
	Iteration 0F: 3 clusters Score -3764539 nChanged 8828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9771 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3769340.750000 Penalty: 4914.751465
	Iteration 1F: 3 clusters Score -3769341 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9614 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -3769822.500000 Penalty: 4914.751465
	Iteration 2F: 3 clusters Score -3769822 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 10684 members 
Entering Unmasked Estep 
Score: -3770143.500000 Penalty: 4914.751465
	Iteration 3Q: 3 clusters Score -3770144 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9200 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -3770451.500000 Penalty: 4914.751465
	Iteration 4Q: 3 clusters Score -3770452 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8945 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3770697.500000 Penalty: 4914.751465
	Iteration 5Q: 3 clusters Score -3770698 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 11473 members 
Entering Unmasked Estep 
Score: -3770933.500000 Penalty: 4914.751465
	Iteration 6Q: 3 clusters Score -3770934 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -3771185.750000 Penalty: 4914.751465
	Iteration 7Q: 3 clusters Score -3771186 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -3771516.250000 Penalty: 4914.751465
	Iteration 8Q: 3 clusters Score -3771516 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7104 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3771948.250000 Penalty: 4914.751465
	Iteration 9Q: 3 clusters Score -3771948 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6351 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -3772483.250000 Penalty: 4914.751465
	Iteration 10Q: 3 clusters Score -3772483 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3773023.750000 Penalty: 4914.751465
	Iteration 11Q: 3 clusters Score -3773024 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4840 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -3773576.250000 Penalty: 4914.751465
	Iteration 12Q: 3 clusters Score -3773576 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -3774085.000000 Penalty: 4914.751465
	Iteration 13Q: 3 clusters Score -3774085 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3518 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -3774546.250000 Penalty: 4914.751465
	Iteration 14Q: 3 clusters Score -3774546 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3774933.250000 Penalty: 4914.751465
	Iteration 15Q: 3 clusters Score -3774933 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2559 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -3775226.000000 Penalty: 4914.751465
	Iteration 16Q: 3 clusters Score -3775226 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 17911 members 
Entering Unmasked Estep 
Score: -3775476.500000 Penalty: 4914.751465
	Iteration 17Q: 3 clusters Score -3775476 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
Score: -3775655.750000 Penalty: 4914.751465
	Iteration 18Q: 3 clusters Score -3775656 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -3775812.000000 Penalty: 4914.751465
	Iteration 19Q: 3 clusters Score -3775812 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 18593 members 
Entering Unmasked Estep 
Score: -3775946.500000 Penalty: 4914.751465
	Iteration 20F: 3 clusters Score -3775946 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 18757 members 
Entering Unmasked Estep 
Score: -3776060.750000 Penalty: 4914.751465
	Iteration 21Q: 3 clusters Score -3776061 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 18891 members 
Entering Unmasked Estep 
Score: -3776151.000000 Penalty: 4914.751465
	Iteration 22Q: 3 clusters Score -3776151 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 18997 members 
Entering Unmasked Estep 
Score: -3776235.000000 Penalty: 4914.751465
	Iteration 23Q: 3 clusters Score -3776235 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 19092 members 
Entering Unmasked Estep 
Score: -3776306.250000 Penalty: 4914.751465
	Iteration 24Q: 3 clusters Score -3776306 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 19166 members 
Entering Unmasked Estep 
Score: -3776345.000000 Penalty: 4914.751465
	Iteration 25Q: 3 clusters Score -3776345 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -3776374.750000 Penalty: 4914.751465
	Iteration 26Q: 3 clusters Score -3776375 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 19274 members 
Entering Unmasked Estep 
Score: -3776411.250000 Penalty: 4914.751465
	Iteration 27Q: 3 clusters Score -3776411 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 19316 members 
Entering Unmasked Estep 
Score: -3776437.750000 Penalty: 4914.751465
	Iteration 28Q: 3 clusters Score -3776438 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 19349 members 
Entering Unmasked Estep 
Score: -3776449.250000 Penalty: 4914.751465
	Iteration 29Q: 3 clusters Score -3776449 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -3776461.500000 Penalty: 4914.751465
	Iteration 30Q: 3 clusters Score -3776462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 19401 members 
Entering Unmasked Estep 
Score: -3776468.250000 Penalty: 4914.751465
	Iteration 31Q: 3 clusters Score -3776468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -3776476.250000 Penalty: 4914.751465
	Iteration 32Q: 3 clusters Score -3776476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3776485.500000 Penalty: 4914.751465
	Iteration 33Q: 3 clusters Score -3776486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 19441 members 
Entering Unmasked Estep 
Score: -3776496.500000 Penalty: 4914.751465
	Iteration 34Q: 3 clusters Score -3776496 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 655 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3776506.000000 Penalty: 4914.751465
	Iteration 35Q: 3 clusters Score -3776506 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -3776515.750000 Penalty: 4914.751465
	Iteration 36Q: 3 clusters Score -3776516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 19465 members 
Entering Unmasked Estep 
Score: -3776522.000000 Penalty: 4914.751465
	Iteration 37Q: 3 clusters Score -3776522 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3776529.500000 Penalty: 4914.751465
	Iteration 38Q: 3 clusters Score -3776530 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 19494 members 
Entering Unmasked Estep 
Score: -3776536.000000 Penalty: 4914.751465
	Iteration 39Q: 3 clusters Score -3776536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 19504 members 
Entering Unmasked Estep 
Score: -3776543.250000 Penalty: 4914.751465
	Iteration 40F: 3 clusters Score -3776543 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 19514 members 
Entering Unmasked Estep 
Score: -3776554.250000 Penalty: 4914.751465
	Iteration 41Q: 3 clusters Score -3776554 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -3776563.500000 Penalty: 4914.751465
	Iteration 42Q: 3 clusters Score -3776564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
Score: -3776567.250000 Penalty: 4914.751465
	Iteration 43Q: 3 clusters Score -3776567 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -3776567.250000 Penalty: 4914.751465
	Iteration 44Q: 3 clusters Score -3776567 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19541 members 
Entering Unmasked Estep 
Score: -3776574.000000 Penalty: 4914.751465
	Iteration 45Q: 3 clusters Score -3776574 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 19547 members 
Entering Unmasked Estep 
Score: -3776578.500000 Penalty: 4914.751465
	Iteration 46Q: 3 clusters Score -3776578 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 19556 members 
Entering Unmasked Estep 
Score: -3776578.500000 Penalty: 4914.751465
	Iteration 47Q: 3 clusters Score -3776578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 19561 members 
Entering Unmasked Estep 
Score: -3776587.000000 Penalty: 4914.751465
	Iteration 48Q: 3 clusters Score -3776587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 19564 members 
Entering Unmasked Estep 
Score: -3776586.750000 Penalty: 4914.751465
	Iteration 49Q: 3 clusters Score -3776587 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -3776589.000000 Penalty: 4914.751465
	Iteration 50Q: 3 clusters Score -3776589 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -3776591.500000 Penalty: 4914.751465
	Iteration 51Q: 3 clusters Score -3776592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3776593.750000 Penalty: 4914.751465
	Iteration 52Q: 3 clusters Score -3776594 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -3776593.750000 Penalty: 4914.751465
	Iteration 53F: 3 clusters Score -3776594 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -33027.644531 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -33027.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -31861.843750 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -31861.84 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -31988.648438 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -31988.65 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -32092.808594 Penalty: 2690.775146
	Iteration 2F: 3 clusters Score -32092.81 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32146.554688 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -32146.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -32162.681641 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -32162.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32165.599609 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -32165.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -32165.599609 Penalty: 2690.775146
	Iteration 6F: 3 clusters Score -32165.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40859 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40859 members 
Entering Unmasked Estep 
Score: -7814740.500000 Penalty: 2633.234863
	Iteration 0F: 2 clusters Score -7814740 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -7788807.500000 Penalty: 5266.469727
	Iteration 0F: 3 clusters Score -7788808 nChanged 18694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20669 members 
Mstep: Class 2 contains 20190 members 
Entering Unmasked Estep 
Score: -7798825.000000 Penalty: 5266.469727
	Iteration 1F: 3 clusters Score -7798825 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
Score: -7799670.000000 Penalty: 5266.469727
	Iteration 2Q: 3 clusters Score -7799670 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20681 members 
Mstep: Class 2 contains 20178 members 
Entering Unmasked Estep 
Score: -7800627.000000 Penalty: 5266.469727
	Iteration 3Q: 3 clusters Score -7800627 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 20335 members 
Entering Unmasked Estep 
Score: -7801895.000000 Penalty: 5266.469727
	Iteration 4F: 3 clusters Score -7801895 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20217 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -7803472.000000 Penalty: 5266.469727
	Iteration 5F: 3 clusters Score -7803472 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19639 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -7805453.500000 Penalty: 5266.469727
	Iteration 6F: 3 clusters Score -7805454 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 22015 members 
Entering Unmasked Estep 
Score: -7807752.000000 Penalty: 5266.469727
	Iteration 7F: 3 clusters Score -7807752 nChanged 2770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17952 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -7810104.500000 Penalty: 5266.469727
	Iteration 8F: 3 clusters Score -7810104 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 23733 members 
Entering Unmasked Estep 
Score: -7811838.000000 Penalty: 5266.469727
	Iteration 9F: 3 clusters Score -7811838 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16484 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -7812797.000000 Penalty: 5266.469727
	Iteration 10Q: 3 clusters Score -7812797 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16080 members 
Mstep: Class 2 contains 24779 members 
Entering Unmasked Estep 
Score: -7813170.000000 Penalty: 5266.469727
	Iteration 11Q: 3 clusters Score -7813170 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -7813389.500000 Penalty: 5266.469727
	Iteration 12Q: 3 clusters Score -7813390 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 25320 members 
Entering Unmasked Estep 
Score: -7813542.500000 Penalty: 5266.469727
	Iteration 13Q: 3 clusters Score -7813542 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15331 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -7813628.000000 Penalty: 5266.469727
	Iteration 14Q: 3 clusters Score -7813628 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 25729 members 
Entering Unmasked Estep 
Score: -7813641.500000 Penalty: 5266.469727
	Iteration 15Q: 3 clusters Score -7813642 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14977 members 
Mstep: Class 2 contains 25882 members 
Entering Unmasked Estep 
Score: -7813684.500000 Penalty: 5266.469727
	Iteration 16Q: 3 clusters Score -7813684 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 26040 members 
Entering Unmasked Estep 
Score: -7813716.000000 Penalty: 5266.469727
	Iteration 17Q: 3 clusters Score -7813716 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -7813682.500000 Penalty: 5266.469727
	Iteration 18Q: 3 clusters Score -7813682 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 26340 members 
Entering Unmasked Estep 
Score: -7813684.000000 Penalty: 5266.469727
	Iteration 19Q: 3 clusters Score -7813684 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14370 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -7813673.500000 Penalty: 5266.469727
	Iteration 20F: 3 clusters Score -7813674 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14236 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -7813683.500000 Penalty: 5266.469727
	Iteration 21Q: 3 clusters Score -7813684 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14105 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -7813709.000000 Penalty: 5266.469727
	Iteration 22Q: 3 clusters Score -7813709 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -7813691.500000 Penalty: 5266.469727
	Iteration 23Q: 3 clusters Score -7813692 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 26954 members 
Entering Unmasked Estep 
Score: -7813708.500000 Penalty: 5266.469727
	Iteration 24Q: 3 clusters Score -7813708 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13816 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -7813684.500000 Penalty: 5266.469727
	Iteration 25Q: 3 clusters Score -7813684 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13731 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -7813677.000000 Penalty: 5266.469727
	Iteration 26Q: 3 clusters Score -7813677 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 27216 members 
Entering Unmasked Estep 
Score: -7813684.500000 Penalty: 5266.469727
	Iteration 27Q: 3 clusters Score -7813684 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13552 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -7813663.000000 Penalty: 5266.469727
	Iteration 28Q: 3 clusters Score -7813663 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 27421 members 
Entering Unmasked Estep 
Score: -7813656.000000 Penalty: 5266.469727
	Iteration 29Q: 3 clusters Score -7813656 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13310 members 
Mstep: Class 2 contains 27549 members 
Entering Unmasked Estep 
Score: -7813650.000000 Penalty: 5266.469727
	Iteration 30Q: 3 clusters Score -7813650 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -7813636.500000 Penalty: 5266.469727
	Iteration 31Q: 3 clusters Score -7813636 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12958 members 
Mstep: Class 2 contains 27901 members 
Entering Unmasked Estep 
Score: -7813637.500000 Penalty: 5266.469727
	Iteration 32Q: 3 clusters Score -7813638 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12787 members 
Mstep: Class 2 contains 28072 members 
Entering Unmasked Estep 
Score: -7813633.500000 Penalty: 5266.469727
	Iteration 33Q: 3 clusters Score -7813634 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12594 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -7813633.000000 Penalty: 5266.469727
	Iteration 34Q: 3 clusters Score -7813633 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12365 members 
Mstep: Class 2 contains 28494 members 
Entering Unmasked Estep 
Score: -7813643.500000 Penalty: 5266.469727
	Iteration 35Q: 3 clusters Score -7813644 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12109 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -7813638.000000 Penalty: 5266.469727
	Iteration 36Q: 3 clusters Score -7813638 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11835 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -7813644.000000 Penalty: 5266.469727
	Iteration 37Q: 3 clusters Score -7813644 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11535 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -7813647.000000 Penalty: 5266.469727
	Iteration 38Q: 3 clusters Score -7813647 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11255 members 
Mstep: Class 2 contains 29604 members 
Entering Unmasked Estep 
Score: -7813635.000000 Penalty: 5266.469727
	Iteration 39Q: 3 clusters Score -7813635 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -7813608.000000 Penalty: 5266.469727
	Iteration 40F: 3 clusters Score -7813608 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10634 members 
Mstep: Class 2 contains 30225 members 
Entering Unmasked Estep 
Score: -7813629.500000 Penalty: 5266.469727
	Iteration 41Q: 3 clusters Score -7813630 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 30564 members 
Entering Unmasked Estep 
Score: -7813629.000000 Penalty: 5266.469727
	Iteration 42Q: 3 clusters Score -7813629 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9972 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -7813634.000000 Penalty: 5266.469727
	Iteration 43Q: 3 clusters Score -7813634 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -7813660.000000 Penalty: 5266.469727
	Iteration 44Q: 3 clusters Score -7813660 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 31486 members 
Entering Unmasked Estep 
Score: -7813668.000000 Penalty: 5266.469727
	Iteration 45Q: 3 clusters Score -7813668 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9074 members 
Mstep: Class 2 contains 31785 members 
Entering Unmasked Estep 
Score: -7813674.000000 Penalty: 5266.469727
	Iteration 46Q: 3 clusters Score -7813674 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 32069 members 
Entering Unmasked Estep 
Score: -7813661.500000 Penalty: 5266.469727
	Iteration 47Q: 3 clusters Score -7813662 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8525 members 
Mstep: Class 2 contains 32334 members 
Entering Unmasked Estep 
Score: -7813634.000000 Penalty: 5266.469727
	Iteration 48Q: 3 clusters Score -7813634 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8302 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -7813648.000000 Penalty: 5266.469727
	Iteration 49Q: 3 clusters Score -7813648 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8105 members 
Mstep: Class 2 contains 32754 members 
Entering Unmasked Estep 
Score: -7813657.500000 Penalty: 5266.469727
	Iteration 50Q: 3 clusters Score -7813658 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -7813634.000000 Penalty: 5266.469727
	Iteration 51Q: 3 clusters Score -7813634 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7721 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -7813617.500000 Penalty: 5266.469727
	Iteration 52Q: 3 clusters Score -7813618 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7531 members 
Mstep: Class 2 contains 33328 members 
Entering Unmasked Estep 
Score: -7813615.500000 Penalty: 5266.469727
	Iteration 53Q: 3 clusters Score -7813616 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7340 members 
Mstep: Class 2 contains 33519 members 
Entering Unmasked Estep 
Score: -7813625.500000 Penalty: 5266.469727
	Iteration 54Q: 3 clusters Score -7813626 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 33712 members 
Entering Unmasked Estep 
Score: -7813626.500000 Penalty: 5266.469727
	Iteration 55Q: 3 clusters Score -7813626 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 33904 members 
Entering Unmasked Estep 
Score: -7813661.500000 Penalty: 5266.469727
	Iteration 56Q: 3 clusters Score -7813662 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 34071 members 
Entering Unmasked Estep 
Score: -7813662.500000 Penalty: 5266.469727
	Iteration 57Q: 3 clusters Score -7813662 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6642 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -7813645.500000 Penalty: 5266.469727
	Iteration 58Q: 3 clusters Score -7813646 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6510 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -7813654.500000 Penalty: 5266.469727
	Iteration 59Q: 3 clusters Score -7813654 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 34473 members 
Entering Unmasked Estep 
Score: -7813632.500000 Penalty: 5266.469727
	Iteration 60F: 3 clusters Score -7813632 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6240 members 
Mstep: Class 2 contains 34619 members 
Entering Unmasked Estep 
Score: -7813645.000000 Penalty: 5266.469727
	Iteration 61Q: 3 clusters Score -7813645 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6102 members 
Mstep: Class 2 contains 34757 members 
Entering Unmasked Estep 
Score: -7813643.500000 Penalty: 5266.469727
	Iteration 62Q: 3 clusters Score -7813644 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5974 members 
Mstep: Class 2 contains 34885 members 
Entering Unmasked Estep 
Score: -7813623.000000 Penalty: 5266.469727
	Iteration 63Q: 3 clusters Score -7813623 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5854 members 
Mstep: Class 2 contains 35005 members 
Entering Unmasked Estep 
Score: -7813611.000000 Penalty: 5266.469727
	Iteration 64Q: 3 clusters Score -7813611 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 35108 members 
Entering Unmasked Estep 
Score: -7813595.000000 Penalty: 5266.469727
	Iteration 65Q: 3 clusters Score -7813595 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 35222 members 
Entering Unmasked Estep 
Score: -7813596.000000 Penalty: 5266.469727
	Iteration 66Q: 3 clusters Score -7813596 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 35345 members 
Entering Unmasked Estep 
Score: -7813603.000000 Penalty: 5266.469727
	Iteration 67Q: 3 clusters Score -7813603 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 35466 members 
Entering Unmasked Estep 
Score: -7813600.000000 Penalty: 5266.469727
	Iteration 68Q: 3 clusters Score -7813600 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 35583 members 
Entering Unmasked Estep 
Score: -7813598.500000 Penalty: 5266.469727
	Iteration 69Q: 3 clusters Score -7813598 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 35710 members 
Entering Unmasked Estep 
Score: -7813587.000000 Penalty: 5266.469727
	Iteration 70Q: 3 clusters Score -7813587 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 35844 members 
Entering Unmasked Estep 
Score: -7813587.500000 Penalty: 5266.469727
	Iteration 71Q: 3 clusters Score -7813588 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -7813611.500000 Penalty: 5266.469727
	Iteration 72Q: 3 clusters Score -7813612 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 36060 members 
Entering Unmasked Estep 
Score: -7813607.000000 Penalty: 5266.469727
	Iteration 73Q: 3 clusters Score -7813607 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 36142 members 
Entering Unmasked Estep 
Score: -7813602.500000 Penalty: 5266.469727
	Iteration 74Q: 3 clusters Score -7813602 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 36211 members 
Entering Unmasked Estep 
Score: -7813618.000000 Penalty: 5266.469727
	Iteration 75Q: 3 clusters Score -7813618 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 36277 members 
Entering Unmasked Estep 
Score: -7813623.000000 Penalty: 5266.469727
	Iteration 76Q: 3 clusters Score -7813623 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 36344 members 
Entering Unmasked Estep 
Score: -7813586.500000 Penalty: 5266.469727
	Iteration 77Q: 3 clusters Score -7813586 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 36415 members 
Entering Unmasked Estep 
Score: -7813584.500000 Penalty: 5266.469727
	Iteration 78Q: 3 clusters Score -7813584 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 36491 members 
Entering Unmasked Estep 
Score: -7813581.500000 Penalty: 5266.469727
	Iteration 79Q: 3 clusters Score -7813582 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 36570 members 
Entering Unmasked Estep 
Score: -7813568.000000 Penalty: 5266.469727
	Iteration 80F: 3 clusters Score -7813568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4202 members 
Mstep: Class 2 contains 36657 members 
Entering Unmasked Estep 
Score: -7813580.500000 Penalty: 5266.469727
	Iteration 81Q: 3 clusters Score -7813580 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 36737 members 
Entering Unmasked Estep 
Score: -7813585.500000 Penalty: 5266.469727
	Iteration 82Q: 3 clusters Score -7813586 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 36803 members 
Entering Unmasked Estep 
Score: -7813600.000000 Penalty: 5266.469727
	Iteration 83Q: 3 clusters Score -7813600 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 36866 members 
Entering Unmasked Estep 
Score: -7813597.500000 Penalty: 5266.469727
	Iteration 84Q: 3 clusters Score -7813598 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -7813582.000000 Penalty: 5266.469727
	Iteration 85Q: 3 clusters Score -7813582 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 37009 members 
Entering Unmasked Estep 
Score: -7813563.000000 Penalty: 5266.469727
	Iteration 86Q: 3 clusters Score -7813563 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 37064 members 
Entering Unmasked Estep 
Score: -7813569.500000 Penalty: 5266.469727
	Iteration 87Q: 3 clusters Score -7813570 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 37115 members 
Entering Unmasked Estep 
Score: -7813565.000000 Penalty: 5266.469727
	Iteration 88Q: 3 clusters Score -7813565 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 37163 members 
Entering Unmasked Estep 
Score: -7813555.000000 Penalty: 5266.469727
	Iteration 89Q: 3 clusters Score -7813555 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -7813568.000000 Penalty: 5266.469727
	Iteration 90Q: 3 clusters Score -7813568 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3610 members 
Mstep: Class 2 contains 37249 members 
Entering Unmasked Estep 
Score: -7813563.000000 Penalty: 5266.469727
	Iteration 91Q: 3 clusters Score -7813563 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3577 members 
Mstep: Class 2 contains 37282 members 
Entering Unmasked Estep 
Score: -7813567.000000 Penalty: 5266.469727
	Iteration 92Q: 3 clusters Score -7813567 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3541 members 
Mstep: Class 2 contains 37318 members 
Entering Unmasked Estep 
Score: -7813555.000000 Penalty: 5266.469727
	Iteration 93Q: 3 clusters Score -7813555 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 37359 members 
Entering Unmasked Estep 
Score: -7813546.500000 Penalty: 5266.469727
	Iteration 94Q: 3 clusters Score -7813546 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -7813561.500000 Penalty: 5266.469727
	Iteration 95Q: 3 clusters Score -7813562 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 37421 members 
Entering Unmasked Estep 
Score: -7813553.000000 Penalty: 5266.469727
	Iteration 96Q: 3 clusters Score -7813553 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 37450 members 
Entering Unmasked Estep 
Score: -7813540.500000 Penalty: 5266.469727
	Iteration 97Q: 3 clusters Score -7813540 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
Score: -7813551.500000 Penalty: 5266.469727
	Iteration 98Q: 3 clusters Score -7813552 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 37507 members 
Entering Unmasked Estep 
Score: -7813554.500000 Penalty: 5266.469727
	Iteration 99Q: 3 clusters Score -7813554 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 37530 members 
Entering Unmasked Estep 
Score: -7813566.500000 Penalty: 5266.469727
	Iteration 100F: 3 clusters Score -7813566 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -7813556.000000 Penalty: 5266.469727
	Iteration 101Q: 3 clusters Score -7813556 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3273 members 
Mstep: Class 2 contains 37586 members 
Entering Unmasked Estep 
Score: -7813566.500000 Penalty: 5266.469727
	Iteration 102Q: 3 clusters Score -7813566 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 37612 members 
Entering Unmasked Estep 
Score: -7813549.000000 Penalty: 5266.469727
	Iteration 103Q: 3 clusters Score -7813549 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3213 members 
Mstep: Class 2 contains 37646 members 
Entering Unmasked Estep 
Score: -7813543.500000 Penalty: 5266.469727
	Iteration 104Q: 3 clusters Score -7813544 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 37678 members 
Entering Unmasked Estep 
Score: -7813547.000000 Penalty: 5266.469727
	Iteration 105Q: 3 clusters Score -7813547 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 37717 members 
Entering Unmasked Estep 
Score: -7813536.500000 Penalty: 5266.469727
	Iteration 106Q: 3 clusters Score -7813536 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 37746 members 
Entering Unmasked Estep 
Score: -7813539.500000 Penalty: 5266.469727
	Iteration 107Q: 3 clusters Score -7813540 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 37773 members 
Entering Unmasked Estep 
Score: -7813561.000000 Penalty: 5266.469727
	Iteration 108Q: 3 clusters Score -7813561 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 37796 members 
Entering Unmasked Estep 
Score: -7813547.500000 Penalty: 5266.469727
	Iteration 109Q: 3 clusters Score -7813548 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 37827 members 
Entering Unmasked Estep 
Score: -7813544.500000 Penalty: 5266.469727
	Iteration 110Q: 3 clusters Score -7813544 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3006 members 
Mstep: Class 2 contains 37853 members 
Entering Unmasked Estep 
Score: -7813552.000000 Penalty: 5266.469727
	Iteration 111Q: 3 clusters Score -7813552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 37874 members 
Entering Unmasked Estep 
Score: -7813543.000000 Penalty: 5266.469727
	Iteration 112Q: 3 clusters Score -7813543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 37889 members 
Entering Unmasked Estep 
Score: -7813541.000000 Penalty: 5266.469727
	Iteration 113Q: 3 clusters Score -7813541 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 37898 members 
Entering Unmasked Estep 
Score: -7813534.000000 Penalty: 5266.469727
	Iteration 114Q: 3 clusters Score -7813534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 37907 members 
Entering Unmasked Estep 
Score: -7813539.000000 Penalty: 5266.469727
	Iteration 115Q: 3 clusters Score -7813539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 37915 members 
Entering Unmasked Estep 
Score: -7813538.000000 Penalty: 5266.469727
	Iteration 116Q: 3 clusters Score -7813538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2939 members 
Mstep: Class 2 contains 37920 members 
Entering Unmasked Estep 
Score: -7813544.000000 Penalty: 5266.469727
	Iteration 117Q: 3 clusters Score -7813544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 37928 members 
Entering Unmasked Estep 
Score: -7813540.000000 Penalty: 5266.469727
	Iteration 118Q: 3 clusters Score -7813540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 37933 members 
Entering Unmasked Estep 
Score: -7813535.000000 Penalty: 5266.469727
	Iteration 119Q: 3 clusters Score -7813535 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 37941 members 
Entering Unmasked Estep 
Score: -7813529.000000 Penalty: 5266.469727
	Iteration 120F: 3 clusters Score -7813529 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 37949 members 
Entering Unmasked Estep 
Score: -7813535.500000 Penalty: 5266.469727
	Iteration 121Q: 3 clusters Score -7813536 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 37951 members 
Entering Unmasked Estep 
Score: -7813535.000000 Penalty: 5266.469727
	Iteration 122Q: 3 clusters Score -7813535 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 37953 members 
Entering Unmasked Estep 
Score: -7813537.000000 Penalty: 5266.469727
	Iteration 123Q: 3 clusters Score -7813537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -7813537.000000 Penalty: 5266.469727
	Iteration 124Q: 3 clusters Score -7813537 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 37954 members 
Entering Unmasked Estep 
Score: -7813537.000000 Penalty: 5266.469727
	Iteration 125F: 3 clusters Score -7813537 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (45762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45762 members 
Entering Unmasked Estep 
Score: -8584746.000000 Penalty: 2661.340088
	Iteration 0F: 2 clusters Score -8584746 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -8556620.000000 Penalty: 5322.680176
	Iteration 0F: 3 clusters Score -8556620 nChanged 21083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22496 members 
Mstep: Class 2 contains 23266 members 
Entering Unmasked Estep 
Score: -8568123.000000 Penalty: 5322.680176
	Iteration 1F: 3 clusters Score -8568123 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22378 members 
Mstep: Class 2 contains 23384 members 
Entering Unmasked Estep 
Score: -8568583.000000 Penalty: 5322.680176
	Iteration 2Q: 3 clusters Score -8568583 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 23591 members 
Entering Unmasked Estep 
Score: -8569020.000000 Penalty: 5322.680176
	Iteration 3Q: 3 clusters Score -8569020 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21820 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -8569403.000000 Penalty: 5322.680176
	Iteration 4Q: 3 clusters Score -8569403 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -8569809.000000 Penalty: 5322.680176
	Iteration 5Q: 3 clusters Score -8569809 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -8570349.000000 Penalty: 5322.680176
	Iteration 6Q: 3 clusters Score -8570349 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19711 members 
Mstep: Class 2 contains 26051 members 
Entering Unmasked Estep 
Score: -8570995.000000 Penalty: 5322.680176
	Iteration 7Q: 3 clusters Score -8570995 nChanged 1987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18412 members 
Mstep: Class 2 contains 27350 members 
Entering Unmasked Estep 
Score: -8571947.000000 Penalty: 5322.680176
	Iteration 8Q: 3 clusters Score -8571947 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -8573146.000000 Penalty: 5322.680176
	Iteration 9Q: 3 clusters Score -8573146 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -8574672.000000 Penalty: 5322.680176
	Iteration 10F: 3 clusters Score -8574672 nChanged 2561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 33407 members 
Entering Unmasked Estep 
Score: -8576278.000000 Penalty: 5322.680176
	Iteration 11F: 3 clusters Score -8576278 nChanged 2365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10364 members 
Mstep: Class 2 contains 35398 members 
Entering Unmasked Estep 
Score: -8577780.000000 Penalty: 5322.680176
	Iteration 12F: 3 clusters Score -8577780 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8852 members 
Mstep: Class 2 contains 36910 members 
Entering Unmasked Estep 
Score: -8578798.000000 Penalty: 5322.680176
	Iteration 13Q: 3 clusters Score -8578798 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7738 members 
Mstep: Class 2 contains 38024 members 
Entering Unmasked Estep 
Score: -8579416.000000 Penalty: 5322.680176
	Iteration 14Q: 3 clusters Score -8579416 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6888 members 
Mstep: Class 2 contains 38874 members 
Entering Unmasked Estep 
Score: -8579827.000000 Penalty: 5322.680176
	Iteration 15Q: 3 clusters Score -8579827 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 39585 members 
Entering Unmasked Estep 
Score: -8580101.000000 Penalty: 5322.680176
	Iteration 16Q: 3 clusters Score -8580101 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5572 members 
Mstep: Class 2 contains 40190 members 
Entering Unmasked Estep 
Score: -8580255.000000 Penalty: 5322.680176
	Iteration 17Q: 3 clusters Score -8580255 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4994 members 
Mstep: Class 2 contains 40768 members 
Entering Unmasked Estep 
Score: -8580463.000000 Penalty: 5322.680176
	Iteration 18Q: 3 clusters Score -8580463 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 41264 members 
Entering Unmasked Estep 
Score: -8580626.000000 Penalty: 5322.680176
	Iteration 19Q: 3 clusters Score -8580626 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4031 members 
Mstep: Class 2 contains 41731 members 
Entering Unmasked Estep 
Score: -8580800.000000 Penalty: 5322.680176
	Iteration 20F: 3 clusters Score -8580800 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -8580994.000000 Penalty: 5322.680176
	Iteration 21Q: 3 clusters Score -8580994 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 42560 members 
Entering Unmasked Estep 
Score: -8581148.000000 Penalty: 5322.680176
	Iteration 22Q: 3 clusters Score -8581148 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -8581292.000000 Penalty: 5322.680176
	Iteration 23Q: 3 clusters Score -8581292 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 43277 members 
Entering Unmasked Estep 
Score: -8581429.000000 Penalty: 5322.680176
	Iteration 24Q: 3 clusters Score -8581429 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 43565 members 
Entering Unmasked Estep 
Score: -8581528.000000 Penalty: 5322.680176
	Iteration 25Q: 3 clusters Score -8581528 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8581637.000000 Penalty: 5322.680176
	Iteration 26Q: 3 clusters Score -8581637 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1779 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8581698.000000 Penalty: 5322.680176
	Iteration 27Q: 3 clusters Score -8581698 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 44147 members 
Entering Unmasked Estep 
Score: -8581767.000000 Penalty: 5322.680176
	Iteration 28Q: 3 clusters Score -8581767 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 44284 members 
Entering Unmasked Estep 
Score: -8581837.000000 Penalty: 5322.680176
	Iteration 29Q: 3 clusters Score -8581837 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 44397 members 
Entering Unmasked Estep 
Score: -8581915.000000 Penalty: 5322.680176
	Iteration 30Q: 3 clusters Score -8581915 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 44497 members 
Entering Unmasked Estep 
Score: -8581989.000000 Penalty: 5322.680176
	Iteration 31Q: 3 clusters Score -8581989 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -8582039.000000 Penalty: 5322.680176
	Iteration 32Q: 3 clusters Score -8582039 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 44659 members 
Entering Unmasked Estep 
Score: -8582068.000000 Penalty: 5322.680176
	Iteration 33Q: 3 clusters Score -8582068 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -8582125.000000 Penalty: 5322.680176
	Iteration 34Q: 3 clusters Score -8582125 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -8582159.000000 Penalty: 5322.680176
	Iteration 35Q: 3 clusters Score -8582159 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 44830 members 
Entering Unmasked Estep 
Score: -8582189.000000 Penalty: 5322.680176
	Iteration 36Q: 3 clusters Score -8582189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 44864 members 
Entering Unmasked Estep 
Score: -8582220.000000 Penalty: 5322.680176
	Iteration 37Q: 3 clusters Score -8582220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 44891 members 
Entering Unmasked Estep 
Score: -8582228.000000 Penalty: 5322.680176
	Iteration 38Q: 3 clusters Score -8582228 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44918 members 
Entering Unmasked Estep 
Score: -8582262.000000 Penalty: 5322.680176
	Iteration 39Q: 3 clusters Score -8582262 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 44941 members 
Entering Unmasked Estep 
Score: -8582267.000000 Penalty: 5322.680176
	Iteration 40F: 3 clusters Score -8582267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 44957 members 
Entering Unmasked Estep 
Score: -8582292.000000 Penalty: 5322.680176
	Iteration 41Q: 3 clusters Score -8582292 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 44973 members 
Entering Unmasked Estep 
Score: -8582306.000000 Penalty: 5322.680176
	Iteration 42Q: 3 clusters Score -8582306 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 44988 members 
Entering Unmasked Estep 
Score: -8582312.000000 Penalty: 5322.680176
	Iteration 43Q: 3 clusters Score -8582312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8582324.000000 Penalty: 5322.680176
	Iteration 44Q: 3 clusters Score -8582324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8582337.000000 Penalty: 5322.680176
	Iteration 45Q: 3 clusters Score -8582337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 45015 members 
Entering Unmasked Estep 
Score: -8582338.000000 Penalty: 5322.680176
	Iteration 46Q: 3 clusters Score -8582338 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 45018 members 
Entering Unmasked Estep 
Score: -8582346.000000 Penalty: 5322.680176
	Iteration 47Q: 3 clusters Score -8582346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 45021 members 
Entering Unmasked Estep 
Score: -8582351.000000 Penalty: 5322.680176
	Iteration 48Q: 3 clusters Score -8582351 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -8582356.000000 Penalty: 5322.680176
	Iteration 49Q: 3 clusters Score -8582356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 45029 members 
Entering Unmasked Estep 
Score: -8582361.000000 Penalty: 5322.680176
	Iteration 50Q: 3 clusters Score -8582361 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 45030 members 
Entering Unmasked Estep 
Score: -8582361.000000 Penalty: 5322.680176
	Iteration 51Q: 3 clusters Score -8582361 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 45036 members 
Entering Unmasked Estep 
Score: -8582368.000000 Penalty: 5322.680176
	Iteration 52Q: 3 clusters Score -8582368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -8582365.000000 Penalty: 5322.680176
	Iteration 53Q: 3 clusters Score -8582365 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -8582370.000000 Penalty: 5322.680176
	Iteration 54Q: 3 clusters Score -8582370 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 45046 members 
Entering Unmasked Estep 
Score: -8582368.000000 Penalty: 5322.680176
	Iteration 55Q: 3 clusters Score -8582368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -8582370.000000 Penalty: 5322.680176
	Iteration 56Q: 3 clusters Score -8582370 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 45044 members 
Entering Unmasked Estep 
Score: -8582368.000000 Penalty: 5322.680176
	Iteration 57Q: 3 clusters Score -8582368 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 45045 members 
Entering Unmasked Estep 
Score: -8582367.000000 Penalty: 5322.680176
	Iteration 58Q: 3 clusters Score -8582367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -8582381.000000 Penalty: 5322.680176
	Iteration 59Q: 3 clusters Score -8582381 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8582377.000000 Penalty: 5322.680176
	Iteration 60F: 3 clusters Score -8582377 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 45059 members 
Entering Unmasked Estep 
Score: -8582380.000000 Penalty: 5322.680176
	Iteration 61Q: 3 clusters Score -8582380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -8582384.000000 Penalty: 5322.680176
	Iteration 62Q: 3 clusters Score -8582384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -8582387.000000 Penalty: 5322.680176
	Iteration 63Q: 3 clusters Score -8582387 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -8582387.000000 Penalty: 5322.680176
	Iteration 64F: 3 clusters Score -8582387 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1679 members 
Entering Unmasked Estep 
Score: -300395.187500 Penalty: 1841.636597
	Iteration 0F: 2 clusters Score -300395.2 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 840 members 
Entering Unmasked Estep 
Score: -298051.625000 Penalty: 3683.273193
	Iteration 0F: 3 clusters Score -298051.6 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -298493.343750 Penalty: 3683.273193
	Iteration 1F: 3 clusters Score -298493.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -298637.718750 Penalty: 3683.273193
	Iteration 2F: 3 clusters Score -298637.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -298775.218750 Penalty: 3683.273193
	Iteration 3Q: 3 clusters Score -298775.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -298848.593750 Penalty: 3683.273193
	Iteration 4Q: 3 clusters Score -298848.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -298907.718750 Penalty: 3683.273193
	Iteration 5Q: 3 clusters Score -298907.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -298938.250000 Penalty: 3683.273193
	Iteration 6Q: 3 clusters Score -298938.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -298963.031250 Penalty: 3683.273193
	Iteration 7Q: 3 clusters Score -298963 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -298979.375000 Penalty: 3683.273193
	Iteration 8Q: 3 clusters Score -298979.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -298999.062500 Penalty: 3683.273193
	Iteration 9Q: 3 clusters Score -298999.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -299016.906250 Penalty: 3683.273193
	Iteration 10Q: 3 clusters Score -299016.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -299029.281250 Penalty: 3683.273193
	Iteration 11Q: 3 clusters Score -299029.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -299035.500000 Penalty: 3683.273193
	Iteration 12Q: 3 clusters Score -299035.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -299044.625000 Penalty: 3683.273193
	Iteration 13Q: 3 clusters Score -299044.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -299054.156250 Penalty: 3683.273193
	Iteration 14Q: 3 clusters Score -299054.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -299065.875000 Penalty: 3683.273193
	Iteration 15Q: 3 clusters Score -299065.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -299073.593750 Penalty: 3683.273193
	Iteration 16Q: 3 clusters Score -299073.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -299076.781250 Penalty: 3683.273193
	Iteration 17Q: 3 clusters Score -299076.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -299078.218750 Penalty: 3683.273193
	Iteration 18Q: 3 clusters Score -299078.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -299078.218750 Penalty: 3683.273193
	Iteration 19Q: 3 clusters Score -299078.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -299083.937500 Penalty: 3683.273193
	Iteration 20F: 3 clusters Score -299083.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -299088.531250 Penalty: 3683.273193
	Iteration 21Q: 3 clusters Score -299088.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -299093.656250 Penalty: 3683.273193
	Iteration 22Q: 3 clusters Score -299093.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -299101.312500 Penalty: 3683.273193
	Iteration 23Q: 3 clusters Score -299101.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -299106.843750 Penalty: 3683.273193
	Iteration 24Q: 3 clusters Score -299106.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -299112.468750 Penalty: 3683.273193
	Iteration 25Q: 3 clusters Score -299112.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -299116.718750 Penalty: 3683.273193
	Iteration 26Q: 3 clusters Score -299116.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -299117.718750 Penalty: 3683.273193
	Iteration 27Q: 3 clusters Score -299117.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -299118.468750 Penalty: 3683.273193
	Iteration 28Q: 3 clusters Score -299118.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -299118.468750 Penalty: 3683.273193
	Iteration 29F: 3 clusters Score -299118.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (869 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Entering Unmasked Estep 
Score: -144846.062500 Penalty: 1678.301025
	Iteration 0F: 2 clusters Score -144846.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -143084.828125 Penalty: 3356.602051
	Iteration 0F: 3 clusters Score -143084.8 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -143391.390625 Penalty: 3356.602051
	Iteration 1F: 3 clusters Score -143391.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -143484.734375 Penalty: 3356.602051
	Iteration 2F: 3 clusters Score -143484.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -143559.265625 Penalty: 3356.602051
	Iteration 3Q: 3 clusters Score -143559.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -143631.859375 Penalty: 3356.602051
	Iteration 4Q: 3 clusters Score -143631.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -143667.125000 Penalty: 3356.602051
	Iteration 5Q: 3 clusters Score -143667.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -143700.890625 Penalty: 3356.602051
	Iteration 6Q: 3 clusters Score -143700.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -143740.203125 Penalty: 3356.602051
	Iteration 7Q: 3 clusters Score -143740.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -143806.140625 Penalty: 3356.602051
	Iteration 8Q: 3 clusters Score -143806.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -143851.046875 Penalty: 3356.602051
	Iteration 9Q: 3 clusters Score -143851 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -143874.828125 Penalty: 3356.602051
	Iteration 10Q: 3 clusters Score -143874.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -143898.031250 Penalty: 3356.602051
	Iteration 11Q: 3 clusters Score -143898 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -143916.953125 Penalty: 3356.602051
	Iteration 12Q: 3 clusters Score -143917 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -143934.937500 Penalty: 3356.602051
	Iteration 13Q: 3 clusters Score -143934.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -143955.750000 Penalty: 3356.602051
	Iteration 14Q: 3 clusters Score -143955.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -143961.437500 Penalty: 3356.602051
	Iteration 15Q: 3 clusters Score -143961.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -143969.109375 Penalty: 3356.602051
	Iteration 16Q: 3 clusters Score -143969.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -143973.984375 Penalty: 3356.602051
	Iteration 17Q: 3 clusters Score -143974 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -143973.984375 Penalty: 3356.602051
	Iteration 18F: 3 clusters Score -143974 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (25207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25207 members 
Entering Unmasked Estep 
Score: -5046365.500000 Penalty: 2513.449463
	Iteration 0F: 2 clusters Score -5046366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -5029422.000000 Penalty: 5026.898926
	Iteration 0F: 3 clusters Score -5029422 nChanged 11243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11622 members 
Mstep: Class 2 contains 13585 members 
Entering Unmasked Estep 
Score: -5035537.500000 Penalty: 5026.898926
	Iteration 1F: 3 clusters Score -5035538 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -5036061.500000 Penalty: 5026.898926
	Iteration 2F: 3 clusters Score -5036062 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10047 members 
Mstep: Class 2 contains 15160 members 
Entering Unmasked Estep 
Score: -5036661.500000 Penalty: 5026.898926
	Iteration 3F: 3 clusters Score -5036662 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8861 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -5037406.000000 Penalty: 5026.898926
	Iteration 4F: 3 clusters Score -5037406 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7430 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -5038262.500000 Penalty: 5026.898926
	Iteration 5F: 3 clusters Score -5038262 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -5039417.000000 Penalty: 5026.898926
	Iteration 6F: 3 clusters Score -5039417 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 21080 members 
Entering Unmasked Estep 
Score: -5040711.500000 Penalty: 5026.898926
	Iteration 7F: 3 clusters Score -5040712 nChanged 1514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -5041940.500000 Penalty: 5026.898926
	Iteration 8F: 3 clusters Score -5041940 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 23703 members 
Entering Unmasked Estep 
Score: -5042853.500000 Penalty: 5026.898926
	Iteration 9Q: 3 clusters Score -5042854 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -5043463.000000 Penalty: 5026.898926
	Iteration 10Q: 3 clusters Score -5043463 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 24685 members 
Entering Unmasked Estep 
Score: -5043785.000000 Penalty: 5026.898926
	Iteration 11Q: 3 clusters Score -5043785 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -5043911.000000 Penalty: 5026.898926
	Iteration 12Q: 3 clusters Score -5043911 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 24870 members 
Entering Unmasked Estep 
Score: -5043981.500000 Penalty: 5026.898926
	Iteration 13Q: 3 clusters Score -5043982 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 24903 members 
Entering Unmasked Estep 
Score: -5044033.000000 Penalty: 5026.898926
	Iteration 14Q: 3 clusters Score -5044033 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -5044050.500000 Penalty: 5026.898926
	Iteration 15Q: 3 clusters Score -5044050 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -5044062.500000 Penalty: 5026.898926
	Iteration 16Q: 3 clusters Score -5044062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24934 members 
Entering Unmasked Estep 
Score: -5044074.000000 Penalty: 5026.898926
	Iteration 17Q: 3 clusters Score -5044074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -5044089.500000 Penalty: 5026.898926
	Iteration 18Q: 3 clusters Score -5044090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -5044093.000000 Penalty: 5026.898926
	Iteration 19Q: 3 clusters Score -5044093 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 24954 members 
Entering Unmasked Estep 
Score: -5044101.500000 Penalty: 5026.898926
	Iteration 20F: 3 clusters Score -5044102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -5044109.000000 Penalty: 5026.898926
	Iteration 21Q: 3 clusters Score -5044109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -5044109.000000 Penalty: 5026.898926
	Iteration 22F: 3 clusters Score -5044109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (32877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32877 members 
Entering Unmasked Estep 
Score: -6556246.500000 Penalty: 2579.331055
	Iteration 0F: 2 clusters Score -6556246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16493 members 
Mstep: Class 2 contains 16384 members 
Entering Unmasked Estep 
Score: -6536194.000000 Penalty: 5158.662109
	Iteration 0F: 3 clusters Score -6536194 nChanged 14939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16934 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -6544234.500000 Penalty: 5158.662109
	Iteration 1F: 3 clusters Score -6544234 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 15569 members 
Entering Unmasked Estep 
Score: -6544741.000000 Penalty: 5158.662109
	Iteration 2Q: 3 clusters Score -6544741 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17870 members 
Mstep: Class 2 contains 15007 members 
Entering Unmasked Estep 
Score: -6545215.000000 Penalty: 5158.662109
	Iteration 3Q: 3 clusters Score -6545215 nChanged 1534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 14229 members 
Entering Unmasked Estep 
Score: -6545804.000000 Penalty: 5158.662109
	Iteration 4Q: 3 clusters Score -6545804 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19631 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -6546402.000000 Penalty: 5158.662109
	Iteration 5Q: 3 clusters Score -6546402 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 12005 members 
Entering Unmasked Estep 
Score: -6547101.000000 Penalty: 5158.662109
	Iteration 6F: 3 clusters Score -6547101 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 10535 members 
Entering Unmasked Estep 
Score: -6547860.500000 Penalty: 5158.662109
	Iteration 7F: 3 clusters Score -6547860 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24005 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -6548607.500000 Penalty: 5158.662109
	Iteration 8F: 3 clusters Score -6548608 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25879 members 
Mstep: Class 2 contains 6998 members 
Entering Unmasked Estep 
Score: -6549622.500000 Penalty: 5158.662109
	Iteration 9F: 3 clusters Score -6549622 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -6551189.500000 Penalty: 5158.662109
	Iteration 10F: 3 clusters Score -6551190 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29626 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -6552368.000000 Penalty: 5158.662109
	Iteration 11F: 3 clusters Score -6552368 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -6553192.000000 Penalty: 5158.662109
	Iteration 12Q: 3 clusters Score -6553192 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -6553616.500000 Penalty: 5158.662109
	Iteration 13Q: 3 clusters Score -6553616 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32303 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6553794.500000 Penalty: 5158.662109
	Iteration 14Q: 3 clusters Score -6553794 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6553943.500000 Penalty: 5158.662109
	Iteration 15Q: 3 clusters Score -6553944 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6553991.500000 Penalty: 5158.662109
	Iteration 16Q: 3 clusters Score -6553992 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32555 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6554035.500000 Penalty: 5158.662109
	Iteration 17Q: 3 clusters Score -6554036 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32575 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -6554075.500000 Penalty: 5158.662109
	Iteration 18Q: 3 clusters Score -6554076 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -6554080.500000 Penalty: 5158.662109
	Iteration 19Q: 3 clusters Score -6554080 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -6554078.500000 Penalty: 5158.662109
	Iteration 20F: 3 clusters Score -6554078 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -6554083.000000 Penalty: 5158.662109
	Iteration 21Q: 3 clusters Score -6554083 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -6554084.500000 Penalty: 5158.662109
	Iteration 22Q: 3 clusters Score -6554084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6554091.000000 Penalty: 5158.662109
	Iteration 23Q: 3 clusters Score -6554091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6554088.000000 Penalty: 5158.662109
	Iteration 24Q: 3 clusters Score -6554088 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6554088.000000 Penalty: 5158.662109
	Iteration 25F: 3 clusters Score -6554088 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -80723.734375 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -80723.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -79219.125000 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79219.12 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -79380.382812 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -79380.38 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79421.414062 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -79421.41 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -79426.929688 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -79426.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -79429.531250 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -79429.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -79429.531250 Penalty: 3067.337891
	Iteration 5F: 3 clusters Score -79429.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -53744.839844 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -53744.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52582.085938 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -52582.09 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -52970.121094 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -52970.12 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -53195.070312 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -53195.07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -53334.417969 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -53334.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -53398.351562 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -53398.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53417.078125 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -53417.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -53417.078125 Penalty: 2905.534668
	Iteration 6F: 3 clusters Score -53417.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -213282.937500 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -213282.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -211284.843750 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -211284.8 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -211742.328125 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -211742.3 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -212014.484375 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -212014.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -212159.390625 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -212159.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -212303.859375 Penalty: 3482.014648
	Iteration 4F: 3 clusters Score -212303.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -212413.812500 Penalty: 3482.014648
	Iteration 5Q: 3 clusters Score -212413.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -212511.953125 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -212512 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -212600.921875 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -212600.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -212650.218750 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -212650.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -212687.031250 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -212687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -212708.078125 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -212708.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -212719.906250 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -212719.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -212724.093750 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -212724.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -212725.984375 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -212726 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -212727.390625 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -212727.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -212727.390625 Penalty: 3482.014648
	Iteration 15F: 3 clusters Score -212727.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -102216.226562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -102216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -100573.812500 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -100573.8 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100765.851562 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -100765.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -100808.476562 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -100808.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100834.742188 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -100834.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -100852.421875 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -100852.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -100863.585938 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -100863.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100867.531250 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -100867.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -100869.234375 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -100869.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -100876.273438 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -100876.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -100879.351562 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -100879.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -100881.679688 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -100881.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -100882.546875 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -100882.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -100882.546875 Penalty: 3184.317383
	Iteration 12F: 3 clusters Score -100882.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -89970.000000 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -89970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88411.242188 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -88411.24 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -88620.320312 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -88620.32 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -88718.500000 Penalty: 3124.278809
	Iteration 2Q: 3 clusters Score -88718.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -88828.117188 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -88828.12 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88971.804688 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -88971.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -89044.851562 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -89044.85 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89082.375000 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -89082.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -89099.906250 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -89099.91 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89117.343750 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -89117.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -89133.367188 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -89133.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89146.234375 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -89146.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -89165.335938 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -89165.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89186.929688 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -89186.93 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89195.367188 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -89195.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -89198.687500 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -89198.69 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89200.921875 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -89200.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -89206.312500 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -89206.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89211.476562 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -89211.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -89213.703125 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -89213.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -89215.281250 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -89215.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -89215.281250 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -89215.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (19871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Entering Unmasked Estep 
Score: -3981374.250000 Penalty: 2454.460205
	Iteration 0F: 2 clusters Score -3981374 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -3967555.750000 Penalty: 4908.920410
	Iteration 0F: 3 clusters Score -3967556 nChanged 8719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 10438 members 
Entering Unmasked Estep 
Score: -3972238.250000 Penalty: 4908.920410
	Iteration 1F: 3 clusters Score -3972238 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 10678 members 
Entering Unmasked Estep 
Score: -3972646.250000 Penalty: 4908.920410
	Iteration 2F: 3 clusters Score -3972646 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 11000 members 
Entering Unmasked Estep 
Score: -3973034.250000 Penalty: 4908.920410
	Iteration 3Q: 3 clusters Score -3973034 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 11435 members 
Entering Unmasked Estep 
Score: -3973418.250000 Penalty: 4908.920410
	Iteration 4Q: 3 clusters Score -3973418 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7903 members 
Mstep: Class 2 contains 11968 members 
Entering Unmasked Estep 
Score: -3973794.000000 Penalty: 4908.920410
	Iteration 5Q: 3 clusters Score -3973794 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -3974181.250000 Penalty: 4908.920410
	Iteration 6Q: 3 clusters Score -3974181 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -3974638.000000 Penalty: 4908.920410
	Iteration 7Q: 3 clusters Score -3974638 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 14079 members 
Entering Unmasked Estep 
Score: -3975148.750000 Penalty: 4908.920410
	Iteration 8Q: 3 clusters Score -3975149 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -3975747.750000 Penalty: 4908.920410
	Iteration 9Q: 3 clusters Score -3975748 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -3976466.500000 Penalty: 4908.920410
	Iteration 10Q: 3 clusters Score -3976466 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3113 members 
Mstep: Class 2 contains 16758 members 
Entering Unmasked Estep 
Score: -3977124.500000 Penalty: 4908.920410
	Iteration 11Q: 3 clusters Score -3977124 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -3977636.000000 Penalty: 4908.920410
	Iteration 12Q: 3 clusters Score -3977636 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 18033 members 
Entering Unmasked Estep 
Score: -3978067.500000 Penalty: 4908.920410
	Iteration 13Q: 3 clusters Score -3978068 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 18457 members 
Entering Unmasked Estep 
Score: -3978392.000000 Penalty: 4908.920410
	Iteration 14Q: 3 clusters Score -3978392 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -3978657.250000 Penalty: 4908.920410
	Iteration 15Q: 3 clusters Score -3978657 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -3978803.250000 Penalty: 4908.920410
	Iteration 16Q: 3 clusters Score -3978803 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -3978908.750000 Penalty: 4908.920410
	Iteration 17Q: 3 clusters Score -3978909 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -3978999.750000 Penalty: 4908.920410
	Iteration 18Q: 3 clusters Score -3979000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 19253 members 
Entering Unmasked Estep 
Score: -3979053.250000 Penalty: 4908.920410
	Iteration 19Q: 3 clusters Score -3979053 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -3979087.500000 Penalty: 4908.920410
	Iteration 20F: 3 clusters Score -3979088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 19327 members 
Entering Unmasked Estep 
Score: -3979118.000000 Penalty: 4908.920410
	Iteration 21Q: 3 clusters Score -3979118 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -3979134.750000 Penalty: 4908.920410
	Iteration 22Q: 3 clusters Score -3979135 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 19371 members 
Entering Unmasked Estep 
Score: -3979162.500000 Penalty: 4908.920410
	Iteration 23Q: 3 clusters Score -3979162 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 19384 members 
Entering Unmasked Estep 
Score: -3979176.000000 Penalty: 4908.920410
	Iteration 24Q: 3 clusters Score -3979176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 19393 members 
Entering Unmasked Estep 
Score: -3979186.000000 Penalty: 4908.920410
	Iteration 25Q: 3 clusters Score -3979186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 19403 members 
Entering Unmasked Estep 
Score: -3979190.250000 Penalty: 4908.920410
	Iteration 26Q: 3 clusters Score -3979190 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -3979193.500000 Penalty: 4908.920410
	Iteration 27Q: 3 clusters Score -3979194 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 19414 members 
Entering Unmasked Estep 
Score: -3979197.750000 Penalty: 4908.920410
	Iteration 28Q: 3 clusters Score -3979198 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 19419 members 
Entering Unmasked Estep 
Score: -3979201.250000 Penalty: 4908.920410
	Iteration 29Q: 3 clusters Score -3979201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3979205.000000 Penalty: 4908.920410
	Iteration 30Q: 3 clusters Score -3979205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 19428 members 
Entering Unmasked Estep 
Score: -3979213.250000 Penalty: 4908.920410
	Iteration 31Q: 3 clusters Score -3979213 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -3979214.750000 Penalty: 4908.920410
	Iteration 32Q: 3 clusters Score -3979215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 19436 members 
Entering Unmasked Estep 
Score: -3979219.250000 Penalty: 4908.920410
	Iteration 33Q: 3 clusters Score -3979219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 19437 members 
Entering Unmasked Estep 
Score: -3979219.500000 Penalty: 4908.920410
	Iteration 34Q: 3 clusters Score -3979220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3979223.000000 Penalty: 4908.920410
	Iteration 35Q: 3 clusters Score -3979223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 19438 members 
Entering Unmasked Estep 
Score: -3979224.000000 Penalty: 4908.920410
	Iteration 36Q: 3 clusters Score -3979224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3979225.000000 Penalty: 4908.920410
	Iteration 37Q: 3 clusters Score -3979225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -3979225.000000 Penalty: 4908.920410
	Iteration 38F: 3 clusters Score -3979225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -81383.726562 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -81383.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79871.078125 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79871.08 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -80042.062500 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -80042.06 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80110.375000 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -80110.38 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80137.140625 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -80137.14 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80150.421875 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -80150.42 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80160.109375 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -80160.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80161.164062 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -80161.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80168.281250 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -80168.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -80168.281250 Penalty: 3067.337891
	Iteration 8F: 3 clusters Score -80168.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -73726.085938 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -73726.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72279.812500 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -72279.81 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72433.273438 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -72433.27 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -72496.867188 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -72496.87 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72535.343750 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -72535.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -72553.109375 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -72553.11 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -72569.789062 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -72569.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72571.492188 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -72571.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72571.492188 Penalty: 3051.755371
	Iteration 7F: 3 clusters Score -72571.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 28759 members 
Mstep: Class 3 contains 47490 members 
Mstep: Class 4 contains 4071 members 
Mstep: Class 5 contains 34167 members 
Mstep: Class 6 contains 34417 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47345 members 
Mstep: Class 9 contains 8146 members 
Mstep: Class 10 contains 26021 members 
Mstep: Class 11 contains 51923 members 
Mstep: Class 12 contains 70066 members 
Mstep: Class 13 contains 51495 members 
Mstep: Class 14 contains 4759 members 
Mstep: Class 15 contains 29291 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46218 members 
Mstep: Class 18 contains 45860 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23535 members 
Mstep: Class 22 contains 29880 members 
Mstep: Class 23 contains 18047 members 
Mstep: Class 24 contains 31955 members 
Mstep: Class 25 contains 4837 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47948 members 
Mstep: Class 28 contains 22372 members 
Mstep: Class 29 contains 27151 members 
Mstep: Class 30 contains 58663 members 
Mstep: Class 31 contains 53819 members 
Mstep: Class 32 contains 66783 members 
Mstep: Class 33 contains 20106 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40859 members 
Mstep: Class 36 contains 45762 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25207 members 
Mstep: Class 40 contains 32877 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19871 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958048.000000 Penalty: 165768.828125
Iteration 199Q: 49 clusters Score -2.07958e+08 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 47493 members 
Mstep: Class 4 contains 4080 members 
Mstep: Class 5 contains 34177 members 
Mstep: Class 6 contains 34389 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47378 members 
Mstep: Class 9 contains 8150 members 
Mstep: Class 10 contains 25990 members 
Mstep: Class 11 contains 51936 members 
Mstep: Class 12 contains 70073 members 
Mstep: Class 13 contains 51523 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 29305 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46226 members 
Mstep: Class 18 contains 45869 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23531 members 
Mstep: Class 22 contains 29889 members 
Mstep: Class 23 contains 18030 members 
Mstep: Class 24 contains 31956 members 
Mstep: Class 25 contains 4789 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47937 members 
Mstep: Class 28 contains 22374 members 
Mstep: Class 29 contains 27155 members 
Mstep: Class 30 contains 58662 members 
Mstep: Class 31 contains 53810 members 
Mstep: Class 32 contains 66790 members 
Mstep: Class 33 contains 20087 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40833 members 
Mstep: Class 36 contains 45773 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25253 members 
Mstep: Class 40 contains 32862 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19843 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958064.000000 Penalty: 165768.828125
Iteration 200F: 49 clusters Score -2.079581e+08 nChanged 2549
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 28812 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 4085 members 
Mstep: Class 5 contains 34188 members 
Mstep: Class 6 contains 34352 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47390 members 
Mstep: Class 9 contains 8150 members 
Mstep: Class 10 contains 25916 members 
Mstep: Class 11 contains 51922 members 
Mstep: Class 12 contains 70076 members 
Mstep: Class 13 contains 51549 members 
Mstep: Class 14 contains 4753 members 
Mstep: Class 15 contains 29318 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46267 members 
Mstep: Class 18 contains 45898 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23542 members 
Mstep: Class 22 contains 29897 members 
Mstep: Class 23 contains 18017 members 
Mstep: Class 24 contains 31947 members 
Mstep: Class 25 contains 4751 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47924 members 
Mstep: Class 28 contains 22378 members 
Mstep: Class 29 contains 27159 members 
Mstep: Class 30 contains 58687 members 
Mstep: Class 31 contains 53799 members 
Mstep: Class 32 contains 66808 members 
Mstep: Class 33 contains 20072 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40813 members 
Mstep: Class 36 contains 45749 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25310 members 
Mstep: Class 40 contains 32877 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19821 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958224.000000 Penalty: 165768.828125
Iteration 201Q: 49 clusters Score -2.079582e+08 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 28838 members 
Mstep: Class 3 contains 47459 members 
Mstep: Class 4 contains 4089 members 
Mstep: Class 5 contains 34201 members 
Mstep: Class 6 contains 34323 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47368 members 
Mstep: Class 9 contains 8152 members 
Mstep: Class 10 contains 25850 members 
Mstep: Class 11 contains 51892 members 
Mstep: Class 12 contains 70078 members 
Mstep: Class 13 contains 51556 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 29331 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46313 members 
Mstep: Class 18 contains 45935 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23565 members 
Mstep: Class 22 contains 29924 members 
Mstep: Class 23 contains 18003 members 
Mstep: Class 24 contains 31938 members 
Mstep: Class 25 contains 4722 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47944 members 
Mstep: Class 28 contains 22388 members 
Mstep: Class 29 contains 27156 members 
Mstep: Class 30 contains 58713 members 
Mstep: Class 31 contains 53808 members 
Mstep: Class 32 contains 66811 members 
Mstep: Class 33 contains 20058 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40787 members 
Mstep: Class 36 contains 45752 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 869 members 
Mstep: Class 39 contains 25377 members 
Mstep: Class 40 contains 32845 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19777 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958080.000000 Penalty: 165768.828125
Iteration 202Q: 49 clusters Score -2.079581e+08 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 28891 members 
Mstep: Class 3 contains 47466 members 
Mstep: Class 4 contains 4094 members 
Mstep: Class 5 contains 34193 members 
Mstep: Class 6 contains 34270 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47381 members 
Mstep: Class 9 contains 8152 members 
Mstep: Class 10 contains 25792 members 
Mstep: Class 11 contains 51884 members 
Mstep: Class 12 contains 70082 members 
Mstep: Class 13 contains 51567 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 29349 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46305 members 
Mstep: Class 18 contains 45948 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23571 members 
Mstep: Class 22 contains 29941 members 
Mstep: Class 23 contains 18002 members 
Mstep: Class 24 contains 31926 members 
Mstep: Class 25 contains 4687 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47983 members 
Mstep: Class 28 contains 22394 members 
Mstep: Class 29 contains 27163 members 
Mstep: Class 30 contains 58738 members 
Mstep: Class 31 contains 53805 members 
Mstep: Class 32 contains 66796 members 
Mstep: Class 33 contains 20048 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40784 members 
Mstep: Class 36 contains 45768 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 25431 members 
Mstep: Class 40 contains 32778 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19765 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957952.000000 Penalty: 165768.828125
Iteration 203Q: 49 clusters Score -2.07958e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 28967 members 
Mstep: Class 3 contains 47448 members 
Mstep: Class 4 contains 4096 members 
Mstep: Class 5 contains 34202 members 
Mstep: Class 6 contains 34227 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47388 members 
Mstep: Class 9 contains 8154 members 
Mstep: Class 10 contains 25715 members 
Mstep: Class 11 contains 51892 members 
Mstep: Class 12 contains 70072 members 
Mstep: Class 13 contains 51584 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 29358 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46308 members 
Mstep: Class 18 contains 45964 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23582 members 
Mstep: Class 22 contains 29948 members 
Mstep: Class 23 contains 18000 members 
Mstep: Class 24 contains 31911 members 
Mstep: Class 25 contains 4649 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48021 members 
Mstep: Class 28 contains 22399 members 
Mstep: Class 29 contains 27170 members 
Mstep: Class 30 contains 58763 members 
Mstep: Class 31 contains 53807 members 
Mstep: Class 32 contains 66774 members 
Mstep: Class 33 contains 20032 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40800 members 
Mstep: Class 36 contains 45772 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 25505 members 
Mstep: Class 40 contains 32698 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19749 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958416.000000 Penalty: 165768.828125
Iteration 204Q: 49 clusters Score -2.079584e+08 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 29031 members 
Mstep: Class 3 contains 47448 members 
Mstep: Class 4 contains 4098 members 
Mstep: Class 5 contains 34225 members 
Mstep: Class 6 contains 34192 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47386 members 
Mstep: Class 9 contains 8158 members 
Mstep: Class 10 contains 25611 members 
Mstep: Class 11 contains 51897 members 
Mstep: Class 12 contains 70076 members 
Mstep: Class 13 contains 51602 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 29373 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46313 members 
Mstep: Class 18 contains 45963 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23616 members 
Mstep: Class 22 contains 29953 members 
Mstep: Class 23 contains 17993 members 
Mstep: Class 24 contains 31894 members 
Mstep: Class 25 contains 4619 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48031 members 
Mstep: Class 28 contains 22394 members 
Mstep: Class 29 contains 27182 members 
Mstep: Class 30 contains 58799 members 
Mstep: Class 31 contains 53819 members 
Mstep: Class 32 contains 66754 members 
Mstep: Class 33 contains 20019 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40799 members 
Mstep: Class 36 contains 45753 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 25563 members 
Mstep: Class 40 contains 32668 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19723 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958240.000000 Penalty: 165768.828125
Iteration 205Q: 49 clusters Score -2.079582e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 29109 members 
Mstep: Class 3 contains 47420 members 
Mstep: Class 4 contains 4100 members 
Mstep: Class 5 contains 34234 members 
Mstep: Class 6 contains 34142 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47381 members 
Mstep: Class 9 contains 8161 members 
Mstep: Class 10 contains 25499 members 
Mstep: Class 11 contains 51892 members 
Mstep: Class 12 contains 70081 members 
Mstep: Class 13 contains 51609 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 29387 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46305 members 
Mstep: Class 18 contains 45960 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23652 members 
Mstep: Class 22 contains 29971 members 
Mstep: Class 23 contains 17987 members 
Mstep: Class 24 contains 31879 members 
Mstep: Class 25 contains 4594 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48058 members 
Mstep: Class 28 contains 22389 members 
Mstep: Class 29 contains 27198 members 
Mstep: Class 30 contains 58859 members 
Mstep: Class 31 contains 53784 members 
Mstep: Class 32 contains 66755 members 
Mstep: Class 33 contains 20003 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40802 members 
Mstep: Class 36 contains 45782 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 25634 members 
Mstep: Class 40 contains 32633 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19691 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958352.000000 Penalty: 165768.828125
Iteration 206Q: 49 clusters Score -2.079584e+08 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 29176 members 
Mstep: Class 3 contains 47412 members 
Mstep: Class 4 contains 4105 members 
Mstep: Class 5 contains 34237 members 
Mstep: Class 6 contains 34098 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47382 members 
Mstep: Class 9 contains 8165 members 
Mstep: Class 10 contains 25422 members 
Mstep: Class 11 contains 51877 members 
Mstep: Class 12 contains 70071 members 
Mstep: Class 13 contains 51614 members 
Mstep: Class 14 contains 4749 members 
Mstep: Class 15 contains 29397 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46321 members 
Mstep: Class 18 contains 45967 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23678 members 
Mstep: Class 22 contains 29968 members 
Mstep: Class 23 contains 17973 members 
Mstep: Class 24 contains 31866 members 
Mstep: Class 25 contains 4567 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48113 members 
Mstep: Class 28 contains 22385 members 
Mstep: Class 29 contains 27213 members 
Mstep: Class 30 contains 58918 members 
Mstep: Class 31 contains 53776 members 
Mstep: Class 32 contains 66714 members 
Mstep: Class 33 contains 19988 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40798 members 
Mstep: Class 36 contains 45814 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 25729 members 
Mstep: Class 40 contains 32542 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19667 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958800.000000 Penalty: 165768.828125
Iteration 207Q: 49 clusters Score -2.079588e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 29225 members 
Mstep: Class 3 contains 47394 members 
Mstep: Class 4 contains 4110 members 
Mstep: Class 5 contains 34240 members 
Mstep: Class 6 contains 34045 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47410 members 
Mstep: Class 9 contains 8171 members 
Mstep: Class 10 contains 25344 members 
Mstep: Class 11 contains 51844 members 
Mstep: Class 12 contains 70068 members 
Mstep: Class 13 contains 51633 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 29420 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46311 members 
Mstep: Class 18 contains 45965 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23697 members 
Mstep: Class 22 contains 29979 members 
Mstep: Class 23 contains 17961 members 
Mstep: Class 24 contains 31853 members 
Mstep: Class 25 contains 4535 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48172 members 
Mstep: Class 28 contains 22383 members 
Mstep: Class 29 contains 27231 members 
Mstep: Class 30 contains 58981 members 
Mstep: Class 31 contains 53760 members 
Mstep: Class 32 contains 66696 members 
Mstep: Class 33 contains 19974 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40794 members 
Mstep: Class 36 contains 45843 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 25816 members 
Mstep: Class 40 contains 32469 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19635 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958192.000000 Penalty: 165768.828125
Iteration 208Q: 49 clusters Score -2.079582e+08 nChanged 2581
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 29275 members 
Mstep: Class 3 contains 47402 members 
Mstep: Class 4 contains 4111 members 
Mstep: Class 5 contains 34231 members 
Mstep: Class 6 contains 34020 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47414 members 
Mstep: Class 9 contains 8173 members 
Mstep: Class 10 contains 25229 members 
Mstep: Class 11 contains 51848 members 
Mstep: Class 12 contains 70035 members 
Mstep: Class 13 contains 51660 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 29449 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46355 members 
Mstep: Class 18 contains 45970 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23721 members 
Mstep: Class 22 contains 29976 members 
Mstep: Class 23 contains 17955 members 
Mstep: Class 24 contains 31845 members 
Mstep: Class 25 contains 4493 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48196 members 
Mstep: Class 28 contains 22375 members 
Mstep: Class 29 contains 27245 members 
Mstep: Class 30 contains 59036 members 
Mstep: Class 31 contains 53742 members 
Mstep: Class 32 contains 66670 members 
Mstep: Class 33 contains 19968 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40776 members 
Mstep: Class 36 contains 45849 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 25885 members 
Mstep: Class 40 contains 32434 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19623 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958224.000000 Penalty: 165768.828125
Iteration 209Q: 49 clusters Score -2.079582e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 29317 members 
Mstep: Class 3 contains 47404 members 
Mstep: Class 4 contains 4112 members 
Mstep: Class 5 contains 34217 members 
Mstep: Class 6 contains 33995 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47425 members 
Mstep: Class 9 contains 8177 members 
Mstep: Class 10 contains 25106 members 
Mstep: Class 11 contains 51832 members 
Mstep: Class 12 contains 70012 members 
Mstep: Class 13 contains 51674 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 29476 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46371 members 
Mstep: Class 18 contains 45980 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23758 members 
Mstep: Class 22 contains 29969 members 
Mstep: Class 23 contains 17949 members 
Mstep: Class 24 contains 31843 members 
Mstep: Class 25 contains 4464 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48219 members 
Mstep: Class 28 contains 22363 members 
Mstep: Class 29 contains 27255 members 
Mstep: Class 30 contains 59108 members 
Mstep: Class 31 contains 53725 members 
Mstep: Class 32 contains 66660 members 
Mstep: Class 33 contains 19957 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40752 members 
Mstep: Class 36 contains 45860 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 25966 members 
Mstep: Class 40 contains 32397 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19619 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958144.000000 Penalty: 165768.828125
Iteration 210Q: 49 clusters Score -2.079581e+08 nChanged 2617
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 29371 members 
Mstep: Class 3 contains 47391 members 
Mstep: Class 4 contains 4115 members 
Mstep: Class 5 contains 34192 members 
Mstep: Class 6 contains 33967 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47462 members 
Mstep: Class 9 contains 8178 members 
Mstep: Class 10 contains 24973 members 
Mstep: Class 11 contains 51814 members 
Mstep: Class 12 contains 69999 members 
Mstep: Class 13 contains 51682 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 29492 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46388 members 
Mstep: Class 18 contains 45994 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23794 members 
Mstep: Class 22 contains 29972 members 
Mstep: Class 23 contains 17941 members 
Mstep: Class 24 contains 31836 members 
Mstep: Class 25 contains 4430 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48241 members 
Mstep: Class 28 contains 22357 members 
Mstep: Class 29 contains 27259 members 
Mstep: Class 30 contains 59184 members 
Mstep: Class 31 contains 53715 members 
Mstep: Class 32 contains 66643 members 
Mstep: Class 33 contains 19950 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40734 members 
Mstep: Class 36 contains 45887 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 26019 members 
Mstep: Class 40 contains 32348 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19635 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958128.000000 Penalty: 165768.828125
Iteration 211Q: 49 clusters Score -2.079581e+08 nChanged 2594
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 29472 members 
Mstep: Class 3 contains 47393 members 
Mstep: Class 4 contains 4118 members 
Mstep: Class 5 contains 34197 members 
Mstep: Class 6 contains 33937 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47473 members 
Mstep: Class 9 contains 8181 members 
Mstep: Class 10 contains 24856 members 
Mstep: Class 11 contains 51809 members 
Mstep: Class 12 contains 69992 members 
Mstep: Class 13 contains 51688 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 29511 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46410 members 
Mstep: Class 18 contains 46023 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23810 members 
Mstep: Class 22 contains 29965 members 
Mstep: Class 23 contains 17930 members 
Mstep: Class 24 contains 31816 members 
Mstep: Class 25 contains 4394 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48264 members 
Mstep: Class 28 contains 22351 members 
Mstep: Class 29 contains 27242 members 
Mstep: Class 30 contains 59223 members 
Mstep: Class 31 contains 53696 members 
Mstep: Class 32 contains 66638 members 
Mstep: Class 33 contains 19938 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40720 members 
Mstep: Class 36 contains 45902 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 870 members 
Mstep: Class 39 contains 26081 members 
Mstep: Class 40 contains 32293 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19639 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958304.000000 Penalty: 165768.828125
Iteration 212Q: 49 clusters Score -2.079583e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 29539 members 
Mstep: Class 3 contains 47404 members 
Mstep: Class 4 contains 4124 members 
Mstep: Class 5 contains 34194 members 
Mstep: Class 6 contains 33890 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47476 members 
Mstep: Class 9 contains 8182 members 
Mstep: Class 10 contains 24766 members 
Mstep: Class 11 contains 51809 members 
Mstep: Class 12 contains 70019 members 
Mstep: Class 13 contains 51699 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 29527 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46414 members 
Mstep: Class 18 contains 46021 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23836 members 
Mstep: Class 22 contains 29963 members 
Mstep: Class 23 contains 17918 members 
Mstep: Class 24 contains 31797 members 
Mstep: Class 25 contains 4365 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48288 members 
Mstep: Class 28 contains 22347 members 
Mstep: Class 29 contains 27252 members 
Mstep: Class 30 contains 59254 members 
Mstep: Class 31 contains 53677 members 
Mstep: Class 32 contains 66637 members 
Mstep: Class 33 contains 19918 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40695 members 
Mstep: Class 36 contains 45918 members 
Mstep: Class 37 contains 1674 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 26143 members 
Mstep: Class 40 contains 32235 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19654 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958080.000000 Penalty: 165768.828125
Iteration 213Q: 49 clusters Score -2.079581e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 29629 members 
Mstep: Class 3 contains 47438 members 
Mstep: Class 4 contains 4128 members 
Mstep: Class 5 contains 34194 members 
Mstep: Class 6 contains 33833 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47484 members 
Mstep: Class 9 contains 8182 members 
Mstep: Class 10 contains 24709 members 
Mstep: Class 11 contains 51834 members 
Mstep: Class 12 contains 70052 members 
Mstep: Class 13 contains 51706 members 
Mstep: Class 14 contains 4745 members 
Mstep: Class 15 contains 29528 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46422 members 
Mstep: Class 18 contains 46026 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23824 members 
Mstep: Class 22 contains 29965 members 
Mstep: Class 23 contains 17906 members 
Mstep: Class 24 contains 31785 members 
Mstep: Class 25 contains 4337 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48305 members 
Mstep: Class 28 contains 22348 members 
Mstep: Class 29 contains 27272 members 
Mstep: Class 30 contains 59260 members 
Mstep: Class 31 contains 53665 members 
Mstep: Class 32 contains 66614 members 
Mstep: Class 33 contains 19891 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40677 members 
Mstep: Class 36 contains 45897 members 
Mstep: Class 37 contains 1674 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 26207 members 
Mstep: Class 40 contains 32153 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19689 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958304.000000 Penalty: 165768.828125
Iteration 214Q: 49 clusters Score -2.079583e+08 nChanged 2783
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 29730 members 
Mstep: Class 3 contains 47439 members 
Mstep: Class 4 contains 4132 members 
Mstep: Class 5 contains 34168 members 
Mstep: Class 6 contains 33787 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47473 members 
Mstep: Class 9 contains 8186 members 
Mstep: Class 10 contains 24640 members 
Mstep: Class 11 contains 51826 members 
Mstep: Class 12 contains 70057 members 
Mstep: Class 13 contains 51739 members 
Mstep: Class 14 contains 4746 members 
Mstep: Class 15 contains 29521 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46424 members 
Mstep: Class 18 contains 46045 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23810 members 
Mstep: Class 22 contains 29974 members 
Mstep: Class 23 contains 17894 members 
Mstep: Class 24 contains 31767 members 
Mstep: Class 25 contains 4319 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48331 members 
Mstep: Class 28 contains 22345 members 
Mstep: Class 29 contains 27269 members 
Mstep: Class 30 contains 59281 members 
Mstep: Class 31 contains 53667 members 
Mstep: Class 32 contains 66614 members 
Mstep: Class 33 contains 19872 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40687 members 
Mstep: Class 36 contains 45874 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 26303 members 
Mstep: Class 40 contains 32022 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19761 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958176.000000 Penalty: 165768.828125
Iteration 215Q: 49 clusters Score -2.079582e+08 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 29809 members 
Mstep: Class 3 contains 47428 members 
Mstep: Class 4 contains 4138 members 
Mstep: Class 5 contains 34156 members 
Mstep: Class 6 contains 33764 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47483 members 
Mstep: Class 9 contains 8184 members 
Mstep: Class 10 contains 24566 members 
Mstep: Class 11 contains 51822 members 
Mstep: Class 12 contains 70072 members 
Mstep: Class 13 contains 51764 members 
Mstep: Class 14 contains 4744 members 
Mstep: Class 15 contains 29523 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46431 members 
Mstep: Class 18 contains 46089 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23746 members 
Mstep: Class 22 contains 30002 members 
Mstep: Class 23 contains 17892 members 
Mstep: Class 24 contains 31755 members 
Mstep: Class 25 contains 4296 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48329 members 
Mstep: Class 28 contains 22340 members 
Mstep: Class 29 contains 27270 members 
Mstep: Class 30 contains 59306 members 
Mstep: Class 31 contains 53631 members 
Mstep: Class 32 contains 66596 members 
Mstep: Class 33 contains 19862 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40684 members 
Mstep: Class 36 contains 45847 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 26397 members 
Mstep: Class 40 contains 31922 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19856 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958096.000000 Penalty: 165768.828125
Iteration 216Q: 49 clusters Score -2.079581e+08 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 29876 members 
Mstep: Class 3 contains 47457 members 
Mstep: Class 4 contains 4142 members 
Mstep: Class 5 contains 34137 members 
Mstep: Class 6 contains 33758 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47486 members 
Mstep: Class 9 contains 8186 members 
Mstep: Class 10 contains 24497 members 
Mstep: Class 11 contains 51831 members 
Mstep: Class 12 contains 70078 members 
Mstep: Class 13 contains 51784 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 29515 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46434 members 
Mstep: Class 18 contains 46090 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23682 members 
Mstep: Class 22 contains 30012 members 
Mstep: Class 23 contains 17884 members 
Mstep: Class 24 contains 31749 members 
Mstep: Class 25 contains 4272 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48316 members 
Mstep: Class 28 contains 22342 members 
Mstep: Class 29 contains 27268 members 
Mstep: Class 30 contains 59308 members 
Mstep: Class 31 contains 53638 members 
Mstep: Class 32 contains 66592 members 
Mstep: Class 33 contains 19847 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40674 members 
Mstep: Class 36 contains 45817 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 26510 members 
Mstep: Class 40 contains 31848 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19925 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957456.000000 Penalty: 165768.828125
Iteration 217Q: 49 clusters Score -2.079575e+08 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 29939 members 
Mstep: Class 3 contains 47475 members 
Mstep: Class 4 contains 4149 members 
Mstep: Class 5 contains 34129 members 
Mstep: Class 6 contains 33756 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47458 members 
Mstep: Class 9 contains 8188 members 
Mstep: Class 10 contains 24470 members 
Mstep: Class 11 contains 51838 members 
Mstep: Class 12 contains 70083 members 
Mstep: Class 13 contains 51823 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 29500 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46425 members 
Mstep: Class 18 contains 46105 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23621 members 
Mstep: Class 22 contains 30025 members 
Mstep: Class 23 contains 17869 members 
Mstep: Class 24 contains 31739 members 
Mstep: Class 25 contains 4248 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48328 members 
Mstep: Class 28 contains 22347 members 
Mstep: Class 29 contains 27267 members 
Mstep: Class 30 contains 59307 members 
Mstep: Class 31 contains 53660 members 
Mstep: Class 32 contains 66578 members 
Mstep: Class 33 contains 19827 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40670 members 
Mstep: Class 36 contains 45804 members 
Mstep: Class 37 contains 1674 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 26603 members 
Mstep: Class 40 contains 31756 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 19971 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957984.000000 Penalty: 165768.828125
Iteration 218Q: 49 clusters Score -2.07958e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 30013 members 
Mstep: Class 3 contains 47471 members 
Mstep: Class 4 contains 4153 members 
Mstep: Class 5 contains 34123 members 
Mstep: Class 6 contains 33762 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47432 members 
Mstep: Class 9 contains 8190 members 
Mstep: Class 10 contains 24458 members 
Mstep: Class 11 contains 51841 members 
Mstep: Class 12 contains 70067 members 
Mstep: Class 13 contains 51842 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 29492 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46405 members 
Mstep: Class 18 contains 46104 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23593 members 
Mstep: Class 22 contains 30047 members 
Mstep: Class 23 contains 17859 members 
Mstep: Class 24 contains 31716 members 
Mstep: Class 25 contains 4219 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48360 members 
Mstep: Class 28 contains 22349 members 
Mstep: Class 29 contains 27273 members 
Mstep: Class 30 contains 59334 members 
Mstep: Class 31 contains 53659 members 
Mstep: Class 32 contains 66574 members 
Mstep: Class 33 contains 19811 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40661 members 
Mstep: Class 36 contains 45807 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 26690 members 
Mstep: Class 40 contains 31631 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20021 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958048.000000 Penalty: 165768.828125
Iteration 219Q: 49 clusters Score -2.07958e+08 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 30069 members 
Mstep: Class 3 contains 47468 members 
Mstep: Class 4 contains 4157 members 
Mstep: Class 5 contains 34122 members 
Mstep: Class 6 contains 33754 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47430 members 
Mstep: Class 9 contains 8192 members 
Mstep: Class 10 contains 24418 members 
Mstep: Class 11 contains 51823 members 
Mstep: Class 12 contains 70051 members 
Mstep: Class 13 contains 51886 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 29486 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46392 members 
Mstep: Class 18 contains 46112 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23541 members 
Mstep: Class 22 contains 30090 members 
Mstep: Class 23 contains 17850 members 
Mstep: Class 24 contains 31706 members 
Mstep: Class 25 contains 4192 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48365 members 
Mstep: Class 28 contains 22353 members 
Mstep: Class 29 contains 27266 members 
Mstep: Class 30 contains 59345 members 
Mstep: Class 31 contains 53669 members 
Mstep: Class 32 contains 66565 members 
Mstep: Class 33 contains 19793 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40653 members 
Mstep: Class 36 contains 45814 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 26812 members 
Mstep: Class 40 contains 31503 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20078 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958064.000000 Penalty: 165768.828125
Iteration 220F: 49 clusters Score -2.079581e+08 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 30133 members 
Mstep: Class 3 contains 47477 members 
Mstep: Class 4 contains 4165 members 
Mstep: Class 5 contains 34122 members 
Mstep: Class 6 contains 33741 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47392 members 
Mstep: Class 9 contains 8192 members 
Mstep: Class 10 contains 24381 members 
Mstep: Class 11 contains 51815 members 
Mstep: Class 12 contains 70049 members 
Mstep: Class 13 contains 51918 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 29494 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46389 members 
Mstep: Class 18 contains 46105 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23479 members 
Mstep: Class 22 contains 30137 members 
Mstep: Class 23 contains 17836 members 
Mstep: Class 24 contains 31693 members 
Mstep: Class 25 contains 4166 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48384 members 
Mstep: Class 28 contains 22365 members 
Mstep: Class 29 contains 27247 members 
Mstep: Class 30 contains 59355 members 
Mstep: Class 31 contains 53684 members 
Mstep: Class 32 contains 66565 members 
Mstep: Class 33 contains 19782 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40644 members 
Mstep: Class 36 contains 45823 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 26884 members 
Mstep: Class 40 contains 31384 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20154 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958528.000000 Penalty: 165768.828125
Iteration 221Q: 49 clusters Score -2.079585e+08 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 30209 members 
Mstep: Class 3 contains 47491 members 
Mstep: Class 4 contains 4174 members 
Mstep: Class 5 contains 34116 members 
Mstep: Class 6 contains 33712 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47357 members 
Mstep: Class 9 contains 8193 members 
Mstep: Class 10 contains 24364 members 
Mstep: Class 11 contains 51797 members 
Mstep: Class 12 contains 70040 members 
Mstep: Class 13 contains 51966 members 
Mstep: Class 14 contains 4749 members 
Mstep: Class 15 contains 29480 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46382 members 
Mstep: Class 18 contains 46091 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23415 members 
Mstep: Class 22 contains 30189 members 
Mstep: Class 23 contains 17826 members 
Mstep: Class 24 contains 31669 members 
Mstep: Class 25 contains 4142 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48395 members 
Mstep: Class 28 contains 22371 members 
Mstep: Class 29 contains 27238 members 
Mstep: Class 30 contains 59338 members 
Mstep: Class 31 contains 53709 members 
Mstep: Class 32 contains 66579 members 
Mstep: Class 33 contains 19762 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40648 members 
Mstep: Class 36 contains 45821 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 26967 members 
Mstep: Class 40 contains 31274 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20238 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958768.000000 Penalty: 165768.828125
Iteration 222Q: 49 clusters Score -2.079588e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 30293 members 
Mstep: Class 3 contains 47482 members 
Mstep: Class 4 contains 4180 members 
Mstep: Class 5 contains 34108 members 
Mstep: Class 6 contains 33677 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47330 members 
Mstep: Class 9 contains 8196 members 
Mstep: Class 10 contains 24360 members 
Mstep: Class 11 contains 51803 members 
Mstep: Class 12 contains 70027 members 
Mstep: Class 13 contains 52020 members 
Mstep: Class 14 contains 4750 members 
Mstep: Class 15 contains 29484 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46407 members 
Mstep: Class 18 contains 46078 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23372 members 
Mstep: Class 22 contains 30245 members 
Mstep: Class 23 contains 17814 members 
Mstep: Class 24 contains 31658 members 
Mstep: Class 25 contains 4121 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48414 members 
Mstep: Class 28 contains 22372 members 
Mstep: Class 29 contains 27228 members 
Mstep: Class 30 contains 59320 members 
Mstep: Class 31 contains 53712 members 
Mstep: Class 32 contains 66573 members 
Mstep: Class 33 contains 19747 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40641 members 
Mstep: Class 36 contains 45833 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27034 members 
Mstep: Class 40 contains 31087 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20337 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958864.000000 Penalty: 165768.828125
Iteration 223Q: 49 clusters Score -2.079589e+08 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 30372 members 
Mstep: Class 3 contains 47476 members 
Mstep: Class 4 contains 4184 members 
Mstep: Class 5 contains 34107 members 
Mstep: Class 6 contains 33639 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47326 members 
Mstep: Class 9 contains 8197 members 
Mstep: Class 10 contains 24340 members 
Mstep: Class 11 contains 51812 members 
Mstep: Class 12 contains 70039 members 
Mstep: Class 13 contains 52061 members 
Mstep: Class 14 contains 4747 members 
Mstep: Class 15 contains 29502 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46440 members 
Mstep: Class 18 contains 46047 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23356 members 
Mstep: Class 22 contains 30300 members 
Mstep: Class 23 contains 17810 members 
Mstep: Class 24 contains 31649 members 
Mstep: Class 25 contains 4117 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48389 members 
Mstep: Class 28 contains 22366 members 
Mstep: Class 29 contains 27222 members 
Mstep: Class 30 contains 59310 members 
Mstep: Class 31 contains 53706 members 
Mstep: Class 32 contains 66586 members 
Mstep: Class 33 contains 19724 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40628 members 
Mstep: Class 36 contains 45844 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27065 members 
Mstep: Class 40 contains 30889 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20453 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958688.000000 Penalty: 165768.828125
Iteration 224Q: 49 clusters Score -2.079587e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 30444 members 
Mstep: Class 3 contains 47464 members 
Mstep: Class 4 contains 4188 members 
Mstep: Class 5 contains 34093 members 
Mstep: Class 6 contains 33586 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47303 members 
Mstep: Class 9 contains 8197 members 
Mstep: Class 10 contains 24273 members 
Mstep: Class 11 contains 51834 members 
Mstep: Class 12 contains 70032 members 
Mstep: Class 13 contains 52119 members 
Mstep: Class 14 contains 4749 members 
Mstep: Class 15 contains 29498 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46475 members 
Mstep: Class 18 contains 46022 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23353 members 
Mstep: Class 22 contains 30381 members 
Mstep: Class 23 contains 17798 members 
Mstep: Class 24 contains 31646 members 
Mstep: Class 25 contains 4100 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48377 members 
Mstep: Class 28 contains 22366 members 
Mstep: Class 29 contains 27194 members 
Mstep: Class 30 contains 59294 members 
Mstep: Class 31 contains 53697 members 
Mstep: Class 32 contains 66572 members 
Mstep: Class 33 contains 19700 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40633 members 
Mstep: Class 36 contains 45905 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27111 members 
Mstep: Class 40 contains 30736 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20563 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958816.000000 Penalty: 165768.828125
Iteration 225Q: 49 clusters Score -2.079588e+08 nChanged 2975
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 30468 members 
Mstep: Class 3 contains 47478 members 
Mstep: Class 4 contains 4193 members 
Mstep: Class 5 contains 34067 members 
Mstep: Class 6 contains 33563 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47309 members 
Mstep: Class 9 contains 8198 members 
Mstep: Class 10 contains 24190 members 
Mstep: Class 11 contains 51846 members 
Mstep: Class 12 contains 70031 members 
Mstep: Class 13 contains 52204 members 
Mstep: Class 14 contains 4752 members 
Mstep: Class 15 contains 29495 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46502 members 
Mstep: Class 18 contains 46011 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23315 members 
Mstep: Class 22 contains 30435 members 
Mstep: Class 23 contains 17795 members 
Mstep: Class 24 contains 31640 members 
Mstep: Class 25 contains 4086 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48340 members 
Mstep: Class 28 contains 22355 members 
Mstep: Class 29 contains 27188 members 
Mstep: Class 30 contains 59274 members 
Mstep: Class 31 contains 53669 members 
Mstep: Class 32 contains 66544 members 
Mstep: Class 33 contains 19675 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40640 members 
Mstep: Class 36 contains 45954 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27176 members 
Mstep: Class 40 contains 30621 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20687 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959184.000000 Penalty: 165768.828125
Iteration 226Q: 49 clusters Score -2.079592e+08 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 30472 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 4196 members 
Mstep: Class 5 contains 34041 members 
Mstep: Class 6 contains 33519 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47308 members 
Mstep: Class 9 contains 8198 members 
Mstep: Class 10 contains 24113 members 
Mstep: Class 11 contains 51853 members 
Mstep: Class 12 contains 70041 members 
Mstep: Class 13 contains 52279 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 29492 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46524 members 
Mstep: Class 18 contains 46002 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23280 members 
Mstep: Class 22 contains 30485 members 
Mstep: Class 23 contains 17795 members 
Mstep: Class 24 contains 31641 members 
Mstep: Class 25 contains 4072 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48317 members 
Mstep: Class 28 contains 22345 members 
Mstep: Class 29 contains 27188 members 
Mstep: Class 30 contains 59257 members 
Mstep: Class 31 contains 53645 members 
Mstep: Class 32 contains 66527 members 
Mstep: Class 33 contains 19658 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40632 members 
Mstep: Class 36 contains 45986 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27236 members 
Mstep: Class 40 contains 30532 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20804 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959520.000000 Penalty: 165768.828125
Iteration 227Q: 49 clusters Score -2.079595e+08 nChanged 3120
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 30479 members 
Mstep: Class 3 contains 47530 members 
Mstep: Class 4 contains 4203 members 
Mstep: Class 5 contains 34005 members 
Mstep: Class 6 contains 33465 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47291 members 
Mstep: Class 9 contains 8202 members 
Mstep: Class 10 contains 24026 members 
Mstep: Class 11 contains 51859 members 
Mstep: Class 12 contains 70050 members 
Mstep: Class 13 contains 52342 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 29483 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46563 members 
Mstep: Class 18 contains 46005 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23241 members 
Mstep: Class 22 contains 30545 members 
Mstep: Class 23 contains 17792 members 
Mstep: Class 24 contains 31634 members 
Mstep: Class 25 contains 4047 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48299 members 
Mstep: Class 28 contains 22339 members 
Mstep: Class 29 contains 27182 members 
Mstep: Class 30 contains 59252 members 
Mstep: Class 31 contains 53642 members 
Mstep: Class 32 contains 66520 members 
Mstep: Class 33 contains 19645 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40616 members 
Mstep: Class 36 contains 45992 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27333 members 
Mstep: Class 40 contains 30440 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 20925 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959312.000000 Penalty: 165768.828125
Iteration 228Q: 49 clusters Score -2.079593e+08 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 30467 members 
Mstep: Class 3 contains 47509 members 
Mstep: Class 4 contains 4208 members 
Mstep: Class 5 contains 33983 members 
Mstep: Class 6 contains 33408 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47309 members 
Mstep: Class 9 contains 8202 members 
Mstep: Class 10 contains 23938 members 
Mstep: Class 11 contains 51882 members 
Mstep: Class 12 contains 70062 members 
Mstep: Class 13 contains 52397 members 
Mstep: Class 14 contains 4756 members 
Mstep: Class 15 contains 29488 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46569 members 
Mstep: Class 18 contains 46029 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23241 members 
Mstep: Class 22 contains 30600 members 
Mstep: Class 23 contains 17794 members 
Mstep: Class 24 contains 31631 members 
Mstep: Class 25 contains 4007 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48326 members 
Mstep: Class 28 contains 22337 members 
Mstep: Class 29 contains 27157 members 
Mstep: Class 30 contains 59243 members 
Mstep: Class 31 contains 53615 members 
Mstep: Class 32 contains 66516 members 
Mstep: Class 33 contains 19631 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40615 members 
Mstep: Class 36 contains 45973 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27411 members 
Mstep: Class 40 contains 30354 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21043 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959520.000000 Penalty: 165768.828125
Iteration 229Q: 49 clusters Score -2.079595e+08 nChanged 2938
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 30437 members 
Mstep: Class 3 contains 47510 members 
Mstep: Class 4 contains 4209 members 
Mstep: Class 5 contains 33961 members 
Mstep: Class 6 contains 33363 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47324 members 
Mstep: Class 9 contains 8201 members 
Mstep: Class 10 contains 23851 members 
Mstep: Class 11 contains 51903 members 
Mstep: Class 12 contains 70085 members 
Mstep: Class 13 contains 52437 members 
Mstep: Class 14 contains 4763 members 
Mstep: Class 15 contains 29471 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46590 members 
Mstep: Class 18 contains 46039 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23247 members 
Mstep: Class 22 contains 30669 members 
Mstep: Class 23 contains 17801 members 
Mstep: Class 24 contains 31621 members 
Mstep: Class 25 contains 3988 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48313 members 
Mstep: Class 28 contains 22332 members 
Mstep: Class 29 contains 27143 members 
Mstep: Class 30 contains 59238 members 
Mstep: Class 31 contains 53567 members 
Mstep: Class 32 contains 66522 members 
Mstep: Class 33 contains 19622 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40614 members 
Mstep: Class 36 contains 45968 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27474 members 
Mstep: Class 40 contains 30301 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21138 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959600.000000 Penalty: 165768.828125
Iteration 230Q: 49 clusters Score -2.079596e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 30388 members 
Mstep: Class 3 contains 47512 members 
Mstep: Class 4 contains 4213 members 
Mstep: Class 5 contains 33949 members 
Mstep: Class 6 contains 33305 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47352 members 
Mstep: Class 9 contains 8198 members 
Mstep: Class 10 contains 23757 members 
Mstep: Class 11 contains 51899 members 
Mstep: Class 12 contains 70092 members 
Mstep: Class 13 contains 52469 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 29461 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46563 members 
Mstep: Class 18 contains 46028 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23230 members 
Mstep: Class 22 contains 30722 members 
Mstep: Class 23 contains 17805 members 
Mstep: Class 24 contains 31617 members 
Mstep: Class 25 contains 3973 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48332 members 
Mstep: Class 28 contains 22329 members 
Mstep: Class 29 contains 27130 members 
Mstep: Class 30 contains 59245 members 
Mstep: Class 31 contains 53583 members 
Mstep: Class 32 contains 66532 members 
Mstep: Class 33 contains 19608 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40611 members 
Mstep: Class 36 contains 45943 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27590 members 
Mstep: Class 40 contains 30260 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21239 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959088.000000 Penalty: 165768.828125
Iteration 231Q: 49 clusters Score -2.079591e+08 nChanged 3063
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 30343 members 
Mstep: Class 3 contains 47519 members 
Mstep: Class 4 contains 4216 members 
Mstep: Class 5 contains 33934 members 
Mstep: Class 6 contains 33256 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47341 members 
Mstep: Class 9 contains 8197 members 
Mstep: Class 10 contains 23638 members 
Mstep: Class 11 contains 51894 members 
Mstep: Class 12 contains 70104 members 
Mstep: Class 13 contains 52492 members 
Mstep: Class 14 contains 4769 members 
Mstep: Class 15 contains 29461 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46583 members 
Mstep: Class 18 contains 46024 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23212 members 
Mstep: Class 22 contains 30786 members 
Mstep: Class 23 contains 17807 members 
Mstep: Class 24 contains 31618 members 
Mstep: Class 25 contains 3942 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48346 members 
Mstep: Class 28 contains 22323 members 
Mstep: Class 29 contains 27110 members 
Mstep: Class 30 contains 59282 members 
Mstep: Class 31 contains 53576 members 
Mstep: Class 32 contains 66535 members 
Mstep: Class 33 contains 19596 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40602 members 
Mstep: Class 36 contains 45921 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27729 members 
Mstep: Class 40 contains 30215 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21329 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959344.000000 Penalty: 165768.828125
Iteration 232Q: 49 clusters Score -2.079593e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 30344 members 
Mstep: Class 3 contains 47496 members 
Mstep: Class 4 contains 4220 members 
Mstep: Class 5 contains 33913 members 
Mstep: Class 6 contains 33219 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47367 members 
Mstep: Class 9 contains 8201 members 
Mstep: Class 10 contains 23530 members 
Mstep: Class 11 contains 51894 members 
Mstep: Class 12 contains 70120 members 
Mstep: Class 13 contains 52506 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 29463 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46589 members 
Mstep: Class 18 contains 46043 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23178 members 
Mstep: Class 22 contains 30855 members 
Mstep: Class 23 contains 17797 members 
Mstep: Class 24 contains 31604 members 
Mstep: Class 25 contains 3923 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48366 members 
Mstep: Class 28 contains 22320 members 
Mstep: Class 29 contains 27103 members 
Mstep: Class 30 contains 59314 members 
Mstep: Class 31 contains 53576 members 
Mstep: Class 32 contains 66555 members 
Mstep: Class 33 contains 19600 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40570 members 
Mstep: Class 36 contains 45908 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27830 members 
Mstep: Class 40 contains 30106 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21424 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959824.000000 Penalty: 165768.828125
Iteration 233Q: 49 clusters Score -2.079598e+08 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 30357 members 
Mstep: Class 3 contains 47509 members 
Mstep: Class 4 contains 4226 members 
Mstep: Class 5 contains 33872 members 
Mstep: Class 6 contains 33180 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47372 members 
Mstep: Class 9 contains 8200 members 
Mstep: Class 10 contains 23414 members 
Mstep: Class 11 contains 51889 members 
Mstep: Class 12 contains 70136 members 
Mstep: Class 13 contains 52526 members 
Mstep: Class 14 contains 4764 members 
Mstep: Class 15 contains 29452 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46605 members 
Mstep: Class 18 contains 46053 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23147 members 
Mstep: Class 22 contains 30923 members 
Mstep: Class 23 contains 17788 members 
Mstep: Class 24 contains 31600 members 
Mstep: Class 25 contains 3911 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48383 members 
Mstep: Class 28 contains 22321 members 
Mstep: Class 29 contains 27110 members 
Mstep: Class 30 contains 59341 members 
Mstep: Class 31 contains 53578 members 
Mstep: Class 32 contains 66539 members 
Mstep: Class 33 contains 19594 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40549 members 
Mstep: Class 36 contains 45895 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27907 members 
Mstep: Class 40 contains 30050 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21509 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959984.000000 Penalty: 165768.828125
Iteration 234Q: 49 clusters Score -2.0796e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 30323 members 
Mstep: Class 3 contains 47494 members 
Mstep: Class 4 contains 4240 members 
Mstep: Class 5 contains 33844 members 
Mstep: Class 6 contains 33131 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47376 members 
Mstep: Class 9 contains 8204 members 
Mstep: Class 10 contains 23291 members 
Mstep: Class 11 contains 51893 members 
Mstep: Class 12 contains 70147 members 
Mstep: Class 13 contains 52556 members 
Mstep: Class 14 contains 4766 members 
Mstep: Class 15 contains 29464 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46613 members 
Mstep: Class 18 contains 46064 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23157 members 
Mstep: Class 22 contains 31011 members 
Mstep: Class 23 contains 17775 members 
Mstep: Class 24 contains 31595 members 
Mstep: Class 25 contains 3904 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48442 members 
Mstep: Class 28 contains 22318 members 
Mstep: Class 29 contains 27095 members 
Mstep: Class 30 contains 59349 members 
Mstep: Class 31 contains 53589 members 
Mstep: Class 32 contains 66504 members 
Mstep: Class 33 contains 19603 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40525 members 
Mstep: Class 36 contains 45877 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27943 members 
Mstep: Class 40 contains 30030 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21575 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960144.000000 Penalty: 165768.828125
Iteration 235Q: 49 clusters Score -2.079601e+08 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7123 members 
Mstep: Class 2 contains 30296 members 
Mstep: Class 3 contains 47485 members 
Mstep: Class 4 contains 4249 members 
Mstep: Class 5 contains 33829 members 
Mstep: Class 6 contains 33083 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47377 members 
Mstep: Class 9 contains 8205 members 
Mstep: Class 10 contains 23176 members 
Mstep: Class 11 contains 51903 members 
Mstep: Class 12 contains 70142 members 
Mstep: Class 13 contains 52600 members 
Mstep: Class 14 contains 4768 members 
Mstep: Class 15 contains 29475 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46643 members 
Mstep: Class 18 contains 46064 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23154 members 
Mstep: Class 22 contains 31105 members 
Mstep: Class 23 contains 17765 members 
Mstep: Class 24 contains 31589 members 
Mstep: Class 25 contains 3874 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48453 members 
Mstep: Class 28 contains 22314 members 
Mstep: Class 29 contains 27049 members 
Mstep: Class 30 contains 59372 members 
Mstep: Class 31 contains 53604 members 
Mstep: Class 32 contains 66478 members 
Mstep: Class 33 contains 19594 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40493 members 
Mstep: Class 36 contains 45881 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28023 members 
Mstep: Class 40 contains 30029 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21622 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960496.000000 Penalty: 165768.828125
Iteration 236Q: 49 clusters Score -2.079605e+08 nChanged 3202
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 30268 members 
Mstep: Class 3 contains 47452 members 
Mstep: Class 4 contains 4255 members 
Mstep: Class 5 contains 33820 members 
Mstep: Class 6 contains 33026 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47378 members 
Mstep: Class 9 contains 8207 members 
Mstep: Class 10 contains 23057 members 
Mstep: Class 11 contains 51931 members 
Mstep: Class 12 contains 70142 members 
Mstep: Class 13 contains 52615 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 29493 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46637 members 
Mstep: Class 18 contains 46079 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23149 members 
Mstep: Class 22 contains 31170 members 
Mstep: Class 23 contains 17778 members 
Mstep: Class 24 contains 31570 members 
Mstep: Class 25 contains 3857 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48484 members 
Mstep: Class 28 contains 22308 members 
Mstep: Class 29 contains 27016 members 
Mstep: Class 30 contains 59410 members 
Mstep: Class 31 contains 53613 members 
Mstep: Class 32 contains 66478 members 
Mstep: Class 33 contains 19583 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40470 members 
Mstep: Class 36 contains 45872 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28094 members 
Mstep: Class 40 contains 30039 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21667 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960304.000000 Penalty: 165768.828125
Iteration 237Q: 49 clusters Score -2.079603e+08 nChanged 3121
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30193 members 
Mstep: Class 3 contains 47402 members 
Mstep: Class 4 contains 4264 members 
Mstep: Class 5 contains 33792 members 
Mstep: Class 6 contains 32966 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47422 members 
Mstep: Class 9 contains 8205 members 
Mstep: Class 10 contains 22964 members 
Mstep: Class 11 contains 51942 members 
Mstep: Class 12 contains 70152 members 
Mstep: Class 13 contains 52623 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 29511 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46642 members 
Mstep: Class 18 contains 46097 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23139 members 
Mstep: Class 22 contains 31231 members 
Mstep: Class 23 contains 17787 members 
Mstep: Class 24 contains 31561 members 
Mstep: Class 25 contains 3840 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48491 members 
Mstep: Class 28 contains 22300 members 
Mstep: Class 29 contains 26986 members 
Mstep: Class 30 contains 59453 members 
Mstep: Class 31 contains 53635 members 
Mstep: Class 32 contains 66472 members 
Mstep: Class 33 contains 19577 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40457 members 
Mstep: Class 36 contains 45869 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28155 members 
Mstep: Class 40 contains 30081 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21702 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960192.000000 Penalty: 165768.828125
Iteration 238Q: 49 clusters Score -2.079602e+08 nChanged 3057
Entering ConstructFrom: 
Score: -207960192.000000 Penalty: 165768.828125
Entering ConstructFrom: 
Trying to split cluster 1 (7128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Entering Unmasked Estep 
Score: -1299547.875000 Penalty: 2200.202881
	Iteration 0F: 2 clusters Score -1299548 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1293749.375000 Penalty: 4400.405762
	Iteration 0F: 3 clusters Score -1293749 nChanged 2890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1295556.750000 Penalty: 4400.405762
	Iteration 1F: 3 clusters Score -1295557 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -1296266.125000 Penalty: 4400.405762
	Iteration 2F: 3 clusters Score -1296266 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4363 members 
Mstep: Class 2 contains 2765 members 
Entering Unmasked Estep 
Score: -1297254.000000 Penalty: 4400.405762
	Iteration 3F: 3 clusters Score -1297254 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1298087.250000 Penalty: 4400.405762
	Iteration 4F: 3 clusters Score -1298087 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -1298482.125000 Penalty: 4400.405762
	Iteration 5F: 3 clusters Score -1298482 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1298689.750000 Penalty: 4400.405762
	Iteration 6Q: 3 clusters Score -1298690 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1298803.500000 Penalty: 4400.405762
	Iteration 7Q: 3 clusters Score -1298804 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4962 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -1298861.250000 Penalty: 4400.405762
	Iteration 8Q: 3 clusters Score -1298861 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -1298890.500000 Penalty: 4400.405762
	Iteration 9Q: 3 clusters Score -1298890 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1298914.625000 Penalty: 4400.405762
	Iteration 10Q: 3 clusters Score -1298915 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -1298925.750000 Penalty: 4400.405762
	Iteration 11Q: 3 clusters Score -1298926 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5002 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -1298939.125000 Penalty: 4400.405762
	Iteration 12Q: 3 clusters Score -1298939 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 2120 members 
Entering Unmasked Estep 
Score: -1298942.750000 Penalty: 4400.405762
	Iteration 13Q: 3 clusters Score -1298943 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5013 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1298942.750000 Penalty: 4400.405762
	Iteration 14Q: 3 clusters Score -1298943 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1298944.875000 Penalty: 4400.405762
	Iteration 15Q: 3 clusters Score -1298945 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1298944.875000 Penalty: 4400.405762
	Iteration 16Q: 3 clusters Score -1298945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -1298948.000000 Penalty: 4400.405762
	Iteration 17Q: 3 clusters Score -1298948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1298948.375000 Penalty: 4400.405762
	Iteration 18Q: 3 clusters Score -1298948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1298948.375000 Penalty: 4400.405762
	Iteration 19F: 3 clusters Score -1298948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (30175 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Entering Unmasked Estep 
Score: -5984143.000000 Penalty: 2558.062744
	Iteration 0F: 2 clusters Score -5984143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14981 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5964787.000000 Penalty: 5116.125488
	Iteration 0F: 3 clusters Score -5964787 nChanged 13444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 15714 members 
Entering Unmasked Estep 
Score: -5972056.000000 Penalty: 5116.125488
	Iteration 1F: 3 clusters Score -5972056 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 16094 members 
Entering Unmasked Estep 
Score: -5972479.000000 Penalty: 5116.125488
	Iteration 2Q: 3 clusters Score -5972479 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -5972821.500000 Penalty: 5116.125488
	Iteration 3Q: 3 clusters Score -5972822 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 17293 members 
Entering Unmasked Estep 
Score: -5973213.000000 Penalty: 5116.125488
	Iteration 4Q: 3 clusters Score -5973213 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11881 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -5973718.500000 Penalty: 5116.125488
	Iteration 5Q: 3 clusters Score -5973718 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10557 members 
Mstep: Class 2 contains 19618 members 
Entering Unmasked Estep 
Score: -5974378.000000 Penalty: 5116.125488
	Iteration 6Q: 3 clusters Score -5974378 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8863 members 
Mstep: Class 2 contains 21312 members 
Entering Unmasked Estep 
Score: -5975351.000000 Penalty: 5116.125488
	Iteration 7F: 3 clusters Score -5975351 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6820 members 
Mstep: Class 2 contains 23355 members 
Entering Unmasked Estep 
Score: -5976705.000000 Penalty: 5116.125488
	Iteration 8F: 3 clusters Score -5976705 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -5978210.000000 Penalty: 5116.125488
	Iteration 9F: 3 clusters Score -5978210 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 27270 members 
Entering Unmasked Estep 
Score: -5979790.000000 Penalty: 5116.125488
	Iteration 10F: 3 clusters Score -5979790 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1548 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -5980793.000000 Penalty: 5116.125488
	Iteration 11Q: 3 clusters Score -5980793 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -5981368.000000 Penalty: 5116.125488
	Iteration 12Q: 3 clusters Score -5981368 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 29720 members 
Entering Unmasked Estep 
Score: -5981629.500000 Penalty: 5116.125488
	Iteration 13Q: 3 clusters Score -5981630 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 29828 members 
Entering Unmasked Estep 
Score: -5981723.000000 Penalty: 5116.125488
	Iteration 14Q: 3 clusters Score -5981723 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -5981787.000000 Penalty: 5116.125488
	Iteration 15Q: 3 clusters Score -5981787 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 29907 members 
Entering Unmasked Estep 
Score: -5981812.000000 Penalty: 5116.125488
	Iteration 16Q: 3 clusters Score -5981812 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 29920 members 
Entering Unmasked Estep 
Score: -5981828.000000 Penalty: 5116.125488
	Iteration 17Q: 3 clusters Score -5981828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29927 members 
Entering Unmasked Estep 
Score: -5981848.000000 Penalty: 5116.125488
	Iteration 18Q: 3 clusters Score -5981848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -5981852.500000 Penalty: 5116.125488
	Iteration 19Q: 3 clusters Score -5981852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 29942 members 
Entering Unmasked Estep 
Score: -5981867.500000 Penalty: 5116.125488
	Iteration 20F: 3 clusters Score -5981868 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -5981881.000000 Penalty: 5116.125488
	Iteration 21Q: 3 clusters Score -5981881 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 29947 members 
Entering Unmasked Estep 
Score: -5981874.000000 Penalty: 5116.125488
	Iteration 22Q: 3 clusters Score -5981874 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29949 members 
Entering Unmasked Estep 
Score: -5981882.500000 Penalty: 5116.125488
	Iteration 23Q: 3 clusters Score -5981882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -5981883.500000 Penalty: 5116.125488
	Iteration 24Q: 3 clusters Score -5981884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29951 members 
Entering Unmasked Estep 
Score: -5981883.500000 Penalty: 5116.125488
	Iteration 25F: 3 clusters Score -5981884 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47359 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47359 members 
Entering Unmasked Estep 
Score: -9084502.000000 Penalty: 2669.847168
	Iteration 0F: 2 clusters Score -9084502 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23531 members 
Mstep: Class 2 contains 23828 members 
Entering Unmasked Estep 
Score: -9057389.000000 Penalty: 5339.694336
	Iteration 0F: 3 clusters Score -9057389 nChanged 21707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22290 members 
Mstep: Class 2 contains 25069 members 
Entering Unmasked Estep 
Score: -9069313.000000 Penalty: 5339.694336
	Iteration 1F: 3 clusters Score -9069313 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21525 members 
Mstep: Class 2 contains 25834 members 
Entering Unmasked Estep 
Score: -9070067.000000 Penalty: 5339.694336
	Iteration 2Q: 3 clusters Score -9070067 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 26874 members 
Entering Unmasked Estep 
Score: -9070906.000000 Penalty: 5339.694336
	Iteration 3Q: 3 clusters Score -9070906 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19094 members 
Mstep: Class 2 contains 28265 members 
Entering Unmasked Estep 
Score: -9072006.000000 Penalty: 5339.694336
	Iteration 4Q: 3 clusters Score -9072006 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 29935 members 
Entering Unmasked Estep 
Score: -9073404.000000 Penalty: 5339.694336
	Iteration 5F: 3 clusters Score -9073404 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15623 members 
Mstep: Class 2 contains 31736 members 
Entering Unmasked Estep 
Score: -9075201.000000 Penalty: 5339.694336
	Iteration 6F: 3 clusters Score -9075201 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13927 members 
Mstep: Class 2 contains 33432 members 
Entering Unmasked Estep 
Score: -9077436.000000 Penalty: 5339.694336
	Iteration 7F: 3 clusters Score -9077436 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 34691 members 
Entering Unmasked Estep 
Score: -9079524.000000 Penalty: 5339.694336
	Iteration 8F: 3 clusters Score -9079524 nChanged 2147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12021 members 
Mstep: Class 2 contains 35338 members 
Entering Unmasked Estep 
Score: -9080960.000000 Penalty: 5339.694336
	Iteration 9Q: 3 clusters Score -9080960 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 35656 members 
Entering Unmasked Estep 
Score: -9081743.000000 Penalty: 5339.694336
	Iteration 10Q: 3 clusters Score -9081743 nChanged 1000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11489 members 
Mstep: Class 2 contains 35870 members 
Entering Unmasked Estep 
Score: -9082289.000000 Penalty: 5339.694336
	Iteration 11Q: 3 clusters Score -9082289 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 36000 members 
Entering Unmasked Estep 
Score: -9082739.000000 Penalty: 5339.694336
	Iteration 12Q: 3 clusters Score -9082739 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11314 members 
Mstep: Class 2 contains 36045 members 
Entering Unmasked Estep 
Score: -9083068.000000 Penalty: 5339.694336
	Iteration 13Q: 3 clusters Score -9083068 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11287 members 
Mstep: Class 2 contains 36072 members 
Entering Unmasked Estep 
Score: -9083443.000000 Penalty: 5339.694336
	Iteration 14Q: 3 clusters Score -9083443 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11339 members 
Mstep: Class 2 contains 36020 members 
Entering Unmasked Estep 
Score: -9083646.000000 Penalty: 5339.694336
	Iteration 15Q: 3 clusters Score -9083646 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 35921 members 
Entering Unmasked Estep 
Score: -9083872.000000 Penalty: 5339.694336
	Iteration 16Q: 3 clusters Score -9083872 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11581 members 
Mstep: Class 2 contains 35778 members 
Entering Unmasked Estep 
Score: -9084099.000000 Penalty: 5339.694336
	Iteration 17Q: 3 clusters Score -9084099 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -9084284.000000 Penalty: 5339.694336
	Iteration 18Q: 3 clusters Score -9084284 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12031 members 
Mstep: Class 2 contains 35328 members 
Entering Unmasked Estep 
Score: -9084432.000000 Penalty: 5339.694336
	Iteration 19Q: 3 clusters Score -9084432 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12238 members 
Mstep: Class 2 contains 35121 members 
Entering Unmasked Estep 
Score: -9084528.000000 Penalty: 5339.694336
	Iteration 20F: 3 clusters Score -9084528 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 34925 members 
Entering Unmasked Estep 
Score: -9084611.000000 Penalty: 5339.694336
	Iteration 21Q: 3 clusters Score -9084611 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12612 members 
Mstep: Class 2 contains 34747 members 
Entering Unmasked Estep 
Score: -9084670.000000 Penalty: 5339.694336
	Iteration 22Q: 3 clusters Score -9084670 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 34575 members 
Entering Unmasked Estep 
Score: -9084759.000000 Penalty: 5339.694336
	Iteration 23Q: 3 clusters Score -9084759 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12951 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -9084790.000000 Penalty: 5339.694336
	Iteration 24Q: 3 clusters Score -9084790 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13104 members 
Mstep: Class 2 contains 34255 members 
Entering Unmasked Estep 
Score: -9084825.000000 Penalty: 5339.694336
	Iteration 25Q: 3 clusters Score -9084825 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 34107 members 
Entering Unmasked Estep 
Score: -9084838.000000 Penalty: 5339.694336
	Iteration 26Q: 3 clusters Score -9084838 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -9084850.000000 Penalty: 5339.694336
	Iteration 27Q: 3 clusters Score -9084850 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13519 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -9084853.000000 Penalty: 5339.694336
	Iteration 28Q: 3 clusters Score -9084853 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 33700 members 
Entering Unmasked Estep 
Score: -9084892.000000 Penalty: 5339.694336
	Iteration 29Q: 3 clusters Score -9084892 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13760 members 
Mstep: Class 2 contains 33599 members 
Entering Unmasked Estep 
Score: -9084923.000000 Penalty: 5339.694336
	Iteration 30Q: 3 clusters Score -9084923 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -9084947.000000 Penalty: 5339.694336
	Iteration 31Q: 3 clusters Score -9084947 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13958 members 
Mstep: Class 2 contains 33401 members 
Entering Unmasked Estep 
Score: -9084929.000000 Penalty: 5339.694336
	Iteration 32Q: 3 clusters Score -9084929 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14043 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -9084941.000000 Penalty: 5339.694336
	Iteration 33Q: 3 clusters Score -9084941 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 33240 members 
Entering Unmasked Estep 
Score: -9084955.000000 Penalty: 5339.694336
	Iteration 34Q: 3 clusters Score -9084955 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14213 members 
Mstep: Class 2 contains 33146 members 
Entering Unmasked Estep 
Score: -9084950.000000 Penalty: 5339.694336
	Iteration 35Q: 3 clusters Score -9084950 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -9084953.000000 Penalty: 5339.694336
	Iteration 36Q: 3 clusters Score -9084953 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14387 members 
Mstep: Class 2 contains 32972 members 
Entering Unmasked Estep 
Score: -9084955.000000 Penalty: 5339.694336
	Iteration 37Q: 3 clusters Score -9084955 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 32856 members 
Entering Unmasked Estep 
Score: -9084973.000000 Penalty: 5339.694336
	Iteration 38Q: 3 clusters Score -9084973 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 32745 members 
Entering Unmasked Estep 
Score: -9084966.000000 Penalty: 5339.694336
	Iteration 39Q: 3 clusters Score -9084966 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 32640 members 
Entering Unmasked Estep 
Score: -9084988.000000 Penalty: 5339.694336
	Iteration 40F: 3 clusters Score -9084988 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14804 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -9084983.000000 Penalty: 5339.694336
	Iteration 41Q: 3 clusters Score -9084983 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14928 members 
Mstep: Class 2 contains 32431 members 
Entering Unmasked Estep 
Score: -9085008.000000 Penalty: 5339.694336
	Iteration 42Q: 3 clusters Score -9085008 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15030 members 
Mstep: Class 2 contains 32329 members 
Entering Unmasked Estep 
Score: -9085005.000000 Penalty: 5339.694336
	Iteration 43Q: 3 clusters Score -9085005 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15146 members 
Mstep: Class 2 contains 32213 members 
Entering Unmasked Estep 
Score: -9085034.000000 Penalty: 5339.694336
	Iteration 44Q: 3 clusters Score -9085034 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 32109 members 
Entering Unmasked Estep 
Score: -9085017.000000 Penalty: 5339.694336
	Iteration 45Q: 3 clusters Score -9085017 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15358 members 
Mstep: Class 2 contains 32001 members 
Entering Unmasked Estep 
Score: -9085007.000000 Penalty: 5339.694336
	Iteration 46Q: 3 clusters Score -9085007 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 31870 members 
Entering Unmasked Estep 
Score: -9085032.000000 Penalty: 5339.694336
	Iteration 47Q: 3 clusters Score -9085032 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 31759 members 
Entering Unmasked Estep 
Score: -9085028.000000 Penalty: 5339.694336
	Iteration 48Q: 3 clusters Score -9085028 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15715 members 
Mstep: Class 2 contains 31644 members 
Entering Unmasked Estep 
Score: -9085038.000000 Penalty: 5339.694336
	Iteration 49Q: 3 clusters Score -9085038 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15835 members 
Mstep: Class 2 contains 31524 members 
Entering Unmasked Estep 
Score: -9085072.000000 Penalty: 5339.694336
	Iteration 50Q: 3 clusters Score -9085072 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15916 members 
Mstep: Class 2 contains 31443 members 
Entering Unmasked Estep 
Score: -9085063.000000 Penalty: 5339.694336
	Iteration 51Q: 3 clusters Score -9085063 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 31383 members 
Entering Unmasked Estep 
Score: -9085086.000000 Penalty: 5339.694336
	Iteration 52Q: 3 clusters Score -9085086 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 31322 members 
Entering Unmasked Estep 
Score: -9085088.000000 Penalty: 5339.694336
	Iteration 53Q: 3 clusters Score -9085088 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16104 members 
Mstep: Class 2 contains 31255 members 
Entering Unmasked Estep 
Score: -9085077.000000 Penalty: 5339.694336
	Iteration 54Q: 3 clusters Score -9085077 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16209 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -9085089.000000 Penalty: 5339.694336
	Iteration 55Q: 3 clusters Score -9085089 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16291 members 
Mstep: Class 2 contains 31068 members 
Entering Unmasked Estep 
Score: -9085097.000000 Penalty: 5339.694336
	Iteration 56Q: 3 clusters Score -9085097 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -9085122.000000 Penalty: 5339.694336
	Iteration 57Q: 3 clusters Score -9085122 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16448 members 
Mstep: Class 2 contains 30911 members 
Entering Unmasked Estep 
Score: -9085111.000000 Penalty: 5339.694336
	Iteration 58Q: 3 clusters Score -9085111 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 30826 members 
Entering Unmasked Estep 
Score: -9085107.000000 Penalty: 5339.694336
	Iteration 59Q: 3 clusters Score -9085107 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16633 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -9085101.000000 Penalty: 5339.694336
	Iteration 60F: 3 clusters Score -9085101 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 30630 members 
Entering Unmasked Estep 
Score: -9085107.000000 Penalty: 5339.694336
	Iteration 61Q: 3 clusters Score -9085107 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 30550 members 
Entering Unmasked Estep 
Score: -9085099.000000 Penalty: 5339.694336
	Iteration 62Q: 3 clusters Score -9085099 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 30469 members 
Entering Unmasked Estep 
Score: -9085119.000000 Penalty: 5339.694336
	Iteration 63Q: 3 clusters Score -9085119 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16959 members 
Mstep: Class 2 contains 30400 members 
Entering Unmasked Estep 
Score: -9085125.000000 Penalty: 5339.694336
	Iteration 64Q: 3 clusters Score -9085125 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17024 members 
Mstep: Class 2 contains 30335 members 
Entering Unmasked Estep 
Score: -9085128.000000 Penalty: 5339.694336
	Iteration 65Q: 3 clusters Score -9085128 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 30271 members 
Entering Unmasked Estep 
Score: -9085127.000000 Penalty: 5339.694336
	Iteration 66Q: 3 clusters Score -9085127 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 30245 members 
Entering Unmasked Estep 
Score: -9085130.000000 Penalty: 5339.694336
	Iteration 67Q: 3 clusters Score -9085130 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 30197 members 
Entering Unmasked Estep 
Score: -9085137.000000 Penalty: 5339.694336
	Iteration 68Q: 3 clusters Score -9085137 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -9085152.000000 Penalty: 5339.694336
	Iteration 69Q: 3 clusters Score -9085152 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17268 members 
Mstep: Class 2 contains 30091 members 
Entering Unmasked Estep 
Score: -9085148.000000 Penalty: 5339.694336
	Iteration 70Q: 3 clusters Score -9085148 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17322 members 
Mstep: Class 2 contains 30037 members 
Entering Unmasked Estep 
Score: -9085145.000000 Penalty: 5339.694336
	Iteration 71Q: 3 clusters Score -9085145 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17357 members 
Mstep: Class 2 contains 30002 members 
Entering Unmasked Estep 
Score: -9085147.000000 Penalty: 5339.694336
	Iteration 72Q: 3 clusters Score -9085147 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Mstep: Class 2 contains 29963 members 
Entering Unmasked Estep 
Score: -9085145.000000 Penalty: 5339.694336
	Iteration 73Q: 3 clusters Score -9085145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 29932 members 
Entering Unmasked Estep 
Score: -9085155.000000 Penalty: 5339.694336
	Iteration 74Q: 3 clusters Score -9085155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -9085173.000000 Penalty: 5339.694336
	Iteration 75Q: 3 clusters Score -9085173 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -9085175.000000 Penalty: 5339.694336
	Iteration 76Q: 3 clusters Score -9085175 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 29850 members 
Entering Unmasked Estep 
Score: -9085206.000000 Penalty: 5339.694336
	Iteration 77Q: 3 clusters Score -9085206 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17533 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -9085189.000000 Penalty: 5339.694336
	Iteration 78Q: 3 clusters Score -9085189 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 29806 members 
Entering Unmasked Estep 
Score: -9085186.000000 Penalty: 5339.694336
	Iteration 79Q: 3 clusters Score -9085186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17563 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -9085206.000000 Penalty: 5339.694336
	Iteration 80F: 3 clusters Score -9085206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 29791 members 
Entering Unmasked Estep 
Score: -9085206.000000 Penalty: 5339.694336
	Iteration 81Q: 3 clusters Score -9085206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -9085217.000000 Penalty: 5339.694336
	Iteration 82Q: 3 clusters Score -9085217 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17575 members 
Mstep: Class 2 contains 29784 members 
Entering Unmasked Estep 
Score: -9085208.000000 Penalty: 5339.694336
	Iteration 83Q: 3 clusters Score -9085208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17579 members 
Mstep: Class 2 contains 29780 members 
Entering Unmasked Estep 
Score: -9085216.000000 Penalty: 5339.694336
	Iteration 84Q: 3 clusters Score -9085216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -9085213.000000 Penalty: 5339.694336
	Iteration 85Q: 3 clusters Score -9085213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17580 members 
Mstep: Class 2 contains 29779 members 
Entering Unmasked Estep 
Score: -9085213.000000 Penalty: 5339.694336
	Iteration 86F: 3 clusters Score -9085213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30175 members 
Mstep: Class 3 contains 17580 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 33742 members 
Mstep: Class 6 contains 32925 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 8208 members 
Mstep: Class 10 contains 22872 members 
Mstep: Class 11 contains 51930 members 
Mstep: Class 12 contains 70168 members 
Mstep: Class 13 contains 52645 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 29520 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46634 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23145 members 
Mstep: Class 22 contains 31299 members 
Mstep: Class 23 contains 17798 members 
Mstep: Class 24 contains 31566 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48522 members 
Mstep: Class 28 contains 22288 members 
Mstep: Class 29 contains 26943 members 
Mstep: Class 30 contains 59478 members 
Mstep: Class 31 contains 53645 members 
Mstep: Class 32 contains 66484 members 
Mstep: Class 33 contains 19562 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40447 members 
Mstep: Class 36 contains 45855 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28196 members 
Mstep: Class 40 contains 30111 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21750 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 29779 members 
Entering Unmasked Estep 
Score: -207958400.000000 Penalty: 169222.343750
Splitting cluster 3 changes total score from -207960192.000000 to -207958400.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (4272 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Entering Unmasked Estep 
Score: -797901.125000 Penalty: 2073.239746
	Iteration 0F: 2 clusters Score -797901.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2156 members 
Mstep: Class 2 contains 2116 members 
Entering Unmasked Estep 
Score: -793858.062500 Penalty: 4146.479492
	Iteration 0F: 3 clusters Score -793858.1 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -794793.125000 Penalty: 4146.479492
	Iteration 1F: 3 clusters Score -794793.1 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -794982.625000 Penalty: 4146.479492
	Iteration 2F: 3 clusters Score -794982.6 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -795097.125000 Penalty: 4146.479492
	Iteration 3Q: 3 clusters Score -795097.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -795177.000000 Penalty: 4146.479492
	Iteration 4Q: 3 clusters Score -795177 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -795228.375000 Penalty: 4146.479492
	Iteration 5Q: 3 clusters Score -795228.4 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -795269.312500 Penalty: 4146.479492
	Iteration 6Q: 3 clusters Score -795269.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -795299.875000 Penalty: 4146.479492
	Iteration 7Q: 3 clusters Score -795299.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -795325.187500 Penalty: 4146.479492
	Iteration 8Q: 3 clusters Score -795325.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2203 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -795346.250000 Penalty: 4146.479492
	Iteration 9Q: 3 clusters Score -795346.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -795361.375000 Penalty: 4146.479492
	Iteration 10Q: 3 clusters Score -795361.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -795375.812500 Penalty: 4146.479492
	Iteration 11Q: 3 clusters Score -795375.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -795385.625000 Penalty: 4146.479492
	Iteration 12Q: 3 clusters Score -795385.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -795391.687500 Penalty: 4146.479492
	Iteration 13Q: 3 clusters Score -795391.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -795396.625000 Penalty: 4146.479492
	Iteration 14Q: 3 clusters Score -795396.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -795402.875000 Penalty: 4146.479492
	Iteration 15Q: 3 clusters Score -795402.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -795410.000000 Penalty: 4146.479492
	Iteration 16Q: 3 clusters Score -795410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -795417.750000 Penalty: 4146.479492
	Iteration 17Q: 3 clusters Score -795417.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -795423.250000 Penalty: 4146.479492
	Iteration 18Q: 3 clusters Score -795423.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -795429.125000 Penalty: 4146.479492
	Iteration 19Q: 3 clusters Score -795429.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -795435.500000 Penalty: 4146.479492
	Iteration 20F: 3 clusters Score -795435.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -795440.312500 Penalty: 4146.479492
	Iteration 21Q: 3 clusters Score -795440.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -795444.375000 Penalty: 4146.479492
	Iteration 22Q: 3 clusters Score -795444.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -795455.875000 Penalty: 4146.479492
	Iteration 23Q: 3 clusters Score -795455.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -795468.000000 Penalty: 4146.479492
	Iteration 24Q: 3 clusters Score -795468 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -795473.125000 Penalty: 4146.479492
	Iteration 25Q: 3 clusters Score -795473.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -795479.937500 Penalty: 4146.479492
	Iteration 26Q: 3 clusters Score -795479.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -795486.812500 Penalty: 4146.479492
	Iteration 27Q: 3 clusters Score -795486.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -795494.812500 Penalty: 4146.479492
	Iteration 28Q: 3 clusters Score -795494.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -795499.187500 Penalty: 4146.479492
	Iteration 29Q: 3 clusters Score -795499.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -795505.812500 Penalty: 4146.479492
	Iteration 30Q: 3 clusters Score -795505.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -795514.875000 Penalty: 4146.479492
	Iteration 31Q: 3 clusters Score -795514.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -795519.687500 Penalty: 4146.479492
	Iteration 32Q: 3 clusters Score -795519.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -795525.562500 Penalty: 4146.479492
	Iteration 33Q: 3 clusters Score -795525.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -795532.312500 Penalty: 4146.479492
	Iteration 34Q: 3 clusters Score -795532.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 2070 members 
Entering Unmasked Estep 
Score: -795540.312500 Penalty: 4146.479492
	Iteration 35Q: 3 clusters Score -795540.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -795547.312500 Penalty: 4146.479492
	Iteration 36Q: 3 clusters Score -795547.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -795556.500000 Penalty: 4146.479492
	Iteration 37Q: 3 clusters Score -795556.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -795562.625000 Penalty: 4146.479492
	Iteration 38Q: 3 clusters Score -795562.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -795566.937500 Penalty: 4146.479492
	Iteration 39Q: 3 clusters Score -795566.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -795573.500000 Penalty: 4146.479492
	Iteration 40F: 3 clusters Score -795573.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2207 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -795581.750000 Penalty: 4146.479492
	Iteration 41Q: 3 clusters Score -795581.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -795597.625000 Penalty: 4146.479492
	Iteration 42Q: 3 clusters Score -795597.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2240 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -795606.812500 Penalty: 4146.479492
	Iteration 43Q: 3 clusters Score -795606.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2246 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -795618.750000 Penalty: 4146.479492
	Iteration 44Q: 3 clusters Score -795618.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -795627.437500 Penalty: 4146.479492
	Iteration 45Q: 3 clusters Score -795627.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2275 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -795638.687500 Penalty: 4146.479492
	Iteration 46Q: 3 clusters Score -795638.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -795653.812500 Penalty: 4146.479492
	Iteration 47Q: 3 clusters Score -795653.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 1967 members 
Entering Unmasked Estep 
Score: -795669.062500 Penalty: 4146.479492
	Iteration 48Q: 3 clusters Score -795669.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -795687.500000 Penalty: 4146.479492
	Iteration 49Q: 3 clusters Score -795687.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -795714.000000 Penalty: 4146.479492
	Iteration 50Q: 3 clusters Score -795714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -795739.187500 Penalty: 4146.479492
	Iteration 51Q: 3 clusters Score -795739.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -795761.125000 Penalty: 4146.479492
	Iteration 52Q: 3 clusters Score -795761.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -795785.687500 Penalty: 4146.479492
	Iteration 53Q: 3 clusters Score -795785.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -795813.125000 Penalty: 4146.479492
	Iteration 54Q: 3 clusters Score -795813.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -795842.250000 Penalty: 4146.479492
	Iteration 55Q: 3 clusters Score -795842.2 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -795875.937500 Penalty: 4146.479492
	Iteration 56Q: 3 clusters Score -795875.9 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -795903.000000 Penalty: 4146.479492
	Iteration 57Q: 3 clusters Score -795903 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -795923.000000 Penalty: 4146.479492
	Iteration 58Q: 3 clusters Score -795923 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -795937.250000 Penalty: 4146.479492
	Iteration 59Q: 3 clusters Score -795937.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -795952.500000 Penalty: 4146.479492
	Iteration 60F: 3 clusters Score -795952.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -795964.562500 Penalty: 4146.479492
	Iteration 61Q: 3 clusters Score -795964.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -795968.750000 Penalty: 4146.479492
	Iteration 62Q: 3 clusters Score -795968.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -795972.937500 Penalty: 4146.479492
	Iteration 63Q: 3 clusters Score -795972.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -795973.500000 Penalty: 4146.479492
	Iteration 64Q: 3 clusters Score -795973.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -795974.625000 Penalty: 4146.479492
	Iteration 65Q: 3 clusters Score -795974.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -795974.687500 Penalty: 4146.479492
	Iteration 66Q: 3 clusters Score -795974.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -795974.187500 Penalty: 4146.479492
	Iteration 67Q: 3 clusters Score -795974.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -795975.312500 Penalty: 4146.479492
	Iteration 68Q: 3 clusters Score -795975.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -795976.375000 Penalty: 4146.479492
	Iteration 69Q: 3 clusters Score -795976.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -795977.500000 Penalty: 4146.479492
	Iteration 70Q: 3 clusters Score -795977.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -795977.500000 Penalty: 4146.479492
	Iteration 71F: 3 clusters Score -795977.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (33742 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33742 members 
Entering Unmasked Estep 
Score: -6481076.500000 Penalty: 2585.771484
	Iteration 0F: 2 clusters Score -6481076 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -6458883.000000 Penalty: 5171.542969
	Iteration 0F: 3 clusters Score -6458883 nChanged 15364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -6467300.500000 Penalty: 5171.542969
	Iteration 1F: 3 clusters Score -6467300 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 18732 members 
Entering Unmasked Estep 
Score: -6467786.500000 Penalty: 5171.542969
	Iteration 2Q: 3 clusters Score -6467786 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -6468271.000000 Penalty: 5171.542969
	Iteration 3Q: 3 clusters Score -6468271 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -6468913.500000 Penalty: 5171.542969
	Iteration 4Q: 3 clusters Score -6468914 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 22466 members 
Entering Unmasked Estep 
Score: -6469791.500000 Penalty: 5171.542969
	Iteration 5F: 3 clusters Score -6469792 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9109 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -6471251.000000 Penalty: 5171.542969
	Iteration 6F: 3 clusters Score -6471251 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 27099 members 
Entering Unmasked Estep 
Score: -6473112.500000 Penalty: 5171.542969
	Iteration 7F: 3 clusters Score -6473112 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 29505 members 
Entering Unmasked Estep 
Score: -6475104.000000 Penalty: 5171.542969
	Iteration 8F: 3 clusters Score -6475104 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 31408 members 
Entering Unmasked Estep 
Score: -6476773.500000 Penalty: 5171.542969
	Iteration 9F: 3 clusters Score -6476774 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 32580 members 
Entering Unmasked Estep 
Score: -6477793.000000 Penalty: 5171.542969
	Iteration 10Q: 3 clusters Score -6477793 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 33151 members 
Entering Unmasked Estep 
Score: -6478312.000000 Penalty: 5171.542969
	Iteration 11Q: 3 clusters Score -6478312 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -6478492.500000 Penalty: 5171.542969
	Iteration 12Q: 3 clusters Score -6478492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 33413 members 
Entering Unmasked Estep 
Score: -6478592.500000 Penalty: 5171.542969
	Iteration 13Q: 3 clusters Score -6478592 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 33445 members 
Entering Unmasked Estep 
Score: -6478652.500000 Penalty: 5171.542969
	Iteration 14Q: 3 clusters Score -6478652 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 33464 members 
Entering Unmasked Estep 
Score: -6478680.000000 Penalty: 5171.542969
	Iteration 15Q: 3 clusters Score -6478680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -6478719.000000 Penalty: 5171.542969
	Iteration 16Q: 3 clusters Score -6478719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 33475 members 
Entering Unmasked Estep 
Score: -6478742.000000 Penalty: 5171.542969
	Iteration 17Q: 3 clusters Score -6478742 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 33482 members 
Entering Unmasked Estep 
Score: -6478755.500000 Penalty: 5171.542969
	Iteration 18Q: 3 clusters Score -6478756 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -6478784.000000 Penalty: 5171.542969
	Iteration 19Q: 3 clusters Score -6478784 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 33492 members 
Entering Unmasked Estep 
Score: -6478798.000000 Penalty: 5171.542969
	Iteration 20F: 3 clusters Score -6478798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 33495 members 
Entering Unmasked Estep 
Score: -6478799.500000 Penalty: 5171.542969
	Iteration 21Q: 3 clusters Score -6478800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -6478804.000000 Penalty: 5171.542969
	Iteration 22Q: 3 clusters Score -6478804 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -6478803.000000 Penalty: 5171.542969
	Iteration 23Q: 3 clusters Score -6478803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 33497 members 
Entering Unmasked Estep 
Score: -6478808.500000 Penalty: 5171.542969
	Iteration 24Q: 3 clusters Score -6478808 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -6478813.500000 Penalty: 5171.542969
	Iteration 25Q: 3 clusters Score -6478814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -6478820.500000 Penalty: 5171.542969
	Iteration 26Q: 3 clusters Score -6478820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -6478820.500000 Penalty: 5171.542969
	Iteration 27F: 3 clusters Score -6478820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32925 members 
Entering Unmasked Estep 
Score: -6344538.500000 Penalty: 2579.692871
	Iteration 0F: 2 clusters Score -6344538 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16380 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -6323326.000000 Penalty: 5159.385742
	Iteration 0F: 3 clusters Score -6323326 nChanged 14898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
Score: -6331324.500000 Penalty: 5159.385742
	Iteration 1F: 3 clusters Score -6331324 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15867 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -6331766.500000 Penalty: 5159.385742
	Iteration 2Q: 3 clusters Score -6331766 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 17370 members 
Entering Unmasked Estep 
Score: -6332137.000000 Penalty: 5159.385742
	Iteration 3Q: 3 clusters Score -6332137 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15142 members 
Mstep: Class 2 contains 17783 members 
Entering Unmasked Estep 
Score: -6332585.000000 Penalty: 5159.385742
	Iteration 4Q: 3 clusters Score -6332585 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14553 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -6333009.500000 Penalty: 5159.385742
	Iteration 5Q: 3 clusters Score -6333010 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -6333592.000000 Penalty: 5159.385742
	Iteration 6Q: 3 clusters Score -6333592 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 20030 members 
Entering Unmasked Estep 
Score: -6334256.500000 Penalty: 5159.385742
	Iteration 7Q: 3 clusters Score -6334256 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -6335016.000000 Penalty: 5159.385742
	Iteration 8Q: 3 clusters Score -6335016 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -6335971.000000 Penalty: 5159.385742
	Iteration 9Q: 3 clusters Score -6335971 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 23823 members 
Entering Unmasked Estep 
Score: -6337022.500000 Penalty: 5159.385742
	Iteration 10Q: 3 clusters Score -6337022 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7781 members 
Mstep: Class 2 contains 25144 members 
Entering Unmasked Estep 
Score: -6337971.500000 Penalty: 5159.385742
	Iteration 11Q: 3 clusters Score -6337972 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 26344 members 
Entering Unmasked Estep 
Score: -6338855.000000 Penalty: 5159.385742
	Iteration 12Q: 3 clusters Score -6338855 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -6339595.000000 Penalty: 5159.385742
	Iteration 13Q: 3 clusters Score -6339595 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 28340 members 
Entering Unmasked Estep 
Score: -6340163.000000 Penalty: 5159.385742
	Iteration 14Q: 3 clusters Score -6340163 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -6340633.000000 Penalty: 5159.385742
	Iteration 15Q: 3 clusters Score -6340633 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -6341018.000000 Penalty: 5159.385742
	Iteration 16Q: 3 clusters Score -6341018 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 30249 members 
Entering Unmasked Estep 
Score: -6341318.500000 Penalty: 5159.385742
	Iteration 17Q: 3 clusters Score -6341318 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 30651 members 
Entering Unmasked Estep 
Score: -6341571.500000 Penalty: 5159.385742
	Iteration 18Q: 3 clusters Score -6341572 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 30952 members 
Entering Unmasked Estep 
Score: -6341725.500000 Penalty: 5159.385742
	Iteration 19Q: 3 clusters Score -6341726 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 31182 members 
Entering Unmasked Estep 
Score: -6341871.000000 Penalty: 5159.385742
	Iteration 20F: 3 clusters Score -6341871 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 31379 members 
Entering Unmasked Estep 
Score: -6341995.000000 Penalty: 5159.385742
	Iteration 21Q: 3 clusters Score -6341995 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 31519 members 
Entering Unmasked Estep 
Score: -6342088.000000 Penalty: 5159.385742
	Iteration 22Q: 3 clusters Score -6342088 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 31619 members 
Entering Unmasked Estep 
Score: -6342139.500000 Penalty: 5159.385742
	Iteration 23Q: 3 clusters Score -6342140 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -6342199.500000 Penalty: 5159.385742
	Iteration 24Q: 3 clusters Score -6342200 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -6342241.000000 Penalty: 5159.385742
	Iteration 25Q: 3 clusters Score -6342241 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 31815 members 
Entering Unmasked Estep 
Score: -6342254.500000 Penalty: 5159.385742
	Iteration 26Q: 3 clusters Score -6342254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 31860 members 
Entering Unmasked Estep 
Score: -6342294.000000 Penalty: 5159.385742
	Iteration 27Q: 3 clusters Score -6342294 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -6342322.000000 Penalty: 5159.385742
	Iteration 28Q: 3 clusters Score -6342322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 31931 members 
Entering Unmasked Estep 
Score: -6342336.500000 Penalty: 5159.385742
	Iteration 29Q: 3 clusters Score -6342336 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 31959 members 
Entering Unmasked Estep 
Score: -6342359.000000 Penalty: 5159.385742
	Iteration 30Q: 3 clusters Score -6342359 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 31981 members 
Entering Unmasked Estep 
Score: -6342375.000000 Penalty: 5159.385742
	Iteration 31Q: 3 clusters Score -6342375 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 32005 members 
Entering Unmasked Estep 
Score: -6342393.500000 Penalty: 5159.385742
	Iteration 32Q: 3 clusters Score -6342394 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 32022 members 
Entering Unmasked Estep 
Score: -6342403.500000 Penalty: 5159.385742
	Iteration 33Q: 3 clusters Score -6342404 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 32035 members 
Entering Unmasked Estep 
Score: -6342416.000000 Penalty: 5159.385742
	Iteration 34Q: 3 clusters Score -6342416 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 32052 members 
Entering Unmasked Estep 
Score: -6342425.500000 Penalty: 5159.385742
	Iteration 35Q: 3 clusters Score -6342426 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 32061 members 
Entering Unmasked Estep 
Score: -6342436.500000 Penalty: 5159.385742
	Iteration 36Q: 3 clusters Score -6342436 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 32072 members 
Entering Unmasked Estep 
Score: -6342438.000000 Penalty: 5159.385742
	Iteration 37Q: 3 clusters Score -6342438 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -6342454.000000 Penalty: 5159.385742
	Iteration 38Q: 3 clusters Score -6342454 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 32090 members 
Entering Unmasked Estep 
Score: -6342456.000000 Penalty: 5159.385742
	Iteration 39Q: 3 clusters Score -6342456 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 32096 members 
Entering Unmasked Estep 
Score: -6342467.000000 Penalty: 5159.385742
	Iteration 40F: 3 clusters Score -6342467 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 32105 members 
Entering Unmasked Estep 
Score: -6342463.000000 Penalty: 5159.385742
	Iteration 41Q: 3 clusters Score -6342463 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 32112 members 
Entering Unmasked Estep 
Score: -6342470.000000 Penalty: 5159.385742
	Iteration 42Q: 3 clusters Score -6342470 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 32117 members 
Entering Unmasked Estep 
Score: -6342474.500000 Penalty: 5159.385742
	Iteration 43Q: 3 clusters Score -6342474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 32125 members 
Entering Unmasked Estep 
Score: -6342476.500000 Penalty: 5159.385742
	Iteration 44Q: 3 clusters Score -6342476 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 32135 members 
Entering Unmasked Estep 
Score: -6342480.500000 Penalty: 5159.385742
	Iteration 45Q: 3 clusters Score -6342480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 32139 members 
Entering Unmasked Estep 
Score: -6342485.500000 Penalty: 5159.385742
	Iteration 46Q: 3 clusters Score -6342486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 32141 members 
Entering Unmasked Estep 
Score: -6342492.500000 Penalty: 5159.385742
	Iteration 47Q: 3 clusters Score -6342492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -6342492.000000 Penalty: 5159.385742
	Iteration 48Q: 3 clusters Score -6342492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 32148 members 
Entering Unmasked Estep 
Score: -6342499.500000 Penalty: 5159.385742
	Iteration 49Q: 3 clusters Score -6342500 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -6342497.000000 Penalty: 5159.385742
	Iteration 50Q: 3 clusters Score -6342497 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 32147 members 
Entering Unmasked Estep 
Score: -6342497.000000 Penalty: 5159.385742
	Iteration 51F: 3 clusters Score -6342497 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -28940.970703 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -28940.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28164.054688 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -28164.05 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -28623.357422 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -28623.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -28801.656250 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -28801.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -28906.136719 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -28906.14 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28951.031250 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -28951.03 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28988.708984 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -28988.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -28988.708984 Penalty: 2773.129639
	Iteration 6F: 3 clusters Score -28988.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30175 members 
Mstep: Class 3 contains 47359 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 33742 members 
Mstep: Class 6 contains 32925 members 
Mstep: Class 7 contains 195 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 8208 members 
Mstep: Class 10 contains 22872 members 
Mstep: Class 11 contains 51930 members 
Mstep: Class 12 contains 70168 members 
Mstep: Class 13 contains 52645 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 29520 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46634 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23145 members 
Mstep: Class 22 contains 31299 members 
Mstep: Class 23 contains 17798 members 
Mstep: Class 24 contains 31566 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48522 members 
Mstep: Class 28 contains 22288 members 
Mstep: Class 29 contains 26943 members 
Mstep: Class 30 contains 59478 members 
Mstep: Class 31 contains 53645 members 
Mstep: Class 32 contains 66484 members 
Mstep: Class 33 contains 19562 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40447 members 
Mstep: Class 36 contains 45855 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28196 members 
Mstep: Class 40 contains 30111 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21750 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 73 members 
Entering Unmasked Estep 
Score: -207958416.000000 Penalty: 169222.343750
Splitting cluster 7 changes total score from -207960192.000000 to -207958416.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (47450 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47450 members 
Entering Unmasked Estep 
Score: -9139794.000000 Penalty: 2670.323242
	Iteration 0F: 2 clusters Score -9139794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23875 members 
Mstep: Class 2 contains 23575 members 
Entering Unmasked Estep 
Score: -9113622.000000 Penalty: 5340.646484
	Iteration 0F: 3 clusters Score -9113622 nChanged 21943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 22712 members 
Entering Unmasked Estep 
Score: -9125800.000000 Penalty: 5340.646484
	Iteration 1F: 3 clusters Score -9125800 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -9126278.000000 Penalty: 5340.646484
	Iteration 2Q: 3 clusters Score -9126278 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25711 members 
Mstep: Class 2 contains 21739 members 
Entering Unmasked Estep 
Score: -9126684.000000 Penalty: 5340.646484
	Iteration 3Q: 3 clusters Score -9126684 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26446 members 
Mstep: Class 2 contains 21004 members 
Entering Unmasked Estep 
Score: -9127169.000000 Penalty: 5340.646484
	Iteration 4Q: 3 clusters Score -9127169 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27397 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -9127783.000000 Penalty: 5340.646484
	Iteration 5Q: 3 clusters Score -9127783 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 18815 members 
Entering Unmasked Estep 
Score: -9128450.000000 Penalty: 5340.646484
	Iteration 6Q: 3 clusters Score -9128450 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30151 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -9129428.000000 Penalty: 5340.646484
	Iteration 7Q: 3 clusters Score -9129428 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31983 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -9130604.000000 Penalty: 5340.646484
	Iteration 8Q: 3 clusters Score -9130604 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -9131773.000000 Penalty: 5340.646484
	Iteration 9F: 3 clusters Score -9131773 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35550 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -9132926.000000 Penalty: 5340.646484
	Iteration 10Q: 3 clusters Score -9132926 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37011 members 
Mstep: Class 2 contains 10439 members 
Entering Unmasked Estep 
Score: -9133955.000000 Penalty: 5340.646484
	Iteration 11Q: 3 clusters Score -9133955 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38140 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -9134692.000000 Penalty: 5340.646484
	Iteration 12Q: 3 clusters Score -9134692 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38972 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -9135386.000000 Penalty: 5340.646484
	Iteration 13Q: 3 clusters Score -9135386 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39567 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -9135896.000000 Penalty: 5340.646484
	Iteration 14Q: 3 clusters Score -9135896 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39941 members 
Mstep: Class 2 contains 7509 members 
Entering Unmasked Estep 
Score: -9136366.000000 Penalty: 5340.646484
	Iteration 15Q: 3 clusters Score -9136366 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -9136792.000000 Penalty: 5340.646484
	Iteration 16Q: 3 clusters Score -9136792 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -9137037.000000 Penalty: 5340.646484
	Iteration 17Q: 3 clusters Score -9137037 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 6798 members 
Entering Unmasked Estep 
Score: -9137282.000000 Penalty: 5340.646484
	Iteration 18Q: 3 clusters Score -9137282 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -9137514.000000 Penalty: 5340.646484
	Iteration 19Q: 3 clusters Score -9137514 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40996 members 
Mstep: Class 2 contains 6454 members 
Entering Unmasked Estep 
Score: -9137683.000000 Penalty: 5340.646484
	Iteration 20F: 3 clusters Score -9137683 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41161 members 
Mstep: Class 2 contains 6289 members 
Entering Unmasked Estep 
Score: -9137810.000000 Penalty: 5340.646484
	Iteration 21Q: 3 clusters Score -9137810 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41318 members 
Mstep: Class 2 contains 6132 members 
Entering Unmasked Estep 
Score: -9137917.000000 Penalty: 5340.646484
	Iteration 22Q: 3 clusters Score -9137917 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41488 members 
Mstep: Class 2 contains 5962 members 
Entering Unmasked Estep 
Score: -9138013.000000 Penalty: 5340.646484
	Iteration 23Q: 3 clusters Score -9138013 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -9138176.000000 Penalty: 5340.646484
	Iteration 24Q: 3 clusters Score -9138176 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 5637 members 
Entering Unmasked Estep 
Score: -9138303.000000 Penalty: 5340.646484
	Iteration 25Q: 3 clusters Score -9138303 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41954 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -9138415.000000 Penalty: 5340.646484
	Iteration 26Q: 3 clusters Score -9138415 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42107 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -9138509.000000 Penalty: 5340.646484
	Iteration 27Q: 3 clusters Score -9138509 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42210 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -9138579.000000 Penalty: 5340.646484
	Iteration 28Q: 3 clusters Score -9138579 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42313 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -9138644.000000 Penalty: 5340.646484
	Iteration 29Q: 3 clusters Score -9138644 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42422 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -9138729.000000 Penalty: 5340.646484
	Iteration 30Q: 3 clusters Score -9138729 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -9138802.000000 Penalty: 5340.646484
	Iteration 31Q: 3 clusters Score -9138802 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42621 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
Score: -9138918.000000 Penalty: 5340.646484
	Iteration 32Q: 3 clusters Score -9138918 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42701 members 
Mstep: Class 2 contains 4749 members 
Entering Unmasked Estep 
Score: -9138972.000000 Penalty: 5340.646484
	Iteration 33Q: 3 clusters Score -9138972 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42782 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -9139041.000000 Penalty: 5340.646484
	Iteration 34Q: 3 clusters Score -9139041 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42867 members 
Mstep: Class 2 contains 4583 members 
Entering Unmasked Estep 
Score: -9139117.000000 Penalty: 5340.646484
	Iteration 35Q: 3 clusters Score -9139117 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42944 members 
Mstep: Class 2 contains 4506 members 
Entering Unmasked Estep 
Score: -9139158.000000 Penalty: 5340.646484
	Iteration 36Q: 3 clusters Score -9139158 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 4434 members 
Entering Unmasked Estep 
Score: -9139182.000000 Penalty: 5340.646484
	Iteration 37Q: 3 clusters Score -9139182 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43067 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -9139214.000000 Penalty: 5340.646484
	Iteration 38Q: 3 clusters Score -9139214 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43128 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -9139232.000000 Penalty: 5340.646484
	Iteration 39Q: 3 clusters Score -9139232 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43175 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -9139268.000000 Penalty: 5340.646484
	Iteration 40F: 3 clusters Score -9139268 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -9139281.000000 Penalty: 5340.646484
	Iteration 41Q: 3 clusters Score -9139281 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -9139274.000000 Penalty: 5340.646484
	Iteration 42Q: 3 clusters Score -9139274 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43302 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -9139283.000000 Penalty: 5340.646484
	Iteration 43Q: 3 clusters Score -9139283 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43335 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -9139281.000000 Penalty: 5340.646484
	Iteration 44Q: 3 clusters Score -9139281 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 4078 members 
Entering Unmasked Estep 
Score: -9139287.000000 Penalty: 5340.646484
	Iteration 45Q: 3 clusters Score -9139287 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43406 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -9139292.000000 Penalty: 5340.646484
	Iteration 46Q: 3 clusters Score -9139292 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -9139294.000000 Penalty: 5340.646484
	Iteration 47Q: 3 clusters Score -9139294 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43472 members 
Mstep: Class 2 contains 3978 members 
Entering Unmasked Estep 
Score: -9139311.000000 Penalty: 5340.646484
	Iteration 48Q: 3 clusters Score -9139311 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -9139333.000000 Penalty: 5340.646484
	Iteration 49Q: 3 clusters Score -9139333 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43527 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -9139345.000000 Penalty: 5340.646484
	Iteration 50Q: 3 clusters Score -9139345 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -9139341.000000 Penalty: 5340.646484
	Iteration 51Q: 3 clusters Score -9139341 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43559 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -9139341.000000 Penalty: 5340.646484
	Iteration 52Q: 3 clusters Score -9139341 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43582 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -9139346.000000 Penalty: 5340.646484
	Iteration 53Q: 3 clusters Score -9139346 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43605 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -9139356.000000 Penalty: 5340.646484
	Iteration 54Q: 3 clusters Score -9139356 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43629 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -9139370.000000 Penalty: 5340.646484
	Iteration 55Q: 3 clusters Score -9139370 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43644 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -9139381.000000 Penalty: 5340.646484
	Iteration 56Q: 3 clusters Score -9139381 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43655 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -9139371.000000 Penalty: 5340.646484
	Iteration 57Q: 3 clusters Score -9139371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43664 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -9139376.000000 Penalty: 5340.646484
	Iteration 58Q: 3 clusters Score -9139376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 3771 members 
Entering Unmasked Estep 
Score: -9139393.000000 Penalty: 5340.646484
	Iteration 59Q: 3 clusters Score -9139393 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43688 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -9139402.000000 Penalty: 5340.646484
	Iteration 60F: 3 clusters Score -9139402 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -9139411.000000 Penalty: 5340.646484
	Iteration 61Q: 3 clusters Score -9139411 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43703 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -9139409.000000 Penalty: 5340.646484
	Iteration 62Q: 3 clusters Score -9139409 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -9139418.000000 Penalty: 5340.646484
	Iteration 63Q: 3 clusters Score -9139418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43725 members 
Mstep: Class 2 contains 3725 members 
Entering Unmasked Estep 
Score: -9139406.000000 Penalty: 5340.646484
	Iteration 64Q: 3 clusters Score -9139406 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43740 members 
Mstep: Class 2 contains 3710 members 
Entering Unmasked Estep 
Score: -9139417.000000 Penalty: 5340.646484
	Iteration 65Q: 3 clusters Score -9139417 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43756 members 
Mstep: Class 2 contains 3694 members 
Entering Unmasked Estep 
Score: -9139413.000000 Penalty: 5340.646484
	Iteration 66Q: 3 clusters Score -9139413 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43761 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -9139419.000000 Penalty: 5340.646484
	Iteration 67Q: 3 clusters Score -9139419 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43763 members 
Mstep: Class 2 contains 3687 members 
Entering Unmasked Estep 
Score: -9139422.000000 Penalty: 5340.646484
	Iteration 68Q: 3 clusters Score -9139422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43767 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -9139427.000000 Penalty: 5340.646484
	Iteration 69Q: 3 clusters Score -9139427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43764 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -9139437.000000 Penalty: 5340.646484
	Iteration 70Q: 3 clusters Score -9139437 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43771 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -9139431.000000 Penalty: 5340.646484
	Iteration 71Q: 3 clusters Score -9139431 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43783 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -9139412.000000 Penalty: 5340.646484
	Iteration 72Q: 3 clusters Score -9139412 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43794 members 
Mstep: Class 2 contains 3656 members 
Entering Unmasked Estep 
Score: -9139413.000000 Penalty: 5340.646484
	Iteration 73Q: 3 clusters Score -9139413 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43803 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -9139427.000000 Penalty: 5340.646484
	Iteration 74Q: 3 clusters Score -9139427 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43817 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -9139431.000000 Penalty: 5340.646484
	Iteration 75Q: 3 clusters Score -9139431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -9139433.000000 Penalty: 5340.646484
	Iteration 76Q: 3 clusters Score -9139433 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43836 members 
Mstep: Class 2 contains 3614 members 
Entering Unmasked Estep 
Score: -9139423.000000 Penalty: 5340.646484
	Iteration 77Q: 3 clusters Score -9139423 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43842 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -9139443.000000 Penalty: 5340.646484
	Iteration 78Q: 3 clusters Score -9139443 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43850 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -9139449.000000 Penalty: 5340.646484
	Iteration 79Q: 3 clusters Score -9139449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -9139447.000000 Penalty: 5340.646484
	Iteration 80F: 3 clusters Score -9139447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43872 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -9139447.000000 Penalty: 5340.646484
	Iteration 81Q: 3 clusters Score -9139447 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43880 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -9139439.000000 Penalty: 5340.646484
	Iteration 82Q: 3 clusters Score -9139439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43883 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -9139451.000000 Penalty: 5340.646484
	Iteration 83Q: 3 clusters Score -9139451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -9139457.000000 Penalty: 5340.646484
	Iteration 84Q: 3 clusters Score -9139457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43888 members 
Mstep: Class 2 contains 3562 members 
Entering Unmasked Estep 
Score: -9139463.000000 Penalty: 5340.646484
	Iteration 85Q: 3 clusters Score -9139463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -9139466.000000 Penalty: 5340.646484
	Iteration 86Q: 3 clusters Score -9139466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -9139449.000000 Penalty: 5340.646484
	Iteration 87Q: 3 clusters Score -9139449 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43887 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -9139458.000000 Penalty: 5340.646484
	Iteration 88Q: 3 clusters Score -9139458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43894 members 
Mstep: Class 2 contains 3556 members 
Entering Unmasked Estep 
Score: -9139464.000000 Penalty: 5340.646484
	Iteration 89Q: 3 clusters Score -9139464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43904 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -9139452.000000 Penalty: 5340.646484
	Iteration 90Q: 3 clusters Score -9139452 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43913 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -9139452.000000 Penalty: 5340.646484
	Iteration 91Q: 3 clusters Score -9139452 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -9139450.000000 Penalty: 5340.646484
	Iteration 92Q: 3 clusters Score -9139450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43916 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -9139448.000000 Penalty: 5340.646484
	Iteration 93Q: 3 clusters Score -9139448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43918 members 
Mstep: Class 2 contains 3532 members 
Entering Unmasked Estep 
Score: -9139454.000000 Penalty: 5340.646484
	Iteration 94Q: 3 clusters Score -9139454 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -9139452.000000 Penalty: 5340.646484
	Iteration 95Q: 3 clusters Score -9139452 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43919 members 
Mstep: Class 2 contains 3531 members 
Entering Unmasked Estep 
Score: -9139457.000000 Penalty: 5340.646484
	Iteration 96Q: 3 clusters Score -9139457 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43920 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -9139465.000000 Penalty: 5340.646484
	Iteration 97Q: 3 clusters Score -9139465 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43921 members 
Mstep: Class 2 contains 3529 members 
Entering Unmasked Estep 
Score: -9139469.000000 Penalty: 5340.646484
	Iteration 98Q: 3 clusters Score -9139469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -9139468.000000 Penalty: 5340.646484
	Iteration 99Q: 3 clusters Score -9139468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43925 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -9139472.000000 Penalty: 5340.646484
	Iteration 100F: 3 clusters Score -9139472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -9139473.000000 Penalty: 5340.646484
	Iteration 101Q: 3 clusters Score -9139473 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -9139473.000000 Penalty: 5340.646484
	Iteration 102F: 3 clusters Score -9139473 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8208 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Entering Unmasked Estep 
Score: -1433292.250000 Penalty: 2235.190186
	Iteration 0F: 2 clusters Score -1433292 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -1426752.125000 Penalty: 4470.380371
	Iteration 0F: 3 clusters Score -1426752 nChanged 3392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3953 members 
Mstep: Class 2 contains 4255 members 
Entering Unmasked Estep 
Score: -1429308.625000 Penalty: 4470.380371
	Iteration 1F: 3 clusters Score -1429309 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1430418.500000 Penalty: 4470.380371
	Iteration 2F: 3 clusters Score -1430418 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -1431401.125000 Penalty: 4470.380371
	Iteration 3F: 3 clusters Score -1431401 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -1432181.625000 Penalty: 4470.380371
	Iteration 4F: 3 clusters Score -1432182 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -1432645.625000 Penalty: 4470.380371
	Iteration 5F: 3 clusters Score -1432646 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2359 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -1432870.875000 Penalty: 4470.380371
	Iteration 6Q: 3 clusters Score -1432871 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 5983 members 
Entering Unmasked Estep 
Score: -1432989.250000 Penalty: 4470.380371
	Iteration 7Q: 3 clusters Score -1432989 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
Score: -1433070.625000 Penalty: 4470.380371
	Iteration 8Q: 3 clusters Score -1433071 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 6174 members 
Entering Unmasked Estep 
Score: -1433129.125000 Penalty: 4470.380371
	Iteration 9Q: 3 clusters Score -1433129 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 6237 members 
Entering Unmasked Estep 
Score: -1433171.000000 Penalty: 4470.380371
	Iteration 10Q: 3 clusters Score -1433171 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 6285 members 
Entering Unmasked Estep 
Score: -1433199.875000 Penalty: 4470.380371
	Iteration 11Q: 3 clusters Score -1433200 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 6317 members 
Entering Unmasked Estep 
Score: -1433213.750000 Penalty: 4470.380371
	Iteration 12Q: 3 clusters Score -1433214 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -1433230.500000 Penalty: 4470.380371
	Iteration 13Q: 3 clusters Score -1433230 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 6374 members 
Entering Unmasked Estep 
Score: -1433244.375000 Penalty: 4470.380371
	Iteration 14Q: 3 clusters Score -1433244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 6386 members 
Entering Unmasked Estep 
Score: -1433248.125000 Penalty: 4470.380371
	Iteration 15Q: 3 clusters Score -1433248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 6401 members 
Entering Unmasked Estep 
Score: -1433257.625000 Penalty: 4470.380371
	Iteration 16Q: 3 clusters Score -1433258 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 6419 members 
Entering Unmasked Estep 
Score: -1433270.375000 Penalty: 4470.380371
	Iteration 17Q: 3 clusters Score -1433270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -1433270.875000 Penalty: 4470.380371
	Iteration 18Q: 3 clusters Score -1433271 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 6445 members 
Entering Unmasked Estep 
Score: -1433271.375000 Penalty: 4470.380371
	Iteration 19Q: 3 clusters Score -1433271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 6450 members 
Entering Unmasked Estep 
Score: -1433271.000000 Penalty: 4470.380371
	Iteration 20F: 3 clusters Score -1433271 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1433273.750000 Penalty: 4470.380371
	Iteration 21Q: 3 clusters Score -1433274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 6459 members 
Entering Unmasked Estep 
Score: -1433275.875000 Penalty: 4470.380371
	Iteration 22Q: 3 clusters Score -1433276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1433280.000000 Penalty: 4470.380371
	Iteration 23Q: 3 clusters Score -1433280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1433279.875000 Penalty: 4470.380371
	Iteration 24Q: 3 clusters Score -1433280 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1746 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1433279.875000 Penalty: 4470.380371
	Iteration 25F: 3 clusters Score -1433280 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (22872 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22872 members 
Entering Unmasked Estep 
Score: -4494729.500000 Penalty: 2489.342041
	Iteration 0F: 2 clusters Score -4494730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11274 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -4479018.500000 Penalty: 4978.684082
	Iteration 0F: 3 clusters Score -4479018 nChanged 10090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10214 members 
Mstep: Class 2 contains 12658 members 
Entering Unmasked Estep 
Score: -4484521.000000 Penalty: 4978.684082
	Iteration 1F: 3 clusters Score -4484521 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 13295 members 
Entering Unmasked Estep 
Score: -4485083.500000 Penalty: 4978.684082
	Iteration 2F: 3 clusters Score -4485084 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 14058 members 
Entering Unmasked Estep 
Score: -4485635.000000 Penalty: 4978.684082
	Iteration 3F: 3 clusters Score -4485635 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 14981 members 
Entering Unmasked Estep 
Score: -4486261.000000 Penalty: 4978.684082
	Iteration 4F: 3 clusters Score -4486261 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -4486949.000000 Penalty: 4978.684082
	Iteration 5F: 3 clusters Score -4486949 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5631 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4487845.500000 Penalty: 4978.684082
	Iteration 6F: 3 clusters Score -4487846 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -4488925.500000 Penalty: 4978.684082
	Iteration 7F: 3 clusters Score -4488926 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 19857 members 
Entering Unmasked Estep 
Score: -4490002.000000 Penalty: 4978.684082
	Iteration 8F: 3 clusters Score -4490002 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 20940 members 
Entering Unmasked Estep 
Score: -4490980.500000 Penalty: 4978.684082
	Iteration 9Q: 3 clusters Score -4490980 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -4491685.500000 Penalty: 4978.684082
	Iteration 10Q: 3 clusters Score -4491686 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -4492024.500000 Penalty: 4978.684082
	Iteration 11Q: 3 clusters Score -4492024 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 22314 members 
Entering Unmasked Estep 
Score: -4492218.000000 Penalty: 4978.684082
	Iteration 12Q: 3 clusters Score -4492218 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 22417 members 
Entering Unmasked Estep 
Score: -4492351.500000 Penalty: 4978.684082
	Iteration 13Q: 3 clusters Score -4492352 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 22468 members 
Entering Unmasked Estep 
Score: -4492429.000000 Penalty: 4978.684082
	Iteration 14Q: 3 clusters Score -4492429 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -4492471.000000 Penalty: 4978.684082
	Iteration 15Q: 3 clusters Score -4492471 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -4492501.000000 Penalty: 4978.684082
	Iteration 16Q: 3 clusters Score -4492501 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 22512 members 
Entering Unmasked Estep 
Score: -4492514.000000 Penalty: 4978.684082
	Iteration 17Q: 3 clusters Score -4492514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -4492520.000000 Penalty: 4978.684082
	Iteration 18Q: 3 clusters Score -4492520 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -4492520.000000 Penalty: 4978.684082
	Iteration 19F: 3 clusters Score -4492520 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51930 members 
Entering Unmasked Estep 
Score: -9758332.000000 Penalty: 2692.697510
	Iteration 0F: 2 clusters Score -9758332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 26094 members 
Entering Unmasked Estep 
Score: -9724557.000000 Penalty: 5385.395020
	Iteration 0F: 3 clusters Score -9724557 nChanged 24019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -9737724.000000 Penalty: 5385.395020
	Iteration 1F: 3 clusters Score -9737724 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -9738368.000000 Penalty: 5385.395020
	Iteration 2Q: 3 clusters Score -9738368 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23791 members 
Mstep: Class 2 contains 28139 members 
Entering Unmasked Estep 
Score: -9738941.000000 Penalty: 5385.395020
	Iteration 3Q: 3 clusters Score -9738941 nChanged 2036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22639 members 
Mstep: Class 2 contains 29291 members 
Entering Unmasked Estep 
Score: -9739630.000000 Penalty: 5385.395020
	Iteration 4Q: 3 clusters Score -9739630 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21057 members 
Mstep: Class 2 contains 30873 members 
Entering Unmasked Estep 
Score: -9740537.000000 Penalty: 5385.395020
	Iteration 5Q: 3 clusters Score -9740537 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 33002 members 
Entering Unmasked Estep 
Score: -9741691.000000 Penalty: 5385.395020
	Iteration 6Q: 3 clusters Score -9741691 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 35716 members 
Entering Unmasked Estep 
Score: -9743334.000000 Penalty: 5385.395020
	Iteration 7F: 3 clusters Score -9743334 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12914 members 
Mstep: Class 2 contains 39016 members 
Entering Unmasked Estep 
Score: -9745799.000000 Penalty: 5385.395020
	Iteration 8F: 3 clusters Score -9745799 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 42671 members 
Entering Unmasked Estep 
Score: -9748823.000000 Penalty: 5385.395020
	Iteration 9F: 3 clusters Score -9748823 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 45974 members 
Entering Unmasked Estep 
Score: -9751460.000000 Penalty: 5385.395020
	Iteration 10F: 3 clusters Score -9751460 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3448 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -9753524.000000 Penalty: 5385.395020
	Iteration 11Q: 3 clusters Score -9753524 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 49978 members 
Entering Unmasked Estep 
Score: -9754718.000000 Penalty: 5385.395020
	Iteration 12Q: 3 clusters Score -9754718 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 50689 members 
Entering Unmasked Estep 
Score: -9755339.000000 Penalty: 5385.395020
	Iteration 13Q: 3 clusters Score -9755339 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 51035 members 
Entering Unmasked Estep 
Score: -9755626.000000 Penalty: 5385.395020
	Iteration 14Q: 3 clusters Score -9755626 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 51219 members 
Entering Unmasked Estep 
Score: -9755807.000000 Penalty: 5385.395020
	Iteration 15Q: 3 clusters Score -9755807 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 51315 members 
Entering Unmasked Estep 
Score: -9755900.000000 Penalty: 5385.395020
	Iteration 16Q: 3 clusters Score -9755900 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 51363 members 
Entering Unmasked Estep 
Score: -9755944.000000 Penalty: 5385.395020
	Iteration 17Q: 3 clusters Score -9755944 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 51388 members 
Entering Unmasked Estep 
Score: -9755985.000000 Penalty: 5385.395020
	Iteration 18Q: 3 clusters Score -9755985 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 51414 members 
Entering Unmasked Estep 
Score: -9756009.000000 Penalty: 5385.395020
	Iteration 19Q: 3 clusters Score -9756009 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 51431 members 
Entering Unmasked Estep 
Score: -9756040.000000 Penalty: 5385.395020
	Iteration 20F: 3 clusters Score -9756040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 51432 members 
Entering Unmasked Estep 
Score: -9756039.000000 Penalty: 5385.395020
	Iteration 21Q: 3 clusters Score -9756039 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 51441 members 
Entering Unmasked Estep 
Score: -9756062.000000 Penalty: 5385.395020
	Iteration 22Q: 3 clusters Score -9756062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 51450 members 
Entering Unmasked Estep 
Score: -9756063.000000 Penalty: 5385.395020
	Iteration 23Q: 3 clusters Score -9756063 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 51456 members 
Entering Unmasked Estep 
Score: -9756069.000000 Penalty: 5385.395020
	Iteration 24Q: 3 clusters Score -9756069 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 51462 members 
Entering Unmasked Estep 
Score: -9756069.000000 Penalty: 5385.395020
	Iteration 25Q: 3 clusters Score -9756069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 51468 members 
Entering Unmasked Estep 
Score: -9756089.000000 Penalty: 5385.395020
	Iteration 26Q: 3 clusters Score -9756089 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 51475 members 
Entering Unmasked Estep 
Score: -9756087.000000 Penalty: 5385.395020
	Iteration 27Q: 3 clusters Score -9756087 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 51482 members 
Entering Unmasked Estep 
Score: -9756087.000000 Penalty: 5385.395020
	Iteration 28Q: 3 clusters Score -9756087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 51486 members 
Entering Unmasked Estep 
Score: -9756093.000000 Penalty: 5385.395020
	Iteration 29Q: 3 clusters Score -9756093 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 51489 members 
Entering Unmasked Estep 
Score: -9756094.000000 Penalty: 5385.395020
	Iteration 30Q: 3 clusters Score -9756094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 51492 members 
Entering Unmasked Estep 
Score: -9756096.000000 Penalty: 5385.395020
	Iteration 31Q: 3 clusters Score -9756096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -9756095.000000 Penalty: 5385.395020
	Iteration 32Q: 3 clusters Score -9756095 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 51491 members 
Entering Unmasked Estep 
Score: -9756095.000000 Penalty: 5385.395020
	Iteration 33F: 3 clusters Score -9756095 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (70168 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70168 members 
Entering Unmasked Estep 
Score: -12749476.000000 Penalty: 2767.344482
	Iteration 0F: 2 clusters Score -1.274948e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34836 members 
Mstep: Class 2 contains 35332 members 
Entering Unmasked Estep 
Score: -12706000.000000 Penalty: 5534.688965
	Iteration 0F: 3 clusters Score -1.2706e+07 nChanged 32694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33536 members 
Mstep: Class 2 contains 36632 members 
Entering Unmasked Estep 
Score: -12725003.000000 Penalty: 5534.688965
	Iteration 1F: 3 clusters Score -1.2725e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32838 members 
Mstep: Class 2 contains 37330 members 
Entering Unmasked Estep 
Score: -12725938.000000 Penalty: 5534.688965
	Iteration 2Q: 3 clusters Score -1.272594e+07 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
Score: -12726982.000000 Penalty: 5534.688965
	Iteration 3Q: 3 clusters Score -1.272698e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 39613 members 
Entering Unmasked Estep 
Score: -12728162.000000 Penalty: 5534.688965
	Iteration 4Q: 3 clusters Score -1.272816e+07 nChanged 3006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28675 members 
Mstep: Class 2 contains 41493 members 
Entering Unmasked Estep 
Score: -12729462.000000 Penalty: 5534.688965
	Iteration 5Q: 3 clusters Score -1.272946e+07 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26175 members 
Mstep: Class 2 contains 43993 members 
Entering Unmasked Estep 
Score: -12731004.000000 Penalty: 5534.688965
	Iteration 6Q: 3 clusters Score -1.2731e+07 nChanged 3684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22883 members 
Mstep: Class 2 contains 47285 members 
Entering Unmasked Estep 
Score: -12733123.000000 Penalty: 5534.688965
	Iteration 7F: 3 clusters Score -1.273312e+07 nChanged 4179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 51212 members 
Entering Unmasked Estep 
Score: -12735766.000000 Penalty: 5534.688965
	Iteration 8F: 3 clusters Score -1.273577e+07 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 55372 members 
Entering Unmasked Estep 
Score: -12738641.000000 Penalty: 5534.688965
	Iteration 9F: 3 clusters Score -1.273864e+07 nChanged 4049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10799 members 
Mstep: Class 2 contains 59369 members 
Entering Unmasked Estep 
Score: -12741321.000000 Penalty: 5534.688965
	Iteration 10F: 3 clusters Score -1.274132e+07 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 62781 members 
Entering Unmasked Estep 
Score: -12743206.000000 Penalty: 5534.688965
	Iteration 11Q: 3 clusters Score -1.274321e+07 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 65363 members 
Entering Unmasked Estep 
Score: -12744642.000000 Penalty: 5534.688965
	Iteration 12Q: 3 clusters Score -1.274464e+07 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 67111 members 
Entering Unmasked Estep 
Score: -12745503.000000 Penalty: 5534.688965
	Iteration 13Q: 3 clusters Score -1.27455e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 68182 members 
Entering Unmasked Estep 
Score: -12746091.000000 Penalty: 5534.688965
	Iteration 14Q: 3 clusters Score -1.274609e+07 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 68794 members 
Entering Unmasked Estep 
Score: -12746467.000000 Penalty: 5534.688965
	Iteration 15Q: 3 clusters Score -1.274647e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 69134 members 
Entering Unmasked Estep 
Score: -12746695.000000 Penalty: 5534.688965
	Iteration 16Q: 3 clusters Score -1.27467e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 69333 members 
Entering Unmasked Estep 
Score: -12746822.000000 Penalty: 5534.688965
	Iteration 17Q: 3 clusters Score -1.274682e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 69444 members 
Entering Unmasked Estep 
Score: -12746918.000000 Penalty: 5534.688965
	Iteration 18Q: 3 clusters Score -1.274692e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 69512 members 
Entering Unmasked Estep 
Score: -12746973.000000 Penalty: 5534.688965
	Iteration 19Q: 3 clusters Score -1.274697e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 69559 members 
Entering Unmasked Estep 
Score: -12747012.000000 Penalty: 5534.688965
	Iteration 20F: 3 clusters Score -1.274701e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 69587 members 
Entering Unmasked Estep 
Score: -12747039.000000 Penalty: 5534.688965
	Iteration 21Q: 3 clusters Score -1.274704e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 69608 members 
Entering Unmasked Estep 
Score: -12747080.000000 Penalty: 5534.688965
	Iteration 22Q: 3 clusters Score -1.274708e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 69630 members 
Entering Unmasked Estep 
Score: -12747099.000000 Penalty: 5534.688965
	Iteration 23Q: 3 clusters Score -1.27471e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 69642 members 
Entering Unmasked Estep 
Score: -12747110.000000 Penalty: 5534.688965
	Iteration 24Q: 3 clusters Score -1.274711e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 69651 members 
Entering Unmasked Estep 
Score: -12747130.000000 Penalty: 5534.688965
	Iteration 25Q: 3 clusters Score -1.274713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 69657 members 
Entering Unmasked Estep 
Score: -12747148.000000 Penalty: 5534.688965
	Iteration 26Q: 3 clusters Score -1.274715e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 69662 members 
Entering Unmasked Estep 
Score: -12747152.000000 Penalty: 5534.688965
	Iteration 27Q: 3 clusters Score -1.274715e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 69666 members 
Entering Unmasked Estep 
Score: -12747159.000000 Penalty: 5534.688965
	Iteration 28Q: 3 clusters Score -1.274716e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 69669 members 
Entering Unmasked Estep 
Score: -12747155.000000 Penalty: 5534.688965
	Iteration 29Q: 3 clusters Score -1.274716e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 69676 members 
Entering Unmasked Estep 
Score: -12747167.000000 Penalty: 5534.688965
	Iteration 30Q: 3 clusters Score -1.274717e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -12747180.000000 Penalty: 5534.688965
	Iteration 31Q: 3 clusters Score -1.274718e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -12747189.000000 Penalty: 5534.688965
	Iteration 32Q: 3 clusters Score -1.274719e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -12747188.000000 Penalty: 5534.688965
	Iteration 33Q: 3 clusters Score -1.274719e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 69685 members 
Entering Unmasked Estep 
Score: -12747187.000000 Penalty: 5534.688965
	Iteration 34Q: 3 clusters Score -1.274719e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -12747190.000000 Penalty: 5534.688965
	Iteration 35Q: 3 clusters Score -1.274719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 69683 members 
Entering Unmasked Estep 
Score: -12747192.000000 Penalty: 5534.688965
	Iteration 36Q: 3 clusters Score -1.274719e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -12747195.000000 Penalty: 5534.688965
	Iteration 37Q: 3 clusters Score -1.27472e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 69682 members 
Entering Unmasked Estep 
Score: -12747179.000000 Penalty: 5534.688965
	Iteration 38Q: 3 clusters Score -1.274718e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -12747193.000000 Penalty: 5534.688965
	Iteration 39Q: 3 clusters Score -1.274719e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 69680 members 
Entering Unmasked Estep 
Score: -12747193.000000 Penalty: 5534.688965
	Iteration 40F: 3 clusters Score -1.274719e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52645 members 
Entering Unmasked Estep 
Score: -9905705.000000 Penalty: 2696.088867
	Iteration 0F: 2 clusters Score -9905705 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 26479 members 
Entering Unmasked Estep 
Score: -9871613.000000 Penalty: 5392.177734
	Iteration 0F: 3 clusters Score -9871613 nChanged 24257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -9885205.000000 Penalty: 5392.177734
	Iteration 1F: 3 clusters Score -9885205 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23669 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -9885861.000000 Penalty: 5392.177734
	Iteration 2Q: 3 clusters Score -9885861 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -9886618.000000 Penalty: 5392.177734
	Iteration 3Q: 3 clusters Score -9886618 nChanged 2388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 32150 members 
Entering Unmasked Estep 
Score: -9887553.000000 Penalty: 5392.177734
	Iteration 4Q: 3 clusters Score -9887553 nChanged 2817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 34671 members 
Entering Unmasked Estep 
Score: -9889132.000000 Penalty: 5392.177734
	Iteration 5F: 3 clusters Score -9889132 nChanged 3464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14664 members 
Mstep: Class 2 contains 37981 members 
Entering Unmasked Estep 
Score: -9891430.000000 Penalty: 5392.177734
	Iteration 6F: 3 clusters Score -9891430 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 41768 members 
Entering Unmasked Estep 
Score: -9894415.000000 Penalty: 5392.177734
	Iteration 7F: 3 clusters Score -9894415 nChanged 3851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7062 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -9897702.000000 Penalty: 5392.177734
	Iteration 8F: 3 clusters Score -9897702 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4014 members 
Mstep: Class 2 contains 48631 members 
Entering Unmasked Estep 
Score: -9900189.000000 Penalty: 5392.177734
	Iteration 9F: 3 clusters Score -9900189 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 50521 members 
Entering Unmasked Estep 
Score: -9901662.000000 Penalty: 5392.177734
	Iteration 10Q: 3 clusters Score -9901662 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 51552 members 
Entering Unmasked Estep 
Score: -9902523.000000 Penalty: 5392.177734
	Iteration 11Q: 3 clusters Score -9902523 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 52002 members 
Entering Unmasked Estep 
Score: -9902953.000000 Penalty: 5392.177734
	Iteration 12Q: 3 clusters Score -9902953 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 52185 members 
Entering Unmasked Estep 
Score: -9903132.000000 Penalty: 5392.177734
	Iteration 13Q: 3 clusters Score -9903132 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 52254 members 
Entering Unmasked Estep 
Score: -9903213.000000 Penalty: 5392.177734
	Iteration 14Q: 3 clusters Score -9903213 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 52295 members 
Entering Unmasked Estep 
Score: -9903261.000000 Penalty: 5392.177734
	Iteration 15Q: 3 clusters Score -9903261 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 52319 members 
Entering Unmasked Estep 
Score: -9903291.000000 Penalty: 5392.177734
	Iteration 16Q: 3 clusters Score -9903291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -9903302.000000 Penalty: 5392.177734
	Iteration 17Q: 3 clusters Score -9903302 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 52348 members 
Entering Unmasked Estep 
Score: -9903332.000000 Penalty: 5392.177734
	Iteration 18Q: 3 clusters Score -9903332 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 52356 members 
Entering Unmasked Estep 
Score: -9903347.000000 Penalty: 5392.177734
	Iteration 19Q: 3 clusters Score -9903347 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 52361 members 
Entering Unmasked Estep 
Score: -9903362.000000 Penalty: 5392.177734
	Iteration 20F: 3 clusters Score -9903362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 52364 members 
Entering Unmasked Estep 
Score: -9903366.000000 Penalty: 5392.177734
	Iteration 21Q: 3 clusters Score -9903366 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 52367 members 
Entering Unmasked Estep 
Score: -9903380.000000 Penalty: 5392.177734
	Iteration 22Q: 3 clusters Score -9903380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 52370 members 
Entering Unmasked Estep 
Score: -9903389.000000 Penalty: 5392.177734
	Iteration 23Q: 3 clusters Score -9903389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 52375 members 
Entering Unmasked Estep 
Score: -9903392.000000 Penalty: 5392.177734
	Iteration 24Q: 3 clusters Score -9903392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 52376 members 
Entering Unmasked Estep 
Score: -9903397.000000 Penalty: 5392.177734
	Iteration 25Q: 3 clusters Score -9903397 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 52379 members 
Entering Unmasked Estep 
Score: -9903398.000000 Penalty: 5392.177734
	Iteration 26Q: 3 clusters Score -9903398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -9903406.000000 Penalty: 5392.177734
	Iteration 27Q: 3 clusters Score -9903406 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 52381 members 
Entering Unmasked Estep 
Score: -9903412.000000 Penalty: 5392.177734
	Iteration 28Q: 3 clusters Score -9903412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -9903412.000000 Penalty: 5392.177734
	Iteration 29Q: 3 clusters Score -9903412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 52383 members 
Entering Unmasked Estep 
Score: -9903412.000000 Penalty: 5392.177734
	Iteration 30Q: 3 clusters Score -9903412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -9903412.000000 Penalty: 5392.177734
	Iteration 31Q: 3 clusters Score -9903412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 52382 members 
Entering Unmasked Estep 
Score: -9903412.000000 Penalty: 5392.177734
	Iteration 32F: 3 clusters Score -9903412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4782 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4782 members 
Entering Unmasked Estep 
Score: -891425.062500 Penalty: 2101.208252
	Iteration 0F: 2 clusters Score -891425.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -887033.687500 Penalty: 4202.416504
	Iteration 0F: 3 clusters Score -887033.7 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2270 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -888018.375000 Penalty: 4202.416504
	Iteration 1F: 3 clusters Score -888018.4 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -888250.375000 Penalty: 4202.416504
	Iteration 2F: 3 clusters Score -888250.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -888387.562500 Penalty: 4202.416504
	Iteration 3F: 3 clusters Score -888387.6 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2145 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -888494.500000 Penalty: 4202.416504
	Iteration 4Q: 3 clusters Score -888494.5 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
Score: -888588.812500 Penalty: 4202.416504
	Iteration 5Q: 3 clusters Score -888588.8 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -888670.812500 Penalty: 4202.416504
	Iteration 6Q: 3 clusters Score -888670.8 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -888743.312500 Penalty: 4202.416504
	Iteration 7Q: 3 clusters Score -888743.3 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 2890 members 
Entering Unmasked Estep 
Score: -888808.250000 Penalty: 4202.416504
	Iteration 8Q: 3 clusters Score -888808.2 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -888873.750000 Penalty: 4202.416504
	Iteration 9Q: 3 clusters Score -888873.8 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -888937.187500 Penalty: 4202.416504
	Iteration 10Q: 3 clusters Score -888937.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 3120 members 
Entering Unmasked Estep 
Score: -888992.562500 Penalty: 4202.416504
	Iteration 11Q: 3 clusters Score -888992.6 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -889041.000000 Penalty: 4202.416504
	Iteration 12Q: 3 clusters Score -889041 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -889091.937500 Penalty: 4202.416504
	Iteration 13Q: 3 clusters Score -889091.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -889159.187500 Penalty: 4202.416504
	Iteration 14Q: 3 clusters Score -889159.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -889217.687500 Penalty: 4202.416504
	Iteration 15Q: 3 clusters Score -889217.7 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -889291.187500 Penalty: 4202.416504
	Iteration 16Q: 3 clusters Score -889291.2 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -889370.750000 Penalty: 4202.416504
	Iteration 17Q: 3 clusters Score -889370.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -889436.937500 Penalty: 4202.416504
	Iteration 18Q: 3 clusters Score -889436.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -889496.750000 Penalty: 4202.416504
	Iteration 19Q: 3 clusters Score -889496.8 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3862 members 
Entering Unmasked Estep 
Score: -889543.312500 Penalty: 4202.416504
	Iteration 20F: 3 clusters Score -889543.3 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -889585.500000 Penalty: 4202.416504
	Iteration 21Q: 3 clusters Score -889585.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 3964 members 
Entering Unmasked Estep 
Score: -889620.937500 Penalty: 4202.416504
	Iteration 22Q: 3 clusters Score -889620.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -889648.812500 Penalty: 4202.416504
	Iteration 23Q: 3 clusters Score -889648.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -889667.687500 Penalty: 4202.416504
	Iteration 24Q: 3 clusters Score -889667.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 4049 members 
Entering Unmasked Estep 
Score: -889691.062500 Penalty: 4202.416504
	Iteration 25Q: 3 clusters Score -889691.1 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -889706.437500 Penalty: 4202.416504
	Iteration 26Q: 3 clusters Score -889706.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -889730.000000 Penalty: 4202.416504
	Iteration 27Q: 3 clusters Score -889730 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 4110 members 
Entering Unmasked Estep 
Score: -889746.250000 Penalty: 4202.416504
	Iteration 28Q: 3 clusters Score -889746.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -889764.937500 Penalty: 4202.416504
	Iteration 29Q: 3 clusters Score -889764.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -889788.375000 Penalty: 4202.416504
	Iteration 30Q: 3 clusters Score -889788.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -889803.500000 Penalty: 4202.416504
	Iteration 31Q: 3 clusters Score -889803.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -889809.375000 Penalty: 4202.416504
	Iteration 32Q: 3 clusters Score -889809.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 4165 members 
Entering Unmasked Estep 
Score: -889811.375000 Penalty: 4202.416504
	Iteration 33Q: 3 clusters Score -889811.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -889813.500000 Penalty: 4202.416504
	Iteration 34Q: 3 clusters Score -889813.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 4169 members 
Entering Unmasked Estep 
Score: -889815.937500 Penalty: 4202.416504
	Iteration 35Q: 3 clusters Score -889815.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4171 members 
Entering Unmasked Estep 
Score: -889818.250000 Penalty: 4202.416504
	Iteration 36Q: 3 clusters Score -889818.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -889819.062500 Penalty: 4202.416504
	Iteration 37Q: 3 clusters Score -889819.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -889821.812500 Penalty: 4202.416504
	Iteration 38Q: 3 clusters Score -889821.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -889823.625000 Penalty: 4202.416504
	Iteration 39Q: 3 clusters Score -889823.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 4183 members 
Entering Unmasked Estep 
Score: -889825.375000 Penalty: 4202.416504
	Iteration 40F: 3 clusters Score -889825.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -889827.500000 Penalty: 4202.416504
	Iteration 41Q: 3 clusters Score -889827.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -889827.875000 Penalty: 4202.416504
	Iteration 42Q: 3 clusters Score -889827.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -889828.437500 Penalty: 4202.416504
	Iteration 43Q: 3 clusters Score -889828.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -889828.437500 Penalty: 4202.416504
	Iteration 44F: 3 clusters Score -889828.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Entering Unmasked Estep 
Score: -5649474.000000 Penalty: 2552.620117
	Iteration 0F: 2 clusters Score -5649474 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 14887 members 
Entering Unmasked Estep 
Score: -5629666.000000 Penalty: 5105.240234
	Iteration 0F: 3 clusters Score -5629666 nChanged 13072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 15407 members 
Entering Unmasked Estep 
Score: -5636775.000000 Penalty: 5105.240234
	Iteration 1F: 3 clusters Score -5636775 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -5637259.500000 Penalty: 5105.240234
	Iteration 2F: 3 clusters Score -5637260 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13365 members 
Mstep: Class 2 contains 16155 members 
Entering Unmasked Estep 
Score: -5637699.500000 Penalty: 5105.240234
	Iteration 3Q: 3 clusters Score -5637700 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12810 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
Score: -5638118.000000 Penalty: 5105.240234
	Iteration 4Q: 3 clusters Score -5638118 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12034 members 
Mstep: Class 2 contains 17486 members 
Entering Unmasked Estep 
Score: -5638607.500000 Penalty: 5105.240234
	Iteration 5Q: 3 clusters Score -5638608 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10976 members 
Mstep: Class 2 contains 18544 members 
Entering Unmasked Estep 
Score: -5639237.500000 Penalty: 5105.240234
	Iteration 6Q: 3 clusters Score -5639238 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -5640137.500000 Penalty: 5105.240234
	Iteration 7F: 3 clusters Score -5640138 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -5641353.500000 Penalty: 5105.240234
	Iteration 8F: 3 clusters Score -5641354 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6014 members 
Mstep: Class 2 contains 23506 members 
Entering Unmasked Estep 
Score: -5642847.000000 Penalty: 5105.240234
	Iteration 9F: 3 clusters Score -5642847 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 25219 members 
Entering Unmasked Estep 
Score: -5644265.500000 Penalty: 5105.240234
	Iteration 10F: 3 clusters Score -5644266 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 26525 members 
Entering Unmasked Estep 
Score: -5645391.500000 Penalty: 5105.240234
	Iteration 11Q: 3 clusters Score -5645392 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 27406 members 
Entering Unmasked Estep 
Score: -5646214.000000 Penalty: 5105.240234
	Iteration 12Q: 3 clusters Score -5646214 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -5646656.000000 Penalty: 5105.240234
	Iteration 13Q: 3 clusters Score -5646656 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 28291 members 
Entering Unmasked Estep 
Score: -5646926.500000 Penalty: 5105.240234
	Iteration 14Q: 3 clusters Score -5646926 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -5647095.500000 Penalty: 5105.240234
	Iteration 15Q: 3 clusters Score -5647096 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -5647228.000000 Penalty: 5105.240234
	Iteration 16Q: 3 clusters Score -5647228 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 28682 members 
Entering Unmasked Estep 
Score: -5647287.500000 Penalty: 5105.240234
	Iteration 17Q: 3 clusters Score -5647288 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -5647344.000000 Penalty: 5105.240234
	Iteration 18Q: 3 clusters Score -5647344 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -5647364.000000 Penalty: 5105.240234
	Iteration 19Q: 3 clusters Score -5647364 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -5647375.500000 Penalty: 5105.240234
	Iteration 20F: 3 clusters Score -5647376 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 28815 members 
Entering Unmasked Estep 
Score: -5647392.000000 Penalty: 5105.240234
	Iteration 21Q: 3 clusters Score -5647392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 28831 members 
Entering Unmasked Estep 
Score: -5647404.000000 Penalty: 5105.240234
	Iteration 22Q: 3 clusters Score -5647404 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
Score: -5647420.000000 Penalty: 5105.240234
	Iteration 23Q: 3 clusters Score -5647420 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 28860 members 
Entering Unmasked Estep 
Score: -5647431.000000 Penalty: 5105.240234
	Iteration 24Q: 3 clusters Score -5647431 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -5647430.500000 Penalty: 5105.240234
	Iteration 25Q: 3 clusters Score -5647430 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 28871 members 
Entering Unmasked Estep 
Score: -5647438.000000 Penalty: 5105.240234
	Iteration 26Q: 3 clusters Score -5647438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -5647440.500000 Penalty: 5105.240234
	Iteration 27Q: 3 clusters Score -5647440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -5647440.000000 Penalty: 5105.240234
	Iteration 28Q: 3 clusters Score -5647440 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -5647444.500000 Penalty: 5105.240234
	Iteration 29Q: 3 clusters Score -5647444 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 28899 members 
Entering Unmasked Estep 
Score: -5647446.000000 Penalty: 5105.240234
	Iteration 30Q: 3 clusters Score -5647446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
Score: -5647455.000000 Penalty: 5105.240234
	Iteration 31Q: 3 clusters Score -5647455 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 28914 members 
Entering Unmasked Estep 
Score: -5647463.000000 Penalty: 5105.240234
	Iteration 32Q: 3 clusters Score -5647463 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28918 members 
Entering Unmasked Estep 
Score: -5647461.000000 Penalty: 5105.240234
	Iteration 33Q: 3 clusters Score -5647461 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28920 members 
Entering Unmasked Estep 
Score: -5647458.000000 Penalty: 5105.240234
	Iteration 34Q: 3 clusters Score -5647458 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 28924 members 
Entering Unmasked Estep 
Score: -5647461.000000 Penalty: 5105.240234
	Iteration 35Q: 3 clusters Score -5647461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -5647465.500000 Penalty: 5105.240234
	Iteration 36Q: 3 clusters Score -5647466 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 28934 members 
Entering Unmasked Estep 
Score: -5647472.500000 Penalty: 5105.240234
	Iteration 37Q: 3 clusters Score -5647472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -5647469.500000 Penalty: 5105.240234
	Iteration 38Q: 3 clusters Score -5647470 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 28935 members 
Entering Unmasked Estep 
Score: -5647469.500000 Penalty: 5105.240234
	Iteration 39F: 3 clusters Score -5647470 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -111481.242188 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -111481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -109793.203125 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -109793.2 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -110001.835938 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -110001.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -110085.898438 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -110085.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -110132.765625 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -110132.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -110169.054688 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -110169.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -110189.367188 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -110189.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -110200.179688 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -110200.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -110200.179688 Penalty: 3228.349365
	Iteration 7F: 3 clusters Score -110200.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Entering Unmasked Estep 
Score: -8967090.000000 Penalty: 2666.020996
	Iteration 0F: 2 clusters Score -8967090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23409 members 
Mstep: Class 2 contains 23225 members 
Entering Unmasked Estep 
Score: -8940699.000000 Penalty: 5332.041992
	Iteration 0F: 3 clusters Score -8940699 nChanged 21470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23931 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -8952521.000000 Penalty: 5332.041992
	Iteration 1F: 3 clusters Score -8952521 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -8952982.000000 Penalty: 5332.041992
	Iteration 2Q: 3 clusters Score -8952982 nChanged 1707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 21780 members 
Entering Unmasked Estep 
Score: -8953457.000000 Penalty: 5332.041992
	Iteration 3Q: 3 clusters Score -8953457 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25635 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -8953897.000000 Penalty: 5332.041992
	Iteration 4Q: 3 clusters Score -8953897 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26778 members 
Mstep: Class 2 contains 19856 members 
Entering Unmasked Estep 
Score: -8954502.000000 Penalty: 5332.041992
	Iteration 5Q: 3 clusters Score -8954502 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28377 members 
Mstep: Class 2 contains 18257 members 
Entering Unmasked Estep 
Score: -8955295.000000 Penalty: 5332.041992
	Iteration 6Q: 3 clusters Score -8955295 nChanged 2276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30467 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -8956415.000000 Penalty: 5332.041992
	Iteration 7Q: 3 clusters Score -8956415 nChanged 2706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33089 members 
Mstep: Class 2 contains 13545 members 
Entering Unmasked Estep 
Score: -8957894.000000 Penalty: 5332.041992
	Iteration 8F: 3 clusters Score -8957894 nChanged 3014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36071 members 
Mstep: Class 2 contains 10563 members 
Entering Unmasked Estep 
Score: -8959797.000000 Penalty: 5332.041992
	Iteration 9F: 3 clusters Score -8959797 nChanged 3030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39077 members 
Mstep: Class 2 contains 7557 members 
Entering Unmasked Estep 
Score: -8961899.000000 Penalty: 5332.041992
	Iteration 10F: 3 clusters Score -8961899 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41726 members 
Mstep: Class 2 contains 4908 members 
Entering Unmasked Estep 
Score: -8963333.000000 Penalty: 5332.041992
	Iteration 11F: 3 clusters Score -8963333 nChanged 1847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43569 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8964096.000000 Penalty: 5332.041992
	Iteration 12Q: 3 clusters Score -8964096 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -8964524.000000 Penalty: 5332.041992
	Iteration 13Q: 3 clusters Score -8964524 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45415 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -8964750.000000 Penalty: 5332.041992
	Iteration 14Q: 3 clusters Score -8964750 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -8964771.000000 Penalty: 5332.041992
	Iteration 15Q: 3 clusters Score -8964771 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45941 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -8964799.000000 Penalty: 5332.041992
	Iteration 16Q: 3 clusters Score -8964799 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46025 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8964834.000000 Penalty: 5332.041992
	Iteration 17Q: 3 clusters Score -8964834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -8964854.000000 Penalty: 5332.041992
	Iteration 18Q: 3 clusters Score -8964854 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -8964894.000000 Penalty: 5332.041992
	Iteration 19Q: 3 clusters Score -8964894 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46143 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8964919.000000 Penalty: 5332.041992
	Iteration 20F: 3 clusters Score -8964919 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46175 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -8964938.000000 Penalty: 5332.041992
	Iteration 21Q: 3 clusters Score -8964938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46197 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -8964951.000000 Penalty: 5332.041992
	Iteration 22Q: 3 clusters Score -8964951 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46203 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -8964968.000000 Penalty: 5332.041992
	Iteration 23Q: 3 clusters Score -8964968 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46210 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -8964981.000000 Penalty: 5332.041992
	Iteration 24Q: 3 clusters Score -8964981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46215 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8964994.000000 Penalty: 5332.041992
	Iteration 25Q: 3 clusters Score -8964994 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8964992.000000 Penalty: 5332.041992
	Iteration 26Q: 3 clusters Score -8964992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8964999.000000 Penalty: 5332.041992
	Iteration 27Q: 3 clusters Score -8964999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46217 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -8964993.000000 Penalty: 5332.041992
	Iteration 28Q: 3 clusters Score -8964993 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46216 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8964999.000000 Penalty: 5332.041992
	Iteration 29Q: 3 clusters Score -8964999 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46218 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -8964996.000000 Penalty: 5332.041992
	Iteration 30Q: 3 clusters Score -8964996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46222 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8964999.000000 Penalty: 5332.041992
	Iteration 31Q: 3 clusters Score -8964999 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8965009.000000 Penalty: 5332.041992
	Iteration 32Q: 3 clusters Score -8965009 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46225 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -8965009.000000 Penalty: 5332.041992
	Iteration 33F: 3 clusters Score -8965009 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46096 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46096 members 
Entering Unmasked Estep 
Score: -8695447.000000 Penalty: 2663.143311
	Iteration 0F: 2 clusters Score -8695447 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23034 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -8667680.000000 Penalty: 5326.286621
	Iteration 0F: 3 clusters Score -8667680 nChanged 21225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23007 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -8679540.000000 Penalty: 5326.286621
	Iteration 1F: 3 clusters Score -8679540 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23049 members 
Mstep: Class 2 contains 23047 members 
Entering Unmasked Estep 
Score: -8680152.000000 Penalty: 5326.286621
	Iteration 2Q: 3 clusters Score -8680152 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23122 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -8680751.000000 Penalty: 5326.286621
	Iteration 3Q: 3 clusters Score -8680751 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23185 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -8681256.000000 Penalty: 5326.286621
	Iteration 4Q: 3 clusters Score -8681256 nChanged 1654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23225 members 
Mstep: Class 2 contains 22871 members 
Entering Unmasked Estep 
Score: -8681780.000000 Penalty: 5326.286621
	Iteration 5Q: 3 clusters Score -8681780 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23256 members 
Mstep: Class 2 contains 22840 members 
Entering Unmasked Estep 
Score: -8682397.000000 Penalty: 5326.286621
	Iteration 6Q: 3 clusters Score -8682397 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23275 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -8683165.000000 Penalty: 5326.286621
	Iteration 7Q: 3 clusters Score -8683165 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23291 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -8684172.000000 Penalty: 5326.286621
	Iteration 8Q: 3 clusters Score -8684172 nChanged 2258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -8685521.000000 Penalty: 5326.286621
	Iteration 9Q: 3 clusters Score -8685521 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -8687119.000000 Penalty: 5326.286621
	Iteration 10F: 3 clusters Score -8687119 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23364 members 
Mstep: Class 2 contains 22732 members 
Entering Unmasked Estep 
Score: -8688421.000000 Penalty: 5326.286621
	Iteration 11Q: 3 clusters Score -8688421 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -8689105.000000 Penalty: 5326.286621
	Iteration 12Q: 3 clusters Score -8689105 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23436 members 
Mstep: Class 2 contains 22660 members 
Entering Unmasked Estep 
Score: -8689348.000000 Penalty: 5326.286621
	Iteration 13Q: 3 clusters Score -8689348 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23405 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -8689537.000000 Penalty: 5326.286621
	Iteration 14Q: 3 clusters Score -8689537 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23355 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -8689706.000000 Penalty: 5326.286621
	Iteration 15Q: 3 clusters Score -8689706 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -8689812.000000 Penalty: 5326.286621
	Iteration 16Q: 3 clusters Score -8689812 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -8689906.000000 Penalty: 5326.286621
	Iteration 17Q: 3 clusters Score -8689906 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23236 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -8690016.000000 Penalty: 5326.286621
	Iteration 18Q: 3 clusters Score -8690016 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23197 members 
Mstep: Class 2 contains 22899 members 
Entering Unmasked Estep 
Score: -8690139.000000 Penalty: 5326.286621
	Iteration 19Q: 3 clusters Score -8690139 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 22924 members 
Entering Unmasked Estep 
Score: -8690225.000000 Penalty: 5326.286621
	Iteration 20F: 3 clusters Score -8690225 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -8690371.000000 Penalty: 5326.286621
	Iteration 21Q: 3 clusters Score -8690371 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -8690470.000000 Penalty: 5326.286621
	Iteration 22Q: 3 clusters Score -8690470 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23263 members 
Mstep: Class 2 contains 22833 members 
Entering Unmasked Estep 
Score: -8690567.000000 Penalty: 5326.286621
	Iteration 23Q: 3 clusters Score -8690567 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23363 members 
Mstep: Class 2 contains 22733 members 
Entering Unmasked Estep 
Score: -8690716.000000 Penalty: 5326.286621
	Iteration 24Q: 3 clusters Score -8690716 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23472 members 
Mstep: Class 2 contains 22624 members 
Entering Unmasked Estep 
Score: -8690858.000000 Penalty: 5326.286621
	Iteration 25Q: 3 clusters Score -8690858 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -8690908.000000 Penalty: 5326.286621
	Iteration 26Q: 3 clusters Score -8690908 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23763 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -8691015.000000 Penalty: 5326.286621
	Iteration 27Q: 3 clusters Score -8691015 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23942 members 
Mstep: Class 2 contains 22154 members 
Entering Unmasked Estep 
Score: -8691183.000000 Penalty: 5326.286621
	Iteration 28Q: 3 clusters Score -8691183 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 21922 members 
Entering Unmasked Estep 
Score: -8691337.000000 Penalty: 5326.286621
	Iteration 29Q: 3 clusters Score -8691337 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24405 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -8691493.000000 Penalty: 5326.286621
	Iteration 30Q: 3 clusters Score -8691493 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24605 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -8691596.000000 Penalty: 5326.286621
	Iteration 31Q: 3 clusters Score -8691596 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24845 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -8691722.000000 Penalty: 5326.286621
	Iteration 32Q: 3 clusters Score -8691722 nChanged 462
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8691814 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8691907 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25516 members 
Mstep: Class 2 contains 20580 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8692002 nChanged 385
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25745 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8692104 nChanged 331
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25948 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8692141 nChanged 304
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26146 members 
Mstep: Class 2 contains 19950 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8692184 nChanged 299
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26371 members 
Mstep: Class 2 contains 19725 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8692236 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 19480 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8692288 nChanged 291
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Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 19227 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8692335 nChanged 308
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27149 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8692381 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27426 members 
Mstep: Class 2 contains 18670 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8692439 nChanged 303
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Mstep: Class 1 contains 27725 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8692454 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8692512 nChanged 341
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8692513 nChanged 371
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28747 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8692553 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8692569 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29554 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -8692601.000000 Penalty: 5326.286621
	Iteration 49Q: 3 clusters Score -8692601 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 16072 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8692641 nChanged 533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30555 members 
Mstep: Class 2 contains 15541 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8692711 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8692757 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8692786 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8692832 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33407 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8692905 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8692930 nChanged 805
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35014 members 
Mstep: Class 2 contains 11082 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8692930 nChanged 800
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 10282 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8693001 nChanged 789
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36603 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -8693017.000000 Penalty: 5326.286621
	Iteration 59Q: 3 clusters Score -8693017 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37299 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8693062 nChanged 732
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -8693143.000000 Penalty: 5326.286621
	Iteration 61Q: 3 clusters Score -8693143 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38722 members 
Mstep: Class 2 contains 7374 members 
Entering Unmasked Estep 
Score: -8693115.000000 Penalty: 5326.286621
	Iteration 62Q: 3 clusters Score -8693115 nChanged 638
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39360 members 
Mstep: Class 2 contains 6736 members 
Entering Unmasked Estep 
Score: -8693162.000000 Penalty: 5326.286621
	Iteration 63Q: 3 clusters Score -8693162 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39974 members 
Mstep: Class 2 contains 6122 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8693156 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 5567 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8693176 nChanged 523
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8693169 nChanged 470
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Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8693202 nChanged 467
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Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8693177 nChanged 441
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8693190 nChanged 365
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42791 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8693235 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43130 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8693225 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43448 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -8693248.000000 Penalty: 5326.286621
	Iteration 72Q: 3 clusters Score -8693248 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43733 members 
Mstep: Class 2 contains 2363 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8693262 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43970 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -8693306.000000 Penalty: 5326.286621
	Iteration 74Q: 3 clusters Score -8693306 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -8693287.000000 Penalty: 5326.286621
	Iteration 75Q: 3 clusters Score -8693287 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44372 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8693319.000000 Penalty: 5326.286621
	Iteration 76Q: 3 clusters Score -8693319 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44501 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -8693314.000000 Penalty: 5326.286621
	Iteration 77Q: 3 clusters Score -8693314 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44630 members 
Mstep: Class 2 contains 1466 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8693348 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8693355.000000 Penalty: 5326.286621
	Iteration 79Q: 3 clusters Score -8693355 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44789 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -8693346.000000 Penalty: 5326.286621
	Iteration 80F: 3 clusters Score -8693346 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8693360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8693358.000000 Penalty: 5326.286621
	Iteration 82Q: 3 clusters Score -8693358 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8693360 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44972 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -8693351.000000 Penalty: 5326.286621
	Iteration 84Q: 3 clusters Score -8693351 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8693365 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45024 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -8693371.000000 Penalty: 5326.286621
	Iteration 86Q: 3 clusters Score -8693371 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45053 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -8693375.000000 Penalty: 5326.286621
	Iteration 87Q: 3 clusters Score -8693375 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45079 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -8693376.000000 Penalty: 5326.286621
	Iteration 88Q: 3 clusters Score -8693376 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -8693362.000000 Penalty: 5326.286621
	Iteration 89Q: 3 clusters Score -8693362 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8693372.000000 Penalty: 5326.286621
	Iteration 90Q: 3 clusters Score -8693372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45137 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -8693379.000000 Penalty: 5326.286621
	Iteration 91Q: 3 clusters Score -8693379 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -8693382.000000 Penalty: 5326.286621
	Iteration 92Q: 3 clusters Score -8693382 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45164 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8693382 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8693382 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45177 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8693382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8693383 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45184 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8693388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45187 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -8693378.000000 Penalty: 5326.286621
	Iteration 98Q: 3 clusters Score -8693378 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 900 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8693382 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -8693379.000000 Penalty: 5326.286621
	Iteration 100F: 3 clusters Score -8693379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -8693390.000000 Penalty: 5326.286621
	Iteration 101Q: 3 clusters Score -8693390 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -8693393.000000 Penalty: 5326.286621
	Iteration 102Q: 3 clusters Score -8693393 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45231 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -8693398.000000 Penalty: 5326.286621
	Iteration 103Q: 3 clusters Score -8693398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -8693400.000000 Penalty: 5326.286621
	Iteration 104Q: 3 clusters Score -8693400 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45246 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -8693394.000000 Penalty: 5326.286621
	Iteration 105Q: 3 clusters Score -8693394 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8693393 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45253 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8693390 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -8693396.000000 Penalty: 5326.286621
	Iteration 108Q: 3 clusters Score -8693396 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8693390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -8693391.000000 Penalty: 5326.286621
	Iteration 110Q: 3 clusters Score -8693391 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8693395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -8693399.000000 Penalty: 5326.286621
	Iteration 112Q: 3 clusters Score -8693399 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45270 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -8693398.000000 Penalty: 5326.286621
	Iteration 113Q: 3 clusters Score -8693398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -8693397.000000 Penalty: 5326.286621
	Iteration 114Q: 3 clusters Score -8693397 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8693398.000000 Penalty: 5326.286621
	Iteration 115Q: 3 clusters Score -8693398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -8693390.000000 Penalty: 5326.286621
	Iteration 116Q: 3 clusters Score -8693390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -8693392.000000 Penalty: 5326.286621
	Iteration 117Q: 3 clusters Score -8693392 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45286 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8693391.000000 Penalty: 5326.286621
	Iteration 118Q: 3 clusters Score -8693391 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45289 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8693386 nChanged 0
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8693386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -89996.765625 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -89996.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 259 members 
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Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -88602.8 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -88817.070312 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -88817.07 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -88920.250000 Penalty: 3083.436523
	Iteration 2F: 3 clusters Score -88920.25 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89066.554688 Penalty: 3083.436523
	Iteration 3F: 3 clusters Score -89066.55 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89273.757812 Penalty: 3083.436523
	Iteration 4F: 3 clusters Score -89273.76 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89417.414062 Penalty: 3083.436523
	Iteration 5F: 3 clusters Score -89417.41 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -89524.546875 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -89524.55 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89578.867188 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -89578.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89613.390625 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -89613.39 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89652.031250 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -89652.03 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89654.265625 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -89654.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89686.898438 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -89686.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89709.390625 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -89709.39 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89735.796875 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -89735.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -89764.421875 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -89764.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -89781.039062 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -89781.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89785.750000 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -89785.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -89786.406250 Penalty: 3083.436523
	Iteration 17F: 3 clusters Score -89786.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -89802.867188 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -89802.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -89824.265625 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -89824.27 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -89929.843750 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -89929.84 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -151752.640625 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -151752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -149905.828125 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -149905.8 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -150169.796875 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -150169.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -150257.906250 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -150257.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -150315.609375 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -150315.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -150341.234375 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -150341.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -150352.796875 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -150352.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -150365.703125 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -150365.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -150380.062500 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -150380.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -150389.203125 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -150389.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -150395.031250 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -150395 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -150404.343750 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -150404.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -150419.531250 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -150419.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -150446.593750 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -150446.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -150471.000000 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -150471 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -150479.968750 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -150480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -150484.671875 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -150484.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -150488.718750 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -150488.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -150497.859375 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -150497.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -150506.515625 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -150506.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -150519.781250 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -150519.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -150525.390625 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -150525.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -150528.921875 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -150528.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -150544.187500 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -150544.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -150561.796875 Penalty: 3344.468994
	Iteration 23Q: 3 clusters Score -150561.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -150579.046875 Penalty: 3344.468994
	Iteration 24Q: 3 clusters Score -150579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -150589.953125 Penalty: 3344.468994
	Iteration 25Q: 3 clusters Score -150590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -150595.750000 Penalty: 3344.468994
	Iteration 26Q: 3 clusters Score -150595.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -150603.187500 Penalty: 3344.468994
	Iteration 27Q: 3 clusters Score -150603.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -150621.609375 Penalty: 3344.468994
	Iteration 28Q: 3 clusters Score -150621.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -150651.046875 Penalty: 3344.468994
	Iteration 29Q: 3 clusters Score -150651 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -150692.265625 Penalty: 3344.468994
	Iteration 30Q: 3 clusters Score -150692.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -150715.734375 Penalty: 3344.468994
	Iteration 31Q: 3 clusters Score -150715.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -150722.484375 Penalty: 3344.468994
	Iteration 32Q: 3 clusters Score -150722.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -150729.718750 Penalty: 3344.468994
	Iteration 33Q: 3 clusters Score -150729.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -150737.078125 Penalty: 3344.468994
	Iteration 34Q: 3 clusters Score -150737.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -150748.812500 Penalty: 3344.468994
	Iteration 35Q: 3 clusters Score -150748.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -150757.359375 Penalty: 3344.468994
	Iteration 36Q: 3 clusters Score -150757.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -150761.062500 Penalty: 3344.468994
	Iteration 37Q: 3 clusters Score -150761.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -150762.203125 Penalty: 3344.468994
	Iteration 38Q: 3 clusters Score -150762.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -150762.203125 Penalty: 3344.468994
	Iteration 39F: 3 clusters Score -150762.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Entering Unmasked Estep 
Score: -4679666.500000 Penalty: 2492.284424
	Iteration 0F: 2 clusters Score -4679666 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11694 members 
Mstep: Class 2 contains 11451 members 
Entering Unmasked Estep 
Score: -4664351.500000 Penalty: 4984.568848
	Iteration 0F: 3 clusters Score -4664352 nChanged 10271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -4669923.500000 Penalty: 4984.568848
	Iteration 1F: 3 clusters Score -4669924 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 10104 members 
Entering Unmasked Estep 
Score: -4670495.000000 Penalty: 4984.568848
	Iteration 2F: 3 clusters Score -4670495 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13761 members 
Mstep: Class 2 contains 9384 members 
Entering Unmasked Estep 
Score: -4671069.000000 Penalty: 4984.568848
	Iteration 3F: 3 clusters Score -4671069 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14652 members 
Mstep: Class 2 contains 8493 members 
Entering Unmasked Estep 
Score: -4671672.500000 Penalty: 4984.568848
	Iteration 4F: 3 clusters Score -4671672 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15648 members 
Mstep: Class 2 contains 7497 members 
Entering Unmasked Estep 
Score: -4672310.000000 Penalty: 4984.568848
	Iteration 5F: 3 clusters Score -4672310 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16766 members 
Mstep: Class 2 contains 6379 members 
Entering Unmasked Estep 
Score: -4673083.500000 Penalty: 4984.568848
	Iteration 6F: 3 clusters Score -4673084 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -4674029.000000 Penalty: 4984.568848
	Iteration 7F: 3 clusters Score -4674029 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -4674980.500000 Penalty: 4984.568848
	Iteration 8F: 3 clusters Score -4674980 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19850 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -4675731.000000 Penalty: 4984.568848
	Iteration 9Q: 3 clusters Score -4675731 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20406 members 
Mstep: Class 2 contains 2739 members 
Entering Unmasked Estep 
Score: -4676258.500000 Penalty: 4984.568848
	Iteration 10Q: 3 clusters Score -4676258 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -4676620.500000 Penalty: 4984.568848
	Iteration 11Q: 3 clusters Score -4676620 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20931 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -4676859.500000 Penalty: 4984.568848
	Iteration 12Q: 3 clusters Score -4676860 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21082 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4676998.500000 Penalty: 4984.568848
	Iteration 13Q: 3 clusters Score -4676998 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 1955 members 
Entering Unmasked Estep 
Score: -4677062.000000 Penalty: 4984.568848
	Iteration 14Q: 3 clusters Score -4677062 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21290 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -4677121.000000 Penalty: 4984.568848
	Iteration 15Q: 3 clusters Score -4677121 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4677147.000000 Penalty: 4984.568848
	Iteration 16Q: 3 clusters Score -4677147 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21419 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -4677171.000000 Penalty: 4984.568848
	Iteration 17Q: 3 clusters Score -4677171 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -4677184.500000 Penalty: 4984.568848
	Iteration 18Q: 3 clusters Score -4677184 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -4677206.000000 Penalty: 4984.568848
	Iteration 19Q: 3 clusters Score -4677206 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21535 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -4677224.500000 Penalty: 4984.568848
	Iteration 20F: 3 clusters Score -4677224 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21556 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4677232.000000 Penalty: 4984.568848
	Iteration 21Q: 3 clusters Score -4677232 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -4677237.500000 Penalty: 4984.568848
	Iteration 22Q: 3 clusters Score -4677238 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21593 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -4677239.000000 Penalty: 4984.568848
	Iteration 23Q: 3 clusters Score -4677239 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21614 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -4677241.000000 Penalty: 4984.568848
	Iteration 24Q: 3 clusters Score -4677241 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21636 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4677250.500000 Penalty: 4984.568848
	Iteration 25Q: 3 clusters Score -4677250 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -4677249.000000 Penalty: 4984.568848
	Iteration 26Q: 3 clusters Score -4677249 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21671 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -4677246.000000 Penalty: 4984.568848
	Iteration 27Q: 3 clusters Score -4677246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -4677257.500000 Penalty: 4984.568848
	Iteration 28Q: 3 clusters Score -4677258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4677269.000000 Penalty: 4984.568848
	Iteration 29Q: 3 clusters Score -4677269 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21718 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -4677270.000000 Penalty: 4984.568848
	Iteration 30Q: 3 clusters Score -4677270 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21728 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -4677267.500000 Penalty: 4984.568848
	Iteration 31Q: 3 clusters Score -4677268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4677272.500000 Penalty: 4984.568848
	Iteration 32Q: 3 clusters Score -4677272 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21755 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -4677273.000000 Penalty: 4984.568848
	Iteration 33Q: 3 clusters Score -4677273 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -4677275.000000 Penalty: 4984.568848
	Iteration 34Q: 3 clusters Score -4677275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21775 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -4677278.500000 Penalty: 4984.568848
	Iteration 35Q: 3 clusters Score -4677278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -4677274.000000 Penalty: 4984.568848
	Iteration 36Q: 3 clusters Score -4677274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21790 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -4677281.000000 Penalty: 4984.568848
	Iteration 37Q: 3 clusters Score -4677281 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -4677285.000000 Penalty: 4984.568848
	Iteration 38Q: 3 clusters Score -4677285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -4677283.000000 Penalty: 4984.568848
	Iteration 39Q: 3 clusters Score -4677283 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21812 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -4677289.500000 Penalty: 4984.568848
	Iteration 40F: 3 clusters Score -4677290 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21819 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -4677288.500000 Penalty: 4984.568848
	Iteration 41Q: 3 clusters Score -4677288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -4677285.000000 Penalty: 4984.568848
	Iteration 42Q: 3 clusters Score -4677285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21826 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -4677278.000000 Penalty: 4984.568848
	Iteration 43Q: 3 clusters Score -4677278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21834 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -4677279.000000 Penalty: 4984.568848
	Iteration 44Q: 3 clusters Score -4677279 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -4677284.500000 Penalty: 4984.568848
	Iteration 45Q: 3 clusters Score -4677284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21845 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -4677287.500000 Penalty: 4984.568848
	Iteration 46Q: 3 clusters Score -4677288 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21853 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -4677286.500000 Penalty: 4984.568848
	Iteration 47Q: 3 clusters Score -4677286 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21858 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -4677293.500000 Penalty: 4984.568848
	Iteration 48Q: 3 clusters Score -4677294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21862 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -4677292.000000 Penalty: 4984.568848
	Iteration 49Q: 3 clusters Score -4677292 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -4677286.500000 Penalty: 4984.568848
	Iteration 50Q: 3 clusters Score -4677286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21872 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -4677294.000000 Penalty: 4984.568848
	Iteration 51Q: 3 clusters Score -4677294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21874 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -4677296.000000 Penalty: 4984.568848
	Iteration 52Q: 3 clusters Score -4677296 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -4677296.000000 Penalty: 4984.568848
	Iteration 53Q: 3 clusters Score -4677296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21877 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -4677294.500000 Penalty: 4984.568848
	Iteration 54Q: 3 clusters Score -4677294 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -4677292.000000 Penalty: 4984.568848
	Iteration 55Q: 3 clusters Score -4677292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4677294.000000 Penalty: 4984.568848
	Iteration 56Q: 3 clusters Score -4677294 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -4677294.000000 Penalty: 4984.568848
	Iteration 57F: 3 clusters Score -4677294 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Entering Unmasked Estep 
Score: -5965452.000000 Penalty: 2567.132568
	Iteration 0F: 2 clusters Score -5965452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15641 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -5944420.000000 Penalty: 5134.265137
	Iteration 0F: 3 clusters Score -5944420 nChanged 14127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15830 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -5951949.500000 Penalty: 5134.265137
	Iteration 1F: 3 clusters Score -5951950 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15973 members 
Mstep: Class 2 contains 15326 members 
Entering Unmasked Estep 
Score: -5952475.500000 Penalty: 5134.265137
	Iteration 2Q: 3 clusters Score -5952476 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 15134 members 
Entering Unmasked Estep 
Score: -5953100.500000 Penalty: 5134.265137
	Iteration 3Q: 3 clusters Score -5953100 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16308 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -5953834.000000 Penalty: 5134.265137
	Iteration 4Q: 3 clusters Score -5953834 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16417 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -5954691.500000 Penalty: 5134.265137
	Iteration 5Q: 3 clusters Score -5954692 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16407 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -5955707.500000 Penalty: 5134.265137
	Iteration 6F: 3 clusters Score -5955708 nChanged 1849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -5957104.500000 Penalty: 5134.265137
	Iteration 7F: 3 clusters Score -5957104 nChanged 2149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 15768 members 
Entering Unmasked Estep 
Score: -5958853.000000 Penalty: 5134.265137
	Iteration 8F: 3 clusters Score -5958853 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -5960636.500000 Penalty: 5134.265137
	Iteration 9F: 3 clusters Score -5960636 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -5961865.000000 Penalty: 5134.265137
	Iteration 10F: 3 clusters Score -5961865 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -5962478.000000 Penalty: 5134.265137
	Iteration 11Q: 3 clusters Score -5962478 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 17996 members 
Entering Unmasked Estep 
Score: -5962865.500000 Penalty: 5134.265137
	Iteration 12Q: 3 clusters Score -5962866 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12924 members 
Mstep: Class 2 contains 18375 members 
Entering Unmasked Estep 
Score: -5963163.000000 Penalty: 5134.265137
	Iteration 13Q: 3 clusters Score -5963163 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -5963403.500000 Penalty: 5134.265137
	Iteration 14Q: 3 clusters Score -5963404 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -5963569.500000 Penalty: 5134.265137
	Iteration 15Q: 3 clusters Score -5963570 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12139 members 
Mstep: Class 2 contains 19160 members 
Entering Unmasked Estep 
Score: -5963657.000000 Penalty: 5134.265137
	Iteration 16Q: 3 clusters Score -5963657 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 19346 members 
Entering Unmasked Estep 
Score: -5963749.000000 Penalty: 5134.265137
	Iteration 17Q: 3 clusters Score -5963749 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 19490 members 
Entering Unmasked Estep 
Score: -5963787.500000 Penalty: 5134.265137
	Iteration 18Q: 3 clusters Score -5963788 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11686 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -5963808.000000 Penalty: 5134.265137
	Iteration 19Q: 3 clusters Score -5963808 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11592 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -5963854.500000 Penalty: 5134.265137
	Iteration 20F: 3 clusters Score -5963854 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11511 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -5963870.000000 Penalty: 5134.265137
	Iteration 21Q: 3 clusters Score -5963870 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11436 members 
Mstep: Class 2 contains 19863 members 
Entering Unmasked Estep 
Score: -5963881.000000 Penalty: 5134.265137
	Iteration 22Q: 3 clusters Score -5963881 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -5963884.500000 Penalty: 5134.265137
	Iteration 23Q: 3 clusters Score -5963884 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11289 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -5963896.000000 Penalty: 5134.265137
	Iteration 24Q: 3 clusters Score -5963896 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -5963896.000000 Penalty: 5134.265137
	Iteration 25Q: 3 clusters Score -5963896 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11138 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -5963911.500000 Penalty: 5134.265137
	Iteration 26Q: 3 clusters Score -5963912 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 20229 members 
Entering Unmasked Estep 
Score: -5963896.000000 Penalty: 5134.265137
	Iteration 27Q: 3 clusters Score -5963896 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 20299 members 
Entering Unmasked Estep 
Score: -5963908.000000 Penalty: 5134.265137
	Iteration 28Q: 3 clusters Score -5963908 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -5963909.500000 Penalty: 5134.265137
	Iteration 29Q: 3 clusters Score -5963910 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10854 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5963913.000000 Penalty: 5134.265137
	Iteration 30Q: 3 clusters Score -5963913 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10784 members 
Mstep: Class 2 contains 20515 members 
Entering Unmasked Estep 
Score: -5963913.500000 Penalty: 5134.265137
	Iteration 31Q: 3 clusters Score -5963914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -5963926.000000 Penalty: 5134.265137
	Iteration 32Q: 3 clusters Score -5963926 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -5963920.000000 Penalty: 5134.265137
	Iteration 33Q: 3 clusters Score -5963920 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 20676 members 
Entering Unmasked Estep 
Score: -5963944.000000 Penalty: 5134.265137
	Iteration 34Q: 3 clusters Score -5963944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10567 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -5963954.500000 Penalty: 5134.265137
	Iteration 35Q: 3 clusters Score -5963954 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10495 members 
Mstep: Class 2 contains 20804 members 
Entering Unmasked Estep 
Score: -5963954.500000 Penalty: 5134.265137
	Iteration 36Q: 3 clusters Score -5963954 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 20873 members 
Entering Unmasked Estep 
Score: -5963960.000000 Penalty: 5134.265137
	Iteration 37Q: 3 clusters Score -5963960 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10369 members 
Mstep: Class 2 contains 20930 members 
Entering Unmasked Estep 
Score: -5963968.500000 Penalty: 5134.265137
	Iteration 38Q: 3 clusters Score -5963968 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10315 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -5963972.500000 Penalty: 5134.265137
	Iteration 39Q: 3 clusters Score -5963972 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10262 members 
Mstep: Class 2 contains 21037 members 
Entering Unmasked Estep 
Score: -5963975.500000 Penalty: 5134.265137
	Iteration 40F: 3 clusters Score -5963976 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -5963963.500000 Penalty: 5134.265137
	Iteration 41Q: 3 clusters Score -5963964 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10157 members 
Mstep: Class 2 contains 21142 members 
Entering Unmasked Estep 
Score: -5963956.000000 Penalty: 5134.265137
	Iteration 42Q: 3 clusters Score -5963956 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10109 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -5963973.500000 Penalty: 5134.265137
	Iteration 43Q: 3 clusters Score -5963974 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -5963960.500000 Penalty: 5134.265137
	Iteration 44Q: 3 clusters Score -5963960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10037 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -5963965.500000 Penalty: 5134.265137
	Iteration 45Q: 3 clusters Score -5963966 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10002 members 
Mstep: Class 2 contains 21297 members 
Entering Unmasked Estep 
Score: -5963968.500000 Penalty: 5134.265137
	Iteration 46Q: 3 clusters Score -5963968 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -5963959.500000 Penalty: 5134.265137
	Iteration 47Q: 3 clusters Score -5963960 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9912 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -5963962.000000 Penalty: 5134.265137
	Iteration 48Q: 3 clusters Score -5963962 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9859 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -5963983.500000 Penalty: 5134.265137
	Iteration 49Q: 3 clusters Score -5963984 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 21493 members 
Entering Unmasked Estep 
Score: -5963994.000000 Penalty: 5134.265137
	Iteration 50Q: 3 clusters Score -5963994 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 21542 members 
Entering Unmasked Estep 
Score: -5963988.000000 Penalty: 5134.265137
	Iteration 51Q: 3 clusters Score -5963988 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -5963997.000000 Penalty: 5134.265137
	Iteration 52Q: 3 clusters Score -5963997 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9685 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -5963994.500000 Penalty: 5134.265137
	Iteration 53Q: 3 clusters Score -5963994 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 21652 members 
Entering Unmasked Estep 
Score: -5963985.500000 Penalty: 5134.265137
	Iteration 54Q: 3 clusters Score -5963986 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9616 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -5963990.000000 Penalty: 5134.265137
	Iteration 55Q: 3 clusters Score -5963990 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5963984.000000 Penalty: 5134.265137
	Iteration 56Q: 3 clusters Score -5963984 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9573 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5963985.500000 Penalty: 5134.265137
	Iteration 57Q: 3 clusters Score -5963986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 21746 members 
Entering Unmasked Estep 
Score: -5963987.500000 Penalty: 5134.265137
	Iteration 58Q: 3 clusters Score -5963988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 21761 members 
Entering Unmasked Estep 
Score: -5963997.000000 Penalty: 5134.265137
	Iteration 59Q: 3 clusters Score -5963997 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5963995.500000 Penalty: 5134.265137
	Iteration 60F: 3 clusters Score -5963996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9507 members 
Mstep: Class 2 contains 21792 members 
Entering Unmasked Estep 
Score: -5964007.000000 Penalty: 5134.265137
	Iteration 61Q: 3 clusters Score -5964007 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9488 members 
Mstep: Class 2 contains 21811 members 
Entering Unmasked Estep 
Score: -5964003.000000 Penalty: 5134.265137
	Iteration 62Q: 3 clusters Score -5964003 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9464 members 
Mstep: Class 2 contains 21835 members 
Entering Unmasked Estep 
Score: -5964015.500000 Penalty: 5134.265137
	Iteration 63Q: 3 clusters Score -5964016 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9438 members 
Mstep: Class 2 contains 21861 members 
Entering Unmasked Estep 
Score: -5964007.500000 Penalty: 5134.265137
	Iteration 64Q: 3 clusters Score -5964008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 21893 members 
Entering Unmasked Estep 
Score: -5964012.500000 Penalty: 5134.265137
	Iteration 65Q: 3 clusters Score -5964012 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9384 members 
Mstep: Class 2 contains 21915 members 
Entering Unmasked Estep 
Score: -5964004.000000 Penalty: 5134.265137
	Iteration 66Q: 3 clusters Score -5964004 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9368 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5963999 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 21947 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -5964004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -5964004 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Mstep: Class 2 contains 21974 members 
Entering Unmasked Estep 
Score: -5964008.000000 Penalty: 5134.265137
	Iteration 70Q: 3 clusters Score -5964008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -5964005.000000 Penalty: 5134.265137
	Iteration 71Q: 3 clusters Score -5964005 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9313 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -5964010.000000 Penalty: 5134.265137
	Iteration 72Q: 3 clusters Score -5964010 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 21993 members 
Entering Unmasked Estep 
Score: -5964017.500000 Penalty: 5134.265137
	Iteration 73Q: 3 clusters Score -5964018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 22002 members 
Entering Unmasked Estep 
Score: -5964013.000000 Penalty: 5134.265137
	Iteration 74Q: 3 clusters Score -5964013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9290 members 
Mstep: Class 2 contains 22009 members 
Entering Unmasked Estep 
Score: -5964016.000000 Penalty: 5134.265137
	Iteration 75Q: 3 clusters Score -5964016 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9283 members 
Mstep: Class 2 contains 22016 members 
Entering Unmasked Estep 
Score: -5964015.000000 Penalty: 5134.265137
	Iteration 76Q: 3 clusters Score -5964015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 22026 members 
Entering Unmasked Estep 
Score: -5964016.500000 Penalty: 5134.265137
	Iteration 77Q: 3 clusters Score -5964016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 22034 members 
Entering Unmasked Estep 
Score: -5964011.000000 Penalty: 5134.265137
	Iteration 78Q: 3 clusters Score -5964011 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -5964018.500000 Penalty: 5134.265137
	Iteration 79Q: 3 clusters Score -5964018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9250 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -5964019.000000 Penalty: 5134.265137
	Iteration 80F: 3 clusters Score -5964019 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 22059 members 
Entering Unmasked Estep 
Score: -5964016.500000 Penalty: 5134.265137
	Iteration 81Q: 3 clusters Score -5964016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 22067 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -5964018 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9220 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -5964004.000000 Penalty: 5134.265137
	Iteration 83Q: 3 clusters Score -5964004 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 22085 members 
Entering Unmasked Estep 
Score: -5964021.000000 Penalty: 5134.265137
	Iteration 84Q: 3 clusters Score -5964021 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9208 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -5964018.500000 Penalty: 5134.265137
	Iteration 85Q: 3 clusters Score -5964018 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 22098 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -5964011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 22105 members 
Entering Unmasked Estep 
Score: -5963999.500000 Penalty: 5134.265137
	Iteration 87Q: 3 clusters Score -5964000 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 22113 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5964011 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -5964012.000000 Penalty: 5134.265137
	Iteration 89Q: 3 clusters Score -5964012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -5964007.000000 Penalty: 5134.265137
	Iteration 90Q: 3 clusters Score -5964007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 22124 members 
Entering Unmasked Estep 
Score: -5964007.500000 Penalty: 5134.265137
	Iteration 91Q: 3 clusters Score -5964008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -5964013.000000 Penalty: 5134.265137
	Iteration 92Q: 3 clusters Score -5964013 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5964008 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9123 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -5964039.000000 Penalty: 5134.265137
	Iteration 94Q: 3 clusters Score -5964039 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 22208 members 
Entering Unmasked Estep 
Score: -5964038.500000 Penalty: 5134.265137
	Iteration 95Q: 3 clusters Score -5964038 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -5964042.500000 Penalty: 5134.265137
	Iteration 96Q: 3 clusters Score -5964042 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -5964031.000000 Penalty: 5134.265137
	Iteration 97Q: 3 clusters Score -5964031 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -5964044.000000 Penalty: 5134.265137
	Iteration 98Q: 3 clusters Score -5964044 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 22351 members 
Entering Unmasked Estep 
Score: -5964034.000000 Penalty: 5134.265137
	Iteration 99Q: 3 clusters Score -5964034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -5964033.000000 Penalty: 5134.265137
	Iteration 100F: 3 clusters Score -5964033 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8891 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -5964044.500000 Penalty: 5134.265137
	Iteration 101Q: 3 clusters Score -5964044 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8868 members 
Mstep: Class 2 contains 22431 members 
Entering Unmasked Estep 
Score: -5964035.500000 Penalty: 5134.265137
	Iteration 102Q: 3 clusters Score -5964036 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 22463 members 
Entering Unmasked Estep 
Score: -5964034.500000 Penalty: 5134.265137
	Iteration 103Q: 3 clusters Score -5964034 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -5964030.500000 Penalty: 5134.265137
	Iteration 104Q: 3 clusters Score -5964030 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -5964021.000000 Penalty: 5134.265137
	Iteration 105Q: 3 clusters Score -5964021 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 22582 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -5964030 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8671 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -5964028.000000 Penalty: 5134.265137
	Iteration 107Q: 3 clusters Score -5964028 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8635 members 
Mstep: Class 2 contains 22664 members 
Entering Unmasked Estep 
Score: -5964040.000000 Penalty: 5134.265137
	Iteration 108Q: 3 clusters Score -5964040 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 22698 members 
Entering Unmasked Estep 
Score: -5964040.500000 Penalty: 5134.265137
	Iteration 109Q: 3 clusters Score -5964040 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8576 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -5964023.000000 Penalty: 5134.265137
	Iteration 110Q: 3 clusters Score -5964023 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -5964014.500000 Penalty: 5134.265137
	Iteration 111Q: 3 clusters Score -5964014 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8519 members 
Mstep: Class 2 contains 22780 members 
Entering Unmasked Estep 
Score: -5964021.500000 Penalty: 5134.265137
	Iteration 112Q: 3 clusters Score -5964022 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -5964028.000000 Penalty: 5134.265137
	Iteration 113Q: 3 clusters Score -5964028 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 22830 members 
Entering Unmasked Estep 
Score: -5964034.500000 Penalty: 5134.265137
	Iteration 114Q: 3 clusters Score -5964034 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
Score: -5964036.000000 Penalty: 5134.265137
	Iteration 115Q: 3 clusters Score -5964036 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5964038.500000 Penalty: 5134.265137
	Iteration 116Q: 3 clusters Score -5964038 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -5964042.500000 Penalty: 5134.265137
	Iteration 117Q: 3 clusters Score -5964042 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 22927 members 
Entering Unmasked Estep 
Score: -5964043.500000 Penalty: 5134.265137
	Iteration 118Q: 3 clusters Score -5964044 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5964044 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8334 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -5964036.500000 Penalty: 5134.265137
	Iteration 120F: 3 clusters Score -5964036 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -5964049.500000 Penalty: 5134.265137
	Iteration 121Q: 3 clusters Score -5964050 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 22994 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5964043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8292 members 
Mstep: Class 2 contains 23007 members 
Entering Unmasked Estep 
Score: -5964038.000000 Penalty: 5134.265137
	Iteration 123Q: 3 clusters Score -5964038 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -5964047.000000 Penalty: 5134.265137
	Iteration 124Q: 3 clusters Score -5964047 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8258 members 
Mstep: Class 2 contains 23041 members 
Entering Unmasked Estep 
Score: -5964057.500000 Penalty: 5134.265137
	Iteration 125Q: 3 clusters Score -5964058 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 23056 members 
Entering Unmasked Estep 
Score: -5964061.000000 Penalty: 5134.265137
	Iteration 126Q: 3 clusters Score -5964061 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8219 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
Score: -5964052.000000 Penalty: 5134.265137
	Iteration 127Q: 3 clusters Score -5964052 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8193 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -5964064.000000 Penalty: 5134.265137
	Iteration 128Q: 3 clusters Score -5964064 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -5964057.500000 Penalty: 5134.265137
	Iteration 129Q: 3 clusters Score -5964058 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -5964053.000000 Penalty: 5134.265137
	Iteration 130Q: 3 clusters Score -5964053 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8124 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -5964042.500000 Penalty: 5134.265137
	Iteration 131Q: 3 clusters Score -5964042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8096 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -5964039.000000 Penalty: 5134.265137
	Iteration 132Q: 3 clusters Score -5964039 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 23232 members 
Entering Unmasked Estep 
Score: -5964032.000000 Penalty: 5134.265137
	Iteration 133Q: 3 clusters Score -5964032 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 23257 members 
Entering Unmasked Estep 
Score: -5964035.000000 Penalty: 5134.265137
	Iteration 134Q: 3 clusters Score -5964035 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8022 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -5964030.000000 Penalty: 5134.265137
	Iteration 135Q: 3 clusters Score -5964030 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7997 members 
Mstep: Class 2 contains 23302 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5964036 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7958 members 
Mstep: Class 2 contains 23341 members 
Entering Unmasked Estep 
Score: -5964055.000000 Penalty: 5134.265137
	Iteration 137Q: 3 clusters Score -5964055 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7920 members 
Mstep: Class 2 contains 23379 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5964047 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -5964043.500000 Penalty: 5134.265137
	Iteration 139Q: 3 clusters Score -5964044 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 23466 members 
Entering Unmasked Estep 
Score: -5964033.500000 Penalty: 5134.265137
	Iteration 140F: 3 clusters Score -5964034 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7794 members 
Mstep: Class 2 contains 23505 members 
Entering Unmasked Estep 
Score: -5964046.000000 Penalty: 5134.265137
	Iteration 141Q: 3 clusters Score -5964046 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7749 members 
Mstep: Class 2 contains 23550 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5964044 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -5964057.500000 Penalty: 5134.265137
	Iteration 143Q: 3 clusters Score -5964058 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 23641 members 
Entering Unmasked Estep 
Score: -5964060.000000 Penalty: 5134.265137
	Iteration 144Q: 3 clusters Score -5964060 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7622 members 
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Entering Unmasked Estep 
Score: -5964050.500000 Penalty: 5134.265137
	Iteration 145Q: 3 clusters Score -5964050 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7582 members 
Mstep: Class 2 contains 23717 members 
Entering Unmasked Estep 
Score: -5964064.000000 Penalty: 5134.265137
	Iteration 146Q: 3 clusters Score -5964064 nChanged 39
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7543 members 
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Entering Unmasked Estep 
Score: -5964076.000000 Penalty: 5134.265137
	Iteration 147Q: 3 clusters Score -5964076 nChanged 26
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Mstep: Class 1 contains 7517 members 
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Entering Unmasked Estep 
Score: -5964085.000000 Penalty: 5134.265137
	Iteration 148Q: 3 clusters Score -5964085 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 23800 members 
Entering Unmasked Estep 
Score: -5964089.500000 Penalty: 5134.265137
	Iteration 149Q: 3 clusters Score -5964090 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7480 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5964090 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 23837 members 
Entering Unmasked Estep 
Score: -5964098.000000 Penalty: 5134.265137
	Iteration 151Q: 3 clusters Score -5964098 nChanged 13
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Mstep: Class 1 contains 7449 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -5964093.000000 Penalty: 5134.265137
	Iteration 152Q: 3 clusters Score -5964093 nChanged 9
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Mstep: Class 1 contains 7440 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -5964081.500000 Penalty: 5134.265137
	Iteration 153Q: 3 clusters Score -5964082 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7426 members 
Mstep: Class 2 contains 23873 members 
Entering Unmasked Estep 
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	Iteration 154Q: 3 clusters Score -5964082 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -5964082.500000 Penalty: 5134.265137
	Iteration 155Q: 3 clusters Score -5964082 nChanged 6
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Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 23891 members 
Entering Unmasked Estep 
Score: -5964083.500000 Penalty: 5134.265137
	Iteration 156Q: 3 clusters Score -5964084 nChanged 9
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Mstep: Class 1 contains 7399 members 
Mstep: Class 2 contains 23900 members 
Entering Unmasked Estep 
Score: -5964088.500000 Penalty: 5134.265137
	Iteration 157Q: 3 clusters Score -5964088 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7392 members 
Mstep: Class 2 contains 23907 members 
Entering Unmasked Estep 
Score: -5964088.500000 Penalty: 5134.265137
	Iteration 158Q: 3 clusters Score -5964088 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -5964082.000000 Penalty: 5134.265137
	Iteration 159Q: 3 clusters Score -5964082 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 23932 members 
Entering Unmasked Estep 
Score: -5964085.500000 Penalty: 5134.265137
	Iteration 160F: 3 clusters Score -5964086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 23940 members 
Entering Unmasked Estep 
Score: -5964090.500000 Penalty: 5134.265137
	Iteration 161Q: 3 clusters Score -5964090 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7343 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -5964087.000000 Penalty: 5134.265137
	Iteration 162Q: 3 clusters Score -5964087 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 23968 members 
Entering Unmasked Estep 
Score: -5964086.000000 Penalty: 5134.265137
	Iteration 163Q: 3 clusters Score -5964086 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 23976 members 
Entering Unmasked Estep 
Score: -5964084.000000 Penalty: 5134.265137
	Iteration 164Q: 3 clusters Score -5964084 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7317 members 
Mstep: Class 2 contains 23982 members 
Entering Unmasked Estep 
Score: -5964086.000000 Penalty: 5134.265137
	Iteration 165Q: 3 clusters Score -5964086 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 23989 members 
Entering Unmasked Estep 
Score: -5964087.000000 Penalty: 5134.265137
	Iteration 166Q: 3 clusters Score -5964087 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7306 members 
Mstep: Class 2 contains 23993 members 
Entering Unmasked Estep 
Score: -5964086.000000 Penalty: 5134.265137
	Iteration 167Q: 3 clusters Score -5964086 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7300 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -5964089.000000 Penalty: 5134.265137
	Iteration 168Q: 3 clusters Score -5964089 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7292 members 
Mstep: Class 2 contains 24007 members 
Entering Unmasked Estep 
Score: -5964080.500000 Penalty: 5134.265137
	Iteration 169Q: 3 clusters Score -5964080 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7283 members 
Mstep: Class 2 contains 24016 members 
Entering Unmasked Estep 
Score: -5964075.500000 Penalty: 5134.265137
	Iteration 170Q: 3 clusters Score -5964076 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7271 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -5964077.000000 Penalty: 5134.265137
	Iteration 171Q: 3 clusters Score -5964077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7259 members 
Mstep: Class 2 contains 24040 members 
Entering Unmasked Estep 
Score: -5964065.500000 Penalty: 5134.265137
	Iteration 172Q: 3 clusters Score -5964066 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24051 members 
Entering Unmasked Estep 
Score: -5964074.000000 Penalty: 5134.265137
	Iteration 173Q: 3 clusters Score -5964074 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7235 members 
Mstep: Class 2 contains 24064 members 
Entering Unmasked Estep 
Score: -5964072.000000 Penalty: 5134.265137
	Iteration 174Q: 3 clusters Score -5964072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -5964065.500000 Penalty: 5134.265137
	Iteration 175Q: 3 clusters Score -5964066 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7205 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -5964067.000000 Penalty: 5134.265137
	Iteration 176Q: 3 clusters Score -5964067 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 24111 members 
Entering Unmasked Estep 
Score: -5964070.500000 Penalty: 5134.265137
	Iteration 177Q: 3 clusters Score -5964070 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -5964077.500000 Penalty: 5134.265137
	Iteration 178Q: 3 clusters Score -5964078 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 24150 members 
Entering Unmasked Estep 
Score: -5964082.500000 Penalty: 5134.265137
	Iteration 179Q: 3 clusters Score -5964082 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -5964089.500000 Penalty: 5134.265137
	Iteration 180F: 3 clusters Score -5964090 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7116 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -5964097.000000 Penalty: 5134.265137
	Iteration 181Q: 3 clusters Score -5964097 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -5964093.500000 Penalty: 5134.265137
	Iteration 182Q: 3 clusters Score -5964094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 24207 members 
Entering Unmasked Estep 
Score: -5964103.000000 Penalty: 5134.265137
	Iteration 183Q: 3 clusters Score -5964103 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7082 members 
Mstep: Class 2 contains 24217 members 
Entering Unmasked Estep 
Score: -5964093.500000 Penalty: 5134.265137
	Iteration 184Q: 3 clusters Score -5964094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 24226 members 
Entering Unmasked Estep 
Score: -5964100.500000 Penalty: 5134.265137
	Iteration 185Q: 3 clusters Score -5964100 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 24235 members 
Entering Unmasked Estep 
Score: -5964095.000000 Penalty: 5134.265137
	Iteration 186Q: 3 clusters Score -5964095 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 24247 members 
Entering Unmasked Estep 
Score: -5964094.000000 Penalty: 5134.265137
	Iteration 187Q: 3 clusters Score -5964094 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7037 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -5964093.000000 Penalty: 5134.265137
	Iteration 188Q: 3 clusters Score -5964093 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7021 members 
Mstep: Class 2 contains 24278 members 
Entering Unmasked Estep 
Score: -5964098.500000 Penalty: 5134.265137
	Iteration 189Q: 3 clusters Score -5964098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -5964089.000000 Penalty: 5134.265137
	Iteration 190Q: 3 clusters Score -5964089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 24305 members 
Entering Unmasked Estep 
Score: -5964094.000000 Penalty: 5134.265137
	Iteration 191Q: 3 clusters Score -5964094 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -5964103.500000 Penalty: 5134.265137
	Iteration 192Q: 3 clusters Score -5964104 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6956 members 
Mstep: Class 2 contains 24343 members 
Entering Unmasked Estep 
Score: -5964115.500000 Penalty: 5134.265137
	Iteration 193Q: 3 clusters Score -5964116 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -5964108.500000 Penalty: 5134.265137
	Iteration 194Q: 3 clusters Score -5964108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -5964113.000000 Penalty: 5134.265137
	Iteration 195Q: 3 clusters Score -5964113 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -5964115.000000 Penalty: 5134.265137
	Iteration 196Q: 3 clusters Score -5964115 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -5964111.500000 Penalty: 5134.265137
	Iteration 197Q: 3 clusters Score -5964112 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6887 members 
Mstep: Class 2 contains 24412 members 
Entering Unmasked Estep 
Score: -5964108.000000 Penalty: 5134.265137
	Iteration 198Q: 3 clusters Score -5964108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6871 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -5964104.500000 Penalty: 5134.265137
	Iteration 199Q: 3 clusters Score -5964104 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 24444 members 
Entering Unmasked Estep 
Score: -5964102.000000 Penalty: 5134.265137
	Iteration 200F: 3 clusters Score -5964102 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -5964108.000000 Penalty: 5134.265137
	Iteration 201Q: 3 clusters Score -5964108 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 24470 members 
Entering Unmasked Estep 
Score: -5964109.000000 Penalty: 5134.265137
	Iteration 202Q: 3 clusters Score -5964109 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6818 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -5964106.500000 Penalty: 5134.265137
	Iteration 203Q: 3 clusters Score -5964106 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6808 members 
Mstep: Class 2 contains 24491 members 
Entering Unmasked Estep 
Score: -5964106.000000 Penalty: 5134.265137
	Iteration 204Q: 3 clusters Score -5964106 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6796 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -5964106.500000 Penalty: 5134.265137
	Iteration 205Q: 3 clusters Score -5964106 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6788 members 
Mstep: Class 2 contains 24511 members 
Entering Unmasked Estep 
Score: -5964107.500000 Penalty: 5134.265137
	Iteration 206Q: 3 clusters Score -5964108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -5964114.500000 Penalty: 5134.265137
	Iteration 207Q: 3 clusters Score -5964114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -5964115.500000 Penalty: 5134.265137
	Iteration 208Q: 3 clusters Score -5964116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 24531 members 
Entering Unmasked Estep 
Score: -5964118.000000 Penalty: 5134.265137
	Iteration 209Q: 3 clusters Score -5964118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 24534 members 
Entering Unmasked Estep 
Score: -5964113.500000 Penalty: 5134.265137
	Iteration 210Q: 3 clusters Score -5964114 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 24539 members 
Entering Unmasked Estep 
Score: -5964116.000000 Penalty: 5134.265137
	Iteration 211Q: 3 clusters Score -5964116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6759 members 
Mstep: Class 2 contains 24540 members 
Entering Unmasked Estep 
Score: -5964118.500000 Penalty: 5134.265137
	Iteration 212Q: 3 clusters Score -5964118 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6756 members 
Mstep: Class 2 contains 24543 members 
Entering Unmasked Estep 
Score: -5964121.000000 Penalty: 5134.265137
	Iteration 213Q: 3 clusters Score -5964121 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -5964113.000000 Penalty: 5134.265137
	Iteration 214Q: 3 clusters Score -5964113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -5964108.500000 Penalty: 5134.265137
	Iteration 215Q: 3 clusters Score -5964108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 24560 members 
Entering Unmasked Estep 
Score: -5964113.000000 Penalty: 5134.265137
	Iteration 216Q: 3 clusters Score -5964113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -5964115.000000 Penalty: 5134.265137
	Iteration 217Q: 3 clusters Score -5964115 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 24563 members 
Entering Unmasked Estep 
Score: -5964115.000000 Penalty: 5134.265137
	Iteration 218F: 3 clusters Score -5964115 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17798 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17798 members 
Entering Unmasked Estep 
Score: -3285355.750000 Penalty: 2427.136719
	Iteration 0F: 2 clusters Score -3285356 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8980 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -3272757.250000 Penalty: 4854.273438
	Iteration 0F: 3 clusters Score -3272757 nChanged 7759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9241 members 
Mstep: Class 2 contains 8557 members 
Entering Unmasked Estep 
Score: -3276960.250000 Penalty: 4854.273438
	Iteration 1F: 3 clusters Score -3276960 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9412 members 
Mstep: Class 2 contains 8386 members 
Entering Unmasked Estep 
Score: -3277480.500000 Penalty: 4854.273438
	Iteration 2F: 3 clusters Score -3277480 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9583 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3277946.250000 Penalty: 4854.273438
	Iteration 3F: 3 clusters Score -3277946 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3278306.250000 Penalty: 4854.273438
	Iteration 4Q: 3 clusters Score -3278306 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 7925 members 
Entering Unmasked Estep 
Score: -3278610.250000 Penalty: 4854.273438
	Iteration 5Q: 3 clusters Score -3278610 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -3278961.000000 Penalty: 4854.273438
	Iteration 6Q: 3 clusters Score -3278961 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10145 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -3279280.000000 Penalty: 4854.273438
	Iteration 7Q: 3 clusters Score -3279280 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10292 members 
Mstep: Class 2 contains 7506 members 
Entering Unmasked Estep 
Score: -3279633.250000 Penalty: 4854.273438
	Iteration 8Q: 3 clusters Score -3279633 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10436 members 
Mstep: Class 2 contains 7362 members 
Entering Unmasked Estep 
Score: -3279951.750000 Penalty: 4854.273438
	Iteration 9Q: 3 clusters Score -3279952 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10573 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3280191.000000 Penalty: 4854.273438
	Iteration 10Q: 3 clusters Score -3280191 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10688 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -3280397.250000 Penalty: 4854.273438
	Iteration 11Q: 3 clusters Score -3280397 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10833 members 
Mstep: Class 2 contains 6965 members 
Entering Unmasked Estep 
Score: -3280594.250000 Penalty: 4854.273438
	Iteration 12Q: 3 clusters Score -3280594 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 6806 members 
Entering Unmasked Estep 
Score: -3280805.000000 Penalty: 4854.273438
	Iteration 13Q: 3 clusters Score -3280805 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11160 members 
Mstep: Class 2 contains 6638 members 
Entering Unmasked Estep 
Score: -3280976.000000 Penalty: 4854.273438
	Iteration 14Q: 3 clusters Score -3280976 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11313 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -3281139.000000 Penalty: 4854.273438
	Iteration 15Q: 3 clusters Score -3281139 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11476 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -3281285.750000 Penalty: 4854.273438
	Iteration 16Q: 3 clusters Score -3281286 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -3281428.500000 Penalty: 4854.273438
	Iteration 17Q: 3 clusters Score -3281428 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11879 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -3281589.500000 Penalty: 4854.273438
	Iteration 18Q: 3 clusters Score -3281590 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12107 members 
Mstep: Class 2 contains 5691 members 
Entering Unmasked Estep 
Score: -3281756.250000 Penalty: 4854.273438
	Iteration 19Q: 3 clusters Score -3281756 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12339 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -3281919.000000 Penalty: 4854.273438
	Iteration 20F: 3 clusters Score -3281919 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -3282098.750000 Penalty: 4854.273438
	Iteration 21Q: 3 clusters Score -3282099 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12769 members 
Mstep: Class 2 contains 5029 members 
Entering Unmasked Estep 
Score: -3282227.500000 Penalty: 4854.273438
	Iteration 22Q: 3 clusters Score -3282228 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 4843 members 
Entering Unmasked Estep 
Score: -3282322.250000 Penalty: 4854.273438
	Iteration 23Q: 3 clusters Score -3282322 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13117 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -3282429.750000 Penalty: 4854.273438
	Iteration 24Q: 3 clusters Score -3282430 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -3282503.750000 Penalty: 4854.273438
	Iteration 25Q: 3 clusters Score -3282504 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -3282611.500000 Penalty: 4854.273438
	Iteration 26Q: 3 clusters Score -3282612 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13637 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3282706.250000 Penalty: 4854.273438
	Iteration 27Q: 3 clusters Score -3282706 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -3282811.250000 Penalty: 4854.273438
	Iteration 28Q: 3 clusters Score -3282811 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -3282910.000000 Penalty: 4854.273438
	Iteration 29Q: 3 clusters Score -3282910 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -3283034.750000 Penalty: 4854.273438
	Iteration 30Q: 3 clusters Score -3283035 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 3500 members 
Entering Unmasked Estep 
Score: -3283125.750000 Penalty: 4854.273438
	Iteration 31Q: 3 clusters Score -3283126 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -3283200.500000 Penalty: 4854.273438
	Iteration 32Q: 3 clusters Score -3283200 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14524 members 
Mstep: Class 2 contains 3274 members 
Entering Unmasked Estep 
Score: -3283245.250000 Penalty: 4854.273438
	Iteration 33Q: 3 clusters Score -3283245 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -3283287.750000 Penalty: 4854.273438
	Iteration 34Q: 3 clusters Score -3283288 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -3283316.750000 Penalty: 4854.273438
	Iteration 35Q: 3 clusters Score -3283317 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -3283351.250000 Penalty: 4854.273438
	Iteration 36Q: 3 clusters Score -3283351 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2985 members 
Entering Unmasked Estep 
Score: -3283373.500000 Penalty: 4854.273438
	Iteration 37Q: 3 clusters Score -3283374 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 2921 members 
Entering Unmasked Estep 
Score: -3283394.250000 Penalty: 4854.273438
	Iteration 38Q: 3 clusters Score -3283394 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14947 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -3283423.000000 Penalty: 4854.273438
	Iteration 39Q: 3 clusters Score -3283423 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15010 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3283445.000000 Penalty: 4854.273438
	Iteration 40F: 3 clusters Score -3283445 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15063 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -3283465.750000 Penalty: 4854.273438
	Iteration 41Q: 3 clusters Score -3283466 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -3283482.500000 Penalty: 4854.273438
	Iteration 42Q: 3 clusters Score -3283482 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15157 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3283491.000000 Penalty: 4854.273438
	Iteration 43Q: 3 clusters Score -3283491 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -3283508.250000 Penalty: 4854.273438
	Iteration 44Q: 3 clusters Score -3283508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -3283518.750000 Penalty: 4854.273438
	Iteration 45Q: 3 clusters Score -3283519 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -3283529.250000 Penalty: 4854.273438
	Iteration 46Q: 3 clusters Score -3283529 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -3283541.750000 Penalty: 4854.273438
	Iteration 47Q: 3 clusters Score -3283542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -3283544.500000 Penalty: 4854.273438
	Iteration 48Q: 3 clusters Score -3283544 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15329 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -3283552.250000 Penalty: 4854.273438
	Iteration 49Q: 3 clusters Score -3283552 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -3283564.750000 Penalty: 4854.273438
	Iteration 50Q: 3 clusters Score -3283565 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15394 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -3283569.250000 Penalty: 4854.273438
	Iteration 51Q: 3 clusters Score -3283569 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15425 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3283581.000000 Penalty: 4854.273438
	Iteration 52Q: 3 clusters Score -3283581 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -3283584.500000 Penalty: 4854.273438
	Iteration 53Q: 3 clusters Score -3283584 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15478 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -3283596.750000 Penalty: 4854.273438
	Iteration 54Q: 3 clusters Score -3283597 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -3283601.500000 Penalty: 4854.273438
	Iteration 55Q: 3 clusters Score -3283602 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -3283605.250000 Penalty: 4854.273438
	Iteration 56Q: 3 clusters Score -3283605 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -3283611.000000 Penalty: 4854.273438
	Iteration 57Q: 3 clusters Score -3283611 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -3283617.250000 Penalty: 4854.273438
	Iteration 58Q: 3 clusters Score -3283617 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -3283632.250000 Penalty: 4854.273438
	Iteration 59Q: 3 clusters Score -3283632 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15619 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -3283634.250000 Penalty: 4854.273438
	Iteration 60F: 3 clusters Score -3283634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15638 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -3283644.000000 Penalty: 4854.273438
	Iteration 61Q: 3 clusters Score -3283644 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15660 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -3283650.250000 Penalty: 4854.273438
	Iteration 62Q: 3 clusters Score -3283650 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15681 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -3283656.500000 Penalty: 4854.273438
	Iteration 63Q: 3 clusters Score -3283656 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15708 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -3283661.500000 Penalty: 4854.273438
	Iteration 64Q: 3 clusters Score -3283662 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -3283658.250000 Penalty: 4854.273438
	Iteration 65Q: 3 clusters Score -3283658 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15740 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -3283671.000000 Penalty: 4854.273438
	Iteration 66Q: 3 clusters Score -3283671 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15760 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -3283675.250000 Penalty: 4854.273438
	Iteration 67Q: 3 clusters Score -3283675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -3283676.000000 Penalty: 4854.273438
	Iteration 68Q: 3 clusters Score -3283676 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15798 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -3283688.250000 Penalty: 4854.273438
	Iteration 69Q: 3 clusters Score -3283688 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -3283691.750000 Penalty: 4854.273438
	Iteration 70Q: 3 clusters Score -3283692 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15828 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -3283706.000000 Penalty: 4854.273438
	Iteration 71Q: 3 clusters Score -3283706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3283714.250000 Penalty: 4854.273438
	Iteration 72Q: 3 clusters Score -3283714 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15862 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -3283720.500000 Penalty: 4854.273438
	Iteration 73Q: 3 clusters Score -3283720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -3283730.500000 Penalty: 4854.273438
	Iteration 74Q: 3 clusters Score -3283730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15884 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -3283728.000000 Penalty: 4854.273438
	Iteration 75Q: 3 clusters Score -3283728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15888 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -3283728.500000 Penalty: 4854.273438
	Iteration 76Q: 3 clusters Score -3283728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15895 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -3283729.500000 Penalty: 4854.273438
	Iteration 77Q: 3 clusters Score -3283730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15898 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -3283730.500000 Penalty: 4854.273438
	Iteration 78Q: 3 clusters Score -3283730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -3283729.000000 Penalty: 4854.273438
	Iteration 79Q: 3 clusters Score -3283729 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -3283728.750000 Penalty: 4854.273438
	Iteration 80F: 3 clusters Score -3283729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15911 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -3283729.750000 Penalty: 4854.273438
	Iteration 81Q: 3 clusters Score -3283730 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3283732.000000 Penalty: 4854.273438
	Iteration 82Q: 3 clusters Score -3283732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15912 members 
Mstep: Class 2 contains 1886 members 
Entering Unmasked Estep 
Score: -3283732.000000 Penalty: 4854.273438
	Iteration 83F: 3 clusters Score -3283732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (31566 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Entering Unmasked Estep 
Score: -5999678.000000 Penalty: 2569.239258
	Iteration 0F: 2 clusters Score -5999678 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -5978421.000000 Penalty: 5138.478516
	Iteration 0F: 3 clusters Score -5978421 nChanged 14242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15650 members 
Mstep: Class 2 contains 15916 members 
Entering Unmasked Estep 
Score: -5986290.500000 Penalty: 5138.478516
	Iteration 1F: 3 clusters Score -5986290 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15629 members 
Mstep: Class 2 contains 15937 members 
Entering Unmasked Estep 
Score: -5986734.000000 Penalty: 5138.478516
	Iteration 2Q: 3 clusters Score -5986734 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 16076 members 
Entering Unmasked Estep 
Score: -5987180.000000 Penalty: 5138.478516
	Iteration 3Q: 3 clusters Score -5987180 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 16211 members 
Entering Unmasked Estep 
Score: -5987616.000000 Penalty: 5138.478516
	Iteration 4Q: 3 clusters Score -5987616 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -5988066.000000 Penalty: 5138.478516
	Iteration 5Q: 3 clusters Score -5988066 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14731 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -5988531.500000 Penalty: 5138.478516
	Iteration 6Q: 3 clusters Score -5988532 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14246 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -5989158.000000 Penalty: 5138.478516
	Iteration 7Q: 3 clusters Score -5989158 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 17994 members 
Entering Unmasked Estep 
Score: -5989862.500000 Penalty: 5138.478516
	Iteration 8Q: 3 clusters Score -5989862 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -5990934.500000 Penalty: 5138.478516
	Iteration 9F: 3 clusters Score -5990934 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -5992446.500000 Penalty: 5138.478516
	Iteration 10F: 3 clusters Score -5992446 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10282 members 
Mstep: Class 2 contains 21284 members 
Entering Unmasked Estep 
Score: -5994243.500000 Penalty: 5138.478516
	Iteration 11F: 3 clusters Score -5994244 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -5995740.000000 Penalty: 5138.478516
	Iteration 12F: 3 clusters Score -5995740 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 22779 members 
Entering Unmasked Estep 
Score: -5996600.500000 Penalty: 5138.478516
	Iteration 13Q: 3 clusters Score -5996600 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -5997052.000000 Penalty: 5138.478516
	Iteration 14Q: 3 clusters Score -5997052 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 23622 members 
Entering Unmasked Estep 
Score: -5997262.500000 Penalty: 5138.478516
	Iteration 15Q: 3 clusters Score -5997262 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7641 members 
Mstep: Class 2 contains 23925 members 
Entering Unmasked Estep 
Score: -5997401.000000 Penalty: 5138.478516
	Iteration 16Q: 3 clusters Score -5997401 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7365 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -5997518.000000 Penalty: 5138.478516
	Iteration 17Q: 3 clusters Score -5997518 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 24429 members 
Entering Unmasked Estep 
Score: -5997608.000000 Penalty: 5138.478516
	Iteration 18Q: 3 clusters Score -5997608 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 24637 members 
Entering Unmasked Estep 
Score: -5997638.500000 Penalty: 5138.478516
	Iteration 19Q: 3 clusters Score -5997638 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 24815 members 
Entering Unmasked Estep 
Score: -5997676.000000 Penalty: 5138.478516
	Iteration 20F: 3 clusters Score -5997676 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6575 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -5997700.500000 Penalty: 5138.478516
	Iteration 21Q: 3 clusters Score -5997700 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -5997721.500000 Penalty: 5138.478516
	Iteration 22Q: 3 clusters Score -5997722 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6275 members 
Mstep: Class 2 contains 25291 members 
Entering Unmasked Estep 
Score: -5997756.000000 Penalty: 5138.478516
	Iteration 23Q: 3 clusters Score -5997756 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -5997776.000000 Penalty: 5138.478516
	Iteration 24Q: 3 clusters Score -5997776 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 25542 members 
Entering Unmasked Estep 
Score: -5997778.000000 Penalty: 5138.478516
	Iteration 25Q: 3 clusters Score -5997778 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 25657 members 
Entering Unmasked Estep 
Score: -5997788.000000 Penalty: 5138.478516
	Iteration 26Q: 3 clusters Score -5997788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 25757 members 
Entering Unmasked Estep 
Score: -5997813.000000 Penalty: 5138.478516
	Iteration 27Q: 3 clusters Score -5997813 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
Score: -5997820.000000 Penalty: 5138.478516
	Iteration 28Q: 3 clusters Score -5997820 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5598 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -5997842.500000 Penalty: 5138.478516
	Iteration 29Q: 3 clusters Score -5997842 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 26064 members 
Entering Unmasked Estep 
Score: -5997851.500000 Penalty: 5138.478516
	Iteration 30Q: 3 clusters Score -5997852 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -5997869.000000 Penalty: 5138.478516
	Iteration 31Q: 3 clusters Score -5997869 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -5997881.500000 Penalty: 5138.478516
	Iteration 32Q: 3 clusters Score -5997882 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5215 members 
Mstep: Class 2 contains 26351 members 
Entering Unmasked Estep 
Score: -5997876.000000 Penalty: 5138.478516
	Iteration 33Q: 3 clusters Score -5997876 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 26442 members 
Entering Unmasked Estep 
Score: -5997874.000000 Penalty: 5138.478516
	Iteration 34Q: 3 clusters Score -5997874 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 26520 members 
Entering Unmasked Estep 
Score: -5997890.500000 Penalty: 5138.478516
	Iteration 35Q: 3 clusters Score -5997890 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -5997891.000000 Penalty: 5138.478516
	Iteration 36Q: 3 clusters Score -5997891 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Mstep: Class 2 contains 26650 members 
Entering Unmasked Estep 
Score: -5997897.000000 Penalty: 5138.478516
	Iteration 37Q: 3 clusters Score -5997897 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 26717 members 
Entering Unmasked Estep 
Score: -5997906.500000 Penalty: 5138.478516
	Iteration 38Q: 3 clusters Score -5997906 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4777 members 
Mstep: Class 2 contains 26789 members 
Entering Unmasked Estep 
Score: -5997909.000000 Penalty: 5138.478516
	Iteration 39Q: 3 clusters Score -5997909 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4712 members 
Mstep: Class 2 contains 26854 members 
Entering Unmasked Estep 
Score: -5997912.500000 Penalty: 5138.478516
	Iteration 40F: 3 clusters Score -5997912 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4657 members 
Mstep: Class 2 contains 26909 members 
Entering Unmasked Estep 
Score: -5997916.500000 Penalty: 5138.478516
	Iteration 41Q: 3 clusters Score -5997916 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -5997928.500000 Penalty: 5138.478516
	Iteration 42Q: 3 clusters Score -5997928 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 26984 members 
Entering Unmasked Estep 
Score: -5997929.500000 Penalty: 5138.478516
	Iteration 43Q: 3 clusters Score -5997930 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 27012 members 
Entering Unmasked Estep 
Score: -5997939.500000 Penalty: 5138.478516
	Iteration 44Q: 3 clusters Score -5997940 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4523 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -5997939.000000 Penalty: 5138.478516
	Iteration 45Q: 3 clusters Score -5997939 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4488 members 
Mstep: Class 2 contains 27078 members 
Entering Unmasked Estep 
Score: -5997917.000000 Penalty: 5138.478516
	Iteration 46Q: 3 clusters Score -5997917 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 27112 members 
Entering Unmasked Estep 
Score: -5997918.500000 Penalty: 5138.478516
	Iteration 47Q: 3 clusters Score -5997918 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -5997930.500000 Penalty: 5138.478516
	Iteration 48Q: 3 clusters Score -5997930 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4401 members 
Mstep: Class 2 contains 27165 members 
Entering Unmasked Estep 
Score: -5997937.500000 Penalty: 5138.478516
	Iteration 49Q: 3 clusters Score -5997938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4381 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -5997939.000000 Penalty: 5138.478516
	Iteration 50Q: 3 clusters Score -5997939 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4362 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -5997945.500000 Penalty: 5138.478516
	Iteration 51Q: 3 clusters Score -5997946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4342 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -5997949.000000 Penalty: 5138.478516
	Iteration 52Q: 3 clusters Score -5997949 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4317 members 
Mstep: Class 2 contains 27249 members 
Entering Unmasked Estep 
Score: -5997948.000000 Penalty: 5138.478516
	Iteration 53Q: 3 clusters Score -5997948 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4295 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -5997944.000000 Penalty: 5138.478516
	Iteration 54Q: 3 clusters Score -5997944 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 27297 members 
Entering Unmasked Estep 
Score: -5997941.000000 Penalty: 5138.478516
	Iteration 55Q: 3 clusters Score -5997941 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 27325 members 
Entering Unmasked Estep 
Score: -5997944.500000 Penalty: 5138.478516
	Iteration 56Q: 3 clusters Score -5997944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -5997949.500000 Penalty: 5138.478516
	Iteration 57Q: 3 clusters Score -5997950 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 27367 members 
Entering Unmasked Estep 
Score: -5997933.000000 Penalty: 5138.478516
	Iteration 58Q: 3 clusters Score -5997933 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -5997939.500000 Penalty: 5138.478516
	Iteration 59Q: 3 clusters Score -5997940 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4170 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -5997938.500000 Penalty: 5138.478516
	Iteration 60F: 3 clusters Score -5997938 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -5997939.500000 Penalty: 5138.478516
	Iteration 61Q: 3 clusters Score -5997940 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -5997941.500000 Penalty: 5138.478516
	Iteration 62Q: 3 clusters Score -5997942 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -5997956.500000 Penalty: 5138.478516
	Iteration 63Q: 3 clusters Score -5997956 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 27504 members 
Entering Unmasked Estep 
Score: -5997948.500000 Penalty: 5138.478516
	Iteration 64Q: 3 clusters Score -5997948 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 27541 members 
Entering Unmasked Estep 
Score: -5997952.500000 Penalty: 5138.478516
	Iteration 65Q: 3 clusters Score -5997952 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 27575 members 
Entering Unmasked Estep 
Score: -5997968.500000 Penalty: 5138.478516
	Iteration 66Q: 3 clusters Score -5997968 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 27609 members 
Entering Unmasked Estep 
Score: -5997964.000000 Penalty: 5138.478516
	Iteration 67Q: 3 clusters Score -5997964 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 27641 members 
Entering Unmasked Estep 
Score: -5997963.500000 Penalty: 5138.478516
	Iteration 68Q: 3 clusters Score -5997964 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -5997970.500000 Penalty: 5138.478516
	Iteration 69Q: 3 clusters Score -5997970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 27694 members 
Entering Unmasked Estep 
Score: -5997963.500000 Penalty: 5138.478516
	Iteration 70Q: 3 clusters Score -5997964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -5997971.000000 Penalty: 5138.478516
	Iteration 71Q: 3 clusters Score -5997971 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -5997972.500000 Penalty: 5138.478516
	Iteration 72Q: 3 clusters Score -5997972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 27772 members 
Entering Unmasked Estep 
Score: -5997972.500000 Penalty: 5138.478516
	Iteration 73Q: 3 clusters Score -5997972 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -5997973.000000 Penalty: 5138.478516
	Iteration 74Q: 3 clusters Score -5997973 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3752 members 
Mstep: Class 2 contains 27814 members 
Entering Unmasked Estep 
Score: -5997975.000000 Penalty: 5138.478516
	Iteration 75Q: 3 clusters Score -5997975 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 27827 members 
Entering Unmasked Estep 
Score: -5997974.000000 Penalty: 5138.478516
	Iteration 76Q: 3 clusters Score -5997974 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -5997982.000000 Penalty: 5138.478516
	Iteration 77Q: 3 clusters Score -5997982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -5997983.000000 Penalty: 5138.478516
	Iteration 78Q: 3 clusters Score -5997983 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 27874 members 
Entering Unmasked Estep 
Score: -5997974.000000 Penalty: 5138.478516
	Iteration 79Q: 3 clusters Score -5997974 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 27890 members 
Entering Unmasked Estep 
Score: -5997968.000000 Penalty: 5138.478516
	Iteration 80F: 3 clusters Score -5997968 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 27900 members 
Entering Unmasked Estep 
Score: -5997977.500000 Penalty: 5138.478516
	Iteration 81Q: 3 clusters Score -5997978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 27910 members 
Entering Unmasked Estep 
Score: -5997984.500000 Penalty: 5138.478516
	Iteration 82Q: 3 clusters Score -5997984 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5997987.000000 Penalty: 5138.478516
	Iteration 83Q: 3 clusters Score -5997987 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5997981.000000 Penalty: 5138.478516
	Iteration 84Q: 3 clusters Score -5997981 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -5997981.500000 Penalty: 5138.478516
	Iteration 85Q: 3 clusters Score -5997982 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -5997982.000000 Penalty: 5138.478516
	Iteration 86Q: 3 clusters Score -5997982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 27978 members 
Entering Unmasked Estep 
Score: -5997981.000000 Penalty: 5138.478516
	Iteration 87Q: 3 clusters Score -5997981 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5997983.000000 Penalty: 5138.478516
	Iteration 88Q: 3 clusters Score -5997983 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 27991 members 
Entering Unmasked Estep 
Score: -5997982.000000 Penalty: 5138.478516
	Iteration 89Q: 3 clusters Score -5997982 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -5997983.500000 Penalty: 5138.478516
	Iteration 90Q: 3 clusters Score -5997984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 28004 members 
Entering Unmasked Estep 
Score: -5997980.500000 Penalty: 5138.478516
	Iteration 91Q: 3 clusters Score -5997980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 28008 members 
Entering Unmasked Estep 
Score: -5997970.000000 Penalty: 5138.478516
	Iteration 92Q: 3 clusters Score -5997970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -5997970.500000 Penalty: 5138.478516
	Iteration 93Q: 3 clusters Score -5997970 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -5997970.000000 Penalty: 5138.478516
	Iteration 94Q: 3 clusters Score -5997970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -5997964.500000 Penalty: 5138.478516
	Iteration 95Q: 3 clusters Score -5997964 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3547 members 
Mstep: Class 2 contains 28019 members 
Entering Unmasked Estep 
Score: -5997964.500000 Penalty: 5138.478516
	Iteration 96F: 3 clusters Score -5997964 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (3822 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Entering Unmasked Estep 
Score: -731690.437500 Penalty: 2045.635254
	Iteration 0F: 2 clusters Score -731690.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1932 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -727881.937500 Penalty: 4091.270508
	Iteration 0F: 3 clusters Score -727881.9 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -728721.625000 Penalty: 4091.270508
	Iteration 1F: 3 clusters Score -728721.6 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2017 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -728896.500000 Penalty: 4091.270508
	Iteration 2F: 3 clusters Score -728896.5 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -728985.187500 Penalty: 4091.270508
	Iteration 3Q: 3 clusters Score -728985.2 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -729033.000000 Penalty: 4091.270508
	Iteration 4Q: 3 clusters Score -729033 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -729056.750000 Penalty: 4091.270508
	Iteration 5Q: 3 clusters Score -729056.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -729079.625000 Penalty: 4091.270508
	Iteration 6Q: 3 clusters Score -729079.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -729097.125000 Penalty: 4091.270508
	Iteration 7Q: 3 clusters Score -729097.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -729110.937500 Penalty: 4091.270508
	Iteration 8Q: 3 clusters Score -729110.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2077 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -729118.312500 Penalty: 4091.270508
	Iteration 9Q: 3 clusters Score -729118.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2082 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -729123.500000 Penalty: 4091.270508
	Iteration 10Q: 3 clusters Score -729123.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -729131.750000 Penalty: 4091.270508
	Iteration 11Q: 3 clusters Score -729131.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -729133.750000 Penalty: 4091.270508
	Iteration 12Q: 3 clusters Score -729133.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -729141.187500 Penalty: 4091.270508
	Iteration 13Q: 3 clusters Score -729141.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -729149.437500 Penalty: 4091.270508
	Iteration 14Q: 3 clusters Score -729149.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -729156.875000 Penalty: 4091.270508
	Iteration 15Q: 3 clusters Score -729156.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -729165.375000 Penalty: 4091.270508
	Iteration 16Q: 3 clusters Score -729165.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -729170.687500 Penalty: 4091.270508
	Iteration 17Q: 3 clusters Score -729170.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -729175.750000 Penalty: 4091.270508
	Iteration 18Q: 3 clusters Score -729175.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -729179.062500 Penalty: 4091.270508
	Iteration 19Q: 3 clusters Score -729179.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2144 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -729181.687500 Penalty: 4091.270508
	Iteration 20F: 3 clusters Score -729181.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -729184.437500 Penalty: 4091.270508
	Iteration 21Q: 3 clusters Score -729184.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -729186.187500 Penalty: 4091.270508
	Iteration 22Q: 3 clusters Score -729186.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -729187.437500 Penalty: 4091.270508
	Iteration 23Q: 3 clusters Score -729187.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -729192.187500 Penalty: 4091.270508
	Iteration 24Q: 3 clusters Score -729192.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -729193.125000 Penalty: 4091.270508
	Iteration 25Q: 3 clusters Score -729193.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -729198.562500 Penalty: 4091.270508
	Iteration 26Q: 3 clusters Score -729198.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -729203.187500 Penalty: 4091.270508
	Iteration 27Q: 3 clusters Score -729203.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -729207.125000 Penalty: 4091.270508
	Iteration 28Q: 3 clusters Score -729207.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2190 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -729210.500000 Penalty: 4091.270508
	Iteration 29Q: 3 clusters Score -729210.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -729215.125000 Penalty: 4091.270508
	Iteration 30Q: 3 clusters Score -729215.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -729218.437500 Penalty: 4091.270508
	Iteration 31Q: 3 clusters Score -729218.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -729222.625000 Penalty: 4091.270508
	Iteration 32Q: 3 clusters Score -729222.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -729226.750000 Penalty: 4091.270508
	Iteration 33Q: 3 clusters Score -729226.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1606 members 
Entering Unmasked Estep 
Score: -729227.187500 Penalty: 4091.270508
	Iteration 34Q: 3 clusters Score -729227.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -729227.875000 Penalty: 4091.270508
	Iteration 35Q: 3 clusters Score -729227.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -729228.375000 Penalty: 4091.270508
	Iteration 36Q: 3 clusters Score -729228.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -729228.000000 Penalty: 4091.270508
	Iteration 37Q: 3 clusters Score -729228 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -729230.937500 Penalty: 4091.270508
	Iteration 38Q: 3 clusters Score -729230.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -729230.250000 Penalty: 4091.270508
	Iteration 39Q: 3 clusters Score -729230.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -729232.812500 Penalty: 4091.270508
	Iteration 40F: 3 clusters Score -729232.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -729234.687500 Penalty: 4091.270508
	Iteration 41Q: 3 clusters Score -729234.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -729235.687500 Penalty: 4091.270508
	Iteration 42Q: 3 clusters Score -729235.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -729237.750000 Penalty: 4091.270508
	Iteration 43Q: 3 clusters Score -729237.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -729239.812500 Penalty: 4091.270508
	Iteration 44Q: 3 clusters Score -729239.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -729240.625000 Penalty: 4091.270508
	Iteration 45Q: 3 clusters Score -729240.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -729242.625000 Penalty: 4091.270508
	Iteration 46Q: 3 clusters Score -729242.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2233 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -729244.625000 Penalty: 4091.270508
	Iteration 47Q: 3 clusters Score -729244.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2241 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -729250.250000 Penalty: 4091.270508
	Iteration 48Q: 3 clusters Score -729250.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -729254.812500 Penalty: 4091.270508
	Iteration 49Q: 3 clusters Score -729254.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 1566 members 
Entering Unmasked Estep 
Score: -729254.375000 Penalty: 4091.270508
	Iteration 50Q: 3 clusters Score -729254.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -729256.062500 Penalty: 4091.270508
	Iteration 51Q: 3 clusters Score -729256.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 1558 members 
Entering Unmasked Estep 
Score: -729259.250000 Penalty: 4091.270508
	Iteration 52Q: 3 clusters Score -729259.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -729261.750000 Penalty: 4091.270508
	Iteration 53Q: 3 clusters Score -729261.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -729263.187500 Penalty: 4091.270508
	Iteration 54Q: 3 clusters Score -729263.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -729263.625000 Penalty: 4091.270508
	Iteration 55Q: 3 clusters Score -729263.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -729264.687500 Penalty: 4091.270508
	Iteration 56Q: 3 clusters Score -729264.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -729267.062500 Penalty: 4091.270508
	Iteration 57Q: 3 clusters Score -729267.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2283 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -729269.250000 Penalty: 4091.270508
	Iteration 58Q: 3 clusters Score -729269.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -729267.750000 Penalty: 4091.270508
	Iteration 59Q: 3 clusters Score -729267.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -729267.750000 Penalty: 4091.270508
	Iteration 60F: 3 clusters Score -729267.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -31620.642578 Penalty: 1329.600464
	Iteration 0F: 2 clusters Score -31620.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30508.621094 Penalty: 2659.200928
	Iteration 0F: 3 clusters Score -30508.62 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30561.189453 Penalty: 2659.200928
	Iteration 1F: 3 clusters Score -30561.19 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30577.423828 Penalty: 2659.200928
	Iteration 2Q: 3 clusters Score -30577.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30591.667969 Penalty: 2659.200928
	Iteration 3Q: 3 clusters Score -30591.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30591.667969 Penalty: 2659.200928
	Iteration 4F: 3 clusters Score -30591.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (48522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48522 members 
Entering Unmasked Estep 
Score: -9358563.000000 Penalty: 2675.863770
	Iteration 0F: 2 clusters Score -9358563 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 24063 members 
Entering Unmasked Estep 
Score: -9332773.000000 Penalty: 5351.727539
	Iteration 0F: 3 clusters Score -9332773 nChanged 22236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26239 members 
Mstep: Class 2 contains 22283 members 
Entering Unmasked Estep 
Score: -9345041.000000 Penalty: 5351.727539
	Iteration 1F: 3 clusters Score -9345041 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -9345820.000000 Penalty: 5351.727539
	Iteration 2F: 3 clusters Score -9345820 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28143 members 
Mstep: Class 2 contains 20379 members 
Entering Unmasked Estep 
Score: -9346688.000000 Penalty: 5351.727539
	Iteration 3F: 3 clusters Score -9346688 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 19229 members 
Entering Unmasked Estep 
Score: -9347647.000000 Penalty: 5351.727539
	Iteration 4F: 3 clusters Score -9347647 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -9348822.000000 Penalty: 5351.727539
	Iteration 5F: 3 clusters Score -9348822 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31428 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -9350451.000000 Penalty: 5351.727539
	Iteration 6F: 3 clusters Score -9350451 nChanged 2980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32088 members 
Mstep: Class 2 contains 16434 members 
Entering Unmasked Estep 
Score: -9352666.000000 Penalty: 5351.727539
	Iteration 7F: 3 clusters Score -9352666 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32099 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -9354932.000000 Penalty: 5351.727539
	Iteration 8F: 3 clusters Score -9354932 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 16898 members 
Entering Unmasked Estep 
Score: -9356138.000000 Penalty: 5351.727539
	Iteration 9F: 3 clusters Score -9356138 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30997 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -9356673.000000 Penalty: 5351.727539
	Iteration 10Q: 3 clusters Score -9356673 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30357 members 
Mstep: Class 2 contains 18165 members 
Entering Unmasked Estep 
Score: -9356906.000000 Penalty: 5351.727539
	Iteration 11Q: 3 clusters Score -9356906 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29697 members 
Mstep: Class 2 contains 18825 members 
Entering Unmasked Estep 
Score: -9357007.000000 Penalty: 5351.727539
	Iteration 12Q: 3 clusters Score -9357007 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29039 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -9357104.000000 Penalty: 5351.727539
	Iteration 13Q: 3 clusters Score -9357104 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -9357290.000000 Penalty: 5351.727539
	Iteration 14Q: 3 clusters Score -9357290 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27614 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -9357412.000000 Penalty: 5351.727539
	Iteration 15Q: 3 clusters Score -9357412 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26823 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -9357431.000000 Penalty: 5351.727539
	Iteration 16Q: 3 clusters Score -9357431 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 22542 members 
Entering Unmasked Estep 
Score: -9357493.000000 Penalty: 5351.727539
	Iteration 17Q: 3 clusters Score -9357493 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25012 members 
Mstep: Class 2 contains 23510 members 
Entering Unmasked Estep 
Score: -9357581.000000 Penalty: 5351.727539
	Iteration 18Q: 3 clusters Score -9357581 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 24532 members 
Entering Unmasked Estep 
Score: -9357664.000000 Penalty: 5351.727539
	Iteration 19Q: 3 clusters Score -9357664 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22902 members 
Mstep: Class 2 contains 25620 members 
Entering Unmasked Estep 
Score: -9357696.000000 Penalty: 5351.727539
	Iteration 20F: 3 clusters Score -9357696 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21727 members 
Mstep: Class 2 contains 26795 members 
Entering Unmasked Estep 
Score: -9357855.000000 Penalty: 5351.727539
	Iteration 21Q: 3 clusters Score -9357855 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20509 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -9358030.000000 Penalty: 5351.727539
	Iteration 22Q: 3 clusters Score -9358030 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 29140 members 
Entering Unmasked Estep 
Score: -9358307.000000 Penalty: 5351.727539
	Iteration 23Q: 3 clusters Score -9358307 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 30226 members 
Entering Unmasked Estep 
Score: -9358667.000000 Penalty: 5351.727539
	Iteration 24Q: 3 clusters Score -9358667 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 31277 members 
Entering Unmasked Estep 
Score: -9359040.000000 Penalty: 5351.727539
	Iteration 25Q: 3 clusters Score -9359040 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16233 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -9359385.000000 Penalty: 5351.727539
	Iteration 26Q: 3 clusters Score -9359385 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -9359563.000000 Penalty: 5351.727539
	Iteration 27Q: 3 clusters Score -9359563 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14523 members 
Mstep: Class 2 contains 33999 members 
Entering Unmasked Estep 
Score: -9359801.000000 Penalty: 5351.727539
	Iteration 28Q: 3 clusters Score -9359801 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -9360030.000000 Penalty: 5351.727539
	Iteration 29Q: 3 clusters Score -9360030 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13216 members 
Mstep: Class 2 contains 35306 members 
Entering Unmasked Estep 
Score: -9360103.000000 Penalty: 5351.727539
	Iteration 30Q: 3 clusters Score -9360103 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 35854 members 
Entering Unmasked Estep 
Score: -9360202.000000 Penalty: 5351.727539
	Iteration 31Q: 3 clusters Score -9360202 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12200 members 
Mstep: Class 2 contains 36322 members 
Entering Unmasked Estep 
Score: -9360232.000000 Penalty: 5351.727539
	Iteration 32Q: 3 clusters Score -9360232 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11772 members 
Mstep: Class 2 contains 36750 members 
Entering Unmasked Estep 
Score: -9360245.000000 Penalty: 5351.727539
	Iteration 33Q: 3 clusters Score -9360245 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 37087 members 
Entering Unmasked Estep 
Score: -9360243.000000 Penalty: 5351.727539
	Iteration 34Q: 3 clusters Score -9360243 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 37389 members 
Entering Unmasked Estep 
Score: -9360185.000000 Penalty: 5351.727539
	Iteration 35Q: 3 clusters Score -9360185 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -9360155.000000 Penalty: 5351.727539
	Iteration 36Q: 3 clusters Score -9360155 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 37861 members 
Entering Unmasked Estep 
Score: -9360109.000000 Penalty: 5351.727539
	Iteration 37Q: 3 clusters Score -9360109 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10485 members 
Mstep: Class 2 contains 38037 members 
Entering Unmasked Estep 
Score: -9360073.000000 Penalty: 5351.727539
	Iteration 38Q: 3 clusters Score -9360073 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10316 members 
Mstep: Class 2 contains 38206 members 
Entering Unmasked Estep 
Score: -9360055.000000 Penalty: 5351.727539
	Iteration 39Q: 3 clusters Score -9360055 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10166 members 
Mstep: Class 2 contains 38356 members 
Entering Unmasked Estep 
Score: -9360108.000000 Penalty: 5351.727539
	Iteration 40F: 3 clusters Score -9360108 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 38525 members 
Entering Unmasked Estep 
Score: -9360122.000000 Penalty: 5351.727539
	Iteration 41Q: 3 clusters Score -9360122 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -9360111.000000 Penalty: 5351.727539
	Iteration 42Q: 3 clusters Score -9360111 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9693 members 
Mstep: Class 2 contains 38829 members 
Entering Unmasked Estep 
Score: -9360113.000000 Penalty: 5351.727539
	Iteration 43Q: 3 clusters Score -9360113 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 38966 members 
Entering Unmasked Estep 
Score: -9360086.000000 Penalty: 5351.727539
	Iteration 44Q: 3 clusters Score -9360086 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -9360077.000000 Penalty: 5351.727539
	Iteration 45Q: 3 clusters Score -9360077 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -9360066.000000 Penalty: 5351.727539
	Iteration 46Q: 3 clusters Score -9360066 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 39231 members 
Entering Unmasked Estep 
Score: -9360022.000000 Penalty: 5351.727539
	Iteration 47Q: 3 clusters Score -9360022 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9202 members 
Mstep: Class 2 contains 39320 members 
Entering Unmasked Estep 
Score: -9360025.000000 Penalty: 5351.727539
	Iteration 48Q: 3 clusters Score -9360025 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9124 members 
Mstep: Class 2 contains 39398 members 
Entering Unmasked Estep 
Score: -9360000.000000 Penalty: 5351.727539
	Iteration 49Q: 3 clusters Score -9360000 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -9360001.000000 Penalty: 5351.727539
	Iteration 50Q: 3 clusters Score -9360001 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8987 members 
Mstep: Class 2 contains 39535 members 
Entering Unmasked Estep 
Score: -9359989.000000 Penalty: 5351.727539
	Iteration 51Q: 3 clusters Score -9359989 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8908 members 
Mstep: Class 2 contains 39614 members 
Entering Unmasked Estep 
Score: -9359954.000000 Penalty: 5351.727539
	Iteration 52Q: 3 clusters Score -9359954 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8858 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -9359989.000000 Penalty: 5351.727539
	Iteration 53Q: 3 clusters Score -9359989 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8814 members 
Mstep: Class 2 contains 39708 members 
Entering Unmasked Estep 
Score: -9359999.000000 Penalty: 5351.727539
	Iteration 54Q: 3 clusters Score -9359999 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8774 members 
Mstep: Class 2 contains 39748 members 
Entering Unmasked Estep 
Score: -9359992.000000 Penalty: 5351.727539
	Iteration 55Q: 3 clusters Score -9359992 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 39772 members 
Entering Unmasked Estep 
Score: -9359992.000000 Penalty: 5351.727539
	Iteration 56Q: 3 clusters Score -9359992 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8730 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -9360006.000000 Penalty: 5351.727539
	Iteration 57Q: 3 clusters Score -9360006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 39801 members 
Entering Unmasked Estep 
Score: -9360010.000000 Penalty: 5351.727539
	Iteration 58Q: 3 clusters Score -9360010 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8716 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -9359999.000000 Penalty: 5351.727539
	Iteration 59Q: 3 clusters Score -9359999 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 39819 members 
Entering Unmasked Estep 
Score: -9360017.000000 Penalty: 5351.727539
	Iteration 60F: 3 clusters Score -9360017 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 39828 members 
Entering Unmasked Estep 
Score: -9360017.000000 Penalty: 5351.727539
	Iteration 61Q: 3 clusters Score -9360017 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 39837 members 
Entering Unmasked Estep 
Score: -9360015.000000 Penalty: 5351.727539
	Iteration 62Q: 3 clusters Score -9360015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 39848 members 
Entering Unmasked Estep 
Score: -9360017.000000 Penalty: 5351.727539
	Iteration 63Q: 3 clusters Score -9360017 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8662 members 
Mstep: Class 2 contains 39860 members 
Entering Unmasked Estep 
Score: -9360016.000000 Penalty: 5351.727539
	Iteration 64Q: 3 clusters Score -9360016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8651 members 
Mstep: Class 2 contains 39871 members 
Entering Unmasked Estep 
Score: -9360007.000000 Penalty: 5351.727539
	Iteration 65Q: 3 clusters Score -9360007 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8641 members 
Mstep: Class 2 contains 39881 members 
Entering Unmasked Estep 
Score: -9360007.000000 Penalty: 5351.727539
	Iteration 66Q: 3 clusters Score -9360007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 39886 members 
Entering Unmasked Estep 
Score: -9360003.000000 Penalty: 5351.727539
	Iteration 67Q: 3 clusters Score -9360003 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8633 members 
Mstep: Class 2 contains 39889 members 
Entering Unmasked Estep 
Score: -9359997.000000 Penalty: 5351.727539
	Iteration 68Q: 3 clusters Score -9359997 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 39895 members 
Entering Unmasked Estep 
Score: -9360002.000000 Penalty: 5351.727539
	Iteration 69Q: 3 clusters Score -9360002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8626 members 
Mstep: Class 2 contains 39896 members 
Entering Unmasked Estep 
Score: -9360000.000000 Penalty: 5351.727539
	Iteration 70Q: 3 clusters Score -9360000 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8623 members 
Mstep: Class 2 contains 39899 members 
Entering Unmasked Estep 
Score: -9360004.000000 Penalty: 5351.727539
	Iteration 71Q: 3 clusters Score -9360004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 39902 members 
Entering Unmasked Estep 
Score: -9360008.000000 Penalty: 5351.727539
	Iteration 72Q: 3 clusters Score -9360008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -9359996.000000 Penalty: 5351.727539
	Iteration 73Q: 3 clusters Score -9359996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8618 members 
Mstep: Class 2 contains 39904 members 
Entering Unmasked Estep 
Score: -9359996.000000 Penalty: 5351.727539
	Iteration 74Q: 3 clusters Score -9359996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 39905 members 
Entering Unmasked Estep 
Score: -9359994.000000 Penalty: 5351.727539
	Iteration 75Q: 3 clusters Score -9359994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 39908 members 
Entering Unmasked Estep 
Score: -9360001.000000 Penalty: 5351.727539
	Iteration 76Q: 3 clusters Score -9360001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8611 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -9359991.000000 Penalty: 5351.727539
	Iteration 77Q: 3 clusters Score -9359991 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8605 members 
Mstep: Class 2 contains 39917 members 
Entering Unmasked Estep 
Score: -9359983.000000 Penalty: 5351.727539
	Iteration 78Q: 3 clusters Score -9359983 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -9359993.000000 Penalty: 5351.727539
	Iteration 79Q: 3 clusters Score -9359993 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8604 members 
Mstep: Class 2 contains 39918 members 
Entering Unmasked Estep 
Score: -9359988.000000 Penalty: 5351.727539
	Iteration 80F: 3 clusters Score -9359988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30175 members 
Mstep: Class 3 contains 47359 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 33742 members 
Mstep: Class 6 contains 32925 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 8208 members 
Mstep: Class 10 contains 22872 members 
Mstep: Class 11 contains 51930 members 
Mstep: Class 12 contains 70168 members 
Mstep: Class 13 contains 52645 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 29520 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46634 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23145 members 
Mstep: Class 22 contains 31299 members 
Mstep: Class 23 contains 17798 members 
Mstep: Class 24 contains 31566 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 8604 members 
Mstep: Class 28 contains 22288 members 
Mstep: Class 29 contains 26943 members 
Mstep: Class 30 contains 59478 members 
Mstep: Class 31 contains 53645 members 
Mstep: Class 32 contains 66484 members 
Mstep: Class 33 contains 19562 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40447 members 
Mstep: Class 36 contains 45855 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28196 members 
Mstep: Class 40 contains 30111 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21750 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 39918 members 
Entering Unmasked Estep 
Score: -207959632.000000 Penalty: 169222.343750
Splitting cluster 27 changes total score from -207960192.000000 to -207959632.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (22288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Entering Unmasked Estep 
Score: -4117309.750000 Penalty: 2482.927246
	Iteration 0F: 2 clusters Score -4117310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -4101989.000000 Penalty: 4965.854492
	Iteration 0F: 3 clusters Score -4101989 nChanged 9726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11023 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -4107090.750000 Penalty: 4965.854492
	Iteration 1F: 3 clusters Score -4107091 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -4107511.500000 Penalty: 4965.854492
	Iteration 2F: 3 clusters Score -4107512 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10810 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -4107956.500000 Penalty: 4965.854492
	Iteration 3Q: 3 clusters Score -4107956 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -4108421.750000 Penalty: 4965.854492
	Iteration 4Q: 3 clusters Score -4108422 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -4108872.000000 Penalty: 4965.854492
	Iteration 5Q: 3 clusters Score -4108872 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 11713 members 
Entering Unmasked Estep 
Score: -4109288.500000 Penalty: 4965.854492
	Iteration 6Q: 3 clusters Score -4109288 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -4109677.000000 Penalty: 4965.854492
	Iteration 7Q: 3 clusters Score -4109677 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -4110022.750000 Penalty: 4965.854492
	Iteration 8Q: 3 clusters Score -4110023 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10762 members 
Mstep: Class 2 contains 11526 members 
Entering Unmasked Estep 
Score: -4110287.750000 Penalty: 4965.854492
	Iteration 9Q: 3 clusters Score -4110288 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10885 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4110482.500000 Penalty: 4965.854492
	Iteration 10Q: 3 clusters Score -4110482 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 11249 members 
Entering Unmasked Estep 
Score: -4110681.000000 Penalty: 4965.854492
	Iteration 11Q: 3 clusters Score -4110681 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11200 members 
Mstep: Class 2 contains 11088 members 
Entering Unmasked Estep 
Score: -4110831.000000 Penalty: 4965.854492
	Iteration 12Q: 3 clusters Score -4110831 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11390 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
Score: -4110962.750000 Penalty: 4965.854492
	Iteration 13Q: 3 clusters Score -4110963 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -4111091.000000 Penalty: 4965.854492
	Iteration 14Q: 3 clusters Score -4111091 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11810 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -4111165.250000 Penalty: 4965.854492
	Iteration 15Q: 3 clusters Score -4111165 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12041 members 
Mstep: Class 2 contains 10247 members 
Entering Unmasked Estep 
Score: -4111248.000000 Penalty: 4965.854492
	Iteration 16Q: 3 clusters Score -4111248 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 9983 members 
Entering Unmasked Estep 
Score: -4111336.750000 Penalty: 4965.854492
	Iteration 17Q: 3 clusters Score -4111337 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12598 members 
Mstep: Class 2 contains 9690 members 
Entering Unmasked Estep 
Score: -4111415.500000 Penalty: 4965.854492
	Iteration 18Q: 3 clusters Score -4111416 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12897 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -4111509.500000 Penalty: 4965.854492
	Iteration 19Q: 3 clusters Score -4111510 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13236 members 
Mstep: Class 2 contains 9052 members 
Entering Unmasked Estep 
Score: -4111608.250000 Penalty: 4965.854492
	Iteration 20F: 3 clusters Score -4111608 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13620 members 
Mstep: Class 2 contains 8668 members 
Entering Unmasked Estep 
Score: -4111717.250000 Penalty: 4965.854492
	Iteration 21Q: 3 clusters Score -4111717 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -4111842.250000 Penalty: 4965.854492
	Iteration 22Q: 3 clusters Score -4111842 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14533 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -4112005.000000 Penalty: 4965.854492
	Iteration 23Q: 3 clusters Score -4112005 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -4112192.500000 Penalty: 4965.854492
	Iteration 24Q: 3 clusters Score -4112192 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15599 members 
Mstep: Class 2 contains 6689 members 
Entering Unmasked Estep 
Score: -4112442.500000 Penalty: 4965.854492
	Iteration 25Q: 3 clusters Score -4112442 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16212 members 
Mstep: Class 2 contains 6076 members 
Entering Unmasked Estep 
Score: -4112742.500000 Penalty: 4965.854492
	Iteration 26Q: 3 clusters Score -4112742 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 5440 members 
Entering Unmasked Estep 
Score: -4113100.500000 Penalty: 4965.854492
	Iteration 27Q: 3 clusters Score -4113100 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 4812 members 
Entering Unmasked Estep 
Score: -4113436.000000 Penalty: 4965.854492
	Iteration 28Q: 3 clusters Score -4113436 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18061 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -4113786.500000 Penalty: 4965.854492
	Iteration 29Q: 3 clusters Score -4113786 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 3669 members 
Entering Unmasked Estep 
Score: -4114132.750000 Penalty: 4965.854492
	Iteration 30Q: 3 clusters Score -4114133 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 3189 members 
Entering Unmasked Estep 
Score: -4114508.750000 Penalty: 4965.854492
	Iteration 31Q: 3 clusters Score -4114509 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -4114899.000000 Penalty: 4965.854492
	Iteration 32Q: 3 clusters Score -4114899 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19808 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -4115250.000000 Penalty: 4965.854492
	Iteration 33Q: 3 clusters Score -4115250 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -4115475.250000 Penalty: 4965.854492
	Iteration 34Q: 3 clusters Score -4115475 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -4115579.250000 Penalty: 4965.854492
	Iteration 35Q: 3 clusters Score -4115579 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20310 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -4115652.500000 Penalty: 4965.854492
	Iteration 36Q: 3 clusters Score -4115652 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4115727.000000 Penalty: 4965.854492
	Iteration 37Q: 3 clusters Score -4115727 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -4115750.500000 Penalty: 4965.854492
	Iteration 38Q: 3 clusters Score -4115750 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -4115793.500000 Penalty: 4965.854492
	Iteration 39Q: 3 clusters Score -4115794 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20636 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -4115811.000000 Penalty: 4965.854492
	Iteration 40F: 3 clusters Score -4115811 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4115833.000000 Penalty: 4965.854492
	Iteration 41Q: 3 clusters Score -4115833 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -4115850.250000 Penalty: 4965.854492
	Iteration 42Q: 3 clusters Score -4115850 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20755 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -4115854.750000 Penalty: 4965.854492
	Iteration 43Q: 3 clusters Score -4115855 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20779 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -4115855.750000 Penalty: 4965.854492
	Iteration 44Q: 3 clusters Score -4115856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20800 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -4115870.500000 Penalty: 4965.854492
	Iteration 45Q: 3 clusters Score -4115870 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -4115873.250000 Penalty: 4965.854492
	Iteration 46Q: 3 clusters Score -4115873 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20821 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -4115875.250000 Penalty: 4965.854492
	Iteration 47Q: 3 clusters Score -4115875 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -4115874.250000 Penalty: 4965.854492
	Iteration 48Q: 3 clusters Score -4115874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 1453 members 
Entering Unmasked Estep 
Score: -4115880.000000 Penalty: 4965.854492
	Iteration 49Q: 3 clusters Score -4115880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -4115880.000000 Penalty: 4965.854492
	Iteration 50Q: 3 clusters Score -4115880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20841 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -4115879.000000 Penalty: 4965.854492
	Iteration 51Q: 3 clusters Score -4115879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -4115876.000000 Penalty: 4965.854492
	Iteration 52Q: 3 clusters Score -4115876 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20850 members 
Mstep: Class 2 contains 1438 members 
Entering Unmasked Estep 
Score: -4115884.250000 Penalty: 4965.854492
	Iteration 53Q: 3 clusters Score -4115884 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20855 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -4115885.000000 Penalty: 4965.854492
	Iteration 54Q: 3 clusters Score -4115885 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20857 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -4115883.500000 Penalty: 4965.854492
	Iteration 55Q: 3 clusters Score -4115884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -4115883.500000 Penalty: 4965.854492
	Iteration 56Q: 3 clusters Score -4115884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -4115884.500000 Penalty: 4965.854492
	Iteration 57Q: 3 clusters Score -4115884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4115886.000000 Penalty: 4965.854492
	Iteration 58Q: 3 clusters Score -4115886 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20864 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -4115886.000000 Penalty: 4965.854492
	Iteration 59F: 3 clusters Score -4115886 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Entering Unmasked Estep 
Score: -5322301.500000 Penalty: 2529.966797
	Iteration 0F: 2 clusters Score -5322302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13499 members 
Mstep: Class 2 contains 13444 members 
Entering Unmasked Estep 
Score: -5304159.000000 Penalty: 5059.933594
	Iteration 0F: 3 clusters Score -5304159 nChanged 12001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13932 members 
Mstep: Class 2 contains 13011 members 
Entering Unmasked Estep 
Score: -5310684.500000 Penalty: 5059.933594
	Iteration 1F: 3 clusters Score -5310684 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14256 members 
Mstep: Class 2 contains 12687 members 
Entering Unmasked Estep 
Score: -5311096.500000 Penalty: 5059.933594
	Iteration 2Q: 3 clusters Score -5311096 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14760 members 
Mstep: Class 2 contains 12183 members 
Entering Unmasked Estep 
Score: -5311489.000000 Penalty: 5059.933594
	Iteration 3Q: 3 clusters Score -5311489 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15381 members 
Mstep: Class 2 contains 11562 members 
Entering Unmasked Estep 
Score: -5311875.500000 Penalty: 5059.933594
	Iteration 4Q: 3 clusters Score -5311876 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -5312259.000000 Penalty: 5059.933594
	Iteration 5Q: 3 clusters Score -5312259 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -5312720.000000 Penalty: 5059.933594
	Iteration 6Q: 3 clusters Score -5312720 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 8783 members 
Entering Unmasked Estep 
Score: -5313345.500000 Penalty: 5059.933594
	Iteration 7Q: 3 clusters Score -5313346 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -5314176.500000 Penalty: 5059.933594
	Iteration 8F: 3 clusters Score -5314176 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 5835 members 
Entering Unmasked Estep 
Score: -5315311.000000 Penalty: 5059.933594
	Iteration 9F: 3 clusters Score -5315311 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22696 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -5316593.000000 Penalty: 5059.933594
	Iteration 10F: 3 clusters Score -5316593 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -5317809.000000 Penalty: 5059.933594
	Iteration 11F: 3 clusters Score -5317809 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25174 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -5318736.000000 Penalty: 5059.933594
	Iteration 12Q: 3 clusters Score -5318736 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5319326.000000 Penalty: 5059.933594
	Iteration 13Q: 3 clusters Score -5319326 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26213 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -5319678.500000 Penalty: 5059.933594
	Iteration 14Q: 3 clusters Score -5319678 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26409 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5319843.500000 Penalty: 5059.933594
	Iteration 15Q: 3 clusters Score -5319844 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26498 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5319946.000000 Penalty: 5059.933594
	Iteration 16Q: 3 clusters Score -5319946 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26538 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -5319994.000000 Penalty: 5059.933594
	Iteration 17Q: 3 clusters Score -5319994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5320036.500000 Penalty: 5059.933594
	Iteration 18Q: 3 clusters Score -5320036 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -5320064.500000 Penalty: 5059.933594
	Iteration 19Q: 3 clusters Score -5320064 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26579 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -5320089.000000 Penalty: 5059.933594
	Iteration 20F: 3 clusters Score -5320089 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5320107.500000 Penalty: 5059.933594
	Iteration 21Q: 3 clusters Score -5320108 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26599 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -5320117.500000 Penalty: 5059.933594
	Iteration 22Q: 3 clusters Score -5320118 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5320132.500000 Penalty: 5059.933594
	Iteration 23Q: 3 clusters Score -5320132 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5320133.000000 Penalty: 5059.933594
	Iteration 24Q: 3 clusters Score -5320133 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26608 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5320135.500000 Penalty: 5059.933594
	Iteration 25Q: 3 clusters Score -5320136 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26609 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5320135.000000 Penalty: 5059.933594
	Iteration 26Q: 3 clusters Score -5320135 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5320140.500000 Penalty: 5059.933594
	Iteration 27Q: 3 clusters Score -5320140 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26610 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -5320140.500000 Penalty: 5059.933594
	Iteration 28F: 3 clusters Score -5320140 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59478 members 
Entering Unmasked Estep 
Score: -11212414.000000 Penalty: 2726.353760
	Iteration 0F: 2 clusters Score -1.121241e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29722 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -11176403.000000 Penalty: 5452.707520
	Iteration 0F: 3 clusters Score -1.11764e+07 nChanged 27787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29957 members 
Mstep: Class 2 contains 29521 members 
Entering Unmasked Estep 
Score: -11191548.000000 Penalty: 5452.707520
	Iteration 1F: 3 clusters Score -1.119155e+07 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -11192076.000000 Penalty: 5452.707520
	Iteration 2Q: 3 clusters Score -1.119208e+07 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -11192538.000000 Penalty: 5452.707520
	Iteration 3Q: 3 clusters Score -1.119254e+07 nChanged 1859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -11192940.000000 Penalty: 5452.707520
	Iteration 4Q: 3 clusters Score -1.119294e+07 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31270 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -11193356.000000 Penalty: 5452.707520
	Iteration 5Q: 3 clusters Score -1.119336e+07 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31919 members 
Mstep: Class 2 contains 27559 members 
Entering Unmasked Estep 
Score: -11193687.000000 Penalty: 5452.707520
	Iteration 6Q: 3 clusters Score -1.119369e+07 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 26688 members 
Entering Unmasked Estep 
Score: -11194160.000000 Penalty: 5452.707520
	Iteration 7Q: 3 clusters Score -1.119416e+07 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34073 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -11194875.000000 Penalty: 5452.707520
	Iteration 8Q: 3 clusters Score -1.119488e+07 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 23730 members 
Entering Unmasked Estep 
Score: -11195733.000000 Penalty: 5452.707520
	Iteration 9Q: 3 clusters Score -1.119573e+07 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37950 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -11197085.000000 Penalty: 5452.707520
	Iteration 10Q: 3 clusters Score -1.119708e+07 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -11198818.000000 Penalty: 5452.707520
	Iteration 11F: 3 clusters Score -1.119882e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43709 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -11201139.000000 Penalty: 5452.707520
	Iteration 12F: 3 clusters Score -1.120114e+07 nChanged 3407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46896 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -11203431.000000 Penalty: 5452.707520
	Iteration 13F: 3 clusters Score -1.120343e+07 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -11205493.000000 Penalty: 5452.707520
	Iteration 14F: 3 clusters Score -1.120549e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52086 members 
Mstep: Class 2 contains 7392 members 
Entering Unmasked Estep 
Score: -11207012.000000 Penalty: 5452.707520
	Iteration 15Q: 3 clusters Score -1.120701e+07 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53971 members 
Mstep: Class 2 contains 5507 members 
Entering Unmasked Estep 
Score: -11208008.000000 Penalty: 5452.707520
	Iteration 16Q: 3 clusters Score -1.120801e+07 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -11208757.000000 Penalty: 5452.707520
	Iteration 17Q: 3 clusters Score -1.120876e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56726 members 
Mstep: Class 2 contains 2752 members 
Entering Unmasked Estep 
Score: -11209251.000000 Penalty: 5452.707520
	Iteration 18Q: 3 clusters Score -1.120925e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57667 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -11209485.000000 Penalty: 5452.707520
	Iteration 19Q: 3 clusters Score -1.120948e+07 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58298 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -11209703.000000 Penalty: 5452.707520
	Iteration 20F: 3 clusters Score -1.12097e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58669 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -11209813.000000 Penalty: 5452.707520
	Iteration 21Q: 3 clusters Score -1.120981e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -11209891.000000 Penalty: 5452.707520
	Iteration 22Q: 3 clusters Score -1.120989e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58960 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -11209958.000000 Penalty: 5452.707520
	Iteration 23Q: 3 clusters Score -1.120996e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59026 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -11210039.000000 Penalty: 5452.707520
	Iteration 24Q: 3 clusters Score -1.121004e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -11210082.000000 Penalty: 5452.707520
	Iteration 25Q: 3 clusters Score -1.121008e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59086 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -11210087.000000 Penalty: 5452.707520
	Iteration 26Q: 3 clusters Score -1.121009e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59094 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11210107.000000 Penalty: 5452.707520
	Iteration 27Q: 3 clusters Score -1.121011e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59109 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -11210112.000000 Penalty: 5452.707520
	Iteration 28Q: 3 clusters Score -1.121011e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59116 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -11210133.000000 Penalty: 5452.707520
	Iteration 29Q: 3 clusters Score -1.121013e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59126 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -11210130.000000 Penalty: 5452.707520
	Iteration 30Q: 3 clusters Score -1.121013e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59135 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -11210140.000000 Penalty: 5452.707520
	Iteration 31Q: 3 clusters Score -1.121014e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59140 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -11210147.000000 Penalty: 5452.707520
	Iteration 32Q: 3 clusters Score -1.121015e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59146 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -11210152.000000 Penalty: 5452.707520
	Iteration 33Q: 3 clusters Score -1.121015e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59148 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -11210151.000000 Penalty: 5452.707520
	Iteration 34Q: 3 clusters Score -1.121015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59152 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -11210149.000000 Penalty: 5452.707520
	Iteration 35Q: 3 clusters Score -1.121015e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59156 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -11210167.000000 Penalty: 5452.707520
	Iteration 36Q: 3 clusters Score -1.121017e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11210169.000000 Penalty: 5452.707520
	Iteration 37Q: 3 clusters Score -1.121017e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59159 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -11210169.000000 Penalty: 5452.707520
	Iteration 38F: 3 clusters Score -1.121017e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (53645 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53645 members 
Entering Unmasked Estep 
Score: -9888049.000000 Penalty: 2700.755615
	Iteration 0F: 2 clusters Score -9888049 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26862 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -9854110.000000 Penalty: 5401.511230
	Iteration 0F: 3 clusters Score -9854110 nChanged 24979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27617 members 
Mstep: Class 2 contains 26028 members 
Entering Unmasked Estep 
Score: -9868184.000000 Penalty: 5401.511230
	Iteration 1F: 3 clusters Score -9868184 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -9868913.000000 Penalty: 5401.511230
	Iteration 2Q: 3 clusters Score -9868913 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 24917 members 
Entering Unmasked Estep 
Score: -9869666.000000 Penalty: 5401.511230
	Iteration 3Q: 3 clusters Score -9869666 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 24029 members 
Entering Unmasked Estep 
Score: -9870539.000000 Penalty: 5401.511230
	Iteration 4Q: 3 clusters Score -9870539 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -9871663.000000 Penalty: 5401.511230
	Iteration 5Q: 3 clusters Score -9871663 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32369 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -9872913.000000 Penalty: 5401.511230
	Iteration 6F: 3 clusters Score -9872913 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34172 members 
Mstep: Class 2 contains 19473 members 
Entering Unmasked Estep 
Score: -9874265.000000 Penalty: 5401.511230
	Iteration 7F: 3 clusters Score -9874265 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36226 members 
Mstep: Class 2 contains 17419 members 
Entering Unmasked Estep 
Score: -9875663.000000 Penalty: 5401.511230
	Iteration 8F: 3 clusters Score -9875663 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38476 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -9877197.000000 Penalty: 5401.511230
	Iteration 9Q: 3 clusters Score -9877197 nChanged 2698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40936 members 
Mstep: Class 2 contains 12709 members 
Entering Unmasked Estep 
Score: -9878874.000000 Penalty: 5401.511230
	Iteration 10F: 3 clusters Score -9878874 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43439 members 
Mstep: Class 2 contains 10206 members 
Entering Unmasked Estep 
Score: -9880444.000000 Penalty: 5401.511230
	Iteration 11Q: 3 clusters Score -9880444 nChanged 2447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45828 members 
Mstep: Class 2 contains 7817 members 
Entering Unmasked Estep 
Score: -9881935.000000 Penalty: 5401.511230
	Iteration 12Q: 3 clusters Score -9881935 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47909 members 
Mstep: Class 2 contains 5736 members 
Entering Unmasked Estep 
Score: -9883225.000000 Penalty: 5401.511230
	Iteration 13Q: 3 clusters Score -9883225 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49490 members 
Mstep: Class 2 contains 4155 members 
Entering Unmasked Estep 
Score: -9884176.000000 Penalty: 5401.511230
	Iteration 14Q: 3 clusters Score -9884176 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50607 members 
Mstep: Class 2 contains 3038 members 
Entering Unmasked Estep 
Score: -9884723.000000 Penalty: 5401.511230
	Iteration 15Q: 3 clusters Score -9884723 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51372 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -9885002.000000 Penalty: 5401.511230
	Iteration 16Q: 3 clusters Score -9885002 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51906 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -9885275.000000 Penalty: 5401.511230
	Iteration 17Q: 3 clusters Score -9885275 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52227 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -9885408.000000 Penalty: 5401.511230
	Iteration 18Q: 3 clusters Score -9885408 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52460 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -9885524.000000 Penalty: 5401.511230
	Iteration 19Q: 3 clusters Score -9885524 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52615 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -9885587.000000 Penalty: 5401.511230
	Iteration 20F: 3 clusters Score -9885587 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52719 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9885609.000000 Penalty: 5401.511230
	Iteration 21Q: 3 clusters Score -9885609 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52795 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9885653.000000 Penalty: 5401.511230
	Iteration 22Q: 3 clusters Score -9885653 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52853 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9885699.000000 Penalty: 5401.511230
	Iteration 23Q: 3 clusters Score -9885699 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52898 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -9885727.000000 Penalty: 5401.511230
	Iteration 24Q: 3 clusters Score -9885727 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52920 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9885729.000000 Penalty: 5401.511230
	Iteration 25Q: 3 clusters Score -9885729 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52939 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9885746.000000 Penalty: 5401.511230
	Iteration 26Q: 3 clusters Score -9885746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52949 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9885741.000000 Penalty: 5401.511230
	Iteration 27Q: 3 clusters Score -9885741 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52957 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -9885743.000000 Penalty: 5401.511230
	Iteration 28Q: 3 clusters Score -9885743 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52963 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -9885741.000000 Penalty: 5401.511230
	Iteration 29Q: 3 clusters Score -9885741 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52969 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -9885728.000000 Penalty: 5401.511230
	Iteration 30Q: 3 clusters Score -9885728 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -9885740.000000 Penalty: 5401.511230
	Iteration 31Q: 3 clusters Score -9885740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9885739.000000 Penalty: 5401.511230
	Iteration 32Q: 3 clusters Score -9885739 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52976 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9885744.000000 Penalty: 5401.511230
	Iteration 33Q: 3 clusters Score -9885744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9885750.000000 Penalty: 5401.511230
	Iteration 34Q: 3 clusters Score -9885750 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52977 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -9885750.000000 Penalty: 5401.511230
	Iteration 35F: 3 clusters Score -9885750 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (66484 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66484 members 
Entering Unmasked Estep 
Score: -12000632.000000 Penalty: 2753.969727
	Iteration 0F: 2 clusters Score -1.200063e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 33178 members 
Entering Unmasked Estep 
Score: -11958969.000000 Penalty: 5507.939453
	Iteration 0F: 3 clusters Score -1.195897e+07 nChanged 31072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 32352 members 
Entering Unmasked Estep 
Score: -11976563.000000 Penalty: 5507.939453
	Iteration 1F: 3 clusters Score -1.197656e+07 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34587 members 
Mstep: Class 2 contains 31897 members 
Entering Unmasked Estep 
Score: -11977256.000000 Penalty: 5507.939453
	Iteration 2Q: 3 clusters Score -1.197726e+07 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 31148 members 
Entering Unmasked Estep 
Score: -11977901.000000 Penalty: 5507.939453
	Iteration 3Q: 3 clusters Score -1.19779e+07 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 30079 members 
Entering Unmasked Estep 
Score: -11978446.000000 Penalty: 5507.939453
	Iteration 4Q: 3 clusters Score -1.197845e+07 nChanged 2383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37952 members 
Mstep: Class 2 contains 28532 members 
Entering Unmasked Estep 
Score: -11979119.000000 Penalty: 5507.939453
	Iteration 5Q: 3 clusters Score -1.197912e+07 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39990 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -11980133.000000 Penalty: 5507.939453
	Iteration 6Q: 3 clusters Score -1.198013e+07 nChanged 3072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42788 members 
Mstep: Class 2 contains 23696 members 
Entering Unmasked Estep 
Score: -11981600.000000 Penalty: 5507.939453
	Iteration 7Q: 3 clusters Score -1.19816e+07 nChanged 3715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46395 members 
Mstep: Class 2 contains 20089 members 
Entering Unmasked Estep 
Score: -11983690.000000 Penalty: 5507.939453
	Iteration 8F: 3 clusters Score -1.198369e+07 nChanged 4324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50665 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -11986658.000000 Penalty: 5507.939453
	Iteration 9F: 3 clusters Score -1.198666e+07 nChanged 4638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55275 members 
Mstep: Class 2 contains 11209 members 
Entering Unmasked Estep 
Score: -11990201.000000 Penalty: 5507.939453
	Iteration 10F: 3 clusters Score -1.19902e+07 nChanged 4144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59413 members 
Mstep: Class 2 contains 7071 members 
Entering Unmasked Estep 
Score: -11993465.000000 Penalty: 5507.939453
	Iteration 11F: 3 clusters Score -1.199346e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62310 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -11995572.000000 Penalty: 5507.939453
	Iteration 12Q: 3 clusters Score -1.199557e+07 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64068 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -11996776.000000 Penalty: 5507.939453
	Iteration 13Q: 3 clusters Score -1.199678e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65049 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -11997462.000000 Penalty: 5507.939453
	Iteration 14Q: 3 clusters Score -1.199746e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65524 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -11997788.000000 Penalty: 5507.939453
	Iteration 15Q: 3 clusters Score -1.199779e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65774 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -11997966.000000 Penalty: 5507.939453
	Iteration 16Q: 3 clusters Score -1.199797e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65892 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -11998054.000000 Penalty: 5507.939453
	Iteration 17Q: 3 clusters Score -1.199805e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65971 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -11998126.000000 Penalty: 5507.939453
	Iteration 18Q: 3 clusters Score -1.199813e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66020 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -11998170.000000 Penalty: 5507.939453
	Iteration 19Q: 3 clusters Score -1.199817e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66048 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -11998189.000000 Penalty: 5507.939453
	Iteration 20F: 3 clusters Score -1.199819e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66069 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -11998210.000000 Penalty: 5507.939453
	Iteration 21Q: 3 clusters Score -1.199821e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66081 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -11998243.000000 Penalty: 5507.939453
	Iteration 22Q: 3 clusters Score -1.199824e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66082 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -11998252.000000 Penalty: 5507.939453
	Iteration 23Q: 3 clusters Score -1.199825e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66088 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -11998247.000000 Penalty: 5507.939453
	Iteration 24Q: 3 clusters Score -1.199825e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -11998270.000000 Penalty: 5507.939453
	Iteration 25Q: 3 clusters Score -1.199827e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66100 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -11998260.000000 Penalty: 5507.939453
	Iteration 26Q: 3 clusters Score -1.199826e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66104 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -11998263.000000 Penalty: 5507.939453
	Iteration 27Q: 3 clusters Score -1.199826e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -11998262.000000 Penalty: 5507.939453
	Iteration 28Q: 3 clusters Score -1.199826e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11998269.000000 Penalty: 5507.939453
	Iteration 29Q: 3 clusters Score -1.199827e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66107 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -11998269.000000 Penalty: 5507.939453
	Iteration 30F: 3 clusters Score -1.199827e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (19562 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Entering Unmasked Estep 
Score: -3678526.500000 Penalty: 2450.573242
	Iteration 0F: 2 clusters Score -3678526 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 9849 members 
Entering Unmasked Estep 
Score: -3664764.250000 Penalty: 4901.146484
	Iteration 0F: 3 clusters Score -3664764 nChanged 8596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3669232.250000 Penalty: 4901.146484
	Iteration 1F: 3 clusters Score -3669232 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9607 members 
Mstep: Class 2 contains 9955 members 
Entering Unmasked Estep 
Score: -3669619.250000 Penalty: 4901.146484
	Iteration 2F: 3 clusters Score -3669619 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9654 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -3669990.500000 Penalty: 4901.146484
	Iteration 3Q: 3 clusters Score -3669990 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9774 members 
Mstep: Class 2 contains 9788 members 
Entering Unmasked Estep 
Score: -3670457.750000 Penalty: 4901.146484
	Iteration 4Q: 3 clusters Score -3670458 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -3670970.500000 Penalty: 4901.146484
	Iteration 5F: 3 clusters Score -3670970 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 9480 members 
Entering Unmasked Estep 
Score: -3671515.000000 Penalty: 4901.146484
	Iteration 6F: 3 clusters Score -3671515 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -3672007.750000 Penalty: 4901.146484
	Iteration 7F: 3 clusters Score -3672008 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 9170 members 
Entering Unmasked Estep 
Score: -3672423.750000 Penalty: 4901.146484
	Iteration 8Q: 3 clusters Score -3672424 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10566 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -3672736.250000 Penalty: 4901.146484
	Iteration 9Q: 3 clusters Score -3672736 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10730 members 
Mstep: Class 2 contains 8832 members 
Entering Unmasked Estep 
Score: -3672996.250000 Penalty: 4901.146484
	Iteration 10Q: 3 clusters Score -3672996 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 8651 members 
Entering Unmasked Estep 
Score: -3673217.250000 Penalty: 4901.146484
	Iteration 11Q: 3 clusters Score -3673217 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 8518 members 
Entering Unmasked Estep 
Score: -3673331.750000 Penalty: 4901.146484
	Iteration 12Q: 3 clusters Score -3673332 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 8358 members 
Entering Unmasked Estep 
Score: -3673446.250000 Penalty: 4901.146484
	Iteration 13Q: 3 clusters Score -3673446 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11389 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3673522.000000 Penalty: 4901.146484
	Iteration 14Q: 3 clusters Score -3673522 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11572 members 
Mstep: Class 2 contains 7990 members 
Entering Unmasked Estep 
Score: -3673601.000000 Penalty: 4901.146484
	Iteration 15Q: 3 clusters Score -3673601 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11770 members 
Mstep: Class 2 contains 7792 members 
Entering Unmasked Estep 
Score: -3673655.500000 Penalty: 4901.146484
	Iteration 16Q: 3 clusters Score -3673656 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11982 members 
Mstep: Class 2 contains 7580 members 
Entering Unmasked Estep 
Score: -3673709.000000 Penalty: 4901.146484
	Iteration 17Q: 3 clusters Score -3673709 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -3673771.750000 Penalty: 4901.146484
	Iteration 18Q: 3 clusters Score -3673772 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12447 members 
Mstep: Class 2 contains 7115 members 
Entering Unmasked Estep 
Score: -3673819.250000 Penalty: 4901.146484
	Iteration 19Q: 3 clusters Score -3673819 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12719 members 
Mstep: Class 2 contains 6843 members 
Entering Unmasked Estep 
Score: -3673890.250000 Penalty: 4901.146484
	Iteration 20F: 3 clusters Score -3673890 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13031 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -3673978.250000 Penalty: 4901.146484
	Iteration 21Q: 3 clusters Score -3673978 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13353 members 
Mstep: Class 2 contains 6209 members 
Entering Unmasked Estep 
Score: -3674057.750000 Penalty: 4901.146484
	Iteration 22Q: 3 clusters Score -3674058 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 5852 members 
Entering Unmasked Estep 
Score: -3674184.500000 Penalty: 4901.146484
	Iteration 23Q: 3 clusters Score -3674184 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -3674337.250000 Penalty: 4901.146484
	Iteration 24Q: 3 clusters Score -3674337 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14568 members 
Mstep: Class 2 contains 4994 members 
Entering Unmasked Estep 
Score: -3674513.500000 Penalty: 4901.146484
	Iteration 25Q: 3 clusters Score -3674514 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15046 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -3674722.500000 Penalty: 4901.146484
	Iteration 26Q: 3 clusters Score -3674722 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15545 members 
Mstep: Class 2 contains 4017 members 
Entering Unmasked Estep 
Score: -3674960.500000 Penalty: 4901.146484
	Iteration 27Q: 3 clusters Score -3674960 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16061 members 
Mstep: Class 2 contains 3501 members 
Entering Unmasked Estep 
Score: -3675214.000000 Penalty: 4901.146484
	Iteration 28Q: 3 clusters Score -3675214 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16574 members 
Mstep: Class 2 contains 2988 members 
Entering Unmasked Estep 
Score: -3675508.500000 Penalty: 4901.146484
	Iteration 29Q: 3 clusters Score -3675508 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -3675781.750000 Penalty: 4901.146484
	Iteration 30Q: 3 clusters Score -3675782 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17435 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -3675998.250000 Penalty: 4901.146484
	Iteration 31Q: 3 clusters Score -3675998 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -3676202.000000 Penalty: 4901.146484
	Iteration 32Q: 3 clusters Score -3676202 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3676385.250000 Penalty: 4901.146484
	Iteration 33Q: 3 clusters Score -3676385 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -3676524.750000 Penalty: 4901.146484
	Iteration 34Q: 3 clusters Score -3676525 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18427 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -3676616.750000 Penalty: 4901.146484
	Iteration 35Q: 3 clusters Score -3676617 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18511 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -3676652.500000 Penalty: 4901.146484
	Iteration 36Q: 3 clusters Score -3676652 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18575 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -3676679.750000 Penalty: 4901.146484
	Iteration 37Q: 3 clusters Score -3676680 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -3676699.250000 Penalty: 4901.146484
	Iteration 38Q: 3 clusters Score -3676699 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -3676720.750000 Penalty: 4901.146484
	Iteration 39Q: 3 clusters Score -3676721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -3676734.000000 Penalty: 4901.146484
	Iteration 40F: 3 clusters Score -3676734 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18707 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3676735.750000 Penalty: 4901.146484
	Iteration 41Q: 3 clusters Score -3676736 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -3676742.250000 Penalty: 4901.146484
	Iteration 42Q: 3 clusters Score -3676742 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18739 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -3676750.250000 Penalty: 4901.146484
	Iteration 43Q: 3 clusters Score -3676750 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -3676757.750000 Penalty: 4901.146484
	Iteration 44Q: 3 clusters Score -3676758 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18769 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3676762.500000 Penalty: 4901.146484
	Iteration 45Q: 3 clusters Score -3676762 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18774 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3676764.750000 Penalty: 4901.146484
	Iteration 46Q: 3 clusters Score -3676765 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18779 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -3676770.000000 Penalty: 4901.146484
	Iteration 47Q: 3 clusters Score -3676770 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18785 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -3676774.250000 Penalty: 4901.146484
	Iteration 48Q: 3 clusters Score -3676774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18789 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -3676774.000000 Penalty: 4901.146484
	Iteration 49Q: 3 clusters Score -3676774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3676777.000000 Penalty: 4901.146484
	Iteration 50Q: 3 clusters Score -3676777 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18791 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -3676776.250000 Penalty: 4901.146484
	Iteration 51Q: 3 clusters Score -3676776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3676775.250000 Penalty: 4901.146484
	Iteration 52Q: 3 clusters Score -3676775 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3676775.250000 Penalty: 4901.146484
	Iteration 53F: 3 clusters Score -3676775 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -33027.644531 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -33027.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 115 members 
Entering Unmasked Estep 
Score: -31931.712891 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -31931.71 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -32063.533203 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -32063.53 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -32129.958984 Penalty: 2690.775146
	Iteration 2F: 3 clusters Score -32129.96 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32182.146484 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -32182.15 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32225.892578 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -32225.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -32284.392578 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -32284.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -32284.392578 Penalty: 2690.775146
	Iteration 6F: 3 clusters Score -32284.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (40447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40447 members 
Entering Unmasked Estep 
Score: -7737283.000000 Penalty: 2630.721436
	Iteration 0F: 2 clusters Score -7737283 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -7711485.000000 Penalty: 5261.442871
	Iteration 0F: 3 clusters Score -7711485 nChanged 18477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 20590 members 
Entering Unmasked Estep 
Score: -7721476.000000 Penalty: 5261.442871
	Iteration 1F: 3 clusters Score -7721476 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -7721950.000000 Penalty: 5261.442871
	Iteration 2Q: 3 clusters Score -7721950 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19147 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -7722444.000000 Penalty: 5261.442871
	Iteration 3Q: 3 clusters Score -7722444 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18592 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -7722940.000000 Penalty: 5261.442871
	Iteration 4Q: 3 clusters Score -7722940 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17910 members 
Mstep: Class 2 contains 22537 members 
Entering Unmasked Estep 
Score: -7723581.500000 Penalty: 5261.442871
	Iteration 5Q: 3 clusters Score -7723582 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -7724328.500000 Penalty: 5261.442871
	Iteration 6Q: 3 clusters Score -7724328 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16178 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -7725210.000000 Penalty: 5261.442871
	Iteration 7Q: 3 clusters Score -7725210 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -7726233.500000 Penalty: 5261.442871
	Iteration 8Q: 3 clusters Score -7726234 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 26223 members 
Entering Unmasked Estep 
Score: -7727596.000000 Penalty: 5261.442871
	Iteration 9Q: 3 clusters Score -7727596 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -7729046.000000 Penalty: 5261.442871
	Iteration 10F: 3 clusters Score -7729046 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12994 members 
Mstep: Class 2 contains 27453 members 
Entering Unmasked Estep 
Score: -7730568.000000 Penalty: 5261.442871
	Iteration 11F: 3 clusters Score -7730568 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -7731936.000000 Penalty: 5261.442871
	Iteration 12F: 3 clusters Score -7731936 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 27177 members 
Entering Unmasked Estep 
Score: -7732953.500000 Penalty: 5261.442871
	Iteration 13Q: 3 clusters Score -7732954 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 26780 members 
Entering Unmasked Estep 
Score: -7733510.000000 Penalty: 5261.442871
	Iteration 14Q: 3 clusters Score -7733510 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14114 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -7733926.500000 Penalty: 5261.442871
	Iteration 15Q: 3 clusters Score -7733926 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 25943 members 
Entering Unmasked Estep 
Score: -7734203.000000 Penalty: 5261.442871
	Iteration 16Q: 3 clusters Score -7734203 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14904 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -7734443.500000 Penalty: 5261.442871
	Iteration 17Q: 3 clusters Score -7734444 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -7734714.500000 Penalty: 5261.442871
	Iteration 18Q: 3 clusters Score -7734714 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15782 members 
Mstep: Class 2 contains 24665 members 
Entering Unmasked Estep 
Score: -7735050.500000 Penalty: 5261.442871
	Iteration 19Q: 3 clusters Score -7735050 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 24222 members 
Entering Unmasked Estep 
Score: -7735293.000000 Penalty: 5261.442871
	Iteration 20F: 3 clusters Score -7735293 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16588 members 
Mstep: Class 2 contains 23859 members 
Entering Unmasked Estep 
Score: -7735490.000000 Penalty: 5261.442871
	Iteration 21Q: 3 clusters Score -7735490 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -7735654.500000 Penalty: 5261.442871
	Iteration 22Q: 3 clusters Score -7735654 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 23288 members 
Entering Unmasked Estep 
Score: -7735759.000000 Penalty: 5261.442871
	Iteration 23Q: 3 clusters Score -7735759 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 23099 members 
Entering Unmasked Estep 
Score: -7735831.500000 Penalty: 5261.442871
	Iteration 24Q: 3 clusters Score -7735832 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 22964 members 
Entering Unmasked Estep 
Score: -7735878.000000 Penalty: 5261.442871
	Iteration 25Q: 3 clusters Score -7735878 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -7735908.000000 Penalty: 5261.442871
	Iteration 26Q: 3 clusters Score -7735908 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -7735952.000000 Penalty: 5261.442871
	Iteration 27Q: 3 clusters Score -7735952 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17772 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -7735944.000000 Penalty: 5261.442871
	Iteration 28Q: 3 clusters Score -7735944 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -7735940.500000 Penalty: 5261.442871
	Iteration 29Q: 3 clusters Score -7735940 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17906 members 
Mstep: Class 2 contains 22541 members 
Entering Unmasked Estep 
Score: -7735953.500000 Penalty: 5261.442871
	Iteration 30Q: 3 clusters Score -7735954 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -7735964.500000 Penalty: 5261.442871
	Iteration 31Q: 3 clusters Score -7735964 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18018 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -7735976.500000 Penalty: 5261.442871
	Iteration 32Q: 3 clusters Score -7735976 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 22389 members 
Entering Unmasked Estep 
Score: -7735978.500000 Penalty: 5261.442871
	Iteration 33Q: 3 clusters Score -7735978 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18081 members 
Mstep: Class 2 contains 22366 members 
Entering Unmasked Estep 
Score: -7735993.000000 Penalty: 5261.442871
	Iteration 34Q: 3 clusters Score -7735993 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18093 members 
Mstep: Class 2 contains 22354 members 
Entering Unmasked Estep 
Score: -7735999.500000 Penalty: 5261.442871
	Iteration 35Q: 3 clusters Score -7736000 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18116 members 
Mstep: Class 2 contains 22331 members 
Entering Unmasked Estep 
Score: -7736000.000000 Penalty: 5261.442871
	Iteration 36Q: 3 clusters Score -7736000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18130 members 
Mstep: Class 2 contains 22317 members 
Entering Unmasked Estep 
Score: -7736010.000000 Penalty: 5261.442871
	Iteration 37Q: 3 clusters Score -7736010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 22308 members 
Entering Unmasked Estep 
Score: -7736008.500000 Penalty: 5261.442871
	Iteration 38Q: 3 clusters Score -7736008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18144 members 
Mstep: Class 2 contains 22303 members 
Entering Unmasked Estep 
Score: -7736006.500000 Penalty: 5261.442871
	Iteration 39Q: 3 clusters Score -7736006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18152 members 
Mstep: Class 2 contains 22295 members 
Entering Unmasked Estep 
Score: -7736008.500000 Penalty: 5261.442871
	Iteration 40F: 3 clusters Score -7736008 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18157 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -7736009.000000 Penalty: 5261.442871
	Iteration 41Q: 3 clusters Score -7736009 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18166 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -7736019.000000 Penalty: 5261.442871
	Iteration 42Q: 3 clusters Score -7736019 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18170 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -7736014.500000 Penalty: 5261.442871
	Iteration 43Q: 3 clusters Score -7736014 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -7736010.000000 Penalty: 5261.442871
	Iteration 44Q: 3 clusters Score -7736010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -7736010.000000 Penalty: 5261.442871
	Iteration 45Q: 3 clusters Score -7736010 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
Score: -7736001.500000 Penalty: 5261.442871
	Iteration 46Q: 3 clusters Score -7736002 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18189 members 
Mstep: Class 2 contains 22258 members 
Entering Unmasked Estep 
Score: -7736007.500000 Penalty: 5261.442871
	Iteration 47Q: 3 clusters Score -7736008 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18194 members 
Mstep: Class 2 contains 22253 members 
Entering Unmasked Estep 
Score: -7736007.000000 Penalty: 5261.442871
	Iteration 48Q: 3 clusters Score -7736007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -7736002.500000 Penalty: 5261.442871
	Iteration 49Q: 3 clusters Score -7736002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -7736006.500000 Penalty: 5261.442871
	Iteration 50Q: 3 clusters Score -7736006 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18207 members 
Mstep: Class 2 contains 22240 members 
Entering Unmasked Estep 
Score: -7736006.000000 Penalty: 5261.442871
	Iteration 51Q: 3 clusters Score -7736006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18211 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -7736007.000000 Penalty: 5261.442871
	Iteration 52Q: 3 clusters Score -7736007 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 22227 members 
Entering Unmasked Estep 
Score: -7736013.000000 Penalty: 5261.442871
	Iteration 53Q: 3 clusters Score -7736013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18229 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -7736013.000000 Penalty: 5261.442871
	Iteration 54Q: 3 clusters Score -7736013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18240 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -7736002.500000 Penalty: 5261.442871
	Iteration 55Q: 3 clusters Score -7736002 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 22199 members 
Entering Unmasked Estep 
Score: -7736001.000000 Penalty: 5261.442871
	Iteration 56Q: 3 clusters Score -7736001 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18255 members 
Mstep: Class 2 contains 22192 members 
Entering Unmasked Estep 
Score: -7736005.000000 Penalty: 5261.442871
	Iteration 57Q: 3 clusters Score -7736005 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18258 members 
Mstep: Class 2 contains 22189 members 
Entering Unmasked Estep 
Score: -7735999.500000 Penalty: 5261.442871
	Iteration 58Q: 3 clusters Score -7736000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18261 members 
Mstep: Class 2 contains 22186 members 
Entering Unmasked Estep 
Score: -7735998.000000 Penalty: 5261.442871
	Iteration 59Q: 3 clusters Score -7735998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 22184 members 
Entering Unmasked Estep 
Score: -7735996.000000 Penalty: 5261.442871
	Iteration 60F: 3 clusters Score -7735996 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 22182 members 
Entering Unmasked Estep 
Score: -7736000.000000 Penalty: 5261.442871
	Iteration 61Q: 3 clusters Score -7736000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18267 members 
Mstep: Class 2 contains 22180 members 
Entering Unmasked Estep 
Score: -7736007.500000 Penalty: 5261.442871
	Iteration 62Q: 3 clusters Score -7736008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 22178 members 
Entering Unmasked Estep 
Score: -7736002.000000 Penalty: 5261.442871
	Iteration 63Q: 3 clusters Score -7736002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -7735997.000000 Penalty: 5261.442871
	Iteration 64Q: 3 clusters Score -7735997 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 22176 members 
Entering Unmasked Estep 
Score: -7735997.000000 Penalty: 5261.442871
	Iteration 65F: 3 clusters Score -7735997 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (45855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45855 members 
Entering Unmasked Estep 
Score: -8603541.000000 Penalty: 2661.843262
	Iteration 0F: 2 clusters Score -8603541 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -8575217.000000 Penalty: 5323.686523
	Iteration 0F: 3 clusters Score -8575217 nChanged 21292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 22888 members 
Entering Unmasked Estep 
Score: -8587311.000000 Penalty: 5323.686523
	Iteration 1F: 3 clusters Score -8587311 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -8587825.000000 Penalty: 5323.686523
	Iteration 2Q: 3 clusters Score -8587825 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22901 members 
Mstep: Class 2 contains 22954 members 
Entering Unmasked Estep 
Score: -8588443.000000 Penalty: 5323.686523
	Iteration 3Q: 3 clusters Score -8588443 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22835 members 
Mstep: Class 2 contains 23020 members 
Entering Unmasked Estep 
Score: -8589057.000000 Penalty: 5323.686523
	Iteration 4Q: 3 clusters Score -8589057 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22843 members 
Mstep: Class 2 contains 23012 members 
Entering Unmasked Estep 
Score: -8589676.000000 Penalty: 5323.686523
	Iteration 5Q: 3 clusters Score -8589676 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22890 members 
Mstep: Class 2 contains 22965 members 
Entering Unmasked Estep 
Score: -8590439.000000 Penalty: 5323.686523
	Iteration 6Q: 3 clusters Score -8590439 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23003 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8591399 nChanged 2258
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23243 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8592756 nChanged 2635
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23624 members 
Mstep: Class 2 contains 22231 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8594739 nChanged 2843
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24149 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8596806 nChanged 2400
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24609 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8598075 nChanged 1560
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24919 members 
Mstep: Class 2 contains 20936 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8598601 nChanged 885
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25172 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8598851 nChanged 601
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25367 members 
Mstep: Class 2 contains 20488 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8599009 nChanged 495
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Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 20321 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8599115 nChanged 489
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Mstep: Class 1 contains 25733 members 
Mstep: Class 2 contains 20122 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8599218 nChanged 499
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Mstep: Class 1 contains 25944 members 
Mstep: Class 2 contains 19911 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8599389 nChanged 506
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Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 19699 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8599566 nChanged 458
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Mstep: Class 1 contains 26364 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8599661 nChanged 448
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Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 19265 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8599775 nChanged 436
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Mstep: Class 1 contains 26794 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8599862 nChanged 397
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Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 18836 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8599959 nChanged 345
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 18607 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8600006 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 18379 members 
Entering Unmasked Estep 
Score: -8600046.000000 Penalty: 5323.686523
	Iteration 24Q: 3 clusters Score -8600046 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27732 members 
Mstep: Class 2 contains 18123 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8600129 nChanged 332
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28044 members 
Mstep: Class 2 contains 17811 members 
Entering Unmasked Estep 
Score: -8600163.000000 Penalty: 5323.686523
	Iteration 26Q: 3 clusters Score -8600163 nChanged 415
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28441 members 
Mstep: Class 2 contains 17414 members 
Entering Unmasked Estep 
Score: -8600234.000000 Penalty: 5323.686523
	Iteration 27Q: 3 clusters Score -8600234 nChanged 453
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28886 members 
Mstep: Class 2 contains 16969 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8600300 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29399 members 
Mstep: Class 2 contains 16456 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8600321 nChanged 537
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29934 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8600312 nChanged 554
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30484 members 
Mstep: Class 2 contains 15371 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8600279 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31149 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -8600332.000000 Penalty: 5323.686523
	Iteration 32Q: 3 clusters Score -8600332 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31930 members 
Mstep: Class 2 contains 13925 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8600415 nChanged 781
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 13144 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8600455 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33519 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8600516 nChanged 837
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34356 members 
Mstep: Class 2 contains 11499 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8600540 nChanged 892
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 10607 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8600585 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36150 members 
Mstep: Class 2 contains 9705 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8600635 nChanged 905
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 8802 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8600673 nChanged 912
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37963 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8600770 nChanged 957
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 6935 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8600788 nChanged 845
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39765 members 
Mstep: Class 2 contains 6090 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8600890 nChanged 764
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40527 members 
Mstep: Class 2 contains 5328 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8600905 nChanged 702
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41229 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8600953 nChanged 623
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8601044 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42366 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8601082 nChanged 459
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8601089 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43238 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8601088 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43572 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -8601127.000000 Penalty: 5323.686523
	Iteration 49Q: 3 clusters Score -8601127 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43862 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8601203.000000 Penalty: 5323.686523
	Iteration 50Q: 3 clusters Score -8601203 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44094 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -8601215.000000 Penalty: 5323.686523
	Iteration 51Q: 3 clusters Score -8601215 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44268 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8601210.000000 Penalty: 5323.686523
	Iteration 52Q: 3 clusters Score -8601210 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44429 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8601247.000000 Penalty: 5323.686523
	Iteration 53Q: 3 clusters Score -8601247 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44580 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8601307 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8601320 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -8601341.000000 Penalty: 5323.686523
	Iteration 56Q: 3 clusters Score -8601341 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -8601384.000000 Penalty: 5323.686523
	Iteration 57Q: 3 clusters Score -8601384 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44898 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8601387.000000 Penalty: 5323.686523
	Iteration 58Q: 3 clusters Score -8601387 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44941 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8601384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44983 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -8601400.000000 Penalty: 5323.686523
	Iteration 60F: 3 clusters Score -8601400 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -8601413.000000 Penalty: 5323.686523
	Iteration 61Q: 3 clusters Score -8601413 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -8601428.000000 Penalty: 5323.686523
	Iteration 62Q: 3 clusters Score -8601428 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45070 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -8601431.000000 Penalty: 5323.686523
	Iteration 63Q: 3 clusters Score -8601431 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8601428.000000 Penalty: 5323.686523
	Iteration 64Q: 3 clusters Score -8601428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45106 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -8601429.000000 Penalty: 5323.686523
	Iteration 65Q: 3 clusters Score -8601429 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -8601441.000000 Penalty: 5323.686523
	Iteration 66Q: 3 clusters Score -8601441 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45135 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -8601435.000000 Penalty: 5323.686523
	Iteration 67Q: 3 clusters Score -8601435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45152 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8601438.000000 Penalty: 5323.686523
	Iteration 68Q: 3 clusters Score -8601438 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8601435 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45180 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8601440.000000 Penalty: 5323.686523
	Iteration 70Q: 3 clusters Score -8601440 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45193 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8601445 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45203 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8601435 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8601434.000000 Penalty: 5323.686523
	Iteration 73Q: 3 clusters Score -8601434 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45220 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8601435 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -8601436.000000 Penalty: 5323.686523
	Iteration 75Q: 3 clusters Score -8601436 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -8601449.000000 Penalty: 5323.686523
	Iteration 76Q: 3 clusters Score -8601449 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45242 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -8601441.000000 Penalty: 5323.686523
	Iteration 77Q: 3 clusters Score -8601441 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8601442.000000 Penalty: 5323.686523
	Iteration 78Q: 3 clusters Score -8601442 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -8601448.000000 Penalty: 5323.686523
	Iteration 79Q: 3 clusters Score -8601448 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8601456.000000 Penalty: 5323.686523
	Iteration 80F: 3 clusters Score -8601456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -8601460.000000 Penalty: 5323.686523
	Iteration 81Q: 3 clusters Score -8601460 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45263 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -8601457.000000 Penalty: 5323.686523
	Iteration 82Q: 3 clusters Score -8601457 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45267 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -8601452.000000 Penalty: 5323.686523
	Iteration 83Q: 3 clusters Score -8601452 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45269 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8601451.000000 Penalty: 5323.686523
	Iteration 84Q: 3 clusters Score -8601451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -8601454.000000 Penalty: 5323.686523
	Iteration 85Q: 3 clusters Score -8601454 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8601454 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8601455 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8601456.000000 Penalty: 5323.686523
	Iteration 88Q: 3 clusters Score -8601456 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45275 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8601456 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45274 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8601457 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45277 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -8601454.000000 Penalty: 5323.686523
	Iteration 91Q: 3 clusters Score -8601454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45284 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -8601452.000000 Penalty: 5323.686523
	Iteration 92Q: 3 clusters Score -8601452 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45288 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8601443.000000 Penalty: 5323.686523
	Iteration 93Q: 3 clusters Score -8601443 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8601448.000000 Penalty: 5323.686523
	Iteration 94Q: 3 clusters Score -8601448 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8601454 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -8601462.000000 Penalty: 5323.686523
	Iteration 96Q: 3 clusters Score -8601462 nChanged 1
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8601458 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
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	Iteration 98F: 3 clusters Score -8601458 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1676 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1676 members 
Entering Unmasked Estep 
Score: -299845.718750 Penalty: 1841.192993
	Iteration 0F: 2 clusters Score -299845.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 842 members 
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Entering Unmasked Estep 
Score: -297495.593750 Penalty: 3682.385986
	Iteration 0F: 3 clusters Score -297495.6 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -298130.875000 Penalty: 3682.385986
	Iteration 1F: 3 clusters Score -298130.9 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -298465.593750 Penalty: 3682.385986
	Iteration 2F: 3 clusters Score -298465.6 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -298715.718750 Penalty: 3682.385986
	Iteration 3F: 3 clusters Score -298715.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -298900.250000 Penalty: 3682.385986
	Iteration 4F: 3 clusters Score -298900.2 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -299021.468750 Penalty: 3682.385986
	Iteration 5Q: 3 clusters Score -299021.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -299083.312500 Penalty: 3682.385986
	Iteration 6Q: 3 clusters Score -299083.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -299108.843750 Penalty: 3682.385986
	Iteration 7Q: 3 clusters Score -299108.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -299127.937500 Penalty: 3682.385986
	Iteration 8Q: 3 clusters Score -299127.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -299134.093750 Penalty: 3682.385986
	Iteration 9Q: 3 clusters Score -299134.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -299138.625000 Penalty: 3682.385986
	Iteration 10Q: 3 clusters Score -299138.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -299141.000000 Penalty: 3682.385986
	Iteration 11Q: 3 clusters Score -299141 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -299145.125000 Penalty: 3682.385986
	Iteration 12Q: 3 clusters Score -299145.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -299145.781250 Penalty: 3682.385986
	Iteration 13Q: 3 clusters Score -299145.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -299145.781250 Penalty: 3682.385986
	Iteration 14F: 3 clusters Score -299145.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -145164.640625 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -145164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -143357.156250 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -143357.2 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -143731.484375 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -143731.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -143879.750000 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -143879.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -143988.812500 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -143988.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -144108.125000 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -144108.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -144170.015625 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -144170 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -144214.640625 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -144214.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -144241.703125 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -144241.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -144272.062500 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -144272.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -144324.328125 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -144324.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -144363.531250 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -144363.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -144427.781250 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -144427.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -144492.484375 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -144492.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -144527.531250 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -144527.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -144561.078125 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -144561.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -144592.250000 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -144592.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -144608.859375 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -144608.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -144612.375000 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -144612.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -144620.390625 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -144620.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -144623.468750 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -144623.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -144626.453125 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -144626.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (28196 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28196 members 
Entering Unmasked Estep 
Score: -5634926.500000 Penalty: 2541.239990
	Iteration 0F: 2 clusters Score -5634926 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 13949 members 
Entering Unmasked Estep 
Score: -5616370.500000 Penalty: 5082.479980
	Iteration 0F: 3 clusters Score -5616370 nChanged 12680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15161 members 
Mstep: Class 2 contains 13035 members 
Entering Unmasked Estep 
Score: -5623318.000000 Penalty: 5082.479980
	Iteration 1F: 3 clusters Score -5623318 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 12362 members 
Entering Unmasked Estep 
Score: -5623845.000000 Penalty: 5082.479980
	Iteration 2F: 3 clusters Score -5623845 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16709 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -5624410.500000 Penalty: 5082.479980
	Iteration 3F: 3 clusters Score -5624410 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 10318 members 
Entering Unmasked Estep 
Score: -5625102.000000 Penalty: 5082.479980
	Iteration 4F: 3 clusters Score -5625102 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -5625964.000000 Penalty: 5082.479980
	Iteration 5F: 3 clusters Score -5625964 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20865 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -5626968.000000 Penalty: 5082.479980
	Iteration 6F: 3 clusters Score -5626968 nChanged 1790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22617 members 
Mstep: Class 2 contains 5579 members 
Entering Unmasked Estep 
Score: -5628188.000000 Penalty: 5082.479980
	Iteration 7F: 3 clusters Score -5628188 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24392 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -5629545.500000 Penalty: 5082.479980
	Iteration 8F: 3 clusters Score -5629546 nChanged 1488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25872 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -5630723.500000 Penalty: 5082.479980
	Iteration 9F: 3 clusters Score -5630724 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26926 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -5631632.000000 Penalty: 5082.479980
	Iteration 10Q: 3 clusters Score -5631632 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5632172.500000 Penalty: 5082.479980
	Iteration 11Q: 3 clusters Score -5632172 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27775 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5632420.000000 Penalty: 5082.479980
	Iteration 12Q: 3 clusters Score -5632420 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27865 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -5632542.000000 Penalty: 5082.479980
	Iteration 13Q: 3 clusters Score -5632542 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27905 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5632599.000000 Penalty: 5082.479980
	Iteration 14Q: 3 clusters Score -5632599 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27916 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5632631.500000 Penalty: 5082.479980
	Iteration 15Q: 3 clusters Score -5632632 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27924 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5632647.000000 Penalty: 5082.479980
	Iteration 16Q: 3 clusters Score -5632647 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5632658.000000 Penalty: 5082.479980
	Iteration 17Q: 3 clusters Score -5632658 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27937 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5632670.000000 Penalty: 5082.479980
	Iteration 18Q: 3 clusters Score -5632670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27939 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -5632672.500000 Penalty: 5082.479980
	Iteration 19Q: 3 clusters Score -5632672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5632672.000000 Penalty: 5082.479980
	Iteration 20F: 3 clusters Score -5632672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27944 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5632685.000000 Penalty: 5082.479980
	Iteration 21Q: 3 clusters Score -5632685 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27949 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -5632690.000000 Penalty: 5082.479980
	Iteration 22Q: 3 clusters Score -5632690 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27951 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5632698.500000 Penalty: 5082.479980
	Iteration 23Q: 3 clusters Score -5632698 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5632697.500000 Penalty: 5082.479980
	Iteration 24Q: 3 clusters Score -5632698 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27955 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5632706.000000 Penalty: 5082.479980
	Iteration 25Q: 3 clusters Score -5632706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5632709.000000 Penalty: 5082.479980
	Iteration 26Q: 3 clusters Score -5632709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5632709.000000 Penalty: 5082.479980
	Iteration 27F: 3 clusters Score -5632709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (30111 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30111 members 
Entering Unmasked Estep 
Score: -6003565.500000 Penalty: 2557.536133
	Iteration 0F: 2 clusters Score -6003566 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 15153 members 
Entering Unmasked Estep 
Score: -5984246.000000 Penalty: 5115.072266
	Iteration 0F: 3 clusters Score -5984246 nChanged 13565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 15820 members 
Entering Unmasked Estep 
Score: -5991476.000000 Penalty: 5115.072266
	Iteration 1F: 3 clusters Score -5991476 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -5991949.000000 Penalty: 5115.072266
	Iteration 2Q: 3 clusters Score -5991949 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13316 members 
Mstep: Class 2 contains 16795 members 
Entering Unmasked Estep 
Score: -5992328.000000 Penalty: 5115.072266
	Iteration 3Q: 3 clusters Score -5992328 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12621 members 
Mstep: Class 2 contains 17490 members 
Entering Unmasked Estep 
Score: -5992725.000000 Penalty: 5115.072266
	Iteration 4Q: 3 clusters Score -5992725 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11667 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -5993238.500000 Penalty: 5115.072266
	Iteration 5Q: 3 clusters Score -5993238 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10499 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -5993873.000000 Penalty: 5115.072266
	Iteration 6Q: 3 clusters Score -5993873 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -5994767.000000 Penalty: 5115.072266
	Iteration 7F: 3 clusters Score -5994767 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 22670 members 
Entering Unmasked Estep 
Score: -5995783.000000 Penalty: 5115.072266
	Iteration 8F: 3 clusters Score -5995783 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5873 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -5996811.500000 Penalty: 5115.072266
	Iteration 9F: 3 clusters Score -5996812 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4418 members 
Mstep: Class 2 contains 25693 members 
Entering Unmasked Estep 
Score: -5997948.000000 Penalty: 5115.072266
	Iteration 10F: 3 clusters Score -5997948 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3281 members 
Mstep: Class 2 contains 26830 members 
Entering Unmasked Estep 
Score: -5999196.500000 Penalty: 5115.072266
	Iteration 11Q: 3 clusters Score -5999196 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 27739 members 
Entering Unmasked Estep 
Score: -6000060.000000 Penalty: 5115.072266
	Iteration 12Q: 3 clusters Score -6000060 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1683 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -6000598.000000 Penalty: 5115.072266
	Iteration 13Q: 3 clusters Score -6000598 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -6000958.000000 Penalty: 5115.072266
	Iteration 14Q: 3 clusters Score -6000958 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 29163 members 
Entering Unmasked Estep 
Score: -6001124.000000 Penalty: 5115.072266
	Iteration 15Q: 3 clusters Score -6001124 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 29352 members 
Entering Unmasked Estep 
Score: -6001253.500000 Penalty: 5115.072266
	Iteration 16Q: 3 clusters Score -6001254 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 29471 members 
Entering Unmasked Estep 
Score: -6001342.500000 Penalty: 5115.072266
	Iteration 17Q: 3 clusters Score -6001342 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 29546 members 
Entering Unmasked Estep 
Score: -6001439.000000 Penalty: 5115.072266
	Iteration 18Q: 3 clusters Score -6001439 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -6001495.500000 Penalty: 5115.072266
	Iteration 19Q: 3 clusters Score -6001496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -6001525.000000 Penalty: 5115.072266
	Iteration 20F: 3 clusters Score -6001525 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 29643 members 
Entering Unmasked Estep 
Score: -6001546.500000 Penalty: 5115.072266
	Iteration 21Q: 3 clusters Score -6001546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 29658 members 
Entering Unmasked Estep 
Score: -6001564.000000 Penalty: 5115.072266
	Iteration 22Q: 3 clusters Score -6001564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 29667 members 
Entering Unmasked Estep 
Score: -6001571.000000 Penalty: 5115.072266
	Iteration 23Q: 3 clusters Score -6001571 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 29675 members 
Entering Unmasked Estep 
Score: -6001563.000000 Penalty: 5115.072266
	Iteration 24Q: 3 clusters Score -6001563 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 29684 members 
Entering Unmasked Estep 
Score: -6001574.500000 Penalty: 5115.072266
	Iteration 25Q: 3 clusters Score -6001574 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 29687 members 
Entering Unmasked Estep 
Score: -6001576.000000 Penalty: 5115.072266
	Iteration 26Q: 3 clusters Score -6001576 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 29690 members 
Entering Unmasked Estep 
Score: -6001574.500000 Penalty: 5115.072266
	Iteration 27Q: 3 clusters Score -6001574 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 29691 members 
Entering Unmasked Estep 
Score: -6001570.000000 Penalty: 5115.072266
	Iteration 28Q: 3 clusters Score -6001570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 29694 members 
Entering Unmasked Estep 
Score: -6001577.500000 Penalty: 5115.072266
	Iteration 29Q: 3 clusters Score -6001578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 29696 members 
Entering Unmasked Estep 
Score: -6001579.000000 Penalty: 5115.072266
	Iteration 30Q: 3 clusters Score -6001579 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -6001581.500000 Penalty: 5115.072266
	Iteration 31Q: 3 clusters Score -6001582 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 29707 members 
Entering Unmasked Estep 
Score: -6001589.500000 Penalty: 5115.072266
	Iteration 32Q: 3 clusters Score -6001590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -6001595.500000 Penalty: 5115.072266
	Iteration 33Q: 3 clusters Score -6001596 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -6001588.500000 Penalty: 5115.072266
	Iteration 34Q: 3 clusters Score -6001588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -6001594.500000 Penalty: 5115.072266
	Iteration 35Q: 3 clusters Score -6001594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -6001600.000000 Penalty: 5115.072266
	Iteration 36Q: 3 clusters Score -6001600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 29714 members 
Entering Unmasked Estep 
Score: -6001603.000000 Penalty: 5115.072266
	Iteration 37Q: 3 clusters Score -6001603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 29715 members 
Entering Unmasked Estep 
Score: -6001602.000000 Penalty: 5115.072266
	Iteration 38Q: 3 clusters Score -6001602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -6001609.000000 Penalty: 5115.072266
	Iteration 39Q: 3 clusters Score -6001609 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 29716 members 
Entering Unmasked Estep 
Score: -6001609.000000 Penalty: 5115.072266
	Iteration 40F: 3 clusters Score -6001609 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -80723.734375 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -80723.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -79226.289062 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79226.29 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -79408.289062 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -79408.29 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -79448.609375 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -79448.61 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79468.609375 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -79468.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -79472.992188 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -79472.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -79480.085938 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -79480.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -79484.710938 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -79484.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -79484.710938 Penalty: 3067.337891
	Iteration 7F: 3 clusters Score -79484.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -53744.839844 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -53744.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -52530.011719 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -52530.01 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -52780.605469 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -52780.61 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -52890.917969 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -52890.92 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -53078.359375 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -53078.36 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -53202.656250 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -53202.66 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -53273.632812 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -53273.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -53352.187500 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -53352.19 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -53428.582031 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -53428.58 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -53479.734375 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -53479.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -53497.351562 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -53497.35 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -53497.351562 Penalty: 2905.534668
	Iteration 10F: 3 clusters Score -53497.35 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1119 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Entering Unmasked Estep 
Score: -213284.156250 Penalty: 1741.007324
	Iteration 0F: 2 clusters Score -213284.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -211248.046875 Penalty: 3482.014648
	Iteration 0F: 3 clusters Score -211248 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -211742.171875 Penalty: 3482.014648
	Iteration 1F: 3 clusters Score -211742.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -211998.500000 Penalty: 3482.014648
	Iteration 2F: 3 clusters Score -211998.5 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -212147.171875 Penalty: 3482.014648
	Iteration 3F: 3 clusters Score -212147.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -212263.859375 Penalty: 3482.014648
	Iteration 4F: 3 clusters Score -212263.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -212366.609375 Penalty: 3482.014648
	Iteration 5F: 3 clusters Score -212366.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -212430.062500 Penalty: 3482.014648
	Iteration 6Q: 3 clusters Score -212430.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -212476.328125 Penalty: 3482.014648
	Iteration 7Q: 3 clusters Score -212476.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -212509.906250 Penalty: 3482.014648
	Iteration 8Q: 3 clusters Score -212509.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -212543.140625 Penalty: 3482.014648
	Iteration 9Q: 3 clusters Score -212543.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -212589.765625 Penalty: 3482.014648
	Iteration 10Q: 3 clusters Score -212589.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -212622.828125 Penalty: 3482.014648
	Iteration 11Q: 3 clusters Score -212622.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -212638.187500 Penalty: 3482.014648
	Iteration 12Q: 3 clusters Score -212638.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -212647.140625 Penalty: 3482.014648
	Iteration 13Q: 3 clusters Score -212647.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -212648.921875 Penalty: 3482.014648
	Iteration 14Q: 3 clusters Score -212648.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -212651.359375 Penalty: 3482.014648
	Iteration 15Q: 3 clusters Score -212651.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -212651.359375 Penalty: 3482.014648
	Iteration 16F: 3 clusters Score -212651.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -102216.226562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -102216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -100571.882812 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -100571.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -100747.953125 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -100748 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -100806.125000 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -100806.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100834.164062 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -100834.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -100853.343750 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -100853.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100868.015625 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -100868 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100877.351562 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -100877.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100885.757812 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -100885.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100885.757812 Penalty: 3184.317383
	Iteration 8F: 3 clusters Score -100885.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -89970.000000 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -89970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -88375.296875 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -88375.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -88648.117188 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -88648.12 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -88804.734375 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -88804.73 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -88930.843750 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -88930.84 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -88993.968750 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -88993.97 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -89029.500000 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -89029.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89046.859375 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -89046.86 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -89052.765625 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -89052.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89055.695312 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -89055.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -89058.921875 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -89058.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -89064.789062 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -89064.79 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -89067.609375 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -89067.61 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -89074.898438 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -89074.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -89079.445312 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -89079.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -89081.187500 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -89081.19 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -89085.093750 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -89085.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -89085.093750 Penalty: 3124.278809
	Iteration 16F: 3 clusters Score -89085.09 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (21750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21750 members 
Entering Unmasked Estep 
Score: -4359209.500000 Penalty: 2476.867432
	Iteration 0F: 2 clusters Score -4359210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10801 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
Score: -4344254.000000 Penalty: 4953.734863
	Iteration 0F: 3 clusters Score -4344254 nChanged 9591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 11430 members 
Entering Unmasked Estep 
Score: -4349361.000000 Penalty: 4953.734863
	Iteration 1F: 3 clusters Score -4349361 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10029 members 
Mstep: Class 2 contains 11721 members 
Entering Unmasked Estep 
Score: -4349743.000000 Penalty: 4953.734863
	Iteration 2F: 3 clusters Score -4349743 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -4350121.500000 Penalty: 4953.734863
	Iteration 3Q: 3 clusters Score -4350122 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 12572 members 
Entering Unmasked Estep 
Score: -4350436.500000 Penalty: 4953.734863
	Iteration 4Q: 3 clusters Score -4350436 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8568 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -4350778.000000 Penalty: 4953.734863
	Iteration 5Q: 3 clusters Score -4350778 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7778 members 
Mstep: Class 2 contains 13972 members 
Entering Unmasked Estep 
Score: -4351225.000000 Penalty: 4953.734863
	Iteration 6Q: 3 clusters Score -4351225 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -4351809.500000 Penalty: 4953.734863
	Iteration 7F: 3 clusters Score -4351810 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5752 members 
Mstep: Class 2 contains 15998 members 
Entering Unmasked Estep 
Score: -4352537.500000 Penalty: 4953.734863
	Iteration 8F: 3 clusters Score -4352538 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 17112 members 
Entering Unmasked Estep 
Score: -4353425.500000 Penalty: 4953.734863
	Iteration 9F: 3 clusters Score -4353426 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 18169 members 
Entering Unmasked Estep 
Score: -4354397.500000 Penalty: 4953.734863
	Iteration 10F: 3 clusters Score -4354398 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2730 members 
Mstep: Class 2 contains 19020 members 
Entering Unmasked Estep 
Score: -4355225.000000 Penalty: 4953.734863
	Iteration 11Q: 3 clusters Score -4355225 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -4355874.000000 Penalty: 4953.734863
	Iteration 12Q: 3 clusters Score -4355874 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -4356301.500000 Penalty: 4953.734863
	Iteration 13Q: 3 clusters Score -4356302 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -4356631.500000 Penalty: 4953.734863
	Iteration 14Q: 3 clusters Score -4356632 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 20417 members 
Entering Unmasked Estep 
Score: -4356835.500000 Penalty: 4953.734863
	Iteration 15Q: 3 clusters Score -4356836 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -4356929.500000 Penalty: 4953.734863
	Iteration 16Q: 3 clusters Score -4356930 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4357003.000000 Penalty: 4953.734863
	Iteration 17Q: 3 clusters Score -4357003 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 20602 members 
Entering Unmasked Estep 
Score: -4357060.500000 Penalty: 4953.734863
	Iteration 18Q: 3 clusters Score -4357060 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -4357094.000000 Penalty: 4953.734863
	Iteration 19Q: 3 clusters Score -4357094 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 20641 members 
Entering Unmasked Estep 
Score: -4357115.500000 Penalty: 4953.734863
	Iteration 20F: 3 clusters Score -4357116 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -4357135.500000 Penalty: 4953.734863
	Iteration 21Q: 3 clusters Score -4357136 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 20655 members 
Entering Unmasked Estep 
Score: -4357154.000000 Penalty: 4953.734863
	Iteration 22Q: 3 clusters Score -4357154 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 20667 members 
Entering Unmasked Estep 
Score: -4357161.500000 Penalty: 4953.734863
	Iteration 23Q: 3 clusters Score -4357162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 20673 members 
Entering Unmasked Estep 
Score: -4357169.500000 Penalty: 4953.734863
	Iteration 24Q: 3 clusters Score -4357170 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 20680 members 
Entering Unmasked Estep 
Score: -4357176.000000 Penalty: 4953.734863
	Iteration 25Q: 3 clusters Score -4357176 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 20691 members 
Entering Unmasked Estep 
Score: -4357182.000000 Penalty: 4953.734863
	Iteration 26Q: 3 clusters Score -4357182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 20696 members 
Entering Unmasked Estep 
Score: -4357186.000000 Penalty: 4953.734863
	Iteration 27Q: 3 clusters Score -4357186 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 20699 members 
Entering Unmasked Estep 
Score: -4357184.000000 Penalty: 4953.734863
	Iteration 28Q: 3 clusters Score -4357184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 20703 members 
Entering Unmasked Estep 
Score: -4357188.500000 Penalty: 4953.734863
	Iteration 29Q: 3 clusters Score -4357188 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4357191.500000 Penalty: 4953.734863
	Iteration 30Q: 3 clusters Score -4357192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 20706 members 
Entering Unmasked Estep 
Score: -4357188.500000 Penalty: 4953.734863
	Iteration 31Q: 3 clusters Score -4357188 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -4357189.500000 Penalty: 4953.734863
	Iteration 32Q: 3 clusters Score -4357190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 20709 members 
Entering Unmasked Estep 
Score: -4357191.000000 Penalty: 4953.734863
	Iteration 33Q: 3 clusters Score -4357191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4357193.000000 Penalty: 4953.734863
	Iteration 34Q: 3 clusters Score -4357193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 20710 members 
Entering Unmasked Estep 
Score: -4357193.000000 Penalty: 4953.734863
	Iteration 35F: 3 clusters Score -4357193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -81383.726562 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -81383.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79877.320312 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79877.32 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80068.703125 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -80068.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -80103.812500 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -80103.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80117.609375 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -80117.61 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80125.351562 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -80125.35 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -80135.523438 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -80135.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80136.273438 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -80136.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80136.273438 Penalty: 3067.337891
	Iteration 7F: 3 clusters Score -80136.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -73726.085938 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -73726.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -72251.968750 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -72251.97 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72483.718750 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -72483.72 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 202 members 
Entering Unmasked Estep 
Score: -72591.070312 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -72591.07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -72647.187500 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -72647.19 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -72696.601562 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -72696.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -72736.976562 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -72736.98 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -72754.640625 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -72754.64 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -72760.007812 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -72760.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -72760.007812 Penalty: 3051.755371
	Iteration 8F: 3 clusters Score -72760.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30175 members 
Mstep: Class 3 contains 47359 members 
Mstep: Class 4 contains 4272 members 
Mstep: Class 5 contains 33742 members 
Mstep: Class 6 contains 32925 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 8208 members 
Mstep: Class 10 contains 22872 members 
Mstep: Class 11 contains 51930 members 
Mstep: Class 12 contains 70168 members 
Mstep: Class 13 contains 52645 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 29520 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46634 members 
Mstep: Class 18 contains 46096 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23145 members 
Mstep: Class 22 contains 31299 members 
Mstep: Class 23 contains 17798 members 
Mstep: Class 24 contains 31566 members 
Mstep: Class 25 contains 3822 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48522 members 
Mstep: Class 28 contains 22288 members 
Mstep: Class 29 contains 26943 members 
Mstep: Class 30 contains 59478 members 
Mstep: Class 31 contains 53645 members 
Mstep: Class 32 contains 66484 members 
Mstep: Class 33 contains 19562 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40447 members 
Mstep: Class 36 contains 45855 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28196 members 
Mstep: Class 40 contains 30111 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21750 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960272.000000 Penalty: 165768.828125
Iteration 239Q: 49 clusters Score -2.079603e+08 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 30147 members 
Mstep: Class 3 contains 47358 members 
Mstep: Class 4 contains 4279 members 
Mstep: Class 5 contains 33703 members 
Mstep: Class 6 contains 32869 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47441 members 
Mstep: Class 9 contains 8210 members 
Mstep: Class 10 contains 22761 members 
Mstep: Class 11 contains 51930 members 
Mstep: Class 12 contains 70189 members 
Mstep: Class 13 contains 52664 members 
Mstep: Class 14 contains 4782 members 
Mstep: Class 15 contains 29510 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46643 members 
Mstep: Class 18 contains 46098 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23128 members 
Mstep: Class 22 contains 31392 members 
Mstep: Class 23 contains 17796 members 
Mstep: Class 24 contains 31566 members 
Mstep: Class 25 contains 3810 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48556 members 
Mstep: Class 28 contains 22285 members 
Mstep: Class 29 contains 26926 members 
Mstep: Class 30 contains 59493 members 
Mstep: Class 31 contains 53661 members 
Mstep: Class 32 contains 66476 members 
Mstep: Class 33 contains 19557 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40426 members 
Mstep: Class 36 contains 45843 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28259 members 
Mstep: Class 40 contains 30125 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21805 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960496.000000 Penalty: 165768.828125
Iteration 240F: 49 clusters Score -2.079605e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30161 members 
Mstep: Class 3 contains 47387 members 
Mstep: Class 4 contains 4283 members 
Mstep: Class 5 contains 33660 members 
Mstep: Class 6 contains 32807 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47460 members 
Mstep: Class 9 contains 8213 members 
Mstep: Class 10 contains 22623 members 
Mstep: Class 11 contains 51937 members 
Mstep: Class 12 contains 70187 members 
Mstep: Class 13 contains 52687 members 
Mstep: Class 14 contains 4781 members 
Mstep: Class 15 contains 29502 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46673 members 
Mstep: Class 18 contains 46116 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23130 members 
Mstep: Class 22 contains 31458 members 
Mstep: Class 23 contains 17805 members 
Mstep: Class 24 contains 31562 members 
Mstep: Class 25 contains 3793 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48524 members 
Mstep: Class 28 contains 22281 members 
Mstep: Class 29 contains 26923 members 
Mstep: Class 30 contains 59517 members 
Mstep: Class 31 contains 53686 members 
Mstep: Class 32 contains 66471 members 
Mstep: Class 33 contains 19548 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40413 members 
Mstep: Class 36 contains 45821 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28340 members 
Mstep: Class 40 contains 30076 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21864 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960240.000000 Penalty: 165768.828125
Iteration 241Q: 49 clusters Score -2.079602e+08 nChanged 3177
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 30168 members 
Mstep: Class 3 contains 47431 members 
Mstep: Class 4 contains 4286 members 
Mstep: Class 5 contains 33630 members 
Mstep: Class 6 contains 32746 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47470 members 
Mstep: Class 9 contains 8211 members 
Mstep: Class 10 contains 22495 members 
Mstep: Class 11 contains 51932 members 
Mstep: Class 12 contains 70180 members 
Mstep: Class 13 contains 52703 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 29485 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46694 members 
Mstep: Class 18 contains 46130 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23148 members 
Mstep: Class 22 contains 31538 members 
Mstep: Class 23 contains 17815 members 
Mstep: Class 24 contains 31564 members 
Mstep: Class 25 contains 3776 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48510 members 
Mstep: Class 28 contains 22283 members 
Mstep: Class 29 contains 26936 members 
Mstep: Class 30 contains 59524 members 
Mstep: Class 31 contains 53683 members 
Mstep: Class 32 contains 66465 members 
Mstep: Class 33 contains 19549 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40400 members 
Mstep: Class 36 contains 45800 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28442 members 
Mstep: Class 40 contains 29973 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21942 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960272.000000 Penalty: 165768.828125
Iteration 242Q: 49 clusters Score -2.079603e+08 nChanged 3132
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30186 members 
Mstep: Class 3 contains 47460 members 
Mstep: Class 4 contains 4290 members 
Mstep: Class 5 contains 33580 members 
Mstep: Class 6 contains 32693 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47489 members 
Mstep: Class 9 contains 8212 members 
Mstep: Class 10 contains 22387 members 
Mstep: Class 11 contains 51924 members 
Mstep: Class 12 contains 70179 members 
Mstep: Class 13 contains 52736 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 29456 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46717 members 
Mstep: Class 18 contains 46147 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23174 members 
Mstep: Class 22 contains 31602 members 
Mstep: Class 23 contains 17815 members 
Mstep: Class 24 contains 31582 members 
Mstep: Class 25 contains 3751 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48505 members 
Mstep: Class 28 contains 22283 members 
Mstep: Class 29 contains 26943 members 
Mstep: Class 30 contains 59524 members 
Mstep: Class 31 contains 53698 members 
Mstep: Class 32 contains 66470 members 
Mstep: Class 33 contains 19544 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40370 members 
Mstep: Class 36 contains 45788 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28484 members 
Mstep: Class 40 contains 29921 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22001 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960352.000000 Penalty: 165768.828125
Iteration 243Q: 49 clusters Score -2.079604e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30267 members 
Mstep: Class 3 contains 47488 members 
Mstep: Class 4 contains 4296 members 
Mstep: Class 5 contains 33551 members 
Mstep: Class 6 contains 32647 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47493 members 
Mstep: Class 9 contains 8210 members 
Mstep: Class 10 contains 22262 members 
Mstep: Class 11 contains 51915 members 
Mstep: Class 12 contains 70206 members 
Mstep: Class 13 contains 52755 members 
Mstep: Class 14 contains 4778 members 
Mstep: Class 15 contains 29445 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46720 members 
Mstep: Class 18 contains 46159 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23199 members 
Mstep: Class 22 contains 31664 members 
Mstep: Class 23 contains 17830 members 
Mstep: Class 24 contains 31576 members 
Mstep: Class 25 contains 3736 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48504 members 
Mstep: Class 28 contains 22279 members 
Mstep: Class 29 contains 26941 members 
Mstep: Class 30 contains 59520 members 
Mstep: Class 31 contains 53684 members 
Mstep: Class 32 contains 66489 members 
Mstep: Class 33 contains 19530 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40347 members 
Mstep: Class 36 contains 45779 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28516 members 
Mstep: Class 40 contains 29843 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22059 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960080.000000 Penalty: 165768.828125
Iteration 244Q: 49 clusters Score -2.079601e+08 nChanged 3312
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30288 members 
Mstep: Class 3 contains 47553 members 
Mstep: Class 4 contains 4300 members 
Mstep: Class 5 contains 33528 members 
Mstep: Class 6 contains 32604 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47444 members 
Mstep: Class 9 contains 8213 members 
Mstep: Class 10 contains 22112 members 
Mstep: Class 11 contains 51889 members 
Mstep: Class 12 contains 70204 members 
Mstep: Class 13 contains 52785 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 29449 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46701 members 
Mstep: Class 18 contains 46185 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23220 members 
Mstep: Class 22 contains 31729 members 
Mstep: Class 23 contains 17830 members 
Mstep: Class 24 contains 31569 members 
Mstep: Class 25 contains 3714 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48518 members 
Mstep: Class 28 contains 22277 members 
Mstep: Class 29 contains 26952 members 
Mstep: Class 30 contains 59508 members 
Mstep: Class 31 contains 53688 members 
Mstep: Class 32 contains 66514 members 
Mstep: Class 33 contains 19523 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40325 members 
Mstep: Class 36 contains 45750 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28535 members 
Mstep: Class 40 contains 29861 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22141 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959488.000000 Penalty: 165768.828125
Iteration 245Q: 49 clusters Score -2.079595e+08 nChanged 3237
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7129 members 
Mstep: Class 2 contains 30325 members 
Mstep: Class 3 contains 47553 members 
Mstep: Class 4 contains 4308 members 
Mstep: Class 5 contains 33510 members 
Mstep: Class 6 contains 32578 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47450 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 21958 members 
Mstep: Class 11 contains 51869 members 
Mstep: Class 12 contains 70206 members 
Mstep: Class 13 contains 52800 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 29451 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46691 members 
Mstep: Class 18 contains 46212 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23232 members 
Mstep: Class 22 contains 31789 members 
Mstep: Class 23 contains 17852 members 
Mstep: Class 24 contains 31551 members 
Mstep: Class 25 contains 3693 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48524 members 
Mstep: Class 28 contains 22274 members 
Mstep: Class 29 contains 26972 members 
Mstep: Class 30 contains 59513 members 
Mstep: Class 31 contains 53689 members 
Mstep: Class 32 contains 66541 members 
Mstep: Class 33 contains 19519 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40298 members 
Mstep: Class 36 contains 45722 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28538 members 
Mstep: Class 40 contains 29870 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22206 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959856.000000 Penalty: 165768.828125
Iteration 246Q: 49 clusters Score -2.079599e+08 nChanged 3234
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 30358 members 
Mstep: Class 3 contains 47521 members 
Mstep: Class 4 contains 4316 members 
Mstep: Class 5 contains 33473 members 
Mstep: Class 6 contains 32546 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47477 members 
Mstep: Class 9 contains 8212 members 
Mstep: Class 10 contains 21812 members 
Mstep: Class 11 contains 51879 members 
Mstep: Class 12 contains 70193 members 
Mstep: Class 13 contains 52792 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 29441 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46695 members 
Mstep: Class 18 contains 46231 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23254 members 
Mstep: Class 22 contains 31853 members 
Mstep: Class 23 contains 17868 members 
Mstep: Class 24 contains 31531 members 
Mstep: Class 25 contains 3662 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48568 members 
Mstep: Class 28 contains 22272 members 
Mstep: Class 29 contains 26959 members 
Mstep: Class 30 contains 59558 members 
Mstep: Class 31 contains 53686 members 
Mstep: Class 32 contains 66580 members 
Mstep: Class 33 contains 19505 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40276 members 
Mstep: Class 36 contains 45715 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28575 members 
Mstep: Class 40 contains 29838 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22265 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960416.000000 Penalty: 165768.828125
Iteration 247Q: 49 clusters Score -2.079604e+08 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 30372 members 
Mstep: Class 3 contains 47520 members 
Mstep: Class 4 contains 4322 members 
Mstep: Class 5 contains 33442 members 
Mstep: Class 6 contains 32499 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47524 members 
Mstep: Class 9 contains 8212 members 
Mstep: Class 10 contains 21661 members 
Mstep: Class 11 contains 51875 members 
Mstep: Class 12 contains 70198 members 
Mstep: Class 13 contains 52803 members 
Mstep: Class 14 contains 4779 members 
Mstep: Class 15 contains 29460 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46670 members 
Mstep: Class 18 contains 46241 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23287 members 
Mstep: Class 22 contains 31894 members 
Mstep: Class 23 contains 17888 members 
Mstep: Class 24 contains 31519 members 
Mstep: Class 25 contains 3628 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48623 members 
Mstep: Class 28 contains 22270 members 
Mstep: Class 29 contains 26951 members 
Mstep: Class 30 contains 59590 members 
Mstep: Class 31 contains 53675 members 
Mstep: Class 32 contains 66595 members 
Mstep: Class 33 contains 19486 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40242 members 
Mstep: Class 36 contains 45696 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28618 members 
Mstep: Class 40 contains 29852 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22298 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960976.000000 Penalty: 165768.828125
Iteration 248Q: 49 clusters Score -2.07961e+08 nChanged 3269
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 30388 members 
Mstep: Class 3 contains 47476 members 
Mstep: Class 4 contains 4328 members 
Mstep: Class 5 contains 33404 members 
Mstep: Class 6 contains 32452 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47530 members 
Mstep: Class 9 contains 8211 members 
Mstep: Class 10 contains 21507 members 
Mstep: Class 11 contains 51864 members 
Mstep: Class 12 contains 70196 members 
Mstep: Class 13 contains 52822 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 29488 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46674 members 
Mstep: Class 18 contains 46244 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23305 members 
Mstep: Class 22 contains 31967 members 
Mstep: Class 23 contains 17906 members 
Mstep: Class 24 contains 31508 members 
Mstep: Class 25 contains 3601 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48655 members 
Mstep: Class 28 contains 22271 members 
Mstep: Class 29 contains 26928 members 
Mstep: Class 30 contains 59596 members 
Mstep: Class 31 contains 53703 members 
Mstep: Class 32 contains 66625 members 
Mstep: Class 33 contains 19475 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40211 members 
Mstep: Class 36 contains 45696 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28685 members 
Mstep: Class 40 contains 29857 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22340 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207961136.000000 Penalty: 165768.828125
Iteration 249Q: 49 clusters Score -2.079611e+08 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30395 members 
Mstep: Class 3 contains 47445 members 
Mstep: Class 4 contains 4340 members 
Mstep: Class 5 contains 33370 members 
Mstep: Class 6 contains 32446 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47537 members 
Mstep: Class 9 contains 8210 members 
Mstep: Class 10 contains 21351 members 
Mstep: Class 11 contains 51844 members 
Mstep: Class 12 contains 70200 members 
Mstep: Class 13 contains 52831 members 
Mstep: Class 14 contains 4777 members 
Mstep: Class 15 contains 29495 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46660 members 
Mstep: Class 18 contains 46235 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23322 members 
Mstep: Class 22 contains 32080 members 
Mstep: Class 23 contains 17917 members 
Mstep: Class 24 contains 31485 members 
Mstep: Class 25 contains 3580 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48629 members 
Mstep: Class 28 contains 22276 members 
Mstep: Class 29 contains 26920 members 
Mstep: Class 30 contains 59603 members 
Mstep: Class 31 contains 53726 members 
Mstep: Class 32 contains 66631 members 
Mstep: Class 33 contains 19466 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40198 members 
Mstep: Class 36 contains 45689 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28787 members 
Mstep: Class 40 contains 29861 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22383 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207961936.000000 Penalty: 165768.828125
Iteration 250Q: 49 clusters Score -2.079619e+08 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 30403 members 
Mstep: Class 3 contains 47436 members 
Mstep: Class 4 contains 4345 members 
Mstep: Class 5 contains 33339 members 
Mstep: Class 6 contains 32436 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47501 members 
Mstep: Class 9 contains 8211 members 
Mstep: Class 10 contains 21200 members 
Mstep: Class 11 contains 51842 members 
Mstep: Class 12 contains 70199 members 
Mstep: Class 13 contains 52851 members 
Mstep: Class 14 contains 4774 members 
Mstep: Class 15 contains 29491 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46651 members 
Mstep: Class 18 contains 46251 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23334 members 
Mstep: Class 22 contains 32205 members 
Mstep: Class 23 contains 17936 members 
Mstep: Class 24 contains 31455 members 
Mstep: Class 25 contains 3554 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48595 members 
Mstep: Class 28 contains 22278 members 
Mstep: Class 29 contains 26902 members 
Mstep: Class 30 contains 59600 members 
Mstep: Class 31 contains 53730 members 
Mstep: Class 32 contains 66644 members 
Mstep: Class 33 contains 19452 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40186 members 
Mstep: Class 36 contains 45696 members 
Mstep: Class 37 contains 1676 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28889 members 
Mstep: Class 40 contains 29867 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22436 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962400.000000 Penalty: 165768.828125
Iteration 251Q: 49 clusters Score -2.079624e+08 nChanged 3385
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 30397 members 
Mstep: Class 3 contains 47417 members 
Mstep: Class 4 contains 4352 members 
Mstep: Class 5 contains 33314 members 
Mstep: Class 6 contains 32422 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47494 members 
Mstep: Class 9 contains 8210 members 
Mstep: Class 10 contains 21063 members 
Mstep: Class 11 contains 51829 members 
Mstep: Class 12 contains 70191 members 
Mstep: Class 13 contains 52844 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 29473 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46666 members 
Mstep: Class 18 contains 46277 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23371 members 
Mstep: Class 22 contains 32336 members 
Mstep: Class 23 contains 17945 members 
Mstep: Class 24 contains 31430 members 
Mstep: Class 25 contains 3518 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48547 members 
Mstep: Class 28 contains 22284 members 
Mstep: Class 29 contains 26882 members 
Mstep: Class 30 contains 59617 members 
Mstep: Class 31 contains 53745 members 
Mstep: Class 32 contains 66656 members 
Mstep: Class 33 contains 19438 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40189 members 
Mstep: Class 36 contains 45692 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28990 members 
Mstep: Class 40 contains 29834 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22494 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962272.000000 Penalty: 165768.828125
Iteration 252Q: 49 clusters Score -2.079623e+08 nChanged 3208
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 30405 members 
Mstep: Class 3 contains 47418 members 
Mstep: Class 4 contains 4359 members 
Mstep: Class 5 contains 33288 members 
Mstep: Class 6 contains 32400 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47489 members 
Mstep: Class 9 contains 8209 members 
Mstep: Class 10 contains 20909 members 
Mstep: Class 11 contains 51811 members 
Mstep: Class 12 contains 70174 members 
Mstep: Class 13 contains 52827 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 29497 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46665 members 
Mstep: Class 18 contains 46298 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23431 members 
Mstep: Class 22 contains 32477 members 
Mstep: Class 23 contains 17957 members 
Mstep: Class 24 contains 31415 members 
Mstep: Class 25 contains 3469 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48478 members 
Mstep: Class 28 contains 22280 members 
Mstep: Class 29 contains 26879 members 
Mstep: Class 30 contains 59650 members 
Mstep: Class 31 contains 53753 members 
Mstep: Class 32 contains 66655 members 
Mstep: Class 33 contains 19432 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40191 members 
Mstep: Class 36 contains 45694 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29020 members 
Mstep: Class 40 contains 29845 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22542 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962416.000000 Penalty: 165768.828125
Iteration 253Q: 49 clusters Score -2.079624e+08 nChanged 3228
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 30448 members 
Mstep: Class 3 contains 47427 members 
Mstep: Class 4 contains 4367 members 
Mstep: Class 5 contains 33268 members 
Mstep: Class 6 contains 32325 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47457 members 
Mstep: Class 9 contains 8206 members 
Mstep: Class 10 contains 20739 members 
Mstep: Class 11 contains 51794 members 
Mstep: Class 12 contains 70174 members 
Mstep: Class 13 contains 52824 members 
Mstep: Class 14 contains 4776 members 
Mstep: Class 15 contains 29505 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46678 members 
Mstep: Class 18 contains 46295 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23500 members 
Mstep: Class 22 contains 32628 members 
Mstep: Class 23 contains 17984 members 
Mstep: Class 24 contains 31384 members 
Mstep: Class 25 contains 3437 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48454 members 
Mstep: Class 28 contains 22275 members 
Mstep: Class 29 contains 26867 members 
Mstep: Class 30 contains 59677 members 
Mstep: Class 31 contains 53745 members 
Mstep: Class 32 contains 66654 members 
Mstep: Class 33 contains 19414 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40188 members 
Mstep: Class 36 contains 45705 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29023 members 
Mstep: Class 40 contains 29868 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22606 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962608.000000 Penalty: 165768.828125
Iteration 254Q: 49 clusters Score -2.079626e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 30502 members 
Mstep: Class 3 contains 47439 members 
Mstep: Class 4 contains 4377 members 
Mstep: Class 5 contains 33258 members 
Mstep: Class 6 contains 32221 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47442 members 
Mstep: Class 9 contains 8205 members 
Mstep: Class 10 contains 20570 members 
Mstep: Class 11 contains 51788 members 
Mstep: Class 12 contains 70173 members 
Mstep: Class 13 contains 52827 members 
Mstep: Class 14 contains 4773 members 
Mstep: Class 15 contains 29499 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46701 members 
Mstep: Class 18 contains 46297 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23577 members 
Mstep: Class 22 contains 32767 members 
Mstep: Class 23 contains 18005 members 
Mstep: Class 24 contains 31347 members 
Mstep: Class 25 contains 3400 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48428 members 
Mstep: Class 28 contains 22271 members 
Mstep: Class 29 contains 26847 members 
Mstep: Class 30 contains 59676 members 
Mstep: Class 31 contains 53727 members 
Mstep: Class 32 contains 66670 members 
Mstep: Class 33 contains 19404 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40183 members 
Mstep: Class 36 contains 45709 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29068 members 
Mstep: Class 40 contains 29894 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22646 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962400.000000 Penalty: 165768.828125
Iteration 255Q: 49 clusters Score -2.079624e+08 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 30525 members 
Mstep: Class 3 contains 47451 members 
Mstep: Class 4 contains 4389 members 
Mstep: Class 5 contains 33242 members 
Mstep: Class 6 contains 32147 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47398 members 
Mstep: Class 9 contains 8206 members 
Mstep: Class 10 contains 20406 members 
Mstep: Class 11 contains 51768 members 
Mstep: Class 12 contains 70172 members 
Mstep: Class 13 contains 52842 members 
Mstep: Class 14 contains 4772 members 
Mstep: Class 15 contains 29503 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46772 members 
Mstep: Class 18 contains 46303 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23632 members 
Mstep: Class 22 contains 32919 members 
Mstep: Class 23 contains 18018 members 
Mstep: Class 24 contains 31316 members 
Mstep: Class 25 contains 3372 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48384 members 
Mstep: Class 28 contains 22264 members 
Mstep: Class 29 contains 26817 members 
Mstep: Class 30 contains 59645 members 
Mstep: Class 31 contains 53734 members 
Mstep: Class 32 contains 66675 members 
Mstep: Class 33 contains 19391 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40156 members 
Mstep: Class 36 contains 45708 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29133 members 
Mstep: Class 40 contains 29939 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22692 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962576.000000 Penalty: 165768.828125
Iteration 256Q: 49 clusters Score -2.079626e+08 nChanged 3123
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 30542 members 
Mstep: Class 3 contains 47418 members 
Mstep: Class 4 contains 4399 members 
Mstep: Class 5 contains 33227 members 
Mstep: Class 6 contains 32104 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47358 members 
Mstep: Class 9 contains 8209 members 
Mstep: Class 10 contains 20244 members 
Mstep: Class 11 contains 51757 members 
Mstep: Class 12 contains 70181 members 
Mstep: Class 13 contains 52843 members 
Mstep: Class 14 contains 4771 members 
Mstep: Class 15 contains 29511 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46787 members 
Mstep: Class 18 contains 46299 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23679 members 
Mstep: Class 22 contains 33072 members 
Mstep: Class 23 contains 18027 members 
Mstep: Class 24 contains 31292 members 
Mstep: Class 25 contains 3333 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48375 members 
Mstep: Class 28 contains 22265 members 
Mstep: Class 29 contains 26796 members 
Mstep: Class 30 contains 59634 members 
Mstep: Class 31 contains 53763 members 
Mstep: Class 32 contains 66684 members 
Mstep: Class 33 contains 19381 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40136 members 
Mstep: Class 36 contains 45708 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29178 members 
Mstep: Class 40 contains 30000 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22718 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963104.000000 Penalty: 165768.828125
Iteration 257Q: 49 clusters Score -2.079631e+08 nChanged 3062
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 30525 members 
Mstep: Class 3 contains 47381 members 
Mstep: Class 4 contains 4408 members 
Mstep: Class 5 contains 33230 members 
Mstep: Class 6 contains 32078 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47318 members 
Mstep: Class 9 contains 8209 members 
Mstep: Class 10 contains 20074 members 
Mstep: Class 11 contains 51727 members 
Mstep: Class 12 contains 70187 members 
Mstep: Class 13 contains 52847 members 
Mstep: Class 14 contains 4767 members 
Mstep: Class 15 contains 29540 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46786 members 
Mstep: Class 18 contains 46295 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23737 members 
Mstep: Class 22 contains 33202 members 
Mstep: Class 23 contains 18036 members 
Mstep: Class 24 contains 31282 members 
Mstep: Class 25 contains 3301 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48367 members 
Mstep: Class 28 contains 22259 members 
Mstep: Class 29 contains 26782 members 
Mstep: Class 30 contains 59659 members 
Mstep: Class 31 contains 53785 members 
Mstep: Class 32 contains 66681 members 
Mstep: Class 33 contains 19365 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40100 members 
Mstep: Class 36 contains 45730 members 
Mstep: Class 37 contains 1674 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29225 members 
Mstep: Class 40 contains 30082 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22728 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963008.000000 Penalty: 165768.828125
Iteration 258Q: 49 clusters Score -2.07963e+08 nChanged 3036
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 30535 members 
Mstep: Class 3 contains 47378 members 
Mstep: Class 4 contains 4420 members 
Mstep: Class 5 contains 33206 members 
Mstep: Class 6 contains 32036 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47292 members 
Mstep: Class 9 contains 8212 members 
Mstep: Class 10 contains 19962 members 
Mstep: Class 11 contains 51718 members 
Mstep: Class 12 contains 70202 members 
Mstep: Class 13 contains 52826 members 
Mstep: Class 14 contains 4765 members 
Mstep: Class 15 contains 29550 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46776 members 
Mstep: Class 18 contains 46279 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23796 members 
Mstep: Class 22 contains 33328 members 
Mstep: Class 23 contains 18057 members 
Mstep: Class 24 contains 31268 members 
Mstep: Class 25 contains 3264 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48371 members 
Mstep: Class 28 contains 22256 members 
Mstep: Class 29 contains 26769 members 
Mstep: Class 30 contains 59685 members 
Mstep: Class 31 contains 53762 members 
Mstep: Class 32 contains 66676 members 
Mstep: Class 33 contains 19353 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40070 members 
Mstep: Class 36 contains 45750 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29269 members 
Mstep: Class 40 contains 30118 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22743 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962976.000000 Penalty: 165768.828125
Iteration 259Q: 49 clusters Score -2.07963e+08 nChanged 2973
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7125 members 
Mstep: Class 2 contains 30457 members 
Mstep: Class 3 contains 47360 members 
Mstep: Class 4 contains 4433 members 
Mstep: Class 5 contains 33172 members 
Mstep: Class 6 contains 31980 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47300 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 19864 members 
Mstep: Class 11 contains 51716 members 
Mstep: Class 12 contains 70228 members 
Mstep: Class 13 contains 52842 members 
Mstep: Class 14 contains 4761 members 
Mstep: Class 15 contains 29557 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46765 members 
Mstep: Class 18 contains 46273 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23837 members 
Mstep: Class 22 contains 33495 members 
Mstep: Class 23 contains 18070 members 
Mstep: Class 24 contains 31250 members 
Mstep: Class 25 contains 3224 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48376 members 
Mstep: Class 28 contains 22253 members 
Mstep: Class 29 contains 26750 members 
Mstep: Class 30 contains 59683 members 
Mstep: Class 31 contains 53747 members 
Mstep: Class 32 contains 66666 members 
Mstep: Class 33 contains 19338 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40045 members 
Mstep: Class 36 contains 45759 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29311 members 
Mstep: Class 40 contains 30221 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22745 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963008.000000 Penalty: 165768.828125
Iteration 260F: 49 clusters Score -2.07963e+08 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 30371 members 
Mstep: Class 3 contains 47313 members 
Mstep: Class 4 contains 4450 members 
Mstep: Class 5 contains 33143 members 
Mstep: Class 6 contains 31956 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47286 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 19797 members 
Mstep: Class 11 contains 51702 members 
Mstep: Class 12 contains 70230 members 
Mstep: Class 13 contains 52859 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 29564 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46764 members 
Mstep: Class 18 contains 46302 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23887 members 
Mstep: Class 22 contains 33640 members 
Mstep: Class 23 contains 18069 members 
Mstep: Class 24 contains 31239 members 
Mstep: Class 25 contains 3193 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48409 members 
Mstep: Class 28 contains 22242 members 
Mstep: Class 29 contains 26737 members 
Mstep: Class 30 contains 59676 members 
Mstep: Class 31 contains 53718 members 
Mstep: Class 32 contains 66667 members 
Mstep: Class 33 contains 19316 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40029 members 
Mstep: Class 36 contains 45751 members 
Mstep: Class 37 contains 1675 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29347 members 
Mstep: Class 40 contains 30320 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22742 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962640.000000 Penalty: 165768.828125
Iteration 261Q: 49 clusters Score -2.079626e+08 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 30281 members 
Mstep: Class 3 contains 47244 members 
Mstep: Class 4 contains 4479 members 
Mstep: Class 5 contains 33118 members 
Mstep: Class 6 contains 31912 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47271 members 
Mstep: Class 9 contains 8218 members 
Mstep: Class 10 contains 19733 members 
Mstep: Class 11 contains 51696 members 
Mstep: Class 12 contains 70222 members 
Mstep: Class 13 contains 52871 members 
Mstep: Class 14 contains 4757 members 
Mstep: Class 15 contains 29588 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46761 members 
Mstep: Class 18 contains 46309 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23957 members 
Mstep: Class 22 contains 33820 members 
Mstep: Class 23 contains 18064 members 
Mstep: Class 24 contains 31210 members 
Mstep: Class 25 contains 3171 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48432 members 
Mstep: Class 28 contains 22235 members 
Mstep: Class 29 contains 26729 members 
Mstep: Class 30 contains 59668 members 
Mstep: Class 31 contains 53711 members 
Mstep: Class 32 contains 66674 members 
Mstep: Class 33 contains 19293 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40021 members 
Mstep: Class 36 contains 45742 members 
Mstep: Class 37 contains 1677 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29378 members 
Mstep: Class 40 contains 30380 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22744 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963104.000000 Penalty: 165768.828125
Iteration 262Q: 49 clusters Score -2.079631e+08 nChanged 2896
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 30212 members 
Mstep: Class 3 contains 47201 members 
Mstep: Class 4 contains 4501 members 
Mstep: Class 5 contains 33055 members 
Mstep: Class 6 contains 31877 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47243 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 19686 members 
Mstep: Class 11 contains 51690 members 
Mstep: Class 12 contains 70226 members 
Mstep: Class 13 contains 52879 members 
Mstep: Class 14 contains 4755 members 
Mstep: Class 15 contains 29625 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46740 members 
Mstep: Class 18 contains 46314 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23995 members 
Mstep: Class 22 contains 34020 members 
Mstep: Class 23 contains 18072 members 
Mstep: Class 24 contains 31193 members 
Mstep: Class 25 contains 3149 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48448 members 
Mstep: Class 28 contains 22227 members 
Mstep: Class 29 contains 26720 members 
Mstep: Class 30 contains 59646 members 
Mstep: Class 31 contains 53687 members 
Mstep: Class 32 contains 66675 members 
Mstep: Class 33 contains 19261 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40028 members 
Mstep: Class 36 contains 45740 members 
Mstep: Class 37 contains 1678 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29397 members 
Mstep: Class 40 contains 30461 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22743 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963440.000000 Penalty: 165768.828125
Iteration 263Q: 49 clusters Score -2.079634e+08 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7132 members 
Mstep: Class 2 contains 30141 members 
Mstep: Class 3 contains 47190 members 
Mstep: Class 4 contains 4529 members 
Mstep: Class 5 contains 33004 members 
Mstep: Class 6 contains 31828 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47237 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 19627 members 
Mstep: Class 11 contains 51666 members 
Mstep: Class 12 contains 70244 members 
Mstep: Class 13 contains 52896 members 
Mstep: Class 14 contains 4754 members 
Mstep: Class 15 contains 29651 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46711 members 
Mstep: Class 18 contains 46320 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24049 members 
Mstep: Class 22 contains 34213 members 
Mstep: Class 23 contains 18055 members 
Mstep: Class 24 contains 31175 members 
Mstep: Class 25 contains 3124 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48457 members 
Mstep: Class 28 contains 22221 members 
Mstep: Class 29 contains 26695 members 
Mstep: Class 30 contains 59628 members 
Mstep: Class 31 contains 53675 members 
Mstep: Class 32 contains 66670 members 
Mstep: Class 33 contains 19237 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40039 members 
Mstep: Class 36 contains 45724 members 
Mstep: Class 37 contains 1678 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29408 members 
Mstep: Class 40 contains 30557 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22736 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963584.000000 Penalty: 165768.828125
Iteration 264Q: 49 clusters Score -2.079636e+08 nChanged 3028
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 30065 members 
Mstep: Class 3 contains 47128 members 
Mstep: Class 4 contains 4558 members 
Mstep: Class 5 contains 32944 members 
Mstep: Class 6 contains 31792 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47253 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 19587 members 
Mstep: Class 11 contains 51655 members 
Mstep: Class 12 contains 70246 members 
Mstep: Class 13 contains 52901 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 29667 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46679 members 
Mstep: Class 18 contains 46319 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24074 members 
Mstep: Class 22 contains 34386 members 
Mstep: Class 23 contains 18043 members 
Mstep: Class 24 contains 31163 members 
Mstep: Class 25 contains 3096 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48492 members 
Mstep: Class 28 contains 22204 members 
Mstep: Class 29 contains 26673 members 
Mstep: Class 30 contains 59622 members 
Mstep: Class 31 contains 53683 members 
Mstep: Class 32 contains 66689 members 
Mstep: Class 33 contains 19202 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40031 members 
Mstep: Class 36 contains 45728 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29439 members 
Mstep: Class 40 contains 30643 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22742 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963424.000000 Penalty: 165768.828125
Iteration 265Q: 49 clusters Score -2.079634e+08 nChanged 2989
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 30013 members 
Mstep: Class 3 contains 47052 members 
Mstep: Class 4 contains 4582 members 
Mstep: Class 5 contains 32918 members 
Mstep: Class 6 contains 31723 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47256 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 19543 members 
Mstep: Class 11 contains 51638 members 
Mstep: Class 12 contains 70249 members 
Mstep: Class 13 contains 52913 members 
Mstep: Class 14 contains 4751 members 
Mstep: Class 15 contains 29655 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46657 members 
Mstep: Class 18 contains 46342 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24116 members 
Mstep: Class 22 contains 34569 members 
Mstep: Class 23 contains 18047 members 
Mstep: Class 24 contains 31147 members 
Mstep: Class 25 contains 3073 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48545 members 
Mstep: Class 28 contains 22193 members 
Mstep: Class 29 contains 26655 members 
Mstep: Class 30 contains 59602 members 
Mstep: Class 31 contains 53672 members 
Mstep: Class 32 contains 66694 members 
Mstep: Class 33 contains 19164 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 40009 members 
Mstep: Class 36 contains 45750 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29465 members 
Mstep: Class 40 contains 30725 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22732 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963664.000000 Penalty: 165768.828125
Iteration 266Q: 49 clusters Score -2.079637e+08 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 29985 members 
Mstep: Class 3 contains 47035 members 
Mstep: Class 4 contains 4603 members 
Mstep: Class 5 contains 32881 members 
Mstep: Class 6 contains 31665 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 8234 members 
Mstep: Class 10 contains 19511 members 
Mstep: Class 11 contains 51627 members 
Mstep: Class 12 contains 70266 members 
Mstep: Class 13 contains 52912 members 
Mstep: Class 14 contains 4748 members 
Mstep: Class 15 contains 29659 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46639 members 
Mstep: Class 18 contains 46315 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24155 members 
Mstep: Class 22 contains 34737 members 
Mstep: Class 23 contains 18041 members 
Mstep: Class 24 contains 31137 members 
Mstep: Class 25 contains 3060 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48576 members 
Mstep: Class 28 contains 22184 members 
Mstep: Class 29 contains 26635 members 
Mstep: Class 30 contains 59608 members 
Mstep: Class 31 contains 53662 members 
Mstep: Class 32 contains 66686 members 
Mstep: Class 33 contains 19123 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39978 members 
Mstep: Class 36 contains 45778 members 
Mstep: Class 37 contains 1678 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29488 members 
Mstep: Class 40 contains 30789 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22716 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963888.000000 Penalty: 165768.828125
Iteration 267Q: 49 clusters Score -2.079639e+08 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 29917 members 
Mstep: Class 3 contains 46988 members 
Mstep: Class 4 contains 4632 members 
Mstep: Class 5 contains 32824 members 
Mstep: Class 6 contains 31599 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 8234 members 
Mstep: Class 10 contains 19485 members 
Mstep: Class 11 contains 51632 members 
Mstep: Class 12 contains 70275 members 
Mstep: Class 13 contains 52920 members 
Mstep: Class 14 contains 4743 members 
Mstep: Class 15 contains 29658 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46607 members 
Mstep: Class 18 contains 46280 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24197 members 
Mstep: Class 22 contains 34906 members 
Mstep: Class 23 contains 18060 members 
Mstep: Class 24 contains 31120 members 
Mstep: Class 25 contains 3030 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48617 members 
Mstep: Class 28 contains 22183 members 
Mstep: Class 29 contains 26636 members 
Mstep: Class 30 contains 59622 members 
Mstep: Class 31 contains 53650 members 
Mstep: Class 32 contains 66701 members 
Mstep: Class 33 contains 19094 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39949 members 
Mstep: Class 36 contains 45797 members 
Mstep: Class 37 contains 1678 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29539 members 
Mstep: Class 40 contains 30825 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22713 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963376.000000 Penalty: 165768.828125
Iteration 268Q: 49 clusters Score -2.079634e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 29853 members 
Mstep: Class 3 contains 46969 members 
Mstep: Class 4 contains 4658 members 
Mstep: Class 5 contains 32811 members 
Mstep: Class 6 contains 31493 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47279 members 
Mstep: Class 9 contains 8235 members 
Mstep: Class 10 contains 19472 members 
Mstep: Class 11 contains 51632 members 
Mstep: Class 12 contains 70271 members 
Mstep: Class 13 contains 52920 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 29658 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46589 members 
Mstep: Class 18 contains 46256 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24224 members 
Mstep: Class 22 contains 35074 members 
Mstep: Class 23 contains 18041 members 
Mstep: Class 24 contains 31104 members 
Mstep: Class 25 contains 3006 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48620 members 
Mstep: Class 28 contains 22176 members 
Mstep: Class 29 contains 26629 members 
Mstep: Class 30 contains 59650 members 
Mstep: Class 31 contains 53646 members 
Mstep: Class 32 contains 66676 members 
Mstep: Class 33 contains 19076 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39950 members 
Mstep: Class 36 contains 45834 members 
Mstep: Class 37 contains 1678 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29596 members 
Mstep: Class 40 contains 30837 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22705 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963248.000000 Penalty: 165768.828125
Iteration 269Q: 49 clusters Score -2.079632e+08 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 29793 members 
Mstep: Class 3 contains 47002 members 
Mstep: Class 4 contains 4684 members 
Mstep: Class 5 contains 32792 members 
Mstep: Class 6 contains 31369 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47267 members 
Mstep: Class 9 contains 8237 members 
Mstep: Class 10 contains 19476 members 
Mstep: Class 11 contains 51618 members 
Mstep: Class 12 contains 70289 members 
Mstep: Class 13 contains 52911 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 29643 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46598 members 
Mstep: Class 18 contains 46212 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24248 members 
Mstep: Class 22 contains 35206 members 
Mstep: Class 23 contains 18035 members 
Mstep: Class 24 contains 31090 members 
Mstep: Class 25 contains 2988 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48604 members 
Mstep: Class 28 contains 22174 members 
Mstep: Class 29 contains 26632 members 
Mstep: Class 30 contains 59675 members 
Mstep: Class 31 contains 53656 members 
Mstep: Class 32 contains 66668 members 
Mstep: Class 33 contains 19061 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39941 members 
Mstep: Class 36 contains 45884 members 
Mstep: Class 37 contains 1678 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29653 members 
Mstep: Class 40 contains 30828 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22708 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963520.000000 Penalty: 165768.828125
Iteration 270Q: 49 clusters Score -2.079635e+08 nChanged 2875
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 29749 members 
Mstep: Class 3 contains 47000 members 
Mstep: Class 4 contains 4708 members 
Mstep: Class 5 contains 32764 members 
Mstep: Class 6 contains 31301 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47215 members 
Mstep: Class 9 contains 8236 members 
Mstep: Class 10 contains 19473 members 
Mstep: Class 11 contains 51630 members 
Mstep: Class 12 contains 70297 members 
Mstep: Class 13 contains 52927 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 29623 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46618 members 
Mstep: Class 18 contains 46172 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24280 members 
Mstep: Class 22 contains 35306 members 
Mstep: Class 23 contains 18052 members 
Mstep: Class 24 contains 31065 members 
Mstep: Class 25 contains 2971 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48635 members 
Mstep: Class 28 contains 22163 members 
Mstep: Class 29 contains 26611 members 
Mstep: Class 30 contains 59671 members 
Mstep: Class 31 contains 53640 members 
Mstep: Class 32 contains 66686 members 
Mstep: Class 33 contains 19045 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39923 members 
Mstep: Class 36 contains 45930 members 
Mstep: Class 37 contains 1678 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29716 members 
Mstep: Class 40 contains 30856 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22681 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963584.000000 Penalty: 165768.828125
Iteration 271Q: 49 clusters Score -2.079636e+08 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 29735 members 
Mstep: Class 3 contains 47021 members 
Mstep: Class 4 contains 4725 members 
Mstep: Class 5 contains 32725 members 
Mstep: Class 6 contains 31195 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47224 members 
Mstep: Class 9 contains 8237 members 
Mstep: Class 10 contains 19477 members 
Mstep: Class 11 contains 51625 members 
Mstep: Class 12 contains 70309 members 
Mstep: Class 13 contains 52934 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 29592 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46674 members 
Mstep: Class 18 contains 46144 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24287 members 
Mstep: Class 22 contains 35415 members 
Mstep: Class 23 contains 18058 members 
Mstep: Class 24 contains 31041 members 
Mstep: Class 25 contains 2951 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48636 members 
Mstep: Class 28 contains 22158 members 
Mstep: Class 29 contains 26591 members 
Mstep: Class 30 contains 59676 members 
Mstep: Class 31 contains 53630 members 
Mstep: Class 32 contains 66705 members 
Mstep: Class 33 contains 19029 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39885 members 
Mstep: Class 36 contains 45952 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29785 members 
Mstep: Class 40 contains 30870 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1119 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22660 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963168.000000 Penalty: 165768.828125
Iteration 272Q: 49 clusters Score -2.079632e+08 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7135 members 
Mstep: Class 2 contains 29732 members 
Mstep: Class 3 contains 47031 members 
Mstep: Class 4 contains 4745 members 
Mstep: Class 5 contains 32693 members 
Mstep: Class 6 contains 31110 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47260 members 
Mstep: Class 9 contains 8235 members 
Mstep: Class 10 contains 19492 members 
Mstep: Class 11 contains 51628 members 
Mstep: Class 12 contains 70315 members 
Mstep: Class 13 contains 52934 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 29560 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46666 members 
Mstep: Class 18 contains 46136 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24312 members 
Mstep: Class 22 contains 35525 members 
Mstep: Class 23 contains 18065 members 
Mstep: Class 24 contains 31022 members 
Mstep: Class 25 contains 2932 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48612 members 
Mstep: Class 28 contains 22147 members 
Mstep: Class 29 contains 26582 members 
Mstep: Class 30 contains 59705 members 
Mstep: Class 31 contains 53649 members 
Mstep: Class 32 contains 66700 members 
Mstep: Class 33 contains 19014 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39875 members 
Mstep: Class 36 contains 45964 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29835 members 
Mstep: Class 40 contains 30839 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1118 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22631 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963072.000000 Penalty: 165768.828125
Iteration 273Q: 49 clusters Score -2.079631e+08 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 29703 members 
Mstep: Class 3 contains 47014 members 
Mstep: Class 4 contains 4773 members 
Mstep: Class 5 contains 32670 members 
Mstep: Class 6 contains 31047 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47258 members 
Mstep: Class 9 contains 8236 members 
Mstep: Class 10 contains 19499 members 
Mstep: Class 11 contains 51621 members 
Mstep: Class 12 contains 70316 members 
Mstep: Class 13 contains 52939 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 29523 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46685 members 
Mstep: Class 18 contains 46145 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24348 members 
Mstep: Class 22 contains 35644 members 
Mstep: Class 23 contains 18059 members 
Mstep: Class 24 contains 31000 members 
Mstep: Class 25 contains 2913 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48630 members 
Mstep: Class 28 contains 22137 members 
Mstep: Class 29 contains 26545 members 
Mstep: Class 30 contains 59712 members 
Mstep: Class 31 contains 53679 members 
Mstep: Class 32 contains 66688 members 
Mstep: Class 33 contains 18993 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39867 members 
Mstep: Class 36 contains 45955 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29902 members 
Mstep: Class 40 contains 30828 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22620 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962832.000000 Penalty: 165768.828125
Iteration 274Q: 49 clusters Score -2.079628e+08 nChanged 2634
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 29656 members 
Mstep: Class 3 contains 47027 members 
Mstep: Class 4 contains 4795 members 
Mstep: Class 5 contains 32651 members 
Mstep: Class 6 contains 30960 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47286 members 
Mstep: Class 9 contains 8236 members 
Mstep: Class 10 contains 19512 members 
Mstep: Class 11 contains 51610 members 
Mstep: Class 12 contains 70324 members 
Mstep: Class 13 contains 52953 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 15 contains 29528 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46671 members 
Mstep: Class 18 contains 46145 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24362 members 
Mstep: Class 22 contains 35758 members 
Mstep: Class 23 contains 18057 members 
Mstep: Class 24 contains 30986 members 
Mstep: Class 25 contains 2889 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48636 members 
Mstep: Class 28 contains 22131 members 
Mstep: Class 29 contains 26522 members 
Mstep: Class 30 contains 59706 members 
Mstep: Class 31 contains 53701 members 
Mstep: Class 32 contains 66664 members 
Mstep: Class 33 contains 18977 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39876 members 
Mstep: Class 36 contains 45975 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29948 members 
Mstep: Class 40 contains 30802 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22606 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962928.000000 Penalty: 165768.828125
Iteration 275Q: 49 clusters Score -2.079629e+08 nChanged 2637
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7137 members 
Mstep: Class 2 contains 29604 members 
Mstep: Class 3 contains 47064 members 
Mstep: Class 4 contains 4814 members 
Mstep: Class 5 contains 32632 members 
Mstep: Class 6 contains 30875 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47291 members 
Mstep: Class 9 contains 8238 members 
Mstep: Class 10 contains 19534 members 
Mstep: Class 11 contains 51598 members 
Mstep: Class 12 contains 70321 members 
Mstep: Class 13 contains 52955 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 29517 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46661 members 
Mstep: Class 18 contains 46129 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24383 members 
Mstep: Class 22 contains 35850 members 
Mstep: Class 23 contains 18048 members 
Mstep: Class 24 contains 30969 members 
Mstep: Class 25 contains 2863 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48637 members 
Mstep: Class 28 contains 22120 members 
Mstep: Class 29 contains 26514 members 
Mstep: Class 30 contains 59725 members 
Mstep: Class 31 contains 53716 members 
Mstep: Class 32 contains 66661 members 
Mstep: Class 33 contains 18967 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39883 members 
Mstep: Class 36 contains 45999 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29968 members 
Mstep: Class 40 contains 30830 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22584 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963184.000000 Penalty: 165768.828125
Iteration 276Q: 49 clusters Score -2.079632e+08 nChanged 2570
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 29566 members 
Mstep: Class 3 contains 47104 members 
Mstep: Class 4 contains 4830 members 
Mstep: Class 5 contains 32615 members 
Mstep: Class 6 contains 30774 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47302 members 
Mstep: Class 9 contains 8241 members 
Mstep: Class 10 contains 19544 members 
Mstep: Class 11 contains 51593 members 
Mstep: Class 12 contains 70305 members 
Mstep: Class 13 contains 52961 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 29527 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46701 members 
Mstep: Class 18 contains 46109 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24422 members 
Mstep: Class 22 contains 35959 members 
Mstep: Class 23 contains 18038 members 
Mstep: Class 24 contains 30947 members 
Mstep: Class 25 contains 2841 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48628 members 
Mstep: Class 28 contains 22114 members 
Mstep: Class 29 contains 26514 members 
Mstep: Class 30 contains 59732 members 
Mstep: Class 31 contains 53732 members 
Mstep: Class 32 contains 66647 members 
Mstep: Class 33 contains 18946 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39868 members 
Mstep: Class 36 contains 46026 members 
Mstep: Class 37 contains 1679 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29990 members 
Mstep: Class 40 contains 30819 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22556 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963072.000000 Penalty: 165768.828125
Iteration 277Q: 49 clusters Score -2.079631e+08 nChanged 2785
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29521 members 
Mstep: Class 3 contains 47120 members 
Mstep: Class 4 contains 4845 members 
Mstep: Class 5 contains 32582 members 
Mstep: Class 6 contains 30692 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47273 members 
Mstep: Class 9 contains 8242 members 
Mstep: Class 10 contains 19551 members 
Mstep: Class 11 contains 51570 members 
Mstep: Class 12 contains 70301 members 
Mstep: Class 13 contains 52966 members 
Mstep: Class 14 contains 4725 members 
Mstep: Class 15 contains 29516 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46724 members 
Mstep: Class 18 contains 46103 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24482 members 
Mstep: Class 22 contains 36064 members 
Mstep: Class 23 contains 18035 members 
Mstep: Class 24 contains 30950 members 
Mstep: Class 25 contains 2828 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48649 members 
Mstep: Class 28 contains 22113 members 
Mstep: Class 29 contains 26506 members 
Mstep: Class 30 contains 59736 members 
Mstep: Class 31 contains 53753 members 
Mstep: Class 32 contains 66634 members 
Mstep: Class 33 contains 18932 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39871 members 
Mstep: Class 36 contains 46043 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30017 members 
Mstep: Class 40 contains 30807 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22523 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963280.000000 Penalty: 165768.828125
Iteration 278Q: 49 clusters Score -2.079633e+08 nChanged 2882
Entering ConstructFrom: 
Score: -207963280.000000 Penalty: 165768.828125
Entering ConstructFrom: 
Trying to split cluster 1 (7141 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Entering Unmasked Estep 
Score: -1301959.250000 Penalty: 2200.654785
	Iteration 0F: 2 clusters Score -1301959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1296158.000000 Penalty: 4401.309570
	Iteration 0F: 3 clusters Score -1296158 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -1297763.625000 Penalty: 4401.309570
	Iteration 1F: 3 clusters Score -1297764 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1298200.375000 Penalty: 4401.309570
	Iteration 2F: 3 clusters Score -1298200 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 3438 members 
Entering Unmasked Estep 
Score: -1298790.000000 Penalty: 4401.309570
	Iteration 3F: 3 clusters Score -1298790 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3900 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1299358.500000 Penalty: 4401.309570
	Iteration 4F: 3 clusters Score -1299358 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4165 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1299853.250000 Penalty: 4401.309570
	Iteration 5F: 3 clusters Score -1299853 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -1300278.125000 Penalty: 4401.309570
	Iteration 6F: 3 clusters Score -1300278 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -1300615.125000 Penalty: 4401.309570
	Iteration 7F: 3 clusters Score -1300615 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5003 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1300861.500000 Penalty: 4401.309570
	Iteration 8Q: 3 clusters Score -1300862 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -1300984.500000 Penalty: 4401.309570
	Iteration 9Q: 3 clusters Score -1300984 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1301073.750000 Penalty: 4401.309570
	Iteration 10Q: 3 clusters Score -1301074 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -1301129.500000 Penalty: 4401.309570
	Iteration 11Q: 3 clusters Score -1301130 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -1301170.875000 Penalty: 4401.309570
	Iteration 12Q: 3 clusters Score -1301171 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5475 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -1301218.375000 Penalty: 4401.309570
	Iteration 13Q: 3 clusters Score -1301218 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -1301265.500000 Penalty: 4401.309570
	Iteration 14Q: 3 clusters Score -1301266 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -1301293.750000 Penalty: 4401.309570
	Iteration 15Q: 3 clusters Score -1301294 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -1301317.875000 Penalty: 4401.309570
	Iteration 16Q: 3 clusters Score -1301318 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -1301333.750000 Penalty: 4401.309570
	Iteration 17Q: 3 clusters Score -1301334 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5617 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -1301343.250000 Penalty: 4401.309570
	Iteration 18Q: 3 clusters Score -1301343 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -1301352.625000 Penalty: 4401.309570
	Iteration 19Q: 3 clusters Score -1301353 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -1301354.000000 Penalty: 4401.309570
	Iteration 20F: 3 clusters Score -1301354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5643 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -1301355.250000 Penalty: 4401.309570
	Iteration 21Q: 3 clusters Score -1301355 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5647 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1301356.000000 Penalty: 4401.309570
	Iteration 22Q: 3 clusters Score -1301356 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1301359.375000 Penalty: 4401.309570
	Iteration 23Q: 3 clusters Score -1301359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5646 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1301359.375000 Penalty: 4401.309570
	Iteration 24F: 3 clusters Score -1301359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29509 members 
Entering Unmasked Estep 
Score: -5858228.500000 Penalty: 2552.527832
	Iteration 0F: 2 clusters Score -5858228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14684 members 
Mstep: Class 2 contains 14825 members 
Entering Unmasked Estep 
Score: -5839168.000000 Penalty: 5105.055664
	Iteration 0F: 3 clusters Score -5839168 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14038 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -5846205.000000 Penalty: 5105.055664
	Iteration 1F: 3 clusters Score -5846205 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13501 members 
Mstep: Class 2 contains 16008 members 
Entering Unmasked Estep 
Score: -5846797.500000 Penalty: 5105.055664
	Iteration 2F: 3 clusters Score -5846798 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 16723 members 
Entering Unmasked Estep 
Score: -5847297.500000 Penalty: 5105.055664
	Iteration 3Q: 3 clusters Score -5847298 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11751 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -5847959.000000 Penalty: 5105.055664
	Iteration 4F: 3 clusters Score -5847959 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10517 members 
Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -5848778.000000 Penalty: 5105.055664
	Iteration 5F: 3 clusters Score -5848778 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 20447 members 
Entering Unmasked Estep 
Score: -5849625.500000 Penalty: 5105.055664
	Iteration 6F: 3 clusters Score -5849626 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7414 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -5850629.000000 Penalty: 5105.055664
	Iteration 7F: 3 clusters Score -5850629 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5716 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -5851727.500000 Penalty: 5105.055664
	Iteration 8F: 3 clusters Score -5851728 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -5852878.000000 Penalty: 5105.055664
	Iteration 9F: 3 clusters Score -5852878 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2735 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -5854146.500000 Penalty: 5105.055664
	Iteration 10Q: 3 clusters Score -5854146 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -5855082.000000 Penalty: 5105.055664
	Iteration 11Q: 3 clusters Score -5855082 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5855552.500000 Penalty: 5105.055664
	Iteration 12Q: 3 clusters Score -5855552 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 28928 members 
Entering Unmasked Estep 
Score: -5855773.000000 Penalty: 5105.055664
	Iteration 13Q: 3 clusters Score -5855773 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -5855905.500000 Penalty: 5105.055664
	Iteration 14Q: 3 clusters Score -5855906 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -5855966.500000 Penalty: 5105.055664
	Iteration 15Q: 3 clusters Score -5855966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 29212 members 
Entering Unmasked Estep 
Score: -5856006.500000 Penalty: 5105.055664
	Iteration 16Q: 3 clusters Score -5856006 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 29223 members 
Entering Unmasked Estep 
Score: -5856028.000000 Penalty: 5105.055664
	Iteration 17Q: 3 clusters Score -5856028 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 29238 members 
Entering Unmasked Estep 
Score: -5856042.500000 Penalty: 5105.055664
	Iteration 18Q: 3 clusters Score -5856042 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -5856058.000000 Penalty: 5105.055664
	Iteration 19Q: 3 clusters Score -5856058 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 29245 members 
Entering Unmasked Estep 
Score: -5856069.500000 Penalty: 5105.055664
	Iteration 20F: 3 clusters Score -5856070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -5856084.500000 Penalty: 5105.055664
	Iteration 21Q: 3 clusters Score -5856084 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 29253 members 
Entering Unmasked Estep 
Score: -5856088.500000 Penalty: 5105.055664
	Iteration 22Q: 3 clusters Score -5856088 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -5856096.000000 Penalty: 5105.055664
	Iteration 23Q: 3 clusters Score -5856096 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -5856111.000000 Penalty: 5105.055664
	Iteration 24Q: 3 clusters Score -5856111 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -5856110.000000 Penalty: 5105.055664
	Iteration 25Q: 3 clusters Score -5856110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 29259 members 
Entering Unmasked Estep 
Score: -5856110.000000 Penalty: 5105.055664
	Iteration 26Q: 3 clusters Score -5856110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -5856105.500000 Penalty: 5105.055664
	Iteration 27Q: 3 clusters Score -5856106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -5856111.500000 Penalty: 5105.055664
	Iteration 28Q: 3 clusters Score -5856112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -5856113.000000 Penalty: 5105.055664
	Iteration 29Q: 3 clusters Score -5856113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 29261 members 
Entering Unmasked Estep 
Score: -5856112.000000 Penalty: 5105.055664
	Iteration 30Q: 3 clusters Score -5856112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -5856118.000000 Penalty: 5105.055664
	Iteration 31Q: 3 clusters Score -5856118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 29262 members 
Entering Unmasked Estep 
Score: -5856118.000000 Penalty: 5105.055664
	Iteration 32F: 3 clusters Score -5856118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47150 members 
Entering Unmasked Estep 
Score: -9052761.000000 Penalty: 2668.750244
	Iteration 0F: 2 clusters Score -9052761 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23427 members 
Mstep: Class 2 contains 23723 members 
Entering Unmasked Estep 
Score: -9025875.000000 Penalty: 5337.500488
	Iteration 0F: 3 clusters Score -9025875 nChanged 21603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 24842 members 
Entering Unmasked Estep 
Score: -9037892.000000 Penalty: 5337.500488
	Iteration 1F: 3 clusters Score -9037892 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 25676 members 
Entering Unmasked Estep 
Score: -9038438.000000 Penalty: 5337.500488
	Iteration 2Q: 3 clusters Score -9038438 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -9039147.000000 Penalty: 5337.500488
	Iteration 3Q: 3 clusters Score -9039147 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18742 members 
Mstep: Class 2 contains 28408 members 
Entering Unmasked Estep 
Score: -9039887.000000 Penalty: 5337.500488
	Iteration 4Q: 3 clusters Score -9039887 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 30471 members 
Entering Unmasked Estep 
Score: -9040876.000000 Penalty: 5337.500488
	Iteration 5F: 3 clusters Score -9040876 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 33085 members 
Entering Unmasked Estep 
Score: -9042400.000000 Penalty: 5337.500488
	Iteration 6F: 3 clusters Score -9042400 nChanged 3054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 36031 members 
Entering Unmasked Estep 
Score: -9044231.000000 Penalty: 5337.500488
	Iteration 7F: 3 clusters Score -9044231 nChanged 3009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8168 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -9046273.000000 Penalty: 5337.500488
	Iteration 8F: 3 clusters Score -9046273 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 41474 members 
Entering Unmasked Estep 
Score: -9047790.000000 Penalty: 5337.500488
	Iteration 9F: 3 clusters Score -9047790 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -9048775.000000 Penalty: 5337.500488
	Iteration 10Q: 3 clusters Score -9048775 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 44411 members 
Entering Unmasked Estep 
Score: -9049563.000000 Penalty: 5337.500488
	Iteration 11Q: 3 clusters Score -9049563 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -9049976.000000 Penalty: 5337.500488
	Iteration 12Q: 3 clusters Score -9049976 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -9050245.000000 Penalty: 5337.500488
	Iteration 13Q: 3 clusters Score -9050245 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45910 members 
Entering Unmasked Estep 
Score: -9050406.000000 Penalty: 5337.500488
	Iteration 14Q: 3 clusters Score -9050406 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 46070 members 
Entering Unmasked Estep 
Score: -9050480.000000 Penalty: 5337.500488
	Iteration 15Q: 3 clusters Score -9050480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 46168 members 
Entering Unmasked Estep 
Score: -9050535.000000 Penalty: 5337.500488
	Iteration 16Q: 3 clusters Score -9050535 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 46242 members 
Entering Unmasked Estep 
Score: -9050571.000000 Penalty: 5337.500488
	Iteration 17Q: 3 clusters Score -9050571 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 46300 members 
Entering Unmasked Estep 
Score: -9050590.000000 Penalty: 5337.500488
	Iteration 18Q: 3 clusters Score -9050590 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 46341 members 
Entering Unmasked Estep 
Score: -9050614.000000 Penalty: 5337.500488
	Iteration 19Q: 3 clusters Score -9050614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 46371 members 
Entering Unmasked Estep 
Score: -9050643.000000 Penalty: 5337.500488
	Iteration 20F: 3 clusters Score -9050643 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 46407 members 
Entering Unmasked Estep 
Score: -9050656.000000 Penalty: 5337.500488
	Iteration 21Q: 3 clusters Score -9050656 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 46435 members 
Entering Unmasked Estep 
Score: -9050686.000000 Penalty: 5337.500488
	Iteration 22Q: 3 clusters Score -9050686 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 46448 members 
Entering Unmasked Estep 
Score: -9050694.000000 Penalty: 5337.500488
	Iteration 23Q: 3 clusters Score -9050694 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 46463 members 
Entering Unmasked Estep 
Score: -9050720.000000 Penalty: 5337.500488
	Iteration 24Q: 3 clusters Score -9050720 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -9050711.000000 Penalty: 5337.500488
	Iteration 25Q: 3 clusters Score -9050711 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 46479 members 
Entering Unmasked Estep 
Score: -9050713.000000 Penalty: 5337.500488
	Iteration 26Q: 3 clusters Score -9050713 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 46483 members 
Entering Unmasked Estep 
Score: -9050707.000000 Penalty: 5337.500488
	Iteration 27Q: 3 clusters Score -9050707 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 46485 members 
Entering Unmasked Estep 
Score: -9050720.000000 Penalty: 5337.500488
	Iteration 28Q: 3 clusters Score -9050720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -9050721.000000 Penalty: 5337.500488
	Iteration 29Q: 3 clusters Score -9050721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 46494 members 
Entering Unmasked Estep 
Score: -9050727.000000 Penalty: 5337.500488
	Iteration 30Q: 3 clusters Score -9050727 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -9050716.000000 Penalty: 5337.500488
	Iteration 31Q: 3 clusters Score -9050716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 46502 members 
Entering Unmasked Estep 
Score: -9050722.000000 Penalty: 5337.500488
	Iteration 32Q: 3 clusters Score -9050722 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 46506 members 
Entering Unmasked Estep 
Score: -9050736.000000 Penalty: 5337.500488
	Iteration 33Q: 3 clusters Score -9050736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 46515 members 
Entering Unmasked Estep 
Score: -9050737.000000 Penalty: 5337.500488
	Iteration 34Q: 3 clusters Score -9050737 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -9050743.000000 Penalty: 5337.500488
	Iteration 35Q: 3 clusters Score -9050743 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 46519 members 
Entering Unmasked Estep 
Score: -9050741.000000 Penalty: 5337.500488
	Iteration 36Q: 3 clusters Score -9050741 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 46520 members 
Entering Unmasked Estep 
Score: -9050742.000000 Penalty: 5337.500488
	Iteration 37Q: 3 clusters Score -9050742 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 46524 members 
Entering Unmasked Estep 
Score: -9050753.000000 Penalty: 5337.500488
	Iteration 38Q: 3 clusters Score -9050753 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -9050756.000000 Penalty: 5337.500488
	Iteration 39Q: 3 clusters Score -9050756 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 46526 members 
Entering Unmasked Estep 
Score: -9050753.000000 Penalty: 5337.500488
	Iteration 40F: 3 clusters Score -9050753 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4854 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4854 members 
Entering Unmasked Estep 
Score: -905599.687500 Penalty: 2104.914551
	Iteration 0F: 2 clusters Score -905599.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -901250.375000 Penalty: 4209.829102
	Iteration 0F: 3 clusters Score -901250.4 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -902310.062500 Penalty: 4209.829102
	Iteration 1F: 3 clusters Score -902310.1 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -902527.375000 Penalty: 4209.829102
	Iteration 2F: 3 clusters Score -902527.4 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -902701.875000 Penalty: 4209.829102
	Iteration 3F: 3 clusters Score -902701.9 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -902891.562500 Penalty: 4209.829102
	Iteration 4Q: 3 clusters Score -902891.6 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 2019 members 
Entering Unmasked Estep 
Score: -903095.687500 Penalty: 4209.829102
	Iteration 5Q: 3 clusters Score -903095.7 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -903343.437500 Penalty: 4209.829102
	Iteration 6F: 3 clusters Score -903343.4 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3155 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -903601.062500 Penalty: 4209.829102
	Iteration 7F: 3 clusters Score -903601.1 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -903848.375000 Penalty: 4209.829102
	Iteration 8F: 3 clusters Score -903848.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -904044.562500 Penalty: 4209.829102
	Iteration 9Q: 3 clusters Score -904044.6 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3588 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -904181.062500 Penalty: 4209.829102
	Iteration 10Q: 3 clusters Score -904181.1 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -904264.937500 Penalty: 4209.829102
	Iteration 11Q: 3 clusters Score -904264.9 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3751 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -904312.750000 Penalty: 4209.829102
	Iteration 12Q: 3 clusters Score -904312.8 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3793 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -904339.937500 Penalty: 4209.829102
	Iteration 13Q: 3 clusters Score -904339.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -904358.687500 Penalty: 4209.829102
	Iteration 14Q: 3 clusters Score -904358.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -904377.062500 Penalty: 4209.829102
	Iteration 15Q: 3 clusters Score -904377.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -904389.937500 Penalty: 4209.829102
	Iteration 16Q: 3 clusters Score -904389.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -904397.187500 Penalty: 4209.829102
	Iteration 17Q: 3 clusters Score -904397.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -904405.000000 Penalty: 4209.829102
	Iteration 18Q: 3 clusters Score -904405 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3918 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -904405.500000 Penalty: 4209.829102
	Iteration 19Q: 3 clusters Score -904405.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3928 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -904409.812500 Penalty: 4209.829102
	Iteration 20F: 3 clusters Score -904409.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -904412.687500 Penalty: 4209.829102
	Iteration 21Q: 3 clusters Score -904412.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -904417.250000 Penalty: 4209.829102
	Iteration 22Q: 3 clusters Score -904417.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -904420.250000 Penalty: 4209.829102
	Iteration 23Q: 3 clusters Score -904420.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -904421.562500 Penalty: 4209.829102
	Iteration 24Q: 3 clusters Score -904421.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -904422.500000 Penalty: 4209.829102
	Iteration 25Q: 3 clusters Score -904422.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -904424.625000 Penalty: 4209.829102
	Iteration 26Q: 3 clusters Score -904424.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -904425.687500 Penalty: 4209.829102
	Iteration 27Q: 3 clusters Score -904425.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -904428.000000 Penalty: 4209.829102
	Iteration 28Q: 3 clusters Score -904428 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3967 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -904428.187500 Penalty: 4209.829102
	Iteration 29Q: 3 clusters Score -904428.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -904428.250000 Penalty: 4209.829102
	Iteration 30Q: 3 clusters Score -904428.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -904431.250000 Penalty: 4209.829102
	Iteration 31Q: 3 clusters Score -904431.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -904431.937500 Penalty: 4209.829102
	Iteration 32Q: 3 clusters Score -904431.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -904435.187500 Penalty: 4209.829102
	Iteration 33Q: 3 clusters Score -904435.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -904436.812500 Penalty: 4209.829102
	Iteration 34Q: 3 clusters Score -904436.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -904438.812500 Penalty: 4209.829102
	Iteration 35Q: 3 clusters Score -904438.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3990 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -904439.812500 Penalty: 4209.829102
	Iteration 36Q: 3 clusters Score -904439.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -904440.562500 Penalty: 4209.829102
	Iteration 37Q: 3 clusters Score -904440.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3991 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -904440.562500 Penalty: 4209.829102
	Iteration 38F: 3 clusters Score -904440.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (32553 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Entering Unmasked Estep 
Score: -6254681.000000 Penalty: 2576.875000
	Iteration 0F: 2 clusters Score -6254681 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16390 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -6233062.500000 Penalty: 5153.750000
	Iteration 0F: 3 clusters Score -6233062 nChanged 14814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16972 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -6241121.500000 Penalty: 5153.750000
	Iteration 1F: 3 clusters Score -6241122 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -6241616.000000 Penalty: 5153.750000
	Iteration 2Q: 3 clusters Score -6241616 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17780 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -6242039.500000 Penalty: 5153.750000
	Iteration 3Q: 3 clusters Score -6242040 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -6242409.500000 Penalty: 5153.750000
	Iteration 4Q: 3 clusters Score -6242410 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 13560 members 
Entering Unmasked Estep 
Score: -6242946.500000 Penalty: 5153.750000
	Iteration 5Q: 3 clusters Score -6242946 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19875 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -6243621.500000 Penalty: 5153.750000
	Iteration 6Q: 3 clusters Score -6243622 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -6244436.500000 Penalty: 5153.750000
	Iteration 7Q: 3 clusters Score -6244436 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22385 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -6245549.000000 Penalty: 5153.750000
	Iteration 8Q: 3 clusters Score -6245549 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23809 members 
Mstep: Class 2 contains 8744 members 
Entering Unmasked Estep 
Score: -6246683.000000 Penalty: 5153.750000
	Iteration 9F: 3 clusters Score -6246683 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25273 members 
Mstep: Class 2 contains 7280 members 
Entering Unmasked Estep 
Score: -6247894.500000 Penalty: 5153.750000
	Iteration 10F: 3 clusters Score -6247894 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 5968 members 
Entering Unmasked Estep 
Score: -6248953.000000 Penalty: 5153.750000
	Iteration 11Q: 3 clusters Score -6248953 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27691 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -6249847.000000 Penalty: 5153.750000
	Iteration 12Q: 3 clusters Score -6249847 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -6250499.500000 Penalty: 5153.750000
	Iteration 13Q: 3 clusters Score -6250500 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -6250978.000000 Penalty: 5153.750000
	Iteration 14Q: 3 clusters Score -6250978 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29827 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -6251304.500000 Penalty: 5153.750000
	Iteration 15Q: 3 clusters Score -6251304 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30250 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -6251560.500000 Penalty: 5153.750000
	Iteration 16Q: 3 clusters Score -6251560 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 1962 members 
Entering Unmasked Estep 
Score: -6251777.000000 Penalty: 5153.750000
	Iteration 17Q: 3 clusters Score -6251777 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30850 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -6251918.500000 Penalty: 5153.750000
	Iteration 18Q: 3 clusters Score -6251918 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -6252015.000000 Penalty: 5153.750000
	Iteration 19Q: 3 clusters Score -6252015 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31199 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -6252112.500000 Penalty: 5153.750000
	Iteration 20F: 3 clusters Score -6252112 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31304 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -6252174.000000 Penalty: 5153.750000
	Iteration 21Q: 3 clusters Score -6252174 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31381 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -6252234.500000 Penalty: 5153.750000
	Iteration 22Q: 3 clusters Score -6252234 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -6252272.500000 Penalty: 5153.750000
	Iteration 23Q: 3 clusters Score -6252272 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -6252318.500000 Penalty: 5153.750000
	Iteration 24Q: 3 clusters Score -6252318 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31555 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -6252360.000000 Penalty: 5153.750000
	Iteration 25Q: 3 clusters Score -6252360 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -6252385.500000 Penalty: 5153.750000
	Iteration 26Q: 3 clusters Score -6252386 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6252399.000000 Penalty: 5153.750000
	Iteration 27Q: 3 clusters Score -6252399 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -6252409.500000 Penalty: 5153.750000
	Iteration 28Q: 3 clusters Score -6252410 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -6252411.500000 Penalty: 5153.750000
	Iteration 29Q: 3 clusters Score -6252412 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31667 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -6252425.000000 Penalty: 5153.750000
	Iteration 30Q: 3 clusters Score -6252425 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6252430.000000 Penalty: 5153.750000
	Iteration 31Q: 3 clusters Score -6252430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31688 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6252441.500000 Penalty: 5153.750000
	Iteration 32Q: 3 clusters Score -6252442 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6252446.500000 Penalty: 5153.750000
	Iteration 33Q: 3 clusters Score -6252446 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31702 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6252446.500000 Penalty: 5153.750000
	Iteration 34Q: 3 clusters Score -6252446 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -6252445.000000 Penalty: 5153.750000
	Iteration 35Q: 3 clusters Score -6252445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31717 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6252461.000000 Penalty: 5153.750000
	Iteration 36Q: 3 clusters Score -6252461 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31725 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -6252466.000000 Penalty: 5153.750000
	Iteration 37Q: 3 clusters Score -6252466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31729 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -6252475.500000 Penalty: 5153.750000
	Iteration 38Q: 3 clusters Score -6252476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31733 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -6252475.500000 Penalty: 5153.750000
	Iteration 39Q: 3 clusters Score -6252476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31738 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -6252484.500000 Penalty: 5153.750000
	Iteration 40F: 3 clusters Score -6252484 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -6252486.000000 Penalty: 5153.750000
	Iteration 41Q: 3 clusters Score -6252486 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -6252483.500000 Penalty: 5153.750000
	Iteration 42Q: 3 clusters Score -6252484 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6252481.500000 Penalty: 5153.750000
	Iteration 43Q: 3 clusters Score -6252482 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31742 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -6252481.500000 Penalty: 5153.750000
	Iteration 44F: 3 clusters Score -6252482 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (30610 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Entering Unmasked Estep 
Score: -5903772.500000 Penalty: 2561.612549
	Iteration 0F: 2 clusters Score -5903772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 15234 members 
Entering Unmasked Estep 
Score: -5883544.000000 Penalty: 5123.225098
	Iteration 0F: 3 clusters Score -5883544 nChanged 13818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15564 members 
Mstep: Class 2 contains 15046 members 
Entering Unmasked Estep 
Score: -5891061.000000 Penalty: 5123.225098
	Iteration 1F: 3 clusters Score -5891061 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -5891472.000000 Penalty: 5123.225098
	Iteration 2Q: 3 clusters Score -5891472 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15871 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -5891855.000000 Penalty: 5123.225098
	Iteration 3Q: 3 clusters Score -5891855 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 14501 members 
Entering Unmasked Estep 
Score: -5892112.000000 Penalty: 5123.225098
	Iteration 4Q: 3 clusters Score -5892112 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -5892308.000000 Penalty: 5123.225098
	Iteration 5Q: 3 clusters Score -5892308 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -5892560.500000 Penalty: 5123.225098
	Iteration 6Q: 3 clusters Score -5892560 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17509 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -5892790.000000 Penalty: 5123.225098
	Iteration 7Q: 3 clusters Score -5892790 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18322 members 
Mstep: Class 2 contains 12288 members 
Entering Unmasked Estep 
Score: -5893116.000000 Penalty: 5123.225098
	Iteration 8Q: 3 clusters Score -5893116 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19374 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -5893605.500000 Penalty: 5123.225098
	Iteration 9Q: 3 clusters Score -5893606 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20752 members 
Mstep: Class 2 contains 9858 members 
Entering Unmasked Estep 
Score: -5894328.500000 Penalty: 5123.225098
	Iteration 10Q: 3 clusters Score -5894328 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 8216 members 
Entering Unmasked Estep 
Score: -5895342.500000 Penalty: 5123.225098
	Iteration 11F: 3 clusters Score -5895342 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 6402 members 
Entering Unmasked Estep 
Score: -5896611.500000 Penalty: 5123.225098
	Iteration 12F: 3 clusters Score -5896612 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 4629 members 
Entering Unmasked Estep 
Score: -5897995.000000 Penalty: 5123.225098
	Iteration 13F: 3 clusters Score -5897995 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5899222.000000 Penalty: 5123.225098
	Iteration 14Q: 3 clusters Score -5899222 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -5900152.000000 Penalty: 5123.225098
	Iteration 15Q: 3 clusters Score -5900152 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -5900650.500000 Penalty: 5123.225098
	Iteration 16Q: 3 clusters Score -5900650 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29531 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5900951.000000 Penalty: 5123.225098
	Iteration 17Q: 3 clusters Score -5900951 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -5901133.000000 Penalty: 5123.225098
	Iteration 18Q: 3 clusters Score -5901133 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29884 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -5901232.000000 Penalty: 5123.225098
	Iteration 19Q: 3 clusters Score -5901232 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5901318.500000 Penalty: 5123.225098
	Iteration 20F: 3 clusters Score -5901318 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30032 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -5901377.000000 Penalty: 5123.225098
	Iteration 21Q: 3 clusters Score -5901377 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30072 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5901416.500000 Penalty: 5123.225098
	Iteration 22Q: 3 clusters Score -5901416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5901444.500000 Penalty: 5123.225098
	Iteration 23Q: 3 clusters Score -5901444 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30110 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -5901471.500000 Penalty: 5123.225098
	Iteration 24Q: 3 clusters Score -5901472 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30123 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5901491.000000 Penalty: 5123.225098
	Iteration 25Q: 3 clusters Score -5901491 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30139 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -5901505.000000 Penalty: 5123.225098
	Iteration 26Q: 3 clusters Score -5901505 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5901502.500000 Penalty: 5123.225098
	Iteration 27Q: 3 clusters Score -5901502 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5901508.000000 Penalty: 5123.225098
	Iteration 28Q: 3 clusters Score -5901508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5901515.000000 Penalty: 5123.225098
	Iteration 29Q: 3 clusters Score -5901515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30145 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5901517.500000 Penalty: 5123.225098
	Iteration 30Q: 3 clusters Score -5901518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30147 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -5901525.500000 Penalty: 5123.225098
	Iteration 31Q: 3 clusters Score -5901526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5901536.000000 Penalty: 5123.225098
	Iteration 32Q: 3 clusters Score -5901536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30159 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -5901546.000000 Penalty: 5123.225098
	Iteration 33Q: 3 clusters Score -5901546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5901547.000000 Penalty: 5123.225098
	Iteration 34Q: 3 clusters Score -5901547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30161 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5901547.000000 Penalty: 5123.225098
	Iteration 35F: 3 clusters Score -5901547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -28940.970703 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -28940.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -28132.986328 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -28132.99 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -28387.923828 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -28387.92 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -28555.783203 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -28555.78 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -28660.388672 Penalty: 2773.129639
	Iteration 3F: 3 clusters Score -28660.39 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -28734.767578 Penalty: 2773.129639
	Iteration 4F: 3 clusters Score -28734.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -28766.455078 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -28766.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -29016.619141 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -29016.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 197 members 
Entering Unmasked Estep 
Score: -29024.052734 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -29024.05 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -29033.240234 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -29033.24 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29039.308594 Penalty: 2773.129639
	Iteration 9Q: 3 clusters Score -29039.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 201 members 
Entering Unmasked Estep 
Score: -29039.308594 Penalty: 2773.129639
	Iteration 10F: 3 clusters Score -29039.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29509 members 
Mstep: Class 3 contains 47150 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 32553 members 
Mstep: Class 6 contains 30610 members 
Mstep: Class 7 contains 67 members 
Mstep: Class 8 contains 47271 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 10 contains 19556 members 
Mstep: Class 11 contains 51554 members 
Mstep: Class 12 contains 70300 members 
Mstep: Class 13 contains 52975 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 29514 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46725 members 
Mstep: Class 18 contains 46093 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24504 members 
Mstep: Class 22 contains 36145 members 
Mstep: Class 23 contains 18021 members 
Mstep: Class 24 contains 30951 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48685 members 
Mstep: Class 28 contains 22109 members 
Mstep: Class 29 contains 26483 members 
Mstep: Class 30 contains 59730 members 
Mstep: Class 31 contains 53768 members 
Mstep: Class 32 contains 66633 members 
Mstep: Class 33 contains 18915 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39863 members 
Mstep: Class 36 contains 46062 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30069 members 
Mstep: Class 40 contains 30817 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22493 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 201 members 
Entering Unmasked Estep 
Score: -207961520.000000 Penalty: 169222.343750
Splitting cluster 7 changes total score from -207963280.000000 to -207961520.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (47271 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47271 members 
Entering Unmasked Estep 
Score: -9103927.000000 Penalty: 2669.385742
	Iteration 0F: 2 clusters Score -9103927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23687 members 
Mstep: Class 2 contains 23584 members 
Entering Unmasked Estep 
Score: -9077921.000000 Penalty: 5338.771484
	Iteration 0F: 3 clusters Score -9077921 nChanged 21751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24160 members 
Mstep: Class 2 contains 23111 members 
Entering Unmasked Estep 
Score: -9089955.000000 Penalty: 5338.771484
	Iteration 1F: 3 clusters Score -9089955 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24688 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -9090503.000000 Penalty: 5338.771484
	Iteration 2Q: 3 clusters Score -9090503 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25467 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -9091156.000000 Penalty: 5338.771484
	Iteration 3Q: 3 clusters Score -9091156 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -9091831.000000 Penalty: 5338.771484
	Iteration 4Q: 3 clusters Score -9091831 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -9092747.000000 Penalty: 5338.771484
	Iteration 5Q: 3 clusters Score -9092747 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29709 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -9094012.000000 Penalty: 5338.771484
	Iteration 6F: 3 clusters Score -9094012 nChanged 2969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31852 members 
Mstep: Class 2 contains 15419 members 
Entering Unmasked Estep 
Score: -9095832.000000 Penalty: 5338.771484
	Iteration 7F: 3 clusters Score -9095832 nChanged 3066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34122 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -9097951.000000 Penalty: 5338.771484
	Iteration 8F: 3 clusters Score -9097951 nChanged 2829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 11260 members 
Entering Unmasked Estep 
Score: -9100163.000000 Penalty: 5338.771484
	Iteration 9F: 3 clusters Score -9100163 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37251 members 
Mstep: Class 2 contains 10020 members 
Entering Unmasked Estep 
Score: -9101754.000000 Penalty: 5338.771484
	Iteration 10Q: 3 clusters Score -9101754 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37998 members 
Mstep: Class 2 contains 9273 members 
Entering Unmasked Estep 
Score: -9102491.000000 Penalty: 5338.771484
	Iteration 11Q: 3 clusters Score -9102491 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38482 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -9102841.000000 Penalty: 5338.771484
	Iteration 12Q: 3 clusters Score -9102841 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38905 members 
Mstep: Class 2 contains 8366 members 
Entering Unmasked Estep 
Score: -9103081.000000 Penalty: 5338.771484
	Iteration 13Q: 3 clusters Score -9103081 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39302 members 
Mstep: Class 2 contains 7969 members 
Entering Unmasked Estep 
Score: -9103281.000000 Penalty: 5338.771484
	Iteration 14Q: 3 clusters Score -9103281 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39649 members 
Mstep: Class 2 contains 7622 members 
Entering Unmasked Estep 
Score: -9103453.000000 Penalty: 5338.771484
	Iteration 15Q: 3 clusters Score -9103453 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39945 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -9103610.000000 Penalty: 5338.771484
	Iteration 16Q: 3 clusters Score -9103610 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40239 members 
Mstep: Class 2 contains 7032 members 
Entering Unmasked Estep 
Score: -9103740.000000 Penalty: 5338.771484
	Iteration 17Q: 3 clusters Score -9103740 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40529 members 
Mstep: Class 2 contains 6742 members 
Entering Unmasked Estep 
Score: -9103857.000000 Penalty: 5338.771484
	Iteration 18Q: 3 clusters Score -9103857 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -9103913.000000 Penalty: 5338.771484
	Iteration 19Q: 3 clusters Score -9103913 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41135 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -9103941.000000 Penalty: 5338.771484
	Iteration 20F: 3 clusters Score -9103941 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41412 members 
Mstep: Class 2 contains 5859 members 
Entering Unmasked Estep 
Score: -9103963.000000 Penalty: 5338.771484
	Iteration 21Q: 3 clusters Score -9103963 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41696 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -9103971.000000 Penalty: 5338.771484
	Iteration 22Q: 3 clusters Score -9103971 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42000 members 
Mstep: Class 2 contains 5271 members 
Entering Unmasked Estep 
Score: -9103937.000000 Penalty: 5338.771484
	Iteration 23Q: 3 clusters Score -9103937 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42318 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -9103908.000000 Penalty: 5338.771484
	Iteration 24Q: 3 clusters Score -9103908 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 4621 members 
Entering Unmasked Estep 
Score: -9103831.000000 Penalty: 5338.771484
	Iteration 25Q: 3 clusters Score -9103831 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42995 members 
Mstep: Class 2 contains 4276 members 
Entering Unmasked Estep 
Score: -9103719.000000 Penalty: 5338.771484
	Iteration 26Q: 3 clusters Score -9103719 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43315 members 
Mstep: Class 2 contains 3956 members 
Entering Unmasked Estep 
Score: -9103584.000000 Penalty: 5338.771484
	Iteration 27Q: 3 clusters Score -9103584 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43623 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -9103507.000000 Penalty: 5338.771484
	Iteration 28Q: 3 clusters Score -9103507 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43926 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -9103430.000000 Penalty: 5338.771484
	Iteration 29Q: 3 clusters Score -9103430 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 3067 members 
Entering Unmasked Estep 
Score: -9103367.000000 Penalty: 5338.771484
	Iteration 30Q: 3 clusters Score -9103367 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -9103261.000000 Penalty: 5338.771484
	Iteration 31Q: 3 clusters Score -9103261 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -9103151.000000 Penalty: 5338.771484
	Iteration 32Q: 3 clusters Score -9103151 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -9103095.000000 Penalty: 5338.771484
	Iteration 33Q: 3 clusters Score -9103095 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45126 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9103040.000000 Penalty: 5338.771484
	Iteration 34Q: 3 clusters Score -9103040 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45327 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -9102958.000000 Penalty: 5338.771484
	Iteration 35Q: 3 clusters Score -9102958 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45524 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -9102855.000000 Penalty: 5338.771484
	Iteration 36Q: 3 clusters Score -9102855 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45692 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -9102764.000000 Penalty: 5338.771484
	Iteration 37Q: 3 clusters Score -9102764 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45817 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -9102716.000000 Penalty: 5338.771484
	Iteration 38Q: 3 clusters Score -9102716 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45936 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -9102625.000000 Penalty: 5338.771484
	Iteration 39Q: 3 clusters Score -9102625 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46035 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -9102588.000000 Penalty: 5338.771484
	Iteration 40F: 3 clusters Score -9102588 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -9102530.000000 Penalty: 5338.771484
	Iteration 41Q: 3 clusters Score -9102530 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46188 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -9102498.000000 Penalty: 5338.771484
	Iteration 42Q: 3 clusters Score -9102498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9102448.000000 Penalty: 5338.771484
	Iteration 43Q: 3 clusters Score -9102448 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46309 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -9102433.000000 Penalty: 5338.771484
	Iteration 44Q: 3 clusters Score -9102433 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46364 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -9102399.000000 Penalty: 5338.771484
	Iteration 45Q: 3 clusters Score -9102399 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9102356.000000 Penalty: 5338.771484
	Iteration 46Q: 3 clusters Score -9102356 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46463 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -9102333.000000 Penalty: 5338.771484
	Iteration 47Q: 3 clusters Score -9102333 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46502 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -9102307.000000 Penalty: 5338.771484
	Iteration 48Q: 3 clusters Score -9102307 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46529 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -9102284.000000 Penalty: 5338.771484
	Iteration 49Q: 3 clusters Score -9102284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46544 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -9102281.000000 Penalty: 5338.771484
	Iteration 50Q: 3 clusters Score -9102281 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46564 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -9102279.000000 Penalty: 5338.771484
	Iteration 51Q: 3 clusters Score -9102279 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46575 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -9102271.000000 Penalty: 5338.771484
	Iteration 52Q: 3 clusters Score -9102271 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46592 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -9102265.000000 Penalty: 5338.771484
	Iteration 53Q: 3 clusters Score -9102265 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46602 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -9102263.000000 Penalty: 5338.771484
	Iteration 54Q: 3 clusters Score -9102263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46611 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -9102271.000000 Penalty: 5338.771484
	Iteration 55Q: 3 clusters Score -9102271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46620 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9102260.000000 Penalty: 5338.771484
	Iteration 56Q: 3 clusters Score -9102260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46634 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -9102258.000000 Penalty: 5338.771484
	Iteration 57Q: 3 clusters Score -9102258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46639 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -9102267.000000 Penalty: 5338.771484
	Iteration 58Q: 3 clusters Score -9102267 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46645 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -9102273.000000 Penalty: 5338.771484
	Iteration 59Q: 3 clusters Score -9102273 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46648 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -9102273.000000 Penalty: 5338.771484
	Iteration 60F: 3 clusters Score -9102273 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46652 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -9102265.000000 Penalty: 5338.771484
	Iteration 61Q: 3 clusters Score -9102265 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46657 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9102262.000000 Penalty: 5338.771484
	Iteration 62Q: 3 clusters Score -9102262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46663 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9102266.000000 Penalty: 5338.771484
	Iteration 63Q: 3 clusters Score -9102266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46668 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -9102258.000000 Penalty: 5338.771484
	Iteration 64Q: 3 clusters Score -9102258 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46673 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -9102250.000000 Penalty: 5338.771484
	Iteration 65Q: 3 clusters Score -9102250 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46681 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -9102242.000000 Penalty: 5338.771484
	Iteration 66Q: 3 clusters Score -9102242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -9102236.000000 Penalty: 5338.771484
	Iteration 67Q: 3 clusters Score -9102236 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46696 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -9102240.000000 Penalty: 5338.771484
	Iteration 68Q: 3 clusters Score -9102240 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46699 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -9102241.000000 Penalty: 5338.771484
	Iteration 69Q: 3 clusters Score -9102241 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46703 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -9102230.000000 Penalty: 5338.771484
	Iteration 70Q: 3 clusters Score -9102230 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46711 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -9102218.000000 Penalty: 5338.771484
	Iteration 71Q: 3 clusters Score -9102218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46712 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -9102221.000000 Penalty: 5338.771484
	Iteration 72Q: 3 clusters Score -9102221 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46716 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9102227.000000 Penalty: 5338.771484
	Iteration 73Q: 3 clusters Score -9102227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9102225.000000 Penalty: 5338.771484
	Iteration 74Q: 3 clusters Score -9102225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46718 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9102225.000000 Penalty: 5338.771484
	Iteration 75F: 3 clusters Score -9102225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8245 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Entering Unmasked Estep 
Score: -1439724.625000 Penalty: 2236.305908
	Iteration 0F: 2 clusters Score -1439725 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4101 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1433211.500000 Penalty: 4472.611816
	Iteration 0F: 3 clusters Score -1433212 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4030 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1435289.750000 Penalty: 4472.611816
	Iteration 1F: 3 clusters Score -1435290 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -1435955.250000 Penalty: 4472.611816
	Iteration 2F: 3 clusters Score -1435955 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1436607.625000 Penalty: 4472.611816
	Iteration 3F: 3 clusters Score -1436608 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -1437185.000000 Penalty: 4472.611816
	Iteration 4F: 3 clusters Score -1437185 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -1437764.750000 Penalty: 4472.611816
	Iteration 5F: 3 clusters Score -1437765 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5224 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -1438286.125000 Penalty: 4472.611816
	Iteration 6F: 3 clusters Score -1438286 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 2726 members 
Entering Unmasked Estep 
Score: -1438694.125000 Penalty: 4472.611816
	Iteration 7F: 3 clusters Score -1438694 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -1438907.625000 Penalty: 4472.611816
	Iteration 8Q: 3 clusters Score -1438908 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5829 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1439048.375000 Penalty: 4472.611816
	Iteration 9Q: 3 clusters Score -1439048 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 2318 members 
Entering Unmasked Estep 
Score: -1439136.625000 Penalty: 4472.611816
	Iteration 10Q: 3 clusters Score -1439137 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1439219.625000 Penalty: 4472.611816
	Iteration 11Q: 3 clusters Score -1439220 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6091 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -1439272.000000 Penalty: 4472.611816
	Iteration 12Q: 3 clusters Score -1439272 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 2082 members 
Entering Unmasked Estep 
Score: -1439327.125000 Penalty: 4472.611816
	Iteration 13Q: 3 clusters Score -1439327 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6223 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -1439373.875000 Penalty: 4472.611816
	Iteration 14Q: 3 clusters Score -1439374 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -1439411.125000 Penalty: 4472.611816
	Iteration 15Q: 3 clusters Score -1439411 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1439448.250000 Penalty: 4472.611816
	Iteration 16Q: 3 clusters Score -1439448 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6403 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1439487.750000 Penalty: 4472.611816
	Iteration 17Q: 3 clusters Score -1439488 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1439538.000000 Penalty: 4472.611816
	Iteration 18Q: 3 clusters Score -1439538 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6531 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -1439603.875000 Penalty: 4472.611816
	Iteration 19Q: 3 clusters Score -1439604 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6603 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -1439667.875000 Penalty: 4472.611816
	Iteration 20F: 3 clusters Score -1439668 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -1439711.500000 Penalty: 4472.611816
	Iteration 21Q: 3 clusters Score -1439712 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -1439737.750000 Penalty: 4472.611816
	Iteration 22Q: 3 clusters Score -1439738 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -1439752.750000 Penalty: 4472.611816
	Iteration 23Q: 3 clusters Score -1439753 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -1439758.500000 Penalty: 4472.611816
	Iteration 24Q: 3 clusters Score -1439758 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6731 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -1439760.250000 Penalty: 4472.611816
	Iteration 25Q: 3 clusters Score -1439760 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1439763.125000 Penalty: 4472.611816
	Iteration 26Q: 3 clusters Score -1439763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 1512 members 
Entering Unmasked Estep 
Score: -1439762.375000 Penalty: 4472.611816
	Iteration 27Q: 3 clusters Score -1439762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6732 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -1439761.875000 Penalty: 4472.611816
	Iteration 28Q: 3 clusters Score -1439762 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1439764.500000 Penalty: 4472.611816
	Iteration 29Q: 3 clusters Score -1439764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1439764.500000 Penalty: 4472.611816
	Iteration 30F: 3 clusters Score -1439764 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29509 members 
Mstep: Class 3 contains 47150 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 32553 members 
Mstep: Class 6 contains 30610 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47271 members 
Mstep: Class 9 contains 6730 members 
Mstep: Class 10 contains 19556 members 
Mstep: Class 11 contains 51554 members 
Mstep: Class 12 contains 70300 members 
Mstep: Class 13 contains 52975 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 29514 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46725 members 
Mstep: Class 18 contains 46093 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24504 members 
Mstep: Class 22 contains 36145 members 
Mstep: Class 23 contains 18021 members 
Mstep: Class 24 contains 30951 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48685 members 
Mstep: Class 28 contains 22109 members 
Mstep: Class 29 contains 26483 members 
Mstep: Class 30 contains 59730 members 
Mstep: Class 31 contains 53768 members 
Mstep: Class 32 contains 66633 members 
Mstep: Class 33 contains 18915 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39863 members 
Mstep: Class 36 contains 46062 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30069 members 
Mstep: Class 40 contains 30817 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22493 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 1515 members 
Entering Unmasked Estep 
Score: -207962128.000000 Penalty: 169222.343750
Splitting cluster 9 changes total score from -207963280.000000 to -207962128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (19556 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Entering Unmasked Estep 
Score: -3836446.500000 Penalty: 2450.497314
	Iteration 0F: 2 clusters Score -3836446 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -3822809.500000 Penalty: 4900.994629
	Iteration 0F: 3 clusters Score -3822810 nChanged 8464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10112 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3827233.500000 Penalty: 4900.994629
	Iteration 1F: 3 clusters Score -3827234 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10340 members 
Mstep: Class 2 contains 9216 members 
Entering Unmasked Estep 
Score: -3827625.000000 Penalty: 4900.994629
	Iteration 2F: 3 clusters Score -3827625 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10680 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3827948.750000 Penalty: 4900.994629
	Iteration 3Q: 3 clusters Score -3827949 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11143 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3828277.000000 Penalty: 4900.994629
	Iteration 4Q: 3 clusters Score -3828277 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11702 members 
Mstep: Class 2 contains 7854 members 
Entering Unmasked Estep 
Score: -3828624.750000 Penalty: 4900.994629
	Iteration 5Q: 3 clusters Score -3828625 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12369 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -3829047.750000 Penalty: 4900.994629
	Iteration 6Q: 3 clusters Score -3829048 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -3829540.000000 Penalty: 4900.994629
	Iteration 7Q: 3 clusters Score -3829540 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -3830189.750000 Penalty: 4900.994629
	Iteration 8F: 3 clusters Score -3830190 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 4463 members 
Entering Unmasked Estep 
Score: -3830917.500000 Penalty: 4900.994629
	Iteration 9F: 3 clusters Score -3830918 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -3831693.500000 Penalty: 4900.994629
	Iteration 10F: 3 clusters Score -3831694 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16903 members 
Mstep: Class 2 contains 2653 members 
Entering Unmasked Estep 
Score: -3832382.500000 Penalty: 4900.994629
	Iteration 11Q: 3 clusters Score -3832382 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17557 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -3833013.500000 Penalty: 4900.994629
	Iteration 12Q: 3 clusters Score -3833014 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -3833491.750000 Penalty: 4900.994629
	Iteration 13Q: 3 clusters Score -3833492 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -3833809.750000 Penalty: 4900.994629
	Iteration 14Q: 3 clusters Score -3833810 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -3834016.750000 Penalty: 4900.994629
	Iteration 15Q: 3 clusters Score -3834017 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18473 members 
Mstep: Class 2 contains 1083 members 
Entering Unmasked Estep 
Score: -3834167.500000 Penalty: 4900.994629
	Iteration 16Q: 3 clusters Score -3834168 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -3834255.000000 Penalty: 4900.994629
	Iteration 17Q: 3 clusters Score -3834255 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18562 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -3834299.750000 Penalty: 4900.994629
	Iteration 18Q: 3 clusters Score -3834300 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -3834354.500000 Penalty: 4900.994629
	Iteration 19Q: 3 clusters Score -3834354 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -3834370.500000 Penalty: 4900.994629
	Iteration 20F: 3 clusters Score -3834370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -3834387.250000 Penalty: 4900.994629
	Iteration 21Q: 3 clusters Score -3834387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -3834392.500000 Penalty: 4900.994629
	Iteration 22Q: 3 clusters Score -3834392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 918 members 
Entering Unmasked Estep 
Score: -3834403.000000 Penalty: 4900.994629
	Iteration 23Q: 3 clusters Score -3834403 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -3834410.750000 Penalty: 4900.994629
	Iteration 24Q: 3 clusters Score -3834411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18648 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -3834410.250000 Penalty: 4900.994629
	Iteration 25Q: 3 clusters Score -3834410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3834416.250000 Penalty: 4900.994629
	Iteration 26Q: 3 clusters Score -3834416 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18650 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -3834412.250000 Penalty: 4900.994629
	Iteration 27Q: 3 clusters Score -3834412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3834412.000000 Penalty: 4900.994629
	Iteration 28Q: 3 clusters Score -3834412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3834412.000000 Penalty: 4900.994629
	Iteration 29F: 3 clusters Score -3834412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51554 members 
Entering Unmasked Estep 
Score: -9689080.000000 Penalty: 2690.895508
	Iteration 0F: 2 clusters Score -9689080 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25609 members 
Mstep: Class 2 contains 25945 members 
Entering Unmasked Estep 
Score: -9655629.000000 Penalty: 5381.791016
	Iteration 0F: 3 clusters Score -9655629 nChanged 23921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24202 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -9668580.000000 Penalty: 5381.791016
	Iteration 1F: 3 clusters Score -9668580 nChanged 2074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -9669229.000000 Penalty: 5381.791016
	Iteration 2Q: 3 clusters Score -9669229 nChanged 2116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -9669945.000000 Penalty: 5381.791016
	Iteration 3Q: 3 clusters Score -9669945 nChanged 2413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 31515 members 
Entering Unmasked Estep 
Score: -9670995.000000 Penalty: 5381.791016
	Iteration 4Q: 3 clusters Score -9670995 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17334 members 
Mstep: Class 2 contains 34220 members 
Entering Unmasked Estep 
Score: -9672768.000000 Penalty: 5381.791016
	Iteration 5F: 3 clusters Score -9672768 nChanged 3590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 37690 members 
Entering Unmasked Estep 
Score: -9675301.000000 Penalty: 5381.791016
	Iteration 6F: 3 clusters Score -9675301 nChanged 4062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 41706 members 
Entering Unmasked Estep 
Score: -9678618.000000 Penalty: 5381.791016
	Iteration 7F: 3 clusters Score -9678618 nChanged 3782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6084 members 
Mstep: Class 2 contains 45470 members 
Entering Unmasked Estep 
Score: -9681912.000000 Penalty: 5381.791016
	Iteration 8F: 3 clusters Score -9681912 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 48416 members 
Entering Unmasked Estep 
Score: -9684288.000000 Penalty: 5381.791016
	Iteration 9F: 3 clusters Score -9684288 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 50081 members 
Entering Unmasked Estep 
Score: -9685662.000000 Penalty: 5381.791016
	Iteration 10Q: 3 clusters Score -9685662 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 50857 members 
Entering Unmasked Estep 
Score: -9686238.000000 Penalty: 5381.791016
	Iteration 11Q: 3 clusters Score -9686238 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 51138 members 
Entering Unmasked Estep 
Score: -9686489.000000 Penalty: 5381.791016
	Iteration 12Q: 3 clusters Score -9686489 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 51240 members 
Entering Unmasked Estep 
Score: -9686565.000000 Penalty: 5381.791016
	Iteration 13Q: 3 clusters Score -9686565 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 51281 members 
Entering Unmasked Estep 
Score: -9686613.000000 Penalty: 5381.791016
	Iteration 14Q: 3 clusters Score -9686613 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 51297 members 
Entering Unmasked Estep 
Score: -9686633.000000 Penalty: 5381.791016
	Iteration 15Q: 3 clusters Score -9686633 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 51304 members 
Entering Unmasked Estep 
Score: -9686660.000000 Penalty: 5381.791016
	Iteration 16Q: 3 clusters Score -9686660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 51305 members 
Entering Unmasked Estep 
Score: -9686676.000000 Penalty: 5381.791016
	Iteration 17Q: 3 clusters Score -9686676 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 51306 members 
Entering Unmasked Estep 
Score: -9686675.000000 Penalty: 5381.791016
	Iteration 18Q: 3 clusters Score -9686675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 51307 members 
Entering Unmasked Estep 
Score: -9686672.000000 Penalty: 5381.791016
	Iteration 19Q: 3 clusters Score -9686672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 51308 members 
Entering Unmasked Estep 
Score: -9686675.000000 Penalty: 5381.791016
	Iteration 20F: 3 clusters Score -9686675 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 51310 members 
Entering Unmasked Estep 
Score: -9686680.000000 Penalty: 5381.791016
	Iteration 21Q: 3 clusters Score -9686680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 51313 members 
Entering Unmasked Estep 
Score: -9686682.000000 Penalty: 5381.791016
	Iteration 22Q: 3 clusters Score -9686682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -9686686.000000 Penalty: 5381.791016
	Iteration 23Q: 3 clusters Score -9686686 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 51314 members 
Entering Unmasked Estep 
Score: -9686686.000000 Penalty: 5381.791016
	Iteration 24F: 3 clusters Score -9686686 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (70300 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70300 members 
Entering Unmasked Estep 
Score: -12774179.000000 Penalty: 2767.810791
	Iteration 0F: 2 clusters Score -1.277418e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35167 members 
Mstep: Class 2 contains 35133 members 
Entering Unmasked Estep 
Score: -12730743.000000 Penalty: 5535.621582
	Iteration 0F: 3 clusters Score -1.273074e+07 nChanged 32595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35224 members 
Mstep: Class 2 contains 35076 members 
Entering Unmasked Estep 
Score: -12748864.000000 Penalty: 5535.621582
	Iteration 1F: 3 clusters Score -1.274886e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35319 members 
Mstep: Class 2 contains 34981 members 
Entering Unmasked Estep 
Score: -12749373.000000 Penalty: 5535.621582
	Iteration 2Q: 3 clusters Score -1.274937e+07 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35496 members 
Mstep: Class 2 contains 34804 members 
Entering Unmasked Estep 
Score: -12749865.000000 Penalty: 5535.621582
	Iteration 3Q: 3 clusters Score -1.274986e+07 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35710 members 
Mstep: Class 2 contains 34590 members 
Entering Unmasked Estep 
Score: -12750291.000000 Penalty: 5535.621582
	Iteration 4Q: 3 clusters Score -1.275029e+07 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36036 members 
Mstep: Class 2 contains 34264 members 
Entering Unmasked Estep 
Score: -12750765.000000 Penalty: 5535.621582
	Iteration 5Q: 3 clusters Score -1.275076e+07 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36478 members 
Mstep: Class 2 contains 33822 members 
Entering Unmasked Estep 
Score: -12751175.000000 Penalty: 5535.621582
	Iteration 6Q: 3 clusters Score -1.275118e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37033 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -12751617.000000 Penalty: 5535.621582
	Iteration 7Q: 3 clusters Score -1.275162e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37762 members 
Mstep: Class 2 contains 32538 members 
Entering Unmasked Estep 
Score: -12752175.000000 Penalty: 5535.621582
	Iteration 8Q: 3 clusters Score -1.275218e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38810 members 
Mstep: Class 2 contains 31490 members 
Entering Unmasked Estep 
Score: -12752852.000000 Penalty: 5535.621582
	Iteration 9Q: 3 clusters Score -1.275285e+07 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 30028 members 
Entering Unmasked Estep 
Score: -12753666.000000 Penalty: 5535.621582
	Iteration 10Q: 3 clusters Score -1.275367e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 28042 members 
Entering Unmasked Estep 
Score: -12754999.000000 Penalty: 5535.621582
	Iteration 11Q: 3 clusters Score -1.2755e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44782 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -12756895.000000 Penalty: 5535.621582
	Iteration 12Q: 3 clusters Score -1.27569e+07 nChanged 3583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47625 members 
Mstep: Class 2 contains 22675 members 
Entering Unmasked Estep 
Score: -12759297.000000 Penalty: 5535.621582
	Iteration 13F: 3 clusters Score -1.27593e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50459 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -12761885.000000 Penalty: 5535.621582
	Iteration 14F: 3 clusters Score -1.276188e+07 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -12764017.000000 Penalty: 5535.621582
	Iteration 15Q: 3 clusters Score -1.276402e+07 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54724 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -12765512.000000 Penalty: 5535.621582
	Iteration 16Q: 3 clusters Score -1.276551e+07 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56252 members 
Mstep: Class 2 contains 14048 members 
Entering Unmasked Estep 
Score: -12766426.000000 Penalty: 5535.621582
	Iteration 17Q: 3 clusters Score -1.276643e+07 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 12806 members 
Entering Unmasked Estep 
Score: -12766958.000000 Penalty: 5535.621582
	Iteration 18Q: 3 clusters Score -1.276696e+07 nChanged 1230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58558 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -12767414.000000 Penalty: 5535.621582
	Iteration 19Q: 3 clusters Score -1.276741e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59503 members 
Mstep: Class 2 contains 10797 members 
Entering Unmasked Estep 
Score: -12767739.000000 Penalty: 5535.621582
	Iteration 20F: 3 clusters Score -1.276774e+07 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60405 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -12767949.000000 Penalty: 5535.621582
	Iteration 21Q: 3 clusters Score -1.276795e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61202 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -12768190.000000 Penalty: 5535.621582
	Iteration 22Q: 3 clusters Score -1.276819e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61922 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -12768359.000000 Penalty: 5535.621582
	Iteration 23Q: 3 clusters Score -1.276836e+07 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62630 members 
Mstep: Class 2 contains 7670 members 
Entering Unmasked Estep 
Score: -12768507.000000 Penalty: 5535.621582
	Iteration 24Q: 3 clusters Score -1.276851e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63247 members 
Mstep: Class 2 contains 7053 members 
Entering Unmasked Estep 
Score: -12768666.000000 Penalty: 5535.621582
	Iteration 25Q: 3 clusters Score -1.276867e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63785 members 
Mstep: Class 2 contains 6515 members 
Entering Unmasked Estep 
Score: -12768842.000000 Penalty: 5535.621582
	Iteration 26Q: 3 clusters Score -1.276884e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 6025 members 
Entering Unmasked Estep 
Score: -12769071.000000 Penalty: 5535.621582
	Iteration 27Q: 3 clusters Score -1.276907e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64758 members 
Mstep: Class 2 contains 5542 members 
Entering Unmasked Estep 
Score: -12769313.000000 Penalty: 5535.621582
	Iteration 28Q: 3 clusters Score -1.276931e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65194 members 
Mstep: Class 2 contains 5106 members 
Entering Unmasked Estep 
Score: -12769499.000000 Penalty: 5535.621582
	Iteration 29Q: 3 clusters Score -1.27695e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65594 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -12769603.000000 Penalty: 5535.621582
	Iteration 30Q: 3 clusters Score -1.27696e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65977 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -12769787.000000 Penalty: 5535.621582
	Iteration 31Q: 3 clusters Score -1.276979e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66311 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -12769928.000000 Penalty: 5535.621582
	Iteration 32Q: 3 clusters Score -1.276993e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66623 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -12770064.000000 Penalty: 5535.621582
	Iteration 33Q: 3 clusters Score -1.277006e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66920 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -12770182.000000 Penalty: 5535.621582
	Iteration 34Q: 3 clusters Score -1.277018e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67187 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -12770362.000000 Penalty: 5535.621582
	Iteration 35Q: 3 clusters Score -1.277036e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67419 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -12770439.000000 Penalty: 5535.621582
	Iteration 36Q: 3 clusters Score -1.277044e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67631 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -12770510.000000 Penalty: 5535.621582
	Iteration 37Q: 3 clusters Score -1.277051e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67807 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -12770567.000000 Penalty: 5535.621582
	Iteration 38Q: 3 clusters Score -1.277057e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67975 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -12770678.000000 Penalty: 5535.621582
	Iteration 39Q: 3 clusters Score -1.277068e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68118 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -12770739.000000 Penalty: 5535.621582
	Iteration 40F: 3 clusters Score -1.277074e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68248 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -12770827.000000 Penalty: 5535.621582
	Iteration 41Q: 3 clusters Score -1.277083e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68354 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -12770915.000000 Penalty: 5535.621582
	Iteration 42Q: 3 clusters Score -1.277092e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68449 members 
Mstep: Class 2 contains 1851 members 
Entering Unmasked Estep 
Score: -12771004.000000 Penalty: 5535.621582
	Iteration 43Q: 3 clusters Score -1.2771e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68538 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -12771056.000000 Penalty: 5535.621582
	Iteration 44Q: 3 clusters Score -1.277106e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68628 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -12771116.000000 Penalty: 5535.621582
	Iteration 45Q: 3 clusters Score -1.277112e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68710 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -12771170.000000 Penalty: 5535.621582
	Iteration 46Q: 3 clusters Score -1.277117e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68791 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -12771202.000000 Penalty: 5535.621582
	Iteration 47Q: 3 clusters Score -1.27712e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68859 members 
Mstep: Class 2 contains 1441 members 
Entering Unmasked Estep 
Score: -12771248.000000 Penalty: 5535.621582
	Iteration 48Q: 3 clusters Score -1.277125e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68921 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -12771264.000000 Penalty: 5535.621582
	Iteration 49Q: 3 clusters Score -1.277126e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -12771332.000000 Penalty: 5535.621582
	Iteration 50Q: 3 clusters Score -1.277133e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -12771352.000000 Penalty: 5535.621582
	Iteration 51Q: 3 clusters Score -1.277135e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69066 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -12771396.000000 Penalty: 5535.621582
	Iteration 52Q: 3 clusters Score -1.27714e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69103 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -12771414.000000 Penalty: 5535.621582
	Iteration 53Q: 3 clusters Score -1.277141e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69137 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -12771436.000000 Penalty: 5535.621582
	Iteration 54Q: 3 clusters Score -1.277144e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69164 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -12771459.000000 Penalty: 5535.621582
	Iteration 55Q: 3 clusters Score -1.277146e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69183 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -12771479.000000 Penalty: 5535.621582
	Iteration 56Q: 3 clusters Score -1.277148e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69202 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -12771481.000000 Penalty: 5535.621582
	Iteration 57Q: 3 clusters Score -1.277148e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69224 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -12771489.000000 Penalty: 5535.621582
	Iteration 58Q: 3 clusters Score -1.277149e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69245 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -12771476.000000 Penalty: 5535.621582
	Iteration 59Q: 3 clusters Score -1.277148e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69263 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -12771506.000000 Penalty: 5535.621582
	Iteration 60F: 3 clusters Score -1.277151e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69276 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -12771508.000000 Penalty: 5535.621582
	Iteration 61Q: 3 clusters Score -1.277151e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69287 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -12771518.000000 Penalty: 5535.621582
	Iteration 62Q: 3 clusters Score -1.277152e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69295 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -12771537.000000 Penalty: 5535.621582
	Iteration 63Q: 3 clusters Score -1.277154e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69302 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -12771531.000000 Penalty: 5535.621582
	Iteration 64Q: 3 clusters Score -1.277153e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69306 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -12771535.000000 Penalty: 5535.621582
	Iteration 65Q: 3 clusters Score -1.277154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -12771541.000000 Penalty: 5535.621582
	Iteration 66Q: 3 clusters Score -1.277154e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12771545.000000 Penalty: 5535.621582
	Iteration 67Q: 3 clusters Score -1.277154e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69308 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -12771545.000000 Penalty: 5535.621582
	Iteration 68F: 3 clusters Score -1.277154e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52975 members 
Entering Unmasked Estep 
Score: -9966572.000000 Penalty: 2697.638672
	Iteration 0F: 2 clusters Score -9966572 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26616 members 
Mstep: Class 2 contains 26359 members 
Entering Unmasked Estep 
Score: -9931995.000000 Penalty: 5395.277344
	Iteration 0F: 3 clusters Score -9931995 nChanged 24550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27796 members 
Mstep: Class 2 contains 25179 members 
Entering Unmasked Estep 
Score: -9945557.000000 Penalty: 5395.277344
	Iteration 1F: 3 clusters Score -9945557 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 24435 members 
Entering Unmasked Estep 
Score: -9946151.000000 Penalty: 5395.277344
	Iteration 2Q: 3 clusters Score -9946151 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29611 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -9946781.000000 Penalty: 5395.277344
	Iteration 3Q: 3 clusters Score -9946781 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -9947606.000000 Penalty: 5395.277344
	Iteration 4Q: 3 clusters Score -9947606 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33330 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -9948801.000000 Penalty: 5395.277344
	Iteration 5Q: 3 clusters Score -9948801 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36333 members 
Mstep: Class 2 contains 16642 members 
Entering Unmasked Estep 
Score: -9950737.000000 Penalty: 5395.277344
	Iteration 6F: 3 clusters Score -9950737 nChanged 3717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39934 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -9953317.000000 Penalty: 5395.277344
	Iteration 7F: 3 clusters Score -9953317 nChanged 3880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -9956434.000000 Penalty: 5395.277344
	Iteration 8F: 3 clusters Score -9956434 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47192 members 
Mstep: Class 2 contains 5783 members 
Entering Unmasked Estep 
Score: -9959397.000000 Penalty: 5395.277344
	Iteration 9F: 3 clusters Score -9959397 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49827 members 
Mstep: Class 2 contains 3148 members 
Entering Unmasked Estep 
Score: -9961564.000000 Penalty: 5395.277344
	Iteration 10F: 3 clusters Score -9961564 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51407 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -9962910.000000 Penalty: 5395.277344
	Iteration 11Q: 3 clusters Score -9962910 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52189 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -9963617.000000 Penalty: 5395.277344
	Iteration 12Q: 3 clusters Score -9963617 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52498 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -9963864.000000 Penalty: 5395.277344
	Iteration 13Q: 3 clusters Score -9963864 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9964039.000000 Penalty: 5395.277344
	Iteration 14Q: 3 clusters Score -9964039 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52671 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -9964132.000000 Penalty: 5395.277344
	Iteration 15Q: 3 clusters Score -9964132 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52691 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -9964170.000000 Penalty: 5395.277344
	Iteration 16Q: 3 clusters Score -9964170 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52706 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -9964210.000000 Penalty: 5395.277344
	Iteration 17Q: 3 clusters Score -9964210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -9964227.000000 Penalty: 5395.277344
	Iteration 18Q: 3 clusters Score -9964227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -9964241.000000 Penalty: 5395.277344
	Iteration 19Q: 3 clusters Score -9964241 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52722 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -9964241.000000 Penalty: 5395.277344
	Iteration 20F: 3 clusters Score -9964241 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9964247.000000 Penalty: 5395.277344
	Iteration 21Q: 3 clusters Score -9964247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9964245.000000 Penalty: 5395.277344
	Iteration 22Q: 3 clusters Score -9964245 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9964250.000000 Penalty: 5395.277344
	Iteration 23Q: 3 clusters Score -9964250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -9964248.000000 Penalty: 5395.277344
	Iteration 24Q: 3 clusters Score -9964248 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52726 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -9964250.000000 Penalty: 5395.277344
	Iteration 25Q: 3 clusters Score -9964250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -9964263.000000 Penalty: 5395.277344
	Iteration 26Q: 3 clusters Score -9964263 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9964266.000000 Penalty: 5395.277344
	Iteration 27Q: 3 clusters Score -9964266 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52731 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -9964266.000000 Penalty: 5395.277344
	Iteration 28F: 3 clusters Score -9964266 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4726 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4726 members 
Entering Unmasked Estep 
Score: -880827.312500 Penalty: 2098.286865
	Iteration 0F: 2 clusters Score -880827.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -876502.875000 Penalty: 4196.573730
	Iteration 0F: 3 clusters Score -876502.9 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -877593.312500 Penalty: 4196.573730
	Iteration 1F: 3 clusters Score -877593.3 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2267 members 
Mstep: Class 2 contains 2459 members 
Entering Unmasked Estep 
Score: -877808.812500 Penalty: 4196.573730
	Iteration 2F: 3 clusters Score -877808.8 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2253 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -877953.062500 Penalty: 4196.573730
	Iteration 3Q: 3 clusters Score -877953.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -878068.312500 Penalty: 4196.573730
	Iteration 4Q: 3 clusters Score -878068.3 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 2431 members 
Entering Unmasked Estep 
Score: -878150.750000 Penalty: 4196.573730
	Iteration 5Q: 3 clusters Score -878150.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -878202.312500 Penalty: 4196.573730
	Iteration 6Q: 3 clusters Score -878202.3 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -878251.625000 Penalty: 4196.573730
	Iteration 7Q: 3 clusters Score -878251.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -878303.125000 Penalty: 4196.573730
	Iteration 8Q: 3 clusters Score -878303.1 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -878348.750000 Penalty: 4196.573730
	Iteration 9Q: 3 clusters Score -878348.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -878388.000000 Penalty: 4196.573730
	Iteration 10Q: 3 clusters Score -878388 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -878413.687500 Penalty: 4196.573730
	Iteration 11Q: 3 clusters Score -878413.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -878444.125000 Penalty: 4196.573730
	Iteration 12Q: 3 clusters Score -878444.1 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -878485.250000 Penalty: 4196.573730
	Iteration 13Q: 3 clusters Score -878485.2 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -878527.187500 Penalty: 4196.573730
	Iteration 14Q: 3 clusters Score -878527.2 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2748 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -878573.937500 Penalty: 4196.573730
	Iteration 15Q: 3 clusters Score -878573.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -878616.875000 Penalty: 4196.573730
	Iteration 16Q: 3 clusters Score -878616.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -878665.437500 Penalty: 4196.573730
	Iteration 17Q: 3 clusters Score -878665.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -878713.500000 Penalty: 4196.573730
	Iteration 18Q: 3 clusters Score -878713.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -878759.000000 Penalty: 4196.573730
	Iteration 19Q: 3 clusters Score -878759 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -878804.875000 Penalty: 4196.573730
	Iteration 20F: 3 clusters Score -878804.9 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3141 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -878849.375000 Penalty: 4196.573730
	Iteration 21Q: 3 clusters Score -878849.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3185 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -878881.875000 Penalty: 4196.573730
	Iteration 22Q: 3 clusters Score -878881.9 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -878915.562500 Penalty: 4196.573730
	Iteration 23Q: 3 clusters Score -878915.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -878942.625000 Penalty: 4196.573730
	Iteration 24Q: 3 clusters Score -878942.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -878979.312500 Penalty: 4196.573730
	Iteration 25Q: 3 clusters Score -878979.3 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -879008.000000 Penalty: 4196.573730
	Iteration 26Q: 3 clusters Score -879008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -879030.125000 Penalty: 4196.573730
	Iteration 27Q: 3 clusters Score -879030.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -879047.250000 Penalty: 4196.573730
	Iteration 28Q: 3 clusters Score -879047.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -879067.687500 Penalty: 4196.573730
	Iteration 29Q: 3 clusters Score -879067.7 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -879083.125000 Penalty: 4196.573730
	Iteration 30Q: 3 clusters Score -879083.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -879094.875000 Penalty: 4196.573730
	Iteration 31Q: 3 clusters Score -879094.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -879103.500000 Penalty: 4196.573730
	Iteration 32Q: 3 clusters Score -879103.5 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3583 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -879108.875000 Penalty: 4196.573730
	Iteration 33Q: 3 clusters Score -879108.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3600 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -879118.500000 Penalty: 4196.573730
	Iteration 34Q: 3 clusters Score -879118.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -879122.937500 Penalty: 4196.573730
	Iteration 35Q: 3 clusters Score -879122.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -879125.312500 Penalty: 4196.573730
	Iteration 36Q: 3 clusters Score -879125.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3618 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -879126.437500 Penalty: 4196.573730
	Iteration 37Q: 3 clusters Score -879126.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -879126.687500 Penalty: 4196.573730
	Iteration 38Q: 3 clusters Score -879126.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -879126.375000 Penalty: 4196.573730
	Iteration 39Q: 3 clusters Score -879126.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -879126.250000 Penalty: 4196.573730
	Iteration 40F: 3 clusters Score -879126.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -879126.312500 Penalty: 4196.573730
	Iteration 41Q: 3 clusters Score -879126.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -879128.437500 Penalty: 4196.573730
	Iteration 42Q: 3 clusters Score -879128.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -879128.625000 Penalty: 4196.573730
	Iteration 43Q: 3 clusters Score -879128.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -879131.062500 Penalty: 4196.573730
	Iteration 44Q: 3 clusters Score -879131.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3642 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -879134.937500 Penalty: 4196.573730
	Iteration 45Q: 3 clusters Score -879134.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -879138.250000 Penalty: 4196.573730
	Iteration 46Q: 3 clusters Score -879138.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -879141.312500 Penalty: 4196.573730
	Iteration 47Q: 3 clusters Score -879141.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -879141.750000 Penalty: 4196.573730
	Iteration 48Q: 3 clusters Score -879141.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -879143.562500 Penalty: 4196.573730
	Iteration 49Q: 3 clusters Score -879143.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -879142.625000 Penalty: 4196.573730
	Iteration 50Q: 3 clusters Score -879142.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3660 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -879142.625000 Penalty: 4196.573730
	Iteration 51F: 3 clusters Score -879142.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29514 members 
Entering Unmasked Estep 
Score: -5645285.000000 Penalty: 2552.569580
	Iteration 0F: 2 clusters Score -5645285 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14811 members 
Mstep: Class 2 contains 14703 members 
Entering Unmasked Estep 
Score: -5625476.000000 Penalty: 5105.139160
	Iteration 0F: 3 clusters Score -5625476 nChanged 13308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 14411 members 
Entering Unmasked Estep 
Score: -5632916.000000 Penalty: 5105.139160
	Iteration 1F: 3 clusters Score -5632916 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15300 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -5633471.500000 Penalty: 5105.139160
	Iteration 2F: 3 clusters Score -5633472 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15519 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -5633916.000000 Penalty: 5105.139160
	Iteration 3Q: 3 clusters Score -5633916 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15765 members 
Mstep: Class 2 contains 13749 members 
Entering Unmasked Estep 
Score: -5634310.500000 Penalty: 5105.139160
	Iteration 4Q: 3 clusters Score -5634310 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 13473 members 
Entering Unmasked Estep 
Score: -5634638.000000 Penalty: 5105.139160
	Iteration 5Q: 3 clusters Score -5634638 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16387 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -5634943.000000 Penalty: 5105.139160
	Iteration 6Q: 3 clusters Score -5634943 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -5635209.500000 Penalty: 5105.139160
	Iteration 7Q: 3 clusters Score -5635210 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17288 members 
Mstep: Class 2 contains 12226 members 
Entering Unmasked Estep 
Score: -5635545.500000 Penalty: 5105.139160
	Iteration 8Q: 3 clusters Score -5635546 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17878 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -5635946.500000 Penalty: 5105.139160
	Iteration 9Q: 3 clusters Score -5635946 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 10933 members 
Entering Unmasked Estep 
Score: -5636331.000000 Penalty: 5105.139160
	Iteration 10Q: 3 clusters Score -5636331 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19440 members 
Mstep: Class 2 contains 10074 members 
Entering Unmasked Estep 
Score: -5636898.500000 Penalty: 5105.139160
	Iteration 11Q: 3 clusters Score -5636898 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20371 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -5637512.500000 Penalty: 5105.139160
	Iteration 12Q: 3 clusters Score -5637512 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21380 members 
Mstep: Class 2 contains 8134 members 
Entering Unmasked Estep 
Score: -5638219.500000 Penalty: 5105.139160
	Iteration 13Q: 3 clusters Score -5638220 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22404 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -5638954.000000 Penalty: 5105.139160
	Iteration 14Q: 3 clusters Score -5638954 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 6129 members 
Entering Unmasked Estep 
Score: -5639655.500000 Penalty: 5105.139160
	Iteration 15Q: 3 clusters Score -5639656 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 5323 members 
Entering Unmasked Estep 
Score: -5640190.500000 Penalty: 5105.139160
	Iteration 16Q: 3 clusters Score -5640190 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 4617 members 
Entering Unmasked Estep 
Score: -5640609.000000 Penalty: 5105.139160
	Iteration 17Q: 3 clusters Score -5640609 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25469 members 
Mstep: Class 2 contains 4045 members 
Entering Unmasked Estep 
Score: -5640945.000000 Penalty: 5105.139160
	Iteration 18Q: 3 clusters Score -5640945 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -5641185.500000 Penalty: 5105.139160
	Iteration 19Q: 3 clusters Score -5641186 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26336 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -5641416.000000 Penalty: 5105.139160
	Iteration 20F: 3 clusters Score -5641416 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26724 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -5641621.500000 Penalty: 5105.139160
	Iteration 21Q: 3 clusters Score -5641622 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27067 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5641778.000000 Penalty: 5105.139160
	Iteration 22Q: 3 clusters Score -5641778 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -5641961.500000 Penalty: 5105.139160
	Iteration 23Q: 3 clusters Score -5641962 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27624 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5642114.000000 Penalty: 5105.139160
	Iteration 24Q: 3 clusters Score -5642114 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27854 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5642261.500000 Penalty: 5105.139160
	Iteration 25Q: 3 clusters Score -5642262 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28031 members 
Mstep: Class 2 contains 1483 members 
Entering Unmasked Estep 
Score: -5642354.500000 Penalty: 5105.139160
	Iteration 26Q: 3 clusters Score -5642354 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -5642430.000000 Penalty: 5105.139160
	Iteration 27Q: 3 clusters Score -5642430 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28289 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5642497.500000 Penalty: 5105.139160
	Iteration 28Q: 3 clusters Score -5642498 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28395 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -5642565.000000 Penalty: 5105.139160
	Iteration 29Q: 3 clusters Score -5642565 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28487 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5642629.000000 Penalty: 5105.139160
	Iteration 30Q: 3 clusters Score -5642629 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28568 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5642693.500000 Penalty: 5105.139160
	Iteration 31Q: 3 clusters Score -5642694 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5642731.000000 Penalty: 5105.139160
	Iteration 32Q: 3 clusters Score -5642731 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -5642759.000000 Penalty: 5105.139160
	Iteration 33Q: 3 clusters Score -5642759 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -5642796.500000 Penalty: 5105.139160
	Iteration 34Q: 3 clusters Score -5642796 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28763 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5642828.000000 Penalty: 5105.139160
	Iteration 35Q: 3 clusters Score -5642828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -5642844.000000 Penalty: 5105.139160
	Iteration 36Q: 3 clusters Score -5642844 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -5642861.500000 Penalty: 5105.139160
	Iteration 37Q: 3 clusters Score -5642862 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28853 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5642875.000000 Penalty: 5105.139160
	Iteration 38Q: 3 clusters Score -5642875 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28877 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5642894.000000 Penalty: 5105.139160
	Iteration 39Q: 3 clusters Score -5642894 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28906 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -5642930.500000 Penalty: 5105.139160
	Iteration 40F: 3 clusters Score -5642930 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28928 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -5642956.000000 Penalty: 5105.139160
	Iteration 41Q: 3 clusters Score -5642956 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28951 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5642974.000000 Penalty: 5105.139160
	Iteration 42Q: 3 clusters Score -5642974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28975 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5642999.500000 Penalty: 5105.139160
	Iteration 43Q: 3 clusters Score -5643000 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28988 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5643004.500000 Penalty: 5105.139160
	Iteration 44Q: 3 clusters Score -5643004 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5643018.500000 Penalty: 5105.139160
	Iteration 45Q: 3 clusters Score -5643018 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29008 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5643029.500000 Penalty: 5105.139160
	Iteration 46Q: 3 clusters Score -5643030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5643034.500000 Penalty: 5105.139160
	Iteration 47Q: 3 clusters Score -5643034 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29018 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5643035.500000 Penalty: 5105.139160
	Iteration 48Q: 3 clusters Score -5643036 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29021 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5643036.500000 Penalty: 5105.139160
	Iteration 49Q: 3 clusters Score -5643036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5643041.000000 Penalty: 5105.139160
	Iteration 50Q: 3 clusters Score -5643041 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5643046.000000 Penalty: 5105.139160
	Iteration 51Q: 3 clusters Score -5643046 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5643046.000000 Penalty: 5105.139160
	Iteration 52F: 3 clusters Score -5643046 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -111481.242188 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -111481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -109822.789062 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -109822.8 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -110074.734375 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -110074.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -110146.632812 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -110146.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -110171.531250 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -110171.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110183.320312 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -110183.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -110202.859375 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -110202.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -110213.726562 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -110213.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -110228.648438 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -110228.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -110248.578125 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -110248.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -110283.835938 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -110283.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -110319.210938 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -110319.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -110346.093750 Penalty: 3228.349365
	Iteration 11Q: 3 clusters Score -110346.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -110387.093750 Penalty: 3228.349365
	Iteration 12Q: 3 clusters Score -110387.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -110409.851562 Penalty: 3228.349365
	Iteration 13Q: 3 clusters Score -110409.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -110424.273438 Penalty: 3228.349365
	Iteration 14Q: 3 clusters Score -110424.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -110424.937500 Penalty: 3228.349365
	Iteration 15Q: 3 clusters Score -110424.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -110426.015625 Penalty: 3228.349365
	Iteration 16Q: 3 clusters Score -110426 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -110426.015625 Penalty: 3228.349365
	Iteration 17F: 3 clusters Score -110426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46725 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46725 members 
Entering Unmasked Estep 
Score: -8984667.000000 Penalty: 2666.504395
	Iteration 0F: 2 clusters Score -8984667 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 23217 members 
Entering Unmasked Estep 
Score: -8958442.000000 Penalty: 5333.008789
	Iteration 0F: 3 clusters Score -8958442 nChanged 21527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24825 members 
Mstep: Class 2 contains 21900 members 
Entering Unmasked Estep 
Score: -8970403.000000 Penalty: 5333.008789
	Iteration 1F: 3 clusters Score -8970403 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25623 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -8970868.000000 Penalty: 5333.008789
	Iteration 2Q: 3 clusters Score -8970868 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 20017 members 
Entering Unmasked Estep 
Score: -8971419.000000 Penalty: 5333.008789
	Iteration 3Q: 3 clusters Score -8971419 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28261 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -8972156.000000 Penalty: 5333.008789
	Iteration 4Q: 3 clusters Score -8972156 nChanged 2332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -8973186.000000 Penalty: 5333.008789
	Iteration 5Q: 3 clusters Score -8973186 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -8974751.000000 Penalty: 5333.008789
	Iteration 6F: 3 clusters Score -8974751 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36405 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -8976814.000000 Penalty: 5333.008789
	Iteration 7F: 3 clusters Score -8976814 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39764 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -8979190.000000 Penalty: 5333.008789
	Iteration 8F: 3 clusters Score -8979190 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -8980931.000000 Penalty: 5333.008789
	Iteration 9F: 3 clusters Score -8980931 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44585 members 
Mstep: Class 2 contains 2140 members 
Entering Unmasked Estep 
Score: -8981837.000000 Penalty: 5333.008789
	Iteration 10Q: 3 clusters Score -8981837 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45605 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -8982160.000000 Penalty: 5333.008789
	Iteration 11Q: 3 clusters Score -8982160 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46048 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -8982236.000000 Penalty: 5333.008789
	Iteration 12Q: 3 clusters Score -8982236 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46224 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8982330.000000 Penalty: 5333.008789
	Iteration 13Q: 3 clusters Score -8982330 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46314 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8982382.000000 Penalty: 5333.008789
	Iteration 14Q: 3 clusters Score -8982382 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46365 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -8982412.000000 Penalty: 5333.008789
	Iteration 15Q: 3 clusters Score -8982412 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8982449.000000 Penalty: 5333.008789
	Iteration 16Q: 3 clusters Score -8982449 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46401 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -8982458.000000 Penalty: 5333.008789
	Iteration 17Q: 3 clusters Score -8982458 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46410 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8982456.000000 Penalty: 5333.008789
	Iteration 18Q: 3 clusters Score -8982456 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46418 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8982464.000000 Penalty: 5333.008789
	Iteration 19Q: 3 clusters Score -8982464 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46417 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8982466.000000 Penalty: 5333.008789
	Iteration 20F: 3 clusters Score -8982466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46419 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -8982473.000000 Penalty: 5333.008789
	Iteration 21Q: 3 clusters Score -8982473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46422 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8982478.000000 Penalty: 5333.008789
	Iteration 22Q: 3 clusters Score -8982478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46424 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8982472.000000 Penalty: 5333.008789
	Iteration 23Q: 3 clusters Score -8982472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46425 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8982475.000000 Penalty: 5333.008789
	Iteration 24Q: 3 clusters Score -8982475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46427 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -8982482.000000 Penalty: 5333.008789
	Iteration 25Q: 3 clusters Score -8982482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46429 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8982492.000000 Penalty: 5333.008789
	Iteration 26Q: 3 clusters Score -8982492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8982487.000000 Penalty: 5333.008789
	Iteration 27Q: 3 clusters Score -8982487 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -8982489.000000 Penalty: 5333.008789
	Iteration 28Q: 3 clusters Score -8982489 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46437 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8982490.000000 Penalty: 5333.008789
	Iteration 29Q: 3 clusters Score -8982490 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -8982496.000000 Penalty: 5333.008789
	Iteration 30Q: 3 clusters Score -8982496 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8982500.000000 Penalty: 5333.008789
	Iteration 31Q: 3 clusters Score -8982500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46440 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -8982500.000000 Penalty: 5333.008789
	Iteration 32F: 3 clusters Score -8982500 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46093 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Entering Unmasked Estep 
Score: -8695979.000000 Penalty: 2663.127441
	Iteration 0F: 2 clusters Score -8695979 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23084 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -8668393.000000 Penalty: 5326.254883
	Iteration 0F: 3 clusters Score -8668393 nChanged 21116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23228 members 
Mstep: Class 2 contains 22865 members 
Entering Unmasked Estep 
Score: -8680101.000000 Penalty: 5326.254883
	Iteration 1F: 3 clusters Score -8680101 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 22719 members 
Entering Unmasked Estep 
Score: -8680565.000000 Penalty: 5326.254883
	Iteration 2Q: 3 clusters Score -8680565 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23568 members 
Mstep: Class 2 contains 22525 members 
Entering Unmasked Estep 
Score: -8680917.000000 Penalty: 5326.254883
	Iteration 3Q: 3 clusters Score -8680917 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 22297 members 
Entering Unmasked Estep 
Score: -8681322.000000 Penalty: 5326.254883
	Iteration 4Q: 3 clusters Score -8681322 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 22020 members 
Entering Unmasked Estep 
Score: -8681724.000000 Penalty: 5326.254883
	Iteration 5Q: 3 clusters Score -8681724 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24403 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -8682146.000000 Penalty: 5326.254883
	Iteration 6Q: 3 clusters Score -8682146 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24804 members 
Mstep: Class 2 contains 21289 members 
Entering Unmasked Estep 
Score: -8682608.000000 Penalty: 5326.254883
	Iteration 7Q: 3 clusters Score -8682608 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 20758 members 
Entering Unmasked Estep 
Score: -8683230.000000 Penalty: 5326.254883
	Iteration 8Q: 3 clusters Score -8683230 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25906 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -8683991.000000 Penalty: 5326.254883
	Iteration 9Q: 3 clusters Score -8683991 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26671 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
Score: -8685149.000000 Penalty: 5326.254883
	Iteration 10Q: 3 clusters Score -8685149 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -8686631.000000 Penalty: 5326.254883
	Iteration 11F: 3 clusters Score -8686631 nChanged 2407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -8688225.000000 Penalty: 5326.254883
	Iteration 12F: 3 clusters Score -8688225 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 17242 members 
Entering Unmasked Estep 
Score: -8689667.000000 Penalty: 5326.254883
	Iteration 13F: 3 clusters Score -8689667 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29286 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -8690528.000000 Penalty: 5326.254883
	Iteration 14Q: 3 clusters Score -8690528 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -8690869.000000 Penalty: 5326.254883
	Iteration 15Q: 3 clusters Score -8690869 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 16237 members 
Entering Unmasked Estep 
Score: -8691062.000000 Penalty: 5326.254883
	Iteration 16Q: 3 clusters Score -8691062 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30049 members 
Mstep: Class 2 contains 16044 members 
Entering Unmasked Estep 
Score: -8691158.000000 Penalty: 5326.254883
	Iteration 17Q: 3 clusters Score -8691158 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -8691270.000000 Penalty: 5326.254883
	Iteration 18Q: 3 clusters Score -8691270 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30381 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8691398 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30540 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8691484 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 15423 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8691594 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -8691634.000000 Penalty: 5326.254883
	Iteration 22Q: 3 clusters Score -8691634 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Mstep: Class 2 contains 15168 members 
Entering Unmasked Estep 
Score: -8691687.000000 Penalty: 5326.254883
	Iteration 23Q: 3 clusters Score -8691687 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31031 members 
Mstep: Class 2 contains 15062 members 
Entering Unmasked Estep 
Score: -8691758.000000 Penalty: 5326.254883
	Iteration 24Q: 3 clusters Score -8691758 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31150 members 
Mstep: Class 2 contains 14943 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8691845 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -8691920.000000 Penalty: 5326.254883
	Iteration 26Q: 3 clusters Score -8691920 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 14691 members 
Entering Unmasked Estep 
Score: -8692014.000000 Penalty: 5326.254883
	Iteration 27Q: 3 clusters Score -8692014 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31469 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8692093 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 14581 members 
Entering Unmasked Estep 
Score: -8692135.000000 Penalty: 5326.254883
	Iteration 29Q: 3 clusters Score -8692135 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 14576 members 
Entering Unmasked Estep 
Score: -8692179.000000 Penalty: 5326.254883
	Iteration 30Q: 3 clusters Score -8692179 nChanged 342
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31495 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -8692190.000000 Penalty: 5326.254883
	Iteration 31Q: 3 clusters Score -8692190 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 14625 members 
Entering Unmasked Estep 
Score: -8692254.000000 Penalty: 5326.254883
	Iteration 32Q: 3 clusters Score -8692254 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 14664 members 
Entering Unmasked Estep 
Score: -8692268.000000 Penalty: 5326.254883
	Iteration 33Q: 3 clusters Score -8692268 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 14717 members 
Entering Unmasked Estep 
Score: -8692334.000000 Penalty: 5326.254883
	Iteration 34Q: 3 clusters Score -8692334 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 14777 members 
Entering Unmasked Estep 
Score: -8692342.000000 Penalty: 5326.254883
	Iteration 35Q: 3 clusters Score -8692342 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31244 members 
Mstep: Class 2 contains 14849 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8692375 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 14935 members 
Entering Unmasked Estep 
Score: -8692433.000000 Penalty: 5326.254883
	Iteration 37Q: 3 clusters Score -8692433 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -8692460.000000 Penalty: 5326.254883
	Iteration 38Q: 3 clusters Score -8692460 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30939 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -8692519.000000 Penalty: 5326.254883
	Iteration 39Q: 3 clusters Score -8692519 nChanged 267
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30824 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -8692534.000000 Penalty: 5326.254883
	Iteration 40F: 3 clusters Score -8692534 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30721 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -8692614.000000 Penalty: 5326.254883
	Iteration 41Q: 3 clusters Score -8692614 nChanged 229
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30638 members 
Mstep: Class 2 contains 15455 members 
Entering Unmasked Estep 
Score: -8692622.000000 Penalty: 5326.254883
	Iteration 42Q: 3 clusters Score -8692622 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30575 members 
Mstep: Class 2 contains 15518 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8692645 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 15590 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8692660 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30466 members 
Mstep: Class 2 contains 15627 members 
Entering Unmasked Estep 
Score: -8692664.000000 Penalty: 5326.254883
	Iteration 45Q: 3 clusters Score -8692664 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8692698 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 15723 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8692698 nChanged 145
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -8692709.000000 Penalty: 5326.254883
	Iteration 48Q: 3 clusters Score -8692709 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -8692715.000000 Penalty: 5326.254883
	Iteration 49Q: 3 clusters Score -8692715 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30294 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -8692705.000000 Penalty: 5326.254883
	Iteration 50Q: 3 clusters Score -8692705 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30296 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -8692727.000000 Penalty: 5326.254883
	Iteration 51Q: 3 clusters Score -8692727 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30313 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8692719 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -8692749.000000 Penalty: 5326.254883
	Iteration 53Q: 3 clusters Score -8692749 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30339 members 
Mstep: Class 2 contains 15754 members 
Entering Unmasked Estep 
Score: -8692737.000000 Penalty: 5326.254883
	Iteration 54Q: 3 clusters Score -8692737 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30355 members 
Mstep: Class 2 contains 15738 members 
Entering Unmasked Estep 
Score: -8692760.000000 Penalty: 5326.254883
	Iteration 55Q: 3 clusters Score -8692760 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30367 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -8692780.000000 Penalty: 5326.254883
	Iteration 56Q: 3 clusters Score -8692780 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30372 members 
Mstep: Class 2 contains 15721 members 
Entering Unmasked Estep 
Score: -8692783.000000 Penalty: 5326.254883
	Iteration 57Q: 3 clusters Score -8692783 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30390 members 
Mstep: Class 2 contains 15703 members 
Entering Unmasked Estep 
Score: -8692826.000000 Penalty: 5326.254883
	Iteration 58Q: 3 clusters Score -8692826 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -8692818.000000 Penalty: 5326.254883
	Iteration 59Q: 3 clusters Score -8692818 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30418 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -8692805.000000 Penalty: 5326.254883
	Iteration 60F: 3 clusters Score -8692805 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -8692813.000000 Penalty: 5326.254883
	Iteration 61Q: 3 clusters Score -8692813 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30413 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8692813 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -8692821.000000 Penalty: 5326.254883
	Iteration 63Q: 3 clusters Score -8692821 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -8692802.000000 Penalty: 5326.254883
	Iteration 64Q: 3 clusters Score -8692802 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -8692808.000000 Penalty: 5326.254883
	Iteration 65Q: 3 clusters Score -8692808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 15678 members 
Entering Unmasked Estep 
Score: -8692825.000000 Penalty: 5326.254883
	Iteration 66Q: 3 clusters Score -8692825 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -8692833.000000 Penalty: 5326.254883
	Iteration 67Q: 3 clusters Score -8692833 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30427 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -8692827.000000 Penalty: 5326.254883
	Iteration 68Q: 3 clusters Score -8692827 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30433 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -8692823.000000 Penalty: 5326.254883
	Iteration 69Q: 3 clusters Score -8692823 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -8692826.000000 Penalty: 5326.254883
	Iteration 70Q: 3 clusters Score -8692826 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8692833 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 15653 members 
Entering Unmasked Estep 
Score: -8692837.000000 Penalty: 5326.254883
	Iteration 72Q: 3 clusters Score -8692837 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 15657 members 
Entering Unmasked Estep 
Score: -8692830.000000 Penalty: 5326.254883
	Iteration 73Q: 3 clusters Score -8692830 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8692837 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30438 members 
Mstep: Class 2 contains 15655 members 
Entering Unmasked Estep 
Score: -8692840.000000 Penalty: 5326.254883
	Iteration 75Q: 3 clusters Score -8692840 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30437 members 
Mstep: Class 2 contains 15656 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8692830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 15659 members 
Entering Unmasked Estep 
Score: -8692841.000000 Penalty: 5326.254883
	Iteration 77Q: 3 clusters Score -8692841 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30435 members 
Mstep: Class 2 contains 15658 members 
Entering Unmasked Estep 
Score: -8692837.000000 Penalty: 5326.254883
	Iteration 78Q: 3 clusters Score -8692837 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 15661 members 
Entering Unmasked Estep 
Score: -8692843.000000 Penalty: 5326.254883
	Iteration 79Q: 3 clusters Score -8692843 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -8692833.000000 Penalty: 5326.254883
	Iteration 80F: 3 clusters Score -8692833 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30428 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -8692839.000000 Penalty: 5326.254883
	Iteration 81Q: 3 clusters Score -8692839 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -8692839.000000 Penalty: 5326.254883
	Iteration 82Q: 3 clusters Score -8692839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -8692839.000000 Penalty: 5326.254883
	Iteration 83Q: 3 clusters Score -8692839 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30423 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -8692837.000000 Penalty: 5326.254883
	Iteration 84Q: 3 clusters Score -8692837 nChanged 6
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -8692836.000000 Penalty: 5326.254883
	Iteration 85Q: 3 clusters Score -8692836 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -8692829.000000 Penalty: 5326.254883
	Iteration 86Q: 3 clusters Score -8692829 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30419 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -8692835.000000 Penalty: 5326.254883
	Iteration 87Q: 3 clusters Score -8692835 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30422 members 
Mstep: Class 2 contains 15671 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8692837 nChanged 13
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8692840.000000 Penalty: 5326.254883
	Iteration 89Q: 3 clusters Score -8692840 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30425 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -8692836.000000 Penalty: 5326.254883
	Iteration 90Q: 3 clusters Score -8692836 nChanged 14
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8692821.000000 Penalty: 5326.254883
	Iteration 91Q: 3 clusters Score -8692821 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -8692838.000000 Penalty: 5326.254883
	Iteration 92Q: 3 clusters Score -8692838 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8692835 nChanged 8
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -8692830.000000 Penalty: 5326.254883
	Iteration 94Q: 3 clusters Score -8692830 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -8692821.000000 Penalty: 5326.254883
	Iteration 95Q: 3 clusters Score -8692821 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8692815.000000 Penalty: 5326.254883
	Iteration 96Q: 3 clusters Score -8692815 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -8692816.000000 Penalty: 5326.254883
	Iteration 97Q: 3 clusters Score -8692816 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -8692813.000000 Penalty: 5326.254883
	Iteration 98Q: 3 clusters Score -8692813 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -8692824.000000 Penalty: 5326.254883
	Iteration 99Q: 3 clusters Score -8692824 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8692821 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8692800 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -8692803.000000 Penalty: 5326.254883
	Iteration 102Q: 3 clusters Score -8692803 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8692794 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -8692801.000000 Penalty: 5326.254883
	Iteration 104Q: 3 clusters Score -8692801 nChanged 11
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8692801 nChanged 12
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8692798 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8692793 nChanged 10
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8692798 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 15677 members 
Entering Unmasked Estep 
Score: -8692790.000000 Penalty: 5326.254883
	Iteration 109Q: 3 clusters Score -8692790 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8692787 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -8692788.000000 Penalty: 5326.254883
	Iteration 111Q: 3 clusters Score -8692788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -8692786.000000 Penalty: 5326.254883
	Iteration 112Q: 3 clusters Score -8692786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -8692788.000000 Penalty: 5326.254883
	Iteration 113Q: 3 clusters Score -8692788 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -8692792.000000 Penalty: 5326.254883
	Iteration 114Q: 3 clusters Score -8692792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -8692796.000000 Penalty: 5326.254883
	Iteration 115Q: 3 clusters Score -8692796 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30401 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -8692804.000000 Penalty: 5326.254883
	Iteration 116Q: 3 clusters Score -8692804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -8692805.000000 Penalty: 5326.254883
	Iteration 117Q: 3 clusters Score -8692805 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -8692808.000000 Penalty: 5326.254883
	Iteration 118Q: 3 clusters Score -8692808 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 15689 members 
Entering Unmasked Estep 
Score: -8692806.000000 Penalty: 5326.254883
	Iteration 119Q: 3 clusters Score -8692806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30406 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -8692802.000000 Penalty: 5326.254883
	Iteration 120F: 3 clusters Score -8692802 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -8692801.000000 Penalty: 5326.254883
	Iteration 121Q: 3 clusters Score -8692801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -8692810.000000 Penalty: 5326.254883
	Iteration 122Q: 3 clusters Score -8692810 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -8692815.000000 Penalty: 5326.254883
	Iteration 123Q: 3 clusters Score -8692815 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -8692812.000000 Penalty: 5326.254883
	Iteration 124Q: 3 clusters Score -8692812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -8692819.000000 Penalty: 5326.254883
	Iteration 125Q: 3 clusters Score -8692819 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -8692817.000000 Penalty: 5326.254883
	Iteration 126Q: 3 clusters Score -8692817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30400 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -8692818.000000 Penalty: 5326.254883
	Iteration 127Q: 3 clusters Score -8692818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -8692824.000000 Penalty: 5326.254883
	Iteration 128Q: 3 clusters Score -8692824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30396 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -8692822.000000 Penalty: 5326.254883
	Iteration 129Q: 3 clusters Score -8692822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -8692816.000000 Penalty: 5326.254883
	Iteration 130Q: 3 clusters Score -8692816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -8692812.000000 Penalty: 5326.254883
	Iteration 131Q: 3 clusters Score -8692812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30402 members 
Mstep: Class 2 contains 15691 members 
Entering Unmasked Estep 
Score: -8692814.000000 Penalty: 5326.254883
	Iteration 132Q: 3 clusters Score -8692814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 15690 members 
Entering Unmasked Estep 
Score: -8692814.000000 Penalty: 5326.254883
	Iteration 133Q: 3 clusters Score -8692814 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30405 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -8692815.000000 Penalty: 5326.254883
	Iteration 134Q: 3 clusters Score -8692815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -8692808.000000 Penalty: 5326.254883
	Iteration 135Q: 3 clusters Score -8692808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30408 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -8692808.000000 Penalty: 5326.254883
	Iteration 136Q: 3 clusters Score -8692808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30409 members 
Mstep: Class 2 contains 15684 members 
Entering Unmasked Estep 
Score: -8692811.000000 Penalty: 5326.254883
	Iteration 137Q: 3 clusters Score -8692811 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -8692813.000000 Penalty: 5326.254883
	Iteration 138Q: 3 clusters Score -8692813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -8692808.000000 Penalty: 5326.254883
	Iteration 139Q: 3 clusters Score -8692808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30410 members 
Mstep: Class 2 contains 15683 members 
Entering Unmasked Estep 
Score: -8692807.000000 Penalty: 5326.254883
	Iteration 140F: 3 clusters Score -8692807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 15682 members 
Entering Unmasked Estep 
Score: -8692809.000000 Penalty: 5326.254883
	Iteration 141Q: 3 clusters Score -8692809 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -8692808.000000 Penalty: 5326.254883
	Iteration 142Q: 3 clusters Score -8692808 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 15681 members 
Entering Unmasked Estep 
Score: -8692808.000000 Penalty: 5326.254883
	Iteration 143F: 3 clusters Score -8692808 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Entering Unmasked Estep 
Score: -89996.765625 Penalty: 1541.718262
	Iteration 0F: 2 clusters Score -89996.77 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -88581.289062 Penalty: 3083.436523
	Iteration 0F: 3 clusters Score -88581.29 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -88814.921875 Penalty: 3083.436523
	Iteration 1F: 3 clusters Score -88814.92 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -88888.148438 Penalty: 3083.436523
	Iteration 2Q: 3 clusters Score -88888.15 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -88934.578125 Penalty: 3083.436523
	Iteration 3Q: 3 clusters Score -88934.58 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -89017.523438 Penalty: 3083.436523
	Iteration 4Q: 3 clusters Score -89017.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -89095.585938 Penalty: 3083.436523
	Iteration 5Q: 3 clusters Score -89095.59 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -89159.593750 Penalty: 3083.436523
	Iteration 6Q: 3 clusters Score -89159.59 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -89204.578125 Penalty: 3083.436523
	Iteration 7Q: 3 clusters Score -89204.58 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -89245.039062 Penalty: 3083.436523
	Iteration 8Q: 3 clusters Score -89245.04 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -89277.945312 Penalty: 3083.436523
	Iteration 9Q: 3 clusters Score -89277.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -89360.914062 Penalty: 3083.436523
	Iteration 10Q: 3 clusters Score -89360.91 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -89454.937500 Penalty: 3083.436523
	Iteration 11Q: 3 clusters Score -89454.94 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89517.617188 Penalty: 3083.436523
	Iteration 12Q: 3 clusters Score -89517.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -89586.015625 Penalty: 3083.436523
	Iteration 13Q: 3 clusters Score -89586.02 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89665.234375 Penalty: 3083.436523
	Iteration 14Q: 3 clusters Score -89665.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -89735.000000 Penalty: 3083.436523
	Iteration 15Q: 3 clusters Score -89735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -89753.460938 Penalty: 3083.436523
	Iteration 16Q: 3 clusters Score -89753.46 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -89773.632812 Penalty: 3083.436523
	Iteration 17Q: 3 clusters Score -89773.63 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -89781.554688 Penalty: 3083.436523
	Iteration 18Q: 3 clusters Score -89781.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -89784.640625 Penalty: 3083.436523
	Iteration 19Q: 3 clusters Score -89784.64 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -89784.640625 Penalty: 3083.436523
	Iteration 20F: 3 clusters Score -89784.64 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -151752.640625 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -151752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -149950.390625 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -149950.4 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -150199.765625 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -150199.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -150287.656250 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -150287.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -150333.484375 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -150333.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -150369.656250 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -150369.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -150387.687500 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -150387.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -150409.875000 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -150409.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -150431.750000 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -150431.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -150454.218750 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -150454.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -150457.468750 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -150457.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -150458.500000 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -150458.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -150461.968750 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -150462 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -150466.359375 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -150466.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -150469.734375 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -150469.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -150471.406250 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -150471.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -150471.406250 Penalty: 3344.468994
	Iteration 15F: 3 clusters Score -150471.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24504 members 
Entering Unmasked Estep 
Score: -4946671.000000 Penalty: 2506.434570
	Iteration 0F: 2 clusters Score -4946671 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12223 members 
Mstep: Class 2 contains 12281 members 
Entering Unmasked Estep 
Score: -4930960.500000 Penalty: 5012.869141
	Iteration 0F: 3 clusters Score -4930960 nChanged 10948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11753 members 
Mstep: Class 2 contains 12751 members 
Entering Unmasked Estep 
Score: -4936875.000000 Penalty: 5012.869141
	Iteration 1F: 3 clusters Score -4936875 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -4937359.000000 Penalty: 5012.869141
	Iteration 2F: 3 clusters Score -4937359 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10823 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -4937781.000000 Penalty: 5012.869141
	Iteration 3Q: 3 clusters Score -4937781 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10085 members 
Mstep: Class 2 contains 14419 members 
Entering Unmasked Estep 
Score: -4938296.000000 Penalty: 5012.869141
	Iteration 4Q: 3 clusters Score -4938296 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 15272 members 
Entering Unmasked Estep 
Score: -4938808.000000 Penalty: 5012.869141
	Iteration 5Q: 3 clusters Score -4938808 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8276 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -4939401.500000 Penalty: 5012.869141
	Iteration 6Q: 3 clusters Score -4939402 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4940090.000000 Penalty: 5012.869141
	Iteration 7F: 3 clusters Score -4940090 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 18328 members 
Entering Unmasked Estep 
Score: -4940863.500000 Penalty: 5012.869141
	Iteration 8F: 3 clusters Score -4940864 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5278 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -4941681.500000 Penalty: 5012.869141
	Iteration 9Q: 3 clusters Score -4941682 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4598 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -4942427.500000 Penalty: 5012.869141
	Iteration 10Q: 3 clusters Score -4942428 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 20383 members 
Entering Unmasked Estep 
Score: -4943009.000000 Penalty: 5012.869141
	Iteration 11Q: 3 clusters Score -4943009 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3800 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -4943435.500000 Penalty: 5012.869141
	Iteration 12Q: 3 clusters Score -4943436 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 20918 members 
Entering Unmasked Estep 
Score: -4943695.000000 Penalty: 5012.869141
	Iteration 13Q: 3 clusters Score -4943695 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3427 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -4943863.500000 Penalty: 5012.869141
	Iteration 14Q: 3 clusters Score -4943864 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3295 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4943990.500000 Penalty: 5012.869141
	Iteration 15Q: 3 clusters Score -4943990 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4944031.500000 Penalty: 5012.869141
	Iteration 16Q: 3 clusters Score -4944032 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3120 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -4944089.000000 Penalty: 5012.869141
	Iteration 17Q: 3 clusters Score -4944089 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4944110.000000 Penalty: 5012.869141
	Iteration 18Q: 3 clusters Score -4944110 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 21491 members 
Entering Unmasked Estep 
Score: -4944133.500000 Penalty: 5012.869141
	Iteration 19Q: 3 clusters Score -4944134 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 21538 members 
Entering Unmasked Estep 
Score: -4944154.500000 Penalty: 5012.869141
	Iteration 20F: 3 clusters Score -4944154 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
Score: -4944159.000000 Penalty: 5012.869141
	Iteration 21Q: 3 clusters Score -4944159 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -4944173.000000 Penalty: 5012.869141
	Iteration 22Q: 3 clusters Score -4944173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4944177.000000 Penalty: 5012.869141
	Iteration 23Q: 3 clusters Score -4944177 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2828 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -4944184.000000 Penalty: 5012.869141
	Iteration 24Q: 3 clusters Score -4944184 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4944208.000000 Penalty: 5012.869141
	Iteration 25Q: 3 clusters Score -4944208 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 21742 members 
Entering Unmasked Estep 
Score: -4944225.500000 Penalty: 5012.869141
	Iteration 26Q: 3 clusters Score -4944226 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 21773 members 
Entering Unmasked Estep 
Score: -4944241.000000 Penalty: 5012.869141
	Iteration 27Q: 3 clusters Score -4944241 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -4944240.500000 Penalty: 5012.869141
	Iteration 28Q: 3 clusters Score -4944240 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2668 members 
Mstep: Class 2 contains 21836 members 
Entering Unmasked Estep 
Score: -4944257.500000 Penalty: 5012.869141
	Iteration 29Q: 3 clusters Score -4944258 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 21860 members 
Entering Unmasked Estep 
Score: -4944275.000000 Penalty: 5012.869141
	Iteration 30Q: 3 clusters Score -4944275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 21872 members 
Entering Unmasked Estep 
Score: -4944276.000000 Penalty: 5012.869141
	Iteration 31Q: 3 clusters Score -4944276 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2620 members 
Mstep: Class 2 contains 21884 members 
Entering Unmasked Estep 
Score: -4944277.500000 Penalty: 5012.869141
	Iteration 32Q: 3 clusters Score -4944278 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4944282.000000 Penalty: 5012.869141
	Iteration 33Q: 3 clusters Score -4944282 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 21895 members 
Entering Unmasked Estep 
Score: -4944291.500000 Penalty: 5012.869141
	Iteration 34Q: 3 clusters Score -4944292 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -4944288.000000 Penalty: 5012.869141
	Iteration 35Q: 3 clusters Score -4944288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 21921 members 
Entering Unmasked Estep 
Score: -4944301.000000 Penalty: 5012.869141
	Iteration 36Q: 3 clusters Score -4944301 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -4944299.500000 Penalty: 5012.869141
	Iteration 37Q: 3 clusters Score -4944300 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4944299.000000 Penalty: 5012.869141
	Iteration 38Q: 3 clusters Score -4944299 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2549 members 
Mstep: Class 2 contains 21955 members 
Entering Unmasked Estep 
Score: -4944294.000000 Penalty: 5012.869141
	Iteration 39Q: 3 clusters Score -4944294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -4944295.500000 Penalty: 5012.869141
	Iteration 40F: 3 clusters Score -4944296 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2547 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -4944291.500000 Penalty: 5012.869141
	Iteration 41Q: 3 clusters Score -4944292 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4944290.500000 Penalty: 5012.869141
	Iteration 42Q: 3 clusters Score -4944290 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -4944303.500000 Penalty: 5012.869141
	Iteration 43Q: 3 clusters Score -4944304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -4944301.000000 Penalty: 5012.869141
	Iteration 44Q: 3 clusters Score -4944301 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4944305.500000 Penalty: 5012.869141
	Iteration 45Q: 3 clusters Score -4944306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 21954 members 
Entering Unmasked Estep 
Score: -4944304.000000 Penalty: 5012.869141
	Iteration 46Q: 3 clusters Score -4944304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -4944301.000000 Penalty: 5012.869141
	Iteration 47Q: 3 clusters Score -4944301 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -4944302.500000 Penalty: 5012.869141
	Iteration 48Q: 3 clusters Score -4944302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -4944302.000000 Penalty: 5012.869141
	Iteration 49Q: 3 clusters Score -4944302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 21958 members 
Entering Unmasked Estep 
Score: -4944299.500000 Penalty: 5012.869141
	Iteration 50Q: 3 clusters Score -4944300 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 21961 members 
Entering Unmasked Estep 
Score: -4944299.500000 Penalty: 5012.869141
	Iteration 51Q: 3 clusters Score -4944300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -4944300.500000 Penalty: 5012.869141
	Iteration 52Q: 3 clusters Score -4944300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2541 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -4944305.000000 Penalty: 5012.869141
	Iteration 53Q: 3 clusters Score -4944305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -4944296.500000 Penalty: 5012.869141
	Iteration 54Q: 3 clusters Score -4944296 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -4944296.500000 Penalty: 5012.869141
	Iteration 55F: 3 clusters Score -4944296 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (36145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Entering Unmasked Estep 
Score: -6895019.500000 Penalty: 2602.832764
	Iteration 0F: 2 clusters Score -6895020 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 18221 members 
Entering Unmasked Estep 
Score: -6871354.000000 Penalty: 5205.665527
	Iteration 0F: 3 clusters Score -6871354 nChanged 16379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -6880479.500000 Penalty: 5205.665527
	Iteration 1F: 3 clusters Score -6880480 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16944 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -6881044.500000 Penalty: 5205.665527
	Iteration 2Q: 3 clusters Score -6881044 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16345 members 
Mstep: Class 2 contains 19800 members 
Entering Unmasked Estep 
Score: -6881731.500000 Penalty: 5205.665527
	Iteration 3Q: 3 clusters Score -6881732 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 20569 members 
Entering Unmasked Estep 
Score: -6882650.500000 Penalty: 5205.665527
	Iteration 4Q: 3 clusters Score -6882650 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14681 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -6883770.000000 Penalty: 5205.665527
	Iteration 5Q: 3 clusters Score -6883770 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13730 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -6885072.000000 Penalty: 5205.665527
	Iteration 6Q: 3 clusters Score -6885072 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12775 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -6886493.500000 Penalty: 5205.665527
	Iteration 7F: 3 clusters Score -6886494 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11914 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -6887758.500000 Penalty: 5205.665527
	Iteration 8Q: 3 clusters Score -6887758 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11180 members 
Mstep: Class 2 contains 24965 members 
Entering Unmasked Estep 
Score: -6888886.500000 Penalty: 5205.665527
	Iteration 9Q: 3 clusters Score -6888886 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10754 members 
Mstep: Class 2 contains 25391 members 
Entering Unmasked Estep 
Score: -6889810.500000 Penalty: 5205.665527
	Iteration 10Q: 3 clusters Score -6889810 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10530 members 
Mstep: Class 2 contains 25615 members 
Entering Unmasked Estep 
Score: -6890518.500000 Penalty: 5205.665527
	Iteration 11Q: 3 clusters Score -6890518 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10497 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -6891080.500000 Penalty: 5205.665527
	Iteration 12Q: 3 clusters Score -6891080 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10558 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -6891525.500000 Penalty: 5205.665527
	Iteration 13Q: 3 clusters Score -6891526 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 25449 members 
Entering Unmasked Estep 
Score: -6891758.500000 Penalty: 5205.665527
	Iteration 14Q: 3 clusters Score -6891758 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10841 members 
Mstep: Class 2 contains 25304 members 
Entering Unmasked Estep 
Score: -6891903.000000 Penalty: 5205.665527
	Iteration 15Q: 3 clusters Score -6891903 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 25192 members 
Entering Unmasked Estep 
Score: -6892048.000000 Penalty: 5205.665527
	Iteration 16Q: 3 clusters Score -6892048 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 25044 members 
Entering Unmasked Estep 
Score: -6892119.500000 Penalty: 5205.665527
	Iteration 17Q: 3 clusters Score -6892120 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11256 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -6892205.500000 Penalty: 5205.665527
	Iteration 18Q: 3 clusters Score -6892206 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 24710 members 
Entering Unmasked Estep 
Score: -6892274.500000 Penalty: 5205.665527
	Iteration 19Q: 3 clusters Score -6892274 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11636 members 
Mstep: Class 2 contains 24509 members 
Entering Unmasked Estep 
Score: -6892340.000000 Penalty: 5205.665527
	Iteration 20F: 3 clusters Score -6892340 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11838 members 
Mstep: Class 2 contains 24307 members 
Entering Unmasked Estep 
Score: -6892420.000000 Penalty: 5205.665527
	Iteration 21Q: 3 clusters Score -6892420 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -6892506.500000 Penalty: 5205.665527
	Iteration 22Q: 3 clusters Score -6892506 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12270 members 
Mstep: Class 2 contains 23875 members 
Entering Unmasked Estep 
Score: -6892586.500000 Penalty: 5205.665527
	Iteration 23Q: 3 clusters Score -6892586 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12491 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
Score: -6892635.000000 Penalty: 5205.665527
	Iteration 24Q: 3 clusters Score -6892635 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -6892690.500000 Penalty: 5205.665527
	Iteration 25Q: 3 clusters Score -6892690 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12954 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
Score: -6892796.000000 Penalty: 5205.665527
	Iteration 26Q: 3 clusters Score -6892796 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13177 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -6892871.000000 Penalty: 5205.665527
	Iteration 27Q: 3 clusters Score -6892871 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13424 members 
Mstep: Class 2 contains 22721 members 
Entering Unmasked Estep 
Score: -6892986.500000 Penalty: 5205.665527
	Iteration 28Q: 3 clusters Score -6892986 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13629 members 
Mstep: Class 2 contains 22516 members 
Entering Unmasked Estep 
Score: -6893088.500000 Penalty: 5205.665527
	Iteration 29Q: 3 clusters Score -6893088 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
Score: -6893118.500000 Penalty: 5205.665527
	Iteration 30Q: 3 clusters Score -6893118 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13938 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -6893172.000000 Penalty: 5205.665527
	Iteration 31Q: 3 clusters Score -6893172 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 22064 members 
Entering Unmasked Estep 
Score: -6893218.000000 Penalty: 5205.665527
	Iteration 32Q: 3 clusters Score -6893218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14189 members 
Mstep: Class 2 contains 21956 members 
Entering Unmasked Estep 
Score: -6893238.500000 Penalty: 5205.665527
	Iteration 33Q: 3 clusters Score -6893238 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14277 members 
Mstep: Class 2 contains 21868 members 
Entering Unmasked Estep 
Score: -6893250.500000 Penalty: 5205.665527
	Iteration 34Q: 3 clusters Score -6893250 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 21787 members 
Entering Unmasked Estep 
Score: -6893267.500000 Penalty: 5205.665527
	Iteration 35Q: 3 clusters Score -6893268 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -6893261.500000 Penalty: 5205.665527
	Iteration 36Q: 3 clusters Score -6893262 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14501 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -6893274.500000 Penalty: 5205.665527
	Iteration 37Q: 3 clusters Score -6893274 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -6893265.500000 Penalty: 5205.665527
	Iteration 38Q: 3 clusters Score -6893266 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 21549 members 
Entering Unmasked Estep 
Score: -6893276.500000 Penalty: 5205.665527
	Iteration 39Q: 3 clusters Score -6893276 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14646 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -6893270.500000 Penalty: 5205.665527
	Iteration 40F: 3 clusters Score -6893270 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14691 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -6893277.500000 Penalty: 5205.665527
	Iteration 41Q: 3 clusters Score -6893278 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -6893307.000000 Penalty: 5205.665527
	Iteration 42Q: 3 clusters Score -6893307 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14756 members 
Mstep: Class 2 contains 21389 members 
Entering Unmasked Estep 
Score: -6893298.500000 Penalty: 5205.665527
	Iteration 43Q: 3 clusters Score -6893298 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 21368 members 
Entering Unmasked Estep 
Score: -6893305.500000 Penalty: 5205.665527
	Iteration 44Q: 3 clusters Score -6893306 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14796 members 
Mstep: Class 2 contains 21349 members 
Entering Unmasked Estep 
Score: -6893296.500000 Penalty: 5205.665527
	Iteration 45Q: 3 clusters Score -6893296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14807 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -6893301.500000 Penalty: 5205.665527
	Iteration 46Q: 3 clusters Score -6893302 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 21324 members 
Entering Unmasked Estep 
Score: -6893299.500000 Penalty: 5205.665527
	Iteration 47Q: 3 clusters Score -6893300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 21306 members 
Entering Unmasked Estep 
Score: -6893294.500000 Penalty: 5205.665527
	Iteration 48Q: 3 clusters Score -6893294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 21294 members 
Entering Unmasked Estep 
Score: -6893296.000000 Penalty: 5205.665527
	Iteration 49Q: 3 clusters Score -6893296 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14858 members 
Mstep: Class 2 contains 21287 members 
Entering Unmasked Estep 
Score: -6893292.000000 Penalty: 5205.665527
	Iteration 50Q: 3 clusters Score -6893292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14866 members 
Mstep: Class 2 contains 21279 members 
Entering Unmasked Estep 
Score: -6893305.000000 Penalty: 5205.665527
	Iteration 51Q: 3 clusters Score -6893305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14876 members 
Mstep: Class 2 contains 21269 members 
Entering Unmasked Estep 
Score: -6893299.500000 Penalty: 5205.665527
	Iteration 52Q: 3 clusters Score -6893300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14883 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
Score: -6893302.000000 Penalty: 5205.665527
	Iteration 53Q: 3 clusters Score -6893302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14887 members 
Mstep: Class 2 contains 21258 members 
Entering Unmasked Estep 
Score: -6893290.000000 Penalty: 5205.665527
	Iteration 54Q: 3 clusters Score -6893290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -6893291.500000 Penalty: 5205.665527
	Iteration 55Q: 3 clusters Score -6893292 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -6893290.500000 Penalty: 5205.665527
	Iteration 56Q: 3 clusters Score -6893290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -6893295.500000 Penalty: 5205.665527
	Iteration 57Q: 3 clusters Score -6893296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14905 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -6893290.000000 Penalty: 5205.665527
	Iteration 58Q: 3 clusters Score -6893290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -6893285.000000 Penalty: 5205.665527
	Iteration 59Q: 3 clusters Score -6893285 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14907 members 
Mstep: Class 2 contains 21238 members 
Entering Unmasked Estep 
Score: -6893285.000000 Penalty: 5205.665527
	Iteration 60F: 3 clusters Score -6893285 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18021 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Entering Unmasked Estep 
Score: -3329698.250000 Penalty: 2430.224609
	Iteration 0F: 2 clusters Score -3329698 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3316999.250000 Penalty: 4860.449219
	Iteration 0F: 3 clusters Score -3316999 nChanged 7753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 8626 members 
Entering Unmasked Estep 
Score: -3321238.000000 Penalty: 4860.449219
	Iteration 1F: 3 clusters Score -3321238 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 8452 members 
Entering Unmasked Estep 
Score: -3321655.750000 Penalty: 4860.449219
	Iteration 2F: 3 clusters Score -3321656 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -3322023.750000 Penalty: 4860.449219
	Iteration 3Q: 3 clusters Score -3322024 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10251 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -3322399.000000 Penalty: 4860.449219
	Iteration 4Q: 3 clusters Score -3322399 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10789 members 
Mstep: Class 2 contains 7232 members 
Entering Unmasked Estep 
Score: -3322868.750000 Penalty: 4860.449219
	Iteration 5Q: 3 clusters Score -3322869 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -3323431.000000 Penalty: 4860.449219
	Iteration 6F: 3 clusters Score -3323431 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12468 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -3324161.750000 Penalty: 4860.449219
	Iteration 7F: 3 clusters Score -3324162 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -3325062.500000 Penalty: 4860.449219
	Iteration 8F: 3 clusters Score -3325062 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 3371 members 
Entering Unmasked Estep 
Score: -3326087.000000 Penalty: 4860.449219
	Iteration 9F: 3 clusters Score -3326087 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15631 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -3327015.250000 Penalty: 4860.449219
	Iteration 10F: 3 clusters Score -3327015 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16280 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -3327610.250000 Penalty: 4860.449219
	Iteration 11Q: 3 clusters Score -3327610 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -3327930.500000 Penalty: 4860.449219
	Iteration 12Q: 3 clusters Score -3327930 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -3328117.000000 Penalty: 4860.449219
	Iteration 13Q: 3 clusters Score -3328117 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -3328214.750000 Penalty: 4860.449219
	Iteration 14Q: 3 clusters Score -3328215 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17148 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -3328270.000000 Penalty: 4860.449219
	Iteration 15Q: 3 clusters Score -3328270 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17208 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3328299.750000 Penalty: 4860.449219
	Iteration 16Q: 3 clusters Score -3328300 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -3328325.250000 Penalty: 4860.449219
	Iteration 17Q: 3 clusters Score -3328325 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17273 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -3328341.750000 Penalty: 4860.449219
	Iteration 18Q: 3 clusters Score -3328342 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17293 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3328356.000000 Penalty: 4860.449219
	Iteration 19Q: 3 clusters Score -3328356 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -3328370.000000 Penalty: 4860.449219
	Iteration 20F: 3 clusters Score -3328370 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17310 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -3328372.500000 Penalty: 4860.449219
	Iteration 21Q: 3 clusters Score -3328372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3328376.000000 Penalty: 4860.449219
	Iteration 22Q: 3 clusters Score -3328376 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17326 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3328379.250000 Penalty: 4860.449219
	Iteration 23Q: 3 clusters Score -3328379 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -3328384.750000 Penalty: 4860.449219
	Iteration 24Q: 3 clusters Score -3328385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -3328384.750000 Penalty: 4860.449219
	Iteration 25Q: 3 clusters Score -3328385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -3328391.250000 Penalty: 4860.449219
	Iteration 26Q: 3 clusters Score -3328391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3328393.750000 Penalty: 4860.449219
	Iteration 27Q: 3 clusters Score -3328394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -3328393.000000 Penalty: 4860.449219
	Iteration 28Q: 3 clusters Score -3328393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -3328393.750000 Penalty: 4860.449219
	Iteration 29Q: 3 clusters Score -3328394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -3328391.750000 Penalty: 4860.449219
	Iteration 30Q: 3 clusters Score -3328392 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -3328399.500000 Penalty: 4860.449219
	Iteration 31Q: 3 clusters Score -3328400 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3328393.000000 Penalty: 4860.449219
	Iteration 32Q: 3 clusters Score -3328393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3328395.500000 Penalty: 4860.449219
	Iteration 33Q: 3 clusters Score -3328396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17367 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3328398.250000 Penalty: 4860.449219
	Iteration 34Q: 3 clusters Score -3328398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -3328402.250000 Penalty: 4860.449219
	Iteration 35Q: 3 clusters Score -3328402 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3328402.000000 Penalty: 4860.449219
	Iteration 36Q: 3 clusters Score -3328402 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3328402.000000 Penalty: 4860.449219
	Iteration 37F: 3 clusters Score -3328402 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (30951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30951 members 
Entering Unmasked Estep 
Score: -5881269.000000 Penalty: 2564.359863
	Iteration 0F: 2 clusters Score -5881269 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -5860577.000000 Penalty: 5128.719727
	Iteration 0F: 3 clusters Score -5860577 nChanged 13864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15457 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -5868013.500000 Penalty: 5128.719727
	Iteration 1F: 3 clusters Score -5868014 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 15550 members 
Entering Unmasked Estep 
Score: -5868351.000000 Penalty: 5128.719727
	Iteration 2Q: 3 clusters Score -5868351 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15341 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -5868609.000000 Penalty: 5128.719727
	Iteration 3Q: 3 clusters Score -5868609 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15313 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -5868821.000000 Penalty: 5128.719727
	Iteration 4Q: 3 clusters Score -5868821 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15276 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -5869002.500000 Penalty: 5128.719727
	Iteration 5Q: 3 clusters Score -5869002 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -5869166.500000 Penalty: 5128.719727
	Iteration 6Q: 3 clusters Score -5869166 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -5869286.500000 Penalty: 5128.719727
	Iteration 7Q: 3 clusters Score -5869286 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 15752 members 
Entering Unmasked Estep 
Score: -5869384.000000 Penalty: 5128.719727
	Iteration 8Q: 3 clusters Score -5869384 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15149 members 
Mstep: Class 2 contains 15802 members 
Entering Unmasked Estep 
Score: -5869512.000000 Penalty: 5128.719727
	Iteration 9Q: 3 clusters Score -5869512 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15099 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -5869627.000000 Penalty: 5128.719727
	Iteration 10Q: 3 clusters Score -5869627 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 15906 members 
Entering Unmasked Estep 
Score: -5869792.000000 Penalty: 5128.719727
	Iteration 11Q: 3 clusters Score -5869792 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14997 members 
Mstep: Class 2 contains 15954 members 
Entering Unmasked Estep 
Score: -5869959.000000 Penalty: 5128.719727
	Iteration 12Q: 3 clusters Score -5869959 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 16012 members 
Entering Unmasked Estep 
Score: -5870250.500000 Penalty: 5128.719727
	Iteration 13Q: 3 clusters Score -5870250 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -5870734.000000 Penalty: 5128.719727
	Iteration 14Q: 3 clusters Score -5870734 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14820 members 
Mstep: Class 2 contains 16131 members 
Entering Unmasked Estep 
Score: -5871305.000000 Penalty: 5128.719727
	Iteration 15Q: 3 clusters Score -5871305 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14689 members 
Mstep: Class 2 contains 16262 members 
Entering Unmasked Estep 
Score: -5872140.000000 Penalty: 5128.719727
	Iteration 16Q: 3 clusters Score -5872140 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14461 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -5873144.000000 Penalty: 5128.719727
	Iteration 17Q: 3 clusters Score -5873144 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14077 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -5874318.000000 Penalty: 5128.719727
	Iteration 18F: 3 clusters Score -5874318 nChanged 1582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13611 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -5875385.000000 Penalty: 5128.719727
	Iteration 19F: 3 clusters Score -5875385 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13126 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -5876049.500000 Penalty: 5128.719727
	Iteration 20F: 3 clusters Score -5876050 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 18307 members 
Entering Unmasked Estep 
Score: -5876493.000000 Penalty: 5128.719727
	Iteration 21Q: 3 clusters Score -5876493 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12118 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -5876904.000000 Penalty: 5128.719727
	Iteration 22Q: 3 clusters Score -5876904 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -5877342.000000 Penalty: 5128.719727
	Iteration 23Q: 3 clusters Score -5877342 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 19935 members 
Entering Unmasked Estep 
Score: -5877685.000000 Penalty: 5128.719727
	Iteration 24Q: 3 clusters Score -5877685 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 20432 members 
Entering Unmasked Estep 
Score: -5877987.500000 Penalty: 5128.719727
	Iteration 25Q: 3 clusters Score -5877988 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10053 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -5878204.500000 Penalty: 5128.719727
	Iteration 26Q: 3 clusters Score -5878204 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9631 members 
Mstep: Class 2 contains 21320 members 
Entering Unmasked Estep 
Score: -5878390.500000 Penalty: 5128.719727
	Iteration 27Q: 3 clusters Score -5878390 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -5878528.000000 Penalty: 5128.719727
	Iteration 28Q: 3 clusters Score -5878528 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 22051 members 
Entering Unmasked Estep 
Score: -5878657.000000 Penalty: 5128.719727
	Iteration 29Q: 3 clusters Score -5878657 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 22352 members 
Entering Unmasked Estep 
Score: -5878723.000000 Penalty: 5128.719727
	Iteration 30Q: 3 clusters Score -5878723 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8333 members 
Mstep: Class 2 contains 22618 members 
Entering Unmasked Estep 
Score: -5878816.000000 Penalty: 5128.719727
	Iteration 31Q: 3 clusters Score -5878816 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 22870 members 
Entering Unmasked Estep 
Score: -5878868.500000 Penalty: 5128.719727
	Iteration 32Q: 3 clusters Score -5878868 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 23132 members 
Entering Unmasked Estep 
Score: -5878925.500000 Penalty: 5128.719727
	Iteration 33Q: 3 clusters Score -5878926 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7558 members 
Mstep: Class 2 contains 23393 members 
Entering Unmasked Estep 
Score: -5878995.500000 Penalty: 5128.719727
	Iteration 34Q: 3 clusters Score -5878996 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7328 members 
Mstep: Class 2 contains 23623 members 
Entering Unmasked Estep 
Score: -5879013.000000 Penalty: 5128.719727
	Iteration 35Q: 3 clusters Score -5879013 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7117 members 
Mstep: Class 2 contains 23834 members 
Entering Unmasked Estep 
Score: -5879039.500000 Penalty: 5128.719727
	Iteration 36Q: 3 clusters Score -5879040 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -5879104.000000 Penalty: 5128.719727
	Iteration 37Q: 3 clusters Score -5879104 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6760 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -5879133.500000 Penalty: 5128.719727
	Iteration 38Q: 3 clusters Score -5879134 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6606 members 
Mstep: Class 2 contains 24345 members 
Entering Unmasked Estep 
Score: -5879146.000000 Penalty: 5128.719727
	Iteration 39Q: 3 clusters Score -5879146 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6466 members 
Mstep: Class 2 contains 24485 members 
Entering Unmasked Estep 
Score: -5879184.000000 Penalty: 5128.719727
	Iteration 40F: 3 clusters Score -5879184 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6329 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -5879208.000000 Penalty: 5128.719727
	Iteration 41Q: 3 clusters Score -5879208 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6218 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -5879229.500000 Penalty: 5128.719727
	Iteration 42Q: 3 clusters Score -5879230 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6098 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -5879227.500000 Penalty: 5128.719727
	Iteration 43Q: 3 clusters Score -5879228 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -5879224.500000 Penalty: 5128.719727
	Iteration 44Q: 3 clusters Score -5879224 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 25032 members 
Entering Unmasked Estep 
Score: -5879243.000000 Penalty: 5128.719727
	Iteration 45Q: 3 clusters Score -5879243 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -5879247.500000 Penalty: 5128.719727
	Iteration 46Q: 3 clusters Score -5879248 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5743 members 
Mstep: Class 2 contains 25208 members 
Entering Unmasked Estep 
Score: -5879241.500000 Penalty: 5128.719727
	Iteration 47Q: 3 clusters Score -5879242 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -5879253.500000 Penalty: 5128.719727
	Iteration 48Q: 3 clusters Score -5879254 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -5879292.000000 Penalty: 5128.719727
	Iteration 49Q: 3 clusters Score -5879292 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5499 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -5879300.500000 Penalty: 5128.719727
	Iteration 50Q: 3 clusters Score -5879300 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5414 members 
Mstep: Class 2 contains 25537 members 
Entering Unmasked Estep 
Score: -5879297.000000 Penalty: 5128.719727
	Iteration 51Q: 3 clusters Score -5879297 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5322 members 
Mstep: Class 2 contains 25629 members 
Entering Unmasked Estep 
Score: -5879298.000000 Penalty: 5128.719727
	Iteration 52Q: 3 clusters Score -5879298 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 25718 members 
Entering Unmasked Estep 
Score: -5879314.500000 Penalty: 5128.719727
	Iteration 53Q: 3 clusters Score -5879314 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 25791 members 
Entering Unmasked Estep 
Score: -5879314.500000 Penalty: 5128.719727
	Iteration 54Q: 3 clusters Score -5879314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 25870 members 
Entering Unmasked Estep 
Score: -5879325.500000 Penalty: 5128.719727
	Iteration 55Q: 3 clusters Score -5879326 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -5879337.000000 Penalty: 5128.719727
	Iteration 56Q: 3 clusters Score -5879337 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Mstep: Class 2 contains 26012 members 
Entering Unmasked Estep 
Score: -5879360.000000 Penalty: 5128.719727
	Iteration 57Q: 3 clusters Score -5879360 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4876 members 
Mstep: Class 2 contains 26075 members 
Entering Unmasked Estep 
Score: -5879380.500000 Penalty: 5128.719727
	Iteration 58Q: 3 clusters Score -5879380 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -5879372.500000 Penalty: 5128.719727
	Iteration 59Q: 3 clusters Score -5879372 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4754 members 
Mstep: Class 2 contains 26197 members 
Entering Unmasked Estep 
Score: -5879379.500000 Penalty: 5128.719727
	Iteration 60F: 3 clusters Score -5879380 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -5879381.000000 Penalty: 5128.719727
	Iteration 61Q: 3 clusters Score -5879381 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5879383.000000 Penalty: 5128.719727
	Iteration 62Q: 3 clusters Score -5879383 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5879378.000000 Penalty: 5128.719727
	Iteration 63Q: 3 clusters Score -5879378 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 26374 members 
Entering Unmasked Estep 
Score: -5879369.000000 Penalty: 5128.719727
	Iteration 64Q: 3 clusters Score -5879369 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4534 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -5879378.000000 Penalty: 5128.719727
	Iteration 65Q: 3 clusters Score -5879378 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 26458 members 
Entering Unmasked Estep 
Score: -5879371.000000 Penalty: 5128.719727
	Iteration 66Q: 3 clusters Score -5879371 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4455 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -5879374.500000 Penalty: 5128.719727
	Iteration 67Q: 3 clusters Score -5879374 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 26535 members 
Entering Unmasked Estep 
Score: -5879377.500000 Penalty: 5128.719727
	Iteration 68Q: 3 clusters Score -5879378 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4385 members 
Mstep: Class 2 contains 26566 members 
Entering Unmasked Estep 
Score: -5879365.500000 Penalty: 5128.719727
	Iteration 69Q: 3 clusters Score -5879366 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4358 members 
Mstep: Class 2 contains 26593 members 
Entering Unmasked Estep 
Score: -5879367.000000 Penalty: 5128.719727
	Iteration 70Q: 3 clusters Score -5879367 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5879373.500000 Penalty: 5128.719727
	Iteration 71Q: 3 clusters Score -5879374 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4297 members 
Mstep: Class 2 contains 26654 members 
Entering Unmasked Estep 
Score: -5879376.500000 Penalty: 5128.719727
	Iteration 72Q: 3 clusters Score -5879376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4275 members 
Mstep: Class 2 contains 26676 members 
Entering Unmasked Estep 
Score: -5879383.500000 Penalty: 5128.719727
	Iteration 73Q: 3 clusters Score -5879384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -5879386.000000 Penalty: 5128.719727
	Iteration 74Q: 3 clusters Score -5879386 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 26731 members 
Entering Unmasked Estep 
Score: -5879393.500000 Penalty: 5128.719727
	Iteration 75Q: 3 clusters Score -5879394 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4190 members 
Mstep: Class 2 contains 26761 members 
Entering Unmasked Estep 
Score: -5879402.000000 Penalty: 5128.719727
	Iteration 76Q: 3 clusters Score -5879402 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4153 members 
Mstep: Class 2 contains 26798 members 
Entering Unmasked Estep 
Score: -5879392.500000 Penalty: 5128.719727
	Iteration 77Q: 3 clusters Score -5879392 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 26832 members 
Entering Unmasked Estep 
Score: -5879395.500000 Penalty: 5128.719727
	Iteration 78Q: 3 clusters Score -5879396 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
Score: -5879400.500000 Penalty: 5128.719727
	Iteration 79Q: 3 clusters Score -5879400 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 26895 members 
Entering Unmasked Estep 
Score: -5879412.000000 Penalty: 5128.719727
	Iteration 80F: 3 clusters Score -5879412 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 26924 members 
Entering Unmasked Estep 
Score: -5879417.500000 Penalty: 5128.719727
	Iteration 81Q: 3 clusters Score -5879418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3999 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -5879418.000000 Penalty: 5128.719727
	Iteration 82Q: 3 clusters Score -5879418 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3973 members 
Mstep: Class 2 contains 26978 members 
Entering Unmasked Estep 
Score: -5879415.000000 Penalty: 5128.719727
	Iteration 83Q: 3 clusters Score -5879415 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -5879408.500000 Penalty: 5128.719727
	Iteration 84Q: 3 clusters Score -5879408 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 27025 members 
Entering Unmasked Estep 
Score: -5879415.500000 Penalty: 5128.719727
	Iteration 85Q: 3 clusters Score -5879416 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 27045 members 
Entering Unmasked Estep 
Score: -5879419.000000 Penalty: 5128.719727
	Iteration 86Q: 3 clusters Score -5879419 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3889 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -5879409.000000 Penalty: 5128.719727
	Iteration 87Q: 3 clusters Score -5879409 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -5879408.500000 Penalty: 5128.719727
	Iteration 88Q: 3 clusters Score -5879408 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3853 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -5879421.500000 Penalty: 5128.719727
	Iteration 89Q: 3 clusters Score -5879422 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -5879424.000000 Penalty: 5128.719727
	Iteration 90Q: 3 clusters Score -5879424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3832 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -5879425.000000 Penalty: 5128.719727
	Iteration 91Q: 3 clusters Score -5879425 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3816 members 
Mstep: Class 2 contains 27135 members 
Entering Unmasked Estep 
Score: -5879425.000000 Penalty: 5128.719727
	Iteration 92Q: 3 clusters Score -5879425 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 27153 members 
Entering Unmasked Estep 
Score: -5879418.000000 Penalty: 5128.719727
	Iteration 93Q: 3 clusters Score -5879418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -5879414.500000 Penalty: 5128.719727
	Iteration 94Q: 3 clusters Score -5879414 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -5879413.500000 Penalty: 5128.719727
	Iteration 95Q: 3 clusters Score -5879414 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 27193 members 
Entering Unmasked Estep 
Score: -5879407.000000 Penalty: 5128.719727
	Iteration 96Q: 3 clusters Score -5879407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 27204 members 
Entering Unmasked Estep 
Score: -5879424.000000 Penalty: 5128.719727
	Iteration 97Q: 3 clusters Score -5879424 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -5879417.500000 Penalty: 5128.719727
	Iteration 98Q: 3 clusters Score -5879418 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 27238 members 
Entering Unmasked Estep 
Score: -5879423.500000 Penalty: 5128.719727
	Iteration 99Q: 3 clusters Score -5879424 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 27255 members 
Entering Unmasked Estep 
Score: -5879415.500000 Penalty: 5128.719727
	Iteration 100F: 3 clusters Score -5879416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3679 members 
Mstep: Class 2 contains 27272 members 
Entering Unmasked Estep 
Score: -5879414.500000 Penalty: 5128.719727
	Iteration 101Q: 3 clusters Score -5879414 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 27301 members 
Entering Unmasked Estep 
Score: -5879411.500000 Penalty: 5128.719727
	Iteration 102Q: 3 clusters Score -5879412 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 27315 members 
Entering Unmasked Estep 
Score: -5879412.000000 Penalty: 5128.719727
	Iteration 103Q: 3 clusters Score -5879412 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 27324 members 
Entering Unmasked Estep 
Score: -5879419.000000 Penalty: 5128.719727
	Iteration 104Q: 3 clusters Score -5879419 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -5879421.500000 Penalty: 5128.719727
	Iteration 105Q: 3 clusters Score -5879422 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 27346 members 
Entering Unmasked Estep 
Score: -5879422.000000 Penalty: 5128.719727
	Iteration 106Q: 3 clusters Score -5879422 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -5879427.000000 Penalty: 5128.719727
	Iteration 107Q: 3 clusters Score -5879427 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -5879426.500000 Penalty: 5128.719727
	Iteration 108Q: 3 clusters Score -5879426 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 27369 members 
Entering Unmasked Estep 
Score: -5879432.500000 Penalty: 5128.719727
	Iteration 109Q: 3 clusters Score -5879432 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 27378 members 
Entering Unmasked Estep 
Score: -5879425.000000 Penalty: 5128.719727
	Iteration 110Q: 3 clusters Score -5879425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3565 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -5879427.000000 Penalty: 5128.719727
	Iteration 111Q: 3 clusters Score -5879427 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -5879433.000000 Penalty: 5128.719727
	Iteration 112Q: 3 clusters Score -5879433 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -5879430.500000 Penalty: 5128.719727
	Iteration 113Q: 3 clusters Score -5879430 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -5879430.500000 Penalty: 5128.719727
	Iteration 114F: 3 clusters Score -5879430 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2791 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Entering Unmasked Estep 
Score: -534412.500000 Penalty: 1967.670532
	Iteration 0F: 2 clusters Score -534412.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -531236.125000 Penalty: 3935.341064
	Iteration 0F: 3 clusters Score -531236.1 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -531822.687500 Penalty: 3935.341064
	Iteration 1F: 3 clusters Score -531822.7 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -532004.875000 Penalty: 3935.341064
	Iteration 2F: 3 clusters Score -532004.9 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -532092.562500 Penalty: 3935.341064
	Iteration 3Q: 3 clusters Score -532092.6 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -532151.312500 Penalty: 3935.341064
	Iteration 4Q: 3 clusters Score -532151.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -532192.125000 Penalty: 3935.341064
	Iteration 5Q: 3 clusters Score -532192.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -532214.750000 Penalty: 3935.341064
	Iteration 6Q: 3 clusters Score -532214.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -532226.875000 Penalty: 3935.341064
	Iteration 7Q: 3 clusters Score -532226.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 1489 members 
Entering Unmasked Estep 
Score: -532236.750000 Penalty: 3935.341064
	Iteration 8Q: 3 clusters Score -532236.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -532245.875000 Penalty: 3935.341064
	Iteration 9Q: 3 clusters Score -532245.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -532251.062500 Penalty: 3935.341064
	Iteration 10Q: 3 clusters Score -532251.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -532257.687500 Penalty: 3935.341064
	Iteration 11Q: 3 clusters Score -532257.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -532262.812500 Penalty: 3935.341064
	Iteration 12Q: 3 clusters Score -532262.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -532269.000000 Penalty: 3935.341064
	Iteration 13Q: 3 clusters Score -532269 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1524 members 
Entering Unmasked Estep 
Score: -532271.125000 Penalty: 3935.341064
	Iteration 14Q: 3 clusters Score -532271.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -532274.375000 Penalty: 3935.341064
	Iteration 15Q: 3 clusters Score -532274.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -532278.625000 Penalty: 3935.341064
	Iteration 16Q: 3 clusters Score -532278.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -532281.375000 Penalty: 3935.341064
	Iteration 17Q: 3 clusters Score -532281.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -532283.687500 Penalty: 3935.341064
	Iteration 18Q: 3 clusters Score -532283.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -532286.062500 Penalty: 3935.341064
	Iteration 19Q: 3 clusters Score -532286.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -532290.937500 Penalty: 3935.341064
	Iteration 20F: 3 clusters Score -532290.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -532293.875000 Penalty: 3935.341064
	Iteration 21Q: 3 clusters Score -532293.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -532294.875000 Penalty: 3935.341064
	Iteration 22Q: 3 clusters Score -532294.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -532294.875000 Penalty: 3935.341064
	Iteration 23F: 3 clusters Score -532294.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -31620.642578 Penalty: 1329.600464
	Iteration 0F: 2 clusters Score -31620.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -30428.410156 Penalty: 2659.200928
	Iteration 0F: 3 clusters Score -30428.41 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30525.214844 Penalty: 2659.200928
	Iteration 1F: 3 clusters Score -30525.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30576.279297 Penalty: 2659.200928
	Iteration 2Q: 3 clusters Score -30576.28 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30582.263672 Penalty: 2659.200928
	Iteration 3Q: 3 clusters Score -30582.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30582.263672 Penalty: 2659.200928
	Iteration 4F: 3 clusters Score -30582.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (48685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48685 members 
Entering Unmasked Estep 
Score: -9379159.000000 Penalty: 2676.695312
	Iteration 0F: 2 clusters Score -9379159 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -9353057.000000 Penalty: 5353.390625
	Iteration 0F: 3 clusters Score -9353057 nChanged 22483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24833 members 
Mstep: Class 2 contains 23852 members 
Entering Unmasked Estep 
Score: -9365902.000000 Penalty: 5353.390625
	Iteration 1F: 3 clusters Score -9365902 nChanged 1950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -9366541.000000 Penalty: 5353.390625
	Iteration 2Q: 3 clusters Score -9366541 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -9367148.000000 Penalty: 5353.390625
	Iteration 3Q: 3 clusters Score -9367148 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26606 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -9367862.000000 Penalty: 5353.390625
	Iteration 4Q: 3 clusters Score -9367862 nChanged 2165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -9368911.000000 Penalty: 5353.390625
	Iteration 5Q: 3 clusters Score -9368911 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29356 members 
Mstep: Class 2 contains 19329 members 
Entering Unmasked Estep 
Score: -9370146.000000 Penalty: 5353.390625
	Iteration 6Q: 3 clusters Score -9370146 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -9371672.000000 Penalty: 5353.390625
	Iteration 7F: 3 clusters Score -9371672 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 16022 members 
Entering Unmasked Estep 
Score: -9373555.000000 Penalty: 5353.390625
	Iteration 8F: 3 clusters Score -9373555 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -9375446.000000 Penalty: 5353.390625
	Iteration 9F: 3 clusters Score -9375446 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34838 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -9377208.000000 Penalty: 5353.390625
	Iteration 10Q: 3 clusters Score -9377208 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35324 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -9378451.000000 Penalty: 5353.390625
	Iteration 11Q: 3 clusters Score -9378451 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -9379140.000000 Penalty: 5353.390625
	Iteration 12Q: 3 clusters Score -9379140 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35888 members 
Mstep: Class 2 contains 12797 members 
Entering Unmasked Estep 
Score: -9379538.000000 Penalty: 5353.390625
	Iteration 13Q: 3 clusters Score -9379538 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36171 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -9379772.000000 Penalty: 5353.390625
	Iteration 14Q: 3 clusters Score -9379772 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36436 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -9379889.000000 Penalty: 5353.390625
	Iteration 15Q: 3 clusters Score -9379889 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36691 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -9380017.000000 Penalty: 5353.390625
	Iteration 16Q: 3 clusters Score -9380017 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36921 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -9380062.000000 Penalty: 5353.390625
	Iteration 17Q: 3 clusters Score -9380062 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37172 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -9380207.000000 Penalty: 5353.390625
	Iteration 18Q: 3 clusters Score -9380207 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37402 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -9380230.000000 Penalty: 5353.390625
	Iteration 19Q: 3 clusters Score -9380230 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 11058 members 
Entering Unmasked Estep 
Score: -9380271.000000 Penalty: 5353.390625
	Iteration 20F: 3 clusters Score -9380271 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37820 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -9380284.000000 Penalty: 5353.390625
	Iteration 21Q: 3 clusters Score -9380284 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38027 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -9380371.000000 Penalty: 5353.390625
	Iteration 22Q: 3 clusters Score -9380371 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38212 members 
Mstep: Class 2 contains 10473 members 
Entering Unmasked Estep 
Score: -9380425.000000 Penalty: 5353.390625
	Iteration 23Q: 3 clusters Score -9380425 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38417 members 
Mstep: Class 2 contains 10268 members 
Entering Unmasked Estep 
Score: -9380444.000000 Penalty: 5353.390625
	Iteration 24Q: 3 clusters Score -9380444 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38592 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -9380486.000000 Penalty: 5353.390625
	Iteration 25Q: 3 clusters Score -9380486 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38776 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -9380461.000000 Penalty: 5353.390625
	Iteration 26Q: 3 clusters Score -9380461 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38922 members 
Mstep: Class 2 contains 9763 members 
Entering Unmasked Estep 
Score: -9380461.000000 Penalty: 5353.390625
	Iteration 27Q: 3 clusters Score -9380461 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39053 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -9380473.000000 Penalty: 5353.390625
	Iteration 28Q: 3 clusters Score -9380473 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39156 members 
Mstep: Class 2 contains 9529 members 
Entering Unmasked Estep 
Score: -9380477.000000 Penalty: 5353.390625
	Iteration 29Q: 3 clusters Score -9380477 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39257 members 
Mstep: Class 2 contains 9428 members 
Entering Unmasked Estep 
Score: -9380461.000000 Penalty: 5353.390625
	Iteration 30Q: 3 clusters Score -9380461 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39345 members 
Mstep: Class 2 contains 9340 members 
Entering Unmasked Estep 
Score: -9380459.000000 Penalty: 5353.390625
	Iteration 31Q: 3 clusters Score -9380459 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39419 members 
Mstep: Class 2 contains 9266 members 
Entering Unmasked Estep 
Score: -9380472.000000 Penalty: 5353.390625
	Iteration 32Q: 3 clusters Score -9380472 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39462 members 
Mstep: Class 2 contains 9223 members 
Entering Unmasked Estep 
Score: -9380456.000000 Penalty: 5353.390625
	Iteration 33Q: 3 clusters Score -9380456 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39504 members 
Mstep: Class 2 contains 9181 members 
Entering Unmasked Estep 
Score: -9380482.000000 Penalty: 5353.390625
	Iteration 34Q: 3 clusters Score -9380482 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39539 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -9380477.000000 Penalty: 5353.390625
	Iteration 35Q: 3 clusters Score -9380477 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39559 members 
Mstep: Class 2 contains 9126 members 
Entering Unmasked Estep 
Score: -9380442.000000 Penalty: 5353.390625
	Iteration 36Q: 3 clusters Score -9380442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39591 members 
Mstep: Class 2 contains 9094 members 
Entering Unmasked Estep 
Score: -9380439.000000 Penalty: 5353.390625
	Iteration 37Q: 3 clusters Score -9380439 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -9380443.000000 Penalty: 5353.390625
	Iteration 38Q: 3 clusters Score -9380443 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39648 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -9380442.000000 Penalty: 5353.390625
	Iteration 39Q: 3 clusters Score -9380442 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39677 members 
Mstep: Class 2 contains 9008 members 
Entering Unmasked Estep 
Score: -9380461.000000 Penalty: 5353.390625
	Iteration 40F: 3 clusters Score -9380461 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -9380475.000000 Penalty: 5353.390625
	Iteration 41Q: 3 clusters Score -9380475 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39710 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -9380494.000000 Penalty: 5353.390625
	Iteration 42Q: 3 clusters Score -9380494 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39730 members 
Mstep: Class 2 contains 8955 members 
Entering Unmasked Estep 
Score: -9380486.000000 Penalty: 5353.390625
	Iteration 43Q: 3 clusters Score -9380486 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39742 members 
Mstep: Class 2 contains 8943 members 
Entering Unmasked Estep 
Score: -9380479.000000 Penalty: 5353.390625
	Iteration 44Q: 3 clusters Score -9380479 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39747 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -9380488.000000 Penalty: 5353.390625
	Iteration 45Q: 3 clusters Score -9380488 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39760 members 
Mstep: Class 2 contains 8925 members 
Entering Unmasked Estep 
Score: -9380505.000000 Penalty: 5353.390625
	Iteration 46Q: 3 clusters Score -9380505 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39772 members 
Mstep: Class 2 contains 8913 members 
Entering Unmasked Estep 
Score: -9380516.000000 Penalty: 5353.390625
	Iteration 47Q: 3 clusters Score -9380516 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39785 members 
Mstep: Class 2 contains 8900 members 
Entering Unmasked Estep 
Score: -9380521.000000 Penalty: 5353.390625
	Iteration 48Q: 3 clusters Score -9380521 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39790 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -9380525.000000 Penalty: 5353.390625
	Iteration 49Q: 3 clusters Score -9380525 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -9380523.000000 Penalty: 5353.390625
	Iteration 50Q: 3 clusters Score -9380523 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39789 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -9380518.000000 Penalty: 5353.390625
	Iteration 51Q: 3 clusters Score -9380518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -9380516.000000 Penalty: 5353.390625
	Iteration 52Q: 3 clusters Score -9380516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39799 members 
Mstep: Class 2 contains 8886 members 
Entering Unmasked Estep 
Score: -9380523.000000 Penalty: 5353.390625
	Iteration 53Q: 3 clusters Score -9380523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39802 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -9380526.000000 Penalty: 5353.390625
	Iteration 54Q: 3 clusters Score -9380526 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39803 members 
Mstep: Class 2 contains 8882 members 
Entering Unmasked Estep 
Score: -9380529.000000 Penalty: 5353.390625
	Iteration 55Q: 3 clusters Score -9380529 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -9380524.000000 Penalty: 5353.390625
	Iteration 56Q: 3 clusters Score -9380524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 8880 members 
Entering Unmasked Estep 
Score: -9380518.000000 Penalty: 5353.390625
	Iteration 57Q: 3 clusters Score -9380518 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -9380518.000000 Penalty: 5353.390625
	Iteration 58Q: 3 clusters Score -9380518 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -9380526.000000 Penalty: 5353.390625
	Iteration 59Q: 3 clusters Score -9380526 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39804 members 
Mstep: Class 2 contains 8881 members 
Entering Unmasked Estep 
Score: -9380526.000000 Penalty: 5353.390625
	Iteration 60F: 3 clusters Score -9380526 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39801 members 
Mstep: Class 2 contains 8884 members 
Entering Unmasked Estep 
Score: -9380530.000000 Penalty: 5353.390625
	Iteration 61Q: 3 clusters Score -9380530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39807 members 
Mstep: Class 2 contains 8878 members 
Entering Unmasked Estep 
Score: -9380534.000000 Penalty: 5353.390625
	Iteration 62Q: 3 clusters Score -9380534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39808 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -9380533.000000 Penalty: 5353.390625
	Iteration 63Q: 3 clusters Score -9380533 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -9380532.000000 Penalty: 5353.390625
	Iteration 64Q: 3 clusters Score -9380532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -9380530.000000 Penalty: 5353.390625
	Iteration 65Q: 3 clusters Score -9380530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39816 members 
Mstep: Class 2 contains 8869 members 
Entering Unmasked Estep 
Score: -9380533.000000 Penalty: 5353.390625
	Iteration 66Q: 3 clusters Score -9380533 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39818 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -9380535.000000 Penalty: 5353.390625
	Iteration 67Q: 3 clusters Score -9380535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -9380542.000000 Penalty: 5353.390625
	Iteration 68Q: 3 clusters Score -9380542 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39825 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -9380529.000000 Penalty: 5353.390625
	Iteration 69Q: 3 clusters Score -9380529 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39824 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -9380525.000000 Penalty: 5353.390625
	Iteration 70Q: 3 clusters Score -9380525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 8864 members 
Entering Unmasked Estep 
Score: -9380523.000000 Penalty: 5353.390625
	Iteration 71Q: 3 clusters Score -9380523 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -9380521.000000 Penalty: 5353.390625
	Iteration 72Q: 3 clusters Score -9380521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -9380523.000000 Penalty: 5353.390625
	Iteration 73Q: 3 clusters Score -9380523 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39815 members 
Mstep: Class 2 contains 8870 members 
Entering Unmasked Estep 
Score: -9380522.000000 Penalty: 5353.390625
	Iteration 74Q: 3 clusters Score -9380522 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -9380525.000000 Penalty: 5353.390625
	Iteration 75Q: 3 clusters Score -9380525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -9380519.000000 Penalty: 5353.390625
	Iteration 76Q: 3 clusters Score -9380519 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39814 members 
Mstep: Class 2 contains 8871 members 
Entering Unmasked Estep 
Score: -9380524.000000 Penalty: 5353.390625
	Iteration 77Q: 3 clusters Score -9380524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -9380527.000000 Penalty: 5353.390625
	Iteration 78Q: 3 clusters Score -9380527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39813 members 
Mstep: Class 2 contains 8872 members 
Entering Unmasked Estep 
Score: -9380527.000000 Penalty: 5353.390625
	Iteration 79F: 3 clusters Score -9380527 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29509 members 
Mstep: Class 3 contains 47150 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 32553 members 
Mstep: Class 6 contains 30610 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47271 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 10 contains 19556 members 
Mstep: Class 11 contains 51554 members 
Mstep: Class 12 contains 70300 members 
Mstep: Class 13 contains 52975 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 29514 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46725 members 
Mstep: Class 18 contains 46093 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24504 members 
Mstep: Class 22 contains 36145 members 
Mstep: Class 23 contains 18021 members 
Mstep: Class 24 contains 30951 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 39813 members 
Mstep: Class 28 contains 22109 members 
Mstep: Class 29 contains 26483 members 
Mstep: Class 30 contains 59730 members 
Mstep: Class 31 contains 53768 members 
Mstep: Class 32 contains 66633 members 
Mstep: Class 33 contains 18915 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39863 members 
Mstep: Class 36 contains 46062 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30069 members 
Mstep: Class 40 contains 30817 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22493 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 8872 members 
Entering Unmasked Estep 
Score: -207961984.000000 Penalty: 169222.343750
Splitting cluster 27 changes total score from -207963280.000000 to -207961984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (22109 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Entering Unmasked Estep 
Score: -4084084.250000 Penalty: 2480.927490
	Iteration 0F: 2 clusters Score -4084084 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 11139 members 
Entering Unmasked Estep 
Score: -4068718.000000 Penalty: 4961.854980
	Iteration 0F: 3 clusters Score -4068718 nChanged 9740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10402 members 
Mstep: Class 2 contains 11707 members 
Entering Unmasked Estep 
Score: -4073775.250000 Penalty: 4961.854980
	Iteration 1F: 3 clusters Score -4073775 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9973 members 
Mstep: Class 2 contains 12136 members 
Entering Unmasked Estep 
Score: -4074224.750000 Penalty: 4961.854980
	Iteration 2F: 3 clusters Score -4074225 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -4074591.750000 Penalty: 4961.854980
	Iteration 3Q: 3 clusters Score -4074592 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 13391 members 
Entering Unmasked Estep 
Score: -4074992.250000 Penalty: 4961.854980
	Iteration 4Q: 3 clusters Score -4074992 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7833 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -4075475.750000 Penalty: 4961.854980
	Iteration 5Q: 3 clusters Score -4075476 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -4076137.750000 Penalty: 4961.854980
	Iteration 6F: 3 clusters Score -4076138 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5439 members 
Mstep: Class 2 contains 16670 members 
Entering Unmasked Estep 
Score: -4077027.000000 Penalty: 4961.854980
	Iteration 7F: 3 clusters Score -4077027 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4002 members 
Mstep: Class 2 contains 18107 members 
Entering Unmasked Estep 
Score: -4078214.250000 Penalty: 4961.854980
	Iteration 8F: 3 clusters Score -4078214 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2600 members 
Mstep: Class 2 contains 19509 members 
Entering Unmasked Estep 
Score: -4079528.750000 Penalty: 4961.854980
	Iteration 9F: 3 clusters Score -4079529 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 20628 members 
Entering Unmasked Estep 
Score: -4080592.000000 Penalty: 4961.854980
	Iteration 10F: 3 clusters Score -4080592 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -4081220.750000 Penalty: 4961.854980
	Iteration 11Q: 3 clusters Score -4081221 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -4081570.000000 Penalty: 4961.854980
	Iteration 12Q: 3 clusters Score -4081570 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 21733 members 
Entering Unmasked Estep 
Score: -4081753.250000 Penalty: 4961.854980
	Iteration 13Q: 3 clusters Score -4081753 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 21790 members 
Entering Unmasked Estep 
Score: -4081839.500000 Penalty: 4961.854980
	Iteration 14Q: 3 clusters Score -4081840 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21815 members 
Entering Unmasked Estep 
Score: -4081884.000000 Penalty: 4961.854980
	Iteration 15Q: 3 clusters Score -4081884 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 21828 members 
Entering Unmasked Estep 
Score: -4081915.750000 Penalty: 4961.854980
	Iteration 16Q: 3 clusters Score -4081916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -4081935.250000 Penalty: 4961.854980
	Iteration 17Q: 3 clusters Score -4081935 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4081935.500000 Penalty: 4961.854980
	Iteration 18Q: 3 clusters Score -4081936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -4081940.250000 Penalty: 4961.854980
	Iteration 19Q: 3 clusters Score -4081940 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21846 members 
Entering Unmasked Estep 
Score: -4081942.000000 Penalty: 4961.854980
	Iteration 20F: 3 clusters Score -4081942 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -4081954.500000 Penalty: 4961.854980
	Iteration 21Q: 3 clusters Score -4081954 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 21852 members 
Entering Unmasked Estep 
Score: -4081960.750000 Penalty: 4961.854980
	Iteration 22Q: 3 clusters Score -4081961 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 21856 members 
Entering Unmasked Estep 
Score: -4081970.250000 Penalty: 4961.854980
	Iteration 23Q: 3 clusters Score -4081970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4081971.000000 Penalty: 4961.854980
	Iteration 24Q: 3 clusters Score -4081971 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 21858 members 
Entering Unmasked Estep 
Score: -4081971.000000 Penalty: 4961.854980
	Iteration 25F: 3 clusters Score -4081971 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26483 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26483 members 
Entering Unmasked Estep 
Score: -5232542.000000 Penalty: 2525.696045
	Iteration 0F: 2 clusters Score -5232542 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 13179 members 
Entering Unmasked Estep 
Score: -5214601.500000 Penalty: 5051.392090
	Iteration 0F: 3 clusters Score -5214602 nChanged 11842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 12849 members 
Entering Unmasked Estep 
Score: -5220817.000000 Penalty: 5051.392090
	Iteration 1F: 3 clusters Score -5220817 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13799 members 
Mstep: Class 2 contains 12684 members 
Entering Unmasked Estep 
Score: -5221176.500000 Penalty: 5051.392090
	Iteration 2Q: 3 clusters Score -5221176 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 12452 members 
Entering Unmasked Estep 
Score: -5221490.500000 Penalty: 5051.392090
	Iteration 3Q: 3 clusters Score -5221490 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 12150 members 
Entering Unmasked Estep 
Score: -5221777.000000 Penalty: 5051.392090
	Iteration 4Q: 3 clusters Score -5221777 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14726 members 
Mstep: Class 2 contains 11757 members 
Entering Unmasked Estep 
Score: -5222021.000000 Penalty: 5051.392090
	Iteration 5Q: 3 clusters Score -5222021 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -5222274.000000 Penalty: 5051.392090
	Iteration 6Q: 3 clusters Score -5222274 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15823 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -5222606.000000 Penalty: 5051.392090
	Iteration 7Q: 3 clusters Score -5222606 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 9890 members 
Entering Unmasked Estep 
Score: -5222974.500000 Penalty: 5051.392090
	Iteration 8Q: 3 clusters Score -5222974 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17631 members 
Mstep: Class 2 contains 8852 members 
Entering Unmasked Estep 
Score: -5223561.500000 Penalty: 5051.392090
	Iteration 9Q: 3 clusters Score -5223562 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18893 members 
Mstep: Class 2 contains 7590 members 
Entering Unmasked Estep 
Score: -5224354.500000 Penalty: 5051.392090
	Iteration 10Q: 3 clusters Score -5224354 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20378 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -5225411.500000 Penalty: 5051.392090
	Iteration 11F: 3 clusters Score -5225412 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5226615.500000 Penalty: 5051.392090
	Iteration 12F: 3 clusters Score -5226616 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23351 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -5227752.500000 Penalty: 5051.392090
	Iteration 13F: 3 clusters Score -5227752 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -5228571.500000 Penalty: 5051.392090
	Iteration 14Q: 3 clusters Score -5228572 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5229214.500000 Penalty: 5051.392090
	Iteration 15Q: 3 clusters Score -5229214 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5229642.500000 Penalty: 5051.392090
	Iteration 16Q: 3 clusters Score -5229642 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -5229882.500000 Penalty: 5051.392090
	Iteration 17Q: 3 clusters Score -5229882 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5230017.500000 Penalty: 5051.392090
	Iteration 18Q: 3 clusters Score -5230018 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5230089.000000 Penalty: 5051.392090
	Iteration 19Q: 3 clusters Score -5230089 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26047 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -5230163.500000 Penalty: 5051.392090
	Iteration 20F: 3 clusters Score -5230164 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -5230207.500000 Penalty: 5051.392090
	Iteration 21Q: 3 clusters Score -5230208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5230248.000000 Penalty: 5051.392090
	Iteration 22Q: 3 clusters Score -5230248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26104 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -5230264.500000 Penalty: 5051.392090
	Iteration 23Q: 3 clusters Score -5230264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -5230274.000000 Penalty: 5051.392090
	Iteration 24Q: 3 clusters Score -5230274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -5230285.000000 Penalty: 5051.392090
	Iteration 25Q: 3 clusters Score -5230285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5230286.500000 Penalty: 5051.392090
	Iteration 26Q: 3 clusters Score -5230286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26115 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -5230294.000000 Penalty: 5051.392090
	Iteration 27Q: 3 clusters Score -5230294 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5230292.000000 Penalty: 5051.392090
	Iteration 28Q: 3 clusters Score -5230292 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5230292.000000 Penalty: 5051.392090
	Iteration 29F: 3 clusters Score -5230292 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59730 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59730 members 
Entering Unmasked Estep 
Score: -11262068.000000 Penalty: 2727.402344
	Iteration 0F: 2 clusters Score -1.126207e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 29879 members 
Entering Unmasked Estep 
Score: -11226111.000000 Penalty: 5454.804688
	Iteration 0F: 3 clusters Score -1.122611e+07 nChanged 27549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Mstep: Class 2 contains 29602 members 
Entering Unmasked Estep 
Score: -11241373.000000 Penalty: 5454.804688
	Iteration 1F: 3 clusters Score -1.124137e+07 nChanged 2322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 29406 members 
Entering Unmasked Estep 
Score: -11241892.000000 Penalty: 5454.804688
	Iteration 2Q: 3 clusters Score -1.124189e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30584 members 
Mstep: Class 2 contains 29146 members 
Entering Unmasked Estep 
Score: -11242350.000000 Penalty: 5454.804688
	Iteration 3Q: 3 clusters Score -1.124235e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -11242869.000000 Penalty: 5454.804688
	Iteration 4Q: 3 clusters Score -1.124287e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -11243302.000000 Penalty: 5454.804688
	Iteration 5Q: 3 clusters Score -1.12433e+07 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32100 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -11243836.000000 Penalty: 5454.804688
	Iteration 6Q: 3 clusters Score -1.124384e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 26698 members 
Entering Unmasked Estep 
Score: -11244569.000000 Penalty: 5454.804688
	Iteration 7Q: 3 clusters Score -1.124457e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 25453 members 
Entering Unmasked Estep 
Score: -11245531.000000 Penalty: 5454.804688
	Iteration 8Q: 3 clusters Score -1.124553e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35781 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -11246802.000000 Penalty: 5454.804688
	Iteration 9Q: 3 clusters Score -1.12468e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 22080 members 
Entering Unmasked Estep 
Score: -11248975.000000 Penalty: 5454.804688
	Iteration 10F: 3 clusters Score -1.124898e+07 nChanged 3331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39561 members 
Mstep: Class 2 contains 20169 members 
Entering Unmasked Estep 
Score: -11251725.000000 Penalty: 5454.804688
	Iteration 11F: 3 clusters Score -1.125172e+07 nChanged 3201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -11254062.000000 Penalty: 5454.804688
	Iteration 12F: 3 clusters Score -1.125406e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -11255434.000000 Penalty: 5454.804688
	Iteration 13Q: 3 clusters Score -1.125543e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42662 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -11256159.000000 Penalty: 5454.804688
	Iteration 14Q: 3 clusters Score -1.125616e+07 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -11256637.000000 Penalty: 5454.804688
	Iteration 15Q: 3 clusters Score -1.125664e+07 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 15940 members 
Entering Unmasked Estep 
Score: -11257073.000000 Penalty: 5454.804688
	Iteration 16Q: 3 clusters Score -1.125707e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44302 members 
Mstep: Class 2 contains 15428 members 
Entering Unmasked Estep 
Score: -11257468.000000 Penalty: 5454.804688
	Iteration 17Q: 3 clusters Score -1.125747e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 14951 members 
Entering Unmasked Estep 
Score: -11257751.000000 Penalty: 5454.804688
	Iteration 18Q: 3 clusters Score -1.125775e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45216 members 
Mstep: Class 2 contains 14514 members 
Entering Unmasked Estep 
Score: -11257999.000000 Penalty: 5454.804688
	Iteration 19Q: 3 clusters Score -1.1258e+07 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45617 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
Score: -11258270.000000 Penalty: 5454.804688
	Iteration 20F: 3 clusters Score -1.125827e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46004 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -11258516.000000 Penalty: 5454.804688
	Iteration 21Q: 3 clusters Score -1.125852e+07 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -11258739.000000 Penalty: 5454.804688
	Iteration 22Q: 3 clusters Score -1.125874e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46632 members 
Mstep: Class 2 contains 13098 members 
Entering Unmasked Estep 
Score: -11258894.000000 Penalty: 5454.804688
	Iteration 23Q: 3 clusters Score -1.125889e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46857 members 
Mstep: Class 2 contains 12873 members 
Entering Unmasked Estep 
Score: -11259034.000000 Penalty: 5454.804688
	Iteration 24Q: 3 clusters Score -1.125903e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47051 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -11259138.000000 Penalty: 5454.804688
	Iteration 25Q: 3 clusters Score -1.125914e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47181 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -11259220.000000 Penalty: 5454.804688
	Iteration 26Q: 3 clusters Score -1.125922e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47325 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -11259325.000000 Penalty: 5454.804688
	Iteration 27Q: 3 clusters Score -1.125932e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47444 members 
Mstep: Class 2 contains 12286 members 
Entering Unmasked Estep 
Score: -11259357.000000 Penalty: 5454.804688
	Iteration 28Q: 3 clusters Score -1.125936e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47555 members 
Mstep: Class 2 contains 12175 members 
Entering Unmasked Estep 
Score: -11259441.000000 Penalty: 5454.804688
	Iteration 29Q: 3 clusters Score -1.125944e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47701 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -11259537.000000 Penalty: 5454.804688
	Iteration 30Q: 3 clusters Score -1.125954e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47844 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -11259551.000000 Penalty: 5454.804688
	Iteration 31Q: 3 clusters Score -1.125955e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47961 members 
Mstep: Class 2 contains 11769 members 
Entering Unmasked Estep 
Score: -11259619.000000 Penalty: 5454.804688
	Iteration 32Q: 3 clusters Score -1.125962e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48057 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -11259658.000000 Penalty: 5454.804688
	Iteration 33Q: 3 clusters Score -1.125966e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48165 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -11259696.000000 Penalty: 5454.804688
	Iteration 34Q: 3 clusters Score -1.12597e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48256 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -11259682.000000 Penalty: 5454.804688
	Iteration 35Q: 3 clusters Score -1.125968e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -11259717.000000 Penalty: 5454.804688
	Iteration 36Q: 3 clusters Score -1.125972e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48434 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -11259747.000000 Penalty: 5454.804688
	Iteration 37Q: 3 clusters Score -1.125975e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48491 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -11259785.000000 Penalty: 5454.804688
	Iteration 38Q: 3 clusters Score -1.125978e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48549 members 
Mstep: Class 2 contains 11181 members 
Entering Unmasked Estep 
Score: -11259772.000000 Penalty: 5454.804688
	Iteration 39Q: 3 clusters Score -1.125977e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48612 members 
Mstep: Class 2 contains 11118 members 
Entering Unmasked Estep 
Score: -11259740.000000 Penalty: 5454.804688
	Iteration 40F: 3 clusters Score -1.125974e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48679 members 
Mstep: Class 2 contains 11051 members 
Entering Unmasked Estep 
Score: -11259804.000000 Penalty: 5454.804688
	Iteration 41Q: 3 clusters Score -1.12598e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48753 members 
Mstep: Class 2 contains 10977 members 
Entering Unmasked Estep 
Score: -11259855.000000 Penalty: 5454.804688
	Iteration 42Q: 3 clusters Score -1.125986e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48831 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -11259844.000000 Penalty: 5454.804688
	Iteration 43Q: 3 clusters Score -1.125984e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48905 members 
Mstep: Class 2 contains 10825 members 
Entering Unmasked Estep 
Score: -11259842.000000 Penalty: 5454.804688
	Iteration 44Q: 3 clusters Score -1.125984e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48973 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -11259862.000000 Penalty: 5454.804688
	Iteration 45Q: 3 clusters Score -1.125986e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49021 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -11259843.000000 Penalty: 5454.804688
	Iteration 46Q: 3 clusters Score -1.125984e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 10671 members 
Entering Unmasked Estep 
Score: -11259842.000000 Penalty: 5454.804688
	Iteration 47Q: 3 clusters Score -1.125984e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49084 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -11259851.000000 Penalty: 5454.804688
	Iteration 48Q: 3 clusters Score -1.125985e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49106 members 
Mstep: Class 2 contains 10624 members 
Entering Unmasked Estep 
Score: -11259844.000000 Penalty: 5454.804688
	Iteration 49Q: 3 clusters Score -1.125984e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49122 members 
Mstep: Class 2 contains 10608 members 
Entering Unmasked Estep 
Score: -11259854.000000 Penalty: 5454.804688
	Iteration 50Q: 3 clusters Score -1.125985e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49141 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -11259853.000000 Penalty: 5454.804688
	Iteration 51Q: 3 clusters Score -1.125985e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49156 members 
Mstep: Class 2 contains 10574 members 
Entering Unmasked Estep 
Score: -11259865.000000 Penalty: 5454.804688
	Iteration 52Q: 3 clusters Score -1.125986e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49166 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -11259866.000000 Penalty: 5454.804688
	Iteration 53Q: 3 clusters Score -1.125987e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49178 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -11259878.000000 Penalty: 5454.804688
	Iteration 54Q: 3 clusters Score -1.125988e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49187 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -11259873.000000 Penalty: 5454.804688
	Iteration 55Q: 3 clusters Score -1.125987e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49196 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -11259861.000000 Penalty: 5454.804688
	Iteration 56Q: 3 clusters Score -1.125986e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49205 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -11259844.000000 Penalty: 5454.804688
	Iteration 57Q: 3 clusters Score -1.125984e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49210 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -11259850.000000 Penalty: 5454.804688
	Iteration 58Q: 3 clusters Score -1.125985e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49218 members 
Mstep: Class 2 contains 10512 members 
Entering Unmasked Estep 
Score: -11259847.000000 Penalty: 5454.804688
	Iteration 59Q: 3 clusters Score -1.125985e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49225 members 
Mstep: Class 2 contains 10505 members 
Entering Unmasked Estep 
Score: -11259855.000000 Penalty: 5454.804688
	Iteration 60F: 3 clusters Score -1.125986e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49230 members 
Mstep: Class 2 contains 10500 members 
Entering Unmasked Estep 
Score: -11259850.000000 Penalty: 5454.804688
	Iteration 61Q: 3 clusters Score -1.125985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49234 members 
Mstep: Class 2 contains 10496 members 
Entering Unmasked Estep 
Score: -11259853.000000 Penalty: 5454.804688
	Iteration 62Q: 3 clusters Score -1.125985e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49238 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -11259860.000000 Penalty: 5454.804688
	Iteration 63Q: 3 clusters Score -1.125986e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49240 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -11259850.000000 Penalty: 5454.804688
	Iteration 64Q: 3 clusters Score -1.125985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49241 members 
Mstep: Class 2 contains 10489 members 
Entering Unmasked Estep 
Score: -11259853.000000 Penalty: 5454.804688
	Iteration 65Q: 3 clusters Score -1.125985e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -11259849.000000 Penalty: 5454.804688
	Iteration 66Q: 3 clusters Score -1.125985e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -11259849.000000 Penalty: 5454.804688
	Iteration 67F: 3 clusters Score -1.125985e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (53768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53768 members 
Entering Unmasked Estep 
Score: -9910105.000000 Penalty: 2701.323730
	Iteration 0F: 2 clusters Score -9910105 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26943 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -9876346.000000 Penalty: 5402.647461
	Iteration 0F: 3 clusters Score -9876346 nChanged 24674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26715 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -9890206.000000 Penalty: 5402.647461
	Iteration 1F: 3 clusters Score -9890206 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26466 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -9891100.000000 Penalty: 5402.647461
	Iteration 2Q: 3 clusters Score -9891100 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -9892250.000000 Penalty: 5402.647461
	Iteration 3F: 3 clusters Score -9892250 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25430 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -9893598.000000 Penalty: 5402.647461
	Iteration 4F: 3 clusters Score -9893598 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24667 members 
Mstep: Class 2 contains 29101 members 
Entering Unmasked Estep 
Score: -9894984.000000 Penalty: 5402.647461
	Iteration 5F: 3 clusters Score -9894984 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23718 members 
Mstep: Class 2 contains 30050 members 
Entering Unmasked Estep 
Score: -9896366.000000 Penalty: 5402.647461
	Iteration 6F: 3 clusters Score -9896366 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Mstep: Class 2 contains 31086 members 
Entering Unmasked Estep 
Score: -9897450.000000 Penalty: 5402.647461
	Iteration 7Q: 3 clusters Score -9897450 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21444 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -9898405.000000 Penalty: 5402.647461
	Iteration 8Q: 3 clusters Score -9898405 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20105 members 
Mstep: Class 2 contains 33663 members 
Entering Unmasked Estep 
Score: -9899245.000000 Penalty: 5402.647461
	Iteration 9Q: 3 clusters Score -9899245 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18532 members 
Mstep: Class 2 contains 35236 members 
Entering Unmasked Estep 
Score: -9900131.000000 Penalty: 5402.647461
	Iteration 10Q: 3 clusters Score -9900131 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -9901220.000000 Penalty: 5402.647461
	Iteration 11Q: 3 clusters Score -9901220 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 39118 members 
Entering Unmasked Estep 
Score: -9902480.000000 Penalty: 5402.647461
	Iteration 12Q: 3 clusters Score -9902480 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12559 members 
Mstep: Class 2 contains 41209 members 
Entering Unmasked Estep 
Score: -9903926.000000 Penalty: 5402.647461
	Iteration 13Q: 3 clusters Score -9903926 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -9905139.000000 Penalty: 5402.647461
	Iteration 14Q: 3 clusters Score -9905139 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8940 members 
Mstep: Class 2 contains 44828 members 
Entering Unmasked Estep 
Score: -9906014.000000 Penalty: 5402.647461
	Iteration 15Q: 3 clusters Score -9906014 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 46224 members 
Entering Unmasked Estep 
Score: -9906578.000000 Penalty: 5402.647461
	Iteration 16Q: 3 clusters Score -9906578 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6346 members 
Mstep: Class 2 contains 47422 members 
Entering Unmasked Estep 
Score: -9907085.000000 Penalty: 5402.647461
	Iteration 17Q: 3 clusters Score -9907085 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 48497 members 
Entering Unmasked Estep 
Score: -9907443.000000 Penalty: 5402.647461
	Iteration 18Q: 3 clusters Score -9907443 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 49348 members 
Entering Unmasked Estep 
Score: -9907663.000000 Penalty: 5402.647461
	Iteration 19Q: 3 clusters Score -9907663 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 50104 members 
Entering Unmasked Estep 
Score: -9907848.000000 Penalty: 5402.647461
	Iteration 20F: 3 clusters Score -9907848 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3066 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -9907991.000000 Penalty: 5402.647461
	Iteration 21Q: 3 clusters Score -9907991 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -9908107.000000 Penalty: 5402.647461
	Iteration 22Q: 3 clusters Score -9908107 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 51556 members 
Entering Unmasked Estep 
Score: -9908166.000000 Penalty: 5402.647461
	Iteration 23Q: 3 clusters Score -9908166 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 51859 members 
Entering Unmasked Estep 
Score: -9908237.000000 Penalty: 5402.647461
	Iteration 24Q: 3 clusters Score -9908237 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1662 members 
Mstep: Class 2 contains 52106 members 
Entering Unmasked Estep 
Score: -9908256.000000 Penalty: 5402.647461
	Iteration 25Q: 3 clusters Score -9908256 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 52294 members 
Entering Unmasked Estep 
Score: -9908267.000000 Penalty: 5402.647461
	Iteration 26Q: 3 clusters Score -9908267 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 52432 members 
Entering Unmasked Estep 
Score: -9908258.000000 Penalty: 5402.647461
	Iteration 27Q: 3 clusters Score -9908258 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -9908278.000000 Penalty: 5402.647461
	Iteration 28Q: 3 clusters Score -9908278 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 52651 members 
Entering Unmasked Estep 
Score: -9908278.000000 Penalty: 5402.647461
	Iteration 29Q: 3 clusters Score -9908278 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 52712 members 
Entering Unmasked Estep 
Score: -9908286.000000 Penalty: 5402.647461
	Iteration 30Q: 3 clusters Score -9908286 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 52766 members 
Entering Unmasked Estep 
Score: -9908267.000000 Penalty: 5402.647461
	Iteration 31Q: 3 clusters Score -9908267 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 52807 members 
Entering Unmasked Estep 
Score: -9908264.000000 Penalty: 5402.647461
	Iteration 32Q: 3 clusters Score -9908264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 52837 members 
Entering Unmasked Estep 
Score: -9908290.000000 Penalty: 5402.647461
	Iteration 33Q: 3 clusters Score -9908290 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 52855 members 
Entering Unmasked Estep 
Score: -9908288.000000 Penalty: 5402.647461
	Iteration 34Q: 3 clusters Score -9908288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 52876 members 
Entering Unmasked Estep 
Score: -9908290.000000 Penalty: 5402.647461
	Iteration 35Q: 3 clusters Score -9908290 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 52908 members 
Entering Unmasked Estep 
Score: -9908277.000000 Penalty: 5402.647461
	Iteration 36Q: 3 clusters Score -9908277 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -9908292.000000 Penalty: 5402.647461
	Iteration 37Q: 3 clusters Score -9908292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 52939 members 
Entering Unmasked Estep 
Score: -9908275.000000 Penalty: 5402.647461
	Iteration 38Q: 3 clusters Score -9908275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 52953 members 
Entering Unmasked Estep 
Score: -9908275.000000 Penalty: 5402.647461
	Iteration 39Q: 3 clusters Score -9908275 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 52966 members 
Entering Unmasked Estep 
Score: -9908290.000000 Penalty: 5402.647461
	Iteration 40F: 3 clusters Score -9908290 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 52975 members 
Entering Unmasked Estep 
Score: -9908289.000000 Penalty: 5402.647461
	Iteration 41Q: 3 clusters Score -9908289 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 52988 members 
Entering Unmasked Estep 
Score: -9908300.000000 Penalty: 5402.647461
	Iteration 42Q: 3 clusters Score -9908300 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 52995 members 
Entering Unmasked Estep 
Score: -9908303.000000 Penalty: 5402.647461
	Iteration 43Q: 3 clusters Score -9908303 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 53000 members 
Entering Unmasked Estep 
Score: -9908292.000000 Penalty: 5402.647461
	Iteration 44Q: 3 clusters Score -9908292 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 53008 members 
Entering Unmasked Estep 
Score: -9908300.000000 Penalty: 5402.647461
	Iteration 45Q: 3 clusters Score -9908300 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 53018 members 
Entering Unmasked Estep 
Score: -9908307.000000 Penalty: 5402.647461
	Iteration 46Q: 3 clusters Score -9908307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 53028 members 
Entering Unmasked Estep 
Score: -9908293.000000 Penalty: 5402.647461
	Iteration 47Q: 3 clusters Score -9908293 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 53034 members 
Entering Unmasked Estep 
Score: -9908301.000000 Penalty: 5402.647461
	Iteration 48Q: 3 clusters Score -9908301 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 53041 members 
Entering Unmasked Estep 
Score: -9908305.000000 Penalty: 5402.647461
	Iteration 49Q: 3 clusters Score -9908305 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 53045 members 
Entering Unmasked Estep 
Score: -9908298.000000 Penalty: 5402.647461
	Iteration 50Q: 3 clusters Score -9908298 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 53048 members 
Entering Unmasked Estep 
Score: -9908300.000000 Penalty: 5402.647461
	Iteration 51Q: 3 clusters Score -9908300 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 53052 members 
Entering Unmasked Estep 
Score: -9908307.000000 Penalty: 5402.647461
	Iteration 52Q: 3 clusters Score -9908307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 53060 members 
Entering Unmasked Estep 
Score: -9908305.000000 Penalty: 5402.647461
	Iteration 53Q: 3 clusters Score -9908305 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 53063 members 
Entering Unmasked Estep 
Score: -9908301.000000 Penalty: 5402.647461
	Iteration 54Q: 3 clusters Score -9908301 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 53066 members 
Entering Unmasked Estep 
Score: -9908304.000000 Penalty: 5402.647461
	Iteration 55Q: 3 clusters Score -9908304 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 53069 members 
Entering Unmasked Estep 
Score: -9908301.000000 Penalty: 5402.647461
	Iteration 56Q: 3 clusters Score -9908301 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -9908305.000000 Penalty: 5402.647461
	Iteration 57Q: 3 clusters Score -9908305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 53067 members 
Entering Unmasked Estep 
Score: -9908303.000000 Penalty: 5402.647461
	Iteration 58Q: 3 clusters Score -9908303 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 53068 members 
Entering Unmasked Estep 
Score: -9908308.000000 Penalty: 5402.647461
	Iteration 59Q: 3 clusters Score -9908308 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 53070 members 
Entering Unmasked Estep 
Score: -9908307.000000 Penalty: 5402.647461
	Iteration 60F: 3 clusters Score -9908307 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -9908299.000000 Penalty: 5402.647461
	Iteration 61Q: 3 clusters Score -9908299 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -9908299.000000 Penalty: 5402.647461
	Iteration 62Q: 3 clusters Score -9908299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -9908297.000000 Penalty: 5402.647461
	Iteration 63Q: 3 clusters Score -9908297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 53076 members 
Entering Unmasked Estep 
Score: -9908297.000000 Penalty: 5402.647461
	Iteration 64F: 3 clusters Score -9908297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (66633 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66633 members 
Entering Unmasked Estep 
Score: -12028597.000000 Penalty: 2754.524902
	Iteration 0F: 2 clusters Score -1.20286e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33193 members 
Mstep: Class 2 contains 33440 members 
Entering Unmasked Estep 
Score: -11986837.000000 Penalty: 5509.049805
	Iteration 0F: 3 clusters Score -1.198684e+07 nChanged 31284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -12004727.000000 Penalty: 5509.049805
	Iteration 1F: 3 clusters Score -1.200473e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 35685 members 
Entering Unmasked Estep 
Score: -12005519.000000 Penalty: 5509.049805
	Iteration 2Q: 3 clusters Score -1.200552e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 36855 members 
Entering Unmasked Estep 
Score: -12006381.000000 Penalty: 5509.049805
	Iteration 3Q: 3 clusters Score -1.200638e+07 nChanged 2663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28177 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
Score: -12007275.000000 Penalty: 5509.049805
	Iteration 4Q: 3 clusters Score -1.200728e+07 nChanged 2872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25993 members 
Mstep: Class 2 contains 40640 members 
Entering Unmasked Estep 
Score: -12008450.000000 Penalty: 5509.049805
	Iteration 5Q: 3 clusters Score -1.200845e+07 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23022 members 
Mstep: Class 2 contains 43611 members 
Entering Unmasked Estep 
Score: -12010163.000000 Penalty: 5509.049805
	Iteration 6F: 3 clusters Score -1.201016e+07 nChanged 3963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 47312 members 
Entering Unmasked Estep 
Score: -12012718.000000 Penalty: 5509.049805
	Iteration 7F: 3 clusters Score -1.201272e+07 nChanged 4492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15017 members 
Mstep: Class 2 contains 51616 members 
Entering Unmasked Estep 
Score: -12016043.000000 Penalty: 5509.049805
	Iteration 8F: 3 clusters Score -1.201604e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -12019236.000000 Penalty: 5509.049805
	Iteration 9F: 3 clusters Score -1.201924e+07 nChanged 3397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7682 members 
Mstep: Class 2 contains 58951 members 
Entering Unmasked Estep 
Score: -12021660.000000 Penalty: 5509.049805
	Iteration 10F: 3 clusters Score -1.202166e+07 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5490 members 
Mstep: Class 2 contains 61143 members 
Entering Unmasked Estep 
Score: -12023305.000000 Penalty: 5509.049805
	Iteration 11Q: 3 clusters Score -1.20233e+07 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 62534 members 
Entering Unmasked Estep 
Score: -12024197.000000 Penalty: 5509.049805
	Iteration 12Q: 3 clusters Score -1.20242e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 63459 members 
Entering Unmasked Estep 
Score: -12024797.000000 Penalty: 5509.049805
	Iteration 13Q: 3 clusters Score -1.20248e+07 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 64100 members 
Entering Unmasked Estep 
Score: -12025135.000000 Penalty: 5509.049805
	Iteration 14Q: 3 clusters Score -1.202514e+07 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 64523 members 
Entering Unmasked Estep 
Score: -12025313.000000 Penalty: 5509.049805
	Iteration 15Q: 3 clusters Score -1.202531e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 64809 members 
Entering Unmasked Estep 
Score: -12025457.000000 Penalty: 5509.049805
	Iteration 16Q: 3 clusters Score -1.202546e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 65016 members 
Entering Unmasked Estep 
Score: -12025550.000000 Penalty: 5509.049805
	Iteration 17Q: 3 clusters Score -1.202555e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 65188 members 
Entering Unmasked Estep 
Score: -12025632.000000 Penalty: 5509.049805
	Iteration 18Q: 3 clusters Score -1.202563e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -12025694.000000 Penalty: 5509.049805
	Iteration 19Q: 3 clusters Score -1.202569e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 65399 members 
Entering Unmasked Estep 
Score: -12025738.000000 Penalty: 5509.049805
	Iteration 20F: 3 clusters Score -1.202574e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 65478 members 
Entering Unmasked Estep 
Score: -12025811.000000 Penalty: 5509.049805
	Iteration 21Q: 3 clusters Score -1.202581e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 65562 members 
Entering Unmasked Estep 
Score: -12025865.000000 Penalty: 5509.049805
	Iteration 22Q: 3 clusters Score -1.202586e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -12025894.000000 Penalty: 5509.049805
	Iteration 23Q: 3 clusters Score -1.202589e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 65683 members 
Entering Unmasked Estep 
Score: -12025919.000000 Penalty: 5509.049805
	Iteration 24Q: 3 clusters Score -1.202592e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 65720 members 
Entering Unmasked Estep 
Score: -12025949.000000 Penalty: 5509.049805
	Iteration 25Q: 3 clusters Score -1.202595e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 65750 members 
Entering Unmasked Estep 
Score: -12025990.000000 Penalty: 5509.049805
	Iteration 26Q: 3 clusters Score -1.202599e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 65770 members 
Entering Unmasked Estep 
Score: -12026013.000000 Penalty: 5509.049805
	Iteration 27Q: 3 clusters Score -1.202601e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 65784 members 
Entering Unmasked Estep 
Score: -12026041.000000 Penalty: 5509.049805
	Iteration 28Q: 3 clusters Score -1.202604e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 65799 members 
Entering Unmasked Estep 
Score: -12026049.000000 Penalty: 5509.049805
	Iteration 29Q: 3 clusters Score -1.202605e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 65815 members 
Entering Unmasked Estep 
Score: -12026068.000000 Penalty: 5509.049805
	Iteration 30Q: 3 clusters Score -1.202607e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 65824 members 
Entering Unmasked Estep 
Score: -12026062.000000 Penalty: 5509.049805
	Iteration 31Q: 3 clusters Score -1.202606e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 65836 members 
Entering Unmasked Estep 
Score: -12026084.000000 Penalty: 5509.049805
	Iteration 32Q: 3 clusters Score -1.202608e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 65843 members 
Entering Unmasked Estep 
Score: -12026081.000000 Penalty: 5509.049805
	Iteration 33Q: 3 clusters Score -1.202608e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 65848 members 
Entering Unmasked Estep 
Score: -12026092.000000 Penalty: 5509.049805
	Iteration 34Q: 3 clusters Score -1.202609e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 65850 members 
Entering Unmasked Estep 
Score: -12026092.000000 Penalty: 5509.049805
	Iteration 35Q: 3 clusters Score -1.202609e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 65857 members 
Entering Unmasked Estep 
Score: -12026083.000000 Penalty: 5509.049805
	Iteration 36Q: 3 clusters Score -1.202608e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -12026086.000000 Penalty: 5509.049805
	Iteration 37Q: 3 clusters Score -1.202609e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 65869 members 
Entering Unmasked Estep 
Score: -12026095.000000 Penalty: 5509.049805
	Iteration 38Q: 3 clusters Score -1.20261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 65871 members 
Entering Unmasked Estep 
Score: -12026105.000000 Penalty: 5509.049805
	Iteration 39Q: 3 clusters Score -1.20261e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 65873 members 
Entering Unmasked Estep 
Score: -12026102.000000 Penalty: 5509.049805
	Iteration 40F: 3 clusters Score -1.20261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 65877 members 
Entering Unmasked Estep 
Score: -12026109.000000 Penalty: 5509.049805
	Iteration 41Q: 3 clusters Score -1.202611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 65880 members 
Entering Unmasked Estep 
Score: -12026112.000000 Penalty: 5509.049805
	Iteration 42Q: 3 clusters Score -1.202611e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -12026102.000000 Penalty: 5509.049805
	Iteration 43Q: 3 clusters Score -1.20261e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -12026120.000000 Penalty: 5509.049805
	Iteration 44Q: 3 clusters Score -1.202612e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -12026123.000000 Penalty: 5509.049805
	Iteration 45Q: 3 clusters Score -1.202612e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -12026124.000000 Penalty: 5509.049805
	Iteration 46Q: 3 clusters Score -1.202612e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 65881 members 
Entering Unmasked Estep 
Score: -12026124.000000 Penalty: 5509.049805
	Iteration 47F: 3 clusters Score -1.202612e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18915 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18915 members 
Entering Unmasked Estep 
Score: -3557200.500000 Penalty: 2442.232178
	Iteration 0F: 2 clusters Score -3557200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9499 members 
Mstep: Class 2 contains 9416 members 
Entering Unmasked Estep 
Score: -3543937.250000 Penalty: 4884.464355
	Iteration 0F: 3 clusters Score -3543937 nChanged 8271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3548271.750000 Penalty: 4884.464355
	Iteration 1F: 3 clusters Score -3548272 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9519 members 
Mstep: Class 2 contains 9396 members 
Entering Unmasked Estep 
Score: -3548719.000000 Penalty: 4884.464355
	Iteration 2F: 3 clusters Score -3548719 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9472 members 
Mstep: Class 2 contains 9443 members 
Entering Unmasked Estep 
Score: -3549140.500000 Penalty: 4884.464355
	Iteration 3F: 3 clusters Score -3549140 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9397 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3549549.750000 Penalty: 4884.464355
	Iteration 4Q: 3 clusters Score -3549550 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3549979.250000 Penalty: 4884.464355
	Iteration 5Q: 3 clusters Score -3549979 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9035 members 
Mstep: Class 2 contains 9880 members 
Entering Unmasked Estep 
Score: -3550398.250000 Penalty: 4884.464355
	Iteration 6Q: 3 clusters Score -3550398 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -3550860.500000 Penalty: 4884.464355
	Iteration 7Q: 3 clusters Score -3550860 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8466 members 
Mstep: Class 2 contains 10449 members 
Entering Unmasked Estep 
Score: -3551323.250000 Penalty: 4884.464355
	Iteration 8Q: 3 clusters Score -3551323 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8137 members 
Mstep: Class 2 contains 10778 members 
Entering Unmasked Estep 
Score: -3551698.000000 Penalty: 4884.464355
	Iteration 9Q: 3 clusters Score -3551698 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3551997.500000 Penalty: 4884.464355
	Iteration 10Q: 3 clusters Score -3551998 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7470 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -3552215.500000 Penalty: 4884.464355
	Iteration 11Q: 3 clusters Score -3552216 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 11758 members 
Entering Unmasked Estep 
Score: -3552382.500000 Penalty: 4884.464355
	Iteration 12Q: 3 clusters Score -3552382 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -3552537.000000 Penalty: 4884.464355
	Iteration 13Q: 3 clusters Score -3552537 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 12426 members 
Entering Unmasked Estep 
Score: -3552661.500000 Penalty: 4884.464355
	Iteration 14Q: 3 clusters Score -3552662 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -3552795.250000 Penalty: 4884.464355
	Iteration 15Q: 3 clusters Score -3552795 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5740 members 
Mstep: Class 2 contains 13175 members 
Entering Unmasked Estep 
Score: -3552945.500000 Penalty: 4884.464355
	Iteration 16Q: 3 clusters Score -3552946 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5349 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -3553081.750000 Penalty: 4884.464355
	Iteration 17Q: 3 clusters Score -3553082 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -3553255.750000 Penalty: 4884.464355
	Iteration 18Q: 3 clusters Score -3553256 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -3553428.250000 Penalty: 4884.464355
	Iteration 19Q: 3 clusters Score -3553428 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3993 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -3553640.250000 Penalty: 4884.464355
	Iteration 20F: 3 clusters Score -3553640 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -3553929.000000 Penalty: 4884.464355
	Iteration 21Q: 3 clusters Score -3553929 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 15902 members 
Entering Unmasked Estep 
Score: -3554195.000000 Penalty: 4884.464355
	Iteration 22Q: 3 clusters Score -3554195 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3554438.000000 Penalty: 4884.464355
	Iteration 23Q: 3 clusters Score -3554438 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 16739 members 
Entering Unmasked Estep 
Score: -3554672.000000 Penalty: 4884.464355
	Iteration 24Q: 3 clusters Score -3554672 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 17055 members 
Entering Unmasked Estep 
Score: -3554854.250000 Penalty: 4884.464355
	Iteration 25Q: 3 clusters Score -3554854 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -3555044.500000 Penalty: 4884.464355
	Iteration 26Q: 3 clusters Score -3555044 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3555187.500000 Penalty: 4884.464355
	Iteration 27Q: 3 clusters Score -3555188 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1182 members 
Mstep: Class 2 contains 17733 members 
Entering Unmasked Estep 
Score: -3555258.750000 Penalty: 4884.464355
	Iteration 28Q: 3 clusters Score -3555259 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 17850 members 
Entering Unmasked Estep 
Score: -3555318.250000 Penalty: 4884.464355
	Iteration 29Q: 3 clusters Score -3555318 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -3555355.750000 Penalty: 4884.464355
	Iteration 30Q: 3 clusters Score -3555356 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3555384.000000 Penalty: 4884.464355
	Iteration 31Q: 3 clusters Score -3555384 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 18034 members 
Entering Unmasked Estep 
Score: -3555409.500000 Penalty: 4884.464355
	Iteration 32Q: 3 clusters Score -3555410 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 18061 members 
Entering Unmasked Estep 
Score: -3555419.500000 Penalty: 4884.464355
	Iteration 33Q: 3 clusters Score -3555420 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3555432.500000 Penalty: 4884.464355
	Iteration 34Q: 3 clusters Score -3555432 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -3555436.000000 Penalty: 4884.464355
	Iteration 35Q: 3 clusters Score -3555436 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -3555437.500000 Penalty: 4884.464355
	Iteration 36Q: 3 clusters Score -3555438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 18108 members 
Entering Unmasked Estep 
Score: -3555445.750000 Penalty: 4884.464355
	Iteration 37Q: 3 clusters Score -3555446 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -3555452.500000 Penalty: 4884.464355
	Iteration 38Q: 3 clusters Score -3555452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3555451.500000 Penalty: 4884.464355
	Iteration 39Q: 3 clusters Score -3555452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 18114 members 
Entering Unmasked Estep 
Score: -3555451.500000 Penalty: 4884.464355
	Iteration 40F: 3 clusters Score -3555452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -33027.644531 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -33027.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 116 members 
Entering Unmasked Estep 
Score: -31866.316406 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -31866.32 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -31958.681641 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -31958.68 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32035.039062 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -32035.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32078.285156 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -32078.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32085.923828 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -32085.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32085.923828 Penalty: 2690.775146
	Iteration 5F: 3 clusters Score -32085.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (39863 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Entering Unmasked Estep 
Score: -7626224.500000 Penalty: 2627.114502
	Iteration 0F: 2 clusters Score -7626224 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19948 members 
Mstep: Class 2 contains 19915 members 
Entering Unmasked Estep 
Score: -7600551.000000 Penalty: 5254.229004
	Iteration 0F: 3 clusters Score -7600551 nChanged 18269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19983 members 
Mstep: Class 2 contains 19880 members 
Entering Unmasked Estep 
Score: -7610519.500000 Penalty: 5254.229004
	Iteration 1F: 3 clusters Score -7610520 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20055 members 
Mstep: Class 2 contains 19808 members 
Entering Unmasked Estep 
Score: -7611349.000000 Penalty: 5254.229004
	Iteration 2Q: 3 clusters Score -7611349 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 19536 members 
Entering Unmasked Estep 
Score: -7612284.000000 Penalty: 5254.229004
	Iteration 3F: 3 clusters Score -7612284 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20838 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -7613499.500000 Penalty: 5254.229004
	Iteration 4F: 3 clusters Score -7613500 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21731 members 
Mstep: Class 2 contains 18132 members 
Entering Unmasked Estep 
Score: -7615083.000000 Penalty: 5254.229004
	Iteration 5F: 3 clusters Score -7615083 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22925 members 
Mstep: Class 2 contains 16938 members 
Entering Unmasked Estep 
Score: -7617157.500000 Penalty: 5254.229004
	Iteration 6F: 3 clusters Score -7617158 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24355 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -7619596.000000 Penalty: 5254.229004
	Iteration 7F: 3 clusters Score -7619596 nChanged 2658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25725 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -7621999.500000 Penalty: 5254.229004
	Iteration 8F: 3 clusters Score -7622000 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26721 members 
Mstep: Class 2 contains 13142 members 
Entering Unmasked Estep 
Score: -7623580.500000 Penalty: 5254.229004
	Iteration 9F: 3 clusters Score -7623580 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27429 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -7624257.000000 Penalty: 5254.229004
	Iteration 10Q: 3 clusters Score -7624257 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27998 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -7624534.000000 Penalty: 5254.229004
	Iteration 11Q: 3 clusters Score -7624534 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -7624672.000000 Penalty: 5254.229004
	Iteration 12Q: 3 clusters Score -7624672 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 10873 members 
Entering Unmasked Estep 
Score: -7624728.500000 Penalty: 5254.229004
	Iteration 13Q: 3 clusters Score -7624728 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -7624778.500000 Penalty: 5254.229004
	Iteration 14Q: 3 clusters Score -7624778 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29954 members 
Mstep: Class 2 contains 9909 members 
Entering Unmasked Estep 
Score: -7624813.000000 Penalty: 5254.229004
	Iteration 15Q: 3 clusters Score -7624813 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 9431 members 
Entering Unmasked Estep 
Score: -7624859.000000 Penalty: 5254.229004
	Iteration 16Q: 3 clusters Score -7624859 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30876 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -7624907.500000 Penalty: 5254.229004
	Iteration 17Q: 3 clusters Score -7624908 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 8601 members 
Entering Unmasked Estep 
Score: -7624928.500000 Penalty: 5254.229004
	Iteration 18Q: 3 clusters Score -7624928 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -7624934.500000 Penalty: 5254.229004
	Iteration 19Q: 3 clusters Score -7624934 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31936 members 
Mstep: Class 2 contains 7927 members 
Entering Unmasked Estep 
Score: -7624915.000000 Penalty: 5254.229004
	Iteration 20F: 3 clusters Score -7624915 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32245 members 
Mstep: Class 2 contains 7618 members 
Entering Unmasked Estep 
Score: -7624908.500000 Penalty: 5254.229004
	Iteration 21Q: 3 clusters Score -7624908 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -7624927.500000 Penalty: 5254.229004
	Iteration 22Q: 3 clusters Score -7624928 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 6963 members 
Entering Unmasked Estep 
Score: -7624902.000000 Penalty: 5254.229004
	Iteration 23Q: 3 clusters Score -7624902 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -7624874.500000 Penalty: 5254.229004
	Iteration 24Q: 3 clusters Score -7624874 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -7624861.500000 Penalty: 5254.229004
	Iteration 25Q: 3 clusters Score -7624862 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33664 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -7624856.500000 Penalty: 5254.229004
	Iteration 26Q: 3 clusters Score -7624856 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -7624852.500000 Penalty: 5254.229004
	Iteration 27Q: 3 clusters Score -7624852 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 5734 members 
Entering Unmasked Estep 
Score: -7624853.500000 Penalty: 5254.229004
	Iteration 28Q: 3 clusters Score -7624854 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34352 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -7624837.500000 Penalty: 5254.229004
	Iteration 29Q: 3 clusters Score -7624838 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -7624836.500000 Penalty: 5254.229004
	Iteration 30Q: 3 clusters Score -7624836 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 5130 members 
Entering Unmasked Estep 
Score: -7624836.500000 Penalty: 5254.229004
	Iteration 31Q: 3 clusters Score -7624836 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34922 members 
Mstep: Class 2 contains 4941 members 
Entering Unmasked Estep 
Score: -7624812.000000 Penalty: 5254.229004
	Iteration 32Q: 3 clusters Score -7624812 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -7624801.500000 Penalty: 5254.229004
	Iteration 33Q: 3 clusters Score -7624802 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35270 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -7624779.500000 Penalty: 5254.229004
	Iteration 34Q: 3 clusters Score -7624780 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35417 members 
Mstep: Class 2 contains 4446 members 
Entering Unmasked Estep 
Score: -7624748.500000 Penalty: 5254.229004
	Iteration 35Q: 3 clusters Score -7624748 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35577 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -7624745.000000 Penalty: 5254.229004
	Iteration 36Q: 3 clusters Score -7624745 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -7624762.500000 Penalty: 5254.229004
	Iteration 37Q: 3 clusters Score -7624762 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35884 members 
Mstep: Class 2 contains 3979 members 
Entering Unmasked Estep 
Score: -7624740.500000 Penalty: 5254.229004
	Iteration 38Q: 3 clusters Score -7624740 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -7624723.000000 Penalty: 5254.229004
	Iteration 39Q: 3 clusters Score -7624723 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -7624735.000000 Penalty: 5254.229004
	Iteration 40F: 3 clusters Score -7624735 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36338 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -7624746.000000 Penalty: 5254.229004
	Iteration 41Q: 3 clusters Score -7624746 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36474 members 
Mstep: Class 2 contains 3389 members 
Entering Unmasked Estep 
Score: -7624724.500000 Penalty: 5254.229004
	Iteration 42Q: 3 clusters Score -7624724 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36595 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -7624731.000000 Penalty: 5254.229004
	Iteration 43Q: 3 clusters Score -7624731 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36693 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -7624724.500000 Penalty: 5254.229004
	Iteration 44Q: 3 clusters Score -7624724 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36792 members 
Mstep: Class 2 contains 3071 members 
Entering Unmasked Estep 
Score: -7624722.000000 Penalty: 5254.229004
	Iteration 45Q: 3 clusters Score -7624722 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36887 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -7624733.500000 Penalty: 5254.229004
	Iteration 46Q: 3 clusters Score -7624734 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36966 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -7624733.500000 Penalty: 5254.229004
	Iteration 47Q: 3 clusters Score -7624734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37042 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -7624743.000000 Penalty: 5254.229004
	Iteration 48Q: 3 clusters Score -7624743 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37109 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -7624738.000000 Penalty: 5254.229004
	Iteration 49Q: 3 clusters Score -7624738 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -7624741.500000 Penalty: 5254.229004
	Iteration 50Q: 3 clusters Score -7624742 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37227 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -7624752.500000 Penalty: 5254.229004
	Iteration 51Q: 3 clusters Score -7624752 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -7624752.500000 Penalty: 5254.229004
	Iteration 52Q: 3 clusters Score -7624752 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37361 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -7624751.000000 Penalty: 5254.229004
	Iteration 53Q: 3 clusters Score -7624751 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37412 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -7624760.000000 Penalty: 5254.229004
	Iteration 54Q: 3 clusters Score -7624760 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -7624769.500000 Penalty: 5254.229004
	Iteration 55Q: 3 clusters Score -7624770 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37492 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -7624765.500000 Penalty: 5254.229004
	Iteration 56Q: 3 clusters Score -7624766 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37526 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -7624751.000000 Penalty: 5254.229004
	Iteration 57Q: 3 clusters Score -7624751 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37555 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -7624762.000000 Penalty: 5254.229004
	Iteration 58Q: 3 clusters Score -7624762 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37583 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -7624759.500000 Penalty: 5254.229004
	Iteration 59Q: 3 clusters Score -7624760 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37616 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -7624765.000000 Penalty: 5254.229004
	Iteration 60F: 3 clusters Score -7624765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37643 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -7624752.500000 Penalty: 5254.229004
	Iteration 61Q: 3 clusters Score -7624752 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37670 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -7624758.000000 Penalty: 5254.229004
	Iteration 62Q: 3 clusters Score -7624758 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -7624729.500000 Penalty: 5254.229004
	Iteration 63Q: 3 clusters Score -7624730 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37710 members 
Mstep: Class 2 contains 2153 members 
Entering Unmasked Estep 
Score: -7624743.500000 Penalty: 5254.229004
	Iteration 64Q: 3 clusters Score -7624744 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37725 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -7624731.500000 Penalty: 5254.229004
	Iteration 65Q: 3 clusters Score -7624732 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37737 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -7624727.500000 Penalty: 5254.229004
	Iteration 66Q: 3 clusters Score -7624728 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37745 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -7624732.500000 Penalty: 5254.229004
	Iteration 67Q: 3 clusters Score -7624732 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37753 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -7624729.500000 Penalty: 5254.229004
	Iteration 68Q: 3 clusters Score -7624730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37759 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -7624725.500000 Penalty: 5254.229004
	Iteration 69Q: 3 clusters Score -7624726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37769 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -7624737.500000 Penalty: 5254.229004
	Iteration 70Q: 3 clusters Score -7624738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -7624743.000000 Penalty: 5254.229004
	Iteration 71Q: 3 clusters Score -7624743 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -7624744.500000 Penalty: 5254.229004
	Iteration 72Q: 3 clusters Score -7624744 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37796 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -7624737.000000 Penalty: 5254.229004
	Iteration 73Q: 3 clusters Score -7624737 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37807 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -7624735.500000 Penalty: 5254.229004
	Iteration 74Q: 3 clusters Score -7624736 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37818 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -7624737.000000 Penalty: 5254.229004
	Iteration 75Q: 3 clusters Score -7624737 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37827 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7624724.000000 Penalty: 5254.229004
	Iteration 76Q: 3 clusters Score -7624724 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37834 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -7624721.500000 Penalty: 5254.229004
	Iteration 77Q: 3 clusters Score -7624722 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37837 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -7624724.000000 Penalty: 5254.229004
	Iteration 78Q: 3 clusters Score -7624724 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37841 members 
Mstep: Class 2 contains 2022 members 
Entering Unmasked Estep 
Score: -7624723.000000 Penalty: 5254.229004
	Iteration 79Q: 3 clusters Score -7624723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37843 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -7624717.000000 Penalty: 5254.229004
	Iteration 80F: 3 clusters Score -7624717 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -7624723.500000 Penalty: 5254.229004
	Iteration 81Q: 3 clusters Score -7624724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7624722.000000 Penalty: 5254.229004
	Iteration 82Q: 3 clusters Score -7624722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -7624722.000000 Penalty: 5254.229004
	Iteration 83F: 3 clusters Score -7624722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (46062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46062 members 
Entering Unmasked Estep 
Score: -8640438.000000 Penalty: 2662.960449
	Iteration 0F: 2 clusters Score -8640438 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23060 members 
Mstep: Class 2 contains 23002 members 
Entering Unmasked Estep 
Score: -8612111.000000 Penalty: 5325.920898
	Iteration 0F: 3 clusters Score -8612111 nChanged 21196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23054 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8623884.000000 Penalty: 5325.920898
	Iteration 1F: 3 clusters Score -8623884 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23083 members 
Mstep: Class 2 contains 22979 members 
Entering Unmasked Estep 
Score: -8624348.000000 Penalty: 5325.920898
	Iteration 2Q: 3 clusters Score -8624348 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23157 members 
Mstep: Class 2 contains 22905 members 
Entering Unmasked Estep 
Score: -8624737.000000 Penalty: 5325.920898
	Iteration 3Q: 3 clusters Score -8624737 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 22743 members 
Entering Unmasked Estep 
Score: -8625099.000000 Penalty: 5325.920898
	Iteration 4Q: 3 clusters Score -8625099 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -8625442.000000 Penalty: 5325.920898
	Iteration 5Q: 3 clusters Score -8625442 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 22149 members 
Entering Unmasked Estep 
Score: -8625812.000000 Penalty: 5325.920898
	Iteration 6Q: 3 clusters Score -8625812 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24381 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -8626165.000000 Penalty: 5325.920898
	Iteration 7Q: 3 clusters Score -8626165 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -8626712.000000 Penalty: 5325.920898
	Iteration 8Q: 3 clusters Score -8626712 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25821 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -8627496.000000 Penalty: 5325.920898
	Iteration 9Q: 3 clusters Score -8627496 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -8628657.000000 Penalty: 5325.920898
	Iteration 10Q: 3 clusters Score -8628657 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28317 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -8630173.000000 Penalty: 5325.920898
	Iteration 11F: 3 clusters Score -8630173 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 16317 members 
Entering Unmasked Estep 
Score: -8631987.000000 Penalty: 5325.920898
	Iteration 12F: 3 clusters Score -8631987 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31034 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -8633467.000000 Penalty: 5325.920898
	Iteration 13F: 3 clusters Score -8633467 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32049 members 
Mstep: Class 2 contains 14013 members 
Entering Unmasked Estep 
Score: -8634318.000000 Penalty: 5325.920898
	Iteration 14Q: 3 clusters Score -8634318 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 13170 members 
Entering Unmasked Estep 
Score: -8634737.000000 Penalty: 5325.920898
	Iteration 15Q: 3 clusters Score -8634737 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33633 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -8634994.000000 Penalty: 5325.920898
	Iteration 16Q: 3 clusters Score -8634994 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 11692 members 
Entering Unmasked Estep 
Score: -8635149.000000 Penalty: 5325.920898
	Iteration 17Q: 3 clusters Score -8635149 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 10927 members 
Entering Unmasked Estep 
Score: -8635318.000000 Penalty: 5325.920898
	Iteration 18Q: 3 clusters Score -8635318 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35873 members 
Mstep: Class 2 contains 10189 members 
Entering Unmasked Estep 
Score: -8635450.000000 Penalty: 5325.920898
	Iteration 19Q: 3 clusters Score -8635450 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 9436 members 
Entering Unmasked Estep 
Score: -8635617.000000 Penalty: 5325.920898
	Iteration 20F: 3 clusters Score -8635617 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37335 members 
Mstep: Class 2 contains 8727 members 
Entering Unmasked Estep 
Score: -8635806.000000 Penalty: 5325.920898
	Iteration 21Q: 3 clusters Score -8635806 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38040 members 
Mstep: Class 2 contains 8022 members 
Entering Unmasked Estep 
Score: -8635961.000000 Penalty: 5325.920898
	Iteration 22Q: 3 clusters Score -8635961 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38719 members 
Mstep: Class 2 contains 7343 members 
Entering Unmasked Estep 
Score: -8636103.000000 Penalty: 5325.920898
	Iteration 23Q: 3 clusters Score -8636103 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39402 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -8636248.000000 Penalty: 5325.920898
	Iteration 24Q: 3 clusters Score -8636248 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40047 members 
Mstep: Class 2 contains 6015 members 
Entering Unmasked Estep 
Score: -8636433.000000 Penalty: 5325.920898
	Iteration 25Q: 3 clusters Score -8636433 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40675 members 
Mstep: Class 2 contains 5387 members 
Entering Unmasked Estep 
Score: -8636590.000000 Penalty: 5325.920898
	Iteration 26Q: 3 clusters Score -8636590 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -8636743.000000 Penalty: 5325.920898
	Iteration 27Q: 3 clusters Score -8636743 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -8636941.000000 Penalty: 5325.920898
	Iteration 28Q: 3 clusters Score -8636941 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -8637104.000000 Penalty: 5325.920898
	Iteration 29Q: 3 clusters Score -8637104 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42754 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8637261.000000 Penalty: 5325.920898
	Iteration 30Q: 3 clusters Score -8637261 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43142 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -8637382.000000 Penalty: 5325.920898
	Iteration 31Q: 3 clusters Score -8637382 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -8637449.000000 Penalty: 5325.920898
	Iteration 32Q: 3 clusters Score -8637449 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43822 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -8637562.000000 Penalty: 5325.920898
	Iteration 33Q: 3 clusters Score -8637562 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44120 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8637670.000000 Penalty: 5325.920898
	Iteration 34Q: 3 clusters Score -8637670 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -8637789.000000 Penalty: 5325.920898
	Iteration 35Q: 3 clusters Score -8637789 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44636 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8637887.000000 Penalty: 5325.920898
	Iteration 36Q: 3 clusters Score -8637887 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44839 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -8637986.000000 Penalty: 5325.920898
	Iteration 37Q: 3 clusters Score -8637986 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8638054.000000 Penalty: 5325.920898
	Iteration 38Q: 3 clusters Score -8638054 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -8638091.000000 Penalty: 5325.920898
	Iteration 39Q: 3 clusters Score -8638091 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45174 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8638132.000000 Penalty: 5325.920898
	Iteration 40F: 3 clusters Score -8638132 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8638183.000000 Penalty: 5325.920898
	Iteration 41Q: 3 clusters Score -8638183 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45298 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8638232.000000 Penalty: 5325.920898
	Iteration 42Q: 3 clusters Score -8638232 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45344 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8638240.000000 Penalty: 5325.920898
	Iteration 43Q: 3 clusters Score -8638240 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45373 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -8638224.000000 Penalty: 5325.920898
	Iteration 44Q: 3 clusters Score -8638224 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45399 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8638239.000000 Penalty: 5325.920898
	Iteration 45Q: 3 clusters Score -8638239 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45421 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -8638243.000000 Penalty: 5325.920898
	Iteration 46Q: 3 clusters Score -8638243 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45442 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -8638270.000000 Penalty: 5325.920898
	Iteration 47Q: 3 clusters Score -8638270 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45460 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -8638276.000000 Penalty: 5325.920898
	Iteration 48Q: 3 clusters Score -8638276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45476 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -8638283.000000 Penalty: 5325.920898
	Iteration 49Q: 3 clusters Score -8638283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45489 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -8638283.000000 Penalty: 5325.920898
	Iteration 50Q: 3 clusters Score -8638283 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45501 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -8638303.000000 Penalty: 5325.920898
	Iteration 51Q: 3 clusters Score -8638303 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45516 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -8638310.000000 Penalty: 5325.920898
	Iteration 52Q: 3 clusters Score -8638310 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45526 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -8638324.000000 Penalty: 5325.920898
	Iteration 53Q: 3 clusters Score -8638324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45532 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -8638320.000000 Penalty: 5325.920898
	Iteration 54Q: 3 clusters Score -8638320 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45538 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -8638326.000000 Penalty: 5325.920898
	Iteration 55Q: 3 clusters Score -8638326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -8638330.000000 Penalty: 5325.920898
	Iteration 56Q: 3 clusters Score -8638330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8638332.000000 Penalty: 5325.920898
	Iteration 57Q: 3 clusters Score -8638332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45542 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8638332.000000 Penalty: 5325.920898
	Iteration 58F: 3 clusters Score -8638332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1680 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1680 members 
Entering Unmasked Estep 
Score: -300540.062500 Penalty: 1841.784180
	Iteration 0F: 2 clusters Score -300540.1 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 841 members 
Entering Unmasked Estep 
Score: -298246.125000 Penalty: 3683.568359
	Iteration 0F: 3 clusters Score -298246.1 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -298788.937500 Penalty: 3683.568359
	Iteration 1F: 3 clusters Score -298788.9 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -298951.406250 Penalty: 3683.568359
	Iteration 2F: 3 clusters Score -298951.4 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 999 members 
Entering Unmasked Estep 
Score: -299071.656250 Penalty: 3683.568359
	Iteration 3F: 3 clusters Score -299071.7 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -299190.593750 Penalty: 3683.568359
	Iteration 4F: 3 clusters Score -299190.6 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -299314.125000 Penalty: 3683.568359
	Iteration 5Q: 3 clusters Score -299314.1 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -299471.875000 Penalty: 3683.568359
	Iteration 6Q: 3 clusters Score -299471.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -299592.593750 Penalty: 3683.568359
	Iteration 7Q: 3 clusters Score -299592.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 1281 members 
Entering Unmasked Estep 
Score: -299661.906250 Penalty: 3683.568359
	Iteration 8Q: 3 clusters Score -299661.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -299706.687500 Penalty: 3683.568359
	Iteration 9Q: 3 clusters Score -299706.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -299728.062500 Penalty: 3683.568359
	Iteration 10Q: 3 clusters Score -299728.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -299740.437500 Penalty: 3683.568359
	Iteration 11Q: 3 clusters Score -299740.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -299748.656250 Penalty: 3683.568359
	Iteration 12Q: 3 clusters Score -299748.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -299749.968750 Penalty: 3683.568359
	Iteration 13Q: 3 clusters Score -299750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -299752.625000 Penalty: 3683.568359
	Iteration 14Q: 3 clusters Score -299752.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -299756.281250 Penalty: 3683.568359
	Iteration 15Q: 3 clusters Score -299756.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -299760.468750 Penalty: 3683.568359
	Iteration 16Q: 3 clusters Score -299760.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -299764.656250 Penalty: 3683.568359
	Iteration 17Q: 3 clusters Score -299764.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -299765.031250 Penalty: 3683.568359
	Iteration 18Q: 3 clusters Score -299765 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -299765.031250 Penalty: 3683.568359
	Iteration 19F: 3 clusters Score -299765 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -145164.640625 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -145164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -143410.859375 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -143410.9 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -143764.234375 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -143764.2 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -143992.984375 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -143993 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -144164.546875 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -144164.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -144360.296875 Penalty: 3357.742432
	Iteration 4F: 3 clusters Score -144360.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -144464.500000 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -144464.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -144546.750000 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -144546.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -144580.078125 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -144580.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -144594.468750 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -144594.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -144604.468750 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -144604.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -144609.093750 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -144609.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -144610.781250 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -144610.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -144611.687500 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -144611.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -144614.250000 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -144614.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -144618.453125 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -144618.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -144619.796875 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -144619.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -144621.296875 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -144621.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -144621.734375 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -144621.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -144621.734375 Penalty: 3357.742432
	Iteration 18F: 3 clusters Score -144621.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (30069 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Entering Unmasked Estep 
Score: -6003699.000000 Penalty: 2557.189941
	Iteration 0F: 2 clusters Score -6003699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14959 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -5984467.500000 Penalty: 5114.379883
	Iteration 0F: 3 clusters Score -5984468 nChanged 13677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14514 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -5991789.500000 Penalty: 5114.379883
	Iteration 1F: 3 clusters Score -5991790 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14283 members 
Mstep: Class 2 contains 15786 members 
Entering Unmasked Estep 
Score: -5992278.500000 Penalty: 5114.379883
	Iteration 2Q: 3 clusters Score -5992278 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -5992718.500000 Penalty: 5114.379883
	Iteration 3Q: 3 clusters Score -5992718 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -5993170.500000 Penalty: 5114.379883
	Iteration 4Q: 3 clusters Score -5993170 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -5993680.000000 Penalty: 5114.379883
	Iteration 5Q: 3 clusters Score -5993680 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -5994359.500000 Penalty: 5114.379883
	Iteration 6Q: 3 clusters Score -5994360 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11120 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -5995169.000000 Penalty: 5114.379883
	Iteration 7Q: 3 clusters Score -5995169 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10001 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -5996108.500000 Penalty: 5114.379883
	Iteration 8Q: 3 clusters Score -5996108 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8921 members 
Mstep: Class 2 contains 21148 members 
Entering Unmasked Estep 
Score: -5997032.500000 Penalty: 5114.379883
	Iteration 9Q: 3 clusters Score -5997032 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -5997881.000000 Penalty: 5114.379883
	Iteration 10Q: 3 clusters Score -5997881 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -5998610.000000 Penalty: 5114.379883
	Iteration 11Q: 3 clusters Score -5998610 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6327 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -5999162.500000 Penalty: 5114.379883
	Iteration 12Q: 3 clusters Score -5999162 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5750 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -5999587.500000 Penalty: 5114.379883
	Iteration 13Q: 3 clusters Score -5999588 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -5999921.500000 Penalty: 5114.379883
	Iteration 14Q: 3 clusters Score -5999922 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -6000178.500000 Penalty: 5114.379883
	Iteration 15Q: 3 clusters Score -6000178 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -6000342.000000 Penalty: 5114.379883
	Iteration 16Q: 3 clusters Score -6000342 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -6000487.000000 Penalty: 5114.379883
	Iteration 17Q: 3 clusters Score -6000487 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -6000673.500000 Penalty: 5114.379883
	Iteration 18Q: 3 clusters Score -6000674 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -6000820.000000 Penalty: 5114.379883
	Iteration 19Q: 3 clusters Score -6000820 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -6000921.500000 Penalty: 5114.379883
	Iteration 20F: 3 clusters Score -6000922 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 26890 members 
Entering Unmasked Estep 
Score: -6001032.500000 Penalty: 5114.379883
	Iteration 21Q: 3 clusters Score -6001032 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 27095 members 
Entering Unmasked Estep 
Score: -6001117.000000 Penalty: 5114.379883
	Iteration 22Q: 3 clusters Score -6001117 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 27271 members 
Entering Unmasked Estep 
Score: -6001188.000000 Penalty: 5114.379883
	Iteration 23Q: 3 clusters Score -6001188 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2621 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -6001238.500000 Penalty: 5114.379883
	Iteration 24Q: 3 clusters Score -6001238 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 27599 members 
Entering Unmasked Estep 
Score: -6001271.000000 Penalty: 5114.379883
	Iteration 25Q: 3 clusters Score -6001271 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 27738 members 
Entering Unmasked Estep 
Score: -6001327.500000 Penalty: 5114.379883
	Iteration 26Q: 3 clusters Score -6001328 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 27864 members 
Entering Unmasked Estep 
Score: -6001357.000000 Penalty: 5114.379883
	Iteration 27Q: 3 clusters Score -6001357 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -6001408.000000 Penalty: 5114.379883
	Iteration 28Q: 3 clusters Score -6001408 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 28100 members 
Entering Unmasked Estep 
Score: -6001435.000000 Penalty: 5114.379883
	Iteration 29Q: 3 clusters Score -6001435 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 28193 members 
Entering Unmasked Estep 
Score: -6001459.000000 Penalty: 5114.379883
	Iteration 30Q: 3 clusters Score -6001459 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 28270 members 
Entering Unmasked Estep 
Score: -6001471.500000 Penalty: 5114.379883
	Iteration 31Q: 3 clusters Score -6001472 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 28336 members 
Entering Unmasked Estep 
Score: -6001492.000000 Penalty: 5114.379883
	Iteration 32Q: 3 clusters Score -6001492 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -6001526.500000 Penalty: 5114.379883
	Iteration 33Q: 3 clusters Score -6001526 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 28470 members 
Entering Unmasked Estep 
Score: -6001553.500000 Penalty: 5114.379883
	Iteration 34Q: 3 clusters Score -6001554 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -6001559.500000 Penalty: 5114.379883
	Iteration 35Q: 3 clusters Score -6001560 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -6001573.500000 Penalty: 5114.379883
	Iteration 36Q: 3 clusters Score -6001574 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 28631 members 
Entering Unmasked Estep 
Score: -6001582.500000 Penalty: 5114.379883
	Iteration 37Q: 3 clusters Score -6001582 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 28661 members 
Entering Unmasked Estep 
Score: -6001573.000000 Penalty: 5114.379883
	Iteration 38Q: 3 clusters Score -6001573 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -6001589.500000 Penalty: 5114.379883
	Iteration 39Q: 3 clusters Score -6001590 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -6001602.500000 Penalty: 5114.379883
	Iteration 40F: 3 clusters Score -6001602 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -6001603.500000 Penalty: 5114.379883
	Iteration 41Q: 3 clusters Score -6001604 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -6001607.000000 Penalty: 5114.379883
	Iteration 42Q: 3 clusters Score -6001607 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -6001604.000000 Penalty: 5114.379883
	Iteration 43Q: 3 clusters Score -6001604 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 28806 members 
Entering Unmasked Estep 
Score: -6001609.000000 Penalty: 5114.379883
	Iteration 44Q: 3 clusters Score -6001609 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 28817 members 
Entering Unmasked Estep 
Score: -6001615.000000 Penalty: 5114.379883
	Iteration 45Q: 3 clusters Score -6001615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 28822 members 
Entering Unmasked Estep 
Score: -6001615.000000 Penalty: 5114.379883
	Iteration 46Q: 3 clusters Score -6001615 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 28827 members 
Entering Unmasked Estep 
Score: -6001610.500000 Penalty: 5114.379883
	Iteration 47Q: 3 clusters Score -6001610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 28832 members 
Entering Unmasked Estep 
Score: -6001609.500000 Penalty: 5114.379883
	Iteration 48Q: 3 clusters Score -6001610 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 28837 members 
Entering Unmasked Estep 
Score: -6001614.500000 Penalty: 5114.379883
	Iteration 49Q: 3 clusters Score -6001614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 28842 members 
Entering Unmasked Estep 
Score: -6001612.000000 Penalty: 5114.379883
	Iteration 50Q: 3 clusters Score -6001612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 28851 members 
Entering Unmasked Estep 
Score: -6001617.500000 Penalty: 5114.379883
	Iteration 51Q: 3 clusters Score -6001618 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -6001607.000000 Penalty: 5114.379883
	Iteration 52Q: 3 clusters Score -6001607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -6001626.000000 Penalty: 5114.379883
	Iteration 53Q: 3 clusters Score -6001626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1167 members 
Mstep: Class 2 contains 28902 members 
Entering Unmasked Estep 
Score: -6001622.000000 Penalty: 5114.379883
	Iteration 54Q: 3 clusters Score -6001622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 28911 members 
Entering Unmasked Estep 
Score: -6001623.000000 Penalty: 5114.379883
	Iteration 55Q: 3 clusters Score -6001623 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 28927 members 
Entering Unmasked Estep 
Score: -6001617.000000 Penalty: 5114.379883
	Iteration 56Q: 3 clusters Score -6001617 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -6001623.000000 Penalty: 5114.379883
	Iteration 57Q: 3 clusters Score -6001623 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 28948 members 
Entering Unmasked Estep 
Score: -6001622.000000 Penalty: 5114.379883
	Iteration 58Q: 3 clusters Score -6001622 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 28961 members 
Entering Unmasked Estep 
Score: -6001633.000000 Penalty: 5114.379883
	Iteration 59Q: 3 clusters Score -6001633 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -6001634.500000 Penalty: 5114.379883
	Iteration 60F: 3 clusters Score -6001634 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -6001636.500000 Penalty: 5114.379883
	Iteration 61Q: 3 clusters Score -6001636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -6001633.000000 Penalty: 5114.379883
	Iteration 62Q: 3 clusters Score -6001633 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -6001629.500000 Penalty: 5114.379883
	Iteration 63Q: 3 clusters Score -6001630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 28992 members 
Entering Unmasked Estep 
Score: -6001632.500000 Penalty: 5114.379883
	Iteration 64Q: 3 clusters Score -6001632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -6001637.000000 Penalty: 5114.379883
	Iteration 65Q: 3 clusters Score -6001637 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 28994 members 
Entering Unmasked Estep 
Score: -6001637.500000 Penalty: 5114.379883
	Iteration 66Q: 3 clusters Score -6001638 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -6001640.000000 Penalty: 5114.379883
	Iteration 67Q: 3 clusters Score -6001640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 29006 members 
Entering Unmasked Estep 
Score: -6001646.500000 Penalty: 5114.379883
	Iteration 68Q: 3 clusters Score -6001646 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 29013 members 
Entering Unmasked Estep 
Score: -6001644.000000 Penalty: 5114.379883
	Iteration 69Q: 3 clusters Score -6001644 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 29014 members 
Entering Unmasked Estep 
Score: -6001644.500000 Penalty: 5114.379883
	Iteration 70Q: 3 clusters Score -6001644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
Score: -6001640.500000 Penalty: 5114.379883
	Iteration 71Q: 3 clusters Score -6001640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -6001643.500000 Penalty: 5114.379883
	Iteration 72Q: 3 clusters Score -6001644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 29019 members 
Entering Unmasked Estep 
Score: -6001644.000000 Penalty: 5114.379883
	Iteration 73Q: 3 clusters Score -6001644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 29021 members 
Entering Unmasked Estep 
Score: -6001649.000000 Penalty: 5114.379883
	Iteration 74Q: 3 clusters Score -6001649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 29024 members 
Entering Unmasked Estep 
Score: -6001656.000000 Penalty: 5114.379883
	Iteration 75Q: 3 clusters Score -6001656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -6001646.500000 Penalty: 5114.379883
	Iteration 76Q: 3 clusters Score -6001646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 29032 members 
Entering Unmasked Estep 
Score: -6001643.000000 Penalty: 5114.379883
	Iteration 77Q: 3 clusters Score -6001643 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -6001647.500000 Penalty: 5114.379883
	Iteration 78Q: 3 clusters Score -6001648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -6001647.500000 Penalty: 5114.379883
	Iteration 79Q: 3 clusters Score -6001648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 29037 members 
Entering Unmasked Estep 
Score: -6001651.000000 Penalty: 5114.379883
	Iteration 80F: 3 clusters Score -6001651 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 29039 members 
Entering Unmasked Estep 
Score: -6001656.500000 Penalty: 5114.379883
	Iteration 81Q: 3 clusters Score -6001656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -6001653.000000 Penalty: 5114.379883
	Iteration 82Q: 3 clusters Score -6001653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -6001653.000000 Penalty: 5114.379883
	Iteration 83F: 3 clusters Score -6001653 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (30817 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30817 members 
Entering Unmasked Estep 
Score: -6140003.500000 Penalty: 2563.283936
	Iteration 0F: 2 clusters Score -6140004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15316 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -6120701.000000 Penalty: 5126.567871
	Iteration 0F: 3 clusters Score -6120701 nChanged 13891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14229 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -6128509.500000 Penalty: 5126.567871
	Iteration 1F: 3 clusters Score -6128510 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 16973 members 
Entering Unmasked Estep 
Score: -6129276.000000 Penalty: 5126.567871
	Iteration 2F: 3 clusters Score -6129276 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -6130133.000000 Penalty: 5126.567871
	Iteration 3F: 3 clusters Score -6130133 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -6131105.500000 Penalty: 5126.567871
	Iteration 4F: 3 clusters Score -6131106 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12935 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -6132258.000000 Penalty: 5126.567871
	Iteration 5F: 3 clusters Score -6132258 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 17942 members 
Entering Unmasked Estep 
Score: -6133847.000000 Penalty: 5126.567871
	Iteration 6F: 3 clusters Score -6133847 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -6135565.000000 Penalty: 5126.567871
	Iteration 7F: 3 clusters Score -6135565 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -6136583.500000 Penalty: 5126.567871
	Iteration 8F: 3 clusters Score -6136584 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 17333 members 
Entering Unmasked Estep 
Score: -6136981.500000 Penalty: 5126.567871
	Iteration 9Q: 3 clusters Score -6136982 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 16901 members 
Entering Unmasked Estep 
Score: -6137220.500000 Penalty: 5126.567871
	Iteration 10Q: 3 clusters Score -6137220 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -6137302.500000 Penalty: 5126.567871
	Iteration 11Q: 3 clusters Score -6137302 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14781 members 
Mstep: Class 2 contains 16036 members 
Entering Unmasked Estep 
Score: -6137379.500000 Penalty: 5126.567871
	Iteration 12Q: 3 clusters Score -6137380 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -6137420.000000 Penalty: 5126.567871
	Iteration 13Q: 3 clusters Score -6137420 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 15099 members 
Entering Unmasked Estep 
Score: -6137435.500000 Penalty: 5126.567871
	Iteration 14Q: 3 clusters Score -6137436 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16094 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -6137400.000000 Penalty: 5126.567871
	Iteration 15Q: 3 clusters Score -6137400 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 14394 members 
Entering Unmasked Estep 
Score: -6137389.500000 Penalty: 5126.567871
	Iteration 16Q: 3 clusters Score -6137390 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 14069 members 
Entering Unmasked Estep 
Score: -6137373.500000 Penalty: 5126.567871
	Iteration 17Q: 3 clusters Score -6137374 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 13777 members 
Entering Unmasked Estep 
Score: -6137379.500000 Penalty: 5126.567871
	Iteration 18Q: 3 clusters Score -6137380 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -6137355.500000 Penalty: 5126.567871
	Iteration 19Q: 3 clusters Score -6137356 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -6137342.000000 Penalty: 5126.567871
	Iteration 20F: 3 clusters Score -6137342 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17804 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -6137347.500000 Penalty: 5126.567871
	Iteration 21Q: 3 clusters Score -6137348 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18062 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -6137378.500000 Penalty: 5126.567871
	Iteration 22Q: 3 clusters Score -6137378 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 12527 members 
Entering Unmasked Estep 
Score: -6137427.000000 Penalty: 5126.567871
	Iteration 23Q: 3 clusters Score -6137427 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -6137365.000000 Penalty: 5126.567871
	Iteration 24Q: 3 clusters Score -6137365 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -6137388.000000 Penalty: 5126.567871
	Iteration 25Q: 3 clusters Score -6137388 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -6137422.500000 Penalty: 5126.567871
	Iteration 26Q: 3 clusters Score -6137422 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 11315 members 
Entering Unmasked Estep 
Score: -6137451.000000 Penalty: 5126.567871
	Iteration 27Q: 3 clusters Score -6137451 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19887 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -6137506.000000 Penalty: 5126.567871
	Iteration 28Q: 3 clusters Score -6137506 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20316 members 
Mstep: Class 2 contains 10501 members 
Entering Unmasked Estep 
Score: -6137560.500000 Penalty: 5126.567871
	Iteration 29Q: 3 clusters Score -6137560 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20775 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -6137558.000000 Penalty: 5126.567871
	Iteration 30Q: 3 clusters Score -6137558 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -6137624.000000 Penalty: 5126.567871
	Iteration 31Q: 3 clusters Score -6137624 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21747 members 
Mstep: Class 2 contains 9070 members 
Entering Unmasked Estep 
Score: -6137645.000000 Penalty: 5126.567871
	Iteration 32Q: 3 clusters Score -6137645 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22181 members 
Mstep: Class 2 contains 8636 members 
Entering Unmasked Estep 
Score: -6137646.500000 Penalty: 5126.567871
	Iteration 33Q: 3 clusters Score -6137646 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22581 members 
Mstep: Class 2 contains 8236 members 
Entering Unmasked Estep 
Score: -6137619.500000 Penalty: 5126.567871
	Iteration 34Q: 3 clusters Score -6137620 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22979 members 
Mstep: Class 2 contains 7838 members 
Entering Unmasked Estep 
Score: -6137642.000000 Penalty: 5126.567871
	Iteration 35Q: 3 clusters Score -6137642 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23367 members 
Mstep: Class 2 contains 7450 members 
Entering Unmasked Estep 
Score: -6137637.500000 Penalty: 5126.567871
	Iteration 36Q: 3 clusters Score -6137638 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23855 members 
Mstep: Class 2 contains 6962 members 
Entering Unmasked Estep 
Score: -6137661.500000 Penalty: 5126.567871
	Iteration 37Q: 3 clusters Score -6137662 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24353 members 
Mstep: Class 2 contains 6464 members 
Entering Unmasked Estep 
Score: -6137638.000000 Penalty: 5126.567871
	Iteration 38Q: 3 clusters Score -6137638 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24860 members 
Mstep: Class 2 contains 5957 members 
Entering Unmasked Estep 
Score: -6137636.500000 Penalty: 5126.567871
	Iteration 39Q: 3 clusters Score -6137636 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25329 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -6137695.500000 Penalty: 5126.567871
	Iteration 40F: 3 clusters Score -6137696 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25715 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -6137673.000000 Penalty: 5126.567871
	Iteration 41Q: 3 clusters Score -6137673 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 4744 members 
Entering Unmasked Estep 
Score: -6137778.000000 Penalty: 5126.567871
	Iteration 42Q: 3 clusters Score -6137778 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26341 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -6137849.000000 Penalty: 5126.567871
	Iteration 43Q: 3 clusters Score -6137849 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26550 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -6137898.000000 Penalty: 5126.567871
	Iteration 44Q: 3 clusters Score -6137898 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26753 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -6137953.500000 Penalty: 5126.567871
	Iteration 45Q: 3 clusters Score -6137954 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 3901 members 
Entering Unmasked Estep 
Score: -6138009.000000 Penalty: 5126.567871
	Iteration 46Q: 3 clusters Score -6138009 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27070 members 
Mstep: Class 2 contains 3747 members 
Entering Unmasked Estep 
Score: -6138054.000000 Penalty: 5126.567871
	Iteration 47Q: 3 clusters Score -6138054 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -6138100.000000 Penalty: 5126.567871
	Iteration 48Q: 3 clusters Score -6138100 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27272 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -6138116.500000 Penalty: 5126.567871
	Iteration 49Q: 3 clusters Score -6138116 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -6138150.500000 Penalty: 5126.567871
	Iteration 50Q: 3 clusters Score -6138150 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27393 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -6138149.000000 Penalty: 5126.567871
	Iteration 51Q: 3 clusters Score -6138149 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -6138151.500000 Penalty: 5126.567871
	Iteration 52Q: 3 clusters Score -6138152 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -6138145.000000 Penalty: 5126.567871
	Iteration 53Q: 3 clusters Score -6138145 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 3237 members 
Entering Unmasked Estep 
Score: -6138159.000000 Penalty: 5126.567871
	Iteration 54Q: 3 clusters Score -6138159 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -6138177.500000 Penalty: 5126.567871
	Iteration 55Q: 3 clusters Score -6138178 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -6138177.500000 Penalty: 5126.567871
	Iteration 56Q: 3 clusters Score -6138178 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27706 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -6138191.000000 Penalty: 5126.567871
	Iteration 57Q: 3 clusters Score -6138191 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -6138185.500000 Penalty: 5126.567871
	Iteration 58Q: 3 clusters Score -6138186 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27806 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -6138186.000000 Penalty: 5126.567871
	Iteration 59Q: 3 clusters Score -6138186 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27862 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -6138198.000000 Penalty: 5126.567871
	Iteration 60F: 3 clusters Score -6138198 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -6138209.500000 Penalty: 5126.567871
	Iteration 61Q: 3 clusters Score -6138210 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -6138211.000000 Penalty: 5126.567871
	Iteration 62Q: 3 clusters Score -6138211 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -6138229.500000 Penalty: 5126.567871
	Iteration 63Q: 3 clusters Score -6138230 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28107 members 
Mstep: Class 2 contains 2710 members 
Entering Unmasked Estep 
Score: -6138219.500000 Penalty: 5126.567871
	Iteration 64Q: 3 clusters Score -6138220 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28151 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -6138247.000000 Penalty: 5126.567871
	Iteration 65Q: 3 clusters Score -6138247 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28183 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -6138243.000000 Penalty: 5126.567871
	Iteration 66Q: 3 clusters Score -6138243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28219 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -6138259.500000 Penalty: 5126.567871
	Iteration 67Q: 3 clusters Score -6138260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28258 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -6138250.500000 Penalty: 5126.567871
	Iteration 68Q: 3 clusters Score -6138250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28283 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -6138254.000000 Penalty: 5126.567871
	Iteration 69Q: 3 clusters Score -6138254 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -6138244.500000 Penalty: 5126.567871
	Iteration 70Q: 3 clusters Score -6138244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -6138247.500000 Penalty: 5126.567871
	Iteration 71Q: 3 clusters Score -6138248 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28372 members 
Mstep: Class 2 contains 2445 members 
Entering Unmasked Estep 
Score: -6138258.500000 Penalty: 5126.567871
	Iteration 72Q: 3 clusters Score -6138258 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28396 members 
Mstep: Class 2 contains 2421 members 
Entering Unmasked Estep 
Score: -6138252.500000 Penalty: 5126.567871
	Iteration 73Q: 3 clusters Score -6138252 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6138243.000000 Penalty: 5126.567871
	Iteration 74Q: 3 clusters Score -6138243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 2370 members 
Entering Unmasked Estep 
Score: -6138241.500000 Penalty: 5126.567871
	Iteration 75Q: 3 clusters Score -6138242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6138240.000000 Penalty: 5126.567871
	Iteration 76Q: 3 clusters Score -6138240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28494 members 
Mstep: Class 2 contains 2323 members 
Entering Unmasked Estep 
Score: -6138238.000000 Penalty: 5126.567871
	Iteration 77Q: 3 clusters Score -6138238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -6138238.500000 Penalty: 5126.567871
	Iteration 78Q: 3 clusters Score -6138238 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -6138236.500000 Penalty: 5126.567871
	Iteration 79Q: 3 clusters Score -6138236 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28536 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -6138233.500000 Penalty: 5126.567871
	Iteration 80F: 3 clusters Score -6138234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -6138237.500000 Penalty: 5126.567871
	Iteration 81Q: 3 clusters Score -6138238 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -6138235.500000 Penalty: 5126.567871
	Iteration 82Q: 3 clusters Score -6138236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -6138234.000000 Penalty: 5126.567871
	Iteration 83Q: 3 clusters Score -6138234 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28608 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -6138233.000000 Penalty: 5126.567871
	Iteration 84Q: 3 clusters Score -6138233 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -6138244.500000 Penalty: 5126.567871
	Iteration 85Q: 3 clusters Score -6138244 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28659 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -6138244.500000 Penalty: 5126.567871
	Iteration 86Q: 3 clusters Score -6138244 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28676 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6138247.000000 Penalty: 5126.567871
	Iteration 87Q: 3 clusters Score -6138247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28691 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -6138240.000000 Penalty: 5126.567871
	Iteration 88Q: 3 clusters Score -6138240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -6138237.500000 Penalty: 5126.567871
	Iteration 89Q: 3 clusters Score -6138238 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -6138236.000000 Penalty: 5126.567871
	Iteration 90Q: 3 clusters Score -6138236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28732 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6138239.000000 Penalty: 5126.567871
	Iteration 91Q: 3 clusters Score -6138239 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28749 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -6138241.500000 Penalty: 5126.567871
	Iteration 92Q: 3 clusters Score -6138242 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28762 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6138244.500000 Penalty: 5126.567871
	Iteration 93Q: 3 clusters Score -6138244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28772 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6138246.000000 Penalty: 5126.567871
	Iteration 94Q: 3 clusters Score -6138246 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -6138252.500000 Penalty: 5126.567871
	Iteration 95Q: 3 clusters Score -6138252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28791 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -6138248.500000 Penalty: 5126.567871
	Iteration 96Q: 3 clusters Score -6138248 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28793 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -6138253.000000 Penalty: 5126.567871
	Iteration 97Q: 3 clusters Score -6138253 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6138255.000000 Penalty: 5126.567871
	Iteration 98Q: 3 clusters Score -6138255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6138253.000000 Penalty: 5126.567871
	Iteration 99Q: 3 clusters Score -6138253 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28800 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -6138253.000000 Penalty: 5126.567871
	Iteration 100F: 3 clusters Score -6138253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28801 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -6138250.000000 Penalty: 5126.567871
	Iteration 101Q: 3 clusters Score -6138250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 2013 members 
Entering Unmasked Estep 
Score: -6138251.000000 Penalty: 5126.567871
	Iteration 102Q: 3 clusters Score -6138251 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28810 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -6138262.500000 Penalty: 5126.567871
	Iteration 103Q: 3 clusters Score -6138262 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28816 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -6138254.500000 Penalty: 5126.567871
	Iteration 104Q: 3 clusters Score -6138254 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28821 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -6138250.000000 Penalty: 5126.567871
	Iteration 105Q: 3 clusters Score -6138250 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -6138254.000000 Penalty: 5126.567871
	Iteration 106Q: 3 clusters Score -6138254 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6138259.500000 Penalty: 5126.567871
	Iteration 107Q: 3 clusters Score -6138260 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28846 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -6138250.500000 Penalty: 5126.567871
	Iteration 108Q: 3 clusters Score -6138250 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6138249.000000 Penalty: 5126.567871
	Iteration 109Q: 3 clusters Score -6138249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28876 members 
Mstep: Class 2 contains 1941 members 
Entering Unmasked Estep 
Score: -6138252.000000 Penalty: 5126.567871
	Iteration 110Q: 3 clusters Score -6138252 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28889 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -6138241.500000 Penalty: 5126.567871
	Iteration 111Q: 3 clusters Score -6138242 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28909 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -6138240.000000 Penalty: 5126.567871
	Iteration 112Q: 3 clusters Score -6138240 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -6138251.500000 Penalty: 5126.567871
	Iteration 113Q: 3 clusters Score -6138252 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -6138247.500000 Penalty: 5126.567871
	Iteration 114Q: 3 clusters Score -6138248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28954 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -6138248.500000 Penalty: 5126.567871
	Iteration 115Q: 3 clusters Score -6138248 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28968 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -6138240.500000 Penalty: 5126.567871
	Iteration 116Q: 3 clusters Score -6138240 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28980 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -6138240.000000 Penalty: 5126.567871
	Iteration 117Q: 3 clusters Score -6138240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -6138237.500000 Penalty: 5126.567871
	Iteration 118Q: 3 clusters Score -6138238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29004 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -6138248.000000 Penalty: 5126.567871
	Iteration 119Q: 3 clusters Score -6138248 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29017 members 
Mstep: Class 2 contains 1800 members 
Entering Unmasked Estep 
Score: -6138251.500000 Penalty: 5126.567871
	Iteration 120F: 3 clusters Score -6138252 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29028 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -6138244.000000 Penalty: 5126.567871
	Iteration 121Q: 3 clusters Score -6138244 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29036 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -6138240.000000 Penalty: 5126.567871
	Iteration 122Q: 3 clusters Score -6138240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29042 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -6138246.500000 Penalty: 5126.567871
	Iteration 123Q: 3 clusters Score -6138246 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29050 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -6138243.500000 Penalty: 5126.567871
	Iteration 124Q: 3 clusters Score -6138244 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29054 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -6138240.000000 Penalty: 5126.567871
	Iteration 125Q: 3 clusters Score -6138240 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29056 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -6138250.000000 Penalty: 5126.567871
	Iteration 126Q: 3 clusters Score -6138250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29057 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -6138250.000000 Penalty: 5126.567871
	Iteration 127Q: 3 clusters Score -6138250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29058 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -6138254.500000 Penalty: 5126.567871
	Iteration 128Q: 3 clusters Score -6138254 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29059 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -6138249.500000 Penalty: 5126.567871
	Iteration 129Q: 3 clusters Score -6138250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6138254.500000 Penalty: 5126.567871
	Iteration 130Q: 3 clusters Score -6138254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29060 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -6138254.500000 Penalty: 5126.567871
	Iteration 131F: 3 clusters Score -6138254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -80723.734375 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -80723.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79234.203125 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79234.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79369.984375 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -79369.98 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -79410.265625 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -79410.27 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -79439.890625 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -79439.89 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -79465.898438 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -79465.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -79480.875000 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -79480.88 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -79495.171875 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -79495.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -79505.515625 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -79505.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79517.445312 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -79517.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -79521.625000 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -79521.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79524.109375 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -79524.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79524.109375 Penalty: 3067.337891
	Iteration 11F: 3 clusters Score -79524.11 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -53744.839844 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -53744.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52576.109375 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -52576.11 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -52805.167969 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -52805.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -52861.726562 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -52861.73 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -52923.488281 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -52923.49 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -52949.609375 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -52949.61 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -52960.304688 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -52960.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -52969.570312 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -52969.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -52976.285156 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -52976.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -52995.062500 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -52995.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -52997.488281 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -52997.49 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -52997.488281 Penalty: 2905.534668
	Iteration 10F: 3 clusters Score -52997.49 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -212900.250000 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -212900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -210892.078125 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -210892.1 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -211330.000000 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -211330 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -211607.593750 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -211607.6 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -211864.062500 Penalty: 3481.127197
	Iteration 3F: 3 clusters Score -211864.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -212052.296875 Penalty: 3481.127197
	Iteration 4F: 3 clusters Score -212052.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -212177.671875 Penalty: 3481.127197
	Iteration 5F: 3 clusters Score -212177.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -212247.515625 Penalty: 3481.127197
	Iteration 6Q: 3 clusters Score -212247.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -212295.890625 Penalty: 3481.127197
	Iteration 7Q: 3 clusters Score -212295.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -212313.968750 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -212314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -212326.578125 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -212326.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -212334.203125 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -212334.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -212338.406250 Penalty: 3481.127197
	Iteration 11Q: 3 clusters Score -212338.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -212342.093750 Penalty: 3481.127197
	Iteration 12Q: 3 clusters Score -212342.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -212345.953125 Penalty: 3481.127197
	Iteration 13Q: 3 clusters Score -212346 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -212347.015625 Penalty: 3481.127197
	Iteration 14Q: 3 clusters Score -212347 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -212348.234375 Penalty: 3481.127197
	Iteration 15Q: 3 clusters Score -212348.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -212350.125000 Penalty: 3481.127197
	Iteration 16Q: 3 clusters Score -212350.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -212352.484375 Penalty: 3481.127197
	Iteration 17Q: 3 clusters Score -212352.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -212352.484375 Penalty: 3481.127197
	Iteration 18F: 3 clusters Score -212352.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -102216.226562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -102216.2 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 312 members 
Entering Unmasked Estep 
Score: -100603.664062 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -100603.7 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -100762.679688 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -100762.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -100799.570312 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -100799.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -100826.273438 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -100826.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100847.351562 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -100847.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100865.085938 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -100865.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100882.710938 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -100882.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100892.609375 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -100892.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -100902.296875 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -100902.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -100914.765625 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -100914.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -100920.960938 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -100921 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -100925.859375 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -100925.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -100927.859375 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -100927.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -100927.859375 Penalty: 3184.317383
	Iteration 13F: 3 clusters Score -100927.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -89970.000000 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -89970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -88407.156250 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -88407.16 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -88586.140625 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -88586.14 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -88638.296875 Penalty: 3124.278809
	Iteration 2Q: 3 clusters Score -88638.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -88669.796875 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -88669.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -88688.562500 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -88688.56 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -88703.750000 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -88703.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -88715.664062 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -88715.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -88730.335938 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -88730.34 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -88768.890625 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -88768.89 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -88810.835938 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -88810.84 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -88829.492188 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -88829.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -88848.585938 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -88848.59 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -88871.046875 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -88871.05 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -88888.937500 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -88888.94 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -88912.906250 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -88912.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -88934.085938 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -88934.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -88952.632812 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -88952.63 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -88957.328125 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -88957.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -88959.054688 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -88959.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -88959.054688 Penalty: 3124.278809
	Iteration 19F: 3 clusters Score -88959.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (22493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22493 members 
Entering Unmasked Estep 
Score: -4506250.500000 Penalty: 2485.197998
	Iteration 0F: 2 clusters Score -4506250 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11183 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -4490813.000000 Penalty: 4970.395996
	Iteration 0F: 3 clusters Score -4490813 nChanged 10026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10905 members 
Mstep: Class 2 contains 11588 members 
Entering Unmasked Estep 
Score: -4496178.500000 Penalty: 4970.395996
	Iteration 1F: 3 clusters Score -4496178 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4496534.000000 Penalty: 4970.395996
	Iteration 2Q: 3 clusters Score -4496534 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 12050 members 
Entering Unmasked Estep 
Score: -4496879.000000 Penalty: 4970.395996
	Iteration 3Q: 3 clusters Score -4496879 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 12391 members 
Entering Unmasked Estep 
Score: -4497229.000000 Penalty: 4970.395996
	Iteration 4Q: 3 clusters Score -4497229 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9677 members 
Mstep: Class 2 contains 12816 members 
Entering Unmasked Estep 
Score: -4497597.500000 Penalty: 4970.395996
	Iteration 5Q: 3 clusters Score -4497598 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4497974.000000 Penalty: 4970.395996
	Iteration 6Q: 3 clusters Score -4497974 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -4498491.000000 Penalty: 4970.395996
	Iteration 7Q: 3 clusters Score -4498491 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 14423 members 
Entering Unmasked Estep 
Score: -4499186.500000 Penalty: 4970.395996
	Iteration 8F: 3 clusters Score -4499186 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7406 members 
Mstep: Class 2 contains 15087 members 
Entering Unmasked Estep 
Score: -4500040.500000 Penalty: 4970.395996
	Iteration 9F: 3 clusters Score -4500040 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6758 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -4501044.000000 Penalty: 4970.395996
	Iteration 10F: 3 clusters Score -4501044 nChanged 1110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 16233 members 
Entering Unmasked Estep 
Score: -4502064.000000 Penalty: 4970.395996
	Iteration 11Q: 3 clusters Score -4502064 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 16554 members 
Entering Unmasked Estep 
Score: -4502782.500000 Penalty: 4970.395996
	Iteration 12Q: 3 clusters Score -4502782 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -4503080.000000 Penalty: 4970.395996
	Iteration 13Q: 3 clusters Score -4503080 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 16832 members 
Entering Unmasked Estep 
Score: -4503238.500000 Penalty: 4970.395996
	Iteration 14Q: 3 clusters Score -4503238 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -4503346.500000 Penalty: 4970.395996
	Iteration 15Q: 3 clusters Score -4503346 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -4503403.000000 Penalty: 4970.395996
	Iteration 16Q: 3 clusters Score -4503403 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -4503432.500000 Penalty: 4970.395996
	Iteration 17Q: 3 clusters Score -4503432 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5448 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -4503468.000000 Penalty: 4970.395996
	Iteration 18Q: 3 clusters Score -4503468 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -4503489.000000 Penalty: 4970.395996
	Iteration 19Q: 3 clusters Score -4503489 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 17108 members 
Entering Unmasked Estep 
Score: -4503512.000000 Penalty: 4970.395996
	Iteration 20F: 3 clusters Score -4503512 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5361 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -4503531.000000 Penalty: 4970.395996
	Iteration 21Q: 3 clusters Score -4503531 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5344 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -4503534.000000 Penalty: 4970.395996
	Iteration 22Q: 3 clusters Score -4503534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 17166 members 
Entering Unmasked Estep 
Score: -4503523.500000 Penalty: 4970.395996
	Iteration 23Q: 3 clusters Score -4503524 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -4503532.500000 Penalty: 4970.395996
	Iteration 24Q: 3 clusters Score -4503532 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5310 members 
Mstep: Class 2 contains 17183 members 
Entering Unmasked Estep 
Score: -4503540.500000 Penalty: 4970.395996
	Iteration 25Q: 3 clusters Score -4503540 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 17190 members 
Entering Unmasked Estep 
Score: -4503546.000000 Penalty: 4970.395996
	Iteration 26Q: 3 clusters Score -4503546 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -4503552.500000 Penalty: 4970.395996
	Iteration 27Q: 3 clusters Score -4503552 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5280 members 
Mstep: Class 2 contains 17213 members 
Entering Unmasked Estep 
Score: -4503557.500000 Penalty: 4970.395996
	Iteration 28Q: 3 clusters Score -4503558 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -4503558.500000 Penalty: 4970.395996
	Iteration 29Q: 3 clusters Score -4503558 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 17241 members 
Entering Unmasked Estep 
Score: -4503562.000000 Penalty: 4970.395996
	Iteration 30Q: 3 clusters Score -4503562 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5245 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -4503578.500000 Penalty: 4970.395996
	Iteration 31Q: 3 clusters Score -4503578 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -4503581.000000 Penalty: 4970.395996
	Iteration 32Q: 3 clusters Score -4503581 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5235 members 
Mstep: Class 2 contains 17258 members 
Entering Unmasked Estep 
Score: -4503580.500000 Penalty: 4970.395996
	Iteration 33Q: 3 clusters Score -4503580 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 17262 members 
Entering Unmasked Estep 
Score: -4503582.000000 Penalty: 4970.395996
	Iteration 34Q: 3 clusters Score -4503582 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 17264 members 
Entering Unmasked Estep 
Score: -4503589.500000 Penalty: 4970.395996
	Iteration 35Q: 3 clusters Score -4503590 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4503588.500000 Penalty: 4970.395996
	Iteration 36Q: 3 clusters Score -4503588 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5219 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -4503585.000000 Penalty: 4970.395996
	Iteration 37Q: 3 clusters Score -4503585 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 17282 members 
Entering Unmasked Estep 
Score: -4503583.000000 Penalty: 4970.395996
	Iteration 38Q: 3 clusters Score -4503583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 17287 members 
Entering Unmasked Estep 
Score: -4503586.500000 Penalty: 4970.395996
	Iteration 39Q: 3 clusters Score -4503586 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4503591.500000 Penalty: 4970.395996
	Iteration 40F: 3 clusters Score -4503592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -4503590.000000 Penalty: 4970.395996
	Iteration 41Q: 3 clusters Score -4503590 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 17302 members 
Entering Unmasked Estep 
Score: -4503591.000000 Penalty: 4970.395996
	Iteration 42Q: 3 clusters Score -4503591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4503596.500000 Penalty: 4970.395996
	Iteration 43Q: 3 clusters Score -4503596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 17315 members 
Entering Unmasked Estep 
Score: -4503596.000000 Penalty: 4970.395996
	Iteration 44Q: 3 clusters Score -4503596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5172 members 
Mstep: Class 2 contains 17321 members 
Entering Unmasked Estep 
Score: -4503598.000000 Penalty: 4970.395996
	Iteration 45Q: 3 clusters Score -4503598 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5166 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -4503601.500000 Penalty: 4970.395996
	Iteration 46Q: 3 clusters Score -4503602 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 17331 members 
Entering Unmasked Estep 
Score: -4503594.500000 Penalty: 4970.395996
	Iteration 47Q: 3 clusters Score -4503594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 17334 members 
Entering Unmasked Estep 
Score: -4503599.000000 Penalty: 4970.395996
	Iteration 48Q: 3 clusters Score -4503599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4503597.000000 Penalty: 4970.395996
	Iteration 49Q: 3 clusters Score -4503597 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5155 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -4503593.500000 Penalty: 4970.395996
	Iteration 50Q: 3 clusters Score -4503594 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5154 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -4503593.000000 Penalty: 4970.395996
	Iteration 51Q: 3 clusters Score -4503593 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5151 members 
Mstep: Class 2 contains 17342 members 
Entering Unmasked Estep 
Score: -4503597.000000 Penalty: 4970.395996
	Iteration 52Q: 3 clusters Score -4503597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -4503595.500000 Penalty: 4970.395996
	Iteration 53Q: 3 clusters Score -4503596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 17344 members 
Entering Unmasked Estep 
Score: -4503599.000000 Penalty: 4970.395996
	Iteration 54Q: 3 clusters Score -4503599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5148 members 
Mstep: Class 2 contains 17345 members 
Entering Unmasked Estep 
Score: -4503592.500000 Penalty: 4970.395996
	Iteration 55Q: 3 clusters Score -4503592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5146 members 
Mstep: Class 2 contains 17347 members 
Entering Unmasked Estep 
Score: -4503592.500000 Penalty: 4970.395996
	Iteration 56Q: 3 clusters Score -4503592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -4503597.500000 Penalty: 4970.395996
	Iteration 57Q: 3 clusters Score -4503598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5142 members 
Mstep: Class 2 contains 17351 members 
Entering Unmasked Estep 
Score: -4503599.500000 Penalty: 4970.395996
	Iteration 58Q: 3 clusters Score -4503600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5140 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -4503599.500000 Penalty: 4970.395996
	Iteration 59Q: 3 clusters Score -4503600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 17356 members 
Entering Unmasked Estep 
Score: -4503602.000000 Penalty: 4970.395996
	Iteration 60F: 3 clusters Score -4503602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5132 members 
Mstep: Class 2 contains 17361 members 
Entering Unmasked Estep 
Score: -4503600.000000 Penalty: 4970.395996
	Iteration 61Q: 3 clusters Score -4503600 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -4503598.500000 Penalty: 4970.395996
	Iteration 62Q: 3 clusters Score -4503598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -4503599.500000 Penalty: 4970.395996
	Iteration 63Q: 3 clusters Score -4503600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5124 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -4503600.000000 Penalty: 4970.395996
	Iteration 64Q: 3 clusters Score -4503600 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -4503604.500000 Penalty: 4970.395996
	Iteration 65Q: 3 clusters Score -4503604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5121 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -4503604.500000 Penalty: 4970.395996
	Iteration 66F: 3 clusters Score -4503604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -81383.726562 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -81383.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -79890.265625 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79890.27 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80078.304688 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -80078.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80141.898438 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -80141.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -80164.046875 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -80164.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80174.000000 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -80174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80177.546875 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -80177.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -80177.546875 Penalty: 3067.337891
	Iteration 6F: 3 clusters Score -80177.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -73726.085938 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -73726.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72326.382812 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -72326.38 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72514.578125 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -72514.58 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72555.046875 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -72555.05 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72570.710938 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -72570.71 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72598.070312 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -72598.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72624.445312 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -72624.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72632.820312 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -72632.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -72633.765625 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -72633.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -72633.765625 Penalty: 3051.755371
	Iteration 8F: 3 clusters Score -72633.77 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29509 members 
Mstep: Class 3 contains 47150 members 
Mstep: Class 4 contains 4854 members 
Mstep: Class 5 contains 32553 members 
Mstep: Class 6 contains 30610 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47271 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 10 contains 19556 members 
Mstep: Class 11 contains 51554 members 
Mstep: Class 12 contains 70300 members 
Mstep: Class 13 contains 52975 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 29514 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46725 members 
Mstep: Class 18 contains 46093 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24504 members 
Mstep: Class 22 contains 36145 members 
Mstep: Class 23 contains 18021 members 
Mstep: Class 24 contains 30951 members 
Mstep: Class 25 contains 2791 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48685 members 
Mstep: Class 28 contains 22109 members 
Mstep: Class 29 contains 26483 members 
Mstep: Class 30 contains 59730 members 
Mstep: Class 31 contains 53768 members 
Mstep: Class 32 contains 66633 members 
Mstep: Class 33 contains 18915 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39863 members 
Mstep: Class 36 contains 46062 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30069 members 
Mstep: Class 40 contains 30817 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22493 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963168.000000 Penalty: 165768.828125
Iteration 279Q: 49 clusters Score -2.079632e+08 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29494 members 
Mstep: Class 3 contains 47209 members 
Mstep: Class 4 contains 4864 members 
Mstep: Class 5 contains 32525 members 
Mstep: Class 6 contains 30478 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47248 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 10 contains 19575 members 
Mstep: Class 11 contains 51562 members 
Mstep: Class 12 contains 70309 members 
Mstep: Class 13 contains 52979 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 29515 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46734 members 
Mstep: Class 18 contains 46073 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24519 members 
Mstep: Class 22 contains 36212 members 
Mstep: Class 23 contains 18017 members 
Mstep: Class 24 contains 30945 members 
Mstep: Class 25 contains 2765 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48771 members 
Mstep: Class 28 contains 22107 members 
Mstep: Class 29 contains 26472 members 
Mstep: Class 30 contains 59714 members 
Mstep: Class 31 contains 53764 members 
Mstep: Class 32 contains 66616 members 
Mstep: Class 33 contains 18895 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39864 members 
Mstep: Class 36 contains 46095 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30114 members 
Mstep: Class 40 contains 30819 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22449 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962752.000000 Penalty: 165768.828125
Iteration 280F: 49 clusters Score -2.079628e+08 nChanged 2804
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29488 members 
Mstep: Class 3 contains 47276 members 
Mstep: Class 4 contains 4868 members 
Mstep: Class 5 contains 32482 members 
Mstep: Class 6 contains 30338 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47230 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 10 contains 19597 members 
Mstep: Class 11 contains 51567 members 
Mstep: Class 12 contains 70314 members 
Mstep: Class 13 contains 52988 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 29511 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46756 members 
Mstep: Class 18 contains 46050 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24543 members 
Mstep: Class 22 contains 36310 members 
Mstep: Class 23 contains 18031 members 
Mstep: Class 24 contains 30942 members 
Mstep: Class 25 contains 2737 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48826 members 
Mstep: Class 28 contains 22105 members 
Mstep: Class 29 contains 26486 members 
Mstep: Class 30 contains 59703 members 
Mstep: Class 31 contains 53770 members 
Mstep: Class 32 contains 66611 members 
Mstep: Class 33 contains 18880 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39843 members 
Mstep: Class 36 contains 46090 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30153 members 
Mstep: Class 40 contains 30798 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22410 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962816.000000 Penalty: 165768.828125
Iteration 281Q: 49 clusters Score -2.079628e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29486 members 
Mstep: Class 3 contains 47329 members 
Mstep: Class 4 contains 4873 members 
Mstep: Class 5 contains 32463 members 
Mstep: Class 6 contains 30194 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47222 members 
Mstep: Class 9 contains 8245 members 
Mstep: Class 10 contains 19611 members 
Mstep: Class 11 contains 51566 members 
Mstep: Class 12 contains 70325 members 
Mstep: Class 13 contains 53006 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 29499 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46725 members 
Mstep: Class 18 contains 46042 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24547 members 
Mstep: Class 22 contains 36408 members 
Mstep: Class 23 contains 18041 members 
Mstep: Class 24 contains 30937 members 
Mstep: Class 25 contains 2707 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48883 members 
Mstep: Class 28 contains 22098 members 
Mstep: Class 29 contains 26490 members 
Mstep: Class 30 contains 59689 members 
Mstep: Class 31 contains 53773 members 
Mstep: Class 32 contains 66613 members 
Mstep: Class 33 contains 18872 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39823 members 
Mstep: Class 36 contains 46110 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30209 members 
Mstep: Class 40 contains 30772 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22389 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962864.000000 Penalty: 165768.828125
Iteration 282Q: 49 clusters Score -2.079629e+08 nChanged 2892
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29475 members 
Mstep: Class 3 contains 47364 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 32432 members 
Mstep: Class 6 contains 30089 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47185 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 19628 members 
Mstep: Class 11 contains 51563 members 
Mstep: Class 12 contains 70335 members 
Mstep: Class 13 contains 53016 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29496 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46683 members 
Mstep: Class 18 contains 46035 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24547 members 
Mstep: Class 22 contains 36530 members 
Mstep: Class 23 contains 18039 members 
Mstep: Class 24 contains 30921 members 
Mstep: Class 25 contains 2683 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48923 members 
Mstep: Class 28 contains 22091 members 
Mstep: Class 29 contains 26486 members 
Mstep: Class 30 contains 59679 members 
Mstep: Class 31 contains 53787 members 
Mstep: Class 32 contains 66587 members 
Mstep: Class 33 contains 18855 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39831 members 
Mstep: Class 36 contains 46164 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30262 members 
Mstep: Class 40 contains 30762 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22368 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962720.000000 Penalty: 165768.828125
Iteration 283Q: 49 clusters Score -2.079627e+08 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 29479 members 
Mstep: Class 3 contains 47381 members 
Mstep: Class 4 contains 4892 members 
Mstep: Class 5 contains 32399 members 
Mstep: Class 6 contains 30000 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47152 members 
Mstep: Class 9 contains 8249 members 
Mstep: Class 10 contains 19650 members 
Mstep: Class 11 contains 51603 members 
Mstep: Class 12 contains 70344 members 
Mstep: Class 13 contains 53038 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29506 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46607 members 
Mstep: Class 18 contains 46028 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24553 members 
Mstep: Class 22 contains 36659 members 
Mstep: Class 23 contains 18047 members 
Mstep: Class 24 contains 30918 members 
Mstep: Class 25 contains 2646 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48969 members 
Mstep: Class 28 contains 22088 members 
Mstep: Class 29 contains 26475 members 
Mstep: Class 30 contains 59661 members 
Mstep: Class 31 contains 53789 members 
Mstep: Class 32 contains 66600 members 
Mstep: Class 33 contains 18837 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39822 members 
Mstep: Class 36 contains 46198 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30302 members 
Mstep: Class 40 contains 30713 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22341 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962608.000000 Penalty: 165768.828125
Iteration 284Q: 49 clusters Score -2.079626e+08 nChanged 2828
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 29466 members 
Mstep: Class 3 contains 47393 members 
Mstep: Class 4 contains 4899 members 
Mstep: Class 5 contains 32350 members 
Mstep: Class 6 contains 29908 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47144 members 
Mstep: Class 9 contains 8250 members 
Mstep: Class 10 contains 19666 members 
Mstep: Class 11 contains 51622 members 
Mstep: Class 12 contains 70349 members 
Mstep: Class 13 contains 53048 members 
Mstep: Class 14 contains 4725 members 
Mstep: Class 15 contains 29507 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46598 members 
Mstep: Class 18 contains 46018 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24562 members 
Mstep: Class 22 contains 36793 members 
Mstep: Class 23 contains 18065 members 
Mstep: Class 24 contains 30904 members 
Mstep: Class 25 contains 2626 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48976 members 
Mstep: Class 28 contains 22086 members 
Mstep: Class 29 contains 26478 members 
Mstep: Class 30 contains 59658 members 
Mstep: Class 31 contains 53804 members 
Mstep: Class 32 contains 66604 members 
Mstep: Class 33 contains 18812 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39809 members 
Mstep: Class 36 contains 46218 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30340 members 
Mstep: Class 40 contains 30671 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22321 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962496.000000 Penalty: 165768.828125
Iteration 285Q: 49 clusters Score -2.079625e+08 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 29444 members 
Mstep: Class 3 contains 47405 members 
Mstep: Class 4 contains 4909 members 
Mstep: Class 5 contains 32316 members 
Mstep: Class 6 contains 29829 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47135 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 19704 members 
Mstep: Class 11 contains 51610 members 
Mstep: Class 12 contains 70355 members 
Mstep: Class 13 contains 53064 members 
Mstep: Class 14 contains 4725 members 
Mstep: Class 15 contains 29497 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46595 members 
Mstep: Class 18 contains 46021 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24602 members 
Mstep: Class 22 contains 36900 members 
Mstep: Class 23 contains 18070 members 
Mstep: Class 24 contains 30891 members 
Mstep: Class 25 contains 2605 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48951 members 
Mstep: Class 28 contains 22080 members 
Mstep: Class 29 contains 26484 members 
Mstep: Class 30 contains 59679 members 
Mstep: Class 31 contains 53817 members 
Mstep: Class 32 contains 66596 members 
Mstep: Class 33 contains 18786 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39824 members 
Mstep: Class 36 contains 46241 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30357 members 
Mstep: Class 40 contains 30647 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22277 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962544.000000 Penalty: 165768.828125
Iteration 286Q: 49 clusters Score -2.079625e+08 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 29409 members 
Mstep: Class 3 contains 47403 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 32266 members 
Mstep: Class 6 contains 29771 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47150 members 
Mstep: Class 9 contains 8253 members 
Mstep: Class 10 contains 19734 members 
Mstep: Class 11 contains 51624 members 
Mstep: Class 12 contains 70357 members 
Mstep: Class 13 contains 53068 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 29474 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46616 members 
Mstep: Class 18 contains 46043 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24665 members 
Mstep: Class 22 contains 36986 members 
Mstep: Class 23 contains 18069 members 
Mstep: Class 24 contains 30878 members 
Mstep: Class 25 contains 2580 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48961 members 
Mstep: Class 28 contains 22076 members 
Mstep: Class 29 contains 26472 members 
Mstep: Class 30 contains 59663 members 
Mstep: Class 31 contains 53839 members 
Mstep: Class 32 contains 66614 members 
Mstep: Class 33 contains 18768 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39812 members 
Mstep: Class 36 contains 46239 members 
Mstep: Class 37 contains 1680 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30323 members 
Mstep: Class 40 contains 30672 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22240 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962400.000000 Penalty: 165768.828125
Iteration 287Q: 49 clusters Score -2.079624e+08 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 29428 members 
Mstep: Class 3 contains 47404 members 
Mstep: Class 4 contains 4924 members 
Mstep: Class 5 contains 32211 members 
Mstep: Class 6 contains 29713 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47184 members 
Mstep: Class 9 contains 8254 members 
Mstep: Class 10 contains 19747 members 
Mstep: Class 11 contains 51629 members 
Mstep: Class 12 contains 70359 members 
Mstep: Class 13 contains 53080 members 
Mstep: Class 14 contains 4732 members 
Mstep: Class 15 contains 29452 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46604 members 
Mstep: Class 18 contains 46053 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24720 members 
Mstep: Class 22 contains 37089 members 
Mstep: Class 23 contains 18076 members 
Mstep: Class 24 contains 30864 members 
Mstep: Class 25 contains 2566 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48968 members 
Mstep: Class 28 contains 22072 members 
Mstep: Class 29 contains 26450 members 
Mstep: Class 30 contains 59650 members 
Mstep: Class 31 contains 53857 members 
Mstep: Class 32 contains 66601 members 
Mstep: Class 33 contains 18744 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39811 members 
Mstep: Class 36 contains 46250 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30297 members 
Mstep: Class 40 contains 30652 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22228 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962272.000000 Penalty: 165768.828125
Iteration 288Q: 49 clusters Score -2.079623e+08 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 29454 members 
Mstep: Class 3 contains 47460 members 
Mstep: Class 4 contains 4938 members 
Mstep: Class 5 contains 32155 members 
Mstep: Class 6 contains 29643 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47235 members 
Mstep: Class 9 contains 8255 members 
Mstep: Class 10 contains 19772 members 
Mstep: Class 11 contains 51615 members 
Mstep: Class 12 contains 70356 members 
Mstep: Class 13 contains 53097 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 29442 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46610 members 
Mstep: Class 18 contains 46086 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24775 members 
Mstep: Class 22 contains 37146 members 
Mstep: Class 23 contains 18070 members 
Mstep: Class 24 contains 30845 members 
Mstep: Class 25 contains 2546 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48928 members 
Mstep: Class 28 contains 22073 members 
Mstep: Class 29 contains 26431 members 
Mstep: Class 30 contains 59650 members 
Mstep: Class 31 contains 53871 members 
Mstep: Class 32 contains 66596 members 
Mstep: Class 33 contains 18724 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39806 members 
Mstep: Class 36 contains 46251 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30282 members 
Mstep: Class 40 contains 30625 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22199 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962736.000000 Penalty: 165768.828125
Iteration 289Q: 49 clusters Score -2.079627e+08 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 29474 members 
Mstep: Class 3 contains 47544 members 
Mstep: Class 4 contains 4952 members 
Mstep: Class 5 contains 32092 members 
Mstep: Class 6 contains 29551 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47271 members 
Mstep: Class 9 contains 8256 members 
Mstep: Class 10 contains 19799 members 
Mstep: Class 11 contains 51601 members 
Mstep: Class 12 contains 70360 members 
Mstep: Class 13 contains 53102 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 29437 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46629 members 
Mstep: Class 18 contains 46121 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24798 members 
Mstep: Class 22 contains 37183 members 
Mstep: Class 23 contains 18066 members 
Mstep: Class 24 contains 30827 members 
Mstep: Class 25 contains 2531 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48932 members 
Mstep: Class 28 contains 22076 members 
Mstep: Class 29 contains 26409 members 
Mstep: Class 30 contains 59665 members 
Mstep: Class 31 contains 53889 members 
Mstep: Class 32 contains 66583 members 
Mstep: Class 33 contains 18714 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39789 members 
Mstep: Class 36 contains 46250 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30274 members 
Mstep: Class 40 contains 30579 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22181 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962784.000000 Penalty: 165768.828125
Iteration 290Q: 49 clusters Score -2.079628e+08 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 29470 members 
Mstep: Class 3 contains 47594 members 
Mstep: Class 4 contains 4966 members 
Mstep: Class 5 contains 32034 members 
Mstep: Class 6 contains 29468 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47300 members 
Mstep: Class 9 contains 8259 members 
Mstep: Class 10 contains 19841 members 
Mstep: Class 11 contains 51600 members 
Mstep: Class 12 contains 70360 members 
Mstep: Class 13 contains 53109 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 29436 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46635 members 
Mstep: Class 18 contains 46145 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24798 members 
Mstep: Class 22 contains 37252 members 
Mstep: Class 23 contains 18052 members 
Mstep: Class 24 contains 30807 members 
Mstep: Class 25 contains 2523 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48933 members 
Mstep: Class 28 contains 22073 members 
Mstep: Class 29 contains 26404 members 
Mstep: Class 30 contains 59675 members 
Mstep: Class 31 contains 53900 members 
Mstep: Class 32 contains 66576 members 
Mstep: Class 33 contains 18705 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39793 members 
Mstep: Class 36 contains 46257 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30257 members 
Mstep: Class 40 contains 30549 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22162 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962752.000000 Penalty: 165768.828125
Iteration 291Q: 49 clusters Score -2.079628e+08 nChanged 2610
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 29499 members 
Mstep: Class 3 contains 47618 members 
Mstep: Class 4 contains 4977 members 
Mstep: Class 5 contains 31978 members 
Mstep: Class 6 contains 29388 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47336 members 
Mstep: Class 9 contains 8260 members 
Mstep: Class 10 contains 19863 members 
Mstep: Class 11 contains 51577 members 
Mstep: Class 12 contains 70368 members 
Mstep: Class 13 contains 53118 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 29442 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46654 members 
Mstep: Class 18 contains 46161 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24806 members 
Mstep: Class 22 contains 37299 members 
Mstep: Class 23 contains 18063 members 
Mstep: Class 24 contains 30791 members 
Mstep: Class 25 contains 2506 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48946 members 
Mstep: Class 28 contains 22073 members 
Mstep: Class 29 contains 26414 members 
Mstep: Class 30 contains 59689 members 
Mstep: Class 31 contains 53906 members 
Mstep: Class 32 contains 66567 members 
Mstep: Class 33 contains 18683 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39772 members 
Mstep: Class 36 contains 46269 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30263 members 
Mstep: Class 40 contains 30515 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22130 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963040.000000 Penalty: 165768.828125
Iteration 292Q: 49 clusters Score -2.07963e+08 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 29520 members 
Mstep: Class 3 contains 47650 members 
Mstep: Class 4 contains 4991 members 
Mstep: Class 5 contains 31933 members 
Mstep: Class 6 contains 29344 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47377 members 
Mstep: Class 9 contains 8258 members 
Mstep: Class 10 contains 19886 members 
Mstep: Class 11 contains 51578 members 
Mstep: Class 12 contains 70379 members 
Mstep: Class 13 contains 53132 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 29444 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46657 members 
Mstep: Class 18 contains 46174 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24805 members 
Mstep: Class 22 contains 37347 members 
Mstep: Class 23 contains 18067 members 
Mstep: Class 24 contains 30771 members 
Mstep: Class 25 contains 2498 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48929 members 
Mstep: Class 28 contains 22073 members 
Mstep: Class 29 contains 26430 members 
Mstep: Class 30 contains 59677 members 
Mstep: Class 31 contains 53910 members 
Mstep: Class 32 contains 66554 members 
Mstep: Class 33 contains 18665 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39744 members 
Mstep: Class 36 contains 46296 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30218 members 
Mstep: Class 40 contains 30509 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22114 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963184.000000 Penalty: 165768.828125
Iteration 293Q: 49 clusters Score -2.079632e+08 nChanged 2682
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 29525 members 
Mstep: Class 3 contains 47655 members 
Mstep: Class 4 contains 5002 members 
Mstep: Class 5 contains 31881 members 
Mstep: Class 6 contains 29319 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47369 members 
Mstep: Class 9 contains 8260 members 
Mstep: Class 10 contains 19911 members 
Mstep: Class 11 contains 51588 members 
Mstep: Class 12 contains 70393 members 
Mstep: Class 13 contains 53133 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 29449 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46653 members 
Mstep: Class 18 contains 46167 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24835 members 
Mstep: Class 22 contains 37414 members 
Mstep: Class 23 contains 18085 members 
Mstep: Class 24 contains 30748 members 
Mstep: Class 25 contains 2497 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48905 members 
Mstep: Class 28 contains 22074 members 
Mstep: Class 29 contains 26426 members 
Mstep: Class 30 contains 59692 members 
Mstep: Class 31 contains 53901 members 
Mstep: Class 32 contains 66557 members 
Mstep: Class 33 contains 18655 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39733 members 
Mstep: Class 36 contains 46322 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30202 members 
Mstep: Class 40 contains 30489 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22090 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963328.000000 Penalty: 165768.828125
Iteration 294Q: 49 clusters Score -2.079633e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 29554 members 
Mstep: Class 3 contains 47661 members 
Mstep: Class 4 contains 5014 members 
Mstep: Class 5 contains 31836 members 
Mstep: Class 6 contains 29292 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47351 members 
Mstep: Class 9 contains 8260 members 
Mstep: Class 10 contains 19930 members 
Mstep: Class 11 contains 51588 members 
Mstep: Class 12 contains 70405 members 
Mstep: Class 13 contains 53120 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 29442 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46650 members 
Mstep: Class 18 contains 46177 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24846 members 
Mstep: Class 22 contains 37454 members 
Mstep: Class 23 contains 18097 members 
Mstep: Class 24 contains 30730 members 
Mstep: Class 25 contains 2501 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48907 members 
Mstep: Class 28 contains 22077 members 
Mstep: Class 29 contains 26453 members 
Mstep: Class 30 contains 59705 members 
Mstep: Class 31 contains 53894 members 
Mstep: Class 32 contains 66543 members 
Mstep: Class 33 contains 18645 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39735 members 
Mstep: Class 36 contains 46338 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30186 members 
Mstep: Class 40 contains 30451 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22087 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962768.000000 Penalty: 165768.828125
Iteration 295Q: 49 clusters Score -2.079628e+08 nChanged 2644
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 29576 members 
Mstep: Class 3 contains 47726 members 
Mstep: Class 4 contains 5027 members 
Mstep: Class 5 contains 31780 members 
Mstep: Class 6 contains 29268 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47365 members 
Mstep: Class 9 contains 8262 members 
Mstep: Class 10 contains 19935 members 
Mstep: Class 11 contains 51606 members 
Mstep: Class 12 contains 70406 members 
Mstep: Class 13 contains 53120 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 29424 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46619 members 
Mstep: Class 18 contains 46186 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24852 members 
Mstep: Class 22 contains 37504 members 
Mstep: Class 23 contains 18098 members 
Mstep: Class 24 contains 30699 members 
Mstep: Class 25 contains 2504 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48851 members 
Mstep: Class 28 contains 22073 members 
Mstep: Class 29 contains 26446 members 
Mstep: Class 30 contains 59709 members 
Mstep: Class 31 contains 53891 members 
Mstep: Class 32 contains 66528 members 
Mstep: Class 33 contains 18640 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39743 members 
Mstep: Class 36 contains 46380 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30172 members 
Mstep: Class 40 contains 30460 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22078 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962864.000000 Penalty: 165768.828125
Iteration 296Q: 49 clusters Score -2.079629e+08 nChanged 2604
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 29578 members 
Mstep: Class 3 contains 47779 members 
Mstep: Class 4 contains 5040 members 
Mstep: Class 5 contains 31766 members 
Mstep: Class 6 contains 29250 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47373 members 
Mstep: Class 9 contains 8264 members 
Mstep: Class 10 contains 19963 members 
Mstep: Class 11 contains 51612 members 
Mstep: Class 12 contains 70416 members 
Mstep: Class 13 contains 53129 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 29406 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46611 members 
Mstep: Class 18 contains 46175 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24853 members 
Mstep: Class 22 contains 37545 members 
Mstep: Class 23 contains 18076 members 
Mstep: Class 24 contains 30668 members 
Mstep: Class 25 contains 2500 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48787 members 
Mstep: Class 28 contains 22073 members 
Mstep: Class 29 contains 26433 members 
Mstep: Class 30 contains 59737 members 
Mstep: Class 31 contains 53903 members 
Mstep: Class 32 contains 66516 members 
Mstep: Class 33 contains 18630 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39732 members 
Mstep: Class 36 contains 46424 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30181 members 
Mstep: Class 40 contains 30451 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22059 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962720.000000 Penalty: 165768.828125
Iteration 297Q: 49 clusters Score -2.079627e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 29561 members 
Mstep: Class 3 contains 47832 members 
Mstep: Class 4 contains 5046 members 
Mstep: Class 5 contains 31730 members 
Mstep: Class 6 contains 29247 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47382 members 
Mstep: Class 9 contains 8265 members 
Mstep: Class 10 contains 19980 members 
Mstep: Class 11 contains 51627 members 
Mstep: Class 12 contains 70406 members 
Mstep: Class 13 contains 53133 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 29382 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46626 members 
Mstep: Class 18 contains 46197 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24873 members 
Mstep: Class 22 contains 37596 members 
Mstep: Class 23 contains 18060 members 
Mstep: Class 24 contains 30621 members 
Mstep: Class 25 contains 2494 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48723 members 
Mstep: Class 28 contains 22062 members 
Mstep: Class 29 contains 26437 members 
Mstep: Class 30 contains 59782 members 
Mstep: Class 31 contains 53887 members 
Mstep: Class 32 contains 66503 members 
Mstep: Class 33 contains 18621 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39722 members 
Mstep: Class 36 contains 46449 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30170 members 
Mstep: Class 40 contains 30440 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22074 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963120.000000 Penalty: 165768.828125
Iteration 298Q: 49 clusters Score -2.079631e+08 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 29548 members 
Mstep: Class 3 contains 47867 members 
Mstep: Class 4 contains 5056 members 
Mstep: Class 5 contains 31683 members 
Mstep: Class 6 contains 29264 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47348 members 
Mstep: Class 9 contains 8265 members 
Mstep: Class 10 contains 20005 members 
Mstep: Class 11 contains 51624 members 
Mstep: Class 12 contains 70414 members 
Mstep: Class 13 contains 53136 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 29376 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46660 members 
Mstep: Class 18 contains 46224 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24882 members 
Mstep: Class 22 contains 37675 members 
Mstep: Class 23 contains 18046 members 
Mstep: Class 24 contains 30590 members 
Mstep: Class 25 contains 2493 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48643 members 
Mstep: Class 28 contains 22059 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 59804 members 
Mstep: Class 31 contains 53877 members 
Mstep: Class 32 contains 66495 members 
Mstep: Class 33 contains 18608 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39707 members 
Mstep: Class 36 contains 46466 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30148 members 
Mstep: Class 40 contains 30458 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22082 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963648.000000 Penalty: 165768.828125
Iteration 299Q: 49 clusters Score -2.079636e+08 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 29548 members 
Mstep: Class 3 contains 47849 members 
Mstep: Class 4 contains 5069 members 
Mstep: Class 5 contains 31637 members 
Mstep: Class 6 contains 29260 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47376 members 
Mstep: Class 9 contains 8269 members 
Mstep: Class 10 contains 20039 members 
Mstep: Class 11 contains 51641 members 
Mstep: Class 12 contains 70417 members 
Mstep: Class 13 contains 53145 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 29386 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46649 members 
Mstep: Class 18 contains 46243 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24874 members 
Mstep: Class 22 contains 37767 members 
Mstep: Class 23 contains 18029 members 
Mstep: Class 24 contains 30561 members 
Mstep: Class 25 contains 2488 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48620 members 
Mstep: Class 28 contains 22058 members 
Mstep: Class 29 contains 26407 members 
Mstep: Class 30 contains 59792 members 
Mstep: Class 31 contains 53879 members 
Mstep: Class 32 contains 66480 members 
Mstep: Class 33 contains 18592 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39701 members 
Mstep: Class 36 contains 46476 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30153 members 
Mstep: Class 40 contains 30449 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22075 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963632.000000 Penalty: 165768.828125
Iteration 300F: 49 clusters Score -2.079636e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 29545 members 
Mstep: Class 3 contains 47838 members 
Mstep: Class 4 contains 5085 members 
Mstep: Class 5 contains 31589 members 
Mstep: Class 6 contains 29210 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47413 members 
Mstep: Class 9 contains 8273 members 
Mstep: Class 10 contains 20073 members 
Mstep: Class 11 contains 51669 members 
Mstep: Class 12 contains 70402 members 
Mstep: Class 13 contains 53143 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 29385 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46641 members 
Mstep: Class 18 contains 46258 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24863 members 
Mstep: Class 22 contains 37868 members 
Mstep: Class 23 contains 18017 members 
Mstep: Class 24 contains 30542 members 
Mstep: Class 25 contains 2485 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48610 members 
Mstep: Class 28 contains 22058 members 
Mstep: Class 29 contains 26402 members 
Mstep: Class 30 contains 59804 members 
Mstep: Class 31 contains 53857 members 
Mstep: Class 32 contains 66464 members 
Mstep: Class 33 contains 18589 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39685 members 
Mstep: Class 36 contains 46483 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30157 members 
Mstep: Class 40 contains 30450 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22072 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962816.000000 Penalty: 165768.828125
Iteration 301Q: 49 clusters Score -2.079628e+08 nChanged 2685
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 29535 members 
Mstep: Class 3 contains 47804 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 31544 members 
Mstep: Class 6 contains 29200 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47439 members 
Mstep: Class 9 contains 8271 members 
Mstep: Class 10 contains 20104 members 
Mstep: Class 11 contains 51708 members 
Mstep: Class 12 contains 70398 members 
Mstep: Class 13 contains 53134 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 29386 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46584 members 
Mstep: Class 18 contains 46294 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24823 members 
Mstep: Class 22 contains 37974 members 
Mstep: Class 23 contains 18008 members 
Mstep: Class 24 contains 30528 members 
Mstep: Class 25 contains 2478 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48585 members 
Mstep: Class 28 contains 22057 members 
Mstep: Class 29 contains 26418 members 
Mstep: Class 30 contains 59821 members 
Mstep: Class 31 contains 53844 members 
Mstep: Class 32 contains 66467 members 
Mstep: Class 33 contains 18574 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39661 members 
Mstep: Class 36 contains 46497 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30195 members 
Mstep: Class 40 contains 30431 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22071 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962320.000000 Penalty: 165768.828125
Iteration 302Q: 49 clusters Score -2.079623e+08 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 29500 members 
Mstep: Class 3 contains 47758 members 
Mstep: Class 4 contains 5101 members 
Mstep: Class 5 contains 31494 members 
Mstep: Class 6 contains 29186 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47455 members 
Mstep: Class 9 contains 8270 members 
Mstep: Class 10 contains 20155 members 
Mstep: Class 11 contains 51732 members 
Mstep: Class 12 contains 70403 members 
Mstep: Class 13 contains 53136 members 
Mstep: Class 14 contains 4735 members 
Mstep: Class 15 contains 29387 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46536 members 
Mstep: Class 18 contains 46314 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24794 members 
Mstep: Class 22 contains 38115 members 
Mstep: Class 23 contains 18037 members 
Mstep: Class 24 contains 30506 members 
Mstep: Class 25 contains 2480 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48551 members 
Mstep: Class 28 contains 22056 members 
Mstep: Class 29 contains 26435 members 
Mstep: Class 30 contains 59830 members 
Mstep: Class 31 contains 53829 members 
Mstep: Class 32 contains 66452 members 
Mstep: Class 33 contains 18558 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39647 members 
Mstep: Class 36 contains 46499 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30213 members 
Mstep: Class 40 contains 30431 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22067 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962400.000000 Penalty: 165768.828125
Iteration 303Q: 49 clusters Score -2.079624e+08 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 29482 members 
Mstep: Class 3 contains 47716 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 31422 members 
Mstep: Class 6 contains 29136 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47477 members 
Mstep: Class 9 contains 8273 members 
Mstep: Class 10 contains 20198 members 
Mstep: Class 11 contains 51757 members 
Mstep: Class 12 contains 70395 members 
Mstep: Class 13 contains 53137 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 29395 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46530 members 
Mstep: Class 18 contains 46325 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24756 members 
Mstep: Class 22 contains 38289 members 
Mstep: Class 23 contains 18050 members 
Mstep: Class 24 contains 30485 members 
Mstep: Class 25 contains 2476 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48539 members 
Mstep: Class 28 contains 22054 members 
Mstep: Class 29 contains 26456 members 
Mstep: Class 30 contains 59841 members 
Mstep: Class 31 contains 53813 members 
Mstep: Class 32 contains 66447 members 
Mstep: Class 33 contains 18544 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39617 members 
Mstep: Class 36 contains 46493 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30242 members 
Mstep: Class 40 contains 30427 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22051 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207961712.000000 Penalty: 165768.828125
Iteration 304Q: 49 clusters Score -2.079617e+08 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 29459 members 
Mstep: Class 3 contains 47672 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 5 contains 31351 members 
Mstep: Class 6 contains 29085 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47477 members 
Mstep: Class 9 contains 8274 members 
Mstep: Class 10 contains 20239 members 
Mstep: Class 11 contains 51767 members 
Mstep: Class 12 contains 70389 members 
Mstep: Class 13 contains 53150 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 29432 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46525 members 
Mstep: Class 18 contains 46334 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24740 members 
Mstep: Class 22 contains 38450 members 
Mstep: Class 23 contains 18060 members 
Mstep: Class 24 contains 30456 members 
Mstep: Class 25 contains 2469 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48539 members 
Mstep: Class 28 contains 22055 members 
Mstep: Class 29 contains 26485 members 
Mstep: Class 30 contains 59831 members 
Mstep: Class 31 contains 53812 members 
Mstep: Class 32 contains 66460 members 
Mstep: Class 33 contains 18530 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39609 members 
Mstep: Class 36 contains 46492 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30263 members 
Mstep: Class 40 contains 30374 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22043 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962032.000000 Penalty: 165768.828125
Iteration 305Q: 49 clusters Score -2.07962e+08 nChanged 2696
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 29462 members 
Mstep: Class 3 contains 47593 members 
Mstep: Class 4 contains 5108 members 
Mstep: Class 5 contains 31301 members 
Mstep: Class 6 contains 28997 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47485 members 
Mstep: Class 9 contains 8278 members 
Mstep: Class 10 contains 20272 members 
Mstep: Class 11 contains 51784 members 
Mstep: Class 12 contains 70375 members 
Mstep: Class 13 contains 53168 members 
Mstep: Class 14 contains 4738 members 
Mstep: Class 15 contains 29440 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46498 members 
Mstep: Class 18 contains 46351 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24730 members 
Mstep: Class 22 contains 38625 members 
Mstep: Class 23 contains 18074 members 
Mstep: Class 24 contains 30416 members 
Mstep: Class 25 contains 2471 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48555 members 
Mstep: Class 28 contains 22054 members 
Mstep: Class 29 contains 26499 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 53828 members 
Mstep: Class 32 contains 66477 members 
Mstep: Class 33 contains 18515 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39604 members 
Mstep: Class 36 contains 46476 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30287 members 
Mstep: Class 40 contains 30348 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22028 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962672.000000 Penalty: 165768.828125
Iteration 306Q: 49 clusters Score -2.079627e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 29470 members 
Mstep: Class 3 contains 47512 members 
Mstep: Class 4 contains 5111 members 
Mstep: Class 5 contains 31249 members 
Mstep: Class 6 contains 28916 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47504 members 
Mstep: Class 9 contains 8280 members 
Mstep: Class 10 contains 20306 members 
Mstep: Class 11 contains 51791 members 
Mstep: Class 12 contains 70366 members 
Mstep: Class 13 contains 53160 members 
Mstep: Class 14 contains 4741 members 
Mstep: Class 15 contains 29441 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46464 members 
Mstep: Class 18 contains 46368 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24711 members 
Mstep: Class 22 contains 38825 members 
Mstep: Class 23 contains 18083 members 
Mstep: Class 24 contains 30386 members 
Mstep: Class 25 contains 2461 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48557 members 
Mstep: Class 28 contains 22051 members 
Mstep: Class 29 contains 26518 members 
Mstep: Class 30 contains 59855 members 
Mstep: Class 31 contains 53835 members 
Mstep: Class 32 contains 66471 members 
Mstep: Class 33 contains 18510 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39615 members 
Mstep: Class 36 contains 46450 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30324 members 
Mstep: Class 40 contains 30318 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22012 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962272.000000 Penalty: 165768.828125
Iteration 307Q: 49 clusters Score -2.079623e+08 nChanged 2578
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 29482 members 
Mstep: Class 3 contains 47490 members 
Mstep: Class 4 contains 5115 members 
Mstep: Class 5 contains 31220 members 
Mstep: Class 6 contains 28841 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47493 members 
Mstep: Class 9 contains 8281 members 
Mstep: Class 10 contains 20344 members 
Mstep: Class 11 contains 51796 members 
Mstep: Class 12 contains 70369 members 
Mstep: Class 13 contains 53159 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 29440 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46436 members 
Mstep: Class 18 contains 46345 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24700 members 
Mstep: Class 22 contains 38984 members 
Mstep: Class 23 contains 18099 members 
Mstep: Class 24 contains 30350 members 
Mstep: Class 25 contains 2452 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48570 members 
Mstep: Class 28 contains 22049 members 
Mstep: Class 29 contains 26534 members 
Mstep: Class 30 contains 59856 members 
Mstep: Class 31 contains 53842 members 
Mstep: Class 32 contains 66465 members 
Mstep: Class 33 contains 18501 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39609 members 
Mstep: Class 36 contains 46458 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30354 members 
Mstep: Class 40 contains 30277 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22010 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962080.000000 Penalty: 165768.828125
Iteration 308Q: 49 clusters Score -2.079621e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 29489 members 
Mstep: Class 3 contains 47481 members 
Mstep: Class 4 contains 5117 members 
Mstep: Class 5 contains 31213 members 
Mstep: Class 6 contains 28772 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47503 members 
Mstep: Class 9 contains 8281 members 
Mstep: Class 10 contains 20394 members 
Mstep: Class 11 contains 51796 members 
Mstep: Class 12 contains 70366 members 
Mstep: Class 13 contains 53161 members 
Mstep: Class 14 contains 4740 members 
Mstep: Class 15 contains 29422 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46398 members 
Mstep: Class 18 contains 46328 members 
Mstep: Class 19 contains 501 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24713 members 
Mstep: Class 22 contains 39137 members 
Mstep: Class 23 contains 18109 members 
Mstep: Class 24 contains 30317 members 
Mstep: Class 25 contains 2439 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48556 members 
Mstep: Class 28 contains 22043 members 
Mstep: Class 29 contains 26567 members 
Mstep: Class 30 contains 59854 members 
Mstep: Class 31 contains 53843 members 
Mstep: Class 32 contains 66459 members 
Mstep: Class 33 contains 18493 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39604 members 
Mstep: Class 36 contains 46477 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30346 members 
Mstep: Class 40 contains 30254 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21989 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962496.000000 Penalty: 165768.828125
Iteration 309Q: 49 clusters Score -2.079625e+08 nChanged 2548
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 29519 members 
Mstep: Class 3 contains 47498 members 
Mstep: Class 4 contains 5118 members 
Mstep: Class 5 contains 31192 members 
Mstep: Class 6 contains 28674 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47500 members 
Mstep: Class 9 contains 8282 members 
Mstep: Class 10 contains 20456 members 
Mstep: Class 11 contains 51798 members 
Mstep: Class 12 contains 70361 members 
Mstep: Class 13 contains 53170 members 
Mstep: Class 14 contains 4739 members 
Mstep: Class 15 contains 29408 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46375 members 
Mstep: Class 18 contains 46330 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24733 members 
Mstep: Class 22 contains 39289 members 
Mstep: Class 23 contains 18115 members 
Mstep: Class 24 contains 30275 members 
Mstep: Class 25 contains 2442 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48520 members 
Mstep: Class 28 contains 22044 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 59855 members 
Mstep: Class 31 contains 53841 members 
Mstep: Class 32 contains 66457 members 
Mstep: Class 33 contains 18483 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39606 members 
Mstep: Class 36 contains 46484 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30355 members 
Mstep: Class 40 contains 30194 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21960 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962032.000000 Penalty: 165768.828125
Iteration 310Q: 49 clusters Score -2.07962e+08 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 29523 members 
Mstep: Class 3 contains 47529 members 
Mstep: Class 4 contains 5122 members 
Mstep: Class 5 contains 31151 members 
Mstep: Class 6 contains 28596 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47463 members 
Mstep: Class 9 contains 8282 members 
Mstep: Class 10 contains 20522 members 
Mstep: Class 11 contains 51820 members 
Mstep: Class 12 contains 70356 members 
Mstep: Class 13 contains 53184 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 29386 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46325 members 
Mstep: Class 18 contains 46327 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24754 members 
Mstep: Class 22 contains 39422 members 
Mstep: Class 23 contains 18129 members 
Mstep: Class 24 contains 30240 members 
Mstep: Class 25 contains 2436 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48529 members 
Mstep: Class 28 contains 22048 members 
Mstep: Class 29 contains 26588 members 
Mstep: Class 30 contains 59828 members 
Mstep: Class 31 contains 53841 members 
Mstep: Class 32 contains 66468 members 
Mstep: Class 33 contains 18482 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39626 members 
Mstep: Class 36 contains 46473 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30392 members 
Mstep: Class 40 contains 30141 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21942 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962240.000000 Penalty: 165768.828125
Iteration 311Q: 49 clusters Score -2.079622e+08 nChanged 2500
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 29513 members 
Mstep: Class 3 contains 47522 members 
Mstep: Class 4 contains 5126 members 
Mstep: Class 5 contains 31126 members 
Mstep: Class 6 contains 28491 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47429 members 
Mstep: Class 9 contains 8282 members 
Mstep: Class 10 contains 20582 members 
Mstep: Class 11 contains 51846 members 
Mstep: Class 12 contains 70344 members 
Mstep: Class 13 contains 53183 members 
Mstep: Class 14 contains 4737 members 
Mstep: Class 15 contains 29398 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46358 members 
Mstep: Class 18 contains 46326 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24771 members 
Mstep: Class 22 contains 39598 members 
Mstep: Class 23 contains 18126 members 
Mstep: Class 24 contains 30205 members 
Mstep: Class 25 contains 2431 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48519 members 
Mstep: Class 28 contains 22045 members 
Mstep: Class 29 contains 26568 members 
Mstep: Class 30 contains 59825 members 
Mstep: Class 31 contains 53829 members 
Mstep: Class 32 contains 66468 members 
Mstep: Class 33 contains 18476 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39613 members 
Mstep: Class 36 contains 46478 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30429 members 
Mstep: Class 40 contains 30089 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21926 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962192.000000 Penalty: 165768.828125
Iteration 312Q: 49 clusters Score -2.079622e+08 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29504 members 
Mstep: Class 3 contains 47550 members 
Mstep: Class 4 contains 5132 members 
Mstep: Class 5 contains 31077 members 
Mstep: Class 6 contains 28398 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47411 members 
Mstep: Class 9 contains 8282 members 
Mstep: Class 10 contains 20648 members 
Mstep: Class 11 contains 51849 members 
Mstep: Class 12 contains 70345 members 
Mstep: Class 13 contains 53181 members 
Mstep: Class 14 contains 4736 members 
Mstep: Class 15 contains 29387 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46366 members 
Mstep: Class 18 contains 46328 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24801 members 
Mstep: Class 22 contains 39750 members 
Mstep: Class 23 contains 18115 members 
Mstep: Class 24 contains 30158 members 
Mstep: Class 25 contains 2422 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48551 members 
Mstep: Class 28 contains 22036 members 
Mstep: Class 29 contains 26566 members 
Mstep: Class 30 contains 59810 members 
Mstep: Class 31 contains 53833 members 
Mstep: Class 32 contains 66470 members 
Mstep: Class 33 contains 18469 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39612 members 
Mstep: Class 36 contains 46484 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30417 members 
Mstep: Class 40 contains 30067 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21903 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962320.000000 Penalty: 165768.828125
Iteration 313Q: 49 clusters Score -2.079623e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29486 members 
Mstep: Class 3 contains 47581 members 
Mstep: Class 4 contains 5134 members 
Mstep: Class 5 contains 31057 members 
Mstep: Class 6 contains 28305 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47444 members 
Mstep: Class 9 contains 8283 members 
Mstep: Class 10 contains 20721 members 
Mstep: Class 11 contains 51871 members 
Mstep: Class 12 contains 70334 members 
Mstep: Class 13 contains 53171 members 
Mstep: Class 14 contains 4734 members 
Mstep: Class 15 contains 29361 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46353 members 
Mstep: Class 18 contains 46338 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24810 members 
Mstep: Class 22 contains 39892 members 
Mstep: Class 23 contains 18116 members 
Mstep: Class 24 contains 30117 members 
Mstep: Class 25 contains 2421 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48554 members 
Mstep: Class 28 contains 22030 members 
Mstep: Class 29 contains 26561 members 
Mstep: Class 30 contains 59815 members 
Mstep: Class 31 contains 53838 members 
Mstep: Class 32 contains 66448 members 
Mstep: Class 33 contains 18465 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39602 members 
Mstep: Class 36 contains 46465 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30454 members 
Mstep: Class 40 contains 30013 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21884 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962608.000000 Penalty: 165768.828125
Iteration 314Q: 49 clusters Score -2.079626e+08 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29449 members 
Mstep: Class 3 contains 47611 members 
Mstep: Class 4 contains 5136 members 
Mstep: Class 5 contains 31035 members 
Mstep: Class 6 contains 28256 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47459 members 
Mstep: Class 9 contains 8285 members 
Mstep: Class 10 contains 20794 members 
Mstep: Class 11 contains 51888 members 
Mstep: Class 12 contains 70310 members 
Mstep: Class 13 contains 53166 members 
Mstep: Class 14 contains 4733 members 
Mstep: Class 15 contains 29324 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46309 members 
Mstep: Class 18 contains 46319 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24842 members 
Mstep: Class 22 contains 40041 members 
Mstep: Class 23 contains 18120 members 
Mstep: Class 24 contains 30071 members 
Mstep: Class 25 contains 2418 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48531 members 
Mstep: Class 28 contains 22027 members 
Mstep: Class 29 contains 26547 members 
Mstep: Class 30 contains 59819 members 
Mstep: Class 31 contains 53841 members 
Mstep: Class 32 contains 66448 members 
Mstep: Class 33 contains 18466 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39606 members 
Mstep: Class 36 contains 46455 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30476 members 
Mstep: Class 40 contains 29992 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21884 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962240.000000 Penalty: 165768.828125
Iteration 315Q: 49 clusters Score -2.079622e+08 nChanged 2445
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29398 members 
Mstep: Class 3 contains 47654 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 31020 members 
Mstep: Class 6 contains 28224 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47462 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 20880 members 
Mstep: Class 11 contains 51897 members 
Mstep: Class 12 contains 70287 members 
Mstep: Class 13 contains 53156 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 15 contains 29300 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46273 members 
Mstep: Class 18 contains 46327 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24843 members 
Mstep: Class 22 contains 40196 members 
Mstep: Class 23 contains 18124 members 
Mstep: Class 24 contains 30024 members 
Mstep: Class 25 contains 2415 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48506 members 
Mstep: Class 28 contains 22017 members 
Mstep: Class 29 contains 26542 members 
Mstep: Class 30 contains 59841 members 
Mstep: Class 31 contains 53838 members 
Mstep: Class 32 contains 66438 members 
Mstep: Class 33 contains 18463 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39586 members 
Mstep: Class 36 contains 46457 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30516 members 
Mstep: Class 40 contains 29952 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21867 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962192.000000 Penalty: 165768.828125
Iteration 316Q: 49 clusters Score -2.079622e+08 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 29370 members 
Mstep: Class 3 contains 47674 members 
Mstep: Class 4 contains 5137 members 
Mstep: Class 5 contains 31010 members 
Mstep: Class 6 contains 28193 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47419 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 20950 members 
Mstep: Class 11 contains 51906 members 
Mstep: Class 12 contains 70281 members 
Mstep: Class 13 contains 53152 members 
Mstep: Class 14 contains 4727 members 
Mstep: Class 15 contains 29304 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46254 members 
Mstep: Class 18 contains 46333 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24850 members 
Mstep: Class 22 contains 40351 members 
Mstep: Class 23 contains 18136 members 
Mstep: Class 24 contains 29984 members 
Mstep: Class 25 contains 2416 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48516 members 
Mstep: Class 28 contains 22014 members 
Mstep: Class 29 contains 26542 members 
Mstep: Class 30 contains 59838 members 
Mstep: Class 31 contains 53843 members 
Mstep: Class 32 contains 66429 members 
Mstep: Class 33 contains 18455 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39561 members 
Mstep: Class 36 contains 46470 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30507 members 
Mstep: Class 40 contains 29934 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21814 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962080.000000 Penalty: 165768.828125
Iteration 317Q: 49 clusters Score -2.079621e+08 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 29351 members 
Mstep: Class 3 contains 47724 members 
Mstep: Class 4 contains 5137 members 
Mstep: Class 5 contains 30980 members 
Mstep: Class 6 contains 28184 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47370 members 
Mstep: Class 9 contains 8287 members 
Mstep: Class 10 contains 21026 members 
Mstep: Class 11 contains 51915 members 
Mstep: Class 12 contains 70262 members 
Mstep: Class 13 contains 53146 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29288 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46256 members 
Mstep: Class 18 contains 46325 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24863 members 
Mstep: Class 22 contains 40470 members 
Mstep: Class 23 contains 18145 members 
Mstep: Class 24 contains 29938 members 
Mstep: Class 25 contains 2413 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48486 members 
Mstep: Class 28 contains 22011 members 
Mstep: Class 29 contains 26529 members 
Mstep: Class 30 contains 59826 members 
Mstep: Class 31 contains 53850 members 
Mstep: Class 32 contains 66441 members 
Mstep: Class 33 contains 18452 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39539 members 
Mstep: Class 36 contains 46487 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30526 members 
Mstep: Class 40 contains 29947 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21755 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962064.000000 Penalty: 165768.828125
Iteration 318Q: 49 clusters Score -2.079621e+08 nChanged 2127
Entering ConstructFrom: 
Score: -207962064.000000 Penalty: 165768.828125
Entering ConstructFrom: 
Trying to split cluster 1 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -1304950.500000 Penalty: 2201.209717
	Iteration 0F: 2 clusters Score -1304950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1299132.875000 Penalty: 4402.419434
	Iteration 0F: 3 clusters Score -1299133 nChanged 2821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1300804.000000 Penalty: 4402.419434
	Iteration 1F: 3 clusters Score -1300804 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 3463 members 
Entering Unmasked Estep 
Score: -1301136.500000 Penalty: 4402.419434
	Iteration 2F: 3 clusters Score -1301136 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -1301359.125000 Penalty: 4402.419434
	Iteration 3F: 3 clusters Score -1301359 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1301545.125000 Penalty: 4402.419434
	Iteration 4Q: 3 clusters Score -1301545 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1301701.875000 Penalty: 4402.419434
	Iteration 5Q: 3 clusters Score -1301702 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -1301827.750000 Penalty: 4402.419434
	Iteration 6Q: 3 clusters Score -1301828 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -1301997.500000 Penalty: 4402.419434
	Iteration 7Q: 3 clusters Score -1301998 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4096 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1302346.375000 Penalty: 4402.419434
	Iteration 8Q: 3 clusters Score -1302346 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1302789.625000 Penalty: 4402.419434
	Iteration 9Q: 3 clusters Score -1302790 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1303132.500000 Penalty: 4402.419434
	Iteration 10F: 3 clusters Score -1303132 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4570 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1303439.875000 Penalty: 4402.419434
	Iteration 11F: 3 clusters Score -1303440 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4806 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -1303716.250000 Penalty: 4402.419434
	Iteration 12Q: 3 clusters Score -1303716 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -1303954.125000 Penalty: 4402.419434
	Iteration 13Q: 3 clusters Score -1303954 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5192 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -1304095.375000 Penalty: 4402.419434
	Iteration 14Q: 3 clusters Score -1304095 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -1304176.625000 Penalty: 4402.419434
	Iteration 15Q: 3 clusters Score -1304177 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -1304251.875000 Penalty: 4402.419434
	Iteration 16Q: 3 clusters Score -1304252 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1304316.250000 Penalty: 4402.419434
	Iteration 17Q: 3 clusters Score -1304316 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1304377.000000 Penalty: 4402.419434
	Iteration 18Q: 3 clusters Score -1304377 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1304447.500000 Penalty: 4402.419434
	Iteration 19Q: 3 clusters Score -1304448 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5710 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -1304514.625000 Penalty: 4402.419434
	Iteration 20F: 3 clusters Score -1304515 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5770 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1304590.000000 Penalty: 4402.419434
	Iteration 21Q: 3 clusters Score -1304590 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -1304640.375000 Penalty: 4402.419434
	Iteration 22Q: 3 clusters Score -1304640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5872 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -1304670.250000 Penalty: 4402.419434
	Iteration 23Q: 3 clusters Score -1304670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5901 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1304688.250000 Penalty: 4402.419434
	Iteration 24Q: 3 clusters Score -1304688 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -1304701.125000 Penalty: 4402.419434
	Iteration 25Q: 3 clusters Score -1304701 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5936 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -1304712.500000 Penalty: 4402.419434
	Iteration 26Q: 3 clusters Score -1304712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5953 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -1304722.000000 Penalty: 4402.419434
	Iteration 27Q: 3 clusters Score -1304722 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1304730.500000 Penalty: 4402.419434
	Iteration 28Q: 3 clusters Score -1304730 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -1304738.625000 Penalty: 4402.419434
	Iteration 29Q: 3 clusters Score -1304739 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -1304751.625000 Penalty: 4402.419434
	Iteration 30Q: 3 clusters Score -1304752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6011 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -1304759.500000 Penalty: 4402.419434
	Iteration 31Q: 3 clusters Score -1304760 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -1304774.250000 Penalty: 4402.419434
	Iteration 32Q: 3 clusters Score -1304774 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1304783.625000 Penalty: 4402.419434
	Iteration 33Q: 3 clusters Score -1304784 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6042 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -1304788.375000 Penalty: 4402.419434
	Iteration 34Q: 3 clusters Score -1304788 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6047 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1304790.375000 Penalty: 4402.419434
	Iteration 35Q: 3 clusters Score -1304790 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6053 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -1304798.250000 Penalty: 4402.419434
	Iteration 36Q: 3 clusters Score -1304798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6060 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1304803.375000 Penalty: 4402.419434
	Iteration 37Q: 3 clusters Score -1304803 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1304807.875000 Penalty: 4402.419434
	Iteration 38Q: 3 clusters Score -1304808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1304811.750000 Penalty: 4402.419434
	Iteration 39Q: 3 clusters Score -1304812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6080 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -1304816.375000 Penalty: 4402.419434
	Iteration 40F: 3 clusters Score -1304816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1304818.750000 Penalty: 4402.419434
	Iteration 41Q: 3 clusters Score -1304819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6085 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -1304819.000000 Penalty: 4402.419434
	Iteration 42Q: 3 clusters Score -1304819 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6086 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -1304820.750000 Penalty: 4402.419434
	Iteration 43Q: 3 clusters Score -1304821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -1304820.875000 Penalty: 4402.419434
	Iteration 44Q: 3 clusters Score -1304821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6090 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -1304823.875000 Penalty: 4402.419434
	Iteration 45Q: 3 clusters Score -1304824 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6092 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1304825.750000 Penalty: 4402.419434
	Iteration 46Q: 3 clusters Score -1304826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6093 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -1304824.875000 Penalty: 4402.419434
	Iteration 47Q: 3 clusters Score -1304825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6097 members 
Mstep: Class 2 contains 1060 members 
Entering Unmasked Estep 
Score: -1304825.750000 Penalty: 4402.419434
	Iteration 48Q: 3 clusters Score -1304826 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6100 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -1304826.750000 Penalty: 4402.419434
	Iteration 49Q: 3 clusters Score -1304827 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -1304826.875000 Penalty: 4402.419434
	Iteration 50Q: 3 clusters Score -1304827 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1304827.250000 Penalty: 4402.419434
	Iteration 51Q: 3 clusters Score -1304827 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6104 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -1304827.250000 Penalty: 4402.419434
	Iteration 52F: 3 clusters Score -1304827 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29333 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29333 members 
Entering Unmasked Estep 
Score: -5825164.000000 Penalty: 2551.044189
	Iteration 0F: 2 clusters Score -5825164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14622 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5805964.000000 Penalty: 5102.088379
	Iteration 0F: 3 clusters Score -5805964 nChanged 13170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -5813002.000000 Penalty: 5102.088379
	Iteration 1F: 3 clusters Score -5813002 nChanged 1442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 15069 members 
Entering Unmasked Estep 
Score: -5813443.000000 Penalty: 5102.088379
	Iteration 2Q: 3 clusters Score -5813443 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14164 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -5813829.000000 Penalty: 5102.088379
	Iteration 3Q: 3 clusters Score -5813829 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14041 members 
Mstep: Class 2 contains 15292 members 
Entering Unmasked Estep 
Score: -5814125.000000 Penalty: 5102.088379
	Iteration 4Q: 3 clusters Score -5814125 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 15444 members 
Entering Unmasked Estep 
Score: -5814432.000000 Penalty: 5102.088379
	Iteration 5Q: 3 clusters Score -5814432 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -5814725.500000 Penalty: 5102.088379
	Iteration 6Q: 3 clusters Score -5814726 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13498 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -5815051.000000 Penalty: 5102.088379
	Iteration 7Q: 3 clusters Score -5815051 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 16066 members 
Entering Unmasked Estep 
Score: -5815353.500000 Penalty: 5102.088379
	Iteration 8Q: 3 clusters Score -5815354 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12921 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -5815721.500000 Penalty: 5102.088379
	Iteration 9Q: 3 clusters Score -5815722 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -5816119.000000 Penalty: 5102.088379
	Iteration 10Q: 3 clusters Score -5816119 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11940 members 
Mstep: Class 2 contains 17393 members 
Entering Unmasked Estep 
Score: -5816534.000000 Penalty: 5102.088379
	Iteration 11Q: 3 clusters Score -5816534 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11248 members 
Mstep: Class 2 contains 18085 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -5817030 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 18869 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5817608 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 19762 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -5818321 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -5818922.500000 Penalty: 5102.088379
	Iteration 15Q: 3 clusters Score -5818922 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 21531 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -5819408 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -5819803 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6565 members 
Mstep: Class 2 contains 22768 members 
Entering Unmasked Estep 
Score: -5820219.500000 Penalty: 5102.088379
	Iteration 18Q: 3 clusters Score -5820220 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -5820545.000000 Penalty: 5102.088379
	Iteration 19Q: 3 clusters Score -5820545 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -5820860.000000 Penalty: 5102.088379
	Iteration 20F: 3 clusters Score -5820860 nChanged 533
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5578 members 
Mstep: Class 2 contains 23755 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -5821107 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5453 members 
Mstep: Class 2 contains 23880 members 
Entering Unmasked Estep 
Score: -5821415.500000 Penalty: 5102.088379
	Iteration 22Q: 3 clusters Score -5821416 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5377 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -5821649 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -5821852 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -5821989 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5334 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -5822116.500000 Penalty: 5102.088379
	Iteration 26Q: 3 clusters Score -5822116 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5352 members 
Mstep: Class 2 contains 23981 members 
Entering Unmasked Estep 
Score: -5822224.000000 Penalty: 5102.088379
	Iteration 27Q: 3 clusters Score -5822224 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5385 members 
Mstep: Class 2 contains 23948 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -5822320 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 23896 members 
Entering Unmasked Estep 
Score: -5822393.000000 Penalty: 5102.088379
	Iteration 29Q: 3 clusters Score -5822393 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5502 members 
Mstep: Class 2 contains 23831 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -5822437 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5566 members 
Mstep: Class 2 contains 23767 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -5822498 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 23719 members 
Entering Unmasked Estep 
Score: -5822532.500000 Penalty: 5102.088379
	Iteration 32Q: 3 clusters Score -5822532 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5658 members 
Mstep: Class 2 contains 23675 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -5822562 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 23614 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -5822590 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5793 members 
Mstep: Class 2 contains 23540 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -5822598 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5869 members 
Mstep: Class 2 contains 23464 members 
Entering Unmasked Estep 
Score: -5822604.000000 Penalty: 5102.088379
	Iteration 36Q: 3 clusters Score -5822604 nChanged 80
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5921 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -5822620 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 23353 members 
Entering Unmasked Estep 
Score: -5822628.000000 Penalty: 5102.088379
	Iteration 38Q: 3 clusters Score -5822628 nChanged 71
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Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 23296 members 
Entering Unmasked Estep 
Score: -5822644.500000 Penalty: 5102.088379
	Iteration 39Q: 3 clusters Score -5822644 nChanged 64
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Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -5822658 nChanged 81
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Mstep: Class 1 contains 6142 members 
Mstep: Class 2 contains 23191 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -5822661 nChanged 78
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Mstep: Class 1 contains 6206 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -5822689 nChanged 70
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6264 members 
Mstep: Class 2 contains 23069 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -5822696 nChanged 76
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6324 members 
Mstep: Class 2 contains 23009 members 
Entering Unmasked Estep 
Score: -5822718.500000 Penalty: 5102.088379
	Iteration 44Q: 3 clusters Score -5822718 nChanged 71
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6383 members 
Mstep: Class 2 contains 22950 members 
Entering Unmasked Estep 
Score: -5822724.500000 Penalty: 5102.088379
	Iteration 45Q: 3 clusters Score -5822724 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6446 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -5822735.500000 Penalty: 5102.088379
	Iteration 46Q: 3 clusters Score -5822736 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -5822751.500000 Penalty: 5102.088379
	Iteration 47Q: 3 clusters Score -5822752 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6579 members 
Mstep: Class 2 contains 22754 members 
Entering Unmasked Estep 
Score: -5822776.500000 Penalty: 5102.088379
	Iteration 48Q: 3 clusters Score -5822776 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6618 members 
Mstep: Class 2 contains 22715 members 
Entering Unmasked Estep 
Score: -5822781.500000 Penalty: 5102.088379
	Iteration 49Q: 3 clusters Score -5822782 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -5822787.000000 Penalty: 5102.088379
	Iteration 50Q: 3 clusters Score -5822787 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -5822780.000000 Penalty: 5102.088379
	Iteration 51Q: 3 clusters Score -5822780 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6773 members 
Mstep: Class 2 contains 22560 members 
Entering Unmasked Estep 
Score: -5822799.500000 Penalty: 5102.088379
	Iteration 52Q: 3 clusters Score -5822800 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5822780 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 22416 members 
Entering Unmasked Estep 
Score: -5822768.000000 Penalty: 5102.088379
	Iteration 54Q: 3 clusters Score -5822768 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6994 members 
Mstep: Class 2 contains 22339 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -5822760 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -5822772 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7131 members 
Mstep: Class 2 contains 22202 members 
Entering Unmasked Estep 
Score: -5822783.000000 Penalty: 5102.088379
	Iteration 57Q: 3 clusters Score -5822783 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 22136 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -5822768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7281 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -5822766.500000 Penalty: 5102.088379
	Iteration 59Q: 3 clusters Score -5822766 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7351 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -5822763.000000 Penalty: 5102.088379
	Iteration 60F: 3 clusters Score -5822763 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7436 members 
Mstep: Class 2 contains 21897 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -5822758 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7545 members 
Mstep: Class 2 contains 21788 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -5822780 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -5822778 nChanged 117
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7752 members 
Mstep: Class 2 contains 21581 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -5822782 nChanged 139
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7887 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -5822795 nChanged 143
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Mstep: Class 1 contains 8028 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -5822792 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8172 members 
Mstep: Class 2 contains 21161 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5822781 nChanged 115
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 21050 members 
Entering Unmasked Estep 
Score: -5822790.000000 Penalty: 5102.088379
	Iteration 68Q: 3 clusters Score -5822790 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8369 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5822788.000000 Penalty: 5102.088379
	Iteration 69Q: 3 clusters Score -5822788 nChanged 68
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Mstep: Class 1 contains 8437 members 
Mstep: Class 2 contains 20896 members 
Entering Unmasked Estep 
Score: -5822793.500000 Penalty: 5102.088379
	Iteration 70Q: 3 clusters Score -5822794 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8497 members 
Mstep: Class 2 contains 20836 members 
Entering Unmasked Estep 
Score: -5822775.000000 Penalty: 5102.088379
	Iteration 71Q: 3 clusters Score -5822775 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 20778 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5822768 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8612 members 
Mstep: Class 2 contains 20721 members 
Entering Unmasked Estep 
Score: -5822762.500000 Penalty: 5102.088379
	Iteration 73Q: 3 clusters Score -5822762 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -5822757.500000 Penalty: 5102.088379
	Iteration 74Q: 3 clusters Score -5822758 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8784 members 
Mstep: Class 2 contains 20549 members 
Entering Unmasked Estep 
Score: -5822747.000000 Penalty: 5102.088379
	Iteration 75Q: 3 clusters Score -5822747 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8885 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -5822767 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8978 members 
Mstep: Class 2 contains 20355 members 
Entering Unmasked Estep 
Score: -5822756.500000 Penalty: 5102.088379
	Iteration 77Q: 3 clusters Score -5822756 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 20271 members 
Entering Unmasked Estep 
Score: -5822749.000000 Penalty: 5102.088379
	Iteration 78Q: 3 clusters Score -5822749 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 20197 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -5822767 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -5822755.500000 Penalty: 5102.088379
	Iteration 80F: 3 clusters Score -5822756 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9268 members 
Mstep: Class 2 contains 20065 members 
Entering Unmasked Estep 
Score: -5822739.500000 Penalty: 5102.088379
	Iteration 81Q: 3 clusters Score -5822740 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
Score: -5822720.000000 Penalty: 5102.088379
	Iteration 82Q: 3 clusters Score -5822720 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9444 members 
Mstep: Class 2 contains 19889 members 
Entering Unmasked Estep 
Score: -5822741.000000 Penalty: 5102.088379
	Iteration 83Q: 3 clusters Score -5822741 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 19820 members 
Entering Unmasked Estep 
Score: -5822725.000000 Penalty: 5102.088379
	Iteration 84Q: 3 clusters Score -5822725 nChanged 69
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9578 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5822720 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9646 members 
Mstep: Class 2 contains 19687 members 
Entering Unmasked Estep 
Score: -5822716.500000 Penalty: 5102.088379
	Iteration 86Q: 3 clusters Score -5822716 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9709 members 
Mstep: Class 2 contains 19624 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -5822720 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9783 members 
Mstep: Class 2 contains 19550 members 
Entering Unmasked Estep 
Score: -5822726.500000 Penalty: 5102.088379
	Iteration 88Q: 3 clusters Score -5822726 nChanged 67
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Mstep: Class 1 contains 9846 members 
Mstep: Class 2 contains 19487 members 
Entering Unmasked Estep 
Score: -5822731.500000 Penalty: 5102.088379
	Iteration 89Q: 3 clusters Score -5822732 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9911 members 
Mstep: Class 2 contains 19422 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -5822726 nChanged 61
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Mstep: Class 1 contains 9968 members 
Mstep: Class 2 contains 19365 members 
Entering Unmasked Estep 
Score: -5822737.500000 Penalty: 5102.088379
	Iteration 91Q: 3 clusters Score -5822738 nChanged 54
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Mstep: Class 1 contains 10018 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -5822717.500000 Penalty: 5102.088379
	Iteration 92Q: 3 clusters Score -5822718 nChanged 42
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Mstep: Class 1 contains 10060 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -5822725.500000 Penalty: 5102.088379
	Iteration 93Q: 3 clusters Score -5822726 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10108 members 
Mstep: Class 2 contains 19225 members 
Entering Unmasked Estep 
Score: -5822740.500000 Penalty: 5102.088379
	Iteration 94Q: 3 clusters Score -5822740 nChanged 43
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Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5822734.500000 Penalty: 5102.088379
	Iteration 95Q: 3 clusters Score -5822734 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10178 members 
Mstep: Class 2 contains 19155 members 
Entering Unmasked Estep 
Score: -5822727.000000 Penalty: 5102.088379
	Iteration 96Q: 3 clusters Score -5822727 nChanged 27
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Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5822727 nChanged 24
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Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -5822739.000000 Penalty: 5102.088379
	Iteration 98Q: 3 clusters Score -5822739 nChanged 34
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Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -5822743.500000 Penalty: 5102.088379
	Iteration 99Q: 3 clusters Score -5822744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10289 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5822743 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10307 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5822746.000000 Penalty: 5102.088379
	Iteration 101Q: 3 clusters Score -5822746 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10323 members 
Mstep: Class 2 contains 19010 members 
Entering Unmasked Estep 
Score: -5822744.500000 Penalty: 5102.088379
	Iteration 102Q: 3 clusters Score -5822744 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10330 members 
Mstep: Class 2 contains 19003 members 
Entering Unmasked Estep 
Score: -5822748.000000 Penalty: 5102.088379
	Iteration 103Q: 3 clusters Score -5822748 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10337 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -5822744.500000 Penalty: 5102.088379
	Iteration 104Q: 3 clusters Score -5822744 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 2 contains 18992 members 
Entering Unmasked Estep 
Score: -5822734.500000 Penalty: 5102.088379
	Iteration 105Q: 3 clusters Score -5822734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10349 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -5822730.000000 Penalty: 5102.088379
	Iteration 106Q: 3 clusters Score -5822730 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -5822737.500000 Penalty: 5102.088379
	Iteration 107Q: 3 clusters Score -5822738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10379 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -5822723.500000 Penalty: 5102.088379
	Iteration 108Q: 3 clusters Score -5822724 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10398 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -5822719.000000 Penalty: 5102.088379
	Iteration 109Q: 3 clusters Score -5822719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -5822721.000000 Penalty: 5102.088379
	Iteration 110Q: 3 clusters Score -5822721 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 18877 members 
Entering Unmasked Estep 
Score: -5822729.500000 Penalty: 5102.088379
	Iteration 111Q: 3 clusters Score -5822730 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -5822710.500000 Penalty: 5102.088379
	Iteration 112Q: 3 clusters Score -5822710 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10519 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -5822708.500000 Penalty: 5102.088379
	Iteration 113Q: 3 clusters Score -5822708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10538 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -5822704.500000 Penalty: 5102.088379
	Iteration 114Q: 3 clusters Score -5822704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10555 members 
Mstep: Class 2 contains 18778 members 
Entering Unmasked Estep 
Score: -5822711.500000 Penalty: 5102.088379
	Iteration 115Q: 3 clusters Score -5822712 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 18761 members 
Entering Unmasked Estep 
Score: -5822707.500000 Penalty: 5102.088379
	Iteration 116Q: 3 clusters Score -5822708 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 18740 members 
Entering Unmasked Estep 
Score: -5822712.000000 Penalty: 5102.088379
	Iteration 117Q: 3 clusters Score -5822712 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10613 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -5822707.000000 Penalty: 5102.088379
	Iteration 118Q: 3 clusters Score -5822707 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 18701 members 
Entering Unmasked Estep 
Score: -5822701.500000 Penalty: 5102.088379
	Iteration 119Q: 3 clusters Score -5822702 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10649 members 
Mstep: Class 2 contains 18684 members 
Entering Unmasked Estep 
Score: -5822697.500000 Penalty: 5102.088379
	Iteration 120F: 3 clusters Score -5822698 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 18669 members 
Entering Unmasked Estep 
Score: -5822695.500000 Penalty: 5102.088379
	Iteration 121Q: 3 clusters Score -5822696 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10692 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -5822682.000000 Penalty: 5102.088379
	Iteration 122Q: 3 clusters Score -5822682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 18614 members 
Entering Unmasked Estep 
Score: -5822694.500000 Penalty: 5102.088379
	Iteration 123Q: 3 clusters Score -5822694 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -5822702.500000 Penalty: 5102.088379
	Iteration 124Q: 3 clusters Score -5822702 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10766 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -5822700.000000 Penalty: 5102.088379
	Iteration 125Q: 3 clusters Score -5822700 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10775 members 
Mstep: Class 2 contains 18558 members 
Entering Unmasked Estep 
Score: -5822703.000000 Penalty: 5102.088379
	Iteration 126Q: 3 clusters Score -5822703 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -5822709.500000 Penalty: 5102.088379
	Iteration 127Q: 3 clusters Score -5822710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 18531 members 
Entering Unmasked Estep 
Score: -5822716.000000 Penalty: 5102.088379
	Iteration 128Q: 3 clusters Score -5822716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10814 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5822708.500000 Penalty: 5102.088379
	Iteration 129Q: 3 clusters Score -5822708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 18501 members 
Entering Unmasked Estep 
Score: -5822723.000000 Penalty: 5102.088379
	Iteration 130Q: 3 clusters Score -5822723 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 18482 members 
Entering Unmasked Estep 
Score: -5822718.000000 Penalty: 5102.088379
	Iteration 131Q: 3 clusters Score -5822718 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -5822720.000000 Penalty: 5102.088379
	Iteration 132Q: 3 clusters Score -5822720 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10873 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5822710.500000 Penalty: 5102.088379
	Iteration 133Q: 3 clusters Score -5822710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10891 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -5822708.500000 Penalty: 5102.088379
	Iteration 134Q: 3 clusters Score -5822708 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10915 members 
Mstep: Class 2 contains 18418 members 
Entering Unmasked Estep 
Score: -5822693.000000 Penalty: 5102.088379
	Iteration 135Q: 3 clusters Score -5822693 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10939 members 
Mstep: Class 2 contains 18394 members 
Entering Unmasked Estep 
Score: -5822691.000000 Penalty: 5102.088379
	Iteration 136Q: 3 clusters Score -5822691 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -5822695.500000 Penalty: 5102.088379
	Iteration 137Q: 3 clusters Score -5822696 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11010 members 
Mstep: Class 2 contains 18323 members 
Entering Unmasked Estep 
Score: -5822706.000000 Penalty: 5102.088379
	Iteration 138Q: 3 clusters Score -5822706 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11036 members 
Mstep: Class 2 contains 18297 members 
Entering Unmasked Estep 
Score: -5822692.500000 Penalty: 5102.088379
	Iteration 139Q: 3 clusters Score -5822692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -5822691.000000 Penalty: 5102.088379
	Iteration 140F: 3 clusters Score -5822691 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 18232 members 
Entering Unmasked Estep 
Score: -5822677.500000 Penalty: 5102.088379
	Iteration 141Q: 3 clusters Score -5822678 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11140 members 
Mstep: Class 2 contains 18193 members 
Entering Unmasked Estep 
Score: -5822669.500000 Penalty: 5102.088379
	Iteration 142Q: 3 clusters Score -5822670 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 18141 members 
Entering Unmasked Estep 
Score: -5822674.500000 Penalty: 5102.088379
	Iteration 143Q: 3 clusters Score -5822674 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11261 members 
Mstep: Class 2 contains 18072 members 
Entering Unmasked Estep 
Score: -5822678.000000 Penalty: 5102.088379
	Iteration 144Q: 3 clusters Score -5822678 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11329 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -5822658.500000 Penalty: 5102.088379
	Iteration 145Q: 3 clusters Score -5822658 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11398 members 
Mstep: Class 2 contains 17935 members 
Entering Unmasked Estep 
Score: -5822636.000000 Penalty: 5102.088379
	Iteration 146Q: 3 clusters Score -5822636 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11468 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -5822640.500000 Penalty: 5102.088379
	Iteration 147Q: 3 clusters Score -5822640 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -5822640.500000 Penalty: 5102.088379
	Iteration 148Q: 3 clusters Score -5822640 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11559 members 
Mstep: Class 2 contains 17774 members 
Entering Unmasked Estep 
Score: -5822640.500000 Penalty: 5102.088379
	Iteration 149Q: 3 clusters Score -5822640 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -5822641.000000 Penalty: 5102.088379
	Iteration 150Q: 3 clusters Score -5822641 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11634 members 
Mstep: Class 2 contains 17699 members 
Entering Unmasked Estep 
Score: -5822630.000000 Penalty: 5102.088379
	Iteration 151Q: 3 clusters Score -5822630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11668 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -5822637.000000 Penalty: 5102.088379
	Iteration 152Q: 3 clusters Score -5822637 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11713 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -5822620.500000 Penalty: 5102.088379
	Iteration 153Q: 3 clusters Score -5822620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11762 members 
Mstep: Class 2 contains 17571 members 
Entering Unmasked Estep 
Score: -5822610.000000 Penalty: 5102.088379
	Iteration 154Q: 3 clusters Score -5822610 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11836 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -5822602.000000 Penalty: 5102.088379
	Iteration 155Q: 3 clusters Score -5822602 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11896 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5822587.000000 Penalty: 5102.088379
	Iteration 156Q: 3 clusters Score -5822587 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11953 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
Score: -5822595.000000 Penalty: 5102.088379
	Iteration 157Q: 3 clusters Score -5822595 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12008 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -5822604.500000 Penalty: 5102.088379
	Iteration 158Q: 3 clusters Score -5822604 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 17290 members 
Entering Unmasked Estep 
Score: -5822602.500000 Penalty: 5102.088379
	Iteration 159Q: 3 clusters Score -5822602 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12074 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -5822592.000000 Penalty: 5102.088379
	Iteration 160F: 3 clusters Score -5822592 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12101 members 
Mstep: Class 2 contains 17232 members 
Entering Unmasked Estep 
Score: -5822606.000000 Penalty: 5102.088379
	Iteration 161Q: 3 clusters Score -5822606 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -5822608.000000 Penalty: 5102.088379
	Iteration 162Q: 3 clusters Score -5822608 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12163 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -5822605.000000 Penalty: 5102.088379
	Iteration 163Q: 3 clusters Score -5822605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 17144 members 
Entering Unmasked Estep 
Score: -5822598.500000 Penalty: 5102.088379
	Iteration 164Q: 3 clusters Score -5822598 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12211 members 
Mstep: Class 2 contains 17122 members 
Entering Unmasked Estep 
Score: -5822592.500000 Penalty: 5102.088379
	Iteration 165Q: 3 clusters Score -5822592 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12230 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -5822587.500000 Penalty: 5102.088379
	Iteration 166Q: 3 clusters Score -5822588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12246 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -5822588.500000 Penalty: 5102.088379
	Iteration 167Q: 3 clusters Score -5822588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -5822582.000000 Penalty: 5102.088379
	Iteration 168Q: 3 clusters Score -5822582 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12283 members 
Mstep: Class 2 contains 17050 members 
Entering Unmasked Estep 
Score: -5822588.500000 Penalty: 5102.088379
	Iteration 169Q: 3 clusters Score -5822588 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12296 members 
Mstep: Class 2 contains 17037 members 
Entering Unmasked Estep 
Score: -5822592.000000 Penalty: 5102.088379
	Iteration 170Q: 3 clusters Score -5822592 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 17030 members 
Entering Unmasked Estep 
Score: -5822587.500000 Penalty: 5102.088379
	Iteration 171Q: 3 clusters Score -5822588 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12305 members 
Mstep: Class 2 contains 17028 members 
Entering Unmasked Estep 
Score: -5822591.500000 Penalty: 5102.088379
	Iteration 172Q: 3 clusters Score -5822592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -5822591.500000 Penalty: 5102.088379
	Iteration 173Q: 3 clusters Score -5822592 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -5822591.500000 Penalty: 5102.088379
	Iteration 174F: 3 clusters Score -5822592 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47775 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47775 members 
Entering Unmasked Estep 
Score: -9179000.000000 Penalty: 2672.015869
	Iteration 0F: 2 clusters Score -9179000 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23978 members 
Mstep: Class 2 contains 23797 members 
Entering Unmasked Estep 
Score: -9152043.000000 Penalty: 5344.031738
	Iteration 0F: 3 clusters Score -9152043 nChanged 22090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25008 members 
Mstep: Class 2 contains 22767 members 
Entering Unmasked Estep 
Score: -9164284.000000 Penalty: 5344.031738
	Iteration 1F: 3 clusters Score -9164284 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25693 members 
Mstep: Class 2 contains 22082 members 
Entering Unmasked Estep 
Score: -9164862.000000 Penalty: 5344.031738
	Iteration 2Q: 3 clusters Score -9164862 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26611 members 
Mstep: Class 2 contains 21164 members 
Entering Unmasked Estep 
Score: -9165509.000000 Penalty: 5344.031738
	Iteration 3Q: 3 clusters Score -9165509 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27788 members 
Mstep: Class 2 contains 19987 members 
Entering Unmasked Estep 
Score: -9166218.000000 Penalty: 5344.031738
	Iteration 4Q: 3 clusters Score -9166218 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 18660 members 
Entering Unmasked Estep 
Score: -9167168.000000 Penalty: 5344.031738
	Iteration 5Q: 3 clusters Score -9167168 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30646 members 
Mstep: Class 2 contains 17129 members 
Entering Unmasked Estep 
Score: -9168525.000000 Penalty: 5344.031738
	Iteration 6F: 3 clusters Score -9168525 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32240 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -9170483.000000 Penalty: 5344.031738
	Iteration 7F: 3 clusters Score -9170483 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33533 members 
Mstep: Class 2 contains 14242 members 
Entering Unmasked Estep 
Score: -9172847.000000 Penalty: 5344.031738
	Iteration 8F: 3 clusters Score -9172847 nChanged 2554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34261 members 
Mstep: Class 2 contains 13514 members 
Entering Unmasked Estep 
Score: -9174793.000000 Penalty: 5344.031738
	Iteration 9F: 3 clusters Score -9174793 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34457 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -9175967.000000 Penalty: 5344.031738
	Iteration 10Q: 3 clusters Score -9175967 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34567 members 
Mstep: Class 2 contains 13208 members 
Entering Unmasked Estep 
Score: -9176654.000000 Penalty: 5344.031738
	Iteration 11Q: 3 clusters Score -9176654 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34675 members 
Mstep: Class 2 contains 13100 members 
Entering Unmasked Estep 
Score: -9177167.000000 Penalty: 5344.031738
	Iteration 12Q: 3 clusters Score -9177167 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -9177629.000000 Penalty: 5344.031738
	Iteration 13Q: 3 clusters Score -9177629 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34860 members 
Mstep: Class 2 contains 12915 members 
Entering Unmasked Estep 
Score: -9178074.000000 Penalty: 5344.031738
	Iteration 14Q: 3 clusters Score -9178074 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34960 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -9178473.000000 Penalty: 5344.031738
	Iteration 15Q: 3 clusters Score -9178473 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34997 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -9178776.000000 Penalty: 5344.031738
	Iteration 16Q: 3 clusters Score -9178776 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -9179020.000000 Penalty: 5344.031738
	Iteration 17Q: 3 clusters Score -9179020 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -9179224.000000 Penalty: 5344.031738
	Iteration 18Q: 3 clusters Score -9179224 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -9179379.000000 Penalty: 5344.031738
	Iteration 19Q: 3 clusters Score -9179379 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 12430 members 
Entering Unmasked Estep 
Score: -9179497.000000 Penalty: 5344.031738
	Iteration 20F: 3 clusters Score -9179497 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -9179575.000000 Penalty: 5344.031738
	Iteration 21Q: 3 clusters Score -9179575 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -9179615.000000 Penalty: 5344.031738
	Iteration 22Q: 3 clusters Score -9179615 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35690 members 
Mstep: Class 2 contains 12085 members 
Entering Unmasked Estep 
Score: -9179629.000000 Penalty: 5344.031738
	Iteration 23Q: 3 clusters Score -9179629 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35816 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -9179661.000000 Penalty: 5344.031738
	Iteration 24Q: 3 clusters Score -9179661 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35924 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -9179695.000000 Penalty: 5344.031738
	Iteration 25Q: 3 clusters Score -9179695 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36005 members 
Mstep: Class 2 contains 11770 members 
Entering Unmasked Estep 
Score: -9179717.000000 Penalty: 5344.031738
	Iteration 26Q: 3 clusters Score -9179717 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36081 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -9179716.000000 Penalty: 5344.031738
	Iteration 27Q: 3 clusters Score -9179716 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36188 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -9179729.000000 Penalty: 5344.031738
	Iteration 28Q: 3 clusters Score -9179729 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36284 members 
Mstep: Class 2 contains 11491 members 
Entering Unmasked Estep 
Score: -9179732.000000 Penalty: 5344.031738
	Iteration 29Q: 3 clusters Score -9179732 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -9179742.000000 Penalty: 5344.031738
	Iteration 30Q: 3 clusters Score -9179742 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36463 members 
Mstep: Class 2 contains 11312 members 
Entering Unmasked Estep 
Score: -9179737.000000 Penalty: 5344.031738
	Iteration 31Q: 3 clusters Score -9179737 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36517 members 
Mstep: Class 2 contains 11258 members 
Entering Unmasked Estep 
Score: -9179712.000000 Penalty: 5344.031738
	Iteration 32Q: 3 clusters Score -9179712 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36544 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -9179715.000000 Penalty: 5344.031738
	Iteration 33Q: 3 clusters Score -9179715 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36580 members 
Mstep: Class 2 contains 11195 members 
Entering Unmasked Estep 
Score: -9179716.000000 Penalty: 5344.031738
	Iteration 34Q: 3 clusters Score -9179716 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36616 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -9179725.000000 Penalty: 5344.031738
	Iteration 35Q: 3 clusters Score -9179725 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36650 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -9179720.000000 Penalty: 5344.031738
	Iteration 36Q: 3 clusters Score -9179720 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36671 members 
Mstep: Class 2 contains 11104 members 
Entering Unmasked Estep 
Score: -9179717.000000 Penalty: 5344.031738
	Iteration 37Q: 3 clusters Score -9179717 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36699 members 
Mstep: Class 2 contains 11076 members 
Entering Unmasked Estep 
Score: -9179728.000000 Penalty: 5344.031738
	Iteration 38Q: 3 clusters Score -9179728 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 11056 members 
Entering Unmasked Estep 
Score: -9179734.000000 Penalty: 5344.031738
	Iteration 39Q: 3 clusters Score -9179734 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -9179723.000000 Penalty: 5344.031738
	Iteration 40F: 3 clusters Score -9179723 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36758 members 
Mstep: Class 2 contains 11017 members 
Entering Unmasked Estep 
Score: -9179724.000000 Penalty: 5344.031738
	Iteration 41Q: 3 clusters Score -9179724 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36784 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -9179725.000000 Penalty: 5344.031738
	Iteration 42Q: 3 clusters Score -9179725 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36808 members 
Mstep: Class 2 contains 10967 members 
Entering Unmasked Estep 
Score: -9179744.000000 Penalty: 5344.031738
	Iteration 43Q: 3 clusters Score -9179744 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36822 members 
Mstep: Class 2 contains 10953 members 
Entering Unmasked Estep 
Score: -9179753.000000 Penalty: 5344.031738
	Iteration 44Q: 3 clusters Score -9179753 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36837 members 
Mstep: Class 2 contains 10938 members 
Entering Unmasked Estep 
Score: -9179737.000000 Penalty: 5344.031738
	Iteration 45Q: 3 clusters Score -9179737 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36841 members 
Mstep: Class 2 contains 10934 members 
Entering Unmasked Estep 
Score: -9179731.000000 Penalty: 5344.031738
	Iteration 46Q: 3 clusters Score -9179731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36854 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -9179733.000000 Penalty: 5344.031738
	Iteration 47Q: 3 clusters Score -9179733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36873 members 
Mstep: Class 2 contains 10902 members 
Entering Unmasked Estep 
Score: -9179734.000000 Penalty: 5344.031738
	Iteration 48Q: 3 clusters Score -9179734 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 10900 members 
Entering Unmasked Estep 
Score: -9179729.000000 Penalty: 5344.031738
	Iteration 49Q: 3 clusters Score -9179729 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36879 members 
Mstep: Class 2 contains 10896 members 
Entering Unmasked Estep 
Score: -9179729.000000 Penalty: 5344.031738
	Iteration 50Q: 3 clusters Score -9179729 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 10894 members 
Entering Unmasked Estep 
Score: -9179728.000000 Penalty: 5344.031738
	Iteration 51Q: 3 clusters Score -9179728 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 10892 members 
Entering Unmasked Estep 
Score: -9179720.000000 Penalty: 5344.031738
	Iteration 52Q: 3 clusters Score -9179720 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -9179724.000000 Penalty: 5344.031738
	Iteration 53Q: 3 clusters Score -9179724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36890 members 
Mstep: Class 2 contains 10885 members 
Entering Unmasked Estep 
Score: -9179717.000000 Penalty: 5344.031738
	Iteration 54Q: 3 clusters Score -9179717 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -9179714.000000 Penalty: 5344.031738
	Iteration 55Q: 3 clusters Score -9179714 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36898 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -9179712.000000 Penalty: 5344.031738
	Iteration 56Q: 3 clusters Score -9179712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36904 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -9179712.000000 Penalty: 5344.031738
	Iteration 57Q: 3 clusters Score -9179712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36908 members 
Mstep: Class 2 contains 10867 members 
Entering Unmasked Estep 
Score: -9179703.000000 Penalty: 5344.031738
	Iteration 58Q: 3 clusters Score -9179703 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -9179706.000000 Penalty: 5344.031738
	Iteration 59Q: 3 clusters Score -9179706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36910 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -9179706.000000 Penalty: 5344.031738
	Iteration 60F: 3 clusters Score -9179706 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29333 members 
Mstep: Class 3 contains 36910 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 30925 members 
Mstep: Class 6 contains 28188 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47328 members 
Mstep: Class 9 contains 8286 members 
Mstep: Class 10 contains 21094 members 
Mstep: Class 11 contains 51923 members 
Mstep: Class 12 contains 70266 members 
Mstep: Class 13 contains 53126 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29267 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46265 members 
Mstep: Class 18 contains 46335 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24868 members 
Mstep: Class 22 contains 40580 members 
Mstep: Class 23 contains 18151 members 
Mstep: Class 24 contains 29895 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48499 members 
Mstep: Class 28 contains 22008 members 
Mstep: Class 29 contains 26520 members 
Mstep: Class 30 contains 59815 members 
Mstep: Class 31 contains 53839 members 
Mstep: Class 32 contains 66430 members 
Mstep: Class 33 contains 18441 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39533 members 
Mstep: Class 36 contains 46492 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30513 members 
Mstep: Class 40 contains 29971 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21715 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 10865 members 
Entering Unmasked Estep 
Score: -207960560.000000 Penalty: 169222.343750
Splitting cluster 3 changes total score from -207962064.000000 to -207960560.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Entering Unmasked Estep 
Score: -957864.875000 Penalty: 2119.015869
	Iteration 0F: 2 clusters Score -957864.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2603 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -953232.375000 Penalty: 4238.031738
	Iteration 0F: 3 clusters Score -953232.4 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -954407.562500 Penalty: 4238.031738
	Iteration 1F: 3 clusters Score -954407.6 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -954685.312500 Penalty: 4238.031738
	Iteration 2F: 3 clusters Score -954685.3 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 2556 members 
Entering Unmasked Estep 
Score: -954883.375000 Penalty: 4238.031738
	Iteration 3F: 3 clusters Score -954883.4 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -955090.875000 Penalty: 4238.031738
	Iteration 4Q: 3 clusters Score -955090.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -955313.687500 Penalty: 4238.031738
	Iteration 5F: 3 clusters Score -955313.7 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -955531.687500 Penalty: 4238.031738
	Iteration 6F: 3 clusters Score -955531.7 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -955729.375000 Penalty: 4238.031738
	Iteration 7F: 3 clusters Score -955729.4 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 3178 members 
Entering Unmasked Estep 
Score: -955897.062500 Penalty: 4238.031738
	Iteration 8Q: 3 clusters Score -955897.1 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3342 members 
Entering Unmasked Estep 
Score: -956080.812500 Penalty: 4238.031738
	Iteration 9Q: 3 clusters Score -956080.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -956243.625000 Penalty: 4238.031738
	Iteration 10Q: 3 clusters Score -956243.6 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -956376.812500 Penalty: 4238.031738
	Iteration 11Q: 3 clusters Score -956376.8 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -956469.375000 Penalty: 4238.031738
	Iteration 12Q: 3 clusters Score -956469.4 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 3831 members 
Entering Unmasked Estep 
Score: -956523.187500 Penalty: 4238.031738
	Iteration 13Q: 3 clusters Score -956523.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -956568.437500 Penalty: 4238.031738
	Iteration 14Q: 3 clusters Score -956568.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 3947 members 
Entering Unmasked Estep 
Score: -956597.750000 Penalty: 4238.031738
	Iteration 15Q: 3 clusters Score -956597.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -956619.687500 Penalty: 4238.031738
	Iteration 16Q: 3 clusters Score -956619.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 4024 members 
Entering Unmasked Estep 
Score: -956637.375000 Penalty: 4238.031738
	Iteration 17Q: 3 clusters Score -956637.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1091 members 
Mstep: Class 2 contains 4047 members 
Entering Unmasked Estep 
Score: -956651.625000 Penalty: 4238.031738
	Iteration 18Q: 3 clusters Score -956651.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -956660.812500 Penalty: 4238.031738
	Iteration 19Q: 3 clusters Score -956660.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -956668.562500 Penalty: 4238.031738
	Iteration 20F: 3 clusters Score -956668.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -956673.750000 Penalty: 4238.031738
	Iteration 21Q: 3 clusters Score -956673.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 4126 members 
Entering Unmasked Estep 
Score: -956681.062500 Penalty: 4238.031738
	Iteration 22Q: 3 clusters Score -956681.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -956685.375000 Penalty: 4238.031738
	Iteration 23Q: 3 clusters Score -956685.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -956691.312500 Penalty: 4238.031738
	Iteration 24Q: 3 clusters Score -956691.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 4154 members 
Entering Unmasked Estep 
Score: -956692.750000 Penalty: 4238.031738
	Iteration 25Q: 3 clusters Score -956692.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -956695.625000 Penalty: 4238.031738
	Iteration 26Q: 3 clusters Score -956695.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -956700.375000 Penalty: 4238.031738
	Iteration 27Q: 3 clusters Score -956700.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -956705.437500 Penalty: 4238.031738
	Iteration 28Q: 3 clusters Score -956705.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -956710.937500 Penalty: 4238.031738
	Iteration 29Q: 3 clusters Score -956710.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -956716.125000 Penalty: 4238.031738
	Iteration 30Q: 3 clusters Score -956716.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 4209 members 
Entering Unmasked Estep 
Score: -956720.937500 Penalty: 4238.031738
	Iteration 31Q: 3 clusters Score -956720.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4222 members 
Entering Unmasked Estep 
Score: -956727.750000 Penalty: 4238.031738
	Iteration 32Q: 3 clusters Score -956727.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 4228 members 
Entering Unmasked Estep 
Score: -956730.812500 Penalty: 4238.031738
	Iteration 33Q: 3 clusters Score -956730.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -956733.812500 Penalty: 4238.031738
	Iteration 34Q: 3 clusters Score -956733.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -956734.000000 Penalty: 4238.031738
	Iteration 35Q: 3 clusters Score -956734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -956736.937500 Penalty: 4238.031738
	Iteration 36Q: 3 clusters Score -956736.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 4249 members 
Entering Unmasked Estep 
Score: -956739.875000 Penalty: 4238.031738
	Iteration 37Q: 3 clusters Score -956739.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -956742.750000 Penalty: 4238.031738
	Iteration 38Q: 3 clusters Score -956742.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 4264 members 
Entering Unmasked Estep 
Score: -956746.750000 Penalty: 4238.031738
	Iteration 39Q: 3 clusters Score -956746.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -956746.750000 Penalty: 4238.031738
	Iteration 40F: 3 clusters Score -956746.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (30925 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30925 members 
Entering Unmasked Estep 
Score: -5943116.500000 Penalty: 2564.151367
	Iteration 0F: 2 clusters Score -5943116 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 15535 members 
Entering Unmasked Estep 
Score: -5922531.500000 Penalty: 5128.302734
	Iteration 0F: 3 clusters Score -5922532 nChanged 13899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15049 members 
Mstep: Class 2 contains 15876 members 
Entering Unmasked Estep 
Score: -5929946.000000 Penalty: 5128.302734
	Iteration 1F: 3 clusters Score -5929946 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14819 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -5930366.000000 Penalty: 5128.302734
	Iteration 2Q: 3 clusters Score -5930366 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 16457 members 
Entering Unmasked Estep 
Score: -5930681.500000 Penalty: 5128.302734
	Iteration 3Q: 3 clusters Score -5930682 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13939 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5930984.000000 Penalty: 5128.302734
	Iteration 4Q: 3 clusters Score -5930984 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13209 members 
Mstep: Class 2 contains 17716 members 
Entering Unmasked Estep 
Score: -5931299.000000 Penalty: 5128.302734
	Iteration 5Q: 3 clusters Score -5931299 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12262 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -5931731.000000 Penalty: 5128.302734
	Iteration 6Q: 3 clusters Score -5931731 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -5932319.500000 Penalty: 5128.302734
	Iteration 7Q: 3 clusters Score -5932320 nChanged 1617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9506 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -5933183.000000 Penalty: 5128.302734
	Iteration 8F: 3 clusters Score -5933183 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7663 members 
Mstep: Class 2 contains 23262 members 
Entering Unmasked Estep 
Score: -5934365.000000 Penalty: 5128.302734
	Iteration 9F: 3 clusters Score -5934365 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 25324 members 
Entering Unmasked Estep 
Score: -5935952.000000 Penalty: 5128.302734
	Iteration 10F: 3 clusters Score -5935952 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -5937659.000000 Penalty: 5128.302734
	Iteration 11F: 3 clusters Score -5937659 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 28853 members 
Entering Unmasked Estep 
Score: -5939066.000000 Penalty: 5128.302734
	Iteration 12F: 3 clusters Score -5939066 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -5939929.500000 Penalty: 5128.302734
	Iteration 13Q: 3 clusters Score -5939930 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -5940372.000000 Penalty: 5128.302734
	Iteration 14Q: 3 clusters Score -5940372 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -5940576.000000 Penalty: 5128.302734
	Iteration 15Q: 3 clusters Score -5940576 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 30587 members 
Entering Unmasked Estep 
Score: -5940683.500000 Penalty: 5128.302734
	Iteration 16Q: 3 clusters Score -5940684 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 30629 members 
Entering Unmasked Estep 
Score: -5940733.000000 Penalty: 5128.302734
	Iteration 17Q: 3 clusters Score -5940733 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -5940761.000000 Penalty: 5128.302734
	Iteration 18Q: 3 clusters Score -5940761 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -5940767.500000 Penalty: 5128.302734
	Iteration 19Q: 3 clusters Score -5940768 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 30663 members 
Entering Unmasked Estep 
Score: -5940786.000000 Penalty: 5128.302734
	Iteration 20F: 3 clusters Score -5940786 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 30668 members 
Entering Unmasked Estep 
Score: -5940804.500000 Penalty: 5128.302734
	Iteration 21Q: 3 clusters Score -5940804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -5940814.000000 Penalty: 5128.302734
	Iteration 22Q: 3 clusters Score -5940814 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 30681 members 
Entering Unmasked Estep 
Score: -5940828.000000 Penalty: 5128.302734
	Iteration 23Q: 3 clusters Score -5940828 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 30683 members 
Entering Unmasked Estep 
Score: -5940830.000000 Penalty: 5128.302734
	Iteration 24Q: 3 clusters Score -5940830 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -5940837.500000 Penalty: 5128.302734
	Iteration 25Q: 3 clusters Score -5940838 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -5940843.500000 Penalty: 5128.302734
	Iteration 26Q: 3 clusters Score -5940844 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -5940843.500000 Penalty: 5128.302734
	Iteration 27F: 3 clusters Score -5940844 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (28188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28188 members 
Entering Unmasked Estep 
Score: -5437549.500000 Penalty: 2541.169678
	Iteration 0F: 2 clusters Score -5437550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 14157 members 
Entering Unmasked Estep 
Score: -5418988.000000 Penalty: 5082.339355
	Iteration 0F: 3 clusters Score -5418988 nChanged 12583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5425579.000000 Penalty: 5082.339355
	Iteration 1F: 3 clusters Score -5425579 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
Score: -5425931.000000 Penalty: 5082.339355
	Iteration 2Q: 3 clusters Score -5425931 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13149 members 
Mstep: Class 2 contains 15039 members 
Entering Unmasked Estep 
Score: -5426208.000000 Penalty: 5082.339355
	Iteration 3Q: 3 clusters Score -5426208 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12722 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5426527.500000 Penalty: 5082.339355
	Iteration 4Q: 3 clusters Score -5426528 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 15994 members 
Entering Unmasked Estep 
Score: -5426826.000000 Penalty: 5082.339355
	Iteration 5Q: 3 clusters Score -5426826 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -5427166.500000 Penalty: 5082.339355
	Iteration 6Q: 3 clusters Score -5427166 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -5427629.000000 Penalty: 5082.339355
	Iteration 7Q: 3 clusters Score -5427629 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -5428235.500000 Penalty: 5082.339355
	Iteration 8Q: 3 clusters Score -5428236 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8067 members 
Mstep: Class 2 contains 20121 members 
Entering Unmasked Estep 
Score: -5429130.000000 Penalty: 5082.339355
	Iteration 9F: 3 clusters Score -5429130 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6437 members 
Mstep: Class 2 contains 21751 members 
Entering Unmasked Estep 
Score: -5430291.500000 Penalty: 5082.339355
	Iteration 10F: 3 clusters Score -5430292 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -5431673.500000 Penalty: 5082.339355
	Iteration 11F: 3 clusters Score -5431674 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -5432983.500000 Penalty: 5082.339355
	Iteration 12F: 3 clusters Score -5432984 nChanged 1265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 26419 members 
Entering Unmasked Estep 
Score: -5433972.000000 Penalty: 5082.339355
	Iteration 13Q: 3 clusters Score -5433972 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 27203 members 
Entering Unmasked Estep 
Score: -5434571.500000 Penalty: 5082.339355
	Iteration 14Q: 3 clusters Score -5434572 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 27607 members 
Entering Unmasked Estep 
Score: -5434910.500000 Penalty: 5082.339355
	Iteration 15Q: 3 clusters Score -5434910 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 27783 members 
Entering Unmasked Estep 
Score: -5435092.000000 Penalty: 5082.339355
	Iteration 16Q: 3 clusters Score -5435092 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 27870 members 
Entering Unmasked Estep 
Score: -5435193.500000 Penalty: 5082.339355
	Iteration 17Q: 3 clusters Score -5435194 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 27911 members 
Entering Unmasked Estep 
Score: -5435248.500000 Penalty: 5082.339355
	Iteration 18Q: 3 clusters Score -5435248 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 27929 members 
Entering Unmasked Estep 
Score: -5435276.500000 Penalty: 5082.339355
	Iteration 19Q: 3 clusters Score -5435276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -5435296.500000 Penalty: 5082.339355
	Iteration 20F: 3 clusters Score -5435296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 27952 members 
Entering Unmasked Estep 
Score: -5435323.500000 Penalty: 5082.339355
	Iteration 21Q: 3 clusters Score -5435324 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 27962 members 
Entering Unmasked Estep 
Score: -5435343.000000 Penalty: 5082.339355
	Iteration 22Q: 3 clusters Score -5435343 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 27968 members 
Entering Unmasked Estep 
Score: -5435349.500000 Penalty: 5082.339355
	Iteration 23Q: 3 clusters Score -5435350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -5435350.500000 Penalty: 5082.339355
	Iteration 24Q: 3 clusters Score -5435350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5435351.000000 Penalty: 5082.339355
	Iteration 25Q: 3 clusters Score -5435351 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5435351.000000 Penalty: 5082.339355
	Iteration 26F: 3 clusters Score -5435351 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -28940.970703 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -28940.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28037.382812 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -28037.38 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -28372.142578 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -28372.14 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -28500.126953 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -28500.13 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -28642.972656 Penalty: 2773.129639
	Iteration 3F: 3 clusters Score -28642.97 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28753.744141 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -28753.74 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -28958.796875 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -28958.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -29120.810547 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -29120.81 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -29329.259766 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -29329.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -29353.939453 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -29353.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -29368.156250 Penalty: 2773.129639
	Iteration 9Q: 3 clusters Score -29368.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -29382.281250 Penalty: 2773.129639
	Iteration 10Q: 3 clusters Score -29382.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -29427.990234 Penalty: 2773.129639
	Iteration 11Q: 3 clusters Score -29427.99 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -29446.912109 Penalty: 2773.129639
	Iteration 12Q: 3 clusters Score -29446.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29451.527344 Penalty: 2773.129639
	Iteration 13Q: 3 clusters Score -29451.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29456.496094 Penalty: 2773.129639
	Iteration 14Q: 3 clusters Score -29456.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -29456.496094 Penalty: 2773.129639
	Iteration 15F: 3 clusters Score -29456.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29333 members 
Mstep: Class 3 contains 47775 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 30925 members 
Mstep: Class 6 contains 28188 members 
Mstep: Class 7 contains 113 members 
Mstep: Class 8 contains 47328 members 
Mstep: Class 9 contains 8286 members 
Mstep: Class 10 contains 21094 members 
Mstep: Class 11 contains 51923 members 
Mstep: Class 12 contains 70266 members 
Mstep: Class 13 contains 53126 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29267 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 46265 members 
Mstep: Class 18 contains 46335 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24868 members 
Mstep: Class 22 contains 40580 members 
Mstep: Class 23 contains 18151 members 
Mstep: Class 24 contains 29895 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48499 members 
Mstep: Class 28 contains 22008 members 
Mstep: Class 29 contains 26520 members 
Mstep: Class 30 contains 59815 members 
Mstep: Class 31 contains 53839 members 
Mstep: Class 32 contains 66430 members 
Mstep: Class 33 contains 18441 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39533 members 
Mstep: Class 36 contains 46492 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30513 members 
Mstep: Class 40 contains 29971 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21715 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 155 members 
Entering Unmasked Estep 
Score: -207960576.000000 Penalty: 169222.343750
Splitting cluster 7 changes total score from -207962064.000000 to -207960576.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (47328 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Entering Unmasked Estep 
Score: -9115984.000000 Penalty: 2669.684570
	Iteration 0F: 2 clusters Score -9115984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23730 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -9090388.000000 Penalty: 5339.369141
	Iteration 0F: 3 clusters Score -9090388 nChanged 21786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24500 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -9102059.000000 Penalty: 5339.369141
	Iteration 1F: 3 clusters Score -9102059 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 22242 members 
Entering Unmasked Estep 
Score: -9102632.000000 Penalty: 5339.369141
	Iteration 2Q: 3 clusters Score -9102632 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25895 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -9103110.000000 Penalty: 5339.369141
	Iteration 3Q: 3 clusters Score -9103110 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27024 members 
Mstep: Class 2 contains 20304 members 
Entering Unmasked Estep 
Score: -9103679.000000 Penalty: 5339.369141
	Iteration 4Q: 3 clusters Score -9103679 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28502 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -9104431.000000 Penalty: 5339.369141
	Iteration 5Q: 3 clusters Score -9104431 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30474 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -9105330.000000 Penalty: 5339.369141
	Iteration 6F: 3 clusters Score -9105330 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -9106645.000000 Penalty: 5339.369141
	Iteration 7F: 3 clusters Score -9106645 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35631 members 
Mstep: Class 2 contains 11697 members 
Entering Unmasked Estep 
Score: -9108123.000000 Penalty: 5339.369141
	Iteration 8F: 3 clusters Score -9108123 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38455 members 
Mstep: Class 2 contains 8873 members 
Entering Unmasked Estep 
Score: -9109861.000000 Penalty: 5339.369141
	Iteration 9F: 3 clusters Score -9109861 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -9111787.000000 Penalty: 5339.369141
	Iteration 10F: 3 clusters Score -9111787 nChanged 2241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43274 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -9112860.000000 Penalty: 5339.369141
	Iteration 11Q: 3 clusters Score -9112860 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -9113375.000000 Penalty: 5339.369141
	Iteration 12Q: 3 clusters Score -9113375 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45827 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -9113582.000000 Penalty: 5339.369141
	Iteration 13Q: 3 clusters Score -9113582 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46402 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -9113651.000000 Penalty: 5339.369141
	Iteration 14Q: 3 clusters Score -9113651 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46692 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9113722.000000 Penalty: 5339.369141
	Iteration 15Q: 3 clusters Score -9113722 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46821 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -9113775.000000 Penalty: 5339.369141
	Iteration 16Q: 3 clusters Score -9113775 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46889 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9113829.000000 Penalty: 5339.369141
	Iteration 17Q: 3 clusters Score -9113829 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46937 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -9113857.000000 Penalty: 5339.369141
	Iteration 18Q: 3 clusters Score -9113857 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46958 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -9113869.000000 Penalty: 5339.369141
	Iteration 19Q: 3 clusters Score -9113869 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46971 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -9113884.000000 Penalty: 5339.369141
	Iteration 20F: 3 clusters Score -9113884 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -9113894.000000 Penalty: 5339.369141
	Iteration 21Q: 3 clusters Score -9113894 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46989 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -9113902.000000 Penalty: 5339.369141
	Iteration 22Q: 3 clusters Score -9113902 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46997 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -9113912.000000 Penalty: 5339.369141
	Iteration 23Q: 3 clusters Score -9113912 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47005 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9113932.000000 Penalty: 5339.369141
	Iteration 24Q: 3 clusters Score -9113932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47010 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9113938.000000 Penalty: 5339.369141
	Iteration 25Q: 3 clusters Score -9113938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47011 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -9113934.000000 Penalty: 5339.369141
	Iteration 26Q: 3 clusters Score -9113934 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47015 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -9113933.000000 Penalty: 5339.369141
	Iteration 27Q: 3 clusters Score -9113933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47017 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -9113941.000000 Penalty: 5339.369141
	Iteration 28Q: 3 clusters Score -9113941 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9113952.000000 Penalty: 5339.369141
	Iteration 29Q: 3 clusters Score -9113952 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47019 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9113952.000000 Penalty: 5339.369141
	Iteration 30F: 3 clusters Score -9113952 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Entering Unmasked Estep 
Score: -1446935.375000 Penalty: 2237.536133
	Iteration 0F: 2 clusters Score -1446935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4088 members 
Entering Unmasked Estep 
Score: -1440437.250000 Penalty: 4475.072266
	Iteration 0F: 3 clusters Score -1440437 nChanged 3348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 3876 members 
Entering Unmasked Estep 
Score: -1442435.250000 Penalty: 4475.072266
	Iteration 1F: 3 clusters Score -1442435 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4451 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -1443266.000000 Penalty: 4475.072266
	Iteration 2F: 3 clusters Score -1443266 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 3937 members 
Entering Unmasked Estep 
Score: -1444000.875000 Penalty: 4475.072266
	Iteration 3F: 3 clusters Score -1444001 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1444698.125000 Penalty: 4475.072266
	Iteration 4F: 3 clusters Score -1444698 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -1445306.500000 Penalty: 4475.072266
	Iteration 5F: 3 clusters Score -1445306 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -1445786.625000 Penalty: 4475.072266
	Iteration 6F: 3 clusters Score -1445787 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 5105 members 
Entering Unmasked Estep 
Score: -1446098.875000 Penalty: 4475.072266
	Iteration 7Q: 3 clusters Score -1446099 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -1446302.125000 Penalty: 4475.072266
	Iteration 8Q: 3 clusters Score -1446302 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2784 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -1446416.375000 Penalty: 4475.072266
	Iteration 9Q: 3 clusters Score -1446416 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 5638 members 
Entering Unmasked Estep 
Score: -1446491.625000 Penalty: 4475.072266
	Iteration 10Q: 3 clusters Score -1446492 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1446551.375000 Penalty: 4475.072266
	Iteration 11Q: 3 clusters Score -1446551 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 5854 members 
Entering Unmasked Estep 
Score: -1446607.750000 Penalty: 4475.072266
	Iteration 12Q: 3 clusters Score -1446608 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 5943 members 
Entering Unmasked Estep 
Score: -1446658.375000 Penalty: 4475.072266
	Iteration 13Q: 3 clusters Score -1446658 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 6030 members 
Entering Unmasked Estep 
Score: -1446710.500000 Penalty: 4475.072266
	Iteration 14Q: 3 clusters Score -1446710 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2193 members 
Mstep: Class 2 contains 6093 members 
Entering Unmasked Estep 
Score: -1446748.375000 Penalty: 4475.072266
	Iteration 15Q: 3 clusters Score -1446748 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2126 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1446788.875000 Penalty: 4475.072266
	Iteration 16Q: 3 clusters Score -1446789 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2069 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1446817.125000 Penalty: 4475.072266
	Iteration 17Q: 3 clusters Score -1446817 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 6262 members 
Entering Unmasked Estep 
Score: -1446836.375000 Penalty: 4475.072266
	Iteration 18Q: 3 clusters Score -1446836 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -1446850.625000 Penalty: 4475.072266
	Iteration 19Q: 3 clusters Score -1446851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 6319 members 
Entering Unmasked Estep 
Score: -1446858.250000 Penalty: 4475.072266
	Iteration 20F: 3 clusters Score -1446858 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 6340 members 
Entering Unmasked Estep 
Score: -1446862.250000 Penalty: 4475.072266
	Iteration 21Q: 3 clusters Score -1446862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 6359 members 
Entering Unmasked Estep 
Score: -1446869.125000 Penalty: 4475.072266
	Iteration 22Q: 3 clusters Score -1446869 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1446875.750000 Penalty: 4475.072266
	Iteration 23Q: 3 clusters Score -1446876 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 6398 members 
Entering Unmasked Estep 
Score: -1446885.375000 Penalty: 4475.072266
	Iteration 24Q: 3 clusters Score -1446885 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 6415 members 
Entering Unmasked Estep 
Score: -1446893.875000 Penalty: 4475.072266
	Iteration 25Q: 3 clusters Score -1446894 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -1446901.250000 Penalty: 4475.072266
	Iteration 26Q: 3 clusters Score -1446901 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 6453 members 
Entering Unmasked Estep 
Score: -1446906.875000 Penalty: 4475.072266
	Iteration 27Q: 3 clusters Score -1446907 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -1446906.875000 Penalty: 4475.072266
	Iteration 28Q: 3 clusters Score -1446907 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 6470 members 
Entering Unmasked Estep 
Score: -1446910.375000 Penalty: 4475.072266
	Iteration 29Q: 3 clusters Score -1446910 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 6472 members 
Entering Unmasked Estep 
Score: -1446913.000000 Penalty: 4475.072266
	Iteration 30Q: 3 clusters Score -1446913 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -1446915.375000 Penalty: 4475.072266
	Iteration 31Q: 3 clusters Score -1446915 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 6478 members 
Entering Unmasked Estep 
Score: -1446916.250000 Penalty: 4475.072266
	Iteration 32Q: 3 clusters Score -1446916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1446915.000000 Penalty: 4475.072266
	Iteration 33Q: 3 clusters Score -1446915 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 6480 members 
Entering Unmasked Estep 
Score: -1446915.000000 Penalty: 4475.072266
	Iteration 34F: 3 clusters Score -1446915 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (21094 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21094 members 
Entering Unmasked Estep 
Score: -4137042.500000 Penalty: 2469.272461
	Iteration 0F: 2 clusters Score -4137042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10541 members 
Mstep: Class 2 contains 10553 members 
Entering Unmasked Estep 
Score: -4122372.250000 Penalty: 4938.544922
	Iteration 0F: 3 clusters Score -4122372 nChanged 9326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10565 members 
Mstep: Class 2 contains 10529 members 
Entering Unmasked Estep 
Score: -4127277.250000 Penalty: 4938.544922
	Iteration 1F: 3 clusters Score -4127277 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 10488 members 
Entering Unmasked Estep 
Score: -4127683.000000 Penalty: 4938.544922
	Iteration 2F: 3 clusters Score -4127683 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10647 members 
Mstep: Class 2 contains 10447 members 
Entering Unmasked Estep 
Score: -4128049.000000 Penalty: 4938.544922
	Iteration 3Q: 3 clusters Score -4128049 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 10429 members 
Entering Unmasked Estep 
Score: -4128400.000000 Penalty: 4938.544922
	Iteration 4Q: 3 clusters Score -4128400 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10684 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -4128766.250000 Penalty: 4938.544922
	Iteration 5Q: 3 clusters Score -4128766 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 10389 members 
Entering Unmasked Estep 
Score: -4129102.250000 Penalty: 4938.544922
	Iteration 6Q: 3 clusters Score -4129102 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10737 members 
Mstep: Class 2 contains 10357 members 
Entering Unmasked Estep 
Score: -4129489.500000 Penalty: 4938.544922
	Iteration 7Q: 3 clusters Score -4129490 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10732 members 
Mstep: Class 2 contains 10362 members 
Entering Unmasked Estep 
Score: -4130005.500000 Penalty: 4938.544922
	Iteration 8Q: 3 clusters Score -4130006 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10664 members 
Mstep: Class 2 contains 10430 members 
Entering Unmasked Estep 
Score: -4130591.250000 Penalty: 4938.544922
	Iteration 9Q: 3 clusters Score -4130591 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10496 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -4131256.250000 Penalty: 4938.544922
	Iteration 10Q: 3 clusters Score -4131256 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10281 members 
Mstep: Class 2 contains 10813 members 
Entering Unmasked Estep 
Score: -4131943.750000 Penalty: 4938.544922
	Iteration 11Q: 3 clusters Score -4131944 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10020 members 
Mstep: Class 2 contains 11074 members 
Entering Unmasked Estep 
Score: -4132522.750000 Penalty: 4938.544922
	Iteration 12Q: 3 clusters Score -4132523 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 11339 members 
Entering Unmasked Estep 
Score: -4132948.250000 Penalty: 4938.544922
	Iteration 13Q: 3 clusters Score -4132948 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9485 members 
Mstep: Class 2 contains 11609 members 
Entering Unmasked Estep 
Score: -4133228.000000 Penalty: 4938.544922
	Iteration 14Q: 3 clusters Score -4133228 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9233 members 
Mstep: Class 2 contains 11861 members 
Entering Unmasked Estep 
Score: -4133388.500000 Penalty: 4938.544922
	Iteration 15Q: 3 clusters Score -4133388 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 12063 members 
Entering Unmasked Estep 
Score: -4133514.500000 Penalty: 4938.544922
	Iteration 16Q: 3 clusters Score -4133514 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -4133628.250000 Penalty: 4938.544922
	Iteration 17Q: 3 clusters Score -4133628 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8609 members 
Mstep: Class 2 contains 12485 members 
Entering Unmasked Estep 
Score: -4133762.750000 Penalty: 4938.544922
	Iteration 18Q: 3 clusters Score -4133763 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -4133850.250000 Penalty: 4938.544922
	Iteration 19Q: 3 clusters Score -4133850 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 12886 members 
Entering Unmasked Estep 
Score: -4133907.500000 Penalty: 4938.544922
	Iteration 20F: 3 clusters Score -4133908 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8049 members 
Mstep: Class 2 contains 13045 members 
Entering Unmasked Estep 
Score: -4133980.000000 Penalty: 4938.544922
	Iteration 21Q: 3 clusters Score -4133980 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 13173 members 
Entering Unmasked Estep 
Score: -4134039.750000 Penalty: 4938.544922
	Iteration 22Q: 3 clusters Score -4134040 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 13292 members 
Entering Unmasked Estep 
Score: -4134082.250000 Penalty: 4938.544922
	Iteration 23Q: 3 clusters Score -4134082 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -4134110.500000 Penalty: 4938.544922
	Iteration 24Q: 3 clusters Score -4134110 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7596 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -4134136.750000 Penalty: 4938.544922
	Iteration 25Q: 3 clusters Score -4134137 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 13580 members 
Entering Unmasked Estep 
Score: -4134143.000000 Penalty: 4938.544922
	Iteration 26Q: 3 clusters Score -4134143 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7448 members 
Mstep: Class 2 contains 13646 members 
Entering Unmasked Estep 
Score: -4134169.000000 Penalty: 4938.544922
	Iteration 27Q: 3 clusters Score -4134169 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 13722 members 
Entering Unmasked Estep 
Score: -4134193.000000 Penalty: 4938.544922
	Iteration 28Q: 3 clusters Score -4134193 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -4134212.250000 Penalty: 4938.544922
	Iteration 29Q: 3 clusters Score -4134212 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -4134224.750000 Penalty: 4938.544922
	Iteration 30Q: 3 clusters Score -4134225 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7133 members 
Mstep: Class 2 contains 13961 members 
Entering Unmasked Estep 
Score: -4134240.250000 Penalty: 4938.544922
	Iteration 31Q: 3 clusters Score -4134240 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 14029 members 
Entering Unmasked Estep 
Score: -4134245.500000 Penalty: 4938.544922
	Iteration 32Q: 3 clusters Score -4134246 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 14077 members 
Entering Unmasked Estep 
Score: -4134268.500000 Penalty: 4938.544922
	Iteration 33Q: 3 clusters Score -4134268 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6961 members 
Mstep: Class 2 contains 14133 members 
Entering Unmasked Estep 
Score: -4134269.000000 Penalty: 4938.544922
	Iteration 34Q: 3 clusters Score -4134269 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6897 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -4134284.500000 Penalty: 4938.544922
	Iteration 35Q: 3 clusters Score -4134284 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -4134296.750000 Penalty: 4938.544922
	Iteration 36Q: 3 clusters Score -4134297 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -4134292.000000 Penalty: 4938.544922
	Iteration 37Q: 3 clusters Score -4134292 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6742 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -4134297.500000 Penalty: 4938.544922
	Iteration 38Q: 3 clusters Score -4134298 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 14399 members 
Entering Unmasked Estep 
Score: -4134309.750000 Penalty: 4938.544922
	Iteration 39Q: 3 clusters Score -4134310 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 14439 members 
Entering Unmasked Estep 
Score: -4134317.000000 Penalty: 4938.544922
	Iteration 40F: 3 clusters Score -4134317 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 14463 members 
Entering Unmasked Estep 
Score: -4134321.750000 Penalty: 4938.544922
	Iteration 41Q: 3 clusters Score -4134322 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6597 members 
Mstep: Class 2 contains 14497 members 
Entering Unmasked Estep 
Score: -4134323.250000 Penalty: 4938.544922
	Iteration 42Q: 3 clusters Score -4134323 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6557 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -4134334.250000 Penalty: 4938.544922
	Iteration 43Q: 3 clusters Score -4134334 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -4134346.000000 Penalty: 4938.544922
	Iteration 44Q: 3 clusters Score -4134346 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -4134353.000000 Penalty: 4938.544922
	Iteration 45Q: 3 clusters Score -4134353 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6443 members 
Mstep: Class 2 contains 14651 members 
Entering Unmasked Estep 
Score: -4134355.500000 Penalty: 4938.544922
	Iteration 46Q: 3 clusters Score -4134356 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -4134360.000000 Penalty: 4938.544922
	Iteration 47Q: 3 clusters Score -4134360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6381 members 
Mstep: Class 2 contains 14713 members 
Entering Unmasked Estep 
Score: -4134362.500000 Penalty: 4938.544922
	Iteration 48Q: 3 clusters Score -4134362 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 14732 members 
Entering Unmasked Estep 
Score: -4134366.500000 Penalty: 4938.544922
	Iteration 49Q: 3 clusters Score -4134366 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 14746 members 
Entering Unmasked Estep 
Score: -4134365.250000 Penalty: 4938.544922
	Iteration 50Q: 3 clusters Score -4134365 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6336 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -4134372.750000 Penalty: 4938.544922
	Iteration 51Q: 3 clusters Score -4134373 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6320 members 
Mstep: Class 2 contains 14774 members 
Entering Unmasked Estep 
Score: -4134372.000000 Penalty: 4938.544922
	Iteration 52Q: 3 clusters Score -4134372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6301 members 
Mstep: Class 2 contains 14793 members 
Entering Unmasked Estep 
Score: -4134376.750000 Penalty: 4938.544922
	Iteration 53Q: 3 clusters Score -4134377 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6283 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -4134380.250000 Penalty: 4938.544922
	Iteration 54Q: 3 clusters Score -4134380 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6273 members 
Mstep: Class 2 contains 14821 members 
Entering Unmasked Estep 
Score: -4134378.000000 Penalty: 4938.544922
	Iteration 55Q: 3 clusters Score -4134378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6261 members 
Mstep: Class 2 contains 14833 members 
Entering Unmasked Estep 
Score: -4134382.000000 Penalty: 4938.544922
	Iteration 56Q: 3 clusters Score -4134382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6249 members 
Mstep: Class 2 contains 14845 members 
Entering Unmasked Estep 
Score: -4134382.250000 Penalty: 4938.544922
	Iteration 57Q: 3 clusters Score -4134382 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 14859 members 
Entering Unmasked Estep 
Score: -4134387.750000 Penalty: 4938.544922
	Iteration 58Q: 3 clusters Score -4134388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6230 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -4134392.250000 Penalty: 4938.544922
	Iteration 59Q: 3 clusters Score -4134392 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6221 members 
Mstep: Class 2 contains 14873 members 
Entering Unmasked Estep 
Score: -4134383.500000 Penalty: 4938.544922
	Iteration 60F: 3 clusters Score -4134384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6213 members 
Mstep: Class 2 contains 14881 members 
Entering Unmasked Estep 
Score: -4134387.500000 Penalty: 4938.544922
	Iteration 61Q: 3 clusters Score -4134388 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6203 members 
Mstep: Class 2 contains 14891 members 
Entering Unmasked Estep 
Score: -4134387.000000 Penalty: 4938.544922
	Iteration 62Q: 3 clusters Score -4134387 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6196 members 
Mstep: Class 2 contains 14898 members 
Entering Unmasked Estep 
Score: -4134383.500000 Penalty: 4938.544922
	Iteration 63Q: 3 clusters Score -4134384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -4134387.500000 Penalty: 4938.544922
	Iteration 64Q: 3 clusters Score -4134388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -4134391.000000 Penalty: 4938.544922
	Iteration 65Q: 3 clusters Score -4134391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 14908 members 
Entering Unmasked Estep 
Score: -4134384.500000 Penalty: 4938.544922
	Iteration 66Q: 3 clusters Score -4134384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 14912 members 
Entering Unmasked Estep 
Score: -4134388.000000 Penalty: 4938.544922
	Iteration 67Q: 3 clusters Score -4134388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6176 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -4134388.250000 Penalty: 4938.544922
	Iteration 68Q: 3 clusters Score -4134388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 14922 members 
Entering Unmasked Estep 
Score: -4134385.000000 Penalty: 4938.544922
	Iteration 69Q: 3 clusters Score -4134385 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6168 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -4134388.000000 Penalty: 4938.544922
	Iteration 70Q: 3 clusters Score -4134388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6163 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -4134392.750000 Penalty: 4938.544922
	Iteration 71Q: 3 clusters Score -4134393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 14936 members 
Entering Unmasked Estep 
Score: -4134396.500000 Penalty: 4938.544922
	Iteration 72Q: 3 clusters Score -4134396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -4134391.750000 Penalty: 4938.544922
	Iteration 73Q: 3 clusters Score -4134392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6152 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4134394.750000 Penalty: 4938.544922
	Iteration 74Q: 3 clusters Score -4134395 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6149 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -4134391.500000 Penalty: 4938.544922
	Iteration 75Q: 3 clusters Score -4134392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6147 members 
Mstep: Class 2 contains 14947 members 
Entering Unmasked Estep 
Score: -4134388.500000 Penalty: 4938.544922
	Iteration 76Q: 3 clusters Score -4134388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4134391.000000 Penalty: 4938.544922
	Iteration 77Q: 3 clusters Score -4134391 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6145 members 
Mstep: Class 2 contains 14949 members 
Entering Unmasked Estep 
Score: -4134391.000000 Penalty: 4938.544922
	Iteration 78F: 3 clusters Score -4134391 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51923 members 
Entering Unmasked Estep 
Score: -9761134.000000 Penalty: 2692.664307
	Iteration 0F: 2 clusters Score -9761134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -9727408.000000 Penalty: 5385.328613
	Iteration 0F: 3 clusters Score -9727408 nChanged 23966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 26416 members 
Entering Unmasked Estep 
Score: -9740858.000000 Penalty: 5385.328613
	Iteration 1F: 3 clusters Score -9740858 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -9741594.000000 Penalty: 5385.328613
	Iteration 2Q: 3 clusters Score -9741594 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 26796 members 
Entering Unmasked Estep 
Score: -9742417.000000 Penalty: 5385.328613
	Iteration 3Q: 3 clusters Score -9742417 nChanged 2292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24723 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -9743330.000000 Penalty: 5385.328613
	Iteration 4Q: 3 clusters Score -9743330 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24199 members 
Mstep: Class 2 contains 27724 members 
Entering Unmasked Estep 
Score: -9744565.000000 Penalty: 5385.328613
	Iteration 5Q: 3 clusters Score -9744565 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23585 members 
Mstep: Class 2 contains 28338 members 
Entering Unmasked Estep 
Score: -9746064.000000 Penalty: 5385.328613
	Iteration 6F: 3 clusters Score -9746064 nChanged 2835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22944 members 
Mstep: Class 2 contains 28979 members 
Entering Unmasked Estep 
Score: -9747915.000000 Penalty: 5385.328613
	Iteration 7F: 3 clusters Score -9747915 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 29609 members 
Entering Unmasked Estep 
Score: -9750013.000000 Penalty: 5385.328613
	Iteration 8F: 3 clusters Score -9750013 nChanged 2917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21911 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -9751776.000000 Penalty: 5385.328613
	Iteration 9F: 3 clusters Score -9751776 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21643 members 
Mstep: Class 2 contains 30280 members 
Entering Unmasked Estep 
Score: -9753142.000000 Penalty: 5385.328613
	Iteration 10Q: 3 clusters Score -9753142 nChanged 1917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21508 members 
Mstep: Class 2 contains 30415 members 
Entering Unmasked Estep 
Score: -9753885.000000 Penalty: 5385.328613
	Iteration 11Q: 3 clusters Score -9753885 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -9754312.000000 Penalty: 5385.328613
	Iteration 12Q: 3 clusters Score -9754312 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 30656 members 
Entering Unmasked Estep 
Score: -9754486.000000 Penalty: 5385.328613
	Iteration 13Q: 3 clusters Score -9754486 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 30697 members 
Entering Unmasked Estep 
Score: -9754696.000000 Penalty: 5385.328613
	Iteration 14Q: 3 clusters Score -9754696 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 30726 members 
Entering Unmasked Estep 
Score: -9754844.000000 Penalty: 5385.328613
	Iteration 15Q: 3 clusters Score -9754844 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21199 members 
Mstep: Class 2 contains 30724 members 
Entering Unmasked Estep 
Score: -9755001.000000 Penalty: 5385.328613
	Iteration 16Q: 3 clusters Score -9755001 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 30695 members 
Entering Unmasked Estep 
Score: -9755134.000000 Penalty: 5385.328613
	Iteration 17Q: 3 clusters Score -9755134 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21205 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -9755261.000000 Penalty: 5385.328613
	Iteration 18Q: 3 clusters Score -9755261 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 30728 members 
Entering Unmasked Estep 
Score: -9755354.000000 Penalty: 5385.328613
	Iteration 19Q: 3 clusters Score -9755354 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 30763 members 
Entering Unmasked Estep 
Score: -9755491.000000 Penalty: 5385.328613
	Iteration 20F: 3 clusters Score -9755491 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -9755610.000000 Penalty: 5385.328613
	Iteration 21Q: 3 clusters Score -9755610 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21104 members 
Mstep: Class 2 contains 30819 members 
Entering Unmasked Estep 
Score: -9755681.000000 Penalty: 5385.328613
	Iteration 22Q: 3 clusters Score -9755681 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 30915 members 
Entering Unmasked Estep 
Score: -9755759.000000 Penalty: 5385.328613
	Iteration 23Q: 3 clusters Score -9755759 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 31006 members 
Entering Unmasked Estep 
Score: -9755846.000000 Penalty: 5385.328613
	Iteration 24Q: 3 clusters Score -9755846 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 31100 members 
Entering Unmasked Estep 
Score: -9755869.000000 Penalty: 5385.328613
	Iteration 25Q: 3 clusters Score -9755869 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20736 members 
Mstep: Class 2 contains 31187 members 
Entering Unmasked Estep 
Score: -9755915.000000 Penalty: 5385.328613
	Iteration 26Q: 3 clusters Score -9755915 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20660 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -9755973.000000 Penalty: 5385.328613
	Iteration 27Q: 3 clusters Score -9755973 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 31334 members 
Entering Unmasked Estep 
Score: -9755991.000000 Penalty: 5385.328613
	Iteration 28Q: 3 clusters Score -9755991 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20490 members 
Mstep: Class 2 contains 31433 members 
Entering Unmasked Estep 
Score: -9756049.000000 Penalty: 5385.328613
	Iteration 29Q: 3 clusters Score -9756049 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20373 members 
Mstep: Class 2 contains 31550 members 
Entering Unmasked Estep 
Score: -9756038.000000 Penalty: 5385.328613
	Iteration 30Q: 3 clusters Score -9756038 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -9756030.000000 Penalty: 5385.328613
	Iteration 31Q: 3 clusters Score -9756030 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 31761 members 
Entering Unmasked Estep 
Score: -9756053.000000 Penalty: 5385.328613
	Iteration 32Q: 3 clusters Score -9756053 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20073 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -9756072.000000 Penalty: 5385.328613
	Iteration 33Q: 3 clusters Score -9756072 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 31920 members 
Entering Unmasked Estep 
Score: -9756102.000000 Penalty: 5385.328613
	Iteration 34Q: 3 clusters Score -9756102 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19947 members 
Mstep: Class 2 contains 31976 members 
Entering Unmasked Estep 
Score: -9756098.000000 Penalty: 5385.328613
	Iteration 35Q: 3 clusters Score -9756098 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19896 members 
Mstep: Class 2 contains 32027 members 
Entering Unmasked Estep 
Score: -9756111.000000 Penalty: 5385.328613
	Iteration 36Q: 3 clusters Score -9756111 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19823 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -9756105.000000 Penalty: 5385.328613
	Iteration 37Q: 3 clusters Score -9756105 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 32196 members 
Entering Unmasked Estep 
Score: -9756133.000000 Penalty: 5385.328613
	Iteration 38Q: 3 clusters Score -9756133 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19654 members 
Mstep: Class 2 contains 32269 members 
Entering Unmasked Estep 
Score: -9756107.000000 Penalty: 5385.328613
	Iteration 39Q: 3 clusters Score -9756107 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19599 members 
Mstep: Class 2 contains 32324 members 
Entering Unmasked Estep 
Score: -9756093.000000 Penalty: 5385.328613
	Iteration 40F: 3 clusters Score -9756093 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 32384 members 
Entering Unmasked Estep 
Score: -9756096.000000 Penalty: 5385.328613
	Iteration 41Q: 3 clusters Score -9756096 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 32429 members 
Entering Unmasked Estep 
Score: -9756095.000000 Penalty: 5385.328613
	Iteration 42Q: 3 clusters Score -9756095 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19457 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -9756101.000000 Penalty: 5385.328613
	Iteration 43Q: 3 clusters Score -9756101 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19416 members 
Mstep: Class 2 contains 32507 members 
Entering Unmasked Estep 
Score: -9756112.000000 Penalty: 5385.328613
	Iteration 44Q: 3 clusters Score -9756112 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 32539 members 
Entering Unmasked Estep 
Score: -9756100.000000 Penalty: 5385.328613
	Iteration 45Q: 3 clusters Score -9756100 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19354 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -9756122.000000 Penalty: 5385.328613
	Iteration 46Q: 3 clusters Score -9756122 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 32609 members 
Entering Unmasked Estep 
Score: -9756128.000000 Penalty: 5385.328613
	Iteration 47Q: 3 clusters Score -9756128 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -9756124.000000 Penalty: 5385.328613
	Iteration 48Q: 3 clusters Score -9756124 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 32685 members 
Entering Unmasked Estep 
Score: -9756129.000000 Penalty: 5385.328613
	Iteration 49Q: 3 clusters Score -9756129 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 32722 members 
Entering Unmasked Estep 
Score: -9756121.000000 Penalty: 5385.328613
	Iteration 50Q: 3 clusters Score -9756121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19165 members 
Mstep: Class 2 contains 32758 members 
Entering Unmasked Estep 
Score: -9756121.000000 Penalty: 5385.328613
	Iteration 51Q: 3 clusters Score -9756121 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 32798 members 
Entering Unmasked Estep 
Score: -9756143.000000 Penalty: 5385.328613
	Iteration 52Q: 3 clusters Score -9756143 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 32843 members 
Entering Unmasked Estep 
Score: -9756140.000000 Penalty: 5385.328613
	Iteration 53Q: 3 clusters Score -9756140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -9756134.000000 Penalty: 5385.328613
	Iteration 54Q: 3 clusters Score -9756134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -9756140.000000 Penalty: 5385.328613
	Iteration 55Q: 3 clusters Score -9756140 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18946 members 
Mstep: Class 2 contains 32977 members 
Entering Unmasked Estep 
Score: -9756142.000000 Penalty: 5385.328613
	Iteration 56Q: 3 clusters Score -9756142 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 33009 members 
Entering Unmasked Estep 
Score: -9756149.000000 Penalty: 5385.328613
	Iteration 57Q: 3 clusters Score -9756149 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18877 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -9756153.000000 Penalty: 5385.328613
	Iteration 58Q: 3 clusters Score -9756153 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -9756142.000000 Penalty: 5385.328613
	Iteration 59Q: 3 clusters Score -9756142 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -9756132.000000 Penalty: 5385.328613
	Iteration 60F: 3 clusters Score -9756132 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 33193 members 
Entering Unmasked Estep 
Score: -9756147.000000 Penalty: 5385.328613
	Iteration 61Q: 3 clusters Score -9756147 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -9756129.000000 Penalty: 5385.328613
	Iteration 62Q: 3 clusters Score -9756129 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 33296 members 
Entering Unmasked Estep 
Score: -9756132.000000 Penalty: 5385.328613
	Iteration 63Q: 3 clusters Score -9756132 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 33353 members 
Entering Unmasked Estep 
Score: -9756138.000000 Penalty: 5385.328613
	Iteration 64Q: 3 clusters Score -9756138 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 33416 members 
Entering Unmasked Estep 
Score: -9756160.000000 Penalty: 5385.328613
	Iteration 65Q: 3 clusters Score -9756160 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 33485 members 
Entering Unmasked Estep 
Score: -9756154.000000 Penalty: 5385.328613
	Iteration 66Q: 3 clusters Score -9756154 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18371 members 
Mstep: Class 2 contains 33552 members 
Entering Unmasked Estep 
Score: -9756169.000000 Penalty: 5385.328613
	Iteration 67Q: 3 clusters Score -9756169 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18323 members 
Mstep: Class 2 contains 33600 members 
Entering Unmasked Estep 
Score: -9756181.000000 Penalty: 5385.328613
	Iteration 68Q: 3 clusters Score -9756181 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 33628 members 
Entering Unmasked Estep 
Score: -9756180.000000 Penalty: 5385.328613
	Iteration 69Q: 3 clusters Score -9756180 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 33649 members 
Entering Unmasked Estep 
Score: -9756193.000000 Penalty: 5385.328613
	Iteration 70Q: 3 clusters Score -9756193 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -9756185.000000 Penalty: 5385.328613
	Iteration 71Q: 3 clusters Score -9756185 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 33686 members 
Entering Unmasked Estep 
Score: -9756192.000000 Penalty: 5385.328613
	Iteration 72Q: 3 clusters Score -9756192 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18225 members 
Mstep: Class 2 contains 33698 members 
Entering Unmasked Estep 
Score: -9756188.000000 Penalty: 5385.328613
	Iteration 73Q: 3 clusters Score -9756188 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18208 members 
Mstep: Class 2 contains 33715 members 
Entering Unmasked Estep 
Score: -9756187.000000 Penalty: 5385.328613
	Iteration 74Q: 3 clusters Score -9756187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18193 members 
Mstep: Class 2 contains 33730 members 
Entering Unmasked Estep 
Score: -9756186.000000 Penalty: 5385.328613
	Iteration 75Q: 3 clusters Score -9756186 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 33745 members 
Entering Unmasked Estep 
Score: -9756198.000000 Penalty: 5385.328613
	Iteration 76Q: 3 clusters Score -9756198 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18158 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -9756208.000000 Penalty: 5385.328613
	Iteration 77Q: 3 clusters Score -9756208 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -9756211.000000 Penalty: 5385.328613
	Iteration 78Q: 3 clusters Score -9756211 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -9756214.000000 Penalty: 5385.328613
	Iteration 79Q: 3 clusters Score -9756214 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -9756212.000000 Penalty: 5385.328613
	Iteration 80F: 3 clusters Score -9756212 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18087 members 
Mstep: Class 2 contains 33836 members 
Entering Unmasked Estep 
Score: -9756207.000000 Penalty: 5385.328613
	Iteration 81Q: 3 clusters Score -9756207 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 33852 members 
Entering Unmasked Estep 
Score: -9756216.000000 Penalty: 5385.328613
	Iteration 82Q: 3 clusters Score -9756216 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 33865 members 
Entering Unmasked Estep 
Score: -9756207.000000 Penalty: 5385.328613
	Iteration 83Q: 3 clusters Score -9756207 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18043 members 
Mstep: Class 2 contains 33880 members 
Entering Unmasked Estep 
Score: -9756203.000000 Penalty: 5385.328613
	Iteration 84Q: 3 clusters Score -9756203 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 33896 members 
Entering Unmasked Estep 
Score: -9756206.000000 Penalty: 5385.328613
	Iteration 85Q: 3 clusters Score -9756206 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18015 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -9756207.000000 Penalty: 5385.328613
	Iteration 86Q: 3 clusters Score -9756207 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -9756215.000000 Penalty: 5385.328613
	Iteration 87Q: 3 clusters Score -9756215 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 33923 members 
Entering Unmasked Estep 
Score: -9756212.000000 Penalty: 5385.328613
	Iteration 88Q: 3 clusters Score -9756212 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -9756212.000000 Penalty: 5385.328613
	Iteration 89Q: 3 clusters Score -9756212 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -9756216.000000 Penalty: 5385.328613
	Iteration 90Q: 3 clusters Score -9756216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17980 members 
Mstep: Class 2 contains 33943 members 
Entering Unmasked Estep 
Score: -9756213.000000 Penalty: 5385.328613
	Iteration 91Q: 3 clusters Score -9756213 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17974 members 
Mstep: Class 2 contains 33949 members 
Entering Unmasked Estep 
Score: -9756211.000000 Penalty: 5385.328613
	Iteration 92Q: 3 clusters Score -9756211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17967 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -9756203.000000 Penalty: 5385.328613
	Iteration 93Q: 3 clusters Score -9756203 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17964 members 
Mstep: Class 2 contains 33959 members 
Entering Unmasked Estep 
Score: -9756204.000000 Penalty: 5385.328613
	Iteration 94Q: 3 clusters Score -9756204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17962 members 
Mstep: Class 2 contains 33961 members 
Entering Unmasked Estep 
Score: -9756206.000000 Penalty: 5385.328613
	Iteration 95Q: 3 clusters Score -9756206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17957 members 
Mstep: Class 2 contains 33966 members 
Entering Unmasked Estep 
Score: -9756202.000000 Penalty: 5385.328613
	Iteration 96Q: 3 clusters Score -9756202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 33974 members 
Entering Unmasked Estep 
Score: -9756206.000000 Penalty: 5385.328613
	Iteration 97Q: 3 clusters Score -9756206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 33979 members 
Entering Unmasked Estep 
Score: -9756207.000000 Penalty: 5385.328613
	Iteration 98Q: 3 clusters Score -9756207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 33984 members 
Entering Unmasked Estep 
Score: -9756207.000000 Penalty: 5385.328613
	Iteration 99Q: 3 clusters Score -9756207 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -9756204.000000 Penalty: 5385.328613
	Iteration 100F: 3 clusters Score -9756204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17932 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -9756204.000000 Penalty: 5385.328613
	Iteration 101Q: 3 clusters Score -9756204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17931 members 
Mstep: Class 2 contains 33992 members 
Entering Unmasked Estep 
Score: -9756193.000000 Penalty: 5385.328613
	Iteration 102Q: 3 clusters Score -9756193 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -9756205.000000 Penalty: 5385.328613
	Iteration 103Q: 3 clusters Score -9756205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 33995 members 
Entering Unmasked Estep 
Score: -9756195.000000 Penalty: 5385.328613
	Iteration 104Q: 3 clusters Score -9756195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -9756202.000000 Penalty: 5385.328613
	Iteration 105Q: 3 clusters Score -9756202 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -9756202.000000 Penalty: 5385.328613
	Iteration 106F: 3 clusters Score -9756202 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (70266 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70266 members 
Entering Unmasked Estep 
Score: -12767632.000000 Penalty: 2767.690918
	Iteration 0F: 2 clusters Score -1.276763e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 35119 members 
Entering Unmasked Estep 
Score: -12724052.000000 Penalty: 5535.381836
	Iteration 0F: 3 clusters Score -1.272405e+07 nChanged 32870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 35117 members 
Entering Unmasked Estep 
Score: -12742452.000000 Penalty: 5535.381836
	Iteration 1F: 3 clusters Score -1.274245e+07 nChanged 2524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34977 members 
Mstep: Class 2 contains 35289 members 
Entering Unmasked Estep 
Score: -12743044.000000 Penalty: 5535.381836
	Iteration 2Q: 3 clusters Score -1.274304e+07 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34777 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -12743690.000000 Penalty: 5535.381836
	Iteration 3Q: 3 clusters Score -1.274369e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34467 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -12744320.000000 Penalty: 5535.381836
	Iteration 4Q: 3 clusters Score -1.274432e+07 nChanged 2483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34090 members 
Mstep: Class 2 contains 36176 members 
Entering Unmasked Estep 
Score: -12744997.000000 Penalty: 5535.381836
	Iteration 5Q: 3 clusters Score -1.2745e+07 nChanged 2534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33572 members 
Mstep: Class 2 contains 36694 members 
Entering Unmasked Estep 
Score: -12745784.000000 Penalty: 5535.381836
	Iteration 6Q: 3 clusters Score -1.274578e+07 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32790 members 
Mstep: Class 2 contains 37476 members 
Entering Unmasked Estep 
Score: -12746763.000000 Penalty: 5535.381836
	Iteration 7Q: 3 clusters Score -1.274676e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31864 members 
Mstep: Class 2 contains 38402 members 
Entering Unmasked Estep 
Score: -12748042.000000 Penalty: 5535.381836
	Iteration 8Q: 3 clusters Score -1.274804e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -12749800.000000 Penalty: 5535.381836
	Iteration 9Q: 3 clusters Score -1.27498e+07 nChanged 3574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29383 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -12751916.000000 Penalty: 5535.381836
	Iteration 10F: 3 clusters Score -1.275192e+07 nChanged 3655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 42132 members 
Entering Unmasked Estep 
Score: -12754297.000000 Penalty: 5535.381836
	Iteration 11F: 3 clusters Score -1.27543e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27155 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -12756127.000000 Penalty: 5535.381836
	Iteration 12Q: 3 clusters Score -1.275613e+07 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26327 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -12757135.000000 Penalty: 5535.381836
	Iteration 13Q: 3 clusters Score -1.275714e+07 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 44826 members 
Entering Unmasked Estep 
Score: -12757766.000000 Penalty: 5535.381836
	Iteration 14Q: 3 clusters Score -1.275777e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24591 members 
Mstep: Class 2 contains 45675 members 
Entering Unmasked Estep 
Score: -12758102.000000 Penalty: 5535.381836
	Iteration 15Q: 3 clusters Score -1.27581e+07 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23679 members 
Mstep: Class 2 contains 46587 members 
Entering Unmasked Estep 
Score: -12758336.000000 Penalty: 5535.381836
	Iteration 16Q: 3 clusters Score -1.275834e+07 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 47509 members 
Entering Unmasked Estep 
Score: -12758556.000000 Penalty: 5535.381836
	Iteration 17Q: 3 clusters Score -1.275856e+07 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21740 members 
Mstep: Class 2 contains 48526 members 
Entering Unmasked Estep 
Score: -12758832.000000 Penalty: 5535.381836
	Iteration 18Q: 3 clusters Score -1.275883e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 49572 members 
Entering Unmasked Estep 
Score: -12759109.000000 Penalty: 5535.381836
	Iteration 19Q: 3 clusters Score -1.275911e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 50572 members 
Entering Unmasked Estep 
Score: -12759445.000000 Penalty: 5535.381836
	Iteration 20F: 3 clusters Score -1.275944e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 51607 members 
Entering Unmasked Estep 
Score: -12759738.000000 Penalty: 5535.381836
	Iteration 21Q: 3 clusters Score -1.275974e+07 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17646 members 
Mstep: Class 2 contains 52620 members 
Entering Unmasked Estep 
Score: -12759979.000000 Penalty: 5535.381836
	Iteration 22Q: 3 clusters Score -1.275998e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 53645 members 
Entering Unmasked Estep 
Score: -12760288.000000 Penalty: 5535.381836
	Iteration 23Q: 3 clusters Score -1.276029e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15646 members 
Mstep: Class 2 contains 54620 members 
Entering Unmasked Estep 
Score: -12760505.000000 Penalty: 5535.381836
	Iteration 24Q: 3 clusters Score -1.27605e+07 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14741 members 
Mstep: Class 2 contains 55525 members 
Entering Unmasked Estep 
Score: -12760679.000000 Penalty: 5535.381836
	Iteration 25Q: 3 clusters Score -1.276068e+07 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 56340 members 
Entering Unmasked Estep 
Score: -12760835.000000 Penalty: 5535.381836
	Iteration 26Q: 3 clusters Score -1.276084e+07 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 57130 members 
Entering Unmasked Estep 
Score: -12761055.000000 Penalty: 5535.381836
	Iteration 27Q: 3 clusters Score -1.276106e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 57880 members 
Entering Unmasked Estep 
Score: -12761182.000000 Penalty: 5535.381836
	Iteration 28Q: 3 clusters Score -1.276118e+07 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11688 members 
Mstep: Class 2 contains 58578 members 
Entering Unmasked Estep 
Score: -12761374.000000 Penalty: 5535.381836
	Iteration 29Q: 3 clusters Score -1.276137e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -12761583.000000 Penalty: 5535.381836
	Iteration 30Q: 3 clusters Score -1.276158e+07 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 59850 members 
Entering Unmasked Estep 
Score: -12761833.000000 Penalty: 5535.381836
	Iteration 31Q: 3 clusters Score -1.276183e+07 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9845 members 
Mstep: Class 2 contains 60421 members 
Entering Unmasked Estep 
Score: -12761931.000000 Penalty: 5535.381836
	Iteration 32Q: 3 clusters Score -1.276193e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 60937 members 
Entering Unmasked Estep 
Score: -12762040.000000 Penalty: 5535.381836
	Iteration 33Q: 3 clusters Score -1.276204e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8835 members 
Mstep: Class 2 contains 61431 members 
Entering Unmasked Estep 
Score: -12762163.000000 Penalty: 5535.381836
	Iteration 34Q: 3 clusters Score -1.276216e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8342 members 
Mstep: Class 2 contains 61924 members 
Entering Unmasked Estep 
Score: -12762276.000000 Penalty: 5535.381836
	Iteration 35Q: 3 clusters Score -1.276228e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7860 members 
Mstep: Class 2 contains 62406 members 
Entering Unmasked Estep 
Score: -12762436.000000 Penalty: 5535.381836
	Iteration 36Q: 3 clusters Score -1.276244e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 62893 members 
Entering Unmasked Estep 
Score: -12762672.000000 Penalty: 5535.381836
	Iteration 37Q: 3 clusters Score -1.276267e+07 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6908 members 
Mstep: Class 2 contains 63358 members 
Entering Unmasked Estep 
Score: -12762847.000000 Penalty: 5535.381836
	Iteration 38Q: 3 clusters Score -1.276285e+07 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 63802 members 
Entering Unmasked Estep 
Score: -12763019.000000 Penalty: 5535.381836
	Iteration 39Q: 3 clusters Score -1.276302e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6059 members 
Mstep: Class 2 contains 64207 members 
Entering Unmasked Estep 
Score: -12763251.000000 Penalty: 5535.381836
	Iteration 40F: 3 clusters Score -1.276325e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 64598 members 
Entering Unmasked Estep 
Score: -12763471.000000 Penalty: 5535.381836
	Iteration 41Q: 3 clusters Score -1.276347e+07 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 64961 members 
Entering Unmasked Estep 
Score: -12763690.000000 Penalty: 5535.381836
	Iteration 42Q: 3 clusters Score -1.276369e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 65293 members 
Entering Unmasked Estep 
Score: -12763891.000000 Penalty: 5535.381836
	Iteration 43Q: 3 clusters Score -1.276389e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 65583 members 
Entering Unmasked Estep 
Score: -12764035.000000 Penalty: 5535.381836
	Iteration 44Q: 3 clusters Score -1.276404e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 65842 members 
Entering Unmasked Estep 
Score: -12764132.000000 Penalty: 5535.381836
	Iteration 45Q: 3 clusters Score -1.276413e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 66067 members 
Entering Unmasked Estep 
Score: -12764208.000000 Penalty: 5535.381836
	Iteration 46Q: 3 clusters Score -1.276421e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 66296 members 
Entering Unmasked Estep 
Score: -12764275.000000 Penalty: 5535.381836
	Iteration 47Q: 3 clusters Score -1.276428e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 66475 members 
Entering Unmasked Estep 
Score: -12764405.000000 Penalty: 5535.381836
	Iteration 48Q: 3 clusters Score -1.27644e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 66631 members 
Entering Unmasked Estep 
Score: -12764495.000000 Penalty: 5535.381836
	Iteration 49Q: 3 clusters Score -1.27645e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 66768 members 
Entering Unmasked Estep 
Score: -12764507.000000 Penalty: 5535.381836
	Iteration 50Q: 3 clusters Score -1.276451e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 66903 members 
Entering Unmasked Estep 
Score: -12764612.000000 Penalty: 5535.381836
	Iteration 51Q: 3 clusters Score -1.276461e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3230 members 
Mstep: Class 2 contains 67036 members 
Entering Unmasked Estep 
Score: -12764642.000000 Penalty: 5535.381836
	Iteration 52Q: 3 clusters Score -1.276464e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 67167 members 
Entering Unmasked Estep 
Score: -12764723.000000 Penalty: 5535.381836
	Iteration 53Q: 3 clusters Score -1.276472e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 67293 members 
Entering Unmasked Estep 
Score: -12764783.000000 Penalty: 5535.381836
	Iteration 54Q: 3 clusters Score -1.276478e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 67398 members 
Entering Unmasked Estep 
Score: -12764786.000000 Penalty: 5535.381836
	Iteration 55Q: 3 clusters Score -1.276479e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 67484 members 
Entering Unmasked Estep 
Score: -12764795.000000 Penalty: 5535.381836
	Iteration 56Q: 3 clusters Score -1.27648e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 67562 members 
Entering Unmasked Estep 
Score: -12764827.000000 Penalty: 5535.381836
	Iteration 57Q: 3 clusters Score -1.276483e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 67632 members 
Entering Unmasked Estep 
Score: -12764909.000000 Penalty: 5535.381836
	Iteration 58Q: 3 clusters Score -1.276491e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 67699 members 
Entering Unmasked Estep 
Score: -12764940.000000 Penalty: 5535.381836
	Iteration 59Q: 3 clusters Score -1.276494e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 67753 members 
Entering Unmasked Estep 
Score: -12764976.000000 Penalty: 5535.381836
	Iteration 60F: 3 clusters Score -1.276498e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 67801 members 
Entering Unmasked Estep 
Score: -12765001.000000 Penalty: 5535.381836
	Iteration 61Q: 3 clusters Score -1.2765e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 67837 members 
Entering Unmasked Estep 
Score: -12764987.000000 Penalty: 5535.381836
	Iteration 62Q: 3 clusters Score -1.276499e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 67869 members 
Entering Unmasked Estep 
Score: -12765021.000000 Penalty: 5535.381836
	Iteration 63Q: 3 clusters Score -1.276502e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 67899 members 
Entering Unmasked Estep 
Score: -12765040.000000 Penalty: 5535.381836
	Iteration 64Q: 3 clusters Score -1.276504e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2346 members 
Mstep: Class 2 contains 67920 members 
Entering Unmasked Estep 
Score: -12765047.000000 Penalty: 5535.381836
	Iteration 65Q: 3 clusters Score -1.276505e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 67942 members 
Entering Unmasked Estep 
Score: -12765048.000000 Penalty: 5535.381836
	Iteration 66Q: 3 clusters Score -1.276505e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2299 members 
Mstep: Class 2 contains 67967 members 
Entering Unmasked Estep 
Score: -12765078.000000 Penalty: 5535.381836
	Iteration 67Q: 3 clusters Score -1.276508e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 67993 members 
Entering Unmasked Estep 
Score: -12765095.000000 Penalty: 5535.381836
	Iteration 68Q: 3 clusters Score -1.27651e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 68022 members 
Entering Unmasked Estep 
Score: -12765106.000000 Penalty: 5535.381836
	Iteration 69Q: 3 clusters Score -1.276511e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 68045 members 
Entering Unmasked Estep 
Score: -12765113.000000 Penalty: 5535.381836
	Iteration 70Q: 3 clusters Score -1.276511e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 68060 members 
Entering Unmasked Estep 
Score: -12765127.000000 Penalty: 5535.381836
	Iteration 71Q: 3 clusters Score -1.276513e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 68072 members 
Entering Unmasked Estep 
Score: -12765143.000000 Penalty: 5535.381836
	Iteration 72Q: 3 clusters Score -1.276514e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2186 members 
Mstep: Class 2 contains 68080 members 
Entering Unmasked Estep 
Score: -12765127.000000 Penalty: 5535.381836
	Iteration 73Q: 3 clusters Score -1.276513e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 68094 members 
Entering Unmasked Estep 
Score: -12765143.000000 Penalty: 5535.381836
	Iteration 74Q: 3 clusters Score -1.276514e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 68102 members 
Entering Unmasked Estep 
Score: -12765137.000000 Penalty: 5535.381836
	Iteration 75Q: 3 clusters Score -1.276514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2157 members 
Mstep: Class 2 contains 68109 members 
Entering Unmasked Estep 
Score: -12765154.000000 Penalty: 5535.381836
	Iteration 76Q: 3 clusters Score -1.276515e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 68116 members 
Entering Unmasked Estep 
Score: -12765151.000000 Penalty: 5535.381836
	Iteration 77Q: 3 clusters Score -1.276515e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 68129 members 
Entering Unmasked Estep 
Score: -12765137.000000 Penalty: 5535.381836
	Iteration 78Q: 3 clusters Score -1.276514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 68134 members 
Entering Unmasked Estep 
Score: -12765158.000000 Penalty: 5535.381836
	Iteration 79Q: 3 clusters Score -1.276516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 68142 members 
Entering Unmasked Estep 
Score: -12765157.000000 Penalty: 5535.381836
	Iteration 80F: 3 clusters Score -1.276516e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 68150 members 
Entering Unmasked Estep 
Score: -12765155.000000 Penalty: 5535.381836
	Iteration 81Q: 3 clusters Score -1.276516e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 68159 members 
Entering Unmasked Estep 
Score: -12765139.000000 Penalty: 5535.381836
	Iteration 82Q: 3 clusters Score -1.276514e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 68168 members 
Entering Unmasked Estep 
Score: -12765143.000000 Penalty: 5535.381836
	Iteration 83Q: 3 clusters Score -1.276514e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 68173 members 
Entering Unmasked Estep 
Score: -12765133.000000 Penalty: 5535.381836
	Iteration 84Q: 3 clusters Score -1.276513e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 68177 members 
Entering Unmasked Estep 
Score: -12765126.000000 Penalty: 5535.381836
	Iteration 85Q: 3 clusters Score -1.276513e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -12765130.000000 Penalty: 5535.381836
	Iteration 86Q: 3 clusters Score -1.276513e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 68180 members 
Entering Unmasked Estep 
Score: -12765130.000000 Penalty: 5535.381836
	Iteration 87F: 3 clusters Score -1.276513e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (53126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53126 members 
Entering Unmasked Estep 
Score: -9994034.000000 Penalty: 2698.344482
	Iteration 0F: 2 clusters Score -9994034 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -9959601.000000 Penalty: 5396.688965
	Iteration 0F: 3 clusters Score -9959601 nChanged 24620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27789 members 
Mstep: Class 2 contains 25337 members 
Entering Unmasked Estep 
Score: -9973190.000000 Penalty: 5396.688965
	Iteration 1F: 3 clusters Score -9973190 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -9973764.000000 Penalty: 5396.688965
	Iteration 2Q: 3 clusters Score -9973764 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29876 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -9974384.000000 Penalty: 5396.688965
	Iteration 3Q: 3 clusters Score -9974384 nChanged 2267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31673 members 
Mstep: Class 2 contains 21453 members 
Entering Unmasked Estep 
Score: -9975301.000000 Penalty: 5396.688965
	Iteration 4Q: 3 clusters Score -9975301 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34228 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -9976545.000000 Penalty: 5396.688965
	Iteration 5F: 3 clusters Score -9976545 nChanged 3490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37632 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -9978772.000000 Penalty: 5396.688965
	Iteration 6F: 3 clusters Score -9978772 nChanged 4264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41870 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -9982099.000000 Penalty: 5396.688965
	Iteration 7F: 3 clusters Score -9982099 nChanged 4245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46103 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -9985694.000000 Penalty: 5396.688965
	Iteration 8F: 3 clusters Score -9985694 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 3632 members 
Entering Unmasked Estep 
Score: -9988556.000000 Penalty: 5396.688965
	Iteration 9F: 3 clusters Score -9988556 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51521 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -9990323.000000 Penalty: 5396.688965
	Iteration 10Q: 3 clusters Score -9990323 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9991114.000000 Penalty: 5396.688965
	Iteration 11Q: 3 clusters Score -9991114 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52685 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -9991408.000000 Penalty: 5396.688965
	Iteration 12Q: 3 clusters Score -9991408 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52780 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9991518.000000 Penalty: 5396.688965
	Iteration 13Q: 3 clusters Score -9991518 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52808 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -9991570.000000 Penalty: 5396.688965
	Iteration 14Q: 3 clusters Score -9991570 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52829 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -9991590.000000 Penalty: 5396.688965
	Iteration 15Q: 3 clusters Score -9991590 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52843 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -9991641.000000 Penalty: 5396.688965
	Iteration 16Q: 3 clusters Score -9991641 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52851 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -9991655.000000 Penalty: 5396.688965
	Iteration 17Q: 3 clusters Score -9991655 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52863 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -9991673.000000 Penalty: 5396.688965
	Iteration 18Q: 3 clusters Score -9991673 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52866 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -9991681.000000 Penalty: 5396.688965
	Iteration 19Q: 3 clusters Score -9991681 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52867 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9991684.000000 Penalty: 5396.688965
	Iteration 20F: 3 clusters Score -9991684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4728 members 
Entering Unmasked Estep 
Score: -881134.750000 Penalty: 2098.392090
	Iteration 0F: 2 clusters Score -881134.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 2341 members 
Entering Unmasked Estep 
Score: -876799.187500 Penalty: 4196.784180
	Iteration 0F: 3 clusters Score -876799.2 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -877809.062500 Penalty: 4196.784180
	Iteration 1F: 3 clusters Score -877809.1 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -878034.187500 Penalty: 4196.784180
	Iteration 2F: 3 clusters Score -878034.2 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -878155.562500 Penalty: 4196.784180
	Iteration 3Q: 3 clusters Score -878155.6 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -878226.937500 Penalty: 4196.784180
	Iteration 4Q: 3 clusters Score -878226.9 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2797 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -878284.812500 Penalty: 4196.784180
	Iteration 5Q: 3 clusters Score -878284.8 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -878327.812500 Penalty: 4196.784180
	Iteration 6Q: 3 clusters Score -878327.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -878366.625000 Penalty: 4196.784180
	Iteration 7Q: 3 clusters Score -878366.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -878411.312500 Penalty: 4196.784180
	Iteration 8Q: 3 clusters Score -878411.3 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3042 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -878449.250000 Penalty: 4196.784180
	Iteration 9Q: 3 clusters Score -878449.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -878482.250000 Penalty: 4196.784180
	Iteration 10Q: 3 clusters Score -878482.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -878505.250000 Penalty: 4196.784180
	Iteration 11Q: 3 clusters Score -878505.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -878531.125000 Penalty: 4196.784180
	Iteration 12Q: 3 clusters Score -878531.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -878556.187500 Penalty: 4196.784180
	Iteration 13Q: 3 clusters Score -878556.2 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -878593.562500 Penalty: 4196.784180
	Iteration 14Q: 3 clusters Score -878593.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3329 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -878627.562500 Penalty: 4196.784180
	Iteration 15Q: 3 clusters Score -878627.6 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -878658.000000 Penalty: 4196.784180
	Iteration 16Q: 3 clusters Score -878658 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -878685.187500 Penalty: 4196.784180
	Iteration 17Q: 3 clusters Score -878685.2 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3492 members 
Mstep: Class 2 contains 1236 members 
Entering Unmasked Estep 
Score: -878711.812500 Penalty: 4196.784180
	Iteration 18Q: 3 clusters Score -878711.8 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3543 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -878736.000000 Penalty: 4196.784180
	Iteration 19Q: 3 clusters Score -878736 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -878754.250000 Penalty: 4196.784180
	Iteration 20F: 3 clusters Score -878754.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -878767.187500 Penalty: 4196.784180
	Iteration 21Q: 3 clusters Score -878767.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -878790.062500 Penalty: 4196.784180
	Iteration 22Q: 3 clusters Score -878790.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -878807.687500 Penalty: 4196.784180
	Iteration 23Q: 3 clusters Score -878807.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -878829.312500 Penalty: 4196.784180
	Iteration 24Q: 3 clusters Score -878829.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -878851.937500 Penalty: 4196.784180
	Iteration 25Q: 3 clusters Score -878851.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -878877.312500 Penalty: 4196.784180
	Iteration 26Q: 3 clusters Score -878877.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -878910.062500 Penalty: 4196.784180
	Iteration 27Q: 3 clusters Score -878910.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -878942.687500 Penalty: 4196.784180
	Iteration 28Q: 3 clusters Score -878942.7 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -878973.812500 Penalty: 4196.784180
	Iteration 29Q: 3 clusters Score -878973.8 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -879006.062500 Penalty: 4196.784180
	Iteration 30Q: 3 clusters Score -879006.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -879035.125000 Penalty: 4196.784180
	Iteration 31Q: 3 clusters Score -879035.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -879056.500000 Penalty: 4196.784180
	Iteration 32Q: 3 clusters Score -879056.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -879073.625000 Penalty: 4196.784180
	Iteration 33Q: 3 clusters Score -879073.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -879090.312500 Penalty: 4196.784180
	Iteration 34Q: 3 clusters Score -879090.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -879108.312500 Penalty: 4196.784180
	Iteration 35Q: 3 clusters Score -879108.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4129 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -879126.062500 Penalty: 4196.784180
	Iteration 36Q: 3 clusters Score -879126.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -879140.937500 Penalty: 4196.784180
	Iteration 37Q: 3 clusters Score -879140.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -879156.625000 Penalty: 4196.784180
	Iteration 38Q: 3 clusters Score -879156.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -879169.125000 Penalty: 4196.784180
	Iteration 39Q: 3 clusters Score -879169.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4201 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -879181.437500 Penalty: 4196.784180
	Iteration 40F: 3 clusters Score -879181.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -879192.250000 Penalty: 4196.784180
	Iteration 41Q: 3 clusters Score -879192.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -879198.687500 Penalty: 4196.784180
	Iteration 42Q: 3 clusters Score -879198.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4236 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -879210.000000 Penalty: 4196.784180
	Iteration 43Q: 3 clusters Score -879210 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4247 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -879219.062500 Penalty: 4196.784180
	Iteration 44Q: 3 clusters Score -879219.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -879222.937500 Penalty: 4196.784180
	Iteration 45Q: 3 clusters Score -879222.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -879227.875000 Penalty: 4196.784180
	Iteration 46Q: 3 clusters Score -879227.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4268 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -879231.750000 Penalty: 4196.784180
	Iteration 47Q: 3 clusters Score -879231.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -879237.062500 Penalty: 4196.784180
	Iteration 48Q: 3 clusters Score -879237.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -879240.625000 Penalty: 4196.784180
	Iteration 49Q: 3 clusters Score -879240.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -879242.062500 Penalty: 4196.784180
	Iteration 50Q: 3 clusters Score -879242.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -879248.625000 Penalty: 4196.784180
	Iteration 51Q: 3 clusters Score -879248.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -879253.562500 Penalty: 4196.784180
	Iteration 52Q: 3 clusters Score -879253.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -879256.500000 Penalty: 4196.784180
	Iteration 53Q: 3 clusters Score -879256.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -879258.687500 Penalty: 4196.784180
	Iteration 54Q: 3 clusters Score -879258.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -879261.750000 Penalty: 4196.784180
	Iteration 55Q: 3 clusters Score -879261.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4304 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -879268.937500 Penalty: 4196.784180
	Iteration 56Q: 3 clusters Score -879268.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 420 members 
Entering Unmasked Estep 
Score: -879273.062500 Penalty: 4196.784180
	Iteration 57Q: 3 clusters Score -879273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4313 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -879278.625000 Penalty: 4196.784180
	Iteration 58Q: 3 clusters Score -879278.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -879282.375000 Penalty: 4196.784180
	Iteration 59Q: 3 clusters Score -879282.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -879286.187500 Penalty: 4196.784180
	Iteration 60F: 3 clusters Score -879286.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4324 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -879291.125000 Penalty: 4196.784180
	Iteration 61Q: 3 clusters Score -879291.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -879295.000000 Penalty: 4196.784180
	Iteration 62Q: 3 clusters Score -879295 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -879296.250000 Penalty: 4196.784180
	Iteration 63Q: 3 clusters Score -879296.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4329 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -879298.875000 Penalty: 4196.784180
	Iteration 64Q: 3 clusters Score -879298.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -879298.687500 Penalty: 4196.784180
	Iteration 65Q: 3 clusters Score -879298.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -879301.500000 Penalty: 4196.784180
	Iteration 66Q: 3 clusters Score -879301.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4331 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -879302.312500 Penalty: 4196.784180
	Iteration 67Q: 3 clusters Score -879302.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -879303.000000 Penalty: 4196.784180
	Iteration 68Q: 3 clusters Score -879303 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -879302.875000 Penalty: 4196.784180
	Iteration 69Q: 3 clusters Score -879302.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -879302.875000 Penalty: 4196.784180
	Iteration 70F: 3 clusters Score -879302.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29267 members 
Entering Unmasked Estep 
Score: -5593316.000000 Penalty: 2550.485596
	Iteration 0F: 2 clusters Score -5593316 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14639 members 
Mstep: Class 2 contains 14628 members 
Entering Unmasked Estep 
Score: -5573657.500000 Penalty: 5100.971191
	Iteration 0F: 3 clusters Score -5573658 nChanged 13113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 14959 members 
Entering Unmasked Estep 
Score: -5580751.000000 Penalty: 5100.971191
	Iteration 1F: 3 clusters Score -5580751 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 15112 members 
Entering Unmasked Estep 
Score: -5581183.000000 Penalty: 5100.971191
	Iteration 2Q: 3 clusters Score -5581183 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13982 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -5581485.500000 Penalty: 5100.971191
	Iteration 3Q: 3 clusters Score -5581486 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 15560 members 
Entering Unmasked Estep 
Score: -5581815.000000 Penalty: 5100.971191
	Iteration 4Q: 3 clusters Score -5581815 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13387 members 
Mstep: Class 2 contains 15880 members 
Entering Unmasked Estep 
Score: -5582078.500000 Penalty: 5100.971191
	Iteration 5Q: 3 clusters Score -5582078 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12966 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -5582426.500000 Penalty: 5100.971191
	Iteration 6Q: 3 clusters Score -5582426 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -5582763.500000 Penalty: 5100.971191
	Iteration 7Q: 3 clusters Score -5582764 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11764 members 
Mstep: Class 2 contains 17503 members 
Entering Unmasked Estep 
Score: -5583153.000000 Penalty: 5100.971191
	Iteration 8Q: 3 clusters Score -5583153 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -5583729.000000 Penalty: 5100.971191
	Iteration 9Q: 3 clusters Score -5583729 nChanged 1347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9686 members 
Mstep: Class 2 contains 19581 members 
Entering Unmasked Estep 
Score: -5584515.500000 Penalty: 5100.971191
	Iteration 10Q: 3 clusters Score -5584516 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 20964 members 
Entering Unmasked Estep 
Score: -5585457.000000 Penalty: 5100.971191
	Iteration 11F: 3 clusters Score -5585457 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -5586601.000000 Penalty: 5100.971191
	Iteration 12F: 3 clusters Score -5586601 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -5587677.000000 Penalty: 5100.971191
	Iteration 13F: 3 clusters Score -5587677 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -5588655.500000 Penalty: 5100.971191
	Iteration 14Q: 3 clusters Score -5588656 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 26099 members 
Entering Unmasked Estep 
Score: -5589419.000000 Penalty: 5100.971191
	Iteration 15Q: 3 clusters Score -5589419 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 26848 members 
Entering Unmasked Estep 
Score: -5590025.500000 Penalty: 5100.971191
	Iteration 16Q: 3 clusters Score -5590026 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 27368 members 
Entering Unmasked Estep 
Score: -5590417.500000 Penalty: 5100.971191
	Iteration 17Q: 3 clusters Score -5590418 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -5590681.000000 Penalty: 5100.971191
	Iteration 18Q: 3 clusters Score -5590681 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 27988 members 
Entering Unmasked Estep 
Score: -5590857.500000 Penalty: 5100.971191
	Iteration 19Q: 3 clusters Score -5590858 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
Score: -5590988.000000 Penalty: 5100.971191
	Iteration 20F: 3 clusters Score -5590988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 28297 members 
Entering Unmasked Estep 
Score: -5591079.000000 Penalty: 5100.971191
	Iteration 21Q: 3 clusters Score -5591079 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 28371 members 
Entering Unmasked Estep 
Score: -5591138.500000 Penalty: 5100.971191
	Iteration 22Q: 3 clusters Score -5591138 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -5591181.000000 Penalty: 5100.971191
	Iteration 23Q: 3 clusters Score -5591181 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 28465 members 
Entering Unmasked Estep 
Score: -5591213.000000 Penalty: 5100.971191
	Iteration 24Q: 3 clusters Score -5591213 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -5591233.000000 Penalty: 5100.971191
	Iteration 25Q: 3 clusters Score -5591233 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 28526 members 
Entering Unmasked Estep 
Score: -5591264.500000 Penalty: 5100.971191
	Iteration 26Q: 3 clusters Score -5591264 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28542 members 
Entering Unmasked Estep 
Score: -5591270.500000 Penalty: 5100.971191
	Iteration 27Q: 3 clusters Score -5591270 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 28552 members 
Entering Unmasked Estep 
Score: -5591286.000000 Penalty: 5100.971191
	Iteration 28Q: 3 clusters Score -5591286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -5591286.500000 Penalty: 5100.971191
	Iteration 29Q: 3 clusters Score -5591286 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -5591288.000000 Penalty: 5100.971191
	Iteration 30Q: 3 clusters Score -5591288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 28566 members 
Entering Unmasked Estep 
Score: -5591295.000000 Penalty: 5100.971191
	Iteration 31Q: 3 clusters Score -5591295 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 28570 members 
Entering Unmasked Estep 
Score: -5591301.500000 Penalty: 5100.971191
	Iteration 32Q: 3 clusters Score -5591302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28571 members 
Entering Unmasked Estep 
Score: -5591300.000000 Penalty: 5100.971191
	Iteration 33Q: 3 clusters Score -5591300 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 28572 members 
Entering Unmasked Estep 
Score: -5591305.500000 Penalty: 5100.971191
	Iteration 34Q: 3 clusters Score -5591306 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 28578 members 
Entering Unmasked Estep 
Score: -5591307.500000 Penalty: 5100.971191
	Iteration 35Q: 3 clusters Score -5591308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5591320.000000 Penalty: 5100.971191
	Iteration 36Q: 3 clusters Score -5591320 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5591317.000000 Penalty: 5100.971191
	Iteration 37Q: 3 clusters Score -5591317 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -5591322.000000 Penalty: 5100.971191
	Iteration 38Q: 3 clusters Score -5591322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -5591321.500000 Penalty: 5100.971191
	Iteration 39Q: 3 clusters Score -5591322 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -5591322.500000 Penalty: 5100.971191
	Iteration 40F: 3 clusters Score -5591322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -5591328.500000 Penalty: 5100.971191
	Iteration 41Q: 3 clusters Score -5591328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 28589 members 
Entering Unmasked Estep 
Score: -5591323.000000 Penalty: 5100.971191
	Iteration 42Q: 3 clusters Score -5591323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -5591326.000000 Penalty: 5100.971191
	Iteration 43Q: 3 clusters Score -5591326 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 28588 members 
Entering Unmasked Estep 
Score: -5591326.000000 Penalty: 5100.971191
	Iteration 44F: 3 clusters Score -5591326 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -111481.242188 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -111481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -109784.000000 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -109784 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -109988.289062 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -109988.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -110049.195312 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -110049.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -110093.070312 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -110093.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -110143.859375 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -110143.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -110180.851562 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -110180.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -110203.921875 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -110203.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -110244.929688 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -110244.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -110275.609375 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -110275.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -110293.968750 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -110294 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -110323.523438 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -110323.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -110347.539062 Penalty: 3228.349365
	Iteration 11Q: 3 clusters Score -110347.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -110358.945312 Penalty: 3228.349365
	Iteration 12Q: 3 clusters Score -110358.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -110366.953125 Penalty: 3228.349365
	Iteration 13Q: 3 clusters Score -110367 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -110368.664062 Penalty: 3228.349365
	Iteration 14Q: 3 clusters Score -110368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -110373.726562 Penalty: 3228.349365
	Iteration 15Q: 3 clusters Score -110373.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -110386.640625 Penalty: 3228.349365
	Iteration 16Q: 3 clusters Score -110386.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -110405.578125 Penalty: 3228.349365
	Iteration 17Q: 3 clusters Score -110405.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -110415.171875 Penalty: 3228.349365
	Iteration 18Q: 3 clusters Score -110415.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -110433.828125 Penalty: 3228.349365
	Iteration 19Q: 3 clusters Score -110433.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -110457.914062 Penalty: 3228.349365
	Iteration 20F: 3 clusters Score -110457.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -110467.523438 Penalty: 3228.349365
	Iteration 21Q: 3 clusters Score -110467.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -110480.937500 Penalty: 3228.349365
	Iteration 22Q: 3 clusters Score -110480.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -110483.992188 Penalty: 3228.349365
	Iteration 23Q: 3 clusters Score -110484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -110483.992188 Penalty: 3228.349365
	Iteration 24F: 3 clusters Score -110484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (46265 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46265 members 
Entering Unmasked Estep 
Score: -8896945.000000 Penalty: 2664.051025
	Iteration 0F: 2 clusters Score -8896945 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23066 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -8871184.000000 Penalty: 5328.102051
	Iteration 0F: 3 clusters Score -8871184 nChanged 21207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 23326 members 
Entering Unmasked Estep 
Score: -8882819.000000 Penalty: 5328.102051
	Iteration 1F: 3 clusters Score -8882819 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22849 members 
Mstep: Class 2 contains 23416 members 
Entering Unmasked Estep 
Score: -8883324.000000 Penalty: 5328.102051
	Iteration 2Q: 3 clusters Score -8883324 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22749 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -8883919.000000 Penalty: 5328.102051
	Iteration 3Q: 3 clusters Score -8883919 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22563 members 
Mstep: Class 2 contains 23702 members 
Entering Unmasked Estep 
Score: -8884525.000000 Penalty: 5328.102051
	Iteration 4Q: 3 clusters Score -8884525 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22291 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -8885306.000000 Penalty: 5328.102051
	Iteration 5Q: 3 clusters Score -8885306 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21935 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -8886247.000000 Penalty: 5328.102051
	Iteration 6Q: 3 clusters Score -8886247 nChanged 2345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 24753 members 
Entering Unmasked Estep 
Score: -8887635.000000 Penalty: 5328.102051
	Iteration 7F: 3 clusters Score -8887635 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -8889528.000000 Penalty: 5328.102051
	Iteration 8F: 3 clusters Score -8889528 nChanged 2840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 25659 members 
Entering Unmasked Estep 
Score: -8891539.000000 Penalty: 5328.102051
	Iteration 9F: 3 clusters Score -8891539 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 25918 members 
Entering Unmasked Estep 
Score: -8893030.000000 Penalty: 5328.102051
	Iteration 10F: 3 clusters Score -8893030 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -8893709.000000 Penalty: 5328.102051
	Iteration 11Q: 3 clusters Score -8893709 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -8894069.000000 Penalty: 5328.102051
	Iteration 12Q: 3 clusters Score -8894069 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20524 members 
Mstep: Class 2 contains 25741 members 
Entering Unmasked Estep 
Score: -8894297.000000 Penalty: 5328.102051
	Iteration 13Q: 3 clusters Score -8894297 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20686 members 
Mstep: Class 2 contains 25579 members 
Entering Unmasked Estep 
Score: -8894503.000000 Penalty: 5328.102051
	Iteration 14Q: 3 clusters Score -8894503 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20885 members 
Mstep: Class 2 contains 25380 members 
Entering Unmasked Estep 
Score: -8894609.000000 Penalty: 5328.102051
	Iteration 15Q: 3 clusters Score -8894609 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -8894758.000000 Penalty: 5328.102051
	Iteration 16Q: 3 clusters Score -8894758 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 24878 members 
Entering Unmasked Estep 
Score: -8894895.000000 Penalty: 5328.102051
	Iteration 17Q: 3 clusters Score -8894895 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21664 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -8895021.000000 Penalty: 5328.102051
	Iteration 18Q: 3 clusters Score -8895021 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -8895131.000000 Penalty: 5328.102051
	Iteration 19Q: 3 clusters Score -8895131 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -8895222.000000 Penalty: 5328.102051
	Iteration 20F: 3 clusters Score -8895222 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22487 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -8895308.000000 Penalty: 5328.102051
	Iteration 21Q: 3 clusters Score -8895308 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -8895338.000000 Penalty: 5328.102051
	Iteration 22Q: 3 clusters Score -8895338 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23191 members 
Mstep: Class 2 contains 23074 members 
Entering Unmasked Estep 
Score: -8895433.000000 Penalty: 5328.102051
	Iteration 23Q: 3 clusters Score -8895433 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23537 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -8895497.000000 Penalty: 5328.102051
	Iteration 24Q: 3 clusters Score -8895497 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23884 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
Score: -8895527.000000 Penalty: 5328.102051
	Iteration 25Q: 3 clusters Score -8895527 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24213 members 
Mstep: Class 2 contains 22052 members 
Entering Unmasked Estep 
Score: -8895545.000000 Penalty: 5328.102051
	Iteration 26Q: 3 clusters Score -8895545 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24511 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -8895551.000000 Penalty: 5328.102051
	Iteration 27Q: 3 clusters Score -8895551 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24775 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -8895539.000000 Penalty: 5328.102051
	Iteration 28Q: 3 clusters Score -8895539 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 21234 members 
Entering Unmasked Estep 
Score: -8895536.000000 Penalty: 5328.102051
	Iteration 29Q: 3 clusters Score -8895536 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25275 members 
Mstep: Class 2 contains 20990 members 
Entering Unmasked Estep 
Score: -8895536.000000 Penalty: 5328.102051
	Iteration 30Q: 3 clusters Score -8895536 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 20765 members 
Entering Unmasked Estep 
Score: -8895546.000000 Penalty: 5328.102051
	Iteration 31Q: 3 clusters Score -8895546 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25739 members 
Mstep: Class 2 contains 20526 members 
Entering Unmasked Estep 
Score: -8895571.000000 Penalty: 5328.102051
	Iteration 32Q: 3 clusters Score -8895571 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25952 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -8895603.000000 Penalty: 5328.102051
	Iteration 33Q: 3 clusters Score -8895603 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26159 members 
Mstep: Class 2 contains 20106 members 
Entering Unmasked Estep 
Score: -8895642.000000 Penalty: 5328.102051
	Iteration 34Q: 3 clusters Score -8895642 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26374 members 
Mstep: Class 2 contains 19891 members 
Entering Unmasked Estep 
Score: -8895675.000000 Penalty: 5328.102051
	Iteration 35Q: 3 clusters Score -8895675 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -8895679.000000 Penalty: 5328.102051
	Iteration 36Q: 3 clusters Score -8895679 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26743 members 
Mstep: Class 2 contains 19522 members 
Entering Unmasked Estep 
Score: -8895697.000000 Penalty: 5328.102051
	Iteration 37Q: 3 clusters Score -8895697 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26925 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -8895698.000000 Penalty: 5328.102051
	Iteration 38Q: 3 clusters Score -8895698 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 19129 members 
Entering Unmasked Estep 
Score: -8895660.000000 Penalty: 5328.102051
	Iteration 39Q: 3 clusters Score -8895660 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27339 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -8895671.000000 Penalty: 5328.102051
	Iteration 40F: 3 clusters Score -8895671 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27512 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -8895642.000000 Penalty: 5328.102051
	Iteration 41Q: 3 clusters Score -8895642 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27668 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -8895649.000000 Penalty: 5328.102051
	Iteration 42Q: 3 clusters Score -8895649 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27824 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -8895643.000000 Penalty: 5328.102051
	Iteration 43Q: 3 clusters Score -8895643 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 18304 members 
Entering Unmasked Estep 
Score: -8895646.000000 Penalty: 5328.102051
	Iteration 44Q: 3 clusters Score -8895646 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 18173 members 
Entering Unmasked Estep 
Score: -8895659.000000 Penalty: 5328.102051
	Iteration 45Q: 3 clusters Score -8895659 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 18056 members 
Entering Unmasked Estep 
Score: -8895649.000000 Penalty: 5328.102051
	Iteration 46Q: 3 clusters Score -8895649 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -8895657.000000 Penalty: 5328.102051
	Iteration 47Q: 3 clusters Score -8895657 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28398 members 
Mstep: Class 2 contains 17867 members 
Entering Unmasked Estep 
Score: -8895675.000000 Penalty: 5328.102051
	Iteration 48Q: 3 clusters Score -8895675 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -8895699.000000 Penalty: 5328.102051
	Iteration 49Q: 3 clusters Score -8895699 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28573 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -8895690.000000 Penalty: 5328.102051
	Iteration 50Q: 3 clusters Score -8895690 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28654 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -8895686.000000 Penalty: 5328.102051
	Iteration 51Q: 3 clusters Score -8895686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 17538 members 
Entering Unmasked Estep 
Score: -8895670.000000 Penalty: 5328.102051
	Iteration 52Q: 3 clusters Score -8895670 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -8895678.000000 Penalty: 5328.102051
	Iteration 53Q: 3 clusters Score -8895678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28860 members 
Mstep: Class 2 contains 17405 members 
Entering Unmasked Estep 
Score: -8895676.000000 Penalty: 5328.102051
	Iteration 54Q: 3 clusters Score -8895676 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28927 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8895695 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28999 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -8895712.000000 Penalty: 5328.102051
	Iteration 56Q: 3 clusters Score -8895712 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -8895701.000000 Penalty: 5328.102051
	Iteration 57Q: 3 clusters Score -8895701 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29142 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -8895726.000000 Penalty: 5328.102051
	Iteration 58Q: 3 clusters Score -8895726 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -8895749.000000 Penalty: 5328.102051
	Iteration 59Q: 3 clusters Score -8895749 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29325 members 
Mstep: Class 2 contains 16940 members 
Entering Unmasked Estep 
Score: -8895750.000000 Penalty: 5328.102051
	Iteration 60F: 3 clusters Score -8895750 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -8895755.000000 Penalty: 5328.102051
	Iteration 61Q: 3 clusters Score -8895755 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 16646 members 
Entering Unmasked Estep 
Score: -8895745.000000 Penalty: 5328.102051
	Iteration 62Q: 3 clusters Score -8895745 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 16475 members 
Entering Unmasked Estep 
Score: -8895768.000000 Penalty: 5328.102051
	Iteration 63Q: 3 clusters Score -8895768 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29977 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
Score: -8895774.000000 Penalty: 5328.102051
	Iteration 64Q: 3 clusters Score -8895774 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30116 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -8895785.000000 Penalty: 5328.102051
	Iteration 65Q: 3 clusters Score -8895785 nChanged 168
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -8895820.000000 Penalty: 5328.102051
	Iteration 66Q: 3 clusters Score -8895820 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -8895847.000000 Penalty: 5328.102051
	Iteration 67Q: 3 clusters Score -8895847 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30614 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -8895874.000000 Penalty: 5328.102051
	Iteration 68Q: 3 clusters Score -8895874 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30774 members 
Mstep: Class 2 contains 15491 members 
Entering Unmasked Estep 
Score: -8895891.000000 Penalty: 5328.102051
	Iteration 69Q: 3 clusters Score -8895891 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30906 members 
Mstep: Class 2 contains 15359 members 
Entering Unmasked Estep 
Score: -8895930.000000 Penalty: 5328.102051
	Iteration 70Q: 3 clusters Score -8895930 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31041 members 
Mstep: Class 2 contains 15224 members 
Entering Unmasked Estep 
Score: -8895937.000000 Penalty: 5328.102051
	Iteration 71Q: 3 clusters Score -8895937 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31154 members 
Mstep: Class 2 contains 15111 members 
Entering Unmasked Estep 
Score: -8895977.000000 Penalty: 5328.102051
	Iteration 72Q: 3 clusters Score -8895977 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -8896011.000000 Penalty: 5328.102051
	Iteration 73Q: 3 clusters Score -8896011 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -8896003.000000 Penalty: 5328.102051
	Iteration 74Q: 3 clusters Score -8896003 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -8896031.000000 Penalty: 5328.102051
	Iteration 75Q: 3 clusters Score -8896031 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31682 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -8896087.000000 Penalty: 5328.102051
	Iteration 76Q: 3 clusters Score -8896087 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31838 members 
Mstep: Class 2 contains 14427 members 
Entering Unmasked Estep 
Score: -8896142.000000 Penalty: 5328.102051
	Iteration 77Q: 3 clusters Score -8896142 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -8896158.000000 Penalty: 5328.102051
	Iteration 78Q: 3 clusters Score -8896158 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32077 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -8896207.000000 Penalty: 5328.102051
	Iteration 79Q: 3 clusters Score -8896207 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 14088 members 
Entering Unmasked Estep 
Score: -8896219.000000 Penalty: 5328.102051
	Iteration 80F: 3 clusters Score -8896219 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -8896244.000000 Penalty: 5328.102051
	Iteration 81Q: 3 clusters Score -8896244 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -8896254.000000 Penalty: 5328.102051
	Iteration 82Q: 3 clusters Score -8896254 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32415 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -8896285.000000 Penalty: 5328.102051
	Iteration 83Q: 3 clusters Score -8896285 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32480 members 
Mstep: Class 2 contains 13785 members 
Entering Unmasked Estep 
Score: -8896299.000000 Penalty: 5328.102051
	Iteration 84Q: 3 clusters Score -8896299 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32522 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -8896294.000000 Penalty: 5328.102051
	Iteration 85Q: 3 clusters Score -8896294 nChanged 93
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 13724 members 
Entering Unmasked Estep 
Score: -8896304.000000 Penalty: 5328.102051
	Iteration 86Q: 3 clusters Score -8896304 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32557 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -8896311.000000 Penalty: 5328.102051
	Iteration 87Q: 3 clusters Score -8896311 nChanged 109
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -8896317.000000 Penalty: 5328.102051
	Iteration 88Q: 3 clusters Score -8896317 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -8896330.000000 Penalty: 5328.102051
	Iteration 89Q: 3 clusters Score -8896330 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32587 members 
Mstep: Class 2 contains 13678 members 
Entering Unmasked Estep 
Score: -8896354.000000 Penalty: 5328.102051
	Iteration 90Q: 3 clusters Score -8896354 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 13653 members 
Entering Unmasked Estep 
Score: -8896376.000000 Penalty: 5328.102051
	Iteration 91Q: 3 clusters Score -8896376 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -8896346.000000 Penalty: 5328.102051
	Iteration 92Q: 3 clusters Score -8896346 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32641 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -8896368.000000 Penalty: 5328.102051
	Iteration 93Q: 3 clusters Score -8896368 nChanged 99
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32638 members 
Mstep: Class 2 contains 13627 members 
Entering Unmasked Estep 
Score: -8896369.000000 Penalty: 5328.102051
	Iteration 94Q: 3 clusters Score -8896369 nChanged 101
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 13632 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8896376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -8896398.000000 Penalty: 5328.102051
	Iteration 96Q: 3 clusters Score -8896398 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32586 members 
Mstep: Class 2 contains 13679 members 
Entering Unmasked Estep 
Score: -8896418.000000 Penalty: 5328.102051
	Iteration 97Q: 3 clusters Score -8896418 nChanged 123
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -8896452.000000 Penalty: 5328.102051
	Iteration 98Q: 3 clusters Score -8896452 nChanged 100
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -8896467.000000 Penalty: 5328.102051
	Iteration 99Q: 3 clusters Score -8896467 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -8896478.000000 Penalty: 5328.102051
	Iteration 100F: 3 clusters Score -8896478 nChanged 97
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32600 members 
Mstep: Class 2 contains 13665 members 
Entering Unmasked Estep 
Score: -8896481.000000 Penalty: 5328.102051
	Iteration 101Q: 3 clusters Score -8896481 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32589 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -8896495.000000 Penalty: 5328.102051
	Iteration 102Q: 3 clusters Score -8896495 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32594 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -8896508.000000 Penalty: 5328.102051
	Iteration 103Q: 3 clusters Score -8896508 nChanged 76
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -8896510.000000 Penalty: 5328.102051
	Iteration 104Q: 3 clusters Score -8896510 nChanged 82
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32620 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -8896523.000000 Penalty: 5328.102051
	Iteration 105Q: 3 clusters Score -8896523 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32639 members 
Mstep: Class 2 contains 13626 members 
Entering Unmasked Estep 
Score: -8896534.000000 Penalty: 5328.102051
	Iteration 106Q: 3 clusters Score -8896534 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32643 members 
Mstep: Class 2 contains 13622 members 
Entering Unmasked Estep 
Score: -8896544.000000 Penalty: 5328.102051
	Iteration 107Q: 3 clusters Score -8896544 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32644 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8896568 nChanged 96
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32650 members 
Mstep: Class 2 contains 13615 members 
Entering Unmasked Estep 
Score: -8896579.000000 Penalty: 5328.102051
	Iteration 109Q: 3 clusters Score -8896579 nChanged 73
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32655 members 
Mstep: Class 2 contains 13610 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8896576 nChanged 79
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32654 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -8896592.000000 Penalty: 5328.102051
	Iteration 111Q: 3 clusters Score -8896592 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32650 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8896587 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32624 members 
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Entering Unmasked Estep 
Score: -8896604.000000 Penalty: 5328.102051
	Iteration 113Q: 3 clusters Score -8896604 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -8896612.000000 Penalty: 5328.102051
	Iteration 114Q: 3 clusters Score -8896612 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 13662 members 
Entering Unmasked Estep 
Score: -8896622.000000 Penalty: 5328.102051
	Iteration 115Q: 3 clusters Score -8896622 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32596 members 
Mstep: Class 2 contains 13669 members 
Entering Unmasked Estep 
Score: -8896625.000000 Penalty: 5328.102051
	Iteration 116Q: 3 clusters Score -8896625 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32597 members 
Mstep: Class 2 contains 13668 members 
Entering Unmasked Estep 
Score: -8896635.000000 Penalty: 5328.102051
	Iteration 117Q: 3 clusters Score -8896635 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32588 members 
Mstep: Class 2 contains 13677 members 
Entering Unmasked Estep 
Score: -8896641.000000 Penalty: 5328.102051
	Iteration 118Q: 3 clusters Score -8896641 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -8896630.000000 Penalty: 5328.102051
	Iteration 119Q: 3 clusters Score -8896630 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32572 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -8896633.000000 Penalty: 5328.102051
	Iteration 120F: 3 clusters Score -8896633 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32564 members 
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Entering Unmasked Estep 
Score: -8896624.000000 Penalty: 5328.102051
	Iteration 121Q: 3 clusters Score -8896624 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 13712 members 
Entering Unmasked Estep 
Score: -8896626.000000 Penalty: 5328.102051
	Iteration 122Q: 3 clusters Score -8896626 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32547 members 
Mstep: Class 2 contains 13718 members 
Entering Unmasked Estep 
Score: -8896637.000000 Penalty: 5328.102051
	Iteration 123Q: 3 clusters Score -8896637 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32544 members 
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Entering Unmasked Estep 
Score: -8896621.000000 Penalty: 5328.102051
	Iteration 124Q: 3 clusters Score -8896621 nChanged 54
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Entering Unmasked Estep 
Score: -8896636.000000 Penalty: 5328.102051
	Iteration 125Q: 3 clusters Score -8896636 nChanged 54
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Mstep: Class 1 contains 32536 members 
Mstep: Class 2 contains 13729 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8896666 nChanged 62
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Entering Unmasked Estep 
Score: -8896672.000000 Penalty: 5328.102051
	Iteration 127Q: 3 clusters Score -8896672 nChanged 68
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Entering Unmasked Estep 
Score: -8896677.000000 Penalty: 5328.102051
	Iteration 128Q: 3 clusters Score -8896677 nChanged 76
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Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -8896684.000000 Penalty: 5328.102051
	Iteration 129Q: 3 clusters Score -8896684 nChanged 73
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Entering Unmasked Estep 
Score: -8896704.000000 Penalty: 5328.102051
	Iteration 130Q: 3 clusters Score -8896704 nChanged 61
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8896695 nChanged 49
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8896720 nChanged 47
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Entering Unmasked Estep 
Score: -8896740.000000 Penalty: 5328.102051
	Iteration 133Q: 3 clusters Score -8896740 nChanged 42
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8896737 nChanged 48
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Entering Unmasked Estep 
Score: -8896744.000000 Penalty: 5328.102051
	Iteration 135Q: 3 clusters Score -8896744 nChanged 40
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8896742 nChanged 44
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8896758 nChanged 41
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8896741 nChanged 48
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8896761 nChanged 66
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Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8896777 nChanged 61
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8896787 nChanged 64
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8896796 nChanged 63
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	Iteration 143Q: 3 clusters Score -8896798 nChanged 66
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8896797 nChanged 70
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8896806 nChanged 85
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -8896810 nChanged 103
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32437 members 
Mstep: Class 2 contains 13828 members 
Entering Unmasked Estep 
Score: -8896833.000000 Penalty: 5328.102051
	Iteration 147Q: 3 clusters Score -8896833 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 13814 members 
Entering Unmasked Estep 
Score: -8896867.000000 Penalty: 5328.102051
	Iteration 148Q: 3 clusters Score -8896867 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32435 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -8896858.000000 Penalty: 5328.102051
	Iteration 149Q: 3 clusters Score -8896858 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32413 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -8896872.000000 Penalty: 5328.102051
	Iteration 150Q: 3 clusters Score -8896872 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32400 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -8896903.000000 Penalty: 5328.102051
	Iteration 151Q: 3 clusters Score -8896903 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -8896931.000000 Penalty: 5328.102051
	Iteration 152Q: 3 clusters Score -8896931 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32382 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -8896935.000000 Penalty: 5328.102051
	Iteration 153Q: 3 clusters Score -8896935 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32358 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -8896947.000000 Penalty: 5328.102051
	Iteration 154Q: 3 clusters Score -8896947 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32324 members 
Mstep: Class 2 contains 13941 members 
Entering Unmasked Estep 
Score: -8896973.000000 Penalty: 5328.102051
	Iteration 155Q: 3 clusters Score -8896973 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32289 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -8896975.000000 Penalty: 5328.102051
	Iteration 156Q: 3 clusters Score -8896975 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -8897000.000000 Penalty: 5328.102051
	Iteration 157Q: 3 clusters Score -8897000 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32179 members 
Mstep: Class 2 contains 14086 members 
Entering Unmasked Estep 
Score: -8897009.000000 Penalty: 5328.102051
	Iteration 158Q: 3 clusters Score -8897009 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32135 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -8897061.000000 Penalty: 5328.102051
	Iteration 159Q: 3 clusters Score -8897061 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32083 members 
Mstep: Class 2 contains 14182 members 
Entering Unmasked Estep 
Score: -8897072.000000 Penalty: 5328.102051
	Iteration 160F: 3 clusters Score -8897072 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31995 members 
Mstep: Class 2 contains 14270 members 
Entering Unmasked Estep 
Score: -8897100.000000 Penalty: 5328.102051
	Iteration 161Q: 3 clusters Score -8897100 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31909 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -8897129.000000 Penalty: 5328.102051
	Iteration 162Q: 3 clusters Score -8897129 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 14470 members 
Entering Unmasked Estep 
Score: -8897160.000000 Penalty: 5328.102051
	Iteration 163Q: 3 clusters Score -8897160 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 14611 members 
Entering Unmasked Estep 
Score: -8897212.000000 Penalty: 5328.102051
	Iteration 164Q: 3 clusters Score -8897212 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31501 members 
Mstep: Class 2 contains 14764 members 
Entering Unmasked Estep 
Score: -8897244.000000 Penalty: 5328.102051
	Iteration 165Q: 3 clusters Score -8897244 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31338 members 
Mstep: Class 2 contains 14927 members 
Entering Unmasked Estep 
Score: -8897330.000000 Penalty: 5328.102051
	Iteration 166Q: 3 clusters Score -8897330 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31187 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -8897441.000000 Penalty: 5328.102051
	Iteration 167Q: 3 clusters Score -8897441 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31023 members 
Mstep: Class 2 contains 15242 members 
Entering Unmasked Estep 
Score: -8897537.000000 Penalty: 5328.102051
	Iteration 168Q: 3 clusters Score -8897537 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30853 members 
Mstep: Class 2 contains 15412 members 
Entering Unmasked Estep 
Score: -8897658.000000 Penalty: 5328.102051
	Iteration 169Q: 3 clusters Score -8897658 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30689 members 
Mstep: Class 2 contains 15576 members 
Entering Unmasked Estep 
Score: -8897820.000000 Penalty: 5328.102051
	Iteration 170Q: 3 clusters Score -8897820 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 15705 members 
Entering Unmasked Estep 
Score: -8897957.000000 Penalty: 5328.102051
	Iteration 171Q: 3 clusters Score -8897957 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30468 members 
Mstep: Class 2 contains 15797 members 
Entering Unmasked Estep 
Score: -8898072.000000 Penalty: 5328.102051
	Iteration 172Q: 3 clusters Score -8898072 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -8898120.000000 Penalty: 5328.102051
	Iteration 173Q: 3 clusters Score -8898120 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 15945 members 
Entering Unmasked Estep 
Score: -8898220.000000 Penalty: 5328.102051
	Iteration 174Q: 3 clusters Score -8898220 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30258 members 
Mstep: Class 2 contains 16007 members 
Entering Unmasked Estep 
Score: -8898236.000000 Penalty: 5328.102051
	Iteration 175Q: 3 clusters Score -8898236 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30203 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -8898260.000000 Penalty: 5328.102051
	Iteration 176Q: 3 clusters Score -8898260 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -8898273.000000 Penalty: 5328.102051
	Iteration 177Q: 3 clusters Score -8898273 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30112 members 
Mstep: Class 2 contains 16153 members 
Entering Unmasked Estep 
Score: -8898288.000000 Penalty: 5328.102051
	Iteration 178Q: 3 clusters Score -8898288 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30102 members 
Mstep: Class 2 contains 16163 members 
Entering Unmasked Estep 
Score: -8898308.000000 Penalty: 5328.102051
	Iteration 179Q: 3 clusters Score -8898308 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30109 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -8898379.000000 Penalty: 5328.102051
	Iteration 180F: 3 clusters Score -8898379 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 16218 members 
Entering Unmasked Estep 
Score: -8898415.000000 Penalty: 5328.102051
	Iteration 181Q: 3 clusters Score -8898415 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29972 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -8898424.000000 Penalty: 5328.102051
	Iteration 182Q: 3 clusters Score -8898424 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29892 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -8898448.000000 Penalty: 5328.102051
	Iteration 183Q: 3 clusters Score -8898448 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29799 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -8898454.000000 Penalty: 5328.102051
	Iteration 184Q: 3 clusters Score -8898454 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29745 members 
Mstep: Class 2 contains 16520 members 
Entering Unmasked Estep 
Score: -8898478.000000 Penalty: 5328.102051
	Iteration 185Q: 3 clusters Score -8898478 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29712 members 
Mstep: Class 2 contains 16553 members 
Entering Unmasked Estep 
Score: -8898477.000000 Penalty: 5328.102051
	Iteration 186Q: 3 clusters Score -8898477 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29664 members 
Mstep: Class 2 contains 16601 members 
Entering Unmasked Estep 
Score: -8898489.000000 Penalty: 5328.102051
	Iteration 187Q: 3 clusters Score -8898489 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29618 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -8898502.000000 Penalty: 5328.102051
	Iteration 188Q: 3 clusters Score -8898502 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29593 members 
Mstep: Class 2 contains 16672 members 
Entering Unmasked Estep 
Score: -8898488.000000 Penalty: 5328.102051
	Iteration 189Q: 3 clusters Score -8898488 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29558 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -8898484.000000 Penalty: 5328.102051
	Iteration 190Q: 3 clusters Score -8898484 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29538 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -8898493.000000 Penalty: 5328.102051
	Iteration 191Q: 3 clusters Score -8898493 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -8898492.000000 Penalty: 5328.102051
	Iteration 192Q: 3 clusters Score -8898492 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -8898505.000000 Penalty: 5328.102051
	Iteration 193Q: 3 clusters Score -8898505 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29476 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
Score: -8898519.000000 Penalty: 5328.102051
	Iteration 194Q: 3 clusters Score -8898519 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -8898525.000000 Penalty: 5328.102051
	Iteration 195Q: 3 clusters Score -8898525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29440 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -8898526.000000 Penalty: 5328.102051
	Iteration 196Q: 3 clusters Score -8898526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -8898509.000000 Penalty: 5328.102051
	Iteration 197Q: 3 clusters Score -8898509 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 16844 members 
Entering Unmasked Estep 
Score: -8898508.000000 Penalty: 5328.102051
	Iteration 198Q: 3 clusters Score -8898508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 16858 members 
Entering Unmasked Estep 
Score: -8898512.000000 Penalty: 5328.102051
	Iteration 199Q: 3 clusters Score -8898512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29402 members 
Mstep: Class 2 contains 16863 members 
Entering Unmasked Estep 
Score: -8898513.000000 Penalty: 5328.102051
	Iteration 200F: 3 clusters Score -8898513 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29394 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -8898516.000000 Penalty: 5328.102051
	Iteration 201Q: 3 clusters Score -8898516 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29380 members 
Mstep: Class 2 contains 16885 members 
Entering Unmasked Estep 
Score: -8898520.000000 Penalty: 5328.102051
	Iteration 202Q: 3 clusters Score -8898520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 16897 members 
Entering Unmasked Estep 
Score: -8898518.000000 Penalty: 5328.102051
	Iteration 203Q: 3 clusters Score -8898518 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29362 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -8898533.000000 Penalty: 5328.102051
	Iteration 204Q: 3 clusters Score -8898533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29354 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -8898530.000000 Penalty: 5328.102051
	Iteration 205Q: 3 clusters Score -8898530 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29342 members 
Mstep: Class 2 contains 16923 members 
Entering Unmasked Estep 
Score: -8898526.000000 Penalty: 5328.102051
	Iteration 206Q: 3 clusters Score -8898526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29332 members 
Mstep: Class 2 contains 16933 members 
Entering Unmasked Estep 
Score: -8898536.000000 Penalty: 5328.102051
	Iteration 207Q: 3 clusters Score -8898536 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -8898527.000000 Penalty: 5328.102051
	Iteration 208Q: 3 clusters Score -8898527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29309 members 
Mstep: Class 2 contains 16956 members 
Entering Unmasked Estep 
Score: -8898532.000000 Penalty: 5328.102051
	Iteration 209Q: 3 clusters Score -8898532 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -8898531.000000 Penalty: 5328.102051
	Iteration 210Q: 3 clusters Score -8898531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -8898534.000000 Penalty: 5328.102051
	Iteration 211Q: 3 clusters Score -8898534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29285 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -8898535.000000 Penalty: 5328.102051
	Iteration 212Q: 3 clusters Score -8898535 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -8898528.000000 Penalty: 5328.102051
	Iteration 213Q: 3 clusters Score -8898528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29283 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -8898528.000000 Penalty: 5328.102051
	Iteration 214Q: 3 clusters Score -8898528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29281 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -8898524.000000 Penalty: 5328.102051
	Iteration 215Q: 3 clusters Score -8898524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -8898515.000000 Penalty: 5328.102051
	Iteration 216Q: 3 clusters Score -8898515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29280 members 
Mstep: Class 2 contains 16985 members 
Entering Unmasked Estep 
Score: -8898515.000000 Penalty: 5328.102051
	Iteration 217F: 3 clusters Score -8898515 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29333 members 
Mstep: Class 3 contains 47775 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 30925 members 
Mstep: Class 6 contains 28188 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47328 members 
Mstep: Class 9 contains 8286 members 
Mstep: Class 10 contains 21094 members 
Mstep: Class 11 contains 51923 members 
Mstep: Class 12 contains 70266 members 
Mstep: Class 13 contains 53126 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29267 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 29280 members 
Mstep: Class 18 contains 46335 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24868 members 
Mstep: Class 22 contains 40580 members 
Mstep: Class 23 contains 18151 members 
Mstep: Class 24 contains 29895 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48499 members 
Mstep: Class 28 contains 22008 members 
Mstep: Class 29 contains 26520 members 
Mstep: Class 30 contains 59815 members 
Mstep: Class 31 contains 53839 members 
Mstep: Class 32 contains 66430 members 
Mstep: Class 33 contains 18441 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39533 members 
Mstep: Class 36 contains 46492 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30513 members 
Mstep: Class 40 contains 29971 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21715 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 16985 members 
Entering Unmasked Estep 
Score: -207962256.000000 Penalty: 169222.343750
Splitting cluster 17 changes total score from -207962064.000000 to -207962256.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 18 (46335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46335 members 
Entering Unmasked Estep 
Score: -8742475.000000 Penalty: 2664.426025
	Iteration 0F: 2 clusters Score -8742475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23233 members 
Mstep: Class 2 contains 23102 members 
Entering Unmasked Estep 
Score: -8714678.000000 Penalty: 5328.852051
	Iteration 0F: 3 clusters Score -8714678 nChanged 21261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -8726367.000000 Penalty: 5328.852051
	Iteration 1F: 3 clusters Score -8726367 nChanged 1793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -8726751.000000 Penalty: 5328.852051
	Iteration 2Q: 3 clusters Score -8726751 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24789 members 
Mstep: Class 2 contains 21546 members 
Entering Unmasked Estep 
Score: -8727141.000000 Penalty: 5328.852051
	Iteration 3Q: 3 clusters Score -8727141 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25534 members 
Mstep: Class 2 contains 20801 members 
Entering Unmasked Estep 
Score: -8727619.000000 Penalty: 5328.852051
	Iteration 4Q: 3 clusters Score -8727619 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
Score: -8728122.000000 Penalty: 5328.852051
	Iteration 5Q: 3 clusters Score -8728122 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28267 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -8728852.000000 Penalty: 5328.852051
	Iteration 6Q: 3 clusters Score -8728852 nChanged 2290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30411 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -8730008.000000 Penalty: 5328.852051
	Iteration 7Q: 3 clusters Score -8730008 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33101 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -8731625.000000 Penalty: 5328.852051
	Iteration 8F: 3 clusters Score -8731625 nChanged 3080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36113 members 
Mstep: Class 2 contains 10222 members 
Entering Unmasked Estep 
Score: -8733570.000000 Penalty: 5328.852051
	Iteration 9F: 3 clusters Score -8733570 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38982 members 
Mstep: Class 2 contains 7353 members 
Entering Unmasked Estep 
Score: -8735604.000000 Penalty: 5328.852051
	Iteration 10F: 3 clusters Score -8735604 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41246 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -8737328.000000 Penalty: 5328.852051
	Iteration 11F: 3 clusters Score -8737328 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42637 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8738248.000000 Penalty: 5328.852051
	Iteration 12Q: 3 clusters Score -8738248 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43496 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -8738958.000000 Penalty: 5328.852051
	Iteration 13Q: 3 clusters Score -8738958 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43963 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8739294.000000 Penalty: 5328.852051
	Iteration 14Q: 3 clusters Score -8739294 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8739499.000000 Penalty: 5328.852051
	Iteration 15Q: 3 clusters Score -8739499 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44440 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -8739677.000000 Penalty: 5328.852051
	Iteration 16Q: 3 clusters Score -8739677 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44564 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8739753.000000 Penalty: 5328.852051
	Iteration 17Q: 3 clusters Score -8739753 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8739838.000000 Penalty: 5328.852051
	Iteration 18Q: 3 clusters Score -8739838 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 1627 members 
Entering Unmasked Estep 
Score: -8739863.000000 Penalty: 5328.852051
	Iteration 19Q: 3 clusters Score -8739863 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44748 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -8739918.000000 Penalty: 5328.852051
	Iteration 20F: 3 clusters Score -8739918 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -8739960.000000 Penalty: 5328.852051
	Iteration 21Q: 3 clusters Score -8739960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8739991.000000 Penalty: 5328.852051
	Iteration 22Q: 3 clusters Score -8739991 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44866 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -8740007.000000 Penalty: 5328.852051
	Iteration 23Q: 3 clusters Score -8740007 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 1459 members 
Entering Unmasked Estep 
Score: -8740027.000000 Penalty: 5328.852051
	Iteration 24Q: 3 clusters Score -8740027 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -8740047.000000 Penalty: 5328.852051
	Iteration 25Q: 3 clusters Score -8740047 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44905 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -8740050.000000 Penalty: 5328.852051
	Iteration 26Q: 3 clusters Score -8740050 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -8740067.000000 Penalty: 5328.852051
	Iteration 27Q: 3 clusters Score -8740067 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8740065.000000 Penalty: 5328.852051
	Iteration 28Q: 3 clusters Score -8740065 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44950 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8740074.000000 Penalty: 5328.852051
	Iteration 29Q: 3 clusters Score -8740074 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44961 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -8740077.000000 Penalty: 5328.852051
	Iteration 30Q: 3 clusters Score -8740077 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -8740086.000000 Penalty: 5328.852051
	Iteration 31Q: 3 clusters Score -8740086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44971 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8740089.000000 Penalty: 5328.852051
	Iteration 32Q: 3 clusters Score -8740089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44977 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -8740101.000000 Penalty: 5328.852051
	Iteration 33Q: 3 clusters Score -8740101 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44984 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8740117.000000 Penalty: 5328.852051
	Iteration 34Q: 3 clusters Score -8740117 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44990 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8740133.000000 Penalty: 5328.852051
	Iteration 35Q: 3 clusters Score -8740133 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44997 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8740125.000000 Penalty: 5328.852051
	Iteration 36Q: 3 clusters Score -8740125 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44999 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -8740133.000000 Penalty: 5328.852051
	Iteration 37Q: 3 clusters Score -8740133 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8740143.000000 Penalty: 5328.852051
	Iteration 38Q: 3 clusters Score -8740143 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8740144.000000 Penalty: 5328.852051
	Iteration 39Q: 3 clusters Score -8740144 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8740148.000000 Penalty: 5328.852051
	Iteration 40F: 3 clusters Score -8740148 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45002 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -8740150.000000 Penalty: 5328.852051
	Iteration 41Q: 3 clusters Score -8740150 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8740143.000000 Penalty: 5328.852051
	Iteration 42Q: 3 clusters Score -8740143 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45003 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8740143.000000 Penalty: 5328.852051
	Iteration 43F: 3 clusters Score -8740143 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Entering Unmasked Estep 
Score: -89806.507812 Penalty: 1541.222778
	Iteration 0F: 2 clusters Score -89806.51 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -88368.578125 Penalty: 3082.445557
	Iteration 0F: 3 clusters Score -88368.58 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -88648.132812 Penalty: 3082.445557
	Iteration 1F: 3 clusters Score -88648.13 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -88855.781250 Penalty: 3082.445557
	Iteration 2F: 3 clusters Score -88855.78 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -89037.945312 Penalty: 3082.445557
	Iteration 3F: 3 clusters Score -89037.95 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -89219.539062 Penalty: 3082.445557
	Iteration 4F: 3 clusters Score -89219.54 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -89403.976562 Penalty: 3082.445557
	Iteration 5Q: 3 clusters Score -89403.98 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -89511.523438 Penalty: 3082.445557
	Iteration 6Q: 3 clusters Score -89511.52 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -89528.757812 Penalty: 3082.445557
	Iteration 7Q: 3 clusters Score -89528.76 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -89551.648438 Penalty: 3082.445557
	Iteration 8Q: 3 clusters Score -89551.65 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -89566.148438 Penalty: 3082.445557
	Iteration 9Q: 3 clusters Score -89566.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -89616.250000 Penalty: 3082.445557
	Iteration 10Q: 3 clusters Score -89616.25 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -89675.257812 Penalty: 3082.445557
	Iteration 11Q: 3 clusters Score -89675.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -89690.812500 Penalty: 3082.445557
	Iteration 12Q: 3 clusters Score -89690.81 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -89705.117188 Penalty: 3082.445557
	Iteration 13Q: 3 clusters Score -89705.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -89706.648438 Penalty: 3082.445557
	Iteration 14Q: 3 clusters Score -89706.65 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -89706.648438 Penalty: 3082.445557
	Iteration 15F: 3 clusters Score -89706.65 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -151752.640625 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -151752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -149934.140625 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -149934.1 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -150185.703125 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -150185.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -150275.296875 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -150275.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -150313.984375 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -150314 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -150337.093750 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -150337.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -150348.750000 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -150348.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -150362.593750 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -150362.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -150381.234375 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -150381.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -150400.250000 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -150400.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -150416.578125 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -150416.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -150433.312500 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -150433.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -150483.515625 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -150483.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -150510.562500 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -150510.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -150557.265625 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -150557.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -150596.843750 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -150596.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -150636.796875 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -150636.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150679.984375 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -150680 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -150709.203125 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -150709.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -150736.062500 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -150736.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -150749.640625 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -150749.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -150770.187500 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -150770.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -150787.937500 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -150787.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150796.921875 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -150796.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150806.656250 Penalty: 3344.468994
	Iteration 23Q: 3 clusters Score -150806.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150814.515625 Penalty: 3344.468994
	Iteration 24Q: 3 clusters Score -150814.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -150821.984375 Penalty: 3344.468994
	Iteration 25Q: 3 clusters Score -150822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -150828.734375 Penalty: 3344.468994
	Iteration 26Q: 3 clusters Score -150828.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -150837.640625 Penalty: 3344.468994
	Iteration 27Q: 3 clusters Score -150837.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -150853.734375 Penalty: 3344.468994
	Iteration 28Q: 3 clusters Score -150853.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -150875.703125 Penalty: 3344.468994
	Iteration 29Q: 3 clusters Score -150875.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -150886.406250 Penalty: 3344.468994
	Iteration 30Q: 3 clusters Score -150886.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -150896.953125 Penalty: 3344.468994
	Iteration 31Q: 3 clusters Score -150897 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150904.890625 Penalty: 3344.468994
	Iteration 32Q: 3 clusters Score -150904.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150909.828125 Penalty: 3344.468994
	Iteration 33Q: 3 clusters Score -150909.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -150912.437500 Penalty: 3344.468994
	Iteration 34Q: 3 clusters Score -150912.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -150913.796875 Penalty: 3344.468994
	Iteration 35Q: 3 clusters Score -150913.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -150913.796875 Penalty: 3344.468994
	Iteration 36F: 3 clusters Score -150913.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24868 members 
Entering Unmasked Estep 
Score: -5016151.000000 Penalty: 2510.091553
	Iteration 0F: 2 clusters Score -5016151 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -5000033.000000 Penalty: 5020.183105
	Iteration 0F: 3 clusters Score -5000033 nChanged 11250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 10805 members 
Entering Unmasked Estep 
Score: -5006311.000000 Penalty: 5020.183105
	Iteration 1F: 3 clusters Score -5006311 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14918 members 
Mstep: Class 2 contains 9950 members 
Entering Unmasked Estep 
Score: -5006992.500000 Penalty: 5020.183105
	Iteration 2F: 3 clusters Score -5006992 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16050 members 
Mstep: Class 2 contains 8818 members 
Entering Unmasked Estep 
Score: -5007750.000000 Penalty: 5020.183105
	Iteration 3F: 3 clusters Score -5007750 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -5008606.000000 Penalty: 5020.183105
	Iteration 4F: 3 clusters Score -5008606 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18846 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -5009508.500000 Penalty: 5020.183105
	Iteration 5F: 3 clusters Score -5009508 nChanged 1527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20315 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -5010505.500000 Penalty: 5020.183105
	Iteration 6F: 3 clusters Score -5010506 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21661 members 
Mstep: Class 2 contains 3207 members 
Entering Unmasked Estep 
Score: -5011575.000000 Penalty: 5020.183105
	Iteration 7F: 3 clusters Score -5011575 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22766 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -5012453.000000 Penalty: 5020.183105
	Iteration 8Q: 3 clusters Score -5012453 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5013087.000000 Penalty: 5020.183105
	Iteration 9Q: 3 clusters Score -5013087 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24014 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5013418.000000 Penalty: 5020.183105
	Iteration 10Q: 3 clusters Score -5013418 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5013617.500000 Penalty: 5020.183105
	Iteration 11Q: 3 clusters Score -5013618 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24334 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5013721.000000 Penalty: 5020.183105
	Iteration 12Q: 3 clusters Score -5013721 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24387 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5013782.500000 Penalty: 5020.183105
	Iteration 13Q: 3 clusters Score -5013782 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -5013825.000000 Penalty: 5020.183105
	Iteration 14Q: 3 clusters Score -5013825 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24447 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -5013839.500000 Penalty: 5020.183105
	Iteration 15Q: 3 clusters Score -5013840 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -5013865.000000 Penalty: 5020.183105
	Iteration 16Q: 3 clusters Score -5013865 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24485 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -5013883.500000 Penalty: 5020.183105
	Iteration 17Q: 3 clusters Score -5013884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24492 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -5013884.500000 Penalty: 5020.183105
	Iteration 18Q: 3 clusters Score -5013884 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24499 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5013889.500000 Penalty: 5020.183105
	Iteration 19Q: 3 clusters Score -5013890 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24502 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -5013904.500000 Penalty: 5020.183105
	Iteration 20F: 3 clusters Score -5013904 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24506 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -5013909.000000 Penalty: 5020.183105
	Iteration 21Q: 3 clusters Score -5013909 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5013909.000000 Penalty: 5020.183105
	Iteration 22Q: 3 clusters Score -5013909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24507 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -5013909.000000 Penalty: 5020.183105
	Iteration 23F: 3 clusters Score -5013909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40580 members 
Entering Unmasked Estep 
Score: -7744581.000000 Penalty: 2631.535645
	Iteration 0F: 2 clusters Score -7744581 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 20146 members 
Entering Unmasked Estep 
Score: -7718637.500000 Penalty: 5263.071289
	Iteration 0F: 3 clusters Score -7718638 nChanged 18633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21645 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -7729164.500000 Penalty: 5263.071289
	Iteration 1F: 3 clusters Score -7729164 nChanged 2137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -7730191.500000 Penalty: 5263.071289
	Iteration 2F: 3 clusters Score -7730192 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -7731697.000000 Penalty: 5263.071289
	Iteration 3F: 3 clusters Score -7731697 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -7733789.000000 Penalty: 5263.071289
	Iteration 4F: 3 clusters Score -7733789 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 13193 members 
Entering Unmasked Estep 
Score: -7736605.500000 Penalty: 5263.071289
	Iteration 5F: 3 clusters Score -7736606 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29421 members 
Mstep: Class 2 contains 11159 members 
Entering Unmasked Estep 
Score: -7739998.000000 Penalty: 5263.071289
	Iteration 6F: 3 clusters Score -7739998 nChanged 2528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 9981 members 
Entering Unmasked Estep 
Score: -7742803.500000 Penalty: 5263.071289
	Iteration 7F: 3 clusters Score -7742804 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30964 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -7743749.500000 Penalty: 5263.071289
	Iteration 8Q: 3 clusters Score -7743750 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -7743954.000000 Penalty: 5263.071289
	Iteration 9Q: 3 clusters Score -7743954 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 9343 members 
Entering Unmasked Estep 
Score: -7744056.000000 Penalty: 5263.071289
	Iteration 10Q: 3 clusters Score -7744056 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31341 members 
Mstep: Class 2 contains 9239 members 
Entering Unmasked Estep 
Score: -7744111.000000 Penalty: 5263.071289
	Iteration 11Q: 3 clusters Score -7744111 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31423 members 
Mstep: Class 2 contains 9157 members 
Entering Unmasked Estep 
Score: -7744123.000000 Penalty: 5263.071289
	Iteration 12Q: 3 clusters Score -7744123 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31484 members 
Mstep: Class 2 contains 9096 members 
Entering Unmasked Estep 
Score: -7744156.000000 Penalty: 5263.071289
	Iteration 13Q: 3 clusters Score -7744156 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 9033 members 
Entering Unmasked Estep 
Score: -7744177.500000 Penalty: 5263.071289
	Iteration 14Q: 3 clusters Score -7744178 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -7744169.000000 Penalty: 5263.071289
	Iteration 15Q: 3 clusters Score -7744169 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31627 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -7744165.000000 Penalty: 5263.071289
	Iteration 16Q: 3 clusters Score -7744165 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31653 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -7744176.500000 Penalty: 5263.071289
	Iteration 17Q: 3 clusters Score -7744176 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31664 members 
Mstep: Class 2 contains 8916 members 
Entering Unmasked Estep 
Score: -7744178.500000 Penalty: 5263.071289
	Iteration 18Q: 3 clusters Score -7744178 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -7744183.500000 Penalty: 5263.071289
	Iteration 19Q: 3 clusters Score -7744184 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -7744180.000000 Penalty: 5263.071289
	Iteration 20F: 3 clusters Score -7744180 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -7744177.500000 Penalty: 5263.071289
	Iteration 21Q: 3 clusters Score -7744178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -7744177.500000 Penalty: 5263.071289
	Iteration 22Q: 3 clusters Score -7744178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31675 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -7744181.500000 Penalty: 5263.071289
	Iteration 23Q: 3 clusters Score -7744182 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31674 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -7744182.500000 Penalty: 5263.071289
	Iteration 24Q: 3 clusters Score -7744182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31676 members 
Mstep: Class 2 contains 8904 members 
Entering Unmasked Estep 
Score: -7744183.500000 Penalty: 5263.071289
	Iteration 25Q: 3 clusters Score -7744184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 8903 members 
Entering Unmasked Estep 
Score: -7744171.000000 Penalty: 5263.071289
	Iteration 26Q: 3 clusters Score -7744171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 8901 members 
Entering Unmasked Estep 
Score: -7744174.500000 Penalty: 5263.071289
	Iteration 27Q: 3 clusters Score -7744174 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31683 members 
Mstep: Class 2 contains 8897 members 
Entering Unmasked Estep 
Score: -7744178.000000 Penalty: 5263.071289
	Iteration 28Q: 3 clusters Score -7744178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31684 members 
Mstep: Class 2 contains 8896 members 
Entering Unmasked Estep 
Score: -7744177.500000 Penalty: 5263.071289
	Iteration 29Q: 3 clusters Score -7744178 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -7744174.000000 Penalty: 5263.071289
	Iteration 30Q: 3 clusters Score -7744174 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 8895 members 
Entering Unmasked Estep 
Score: -7744174.000000 Penalty: 5263.071289
	Iteration 31F: 3 clusters Score -7744174 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (18151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18151 members 
Entering Unmasked Estep 
Score: -3355339.750000 Penalty: 2432.007324
	Iteration 0F: 2 clusters Score -3355340 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9204 members 
Mstep: Class 2 contains 8947 members 
Entering Unmasked Estep 
Score: -3342469.500000 Penalty: 4864.014648
	Iteration 0F: 3 clusters Score -3342470 nChanged 8040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9666 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3346783.750000 Penalty: 4864.014648
	Iteration 1F: 3 clusters Score -3346784 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 8205 members 
Entering Unmasked Estep 
Score: -3347255.000000 Penalty: 4864.014648
	Iteration 2F: 3 clusters Score -3347255 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10300 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -3347635.500000 Penalty: 4864.014648
	Iteration 3Q: 3 clusters Score -3347636 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10744 members 
Mstep: Class 2 contains 7407 members 
Entering Unmasked Estep 
Score: -3348045.000000 Penalty: 4864.014648
	Iteration 4Q: 3 clusters Score -3348045 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11346 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3348485.500000 Penalty: 4864.014648
	Iteration 5Q: 3 clusters Score -3348486 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12156 members 
Mstep: Class 2 contains 5995 members 
Entering Unmasked Estep 
Score: -3349065.000000 Penalty: 4864.014648
	Iteration 6F: 3 clusters Score -3349065 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13041 members 
Mstep: Class 2 contains 5110 members 
Entering Unmasked Estep 
Score: -3349722.250000 Penalty: 4864.014648
	Iteration 7F: 3 clusters Score -3349722 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13950 members 
Mstep: Class 2 contains 4201 members 
Entering Unmasked Estep 
Score: -3350402.250000 Penalty: 4864.014648
	Iteration 8F: 3 clusters Score -3350402 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14763 members 
Mstep: Class 2 contains 3388 members 
Entering Unmasked Estep 
Score: -3351087.750000 Penalty: 4864.014648
	Iteration 9Q: 3 clusters Score -3351088 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15443 members 
Mstep: Class 2 contains 2708 members 
Entering Unmasked Estep 
Score: -3351714.250000 Penalty: 4864.014648
	Iteration 10Q: 3 clusters Score -3351714 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15944 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3352187.000000 Penalty: 4864.014648
	Iteration 11Q: 3 clusters Score -3352187 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -3352498.500000 Penalty: 4864.014648
	Iteration 12Q: 3 clusters Score -3352498 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -3352709.500000 Penalty: 4864.014648
	Iteration 13Q: 3 clusters Score -3352710 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -3352822.000000 Penalty: 4864.014648
	Iteration 14Q: 3 clusters Score -3352822 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16821 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -3352908.000000 Penalty: 4864.014648
	Iteration 15Q: 3 clusters Score -3352908 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -3352979.250000 Penalty: 4864.014648
	Iteration 16Q: 3 clusters Score -3352979 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3353006.750000 Penalty: 4864.014648
	Iteration 17Q: 3 clusters Score -3353007 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -3353042.500000 Penalty: 4864.014648
	Iteration 18Q: 3 clusters Score -3353042 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17112 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -3353071.250000 Penalty: 4864.014648
	Iteration 19Q: 3 clusters Score -3353071 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 991 members 
Entering Unmasked Estep 
Score: -3353102.250000 Penalty: 4864.014648
	Iteration 20F: 3 clusters Score -3353102 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -3353131.000000 Penalty: 4864.014648
	Iteration 21Q: 3 clusters Score -3353131 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3353150.000000 Penalty: 4864.014648
	Iteration 22Q: 3 clusters Score -3353150 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17279 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -3353170.000000 Penalty: 4864.014648
	Iteration 23Q: 3 clusters Score -3353170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3353182.000000 Penalty: 4864.014648
	Iteration 24Q: 3 clusters Score -3353182 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3353186.000000 Penalty: 4864.014648
	Iteration 25Q: 3 clusters Score -3353186 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17327 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3353190.500000 Penalty: 4864.014648
	Iteration 26Q: 3 clusters Score -3353190 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17341 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3353203.250000 Penalty: 4864.014648
	Iteration 27Q: 3 clusters Score -3353203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -3353198.750000 Penalty: 4864.014648
	Iteration 28Q: 3 clusters Score -3353199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3353207.250000 Penalty: 4864.014648
	Iteration 29Q: 3 clusters Score -3353207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -3353210.750000 Penalty: 4864.014648
	Iteration 30Q: 3 clusters Score -3353211 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3353204.250000 Penalty: 4864.014648
	Iteration 31Q: 3 clusters Score -3353204 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3353208.000000 Penalty: 4864.014648
	Iteration 32Q: 3 clusters Score -3353208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3353213.500000 Penalty: 4864.014648
	Iteration 33Q: 3 clusters Score -3353214 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3353212.000000 Penalty: 4864.014648
	Iteration 34Q: 3 clusters Score -3353212 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3353211.500000 Penalty: 4864.014648
	Iteration 35Q: 3 clusters Score -3353212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3353214.000000 Penalty: 4864.014648
	Iteration 36Q: 3 clusters Score -3353214 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3353215.750000 Penalty: 4864.014648
	Iteration 37Q: 3 clusters Score -3353216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3353214.500000 Penalty: 4864.014648
	Iteration 38Q: 3 clusters Score -3353214 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17369 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -3353214.500000 Penalty: 4864.014648
	Iteration 39F: 3 clusters Score -3353214 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Entering Unmasked Estep 
Score: -5678352.500000 Penalty: 2555.750732
	Iteration 0F: 2 clusters Score -5678352 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 14964 members 
Entering Unmasked Estep 
Score: -5658216.000000 Penalty: 5111.501465
	Iteration 0F: 3 clusters Score -5658216 nChanged 13433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14660 members 
Mstep: Class 2 contains 15235 members 
Entering Unmasked Estep 
Score: -5665326.500000 Penalty: 5111.501465
	Iteration 1F: 3 clusters Score -5665326 nChanged 1271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5665689.500000 Penalty: 5111.501465
	Iteration 2Q: 3 clusters Score -5665690 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14120 members 
Mstep: Class 2 contains 15775 members 
Entering Unmasked Estep 
Score: -5665972.000000 Penalty: 5111.501465
	Iteration 3Q: 3 clusters Score -5665972 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 16194 members 
Entering Unmasked Estep 
Score: -5666238.500000 Penalty: 5111.501465
	Iteration 4Q: 3 clusters Score -5666238 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 16736 members 
Entering Unmasked Estep 
Score: -5666514.500000 Penalty: 5111.501465
	Iteration 5Q: 3 clusters Score -5666514 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12403 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5666839.000000 Penalty: 5111.501465
	Iteration 6Q: 3 clusters Score -5666839 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11435 members 
Mstep: Class 2 contains 18460 members 
Entering Unmasked Estep 
Score: -5667341.000000 Penalty: 5111.501465
	Iteration 7Q: 3 clusters Score -5667341 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -5667999.500000 Penalty: 5111.501465
	Iteration 8Q: 3 clusters Score -5668000 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8547 members 
Mstep: Class 2 contains 21348 members 
Entering Unmasked Estep 
Score: -5669078.500000 Penalty: 5111.501465
	Iteration 9F: 3 clusters Score -5669078 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 23284 members 
Entering Unmasked Estep 
Score: -5670549.000000 Penalty: 5111.501465
	Iteration 10F: 3 clusters Score -5670549 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 25279 members 
Entering Unmasked Estep 
Score: -5672214.500000 Penalty: 5111.501465
	Iteration 11F: 3 clusters Score -5672214 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 26967 members 
Entering Unmasked Estep 
Score: -5673689.500000 Penalty: 5111.501465
	Iteration 12F: 3 clusters Score -5673690 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 28178 members 
Entering Unmasked Estep 
Score: -5674765.000000 Penalty: 5111.501465
	Iteration 13Q: 3 clusters Score -5674765 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 28839 members 
Entering Unmasked Estep 
Score: -5675342.500000 Penalty: 5111.501465
	Iteration 14Q: 3 clusters Score -5675342 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 29173 members 
Entering Unmasked Estep 
Score: -5675639.500000 Penalty: 5111.501465
	Iteration 15Q: 3 clusters Score -5675640 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 29337 members 
Entering Unmasked Estep 
Score: -5675808.500000 Penalty: 5111.501465
	Iteration 16Q: 3 clusters Score -5675808 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 29425 members 
Entering Unmasked Estep 
Score: -5675893.500000 Penalty: 5111.501465
	Iteration 17Q: 3 clusters Score -5675894 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 29457 members 
Entering Unmasked Estep 
Score: -5675930.500000 Penalty: 5111.501465
	Iteration 18Q: 3 clusters Score -5675930 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -5675961.500000 Penalty: 5111.501465
	Iteration 19Q: 3 clusters Score -5675962 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 29502 members 
Entering Unmasked Estep 
Score: -5675995.000000 Penalty: 5111.501465
	Iteration 20F: 3 clusters Score -5675995 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -5676001.500000 Penalty: 5111.501465
	Iteration 21Q: 3 clusters Score -5676002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
Score: -5676027.500000 Penalty: 5111.501465
	Iteration 22Q: 3 clusters Score -5676028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29534 members 
Entering Unmasked Estep 
Score: -5676039.000000 Penalty: 5111.501465
	Iteration 23Q: 3 clusters Score -5676039 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 29543 members 
Entering Unmasked Estep 
Score: -5676059.500000 Penalty: 5111.501465
	Iteration 24Q: 3 clusters Score -5676060 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -5676077.000000 Penalty: 5111.501465
	Iteration 25Q: 3 clusters Score -5676077 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 29557 members 
Entering Unmasked Estep 
Score: -5676081.500000 Penalty: 5111.501465
	Iteration 26Q: 3 clusters Score -5676082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -5676102.000000 Penalty: 5111.501465
	Iteration 27Q: 3 clusters Score -5676102 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 29560 members 
Entering Unmasked Estep 
Score: -5676107.500000 Penalty: 5111.501465
	Iteration 28Q: 3 clusters Score -5676108 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 29562 members 
Entering Unmasked Estep 
Score: -5676112.500000 Penalty: 5111.501465
	Iteration 29Q: 3 clusters Score -5676112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -5676117.000000 Penalty: 5111.501465
	Iteration 30Q: 3 clusters Score -5676117 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 29563 members 
Entering Unmasked Estep 
Score: -5676117.000000 Penalty: 5111.501465
	Iteration 31F: 3 clusters Score -5676117 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (2411 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Entering Unmasked Estep 
Score: -461671.875000 Penalty: 1931.373657
	Iteration 0F: 2 clusters Score -461671.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -458780.093750 Penalty: 3862.747314
	Iteration 0F: 3 clusters Score -458780.1 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -459338.968750 Penalty: 3862.747314
	Iteration 1F: 3 clusters Score -459339 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -459468.281250 Penalty: 3862.747314
	Iteration 2F: 3 clusters Score -459468.3 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -459540.500000 Penalty: 3862.747314
	Iteration 3Q: 3 clusters Score -459540.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -459586.468750 Penalty: 3862.747314
	Iteration 4Q: 3 clusters Score -459586.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -459615.406250 Penalty: 3862.747314
	Iteration 5Q: 3 clusters Score -459615.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -459640.593750 Penalty: 3862.747314
	Iteration 6Q: 3 clusters Score -459640.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -459653.281250 Penalty: 3862.747314
	Iteration 7Q: 3 clusters Score -459653.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -459664.656250 Penalty: 3862.747314
	Iteration 8Q: 3 clusters Score -459664.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -459670.937500 Penalty: 3862.747314
	Iteration 9Q: 3 clusters Score -459670.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -459675.437500 Penalty: 3862.747314
	Iteration 10Q: 3 clusters Score -459675.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -459679.562500 Penalty: 3862.747314
	Iteration 11Q: 3 clusters Score -459679.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -459686.781250 Penalty: 3862.747314
	Iteration 12Q: 3 clusters Score -459686.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -459690.187500 Penalty: 3862.747314
	Iteration 13Q: 3 clusters Score -459690.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -459690.437500 Penalty: 3862.747314
	Iteration 14Q: 3 clusters Score -459690.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -459691.593750 Penalty: 3862.747314
	Iteration 15Q: 3 clusters Score -459691.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -459693.750000 Penalty: 3862.747314
	Iteration 16Q: 3 clusters Score -459693.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -459695.093750 Penalty: 3862.747314
	Iteration 17Q: 3 clusters Score -459695.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -459694.718750 Penalty: 3862.747314
	Iteration 18Q: 3 clusters Score -459694.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -459696.062500 Penalty: 3862.747314
	Iteration 19Q: 3 clusters Score -459696.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -459696.937500 Penalty: 3862.747314
	Iteration 20F: 3 clusters Score -459696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -459697.906250 Penalty: 3862.747314
	Iteration 21Q: 3 clusters Score -459697.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -459699.625000 Penalty: 3862.747314
	Iteration 22Q: 3 clusters Score -459699.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -459698.781250 Penalty: 3862.747314
	Iteration 23Q: 3 clusters Score -459698.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -459699.531250 Penalty: 3862.747314
	Iteration 24Q: 3 clusters Score -459699.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -459699.531250 Penalty: 3862.747314
	Iteration 25F: 3 clusters Score -459699.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -31620.642578 Penalty: 1329.600464
	Iteration 0F: 2 clusters Score -31620.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30563.837891 Penalty: 2659.200928
	Iteration 0F: 3 clusters Score -30563.84 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30636.894531 Penalty: 2659.200928
	Iteration 1F: 3 clusters Score -30636.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30676.947266 Penalty: 2659.200928
	Iteration 2Q: 3 clusters Score -30676.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -30676.947266 Penalty: 2659.200928
	Iteration 3F: 3 clusters Score -30676.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (48499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48499 members 
Entering Unmasked Estep 
Score: -9336915.000000 Penalty: 2675.745850
	Iteration 0F: 2 clusters Score -9336915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 24409 members 
Entering Unmasked Estep 
Score: -9310592.000000 Penalty: 5351.491699
	Iteration 0F: 3 clusters Score -9310592 nChanged 22552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 25051 members 
Entering Unmasked Estep 
Score: -9323224.000000 Penalty: 5351.491699
	Iteration 1F: 3 clusters Score -9323224 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -9324051.000000 Penalty: 5351.491699
	Iteration 2F: 3 clusters Score -9324051 nChanged 2627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -9325163.000000 Penalty: 5351.491699
	Iteration 3F: 3 clusters Score -9325163 nChanged 2711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23739 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -9326751.000000 Penalty: 5351.491699
	Iteration 4F: 3 clusters Score -9326751 nChanged 3074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24289 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -9329015.000000 Penalty: 5351.491699
	Iteration 5F: 3 clusters Score -9329015 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -9332207.000000 Penalty: 5351.491699
	Iteration 6F: 3 clusters Score -9332207 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -9334722.000000 Penalty: 5351.491699
	Iteration 7F: 3 clusters Score -9334722 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -9336117.000000 Penalty: 5351.491699
	Iteration 8Q: 3 clusters Score -9336117 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28134 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -9337151.000000 Penalty: 5351.491699
	Iteration 9Q: 3 clusters Score -9337151 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -9337799.000000 Penalty: 5351.491699
	Iteration 10Q: 3 clusters Score -9337799 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29310 members 
Mstep: Class 2 contains 19189 members 
Entering Unmasked Estep 
Score: -9338293.000000 Penalty: 5351.491699
	Iteration 11Q: 3 clusters Score -9338293 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29887 members 
Mstep: Class 2 contains 18612 members 
Entering Unmasked Estep 
Score: -9338663.000000 Penalty: 5351.491699
	Iteration 12Q: 3 clusters Score -9338663 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30432 members 
Mstep: Class 2 contains 18067 members 
Entering Unmasked Estep 
Score: -9338882.000000 Penalty: 5351.491699
	Iteration 13Q: 3 clusters Score -9338882 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
Score: -9338940.000000 Penalty: 5351.491699
	Iteration 14Q: 3 clusters Score -9338940 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -9339002.000000 Penalty: 5351.491699
	Iteration 15Q: 3 clusters Score -9339002 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31992 members 
Mstep: Class 2 contains 16507 members 
Entering Unmasked Estep 
Score: -9338990.000000 Penalty: 5351.491699
	Iteration 16Q: 3 clusters Score -9338990 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32317 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -9339052.000000 Penalty: 5351.491699
	Iteration 17Q: 3 clusters Score -9339052 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 15934 members 
Entering Unmasked Estep 
Score: -9339071.000000 Penalty: 5351.491699
	Iteration 18Q: 3 clusters Score -9339071 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -9339084.000000 Penalty: 5351.491699
	Iteration 19Q: 3 clusters Score -9339084 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32936 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -9339091.000000 Penalty: 5351.491699
	Iteration 20F: 3 clusters Score -9339091 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 15414 members 
Entering Unmasked Estep 
Score: -9339098.000000 Penalty: 5351.491699
	Iteration 21Q: 3 clusters Score -9339098 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -9339117.000000 Penalty: 5351.491699
	Iteration 22Q: 3 clusters Score -9339117 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33373 members 
Mstep: Class 2 contains 15126 members 
Entering Unmasked Estep 
Score: -9339101.000000 Penalty: 5351.491699
	Iteration 23Q: 3 clusters Score -9339101 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33531 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -9339054.000000 Penalty: 5351.491699
	Iteration 24Q: 3 clusters Score -9339054 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33733 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -9339059.000000 Penalty: 5351.491699
	Iteration 25Q: 3 clusters Score -9339059 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 14569 members 
Entering Unmasked Estep 
Score: -9339031.000000 Penalty: 5351.491699
	Iteration 26Q: 3 clusters Score -9339031 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34150 members 
Mstep: Class 2 contains 14349 members 
Entering Unmasked Estep 
Score: -9338993.000000 Penalty: 5351.491699
	Iteration 27Q: 3 clusters Score -9338993 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34280 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -9339027.000000 Penalty: 5351.491699
	Iteration 28Q: 3 clusters Score -9339027 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34367 members 
Mstep: Class 2 contains 14132 members 
Entering Unmasked Estep 
Score: -9338988.000000 Penalty: 5351.491699
	Iteration 29Q: 3 clusters Score -9338988 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34509 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -9338978.000000 Penalty: 5351.491699
	Iteration 30Q: 3 clusters Score -9338978 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -9338976.000000 Penalty: 5351.491699
	Iteration 31Q: 3 clusters Score -9338976 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34733 members 
Mstep: Class 2 contains 13766 members 
Entering Unmasked Estep 
Score: -9338976.000000 Penalty: 5351.491699
	Iteration 32Q: 3 clusters Score -9338976 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34901 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -9338972.000000 Penalty: 5351.491699
	Iteration 33Q: 3 clusters Score -9338972 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35060 members 
Mstep: Class 2 contains 13439 members 
Entering Unmasked Estep 
Score: -9338976.000000 Penalty: 5351.491699
	Iteration 34Q: 3 clusters Score -9338976 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35250 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -9338933.000000 Penalty: 5351.491699
	Iteration 35Q: 3 clusters Score -9338933 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35482 members 
Mstep: Class 2 contains 13017 members 
Entering Unmasked Estep 
Score: -9338877.000000 Penalty: 5351.491699
	Iteration 36Q: 3 clusters Score -9338877 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 12826 members 
Entering Unmasked Estep 
Score: -9338887.000000 Penalty: 5351.491699
	Iteration 37Q: 3 clusters Score -9338887 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35872 members 
Mstep: Class 2 contains 12627 members 
Entering Unmasked Estep 
Score: -9338847.000000 Penalty: 5351.491699
	Iteration 38Q: 3 clusters Score -9338847 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36080 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -9338810.000000 Penalty: 5351.491699
	Iteration 39Q: 3 clusters Score -9338810 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 12223 members 
Entering Unmasked Estep 
Score: -9338807.000000 Penalty: 5351.491699
	Iteration 40F: 3 clusters Score -9338807 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36446 members 
Mstep: Class 2 contains 12053 members 
Entering Unmasked Estep 
Score: -9338783.000000 Penalty: 5351.491699
	Iteration 41Q: 3 clusters Score -9338783 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36598 members 
Mstep: Class 2 contains 11901 members 
Entering Unmasked Estep 
Score: -9338768.000000 Penalty: 5351.491699
	Iteration 42Q: 3 clusters Score -9338768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36695 members 
Mstep: Class 2 contains 11804 members 
Entering Unmasked Estep 
Score: -9338761.000000 Penalty: 5351.491699
	Iteration 43Q: 3 clusters Score -9338761 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36787 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -9338759.000000 Penalty: 5351.491699
	Iteration 44Q: 3 clusters Score -9338759 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36882 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -9338742.000000 Penalty: 5351.491699
	Iteration 45Q: 3 clusters Score -9338742 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36986 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -9338739.000000 Penalty: 5351.491699
	Iteration 46Q: 3 clusters Score -9338739 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -9338730.000000 Penalty: 5351.491699
	Iteration 47Q: 3 clusters Score -9338730 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -9338718.000000 Penalty: 5351.491699
	Iteration 48Q: 3 clusters Score -9338718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37138 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -9338707.000000 Penalty: 5351.491699
	Iteration 49Q: 3 clusters Score -9338707 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37170 members 
Mstep: Class 2 contains 11329 members 
Entering Unmasked Estep 
Score: -9338677.000000 Penalty: 5351.491699
	Iteration 50Q: 3 clusters Score -9338677 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37195 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -9338674.000000 Penalty: 5351.491699
	Iteration 51Q: 3 clusters Score -9338674 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37216 members 
Mstep: Class 2 contains 11283 members 
Entering Unmasked Estep 
Score: -9338650.000000 Penalty: 5351.491699
	Iteration 52Q: 3 clusters Score -9338650 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37235 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -9338668.000000 Penalty: 5351.491699
	Iteration 53Q: 3 clusters Score -9338668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37249 members 
Mstep: Class 2 contains 11250 members 
Entering Unmasked Estep 
Score: -9338657.000000 Penalty: 5351.491699
	Iteration 54Q: 3 clusters Score -9338657 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37263 members 
Mstep: Class 2 contains 11236 members 
Entering Unmasked Estep 
Score: -9338660.000000 Penalty: 5351.491699
	Iteration 55Q: 3 clusters Score -9338660 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37275 members 
Mstep: Class 2 contains 11224 members 
Entering Unmasked Estep 
Score: -9338652.000000 Penalty: 5351.491699
	Iteration 56Q: 3 clusters Score -9338652 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37297 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -9338639.000000 Penalty: 5351.491699
	Iteration 57Q: 3 clusters Score -9338639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37307 members 
Mstep: Class 2 contains 11192 members 
Entering Unmasked Estep 
Score: -9338645.000000 Penalty: 5351.491699
	Iteration 58Q: 3 clusters Score -9338645 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37320 members 
Mstep: Class 2 contains 11179 members 
Entering Unmasked Estep 
Score: -9338646.000000 Penalty: 5351.491699
	Iteration 59Q: 3 clusters Score -9338646 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37333 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -9338642.000000 Penalty: 5351.491699
	Iteration 60F: 3 clusters Score -9338642 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37346 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -9338616.000000 Penalty: 5351.491699
	Iteration 61Q: 3 clusters Score -9338616 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37370 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -9338599.000000 Penalty: 5351.491699
	Iteration 62Q: 3 clusters Score -9338599 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37387 members 
Mstep: Class 2 contains 11112 members 
Entering Unmasked Estep 
Score: -9338605.000000 Penalty: 5351.491699
	Iteration 63Q: 3 clusters Score -9338605 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37405 members 
Mstep: Class 2 contains 11094 members 
Entering Unmasked Estep 
Score: -9338615.000000 Penalty: 5351.491699
	Iteration 64Q: 3 clusters Score -9338615 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 11071 members 
Entering Unmasked Estep 
Score: -9338603.000000 Penalty: 5351.491699
	Iteration 65Q: 3 clusters Score -9338603 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -9338585.000000 Penalty: 5351.491699
	Iteration 66Q: 3 clusters Score -9338585 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37440 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -9338567.000000 Penalty: 5351.491699
	Iteration 67Q: 3 clusters Score -9338567 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37446 members 
Mstep: Class 2 contains 11053 members 
Entering Unmasked Estep 
Score: -9338572.000000 Penalty: 5351.491699
	Iteration 68Q: 3 clusters Score -9338572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37459 members 
Mstep: Class 2 contains 11040 members 
Entering Unmasked Estep 
Score: -9338573.000000 Penalty: 5351.491699
	Iteration 69Q: 3 clusters Score -9338573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37470 members 
Mstep: Class 2 contains 11029 members 
Entering Unmasked Estep 
Score: -9338565.000000 Penalty: 5351.491699
	Iteration 70Q: 3 clusters Score -9338565 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37479 members 
Mstep: Class 2 contains 11020 members 
Entering Unmasked Estep 
Score: -9338561.000000 Penalty: 5351.491699
	Iteration 71Q: 3 clusters Score -9338561 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -9338558.000000 Penalty: 5351.491699
	Iteration 72Q: 3 clusters Score -9338558 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37496 members 
Mstep: Class 2 contains 11003 members 
Entering Unmasked Estep 
Score: -9338546.000000 Penalty: 5351.491699
	Iteration 73Q: 3 clusters Score -9338546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37506 members 
Mstep: Class 2 contains 10993 members 
Entering Unmasked Estep 
Score: -9338543.000000 Penalty: 5351.491699
	Iteration 74Q: 3 clusters Score -9338543 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 10976 members 
Entering Unmasked Estep 
Score: -9338548.000000 Penalty: 5351.491699
	Iteration 75Q: 3 clusters Score -9338548 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 10960 members 
Entering Unmasked Estep 
Score: -9338543.000000 Penalty: 5351.491699
	Iteration 76Q: 3 clusters Score -9338543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37549 members 
Mstep: Class 2 contains 10950 members 
Entering Unmasked Estep 
Score: -9338530.000000 Penalty: 5351.491699
	Iteration 77Q: 3 clusters Score -9338530 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 10940 members 
Entering Unmasked Estep 
Score: -9338524.000000 Penalty: 5351.491699
	Iteration 78Q: 3 clusters Score -9338524 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37580 members 
Mstep: Class 2 contains 10919 members 
Entering Unmasked Estep 
Score: -9338524.000000 Penalty: 5351.491699
	Iteration 79Q: 3 clusters Score -9338524 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 10910 members 
Entering Unmasked Estep 
Score: -9338529.000000 Penalty: 5351.491699
	Iteration 80F: 3 clusters Score -9338529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37596 members 
Mstep: Class 2 contains 10903 members 
Entering Unmasked Estep 
Score: -9338533.000000 Penalty: 5351.491699
	Iteration 81Q: 3 clusters Score -9338533 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37604 members 
Mstep: Class 2 contains 10895 members 
Entering Unmasked Estep 
Score: -9338542.000000 Penalty: 5351.491699
	Iteration 82Q: 3 clusters Score -9338542 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 10886 members 
Entering Unmasked Estep 
Score: -9338534.000000 Penalty: 5351.491699
	Iteration 83Q: 3 clusters Score -9338534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37612 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -9338536.000000 Penalty: 5351.491699
	Iteration 84Q: 3 clusters Score -9338536 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37619 members 
Mstep: Class 2 contains 10880 members 
Entering Unmasked Estep 
Score: -9338536.000000 Penalty: 5351.491699
	Iteration 85Q: 3 clusters Score -9338536 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37628 members 
Mstep: Class 2 contains 10871 members 
Entering Unmasked Estep 
Score: -9338540.000000 Penalty: 5351.491699
	Iteration 86Q: 3 clusters Score -9338540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37633 members 
Mstep: Class 2 contains 10866 members 
Entering Unmasked Estep 
Score: -9338537.000000 Penalty: 5351.491699
	Iteration 87Q: 3 clusters Score -9338537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37641 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -9338522.000000 Penalty: 5351.491699
	Iteration 88Q: 3 clusters Score -9338522 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37638 members 
Mstep: Class 2 contains 10861 members 
Entering Unmasked Estep 
Score: -9338526.000000 Penalty: 5351.491699
	Iteration 89Q: 3 clusters Score -9338526 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37647 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -9338529.000000 Penalty: 5351.491699
	Iteration 90Q: 3 clusters Score -9338529 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37650 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -9338539.000000 Penalty: 5351.491699
	Iteration 91Q: 3 clusters Score -9338539 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -9338530.000000 Penalty: 5351.491699
	Iteration 92Q: 3 clusters Score -9338530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37651 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -9338530.000000 Penalty: 5351.491699
	Iteration 93F: 3 clusters Score -9338530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29333 members 
Mstep: Class 3 contains 47775 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 30925 members 
Mstep: Class 6 contains 28188 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47328 members 
Mstep: Class 9 contains 8286 members 
Mstep: Class 10 contains 21094 members 
Mstep: Class 11 contains 51923 members 
Mstep: Class 12 contains 70266 members 
Mstep: Class 13 contains 53126 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29267 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 29280 members 
Mstep: Class 18 contains 46335 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24868 members 
Mstep: Class 22 contains 40580 members 
Mstep: Class 23 contains 18151 members 
Mstep: Class 24 contains 29895 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 37651 members 
Mstep: Class 28 contains 22008 members 
Mstep: Class 29 contains 26520 members 
Mstep: Class 30 contains 59815 members 
Mstep: Class 31 contains 53839 members 
Mstep: Class 32 contains 66430 members 
Mstep: Class 33 contains 18441 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39533 members 
Mstep: Class 36 contains 46492 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30513 members 
Mstep: Class 40 contains 29971 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21715 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 16985 members 
Mstep: Class 50 contains 10848 members 
Entering Unmasked Estep 
Score: -207961952.000000 Penalty: 172675.859375
Splitting cluster 27 changes total score from -207962064.000000 to -207961952.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (22008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22008 members 
Entering Unmasked Estep 
Score: -4065458.750000 Penalty: 2479.791992
	Iteration 0F: 2 clusters Score -4065459 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 11083 members 
Entering Unmasked Estep 
Score: -4050038.250000 Penalty: 4959.583984
	Iteration 0F: 3 clusters Score -4050038 nChanged 9712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10593 members 
Mstep: Class 2 contains 11415 members 
Entering Unmasked Estep 
Score: -4055266.500000 Penalty: 4959.583984
	Iteration 1F: 3 clusters Score -4055266 nChanged 1125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10432 members 
Mstep: Class 2 contains 11576 members 
Entering Unmasked Estep 
Score: -4055671.750000 Penalty: 4959.583984
	Iteration 2F: 3 clusters Score -4055672 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10230 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -4056088.250000 Penalty: 4959.583984
	Iteration 3Q: 3 clusters Score -4056088 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -4056502.250000 Penalty: 4959.583984
	Iteration 4Q: 3 clusters Score -4056502 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 12335 members 
Entering Unmasked Estep 
Score: -4056952.750000 Penalty: 4959.583984
	Iteration 5Q: 3 clusters Score -4056953 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9353 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -4057412.000000 Penalty: 4959.583984
	Iteration 6Q: 3 clusters Score -4057412 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 13038 members 
Entering Unmasked Estep 
Score: -4057899.750000 Penalty: 4959.583984
	Iteration 7Q: 3 clusters Score -4057900 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8532 members 
Mstep: Class 2 contains 13476 members 
Entering Unmasked Estep 
Score: -4058363.750000 Penalty: 4959.583984
	Iteration 8Q: 3 clusters Score -4058364 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8053 members 
Mstep: Class 2 contains 13955 members 
Entering Unmasked Estep 
Score: -4058797.250000 Penalty: 4959.583984
	Iteration 9Q: 3 clusters Score -4058797 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7482 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -4059229.000000 Penalty: 4959.583984
	Iteration 10Q: 3 clusters Score -4059229 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6859 members 
Mstep: Class 2 contains 15149 members 
Entering Unmasked Estep 
Score: -4059633.250000 Penalty: 4959.583984
	Iteration 11Q: 3 clusters Score -4059633 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6170 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -4060053.250000 Penalty: 4959.583984
	Iteration 12Q: 3 clusters Score -4060053 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 16567 members 
Entering Unmasked Estep 
Score: -4060482.500000 Penalty: 4959.583984
	Iteration 13Q: 3 clusters Score -4060482 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4699 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -4060927.750000 Penalty: 4959.583984
	Iteration 14Q: 3 clusters Score -4060928 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Mstep: Class 2 contains 18045 members 
Entering Unmasked Estep 
Score: -4061351.000000 Penalty: 4959.583984
	Iteration 15Q: 3 clusters Score -4061351 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3296 members 
Mstep: Class 2 contains 18712 members 
Entering Unmasked Estep 
Score: -4061742.250000 Penalty: 4959.583984
	Iteration 16Q: 3 clusters Score -4061742 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2732 members 
Mstep: Class 2 contains 19276 members 
Entering Unmasked Estep 
Score: -4062082.000000 Penalty: 4959.583984
	Iteration 17Q: 3 clusters Score -4062082 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 19740 members 
Entering Unmasked Estep 
Score: -4062359.250000 Penalty: 4959.583984
	Iteration 18Q: 3 clusters Score -4062359 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -4062586.250000 Penalty: 4959.583984
	Iteration 19Q: 3 clusters Score -4062586 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -4062745.000000 Penalty: 4959.583984
	Iteration 20F: 3 clusters Score -4062745 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -4062862.500000 Penalty: 4959.583984
	Iteration 21Q: 3 clusters Score -4062862 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 20744 members 
Entering Unmasked Estep 
Score: -4062953.500000 Penalty: 4959.583984
	Iteration 22Q: 3 clusters Score -4062954 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 20866 members 
Entering Unmasked Estep 
Score: -4063029.750000 Penalty: 4959.583984
	Iteration 23Q: 3 clusters Score -4063030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -4063105.500000 Penalty: 4959.583984
	Iteration 24Q: 3 clusters Score -4063106 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21051 members 
Entering Unmasked Estep 
Score: -4063154.750000 Penalty: 4959.583984
	Iteration 25Q: 3 clusters Score -4063155 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -4063203.250000 Penalty: 4959.583984
	Iteration 26Q: 3 clusters Score -4063203 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -4063228.000000 Penalty: 4959.583984
	Iteration 27Q: 3 clusters Score -4063228 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -4063259.000000 Penalty: 4959.583984
	Iteration 28Q: 3 clusters Score -4063259 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -4063288.500000 Penalty: 4959.583984
	Iteration 29Q: 3 clusters Score -4063288 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 21273 members 
Entering Unmasked Estep 
Score: -4063308.750000 Penalty: 4959.583984
	Iteration 30Q: 3 clusters Score -4063309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -4063332.750000 Penalty: 4959.583984
	Iteration 31Q: 3 clusters Score -4063333 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -4063343.250000 Penalty: 4959.583984
	Iteration 32Q: 3 clusters Score -4063343 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -4063361.000000 Penalty: 4959.583984
	Iteration 33Q: 3 clusters Score -4063361 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -4063377.000000 Penalty: 4959.583984
	Iteration 34Q: 3 clusters Score -4063377 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -4063386.500000 Penalty: 4959.583984
	Iteration 35Q: 3 clusters Score -4063386 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -4063388.000000 Penalty: 4959.583984
	Iteration 36Q: 3 clusters Score -4063388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 21392 members 
Entering Unmasked Estep 
Score: -4063401.500000 Penalty: 4959.583984
	Iteration 37Q: 3 clusters Score -4063402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -4063406.000000 Penalty: 4959.583984
	Iteration 38Q: 3 clusters Score -4063406 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -4063408.000000 Penalty: 4959.583984
	Iteration 39Q: 3 clusters Score -4063408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 21398 members 
Entering Unmasked Estep 
Score: -4063412.250000 Penalty: 4959.583984
	Iteration 40F: 3 clusters Score -4063412 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -4063412.250000 Penalty: 4959.583984
	Iteration 41Q: 3 clusters Score -4063412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 21399 members 
Entering Unmasked Estep 
Score: -4063412.250000 Penalty: 4959.583984
	Iteration 42F: 3 clusters Score -4063412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26520 members 
Entering Unmasked Estep 
Score: -5239982.500000 Penalty: 2526.042236
	Iteration 0F: 2 clusters Score -5239982 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -5222016.500000 Penalty: 5052.084473
	Iteration 0F: 3 clusters Score -5222016 nChanged 11853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12457 members 
Mstep: Class 2 contains 14063 members 
Entering Unmasked Estep 
Score: -5228457.500000 Penalty: 5052.084473
	Iteration 1F: 3 clusters Score -5228458 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 14506 members 
Entering Unmasked Estep 
Score: -5228902.500000 Penalty: 5052.084473
	Iteration 2F: 3 clusters Score -5228902 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11453 members 
Mstep: Class 2 contains 15067 members 
Entering Unmasked Estep 
Score: -5229308.000000 Penalty: 5052.084473
	Iteration 3Q: 3 clusters Score -5229308 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10721 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -5229754.500000 Penalty: 5052.084473
	Iteration 4Q: 3 clusters Score -5229754 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 16752 members 
Entering Unmasked Estep 
Score: -5230265.500000 Penalty: 5052.084473
	Iteration 5Q: 3 clusters Score -5230266 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 17934 members 
Entering Unmasked Estep 
Score: -5230942.500000 Penalty: 5052.084473
	Iteration 6Q: 3 clusters Score -5230942 nChanged 1454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7180 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -5231825.000000 Penalty: 5052.084473
	Iteration 7F: 3 clusters Score -5231825 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 20927 members 
Entering Unmasked Estep 
Score: -5233009.000000 Penalty: 5052.084473
	Iteration 8F: 3 clusters Score -5233009 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 22552 members 
Entering Unmasked Estep 
Score: -5234306.500000 Penalty: 5052.084473
	Iteration 9F: 3 clusters Score -5234306 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 23923 members 
Entering Unmasked Estep 
Score: -5235513.000000 Penalty: 5052.084473
	Iteration 10F: 3 clusters Score -5235513 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 24940 members 
Entering Unmasked Estep 
Score: -5236418.500000 Penalty: 5052.084473
	Iteration 11Q: 3 clusters Score -5236418 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 25557 members 
Entering Unmasked Estep 
Score: -5236994.000000 Penalty: 5052.084473
	Iteration 12Q: 3 clusters Score -5236994 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 25855 members 
Entering Unmasked Estep 
Score: -5237312.000000 Penalty: 5052.084473
	Iteration 13Q: 3 clusters Score -5237312 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 25997 members 
Entering Unmasked Estep 
Score: -5237472.500000 Penalty: 5052.084473
	Iteration 14Q: 3 clusters Score -5237472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -5237562.000000 Penalty: 5052.084473
	Iteration 15Q: 3 clusters Score -5237562 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -5237629.500000 Penalty: 5052.084473
	Iteration 16Q: 3 clusters Score -5237630 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 26150 members 
Entering Unmasked Estep 
Score: -5237678.000000 Penalty: 5052.084473
	Iteration 17Q: 3 clusters Score -5237678 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -5237694.000000 Penalty: 5052.084473
	Iteration 18Q: 3 clusters Score -5237694 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 26168 members 
Entering Unmasked Estep 
Score: -5237705.500000 Penalty: 5052.084473
	Iteration 19Q: 3 clusters Score -5237706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
Score: -5237707.500000 Penalty: 5052.084473
	Iteration 20F: 3 clusters Score -5237708 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -5237706.000000 Penalty: 5052.084473
	Iteration 21Q: 3 clusters Score -5237706 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 26172 members 
Entering Unmasked Estep 
Score: -5237711.000000 Penalty: 5052.084473
	Iteration 22Q: 3 clusters Score -5237711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 26174 members 
Entering Unmasked Estep 
Score: -5237716.000000 Penalty: 5052.084473
	Iteration 23Q: 3 clusters Score -5237716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -5237716.500000 Penalty: 5052.084473
	Iteration 24Q: 3 clusters Score -5237716 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -5237722.500000 Penalty: 5052.084473
	Iteration 25Q: 3 clusters Score -5237722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
Score: -5237728.500000 Penalty: 5052.084473
	Iteration 26Q: 3 clusters Score -5237728 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -5237736.500000 Penalty: 5052.084473
	Iteration 27Q: 3 clusters Score -5237736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 26186 members 
Entering Unmasked Estep 
Score: -5237737.500000 Penalty: 5052.084473
	Iteration 28Q: 3 clusters Score -5237738 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -5237740.000000 Penalty: 5052.084473
	Iteration 29Q: 3 clusters Score -5237740 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 26188 members 
Entering Unmasked Estep 
Score: -5237738.000000 Penalty: 5052.084473
	Iteration 30Q: 3 clusters Score -5237738 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 26189 members 
Entering Unmasked Estep 
Score: -5237740.000000 Penalty: 5052.084473
	Iteration 31Q: 3 clusters Score -5237740 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 26190 members 
Entering Unmasked Estep 
Score: -5237739.000000 Penalty: 5052.084473
	Iteration 32Q: 3 clusters Score -5237739 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26192 members 
Entering Unmasked Estep 
Score: -5237743.000000 Penalty: 5052.084473
	Iteration 33Q: 3 clusters Score -5237743 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 26194 members 
Entering Unmasked Estep 
Score: -5237745.500000 Penalty: 5052.084473
	Iteration 34Q: 3 clusters Score -5237746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26195 members 
Entering Unmasked Estep 
Score: -5237746.000000 Penalty: 5052.084473
	Iteration 35Q: 3 clusters Score -5237746 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -5237745.500000 Penalty: 5052.084473
	Iteration 36Q: 3 clusters Score -5237746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 26196 members 
Entering Unmasked Estep 
Score: -5237745.500000 Penalty: 5052.084473
	Iteration 37F: 3 clusters Score -5237746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59815 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59815 members 
Entering Unmasked Estep 
Score: -11278923.000000 Penalty: 2727.754883
	Iteration 0F: 2 clusters Score -1.127892e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29978 members 
Mstep: Class 2 contains 29837 members 
Entering Unmasked Estep 
Score: -11242977.000000 Penalty: 5455.509766
	Iteration 0F: 3 clusters Score -1.124298e+07 nChanged 27856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30414 members 
Mstep: Class 2 contains 29401 members 
Entering Unmasked Estep 
Score: -11258189.000000 Penalty: 5455.509766
	Iteration 1F: 3 clusters Score -1.125819e+07 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 29222 members 
Entering Unmasked Estep 
Score: -11258705.000000 Penalty: 5455.509766
	Iteration 2Q: 3 clusters Score -1.12587e+07 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30855 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -11259229.000000 Penalty: 5455.509766
	Iteration 3Q: 3 clusters Score -1.125923e+07 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31286 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -11259701.000000 Penalty: 5455.509766
	Iteration 4Q: 3 clusters Score -1.12597e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31880 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -11260255.000000 Penalty: 5455.509766
	Iteration 5Q: 3 clusters Score -1.126026e+07 nChanged 2004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32696 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -11260892.000000 Penalty: 5455.509766
	Iteration 6Q: 3 clusters Score -1.126089e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33762 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -11261774.000000 Penalty: 5455.509766
	Iteration 7Q: 3 clusters Score -1.126177e+07 nChanged 2477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35135 members 
Mstep: Class 2 contains 24680 members 
Entering Unmasked Estep 
Score: -11262917.000000 Penalty: 5455.509766
	Iteration 8Q: 3 clusters Score -1.126292e+07 nChanged 2883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36720 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -11264691.000000 Penalty: 5455.509766
	Iteration 9Q: 3 clusters Score -1.126469e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38283 members 
Mstep: Class 2 contains 21532 members 
Entering Unmasked Estep 
Score: -11266871.000000 Penalty: 5455.509766
	Iteration 10F: 3 clusters Score -1.126687e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 20156 members 
Entering Unmasked Estep 
Score: -11268995.000000 Penalty: 5455.509766
	Iteration 11F: 3 clusters Score -1.1269e+07 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40603 members 
Mstep: Class 2 contains 19212 members 
Entering Unmasked Estep 
Score: -11270292.000000 Penalty: 5455.509766
	Iteration 12Q: 3 clusters Score -1.127029e+07 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41415 members 
Mstep: Class 2 contains 18400 members 
Entering Unmasked Estep 
Score: -11270915.000000 Penalty: 5455.509766
	Iteration 13Q: 3 clusters Score -1.127092e+07 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 17649 members 
Entering Unmasked Estep 
Score: -11271235.000000 Penalty: 5455.509766
	Iteration 14Q: 3 clusters Score -1.127124e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -11271439.000000 Penalty: 5455.509766
	Iteration 15Q: 3 clusters Score -1.127144e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43782 members 
Mstep: Class 2 contains 16033 members 
Entering Unmasked Estep 
Score: -11271582.000000 Penalty: 5455.509766
	Iteration 16Q: 3 clusters Score -1.127158e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 15261 members 
Entering Unmasked Estep 
Score: -11271795.000000 Penalty: 5455.509766
	Iteration 17Q: 3 clusters Score -1.12718e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45348 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -11271965.000000 Penalty: 5455.509766
	Iteration 18Q: 3 clusters Score -1.127196e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46111 members 
Mstep: Class 2 contains 13704 members 
Entering Unmasked Estep 
Score: -11272181.000000 Penalty: 5455.509766
	Iteration 19Q: 3 clusters Score -1.127218e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46823 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -11272331.000000 Penalty: 5455.509766
	Iteration 20F: 3 clusters Score -1.127233e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47532 members 
Mstep: Class 2 contains 12283 members 
Entering Unmasked Estep 
Score: -11272571.000000 Penalty: 5455.509766
	Iteration 21Q: 3 clusters Score -1.127257e+07 nChanged 773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48277 members 
Mstep: Class 2 contains 11538 members 
Entering Unmasked Estep 
Score: -11272772.000000 Penalty: 5455.509766
	Iteration 22Q: 3 clusters Score -1.127277e+07 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49052 members 
Mstep: Class 2 contains 10763 members 
Entering Unmasked Estep 
Score: -11273049.000000 Penalty: 5455.509766
	Iteration 23Q: 3 clusters Score -1.127305e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49803 members 
Mstep: Class 2 contains 10012 members 
Entering Unmasked Estep 
Score: -11273270.000000 Penalty: 5455.509766
	Iteration 24Q: 3 clusters Score -1.127327e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50485 members 
Mstep: Class 2 contains 9330 members 
Entering Unmasked Estep 
Score: -11273507.000000 Penalty: 5455.509766
	Iteration 25Q: 3 clusters Score -1.127351e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51197 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -11273676.000000 Penalty: 5455.509766
	Iteration 26Q: 3 clusters Score -1.127368e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51807 members 
Mstep: Class 2 contains 8008 members 
Entering Unmasked Estep 
Score: -11273745.000000 Penalty: 5455.509766
	Iteration 27Q: 3 clusters Score -1.127374e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52371 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -11273876.000000 Penalty: 5455.509766
	Iteration 28Q: 3 clusters Score -1.127388e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52846 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -11273976.000000 Penalty: 5455.509766
	Iteration 29Q: 3 clusters Score -1.127398e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53260 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -11274102.000000 Penalty: 5455.509766
	Iteration 30Q: 3 clusters Score -1.12741e+07 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53644 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -11274256.000000 Penalty: 5455.509766
	Iteration 31Q: 3 clusters Score -1.127426e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54030 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -11274385.000000 Penalty: 5455.509766
	Iteration 32Q: 3 clusters Score -1.127438e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54416 members 
Mstep: Class 2 contains 5399 members 
Entering Unmasked Estep 
Score: -11274516.000000 Penalty: 5455.509766
	Iteration 33Q: 3 clusters Score -1.127452e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54755 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -11274715.000000 Penalty: 5455.509766
	Iteration 34Q: 3 clusters Score -1.127472e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55064 members 
Mstep: Class 2 contains 4751 members 
Entering Unmasked Estep 
Score: -11274871.000000 Penalty: 5455.509766
	Iteration 35Q: 3 clusters Score -1.127487e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55393 members 
Mstep: Class 2 contains 4422 members 
Entering Unmasked Estep 
Score: -11275014.000000 Penalty: 5455.509766
	Iteration 36Q: 3 clusters Score -1.127501e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55700 members 
Mstep: Class 2 contains 4115 members 
Entering Unmasked Estep 
Score: -11275199.000000 Penalty: 5455.509766
	Iteration 37Q: 3 clusters Score -1.12752e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55972 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -11275258.000000 Penalty: 5455.509766
	Iteration 38Q: 3 clusters Score -1.127526e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56195 members 
Mstep: Class 2 contains 3620 members 
Entering Unmasked Estep 
Score: -11275355.000000 Penalty: 5455.509766
	Iteration 39Q: 3 clusters Score -1.127536e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56420 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -11275441.000000 Penalty: 5455.509766
	Iteration 40F: 3 clusters Score -1.127544e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56658 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -11275510.000000 Penalty: 5455.509766
	Iteration 41Q: 3 clusters Score -1.127551e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56869 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -11275575.000000 Penalty: 5455.509766
	Iteration 42Q: 3 clusters Score -1.127558e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -11275658.000000 Penalty: 5455.509766
	Iteration 43Q: 3 clusters Score -1.127566e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57215 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -11275723.000000 Penalty: 5455.509766
	Iteration 44Q: 3 clusters Score -1.127572e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57365 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
Score: -11275792.000000 Penalty: 5455.509766
	Iteration 45Q: 3 clusters Score -1.127579e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57494 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -11275779.000000 Penalty: 5455.509766
	Iteration 46Q: 3 clusters Score -1.127578e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57615 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -11275810.000000 Penalty: 5455.509766
	Iteration 47Q: 3 clusters Score -1.127581e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -11275835.000000 Penalty: 5455.509766
	Iteration 48Q: 3 clusters Score -1.127584e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57823 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -11275907.000000 Penalty: 5455.509766
	Iteration 49Q: 3 clusters Score -1.127591e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57925 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -11275954.000000 Penalty: 5455.509766
	Iteration 50Q: 3 clusters Score -1.127595e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58022 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -11275957.000000 Penalty: 5455.509766
	Iteration 51Q: 3 clusters Score -1.127596e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58106 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -11275979.000000 Penalty: 5455.509766
	Iteration 52Q: 3 clusters Score -1.127598e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58200 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -11276021.000000 Penalty: 5455.509766
	Iteration 53Q: 3 clusters Score -1.127602e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58294 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11276126.000000 Penalty: 5455.509766
	Iteration 54Q: 3 clusters Score -1.127613e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58379 members 
Mstep: Class 2 contains 1436 members 
Entering Unmasked Estep 
Score: -11276144.000000 Penalty: 5455.509766
	Iteration 55Q: 3 clusters Score -1.127614e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58461 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -11276190.000000 Penalty: 5455.509766
	Iteration 56Q: 3 clusters Score -1.127619e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58523 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -11276216.000000 Penalty: 5455.509766
	Iteration 57Q: 3 clusters Score -1.127622e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58575 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -11276229.000000 Penalty: 5455.509766
	Iteration 58Q: 3 clusters Score -1.127623e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58630 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -11276262.000000 Penalty: 5455.509766
	Iteration 59Q: 3 clusters Score -1.127626e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58674 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -11276276.000000 Penalty: 5455.509766
	Iteration 60F: 3 clusters Score -1.127628e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58701 members 
Mstep: Class 2 contains 1114 members 
Entering Unmasked Estep 
Score: -11276295.000000 Penalty: 5455.509766
	Iteration 61Q: 3 clusters Score -1.12763e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58727 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -11276289.000000 Penalty: 5455.509766
	Iteration 62Q: 3 clusters Score -1.127629e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58742 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -11276304.000000 Penalty: 5455.509766
	Iteration 63Q: 3 clusters Score -1.12763e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58763 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -11276314.000000 Penalty: 5455.509766
	Iteration 64Q: 3 clusters Score -1.127631e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58787 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -11276343.000000 Penalty: 5455.509766
	Iteration 65Q: 3 clusters Score -1.127634e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58817 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -11276354.000000 Penalty: 5455.509766
	Iteration 66Q: 3 clusters Score -1.127635e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58849 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -11276384.000000 Penalty: 5455.509766
	Iteration 67Q: 3 clusters Score -1.127638e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58877 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11276395.000000 Penalty: 5455.509766
	Iteration 68Q: 3 clusters Score -1.12764e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58905 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -11276426.000000 Penalty: 5455.509766
	Iteration 69Q: 3 clusters Score -1.127643e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58930 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -11276467.000000 Penalty: 5455.509766
	Iteration 70Q: 3 clusters Score -1.127647e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58951 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -11276470.000000 Penalty: 5455.509766
	Iteration 71Q: 3 clusters Score -1.127647e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58975 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11276508.000000 Penalty: 5455.509766
	Iteration 72Q: 3 clusters Score -1.127651e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58989 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -11276517.000000 Penalty: 5455.509766
	Iteration 73Q: 3 clusters Score -1.127652e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59005 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11276531.000000 Penalty: 5455.509766
	Iteration 74Q: 3 clusters Score -1.127653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59015 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -11276532.000000 Penalty: 5455.509766
	Iteration 75Q: 3 clusters Score -1.127653e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59029 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -11276520.000000 Penalty: 5455.509766
	Iteration 76Q: 3 clusters Score -1.127652e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59041 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -11276542.000000 Penalty: 5455.509766
	Iteration 77Q: 3 clusters Score -1.127654e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59050 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -11276538.000000 Penalty: 5455.509766
	Iteration 78Q: 3 clusters Score -1.127654e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59056 members 
Mstep: Class 2 contains 759 members 
Entering Unmasked Estep 
Score: -11276545.000000 Penalty: 5455.509766
	Iteration 79Q: 3 clusters Score -1.127654e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59061 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11276545.000000 Penalty: 5455.509766
	Iteration 80F: 3 clusters Score -1.127654e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59064 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -11276555.000000 Penalty: 5455.509766
	Iteration 81Q: 3 clusters Score -1.127656e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59067 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11276561.000000 Penalty: 5455.509766
	Iteration 82Q: 3 clusters Score -1.127656e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11276552.000000 Penalty: 5455.509766
	Iteration 83Q: 3 clusters Score -1.127655e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59069 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -11276552.000000 Penalty: 5455.509766
	Iteration 84F: 3 clusters Score -1.127655e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (53839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53839 members 
Entering Unmasked Estep 
Score: -9921733.000000 Penalty: 2701.650879
	Iteration 0F: 2 clusters Score -9921733 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26807 members 
Mstep: Class 2 contains 27032 members 
Entering Unmasked Estep 
Score: -9887612.000000 Penalty: 5403.301758
	Iteration 0F: 3 clusters Score -9887612 nChanged 25002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25853 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -9901447.000000 Penalty: 5403.301758
	Iteration 1F: 3 clusters Score -9901447 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 28536 members 
Entering Unmasked Estep 
Score: -9902007.000000 Penalty: 5403.301758
	Iteration 2Q: 3 clusters Score -9902007 nChanged 1965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24448 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -9902522.000000 Penalty: 5403.301758
	Iteration 3Q: 3 clusters Score -9902522 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -9903165.000000 Penalty: 5403.301758
	Iteration 4Q: 3 clusters Score -9903165 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 32362 members 
Entering Unmasked Estep 
Score: -9904124.000000 Penalty: 5403.301758
	Iteration 5Q: 3 clusters Score -9904124 nChanged 2754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19093 members 
Mstep: Class 2 contains 34746 members 
Entering Unmasked Estep 
Score: -9905572.000000 Penalty: 5403.301758
	Iteration 6F: 3 clusters Score -9905572 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 37849 members 
Entering Unmasked Estep 
Score: -9907646.000000 Penalty: 5403.301758
	Iteration 7F: 3 clusters Score -9907646 nChanged 3723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12397 members 
Mstep: Class 2 contains 41442 members 
Entering Unmasked Estep 
Score: -9910433.000000 Penalty: 5403.301758
	Iteration 8F: 3 clusters Score -9910433 nChanged 3825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8630 members 
Mstep: Class 2 contains 45209 members 
Entering Unmasked Estep 
Score: -9913366.000000 Penalty: 5403.301758
	Iteration 9F: 3 clusters Score -9913366 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 48523 members 
Entering Unmasked Estep 
Score: -9915938.000000 Penalty: 5403.301758
	Iteration 10F: 3 clusters Score -9915938 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 50840 members 
Entering Unmasked Estep 
Score: -9917725.000000 Penalty: 5403.301758
	Iteration 11Q: 3 clusters Score -9917725 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 52152 members 
Entering Unmasked Estep 
Score: -9918576.000000 Penalty: 5403.301758
	Iteration 12Q: 3 clusters Score -9918576 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -9918929.000000 Penalty: 5403.301758
	Iteration 13Q: 3 clusters Score -9918929 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 53117 members 
Entering Unmasked Estep 
Score: -9919122.000000 Penalty: 5403.301758
	Iteration 14Q: 3 clusters Score -9919122 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 53273 members 
Entering Unmasked Estep 
Score: -9919239.000000 Penalty: 5403.301758
	Iteration 15Q: 3 clusters Score -9919239 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 53346 members 
Entering Unmasked Estep 
Score: -9919327.000000 Penalty: 5403.301758
	Iteration 16Q: 3 clusters Score -9919327 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -9919370.000000 Penalty: 5403.301758
	Iteration 17Q: 3 clusters Score -9919370 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 53420 members 
Entering Unmasked Estep 
Score: -9919408.000000 Penalty: 5403.301758
	Iteration 18Q: 3 clusters Score -9919408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 53434 members 
Entering Unmasked Estep 
Score: -9919404.000000 Penalty: 5403.301758
	Iteration 19Q: 3 clusters Score -9919404 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 53441 members 
Entering Unmasked Estep 
Score: -9919418.000000 Penalty: 5403.301758
	Iteration 20F: 3 clusters Score -9919418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 53449 members 
Entering Unmasked Estep 
Score: -9919435.000000 Penalty: 5403.301758
	Iteration 21Q: 3 clusters Score -9919435 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 53456 members 
Entering Unmasked Estep 
Score: -9919444.000000 Penalty: 5403.301758
	Iteration 22Q: 3 clusters Score -9919444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 53460 members 
Entering Unmasked Estep 
Score: -9919464.000000 Penalty: 5403.301758
	Iteration 23Q: 3 clusters Score -9919464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 53467 members 
Entering Unmasked Estep 
Score: -9919467.000000 Penalty: 5403.301758
	Iteration 24Q: 3 clusters Score -9919467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 53471 members 
Entering Unmasked Estep 
Score: -9919469.000000 Penalty: 5403.301758
	Iteration 25Q: 3 clusters Score -9919469 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -9919459.000000 Penalty: 5403.301758
	Iteration 26Q: 3 clusters Score -9919459 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 53473 members 
Entering Unmasked Estep 
Score: -9919463.000000 Penalty: 5403.301758
	Iteration 27Q: 3 clusters Score -9919463 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 53474 members 
Entering Unmasked Estep 
Score: -9919467.000000 Penalty: 5403.301758
	Iteration 28Q: 3 clusters Score -9919467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 53476 members 
Entering Unmasked Estep 
Score: -9919463.000000 Penalty: 5403.301758
	Iteration 29Q: 3 clusters Score -9919463 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -9919463.000000 Penalty: 5403.301758
	Iteration 30Q: 3 clusters Score -9919463 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 53475 members 
Entering Unmasked Estep 
Score: -9919463.000000 Penalty: 5403.301758
	Iteration 31F: 3 clusters Score -9919463 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (66430 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66430 members 
Entering Unmasked Estep 
Score: -11992291.000000 Penalty: 2753.768066
	Iteration 0F: 2 clusters Score -1.199229e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33409 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -11950905.000000 Penalty: 5507.536133
	Iteration 0F: 3 clusters Score -1.19509e+07 nChanged 31070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35927 members 
Mstep: Class 2 contains 30503 members 
Entering Unmasked Estep 
Score: -11968302.000000 Penalty: 5507.536133
	Iteration 1F: 3 clusters Score -1.19683e+07 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37484 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -11969081.000000 Penalty: 5507.536133
	Iteration 2Q: 3 clusters Score -1.196908e+07 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -11970080.000000 Penalty: 5507.536133
	Iteration 3Q: 3 clusters Score -1.197008e+07 nChanged 3393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -11971646.000000 Penalty: 5507.536133
	Iteration 4F: 3 clusters Score -1.197165e+07 nChanged 4454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47246 members 
Mstep: Class 2 contains 19184 members 
Entering Unmasked Estep 
Score: -11974390.000000 Penalty: 5507.536133
	Iteration 5F: 3 clusters Score -1.197439e+07 nChanged 5494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52728 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -11978594.000000 Penalty: 5507.536133
	Iteration 6F: 3 clusters Score -1.197859e+07 nChanged 5574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58286 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -11983040.000000 Penalty: 5507.536133
	Iteration 7F: 3 clusters Score -1.198304e+07 nChanged 4090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62372 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -11986433.000000 Penalty: 5507.536133
	Iteration 8F: 3 clusters Score -1.198643e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64645 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -11988362.000000 Penalty: 5507.536133
	Iteration 9Q: 3 clusters Score -1.198836e+07 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65588 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -11989224.000000 Penalty: 5507.536133
	Iteration 10Q: 3 clusters Score -1.198922e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65908 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -11989593.000000 Penalty: 5507.536133
	Iteration 11Q: 3 clusters Score -1.198959e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66016 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -11989752.000000 Penalty: 5507.536133
	Iteration 12Q: 3 clusters Score -1.198975e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66065 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -11989831.000000 Penalty: 5507.536133
	Iteration 13Q: 3 clusters Score -1.198983e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66094 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -11989869.000000 Penalty: 5507.536133
	Iteration 14Q: 3 clusters Score -1.198987e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66106 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -11989876.000000 Penalty: 5507.536133
	Iteration 15Q: 3 clusters Score -1.198988e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66110 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -11989893.000000 Penalty: 5507.536133
	Iteration 16Q: 3 clusters Score -1.198989e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66118 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -11989912.000000 Penalty: 5507.536133
	Iteration 17Q: 3 clusters Score -1.198991e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66123 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -11989928.000000 Penalty: 5507.536133
	Iteration 18Q: 3 clusters Score -1.198993e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66126 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -11989935.000000 Penalty: 5507.536133
	Iteration 19Q: 3 clusters Score -1.198994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66128 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -11989949.000000 Penalty: 5507.536133
	Iteration 20F: 3 clusters Score -1.198995e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11989941.000000 Penalty: 5507.536133
	Iteration 21Q: 3 clusters Score -1.198994e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11989943.000000 Penalty: 5507.536133
	Iteration 22Q: 3 clusters Score -1.198994e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66127 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -11989943.000000 Penalty: 5507.536133
	Iteration 23F: 3 clusters Score -1.198994e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18441 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18441 members 
Entering Unmasked Estep 
Score: -3468290.000000 Penalty: 2435.938232
	Iteration 0F: 2 clusters Score -3468290 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9307 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3455237.750000 Penalty: 4871.876465
	Iteration 0F: 3 clusters Score -3455238 nChanged 8160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8778 members 
Entering Unmasked Estep 
Score: -3459683.250000 Penalty: 4871.876465
	Iteration 1F: 3 clusters Score -3459683 nChanged 1103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10038 members 
Mstep: Class 2 contains 8403 members 
Entering Unmasked Estep 
Score: -3460170.000000 Penalty: 4871.876465
	Iteration 2F: 3 clusters Score -3460170 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10520 members 
Mstep: Class 2 contains 7921 members 
Entering Unmasked Estep 
Score: -3460606.250000 Penalty: 4871.876465
	Iteration 3F: 3 clusters Score -3460606 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11179 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -3461145.250000 Penalty: 4871.876465
	Iteration 4F: 3 clusters Score -3461145 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11976 members 
Mstep: Class 2 contains 6465 members 
Entering Unmasked Estep 
Score: -3461802.750000 Penalty: 4871.876465
	Iteration 5F: 3 clusters Score -3461803 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 5575 members 
Entering Unmasked Estep 
Score: -3462597.750000 Penalty: 4871.876465
	Iteration 6F: 3 clusters Score -3462598 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13847 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3463475.250000 Penalty: 4871.876465
	Iteration 7F: 3 clusters Score -3463475 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14699 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -3464238.750000 Penalty: 4871.876465
	Iteration 8F: 3 clusters Score -3464239 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -3464884.250000 Penalty: 4871.876465
	Iteration 9Q: 3 clusters Score -3464884 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16031 members 
Mstep: Class 2 contains 2410 members 
Entering Unmasked Estep 
Score: -3465359.000000 Penalty: 4871.876465
	Iteration 10Q: 3 clusters Score -3465359 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3465727.000000 Penalty: 4871.876465
	Iteration 11Q: 3 clusters Score -3465727 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -3466023.000000 Penalty: 4871.876465
	Iteration 12Q: 3 clusters Score -3466023 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -3466200.500000 Penalty: 4871.876465
	Iteration 13Q: 3 clusters Score -3466200 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17333 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -3466327.250000 Penalty: 4871.876465
	Iteration 14Q: 3 clusters Score -3466327 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -3466412.250000 Penalty: 4871.876465
	Iteration 15Q: 3 clusters Score -3466412 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17537 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -3466484.500000 Penalty: 4871.876465
	Iteration 16Q: 3 clusters Score -3466484 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17588 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3466514.750000 Penalty: 4871.876465
	Iteration 17Q: 3 clusters Score -3466515 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17627 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3466532.000000 Penalty: 4871.876465
	Iteration 18Q: 3 clusters Score -3466532 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17653 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3466549.750000 Penalty: 4871.876465
	Iteration 19Q: 3 clusters Score -3466550 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17672 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -3466555.750000 Penalty: 4871.876465
	Iteration 20F: 3 clusters Score -3466556 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -3466571.250000 Penalty: 4871.876465
	Iteration 21Q: 3 clusters Score -3466571 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -3466576.750000 Penalty: 4871.876465
	Iteration 22Q: 3 clusters Score -3466577 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -3466579.750000 Penalty: 4871.876465
	Iteration 23Q: 3 clusters Score -3466580 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3466578.250000 Penalty: 4871.876465
	Iteration 24Q: 3 clusters Score -3466578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3466585.750000 Penalty: 4871.876465
	Iteration 25Q: 3 clusters Score -3466586 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17720 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -3466588.000000 Penalty: 4871.876465
	Iteration 26Q: 3 clusters Score -3466588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3466585.000000 Penalty: 4871.876465
	Iteration 27Q: 3 clusters Score -3466585 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -3466583.250000 Penalty: 4871.876465
	Iteration 28Q: 3 clusters Score -3466583 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3466587.000000 Penalty: 4871.876465
	Iteration 29Q: 3 clusters Score -3466587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17725 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -3466587.000000 Penalty: 4871.876465
	Iteration 30F: 3 clusters Score -3466587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -33027.644531 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -33027.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -31923.396484 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -31923.4 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32076.277344 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -32076.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32153.466797 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -32153.47 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -32200.517578 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -32200.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32205.550781 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -32205.55 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 99 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -32205.550781 Penalty: 2690.775146
	Iteration 5F: 3 clusters Score -32205.55 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (39533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39533 members 
Entering Unmasked Estep 
Score: -7564474.500000 Penalty: 2625.052979
	Iteration 0F: 2 clusters Score -7564474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19809 members 
Mstep: Class 2 contains 19724 members 
Entering Unmasked Estep 
Score: -7539034.000000 Penalty: 5250.105957
	Iteration 0F: 3 clusters Score -7539034 nChanged 18122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20249 members 
Mstep: Class 2 contains 19284 members 
Entering Unmasked Estep 
Score: -7548775.500000 Penalty: 5250.105957
	Iteration 1F: 3 clusters Score -7548776 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20565 members 
Mstep: Class 2 contains 18968 members 
Entering Unmasked Estep 
Score: -7549156.000000 Penalty: 5250.105957
	Iteration 2Q: 3 clusters Score -7549156 nChanged 1417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21040 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -7549515.500000 Penalty: 5250.105957
	Iteration 3Q: 3 clusters Score -7549516 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 17864 members 
Entering Unmasked Estep 
Score: -7549871.000000 Penalty: 5250.105957
	Iteration 4Q: 3 clusters Score -7549871 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22529 members 
Mstep: Class 2 contains 17004 members 
Entering Unmasked Estep 
Score: -7550313.000000 Penalty: 5250.105957
	Iteration 5Q: 3 clusters Score -7550313 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 15918 members 
Entering Unmasked Estep 
Score: -7550848.500000 Penalty: 5250.105957
	Iteration 6Q: 3 clusters Score -7550848 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -7551679.500000 Penalty: 5250.105957
	Iteration 7Q: 3 clusters Score -7551680 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26985 members 
Mstep: Class 2 contains 12548 members 
Entering Unmasked Estep 
Score: -7552885.500000 Penalty: 5250.105957
	Iteration 8F: 3 clusters Score -7552886 nChanged 2341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29218 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -7554531.000000 Penalty: 5250.105957
	Iteration 9F: 3 clusters Score -7554531 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -7556490.000000 Penalty: 5250.105957
	Iteration 10F: 3 clusters Score -7556490 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33934 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -7558309.000000 Penalty: 5250.105957
	Iteration 11F: 3 clusters Score -7558309 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35812 members 
Mstep: Class 2 contains 3721 members 
Entering Unmasked Estep 
Score: -7559810.000000 Penalty: 5250.105957
	Iteration 12Q: 3 clusters Score -7559810 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37096 members 
Mstep: Class 2 contains 2437 members 
Entering Unmasked Estep 
Score: -7560762.000000 Penalty: 5250.105957
	Iteration 13Q: 3 clusters Score -7560762 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -7561355.000000 Penalty: 5250.105957
	Iteration 14Q: 3 clusters Score -7561355 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -7561677.000000 Penalty: 5250.105957
	Iteration 15Q: 3 clusters Score -7561677 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38537 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -7561868.000000 Penalty: 5250.105957
	Iteration 16Q: 3 clusters Score -7561868 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38676 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7561995.000000 Penalty: 5250.105957
	Iteration 17Q: 3 clusters Score -7561995 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38743 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -7562078.000000 Penalty: 5250.105957
	Iteration 18Q: 3 clusters Score -7562078 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38787 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7562129.000000 Penalty: 5250.105957
	Iteration 19Q: 3 clusters Score -7562129 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38824 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -7562186.500000 Penalty: 5250.105957
	Iteration 20F: 3 clusters Score -7562186 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38844 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7562218.000000 Penalty: 5250.105957
	Iteration 21Q: 3 clusters Score -7562218 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38861 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7562250.500000 Penalty: 5250.105957
	Iteration 22Q: 3 clusters Score -7562250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38874 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7562259.000000 Penalty: 5250.105957
	Iteration 23Q: 3 clusters Score -7562259 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38885 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -7562278.500000 Penalty: 5250.105957
	Iteration 24Q: 3 clusters Score -7562278 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38898 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -7562293.500000 Penalty: 5250.105957
	Iteration 25Q: 3 clusters Score -7562294 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -7562297.500000 Penalty: 5250.105957
	Iteration 26Q: 3 clusters Score -7562298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38909 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7562304.500000 Penalty: 5250.105957
	Iteration 27Q: 3 clusters Score -7562304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38910 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -7562305.000000 Penalty: 5250.105957
	Iteration 28Q: 3 clusters Score -7562305 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38916 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -7562308.500000 Penalty: 5250.105957
	Iteration 29Q: 3 clusters Score -7562308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7562308.500000 Penalty: 5250.105957
	Iteration 30Q: 3 clusters Score -7562308 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38924 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -7562307.500000 Penalty: 5250.105957
	Iteration 31Q: 3 clusters Score -7562308 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38926 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -7562307.500000 Penalty: 5250.105957
	Iteration 32Q: 3 clusters Score -7562308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38923 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -7562309.000000 Penalty: 5250.105957
	Iteration 33Q: 3 clusters Score -7562309 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38927 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7562304.500000 Penalty: 5250.105957
	Iteration 34Q: 3 clusters Score -7562304 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7562311.500000 Penalty: 5250.105957
	Iteration 35Q: 3 clusters Score -7562312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38928 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7562312.000000 Penalty: 5250.105957
	Iteration 36Q: 3 clusters Score -7562312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7562310.000000 Penalty: 5250.105957
	Iteration 37Q: 3 clusters Score -7562310 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38929 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -7562310.000000 Penalty: 5250.105957
	Iteration 38F: 3 clusters Score -7562310 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (46492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46492 members 
Entering Unmasked Estep 
Score: -8721333.000000 Penalty: 2665.264893
	Iteration 0F: 2 clusters Score -8721333 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23514 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -8692881.000000 Penalty: 5330.529785
	Iteration 0F: 3 clusters Score -8692881 nChanged 21337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 21171 members 
Entering Unmasked Estep 
Score: -8705023.000000 Penalty: 5330.529785
	Iteration 1F: 3 clusters Score -8705023 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26501 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -8705741.000000 Penalty: 5330.529785
	Iteration 2Q: 3 clusters Score -8705741 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28191 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -8706670.000000 Penalty: 5330.529785
	Iteration 3Q: 3 clusters Score -8706670 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30431 members 
Mstep: Class 2 contains 16061 members 
Entering Unmasked Estep 
Score: -8707926.000000 Penalty: 5330.529785
	Iteration 4F: 3 clusters Score -8707926 nChanged 2913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33230 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -8709810.000000 Penalty: 5330.529785
	Iteration 5F: 3 clusters Score -8709810 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -8711971.000000 Penalty: 5330.529785
	Iteration 6F: 3 clusters Score -8711971 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39018 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -8714014.000000 Penalty: 5330.529785
	Iteration 7F: 3 clusters Score -8714014 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41034 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -8715588.000000 Penalty: 5330.529785
	Iteration 8Q: 3 clusters Score -8715588 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42379 members 
Mstep: Class 2 contains 4113 members 
Entering Unmasked Estep 
Score: -8716641.000000 Penalty: 5330.529785
	Iteration 9Q: 3 clusters Score -8716641 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43199 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -8717293.000000 Penalty: 5330.529785
	Iteration 10Q: 3 clusters Score -8717293 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -8717700.000000 Penalty: 5330.529785
	Iteration 11Q: 3 clusters Score -8717700 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44044 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8718016.000000 Penalty: 5330.529785
	Iteration 12Q: 3 clusters Score -8718016 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -8718200.000000 Penalty: 5330.529785
	Iteration 13Q: 3 clusters Score -8718200 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44398 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -8718326.000000 Penalty: 5330.529785
	Iteration 14Q: 3 clusters Score -8718326 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -8718403.000000 Penalty: 5330.529785
	Iteration 15Q: 3 clusters Score -8718403 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -8718474.000000 Penalty: 5330.529785
	Iteration 16Q: 3 clusters Score -8718474 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44649 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -8718521.000000 Penalty: 5330.529785
	Iteration 17Q: 3 clusters Score -8718521 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44696 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -8718580.000000 Penalty: 5330.529785
	Iteration 18Q: 3 clusters Score -8718580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44734 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -8718617.000000 Penalty: 5330.529785
	Iteration 19Q: 3 clusters Score -8718617 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44765 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8718646.000000 Penalty: 5330.529785
	Iteration 20F: 3 clusters Score -8718646 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44792 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -8718683.000000 Penalty: 5330.529785
	Iteration 21Q: 3 clusters Score -8718683 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -8718721.000000 Penalty: 5330.529785
	Iteration 22Q: 3 clusters Score -8718721 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44847 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8718757.000000 Penalty: 5330.529785
	Iteration 23Q: 3 clusters Score -8718757 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44869 members 
Mstep: Class 2 contains 1623 members 
Entering Unmasked Estep 
Score: -8718778.000000 Penalty: 5330.529785
	Iteration 24Q: 3 clusters Score -8718778 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -8718807.000000 Penalty: 5330.529785
	Iteration 25Q: 3 clusters Score -8718807 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44910 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -8718827.000000 Penalty: 5330.529785
	Iteration 26Q: 3 clusters Score -8718827 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44922 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -8718844.000000 Penalty: 5330.529785
	Iteration 27Q: 3 clusters Score -8718844 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44936 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -8718870.000000 Penalty: 5330.529785
	Iteration 28Q: 3 clusters Score -8718870 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44944 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -8718895.000000 Penalty: 5330.529785
	Iteration 29Q: 3 clusters Score -8718895 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44962 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8718914.000000 Penalty: 5330.529785
	Iteration 30Q: 3 clusters Score -8718914 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44966 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8718914.000000 Penalty: 5330.529785
	Iteration 31Q: 3 clusters Score -8718914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -8718913.000000 Penalty: 5330.529785
	Iteration 32Q: 3 clusters Score -8718913 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44975 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -8718926.000000 Penalty: 5330.529785
	Iteration 33Q: 3 clusters Score -8718926 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44981 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -8718929.000000 Penalty: 5330.529785
	Iteration 34Q: 3 clusters Score -8718929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44986 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -8718921.000000 Penalty: 5330.529785
	Iteration 35Q: 3 clusters Score -8718921 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44987 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -8718921.000000 Penalty: 5330.529785
	Iteration 36Q: 3 clusters Score -8718921 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44993 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -8718927.000000 Penalty: 5330.529785
	Iteration 37Q: 3 clusters Score -8718927 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44998 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8718928.000000 Penalty: 5330.529785
	Iteration 38Q: 3 clusters Score -8718928 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 1488 members 
Entering Unmasked Estep 
Score: -8718933.000000 Penalty: 5330.529785
	Iteration 39Q: 3 clusters Score -8718933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45005 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -8718938.000000 Penalty: 5330.529785
	Iteration 40F: 3 clusters Score -8718938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45007 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -8718947.000000 Penalty: 5330.529785
	Iteration 41Q: 3 clusters Score -8718947 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45011 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -8718947.000000 Penalty: 5330.529785
	Iteration 42Q: 3 clusters Score -8718947 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45015 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -8718953.000000 Penalty: 5330.529785
	Iteration 43Q: 3 clusters Score -8718953 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45018 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -8718968.000000 Penalty: 5330.529785
	Iteration 44Q: 3 clusters Score -8718968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45022 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8718965.000000 Penalty: 5330.529785
	Iteration 45Q: 3 clusters Score -8718965 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45029 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -8718972.000000 Penalty: 5330.529785
	Iteration 46Q: 3 clusters Score -8718972 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -8718965.000000 Penalty: 5330.529785
	Iteration 47Q: 3 clusters Score -8718965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45045 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -8718971.000000 Penalty: 5330.529785
	Iteration 48Q: 3 clusters Score -8718971 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45052 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -8718984.000000 Penalty: 5330.529785
	Iteration 49Q: 3 clusters Score -8718984 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -8718993.000000 Penalty: 5330.529785
	Iteration 50Q: 3 clusters Score -8718993 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45063 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -8718996.000000 Penalty: 5330.529785
	Iteration 51Q: 3 clusters Score -8718996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -8719024.000000 Penalty: 5330.529785
	Iteration 52Q: 3 clusters Score -8719024 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45068 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -8719011.000000 Penalty: 5330.529785
	Iteration 53Q: 3 clusters Score -8719011 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45069 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8719022.000000 Penalty: 5330.529785
	Iteration 54Q: 3 clusters Score -8719022 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45075 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -8719014.000000 Penalty: 5330.529785
	Iteration 55Q: 3 clusters Score -8719014 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8719025.000000 Penalty: 5330.529785
	Iteration 56Q: 3 clusters Score -8719025 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45086 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -8719024.000000 Penalty: 5330.529785
	Iteration 57Q: 3 clusters Score -8719024 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45088 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8719021.000000 Penalty: 5330.529785
	Iteration 58Q: 3 clusters Score -8719021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45089 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -8719027.000000 Penalty: 5330.529785
	Iteration 59Q: 3 clusters Score -8719027 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45092 members 
Mstep: Class 2 contains 1400 members 
Entering Unmasked Estep 
Score: -8719018.000000 Penalty: 5330.529785
	Iteration 60F: 3 clusters Score -8719018 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -8719024.000000 Penalty: 5330.529785
	Iteration 61Q: 3 clusters Score -8719024 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45095 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -8719020.000000 Penalty: 5330.529785
	Iteration 62Q: 3 clusters Score -8719020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45098 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8719023.000000 Penalty: 5330.529785
	Iteration 63Q: 3 clusters Score -8719023 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45105 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -8719031.000000 Penalty: 5330.529785
	Iteration 64Q: 3 clusters Score -8719031 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45110 members 
Mstep: Class 2 contains 1382 members 
Entering Unmasked Estep 
Score: -8719029.000000 Penalty: 5330.529785
	Iteration 65Q: 3 clusters Score -8719029 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -8719043.000000 Penalty: 5330.529785
	Iteration 66Q: 3 clusters Score -8719043 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 1373 members 
Entering Unmasked Estep 
Score: -8719049.000000 Penalty: 5330.529785
	Iteration 67Q: 3 clusters Score -8719049 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45120 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8719049.000000 Penalty: 5330.529785
	Iteration 68Q: 3 clusters Score -8719049 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45122 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -8719058.000000 Penalty: 5330.529785
	Iteration 69Q: 3 clusters Score -8719058 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45123 members 
Mstep: Class 2 contains 1369 members 
Entering Unmasked Estep 
Score: -8719042.000000 Penalty: 5330.529785
	Iteration 70Q: 3 clusters Score -8719042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45127 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -8719043.000000 Penalty: 5330.529785
	Iteration 71Q: 3 clusters Score -8719043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45129 members 
Mstep: Class 2 contains 1363 members 
Entering Unmasked Estep 
Score: -8719045.000000 Penalty: 5330.529785
	Iteration 72Q: 3 clusters Score -8719045 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8719047.000000 Penalty: 5330.529785
	Iteration 73Q: 3 clusters Score -8719047 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8719047.000000 Penalty: 5330.529785
	Iteration 74F: 3 clusters Score -8719047 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1681 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Entering Unmasked Estep 
Score: -300731.625000 Penalty: 1841.931763
	Iteration 0F: 2 clusters Score -300731.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -298478.625000 Penalty: 3683.863525
	Iteration 0F: 3 clusters Score -298478.6 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -299056.093750 Penalty: 3683.863525
	Iteration 1F: 3 clusters Score -299056.1 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -299341.062500 Penalty: 3683.863525
	Iteration 2F: 3 clusters Score -299341.1 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -299647.812500 Penalty: 3683.863525
	Iteration 3F: 3 clusters Score -299647.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -299849.937500 Penalty: 3683.863525
	Iteration 4Q: 3 clusters Score -299849.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -299928.312500 Penalty: 3683.863525
	Iteration 5Q: 3 clusters Score -299928.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -299964.500000 Penalty: 3683.863525
	Iteration 6Q: 3 clusters Score -299964.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -299986.375000 Penalty: 3683.863525
	Iteration 7Q: 3 clusters Score -299986.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -299994.593750 Penalty: 3683.863525
	Iteration 8Q: 3 clusters Score -299994.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -299998.500000 Penalty: 3683.863525
	Iteration 9Q: 3 clusters Score -299998.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -300003.656250 Penalty: 3683.863525
	Iteration 10Q: 3 clusters Score -300003.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -300006.406250 Penalty: 3683.863525
	Iteration 11Q: 3 clusters Score -300006.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -300012.781250 Penalty: 3683.863525
	Iteration 12Q: 3 clusters Score -300012.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -300018.312500 Penalty: 3683.863525
	Iteration 13Q: 3 clusters Score -300018.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -300023.375000 Penalty: 3683.863525
	Iteration 14Q: 3 clusters Score -300023.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -300025.437500 Penalty: 3683.863525
	Iteration 15Q: 3 clusters Score -300025.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -300025.437500 Penalty: 3683.863525
	Iteration 16F: 3 clusters Score -300025.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -145164.640625 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -145164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -143353.421875 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -143353.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -143726.531250 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -143726.5 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -143948.546875 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -143948.5 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -144143.765625 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -144143.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -144266.859375 Penalty: 3357.742432
	Iteration 4F: 3 clusters Score -144266.9 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -144323.265625 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -144323.3 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -144361.484375 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -144361.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -144395.515625 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -144395.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -144423.453125 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -144423.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -144457.453125 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -144457.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -144493.984375 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -144494 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -144507.125000 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -144507.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -144518.250000 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -144518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -144527.062500 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -144527.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -144539.031250 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -144539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -144550.562500 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -144550.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -144562.156250 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -144562.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -144564.406250 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -144564.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -144566.156250 Penalty: 3357.742432
	Iteration 18Q: 3 clusters Score -144566.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -144567.234375 Penalty: 3357.742432
	Iteration 19Q: 3 clusters Score -144567.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -144571.187500 Penalty: 3357.742432
	Iteration 20F: 3 clusters Score -144571.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -144580.656250 Penalty: 3357.742432
	Iteration 21Q: 3 clusters Score -144580.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -144587.796875 Penalty: 3357.742432
	Iteration 22Q: 3 clusters Score -144587.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -144591.406250 Penalty: 3357.742432
	Iteration 23Q: 3 clusters Score -144591.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -144600.015625 Penalty: 3357.742432
	Iteration 24Q: 3 clusters Score -144600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -144602.312500 Penalty: 3357.742432
	Iteration 25Q: 3 clusters Score -144602.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -144605.125000 Penalty: 3357.742432
	Iteration 26Q: 3 clusters Score -144605.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -144606.296875 Penalty: 3357.742432
	Iteration 27Q: 3 clusters Score -144606.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -144607.000000 Penalty: 3357.742432
	Iteration 28Q: 3 clusters Score -144607 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -144607.000000 Penalty: 3357.742432
	Iteration 29F: 3 clusters Score -144607 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (30513 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Entering Unmasked Estep 
Score: -6086558.500000 Penalty: 2560.825195
	Iteration 0F: 2 clusters Score -6086558 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 15260 members 
Entering Unmasked Estep 
Score: -6067243.500000 Penalty: 5121.650391
	Iteration 0F: 3 clusters Score -6067244 nChanged 13652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15303 members 
Mstep: Class 2 contains 15210 members 
Entering Unmasked Estep 
Score: -6074480.500000 Penalty: 5121.650391
	Iteration 1F: 3 clusters Score -6074480 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15448 members 
Mstep: Class 2 contains 15065 members 
Entering Unmasked Estep 
Score: -6074987.000000 Penalty: 5121.650391
	Iteration 2Q: 3 clusters Score -6074987 nChanged 1321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 14862 members 
Entering Unmasked Estep 
Score: -6075389.000000 Penalty: 5121.650391
	Iteration 3Q: 3 clusters Score -6075389 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -6075708.000000 Penalty: 5121.650391
	Iteration 4Q: 3 clusters Score -6075708 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16475 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -6076028.000000 Penalty: 5121.650391
	Iteration 5Q: 3 clusters Score -6076028 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17104 members 
Mstep: Class 2 contains 13409 members 
Entering Unmasked Estep 
Score: -6076342.500000 Penalty: 5121.650391
	Iteration 6Q: 3 clusters Score -6076342 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -6076695.500000 Penalty: 5121.650391
	Iteration 7Q: 3 clusters Score -6076696 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18959 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -6077130.500000 Penalty: 5121.650391
	Iteration 8Q: 3 clusters Score -6077130 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20135 members 
Mstep: Class 2 contains 10378 members 
Entering Unmasked Estep 
Score: -6077621.500000 Penalty: 5121.650391
	Iteration 9Q: 3 clusters Score -6077622 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -6078315.000000 Penalty: 5121.650391
	Iteration 10Q: 3 clusters Score -6078315 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 7385 members 
Entering Unmasked Estep 
Score: -6079168.000000 Penalty: 5121.650391
	Iteration 11F: 3 clusters Score -6079168 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24999 members 
Mstep: Class 2 contains 5514 members 
Entering Unmasked Estep 
Score: -6080331.500000 Penalty: 5121.650391
	Iteration 12F: 3 clusters Score -6080332 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -6081671.500000 Penalty: 5121.650391
	Iteration 13F: 3 clusters Score -6081672 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28333 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -6082830.500000 Penalty: 5121.650391
	Iteration 14Q: 3 clusters Score -6082830 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 1187 members 
Entering Unmasked Estep 
Score: -6083527.000000 Penalty: 5121.650391
	Iteration 15Q: 3 clusters Score -6083527 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29846 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -6083933.500000 Penalty: 5121.650391
	Iteration 16Q: 3 clusters Score -6083934 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30060 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -6084114.500000 Penalty: 5121.650391
	Iteration 17Q: 3 clusters Score -6084114 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30153 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -6084208.500000 Penalty: 5121.650391
	Iteration 18Q: 3 clusters Score -6084208 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -6084284.500000 Penalty: 5121.650391
	Iteration 19Q: 3 clusters Score -6084284 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30196 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -6084315.000000 Penalty: 5121.650391
	Iteration 20F: 3 clusters Score -6084315 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30204 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -6084334.500000 Penalty: 5121.650391
	Iteration 21Q: 3 clusters Score -6084334 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30216 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -6084363.500000 Penalty: 5121.650391
	Iteration 22Q: 3 clusters Score -6084364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30219 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -6084367.000000 Penalty: 5121.650391
	Iteration 23Q: 3 clusters Score -6084367 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6084378.500000 Penalty: 5121.650391
	Iteration 24Q: 3 clusters Score -6084378 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30226 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -6084385.000000 Penalty: 5121.650391
	Iteration 25Q: 3 clusters Score -6084385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30229 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -6084381.000000 Penalty: 5121.650391
	Iteration 26Q: 3 clusters Score -6084381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -6084390.000000 Penalty: 5121.650391
	Iteration 27Q: 3 clusters Score -6084390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30232 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -6084393.500000 Penalty: 5121.650391
	Iteration 28Q: 3 clusters Score -6084394 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30233 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6084393.000000 Penalty: 5121.650391
	Iteration 29Q: 3 clusters Score -6084393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6084398.500000 Penalty: 5121.650391
	Iteration 30Q: 3 clusters Score -6084398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30231 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -6084398.500000 Penalty: 5121.650391
	Iteration 31F: 3 clusters Score -6084398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29971 members 
Entering Unmasked Estep 
Score: -5981547.000000 Penalty: 2556.380371
	Iteration 0F: 2 clusters Score -5981547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15153 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -5962615.000000 Penalty: 5112.760742
	Iteration 0F: 3 clusters Score -5962615 nChanged 13534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16691 members 
Mstep: Class 2 contains 13280 members 
Entering Unmasked Estep 
Score: -5970002.500000 Penalty: 5112.760742
	Iteration 1F: 3 clusters Score -5970002 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17554 members 
Mstep: Class 2 contains 12417 members 
Entering Unmasked Estep 
Score: -5970636.000000 Penalty: 5112.760742
	Iteration 2F: 3 clusters Score -5970636 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18634 members 
Mstep: Class 2 contains 11337 members 
Entering Unmasked Estep 
Score: -5971415.000000 Penalty: 5112.760742
	Iteration 3F: 3 clusters Score -5971415 nChanged 1956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19842 members 
Mstep: Class 2 contains 10129 members 
Entering Unmasked Estep 
Score: -5972436.500000 Penalty: 5112.760742
	Iteration 4F: 3 clusters Score -5972436 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21083 members 
Mstep: Class 2 contains 8888 members 
Entering Unmasked Estep 
Score: -5973480.000000 Penalty: 5112.760742
	Iteration 5F: 3 clusters Score -5973480 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 7738 members 
Entering Unmasked Estep 
Score: -5974532.500000 Penalty: 5112.760742
	Iteration 6F: 3 clusters Score -5974532 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23098 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -5975638.000000 Penalty: 5112.760742
	Iteration 7F: 3 clusters Score -5975638 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23538 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -5976897.500000 Penalty: 5112.760742
	Iteration 8Q: 3 clusters Score -5976898 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23520 members 
Mstep: Class 2 contains 6451 members 
Entering Unmasked Estep 
Score: -5977878.500000 Penalty: 5112.760742
	Iteration 9Q: 3 clusters Score -5977878 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23183 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -5978278.500000 Penalty: 5112.760742
	Iteration 10Q: 3 clusters Score -5978278 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22756 members 
Mstep: Class 2 contains 7215 members 
Entering Unmasked Estep 
Score: -5978370.500000 Penalty: 5112.760742
	Iteration 11Q: 3 clusters Score -5978370 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -5978382.000000 Penalty: 5112.760742
	Iteration 12Q: 3 clusters Score -5978382 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21852 members 
Mstep: Class 2 contains 8119 members 
Entering Unmasked Estep 
Score: -5978451.500000 Penalty: 5112.760742
	Iteration 13Q: 3 clusters Score -5978452 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21451 members 
Mstep: Class 2 contains 8520 members 
Entering Unmasked Estep 
Score: -5978463.000000 Penalty: 5112.760742
	Iteration 14Q: 3 clusters Score -5978463 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 8905 members 
Entering Unmasked Estep 
Score: -5978542.000000 Penalty: 5112.760742
	Iteration 15Q: 3 clusters Score -5978542 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -5978557.000000 Penalty: 5112.760742
	Iteration 16Q: 3 clusters Score -5978557 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 9720 members 
Entering Unmasked Estep 
Score: -5978588.500000 Penalty: 5112.760742
	Iteration 17Q: 3 clusters Score -5978588 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19790 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -5978623.000000 Penalty: 5112.760742
	Iteration 18Q: 3 clusters Score -5978623 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19295 members 
Mstep: Class 2 contains 10676 members 
Entering Unmasked Estep 
Score: -5978639.000000 Penalty: 5112.760742
	Iteration 19Q: 3 clusters Score -5978639 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -5978619.500000 Penalty: 5112.760742
	Iteration 20F: 3 clusters Score -5978620 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18187 members 
Mstep: Class 2 contains 11784 members 
Entering Unmasked Estep 
Score: -5978741.500000 Penalty: 5112.760742
	Iteration 21Q: 3 clusters Score -5978742 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -5978802.000000 Penalty: 5112.760742
	Iteration 22Q: 3 clusters Score -5978802 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17088 members 
Mstep: Class 2 contains 12883 members 
Entering Unmasked Estep 
Score: -5978900.000000 Penalty: 5112.760742
	Iteration 23Q: 3 clusters Score -5978900 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 13372 members 
Entering Unmasked Estep 
Score: -5978943.000000 Penalty: 5112.760742
	Iteration 24Q: 3 clusters Score -5978943 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16170 members 
Mstep: Class 2 contains 13801 members 
Entering Unmasked Estep 
Score: -5978950.500000 Penalty: 5112.760742
	Iteration 25Q: 3 clusters Score -5978950 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15699 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -5978986.000000 Penalty: 5112.760742
	Iteration 26Q: 3 clusters Score -5978986 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -5978982.000000 Penalty: 5112.760742
	Iteration 27Q: 3 clusters Score -5978982 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14764 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -5979007.000000 Penalty: 5112.760742
	Iteration 28Q: 3 clusters Score -5979007 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14296 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -5978984.000000 Penalty: 5112.760742
	Iteration 29Q: 3 clusters Score -5978984 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13844 members 
Mstep: Class 2 contains 16127 members 
Entering Unmasked Estep 
Score: -5978923.000000 Penalty: 5112.760742
	Iteration 30Q: 3 clusters Score -5978923 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 16531 members 
Entering Unmasked Estep 
Score: -5978891.500000 Penalty: 5112.760742
	Iteration 31Q: 3 clusters Score -5978892 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -5978894.500000 Penalty: 5112.760742
	Iteration 32Q: 3 clusters Score -5978894 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12803 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -5978886.500000 Penalty: 5112.760742
	Iteration 33Q: 3 clusters Score -5978886 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12493 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -5978867.500000 Penalty: 5112.760742
	Iteration 34Q: 3 clusters Score -5978868 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12144 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -5978842.500000 Penalty: 5112.760742
	Iteration 35Q: 3 clusters Score -5978842 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11722 members 
Mstep: Class 2 contains 18249 members 
Entering Unmasked Estep 
Score: -5978834.500000 Penalty: 5112.760742
	Iteration 36Q: 3 clusters Score -5978834 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11199 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -5978855.500000 Penalty: 5112.760742
	Iteration 37Q: 3 clusters Score -5978856 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10672 members 
Mstep: Class 2 contains 19299 members 
Entering Unmasked Estep 
Score: -5978944.500000 Penalty: 5112.760742
	Iteration 38Q: 3 clusters Score -5978944 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10130 members 
Mstep: Class 2 contains 19841 members 
Entering Unmasked Estep 
Score: -5978989.500000 Penalty: 5112.760742
	Iteration 39Q: 3 clusters Score -5978990 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9567 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -5979022.500000 Penalty: 5112.760742
	Iteration 40F: 3 clusters Score -5979022 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -5979019.000000 Penalty: 5112.760742
	Iteration 41Q: 3 clusters Score -5979019 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8368 members 
Mstep: Class 2 contains 21603 members 
Entering Unmasked Estep 
Score: -5979065.000000 Penalty: 5112.760742
	Iteration 42Q: 3 clusters Score -5979065 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7698 members 
Mstep: Class 2 contains 22273 members 
Entering Unmasked Estep 
Score: -5979084.500000 Penalty: 5112.760742
	Iteration 43Q: 3 clusters Score -5979084 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5979149.500000 Penalty: 5112.760742
	Iteration 44Q: 3 clusters Score -5979150 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 23586 members 
Entering Unmasked Estep 
Score: -5979172.500000 Penalty: 5112.760742
	Iteration 45Q: 3 clusters Score -5979172 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -5979156.000000 Penalty: 5112.760742
	Iteration 46Q: 3 clusters Score -5979156 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5160 members 
Mstep: Class 2 contains 24811 members 
Entering Unmasked Estep 
Score: -5979156.000000 Penalty: 5112.760742
	Iteration 47Q: 3 clusters Score -5979156 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4585 members 
Mstep: Class 2 contains 25386 members 
Entering Unmasked Estep 
Score: -5979158.000000 Penalty: 5112.760742
	Iteration 48Q: 3 clusters Score -5979158 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4088 members 
Mstep: Class 2 contains 25883 members 
Entering Unmasked Estep 
Score: -5979196.500000 Penalty: 5112.760742
	Iteration 49Q: 3 clusters Score -5979196 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -5979411.500000 Penalty: 5112.760742
	Iteration 50Q: 3 clusters Score -5979412 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 26565 members 
Entering Unmasked Estep 
Score: -5979570.000000 Penalty: 5112.760742
	Iteration 51Q: 3 clusters Score -5979570 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 26802 members 
Entering Unmasked Estep 
Score: -5979680.500000 Penalty: 5112.760742
	Iteration 52Q: 3 clusters Score -5979680 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2978 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -5979718.500000 Penalty: 5112.760742
	Iteration 53Q: 3 clusters Score -5979718 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -5979767.500000 Penalty: 5112.760742
	Iteration 54Q: 3 clusters Score -5979768 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 27246 members 
Entering Unmasked Estep 
Score: -5979801.500000 Penalty: 5112.760742
	Iteration 55Q: 3 clusters Score -5979802 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 27334 members 
Entering Unmasked Estep 
Score: -5979819.000000 Penalty: 5112.760742
	Iteration 56Q: 3 clusters Score -5979819 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -5979822.000000 Penalty: 5112.760742
	Iteration 57Q: 3 clusters Score -5979822 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 27487 members 
Entering Unmasked Estep 
Score: -5979821.500000 Penalty: 5112.760742
	Iteration 58Q: 3 clusters Score -5979822 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 27538 members 
Entering Unmasked Estep 
Score: -5979847.000000 Penalty: 5112.760742
	Iteration 59Q: 3 clusters Score -5979847 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -5979834.500000 Penalty: 5112.760742
	Iteration 60F: 3 clusters Score -5979834 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2331 members 
Mstep: Class 2 contains 27640 members 
Entering Unmasked Estep 
Score: -5979844.500000 Penalty: 5112.760742
	Iteration 61Q: 3 clusters Score -5979844 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 27703 members 
Entering Unmasked Estep 
Score: -5979863.000000 Penalty: 5112.760742
	Iteration 62Q: 3 clusters Score -5979863 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 27769 members 
Entering Unmasked Estep 
Score: -5979877.000000 Penalty: 5112.760742
	Iteration 63Q: 3 clusters Score -5979877 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5979859.500000 Penalty: 5112.760742
	Iteration 64Q: 3 clusters Score -5979860 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -5979846.000000 Penalty: 5112.760742
	Iteration 65Q: 3 clusters Score -5979846 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 27926 members 
Entering Unmasked Estep 
Score: -5979856.500000 Penalty: 5112.760742
	Iteration 66Q: 3 clusters Score -5979856 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 27969 members 
Entering Unmasked Estep 
Score: -5979856.500000 Penalty: 5112.760742
	Iteration 67Q: 3 clusters Score -5979856 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 28010 members 
Entering Unmasked Estep 
Score: -5979873.000000 Penalty: 5112.760742
	Iteration 68Q: 3 clusters Score -5979873 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 28048 members 
Entering Unmasked Estep 
Score: -5979880.500000 Penalty: 5112.760742
	Iteration 69Q: 3 clusters Score -5979880 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 28085 members 
Entering Unmasked Estep 
Score: -5979875.000000 Penalty: 5112.760742
	Iteration 70Q: 3 clusters Score -5979875 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -5979885.000000 Penalty: 5112.760742
	Iteration 71Q: 3 clusters Score -5979885 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1821 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -5979890.500000 Penalty: 5112.760742
	Iteration 72Q: 3 clusters Score -5979890 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 28184 members 
Entering Unmasked Estep 
Score: -5979896.500000 Penalty: 5112.760742
	Iteration 73Q: 3 clusters Score -5979896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 28206 members 
Entering Unmasked Estep 
Score: -5979900.000000 Penalty: 5112.760742
	Iteration 74Q: 3 clusters Score -5979900 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 28222 members 
Entering Unmasked Estep 
Score: -5979899.500000 Penalty: 5112.760742
	Iteration 75Q: 3 clusters Score -5979900 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 28239 members 
Entering Unmasked Estep 
Score: -5979897.500000 Penalty: 5112.760742
	Iteration 76Q: 3 clusters Score -5979898 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -5979895.500000 Penalty: 5112.760742
	Iteration 77Q: 3 clusters Score -5979896 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -5979891.000000 Penalty: 5112.760742
	Iteration 78Q: 3 clusters Score -5979891 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 28282 members 
Entering Unmasked Estep 
Score: -5979891.500000 Penalty: 5112.760742
	Iteration 79Q: 3 clusters Score -5979892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 28296 members 
Entering Unmasked Estep 
Score: -5979883.500000 Penalty: 5112.760742
	Iteration 80F: 3 clusters Score -5979884 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -5979881.000000 Penalty: 5112.760742
	Iteration 81Q: 3 clusters Score -5979881 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 28344 members 
Entering Unmasked Estep 
Score: -5979881.500000 Penalty: 5112.760742
	Iteration 82Q: 3 clusters Score -5979882 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -5979882.000000 Penalty: 5112.760742
	Iteration 83Q: 3 clusters Score -5979882 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -5979885.000000 Penalty: 5112.760742
	Iteration 84Q: 3 clusters Score -5979885 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 28425 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -5979890 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 28454 members 
Entering Unmasked Estep 
Score: -5979894.500000 Penalty: 5112.760742
	Iteration 86Q: 3 clusters Score -5979894 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 28479 members 
Entering Unmasked Estep 
Score: -5979883.500000 Penalty: 5112.760742
	Iteration 87Q: 3 clusters Score -5979884 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 28490 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5979896 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 28510 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -5979897 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 28524 members 
Entering Unmasked Estep 
Score: -5979889.000000 Penalty: 5112.760742
	Iteration 90Q: 3 clusters Score -5979889 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 28538 members 
Entering Unmasked Estep 
Score: -5979888.500000 Penalty: 5112.760742
	Iteration 91Q: 3 clusters Score -5979888 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 28551 members 
Entering Unmasked Estep 
Score: -5979887.500000 Penalty: 5112.760742
	Iteration 92Q: 3 clusters Score -5979888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 28561 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5979888 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5979892.000000 Penalty: 5112.760742
	Iteration 94Q: 3 clusters Score -5979892 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 28577 members 
Entering Unmasked Estep 
Score: -5979885.500000 Penalty: 5112.760742
	Iteration 95Q: 3 clusters Score -5979886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 28583 members 
Entering Unmasked Estep 
Score: -5979886.500000 Penalty: 5112.760742
	Iteration 96Q: 3 clusters Score -5979886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 28592 members 
Entering Unmasked Estep 
Score: -5979888.000000 Penalty: 5112.760742
	Iteration 97Q: 3 clusters Score -5979888 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -5979885.500000 Penalty: 5112.760742
	Iteration 98Q: 3 clusters Score -5979886 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 28606 members 
Entering Unmasked Estep 
Score: -5979886.500000 Penalty: 5112.760742
	Iteration 99Q: 3 clusters Score -5979886 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -5979882.500000 Penalty: 5112.760742
	Iteration 100F: 3 clusters Score -5979882 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 28609 members 
Entering Unmasked Estep 
Score: -5979881.000000 Penalty: 5112.760742
	Iteration 101Q: 3 clusters Score -5979881 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -5979882.500000 Penalty: 5112.760742
	Iteration 102Q: 3 clusters Score -5979882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 28612 members 
Entering Unmasked Estep 
Score: -5979887.500000 Penalty: 5112.760742
	Iteration 103Q: 3 clusters Score -5979888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 28617 members 
Entering Unmasked Estep 
Score: -5979886.500000 Penalty: 5112.760742
	Iteration 104Q: 3 clusters Score -5979886 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 28625 members 
Entering Unmasked Estep 
Score: -5979887.000000 Penalty: 5112.760742
	Iteration 105Q: 3 clusters Score -5979887 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 28630 members 
Entering Unmasked Estep 
Score: -5979879.500000 Penalty: 5112.760742
	Iteration 106Q: 3 clusters Score -5979880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1335 members 
Mstep: Class 2 contains 28636 members 
Entering Unmasked Estep 
Score: -5979889.000000 Penalty: 5112.760742
	Iteration 107Q: 3 clusters Score -5979889 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 28641 members 
Entering Unmasked Estep 
Score: -5979884.500000 Penalty: 5112.760742
	Iteration 108Q: 3 clusters Score -5979884 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 28647 members 
Entering Unmasked Estep 
Score: -5979893.500000 Penalty: 5112.760742
	Iteration 109Q: 3 clusters Score -5979894 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 28652 members 
Entering Unmasked Estep 
Score: -5979888.500000 Penalty: 5112.760742
	Iteration 110Q: 3 clusters Score -5979888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 28654 members 
Entering Unmasked Estep 
Score: -5979890.000000 Penalty: 5112.760742
	Iteration 111Q: 3 clusters Score -5979890 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -5979888.500000 Penalty: 5112.760742
	Iteration 112Q: 3 clusters Score -5979888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 28669 members 
Entering Unmasked Estep 
Score: -5979889.000000 Penalty: 5112.760742
	Iteration 113Q: 3 clusters Score -5979889 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 28677 members 
Entering Unmasked Estep 
Score: -5979894.000000 Penalty: 5112.760742
	Iteration 114Q: 3 clusters Score -5979894 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -5979890.500000 Penalty: 5112.760742
	Iteration 115Q: 3 clusters Score -5979890 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 28694 members 
Entering Unmasked Estep 
Score: -5979887.000000 Penalty: 5112.760742
	Iteration 116Q: 3 clusters Score -5979887 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 28703 members 
Entering Unmasked Estep 
Score: -5979878.000000 Penalty: 5112.760742
	Iteration 117Q: 3 clusters Score -5979878 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 28709 members 
Entering Unmasked Estep 
Score: -5979874.500000 Penalty: 5112.760742
	Iteration 118Q: 3 clusters Score -5979874 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1256 members 
Mstep: Class 2 contains 28715 members 
Entering Unmasked Estep 
Score: -5979884.500000 Penalty: 5112.760742
	Iteration 119Q: 3 clusters Score -5979884 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -5979883.500000 Penalty: 5112.760742
	Iteration 120F: 3 clusters Score -5979884 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 28732 members 
Entering Unmasked Estep 
Score: -5979884.500000 Penalty: 5112.760742
	Iteration 121Q: 3 clusters Score -5979884 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1227 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -5979889.500000 Penalty: 5112.760742
	Iteration 122Q: 3 clusters Score -5979890 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 28757 members 
Entering Unmasked Estep 
Score: -5979883.000000 Penalty: 5112.760742
	Iteration 123Q: 3 clusters Score -5979883 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -5979882.000000 Penalty: 5112.760742
	Iteration 124Q: 3 clusters Score -5979882 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -5979878.500000 Penalty: 5112.760742
	Iteration 125Q: 3 clusters Score -5979878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -5979869.500000 Penalty: 5112.760742
	Iteration 126Q: 3 clusters Score -5979870 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 28799 members 
Entering Unmasked Estep 
Score: -5979863.500000 Penalty: 5112.760742
	Iteration 127Q: 3 clusters Score -5979864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 28812 members 
Entering Unmasked Estep 
Score: -5979861.500000 Penalty: 5112.760742
	Iteration 128Q: 3 clusters Score -5979862 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 28825 members 
Entering Unmasked Estep 
Score: -5979865.500000 Penalty: 5112.760742
	Iteration 129Q: 3 clusters Score -5979866 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 28834 members 
Entering Unmasked Estep 
Score: -5979855.000000 Penalty: 5112.760742
	Iteration 130Q: 3 clusters Score -5979855 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 28841 members 
Entering Unmasked Estep 
Score: -5979861.000000 Penalty: 5112.760742
	Iteration 131Q: 3 clusters Score -5979861 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 28848 members 
Entering Unmasked Estep 
Score: -5979856.000000 Penalty: 5112.760742
	Iteration 132Q: 3 clusters Score -5979856 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 28859 members 
Entering Unmasked Estep 
Score: -5979848.500000 Penalty: 5112.760742
	Iteration 133Q: 3 clusters Score -5979848 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -5979847.000000 Penalty: 5112.760742
	Iteration 134Q: 3 clusters Score -5979847 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 28889 members 
Entering Unmasked Estep 
Score: -5979856.500000 Penalty: 5112.760742
	Iteration 135Q: 3 clusters Score -5979856 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 28905 members 
Entering Unmasked Estep 
Score: -5979857.000000 Penalty: 5112.760742
	Iteration 136Q: 3 clusters Score -5979857 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 28917 members 
Entering Unmasked Estep 
Score: -5979861.500000 Penalty: 5112.760742
	Iteration 137Q: 3 clusters Score -5979862 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -5979858.500000 Penalty: 5112.760742
	Iteration 138Q: 3 clusters Score -5979858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 28933 members 
Entering Unmasked Estep 
Score: -5979857.500000 Penalty: 5112.760742
	Iteration 139Q: 3 clusters Score -5979858 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 28946 members 
Entering Unmasked Estep 
Score: -5979849.000000 Penalty: 5112.760742
	Iteration 140F: 3 clusters Score -5979849 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 28953 members 
Entering Unmasked Estep 
Score: -5979850.000000 Penalty: 5112.760742
	Iteration 141Q: 3 clusters Score -5979850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -5979854.500000 Penalty: 5112.760742
	Iteration 142Q: 3 clusters Score -5979854 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -5979851.000000 Penalty: 5112.760742
	Iteration 143Q: 3 clusters Score -5979851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 28969 members 
Entering Unmasked Estep 
Score: -5979845.000000 Penalty: 5112.760742
	Iteration 144Q: 3 clusters Score -5979845 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 28974 members 
Entering Unmasked Estep 
Score: -5979849.500000 Penalty: 5112.760742
	Iteration 145Q: 3 clusters Score -5979850 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 28980 members 
Entering Unmasked Estep 
Score: -5979840.000000 Penalty: 5112.760742
	Iteration 146Q: 3 clusters Score -5979840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 28986 members 
Entering Unmasked Estep 
Score: -5979841.000000 Penalty: 5112.760742
	Iteration 147Q: 3 clusters Score -5979841 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -5979842.500000 Penalty: 5112.760742
	Iteration 148Q: 3 clusters Score -5979842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 28996 members 
Entering Unmasked Estep 
Score: -5979847.500000 Penalty: 5112.760742
	Iteration 149Q: 3 clusters Score -5979848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 29002 members 
Entering Unmasked Estep 
Score: -5979848.500000 Penalty: 5112.760742
	Iteration 150Q: 3 clusters Score -5979848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 29008 members 
Entering Unmasked Estep 
Score: -5979848.000000 Penalty: 5112.760742
	Iteration 151Q: 3 clusters Score -5979848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 29017 members 
Entering Unmasked Estep 
Score: -5979842.000000 Penalty: 5112.760742
	Iteration 152Q: 3 clusters Score -5979842 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 29023 members 
Entering Unmasked Estep 
Score: -5979844.000000 Penalty: 5112.760742
	Iteration 153Q: 3 clusters Score -5979844 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -5979846.500000 Penalty: 5112.760742
	Iteration 154Q: 3 clusters Score -5979846 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 29036 members 
Entering Unmasked Estep 
Score: -5979842.500000 Penalty: 5112.760742
	Iteration 155Q: 3 clusters Score -5979842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 29040 members 
Entering Unmasked Estep 
Score: -5979842.500000 Penalty: 5112.760742
	Iteration 156Q: 3 clusters Score -5979842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 29044 members 
Entering Unmasked Estep 
Score: -5979840.500000 Penalty: 5112.760742
	Iteration 157Q: 3 clusters Score -5979840 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 29049 members 
Entering Unmasked Estep 
Score: -5979839.500000 Penalty: 5112.760742
	Iteration 158Q: 3 clusters Score -5979840 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 29053 members 
Entering Unmasked Estep 
Score: -5979841.500000 Penalty: 5112.760742
	Iteration 159Q: 3 clusters Score -5979842 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -5979842.000000 Penalty: 5112.760742
	Iteration 160F: 3 clusters Score -5979842 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 29062 members 
Entering Unmasked Estep 
Score: -5979845.500000 Penalty: 5112.760742
	Iteration 161Q: 3 clusters Score -5979846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -5979850.000000 Penalty: 5112.760742
	Iteration 162Q: 3 clusters Score -5979850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 29071 members 
Entering Unmasked Estep 
Score: -5979848.000000 Penalty: 5112.760742
	Iteration 163Q: 3 clusters Score -5979848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -5979847.500000 Penalty: 5112.760742
	Iteration 164Q: 3 clusters Score -5979848 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -5979850.000000 Penalty: 5112.760742
	Iteration 165Q: 3 clusters Score -5979850 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -5979852.000000 Penalty: 5112.760742
	Iteration 166Q: 3 clusters Score -5979852 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 29077 members 
Entering Unmasked Estep 
Score: -5979855.500000 Penalty: 5112.760742
	Iteration 167Q: 3 clusters Score -5979856 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 29078 members 
Entering Unmasked Estep 
Score: -5979855.000000 Penalty: 5112.760742
	Iteration 168Q: 3 clusters Score -5979855 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5979851.000000 Penalty: 5112.760742
	Iteration 169Q: 3 clusters Score -5979851 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 29080 members 
Entering Unmasked Estep 
Score: -5979854.500000 Penalty: 5112.760742
	Iteration 170Q: 3 clusters Score -5979854 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -5979858.500000 Penalty: 5112.760742
	Iteration 171Q: 3 clusters Score -5979858 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 29081 members 
Entering Unmasked Estep 
Score: -5979858.500000 Penalty: 5112.760742
	Iteration 172F: 3 clusters Score -5979858 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -80723.734375 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -80723.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79192.296875 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79192.3 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79383.375000 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -79383.38 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -79437.007812 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -79437.01 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -79470.117188 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -79470.12 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -79492.578125 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -79492.58 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -79503.273438 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -79503.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -79516.523438 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -79516.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79517.593750 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -79517.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -79517.593750 Penalty: 3067.337891
	Iteration 8F: 3 clusters Score -79517.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -53744.839844 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -53744.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -52631.171875 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -52631.17 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -52996.648438 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -52996.65 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -53239.121094 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -53239.12 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53300.152344 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -53300.15 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -53348.304688 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -53348.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53399.320312 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -53399.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -53399.320312 Penalty: 2905.534668
	Iteration 6F: 3 clusters Score -53399.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1117 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Entering Unmasked Estep 
Score: -212900.250000 Penalty: 1740.563599
	Iteration 0F: 2 clusters Score -212900.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -210912.421875 Penalty: 3481.127197
	Iteration 0F: 3 clusters Score -210912.4 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -211427.156250 Penalty: 3481.127197
	Iteration 1F: 3 clusters Score -211427.2 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -211721.968750 Penalty: 3481.127197
	Iteration 2F: 3 clusters Score -211722 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -211961.546875 Penalty: 3481.127197
	Iteration 3F: 3 clusters Score -211961.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -212086.343750 Penalty: 3481.127197
	Iteration 4F: 3 clusters Score -212086.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -212203.234375 Penalty: 3481.127197
	Iteration 5Q: 3 clusters Score -212203.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -212259.031250 Penalty: 3481.127197
	Iteration 6Q: 3 clusters Score -212259 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -212288.031250 Penalty: 3481.127197
	Iteration 7Q: 3 clusters Score -212288 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -212312.843750 Penalty: 3481.127197
	Iteration 8Q: 3 clusters Score -212312.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -212325.656250 Penalty: 3481.127197
	Iteration 9Q: 3 clusters Score -212325.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -212333.781250 Penalty: 3481.127197
	Iteration 10Q: 3 clusters Score -212333.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -212333.781250 Penalty: 3481.127197
	Iteration 11F: 3 clusters Score -212333.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -102216.226562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -102216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100559.898438 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -100559.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -100811.695312 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -100811.7 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -100904.125000 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -100904.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -100939.140625 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -100939.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -100968.656250 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -100968.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -100981.312500 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -100981.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -100998.382812 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -100998.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101004.507812 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -101004.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101016.773438 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -101016.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101023.906250 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -101023.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101035.312500 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -101035.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101039.968750 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -101040 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101043.476562 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -101043.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -101043.476562 Penalty: 3184.317383
	Iteration 13F: 3 clusters Score -101043.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -89970.000000 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -89970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -88422.742188 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -88422.74 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -88741.968750 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -88741.97 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -88964.585938 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -88964.59 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89063.867188 Penalty: 3124.278809
	Iteration 3F: 3 clusters Score -89063.87 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -89095.023438 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -89095.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -89118.031250 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -89118.03 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -89135.117188 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -89135.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -89148.320312 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -89148.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89150.906250 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -89150.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -89150.906250 Penalty: 3124.278809
	Iteration 9F: 3 clusters Score -89150.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (21715 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21715 members 
Entering Unmasked Estep 
Score: -4351969.500000 Penalty: 2476.468262
	Iteration 0F: 2 clusters Score -4351970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
Score: -4337031.500000 Penalty: 4952.936523
	Iteration 0F: 3 clusters Score -4337032 nChanged 9554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 10437 members 
Entering Unmasked Estep 
Score: -4342024.500000 Penalty: 4952.936523
	Iteration 1F: 3 clusters Score -4342024 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 10248 members 
Entering Unmasked Estep 
Score: -4342390.000000 Penalty: 4952.936523
	Iteration 2Q: 3 clusters Score -4342390 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11758 members 
Mstep: Class 2 contains 9957 members 
Entering Unmasked Estep 
Score: -4342670.000000 Penalty: 4952.936523
	Iteration 3Q: 3 clusters Score -4342670 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12099 members 
Mstep: Class 2 contains 9616 members 
Entering Unmasked Estep 
Score: -4342945.500000 Penalty: 4952.936523
	Iteration 4Q: 3 clusters Score -4342946 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12525 members 
Mstep: Class 2 contains 9190 members 
Entering Unmasked Estep 
Score: -4343209.500000 Penalty: 4952.936523
	Iteration 5Q: 3 clusters Score -4343210 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13085 members 
Mstep: Class 2 contains 8630 members 
Entering Unmasked Estep 
Score: -4343510.000000 Penalty: 4952.936523
	Iteration 6Q: 3 clusters Score -4343510 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13772 members 
Mstep: Class 2 contains 7943 members 
Entering Unmasked Estep 
Score: -4343985.000000 Penalty: 4952.936523
	Iteration 7Q: 3 clusters Score -4343985 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14640 members 
Mstep: Class 2 contains 7075 members 
Entering Unmasked Estep 
Score: -4344618.000000 Penalty: 4952.936523
	Iteration 8F: 3 clusters Score -4344618 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -4345416.500000 Penalty: 4952.936523
	Iteration 9F: 3 clusters Score -4345416 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -4346359.000000 Penalty: 4952.936523
	Iteration 10F: 3 clusters Score -4346359 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17429 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -4347327.500000 Penalty: 4952.936523
	Iteration 11Q: 3 clusters Score -4347328 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18026 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -4348218.500000 Penalty: 4952.936523
	Iteration 12Q: 3 clusters Score -4348218 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -4348817.500000 Penalty: 4952.936523
	Iteration 13Q: 3 clusters Score -4348818 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -4349146.500000 Penalty: 4952.936523
	Iteration 14Q: 3 clusters Score -4349146 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -4349325.000000 Penalty: 4952.936523
	Iteration 15Q: 3 clusters Score -4349325 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4349428.000000 Penalty: 4952.936523
	Iteration 16Q: 3 clusters Score -4349428 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -4349474.000000 Penalty: 4952.936523
	Iteration 17Q: 3 clusters Score -4349474 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18925 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -4349506.000000 Penalty: 4952.936523
	Iteration 18Q: 3 clusters Score -4349506 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18956 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -4349527.500000 Penalty: 4952.936523
	Iteration 19Q: 3 clusters Score -4349528 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18992 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -4349546.000000 Penalty: 4952.936523
	Iteration 20F: 3 clusters Score -4349546 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19023 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -4349568.500000 Penalty: 4952.936523
	Iteration 21Q: 3 clusters Score -4349568 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19048 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -4349588.000000 Penalty: 4952.936523
	Iteration 22Q: 3 clusters Score -4349588 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -4349602.500000 Penalty: 4952.936523
	Iteration 23Q: 3 clusters Score -4349602 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -4349602.000000 Penalty: 4952.936523
	Iteration 24Q: 3 clusters Score -4349602 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -4349608.500000 Penalty: 4952.936523
	Iteration 25Q: 3 clusters Score -4349608 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 2601 members 
Entering Unmasked Estep 
Score: -4349609.500000 Penalty: 4952.936523
	Iteration 26Q: 3 clusters Score -4349610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19117 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -4349611.500000 Penalty: 4952.936523
	Iteration 27Q: 3 clusters Score -4349612 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -4349619.000000 Penalty: 4952.936523
	Iteration 28Q: 3 clusters Score -4349619 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -4349618.000000 Penalty: 4952.936523
	Iteration 29Q: 3 clusters Score -4349618 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -4349619.500000 Penalty: 4952.936523
	Iteration 30Q: 3 clusters Score -4349620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19137 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -4349612.000000 Penalty: 4952.936523
	Iteration 31Q: 3 clusters Score -4349612 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -4349621.000000 Penalty: 4952.936523
	Iteration 32Q: 3 clusters Score -4349621 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -4349618.500000 Penalty: 4952.936523
	Iteration 33Q: 3 clusters Score -4349618 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 2558 members 
Entering Unmasked Estep 
Score: -4349621.000000 Penalty: 4952.936523
	Iteration 34Q: 3 clusters Score -4349621 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19163 members 
Mstep: Class 2 contains 2552 members 
Entering Unmasked Estep 
Score: -4349618.500000 Penalty: 4952.936523
	Iteration 35Q: 3 clusters Score -4349618 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19170 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -4349625.000000 Penalty: 4952.936523
	Iteration 36Q: 3 clusters Score -4349625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19173 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -4349622.500000 Penalty: 4952.936523
	Iteration 37Q: 3 clusters Score -4349622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19179 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -4349626.000000 Penalty: 4952.936523
	Iteration 38Q: 3 clusters Score -4349626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -4349621.500000 Penalty: 4952.936523
	Iteration 39Q: 3 clusters Score -4349622 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19188 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -4349621.000000 Penalty: 4952.936523
	Iteration 40F: 3 clusters Score -4349621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19195 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -4349629.500000 Penalty: 4952.936523
	Iteration 41Q: 3 clusters Score -4349630 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19200 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -4349635.500000 Penalty: 4952.936523
	Iteration 42Q: 3 clusters Score -4349636 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19204 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4349642.000000 Penalty: 4952.936523
	Iteration 43Q: 3 clusters Score -4349642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19210 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -4349638.000000 Penalty: 4952.936523
	Iteration 44Q: 3 clusters Score -4349638 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19214 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -4349647.000000 Penalty: 4952.936523
	Iteration 45Q: 3 clusters Score -4349647 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 2497 members 
Entering Unmasked Estep 
Score: -4349648.500000 Penalty: 4952.936523
	Iteration 46Q: 3 clusters Score -4349648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -4349644.500000 Penalty: 4952.936523
	Iteration 47Q: 3 clusters Score -4349644 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19231 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -4349653.500000 Penalty: 4952.936523
	Iteration 48Q: 3 clusters Score -4349654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -4349651.000000 Penalty: 4952.936523
	Iteration 49Q: 3 clusters Score -4349651 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19251 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -4349659.000000 Penalty: 4952.936523
	Iteration 50Q: 3 clusters Score -4349659 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -4349661.500000 Penalty: 4952.936523
	Iteration 51Q: 3 clusters Score -4349662 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19264 members 
Mstep: Class 2 contains 2451 members 
Entering Unmasked Estep 
Score: -4349661.500000 Penalty: 4952.936523
	Iteration 52Q: 3 clusters Score -4349662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -4349665.500000 Penalty: 4952.936523
	Iteration 53Q: 3 clusters Score -4349666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -4349665.500000 Penalty: 4952.936523
	Iteration 54Q: 3 clusters Score -4349666 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -4349664.500000 Penalty: 4952.936523
	Iteration 55Q: 3 clusters Score -4349664 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -4349669.000000 Penalty: 4952.936523
	Iteration 56Q: 3 clusters Score -4349669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4349664.000000 Penalty: 4952.936523
	Iteration 57Q: 3 clusters Score -4349664 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 2439 members 
Entering Unmasked Estep 
Score: -4349664.000000 Penalty: 4952.936523
	Iteration 58F: 3 clusters Score -4349664 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -81383.726562 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -81383.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79886.921875 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79886.92 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -80056.359375 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -80056.36 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -80107.304688 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -80107.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -80122.117188 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -80122.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -80141.671875 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -80141.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -80165.125000 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -80165.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -80182.265625 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -80182.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80185.929688 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -80185.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80185.929688 Penalty: 3067.337891
	Iteration 8F: 3 clusters Score -80185.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -73726.085938 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -73726.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72274.765625 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -72274.77 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -72502.015625 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -72502.02 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72558.343750 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -72558.34 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -72605.507812 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -72605.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 195 members 
Entering Unmasked Estep 
Score: -72630.960938 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -72630.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -72641.117188 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -72641.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -72673.265625 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -72673.27 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -72692.554688 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -72692.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72697.343750 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -72697.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72698.710938 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -72698.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72710.656250 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -72710.66 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -72768.851562 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -72768.85 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -72797.960938 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -72797.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -72812.054688 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -72812.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72814.078125 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -72814.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -72814.078125 Penalty: 3051.755371
	Iteration 15F: 3 clusters Score -72814.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29333 members 
Mstep: Class 3 contains 47775 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 30925 members 
Mstep: Class 6 contains 28188 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47328 members 
Mstep: Class 9 contains 8286 members 
Mstep: Class 10 contains 21094 members 
Mstep: Class 11 contains 51923 members 
Mstep: Class 12 contains 70266 members 
Mstep: Class 13 contains 53126 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29267 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 29280 members 
Mstep: Class 18 contains 46335 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24868 members 
Mstep: Class 22 contains 40580 members 
Mstep: Class 23 contains 18151 members 
Mstep: Class 24 contains 29895 members 
Mstep: Class 25 contains 2411 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48499 members 
Mstep: Class 28 contains 22008 members 
Mstep: Class 29 contains 26520 members 
Mstep: Class 30 contains 59815 members 
Mstep: Class 31 contains 53839 members 
Mstep: Class 32 contains 66430 members 
Mstep: Class 33 contains 18441 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 39533 members 
Mstep: Class 36 contains 46492 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30513 members 
Mstep: Class 40 contains 29971 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21715 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963936.000000 Penalty: 169222.343750
Iteration 319Q: 50 clusters Score -2.079639e+08 nChanged 6134
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29298 members 
Mstep: Class 3 contains 47808 members 
Mstep: Class 4 contains 5141 members 
Mstep: Class 5 contains 30907 members 
Mstep: Class 6 contains 27736 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47547 members 
Mstep: Class 9 contains 8285 members 
Mstep: Class 10 contains 21183 members 
Mstep: Class 11 contains 51993 members 
Mstep: Class 12 contains 70262 members 
Mstep: Class 13 contains 53129 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29232 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 30348 members 
Mstep: Class 18 contains 46355 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24881 members 
Mstep: Class 22 contains 40703 members 
Mstep: Class 23 contains 18173 members 
Mstep: Class 24 contains 29799 members 
Mstep: Class 25 contains 2401 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48489 members 
Mstep: Class 28 contains 22005 members 
Mstep: Class 29 contains 26523 members 
Mstep: Class 30 contains 59885 members 
Mstep: Class 31 contains 53883 members 
Mstep: Class 32 contains 66532 members 
Mstep: Class 33 contains 18457 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 38889 members 
Mstep: Class 36 contains 46514 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30533 members 
Mstep: Class 40 contains 29954 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21677 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 16408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207964240.000000 Penalty: 169222.343750
Iteration 320F: 50 clusters Score -2.079642e+08 nChanged 6101
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29240 members 
Mstep: Class 3 contains 47830 members 
Mstep: Class 4 contains 5144 members 
Mstep: Class 5 contains 30766 members 
Mstep: Class 6 contains 26849 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47377 members 
Mstep: Class 9 contains 8285 members 
Mstep: Class 10 contains 21257 members 
Mstep: Class 11 contains 52009 members 
Mstep: Class 12 contains 70252 members 
Mstep: Class 13 contains 53044 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 15 contains 29198 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 31344 members 
Mstep: Class 18 contains 46332 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24873 members 
Mstep: Class 22 contains 40810 members 
Mstep: Class 23 contains 18114 members 
Mstep: Class 24 contains 29687 members 
Mstep: Class 25 contains 2376 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48419 members 
Mstep: Class 28 contains 22000 members 
Mstep: Class 29 contains 26443 members 
Mstep: Class 30 contains 59848 members 
Mstep: Class 31 contains 53895 members 
Mstep: Class 32 contains 66403 members 
Mstep: Class 33 contains 18449 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 38210 members 
Mstep: Class 36 contains 46509 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30503 members 
Mstep: Class 40 contains 29925 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21645 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 17892 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 25. Lose 3441.232666 but Gain 3453.515625
Score: -207965344.000000 Penalty: 165768.828125
Iteration 321Q: 49 clusters Score -2.079653e+08 nChanged 7925
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 29196 members 
Mstep: Class 3 contains 48044 members 
Mstep: Class 4 contains 5145 members 
Mstep: Class 5 contains 30616 members 
Mstep: Class 6 contains 25963 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47439 members 
Mstep: Class 9 contains 8284 members 
Mstep: Class 10 contains 21374 members 
Mstep: Class 11 contains 52177 members 
Mstep: Class 12 contains 70258 members 
Mstep: Class 13 contains 53046 members 
Mstep: Class 14 contains 4731 members 
Mstep: Class 15 contains 29374 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 32616 members 
Mstep: Class 18 contains 46401 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24871 members 
Mstep: Class 22 contains 41001 members 
Mstep: Class 23 contains 18129 members 
Mstep: Class 24 contains 29590 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48680 members 
Mstep: Class 28 contains 21995 members 
Mstep: Class 29 contains 26391 members 
Mstep: Class 30 contains 59936 members 
Mstep: Class 31 contains 53951 members 
Mstep: Class 32 contains 66658 members 
Mstep: Class 33 contains 18483 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 37534 members 
Mstep: Class 36 contains 46593 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30506 members 
Mstep: Class 40 contains 29925 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21619 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 19132 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207968160.000000 Penalty: 165768.828125
Iteration 322Q: 49 clusters Score -2.079682e+08 nChanged 6160
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 29160 members 
Mstep: Class 3 contains 48062 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 30470 members 
Mstep: Class 6 contains 25100 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47341 members 
Mstep: Class 9 contains 8280 members 
Mstep: Class 10 contains 21432 members 
Mstep: Class 11 contains 52123 members 
Mstep: Class 12 contains 70222 members 
Mstep: Class 13 contains 53000 members 
Mstep: Class 14 contains 4729 members 
Mstep: Class 15 contains 29401 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 33812 members 
Mstep: Class 18 contains 46370 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24842 members 
Mstep: Class 22 contains 41155 members 
Mstep: Class 23 contains 18120 members 
Mstep: Class 24 contains 29492 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48504 members 
Mstep: Class 28 contains 21994 members 
Mstep: Class 29 contains 26343 members 
Mstep: Class 30 contains 59890 members 
Mstep: Class 31 contains 53923 members 
Mstep: Class 32 contains 66566 members 
Mstep: Class 33 contains 18482 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 36822 members 
Mstep: Class 36 contains 46558 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30480 members 
Mstep: Class 40 contains 29929 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21595 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 20310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207967888.000000 Penalty: 165768.828125
Iteration 323Q: 49 clusters Score -2.079679e+08 nChanged 5759
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7160 members 
Mstep: Class 2 contains 29128 members 
Mstep: Class 3 contains 48009 members 
Mstep: Class 4 contains 5156 members 
Mstep: Class 5 contains 30331 members 
Mstep: Class 6 contains 24305 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47312 members 
Mstep: Class 9 contains 8280 members 
Mstep: Class 10 contains 21511 members 
Mstep: Class 11 contains 52051 members 
Mstep: Class 12 contains 70196 members 
Mstep: Class 13 contains 52946 members 
Mstep: Class 14 contains 4730 members 
Mstep: Class 15 contains 29411 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 34980 members 
Mstep: Class 18 contains 46336 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24819 members 
Mstep: Class 22 contains 41309 members 
Mstep: Class 23 contains 18112 members 
Mstep: Class 24 contains 29383 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48376 members 
Mstep: Class 28 contains 21993 members 
Mstep: Class 29 contains 26306 members 
Mstep: Class 30 contains 59878 members 
Mstep: Class 31 contains 53915 members 
Mstep: Class 32 contains 66507 members 
Mstep: Class 33 contains 18468 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 36060 members 
Mstep: Class 36 contains 46519 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30473 members 
Mstep: Class 40 contains 29877 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21576 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 21402 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207968352.000000 Penalty: 165768.828125
Iteration 324Q: 49 clusters Score -2.079684e+08 nChanged 5721
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 29104 members 
Mstep: Class 3 contains 47966 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 5 contains 30201 members 
Mstep: Class 6 contains 23551 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47236 members 
Mstep: Class 9 contains 8280 members 
Mstep: Class 10 contains 21600 members 
Mstep: Class 11 contains 52022 members 
Mstep: Class 12 contains 70168 members 
Mstep: Class 13 contains 52893 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29425 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 36058 members 
Mstep: Class 18 contains 46316 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24777 members 
Mstep: Class 22 contains 41430 members 
Mstep: Class 23 contains 18094 members 
Mstep: Class 24 contains 29275 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48214 members 
Mstep: Class 28 contains 21988 members 
Mstep: Class 29 contains 26259 members 
Mstep: Class 30 contains 59859 members 
Mstep: Class 31 contains 53897 members 
Mstep: Class 32 contains 66498 members 
Mstep: Class 33 contains 18454 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 35318 members 
Mstep: Class 36 contains 46496 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30405 members 
Mstep: Class 40 contains 29876 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21571 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 22541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207968784.000000 Penalty: 165768.828125
Iteration 325Q: 49 clusters Score -2.079688e+08 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 29119 members 
Mstep: Class 3 contains 47910 members 
Mstep: Class 4 contains 5153 members 
Mstep: Class 5 contains 30090 members 
Mstep: Class 6 contains 22908 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47044 members 
Mstep: Class 9 contains 8282 members 
Mstep: Class 10 contains 21662 members 
Mstep: Class 11 contains 52001 members 
Mstep: Class 12 contains 70156 members 
Mstep: Class 13 contains 52841 members 
Mstep: Class 14 contains 4728 members 
Mstep: Class 15 contains 29439 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 37158 members 
Mstep: Class 18 contains 46297 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24750 members 
Mstep: Class 22 contains 41537 members 
Mstep: Class 23 contains 18070 members 
Mstep: Class 24 contains 29174 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48009 members 
Mstep: Class 28 contains 21982 members 
Mstep: Class 29 contains 26245 members 
Mstep: Class 30 contains 59833 members 
Mstep: Class 31 contains 53895 members 
Mstep: Class 32 contains 66463 members 
Mstep: Class 33 contains 18446 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 34527 members 
Mstep: Class 36 contains 46472 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30343 members 
Mstep: Class 40 contains 29788 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21556 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 23775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970096.000000 Penalty: 165768.828125
Iteration 326Q: 49 clusters Score -2.079701e+08 nChanged 5985
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 29124 members 
Mstep: Class 3 contains 47808 members 
Mstep: Class 4 contains 5155 members 
Mstep: Class 5 contains 29931 members 
Mstep: Class 6 contains 22323 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46908 members 
Mstep: Class 9 contains 8282 members 
Mstep: Class 10 contains 21737 members 
Mstep: Class 11 contains 52004 members 
Mstep: Class 12 contains 70139 members 
Mstep: Class 13 contains 52781 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 29443 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 38248 members 
Mstep: Class 18 contains 46293 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24695 members 
Mstep: Class 22 contains 41636 members 
Mstep: Class 23 contains 18065 members 
Mstep: Class 24 contains 29054 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47792 members 
Mstep: Class 28 contains 21979 members 
Mstep: Class 29 contains 26226 members 
Mstep: Class 30 contains 59818 members 
Mstep: Class 31 contains 53886 members 
Mstep: Class 32 contains 66439 members 
Mstep: Class 33 contains 18435 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 33716 members 
Mstep: Class 36 contains 46491 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30277 members 
Mstep: Class 40 contains 29673 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21571 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 24998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970928.000000 Penalty: 165768.828125
Iteration 327Q: 49 clusters Score -2.079709e+08 nChanged 6067
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 29139 members 
Mstep: Class 3 contains 47755 members 
Mstep: Class 4 contains 5163 members 
Mstep: Class 5 contains 29772 members 
Mstep: Class 6 contains 21805 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46642 members 
Mstep: Class 9 contains 8278 members 
Mstep: Class 10 contains 21805 members 
Mstep: Class 11 contains 51999 members 
Mstep: Class 12 contains 70138 members 
Mstep: Class 13 contains 52752 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 29419 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 39320 members 
Mstep: Class 18 contains 46288 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24611 members 
Mstep: Class 22 contains 41714 members 
Mstep: Class 23 contains 18053 members 
Mstep: Class 24 contains 28965 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47525 members 
Mstep: Class 28 contains 21968 members 
Mstep: Class 29 contains 26190 members 
Mstep: Class 30 contains 59814 members 
Mstep: Class 31 contains 53864 members 
Mstep: Class 32 contains 66401 members 
Mstep: Class 33 contains 18424 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 32846 members 
Mstep: Class 36 contains 46478 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30247 members 
Mstep: Class 40 contains 29609 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21591 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 26354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971824.000000 Penalty: 165768.828125
Iteration 328Q: 49 clusters Score -2.079718e+08 nChanged 6288
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 29152 members 
Mstep: Class 3 contains 47692 members 
Mstep: Class 4 contains 5173 members 
Mstep: Class 5 contains 29589 members 
Mstep: Class 6 contains 21281 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46316 members 
Mstep: Class 9 contains 8278 members 
Mstep: Class 10 contains 21893 members 
Mstep: Class 11 contains 51955 members 
Mstep: Class 12 contains 70142 members 
Mstep: Class 13 contains 52721 members 
Mstep: Class 14 contains 4722 members 
Mstep: Class 15 contains 29422 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 40385 members 
Mstep: Class 18 contains 46295 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24545 members 
Mstep: Class 22 contains 41772 members 
Mstep: Class 23 contains 18026 members 
Mstep: Class 24 contains 28856 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47297 members 
Mstep: Class 28 contains 21955 members 
Mstep: Class 29 contains 26174 members 
Mstep: Class 30 contains 59801 members 
Mstep: Class 31 contains 53833 members 
Mstep: Class 32 contains 66387 members 
Mstep: Class 33 contains 18425 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 31980 members 
Mstep: Class 36 contains 46461 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30207 members 
Mstep: Class 40 contains 29546 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21587 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 27785 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972480.000000 Penalty: 165768.828125
Iteration 329Q: 49 clusters Score -2.079725e+08 nChanged 6582
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 29150 members 
Mstep: Class 3 contains 47682 members 
Mstep: Class 4 contains 5180 members 
Mstep: Class 5 contains 29458 members 
Mstep: Class 6 contains 20828 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46113 members 
Mstep: Class 9 contains 8277 members 
Mstep: Class 10 contains 21963 members 
Mstep: Class 11 contains 51912 members 
Mstep: Class 12 contains 70133 members 
Mstep: Class 13 contains 52680 members 
Mstep: Class 14 contains 4722 members 
Mstep: Class 15 contains 29429 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41255 members 
Mstep: Class 18 contains 46313 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24481 members 
Mstep: Class 22 contains 41829 members 
Mstep: Class 23 contains 17991 members 
Mstep: Class 24 contains 28739 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47070 members 
Mstep: Class 28 contains 21946 members 
Mstep: Class 29 contains 26197 members 
Mstep: Class 30 contains 59763 members 
Mstep: Class 31 contains 53820 members 
Mstep: Class 32 contains 66324 members 
Mstep: Class 33 contains 18432 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 30958 members 
Mstep: Class 36 contains 46476 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30189 members 
Mstep: Class 40 contains 29456 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21578 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 29309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973392.000000 Penalty: 165768.828125
Iteration 330Q: 49 clusters Score -2.079734e+08 nChanged 6595
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 29142 members 
Mstep: Class 3 contains 47693 members 
Mstep: Class 4 contains 5182 members 
Mstep: Class 5 contains 29391 members 
Mstep: Class 6 contains 20462 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46123 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 22045 members 
Mstep: Class 11 contains 51898 members 
Mstep: Class 12 contains 70134 members 
Mstep: Class 13 contains 52637 members 
Mstep: Class 14 contains 4722 members 
Mstep: Class 15 contains 29406 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41732 members 
Mstep: Class 18 contains 46313 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24404 members 
Mstep: Class 22 contains 41866 members 
Mstep: Class 23 contains 17954 members 
Mstep: Class 24 contains 28634 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46828 members 
Mstep: Class 28 contains 21937 members 
Mstep: Class 29 contains 26218 members 
Mstep: Class 30 contains 59749 members 
Mstep: Class 31 contains 53823 members 
Mstep: Class 32 contains 66266 members 
Mstep: Class 33 contains 18421 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 29897 members 
Mstep: Class 36 contains 46472 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30128 members 
Mstep: Class 40 contains 29446 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21561 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 30894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973872.000000 Penalty: 165768.828125
Iteration 331Q: 49 clusters Score -2.079739e+08 nChanged 6497
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 29147 members 
Mstep: Class 3 contains 47667 members 
Mstep: Class 4 contains 5186 members 
Mstep: Class 5 contains 29291 members 
Mstep: Class 6 contains 20114 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46249 members 
Mstep: Class 9 contains 8275 members 
Mstep: Class 10 contains 22148 members 
Mstep: Class 11 contains 51874 members 
Mstep: Class 12 contains 70115 members 
Mstep: Class 13 contains 52580 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 15 contains 29377 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41849 members 
Mstep: Class 18 contains 46317 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24327 members 
Mstep: Class 22 contains 41864 members 
Mstep: Class 23 contains 17931 members 
Mstep: Class 24 contains 28520 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46648 members 
Mstep: Class 28 contains 21931 members 
Mstep: Class 29 contains 26228 members 
Mstep: Class 30 contains 59748 members 
Mstep: Class 31 contains 53825 members 
Mstep: Class 32 contains 66245 members 
Mstep: Class 33 contains 18419 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 28907 members 
Mstep: Class 36 contains 46498 members 
Mstep: Class 37 contains 1681 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30064 members 
Mstep: Class 40 contains 29403 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21573 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 32610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974592.000000 Penalty: 165768.828125
Iteration 332Q: 49 clusters Score -2.079746e+08 nChanged 6231
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 29149 members 
Mstep: Class 3 contains 47606 members 
Mstep: Class 4 contains 5195 members 
Mstep: Class 5 contains 29181 members 
Mstep: Class 6 contains 19812 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46356 members 
Mstep: Class 9 contains 8273 members 
Mstep: Class 10 contains 22248 members 
Mstep: Class 11 contains 51853 members 
Mstep: Class 12 contains 70092 members 
Mstep: Class 13 contains 52532 members 
Mstep: Class 14 contains 4723 members 
Mstep: Class 15 contains 29343 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41708 members 
Mstep: Class 18 contains 46321 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24250 members 
Mstep: Class 22 contains 41872 members 
Mstep: Class 23 contains 17911 members 
Mstep: Class 24 contains 28425 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46509 members 
Mstep: Class 28 contains 21916 members 
Mstep: Class 29 contains 26247 members 
Mstep: Class 30 contains 59788 members 
Mstep: Class 31 contains 53830 members 
Mstep: Class 32 contains 66226 members 
Mstep: Class 33 contains 18419 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 28116 members 
Mstep: Class 36 contains 46512 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 30012 members 
Mstep: Class 40 contains 29362 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21572 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 34294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974880.000000 Penalty: 165768.828125
Iteration 333Q: 49 clusters Score -2.079749e+08 nChanged 5988
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7162 members 
Mstep: Class 2 contains 29127 members 
Mstep: Class 3 contains 47530 members 
Mstep: Class 4 contains 5203 members 
Mstep: Class 5 contains 29072 members 
Mstep: Class 6 contains 19570 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46380 members 
Mstep: Class 9 contains 8273 members 
Mstep: Class 10 contains 22339 members 
Mstep: Class 11 contains 51822 members 
Mstep: Class 12 contains 70071 members 
Mstep: Class 13 contains 52517 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 29327 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41570 members 
Mstep: Class 18 contains 46312 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24208 members 
Mstep: Class 22 contains 41899 members 
Mstep: Class 23 contains 17888 members 
Mstep: Class 24 contains 28332 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46367 members 
Mstep: Class 28 contains 21899 members 
Mstep: Class 29 contains 26241 members 
Mstep: Class 30 contains 59767 members 
Mstep: Class 31 contains 53836 members 
Mstep: Class 32 contains 66172 members 
Mstep: Class 33 contains 18424 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 27484 members 
Mstep: Class 36 contains 46499 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29965 members 
Mstep: Class 40 contains 29340 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21562 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 35930 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975296.000000 Penalty: 165768.828125
Iteration 334Q: 49 clusters Score -2.079753e+08 nChanged 5577
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 29119 members 
Mstep: Class 3 contains 47494 members 
Mstep: Class 4 contains 5204 members 
Mstep: Class 5 contains 28990 members 
Mstep: Class 6 contains 19291 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46386 members 
Mstep: Class 9 contains 8271 members 
Mstep: Class 10 contains 22395 members 
Mstep: Class 11 contains 51811 members 
Mstep: Class 12 contains 70046 members 
Mstep: Class 13 contains 52495 members 
Mstep: Class 14 contains 4726 members 
Mstep: Class 15 contains 29330 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41220 members 
Mstep: Class 18 contains 46312 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24160 members 
Mstep: Class 22 contains 41936 members 
Mstep: Class 23 contains 17857 members 
Mstep: Class 24 contains 28232 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46242 members 
Mstep: Class 28 contains 21887 members 
Mstep: Class 29 contains 26236 members 
Mstep: Class 30 contains 59743 members 
Mstep: Class 31 contains 53843 members 
Mstep: Class 32 contains 66162 members 
Mstep: Class 33 contains 18433 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 26996 members 
Mstep: Class 36 contains 46488 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29932 members 
Mstep: Class 40 contains 29325 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21537 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 37554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975632.000000 Penalty: 165768.828125
Iteration 335Q: 49 clusters Score -2.079756e+08 nChanged 5255
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 29118 members 
Mstep: Class 3 contains 47516 members 
Mstep: Class 4 contains 5204 members 
Mstep: Class 5 contains 28916 members 
Mstep: Class 6 contains 18988 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46278 members 
Mstep: Class 9 contains 8268 members 
Mstep: Class 10 contains 22470 members 
Mstep: Class 11 contains 51807 members 
Mstep: Class 12 contains 70024 members 
Mstep: Class 13 contains 52457 members 
Mstep: Class 14 contains 4724 members 
Mstep: Class 15 contains 29326 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 40891 members 
Mstep: Class 18 contains 46305 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24118 members 
Mstep: Class 22 contains 41951 members 
Mstep: Class 23 contains 17830 members 
Mstep: Class 24 contains 28152 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46167 members 
Mstep: Class 28 contains 21877 members 
Mstep: Class 29 contains 26214 members 
Mstep: Class 30 contains 59716 members 
Mstep: Class 31 contains 53823 members 
Mstep: Class 32 contains 66152 members 
Mstep: Class 33 contains 18425 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 26651 members 
Mstep: Class 36 contains 46502 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29894 members 
Mstep: Class 40 contains 29267 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21527 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 39095 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975520.000000 Penalty: 165768.828125
Iteration 336Q: 49 clusters Score -2.079755e+08 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 29121 members 
Mstep: Class 3 contains 47488 members 
Mstep: Class 4 contains 5207 members 
Mstep: Class 5 contains 28859 members 
Mstep: Class 6 contains 18712 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46264 members 
Mstep: Class 9 contains 8265 members 
Mstep: Class 10 contains 22533 members 
Mstep: Class 11 contains 51799 members 
Mstep: Class 12 contains 69999 members 
Mstep: Class 13 contains 52405 members 
Mstep: Class 14 contains 4722 members 
Mstep: Class 15 contains 29308 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 40621 members 
Mstep: Class 18 contains 46292 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24080 members 
Mstep: Class 22 contains 41967 members 
Mstep: Class 23 contains 17808 members 
Mstep: Class 24 contains 28079 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46125 members 
Mstep: Class 28 contains 21868 members 
Mstep: Class 29 contains 26210 members 
Mstep: Class 30 contains 59696 members 
Mstep: Class 31 contains 53825 members 
Mstep: Class 32 contains 66122 members 
Mstep: Class 33 contains 18419 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 26349 members 
Mstep: Class 36 contains 46507 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29849 members 
Mstep: Class 40 contains 29265 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21511 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 40378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975392.000000 Penalty: 165768.828125
Iteration 337Q: 49 clusters Score -2.079754e+08 nChanged 4712
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7161 members 
Mstep: Class 2 contains 29138 members 
Mstep: Class 3 contains 47428 members 
Mstep: Class 4 contains 5208 members 
Mstep: Class 5 contains 28806 members 
Mstep: Class 6 contains 18522 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46507 members 
Mstep: Class 9 contains 8265 members 
Mstep: Class 10 contains 22594 members 
Mstep: Class 11 contains 51792 members 
Mstep: Class 12 contains 69973 members 
Mstep: Class 13 contains 52356 members 
Mstep: Class 14 contains 4721 members 
Mstep: Class 15 contains 29323 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 40228 members 
Mstep: Class 18 contains 46283 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24069 members 
Mstep: Class 22 contains 41984 members 
Mstep: Class 23 contains 17784 members 
Mstep: Class 24 contains 28008 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46117 members 
Mstep: Class 28 contains 21855 members 
Mstep: Class 29 contains 26197 members 
Mstep: Class 30 contains 59684 members 
Mstep: Class 31 contains 53842 members 
Mstep: Class 32 contains 66086 members 
Mstep: Class 33 contains 18409 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 26111 members 
Mstep: Class 36 contains 46492 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29778 members 
Mstep: Class 40 contains 29209 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21494 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 41390 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975392.000000 Penalty: 165768.828125
Iteration 338Q: 49 clusters Score -2.079754e+08 nChanged 4344
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 29162 members 
Mstep: Class 3 contains 47377 members 
Mstep: Class 4 contains 5208 members 
Mstep: Class 5 contains 28757 members 
Mstep: Class 6 contains 18417 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46793 members 
Mstep: Class 9 contains 8267 members 
Mstep: Class 10 contains 22658 members 
Mstep: Class 11 contains 51758 members 
Mstep: Class 12 contains 69948 members 
Mstep: Class 13 contains 52341 members 
Mstep: Class 14 contains 4721 members 
Mstep: Class 15 contains 29348 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 39972 members 
Mstep: Class 18 contains 46283 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24064 members 
Mstep: Class 22 contains 41994 members 
Mstep: Class 23 contains 17751 members 
Mstep: Class 24 contains 27944 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 21839 members 
Mstep: Class 29 contains 26192 members 
Mstep: Class 30 contains 59676 members 
Mstep: Class 31 contains 53847 members 
Mstep: Class 32 contains 66071 members 
Mstep: Class 33 contains 18390 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 25939 members 
Mstep: Class 36 contains 46468 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29731 members 
Mstep: Class 40 contains 29154 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21464 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 41985 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975472.000000 Penalty: 165768.828125
Iteration 339Q: 49 clusters Score -2.079755e+08 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 29146 members 
Mstep: Class 3 contains 47342 members 
Mstep: Class 4 contains 5209 members 
Mstep: Class 5 contains 28689 members 
Mstep: Class 6 contains 18436 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47013 members 
Mstep: Class 9 contains 8266 members 
Mstep: Class 10 contains 22752 members 
Mstep: Class 11 contains 51738 members 
Mstep: Class 12 contains 69935 members 
Mstep: Class 13 contains 52342 members 
Mstep: Class 14 contains 4717 members 
Mstep: Class 15 contains 29348 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 39893 members 
Mstep: Class 18 contains 46279 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24087 members 
Mstep: Class 22 contains 41986 members 
Mstep: Class 23 contains 17729 members 
Mstep: Class 24 contains 27897 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46133 members 
Mstep: Class 28 contains 21824 members 
Mstep: Class 29 contains 26210 members 
Mstep: Class 30 contains 59664 members 
Mstep: Class 31 contains 53859 members 
Mstep: Class 32 contains 66084 members 
Mstep: Class 33 contains 18385 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 25805 members 
Mstep: Class 36 contains 46455 members 
Mstep: Class 37 contains 1682 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29702 members 
Mstep: Class 40 contains 29095 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21417 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 42218 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976864.000000 Penalty: 165768.828125
Iteration 340F: 49 clusters Score -2.079769e+08 nChanged 5230
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 29145 members 
Mstep: Class 3 contains 47272 members 
Mstep: Class 4 contains 5210 members 
Mstep: Class 5 contains 28591 members 
Mstep: Class 6 contains 18451 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47208 members 
Mstep: Class 9 contains 8265 members 
Mstep: Class 10 contains 22839 members 
Mstep: Class 11 contains 51715 members 
Mstep: Class 12 contains 69901 members 
Mstep: Class 13 contains 52362 members 
Mstep: Class 14 contains 4714 members 
Mstep: Class 15 contains 29323 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 39843 members 
Mstep: Class 18 contains 46286 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24101 members 
Mstep: Class 22 contains 41983 members 
Mstep: Class 23 contains 17709 members 
Mstep: Class 24 contains 27829 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46136 members 
Mstep: Class 28 contains 21812 members 
Mstep: Class 29 contains 26225 members 
Mstep: Class 30 contains 59625 members 
Mstep: Class 31 contains 53851 members 
Mstep: Class 32 contains 66075 members 
Mstep: Class 33 contains 18371 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 24954 members 
Mstep: Class 36 contains 46416 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29660 members 
Mstep: Class 40 contains 29052 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21386 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976080.000000 Penalty: 165768.828125
Iteration 341Q: 49 clusters Score -2.079761e+08 nChanged 5273
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 29123 members 
Mstep: Class 3 contains 47181 members 
Mstep: Class 4 contains 5213 members 
Mstep: Class 5 contains 28478 members 
Mstep: Class 6 contains 18546 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47221 members 
Mstep: Class 9 contains 8264 members 
Mstep: Class 10 contains 22952 members 
Mstep: Class 11 contains 51686 members 
Mstep: Class 12 contains 69891 members 
Mstep: Class 13 contains 52370 members 
Mstep: Class 14 contains 4713 members 
Mstep: Class 15 contains 29329 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 40042 members 
Mstep: Class 18 contains 46270 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24095 members 
Mstep: Class 22 contains 41978 members 
Mstep: Class 23 contains 17697 members 
Mstep: Class 24 contains 27781 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46154 members 
Mstep: Class 28 contains 21785 members 
Mstep: Class 29 contains 26242 members 
Mstep: Class 30 contains 59611 members 
Mstep: Class 31 contains 53848 members 
Mstep: Class 32 contains 66052 members 
Mstep: Class 33 contains 18363 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 24238 members 
Mstep: Class 36 contains 46410 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29641 members 
Mstep: Class 40 contains 28985 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21351 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44145 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975760.000000 Penalty: 165768.828125
Iteration 342Q: 49 clusters Score -2.079758e+08 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 29112 members 
Mstep: Class 3 contains 47136 members 
Mstep: Class 4 contains 5214 members 
Mstep: Class 5 contains 28395 members 
Mstep: Class 6 contains 18685 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47132 members 
Mstep: Class 9 contains 8261 members 
Mstep: Class 10 contains 23052 members 
Mstep: Class 11 contains 51666 members 
Mstep: Class 12 contains 69870 members 
Mstep: Class 13 contains 52380 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 15 contains 29324 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 40338 members 
Mstep: Class 18 contains 46292 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24060 members 
Mstep: Class 22 contains 41953 members 
Mstep: Class 23 contains 17696 members 
Mstep: Class 24 contains 27742 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46176 members 
Mstep: Class 28 contains 21769 members 
Mstep: Class 29 contains 26259 members 
Mstep: Class 30 contains 59615 members 
Mstep: Class 31 contains 53853 members 
Mstep: Class 32 contains 66032 members 
Mstep: Class 33 contains 18348 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 23548 members 
Mstep: Class 36 contains 46429 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29615 members 
Mstep: Class 40 contains 28965 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21317 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44705 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975664.000000 Penalty: 165768.828125
Iteration 343Q: 49 clusters Score -2.079757e+08 nChanged 4803
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 29106 members 
Mstep: Class 3 contains 47114 members 
Mstep: Class 4 contains 5215 members 
Mstep: Class 5 contains 28298 members 
Mstep: Class 6 contains 18862 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46983 members 
Mstep: Class 9 contains 8256 members 
Mstep: Class 10 contains 23169 members 
Mstep: Class 11 contains 51621 members 
Mstep: Class 12 contains 69861 members 
Mstep: Class 13 contains 52416 members 
Mstep: Class 14 contains 4715 members 
Mstep: Class 15 contains 29316 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 40702 members 
Mstep: Class 18 contains 46303 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24057 members 
Mstep: Class 22 contains 41929 members 
Mstep: Class 23 contains 17698 members 
Mstep: Class 24 contains 27711 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46189 members 
Mstep: Class 28 contains 21753 members 
Mstep: Class 29 contains 26319 members 
Mstep: Class 30 contains 59626 members 
Mstep: Class 31 contains 53844 members 
Mstep: Class 32 contains 66030 members 
Mstep: Class 33 contains 18333 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 22893 members 
Mstep: Class 36 contains 46431 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29545 members 
Mstep: Class 40 contains 28911 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21295 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45153 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975088.000000 Penalty: 165768.828125
Iteration 344Q: 49 clusters Score -2.079751e+08 nChanged 4634
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 29087 members 
Mstep: Class 3 contains 47064 members 
Mstep: Class 4 contains 5217 members 
Mstep: Class 5 contains 28234 members 
Mstep: Class 6 contains 19036 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46807 members 
Mstep: Class 9 contains 8255 members 
Mstep: Class 10 contains 23294 members 
Mstep: Class 11 contains 51570 members 
Mstep: Class 12 contains 69829 members 
Mstep: Class 13 contains 52441 members 
Mstep: Class 14 contains 4711 members 
Mstep: Class 15 contains 29328 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41113 members 
Mstep: Class 18 contains 46311 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24066 members 
Mstep: Class 22 contains 41899 members 
Mstep: Class 23 contains 17692 members 
Mstep: Class 24 contains 27684 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46246 members 
Mstep: Class 28 contains 21728 members 
Mstep: Class 29 contains 26375 members 
Mstep: Class 30 contains 59681 members 
Mstep: Class 31 contains 53851 members 
Mstep: Class 32 contains 66045 members 
Mstep: Class 33 contains 18332 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 22209 members 
Mstep: Class 36 contains 46432 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29496 members 
Mstep: Class 40 contains 28840 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1117 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21297 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45485 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974816.000000 Penalty: 165768.828125
Iteration 345Q: 49 clusters Score -2.079748e+08 nChanged 4515
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 29046 members 
Mstep: Class 3 contains 47011 members 
Mstep: Class 4 contains 5220 members 
Mstep: Class 5 contains 28153 members 
Mstep: Class 6 contains 19281 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46630 members 
Mstep: Class 9 contains 8254 members 
Mstep: Class 10 contains 23417 members 
Mstep: Class 11 contains 51528 members 
Mstep: Class 12 contains 69791 members 
Mstep: Class 13 contains 52487 members 
Mstep: Class 14 contains 4709 members 
Mstep: Class 15 contains 29353 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41559 members 
Mstep: Class 18 contains 46324 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24065 members 
Mstep: Class 22 contains 41855 members 
Mstep: Class 23 contains 17677 members 
Mstep: Class 24 contains 27662 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46314 members 
Mstep: Class 28 contains 21710 members 
Mstep: Class 29 contains 26425 members 
Mstep: Class 30 contains 59723 members 
Mstep: Class 31 contains 53843 members 
Mstep: Class 32 contains 66055 members 
Mstep: Class 33 contains 18336 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 21525 members 
Mstep: Class 36 contains 46456 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29457 members 
Mstep: Class 40 contains 28807 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21287 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45695 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974384.000000 Penalty: 165768.828125
Iteration 346Q: 49 clusters Score -2.079744e+08 nChanged 4335
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 29009 members 
Mstep: Class 3 contains 46927 members 
Mstep: Class 4 contains 5225 members 
Mstep: Class 5 contains 28106 members 
Mstep: Class 6 contains 19552 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46450 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 23538 members 
Mstep: Class 11 contains 51504 members 
Mstep: Class 12 contains 69788 members 
Mstep: Class 13 contains 52558 members 
Mstep: Class 14 contains 4704 members 
Mstep: Class 15 contains 29369 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42010 members 
Mstep: Class 18 contains 46309 members 
Mstep: Class 19 contains 500 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24067 members 
Mstep: Class 22 contains 41818 members 
Mstep: Class 23 contains 17661 members 
Mstep: Class 24 contains 27622 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46365 members 
Mstep: Class 28 contains 21694 members 
Mstep: Class 29 contains 26486 members 
Mstep: Class 30 contains 59708 members 
Mstep: Class 31 contains 53864 members 
Mstep: Class 32 contains 66111 members 
Mstep: Class 33 contains 18336 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 20969 members 
Mstep: Class 36 contains 46474 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29445 members 
Mstep: Class 40 contains 28730 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21282 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45722 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974656.000000 Penalty: 165768.828125
Iteration 347Q: 49 clusters Score -2.079747e+08 nChanged 4012
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 29001 members 
Mstep: Class 3 contains 46936 members 
Mstep: Class 4 contains 5224 members 
Mstep: Class 5 contains 28052 members 
Mstep: Class 6 contains 19794 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46355 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 23658 members 
Mstep: Class 11 contains 51465 members 
Mstep: Class 12 contains 69787 members 
Mstep: Class 13 contains 52599 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 29348 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42365 members 
Mstep: Class 18 contains 46308 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24066 members 
Mstep: Class 22 contains 41761 members 
Mstep: Class 23 contains 17649 members 
Mstep: Class 24 contains 27592 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46360 members 
Mstep: Class 28 contains 21683 members 
Mstep: Class 29 contains 26542 members 
Mstep: Class 30 contains 59722 members 
Mstep: Class 31 contains 53865 members 
Mstep: Class 32 contains 66128 members 
Mstep: Class 33 contains 18328 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 20545 members 
Mstep: Class 36 contains 46512 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29427 members 
Mstep: Class 40 contains 28674 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21296 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974224.000000 Penalty: 165768.828125
Iteration 348Q: 49 clusters Score -2.079742e+08 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 29000 members 
Mstep: Class 3 contains 46933 members 
Mstep: Class 4 contains 5224 members 
Mstep: Class 5 contains 28025 members 
Mstep: Class 6 contains 20044 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46272 members 
Mstep: Class 9 contains 8249 members 
Mstep: Class 10 contains 23760 members 
Mstep: Class 11 contains 51431 members 
Mstep: Class 12 contains 69786 members 
Mstep: Class 13 contains 52614 members 
Mstep: Class 14 contains 4697 members 
Mstep: Class 15 contains 29350 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42675 members 
Mstep: Class 18 contains 46322 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24054 members 
Mstep: Class 22 contains 41713 members 
Mstep: Class 23 contains 17630 members 
Mstep: Class 24 contains 27532 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46373 members 
Mstep: Class 28 contains 21669 members 
Mstep: Class 29 contains 26574 members 
Mstep: Class 30 contains 59690 members 
Mstep: Class 31 contains 53897 members 
Mstep: Class 32 contains 66165 members 
Mstep: Class 33 contains 18325 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 20219 members 
Mstep: Class 36 contains 46525 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29402 members 
Mstep: Class 40 contains 28618 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21316 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45573 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974848.000000 Penalty: 165768.828125
Iteration 349Q: 49 clusters Score -2.079748e+08 nChanged 3398
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28963 members 
Mstep: Class 3 contains 46914 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 27987 members 
Mstep: Class 6 contains 20317 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46229 members 
Mstep: Class 9 contains 8250 members 
Mstep: Class 10 contains 23883 members 
Mstep: Class 11 contains 51403 members 
Mstep: Class 12 contains 69786 members 
Mstep: Class 13 contains 52640 members 
Mstep: Class 14 contains 4696 members 
Mstep: Class 15 contains 29363 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42892 members 
Mstep: Class 18 contains 46336 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24028 members 
Mstep: Class 22 contains 41668 members 
Mstep: Class 23 contains 17611 members 
Mstep: Class 24 contains 27468 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46364 members 
Mstep: Class 28 contains 21662 members 
Mstep: Class 29 contains 26596 members 
Mstep: Class 30 contains 59664 members 
Mstep: Class 31 contains 53914 members 
Mstep: Class 32 contains 66211 members 
Mstep: Class 33 contains 18307 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 20007 members 
Mstep: Class 36 contains 46535 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29388 members 
Mstep: Class 40 contains 28575 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21335 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974512.000000 Penalty: 165768.828125
Iteration 350Q: 49 clusters Score -2.079745e+08 nChanged 3172
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 28909 members 
Mstep: Class 3 contains 46935 members 
Mstep: Class 4 contains 5231 members 
Mstep: Class 5 contains 27963 members 
Mstep: Class 6 contains 20584 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46150 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 23970 members 
Mstep: Class 11 contains 51351 members 
Mstep: Class 12 contains 69786 members 
Mstep: Class 13 contains 52690 members 
Mstep: Class 14 contains 4695 members 
Mstep: Class 15 contains 29372 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43032 members 
Mstep: Class 18 contains 46349 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24012 members 
Mstep: Class 22 contains 41582 members 
Mstep: Class 23 contains 17605 members 
Mstep: Class 24 contains 27403 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46389 members 
Mstep: Class 28 contains 21649 members 
Mstep: Class 29 contains 26599 members 
Mstep: Class 30 contains 59653 members 
Mstep: Class 31 contains 53951 members 
Mstep: Class 32 contains 66239 members 
Mstep: Class 33 contains 18293 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19835 members 
Mstep: Class 36 contains 46550 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29427 members 
Mstep: Class 40 contains 28556 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21339 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45309 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974320.000000 Penalty: 165768.828125
Iteration 351Q: 49 clusters Score -2.079743e+08 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28835 members 
Mstep: Class 3 contains 46955 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 27935 members 
Mstep: Class 6 contains 20855 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46117 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 24088 members 
Mstep: Class 11 contains 51321 members 
Mstep: Class 12 contains 69803 members 
Mstep: Class 13 contains 52712 members 
Mstep: Class 14 contains 4692 members 
Mstep: Class 15 contains 29368 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43119 members 
Mstep: Class 18 contains 46369 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24015 members 
Mstep: Class 22 contains 41516 members 
Mstep: Class 23 contains 17596 members 
Mstep: Class 24 contains 27335 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46336 members 
Mstep: Class 28 contains 21640 members 
Mstep: Class 29 contains 26611 members 
Mstep: Class 30 contains 59641 members 
Mstep: Class 31 contains 53962 members 
Mstep: Class 32 contains 66281 members 
Mstep: Class 33 contains 18289 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19707 members 
Mstep: Class 36 contains 46550 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29430 members 
Mstep: Class 40 contains 28532 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21367 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45197 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974368.000000 Penalty: 165768.828125
Iteration 352Q: 49 clusters Score -2.079744e+08 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28756 members 
Mstep: Class 3 contains 46981 members 
Mstep: Class 4 contains 5237 members 
Mstep: Class 5 contains 27923 members 
Mstep: Class 6 contains 21096 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46111 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 24208 members 
Mstep: Class 11 contains 51290 members 
Mstep: Class 12 contains 69809 members 
Mstep: Class 13 contains 52720 members 
Mstep: Class 14 contains 4691 members 
Mstep: Class 15 contains 29340 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43235 members 
Mstep: Class 18 contains 46404 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24010 members 
Mstep: Class 22 contains 41466 members 
Mstep: Class 23 contains 17606 members 
Mstep: Class 24 contains 27260 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46304 members 
Mstep: Class 28 contains 21634 members 
Mstep: Class 29 contains 26605 members 
Mstep: Class 30 contains 59654 members 
Mstep: Class 31 contains 53966 members 
Mstep: Class 32 contains 66282 members 
Mstep: Class 33 contains 18288 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19609 members 
Mstep: Class 36 contains 46565 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29393 members 
Mstep: Class 40 contains 28525 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21408 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45032 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974944.000000 Penalty: 165768.828125
Iteration 353Q: 49 clusters Score -2.079749e+08 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28672 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 5236 members 
Mstep: Class 5 contains 27913 members 
Mstep: Class 6 contains 21370 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46053 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 24329 members 
Mstep: Class 11 contains 51258 members 
Mstep: Class 12 contains 69813 members 
Mstep: Class 13 contains 52729 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 29319 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43293 members 
Mstep: Class 18 contains 46428 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24012 members 
Mstep: Class 22 contains 41421 members 
Mstep: Class 23 contains 17603 members 
Mstep: Class 24 contains 27190 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46301 members 
Mstep: Class 28 contains 21629 members 
Mstep: Class 29 contains 26594 members 
Mstep: Class 30 contains 59684 members 
Mstep: Class 31 contains 53977 members 
Mstep: Class 32 contains 66300 members 
Mstep: Class 33 contains 18289 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19530 members 
Mstep: Class 36 contains 46550 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29372 members 
Mstep: Class 40 contains 28491 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21474 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44884 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974608.000000 Penalty: 165768.828125
Iteration 354Q: 49 clusters Score -2.079746e+08 nChanged 2838
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28611 members 
Mstep: Class 3 contains 47045 members 
Mstep: Class 4 contains 5236 members 
Mstep: Class 5 contains 27924 members 
Mstep: Class 6 contains 21619 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46006 members 
Mstep: Class 9 contains 8249 members 
Mstep: Class 10 contains 24419 members 
Mstep: Class 11 contains 51235 members 
Mstep: Class 12 contains 69812 members 
Mstep: Class 13 contains 52751 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 29312 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43301 members 
Mstep: Class 18 contains 46421 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24027 members 
Mstep: Class 22 contains 41358 members 
Mstep: Class 23 contains 17608 members 
Mstep: Class 24 contains 27119 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46261 members 
Mstep: Class 28 contains 21618 members 
Mstep: Class 29 contains 26589 members 
Mstep: Class 30 contains 59704 members 
Mstep: Class 31 contains 53993 members 
Mstep: Class 32 contains 66323 members 
Mstep: Class 33 contains 18290 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19467 members 
Mstep: Class 36 contains 46556 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29364 members 
Mstep: Class 40 contains 28470 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21513 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44770 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975120.000000 Penalty: 165768.828125
Iteration 355Q: 49 clusters Score -2.079751e+08 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28558 members 
Mstep: Class 3 contains 47024 members 
Mstep: Class 4 contains 5236 members 
Mstep: Class 5 contains 27888 members 
Mstep: Class 6 contains 21883 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 45987 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 24494 members 
Mstep: Class 11 contains 51214 members 
Mstep: Class 12 contains 69825 members 
Mstep: Class 13 contains 52771 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 29310 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43307 members 
Mstep: Class 18 contains 46430 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24069 members 
Mstep: Class 22 contains 41334 members 
Mstep: Class 23 contains 17600 members 
Mstep: Class 24 contains 27071 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46251 members 
Mstep: Class 28 contains 21604 members 
Mstep: Class 29 contains 26565 members 
Mstep: Class 30 contains 59720 members 
Mstep: Class 31 contains 54020 members 
Mstep: Class 32 contains 66335 members 
Mstep: Class 33 contains 18291 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19422 members 
Mstep: Class 36 contains 46560 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29356 members 
Mstep: Class 40 contains 28432 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21526 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44635 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975056.000000 Penalty: 165768.828125
Iteration 356Q: 49 clusters Score -2.079751e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 28521 members 
Mstep: Class 3 contains 47012 members 
Mstep: Class 4 contains 5234 members 
Mstep: Class 5 contains 27853 members 
Mstep: Class 6 contains 22139 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 45991 members 
Mstep: Class 9 contains 8252 members 
Mstep: Class 10 contains 24589 members 
Mstep: Class 11 contains 51192 members 
Mstep: Class 12 contains 69820 members 
Mstep: Class 13 contains 52789 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 29311 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43251 members 
Mstep: Class 18 contains 46435 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24068 members 
Mstep: Class 22 contains 41324 members 
Mstep: Class 23 contains 17597 members 
Mstep: Class 24 contains 27015 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46232 members 
Mstep: Class 28 contains 21587 members 
Mstep: Class 29 contains 26532 members 
Mstep: Class 30 contains 59733 members 
Mstep: Class 31 contains 54040 members 
Mstep: Class 32 contains 66353 members 
Mstep: Class 33 contains 18286 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19397 members 
Mstep: Class 36 contains 46553 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29391 members 
Mstep: Class 40 contains 28379 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21564 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44528 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975632.000000 Penalty: 165768.828125
Iteration 357Q: 49 clusters Score -2.079756e+08 nChanged 2412
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 28498 members 
Mstep: Class 3 contains 46990 members 
Mstep: Class 4 contains 5235 members 
Mstep: Class 5 contains 27799 members 
Mstep: Class 6 contains 22402 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 45998 members 
Mstep: Class 9 contains 8250 members 
Mstep: Class 10 contains 24676 members 
Mstep: Class 11 contains 51183 members 
Mstep: Class 12 contains 69805 members 
Mstep: Class 13 contains 52797 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 29311 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43207 members 
Mstep: Class 18 contains 46429 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24068 members 
Mstep: Class 22 contains 41305 members 
Mstep: Class 23 contains 17610 members 
Mstep: Class 24 contains 26961 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46269 members 
Mstep: Class 28 contains 21584 members 
Mstep: Class 29 contains 26537 members 
Mstep: Class 30 contains 59734 members 
Mstep: Class 31 contains 54070 members 
Mstep: Class 32 contains 66361 members 
Mstep: Class 33 contains 18281 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19370 members 
Mstep: Class 36 contains 46570 members 
Mstep: Class 37 contains 1683 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29344 members 
Mstep: Class 40 contains 28324 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21610 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975776.000000 Penalty: 165768.828125
Iteration 358Q: 49 clusters Score -2.079758e+08 nChanged 2416
Entering ConstructFrom: 
Score: -207975776.000000 Penalty: 165768.828125
Entering ConstructFrom: 
Trying to split cluster 1 (7157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7157 members 
Entering Unmasked Estep 
Score: -1304918.875000 Penalty: 2201.209717
	Iteration 0F: 2 clusters Score -1304919 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3622 members 
Mstep: Class 2 contains 3535 members 
Entering Unmasked Estep 
Score: -1299072.000000 Penalty: 4402.419434
	Iteration 0F: 3 clusters Score -1299072 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1300651.125000 Penalty: 4402.419434
	Iteration 1F: 3 clusters Score -1300651 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -1300971.750000 Penalty: 4402.419434
	Iteration 2F: 3 clusters Score -1300972 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1301253.625000 Penalty: 4402.419434
	Iteration 3F: 3 clusters Score -1301254 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 3314 members 
Entering Unmasked Estep 
Score: -1301616.125000 Penalty: 4402.419434
	Iteration 4F: 3 clusters Score -1301616 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -1302204.250000 Penalty: 4402.419434
	Iteration 5F: 3 clusters Score -1302204 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -1302907.000000 Penalty: 4402.419434
	Iteration 6F: 3 clusters Score -1302907 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3521 members 
Mstep: Class 2 contains 3636 members 
Entering Unmasked Estep 
Score: -1303407.250000 Penalty: 4402.419434
	Iteration 7F: 3 clusters Score -1303407 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 3789 members 
Entering Unmasked Estep 
Score: -1303745.500000 Penalty: 4402.419434
	Iteration 8F: 3 clusters Score -1303746 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 3898 members 
Entering Unmasked Estep 
Score: -1303969.625000 Penalty: 4402.419434
	Iteration 9Q: 3 clusters Score -1303970 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1304097.500000 Penalty: 4402.419434
	Iteration 10Q: 3 clusters Score -1304098 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1304172.500000 Penalty: 4402.419434
	Iteration 11Q: 3 clusters Score -1304172 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -1304221.750000 Penalty: 4402.419434
	Iteration 12Q: 3 clusters Score -1304222 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2963 members 
Mstep: Class 2 contains 4194 members 
Entering Unmasked Estep 
Score: -1304259.375000 Penalty: 4402.419434
	Iteration 13Q: 3 clusters Score -1304259 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 4225 members 
Entering Unmasked Estep 
Score: -1304278.250000 Penalty: 4402.419434
	Iteration 14Q: 3 clusters Score -1304278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2897 members 
Mstep: Class 2 contains 4260 members 
Entering Unmasked Estep 
Score: -1304295.375000 Penalty: 4402.419434
	Iteration 15Q: 3 clusters Score -1304295 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2869 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -1304308.750000 Penalty: 4402.419434
	Iteration 16Q: 3 clusters Score -1304309 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2852 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -1304311.625000 Penalty: 4402.419434
	Iteration 17Q: 3 clusters Score -1304312 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1304316.875000 Penalty: 4402.419434
	Iteration 18Q: 3 clusters Score -1304317 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2822 members 
Mstep: Class 2 contains 4335 members 
Entering Unmasked Estep 
Score: -1304322.125000 Penalty: 4402.419434
	Iteration 19Q: 3 clusters Score -1304322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2811 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -1304322.875000 Penalty: 4402.419434
	Iteration 20F: 3 clusters Score -1304323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -1304324.250000 Penalty: 4402.419434
	Iteration 21Q: 3 clusters Score -1304324 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2798 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1304325.375000 Penalty: 4402.419434
	Iteration 22Q: 3 clusters Score -1304325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2794 members 
Mstep: Class 2 contains 4363 members 
Entering Unmasked Estep 
Score: -1304327.500000 Penalty: 4402.419434
	Iteration 23Q: 3 clusters Score -1304328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1304327.375000 Penalty: 4402.419434
	Iteration 24Q: 3 clusters Score -1304327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -1304329.125000 Penalty: 4402.419434
	Iteration 25Q: 3 clusters Score -1304329 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1304329.750000 Penalty: 4402.419434
	Iteration 26Q: 3 clusters Score -1304330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1304329.750000 Penalty: 4402.419434
	Iteration 27Q: 3 clusters Score -1304330 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1304329.625000 Penalty: 4402.419434
	Iteration 28Q: 3 clusters Score -1304330 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 4370 members 
Entering Unmasked Estep 
Score: -1304329.625000 Penalty: 4402.419434
	Iteration 29F: 3 clusters Score -1304330 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28485 members 
Entering Unmasked Estep 
Score: -5662842.500000 Penalty: 2543.768799
	Iteration 0F: 2 clusters Score -5662842 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14174 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -5644178.500000 Penalty: 5087.537598
	Iteration 0F: 3 clusters Score -5644178 nChanged 12750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13696 members 
Mstep: Class 2 contains 14789 members 
Entering Unmasked Estep 
Score: -5651030.000000 Penalty: 5087.537598
	Iteration 1F: 3 clusters Score -5651030 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13350 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5651502.000000 Penalty: 5087.537598
	Iteration 2Q: 3 clusters Score -5651502 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12877 members 
Mstep: Class 2 contains 15608 members 
Entering Unmasked Estep 
Score: -5651913.000000 Penalty: 5087.537598
	Iteration 3Q: 3 clusters Score -5651913 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
Score: -5652331.000000 Penalty: 5087.537598
	Iteration 4Q: 3 clusters Score -5652331 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -5652802.000000 Penalty: 5087.537598
	Iteration 5Q: 3 clusters Score -5652802 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10455 members 
Mstep: Class 2 contains 18030 members 
Entering Unmasked Estep 
Score: -5653354.000000 Penalty: 5087.537598
	Iteration 6Q: 3 clusters Score -5653354 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9138 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -5654160.500000 Penalty: 5087.537598
	Iteration 7F: 3 clusters Score -5654160 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -5655159.500000 Penalty: 5087.537598
	Iteration 8F: 3 clusters Score -5655160 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -5656271.500000 Penalty: 5087.537598
	Iteration 9F: 3 clusters Score -5656272 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4253 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -5657344.500000 Penalty: 5087.537598
	Iteration 10F: 3 clusters Score -5657344 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 25580 members 
Entering Unmasked Estep 
Score: -5658279.500000 Penalty: 5087.537598
	Iteration 11Q: 3 clusters Score -5658280 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 26608 members 
Entering Unmasked Estep 
Score: -5659289.000000 Penalty: 5087.537598
	Iteration 12Q: 3 clusters Score -5659289 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 27227 members 
Entering Unmasked Estep 
Score: -5659856.000000 Penalty: 5087.537598
	Iteration 13Q: 3 clusters Score -5659856 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 27583 members 
Entering Unmasked Estep 
Score: -5660141.500000 Penalty: 5087.537598
	Iteration 14Q: 3 clusters Score -5660142 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 27798 members 
Entering Unmasked Estep 
Score: -5660322.500000 Penalty: 5087.537598
	Iteration 15Q: 3 clusters Score -5660322 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 27915 members 
Entering Unmasked Estep 
Score: -5660431.500000 Penalty: 5087.537598
	Iteration 16Q: 3 clusters Score -5660432 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 27983 members 
Entering Unmasked Estep 
Score: -5660484.500000 Penalty: 5087.537598
	Iteration 17Q: 3 clusters Score -5660484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -5660541.000000 Penalty: 5087.537598
	Iteration 18Q: 3 clusters Score -5660541 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 28056 members 
Entering Unmasked Estep 
Score: -5660572.500000 Penalty: 5087.537598
	Iteration 19Q: 3 clusters Score -5660572 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 28084 members 
Entering Unmasked Estep 
Score: -5660592.000000 Penalty: 5087.537598
	Iteration 20F: 3 clusters Score -5660592 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -5660624.000000 Penalty: 5087.537598
	Iteration 21Q: 3 clusters Score -5660624 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -5660626.500000 Penalty: 5087.537598
	Iteration 22Q: 3 clusters Score -5660626 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 28113 members 
Entering Unmasked Estep 
Score: -5660639.000000 Penalty: 5087.537598
	Iteration 23Q: 3 clusters Score -5660639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 28119 members 
Entering Unmasked Estep 
Score: -5660646.000000 Penalty: 5087.537598
	Iteration 24Q: 3 clusters Score -5660646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -5660656.500000 Penalty: 5087.537598
	Iteration 25Q: 3 clusters Score -5660656 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 28126 members 
Entering Unmasked Estep 
Score: -5660663.000000 Penalty: 5087.537598
	Iteration 26Q: 3 clusters Score -5660663 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -5660671.000000 Penalty: 5087.537598
	Iteration 27Q: 3 clusters Score -5660671 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 28140 members 
Entering Unmasked Estep 
Score: -5660679.500000 Penalty: 5087.537598
	Iteration 28Q: 3 clusters Score -5660680 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5660682.500000 Penalty: 5087.537598
	Iteration 29Q: 3 clusters Score -5660682 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -5660682.500000 Penalty: 5087.537598
	Iteration 30F: 3 clusters Score -5660682 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (46994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46994 members 
Entering Unmasked Estep 
Score: -9025775.000000 Penalty: 2667.928223
	Iteration 0F: 2 clusters Score -9025775 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 23331 members 
Entering Unmasked Estep 
Score: -8998571.000000 Penalty: 5335.856445
	Iteration 0F: 3 clusters Score -8998571 nChanged 21807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25170 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -9010477.000000 Penalty: 5335.856445
	Iteration 1F: 3 clusters Score -9010477 nChanged 1858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26198 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -9011058.000000 Penalty: 5335.856445
	Iteration 2Q: 3 clusters Score -9011058 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27681 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -9011709.000000 Penalty: 5335.856445
	Iteration 3Q: 3 clusters Score -9011709 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29698 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -9012685.000000 Penalty: 5335.856445
	Iteration 4F: 3 clusters Score -9012685 nChanged 2870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32374 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -9014100.000000 Penalty: 5335.856445
	Iteration 5F: 3 clusters Score -9014100 nChanged 3251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35481 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -9015999.000000 Penalty: 5335.856445
	Iteration 6F: 3 clusters Score -9015999 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38736 members 
Mstep: Class 2 contains 8258 members 
Entering Unmasked Estep 
Score: -9018365.000000 Penalty: 5335.856445
	Iteration 7F: 3 clusters Score -9018365 nChanged 2899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -9020512.000000 Penalty: 5335.856445
	Iteration 8F: 3 clusters Score -9020512 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43626 members 
Mstep: Class 2 contains 3368 members 
Entering Unmasked Estep 
Score: -9021714.000000 Penalty: 5335.856445
	Iteration 9Q: 3 clusters Score -9021714 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44883 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -9022394.000000 Penalty: 5335.856445
	Iteration 10Q: 3 clusters Score -9022394 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45638 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -9022938.000000 Penalty: 5335.856445
	Iteration 11Q: 3 clusters Score -9022938 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46041 members 
Mstep: Class 2 contains 953 members 
Entering Unmasked Estep 
Score: -9023176.000000 Penalty: 5335.856445
	Iteration 12Q: 3 clusters Score -9023176 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46251 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -9023279.000000 Penalty: 5335.856445
	Iteration 13Q: 3 clusters Score -9023279 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46355 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9023345.000000 Penalty: 5335.856445
	Iteration 14Q: 3 clusters Score -9023345 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46421 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9023388.000000 Penalty: 5335.856445
	Iteration 15Q: 3 clusters Score -9023388 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46462 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -9023402.000000 Penalty: 5335.856445
	Iteration 16Q: 3 clusters Score -9023402 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46488 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -9023429.000000 Penalty: 5335.856445
	Iteration 17Q: 3 clusters Score -9023429 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46512 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -9023442.000000 Penalty: 5335.856445
	Iteration 18Q: 3 clusters Score -9023442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46533 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -9023477.000000 Penalty: 5335.856445
	Iteration 19Q: 3 clusters Score -9023477 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46546 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -9023494.000000 Penalty: 5335.856445
	Iteration 20F: 3 clusters Score -9023494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46555 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -9023495.000000 Penalty: 5335.856445
	Iteration 21Q: 3 clusters Score -9023495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46565 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -9023508.000000 Penalty: 5335.856445
	Iteration 22Q: 3 clusters Score -9023508 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46566 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -9023508.000000 Penalty: 5335.856445
	Iteration 23Q: 3 clusters Score -9023508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46570 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -9023510.000000 Penalty: 5335.856445
	Iteration 24Q: 3 clusters Score -9023510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9023509.000000 Penalty: 5335.856445
	Iteration 25Q: 3 clusters Score -9023509 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -9023509.000000 Penalty: 5335.856445
	Iteration 26F: 3 clusters Score -9023509 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (5237 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5237 members 
Entering Unmasked Estep 
Score: -976011.000000 Penalty: 2123.749023
	Iteration 0F: 2 clusters Score -976011 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -971394.875000 Penalty: 4247.498047
	Iteration 0F: 3 clusters Score -971394.9 nChanged 2013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -972514.937500 Penalty: 4247.498047
	Iteration 1F: 3 clusters Score -972514.9 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -972737.750000 Penalty: 4247.498047
	Iteration 2F: 3 clusters Score -972737.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -972913.062500 Penalty: 4247.498047
	Iteration 3F: 3 clusters Score -972913.1 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -973095.000000 Penalty: 4247.498047
	Iteration 4Q: 3 clusters Score -973095 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -973330.312500 Penalty: 4247.498047
	Iteration 5Q: 3 clusters Score -973330.3 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3062 members 
Entering Unmasked Estep 
Score: -973600.000000 Penalty: 4247.498047
	Iteration 6F: 3 clusters Score -973600 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3193 members 
Entering Unmasked Estep 
Score: -973867.812500 Penalty: 4247.498047
	Iteration 7F: 3 clusters Score -973867.8 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 3324 members 
Entering Unmasked Estep 
Score: -974101.562500 Penalty: 4247.498047
	Iteration 8F: 3 clusters Score -974101.6 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -974291.250000 Penalty: 4247.498047
	Iteration 9Q: 3 clusters Score -974291.2 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1640 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -974425.312500 Penalty: 4247.498047
	Iteration 10Q: 3 clusters Score -974425.3 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1533 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -974524.750000 Penalty: 4247.498047
	Iteration 11Q: 3 clusters Score -974524.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -974604.187500 Penalty: 4247.498047
	Iteration 12Q: 3 clusters Score -974604.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -974657.437500 Penalty: 4247.498047
	Iteration 13Q: 3 clusters Score -974657.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 3929 members 
Entering Unmasked Estep 
Score: -974693.312500 Penalty: 4247.498047
	Iteration 14Q: 3 clusters Score -974693.3 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1252 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -974723.875000 Penalty: 4247.498047
	Iteration 15Q: 3 clusters Score -974723.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -974750.937500 Penalty: 4247.498047
	Iteration 16Q: 3 clusters Score -974750.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -974773.375000 Penalty: 4247.498047
	Iteration 17Q: 3 clusters Score -974773.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -974788.375000 Penalty: 4247.498047
	Iteration 18Q: 3 clusters Score -974788.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 4140 members 
Entering Unmasked Estep 
Score: -974802.125000 Penalty: 4247.498047
	Iteration 19Q: 3 clusters Score -974802.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -974810.375000 Penalty: 4247.498047
	Iteration 20F: 3 clusters Score -974810.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4173 members 
Entering Unmasked Estep 
Score: -974815.187500 Penalty: 4247.498047
	Iteration 21Q: 3 clusters Score -974815.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -974821.187500 Penalty: 4247.498047
	Iteration 22Q: 3 clusters Score -974821.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 4206 members 
Entering Unmasked Estep 
Score: -974830.250000 Penalty: 4247.498047
	Iteration 23Q: 3 clusters Score -974830.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -974835.375000 Penalty: 4247.498047
	Iteration 24Q: 3 clusters Score -974835.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -974844.062500 Penalty: 4247.498047
	Iteration 25Q: 3 clusters Score -974844.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -974848.125000 Penalty: 4247.498047
	Iteration 26Q: 3 clusters Score -974848.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -974853.812500 Penalty: 4247.498047
	Iteration 27Q: 3 clusters Score -974853.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -974853.937500 Penalty: 4247.498047
	Iteration 28Q: 3 clusters Score -974853.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -974855.312500 Penalty: 4247.498047
	Iteration 29Q: 3 clusters Score -974855.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -974856.875000 Penalty: 4247.498047
	Iteration 30Q: 3 clusters Score -974856.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -974858.687500 Penalty: 4247.498047
	Iteration 31Q: 3 clusters Score -974858.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4273 members 
Entering Unmasked Estep 
Score: -974857.875000 Penalty: 4247.498047
	Iteration 32Q: 3 clusters Score -974857.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -974860.812500 Penalty: 4247.498047
	Iteration 33Q: 3 clusters Score -974860.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -974861.687500 Penalty: 4247.498047
	Iteration 34Q: 3 clusters Score -974861.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 4285 members 
Entering Unmasked Estep 
Score: -974862.000000 Penalty: 4247.498047
	Iteration 35Q: 3 clusters Score -974862 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -974866.375000 Penalty: 4247.498047
	Iteration 36Q: 3 clusters Score -974866.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 4291 members 
Entering Unmasked Estep 
Score: -974865.812500 Penalty: 4247.498047
	Iteration 37Q: 3 clusters Score -974865.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -974865.875000 Penalty: 4247.498047
	Iteration 38Q: 3 clusters Score -974865.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -974866.437500 Penalty: 4247.498047
	Iteration 39Q: 3 clusters Score -974866.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4294 members 
Entering Unmasked Estep 
Score: -974866.437500 Penalty: 4247.498047
	Iteration 40F: 3 clusters Score -974866.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27734 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Entering Unmasked Estep 
Score: -5328755.000000 Penalty: 2537.142822
	Iteration 0F: 2 clusters Score -5328755 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 13740 members 
Entering Unmasked Estep 
Score: -5309867.000000 Penalty: 5074.285645
	Iteration 0F: 3 clusters Score -5309867 nChanged 12521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14943 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -5316678.000000 Penalty: 5074.285645
	Iteration 1F: 3 clusters Score -5316678 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 12090 members 
Entering Unmasked Estep 
Score: -5317186.000000 Penalty: 5074.285645
	Iteration 2F: 3 clusters Score -5317186 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16590 members 
Mstep: Class 2 contains 11144 members 
Entering Unmasked Estep 
Score: -5317733.000000 Penalty: 5074.285645
	Iteration 3Q: 3 clusters Score -5317733 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 9908 members 
Entering Unmasked Estep 
Score: -5318463.500000 Penalty: 5074.285645
	Iteration 4F: 3 clusters Score -5318464 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 8351 members 
Entering Unmasked Estep 
Score: -5319470.000000 Penalty: 5074.285645
	Iteration 5F: 3 clusters Score -5319470 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21237 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -5320834.000000 Penalty: 5074.285645
	Iteration 6F: 3 clusters Score -5320834 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23227 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5322419.000000 Penalty: 5074.285645
	Iteration 7F: 3 clusters Score -5322419 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -5323910.500000 Penalty: 5074.285645
	Iteration 8F: 3 clusters Score -5323910 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26190 members 
Mstep: Class 2 contains 1544 members 
Entering Unmasked Estep 
Score: -5325040.000000 Penalty: 5074.285645
	Iteration 9Q: 3 clusters Score -5325040 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -5325755.000000 Penalty: 5074.285645
	Iteration 10Q: 3 clusters Score -5325755 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27258 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5326135.500000 Penalty: 5074.285645
	Iteration 11Q: 3 clusters Score -5326136 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -5326279.500000 Penalty: 5074.285645
	Iteration 12Q: 3 clusters Score -5326280 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27430 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5326347.500000 Penalty: 5074.285645
	Iteration 13Q: 3 clusters Score -5326348 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -5326397.000000 Penalty: 5074.285645
	Iteration 14Q: 3 clusters Score -5326397 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5326431.000000 Penalty: 5074.285645
	Iteration 15Q: 3 clusters Score -5326431 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -5326444.500000 Penalty: 5074.285645
	Iteration 16Q: 3 clusters Score -5326444 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -5326451.000000 Penalty: 5074.285645
	Iteration 17Q: 3 clusters Score -5326451 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5326455.500000 Penalty: 5074.285645
	Iteration 18Q: 3 clusters Score -5326456 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27495 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -5326455.500000 Penalty: 5074.285645
	Iteration 19F: 3 clusters Score -5326456 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (22682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22682 members 
Entering Unmasked Estep 
Score: -4389568.000000 Penalty: 2487.273193
	Iteration 0F: 2 clusters Score -4389568 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11325 members 
Mstep: Class 2 contains 11357 members 
Entering Unmasked Estep 
Score: -4373796.500000 Penalty: 4974.546387
	Iteration 0F: 3 clusters Score -4373796 nChanged 10046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11171 members 
Mstep: Class 2 contains 11511 members 
Entering Unmasked Estep 
Score: -4379062.000000 Penalty: 4974.546387
	Iteration 1F: 3 clusters Score -4379062 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10983 members 
Mstep: Class 2 contains 11699 members 
Entering Unmasked Estep 
Score: -4379403.500000 Penalty: 4974.546387
	Iteration 2Q: 3 clusters Score -4379404 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 11902 members 
Entering Unmasked Estep 
Score: -4379649.000000 Penalty: 4974.546387
	Iteration 3Q: 3 clusters Score -4379649 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10476 members 
Mstep: Class 2 contains 12206 members 
Entering Unmasked Estep 
Score: -4379890.000000 Penalty: 4974.546387
	Iteration 4Q: 3 clusters Score -4379890 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10070 members 
Mstep: Class 2 contains 12612 members 
Entering Unmasked Estep 
Score: -4380138.500000 Penalty: 4974.546387
	Iteration 5Q: 3 clusters Score -4380138 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9526 members 
Mstep: Class 2 contains 13156 members 
Entering Unmasked Estep 
Score: -4380417.500000 Penalty: 4974.546387
	Iteration 6Q: 3 clusters Score -4380418 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 13820 members 
Entering Unmasked Estep 
Score: -4380752.500000 Penalty: 4974.546387
	Iteration 7Q: 3 clusters Score -4380752 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 14662 members 
Entering Unmasked Estep 
Score: -4381170.500000 Penalty: 4974.546387
	Iteration 8Q: 3 clusters Score -4381170 nChanged 1147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -4381825.500000 Penalty: 4974.546387
	Iteration 9F: 3 clusters Score -4381826 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -4382677.500000 Penalty: 4974.546387
	Iteration 10F: 3 clusters Score -4382678 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 18406 members 
Entering Unmasked Estep 
Score: -4383761.500000 Penalty: 4974.546387
	Iteration 11F: 3 clusters Score -4383762 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -4384897.500000 Penalty: 4974.546387
	Iteration 12F: 3 clusters Score -4384898 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -4385864.500000 Penalty: 4974.546387
	Iteration 13Q: 3 clusters Score -4385864 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -4386558.000000 Penalty: 4974.546387
	Iteration 14Q: 3 clusters Score -4386558 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -4386898.500000 Penalty: 4974.546387
	Iteration 15Q: 3 clusters Score -4386898 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4387084.500000 Penalty: 4974.546387
	Iteration 16Q: 3 clusters Score -4387084 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -4387176.500000 Penalty: 4974.546387
	Iteration 17Q: 3 clusters Score -4387176 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -4387252.000000 Penalty: 4974.546387
	Iteration 18Q: 3 clusters Score -4387252 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 22367 members 
Entering Unmasked Estep 
Score: -4387282.500000 Penalty: 4974.546387
	Iteration 19Q: 3 clusters Score -4387282 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 22370 members 
Entering Unmasked Estep 
Score: -4387297.000000 Penalty: 4974.546387
	Iteration 20F: 3 clusters Score -4387297 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 22377 members 
Entering Unmasked Estep 
Score: -4387308.500000 Penalty: 4974.546387
	Iteration 21Q: 3 clusters Score -4387308 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -4387323.500000 Penalty: 4974.546387
	Iteration 22Q: 3 clusters Score -4387324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22396 members 
Entering Unmasked Estep 
Score: -4387332.500000 Penalty: 4974.546387
	Iteration 23Q: 3 clusters Score -4387332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 22404 members 
Entering Unmasked Estep 
Score: -4387343.000000 Penalty: 4974.546387
	Iteration 24Q: 3 clusters Score -4387343 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -4387349.500000 Penalty: 4974.546387
	Iteration 25Q: 3 clusters Score -4387350 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4387353.000000 Penalty: 4974.546387
	Iteration 26Q: 3 clusters Score -4387353 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -4387351.000000 Penalty: 4974.546387
	Iteration 27Q: 3 clusters Score -4387351 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -4387354.000000 Penalty: 4974.546387
	Iteration 28Q: 3 clusters Score -4387354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -4387354.000000 Penalty: 4974.546387
	Iteration 29Q: 3 clusters Score -4387354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4387355.000000 Penalty: 4974.546387
	Iteration 30Q: 3 clusters Score -4387355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -4387354.500000 Penalty: 4974.546387
	Iteration 31Q: 3 clusters Score -4387354 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -4387354.500000 Penalty: 4974.546387
	Iteration 32F: 3 clusters Score -4387354 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -28940.970703 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -28940.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -28208.478516 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -28208.48 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -28591.316406 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -28591.32 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -28873.421875 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -28873.42 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -29048.033203 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -29048.03 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29099.935547 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -29099.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29125.925781 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -29125.93 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -29143.539062 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -29143.54 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -29148.957031 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -29148.96 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29160.087891 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -29160.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -29160.087891 Penalty: 2773.129639
	Iteration 9F: 3 clusters Score -29160.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 28485 members 
Mstep: Class 3 contains 46994 members 
Mstep: Class 4 contains 5237 members 
Mstep: Class 5 contains 27734 members 
Mstep: Class 6 contains 22682 members 
Mstep: Class 7 contains 81 members 
Mstep: Class 8 contains 46020 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 24750 members 
Mstep: Class 11 contains 51177 members 
Mstep: Class 12 contains 69790 members 
Mstep: Class 13 contains 52797 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 29302 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43154 members 
Mstep: Class 18 contains 46447 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24062 members 
Mstep: Class 22 contains 41290 members 
Mstep: Class 23 contains 17612 members 
Mstep: Class 24 contains 26898 members 
Mstep: Class 25 contains 187 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46248 members 
Mstep: Class 28 contains 21580 members 
Mstep: Class 29 contains 26559 members 
Mstep: Class 30 contains 59741 members 
Mstep: Class 31 contains 54087 members 
Mstep: Class 32 contains 66368 members 
Mstep: Class 33 contains 18274 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19329 members 
Mstep: Class 36 contains 46585 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29288 members 
Mstep: Class 40 contains 28293 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21646 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44294 members 
Entering Unmasked Estep 
Score: -207974144.000000 Penalty: 169222.343750
Splitting cluster 7 changes total score from -207975776.000000 to -207974144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (46020 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46020 members 
Entering Unmasked Estep 
Score: -8861180.000000 Penalty: 2662.734375
	Iteration 0F: 2 clusters Score -8861180 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 22983 members 
Entering Unmasked Estep 
Score: -8834880.000000 Penalty: 5325.468750
	Iteration 0F: 3 clusters Score -8834880 nChanged 21216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22887 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -8846505.000000 Penalty: 5325.468750
	Iteration 1F: 3 clusters Score -8846505 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22574 members 
Mstep: Class 2 contains 23446 members 
Entering Unmasked Estep 
Score: -8847016.000000 Penalty: 5325.468750
	Iteration 2Q: 3 clusters Score -8847016 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 23967 members 
Entering Unmasked Estep 
Score: -8847534.000000 Penalty: 5325.468750
	Iteration 3Q: 3 clusters Score -8847534 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -8848007.000000 Penalty: 5325.468750
	Iteration 4Q: 3 clusters Score -8848007 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20282 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -8848610.000000 Penalty: 5325.468750
	Iteration 5Q: 3 clusters Score -8848610 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18972 members 
Mstep: Class 2 contains 27048 members 
Entering Unmasked Estep 
Score: -8849289.000000 Penalty: 5325.468750
	Iteration 6Q: 3 clusters Score -8849289 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -8850121.000000 Penalty: 5325.468750
	Iteration 7Q: 3 clusters Score -8850121 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15520 members 
Mstep: Class 2 contains 30500 members 
Entering Unmasked Estep 
Score: -8851205.000000 Penalty: 5325.468750
	Iteration 8F: 3 clusters Score -8851205 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13487 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -8852613.000000 Penalty: 5325.468750
	Iteration 9F: 3 clusters Score -8852613 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11340 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -8854325.000000 Penalty: 5325.468750
	Iteration 10F: 3 clusters Score -8854325 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9357 members 
Mstep: Class 2 contains 36663 members 
Entering Unmasked Estep 
Score: -8856076.000000 Penalty: 5325.468750
	Iteration 11Q: 3 clusters Score -8856076 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7877 members 
Mstep: Class 2 contains 38143 members 
Entering Unmasked Estep 
Score: -8857331.000000 Penalty: 5325.468750
	Iteration 12Q: 3 clusters Score -8857331 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Mstep: Class 2 contains 39164 members 
Entering Unmasked Estep 
Score: -8858173.000000 Penalty: 5325.468750
	Iteration 13Q: 3 clusters Score -8858173 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6128 members 
Mstep: Class 2 contains 39892 members 
Entering Unmasked Estep 
Score: -8858687.000000 Penalty: 5325.468750
	Iteration 14Q: 3 clusters Score -8858687 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -8858995.000000 Penalty: 5325.468750
	Iteration 15Q: 3 clusters Score -8858995 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4944 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -8859101.000000 Penalty: 5325.468750
	Iteration 16Q: 3 clusters Score -8859101 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4454 members 
Mstep: Class 2 contains 41566 members 
Entering Unmasked Estep 
Score: -8859156.000000 Penalty: 5325.468750
	Iteration 17Q: 3 clusters Score -8859156 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3959 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -8859171.000000 Penalty: 5325.468750
	Iteration 18Q: 3 clusters Score -8859171 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 42556 members 
Entering Unmasked Estep 
Score: -8859185.000000 Penalty: 5325.468750
	Iteration 19Q: 3 clusters Score -8859185 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 42993 members 
Entering Unmasked Estep 
Score: -8859177.000000 Penalty: 5325.468750
	Iteration 20F: 3 clusters Score -8859177 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -8859155.000000 Penalty: 5325.468750
	Iteration 21Q: 3 clusters Score -8859155 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 43859 members 
Entering Unmasked Estep 
Score: -8859162.000000 Penalty: 5325.468750
	Iteration 22Q: 3 clusters Score -8859162 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 44247 members 
Entering Unmasked Estep 
Score: -8859093.000000 Penalty: 5325.468750
	Iteration 23Q: 3 clusters Score -8859093 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8859085.000000 Penalty: 5325.468750
	Iteration 24Q: 3 clusters Score -8859085 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 44846 members 
Entering Unmasked Estep 
Score: -8859097.000000 Penalty: 5325.468750
	Iteration 25Q: 3 clusters Score -8859097 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 45073 members 
Entering Unmasked Estep 
Score: -8859108.000000 Penalty: 5325.468750
	Iteration 26Q: 3 clusters Score -8859108 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8859090.000000 Penalty: 5325.468750
	Iteration 27Q: 3 clusters Score -8859090 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 45388 members 
Entering Unmasked Estep 
Score: -8859103.000000 Penalty: 5325.468750
	Iteration 28Q: 3 clusters Score -8859103 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 45482 members 
Entering Unmasked Estep 
Score: -8859095.000000 Penalty: 5325.468750
	Iteration 29Q: 3 clusters Score -8859095 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 45546 members 
Entering Unmasked Estep 
Score: -8859107.000000 Penalty: 5325.468750
	Iteration 30Q: 3 clusters Score -8859107 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 45584 members 
Entering Unmasked Estep 
Score: -8859127.000000 Penalty: 5325.468750
	Iteration 31Q: 3 clusters Score -8859127 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -8859138.000000 Penalty: 5325.468750
	Iteration 32Q: 3 clusters Score -8859138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -8859160.000000 Penalty: 5325.468750
	Iteration 33Q: 3 clusters Score -8859160 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 45645 members 
Entering Unmasked Estep 
Score: -8859162.000000 Penalty: 5325.468750
	Iteration 34Q: 3 clusters Score -8859162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 45658 members 
Entering Unmasked Estep 
Score: -8859164.000000 Penalty: 5325.468750
	Iteration 35Q: 3 clusters Score -8859164 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 45666 members 
Entering Unmasked Estep 
Score: -8859173.000000 Penalty: 5325.468750
	Iteration 36Q: 3 clusters Score -8859173 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 45670 members 
Entering Unmasked Estep 
Score: -8859176.000000 Penalty: 5325.468750
	Iteration 37Q: 3 clusters Score -8859176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
Score: -8859181.000000 Penalty: 5325.468750
	Iteration 38Q: 3 clusters Score -8859181 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8859187.000000 Penalty: 5325.468750
	Iteration 39Q: 3 clusters Score -8859187 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 45696 members 
Entering Unmasked Estep 
Score: -8859183.000000 Penalty: 5325.468750
	Iteration 40F: 3 clusters Score -8859183 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 45697 members 
Entering Unmasked Estep 
Score: -8859186.000000 Penalty: 5325.468750
	Iteration 41Q: 3 clusters Score -8859186 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 45701 members 
Entering Unmasked Estep 
Score: -8859191.000000 Penalty: 5325.468750
	Iteration 42Q: 3 clusters Score -8859191 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 45706 members 
Entering Unmasked Estep 
Score: -8859181.000000 Penalty: 5325.468750
	Iteration 43Q: 3 clusters Score -8859181 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 45709 members 
Entering Unmasked Estep 
Score: -8859193.000000 Penalty: 5325.468750
	Iteration 44Q: 3 clusters Score -8859193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 45711 members 
Entering Unmasked Estep 
Score: -8859192.000000 Penalty: 5325.468750
	Iteration 45Q: 3 clusters Score -8859192 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 45714 members 
Entering Unmasked Estep 
Score: -8859189.000000 Penalty: 5325.468750
	Iteration 46Q: 3 clusters Score -8859189 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8859193.000000 Penalty: 5325.468750
	Iteration 47Q: 3 clusters Score -8859193 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 45715 members 
Entering Unmasked Estep 
Score: -8859193.000000 Penalty: 5325.468750
	Iteration 48F: 3 clusters Score -8859193 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8248 members 
Entering Unmasked Estep 
Score: -1440306.875000 Penalty: 2236.395996
	Iteration 0F: 2 clusters Score -1440307 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1433731.375000 Penalty: 4472.791992
	Iteration 0F: 3 clusters Score -1433731 nChanged 3426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1436199.125000 Penalty: 4472.791992
	Iteration 1F: 3 clusters Score -1436199 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4470 members 
Mstep: Class 2 contains 3778 members 
Entering Unmasked Estep 
Score: -1437239.625000 Penalty: 4472.791992
	Iteration 2F: 3 clusters Score -1437240 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -1438178.500000 Penalty: 4472.791992
	Iteration 3F: 3 clusters Score -1438178 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -1438991.250000 Penalty: 4472.791992
	Iteration 4F: 3 clusters Score -1438991 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 2587 members 
Entering Unmasked Estep 
Score: -1439543.000000 Penalty: 4472.791992
	Iteration 5F: 3 clusters Score -1439543 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -1439854.250000 Penalty: 4472.791992
	Iteration 6Q: 3 clusters Score -1439854 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -1440007.500000 Penalty: 4472.791992
	Iteration 7Q: 3 clusters Score -1440008 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6109 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -1440079.000000 Penalty: 4472.791992
	Iteration 8Q: 3 clusters Score -1440079 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6175 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1440128.125000 Penalty: 4472.791992
	Iteration 9Q: 3 clusters Score -1440128 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1440161.125000 Penalty: 4472.791992
	Iteration 10Q: 3 clusters Score -1440161 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1440192.625000 Penalty: 4472.791992
	Iteration 11Q: 3 clusters Score -1440193 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -1440208.625000 Penalty: 4472.791992
	Iteration 12Q: 3 clusters Score -1440209 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1440217.500000 Penalty: 4472.791992
	Iteration 13Q: 3 clusters Score -1440218 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6368 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1440225.250000 Penalty: 4472.791992
	Iteration 14Q: 3 clusters Score -1440225 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6379 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1440232.250000 Penalty: 4472.791992
	Iteration 15Q: 3 clusters Score -1440232 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6391 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1440240.375000 Penalty: 4472.791992
	Iteration 16Q: 3 clusters Score -1440240 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 1844 members 
Entering Unmasked Estep 
Score: -1440242.125000 Penalty: 4472.791992
	Iteration 17Q: 3 clusters Score -1440242 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6418 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -1440252.000000 Penalty: 4472.791992
	Iteration 18Q: 3 clusters Score -1440252 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -1440254.625000 Penalty: 4472.791992
	Iteration 19Q: 3 clusters Score -1440255 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6458 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1440266.000000 Penalty: 4472.791992
	Iteration 20F: 3 clusters Score -1440266 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6468 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -1440270.500000 Penalty: 4472.791992
	Iteration 21Q: 3 clusters Score -1440270 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -1440274.750000 Penalty: 4472.791992
	Iteration 22Q: 3 clusters Score -1440275 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6480 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -1440275.125000 Penalty: 4472.791992
	Iteration 23Q: 3 clusters Score -1440275 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6483 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1440277.125000 Penalty: 4472.791992
	Iteration 24Q: 3 clusters Score -1440277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6487 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -1440278.375000 Penalty: 4472.791992
	Iteration 25Q: 3 clusters Score -1440278 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -1440279.375000 Penalty: 4472.791992
	Iteration 26Q: 3 clusters Score -1440279 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6492 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -1440277.125000 Penalty: 4472.791992
	Iteration 27Q: 3 clusters Score -1440277 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6494 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1440280.250000 Penalty: 4472.791992
	Iteration 28Q: 3 clusters Score -1440280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6496 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -1440280.375000 Penalty: 4472.791992
	Iteration 29Q: 3 clusters Score -1440280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -1440284.250000 Penalty: 4472.791992
	Iteration 30Q: 3 clusters Score -1440284 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1440283.500000 Penalty: 4472.791992
	Iteration 31Q: 3 clusters Score -1440284 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1440282.875000 Penalty: 4472.791992
	Iteration 32Q: 3 clusters Score -1440283 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -1440282.875000 Penalty: 4472.791992
	Iteration 33F: 3 clusters Score -1440283 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (24750 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24750 members 
Entering Unmasked Estep 
Score: -4856389.000000 Penalty: 2508.912109
	Iteration 0F: 2 clusters Score -4856389 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -4839349.500000 Penalty: 5017.824219
	Iteration 0F: 3 clusters Score -4839350 nChanged 11153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11776 members 
Mstep: Class 2 contains 12974 members 
Entering Unmasked Estep 
Score: -4845261.500000 Penalty: 5017.824219
	Iteration 1F: 3 clusters Score -4845262 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11386 members 
Mstep: Class 2 contains 13364 members 
Entering Unmasked Estep 
Score: -4845656.500000 Penalty: 5017.824219
	Iteration 2Q: 3 clusters Score -4845656 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 13958 members 
Entering Unmasked Estep 
Score: -4846052.000000 Penalty: 5017.824219
	Iteration 3Q: 3 clusters Score -4846052 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 14724 members 
Entering Unmasked Estep 
Score: -4846460.000000 Penalty: 5017.824219
	Iteration 4Q: 3 clusters Score -4846460 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9042 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -4847050.000000 Penalty: 5017.824219
	Iteration 5Q: 3 clusters Score -4847050 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7776 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4847779.500000 Penalty: 5017.824219
	Iteration 6F: 3 clusters Score -4847780 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6286 members 
Mstep: Class 2 contains 18464 members 
Entering Unmasked Estep 
Score: -4848824.500000 Penalty: 5017.824219
	Iteration 7F: 3 clusters Score -4848824 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4850115.000000 Penalty: 5017.824219
	Iteration 8F: 3 clusters Score -4850115 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 21709 members 
Entering Unmasked Estep 
Score: -4851477.500000 Penalty: 5017.824219
	Iteration 9F: 3 clusters Score -4851478 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -4852582.000000 Penalty: 5017.824219
	Iteration 10Q: 3 clusters Score -4852582 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 23716 members 
Entering Unmasked Estep 
Score: -4853295.500000 Penalty: 5017.824219
	Iteration 11Q: 3 clusters Score -4853296 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -4853704.000000 Penalty: 5017.824219
	Iteration 12Q: 3 clusters Score -4853704 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24288 members 
Entering Unmasked Estep 
Score: -4853906.000000 Penalty: 5017.824219
	Iteration 13Q: 3 clusters Score -4853906 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -4854011.000000 Penalty: 5017.824219
	Iteration 14Q: 3 clusters Score -4854011 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 24421 members 
Entering Unmasked Estep 
Score: -4854067.500000 Penalty: 5017.824219
	Iteration 15Q: 3 clusters Score -4854068 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 24445 members 
Entering Unmasked Estep 
Score: -4854105.000000 Penalty: 5017.824219
	Iteration 16Q: 3 clusters Score -4854105 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24456 members 
Entering Unmasked Estep 
Score: -4854115.000000 Penalty: 5017.824219
	Iteration 17Q: 3 clusters Score -4854115 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 24466 members 
Entering Unmasked Estep 
Score: -4854137.000000 Penalty: 5017.824219
	Iteration 18Q: 3 clusters Score -4854137 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 24472 members 
Entering Unmasked Estep 
Score: -4854140.000000 Penalty: 5017.824219
	Iteration 19Q: 3 clusters Score -4854140 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -4854151.500000 Penalty: 5017.824219
	Iteration 20F: 3 clusters Score -4854152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4854160.500000 Penalty: 5017.824219
	Iteration 21Q: 3 clusters Score -4854160 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24479 members 
Entering Unmasked Estep 
Score: -4854168.500000 Penalty: 5017.824219
	Iteration 22Q: 3 clusters Score -4854168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24481 members 
Entering Unmasked Estep 
Score: -4854172.000000 Penalty: 5017.824219
	Iteration 23Q: 3 clusters Score -4854172 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24483 members 
Entering Unmasked Estep 
Score: -4854178.000000 Penalty: 5017.824219
	Iteration 24Q: 3 clusters Score -4854178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -4854182.000000 Penalty: 5017.824219
	Iteration 25Q: 3 clusters Score -4854182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -4854185.500000 Penalty: 5017.824219
	Iteration 26Q: 3 clusters Score -4854186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -4854191.000000 Penalty: 5017.824219
	Iteration 27Q: 3 clusters Score -4854191 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -4854191.500000 Penalty: 5017.824219
	Iteration 28Q: 3 clusters Score -4854192 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24489 members 
Entering Unmasked Estep 
Score: -4854191.500000 Penalty: 5017.824219
	Iteration 29F: 3 clusters Score -4854192 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51177 members 
Entering Unmasked Estep 
Score: -9623145.000000 Penalty: 2689.075195
	Iteration 0F: 2 clusters Score -9623145 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25611 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -9589796.000000 Penalty: 5378.150391
	Iteration 0F: 3 clusters Score -9589796 nChanged 23595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25592 members 
Mstep: Class 2 contains 25585 members 
Entering Unmasked Estep 
Score: -9602825.000000 Penalty: 5378.150391
	Iteration 1F: 3 clusters Score -9602825 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25421 members 
Mstep: Class 2 contains 25756 members 
Entering Unmasked Estep 
Score: -9603380.000000 Penalty: 5378.150391
	Iteration 2Q: 3 clusters Score -9603380 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25242 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -9603949.000000 Penalty: 5378.150391
	Iteration 3Q: 3 clusters Score -9603949 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 26177 members 
Entering Unmasked Estep 
Score: -9604481.000000 Penalty: 5378.150391
	Iteration 4Q: 3 clusters Score -9604481 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24704 members 
Mstep: Class 2 contains 26473 members 
Entering Unmasked Estep 
Score: -9604961.000000 Penalty: 5378.150391
	Iteration 5Q: 3 clusters Score -9604961 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24406 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -9605404.000000 Penalty: 5378.150391
	Iteration 6Q: 3 clusters Score -9605404 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -9605857.000000 Penalty: 5378.150391
	Iteration 7Q: 3 clusters Score -9605857 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23729 members 
Mstep: Class 2 contains 27448 members 
Entering Unmasked Estep 
Score: -9606381.000000 Penalty: 5378.150391
	Iteration 8Q: 3 clusters Score -9606381 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23387 members 
Mstep: Class 2 contains 27790 members 
Entering Unmasked Estep 
Score: -9607011.000000 Penalty: 5378.150391
	Iteration 9Q: 3 clusters Score -9607011 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23025 members 
Mstep: Class 2 contains 28152 members 
Entering Unmasked Estep 
Score: -9607717.000000 Penalty: 5378.150391
	Iteration 10Q: 3 clusters Score -9607717 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 28505 members 
Entering Unmasked Estep 
Score: -9608579.000000 Penalty: 5378.150391
	Iteration 11Q: 3 clusters Score -9608579 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 28892 members 
Entering Unmasked Estep 
Score: -9609955.000000 Penalty: 5378.150391
	Iteration 12Q: 3 clusters Score -9609955 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22010 members 
Mstep: Class 2 contains 29167 members 
Entering Unmasked Estep 
Score: -9611771.000000 Penalty: 5378.150391
	Iteration 13F: 3 clusters Score -9611771 nChanged 2843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21921 members 
Mstep: Class 2 contains 29256 members 
Entering Unmasked Estep 
Score: -9613772.000000 Penalty: 5378.150391
	Iteration 14F: 3 clusters Score -9613772 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21897 members 
Mstep: Class 2 contains 29280 members 
Entering Unmasked Estep 
Score: -9615104.000000 Penalty: 5378.150391
	Iteration 15Q: 3 clusters Score -9615104 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21781 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
Score: -9615721.000000 Penalty: 5378.150391
	Iteration 16Q: 3 clusters Score -9615721 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -9615991.000000 Penalty: 5378.150391
	Iteration 17Q: 3 clusters Score -9615991 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 29704 members 
Entering Unmasked Estep 
Score: -9616168.000000 Penalty: 5378.150391
	Iteration 18Q: 3 clusters Score -9616168 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21345 members 
Mstep: Class 2 contains 29832 members 
Entering Unmasked Estep 
Score: -9616313.000000 Penalty: 5378.150391
	Iteration 19Q: 3 clusters Score -9616313 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21227 members 
Mstep: Class 2 contains 29950 members 
Entering Unmasked Estep 
Score: -9616478.000000 Penalty: 5378.150391
	Iteration 20F: 3 clusters Score -9616478 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21125 members 
Mstep: Class 2 contains 30052 members 
Entering Unmasked Estep 
Score: -9616600.000000 Penalty: 5378.150391
	Iteration 21Q: 3 clusters Score -9616600 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 30189 members 
Entering Unmasked Estep 
Score: -9616789.000000 Penalty: 5378.150391
	Iteration 22Q: 3 clusters Score -9616789 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9616929 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 30383 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9617016 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9617188 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9617254 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9617335 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20516 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9617424 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 30691 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9617494 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9617569 nChanged 395
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 30733 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9617624 nChanged 377
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Mstep: Class 1 contains 20381 members 
Mstep: Class 2 contains 30796 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9617678 nChanged 376
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 30910 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9617750 nChanged 346
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20149 members 
Mstep: Class 2 contains 31028 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9617779 nChanged 305
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 31135 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9617782 nChanged 291
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9617841 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 31445 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9617914 nChanged 247
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 31606 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9617934 nChanged 255
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Mstep: Class 1 contains 19384 members 
Mstep: Class 2 contains 31793 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9617952 nChanged 226
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19230 members 
Mstep: Class 2 contains 31947 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9617987 nChanged 184
Entering Unmasked Mstep 
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Mstep: Class 1 contains 19100 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9618004 nChanged 155
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 32198 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9618007 nChanged 137
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18868 members 
Mstep: Class 2 contains 32309 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9618030 nChanged 128
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Mstep: Class 1 contains 18758 members 
Mstep: Class 2 contains 32419 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9618036 nChanged 137
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Mstep: Class 1 contains 18643 members 
Mstep: Class 2 contains 32534 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9618060 nChanged 115
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Mstep: Class 1 contains 18542 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9618071 nChanged 93
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Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 32726 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9618057 nChanged 72
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Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 32792 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9618075 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 32852 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9618072 nChanged 36
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Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 32878 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9618085 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18254 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9618088 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 32968 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9618104 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 33001 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9618110 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18155 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9618109 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18133 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9618108 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18110 members 
Mstep: Class 2 contains 33067 members 
Entering Unmasked Estep 
Score: -9618121.000000 Penalty: 5378.150391
	Iteration 56Q: 3 clusters Score -9618121 nChanged 30
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Mstep: Class 1 contains 18084 members 
Mstep: Class 2 contains 33093 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9618105 nChanged 16
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Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9618104 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18049 members 
Mstep: Class 2 contains 33128 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9618090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 33157 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9618094 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9618098 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17960 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9618114 nChanged 50
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Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 33259 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9618114 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 33300 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9618114 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17831 members 
Mstep: Class 2 contains 33346 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9618117 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17801 members 
Mstep: Class 2 contains 33376 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9618113 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17767 members 
Mstep: Class 2 contains 33410 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9618108 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -9618120.000000 Penalty: 5378.150391
	Iteration 68Q: 3 clusters Score -9618120 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17699 members 
Mstep: Class 2 contains 33478 members 
Entering Unmasked Estep 
Score: -9618135.000000 Penalty: 5378.150391
	Iteration 69Q: 3 clusters Score -9618135 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9618133 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17630 members 
Mstep: Class 2 contains 33547 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9618122 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17594 members 
Mstep: Class 2 contains 33583 members 
Entering Unmasked Estep 
Score: -9618148.000000 Penalty: 5378.150391
	Iteration 72Q: 3 clusters Score -9618148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 33618 members 
Entering Unmasked Estep 
Score: -9618142.000000 Penalty: 5378.150391
	Iteration 73Q: 3 clusters Score -9618142 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17524 members 
Mstep: Class 2 contains 33653 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9618137 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17488 members 
Mstep: Class 2 contains 33689 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9618135 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17443 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9618133 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17397 members 
Mstep: Class 2 contains 33780 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9618138 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 33812 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9618139 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 33840 members 
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	Iteration 79Q: 3 clusters Score -9618133 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 33860 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9618139 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17291 members 
Mstep: Class 2 contains 33886 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9618152 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17269 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9618140 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17246 members 
Mstep: Class 2 contains 33931 members 
Entering Unmasked Estep 
Score: -9618156.000000 Penalty: 5378.150391
	Iteration 83Q: 3 clusters Score -9618156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 33948 members 
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	Iteration 84Q: 3 clusters Score -9618139 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 33964 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9618146 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17196 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9618145 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 34000 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9618134 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 34026 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9618142 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 34048 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9618150 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17116 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9618153 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 34075 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9618144 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17092 members 
Mstep: Class 2 contains 34085 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9618137 nChanged 9
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Mstep: Class 1 contains 17083 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9618138 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17074 members 
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	Iteration 94Q: 3 clusters Score -9618144 nChanged 5
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	Iteration 95Q: 3 clusters Score -9618138 nChanged 3
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9618136 nChanged 4
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9618130 nChanged 3
Entering Unmasked Mstep 
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	Iteration 98Q: 3 clusters Score -9618132 nChanged 7
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	Iteration 99Q: 3 clusters Score -9618132 nChanged 5
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9618143 nChanged 9
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9618141 nChanged 10
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9618140 nChanged 13
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9618147 nChanged 18
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Mstep: Class 1 contains 16999 members 
Mstep: Class 2 contains 34178 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9618157 nChanged 25
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	Iteration 105Q: 3 clusters Score -9618140 nChanged 23
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	Iteration 106Q: 3 clusters Score -9618149 nChanged 20
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	Iteration 107Q: 3 clusters Score -9618141 nChanged 20
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	Iteration 108Q: 3 clusters Score -9618139 nChanged 28
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	Iteration 109Q: 3 clusters Score -9618139 nChanged 23
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	Iteration 110Q: 3 clusters Score -9618137 nChanged 17
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	Iteration 111Q: 3 clusters Score -9618146 nChanged 10
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	Iteration 112Q: 3 clusters Score -9618152 nChanged 9
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	Iteration 113Q: 3 clusters Score -9618152 nChanged 3
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	Iteration 114Q: 3 clusters Score -9618157 nChanged 5
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	Iteration 115Q: 3 clusters Score -9618149 nChanged 6
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	Iteration 116Q: 3 clusters Score -9618153 nChanged 6
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	Iteration 117Q: 3 clusters Score -9618152 nChanged 8
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Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -9618151.000000 Penalty: 5378.150391
	Iteration 118Q: 3 clusters Score -9618151 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 34385 members 
Entering Unmasked Estep 
Score: -9618154.000000 Penalty: 5378.150391
	Iteration 119Q: 3 clusters Score -9618154 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 34398 members 
Entering Unmasked Estep 
Score: -9618155.000000 Penalty: 5378.150391
	Iteration 120F: 3 clusters Score -9618155 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16770 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -9618151.000000 Penalty: 5378.150391
	Iteration 121Q: 3 clusters Score -9618151 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16761 members 
Mstep: Class 2 contains 34416 members 
Entering Unmasked Estep 
Score: -9618143.000000 Penalty: 5378.150391
	Iteration 122Q: 3 clusters Score -9618143 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 34430 members 
Entering Unmasked Estep 
Score: -9618141.000000 Penalty: 5378.150391
	Iteration 123Q: 3 clusters Score -9618141 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16731 members 
Mstep: Class 2 contains 34446 members 
Entering Unmasked Estep 
Score: -9618137.000000 Penalty: 5378.150391
	Iteration 124Q: 3 clusters Score -9618137 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16712 members 
Mstep: Class 2 contains 34465 members 
Entering Unmasked Estep 
Score: -9618141.000000 Penalty: 5378.150391
	Iteration 125Q: 3 clusters Score -9618141 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16695 members 
Mstep: Class 2 contains 34482 members 
Entering Unmasked Estep 
Score: -9618151.000000 Penalty: 5378.150391
	Iteration 126Q: 3 clusters Score -9618151 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16669 members 
Mstep: Class 2 contains 34508 members 
Entering Unmasked Estep 
Score: -9618153.000000 Penalty: 5378.150391
	Iteration 127Q: 3 clusters Score -9618153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 34529 members 
Entering Unmasked Estep 
Score: -9618159.000000 Penalty: 5378.150391
	Iteration 128Q: 3 clusters Score -9618159 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 34543 members 
Entering Unmasked Estep 
Score: -9618158.000000 Penalty: 5378.150391
	Iteration 129Q: 3 clusters Score -9618158 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16613 members 
Mstep: Class 2 contains 34564 members 
Entering Unmasked Estep 
Score: -9618151.000000 Penalty: 5378.150391
	Iteration 130Q: 3 clusters Score -9618151 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16599 members 
Mstep: Class 2 contains 34578 members 
Entering Unmasked Estep 
Score: -9618156.000000 Penalty: 5378.150391
	Iteration 131Q: 3 clusters Score -9618156 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16580 members 
Mstep: Class 2 contains 34597 members 
Entering Unmasked Estep 
Score: -9618167.000000 Penalty: 5378.150391
	Iteration 132Q: 3 clusters Score -9618167 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16565 members 
Mstep: Class 2 contains 34612 members 
Entering Unmasked Estep 
Score: -9618161.000000 Penalty: 5378.150391
	Iteration 133Q: 3 clusters Score -9618161 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16557 members 
Mstep: Class 2 contains 34620 members 
Entering Unmasked Estep 
Score: -9618158.000000 Penalty: 5378.150391
	Iteration 134Q: 3 clusters Score -9618158 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -9618161.000000 Penalty: 5378.150391
	Iteration 135Q: 3 clusters Score -9618161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16548 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -9618150.000000 Penalty: 5378.150391
	Iteration 136Q: 3 clusters Score -9618150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16550 members 
Mstep: Class 2 contains 34627 members 
Entering Unmasked Estep 
Score: -9618146.000000 Penalty: 5378.150391
	Iteration 137Q: 3 clusters Score -9618146 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16549 members 
Mstep: Class 2 contains 34628 members 
Entering Unmasked Estep 
Score: -9618145.000000 Penalty: 5378.150391
	Iteration 138Q: 3 clusters Score -9618145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 34630 members 
Entering Unmasked Estep 
Score: -9618147.000000 Penalty: 5378.150391
	Iteration 139Q: 3 clusters Score -9618147 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16542 members 
Mstep: Class 2 contains 34635 members 
Entering Unmasked Estep 
Score: -9618146.000000 Penalty: 5378.150391
	Iteration 140F: 3 clusters Score -9618146 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16537 members 
Mstep: Class 2 contains 34640 members 
Entering Unmasked Estep 
Score: -9618150.000000 Penalty: 5378.150391
	Iteration 141Q: 3 clusters Score -9618150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 34647 members 
Entering Unmasked Estep 
Score: -9618151.000000 Penalty: 5378.150391
	Iteration 142Q: 3 clusters Score -9618151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16522 members 
Mstep: Class 2 contains 34655 members 
Entering Unmasked Estep 
Score: -9618148.000000 Penalty: 5378.150391
	Iteration 143Q: 3 clusters Score -9618148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16514 members 
Mstep: Class 2 contains 34663 members 
Entering Unmasked Estep 
Score: -9618152.000000 Penalty: 5378.150391
	Iteration 144Q: 3 clusters Score -9618152 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16511 members 
Mstep: Class 2 contains 34666 members 
Entering Unmasked Estep 
Score: -9618155.000000 Penalty: 5378.150391
	Iteration 145Q: 3 clusters Score -9618155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16510 members 
Mstep: Class 2 contains 34667 members 
Entering Unmasked Estep 
Score: -9618158.000000 Penalty: 5378.150391
	Iteration 146Q: 3 clusters Score -9618158 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16508 members 
Mstep: Class 2 contains 34669 members 
Entering Unmasked Estep 
Score: -9618157.000000 Penalty: 5378.150391
	Iteration 147Q: 3 clusters Score -9618157 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16504 members 
Mstep: Class 2 contains 34673 members 
Entering Unmasked Estep 
Score: -9618151.000000 Penalty: 5378.150391
	Iteration 148Q: 3 clusters Score -9618151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16502 members 
Mstep: Class 2 contains 34675 members 
Entering Unmasked Estep 
Score: -9618147.000000 Penalty: 5378.150391
	Iteration 149Q: 3 clusters Score -9618147 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 34678 members 
Entering Unmasked Estep 
Score: -9618157.000000 Penalty: 5378.150391
	Iteration 150Q: 3 clusters Score -9618157 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 34680 members 
Entering Unmasked Estep 
Score: -9618155.000000 Penalty: 5378.150391
	Iteration 151Q: 3 clusters Score -9618155 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -9618165.000000 Penalty: 5378.150391
	Iteration 152Q: 3 clusters Score -9618165 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -9618167.000000 Penalty: 5378.150391
	Iteration 153Q: 3 clusters Score -9618167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 34690 members 
Entering Unmasked Estep 
Score: -9618160.000000 Penalty: 5378.150391
	Iteration 154Q: 3 clusters Score -9618160 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 34699 members 
Entering Unmasked Estep 
Score: -9618159.000000 Penalty: 5378.150391
	Iteration 155Q: 3 clusters Score -9618159 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16474 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -9618162.000000 Penalty: 5378.150391
	Iteration 156Q: 3 clusters Score -9618162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -9618167.000000 Penalty: 5378.150391
	Iteration 157Q: 3 clusters Score -9618167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 34704 members 
Entering Unmasked Estep 
Score: -9618167.000000 Penalty: 5378.150391
	Iteration 158F: 3 clusters Score -9618167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69790 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69790 members 
Entering Unmasked Estep 
Score: -12680085.000000 Penalty: 2766.004883
	Iteration 0F: 2 clusters Score -1.268008e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34893 members 
Mstep: Class 2 contains 34897 members 
Entering Unmasked Estep 
Score: -12636637.000000 Penalty: 5532.009766
	Iteration 0F: 3 clusters Score -1.263664e+07 nChanged 32612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34971 members 
Mstep: Class 2 contains 34819 members 
Entering Unmasked Estep 
Score: -12655214.000000 Penalty: 5532.009766
	Iteration 1F: 3 clusters Score -1.265521e+07 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 34610 members 
Entering Unmasked Estep 
Score: -12655918.000000 Penalty: 5532.009766
	Iteration 2Q: 3 clusters Score -1.265592e+07 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35441 members 
Mstep: Class 2 contains 34349 members 
Entering Unmasked Estep 
Score: -12656617.000000 Penalty: 5532.009766
	Iteration 3Q: 3 clusters Score -1.265662e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35858 members 
Mstep: Class 2 contains 33932 members 
Entering Unmasked Estep 
Score: -12657454.000000 Penalty: 5532.009766
	Iteration 4Q: 3 clusters Score -1.265745e+07 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36518 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -12658376.000000 Penalty: 5532.009766
	Iteration 5Q: 3 clusters Score -1.265838e+07 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37356 members 
Mstep: Class 2 contains 32434 members 
Entering Unmasked Estep 
Score: -12659481.000000 Penalty: 5532.009766
	Iteration 6Q: 3 clusters Score -1.265948e+07 nChanged 2937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38387 members 
Mstep: Class 2 contains 31403 members 
Entering Unmasked Estep 
Score: -12660697.000000 Penalty: 5532.009766
	Iteration 7Q: 3 clusters Score -1.26607e+07 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39535 members 
Mstep: Class 2 contains 30255 members 
Entering Unmasked Estep 
Score: -12662075.000000 Penalty: 5532.009766
	Iteration 8Q: 3 clusters Score -1.266208e+07 nChanged 3194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -12663885.000000 Penalty: 5532.009766
	Iteration 9Q: 3 clusters Score -1.266388e+07 nChanged 3495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 27530 members 
Entering Unmasked Estep 
Score: -12665987.000000 Penalty: 5532.009766
	Iteration 10F: 3 clusters Score -1.266599e+07 nChanged 3592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43634 members 
Mstep: Class 2 contains 26156 members 
Entering Unmasked Estep 
Score: -12668165.000000 Penalty: 5532.009766
	Iteration 11F: 3 clusters Score -1.266816e+07 nChanged 3273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44863 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -12669864.000000 Penalty: 5532.009766
	Iteration 12Q: 3 clusters Score -1.266986e+07 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45994 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -12670828.000000 Penalty: 5532.009766
	Iteration 13Q: 3 clusters Score -1.267083e+07 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47111 members 
Mstep: Class 2 contains 22679 members 
Entering Unmasked Estep 
Score: -12671269.000000 Penalty: 5532.009766
	Iteration 14Q: 3 clusters Score -1.267127e+07 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48226 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -12671491.000000 Penalty: 5532.009766
	Iteration 15Q: 3 clusters Score -1.267149e+07 nChanged 1210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49378 members 
Mstep: Class 2 contains 20412 members 
Entering Unmasked Estep 
Score: -12671717.000000 Penalty: 5532.009766
	Iteration 16Q: 3 clusters Score -1.267172e+07 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50597 members 
Mstep: Class 2 contains 19193 members 
Entering Unmasked Estep 
Score: -12671966.000000 Penalty: 5532.009766
	Iteration 17Q: 3 clusters Score -1.267197e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51875 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
Score: -12672245.000000 Penalty: 5532.009766
	Iteration 18Q: 3 clusters Score -1.267224e+07 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53095 members 
Mstep: Class 2 contains 16695 members 
Entering Unmasked Estep 
Score: -12672554.000000 Penalty: 5532.009766
	Iteration 19Q: 3 clusters Score -1.267255e+07 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -12672796.000000 Penalty: 5532.009766
	Iteration 20F: 3 clusters Score -1.26728e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55430 members 
Mstep: Class 2 contains 14360 members 
Entering Unmasked Estep 
Score: -12673107.000000 Penalty: 5532.009766
	Iteration 21Q: 3 clusters Score -1.267311e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56465 members 
Mstep: Class 2 contains 13325 members 
Entering Unmasked Estep 
Score: -12673296.000000 Penalty: 5532.009766
	Iteration 22Q: 3 clusters Score -1.26733e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57422 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -12673549.000000 Penalty: 5532.009766
	Iteration 23Q: 3 clusters Score -1.267355e+07 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58312 members 
Mstep: Class 2 contains 11478 members 
Entering Unmasked Estep 
Score: -12673741.000000 Penalty: 5532.009766
	Iteration 24Q: 3 clusters Score -1.267374e+07 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59107 members 
Mstep: Class 2 contains 10683 members 
Entering Unmasked Estep 
Score: -12673863.000000 Penalty: 5532.009766
	Iteration 25Q: 3 clusters Score -1.267386e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59834 members 
Mstep: Class 2 contains 9956 members 
Entering Unmasked Estep 
Score: -12674104.000000 Penalty: 5532.009766
	Iteration 26Q: 3 clusters Score -1.26741e+07 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60497 members 
Mstep: Class 2 contains 9293 members 
Entering Unmasked Estep 
Score: -12674242.000000 Penalty: 5532.009766
	Iteration 27Q: 3 clusters Score -1.267424e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61092 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -12674397.000000 Penalty: 5532.009766
	Iteration 28Q: 3 clusters Score -1.26744e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61644 members 
Mstep: Class 2 contains 8146 members 
Entering Unmasked Estep 
Score: -12674522.000000 Penalty: 5532.009766
	Iteration 29Q: 3 clusters Score -1.267452e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62125 members 
Mstep: Class 2 contains 7665 members 
Entering Unmasked Estep 
Score: -12674600.000000 Penalty: 5532.009766
	Iteration 30Q: 3 clusters Score -1.26746e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62541 members 
Mstep: Class 2 contains 7249 members 
Entering Unmasked Estep 
Score: -12674751.000000 Penalty: 5532.009766
	Iteration 31Q: 3 clusters Score -1.267475e+07 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62948 members 
Mstep: Class 2 contains 6842 members 
Entering Unmasked Estep 
Score: -12674846.000000 Penalty: 5532.009766
	Iteration 32Q: 3 clusters Score -1.267485e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63309 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -12674963.000000 Penalty: 5532.009766
	Iteration 33Q: 3 clusters Score -1.267496e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63609 members 
Mstep: Class 2 contains 6181 members 
Entering Unmasked Estep 
Score: -12675095.000000 Penalty: 5532.009766
	Iteration 34Q: 3 clusters Score -1.26751e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63907 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -12675163.000000 Penalty: 5532.009766
	Iteration 35Q: 3 clusters Score -1.267516e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64184 members 
Mstep: Class 2 contains 5606 members 
Entering Unmasked Estep 
Score: -12675296.000000 Penalty: 5532.009766
	Iteration 36Q: 3 clusters Score -1.26753e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64461 members 
Mstep: Class 2 contains 5329 members 
Entering Unmasked Estep 
Score: -12675422.000000 Penalty: 5532.009766
	Iteration 37Q: 3 clusters Score -1.267542e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64722 members 
Mstep: Class 2 contains 5068 members 
Entering Unmasked Estep 
Score: -12675501.000000 Penalty: 5532.009766
	Iteration 38Q: 3 clusters Score -1.26755e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64976 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -12675611.000000 Penalty: 5532.009766
	Iteration 39Q: 3 clusters Score -1.267561e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65226 members 
Mstep: Class 2 contains 4564 members 
Entering Unmasked Estep 
Score: -12675706.000000 Penalty: 5532.009766
	Iteration 40F: 3 clusters Score -1.267571e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65462 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -12675809.000000 Penalty: 5532.009766
	Iteration 41Q: 3 clusters Score -1.267581e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65678 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -12675892.000000 Penalty: 5532.009766
	Iteration 42Q: 3 clusters Score -1.267589e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65880 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -12675977.000000 Penalty: 5532.009766
	Iteration 43Q: 3 clusters Score -1.267598e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66060 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -12676043.000000 Penalty: 5532.009766
	Iteration 44Q: 3 clusters Score -1.267604e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66203 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -12676133.000000 Penalty: 5532.009766
	Iteration 45Q: 3 clusters Score -1.267613e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -12676225.000000 Penalty: 5532.009766
	Iteration 46Q: 3 clusters Score -1.267622e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66454 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -12676268.000000 Penalty: 5532.009766
	Iteration 47Q: 3 clusters Score -1.267627e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66579 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -12676298.000000 Penalty: 5532.009766
	Iteration 48Q: 3 clusters Score -1.26763e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 3101 members 
Entering Unmasked Estep 
Score: -12676353.000000 Penalty: 5532.009766
	Iteration 49Q: 3 clusters Score -1.267635e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66809 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -12676399.000000 Penalty: 5532.009766
	Iteration 50Q: 3 clusters Score -1.26764e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66924 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -12676466.000000 Penalty: 5532.009766
	Iteration 51Q: 3 clusters Score -1.267647e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67037 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -12676545.000000 Penalty: 5532.009766
	Iteration 52Q: 3 clusters Score -1.267654e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67144 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -12676613.000000 Penalty: 5532.009766
	Iteration 53Q: 3 clusters Score -1.267661e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67243 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -12676649.000000 Penalty: 5532.009766
	Iteration 54Q: 3 clusters Score -1.267665e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67336 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -12676676.000000 Penalty: 5532.009766
	Iteration 55Q: 3 clusters Score -1.267668e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67429 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -12676703.000000 Penalty: 5532.009766
	Iteration 56Q: 3 clusters Score -1.26767e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67505 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -12676763.000000 Penalty: 5532.009766
	Iteration 57Q: 3 clusters Score -1.267676e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67573 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -12676818.000000 Penalty: 5532.009766
	Iteration 58Q: 3 clusters Score -1.267682e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67625 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -12676860.000000 Penalty: 5532.009766
	Iteration 59Q: 3 clusters Score -1.267686e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67671 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -12676883.000000 Penalty: 5532.009766
	Iteration 60F: 3 clusters Score -1.267688e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67716 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -12676921.000000 Penalty: 5532.009766
	Iteration 61Q: 3 clusters Score -1.267692e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67766 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -12676948.000000 Penalty: 5532.009766
	Iteration 62Q: 3 clusters Score -1.267695e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67819 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -12676984.000000 Penalty: 5532.009766
	Iteration 63Q: 3 clusters Score -1.267698e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67868 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -12677032.000000 Penalty: 5532.009766
	Iteration 64Q: 3 clusters Score -1.267703e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67900 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -12677046.000000 Penalty: 5532.009766
	Iteration 65Q: 3 clusters Score -1.267705e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67932 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12677080.000000 Penalty: 5532.009766
	Iteration 66Q: 3 clusters Score -1.267708e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67959 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -12677077.000000 Penalty: 5532.009766
	Iteration 67Q: 3 clusters Score -1.267708e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68002 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -12677105.000000 Penalty: 5532.009766
	Iteration 68Q: 3 clusters Score -1.26771e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68034 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -12677131.000000 Penalty: 5532.009766
	Iteration 69Q: 3 clusters Score -1.267713e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68065 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -12677167.000000 Penalty: 5532.009766
	Iteration 70Q: 3 clusters Score -1.267717e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68089 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -12677163.000000 Penalty: 5532.009766
	Iteration 71Q: 3 clusters Score -1.267716e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68110 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -12677177.000000 Penalty: 5532.009766
	Iteration 72Q: 3 clusters Score -1.267718e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68127 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -12677180.000000 Penalty: 5532.009766
	Iteration 73Q: 3 clusters Score -1.267718e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68137 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -12677186.000000 Penalty: 5532.009766
	Iteration 74Q: 3 clusters Score -1.267719e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68147 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -12677197.000000 Penalty: 5532.009766
	Iteration 75Q: 3 clusters Score -1.26772e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68152 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -12677207.000000 Penalty: 5532.009766
	Iteration 76Q: 3 clusters Score -1.267721e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68161 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -12677211.000000 Penalty: 5532.009766
	Iteration 77Q: 3 clusters Score -1.267721e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68166 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -12677216.000000 Penalty: 5532.009766
	Iteration 78Q: 3 clusters Score -1.267722e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68173 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -12677221.000000 Penalty: 5532.009766
	Iteration 79Q: 3 clusters Score -1.267722e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68179 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -12677204.000000 Penalty: 5532.009766
	Iteration 80F: 3 clusters Score -1.26772e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68188 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -12677224.000000 Penalty: 5532.009766
	Iteration 81Q: 3 clusters Score -1.267722e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68198 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -12677226.000000 Penalty: 5532.009766
	Iteration 82Q: 3 clusters Score -1.267723e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68204 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -12677233.000000 Penalty: 5532.009766
	Iteration 83Q: 3 clusters Score -1.267723e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12677230.000000 Penalty: 5532.009766
	Iteration 84Q: 3 clusters Score -1.267723e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68203 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -12677230.000000 Penalty: 5532.009766
	Iteration 85F: 3 clusters Score -1.267723e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52797 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52797 members 
Entering Unmasked Estep 
Score: -9931289.000000 Penalty: 2696.803955
	Iteration 0F: 2 clusters Score -9931289 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -9896926.000000 Penalty: 5393.607910
	Iteration 0F: 3 clusters Score -9896926 nChanged 24594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26626 members 
Mstep: Class 2 contains 26171 members 
Entering Unmasked Estep 
Score: -9910399.000000 Penalty: 5393.607910
	Iteration 1F: 3 clusters Score -9910399 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26775 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -9910966.000000 Penalty: 5393.607910
	Iteration 2Q: 3 clusters Score -9910966 nChanged 1816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 25818 members 
Entering Unmasked Estep 
Score: -9911383.000000 Penalty: 5393.607910
	Iteration 3Q: 3 clusters Score -9911383 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27341 members 
Mstep: Class 2 contains 25456 members 
Entering Unmasked Estep 
Score: -9911719.000000 Penalty: 5393.607910
	Iteration 4Q: 3 clusters Score -9911719 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -9912013.000000 Penalty: 5393.607910
	Iteration 5Q: 3 clusters Score -9912013 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 24193 members 
Entering Unmasked Estep 
Score: -9912321.000000 Penalty: 5393.607910
	Iteration 6Q: 3 clusters Score -9912321 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 23169 members 
Entering Unmasked Estep 
Score: -9912804.000000 Penalty: 5393.607910
	Iteration 7Q: 3 clusters Score -9912804 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 21749 members 
Entering Unmasked Estep 
Score: -9913386.000000 Penalty: 5393.607910
	Iteration 8Q: 3 clusters Score -9913386 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32960 members 
Mstep: Class 2 contains 19837 members 
Entering Unmasked Estep 
Score: -9914270.000000 Penalty: 5393.607910
	Iteration 9Q: 3 clusters Score -9914270 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35490 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -9915637.000000 Penalty: 5393.607910
	Iteration 10Q: 3 clusters Score -9915637 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38663 members 
Mstep: Class 2 contains 14134 members 
Entering Unmasked Estep 
Score: -9917833.000000 Penalty: 5393.607910
	Iteration 11F: 3 clusters Score -9917833 nChanged 3665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42310 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -9920647.000000 Penalty: 5393.607910
	Iteration 12F: 3 clusters Score -9920647 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -9923564.000000 Penalty: 5393.607910
	Iteration 13F: 3 clusters Score -9923564 nChanged 2942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48797 members 
Mstep: Class 2 contains 4000 members 
Entering Unmasked Estep 
Score: -9925896.000000 Penalty: 5393.607910
	Iteration 14F: 3 clusters Score -9925896 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50648 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -9927309.000000 Penalty: 5393.607910
	Iteration 15Q: 3 clusters Score -9927309 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51645 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -9928071.000000 Penalty: 5393.607910
	Iteration 16Q: 3 clusters Score -9928071 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52108 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -9928482.000000 Penalty: 5393.607910
	Iteration 17Q: 3 clusters Score -9928482 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52322 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -9928687.000000 Penalty: 5393.607910
	Iteration 18Q: 3 clusters Score -9928687 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52417 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -9928804.000000 Penalty: 5393.607910
	Iteration 19Q: 3 clusters Score -9928804 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52452 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -9928851.000000 Penalty: 5393.607910
	Iteration 20F: 3 clusters Score -9928851 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52473 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -9928888.000000 Penalty: 5393.607910
	Iteration 21Q: 3 clusters Score -9928888 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -9928916.000000 Penalty: 5393.607910
	Iteration 22Q: 3 clusters Score -9928916 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52496 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -9928925.000000 Penalty: 5393.607910
	Iteration 23Q: 3 clusters Score -9928925 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52501 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -9928948.000000 Penalty: 5393.607910
	Iteration 24Q: 3 clusters Score -9928948 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52502 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -9928944.000000 Penalty: 5393.607910
	Iteration 25Q: 3 clusters Score -9928944 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9928952.000000 Penalty: 5393.607910
	Iteration 26Q: 3 clusters Score -9928952 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9928956.000000 Penalty: 5393.607910
	Iteration 27Q: 3 clusters Score -9928956 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52504 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -9928956.000000 Penalty: 5393.607910
	Iteration 28F: 3 clusters Score -9928956 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4686 members 
Entering Unmasked Estep 
Score: -873144.437500 Penalty: 2096.178955
	Iteration 0F: 2 clusters Score -873144.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -868774.625000 Penalty: 4192.357910
	Iteration 0F: 3 clusters Score -868774.6 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -869784.687500 Penalty: 4192.357910
	Iteration 1F: 3 clusters Score -869784.7 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -869971.000000 Penalty: 4192.357910
	Iteration 2F: 3 clusters Score -869971 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 2376 members 
Entering Unmasked Estep 
Score: -870102.562500 Penalty: 4192.357910
	Iteration 3Q: 3 clusters Score -870102.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2291 members 
Mstep: Class 2 contains 2395 members 
Entering Unmasked Estep 
Score: -870205.625000 Penalty: 4192.357910
	Iteration 4Q: 3 clusters Score -870205.6 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -870277.500000 Penalty: 4192.357910
	Iteration 5Q: 3 clusters Score -870277.5 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -870339.250000 Penalty: 4192.357910
	Iteration 6Q: 3 clusters Score -870339.2 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2458 members 
Entering Unmasked Estep 
Score: -870395.375000 Penalty: 4192.357910
	Iteration 7Q: 3 clusters Score -870395.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -870442.000000 Penalty: 4192.357910
	Iteration 8Q: 3 clusters Score -870442 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -870499.750000 Penalty: 4192.357910
	Iteration 9Q: 3 clusters Score -870499.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -870561.437500 Penalty: 4192.357910
	Iteration 10Q: 3 clusters Score -870561.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -870620.562500 Penalty: 4192.357910
	Iteration 11Q: 3 clusters Score -870620.6 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -870681.687500 Penalty: 4192.357910
	Iteration 12Q: 3 clusters Score -870681.7 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -870745.062500 Penalty: 4192.357910
	Iteration 13Q: 3 clusters Score -870745.1 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -870805.500000 Penalty: 4192.357910
	Iteration 14Q: 3 clusters Score -870805.5 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -870862.437500 Penalty: 4192.357910
	Iteration 15Q: 3 clusters Score -870862.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -870914.000000 Penalty: 4192.357910
	Iteration 16Q: 3 clusters Score -870914 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -870966.562500 Penalty: 4192.357910
	Iteration 17Q: 3 clusters Score -870966.6 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -871009.000000 Penalty: 4192.357910
	Iteration 18Q: 3 clusters Score -871009 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -871053.875000 Penalty: 4192.357910
	Iteration 19Q: 3 clusters Score -871053.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3111 members 
Entering Unmasked Estep 
Score: -871098.750000 Penalty: 4192.357910
	Iteration 20F: 3 clusters Score -871098.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 3167 members 
Entering Unmasked Estep 
Score: -871144.500000 Penalty: 4192.357910
	Iteration 21Q: 3 clusters Score -871144.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 3217 members 
Entering Unmasked Estep 
Score: -871175.437500 Penalty: 4192.357910
	Iteration 22Q: 3 clusters Score -871175.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -871207.437500 Penalty: 4192.357910
	Iteration 23Q: 3 clusters Score -871207.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -871234.625000 Penalty: 4192.357910
	Iteration 24Q: 3 clusters Score -871234.6 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -871258.062500 Penalty: 4192.357910
	Iteration 25Q: 3 clusters Score -871258.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 3359 members 
Entering Unmasked Estep 
Score: -871282.125000 Penalty: 4192.357910
	Iteration 26Q: 3 clusters Score -871282.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -871300.937500 Penalty: 4192.357910
	Iteration 27Q: 3 clusters Score -871300.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -871314.187500 Penalty: 4192.357910
	Iteration 28Q: 3 clusters Score -871314.2 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 3424 members 
Entering Unmasked Estep 
Score: -871331.000000 Penalty: 4192.357910
	Iteration 29Q: 3 clusters Score -871331 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -871341.687500 Penalty: 4192.357910
	Iteration 30Q: 3 clusters Score -871341.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -871351.437500 Penalty: 4192.357910
	Iteration 31Q: 3 clusters Score -871351.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -871359.625000 Penalty: 4192.357910
	Iteration 32Q: 3 clusters Score -871359.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -871363.562500 Penalty: 4192.357910
	Iteration 33Q: 3 clusters Score -871363.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -871369.000000 Penalty: 4192.357910
	Iteration 34Q: 3 clusters Score -871369 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -871378.625000 Penalty: 4192.357910
	Iteration 35Q: 3 clusters Score -871378.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -871389.750000 Penalty: 4192.357910
	Iteration 36Q: 3 clusters Score -871389.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 3545 members 
Entering Unmasked Estep 
Score: -871399.000000 Penalty: 4192.357910
	Iteration 37Q: 3 clusters Score -871399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -871406.937500 Penalty: 4192.357910
	Iteration 38Q: 3 clusters Score -871406.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -871416.187500 Penalty: 4192.357910
	Iteration 39Q: 3 clusters Score -871416.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -871426.562500 Penalty: 4192.357910
	Iteration 40F: 3 clusters Score -871426.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -871436.312500 Penalty: 4192.357910
	Iteration 41Q: 3 clusters Score -871436.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -871447.000000 Penalty: 4192.357910
	Iteration 42Q: 3 clusters Score -871447 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -871461.687500 Penalty: 4192.357910
	Iteration 43Q: 3 clusters Score -871461.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -871471.562500 Penalty: 4192.357910
	Iteration 44Q: 3 clusters Score -871471.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -871478.000000 Penalty: 4192.357910
	Iteration 45Q: 3 clusters Score -871478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -871485.437500 Penalty: 4192.357910
	Iteration 46Q: 3 clusters Score -871485.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -871491.125000 Penalty: 4192.357910
	Iteration 47Q: 3 clusters Score -871491.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 3696 members 
Entering Unmasked Estep 
Score: -871497.625000 Penalty: 4192.357910
	Iteration 48Q: 3 clusters Score -871497.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -871502.750000 Penalty: 4192.357910
	Iteration 49Q: 3 clusters Score -871502.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -871504.562500 Penalty: 4192.357910
	Iteration 50Q: 3 clusters Score -871504.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -871505.062500 Penalty: 4192.357910
	Iteration 51Q: 3 clusters Score -871505.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -871508.687500 Penalty: 4192.357910
	Iteration 52Q: 3 clusters Score -871508.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -871514.500000 Penalty: 4192.357910
	Iteration 53Q: 3 clusters Score -871514.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3723 members 
Entering Unmasked Estep 
Score: -871518.625000 Penalty: 4192.357910
	Iteration 54Q: 3 clusters Score -871518.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -871523.500000 Penalty: 4192.357910
	Iteration 55Q: 3 clusters Score -871523.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 3738 members 
Entering Unmasked Estep 
Score: -871525.812500 Penalty: 4192.357910
	Iteration 56Q: 3 clusters Score -871525.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -871527.437500 Penalty: 4192.357910
	Iteration 57Q: 3 clusters Score -871527.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 3745 members 
Entering Unmasked Estep 
Score: -871528.875000 Penalty: 4192.357910
	Iteration 58Q: 3 clusters Score -871528.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -871530.312500 Penalty: 4192.357910
	Iteration 59Q: 3 clusters Score -871530.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -871531.937500 Penalty: 4192.357910
	Iteration 60F: 3 clusters Score -871531.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3755 members 
Entering Unmasked Estep 
Score: -871533.375000 Penalty: 4192.357910
	Iteration 61Q: 3 clusters Score -871533.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -871533.062500 Penalty: 4192.357910
	Iteration 62Q: 3 clusters Score -871533.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -871533.375000 Penalty: 4192.357910
	Iteration 63Q: 3 clusters Score -871533.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 3758 members 
Entering Unmasked Estep 
Score: -871533.375000 Penalty: 4192.357910
	Iteration 64F: 3 clusters Score -871533.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Entering Unmasked Estep 
Score: -5592814.500000 Penalty: 2550.781982
	Iteration 0F: 2 clusters Score -5592814 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14673 members 
Mstep: Class 2 contains 14629 members 
Entering Unmasked Estep 
Score: -5573008.000000 Penalty: 5101.563965
	Iteration 0F: 3 clusters Score -5573008 nChanged 13271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -5580608.000000 Penalty: 5101.563965
	Iteration 1F: 3 clusters Score -5580608 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15113 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -5581161.000000 Penalty: 5101.563965
	Iteration 2F: 3 clusters Score -5581161 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15131 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -5581592.500000 Penalty: 5101.563965
	Iteration 3Q: 3 clusters Score -5581592 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 14127 members 
Entering Unmasked Estep 
Score: -5581953.000000 Penalty: 5101.563965
	Iteration 4Q: 3 clusters Score -5581953 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15272 members 
Mstep: Class 2 contains 14030 members 
Entering Unmasked Estep 
Score: -5582271.500000 Penalty: 5101.563965
	Iteration 5Q: 3 clusters Score -5582272 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 13906 members 
Entering Unmasked Estep 
Score: -5582625.500000 Penalty: 5101.563965
	Iteration 6Q: 3 clusters Score -5582626 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15608 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -5583044.000000 Penalty: 5101.563965
	Iteration 7Q: 3 clusters Score -5583044 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 13449 members 
Entering Unmasked Estep 
Score: -5583393.500000 Penalty: 5101.563965
	Iteration 8Q: 3 clusters Score -5583394 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 13196 members 
Entering Unmasked Estep 
Score: -5583822.000000 Penalty: 5101.563965
	Iteration 9Q: 3 clusters Score -5583822 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -5584357.500000 Penalty: 5101.563965
	Iteration 10Q: 3 clusters Score -5584358 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -5584984.500000 Penalty: 5101.563965
	Iteration 11Q: 3 clusters Score -5584984 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 11943 members 
Entering Unmasked Estep 
Score: -5585722.500000 Penalty: 5101.563965
	Iteration 12Q: 3 clusters Score -5585722 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -5586461.500000 Penalty: 5101.563965
	Iteration 13Q: 3 clusters Score -5586462 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -5587009.500000 Penalty: 5101.563965
	Iteration 14Q: 3 clusters Score -5587010 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18690 members 
Mstep: Class 2 contains 10612 members 
Entering Unmasked Estep 
Score: -5587434.000000 Penalty: 5101.563965
	Iteration 15Q: 3 clusters Score -5587434 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 10215 members 
Entering Unmasked Estep 
Score: -5587701.000000 Penalty: 5101.563965
	Iteration 16Q: 3 clusters Score -5587701 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19411 members 
Mstep: Class 2 contains 9891 members 
Entering Unmasked Estep 
Score: -5587885.000000 Penalty: 5101.563965
	Iteration 17Q: 3 clusters Score -5587885 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 9587 members 
Entering Unmasked Estep 
Score: -5588037.000000 Penalty: 5101.563965
	Iteration 18Q: 3 clusters Score -5588037 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20034 members 
Mstep: Class 2 contains 9268 members 
Entering Unmasked Estep 
Score: -5588151.500000 Penalty: 5101.563965
	Iteration 19Q: 3 clusters Score -5588152 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -5588243.000000 Penalty: 5101.563965
	Iteration 20F: 3 clusters Score -5588243 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20606 members 
Mstep: Class 2 contains 8696 members 
Entering Unmasked Estep 
Score: -5588324.000000 Penalty: 5101.563965
	Iteration 21Q: 3 clusters Score -5588324 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 8431 members 
Entering Unmasked Estep 
Score: -5588404.000000 Penalty: 5101.563965
	Iteration 22Q: 3 clusters Score -5588404 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21139 members 
Mstep: Class 2 contains 8163 members 
Entering Unmasked Estep 
Score: -5588478.500000 Penalty: 5101.563965
	Iteration 23Q: 3 clusters Score -5588478 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 7915 members 
Entering Unmasked Estep 
Score: -5588547.500000 Penalty: 5101.563965
	Iteration 24Q: 3 clusters Score -5588548 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 7687 members 
Entering Unmasked Estep 
Score: -5588602.500000 Penalty: 5101.563965
	Iteration 25Q: 3 clusters Score -5588602 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -5588658.000000 Penalty: 5101.563965
	Iteration 26Q: 3 clusters Score -5588658 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 7233 members 
Entering Unmasked Estep 
Score: -5588727.500000 Penalty: 5101.563965
	Iteration 27Q: 3 clusters Score -5588728 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22296 members 
Mstep: Class 2 contains 7006 members 
Entering Unmasked Estep 
Score: -5588815.500000 Penalty: 5101.563965
	Iteration 28Q: 3 clusters Score -5588816 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -5588865.000000 Penalty: 5101.563965
	Iteration 29Q: 3 clusters Score -5588865 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22692 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -5588888.000000 Penalty: 5101.563965
	Iteration 30Q: 3 clusters Score -5588888 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 6409 members 
Entering Unmasked Estep 
Score: -5588960.500000 Penalty: 5101.563965
	Iteration 31Q: 3 clusters Score -5588960 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23086 members 
Mstep: Class 2 contains 6216 members 
Entering Unmasked Estep 
Score: -5589006.000000 Penalty: 5101.563965
	Iteration 32Q: 3 clusters Score -5589006 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -5589058.500000 Penalty: 5101.563965
	Iteration 33Q: 3 clusters Score -5589058 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23502 members 
Mstep: Class 2 contains 5800 members 
Entering Unmasked Estep 
Score: -5589113.500000 Penalty: 5101.563965
	Iteration 34Q: 3 clusters Score -5589114 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23710 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
Score: -5589172.500000 Penalty: 5101.563965
	Iteration 35Q: 3 clusters Score -5589172 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23913 members 
Mstep: Class 2 contains 5389 members 
Entering Unmasked Estep 
Score: -5589220.500000 Penalty: 5101.563965
	Iteration 36Q: 3 clusters Score -5589220 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -5589273.000000 Penalty: 5101.563965
	Iteration 37Q: 3 clusters Score -5589273 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24324 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -5589331.500000 Penalty: 5101.563965
	Iteration 38Q: 3 clusters Score -5589332 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -5589384.500000 Penalty: 5101.563965
	Iteration 39Q: 3 clusters Score -5589384 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 4582 members 
Entering Unmasked Estep 
Score: -5589438.500000 Penalty: 5101.563965
	Iteration 40F: 3 clusters Score -5589438 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -5589483.500000 Penalty: 5101.563965
	Iteration 41Q: 3 clusters Score -5589484 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25075 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -5589553.000000 Penalty: 5101.563965
	Iteration 42Q: 3 clusters Score -5589553 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5589590.500000 Penalty: 5101.563965
	Iteration 43Q: 3 clusters Score -5589590 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -5589638.500000 Penalty: 5101.563965
	Iteration 44Q: 3 clusters Score -5589638 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25536 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -5589687.000000 Penalty: 5101.563965
	Iteration 45Q: 3 clusters Score -5589687 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 3637 members 
Entering Unmasked Estep 
Score: -5589737.000000 Penalty: 5101.563965
	Iteration 46Q: 3 clusters Score -5589737 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -5589756.500000 Penalty: 5101.563965
	Iteration 47Q: 3 clusters Score -5589756 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25896 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -5589791.000000 Penalty: 5101.563965
	Iteration 48Q: 3 clusters Score -5589791 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26008 members 
Mstep: Class 2 contains 3294 members 
Entering Unmasked Estep 
Score: -5589841.000000 Penalty: 5101.563965
	Iteration 49Q: 3 clusters Score -5589841 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -5589868.000000 Penalty: 5101.563965
	Iteration 50Q: 3 clusters Score -5589868 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -5589904.500000 Penalty: 5101.563965
	Iteration 51Q: 3 clusters Score -5589904 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26375 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -5589928.500000 Penalty: 5101.563965
	Iteration 52Q: 3 clusters Score -5589928 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -5589981.000000 Penalty: 5101.563965
	Iteration 53Q: 3 clusters Score -5589981 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26582 members 
Mstep: Class 2 contains 2720 members 
Entering Unmasked Estep 
Score: -5590027.000000 Penalty: 5101.563965
	Iteration 54Q: 3 clusters Score -5590027 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -5590057.500000 Penalty: 5101.563965
	Iteration 55Q: 3 clusters Score -5590058 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26769 members 
Mstep: Class 2 contains 2533 members 
Entering Unmasked Estep 
Score: -5590073.500000 Penalty: 5101.563965
	Iteration 56Q: 3 clusters Score -5590074 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26840 members 
Mstep: Class 2 contains 2462 members 
Entering Unmasked Estep 
Score: -5590097.500000 Penalty: 5101.563965
	Iteration 57Q: 3 clusters Score -5590098 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 2387 members 
Entering Unmasked Estep 
Score: -5590122.500000 Penalty: 5101.563965
	Iteration 58Q: 3 clusters Score -5590122 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -5590142.500000 Penalty: 5101.563965
	Iteration 59Q: 3 clusters Score -5590142 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27069 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -5590159.000000 Penalty: 5101.563965
	Iteration 60F: 3 clusters Score -5590159 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27151 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -5590197.000000 Penalty: 5101.563965
	Iteration 61Q: 3 clusters Score -5590197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27224 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -5590212.000000 Penalty: 5101.563965
	Iteration 62Q: 3 clusters Score -5590212 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27285 members 
Mstep: Class 2 contains 2017 members 
Entering Unmasked Estep 
Score: -5590226.500000 Penalty: 5101.563965
	Iteration 63Q: 3 clusters Score -5590226 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27348 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -5590249.500000 Penalty: 5101.563965
	Iteration 64Q: 3 clusters Score -5590250 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27401 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5590264.500000 Penalty: 5101.563965
	Iteration 65Q: 3 clusters Score -5590264 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27446 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -5590284.500000 Penalty: 5101.563965
	Iteration 66Q: 3 clusters Score -5590284 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -5590314.000000 Penalty: 5101.563965
	Iteration 67Q: 3 clusters Score -5590314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27535 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -5590332.500000 Penalty: 5101.563965
	Iteration 68Q: 3 clusters Score -5590332 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27576 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -5590349.000000 Penalty: 5101.563965
	Iteration 69Q: 3 clusters Score -5590349 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27612 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5590353.500000 Penalty: 5101.563965
	Iteration 70Q: 3 clusters Score -5590354 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27642 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -5590359.500000 Penalty: 5101.563965
	Iteration 71Q: 3 clusters Score -5590360 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27670 members 
Mstep: Class 2 contains 1632 members 
Entering Unmasked Estep 
Score: -5590367.500000 Penalty: 5101.563965
	Iteration 72Q: 3 clusters Score -5590368 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27703 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -5590378.500000 Penalty: 5101.563965
	Iteration 73Q: 3 clusters Score -5590378 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27728 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -5590396.000000 Penalty: 5101.563965
	Iteration 74Q: 3 clusters Score -5590396 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27756 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -5590402.500000 Penalty: 5101.563965
	Iteration 75Q: 3 clusters Score -5590402 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -5590418.500000 Penalty: 5101.563965
	Iteration 76Q: 3 clusters Score -5590418 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -5590423.500000 Penalty: 5101.563965
	Iteration 77Q: 3 clusters Score -5590424 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27820 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5590447.000000 Penalty: 5101.563965
	Iteration 78Q: 3 clusters Score -5590447 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -5590444.500000 Penalty: 5101.563965
	Iteration 79Q: 3 clusters Score -5590444 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27871 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5590457.500000 Penalty: 5101.563965
	Iteration 80F: 3 clusters Score -5590458 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27897 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -5590466.000000 Penalty: 5101.563965
	Iteration 81Q: 3 clusters Score -5590466 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27921 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5590477.000000 Penalty: 5101.563965
	Iteration 82Q: 3 clusters Score -5590477 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27940 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -5590483.500000 Penalty: 5101.563965
	Iteration 83Q: 3 clusters Score -5590484 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27953 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5590488.500000 Penalty: 5101.563965
	Iteration 84Q: 3 clusters Score -5590488 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27969 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -5590497.500000 Penalty: 5101.563965
	Iteration 85Q: 3 clusters Score -5590498 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -5590502.500000 Penalty: 5101.563965
	Iteration 86Q: 3 clusters Score -5590502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27987 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -5590502.500000 Penalty: 5101.563965
	Iteration 87Q: 3 clusters Score -5590502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27994 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -5590494.000000 Penalty: 5101.563965
	Iteration 88Q: 3 clusters Score -5590494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28004 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -5590502.000000 Penalty: 5101.563965
	Iteration 89Q: 3 clusters Score -5590502 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5590512.500000 Penalty: 5101.563965
	Iteration 90Q: 3 clusters Score -5590512 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28028 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -5590521.000000 Penalty: 5101.563965
	Iteration 91Q: 3 clusters Score -5590521 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -5590529.000000 Penalty: 5101.563965
	Iteration 92Q: 3 clusters Score -5590529 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28061 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -5590550.000000 Penalty: 5101.563965
	Iteration 93Q: 3 clusters Score -5590550 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -5590545.500000 Penalty: 5101.563965
	Iteration 94Q: 3 clusters Score -5590546 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28096 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -5590553.000000 Penalty: 5101.563965
	Iteration 95Q: 3 clusters Score -5590553 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28111 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -5590557.000000 Penalty: 5101.563965
	Iteration 96Q: 3 clusters Score -5590557 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -5590570.000000 Penalty: 5101.563965
	Iteration 97Q: 3 clusters Score -5590570 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5590574.500000 Penalty: 5101.563965
	Iteration 98Q: 3 clusters Score -5590574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5590581.000000 Penalty: 5101.563965
	Iteration 99Q: 3 clusters Score -5590581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28160 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5590585.000000 Penalty: 5101.563965
	Iteration 100F: 3 clusters Score -5590585 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28169 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5590592.500000 Penalty: 5101.563965
	Iteration 101Q: 3 clusters Score -5590592 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28173 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -5590587.000000 Penalty: 5101.563965
	Iteration 102Q: 3 clusters Score -5590587 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5590589.500000 Penalty: 5101.563965
	Iteration 103Q: 3 clusters Score -5590590 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -5590591.500000 Penalty: 5101.563965
	Iteration 104Q: 3 clusters Score -5590592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5590595.000000 Penalty: 5101.563965
	Iteration 105Q: 3 clusters Score -5590595 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28216 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -5590596.000000 Penalty: 5101.563965
	Iteration 106Q: 3 clusters Score -5590596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28228 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -5590601.500000 Penalty: 5101.563965
	Iteration 107Q: 3 clusters Score -5590602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5590607.500000 Penalty: 5101.563965
	Iteration 108Q: 3 clusters Score -5590608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -5590609.000000 Penalty: 5101.563965
	Iteration 109Q: 3 clusters Score -5590609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28255 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -5590615.000000 Penalty: 5101.563965
	Iteration 110Q: 3 clusters Score -5590615 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5590619.000000 Penalty: 5101.563965
	Iteration 111Q: 3 clusters Score -5590619 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28268 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -5590617.500000 Penalty: 5101.563965
	Iteration 112Q: 3 clusters Score -5590618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5590622.000000 Penalty: 5101.563965
	Iteration 113Q: 3 clusters Score -5590622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28270 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -5590622.000000 Penalty: 5101.563965
	Iteration 114F: 3 clusters Score -5590622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -111481.242188 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -111481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -109793.140625 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -109793.1 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -109990.726562 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -109990.7 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -110070.562500 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -110070.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -110119.671875 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -110119.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -110169.859375 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -110169.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -110214.765625 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -110214.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -110251.109375 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -110251.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -110288.781250 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -110288.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -110333.382812 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -110333.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -110367.460938 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -110367.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -110393.531250 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -110393.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -110416.140625 Penalty: 3228.349365
	Iteration 11Q: 3 clusters Score -110416.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -110442.257812 Penalty: 3228.349365
	Iteration 12Q: 3 clusters Score -110442.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -110454.000000 Penalty: 3228.349365
	Iteration 13Q: 3 clusters Score -110454 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -110457.171875 Penalty: 3228.349365
	Iteration 14Q: 3 clusters Score -110457.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -110457.171875 Penalty: 3228.349365
	Iteration 15F: 3 clusters Score -110457.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Entering Unmasked Estep 
Score: -8285672.000000 Penalty: 2646.787598
	Iteration 0F: 2 clusters Score -8285672 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21667 members 
Mstep: Class 2 contains 21487 members 
Entering Unmasked Estep 
Score: -8258926.500000 Penalty: 5293.575195
	Iteration 0F: 3 clusters Score -8258926 nChanged 19866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22477 members 
Mstep: Class 2 contains 20677 members 
Entering Unmasked Estep 
Score: -8269791.500000 Penalty: 5293.575195
	Iteration 1F: 3 clusters Score -8269792 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23199 members 
Mstep: Class 2 contains 19955 members 
Entering Unmasked Estep 
Score: -8270364.000000 Penalty: 5293.575195
	Iteration 2Q: 3 clusters Score -8270364 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24214 members 
Mstep: Class 2 contains 18940 members 
Entering Unmasked Estep 
Score: -8270948.000000 Penalty: 5293.575195
	Iteration 3Q: 3 clusters Score -8270948 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -8271607.000000 Penalty: 5293.575195
	Iteration 4Q: 3 clusters Score -8271607 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 15667 members 
Entering Unmasked Estep 
Score: -8272511.000000 Penalty: 5293.575195
	Iteration 5Q: 3 clusters Score -8272511 nChanged 2490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -8273675.500000 Penalty: 5293.575195
	Iteration 6F: 3 clusters Score -8273676 nChanged 2877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32662 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -8275390.000000 Penalty: 5293.575195
	Iteration 7F: 3 clusters Score -8275390 nChanged 3093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35733 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -8277552.000000 Penalty: 5293.575195
	Iteration 8F: 3 clusters Score -8277552 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38596 members 
Mstep: Class 2 contains 4558 members 
Entering Unmasked Estep 
Score: -8279789.500000 Penalty: 5293.575195
	Iteration 9F: 3 clusters Score -8279790 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -8281470.500000 Penalty: 5293.575195
	Iteration 10F: 3 clusters Score -8281470 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42056 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8282484.000000 Penalty: 5293.575195
	Iteration 11Q: 3 clusters Score -8282484 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42604 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -8282939.000000 Penalty: 5293.575195
	Iteration 12Q: 3 clusters Score -8282939 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42798 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8283173.000000 Penalty: 5293.575195
	Iteration 13Q: 3 clusters Score -8283173 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42846 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -8283273.500000 Penalty: 5293.575195
	Iteration 14Q: 3 clusters Score -8283274 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -8283322.500000 Penalty: 5293.575195
	Iteration 15Q: 3 clusters Score -8283322 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42886 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -8283343.000000 Penalty: 5293.575195
	Iteration 16Q: 3 clusters Score -8283343 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42896 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8283369.000000 Penalty: 5293.575195
	Iteration 17Q: 3 clusters Score -8283369 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42900 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8283388.000000 Penalty: 5293.575195
	Iteration 18Q: 3 clusters Score -8283388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42906 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -8283412.000000 Penalty: 5293.575195
	Iteration 19Q: 3 clusters Score -8283412 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -8283418.500000 Penalty: 5293.575195
	Iteration 20F: 3 clusters Score -8283418 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8283427.500000 Penalty: 5293.575195
	Iteration 21Q: 3 clusters Score -8283428 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8283428.000000 Penalty: 5293.575195
	Iteration 22Q: 3 clusters Score -8283428 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42912 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8283428.000000 Penalty: 5293.575195
	Iteration 23F: 3 clusters Score -8283428 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46447 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46447 members 
Entering Unmasked Estep 
Score: -8763924.000000 Penalty: 2665.024658
	Iteration 0F: 2 clusters Score -8763924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23059 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -8735907.000000 Penalty: 5330.049316
	Iteration 0F: 3 clusters Score -8735907 nChanged 21484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -8748408.000000 Penalty: 5330.049316
	Iteration 1F: 3 clusters Score -8748408 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -8749126.000000 Penalty: 5330.049316
	Iteration 2Q: 3 clusters Score -8749126 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19106 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -8749969.000000 Penalty: 5330.049316
	Iteration 3Q: 3 clusters Score -8749969 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 29092 members 
Entering Unmasked Estep 
Score: -8751029.000000 Penalty: 5330.049316
	Iteration 4Q: 3 clusters Score -8751029 nChanged 2552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15193 members 
Mstep: Class 2 contains 31254 members 
Entering Unmasked Estep 
Score: -8752414.000000 Penalty: 5330.049316
	Iteration 5F: 3 clusters Score -8752414 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 33756 members 
Entering Unmasked Estep 
Score: -8754050.000000 Penalty: 5330.049316
	Iteration 6F: 3 clusters Score -8754050 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10128 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -8755980.000000 Penalty: 5330.049316
	Iteration 7F: 3 clusters Score -8755980 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7814 members 
Mstep: Class 2 contains 38633 members 
Entering Unmasked Estep 
Score: -8757733.000000 Penalty: 5330.049316
	Iteration 8F: 3 clusters Score -8757733 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6113 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -8759086.000000 Penalty: 5330.049316
	Iteration 9Q: 3 clusters Score -8759086 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5074 members 
Mstep: Class 2 contains 41373 members 
Entering Unmasked Estep 
Score: -8759932.000000 Penalty: 5330.049316
	Iteration 10Q: 3 clusters Score -8759932 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 42018 members 
Entering Unmasked Estep 
Score: -8760397.000000 Penalty: 5330.049316
	Iteration 11Q: 3 clusters Score -8760397 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4000 members 
Mstep: Class 2 contains 42447 members 
Entering Unmasked Estep 
Score: -8760689.000000 Penalty: 5330.049316
	Iteration 12Q: 3 clusters Score -8760689 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 42728 members 
Entering Unmasked Estep 
Score: -8760872.000000 Penalty: 5330.049316
	Iteration 13Q: 3 clusters Score -8760872 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 42935 members 
Entering Unmasked Estep 
Score: -8760967.000000 Penalty: 5330.049316
	Iteration 14Q: 3 clusters Score -8760967 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -8761063.000000 Penalty: 5330.049316
	Iteration 15Q: 3 clusters Score -8761063 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 43261 members 
Entering Unmasked Estep 
Score: -8761142.000000 Penalty: 5330.049316
	Iteration 16Q: 3 clusters Score -8761142 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3055 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -8761196.000000 Penalty: 5330.049316
	Iteration 17Q: 3 clusters Score -8761196 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 43504 members 
Entering Unmasked Estep 
Score: -8761223.000000 Penalty: 5330.049316
	Iteration 18Q: 3 clusters Score -8761223 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -8761258.000000 Penalty: 5330.049316
	Iteration 19Q: 3 clusters Score -8761258 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 43704 members 
Entering Unmasked Estep 
Score: -8761275.000000 Penalty: 5330.049316
	Iteration 20F: 3 clusters Score -8761275 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 43788 members 
Entering Unmasked Estep 
Score: -8761316.000000 Penalty: 5330.049316
	Iteration 21Q: 3 clusters Score -8761316 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -8761326.000000 Penalty: 5330.049316
	Iteration 22Q: 3 clusters Score -8761326 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 43921 members 
Entering Unmasked Estep 
Score: -8761348.000000 Penalty: 5330.049316
	Iteration 23Q: 3 clusters Score -8761348 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2469 members 
Mstep: Class 2 contains 43978 members 
Entering Unmasked Estep 
Score: -8761371.000000 Penalty: 5330.049316
	Iteration 24Q: 3 clusters Score -8761371 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -8761386.000000 Penalty: 5330.049316
	Iteration 25Q: 3 clusters Score -8761386 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8761392.000000 Penalty: 5330.049316
	Iteration 26Q: 3 clusters Score -8761392 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -8761426.000000 Penalty: 5330.049316
	Iteration 27Q: 3 clusters Score -8761426 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8761450.000000 Penalty: 5330.049316
	Iteration 28Q: 3 clusters Score -8761450 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8761438.000000 Penalty: 5330.049316
	Iteration 29Q: 3 clusters Score -8761438 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2198 members 
Mstep: Class 2 contains 44249 members 
Entering Unmasked Estep 
Score: -8761477.000000 Penalty: 5330.049316
	Iteration 30Q: 3 clusters Score -8761477 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 44287 members 
Entering Unmasked Estep 
Score: -8761483.000000 Penalty: 5330.049316
	Iteration 31Q: 3 clusters Score -8761483 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2125 members 
Mstep: Class 2 contains 44322 members 
Entering Unmasked Estep 
Score: -8761508.000000 Penalty: 5330.049316
	Iteration 32Q: 3 clusters Score -8761508 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8761526.000000 Penalty: 5330.049316
	Iteration 33Q: 3 clusters Score -8761526 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -8761516.000000 Penalty: 5330.049316
	Iteration 34Q: 3 clusters Score -8761516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 44423 members 
Entering Unmasked Estep 
Score: -8761526.000000 Penalty: 5330.049316
	Iteration 35Q: 3 clusters Score -8761526 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 44450 members 
Entering Unmasked Estep 
Score: -8761546.000000 Penalty: 5330.049316
	Iteration 36Q: 3 clusters Score -8761546 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 44483 members 
Entering Unmasked Estep 
Score: -8761560.000000 Penalty: 5330.049316
	Iteration 37Q: 3 clusters Score -8761560 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 44517 members 
Entering Unmasked Estep 
Score: -8761580.000000 Penalty: 5330.049316
	Iteration 38Q: 3 clusters Score -8761580 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1901 members 
Mstep: Class 2 contains 44546 members 
Entering Unmasked Estep 
Score: -8761589.000000 Penalty: 5330.049316
	Iteration 39Q: 3 clusters Score -8761589 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8761619.000000 Penalty: 5330.049316
	Iteration 40F: 3 clusters Score -8761619 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 44602 members 
Entering Unmasked Estep 
Score: -8761614.000000 Penalty: 5330.049316
	Iteration 41Q: 3 clusters Score -8761614 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -8761634.000000 Penalty: 5330.049316
	Iteration 42Q: 3 clusters Score -8761634 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 44644 members 
Entering Unmasked Estep 
Score: -8761645.000000 Penalty: 5330.049316
	Iteration 43Q: 3 clusters Score -8761645 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 44657 members 
Entering Unmasked Estep 
Score: -8761639.000000 Penalty: 5330.049316
	Iteration 44Q: 3 clusters Score -8761639 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 44673 members 
Entering Unmasked Estep 
Score: -8761648.000000 Penalty: 5330.049316
	Iteration 45Q: 3 clusters Score -8761648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -8761649.000000 Penalty: 5330.049316
	Iteration 46Q: 3 clusters Score -8761649 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Mstep: Class 2 contains 44718 members 
Entering Unmasked Estep 
Score: -8761649.000000 Penalty: 5330.049316
	Iteration 47Q: 3 clusters Score -8761649 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -8761646.000000 Penalty: 5330.049316
	Iteration 48Q: 3 clusters Score -8761646 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 44740 members 
Entering Unmasked Estep 
Score: -8761660.000000 Penalty: 5330.049316
	Iteration 49Q: 3 clusters Score -8761660 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 44744 members 
Entering Unmasked Estep 
Score: -8761662.000000 Penalty: 5330.049316
	Iteration 50Q: 3 clusters Score -8761662 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 44750 members 
Entering Unmasked Estep 
Score: -8761672.000000 Penalty: 5330.049316
	Iteration 51Q: 3 clusters Score -8761672 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -8761668.000000 Penalty: 5330.049316
	Iteration 52Q: 3 clusters Score -8761668 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 44766 members 
Entering Unmasked Estep 
Score: -8761665.000000 Penalty: 5330.049316
	Iteration 53Q: 3 clusters Score -8761665 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -8761668.000000 Penalty: 5330.049316
	Iteration 54Q: 3 clusters Score -8761668 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 44784 members 
Entering Unmasked Estep 
Score: -8761672.000000 Penalty: 5330.049316
	Iteration 55Q: 3 clusters Score -8761672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1653 members 
Mstep: Class 2 contains 44794 members 
Entering Unmasked Estep 
Score: -8761682.000000 Penalty: 5330.049316
	Iteration 56Q: 3 clusters Score -8761682 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 44805 members 
Entering Unmasked Estep 
Score: -8761678.000000 Penalty: 5330.049316
	Iteration 57Q: 3 clusters Score -8761678 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 44814 members 
Entering Unmasked Estep 
Score: -8761688.000000 Penalty: 5330.049316
	Iteration 58Q: 3 clusters Score -8761688 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -8761697.000000 Penalty: 5330.049316
	Iteration 59Q: 3 clusters Score -8761697 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -8761696.000000 Penalty: 5330.049316
	Iteration 60F: 3 clusters Score -8761696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -8761695.000000 Penalty: 5330.049316
	Iteration 61Q: 3 clusters Score -8761695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 44818 members 
Entering Unmasked Estep 
Score: -8761695.000000 Penalty: 5330.049316
	Iteration 62F: 3 clusters Score -8761695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -89623.250000 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -89623.25 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -88202.179688 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -88202.18 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -88478.921875 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -88478.92 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -88665.164062 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -88665.16 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -88896.992188 Penalty: 3081.452637
	Iteration 3F: 3 clusters Score -88896.99 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -89073.289062 Penalty: 3081.452637
	Iteration 4F: 3 clusters Score -89073.29 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -89170.539062 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -89170.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -89247.937500 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -89247.94 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -89265.945312 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -89265.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -89283.960938 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -89283.96 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89292.835938 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -89292.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89302.382812 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -89302.38 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -89302.382812 Penalty: 3081.452637
	Iteration 11F: 3 clusters Score -89302.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -151752.640625 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -151752.6 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 431 members 
Entering Unmasked Estep 
Score: -149954.328125 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -149954.3 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -150243.250000 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -150243.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -150346.000000 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -150346 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -150416.484375 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -150416.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -150461.703125 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -150461.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -150495.468750 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -150495.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -150528.562500 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -150528.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -150571.640625 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -150571.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -150641.734375 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -150641.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -150699.390625 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -150699.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -150749.312500 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -150749.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150801.359375 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -150801.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -150848.203125 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -150848.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -150873.843750 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -150873.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -150901.187500 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -150901.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -150928.203125 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -150928.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -150942.328125 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -150942.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -150946.984375 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -150947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -150947.921875 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -150947.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -150947.921875 Penalty: 3344.468994
	Iteration 19F: 3 clusters Score -150947.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (24062 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24062 members 
Entering Unmasked Estep 
Score: -4850792.000000 Penalty: 2501.920654
	Iteration 0F: 2 clusters Score -4850792 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12048 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -4835048.500000 Penalty: 5003.841309
	Iteration 0F: 3 clusters Score -4835048 nChanged 10657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12411 members 
Mstep: Class 2 contains 11651 members 
Entering Unmasked Estep 
Score: -4840676.000000 Penalty: 5003.841309
	Iteration 1F: 3 clusters Score -4840676 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12564 members 
Mstep: Class 2 contains 11498 members 
Entering Unmasked Estep 
Score: -4841067.500000 Penalty: 5003.841309
	Iteration 2F: 3 clusters Score -4841068 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12770 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -4841442.500000 Penalty: 5003.841309
	Iteration 3Q: 3 clusters Score -4841442 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 11014 members 
Entering Unmasked Estep 
Score: -4841765.000000 Penalty: 5003.841309
	Iteration 4Q: 3 clusters Score -4841765 nChanged 984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13404 members 
Mstep: Class 2 contains 10658 members 
Entering Unmasked Estep 
Score: -4842091.000000 Penalty: 5003.841309
	Iteration 5Q: 3 clusters Score -4842091 nChanged 1026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 10180 members 
Entering Unmasked Estep 
Score: -4842513.500000 Penalty: 5003.841309
	Iteration 6Q: 3 clusters Score -4842514 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 9564 members 
Entering Unmasked Estep 
Score: -4842996.000000 Penalty: 5003.841309
	Iteration 7Q: 3 clusters Score -4842996 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15201 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4843509.000000 Penalty: 5003.841309
	Iteration 8Q: 3 clusters Score -4843509 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15941 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -4844048.000000 Penalty: 5003.841309
	Iteration 9Q: 3 clusters Score -4844048 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 7352 members 
Entering Unmasked Estep 
Score: -4844684.500000 Penalty: 5003.841309
	Iteration 10Q: 3 clusters Score -4844684 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 6551 members 
Entering Unmasked Estep 
Score: -4845498.500000 Penalty: 5003.841309
	Iteration 11Q: 3 clusters Score -4845498 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 5861 members 
Entering Unmasked Estep 
Score: -4846323.000000 Penalty: 5003.841309
	Iteration 12Q: 3 clusters Score -4846323 nChanged 975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18720 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -4847096.000000 Penalty: 5003.841309
	Iteration 13Q: 3 clusters Score -4847096 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19039 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -4847507.000000 Penalty: 5003.841309
	Iteration 14Q: 3 clusters Score -4847507 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19304 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -4847643.000000 Penalty: 5003.841309
	Iteration 15Q: 3 clusters Score -4847643 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19520 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -4847753.000000 Penalty: 5003.841309
	Iteration 16Q: 3 clusters Score -4847753 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -4847804.500000 Penalty: 5003.841309
	Iteration 17Q: 3 clusters Score -4847804 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -4847825.500000 Penalty: 5003.841309
	Iteration 18Q: 3 clusters Score -4847826 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -4847840.000000 Penalty: 5003.841309
	Iteration 19Q: 3 clusters Score -4847840 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20132 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -4847892.000000 Penalty: 5003.841309
	Iteration 20F: 3 clusters Score -4847892 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -4847901.000000 Penalty: 5003.841309
	Iteration 21Q: 3 clusters Score -4847901 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20357 members 
Mstep: Class 2 contains 3705 members 
Entering Unmasked Estep 
Score: -4847924.000000 Penalty: 5003.841309
	Iteration 22Q: 3 clusters Score -4847924 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20474 members 
Mstep: Class 2 contains 3588 members 
Entering Unmasked Estep 
Score: -4847954.000000 Penalty: 5003.841309
	Iteration 23Q: 3 clusters Score -4847954 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20567 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -4847972.500000 Penalty: 5003.841309
	Iteration 24Q: 3 clusters Score -4847972 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20654 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -4847975.000000 Penalty: 5003.841309
	Iteration 25Q: 3 clusters Score -4847975 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20744 members 
Mstep: Class 2 contains 3318 members 
Entering Unmasked Estep 
Score: -4847989.000000 Penalty: 5003.841309
	Iteration 26Q: 3 clusters Score -4847989 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20844 members 
Mstep: Class 2 contains 3218 members 
Entering Unmasked Estep 
Score: -4848008.000000 Penalty: 5003.841309
	Iteration 27Q: 3 clusters Score -4848008 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20945 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -4848017.000000 Penalty: 5003.841309
	Iteration 28Q: 3 clusters Score -4848017 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -4848052.000000 Penalty: 5003.841309
	Iteration 29Q: 3 clusters Score -4848052 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 2942 members 
Entering Unmasked Estep 
Score: -4848055.000000 Penalty: 5003.841309
	Iteration 30Q: 3 clusters Score -4848055 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21198 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -4848071.000000 Penalty: 5003.841309
	Iteration 31Q: 3 clusters Score -4848071 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -4848085.500000 Penalty: 5003.841309
	Iteration 32Q: 3 clusters Score -4848086 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 2721 members 
Entering Unmasked Estep 
Score: -4848090.000000 Penalty: 5003.841309
	Iteration 33Q: 3 clusters Score -4848090 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21404 members 
Mstep: Class 2 contains 2658 members 
Entering Unmasked Estep 
Score: -4848101.000000 Penalty: 5003.841309
	Iteration 34Q: 3 clusters Score -4848101 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21477 members 
Mstep: Class 2 contains 2585 members 
Entering Unmasked Estep 
Score: -4848116.500000 Penalty: 5003.841309
	Iteration 35Q: 3 clusters Score -4848116 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -4848133.500000 Penalty: 5003.841309
	Iteration 36Q: 3 clusters Score -4848134 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21595 members 
Mstep: Class 2 contains 2467 members 
Entering Unmasked Estep 
Score: -4848146.000000 Penalty: 5003.841309
	Iteration 37Q: 3 clusters Score -4848146 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21665 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -4848178.000000 Penalty: 5003.841309
	Iteration 38Q: 3 clusters Score -4848178 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -4848197.000000 Penalty: 5003.841309
	Iteration 39Q: 3 clusters Score -4848197 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21808 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -4848229.500000 Penalty: 5003.841309
	Iteration 40F: 3 clusters Score -4848230 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21864 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -4848242.500000 Penalty: 5003.841309
	Iteration 41Q: 3 clusters Score -4848242 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21927 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -4848267.500000 Penalty: 5003.841309
	Iteration 42Q: 3 clusters Score -4848268 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21986 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -4848268.000000 Penalty: 5003.841309
	Iteration 43Q: 3 clusters Score -4848268 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -4848306.000000 Penalty: 5003.841309
	Iteration 44Q: 3 clusters Score -4848306 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -4848313.500000 Penalty: 5003.841309
	Iteration 45Q: 3 clusters Score -4848314 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -4848328.500000 Penalty: 5003.841309
	Iteration 46Q: 3 clusters Score -4848328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4848347.000000 Penalty: 5003.841309
	Iteration 47Q: 3 clusters Score -4848347 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22209 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -4848356.500000 Penalty: 5003.841309
	Iteration 48Q: 3 clusters Score -4848356 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -4848354.000000 Penalty: 5003.841309
	Iteration 49Q: 3 clusters Score -4848354 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4848359.500000 Penalty: 5003.841309
	Iteration 50Q: 3 clusters Score -4848360 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4848371.000000 Penalty: 5003.841309
	Iteration 51Q: 3 clusters Score -4848371 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22287 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4848371.000000 Penalty: 5003.841309
	Iteration 52Q: 3 clusters Score -4848371 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22303 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -4848380.500000 Penalty: 5003.841309
	Iteration 53Q: 3 clusters Score -4848380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22318 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -4848379.500000 Penalty: 5003.841309
	Iteration 54Q: 3 clusters Score -4848380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 1723 members 
Entering Unmasked Estep 
Score: -4848383.500000 Penalty: 5003.841309
	Iteration 55Q: 3 clusters Score -4848384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -4848399.000000 Penalty: 5003.841309
	Iteration 56Q: 3 clusters Score -4848399 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22365 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -4848398.500000 Penalty: 5003.841309
	Iteration 57Q: 3 clusters Score -4848398 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4848407.000000 Penalty: 5003.841309
	Iteration 58Q: 3 clusters Score -4848407 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -4848411.000000 Penalty: 5003.841309
	Iteration 59Q: 3 clusters Score -4848411 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -4848425.000000 Penalty: 5003.841309
	Iteration 60F: 3 clusters Score -4848425 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4848426.000000 Penalty: 5003.841309
	Iteration 61Q: 3 clusters Score -4848426 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22449 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -4848428.000000 Penalty: 5003.841309
	Iteration 62Q: 3 clusters Score -4848428 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22460 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -4848431.000000 Penalty: 5003.841309
	Iteration 63Q: 3 clusters Score -4848431 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22467 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -4848434.500000 Penalty: 5003.841309
	Iteration 64Q: 3 clusters Score -4848434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22471 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -4848434.000000 Penalty: 5003.841309
	Iteration 65Q: 3 clusters Score -4848434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22473 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -4848437.000000 Penalty: 5003.841309
	Iteration 66Q: 3 clusters Score -4848437 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4848432.500000 Penalty: 5003.841309
	Iteration 67Q: 3 clusters Score -4848432 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22475 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -4848432.500000 Penalty: 5003.841309
	Iteration 68F: 3 clusters Score -4848432 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41290 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41290 members 
Entering Unmasked Estep 
Score: -7881136.000000 Penalty: 2635.837158
	Iteration 0F: 2 clusters Score -7881136 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20499 members 
Mstep: Class 2 contains 20791 members 
Entering Unmasked Estep 
Score: -7854926.000000 Penalty: 5271.674316
	Iteration 0F: 3 clusters Score -7854926 nChanged 18967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19732 members 
Mstep: Class 2 contains 21558 members 
Entering Unmasked Estep 
Score: -7865467.500000 Penalty: 5271.674316
	Iteration 1F: 3 clusters Score -7865468 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 21979 members 
Entering Unmasked Estep 
Score: -7866320.500000 Penalty: 5271.674316
	Iteration 2Q: 3 clusters Score -7866320 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18848 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -7867427.000000 Penalty: 5271.674316
	Iteration 3Q: 3 clusters Score -7867427 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -7869026.500000 Penalty: 5271.674316
	Iteration 4F: 3 clusters Score -7869026 nChanged 2411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18145 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -7870890.000000 Penalty: 5271.674316
	Iteration 5F: 3 clusters Score -7870890 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -7873063.500000 Penalty: 5271.674316
	Iteration 6F: 3 clusters Score -7873064 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18691 members 
Mstep: Class 2 contains 22599 members 
Entering Unmasked Estep 
Score: -7875343.000000 Penalty: 5271.674316
	Iteration 7F: 3 clusters Score -7875343 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19407 members 
Mstep: Class 2 contains 21883 members 
Entering Unmasked Estep 
Score: -7877309.500000 Penalty: 5271.674316
	Iteration 8F: 3 clusters Score -7877310 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20226 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -7878613.500000 Penalty: 5271.674316
	Iteration 9F: 3 clusters Score -7878614 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 20431 members 
Entering Unmasked Estep 
Score: -7879392.500000 Penalty: 5271.674316
	Iteration 10Q: 3 clusters Score -7879392 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Mstep: Class 2 contains 19859 members 
Entering Unmasked Estep 
Score: -7879826.500000 Penalty: 5271.674316
	Iteration 11Q: 3 clusters Score -7879826 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 19394 members 
Entering Unmasked Estep 
Score: -7880144.000000 Penalty: 5271.674316
	Iteration 12Q: 3 clusters Score -7880144 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22247 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -7880367.500000 Penalty: 5271.674316
	Iteration 13Q: 3 clusters Score -7880368 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -7880440.000000 Penalty: 5271.674316
	Iteration 14Q: 3 clusters Score -7880440 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 18658 members 
Entering Unmasked Estep 
Score: -7880522.500000 Penalty: 5271.674316
	Iteration 15Q: 3 clusters Score -7880522 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22787 members 
Mstep: Class 2 contains 18503 members 
Entering Unmasked Estep 
Score: -7880570.000000 Penalty: 5271.674316
	Iteration 16Q: 3 clusters Score -7880570 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -7880611.500000 Penalty: 5271.674316
	Iteration 17Q: 3 clusters Score -7880612 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 18219 members 
Entering Unmasked Estep 
Score: -7880634.000000 Penalty: 5271.674316
	Iteration 18Q: 3 clusters Score -7880634 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 18098 members 
Entering Unmasked Estep 
Score: -7880645.500000 Penalty: 5271.674316
	Iteration 19Q: 3 clusters Score -7880646 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -7880671.000000 Penalty: 5271.674316
	Iteration 20F: 3 clusters Score -7880671 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -7880683.000000 Penalty: 5271.674316
	Iteration 21Q: 3 clusters Score -7880683 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23562 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
Score: -7880686.500000 Penalty: 5271.674316
	Iteration 22Q: 3 clusters Score -7880686 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -7880681.500000 Penalty: 5271.674316
	Iteration 23Q: 3 clusters Score -7880682 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23778 members 
Mstep: Class 2 contains 17512 members 
Entering Unmasked Estep 
Score: -7880705.000000 Penalty: 5271.674316
	Iteration 24Q: 3 clusters Score -7880705 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23879 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -7880708.500000 Penalty: 5271.674316
	Iteration 25Q: 3 clusters Score -7880708 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23965 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -7880708.000000 Penalty: 5271.674316
	Iteration 26Q: 3 clusters Score -7880708 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
Score: -7880702.000000 Penalty: 5271.674316
	Iteration 27Q: 3 clusters Score -7880702 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24137 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -7880718.500000 Penalty: 5271.674316
	Iteration 28Q: 3 clusters Score -7880718 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24233 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -7880732.000000 Penalty: 5271.674316
	Iteration 29Q: 3 clusters Score -7880732 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24320 members 
Mstep: Class 2 contains 16970 members 
Entering Unmasked Estep 
Score: -7880752.500000 Penalty: 5271.674316
	Iteration 30Q: 3 clusters Score -7880752 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24416 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -7880750.500000 Penalty: 5271.674316
	Iteration 31Q: 3 clusters Score -7880750 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24510 members 
Mstep: Class 2 contains 16780 members 
Entering Unmasked Estep 
Score: -7880762.500000 Penalty: 5271.674316
	Iteration 32Q: 3 clusters Score -7880762 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24610 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -7880780.000000 Penalty: 5271.674316
	Iteration 33Q: 3 clusters Score -7880780 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 16580 members 
Entering Unmasked Estep 
Score: -7880774.500000 Penalty: 5271.674316
	Iteration 34Q: 3 clusters Score -7880774 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
Score: -7880769.000000 Penalty: 5271.674316
	Iteration 35Q: 3 clusters Score -7880769 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24903 members 
Mstep: Class 2 contains 16387 members 
Entering Unmasked Estep 
Score: -7880759.500000 Penalty: 5271.674316
	Iteration 36Q: 3 clusters Score -7880760 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24998 members 
Mstep: Class 2 contains 16292 members 
Entering Unmasked Estep 
Score: -7880781.000000 Penalty: 5271.674316
	Iteration 37Q: 3 clusters Score -7880781 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 16210 members 
Entering Unmasked Estep 
Score: -7880762.500000 Penalty: 5271.674316
	Iteration 38Q: 3 clusters Score -7880762 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25179 members 
Mstep: Class 2 contains 16111 members 
Entering Unmasked Estep 
Score: -7880762.500000 Penalty: 5271.674316
	Iteration 39Q: 3 clusters Score -7880762 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25294 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
Score: -7880778.500000 Penalty: 5271.674316
	Iteration 40F: 3 clusters Score -7880778 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25399 members 
Mstep: Class 2 contains 15891 members 
Entering Unmasked Estep 
Score: -7880782.500000 Penalty: 5271.674316
	Iteration 41Q: 3 clusters Score -7880782 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 15765 members 
Entering Unmasked Estep 
Score: -7880776.000000 Penalty: 5271.674316
	Iteration 42Q: 3 clusters Score -7880776 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25660 members 
Mstep: Class 2 contains 15630 members 
Entering Unmasked Estep 
Score: -7880793.000000 Penalty: 5271.674316
	Iteration 43Q: 3 clusters Score -7880793 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25807 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -7880797.000000 Penalty: 5271.674316
	Iteration 44Q: 3 clusters Score -7880797 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25940 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -7880813.000000 Penalty: 5271.674316
	Iteration 45Q: 3 clusters Score -7880813 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26084 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -7880828.500000 Penalty: 5271.674316
	Iteration 46Q: 3 clusters Score -7880828 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26231 members 
Mstep: Class 2 contains 15059 members 
Entering Unmasked Estep 
Score: -7880842.500000 Penalty: 5271.674316
	Iteration 47Q: 3 clusters Score -7880842 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 14944 members 
Entering Unmasked Estep 
Score: -7880846.500000 Penalty: 5271.674316
	Iteration 48Q: 3 clusters Score -7880846 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -7880858.500000 Penalty: 5271.674316
	Iteration 49Q: 3 clusters Score -7880858 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26595 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -7880864.000000 Penalty: 5271.674316
	Iteration 50Q: 3 clusters Score -7880864 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26737 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -7880877.500000 Penalty: 5271.674316
	Iteration 51Q: 3 clusters Score -7880878 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26883 members 
Mstep: Class 2 contains 14407 members 
Entering Unmasked Estep 
Score: -7880884.500000 Penalty: 5271.674316
	Iteration 52Q: 3 clusters Score -7880884 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27014 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -7880894.000000 Penalty: 5271.674316
	Iteration 53Q: 3 clusters Score -7880894 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27128 members 
Mstep: Class 2 contains 14162 members 
Entering Unmasked Estep 
Score: -7880875.000000 Penalty: 5271.674316
	Iteration 54Q: 3 clusters Score -7880875 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 14056 members 
Entering Unmasked Estep 
Score: -7880879.500000 Penalty: 5271.674316
	Iteration 55Q: 3 clusters Score -7880880 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
Score: -7880882.000000 Penalty: 5271.674316
	Iteration 56Q: 3 clusters Score -7880882 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27442 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -7880898.500000 Penalty: 5271.674316
	Iteration 57Q: 3 clusters Score -7880898 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27536 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -7880902.500000 Penalty: 5271.674316
	Iteration 58Q: 3 clusters Score -7880902 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27631 members 
Mstep: Class 2 contains 13659 members 
Entering Unmasked Estep 
Score: -7880901.000000 Penalty: 5271.674316
	Iteration 59Q: 3 clusters Score -7880901 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27711 members 
Mstep: Class 2 contains 13579 members 
Entering Unmasked Estep 
Score: -7880923.500000 Penalty: 5271.674316
	Iteration 60F: 3 clusters Score -7880924 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27798 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -7880933.000000 Penalty: 5271.674316
	Iteration 61Q: 3 clusters Score -7880933 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -7880945.500000 Penalty: 5271.674316
	Iteration 62Q: 3 clusters Score -7880946 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27966 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -7880952.500000 Penalty: 5271.674316
	Iteration 63Q: 3 clusters Score -7880952 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28046 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -7880957.500000 Penalty: 5271.674316
	Iteration 64Q: 3 clusters Score -7880958 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28125 members 
Mstep: Class 2 contains 13165 members 
Entering Unmasked Estep 
Score: -7880937.500000 Penalty: 5271.674316
	Iteration 65Q: 3 clusters Score -7880938 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28224 members 
Mstep: Class 2 contains 13066 members 
Entering Unmasked Estep 
Score: -7880933.000000 Penalty: 5271.674316
	Iteration 66Q: 3 clusters Score -7880933 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28310 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -7880953.000000 Penalty: 5271.674316
	Iteration 67Q: 3 clusters Score -7880953 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28380 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -7880952.500000 Penalty: 5271.674316
	Iteration 68Q: 3 clusters Score -7880952 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 12837 members 
Entering Unmasked Estep 
Score: -7880956.000000 Penalty: 5271.674316
	Iteration 69Q: 3 clusters Score -7880956 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28525 members 
Mstep: Class 2 contains 12765 members 
Entering Unmasked Estep 
Score: -7880938.000000 Penalty: 5271.674316
	Iteration 70Q: 3 clusters Score -7880938 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -7880965.000000 Penalty: 5271.674316
	Iteration 71Q: 3 clusters Score -7880965 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 12625 members 
Entering Unmasked Estep 
Score: -7880955.000000 Penalty: 5271.674316
	Iteration 72Q: 3 clusters Score -7880955 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28738 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -7880938.500000 Penalty: 5271.674316
	Iteration 73Q: 3 clusters Score -7880938 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -7880934.500000 Penalty: 5271.674316
	Iteration 74Q: 3 clusters Score -7880934 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28926 members 
Mstep: Class 2 contains 12364 members 
Entering Unmasked Estep 
Score: -7880922.000000 Penalty: 5271.674316
	Iteration 75Q: 3 clusters Score -7880922 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29003 members 
Mstep: Class 2 contains 12287 members 
Entering Unmasked Estep 
Score: -7880939.500000 Penalty: 5271.674316
	Iteration 76Q: 3 clusters Score -7880940 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29080 members 
Mstep: Class 2 contains 12210 members 
Entering Unmasked Estep 
Score: -7880940.500000 Penalty: 5271.674316
	Iteration 77Q: 3 clusters Score -7880940 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -7880934.000000 Penalty: 5271.674316
	Iteration 78Q: 3 clusters Score -7880934 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29189 members 
Mstep: Class 2 contains 12101 members 
Entering Unmasked Estep 
Score: -7880924.500000 Penalty: 5271.674316
	Iteration 79Q: 3 clusters Score -7880924 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29242 members 
Mstep: Class 2 contains 12048 members 
Entering Unmasked Estep 
Score: -7880941.500000 Penalty: 5271.674316
	Iteration 80F: 3 clusters Score -7880942 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29320 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -7880943.000000 Penalty: 5271.674316
	Iteration 81Q: 3 clusters Score -7880943 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29391 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -7880964.000000 Penalty: 5271.674316
	Iteration 82Q: 3 clusters Score -7880964 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29447 members 
Mstep: Class 2 contains 11843 members 
Entering Unmasked Estep 
Score: -7880980.000000 Penalty: 5271.674316
	Iteration 83Q: 3 clusters Score -7880980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29502 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -7880990.000000 Penalty: 5271.674316
	Iteration 84Q: 3 clusters Score -7880990 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 11735 members 
Entering Unmasked Estep 
Score: -7880996.000000 Penalty: 5271.674316
	Iteration 85Q: 3 clusters Score -7880996 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -7881005.000000 Penalty: 5271.674316
	Iteration 86Q: 3 clusters Score -7881005 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 11599 members 
Entering Unmasked Estep 
Score: -7881004.000000 Penalty: 5271.674316
	Iteration 87Q: 3 clusters Score -7881004 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29768 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -7881000.500000 Penalty: 5271.674316
	Iteration 88Q: 3 clusters Score -7881000 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29845 members 
Mstep: Class 2 contains 11445 members 
Entering Unmasked Estep 
Score: -7881006.500000 Penalty: 5271.674316
	Iteration 89Q: 3 clusters Score -7881006 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29928 members 
Mstep: Class 2 contains 11362 members 
Entering Unmasked Estep 
Score: -7881009.000000 Penalty: 5271.674316
	Iteration 90Q: 3 clusters Score -7881009 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30012 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -7880993.000000 Penalty: 5271.674316
	Iteration 91Q: 3 clusters Score -7880993 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 11200 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -7880998 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7880993 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30230 members 
Mstep: Class 2 contains 11060 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7881002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30288 members 
Mstep: Class 2 contains 11002 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7881001 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 10949 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7880979 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30392 members 
Mstep: Class 2 contains 10898 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7880986 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30436 members 
Mstep: Class 2 contains 10854 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7880996 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30481 members 
Mstep: Class 2 contains 10809 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7881008 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30513 members 
Mstep: Class 2 contains 10777 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7880996 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30538 members 
Mstep: Class 2 contains 10752 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7881006 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30565 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7880992 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -7880984.000000 Penalty: 5271.674316
	Iteration 103Q: 3 clusters Score -7880984 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -7880981.500000 Penalty: 5271.674316
	Iteration 104Q: 3 clusters Score -7880982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 10643 members 
Entering Unmasked Estep 
Score: -7880966.000000 Penalty: 5271.674316
	Iteration 105Q: 3 clusters Score -7880966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30667 members 
Mstep: Class 2 contains 10623 members 
Entering Unmasked Estep 
Score: -7880970.500000 Penalty: 5271.674316
	Iteration 106Q: 3 clusters Score -7880970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 10596 members 
Entering Unmasked Estep 
Score: -7880971.500000 Penalty: 5271.674316
	Iteration 107Q: 3 clusters Score -7880972 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 10572 members 
Entering Unmasked Estep 
Score: -7880955.500000 Penalty: 5271.674316
	Iteration 108Q: 3 clusters Score -7880956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30751 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -7880960.500000 Penalty: 5271.674316
	Iteration 109Q: 3 clusters Score -7880960 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -7880952.000000 Penalty: 5271.674316
	Iteration 110Q: 3 clusters Score -7880952 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30803 members 
Mstep: Class 2 contains 10487 members 
Entering Unmasked Estep 
Score: -7880968.000000 Penalty: 5271.674316
	Iteration 111Q: 3 clusters Score -7880968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30834 members 
Mstep: Class 2 contains 10456 members 
Entering Unmasked Estep 
Score: -7880963.000000 Penalty: 5271.674316
	Iteration 112Q: 3 clusters Score -7880963 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30864 members 
Mstep: Class 2 contains 10426 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -7880956 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30897 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7880954 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30926 members 
Mstep: Class 2 contains 10364 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7880956 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30948 members 
Mstep: Class 2 contains 10342 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -7880955 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 10325 members 
Entering Unmasked Estep 
Score: -7880958.500000 Penalty: 5271.674316
	Iteration 117Q: 3 clusters Score -7880958 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 10306 members 
Entering Unmasked Estep 
Score: -7880958.500000 Penalty: 5271.674316
	Iteration 118Q: 3 clusters Score -7880958 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31009 members 
Mstep: Class 2 contains 10281 members 
Entering Unmasked Estep 
Score: -7880946.500000 Penalty: 5271.674316
	Iteration 119Q: 3 clusters Score -7880946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31035 members 
Mstep: Class 2 contains 10255 members 
Entering Unmasked Estep 
Score: -7880953.000000 Penalty: 5271.674316
	Iteration 120F: 3 clusters Score -7880953 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31058 members 
Mstep: Class 2 contains 10232 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -7880960 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 10198 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -7880968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31128 members 
Mstep: Class 2 contains 10162 members 
Entering Unmasked Estep 
Score: -7880973.000000 Penalty: 5271.674316
	Iteration 123Q: 3 clusters Score -7880973 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31166 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -7880954 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31209 members 
Mstep: Class 2 contains 10081 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7880964 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7880956 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7880968 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 9977 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7880968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31339 members 
Mstep: Class 2 contains 9951 members 
Entering Unmasked Estep 
Score: -7880970.000000 Penalty: 5271.674316
	Iteration 129Q: 3 clusters Score -7880970 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31366 members 
Mstep: Class 2 contains 9924 members 
Entering Unmasked Estep 
Score: -7880979.000000 Penalty: 5271.674316
	Iteration 130Q: 3 clusters Score -7880979 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31398 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -7880976.000000 Penalty: 5271.674316
	Iteration 131Q: 3 clusters Score -7880976 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31424 members 
Mstep: Class 2 contains 9866 members 
Entering Unmasked Estep 
Score: -7880959.000000 Penalty: 5271.674316
	Iteration 132Q: 3 clusters Score -7880959 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 9839 members 
Entering Unmasked Estep 
Score: -7880952.000000 Penalty: 5271.674316
	Iteration 133Q: 3 clusters Score -7880952 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31477 members 
Mstep: Class 2 contains 9813 members 
Entering Unmasked Estep 
Score: -7880963.000000 Penalty: 5271.674316
	Iteration 134Q: 3 clusters Score -7880963 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31500 members 
Mstep: Class 2 contains 9790 members 
Entering Unmasked Estep 
Score: -7880973.000000 Penalty: 5271.674316
	Iteration 135Q: 3 clusters Score -7880973 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -7880966.000000 Penalty: 5271.674316
	Iteration 136Q: 3 clusters Score -7880966 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -7880966.500000 Penalty: 5271.674316
	Iteration 137Q: 3 clusters Score -7880966 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 9745 members 
Entering Unmasked Estep 
Score: -7880967.500000 Penalty: 5271.674316
	Iteration 138Q: 3 clusters Score -7880968 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31568 members 
Mstep: Class 2 contains 9722 members 
Entering Unmasked Estep 
Score: -7880957.000000 Penalty: 5271.674316
	Iteration 139Q: 3 clusters Score -7880957 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31592 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -7880956.000000 Penalty: 5271.674316
	Iteration 140F: 3 clusters Score -7880956 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -7880956.000000 Penalty: 5271.674316
	Iteration 141Q: 3 clusters Score -7880956 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 9670 members 
Entering Unmasked Estep 
Score: -7880956.000000 Penalty: 5271.674316
	Iteration 142Q: 3 clusters Score -7880956 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 9660 members 
Entering Unmasked Estep 
Score: -7880955.500000 Penalty: 5271.674316
	Iteration 143Q: 3 clusters Score -7880956 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 9654 members 
Entering Unmasked Estep 
Score: -7880962.000000 Penalty: 5271.674316
	Iteration 144Q: 3 clusters Score -7880962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31644 members 
Mstep: Class 2 contains 9646 members 
Entering Unmasked Estep 
Score: -7880957.000000 Penalty: 5271.674316
	Iteration 145Q: 3 clusters Score -7880957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31654 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -7880962.500000 Penalty: 5271.674316
	Iteration 146Q: 3 clusters Score -7880962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -7880957.500000 Penalty: 5271.674316
	Iteration 147Q: 3 clusters Score -7880958 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -7880968.500000 Penalty: 5271.674316
	Iteration 148Q: 3 clusters Score -7880968 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31720 members 
Mstep: Class 2 contains 9570 members 
Entering Unmasked Estep 
Score: -7880969.500000 Penalty: 5271.674316
	Iteration 149Q: 3 clusters Score -7880970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31746 members 
Mstep: Class 2 contains 9544 members 
Entering Unmasked Estep 
Score: -7880962.000000 Penalty: 5271.674316
	Iteration 150Q: 3 clusters Score -7880962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -7880952.500000 Penalty: 5271.674316
	Iteration 151Q: 3 clusters Score -7880952 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31798 members 
Mstep: Class 2 contains 9492 members 
Entering Unmasked Estep 
Score: -7880963.500000 Penalty: 5271.674316
	Iteration 152Q: 3 clusters Score -7880964 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31821 members 
Mstep: Class 2 contains 9469 members 
Entering Unmasked Estep 
Score: -7880967.500000 Penalty: 5271.674316
	Iteration 153Q: 3 clusters Score -7880968 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 9447 members 
Entering Unmasked Estep 
Score: -7880972.000000 Penalty: 5271.674316
	Iteration 154Q: 3 clusters Score -7880972 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31879 members 
Mstep: Class 2 contains 9411 members 
Entering Unmasked Estep 
Score: -7880951.500000 Penalty: 5271.674316
	Iteration 155Q: 3 clusters Score -7880952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31921 members 
Mstep: Class 2 contains 9369 members 
Entering Unmasked Estep 
Score: -7880955.500000 Penalty: 5271.674316
	Iteration 156Q: 3 clusters Score -7880956 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -7880962.000000 Penalty: 5271.674316
	Iteration 157Q: 3 clusters Score -7880962 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 9310 members 
Entering Unmasked Estep 
Score: -7880969.500000 Penalty: 5271.674316
	Iteration 158Q: 3 clusters Score -7880970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32008 members 
Mstep: Class 2 contains 9282 members 
Entering Unmasked Estep 
Score: -7880967.000000 Penalty: 5271.674316
	Iteration 159Q: 3 clusters Score -7880967 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 9251 members 
Entering Unmasked Estep 
Score: -7880971.000000 Penalty: 5271.674316
	Iteration 160F: 3 clusters Score -7880971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 9229 members 
Entering Unmasked Estep 
Score: -7880965.500000 Penalty: 5271.674316
	Iteration 161Q: 3 clusters Score -7880966 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32093 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -7880969.500000 Penalty: 5271.674316
	Iteration 162Q: 3 clusters Score -7880970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32121 members 
Mstep: Class 2 contains 9169 members 
Entering Unmasked Estep 
Score: -7880964.000000 Penalty: 5271.674316
	Iteration 163Q: 3 clusters Score -7880964 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32149 members 
Mstep: Class 2 contains 9141 members 
Entering Unmasked Estep 
Score: -7880972.500000 Penalty: 5271.674316
	Iteration 164Q: 3 clusters Score -7880972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32174 members 
Mstep: Class 2 contains 9116 members 
Entering Unmasked Estep 
Score: -7880976.000000 Penalty: 5271.674316
	Iteration 165Q: 3 clusters Score -7880976 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32189 members 
Mstep: Class 2 contains 9101 members 
Entering Unmasked Estep 
Score: -7880968.500000 Penalty: 5271.674316
	Iteration 166Q: 3 clusters Score -7880968 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32203 members 
Mstep: Class 2 contains 9087 members 
Entering Unmasked Estep 
Score: -7880965.000000 Penalty: 5271.674316
	Iteration 167Q: 3 clusters Score -7880965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32221 members 
Mstep: Class 2 contains 9069 members 
Entering Unmasked Estep 
Score: -7880954.500000 Penalty: 5271.674316
	Iteration 168Q: 3 clusters Score -7880954 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -7880945.000000 Penalty: 5271.674316
	Iteration 169Q: 3 clusters Score -7880945 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32254 members 
Mstep: Class 2 contains 9036 members 
Entering Unmasked Estep 
Score: -7880951.000000 Penalty: 5271.674316
	Iteration 170Q: 3 clusters Score -7880951 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32262 members 
Mstep: Class 2 contains 9028 members 
Entering Unmasked Estep 
Score: -7880943.500000 Penalty: 5271.674316
	Iteration 171Q: 3 clusters Score -7880944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32270 members 
Mstep: Class 2 contains 9020 members 
Entering Unmasked Estep 
Score: -7880951.500000 Penalty: 5271.674316
	Iteration 172Q: 3 clusters Score -7880952 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -7880947.500000 Penalty: 5271.674316
	Iteration 173Q: 3 clusters Score -7880948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32286 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -7880944.500000 Penalty: 5271.674316
	Iteration 174Q: 3 clusters Score -7880944 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 8996 members 
Entering Unmasked Estep 
Score: -7880955.000000 Penalty: 5271.674316
	Iteration 175Q: 3 clusters Score -7880955 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32298 members 
Mstep: Class 2 contains 8992 members 
Entering Unmasked Estep 
Score: -7880945.000000 Penalty: 5271.674316
	Iteration 176Q: 3 clusters Score -7880945 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -7880948 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32300 members 
Mstep: Class 2 contains 8990 members 
Entering Unmasked Estep 
Score: -7880947.500000 Penalty: 5271.674316
	Iteration 178F: 3 clusters Score -7880948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17612 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17612 members 
Entering Unmasked Estep 
Score: -3255018.750000 Penalty: 2424.531250
	Iteration 0F: 2 clusters Score -3255019 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8837 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -3242466 nChanged 7668
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8789 members 
Mstep: Class 2 contains 8823 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -3246516 nChanged 1034
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8719 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3246958 nChanged 882
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8589 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -3247356.750000 Penalty: 4849.062500
	Iteration 3F: 3 clusters Score -3247357 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8382 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3247797.000000 Penalty: 4849.062500
	Iteration 4Q: 3 clusters Score -3247797 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8094 members 
Mstep: Class 2 contains 9518 members 
Entering Unmasked Estep 
Score: -3248265.750000 Penalty: 4849.062500
	Iteration 5Q: 3 clusters Score -3248266 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 9929 members 
Entering Unmasked Estep 
Score: -3248742.000000 Penalty: 4849.062500
	Iteration 6F: 3 clusters Score -3248742 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 10383 members 
Entering Unmasked Estep 
Score: -3249261.250000 Penalty: 4849.062500
	Iteration 7F: 3 clusters Score -3249261 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6661 members 
Mstep: Class 2 contains 10951 members 
Entering Unmasked Estep 
Score: -3249798.750000 Penalty: 4849.062500
	Iteration 8F: 3 clusters Score -3249799 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6023 members 
Mstep: Class 2 contains 11589 members 
Entering Unmasked Estep 
Score: -3250329.500000 Penalty: 4849.062500
	Iteration 9F: 3 clusters Score -3250330 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -3250832.500000 Penalty: 4849.062500
	Iteration 10Q: 3 clusters Score -3250832 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -3251339.250000 Penalty: 4849.062500
	Iteration 11Q: 3 clusters Score -3251339 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Mstep: Class 2 contains 13641 members 
Entering Unmasked Estep 
Score: -3251775.000000 Penalty: 4849.062500
	Iteration 12Q: 3 clusters Score -3251775 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -3252170.500000 Penalty: 4849.062500
	Iteration 13Q: 3 clusters Score -3252170 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -3252503.500000 Penalty: 4849.062500
	Iteration 14Q: 3 clusters Score -3252504 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 15229 members 
Entering Unmasked Estep 
Score: -3252758.250000 Penalty: 4849.062500
	Iteration 15Q: 3 clusters Score -3252758 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -3252994.500000 Penalty: 4849.062500
	Iteration 16Q: 3 clusters Score -3252994 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 15946 members 
Entering Unmasked Estep 
Score: -3253179.000000 Penalty: 4849.062500
	Iteration 17Q: 3 clusters Score -3253179 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1408 members 
Mstep: Class 2 contains 16204 members 
Entering Unmasked Estep 
Score: -3253346.750000 Penalty: 4849.062500
	Iteration 18Q: 3 clusters Score -3253347 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 16397 members 
Entering Unmasked Estep 
Score: -3253469.750000 Penalty: 4849.062500
	Iteration 19Q: 3 clusters Score -3253470 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3253560.750000 Penalty: 4849.062500
	Iteration 20F: 3 clusters Score -3253561 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -3253603.500000 Penalty: 4849.062500
	Iteration 21Q: 3 clusters Score -3253604 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -3253629.500000 Penalty: 4849.062500
	Iteration 22Q: 3 clusters Score -3253630 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 16740 members 
Entering Unmasked Estep 
Score: -3253649.000000 Penalty: 4849.062500
	Iteration 23Q: 3 clusters Score -3253649 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 16767 members 
Entering Unmasked Estep 
Score: -3253663.750000 Penalty: 4849.062500
	Iteration 24Q: 3 clusters Score -3253664 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -3253673.250000 Penalty: 4849.062500
	Iteration 25Q: 3 clusters Score -3253673 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
Score: -3253678.750000 Penalty: 4849.062500
	Iteration 26Q: 3 clusters Score -3253679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -3253678.750000 Penalty: 4849.062500
	Iteration 27Q: 3 clusters Score -3253679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3253678.500000 Penalty: 4849.062500
	Iteration 28Q: 3 clusters Score -3253678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
Score: -3253678.000000 Penalty: 4849.062500
	Iteration 29Q: 3 clusters Score -3253678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 16814 members 
Entering Unmasked Estep 
Score: -3253678.750000 Penalty: 4849.062500
	Iteration 30Q: 3 clusters Score -3253679 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -3253683.500000 Penalty: 4849.062500
	Iteration 31Q: 3 clusters Score -3253684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 16818 members 
Entering Unmasked Estep 
Score: -3253688.000000 Penalty: 4849.062500
	Iteration 32Q: 3 clusters Score -3253688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3253681.000000 Penalty: 4849.062500
	Iteration 33Q: 3 clusters Score -3253681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3253681.000000 Penalty: 4849.062500
	Iteration 34Q: 3 clusters Score -3253681 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -3253681.000000 Penalty: 4849.062500
	Iteration 35F: 3 clusters Score -3253681 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (26898 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Entering Unmasked Estep 
Score: -5108299.000000 Penalty: 2529.552246
	Iteration 0F: 2 clusters Score -5108299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13488 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -5089828.000000 Penalty: 5059.104492
	Iteration 0F: 3 clusters Score -5089828 nChanged 12117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13597 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -5096369.500000 Penalty: 5059.104492
	Iteration 1F: 3 clusters Score -5096370 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 13185 members 
Entering Unmasked Estep 
Score: -5096687.000000 Penalty: 5059.104492
	Iteration 2Q: 3 clusters Score -5096687 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 12958 members 
Entering Unmasked Estep 
Score: -5097001.500000 Penalty: 5059.104492
	Iteration 3Q: 3 clusters Score -5097002 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14238 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -5097266.000000 Penalty: 5059.104492
	Iteration 4Q: 3 clusters Score -5097266 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 12278 members 
Entering Unmasked Estep 
Score: -5097539.500000 Penalty: 5059.104492
	Iteration 5Q: 3 clusters Score -5097540 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15111 members 
Mstep: Class 2 contains 11787 members 
Entering Unmasked Estep 
Score: -5097792.500000 Penalty: 5059.104492
	Iteration 6Q: 3 clusters Score -5097792 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15727 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -5098080.000000 Penalty: 5059.104492
	Iteration 7Q: 3 clusters Score -5098080 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16492 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -5098495.000000 Penalty: 5059.104492
	Iteration 8Q: 3 clusters Score -5098495 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -5099079.500000 Penalty: 5059.104492
	Iteration 9Q: 3 clusters Score -5099080 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18683 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -5099863.500000 Penalty: 5059.104492
	Iteration 10Q: 3 clusters Score -5099864 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 6896 members 
Entering Unmasked Estep 
Score: -5100794.500000 Penalty: 5059.104492
	Iteration 11F: 3 clusters Score -5100794 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -5101894.500000 Penalty: 5059.104492
	Iteration 12F: 3 clusters Score -5101894 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -5103024.500000 Penalty: 5059.104492
	Iteration 13Q: 3 clusters Score -5103024 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 3216 members 
Entering Unmasked Estep 
Score: -5103912.500000 Penalty: 5059.104492
	Iteration 14Q: 3 clusters Score -5103912 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24428 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5104623.500000 Penalty: 5059.104492
	Iteration 15Q: 3 clusters Score -5104624 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24895 members 
Mstep: Class 2 contains 2003 members 
Entering Unmasked Estep 
Score: -5105055.000000 Penalty: 5059.104492
	Iteration 16Q: 3 clusters Score -5105055 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -5105408.000000 Penalty: 5059.104492
	Iteration 17Q: 3 clusters Score -5105408 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -5105679.000000 Penalty: 5059.104492
	Iteration 18Q: 3 clusters Score -5105679 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25566 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5105857.000000 Penalty: 5059.104492
	Iteration 19Q: 3 clusters Score -5105857 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25651 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -5105996.000000 Penalty: 5059.104492
	Iteration 20F: 3 clusters Score -5105996 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5106072.000000 Penalty: 5059.104492
	Iteration 21Q: 3 clusters Score -5106072 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -5106107.500000 Penalty: 5059.104492
	Iteration 22Q: 3 clusters Score -5106108 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -5106142.000000 Penalty: 5059.104492
	Iteration 23Q: 3 clusters Score -5106142 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -5106161.000000 Penalty: 5059.104492
	Iteration 24Q: 3 clusters Score -5106161 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25814 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -5106175.000000 Penalty: 5059.104492
	Iteration 25Q: 3 clusters Score -5106175 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5106189.000000 Penalty: 5059.104492
	Iteration 26Q: 3 clusters Score -5106189 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5106200.500000 Penalty: 5059.104492
	Iteration 27Q: 3 clusters Score -5106200 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25849 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5106209.500000 Penalty: 5059.104492
	Iteration 28Q: 3 clusters Score -5106210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25855 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5106214.000000 Penalty: 5059.104492
	Iteration 29Q: 3 clusters Score -5106214 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25860 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -5106220.500000 Penalty: 5059.104492
	Iteration 30Q: 3 clusters Score -5106220 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5106218.500000 Penalty: 5059.104492
	Iteration 31Q: 3 clusters Score -5106218 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -5106218.500000 Penalty: 5059.104492
	Iteration 32F: 3 clusters Score -5106218 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -31620.642578 Penalty: 1329.600464
	Iteration 0F: 2 clusters Score -31620.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30482.458984 Penalty: 2659.200928
	Iteration 0F: 3 clusters Score -30482.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -30583.515625 Penalty: 2659.200928
	Iteration 1F: 3 clusters Score -30583.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -30618.607422 Penalty: 2659.200928
	Iteration 2Q: 3 clusters Score -30618.61 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -30618.607422 Penalty: 2659.200928
	Iteration 3F: 3 clusters Score -30618.61 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46248 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46248 members 
Entering Unmasked Estep 
Score: -8902142.000000 Penalty: 2663.959961
	Iteration 0F: 2 clusters Score -8902142 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 23177 members 
Entering Unmasked Estep 
Score: -8875547.000000 Penalty: 5327.919922
	Iteration 0F: 3 clusters Score -8875547 nChanged 21455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22906 members 
Mstep: Class 2 contains 23342 members 
Entering Unmasked Estep 
Score: -8887165.000000 Penalty: 5327.919922
	Iteration 1F: 3 clusters Score -8887165 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22836 members 
Mstep: Class 2 contains 23412 members 
Entering Unmasked Estep 
Score: -8887623.000000 Penalty: 5327.919922
	Iteration 2Q: 3 clusters Score -8887623 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22670 members 
Mstep: Class 2 contains 23578 members 
Entering Unmasked Estep 
Score: -8888039.000000 Penalty: 5327.919922
	Iteration 3Q: 3 clusters Score -8888039 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22386 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -8888500.000000 Penalty: 5327.919922
	Iteration 4Q: 3 clusters Score -8888500 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 24258 members 
Entering Unmasked Estep 
Score: -8888817.000000 Penalty: 5327.919922
	Iteration 5Q: 3 clusters Score -8888817 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21474 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -8889245.000000 Penalty: 5327.919922
	Iteration 6Q: 3 clusters Score -8889245 nChanged 1556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 25420 members 
Entering Unmasked Estep 
Score: -8889714.000000 Penalty: 5327.919922
	Iteration 7Q: 3 clusters Score -8889714 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19990 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -8890127.000000 Penalty: 5327.919922
	Iteration 8Q: 3 clusters Score -8890127 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18872 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -8890722.000000 Penalty: 5327.919922
	Iteration 9Q: 3 clusters Score -8890722 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17458 members 
Mstep: Class 2 contains 28790 members 
Entering Unmasked Estep 
Score: -8891621.000000 Penalty: 5327.919922
	Iteration 10Q: 3 clusters Score -8891621 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15805 members 
Mstep: Class 2 contains 30443 members 
Entering Unmasked Estep 
Score: -8892665.000000 Penalty: 5327.919922
	Iteration 11Q: 3 clusters Score -8892665 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 32179 members 
Entering Unmasked Estep 
Score: -8893722.000000 Penalty: 5327.919922
	Iteration 12Q: 3 clusters Score -8893722 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12407 members 
Mstep: Class 2 contains 33841 members 
Entering Unmasked Estep 
Score: -8894817.000000 Penalty: 5327.919922
	Iteration 13Q: 3 clusters Score -8894817 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 35248 members 
Entering Unmasked Estep 
Score: -8895647.000000 Penalty: 5327.919922
	Iteration 14Q: 3 clusters Score -8895647 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9843 members 
Mstep: Class 2 contains 36405 members 
Entering Unmasked Estep 
Score: -8896330.000000 Penalty: 5327.919922
	Iteration 15Q: 3 clusters Score -8896330 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 37299 members 
Entering Unmasked Estep 
Score: -8896809.000000 Penalty: 5327.919922
	Iteration 16Q: 3 clusters Score -8896809 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8324 members 
Mstep: Class 2 contains 37924 members 
Entering Unmasked Estep 
Score: -8897221.000000 Penalty: 5327.919922
	Iteration 17Q: 3 clusters Score -8897221 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 38364 members 
Entering Unmasked Estep 
Score: -8897452.000000 Penalty: 5327.919922
	Iteration 18Q: 3 clusters Score -8897452 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 38737 members 
Entering Unmasked Estep 
Score: -8897644.000000 Penalty: 5327.919922
	Iteration 19Q: 3 clusters Score -8897644 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7214 members 
Mstep: Class 2 contains 39034 members 
Entering Unmasked Estep 
Score: -8897881.000000 Penalty: 5327.919922
	Iteration 20F: 3 clusters Score -8897881 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6953 members 
Mstep: Class 2 contains 39295 members 
Entering Unmasked Estep 
Score: -8898029.000000 Penalty: 5327.919922
	Iteration 21Q: 3 clusters Score -8898029 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 39485 members 
Entering Unmasked Estep 
Score: -8898165.000000 Penalty: 5327.919922
	Iteration 22Q: 3 clusters Score -8898165 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6587 members 
Mstep: Class 2 contains 39661 members 
Entering Unmasked Estep 
Score: -8898219.000000 Penalty: 5327.919922
	Iteration 23Q: 3 clusters Score -8898219 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 39798 members 
Entering Unmasked Estep 
Score: -8898388.000000 Penalty: 5327.919922
	Iteration 24Q: 3 clusters Score -8898388 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6312 members 
Mstep: Class 2 contains 39936 members 
Entering Unmasked Estep 
Score: -8898498.000000 Penalty: 5327.919922
	Iteration 25Q: 3 clusters Score -8898498 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6178 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -8898550.000000 Penalty: 5327.919922
	Iteration 26Q: 3 clusters Score -8898550 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 40199 members 
Entering Unmasked Estep 
Score: -8898698.000000 Penalty: 5327.919922
	Iteration 27Q: 3 clusters Score -8898698 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5912 members 
Mstep: Class 2 contains 40336 members 
Entering Unmasked Estep 
Score: -8898829.000000 Penalty: 5327.919922
	Iteration 28Q: 3 clusters Score -8898829 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5768 members 
Mstep: Class 2 contains 40480 members 
Entering Unmasked Estep 
Score: -8898904.000000 Penalty: 5327.919922
	Iteration 29Q: 3 clusters Score -8898904 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 40647 members 
Entering Unmasked Estep 
Score: -8899036.000000 Penalty: 5327.919922
	Iteration 30Q: 3 clusters Score -8899036 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5467 members 
Mstep: Class 2 contains 40781 members 
Entering Unmasked Estep 
Score: -8899136.000000 Penalty: 5327.919922
	Iteration 31Q: 3 clusters Score -8899136 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 40912 members 
Entering Unmasked Estep 
Score: -8899224.000000 Penalty: 5327.919922
	Iteration 32Q: 3 clusters Score -8899224 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5217 members 
Mstep: Class 2 contains 41031 members 
Entering Unmasked Estep 
Score: -8899299.000000 Penalty: 5327.919922
	Iteration 33Q: 3 clusters Score -8899299 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 41148 members 
Entering Unmasked Estep 
Score: -8899346.000000 Penalty: 5327.919922
	Iteration 34Q: 3 clusters Score -8899346 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4975 members 
Mstep: Class 2 contains 41273 members 
Entering Unmasked Estep 
Score: -8899391.000000 Penalty: 5327.919922
	Iteration 35Q: 3 clusters Score -8899391 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4838 members 
Mstep: Class 2 contains 41410 members 
Entering Unmasked Estep 
Score: -8899431.000000 Penalty: 5327.919922
	Iteration 36Q: 3 clusters Score -8899431 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 41526 members 
Entering Unmasked Estep 
Score: -8899449.000000 Penalty: 5327.919922
	Iteration 37Q: 3 clusters Score -8899449 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
Score: -8899472.000000 Penalty: 5327.919922
	Iteration 38Q: 3 clusters Score -8899472 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4487 members 
Mstep: Class 2 contains 41761 members 
Entering Unmasked Estep 
Score: -8899489.000000 Penalty: 5327.919922
	Iteration 39Q: 3 clusters Score -8899489 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 41870 members 
Entering Unmasked Estep 
Score: -8899480.000000 Penalty: 5327.919922
	Iteration 40F: 3 clusters Score -8899480 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 41982 members 
Entering Unmasked Estep 
Score: -8899464.000000 Penalty: 5327.919922
	Iteration 41Q: 3 clusters Score -8899464 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -8899497.000000 Penalty: 5327.919922
	Iteration 42Q: 3 clusters Score -8899497 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 42184 members 
Entering Unmasked Estep 
Score: -8899519.000000 Penalty: 5327.919922
	Iteration 43Q: 3 clusters Score -8899519 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 42252 members 
Entering Unmasked Estep 
Score: -8899553.000000 Penalty: 5327.919922
	Iteration 44Q: 3 clusters Score -8899553 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 42325 members 
Entering Unmasked Estep 
Score: -8899583.000000 Penalty: 5327.919922
	Iteration 45Q: 3 clusters Score -8899583 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3845 members 
Mstep: Class 2 contains 42403 members 
Entering Unmasked Estep 
Score: -8899605.000000 Penalty: 5327.919922
	Iteration 46Q: 3 clusters Score -8899605 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 42490 members 
Entering Unmasked Estep 
Score: -8899638.000000 Penalty: 5327.919922
	Iteration 47Q: 3 clusters Score -8899638 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 42573 members 
Entering Unmasked Estep 
Score: -8899683.000000 Penalty: 5327.919922
	Iteration 48Q: 3 clusters Score -8899683 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 42670 members 
Entering Unmasked Estep 
Score: -8899780.000000 Penalty: 5327.919922
	Iteration 49Q: 3 clusters Score -8899780 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 42762 members 
Entering Unmasked Estep 
Score: -8899822.000000 Penalty: 5327.919922
	Iteration 50Q: 3 clusters Score -8899822 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8899837.000000 Penalty: 5327.919922
	Iteration 51Q: 3 clusters Score -8899837 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 42917 members 
Entering Unmasked Estep 
Score: -8899876.000000 Penalty: 5327.919922
	Iteration 52Q: 3 clusters Score -8899876 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 42979 members 
Entering Unmasked Estep 
Score: -8899916.000000 Penalty: 5327.919922
	Iteration 53Q: 3 clusters Score -8899916 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 43044 members 
Entering Unmasked Estep 
Score: -8899983.000000 Penalty: 5327.919922
	Iteration 54Q: 3 clusters Score -8899983 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3137 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -8900005.000000 Penalty: 5327.919922
	Iteration 55Q: 3 clusters Score -8900005 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -8900034.000000 Penalty: 5327.919922
	Iteration 56Q: 3 clusters Score -8900034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 43235 members 
Entering Unmasked Estep 
Score: -8900062.000000 Penalty: 5327.919922
	Iteration 57Q: 3 clusters Score -8900062 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2954 members 
Mstep: Class 2 contains 43294 members 
Entering Unmasked Estep 
Score: -8900089.000000 Penalty: 5327.919922
	Iteration 58Q: 3 clusters Score -8900089 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2898 members 
Mstep: Class 2 contains 43350 members 
Entering Unmasked Estep 
Score: -8900152.000000 Penalty: 5327.919922
	Iteration 59Q: 3 clusters Score -8900152 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 43407 members 
Entering Unmasked Estep 
Score: -8900165.000000 Penalty: 5327.919922
	Iteration 60F: 3 clusters Score -8900165 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -8900175.000000 Penalty: 5327.919922
	Iteration 61Q: 3 clusters Score -8900175 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 43515 members 
Entering Unmasked Estep 
Score: -8900217.000000 Penalty: 5327.919922
	Iteration 62Q: 3 clusters Score -8900217 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 43561 members 
Entering Unmasked Estep 
Score: -8900226.000000 Penalty: 5327.919922
	Iteration 63Q: 3 clusters Score -8900226 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 43597 members 
Entering Unmasked Estep 
Score: -8900240.000000 Penalty: 5327.919922
	Iteration 64Q: 3 clusters Score -8900240 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -8900266.000000 Penalty: 5327.919922
	Iteration 65Q: 3 clusters Score -8900266 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 43649 members 
Entering Unmasked Estep 
Score: -8900284.000000 Penalty: 5327.919922
	Iteration 66Q: 3 clusters Score -8900284 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 43675 members 
Entering Unmasked Estep 
Score: -8900293.000000 Penalty: 5327.919922
	Iteration 67Q: 3 clusters Score -8900293 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8900326.000000 Penalty: 5327.919922
	Iteration 68Q: 3 clusters Score -8900326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 43734 members 
Entering Unmasked Estep 
Score: -8900360.000000 Penalty: 5327.919922
	Iteration 69Q: 3 clusters Score -8900360 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -8900374.000000 Penalty: 5327.919922
	Iteration 70Q: 3 clusters Score -8900374 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -8900365.000000 Penalty: 5327.919922
	Iteration 71Q: 3 clusters Score -8900365 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2496 members 
Mstep: Class 2 contains 43752 members 
Entering Unmasked Estep 
Score: -8900378.000000 Penalty: 5327.919922
	Iteration 72Q: 3 clusters Score -8900378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 43762 members 
Entering Unmasked Estep 
Score: -8900393.000000 Penalty: 5327.919922
	Iteration 73Q: 3 clusters Score -8900393 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8900396.000000 Penalty: 5327.919922
	Iteration 74Q: 3 clusters Score -8900396 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -8900400.000000 Penalty: 5327.919922
	Iteration 75Q: 3 clusters Score -8900400 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2444 members 
Mstep: Class 2 contains 43804 members 
Entering Unmasked Estep 
Score: -8900420.000000 Penalty: 5327.919922
	Iteration 76Q: 3 clusters Score -8900420 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -8900435.000000 Penalty: 5327.919922
	Iteration 77Q: 3 clusters Score -8900435 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 43820 members 
Entering Unmasked Estep 
Score: -8900445.000000 Penalty: 5327.919922
	Iteration 78Q: 3 clusters Score -8900445 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 43826 members 
Entering Unmasked Estep 
Score: -8900456.000000 Penalty: 5327.919922
	Iteration 79Q: 3 clusters Score -8900456 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 43837 members 
Entering Unmasked Estep 
Score: -8900473.000000 Penalty: 5327.919922
	Iteration 80F: 3 clusters Score -8900473 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -8900471.000000 Penalty: 5327.919922
	Iteration 81Q: 3 clusters Score -8900471 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 43865 members 
Entering Unmasked Estep 
Score: -8900484.000000 Penalty: 5327.919922
	Iteration 82Q: 3 clusters Score -8900484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 43881 members 
Entering Unmasked Estep 
Score: -8900482.000000 Penalty: 5327.919922
	Iteration 83Q: 3 clusters Score -8900482 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 43892 members 
Entering Unmasked Estep 
Score: -8900491.000000 Penalty: 5327.919922
	Iteration 84Q: 3 clusters Score -8900491 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2340 members 
Mstep: Class 2 contains 43908 members 
Entering Unmasked Estep 
Score: -8900495.000000 Penalty: 5327.919922
	Iteration 85Q: 3 clusters Score -8900495 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 43926 members 
Entering Unmasked Estep 
Score: -8900515.000000 Penalty: 5327.919922
	Iteration 86Q: 3 clusters Score -8900515 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2314 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -8900516.000000 Penalty: 5327.919922
	Iteration 87Q: 3 clusters Score -8900516 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 43946 members 
Entering Unmasked Estep 
Score: -8900538.000000 Penalty: 5327.919922
	Iteration 88Q: 3 clusters Score -8900538 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2295 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -8900541.000000 Penalty: 5327.919922
	Iteration 89Q: 3 clusters Score -8900541 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -8900553.000000 Penalty: 5327.919922
	Iteration 90Q: 3 clusters Score -8900553 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 43983 members 
Entering Unmasked Estep 
Score: -8900558.000000 Penalty: 5327.919922
	Iteration 91Q: 3 clusters Score -8900558 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2251 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8900581.000000 Penalty: 5327.919922
	Iteration 92Q: 3 clusters Score -8900581 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 44006 members 
Entering Unmasked Estep 
Score: -8900581.000000 Penalty: 5327.919922
	Iteration 93Q: 3 clusters Score -8900581 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 44019 members 
Entering Unmasked Estep 
Score: -8900594.000000 Penalty: 5327.919922
	Iteration 94Q: 3 clusters Score -8900594 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 44031 members 
Entering Unmasked Estep 
Score: -8900587.000000 Penalty: 5327.919922
	Iteration 95Q: 3 clusters Score -8900587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 44042 members 
Entering Unmasked Estep 
Score: -8900600.000000 Penalty: 5327.919922
	Iteration 96Q: 3 clusters Score -8900600 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2196 members 
Mstep: Class 2 contains 44052 members 
Entering Unmasked Estep 
Score: -8900588.000000 Penalty: 5327.919922
	Iteration 97Q: 3 clusters Score -8900588 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -8900587.000000 Penalty: 5327.919922
	Iteration 98Q: 3 clusters Score -8900587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 44061 members 
Entering Unmasked Estep 
Score: -8900588.000000 Penalty: 5327.919922
	Iteration 99Q: 3 clusters Score -8900588 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 44065 members 
Entering Unmasked Estep 
Score: -8900587.000000 Penalty: 5327.919922
	Iteration 100F: 3 clusters Score -8900587 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -8900601.000000 Penalty: 5327.919922
	Iteration 101Q: 3 clusters Score -8900601 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -8900605.000000 Penalty: 5327.919922
	Iteration 102Q: 3 clusters Score -8900605 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2173 members 
Mstep: Class 2 contains 44075 members 
Entering Unmasked Estep 
Score: -8900603.000000 Penalty: 5327.919922
	Iteration 103Q: 3 clusters Score -8900603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 44076 members 
Entering Unmasked Estep 
Score: -8900599.000000 Penalty: 5327.919922
	Iteration 104Q: 3 clusters Score -8900599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 44077 members 
Entering Unmasked Estep 
Score: -8900599.000000 Penalty: 5327.919922
	Iteration 105Q: 3 clusters Score -8900599 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -8900598.000000 Penalty: 5327.919922
	Iteration 106Q: 3 clusters Score -8900598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8900596.000000 Penalty: 5327.919922
	Iteration 107Q: 3 clusters Score -8900596 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 44080 members 
Entering Unmasked Estep 
Score: -8900596.000000 Penalty: 5327.919922
	Iteration 108F: 3 clusters Score -8900596 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21580 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21580 members 
Entering Unmasked Estep 
Score: -3986077.250000 Penalty: 2474.921631
	Iteration 0F: 2 clusters Score -3986077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3970980.750000 Penalty: 4949.843262
	Iteration 0F: 3 clusters Score -3970981 nChanged 9589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -3976573.000000 Penalty: 4949.843262
	Iteration 1F: 3 clusters Score -3976573 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 10673 members 
Entering Unmasked Estep 
Score: -3977271.250000 Penalty: 4949.843262
	Iteration 2F: 3 clusters Score -3977271 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11121 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -3977913.500000 Penalty: 4949.843262
	Iteration 3F: 3 clusters Score -3977914 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11483 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -3978486.000000 Penalty: 4949.843262
	Iteration 4F: 3 clusters Score -3978486 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11922 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -3978998.250000 Penalty: 4949.843262
	Iteration 5F: 3 clusters Score -3978998 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3979427.750000 Penalty: 4949.843262
	Iteration 6Q: 3 clusters Score -3979428 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12963 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -3979786.250000 Penalty: 4949.843262
	Iteration 7Q: 3 clusters Score -3979786 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 7978 members 
Entering Unmasked Estep 
Score: -3980177.250000 Penalty: 4949.843262
	Iteration 8Q: 3 clusters Score -3980177 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 7288 members 
Entering Unmasked Estep 
Score: -3980546.750000 Penalty: 4949.843262
	Iteration 9Q: 3 clusters Score -3980547 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 6560 members 
Entering Unmasked Estep 
Score: -3980969.750000 Penalty: 4949.843262
	Iteration 10Q: 3 clusters Score -3980970 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15766 members 
Mstep: Class 2 contains 5814 members 
Entering Unmasked Estep 
Score: -3981376.500000 Penalty: 4949.843262
	Iteration 11Q: 3 clusters Score -3981376 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16494 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3981826.250000 Penalty: 4949.843262
	Iteration 12Q: 3 clusters Score -3981826 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17171 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -3982247.500000 Penalty: 4949.843262
	Iteration 13Q: 3 clusters Score -3982248 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17770 members 
Mstep: Class 2 contains 3810 members 
Entering Unmasked Estep 
Score: -3982656.750000 Penalty: 4949.843262
	Iteration 14Q: 3 clusters Score -3982657 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3983047.250000 Penalty: 4949.843262
	Iteration 15Q: 3 clusters Score -3983047 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -3983432.750000 Penalty: 4949.843262
	Iteration 16Q: 3 clusters Score -3983433 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19114 members 
Mstep: Class 2 contains 2466 members 
Entering Unmasked Estep 
Score: -3983939.250000 Penalty: 4949.843262
	Iteration 17Q: 3 clusters Score -3983939 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3984210.750000 Penalty: 4949.843262
	Iteration 18Q: 3 clusters Score -3984211 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 2005 members 
Entering Unmasked Estep 
Score: -3984319.500000 Penalty: 4949.843262
	Iteration 19Q: 3 clusters Score -3984320 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -3984403.250000 Penalty: 4949.843262
	Iteration 20F: 3 clusters Score -3984403 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -3984483.750000 Penalty: 4949.843262
	Iteration 21Q: 3 clusters Score -3984484 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 1647 members 
Entering Unmasked Estep 
Score: -3984518.750000 Penalty: 4949.843262
	Iteration 22Q: 3 clusters Score -3984519 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -3984546.750000 Penalty: 4949.843262
	Iteration 23Q: 3 clusters Score -3984547 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20050 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -3984568.250000 Penalty: 4949.843262
	Iteration 24Q: 3 clusters Score -3984568 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20081 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3984587.500000 Penalty: 4949.843262
	Iteration 25Q: 3 clusters Score -3984588 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3984589.250000 Penalty: 4949.843262
	Iteration 26Q: 3 clusters Score -3984589 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -3984595.500000 Penalty: 4949.843262
	Iteration 27Q: 3 clusters Score -3984596 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20145 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -3984604.500000 Penalty: 4949.843262
	Iteration 28Q: 3 clusters Score -3984604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -3984605.000000 Penalty: 4949.843262
	Iteration 29Q: 3 clusters Score -3984605 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -3984605.000000 Penalty: 4949.843262
	Iteration 30Q: 3 clusters Score -3984605 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3984603.250000 Penalty: 4949.843262
	Iteration 31Q: 3 clusters Score -3984603 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20171 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -3984603.500000 Penalty: 4949.843262
	Iteration 32Q: 3 clusters Score -3984604 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -3984617.250000 Penalty: 4949.843262
	Iteration 33Q: 3 clusters Score -3984617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20188 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -3984615.000000 Penalty: 4949.843262
	Iteration 34Q: 3 clusters Score -3984615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -3984610.500000 Penalty: 4949.843262
	Iteration 35Q: 3 clusters Score -3984610 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20203 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -3984614.000000 Penalty: 4949.843262
	Iteration 36Q: 3 clusters Score -3984614 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3984613.500000 Penalty: 4949.843262
	Iteration 37Q: 3 clusters Score -3984614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -3984613.500000 Penalty: 4949.843262
	Iteration 38F: 3 clusters Score -3984614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26559 members 
Entering Unmasked Estep 
Score: -5250183.000000 Penalty: 2526.406738
	Iteration 0F: 2 clusters Score -5250183 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13369 members 
Mstep: Class 2 contains 13190 members 
Entering Unmasked Estep 
Score: -5232247.000000 Penalty: 5052.813477
	Iteration 0F: 3 clusters Score -5232247 nChanged 11814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13713 members 
Mstep: Class 2 contains 12846 members 
Entering Unmasked Estep 
Score: -5238685.500000 Penalty: 5052.813477
	Iteration 1F: 3 clusters Score -5238686 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -5239110.000000 Penalty: 5052.813477
	Iteration 2Q: 3 clusters Score -5239110 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -5239505.500000 Penalty: 5052.813477
	Iteration 3Q: 3 clusters Score -5239506 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14670 members 
Mstep: Class 2 contains 11889 members 
Entering Unmasked Estep 
Score: -5239917.000000 Penalty: 5052.813477
	Iteration 4Q: 3 clusters Score -5239917 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -5240377.000000 Penalty: 5052.813477
	Iteration 5Q: 3 clusters Score -5240377 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15847 members 
Mstep: Class 2 contains 10712 members 
Entering Unmasked Estep 
Score: -5240912.000000 Penalty: 5052.813477
	Iteration 6Q: 3 clusters Score -5240912 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -5241588.000000 Penalty: 5052.813477
	Iteration 7Q: 3 clusters Score -5241588 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -5242428.000000 Penalty: 5052.813477
	Iteration 8F: 3 clusters Score -5242428 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -5243491.500000 Penalty: 5052.813477
	Iteration 9F: 3 clusters Score -5243492 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 6792 members 
Entering Unmasked Estep 
Score: -5244593.500000 Penalty: 5052.813477
	Iteration 10F: 3 clusters Score -5244594 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20431 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -5245624.500000 Penalty: 5052.813477
	Iteration 11Q: 3 clusters Score -5245624 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20802 members 
Mstep: Class 2 contains 5757 members 
Entering Unmasked Estep 
Score: -5246291.000000 Penalty: 5052.813477
	Iteration 12Q: 3 clusters Score -5246291 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 5513 members 
Entering Unmasked Estep 
Score: -5246706.000000 Penalty: 5052.813477
	Iteration 13Q: 3 clusters Score -5246706 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 5343 members 
Entering Unmasked Estep 
Score: -5246912.500000 Penalty: 5052.813477
	Iteration 14Q: 3 clusters Score -5246912 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -5247053.000000 Penalty: 5052.813477
	Iteration 15Q: 3 clusters Score -5247053 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21527 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -5247144.000000 Penalty: 5052.813477
	Iteration 16Q: 3 clusters Score -5247144 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -5247200.000000 Penalty: 5052.813477
	Iteration 17Q: 3 clusters Score -5247200 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21743 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -5247243.500000 Penalty: 5052.813477
	Iteration 18Q: 3 clusters Score -5247244 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21822 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -5247255.000000 Penalty: 5052.813477
	Iteration 19Q: 3 clusters Score -5247255 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21882 members 
Mstep: Class 2 contains 4677 members 
Entering Unmasked Estep 
Score: -5247281.000000 Penalty: 5052.813477
	Iteration 20F: 3 clusters Score -5247281 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -5247300.000000 Penalty: 5052.813477
	Iteration 21Q: 3 clusters Score -5247300 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21962 members 
Mstep: Class 2 contains 4597 members 
Entering Unmasked Estep 
Score: -5247307.000000 Penalty: 5052.813477
	Iteration 22Q: 3 clusters Score -5247307 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21997 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -5247317.000000 Penalty: 5052.813477
	Iteration 23Q: 3 clusters Score -5247317 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22024 members 
Mstep: Class 2 contains 4535 members 
Entering Unmasked Estep 
Score: -5247323.000000 Penalty: 5052.813477
	Iteration 24Q: 3 clusters Score -5247323 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -5247328.000000 Penalty: 5052.813477
	Iteration 25Q: 3 clusters Score -5247328 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 4482 members 
Entering Unmasked Estep 
Score: -5247345.000000 Penalty: 5052.813477
	Iteration 26Q: 3 clusters Score -5247345 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 4450 members 
Entering Unmasked Estep 
Score: -5247345.000000 Penalty: 5052.813477
	Iteration 27Q: 3 clusters Score -5247345 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22139 members 
Mstep: Class 2 contains 4420 members 
Entering Unmasked Estep 
Score: -5247356.500000 Penalty: 5052.813477
	Iteration 28Q: 3 clusters Score -5247356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22168 members 
Mstep: Class 2 contains 4391 members 
Entering Unmasked Estep 
Score: -5247364.500000 Penalty: 5052.813477
	Iteration 29Q: 3 clusters Score -5247364 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 4361 members 
Entering Unmasked Estep 
Score: -5247377.500000 Penalty: 5052.813477
	Iteration 30Q: 3 clusters Score -5247378 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22229 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -5247376.000000 Penalty: 5052.813477
	Iteration 31Q: 3 clusters Score -5247376 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22255 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -5247387.000000 Penalty: 5052.813477
	Iteration 32Q: 3 clusters Score -5247387 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22276 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -5247395.500000 Penalty: 5052.813477
	Iteration 33Q: 3 clusters Score -5247396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22300 members 
Mstep: Class 2 contains 4259 members 
Entering Unmasked Estep 
Score: -5247391.000000 Penalty: 5052.813477
	Iteration 34Q: 3 clusters Score -5247391 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22327 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -5247406.500000 Penalty: 5052.813477
	Iteration 35Q: 3 clusters Score -5247406 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -5247424.500000 Penalty: 5052.813477
	Iteration 36Q: 3 clusters Score -5247424 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -5247416.500000 Penalty: 5052.813477
	Iteration 37Q: 3 clusters Score -5247416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22422 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -5247430.500000 Penalty: 5052.813477
	Iteration 38Q: 3 clusters Score -5247430 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 4116 members 
Entering Unmasked Estep 
Score: -5247435.500000 Penalty: 5052.813477
	Iteration 39Q: 3 clusters Score -5247436 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22465 members 
Mstep: Class 2 contains 4094 members 
Entering Unmasked Estep 
Score: -5247444.000000 Penalty: 5052.813477
	Iteration 40F: 3 clusters Score -5247444 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 4073 members 
Entering Unmasked Estep 
Score: -5247447.500000 Penalty: 5052.813477
	Iteration 41Q: 3 clusters Score -5247448 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22500 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -5247452.000000 Penalty: 5052.813477
	Iteration 42Q: 3 clusters Score -5247452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -5247446.000000 Penalty: 5052.813477
	Iteration 43Q: 3 clusters Score -5247446 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22536 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -5247445.000000 Penalty: 5052.813477
	Iteration 44Q: 3 clusters Score -5247445 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -5247463.500000 Penalty: 5052.813477
	Iteration 45Q: 3 clusters Score -5247464 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -5247477.000000 Penalty: 5052.813477
	Iteration 46Q: 3 clusters Score -5247477 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 3958 members 
Entering Unmasked Estep 
Score: -5247486.000000 Penalty: 5052.813477
	Iteration 47Q: 3 clusters Score -5247486 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 3925 members 
Entering Unmasked Estep 
Score: -5247495.000000 Penalty: 5052.813477
	Iteration 48Q: 3 clusters Score -5247495 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22663 members 
Mstep: Class 2 contains 3896 members 
Entering Unmasked Estep 
Score: -5247499.500000 Penalty: 5052.813477
	Iteration 49Q: 3 clusters Score -5247500 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 3875 members 
Entering Unmasked Estep 
Score: -5247496.000000 Penalty: 5052.813477
	Iteration 50Q: 3 clusters Score -5247496 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22701 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -5247496.500000 Penalty: 5052.813477
	Iteration 51Q: 3 clusters Score -5247496 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5247505.500000 Penalty: 5052.813477
	Iteration 52Q: 3 clusters Score -5247506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22726 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -5247503.500000 Penalty: 5052.813477
	Iteration 53Q: 3 clusters Score -5247504 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22729 members 
Mstep: Class 2 contains 3830 members 
Entering Unmasked Estep 
Score: -5247504.000000 Penalty: 5052.813477
	Iteration 54Q: 3 clusters Score -5247504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 3828 members 
Entering Unmasked Estep 
Score: -5247510.500000 Penalty: 5052.813477
	Iteration 55Q: 3 clusters Score -5247510 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22734 members 
Mstep: Class 2 contains 3825 members 
Entering Unmasked Estep 
Score: -5247509.500000 Penalty: 5052.813477
	Iteration 56Q: 3 clusters Score -5247510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22736 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -5247506.000000 Penalty: 5052.813477
	Iteration 57Q: 3 clusters Score -5247506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22738 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -5247508.000000 Penalty: 5052.813477
	Iteration 58Q: 3 clusters Score -5247508 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5247508.000000 Penalty: 5052.813477
	Iteration 59Q: 3 clusters Score -5247508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22739 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -5247508.000000 Penalty: 5052.813477
	Iteration 60F: 3 clusters Score -5247508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59741 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59741 members 
Entering Unmasked Estep 
Score: -11263856.000000 Penalty: 2727.447998
	Iteration 0F: 2 clusters Score -1.126386e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29859 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -11227817.000000 Penalty: 5454.895996
	Iteration 0F: 3 clusters Score -1.122782e+07 nChanged 27777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30020 members 
Mstep: Class 2 contains 29721 members 
Entering Unmasked Estep 
Score: -11243203.000000 Penalty: 5454.895996
	Iteration 1F: 3 clusters Score -1.12432e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30189 members 
Mstep: Class 2 contains 29552 members 
Entering Unmasked Estep 
Score: -11243667.000000 Penalty: 5454.895996
	Iteration 2Q: 3 clusters Score -1.124367e+07 nChanged 2042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 29300 members 
Entering Unmasked Estep 
Score: -11244143.000000 Penalty: 5454.895996
	Iteration 3Q: 3 clusters Score -1.124414e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -11244549.000000 Penalty: 5454.895996
	Iteration 4Q: 3 clusters Score -1.124455e+07 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31202 members 
Mstep: Class 2 contains 28539 members 
Entering Unmasked Estep 
Score: -11245014.000000 Penalty: 5454.895996
	Iteration 5Q: 3 clusters Score -1.124501e+07 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 28013 members 
Entering Unmasked Estep 
Score: -11245457.000000 Penalty: 5454.895996
	Iteration 6Q: 3 clusters Score -1.124546e+07 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 27400 members 
Entering Unmasked Estep 
Score: -11245894.000000 Penalty: 5454.895996
	Iteration 7Q: 3 clusters Score -1.124589e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33168 members 
Mstep: Class 2 contains 26573 members 
Entering Unmasked Estep 
Score: -11246354.000000 Penalty: 5454.895996
	Iteration 8Q: 3 clusters Score -1.124635e+07 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 25528 members 
Entering Unmasked Estep 
Score: -11246845.000000 Penalty: 5454.895996
	Iteration 9Q: 3 clusters Score -1.124684e+07 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35606 members 
Mstep: Class 2 contains 24135 members 
Entering Unmasked Estep 
Score: -11247549.000000 Penalty: 5454.895996
	Iteration 10Q: 3 clusters Score -1.124755e+07 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37336 members 
Mstep: Class 2 contains 22405 members 
Entering Unmasked Estep 
Score: -11248530.000000 Penalty: 5454.895996
	Iteration 11Q: 3 clusters Score -1.124853e+07 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39441 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -11249644.000000 Penalty: 5454.895996
	Iteration 12Q: 3 clusters Score -1.124964e+07 nChanged 2750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41927 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -11251258.000000 Penalty: 5454.895996
	Iteration 13Q: 3 clusters Score -1.125126e+07 nChanged 3021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 15037 members 
Entering Unmasked Estep 
Score: -11253135.000000 Penalty: 5454.895996
	Iteration 14F: 3 clusters Score -1.125314e+07 nChanged 3049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47575 members 
Mstep: Class 2 contains 12166 members 
Entering Unmasked Estep 
Score: -11255161.000000 Penalty: 5454.895996
	Iteration 15F: 3 clusters Score -1.125516e+07 nChanged 2769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50184 members 
Mstep: Class 2 contains 9557 members 
Entering Unmasked Estep 
Score: -11256952.000000 Penalty: 5454.895996
	Iteration 16Q: 3 clusters Score -1.125695e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52287 members 
Mstep: Class 2 contains 7454 members 
Entering Unmasked Estep 
Score: -11258232.000000 Penalty: 5454.895996
	Iteration 17Q: 3 clusters Score -1.125823e+07 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53950 members 
Mstep: Class 2 contains 5791 members 
Entering Unmasked Estep 
Score: -11259066.000000 Penalty: 5454.895996
	Iteration 18Q: 3 clusters Score -1.125907e+07 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55237 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -11259677.000000 Penalty: 5454.895996
	Iteration 19Q: 3 clusters Score -1.125968e+07 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56213 members 
Mstep: Class 2 contains 3528 members 
Entering Unmasked Estep 
Score: -11260094.000000 Penalty: 5454.895996
	Iteration 20F: 3 clusters Score -1.126009e+07 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56975 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -11260483.000000 Penalty: 5454.895996
	Iteration 21Q: 3 clusters Score -1.126048e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57487 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -11260728.000000 Penalty: 5454.895996
	Iteration 22Q: 3 clusters Score -1.126073e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57859 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -11260834.000000 Penalty: 5454.895996
	Iteration 23Q: 3 clusters Score -1.126083e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58154 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11260957.000000 Penalty: 5454.895996
	Iteration 24Q: 3 clusters Score -1.126096e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58373 members 
Mstep: Class 2 contains 1368 members 
Entering Unmasked Estep 
Score: -11261072.000000 Penalty: 5454.895996
	Iteration 25Q: 3 clusters Score -1.126107e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58539 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -11261178.000000 Penalty: 5454.895996
	Iteration 26Q: 3 clusters Score -1.126118e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58696 members 
Mstep: Class 2 contains 1045 members 
Entering Unmasked Estep 
Score: -11261264.000000 Penalty: 5454.895996
	Iteration 27Q: 3 clusters Score -1.126126e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58792 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -11261309.000000 Penalty: 5454.895996
	Iteration 28Q: 3 clusters Score -1.126131e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58859 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -11261344.000000 Penalty: 5454.895996
	Iteration 29Q: 3 clusters Score -1.126134e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58918 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -11261379.000000 Penalty: 5454.895996
	Iteration 30Q: 3 clusters Score -1.126138e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58961 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -11261423.000000 Penalty: 5454.895996
	Iteration 31Q: 3 clusters Score -1.126142e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58993 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -11261432.000000 Penalty: 5454.895996
	Iteration 32Q: 3 clusters Score -1.126143e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59011 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -11261441.000000 Penalty: 5454.895996
	Iteration 33Q: 3 clusters Score -1.126144e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59027 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -11261454.000000 Penalty: 5454.895996
	Iteration 34Q: 3 clusters Score -1.126145e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59038 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -11261452.000000 Penalty: 5454.895996
	Iteration 35Q: 3 clusters Score -1.126145e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59047 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -11261453.000000 Penalty: 5454.895996
	Iteration 36Q: 3 clusters Score -1.126145e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59055 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -11261458.000000 Penalty: 5454.895996
	Iteration 37Q: 3 clusters Score -1.126146e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59062 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -11261452.000000 Penalty: 5454.895996
	Iteration 38Q: 3 clusters Score -1.126145e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59065 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -11261452.000000 Penalty: 5454.895996
	Iteration 39Q: 3 clusters Score -1.126145e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59066 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11261458.000000 Penalty: 5454.895996
	Iteration 40F: 3 clusters Score -1.126146e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54087 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54087 members 
Entering Unmasked Estep 
Score: -9966296.000000 Penalty: 2702.790527
	Iteration 0F: 2 clusters Score -9966296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27135 members 
Mstep: Class 2 contains 26952 members 
Entering Unmasked Estep 
Score: -9931971.000000 Penalty: 5405.581055
	Iteration 0F: 3 clusters Score -9931971 nChanged 25236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27415 members 
Mstep: Class 2 contains 26672 members 
Entering Unmasked Estep 
Score: -9946522.000000 Penalty: 5405.581055
	Iteration 1F: 3 clusters Score -9946522 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 26508 members 
Entering Unmasked Estep 
Score: -9946953.000000 Penalty: 5405.581055
	Iteration 2Q: 3 clusters Score -9946953 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 26276 members 
Entering Unmasked Estep 
Score: -9947542.000000 Penalty: 5405.581055
	Iteration 3Q: 3 clusters Score -9947542 nChanged 1907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 25939 members 
Entering Unmasked Estep 
Score: -9948135.000000 Penalty: 5405.581055
	Iteration 4Q: 3 clusters Score -9948135 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28590 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -9948741.000000 Penalty: 5405.581055
	Iteration 5Q: 3 clusters Score -9948741 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29213 members 
Mstep: Class 2 contains 24874 members 
Entering Unmasked Estep 
Score: -9949552.000000 Penalty: 5405.581055
	Iteration 6Q: 3 clusters Score -9949552 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30243 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -9950629.000000 Penalty: 5405.581055
	Iteration 7Q: 3 clusters Score -9950629 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31650 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -9951819.000000 Penalty: 5405.581055
	Iteration 8Q: 3 clusters Score -9951819 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33433 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -9953155.000000 Penalty: 5405.581055
	Iteration 9Q: 3 clusters Score -9953155 nChanged 2691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 18405 members 
Entering Unmasked Estep 
Score: -9954769.000000 Penalty: 5405.581055
	Iteration 10Q: 3 clusters Score -9954769 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38271 members 
Mstep: Class 2 contains 15816 members 
Entering Unmasked Estep 
Score: -9956543.000000 Penalty: 5405.581055
	Iteration 11F: 3 clusters Score -9956543 nChanged 2815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40938 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -9958423.000000 Penalty: 5405.581055
	Iteration 12F: 3 clusters Score -9958423 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43539 members 
Mstep: Class 2 contains 10548 members 
Entering Unmasked Estep 
Score: -9960059.000000 Penalty: 5405.581055
	Iteration 13Q: 3 clusters Score -9960059 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45883 members 
Mstep: Class 2 contains 8204 members 
Entering Unmasked Estep 
Score: -9961432.000000 Penalty: 5405.581055
	Iteration 14Q: 3 clusters Score -9961432 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 6210 members 
Entering Unmasked Estep 
Score: -9962429.000000 Penalty: 5405.581055
	Iteration 15Q: 3 clusters Score -9962429 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49456 members 
Mstep: Class 2 contains 4631 members 
Entering Unmasked Estep 
Score: -9963153.000000 Penalty: 5405.581055
	Iteration 16Q: 3 clusters Score -9963153 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -9963614.000000 Penalty: 5405.581055
	Iteration 17Q: 3 clusters Score -9963614 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51526 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -9963885.000000 Penalty: 5405.581055
	Iteration 18Q: 3 clusters Score -9963885 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52081 members 
Mstep: Class 2 contains 2006 members 
Entering Unmasked Estep 
Score: -9964043.000000 Penalty: 5405.581055
	Iteration 19Q: 3 clusters Score -9964043 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52478 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -9964136.000000 Penalty: 5405.581055
	Iteration 20F: 3 clusters Score -9964136 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52730 members 
Mstep: Class 2 contains 1357 members 
Entering Unmasked Estep 
Score: -9964172.000000 Penalty: 5405.581055
	Iteration 21Q: 3 clusters Score -9964172 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -9964218.000000 Penalty: 5405.581055
	Iteration 22Q: 3 clusters Score -9964218 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53040 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -9964248.000000 Penalty: 5405.581055
	Iteration 23Q: 3 clusters Score -9964248 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53123 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -9964275.000000 Penalty: 5405.581055
	Iteration 24Q: 3 clusters Score -9964275 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53181 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -9964275.000000 Penalty: 5405.581055
	Iteration 25Q: 3 clusters Score -9964275 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -9964285.000000 Penalty: 5405.581055
	Iteration 26Q: 3 clusters Score -9964285 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53247 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -9964288.000000 Penalty: 5405.581055
	Iteration 27Q: 3 clusters Score -9964288 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53282 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -9964296.000000 Penalty: 5405.581055
	Iteration 28Q: 3 clusters Score -9964296 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53314 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -9964293.000000 Penalty: 5405.581055
	Iteration 29Q: 3 clusters Score -9964293 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53336 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -9964297.000000 Penalty: 5405.581055
	Iteration 30Q: 3 clusters Score -9964297 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -9964303.000000 Penalty: 5405.581055
	Iteration 31Q: 3 clusters Score -9964303 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53376 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -9964310.000000 Penalty: 5405.581055
	Iteration 32Q: 3 clusters Score -9964310 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53390 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -9964309.000000 Penalty: 5405.581055
	Iteration 33Q: 3 clusters Score -9964309 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53396 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -9964307.000000 Penalty: 5405.581055
	Iteration 34Q: 3 clusters Score -9964307 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53404 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -9964302.000000 Penalty: 5405.581055
	Iteration 35Q: 3 clusters Score -9964302 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53406 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -9964299.000000 Penalty: 5405.581055
	Iteration 36Q: 3 clusters Score -9964299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53410 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -9964305.000000 Penalty: 5405.581055
	Iteration 37Q: 3 clusters Score -9964305 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53417 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -9964303.000000 Penalty: 5405.581055
	Iteration 38Q: 3 clusters Score -9964303 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9964305.000000 Penalty: 5405.581055
	Iteration 39Q: 3 clusters Score -9964305 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53423 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -9964309.000000 Penalty: 5405.581055
	Iteration 40F: 3 clusters Score -9964309 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53422 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -9964323.000000 Penalty: 5405.581055
	Iteration 41Q: 3 clusters Score -9964323 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53426 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -9964312.000000 Penalty: 5405.581055
	Iteration 42Q: 3 clusters Score -9964312 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53428 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -9964317.000000 Penalty: 5405.581055
	Iteration 43Q: 3 clusters Score -9964317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53430 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -9964316.000000 Penalty: 5405.581055
	Iteration 44Q: 3 clusters Score -9964316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53436 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -9964314.000000 Penalty: 5405.581055
	Iteration 45Q: 3 clusters Score -9964314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53447 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -9964316.000000 Penalty: 5405.581055
	Iteration 46Q: 3 clusters Score -9964316 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -9964317.000000 Penalty: 5405.581055
	Iteration 47Q: 3 clusters Score -9964317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53451 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -9964314.000000 Penalty: 5405.581055
	Iteration 48Q: 3 clusters Score -9964314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53452 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -9964320.000000 Penalty: 5405.581055
	Iteration 49Q: 3 clusters Score -9964320 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53457 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -9964318.000000 Penalty: 5405.581055
	Iteration 50Q: 3 clusters Score -9964318 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9964324.000000 Penalty: 5405.581055
	Iteration 51Q: 3 clusters Score -9964324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53458 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -9964325.000000 Penalty: 5405.581055
	Iteration 52Q: 3 clusters Score -9964325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53459 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -9964328.000000 Penalty: 5405.581055
	Iteration 53Q: 3 clusters Score -9964328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -9964325.000000 Penalty: 5405.581055
	Iteration 54Q: 3 clusters Score -9964325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53462 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9964320.000000 Penalty: 5405.581055
	Iteration 55Q: 3 clusters Score -9964320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53467 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -9964331.000000 Penalty: 5405.581055
	Iteration 56Q: 3 clusters Score -9964331 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53472 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -9964330.000000 Penalty: 5405.581055
	Iteration 57Q: 3 clusters Score -9964330 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9964334.000000 Penalty: 5405.581055
	Iteration 58Q: 3 clusters Score -9964334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53473 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -9964339.000000 Penalty: 5405.581055
	Iteration 59Q: 3 clusters Score -9964339 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9964343.000000 Penalty: 5405.581055
	Iteration 60F: 3 clusters Score -9964343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53474 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9964342.000000 Penalty: 5405.581055
	Iteration 61Q: 3 clusters Score -9964342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53475 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -9964336.000000 Penalty: 5405.581055
	Iteration 62Q: 3 clusters Score -9964336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53476 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -9964338.000000 Penalty: 5405.581055
	Iteration 63Q: 3 clusters Score -9964338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -9964339.000000 Penalty: 5405.581055
	Iteration 64Q: 3 clusters Score -9964339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53479 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9964346.000000 Penalty: 5405.581055
	Iteration 65Q: 3 clusters Score -9964346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53481 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -9964351.000000 Penalty: 5405.581055
	Iteration 66Q: 3 clusters Score -9964351 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53483 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -9964353.000000 Penalty: 5405.581055
	Iteration 67Q: 3 clusters Score -9964353 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9964354.000000 Penalty: 5405.581055
	Iteration 68Q: 3 clusters Score -9964354 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9964358.000000 Penalty: 5405.581055
	Iteration 69Q: 3 clusters Score -9964358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53486 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9964358.000000 Penalty: 5405.581055
	Iteration 70F: 3 clusters Score -9964358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (66368 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66368 members 
Entering Unmasked Estep 
Score: -11979769.000000 Penalty: 2753.536621
	Iteration 0F: 2 clusters Score -1.197977e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33232 members 
Mstep: Class 2 contains 33136 members 
Entering Unmasked Estep 
Score: -11938224.000000 Penalty: 5507.073242
	Iteration 0F: 3 clusters Score -1.193822e+07 nChanged 30919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 33075 members 
Entering Unmasked Estep 
Score: -11955493.000000 Penalty: 5507.073242
	Iteration 1F: 3 clusters Score -1.195549e+07 nChanged 2356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33329 members 
Mstep: Class 2 contains 33039 members 
Entering Unmasked Estep 
Score: -11956072.000000 Penalty: 5507.073242
	Iteration 2Q: 3 clusters Score -1.195607e+07 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -11956772.000000 Penalty: 5507.073242
	Iteration 3Q: 3 clusters Score -1.195677e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33263 members 
Mstep: Class 2 contains 33105 members 
Entering Unmasked Estep 
Score: -11957674.000000 Penalty: 5507.073242
	Iteration 4Q: 3 clusters Score -1.195767e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33078 members 
Mstep: Class 2 contains 33290 members 
Entering Unmasked Estep 
Score: -11958623.000000 Penalty: 5507.073242
	Iteration 5Q: 3 clusters Score -1.195862e+07 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32760 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -11959750.000000 Penalty: 5507.073242
	Iteration 6Q: 3 clusters Score -1.195975e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32278 members 
Mstep: Class 2 contains 34090 members 
Entering Unmasked Estep 
Score: -11960930.000000 Penalty: 5507.073242
	Iteration 7Q: 3 clusters Score -1.196093e+07 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31566 members 
Mstep: Class 2 contains 34802 members 
Entering Unmasked Estep 
Score: -11962529.000000 Penalty: 5507.073242
	Iteration 8Q: 3 clusters Score -1.196253e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30592 members 
Mstep: Class 2 contains 35776 members 
Entering Unmasked Estep 
Score: -11964570.000000 Penalty: 5507.073242
	Iteration 9F: 3 clusters Score -1.196457e+07 nChanged 3510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29486 members 
Mstep: Class 2 contains 36882 members 
Entering Unmasked Estep 
Score: -11966813.000000 Penalty: 5507.073242
	Iteration 10F: 3 clusters Score -1.196681e+07 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 37835 members 
Entering Unmasked Estep 
Score: -11968331.000000 Penalty: 5507.073242
	Iteration 11Q: 3 clusters Score -1.196833e+07 nChanged 2338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27593 members 
Mstep: Class 2 contains 38775 members 
Entering Unmasked Estep 
Score: -11969135.000000 Penalty: 5507.073242
	Iteration 12Q: 3 clusters Score -1.196914e+07 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26683 members 
Mstep: Class 2 contains 39685 members 
Entering Unmasked Estep 
Score: -11969556.000000 Penalty: 5507.073242
	Iteration 13Q: 3 clusters Score -1.196956e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25748 members 
Mstep: Class 2 contains 40620 members 
Entering Unmasked Estep 
Score: -11969908.000000 Penalty: 5507.073242
	Iteration 14Q: 3 clusters Score -1.196991e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 41538 members 
Entering Unmasked Estep 
Score: -11970205.000000 Penalty: 5507.073242
	Iteration 15Q: 3 clusters Score -1.19702e+07 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23853 members 
Mstep: Class 2 contains 42515 members 
Entering Unmasked Estep 
Score: -11970538.000000 Penalty: 5507.073242
	Iteration 16Q: 3 clusters Score -1.197054e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -11970855.000000 Penalty: 5507.073242
	Iteration 17Q: 3 clusters Score -1.197086e+07 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 44726 members 
Entering Unmasked Estep 
Score: -11971177.000000 Penalty: 5507.073242
	Iteration 18Q: 3 clusters Score -1.197118e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20485 members 
Mstep: Class 2 contains 45883 members 
Entering Unmasked Estep 
Score: -11971598.000000 Penalty: 5507.073242
	Iteration 19Q: 3 clusters Score -1.19716e+07 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 47078 members 
Entering Unmasked Estep 
Score: -11972031.000000 Penalty: 5507.073242
	Iteration 20F: 3 clusters Score -1.197203e+07 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18007 members 
Mstep: Class 2 contains 48361 members 
Entering Unmasked Estep 
Score: -11972445.000000 Penalty: 5507.073242
	Iteration 21Q: 3 clusters Score -1.197244e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 49640 members 
Entering Unmasked Estep 
Score: -11972916.000000 Penalty: 5507.073242
	Iteration 22Q: 3 clusters Score -1.197292e+07 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15465 members 
Mstep: Class 2 contains 50903 members 
Entering Unmasked Estep 
Score: -11973440.000000 Penalty: 5507.073242
	Iteration 23Q: 3 clusters Score -1.197344e+07 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14258 members 
Mstep: Class 2 contains 52110 members 
Entering Unmasked Estep 
Score: -11973950.000000 Penalty: 5507.073242
	Iteration 24Q: 3 clusters Score -1.197395e+07 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 53316 members 
Entering Unmasked Estep 
Score: -11974367.000000 Penalty: 5507.073242
	Iteration 25Q: 3 clusters Score -1.197437e+07 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11816 members 
Mstep: Class 2 contains 54552 members 
Entering Unmasked Estep 
Score: -11974844.000000 Penalty: 5507.073242
	Iteration 26Q: 3 clusters Score -1.197484e+07 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10601 members 
Mstep: Class 2 contains 55767 members 
Entering Unmasked Estep 
Score: -11975165.000000 Penalty: 5507.073242
	Iteration 27Q: 3 clusters Score -1.197516e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9400 members 
Mstep: Class 2 contains 56968 members 
Entering Unmasked Estep 
Score: -11975590.000000 Penalty: 5507.073242
	Iteration 28Q: 3 clusters Score -1.197559e+07 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8285 members 
Mstep: Class 2 contains 58083 members 
Entering Unmasked Estep 
Score: -11975881.000000 Penalty: 5507.073242
	Iteration 29Q: 3 clusters Score -1.197588e+07 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 59153 members 
Entering Unmasked Estep 
Score: -11976232.000000 Penalty: 5507.073242
	Iteration 30Q: 3 clusters Score -1.197623e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6211 members 
Mstep: Class 2 contains 60157 members 
Entering Unmasked Estep 
Score: -11976549.000000 Penalty: 5507.073242
	Iteration 31Q: 3 clusters Score -1.197655e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -11976789.000000 Penalty: 5507.073242
	Iteration 32Q: 3 clusters Score -1.197679e+07 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 61828 members 
Entering Unmasked Estep 
Score: -11976992.000000 Penalty: 5507.073242
	Iteration 33Q: 3 clusters Score -1.197699e+07 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 62466 members 
Entering Unmasked Estep 
Score: -11977107.000000 Penalty: 5507.073242
	Iteration 34Q: 3 clusters Score -1.197711e+07 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 63022 members 
Entering Unmasked Estep 
Score: -11977268.000000 Penalty: 5507.073242
	Iteration 35Q: 3 clusters Score -1.197727e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 63489 members 
Entering Unmasked Estep 
Score: -11977343.000000 Penalty: 5507.073242
	Iteration 36Q: 3 clusters Score -1.197734e+07 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 63864 members 
Entering Unmasked Estep 
Score: -11977451.000000 Penalty: 5507.073242
	Iteration 37Q: 3 clusters Score -1.197745e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 64159 members 
Entering Unmasked Estep 
Score: -11977500.000000 Penalty: 5507.073242
	Iteration 38Q: 3 clusters Score -1.19775e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 64409 members 
Entering Unmasked Estep 
Score: -11977509.000000 Penalty: 5507.073242
	Iteration 39Q: 3 clusters Score -1.197751e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 64581 members 
Entering Unmasked Estep 
Score: -11977549.000000 Penalty: 5507.073242
	Iteration 40F: 3 clusters Score -1.197755e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 64767 members 
Entering Unmasked Estep 
Score: -11977575.000000 Penalty: 5507.073242
	Iteration 41Q: 3 clusters Score -1.197758e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 64929 members 
Entering Unmasked Estep 
Score: -11977590.000000 Penalty: 5507.073242
	Iteration 42Q: 3 clusters Score -1.197759e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 65047 members 
Entering Unmasked Estep 
Score: -11977633.000000 Penalty: 5507.073242
	Iteration 43Q: 3 clusters Score -1.197763e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 65136 members 
Entering Unmasked Estep 
Score: -11977665.000000 Penalty: 5507.073242
	Iteration 44Q: 3 clusters Score -1.197766e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1142 members 
Mstep: Class 2 contains 65226 members 
Entering Unmasked Estep 
Score: -11977670.000000 Penalty: 5507.073242
	Iteration 45Q: 3 clusters Score -1.197767e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 65295 members 
Entering Unmasked Estep 
Score: -11977687.000000 Penalty: 5507.073242
	Iteration 46Q: 3 clusters Score -1.197769e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 65359 members 
Entering Unmasked Estep 
Score: -11977690.000000 Penalty: 5507.073242
	Iteration 47Q: 3 clusters Score -1.197769e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 65410 members 
Entering Unmasked Estep 
Score: -11977709.000000 Penalty: 5507.073242
	Iteration 48Q: 3 clusters Score -1.197771e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 65449 members 
Entering Unmasked Estep 
Score: -11977731.000000 Penalty: 5507.073242
	Iteration 49Q: 3 clusters Score -1.197773e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 65487 members 
Entering Unmasked Estep 
Score: -11977733.000000 Penalty: 5507.073242
	Iteration 50Q: 3 clusters Score -1.197773e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 65521 members 
Entering Unmasked Estep 
Score: -11977715.000000 Penalty: 5507.073242
	Iteration 51Q: 3 clusters Score -1.197772e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 65540 members 
Entering Unmasked Estep 
Score: -11977740.000000 Penalty: 5507.073242
	Iteration 52Q: 3 clusters Score -1.197774e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 65555 members 
Entering Unmasked Estep 
Score: -11977751.000000 Penalty: 5507.073242
	Iteration 53Q: 3 clusters Score -1.197775e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 65572 members 
Entering Unmasked Estep 
Score: -11977762.000000 Penalty: 5507.073242
	Iteration 54Q: 3 clusters Score -1.197776e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 65589 members 
Entering Unmasked Estep 
Score: -11977760.000000 Penalty: 5507.073242
	Iteration 55Q: 3 clusters Score -1.197776e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 65607 members 
Entering Unmasked Estep 
Score: -11977768.000000 Penalty: 5507.073242
	Iteration 56Q: 3 clusters Score -1.197777e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -11977797.000000 Penalty: 5507.073242
	Iteration 57Q: 3 clusters Score -1.19778e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 65629 members 
Entering Unmasked Estep 
Score: -11977800.000000 Penalty: 5507.073242
	Iteration 58Q: 3 clusters Score -1.19778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 65632 members 
Entering Unmasked Estep 
Score: -11977804.000000 Penalty: 5507.073242
	Iteration 59Q: 3 clusters Score -1.19778e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 65633 members 
Entering Unmasked Estep 
Score: -11977806.000000 Penalty: 5507.073242
	Iteration 60F: 3 clusters Score -1.197781e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 65635 members 
Entering Unmasked Estep 
Score: -11977802.000000 Penalty: 5507.073242
	Iteration 61Q: 3 clusters Score -1.19778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 65636 members 
Entering Unmasked Estep 
Score: -11977804.000000 Penalty: 5507.073242
	Iteration 62Q: 3 clusters Score -1.19778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -11977802.000000 Penalty: 5507.073242
	Iteration 63Q: 3 clusters Score -1.19778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 65637 members 
Entering Unmasked Estep 
Score: -11977802.000000 Penalty: 5507.073242
	Iteration 64F: 3 clusters Score -1.19778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18274 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Entering Unmasked Estep 
Score: -3437554.750000 Penalty: 2433.682129
	Iteration 0F: 2 clusters Score -3437555 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 9135 members 
Entering Unmasked Estep 
Score: -3424678.000000 Penalty: 4867.364258
	Iteration 0F: 3 clusters Score -3424678 nChanged 7991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9344 members 
Mstep: Class 2 contains 8930 members 
Entering Unmasked Estep 
Score: -3428836.750000 Penalty: 4867.364258
	Iteration 1F: 3 clusters Score -3428837 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9553 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -3429275.500000 Penalty: 4867.364258
	Iteration 2F: 3 clusters Score -3429276 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 8402 members 
Entering Unmasked Estep 
Score: -3429707.250000 Penalty: 4867.364258
	Iteration 3F: 3 clusters Score -3429707 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10308 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -3430177.500000 Penalty: 4867.364258
	Iteration 4F: 3 clusters Score -3430178 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10831 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3430699.500000 Penalty: 4867.364258
	Iteration 5F: 3 clusters Score -3430700 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 6883 members 
Entering Unmasked Estep 
Score: -3431352.000000 Penalty: 4867.364258
	Iteration 6F: 3 clusters Score -3431352 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12020 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3432035.500000 Penalty: 4867.364258
	Iteration 7F: 3 clusters Score -3432036 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -3432665.750000 Penalty: 4867.364258
	Iteration 8F: 3 clusters Score -3432666 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 5127 members 
Entering Unmasked Estep 
Score: -3433197.500000 Penalty: 4867.364258
	Iteration 9F: 3 clusters Score -3433198 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -3433591.500000 Penalty: 4867.364258
	Iteration 10Q: 3 clusters Score -3433592 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14163 members 
Mstep: Class 2 contains 4111 members 
Entering Unmasked Estep 
Score: -3433913.000000 Penalty: 4867.364258
	Iteration 11Q: 3 clusters Score -3433913 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14641 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -3434188.500000 Penalty: 4867.364258
	Iteration 12Q: 3 clusters Score -3434188 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15051 members 
Mstep: Class 2 contains 3223 members 
Entering Unmasked Estep 
Score: -3434421.750000 Penalty: 4867.364258
	Iteration 13Q: 3 clusters Score -3434422 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -3434674.000000 Penalty: 4867.364258
	Iteration 14Q: 3 clusters Score -3434674 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -3434924.250000 Penalty: 4867.364258
	Iteration 15Q: 3 clusters Score -3434924 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 2020 members 
Entering Unmasked Estep 
Score: -3435144.500000 Penalty: 4867.364258
	Iteration 16Q: 3 clusters Score -3435144 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -3435310.500000 Penalty: 4867.364258
	Iteration 17Q: 3 clusters Score -3435310 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -3435448.000000 Penalty: 4867.364258
	Iteration 18Q: 3 clusters Score -3435448 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16964 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -3435572.500000 Penalty: 4867.364258
	Iteration 19Q: 3 clusters Score -3435572 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3435671.750000 Penalty: 4867.364258
	Iteration 20F: 3 clusters Score -3435672 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17228 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -3435735.000000 Penalty: 4867.364258
	Iteration 21Q: 3 clusters Score -3435735 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -3435777.250000 Penalty: 4867.364258
	Iteration 22Q: 3 clusters Score -3435777 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17359 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -3435805.500000 Penalty: 4867.364258
	Iteration 23Q: 3 clusters Score -3435806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -3435818.750000 Penalty: 4867.364258
	Iteration 24Q: 3 clusters Score -3435819 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3435831.250000 Penalty: 4867.364258
	Iteration 25Q: 3 clusters Score -3435831 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3435839.500000 Penalty: 4867.364258
	Iteration 26Q: 3 clusters Score -3435840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -3435849.500000 Penalty: 4867.364258
	Iteration 27Q: 3 clusters Score -3435850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -3435846.500000 Penalty: 4867.364258
	Iteration 28Q: 3 clusters Score -3435846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17473 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -3435852.500000 Penalty: 4867.364258
	Iteration 29Q: 3 clusters Score -3435852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17475 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -3435852.250000 Penalty: 4867.364258
	Iteration 30Q: 3 clusters Score -3435852 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17479 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -3435855.250000 Penalty: 4867.364258
	Iteration 31Q: 3 clusters Score -3435855 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17483 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -3435862.750000 Penalty: 4867.364258
	Iteration 32Q: 3 clusters Score -3435863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -3435860.250000 Penalty: 4867.364258
	Iteration 33Q: 3 clusters Score -3435860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3435859.250000 Penalty: 4867.364258
	Iteration 34Q: 3 clusters Score -3435859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -3435859.250000 Penalty: 4867.364258
	Iteration 35F: 3 clusters Score -3435859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -33027.644531 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -33027.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 136 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -31906.101562 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -31906.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -32063.765625 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -32063.77 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -32088.425781 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -32088.43 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 134 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -32108.240234 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -32108.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32109.251953 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -32109.25 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -32109.251953 Penalty: 2690.775146
	Iteration 5F: 3 clusters Score -32109.25 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (19329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19329 members 
Entering Unmasked Estep 
Score: -3702391.000000 Penalty: 2447.601807
	Iteration 0F: 2 clusters Score -3702391 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 9637 members 
Entering Unmasked Estep 
Score: -3688743.500000 Penalty: 4895.203613
	Iteration 0F: 3 clusters Score -3688744 nChanged 8486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9814 members 
Mstep: Class 2 contains 9515 members 
Entering Unmasked Estep 
Score: -3693102.250000 Penalty: 4895.203613
	Iteration 1F: 3 clusters Score -3693102 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9872 members 
Mstep: Class 2 contains 9457 members 
Entering Unmasked Estep 
Score: -3693453.250000 Penalty: 4895.203613
	Iteration 2F: 3 clusters Score -3693453 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9935 members 
Mstep: Class 2 contains 9394 members 
Entering Unmasked Estep 
Score: -3693726.000000 Penalty: 4895.203613
	Iteration 3Q: 3 clusters Score -3693726 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 9303 members 
Entering Unmasked Estep 
Score: -3693975.250000 Penalty: 4895.203613
	Iteration 4Q: 3 clusters Score -3693975 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 9166 members 
Entering Unmasked Estep 
Score: -3694253.500000 Penalty: 4895.203613
	Iteration 5Q: 3 clusters Score -3694254 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10324 members 
Mstep: Class 2 contains 9005 members 
Entering Unmasked Estep 
Score: -3694511.500000 Penalty: 4895.203613
	Iteration 6Q: 3 clusters Score -3694512 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -3694772.250000 Penalty: 4895.203613
	Iteration 7Q: 3 clusters Score -3694772 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10701 members 
Mstep: Class 2 contains 8628 members 
Entering Unmasked Estep 
Score: -3695051.500000 Penalty: 4895.203613
	Iteration 8Q: 3 clusters Score -3695052 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10921 members 
Mstep: Class 2 contains 8408 members 
Entering Unmasked Estep 
Score: -3695354.500000 Penalty: 4895.203613
	Iteration 9Q: 3 clusters Score -3695354 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11148 members 
Mstep: Class 2 contains 8181 members 
Entering Unmasked Estep 
Score: -3695658.000000 Penalty: 4895.203613
	Iteration 10Q: 3 clusters Score -3695658 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11387 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -3696004.250000 Penalty: 4895.203613
	Iteration 11Q: 3 clusters Score -3696004 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11602 members 
Mstep: Class 2 contains 7727 members 
Entering Unmasked Estep 
Score: -3696410.750000 Penalty: 4895.203613
	Iteration 12Q: 3 clusters Score -3696411 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11782 members 
Mstep: Class 2 contains 7547 members 
Entering Unmasked Estep 
Score: -3696850.500000 Penalty: 4895.203613
	Iteration 13Q: 3 clusters Score -3696850 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11923 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -3697344.250000 Penalty: 4895.203613
	Iteration 14Q: 3 clusters Score -3697344 nChanged 799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11972 members 
Mstep: Class 2 contains 7357 members 
Entering Unmasked Estep 
Score: -3697869.250000 Penalty: 4895.203613
	Iteration 15Q: 3 clusters Score -3697869 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -3698314.000000 Penalty: 4895.203613
	Iteration 16Q: 3 clusters Score -3698314 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 7478 members 
Entering Unmasked Estep 
Score: -3698644.000000 Penalty: 4895.203613
	Iteration 17Q: 3 clusters Score -3698644 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 7617 members 
Entering Unmasked Estep 
Score: -3698881.750000 Penalty: 4895.203613
	Iteration 18Q: 3 clusters Score -3698882 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3699071.750000 Penalty: 4895.203613
	Iteration 19Q: 3 clusters Score -3699072 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 7918 members 
Entering Unmasked Estep 
Score: -3699213.500000 Penalty: 4895.203613
	Iteration 20F: 3 clusters Score -3699214 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11279 members 
Mstep: Class 2 contains 8050 members 
Entering Unmasked Estep 
Score: -3699334.000000 Penalty: 4895.203613
	Iteration 21Q: 3 clusters Score -3699334 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 8215 members 
Entering Unmasked Estep 
Score: -3699450.250000 Penalty: 4895.203613
	Iteration 22Q: 3 clusters Score -3699450 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10984 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -3699580.250000 Penalty: 4895.203613
	Iteration 23Q: 3 clusters Score -3699580 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -3699676.750000 Penalty: 4895.203613
	Iteration 24Q: 3 clusters Score -3699677 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 8560 members 
Entering Unmasked Estep 
Score: -3699729.000000 Penalty: 4895.203613
	Iteration 25Q: 3 clusters Score -3699729 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10713 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -3699787.500000 Penalty: 4895.203613
	Iteration 26Q: 3 clusters Score -3699788 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10631 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -3699832.500000 Penalty: 4895.203613
	Iteration 27Q: 3 clusters Score -3699832 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 8780 members 
Entering Unmasked Estep 
Score: -3699877.750000 Penalty: 4895.203613
	Iteration 28Q: 3 clusters Score -3699878 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10474 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -3699895.000000 Penalty: 4895.203613
	Iteration 29Q: 3 clusters Score -3699895 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 8928 members 
Entering Unmasked Estep 
Score: -3699930.500000 Penalty: 4895.203613
	Iteration 30Q: 3 clusters Score -3699930 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10342 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -3699930.000000 Penalty: 4895.203613
	Iteration 31Q: 3 clusters Score -3699930 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -3699939.500000 Penalty: 4895.203613
	Iteration 32Q: 3 clusters Score -3699940 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10257 members 
Mstep: Class 2 contains 9072 members 
Entering Unmasked Estep 
Score: -3699949.000000 Penalty: 4895.203613
	Iteration 33Q: 3 clusters Score -3699949 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10232 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3699942.250000 Penalty: 4895.203613
	Iteration 34Q: 3 clusters Score -3699942 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10210 members 
Mstep: Class 2 contains 9119 members 
Entering Unmasked Estep 
Score: -3699940.250000 Penalty: 4895.203613
	Iteration 35Q: 3 clusters Score -3699940 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10195 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -3699957.750000 Penalty: 4895.203613
	Iteration 36Q: 3 clusters Score -3699958 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 9154 members 
Entering Unmasked Estep 
Score: -3699954.000000 Penalty: 4895.203613
	Iteration 37Q: 3 clusters Score -3699954 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 9174 members 
Entering Unmasked Estep 
Score: -3699958.750000 Penalty: 4895.203613
	Iteration 38Q: 3 clusters Score -3699959 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10144 members 
Mstep: Class 2 contains 9185 members 
Entering Unmasked Estep 
Score: -3699961.000000 Penalty: 4895.203613
	Iteration 39Q: 3 clusters Score -3699961 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 9197 members 
Entering Unmasked Estep 
Score: -3699959.500000 Penalty: 4895.203613
	Iteration 40F: 3 clusters Score -3699960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10118 members 
Mstep: Class 2 contains 9211 members 
Entering Unmasked Estep 
Score: -3699965.750000 Penalty: 4895.203613
	Iteration 41Q: 3 clusters Score -3699966 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3699965.500000 Penalty: 4895.203613
	Iteration 42Q: 3 clusters Score -3699966 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10103 members 
Mstep: Class 2 contains 9226 members 
Entering Unmasked Estep 
Score: -3699964.250000 Penalty: 4895.203613
	Iteration 43Q: 3 clusters Score -3699964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 9227 members 
Entering Unmasked Estep 
Score: -3699965.500000 Penalty: 4895.203613
	Iteration 44Q: 3 clusters Score -3699966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3699967.000000 Penalty: 4895.203613
	Iteration 45Q: 3 clusters Score -3699967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10101 members 
Mstep: Class 2 contains 9228 members 
Entering Unmasked Estep 
Score: -3699967.000000 Penalty: 4895.203613
	Iteration 46F: 3 clusters Score -3699967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (46585 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46585 members 
Entering Unmasked Estep 
Score: -8739545.000000 Penalty: 2665.760498
	Iteration 0F: 2 clusters Score -8739545 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 23337 members 
Entering Unmasked Estep 
Score: -8711097.000000 Penalty: 5331.520996
	Iteration 0F: 3 clusters Score -8711097 nChanged 21436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22744 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -8722989.000000 Penalty: 5331.520996
	Iteration 1F: 3 clusters Score -8722989 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -8723542.000000 Penalty: 5331.520996
	Iteration 2Q: 3 clusters Score -8723542 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 24240 members 
Entering Unmasked Estep 
Score: -8724053.000000 Penalty: 5331.520996
	Iteration 3Q: 3 clusters Score -8724053 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22015 members 
Mstep: Class 2 contains 24570 members 
Entering Unmasked Estep 
Score: -8724495.000000 Penalty: 5331.520996
	Iteration 4Q: 3 clusters Score -8724495 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21577 members 
Mstep: Class 2 contains 25008 members 
Entering Unmasked Estep 
Score: -8724939.000000 Penalty: 5331.520996
	Iteration 5Q: 3 clusters Score -8724939 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -8725467.000000 Penalty: 5331.520996
	Iteration 6Q: 3 clusters Score -8725467 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20170 members 
Mstep: Class 2 contains 26415 members 
Entering Unmasked Estep 
Score: -8726197.000000 Penalty: 5331.520996
	Iteration 7Q: 3 clusters Score -8726197 nChanged 2028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19070 members 
Mstep: Class 2 contains 27515 members 
Entering Unmasked Estep 
Score: -8727120.000000 Penalty: 5331.520996
	Iteration 8Q: 3 clusters Score -8727120 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17733 members 
Mstep: Class 2 contains 28852 members 
Entering Unmasked Estep 
Score: -8728309.000000 Penalty: 5331.520996
	Iteration 9Q: 3 clusters Score -8728309 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16054 members 
Mstep: Class 2 contains 30531 members 
Entering Unmasked Estep 
Score: -8729783.000000 Penalty: 5331.520996
	Iteration 10F: 3 clusters Score -8729783 nChanged 2499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14115 members 
Mstep: Class 2 contains 32470 members 
Entering Unmasked Estep 
Score: -8731618.000000 Penalty: 5331.520996
	Iteration 11F: 3 clusters Score -8731618 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12145 members 
Mstep: Class 2 contains 34440 members 
Entering Unmasked Estep 
Score: -8733289.000000 Penalty: 5331.520996
	Iteration 12F: 3 clusters Score -8733289 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 36112 members 
Entering Unmasked Estep 
Score: -8734386.000000 Penalty: 5331.520996
	Iteration 13Q: 3 clusters Score -8734386 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 37613 members 
Entering Unmasked Estep 
Score: -8735103.000000 Penalty: 5331.520996
	Iteration 14Q: 3 clusters Score -8735103 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7627 members 
Mstep: Class 2 contains 38958 members 
Entering Unmasked Estep 
Score: -8735489.000000 Penalty: 5331.520996
	Iteration 15Q: 3 clusters Score -8735489 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 40223 members 
Entering Unmasked Estep 
Score: -8735781.000000 Penalty: 5331.520996
	Iteration 16Q: 3 clusters Score -8735781 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5208 members 
Mstep: Class 2 contains 41377 members 
Entering Unmasked Estep 
Score: -8736033.000000 Penalty: 5331.520996
	Iteration 17Q: 3 clusters Score -8736033 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -8736281.000000 Penalty: 5331.520996
	Iteration 18Q: 3 clusters Score -8736281 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 43204 members 
Entering Unmasked Estep 
Score: -8736447.000000 Penalty: 5331.520996
	Iteration 19Q: 3 clusters Score -8736447 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 43852 members 
Entering Unmasked Estep 
Score: -8736601.000000 Penalty: 5331.520996
	Iteration 20F: 3 clusters Score -8736601 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 44357 members 
Entering Unmasked Estep 
Score: -8736816.000000 Penalty: 5331.520996
	Iteration 21Q: 3 clusters Score -8736816 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 44811 members 
Entering Unmasked Estep 
Score: -8737005.000000 Penalty: 5331.520996
	Iteration 22Q: 3 clusters Score -8737005 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -8737185.000000 Penalty: 5331.520996
	Iteration 23Q: 3 clusters Score -8737185 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 45375 members 
Entering Unmasked Estep 
Score: -8737233.000000 Penalty: 5331.520996
	Iteration 24Q: 3 clusters Score -8737233 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -8737296.000000 Penalty: 5331.520996
	Iteration 25Q: 3 clusters Score -8737296 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 45688 members 
Entering Unmasked Estep 
Score: -8737325.000000 Penalty: 5331.520996
	Iteration 26Q: 3 clusters Score -8737325 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -8737390.000000 Penalty: 5331.520996
	Iteration 27Q: 3 clusters Score -8737390 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -8737410.000000 Penalty: 5331.520996
	Iteration 28Q: 3 clusters Score -8737410 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 45909 members 
Entering Unmasked Estep 
Score: -8737427.000000 Penalty: 5331.520996
	Iteration 29Q: 3 clusters Score -8737427 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 45949 members 
Entering Unmasked Estep 
Score: -8737435.000000 Penalty: 5331.520996
	Iteration 30Q: 3 clusters Score -8737435 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 45977 members 
Entering Unmasked Estep 
Score: -8737452.000000 Penalty: 5331.520996
	Iteration 31Q: 3 clusters Score -8737452 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -8737438.000000 Penalty: 5331.520996
	Iteration 32Q: 3 clusters Score -8737438 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 46011 members 
Entering Unmasked Estep 
Score: -8737431.000000 Penalty: 5331.520996
	Iteration 33Q: 3 clusters Score -8737431 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 46026 members 
Entering Unmasked Estep 
Score: -8737440.000000 Penalty: 5331.520996
	Iteration 34Q: 3 clusters Score -8737440 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 46036 members 
Entering Unmasked Estep 
Score: -8737430.000000 Penalty: 5331.520996
	Iteration 35Q: 3 clusters Score -8737430 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 46044 members 
Entering Unmasked Estep 
Score: -8737428.000000 Penalty: 5331.520996
	Iteration 36Q: 3 clusters Score -8737428 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 46049 members 
Entering Unmasked Estep 
Score: -8737431.000000 Penalty: 5331.520996
	Iteration 37Q: 3 clusters Score -8737431 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 46051 members 
Entering Unmasked Estep 
Score: -8737436.000000 Penalty: 5331.520996
	Iteration 38Q: 3 clusters Score -8737436 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 46056 members 
Entering Unmasked Estep 
Score: -8737446.000000 Penalty: 5331.520996
	Iteration 39Q: 3 clusters Score -8737446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 46057 members 
Entering Unmasked Estep 
Score: -8737446.000000 Penalty: 5331.520996
	Iteration 40F: 3 clusters Score -8737446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -8737448.000000 Penalty: 5331.520996
	Iteration 41Q: 3 clusters Score -8737448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 46058 members 
Entering Unmasked Estep 
Score: -8737448.000000 Penalty: 5331.520996
	Iteration 42F: 3 clusters Score -8737448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1684 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1684 members 
Entering Unmasked Estep 
Score: -301292.343750 Penalty: 1842.374023
	Iteration 0F: 2 clusters Score -301292.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -298894.406250 Penalty: 3684.748047
	Iteration 0F: 3 clusters Score -298894.4 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -299361.406250 Penalty: 3684.748047
	Iteration 1F: 3 clusters Score -299361.4 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -299592.500000 Penalty: 3684.748047
	Iteration 2F: 3 clusters Score -299592.5 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -299834.156250 Penalty: 3684.748047
	Iteration 3F: 3 clusters Score -299834.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -300057.812500 Penalty: 3684.748047
	Iteration 4F: 3 clusters Score -300057.8 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -300203.531250 Penalty: 3684.748047
	Iteration 5F: 3 clusters Score -300203.5 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -300342.812500 Penalty: 3684.748047
	Iteration 6Q: 3 clusters Score -300342.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -300458.906250 Penalty: 3684.748047
	Iteration 7Q: 3 clusters Score -300458.9 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -300563.000000 Penalty: 3684.748047
	Iteration 8Q: 3 clusters Score -300563 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -300599.656250 Penalty: 3684.748047
	Iteration 9Q: 3 clusters Score -300599.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -300622.000000 Penalty: 3684.748047
	Iteration 10Q: 3 clusters Score -300622 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -300630.656250 Penalty: 3684.748047
	Iteration 11Q: 3 clusters Score -300630.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -300633.937500 Penalty: 3684.748047
	Iteration 12Q: 3 clusters Score -300633.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1203 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -300638.468750 Penalty: 3684.748047
	Iteration 13Q: 3 clusters Score -300638.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -300640.750000 Penalty: 3684.748047
	Iteration 14Q: 3 clusters Score -300640.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -300640.750000 Penalty: 3684.748047
	Iteration 15F: 3 clusters Score -300640.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -145164.640625 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -145164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -143395.968750 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -143396 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -143769.687500 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -143769.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -144002.718750 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -144002.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -144229.437500 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -144229.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -144380.328125 Penalty: 3357.742432
	Iteration 4F: 3 clusters Score -144380.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -144494.875000 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -144494.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -144622.812500 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -144622.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -144684.031250 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -144684 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -144708.906250 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -144708.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -144725.968750 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -144726 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -144743.328125 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -144743.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -144757.109375 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -144757.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -144780.750000 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -144780.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -144789.281250 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -144789.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -144804.171875 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -144804.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -144807.656250 Penalty: 3357.742432
	Iteration 15Q: 3 clusters Score -144807.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -144809.375000 Penalty: 3357.742432
	Iteration 16Q: 3 clusters Score -144809.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -144812.125000 Penalty: 3357.742432
	Iteration 17Q: 3 clusters Score -144812.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -144812.125000 Penalty: 3357.742432
	Iteration 18F: 3 clusters Score -144812.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Entering Unmasked Estep 
Score: -5836479.000000 Penalty: 2550.663330
	Iteration 0F: 2 clusters Score -5836479 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14700 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -5817604.500000 Penalty: 5101.326660
	Iteration 0F: 3 clusters Score -5817604 nChanged 13087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15159 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -5824677.000000 Penalty: 5101.326660
	Iteration 1F: 3 clusters Score -5824677 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -5825075.500000 Penalty: 5101.326660
	Iteration 2Q: 3 clusters Score -5825076 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16004 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -5825450.500000 Penalty: 5101.326660
	Iteration 3Q: 3 clusters Score -5825450 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 12693 members 
Entering Unmasked Estep 
Score: -5825882.500000 Penalty: 5101.326660
	Iteration 4Q: 3 clusters Score -5825882 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17388 members 
Mstep: Class 2 contains 11900 members 
Entering Unmasked Estep 
Score: -5826296.500000 Penalty: 5101.326660
	Iteration 5Q: 3 clusters Score -5826296 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -5826908.000000 Penalty: 5101.326660
	Iteration 6Q: 3 clusters Score -5826908 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19671 members 
Mstep: Class 2 contains 9617 members 
Entering Unmasked Estep 
Score: -5827677.500000 Penalty: 5101.326660
	Iteration 7Q: 3 clusters Score -5827678 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 8198 members 
Entering Unmasked Estep 
Score: -5828597.500000 Penalty: 5101.326660
	Iteration 8F: 3 clusters Score -5828598 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22636 members 
Mstep: Class 2 contains 6652 members 
Entering Unmasked Estep 
Score: -5829765.500000 Penalty: 5101.326660
	Iteration 9F: 3 clusters Score -5829766 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24096 members 
Mstep: Class 2 contains 5192 members 
Entering Unmasked Estep 
Score: -5830994.500000 Penalty: 5101.326660
	Iteration 10F: 3 clusters Score -5830994 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -5831957.000000 Penalty: 5101.326660
	Iteration 11Q: 3 clusters Score -5831957 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26092 members 
Mstep: Class 2 contains 3196 members 
Entering Unmasked Estep 
Score: -5832740.000000 Penalty: 5101.326660
	Iteration 12Q: 3 clusters Score -5832740 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 2615 members 
Entering Unmasked Estep 
Score: -5833268.000000 Penalty: 5101.326660
	Iteration 13Q: 3 clusters Score -5833268 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -5833597.500000 Penalty: 5101.326660
	Iteration 14Q: 3 clusters Score -5833598 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 1849 members 
Entering Unmasked Estep 
Score: -5833834.000000 Penalty: 5101.326660
	Iteration 15Q: 3 clusters Score -5833834 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27686 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -5833998.500000 Penalty: 5101.326660
	Iteration 16Q: 3 clusters Score -5833998 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -5834110.500000 Penalty: 5101.326660
	Iteration 17Q: 3 clusters Score -5834110 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28030 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5834179.000000 Penalty: 5101.326660
	Iteration 18Q: 3 clusters Score -5834179 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5834239.500000 Penalty: 5101.326660
	Iteration 19Q: 3 clusters Score -5834240 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5834295.500000 Penalty: 5101.326660
	Iteration 20F: 3 clusters Score -5834296 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28320 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5834331.000000 Penalty: 5101.326660
	Iteration 21Q: 3 clusters Score -5834331 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -5834371.000000 Penalty: 5101.326660
	Iteration 22Q: 3 clusters Score -5834371 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28427 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -5834380.000000 Penalty: 5101.326660
	Iteration 23Q: 3 clusters Score -5834380 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28459 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5834391.000000 Penalty: 5101.326660
	Iteration 24Q: 3 clusters Score -5834391 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28490 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -5834408.500000 Penalty: 5101.326660
	Iteration 25Q: 3 clusters Score -5834408 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -5834414.000000 Penalty: 5101.326660
	Iteration 26Q: 3 clusters Score -5834414 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28533 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5834426.000000 Penalty: 5101.326660
	Iteration 27Q: 3 clusters Score -5834426 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28551 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5834433.500000 Penalty: 5101.326660
	Iteration 28Q: 3 clusters Score -5834434 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28566 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5834443.000000 Penalty: 5101.326660
	Iteration 29Q: 3 clusters Score -5834443 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28578 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -5834451.000000 Penalty: 5101.326660
	Iteration 30Q: 3 clusters Score -5834451 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28588 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -5834463.000000 Penalty: 5101.326660
	Iteration 31Q: 3 clusters Score -5834463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28601 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5834459.500000 Penalty: 5101.326660
	Iteration 32Q: 3 clusters Score -5834460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5834463.000000 Penalty: 5101.326660
	Iteration 33Q: 3 clusters Score -5834463 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5834464.500000 Penalty: 5101.326660
	Iteration 34Q: 3 clusters Score -5834464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -5834474.000000 Penalty: 5101.326660
	Iteration 35Q: 3 clusters Score -5834474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28623 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -5834476.500000 Penalty: 5101.326660
	Iteration 36Q: 3 clusters Score -5834476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5834485.500000 Penalty: 5101.326660
	Iteration 37Q: 3 clusters Score -5834486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28635 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -5834490.500000 Penalty: 5101.326660
	Iteration 38Q: 3 clusters Score -5834490 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -5834493.500000 Penalty: 5101.326660
	Iteration 39Q: 3 clusters Score -5834494 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28650 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -5834503.000000 Penalty: 5101.326660
	Iteration 40F: 3 clusters Score -5834503 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5834503.000000 Penalty: 5101.326660
	Iteration 41Q: 3 clusters Score -5834503 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5834504.500000 Penalty: 5101.326660
	Iteration 42Q: 3 clusters Score -5834504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28663 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5834507.500000 Penalty: 5101.326660
	Iteration 43Q: 3 clusters Score -5834508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28665 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5834508.000000 Penalty: 5101.326660
	Iteration 44Q: 3 clusters Score -5834508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5834515.000000 Penalty: 5101.326660
	Iteration 45Q: 3 clusters Score -5834515 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -5834508.500000 Penalty: 5101.326660
	Iteration 46Q: 3 clusters Score -5834508 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28678 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5834520.000000 Penalty: 5101.326660
	Iteration 47Q: 3 clusters Score -5834520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28682 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -5834518.500000 Penalty: 5101.326660
	Iteration 48Q: 3 clusters Score -5834518 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28684 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5834519.500000 Penalty: 5101.326660
	Iteration 49Q: 3 clusters Score -5834520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5834526.000000 Penalty: 5101.326660
	Iteration 50Q: 3 clusters Score -5834526 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28686 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5834526.000000 Penalty: 5101.326660
	Iteration 51F: 3 clusters Score -5834526 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28293 members 
Entering Unmasked Estep 
Score: -5666912.500000 Penalty: 2542.091797
	Iteration 0F: 2 clusters Score -5666912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14255 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -5648672.000000 Penalty: 5084.183594
	Iteration 0F: 3 clusters Score -5648672 nChanged 12624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 13546 members 
Entering Unmasked Estep 
Score: -5655387.000000 Penalty: 5084.183594
	Iteration 1F: 3 clusters Score -5655387 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15038 members 
Mstep: Class 2 contains 13255 members 
Entering Unmasked Estep 
Score: -5655919.000000 Penalty: 5084.183594
	Iteration 2F: 3 clusters Score -5655919 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15469 members 
Mstep: Class 2 contains 12824 members 
Entering Unmasked Estep 
Score: -5656405.500000 Penalty: 5084.183594
	Iteration 3Q: 3 clusters Score -5656406 nChanged 1326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16041 members 
Mstep: Class 2 contains 12252 members 
Entering Unmasked Estep 
Score: -5656906.000000 Penalty: 5084.183594
	Iteration 4Q: 3 clusters Score -5656906 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -5657454.000000 Penalty: 5084.183594
	Iteration 5Q: 3 clusters Score -5657454 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 10742 members 
Entering Unmasked Estep 
Score: -5658035.000000 Penalty: 5084.183594
	Iteration 6Q: 3 clusters Score -5658035 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18514 members 
Mstep: Class 2 contains 9779 members 
Entering Unmasked Estep 
Score: -5658718.500000 Penalty: 5084.183594
	Iteration 7F: 3 clusters Score -5658718 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 8684 members 
Entering Unmasked Estep 
Score: -5659502.500000 Penalty: 5084.183594
	Iteration 8F: 3 clusters Score -5659502 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20742 members 
Mstep: Class 2 contains 7551 members 
Entering Unmasked Estep 
Score: -5660239.500000 Penalty: 5084.183594
	Iteration 9Q: 3 clusters Score -5660240 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 6438 members 
Entering Unmasked Estep 
Score: -5661006.500000 Penalty: 5084.183594
	Iteration 10Q: 3 clusters Score -5661006 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22859 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -5661673.500000 Penalty: 5084.183594
	Iteration 11Q: 3 clusters Score -5661674 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23583 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -5662156.000000 Penalty: 5084.183594
	Iteration 12Q: 3 clusters Score -5662156 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -5662466.000000 Penalty: 5084.183594
	Iteration 13Q: 3 clusters Score -5662466 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24451 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -5662795.500000 Penalty: 5084.183594
	Iteration 14Q: 3 clusters Score -5662796 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 3600 members 
Entering Unmasked Estep 
Score: -5663061.000000 Penalty: 5084.183594
	Iteration 15Q: 3 clusters Score -5663061 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -5663296.500000 Penalty: 5084.183594
	Iteration 16Q: 3 clusters Score -5663296 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25009 members 
Mstep: Class 2 contains 3284 members 
Entering Unmasked Estep 
Score: -5663421.000000 Penalty: 5084.183594
	Iteration 17Q: 3 clusters Score -5663421 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -5663491.500000 Penalty: 5084.183594
	Iteration 18Q: 3 clusters Score -5663492 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 3124 members 
Entering Unmasked Estep 
Score: -5663563.000000 Penalty: 5084.183594
	Iteration 19Q: 3 clusters Score -5663563 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25215 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -5663596.500000 Penalty: 5084.183594
	Iteration 20F: 3 clusters Score -5663596 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5663649.000000 Penalty: 5084.183594
	Iteration 21Q: 3 clusters Score -5663649 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25257 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -5663695.000000 Penalty: 5084.183594
	Iteration 22Q: 3 clusters Score -5663695 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25266 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -5663723.000000 Penalty: 5084.183594
	Iteration 23Q: 3 clusters Score -5663723 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25254 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -5663737.000000 Penalty: 5084.183594
	Iteration 24Q: 3 clusters Score -5663737 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25201 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -5663751.500000 Penalty: 5084.183594
	Iteration 25Q: 3 clusters Score -5663752 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 3135 members 
Entering Unmasked Estep 
Score: -5663753.500000 Penalty: 5084.183594
	Iteration 26Q: 3 clusters Score -5663754 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25103 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -5663735.000000 Penalty: 5084.183594
	Iteration 27Q: 3 clusters Score -5663735 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25045 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -5663735.500000 Penalty: 5084.183594
	Iteration 28Q: 3 clusters Score -5663736 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24997 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -5663749.500000 Penalty: 5084.183594
	Iteration 29Q: 3 clusters Score -5663750 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24945 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -5663765.000000 Penalty: 5084.183594
	Iteration 30Q: 3 clusters Score -5663765 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24889 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -5663766.000000 Penalty: 5084.183594
	Iteration 31Q: 3 clusters Score -5663766 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24822 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -5663750.500000 Penalty: 5084.183594
	Iteration 32Q: 3 clusters Score -5663750 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24751 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -5663758.500000 Penalty: 5084.183594
	Iteration 33Q: 3 clusters Score -5663758 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -5663736.500000 Penalty: 5084.183594
	Iteration 34Q: 3 clusters Score -5663736 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24579 members 
Mstep: Class 2 contains 3714 members 
Entering Unmasked Estep 
Score: -5663710.000000 Penalty: 5084.183594
	Iteration 35Q: 3 clusters Score -5663710 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24490 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -5663672.500000 Penalty: 5084.183594
	Iteration 36Q: 3 clusters Score -5663672 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Mstep: Class 2 contains 3883 members 
Entering Unmasked Estep 
Score: -5663669.000000 Penalty: 5084.183594
	Iteration 37Q: 3 clusters Score -5663669 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24313 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -5663662.500000 Penalty: 5084.183594
	Iteration 38Q: 3 clusters Score -5663662 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -5663629.000000 Penalty: 5084.183594
	Iteration 39Q: 3 clusters Score -5663629 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24022 members 
Mstep: Class 2 contains 4271 members 
Entering Unmasked Estep 
Score: -5663608.500000 Penalty: 5084.183594
	Iteration 40F: 3 clusters Score -5663608 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23836 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -5663600.000000 Penalty: 5084.183594
	Iteration 41Q: 3 clusters Score -5663600 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -5663637.500000 Penalty: 5084.183594
	Iteration 42Q: 3 clusters Score -5663638 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -5663641.000000 Penalty: 5084.183594
	Iteration 43Q: 3 clusters Score -5663641 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -5663663.500000 Penalty: 5084.183594
	Iteration 44Q: 3 clusters Score -5663664 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 5084 members 
Entering Unmasked Estep 
Score: -5663646.500000 Penalty: 5084.183594
	Iteration 45Q: 3 clusters Score -5663646 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23041 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -5663649.000000 Penalty: 5084.183594
	Iteration 46Q: 3 clusters Score -5663649 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22858 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -5663633.000000 Penalty: 5084.183594
	Iteration 47Q: 3 clusters Score -5663633 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22693 members 
Mstep: Class 2 contains 5600 members 
Entering Unmasked Estep 
Score: -5663603.000000 Penalty: 5084.183594
	Iteration 48Q: 3 clusters Score -5663603 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 5781 members 
Entering Unmasked Estep 
Score: -5663573.500000 Penalty: 5084.183594
	Iteration 49Q: 3 clusters Score -5663574 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 5982 members 
Entering Unmasked Estep 
Score: -5663547.000000 Penalty: 5084.183594
	Iteration 50Q: 3 clusters Score -5663547 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -5663529.500000 Penalty: 5084.183594
	Iteration 51Q: 3 clusters Score -5663530 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21799 members 
Mstep: Class 2 contains 6494 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5663500 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 6783 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -5663541 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 7065 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5663466 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -5663438.000000 Penalty: 5084.183594
	Iteration 55Q: 3 clusters Score -5663438 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20531 members 
Mstep: Class 2 contains 7762 members 
Entering Unmasked Estep 
Score: -5663345.500000 Penalty: 5084.183594
	Iteration 56Q: 3 clusters Score -5663346 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20154 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -5663397.000000 Penalty: 5084.183594
	Iteration 57Q: 3 clusters Score -5663397 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19767 members 
Mstep: Class 2 contains 8526 members 
Entering Unmasked Estep 
Score: -5663378.500000 Penalty: 5084.183594
	Iteration 58Q: 3 clusters Score -5663378 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 8902 members 
Entering Unmasked Estep 
Score: -5663390.000000 Penalty: 5084.183594
	Iteration 59Q: 3 clusters Score -5663390 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18987 members 
Mstep: Class 2 contains 9306 members 
Entering Unmasked Estep 
Score: -5663462.500000 Penalty: 5084.183594
	Iteration 60F: 3 clusters Score -5663462 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -5663475.500000 Penalty: 5084.183594
	Iteration 61Q: 3 clusters Score -5663476 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17949 members 
Mstep: Class 2 contains 10344 members 
Entering Unmasked Estep 
Score: -5663593.000000 Penalty: 5084.183594
	Iteration 62Q: 3 clusters Score -5663593 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 10865 members 
Entering Unmasked Estep 
Score: -5663610.000000 Penalty: 5084.183594
	Iteration 63Q: 3 clusters Score -5663610 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 11369 members 
Entering Unmasked Estep 
Score: -5663733.000000 Penalty: 5084.183594
	Iteration 64Q: 3 clusters Score -5663733 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16447 members 
Mstep: Class 2 contains 11846 members 
Entering Unmasked Estep 
Score: -5663795.000000 Penalty: 5084.183594
	Iteration 65Q: 3 clusters Score -5663795 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15963 members 
Mstep: Class 2 contains 12330 members 
Entering Unmasked Estep 
Score: -5663837.500000 Penalty: 5084.183594
	Iteration 66Q: 3 clusters Score -5663838 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15526 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -5663898 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15129 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -5663973.500000 Penalty: 5084.183594
	Iteration 68Q: 3 clusters Score -5663974 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14777 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -5664025.500000 Penalty: 5084.183594
	Iteration 69Q: 3 clusters Score -5664026 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -5664039.500000 Penalty: 5084.183594
	Iteration 70Q: 3 clusters Score -5664040 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 14122 members 
Entering Unmasked Estep 
Score: -5664065.000000 Penalty: 5084.183594
	Iteration 71Q: 3 clusters Score -5664065 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13913 members 
Mstep: Class 2 contains 14380 members 
Entering Unmasked Estep 
Score: -5664037.500000 Penalty: 5084.183594
	Iteration 72Q: 3 clusters Score -5664038 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13655 members 
Mstep: Class 2 contains 14638 members 
Entering Unmasked Estep 
Score: -5664079.500000 Penalty: 5084.183594
	Iteration 73Q: 3 clusters Score -5664080 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13433 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -5664071.500000 Penalty: 5084.183594
	Iteration 74Q: 3 clusters Score -5664072 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13211 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -5664053.500000 Penalty: 5084.183594
	Iteration 75Q: 3 clusters Score -5664054 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13012 members 
Mstep: Class 2 contains 15281 members 
Entering Unmasked Estep 
Score: -5664059.500000 Penalty: 5084.183594
	Iteration 76Q: 3 clusters Score -5664060 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12784 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -5664072 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -5664060 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12237 members 
Mstep: Class 2 contains 16056 members 
Entering Unmasked Estep 
Score: -5664042.000000 Penalty: 5084.183594
	Iteration 79Q: 3 clusters Score -5664042 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -5664080 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11482 members 
Mstep: Class 2 contains 16811 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -5664068 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11015 members 
Mstep: Class 2 contains 17278 members 
Entering Unmasked Estep 
Score: -5664070.500000 Penalty: 5084.183594
	Iteration 82Q: 3 clusters Score -5664070 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10559 members 
Mstep: Class 2 contains 17734 members 
Entering Unmasked Estep 
Score: -5664068.500000 Penalty: 5084.183594
	Iteration 83Q: 3 clusters Score -5664068 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 18290 members 
Entering Unmasked Estep 
Score: -5664017.500000 Penalty: 5084.183594
	Iteration 84Q: 3 clusters Score -5664018 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9427 members 
Mstep: Class 2 contains 18866 members 
Entering Unmasked Estep 
Score: -5664074.500000 Penalty: 5084.183594
	Iteration 85Q: 3 clusters Score -5664074 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 19362 members 
Entering Unmasked Estep 
Score: -5664092.500000 Penalty: 5084.183594
	Iteration 86Q: 3 clusters Score -5664092 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -5664165.000000 Penalty: 5084.183594
	Iteration 87Q: 3 clusters Score -5664165 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 20508 members 
Entering Unmasked Estep 
Score: -5664170.500000 Penalty: 5084.183594
	Iteration 88Q: 3 clusters Score -5664170 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7195 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -5664168.500000 Penalty: 5084.183594
	Iteration 89Q: 3 clusters Score -5664168 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6585 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5664192.000000 Penalty: 5084.183594
	Iteration 90Q: 3 clusters Score -5664192 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -5664204.000000 Penalty: 5084.183594
	Iteration 91Q: 3 clusters Score -5664204 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5429 members 
Mstep: Class 2 contains 22864 members 
Entering Unmasked Estep 
Score: -5664147.000000 Penalty: 5084.183594
	Iteration 92Q: 3 clusters Score -5664147 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4883 members 
Mstep: Class 2 contains 23410 members 
Entering Unmasked Estep 
Score: -5664133.000000 Penalty: 5084.183594
	Iteration 93Q: 3 clusters Score -5664133 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -5664127.500000 Penalty: 5084.183594
	Iteration 94Q: 3 clusters Score -5664128 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 24474 members 
Entering Unmasked Estep 
Score: -5664094.500000 Penalty: 5084.183594
	Iteration 95Q: 3 clusters Score -5664094 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
Score: -5664122.000000 Penalty: 5084.183594
	Iteration 96Q: 3 clusters Score -5664122 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3021 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -5664104.500000 Penalty: 5084.183594
	Iteration 97Q: 3 clusters Score -5664104 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 25550 members 
Entering Unmasked Estep 
Score: -5664137.500000 Penalty: 5084.183594
	Iteration 98Q: 3 clusters Score -5664138 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -5664153.000000 Penalty: 5084.183594
	Iteration 99Q: 3 clusters Score -5664153 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 25989 members 
Entering Unmasked Estep 
Score: -5664329.500000 Penalty: 5084.183594
	Iteration 100F: 3 clusters Score -5664330 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2073 members 
Mstep: Class 2 contains 26220 members 
Entering Unmasked Estep 
Score: -5664472.000000 Penalty: 5084.183594
	Iteration 101Q: 3 clusters Score -5664472 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 26389 members 
Entering Unmasked Estep 
Score: -5664578.000000 Penalty: 5084.183594
	Iteration 102Q: 3 clusters Score -5664578 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -5664680.500000 Penalty: 5084.183594
	Iteration 103Q: 3 clusters Score -5664680 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 26659 members 
Entering Unmasked Estep 
Score: -5664774.500000 Penalty: 5084.183594
	Iteration 104Q: 3 clusters Score -5664774 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 26772 members 
Entering Unmasked Estep 
Score: -5664866.000000 Penalty: 5084.183594
	Iteration 105Q: 3 clusters Score -5664866 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 26864 members 
Entering Unmasked Estep 
Score: -5664920.500000 Penalty: 5084.183594
	Iteration 106Q: 3 clusters Score -5664920 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -5664933.000000 Penalty: 5084.183594
	Iteration 107Q: 3 clusters Score -5664933 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 27006 members 
Entering Unmasked Estep 
Score: -5664972.000000 Penalty: 5084.183594
	Iteration 108Q: 3 clusters Score -5664972 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 27073 members 
Entering Unmasked Estep 
Score: -5664990.500000 Penalty: 5084.183594
	Iteration 109Q: 3 clusters Score -5664990 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 27139 members 
Entering Unmasked Estep 
Score: -5665020.000000 Penalty: 5084.183594
	Iteration 110Q: 3 clusters Score -5665020 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 27195 members 
Entering Unmasked Estep 
Score: -5665044.500000 Penalty: 5084.183594
	Iteration 111Q: 3 clusters Score -5665044 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 27235 members 
Entering Unmasked Estep 
Score: -5665062.000000 Penalty: 5084.183594
	Iteration 112Q: 3 clusters Score -5665062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -5665074.000000 Penalty: 5084.183594
	Iteration 113Q: 3 clusters Score -5665074 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 27295 members 
Entering Unmasked Estep 
Score: -5665088.000000 Penalty: 5084.183594
	Iteration 114Q: 3 clusters Score -5665088 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 27320 members 
Entering Unmasked Estep 
Score: -5665102.000000 Penalty: 5084.183594
	Iteration 115Q: 3 clusters Score -5665102 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 27341 members 
Entering Unmasked Estep 
Score: -5665105.000000 Penalty: 5084.183594
	Iteration 116Q: 3 clusters Score -5665105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 27361 members 
Entering Unmasked Estep 
Score: -5665105.000000 Penalty: 5084.183594
	Iteration 117Q: 3 clusters Score -5665105 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 27381 members 
Entering Unmasked Estep 
Score: -5665120.000000 Penalty: 5084.183594
	Iteration 118Q: 3 clusters Score -5665120 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 27392 members 
Entering Unmasked Estep 
Score: -5665121.000000 Penalty: 5084.183594
	Iteration 119Q: 3 clusters Score -5665121 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -5665114.500000 Penalty: 5084.183594
	Iteration 120F: 3 clusters Score -5665114 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 27416 members 
Entering Unmasked Estep 
Score: -5665123.500000 Penalty: 5084.183594
	Iteration 121Q: 3 clusters Score -5665124 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 27428 members 
Entering Unmasked Estep 
Score: -5665119.500000 Penalty: 5084.183594
	Iteration 122Q: 3 clusters Score -5665120 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5665116.000000 Penalty: 5084.183594
	Iteration 123Q: 3 clusters Score -5665116 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 27447 members 
Entering Unmasked Estep 
Score: -5665121.000000 Penalty: 5084.183594
	Iteration 124Q: 3 clusters Score -5665121 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -5665119.000000 Penalty: 5084.183594
	Iteration 125Q: 3 clusters Score -5665119 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 27456 members 
Entering Unmasked Estep 
Score: -5665122.000000 Penalty: 5084.183594
	Iteration 126Q: 3 clusters Score -5665122 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 27457 members 
Entering Unmasked Estep 
Score: -5665126.500000 Penalty: 5084.183594
	Iteration 127Q: 3 clusters Score -5665126 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 27461 members 
Entering Unmasked Estep 
Score: -5665129.000000 Penalty: 5084.183594
	Iteration 128Q: 3 clusters Score -5665129 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 27465 members 
Entering Unmasked Estep 
Score: -5665123.500000 Penalty: 5084.183594
	Iteration 129Q: 3 clusters Score -5665124 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 27466 members 
Entering Unmasked Estep 
Score: -5665121.500000 Penalty: 5084.183594
	Iteration 130Q: 3 clusters Score -5665122 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -5665119.000000 Penalty: 5084.183594
	Iteration 131Q: 3 clusters Score -5665119 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 27467 members 
Entering Unmasked Estep 
Score: -5665119.000000 Penalty: 5084.183594
	Iteration 132F: 3 clusters Score -5665119 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -80723.734375 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -80723.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -79193.351562 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79193.35 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -79370.734375 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -79370.73 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79424.257812 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -79424.26 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -79449.281250 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -79449.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -79458.476562 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -79458.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79461.546875 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -79461.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79467.312500 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -79467.31 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79472.757812 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -79472.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -79476.039062 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -79476.04 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -79476.039062 Penalty: 3067.337891
	Iteration 9F: 3 clusters Score -79476.04 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -53744.839844 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -53744.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -52583.882812 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -52583.88 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -52986.367188 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -52986.37 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -53166.363281 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -53166.36 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -53229.683594 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -53229.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53242.535156 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -53242.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -53242.535156 Penalty: 2905.534668
	Iteration 5F: 3 clusters Score -53242.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -212706.484375 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -212706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -210765.156250 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -210765.2 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -211283.703125 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -211283.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -211474.312500 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -211474.3 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -211587.281250 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -211587.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -211696.562500 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -211696.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -211800.156250 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -211800.2 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -211905.859375 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -211905.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -211993.984375 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -211994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -212044.781250 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -212044.8 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -212081.562500 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -212081.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -212100.640625 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -212100.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -212110.546875 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -212110.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -212118.656250 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -212118.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -212123.859375 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -212123.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -212125.125000 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -212125.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -212127.875000 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -212127.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -212129.000000 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -212129 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -212129.281250 Penalty: 3480.683105
	Iteration 17F: 3 clusters Score -212129.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -212134.500000 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -212134.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -212143.109375 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -212143.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -212145.609375 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -212145.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -102216.226562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -102216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -100596.796875 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -100596.8 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -100756.796875 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -100756.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -100814.625000 Penalty: 3184.317383
	Iteration 2Q: 3 clusters Score -100814.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -100834.460938 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -100834.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -100850.007812 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -100850 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -100858.710938 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -100858.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -100868.117188 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -100868.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100869.601562 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -100869.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100870.914062 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -100870.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100874.726562 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -100874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -100877.085938 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -100877.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100878.960938 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -100879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -100878.960938 Penalty: 3184.317383
	Iteration 12F: 3 clusters Score -100879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -89970.000000 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -89970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -88425.109375 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -88425.11 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -88634.734375 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -88634.73 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -88710.710938 Penalty: 3124.278809
	Iteration 2Q: 3 clusters Score -88710.71 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -88816.968750 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -88816.97 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -88927.640625 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -88927.64 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -89037.203125 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -89037.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -89125.554688 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -89125.55 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -89203.625000 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -89203.62 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -89239.429688 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -89239.43 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -89254.960938 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -89254.96 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -89273.242188 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -89273.24 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -89283.289062 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -89283.29 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -89296.382812 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -89296.38 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -89344.757812 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -89344.76 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -89452.351562 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -89452.35 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -89581.242188 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -89581.24 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -89693.125000 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -89693.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -89771.648438 Penalty: 3124.278809
	Iteration 17Q: 3 clusters Score -89771.65 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -89797.234375 Penalty: 3124.278809
	Iteration 18Q: 3 clusters Score -89797.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -89816.281250 Penalty: 3124.278809
	Iteration 19Q: 3 clusters Score -89816.28 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -89846.328125 Penalty: 3124.278809
	Iteration 20F: 3 clusters Score -89846.33 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89891.226562 Penalty: 3124.278809
	Iteration 21Q: 3 clusters Score -89891.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -89916.523438 Penalty: 3124.278809
	Iteration 22Q: 3 clusters Score -89916.52 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -89953.773438 Penalty: 3124.278809
	Iteration 23Q: 3 clusters Score -89953.77 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -89993.625000 Penalty: 3124.278809
	Iteration 24Q: 3 clusters Score -89993.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -90013.984375 Penalty: 3124.278809
	Iteration 25Q: 3 clusters Score -90013.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -90023.523438 Penalty: 3124.278809
	Iteration 26Q: 3 clusters Score -90023.52 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90034.500000 Penalty: 3124.278809
	Iteration 27Q: 3 clusters Score -90034.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90042.140625 Penalty: 3124.278809
	Iteration 28Q: 3 clusters Score -90042.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -90045.539062 Penalty: 3124.278809
	Iteration 29Q: 3 clusters Score -90045.54 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -90085.023438 Penalty: 3124.278809
	Iteration 30Q: 3 clusters Score -90085.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90184.085938 Penalty: 3124.278809
	Iteration 31Q: 3 clusters Score -90184.09 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90197.031250 Penalty: 3124.278809
	Iteration 32Q: 3 clusters Score -90197.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -90197.031250 Penalty: 3124.278809
	Iteration 33F: 3 clusters Score -90197.03 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 28485 members 
Mstep: Class 3 contains 46994 members 
Mstep: Class 4 contains 5237 members 
Mstep: Class 5 contains 27734 members 
Mstep: Class 6 contains 22682 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46020 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 24750 members 
Mstep: Class 11 contains 51177 members 
Mstep: Class 12 contains 69790 members 
Mstep: Class 13 contains 52797 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 29302 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43154 members 
Mstep: Class 18 contains 46447 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24062 members 
Mstep: Class 22 contains 41290 members 
Mstep: Class 23 contains 17612 members 
Mstep: Class 24 contains 26898 members 
Mstep: Class 25 contains 323 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46248 members 
Mstep: Class 28 contains 21580 members 
Mstep: Class 29 contains 26559 members 
Mstep: Class 30 contains 59741 members 
Mstep: Class 31 contains 54087 members 
Mstep: Class 32 contains 66368 members 
Mstep: Class 33 contains 18274 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19329 members 
Mstep: Class 36 contains 46585 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29288 members 
Mstep: Class 40 contains 28293 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 221 members 
Mstep: Class 46 contains 21646 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44294 members 
Entering Unmasked Estep 
Score: -207973984.000000 Penalty: 169222.343750
Splitting cluster 45 changes total score from -207975776.000000 to -207973984.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (21646 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21646 members 
Entering Unmasked Estep 
Score: -4336560.000000 Penalty: 2475.678955
	Iteration 0F: 2 clusters Score -4336560 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10948 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -4321656.500000 Penalty: 4951.357910
	Iteration 0F: 3 clusters Score -4321656 nChanged 9515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 10067 members 
Entering Unmasked Estep 
Score: -4326802.000000 Penalty: 4951.357910
	Iteration 1F: 3 clusters Score -4326802 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 9594 members 
Entering Unmasked Estep 
Score: -4327267.000000 Penalty: 4951.357910
	Iteration 2F: 3 clusters Score -4327267 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 8974 members 
Entering Unmasked Estep 
Score: -4327741.000000 Penalty: 4951.357910
	Iteration 3F: 3 clusters Score -4327741 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13474 members 
Mstep: Class 2 contains 8172 members 
Entering Unmasked Estep 
Score: -4328267.000000 Penalty: 4951.357910
	Iteration 4Q: 3 clusters Score -4328267 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 7169 members 
Entering Unmasked Estep 
Score: -4328943.500000 Penalty: 4951.357910
	Iteration 5F: 3 clusters Score -4328944 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15655 members 
Mstep: Class 2 contains 5991 members 
Entering Unmasked Estep 
Score: -4329758.000000 Penalty: 4951.357910
	Iteration 6F: 3 clusters Score -4329758 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16948 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -4330713.000000 Penalty: 4951.357910
	Iteration 7F: 3 clusters Score -4330713 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -4331734.500000 Penalty: 4951.357910
	Iteration 8F: 3 clusters Score -4331734 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -4332646.000000 Penalty: 4951.357910
	Iteration 9Q: 3 clusters Score -4332646 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20042 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -4333311.500000 Penalty: 4951.357910
	Iteration 10Q: 3 clusters Score -4333312 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -4333760.000000 Penalty: 4951.357910
	Iteration 11Q: 3 clusters Score -4333760 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20858 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -4334012.500000 Penalty: 4951.357910
	Iteration 12Q: 3 clusters Score -4334012 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -4334153.000000 Penalty: 4951.357910
	Iteration 13Q: 3 clusters Score -4334153 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -4334227.500000 Penalty: 4951.357910
	Iteration 14Q: 3 clusters Score -4334228 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4334277.000000 Penalty: 4951.357910
	Iteration 15Q: 3 clusters Score -4334277 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4334302.500000 Penalty: 4951.357910
	Iteration 16Q: 3 clusters Score -4334302 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21207 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -4334325.000000 Penalty: 4951.357910
	Iteration 17Q: 3 clusters Score -4334325 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21224 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -4334346.000000 Penalty: 4951.357910
	Iteration 18Q: 3 clusters Score -4334346 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21235 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4334359.500000 Penalty: 4951.357910
	Iteration 19Q: 3 clusters Score -4334360 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21240 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4334370.000000 Penalty: 4951.357910
	Iteration 20F: 3 clusters Score -4334370 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -4334377.500000 Penalty: 4951.357910
	Iteration 21Q: 3 clusters Score -4334378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -4334384.500000 Penalty: 4951.357910
	Iteration 22Q: 3 clusters Score -4334384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4334390.000000 Penalty: 4951.357910
	Iteration 23Q: 3 clusters Score -4334390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21260 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -4334396.500000 Penalty: 4951.357910
	Iteration 24Q: 3 clusters Score -4334396 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21261 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -4334401.000000 Penalty: 4951.357910
	Iteration 25Q: 3 clusters Score -4334401 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -4334400.500000 Penalty: 4951.357910
	Iteration 26Q: 3 clusters Score -4334400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21264 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -4334404.000000 Penalty: 4951.357910
	Iteration 27Q: 3 clusters Score -4334404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -4334402.500000 Penalty: 4951.357910
	Iteration 28Q: 3 clusters Score -4334402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21269 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -4334406.000000 Penalty: 4951.357910
	Iteration 29Q: 3 clusters Score -4334406 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21275 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -4334420.500000 Penalty: 4951.357910
	Iteration 30Q: 3 clusters Score -4334420 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4334423.000000 Penalty: 4951.357910
	Iteration 31Q: 3 clusters Score -4334423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4334423.000000 Penalty: 4951.357910
	Iteration 32F: 3 clusters Score -4334423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -81383.726562 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -81383.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -79847.054688 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79847.05 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -80012.921875 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -80012.92 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -80069.093750 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -80069.09 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -80079.148438 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -80079.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -80093.453125 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -80093.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80100.343750 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -80100.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80104.242188 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -80104.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -80104.242188 Penalty: 3067.337891
	Iteration 7F: 3 clusters Score -80104.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -73726.085938 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -73726.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -72249.882812 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -72249.88 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -72419.093750 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -72419.09 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72456.546875 Penalty: 3051.755371
	Iteration 2Q: 3 clusters Score -72456.55 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72487.617188 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -72487.62 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72503.351562 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -72503.35 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72518.140625 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -72518.14 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72537.546875 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -72537.55 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -72574.812500 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -72574.81 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -72636.062500 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -72636.06 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -72686.703125 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -72686.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 195 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -72726.609375 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -72726.61 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -72755.789062 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -72755.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -72769.453125 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -72769.45 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -72779.843750 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -72779.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -72782.882812 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -72782.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72792.335938 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -72792.34 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -72792.335938 Penalty: 3051.755371
	Iteration 16F: 3 clusters Score -72792.34 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (44294 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44294 members 
Entering Unmasked Estep 
Score: -8525012.000000 Penalty: 2653.253906
	Iteration 0F: 2 clusters Score -8525012 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 22212 members 
Entering Unmasked Estep 
Score: -8498543.000000 Penalty: 5306.507812
	Iteration 0F: 3 clusters Score -8498543 nChanged 20311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 22387 members 
Entering Unmasked Estep 
Score: -8509555.000000 Penalty: 5306.507812
	Iteration 1F: 3 clusters Score -8509555 nChanged 1733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21776 members 
Mstep: Class 2 contains 22518 members 
Entering Unmasked Estep 
Score: -8510045.000000 Penalty: 5306.507812
	Iteration 2Q: 3 clusters Score -8510045 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21517 members 
Mstep: Class 2 contains 22777 members 
Entering Unmasked Estep 
Score: -8510422.000000 Penalty: 5306.507812
	Iteration 3Q: 3 clusters Score -8510422 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21184 members 
Mstep: Class 2 contains 23110 members 
Entering Unmasked Estep 
Score: -8510757.000000 Penalty: 5306.507812
	Iteration 4Q: 3 clusters Score -8510757 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20732 members 
Mstep: Class 2 contains 23562 members 
Entering Unmasked Estep 
Score: -8511187.000000 Penalty: 5306.507812
	Iteration 5Q: 3 clusters Score -8511187 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 24225 members 
Entering Unmasked Estep 
Score: -8511541.000000 Penalty: 5306.507812
	Iteration 6Q: 3 clusters Score -8511541 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -8512032.000000 Penalty: 5306.507812
	Iteration 7Q: 3 clusters Score -8512032 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 26499 members 
Entering Unmasked Estep 
Score: -8512656.000000 Penalty: 5306.507812
	Iteration 8Q: 3 clusters Score -8512656 nChanged 1953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16086 members 
Mstep: Class 2 contains 28208 members 
Entering Unmasked Estep 
Score: -8513539.000000 Penalty: 5306.507812
	Iteration 9Q: 3 clusters Score -8513539 nChanged 2300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13926 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -8514893.000000 Penalty: 5306.507812
	Iteration 10F: 3 clusters Score -8514893 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11433 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -8516655.000000 Penalty: 5306.507812
	Iteration 11F: 3 clusters Score -8516655 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8847 members 
Mstep: Class 2 contains 35447 members 
Entering Unmasked Estep 
Score: -8518534.000000 Penalty: 5306.507812
	Iteration 12F: 3 clusters Score -8518534 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6625 members 
Mstep: Class 2 contains 37669 members 
Entering Unmasked Estep 
Score: -8520078.000000 Penalty: 5306.507812
	Iteration 13F: 3 clusters Score -8520078 nChanged 1817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 39394 members 
Entering Unmasked Estep 
Score: -8521238.000000 Penalty: 5306.507812
	Iteration 14Q: 3 clusters Score -8521238 nChanged 1331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 40665 members 
Entering Unmasked Estep 
Score: -8521968.000000 Penalty: 5306.507812
	Iteration 15Q: 3 clusters Score -8521968 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 41631 members 
Entering Unmasked Estep 
Score: -8522347.000000 Penalty: 5306.507812
	Iteration 16Q: 3 clusters Score -8522347 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -8522578.000000 Penalty: 5306.507812
	Iteration 17Q: 3 clusters Score -8522578 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 42800 members 
Entering Unmasked Estep 
Score: -8522651.000000 Penalty: 5306.507812
	Iteration 18Q: 3 clusters Score -8522651 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -8522736.000000 Penalty: 5306.507812
	Iteration 19Q: 3 clusters Score -8522736 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 43363 members 
Entering Unmasked Estep 
Score: -8522738.000000 Penalty: 5306.507812
	Iteration 20F: 3 clusters Score -8522738 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 43522 members 
Entering Unmasked Estep 
Score: -8522761.000000 Penalty: 5306.507812
	Iteration 21Q: 3 clusters Score -8522761 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 43617 members 
Entering Unmasked Estep 
Score: -8522786.000000 Penalty: 5306.507812
	Iteration 22Q: 3 clusters Score -8522786 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 43693 members 
Entering Unmasked Estep 
Score: -8522800.000000 Penalty: 5306.507812
	Iteration 23Q: 3 clusters Score -8522800 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 43742 members 
Entering Unmasked Estep 
Score: -8522793.000000 Penalty: 5306.507812
	Iteration 24Q: 3 clusters Score -8522793 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -8522818.000000 Penalty: 5306.507812
	Iteration 25Q: 3 clusters Score -8522818 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8522845.000000 Penalty: 5306.507812
	Iteration 26Q: 3 clusters Score -8522845 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 43825 members 
Entering Unmasked Estep 
Score: -8522856.000000 Penalty: 5306.507812
	Iteration 27Q: 3 clusters Score -8522856 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -8522865.000000 Penalty: 5306.507812
	Iteration 28Q: 3 clusters Score -8522865 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 43856 members 
Entering Unmasked Estep 
Score: -8522859.000000 Penalty: 5306.507812
	Iteration 29Q: 3 clusters Score -8522859 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 43867 members 
Entering Unmasked Estep 
Score: -8522859.000000 Penalty: 5306.507812
	Iteration 30Q: 3 clusters Score -8522859 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 43877 members 
Entering Unmasked Estep 
Score: -8522863.000000 Penalty: 5306.507812
	Iteration 31Q: 3 clusters Score -8522863 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 43882 members 
Entering Unmasked Estep 
Score: -8522872.000000 Penalty: 5306.507812
	Iteration 32Q: 3 clusters Score -8522872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -8522887.000000 Penalty: 5306.507812
	Iteration 33Q: 3 clusters Score -8522887 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 43891 members 
Entering Unmasked Estep 
Score: -8522882.000000 Penalty: 5306.507812
	Iteration 34Q: 3 clusters Score -8522882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -8522893.000000 Penalty: 5306.507812
	Iteration 35Q: 3 clusters Score -8522893 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 43898 members 
Entering Unmasked Estep 
Score: -8522891.000000 Penalty: 5306.507812
	Iteration 36Q: 3 clusters Score -8522891 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 43901 members 
Entering Unmasked Estep 
Score: -8522886.000000 Penalty: 5306.507812
	Iteration 37Q: 3 clusters Score -8522886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 43903 members 
Entering Unmasked Estep 
Score: -8522886.000000 Penalty: 5306.507812
	Iteration 38Q: 3 clusters Score -8522886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -8522883.000000 Penalty: 5306.507812
	Iteration 39Q: 3 clusters Score -8522883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -8522890.000000 Penalty: 5306.507812
	Iteration 40F: 3 clusters Score -8522890 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 43909 members 
Entering Unmasked Estep 
Score: -8522892.000000 Penalty: 5306.507812
	Iteration 41Q: 3 clusters Score -8522892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 43911 members 
Entering Unmasked Estep 
Score: -8522891.000000 Penalty: 5306.507812
	Iteration 42Q: 3 clusters Score -8522891 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 43912 members 
Entering Unmasked Estep 
Score: -8522890.000000 Penalty: 5306.507812
	Iteration 43Q: 3 clusters Score -8522890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 43913 members 
Entering Unmasked Estep 
Score: -8522889.000000 Penalty: 5306.507812
	Iteration 44Q: 3 clusters Score -8522889 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -8522889.000000 Penalty: 5306.507812
	Iteration 45Q: 3 clusters Score -8522889 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8522884.000000 Penalty: 5306.507812
	Iteration 46Q: 3 clusters Score -8522884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 43916 members 
Entering Unmasked Estep 
Score: -8522884.000000 Penalty: 5306.507812
	Iteration 47F: 3 clusters Score -8522884 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 28485 members 
Mstep: Class 3 contains 46994 members 
Mstep: Class 4 contains 5237 members 
Mstep: Class 5 contains 27734 members 
Mstep: Class 6 contains 22682 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46020 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 24750 members 
Mstep: Class 11 contains 51177 members 
Mstep: Class 12 contains 69790 members 
Mstep: Class 13 contains 52797 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 29302 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43154 members 
Mstep: Class 18 contains 46447 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24062 members 
Mstep: Class 22 contains 41290 members 
Mstep: Class 23 contains 17612 members 
Mstep: Class 24 contains 26898 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46248 members 
Mstep: Class 28 contains 21580 members 
Mstep: Class 29 contains 26559 members 
Mstep: Class 30 contains 59741 members 
Mstep: Class 31 contains 54087 members 
Mstep: Class 32 contains 66368 members 
Mstep: Class 33 contains 18274 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19329 members 
Mstep: Class 36 contains 46585 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29288 members 
Mstep: Class 40 contains 28293 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21646 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44294 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975680.000000 Penalty: 165768.828125
Iteration 359Q: 49 clusters Score -2.079757e+08 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28456 members 
Mstep: Class 3 contains 46984 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 27657 members 
Mstep: Class 6 contains 22919 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46037 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 24835 members 
Mstep: Class 11 contains 51168 members 
Mstep: Class 12 contains 69796 members 
Mstep: Class 13 contains 52799 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 29316 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43097 members 
Mstep: Class 18 contains 46444 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24086 members 
Mstep: Class 22 contains 41272 members 
Mstep: Class 23 contains 17626 members 
Mstep: Class 24 contains 26850 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46230 members 
Mstep: Class 28 contains 21575 members 
Mstep: Class 29 contains 26564 members 
Mstep: Class 30 contains 59736 members 
Mstep: Class 31 contains 54095 members 
Mstep: Class 32 contains 66389 members 
Mstep: Class 33 contains 18273 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19280 members 
Mstep: Class 36 contains 46602 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29227 members 
Mstep: Class 40 contains 28262 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21688 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44221 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975856.000000 Penalty: 165768.828125
Iteration 360F: 49 clusters Score -2.079759e+08 nChanged 2296
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28428 members 
Mstep: Class 3 contains 46968 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 27553 members 
Mstep: Class 6 contains 23139 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46047 members 
Mstep: Class 9 contains 8250 members 
Mstep: Class 10 contains 24926 members 
Mstep: Class 11 contains 51167 members 
Mstep: Class 12 contains 69800 members 
Mstep: Class 13 contains 52795 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 29324 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43060 members 
Mstep: Class 18 contains 46446 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24092 members 
Mstep: Class 22 contains 41267 members 
Mstep: Class 23 contains 17634 members 
Mstep: Class 24 contains 26804 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46235 members 
Mstep: Class 28 contains 21569 members 
Mstep: Class 29 contains 26567 members 
Mstep: Class 30 contains 59727 members 
Mstep: Class 31 contains 54106 members 
Mstep: Class 32 contains 66397 members 
Mstep: Class 33 contains 18269 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19242 members 
Mstep: Class 36 contains 46608 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29178 members 
Mstep: Class 40 contains 28241 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21718 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44174 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975728.000000 Penalty: 165768.828125
Iteration 361Q: 49 clusters Score -2.079757e+08 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28409 members 
Mstep: Class 3 contains 46967 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 27446 members 
Mstep: Class 6 contains 23362 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46080 members 
Mstep: Class 9 contains 8250 members 
Mstep: Class 10 contains 24994 members 
Mstep: Class 11 contains 51165 members 
Mstep: Class 12 contains 69810 members 
Mstep: Class 13 contains 52793 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 29313 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43055 members 
Mstep: Class 18 contains 46466 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24073 members 
Mstep: Class 22 contains 41257 members 
Mstep: Class 23 contains 17627 members 
Mstep: Class 24 contains 26745 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46237 members 
Mstep: Class 28 contains 21566 members 
Mstep: Class 29 contains 26559 members 
Mstep: Class 30 contains 59715 members 
Mstep: Class 31 contains 54099 members 
Mstep: Class 32 contains 66401 members 
Mstep: Class 33 contains 18263 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19199 members 
Mstep: Class 36 contains 46592 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29155 members 
Mstep: Class 40 contains 28226 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21770 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44138 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975600.000000 Penalty: 165768.828125
Iteration 362Q: 49 clusters Score -2.079756e+08 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28404 members 
Mstep: Class 3 contains 46973 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 27338 members 
Mstep: Class 6 contains 23559 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46127 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 25056 members 
Mstep: Class 11 contains 51151 members 
Mstep: Class 12 contains 69811 members 
Mstep: Class 13 contains 52787 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 29300 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43036 members 
Mstep: Class 18 contains 46488 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24083 members 
Mstep: Class 22 contains 41244 members 
Mstep: Class 23 contains 17621 members 
Mstep: Class 24 contains 26702 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46202 members 
Mstep: Class 28 contains 21562 members 
Mstep: Class 29 contains 26555 members 
Mstep: Class 30 contains 59726 members 
Mstep: Class 31 contains 54093 members 
Mstep: Class 32 contains 66399 members 
Mstep: Class 33 contains 18259 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19159 members 
Mstep: Class 36 contains 46594 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29108 members 
Mstep: Class 40 contains 28200 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21822 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976016.000000 Penalty: 165768.828125
Iteration 363Q: 49 clusters Score -2.07976e+08 nChanged 2235
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28392 members 
Mstep: Class 3 contains 46995 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 27245 members 
Mstep: Class 6 contains 23754 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46194 members 
Mstep: Class 9 contains 8253 members 
Mstep: Class 10 contains 25110 members 
Mstep: Class 11 contains 51132 members 
Mstep: Class 12 contains 69818 members 
Mstep: Class 13 contains 52783 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 29277 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43002 members 
Mstep: Class 18 contains 46519 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24071 members 
Mstep: Class 22 contains 41231 members 
Mstep: Class 23 contains 17619 members 
Mstep: Class 24 contains 26646 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46112 members 
Mstep: Class 28 contains 21559 members 
Mstep: Class 29 contains 26563 members 
Mstep: Class 30 contains 59731 members 
Mstep: Class 31 contains 54094 members 
Mstep: Class 32 contains 66389 members 
Mstep: Class 33 contains 18254 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19125 members 
Mstep: Class 36 contains 46584 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29065 members 
Mstep: Class 40 contains 28200 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21861 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44149 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975872.000000 Penalty: 165768.828125
Iteration 364Q: 49 clusters Score -2.079759e+08 nChanged 2160
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28395 members 
Mstep: Class 3 contains 46986 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 27161 members 
Mstep: Class 6 contains 23924 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46242 members 
Mstep: Class 9 contains 8253 members 
Mstep: Class 10 contains 25161 members 
Mstep: Class 11 contains 51122 members 
Mstep: Class 12 contains 69824 members 
Mstep: Class 13 contains 52790 members 
Mstep: Class 14 contains 4688 members 
Mstep: Class 15 contains 29284 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42980 members 
Mstep: Class 18 contains 46543 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24042 members 
Mstep: Class 22 contains 41218 members 
Mstep: Class 23 contains 17615 members 
Mstep: Class 24 contains 26587 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46088 members 
Mstep: Class 28 contains 21558 members 
Mstep: Class 29 contains 26571 members 
Mstep: Class 30 contains 59725 members 
Mstep: Class 31 contains 54081 members 
Mstep: Class 32 contains 66396 members 
Mstep: Class 33 contains 18249 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19090 members 
Mstep: Class 36 contains 46584 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29033 members 
Mstep: Class 40 contains 28174 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21899 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44151 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976176.000000 Penalty: 165768.828125
Iteration 365Q: 49 clusters Score -2.079762e+08 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 28398 members 
Mstep: Class 3 contains 46987 members 
Mstep: Class 4 contains 5246 members 
Mstep: Class 5 contains 27067 members 
Mstep: Class 6 contains 24077 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46275 members 
Mstep: Class 9 contains 8251 members 
Mstep: Class 10 contains 25213 members 
Mstep: Class 11 contains 51108 members 
Mstep: Class 12 contains 69827 members 
Mstep: Class 13 contains 52799 members 
Mstep: Class 14 contains 4689 members 
Mstep: Class 15 contains 29270 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42954 members 
Mstep: Class 18 contains 46577 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23991 members 
Mstep: Class 22 contains 41199 members 
Mstep: Class 23 contains 17613 members 
Mstep: Class 24 contains 26527 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46102 members 
Mstep: Class 28 contains 21556 members 
Mstep: Class 29 contains 26572 members 
Mstep: Class 30 contains 59705 members 
Mstep: Class 31 contains 54096 members 
Mstep: Class 32 contains 66404 members 
Mstep: Class 33 contains 18244 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19057 members 
Mstep: Class 36 contains 46560 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 29005 members 
Mstep: Class 40 contains 28182 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21943 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44163 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976000.000000 Penalty: 165768.828125
Iteration 366Q: 49 clusters Score -2.07976e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28399 members 
Mstep: Class 3 contains 46980 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 26964 members 
Mstep: Class 6 contains 24257 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46303 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 25260 members 
Mstep: Class 11 contains 51100 members 
Mstep: Class 12 contains 69838 members 
Mstep: Class 13 contains 52795 members 
Mstep: Class 14 contains 4687 members 
Mstep: Class 15 contains 29248 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42937 members 
Mstep: Class 18 contains 46597 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23979 members 
Mstep: Class 22 contains 41190 members 
Mstep: Class 23 contains 17601 members 
Mstep: Class 24 contains 26459 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46112 members 
Mstep: Class 28 contains 21556 members 
Mstep: Class 29 contains 26585 members 
Mstep: Class 30 contains 59686 members 
Mstep: Class 31 contains 54093 members 
Mstep: Class 32 contains 66408 members 
Mstep: Class 33 contains 18242 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 19020 members 
Mstep: Class 36 contains 46550 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28984 members 
Mstep: Class 40 contains 28184 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 21961 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44192 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976304.000000 Penalty: 165768.828125
Iteration 367Q: 49 clusters Score -2.079763e+08 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28369 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 26864 members 
Mstep: Class 6 contains 24409 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46330 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 25307 members 
Mstep: Class 11 contains 51074 members 
Mstep: Class 12 contains 69852 members 
Mstep: Class 13 contains 52793 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 29227 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42901 members 
Mstep: Class 18 contains 46616 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23945 members 
Mstep: Class 22 contains 41153 members 
Mstep: Class 23 contains 17598 members 
Mstep: Class 24 contains 26385 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46107 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 26599 members 
Mstep: Class 30 contains 59684 members 
Mstep: Class 31 contains 54096 members 
Mstep: Class 32 contains 66421 members 
Mstep: Class 33 contains 18244 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18986 members 
Mstep: Class 36 contains 46555 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28973 members 
Mstep: Class 40 contains 28196 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22001 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44241 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976320.000000 Penalty: 165768.828125
Iteration 368Q: 49 clusters Score -2.079763e+08 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28363 members 
Mstep: Class 3 contains 46979 members 
Mstep: Class 4 contains 5245 members 
Mstep: Class 5 contains 26753 members 
Mstep: Class 6 contains 24575 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46381 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 25336 members 
Mstep: Class 11 contains 51038 members 
Mstep: Class 12 contains 69867 members 
Mstep: Class 13 contains 52793 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 29224 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42890 members 
Mstep: Class 18 contains 46623 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23926 members 
Mstep: Class 22 contains 41163 members 
Mstep: Class 23 contains 17588 members 
Mstep: Class 24 contains 26304 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46089 members 
Mstep: Class 28 contains 21551 members 
Mstep: Class 29 contains 26615 members 
Mstep: Class 30 contains 59670 members 
Mstep: Class 31 contains 54102 members 
Mstep: Class 32 contains 66437 members 
Mstep: Class 33 contains 18239 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18955 members 
Mstep: Class 36 contains 46571 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28958 members 
Mstep: Class 40 contains 28165 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22049 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976672.000000 Penalty: 165768.828125
Iteration 369Q: 49 clusters Score -2.079767e+08 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28358 members 
Mstep: Class 3 contains 47004 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 26643 members 
Mstep: Class 6 contains 24722 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46413 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 25342 members 
Mstep: Class 11 contains 51032 members 
Mstep: Class 12 contains 69886 members 
Mstep: Class 13 contains 52802 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 29217 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42879 members 
Mstep: Class 18 contains 46648 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23885 members 
Mstep: Class 22 contains 41145 members 
Mstep: Class 23 contains 17589 members 
Mstep: Class 24 contains 26223 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46058 members 
Mstep: Class 28 contains 21550 members 
Mstep: Class 29 contains 26616 members 
Mstep: Class 30 contains 59665 members 
Mstep: Class 31 contains 54111 members 
Mstep: Class 32 contains 66439 members 
Mstep: Class 33 contains 18238 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18913 members 
Mstep: Class 36 contains 46579 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28911 members 
Mstep: Class 40 contains 28177 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22119 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44319 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976512.000000 Penalty: 165768.828125
Iteration 370Q: 49 clusters Score -2.079765e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28378 members 
Mstep: Class 3 contains 47024 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 26513 members 
Mstep: Class 6 contains 24897 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46466 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 25362 members 
Mstep: Class 11 contains 51029 members 
Mstep: Class 12 contains 69891 members 
Mstep: Class 13 contains 52793 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 29205 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42864 members 
Mstep: Class 18 contains 46663 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23875 members 
Mstep: Class 22 contains 41112 members 
Mstep: Class 23 contains 17594 members 
Mstep: Class 24 contains 26149 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46032 members 
Mstep: Class 28 contains 21550 members 
Mstep: Class 29 contains 26615 members 
Mstep: Class 30 contains 59659 members 
Mstep: Class 31 contains 54121 members 
Mstep: Class 32 contains 66454 members 
Mstep: Class 33 contains 18233 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18866 members 
Mstep: Class 36 contains 46579 members 
Mstep: Class 37 contains 1684 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28857 members 
Mstep: Class 40 contains 28182 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22179 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976448.000000 Penalty: 165768.828125
Iteration 371Q: 49 clusters Score -2.079764e+08 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7157 members 
Mstep: Class 2 contains 28403 members 
Mstep: Class 3 contains 47041 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 26382 members 
Mstep: Class 6 contains 25085 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46489 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 25373 members 
Mstep: Class 11 contains 51036 members 
Mstep: Class 12 contains 69893 members 
Mstep: Class 13 contains 52792 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 29183 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42872 members 
Mstep: Class 18 contains 46660 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23891 members 
Mstep: Class 22 contains 41074 members 
Mstep: Class 23 contains 17598 members 
Mstep: Class 24 contains 26074 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46048 members 
Mstep: Class 28 contains 21547 members 
Mstep: Class 29 contains 26613 members 
Mstep: Class 30 contains 59659 members 
Mstep: Class 31 contains 54126 members 
Mstep: Class 32 contains 66464 members 
Mstep: Class 33 contains 18233 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18820 members 
Mstep: Class 36 contains 46578 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28828 members 
Mstep: Class 40 contains 28142 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22217 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976560.000000 Penalty: 165768.828125
Iteration 372Q: 49 clusters Score -2.079766e+08 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28434 members 
Mstep: Class 3 contains 47077 members 
Mstep: Class 4 contains 5242 members 
Mstep: Class 5 contains 26263 members 
Mstep: Class 6 contains 25262 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46492 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 25373 members 
Mstep: Class 11 contains 51047 members 
Mstep: Class 12 contains 69903 members 
Mstep: Class 13 contains 52796 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 29168 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42864 members 
Mstep: Class 18 contains 46664 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23896 members 
Mstep: Class 22 contains 41040 members 
Mstep: Class 23 contains 17599 members 
Mstep: Class 24 contains 25983 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46034 members 
Mstep: Class 28 contains 21542 members 
Mstep: Class 29 contains 26605 members 
Mstep: Class 30 contains 59639 members 
Mstep: Class 31 contains 54134 members 
Mstep: Class 32 contains 66490 members 
Mstep: Class 33 contains 18230 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18783 members 
Mstep: Class 36 contains 46565 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28806 members 
Mstep: Class 40 contains 28113 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22269 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976608.000000 Penalty: 165768.828125
Iteration 373Q: 49 clusters Score -2.079766e+08 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7156 members 
Mstep: Class 2 contains 28441 members 
Mstep: Class 3 contains 47110 members 
Mstep: Class 4 contains 5242 members 
Mstep: Class 5 contains 26149 members 
Mstep: Class 6 contains 25434 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46508 members 
Mstep: Class 9 contains 8247 members 
Mstep: Class 10 contains 25384 members 
Mstep: Class 11 contains 51050 members 
Mstep: Class 12 contains 69922 members 
Mstep: Class 13 contains 52797 members 
Mstep: Class 14 contains 4686 members 
Mstep: Class 15 contains 29167 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42879 members 
Mstep: Class 18 contains 46677 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23920 members 
Mstep: Class 22 contains 41007 members 
Mstep: Class 23 contains 17608 members 
Mstep: Class 24 contains 25915 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46041 members 
Mstep: Class 28 contains 21543 members 
Mstep: Class 29 contains 26594 members 
Mstep: Class 30 contains 59621 members 
Mstep: Class 31 contains 54124 members 
Mstep: Class 32 contains 66503 members 
Mstep: Class 33 contains 18215 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18729 members 
Mstep: Class 36 contains 46562 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28736 members 
Mstep: Class 40 contains 28120 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22302 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44424 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976128.000000 Penalty: 165768.828125
Iteration 374Q: 49 clusters Score -2.079761e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 28457 members 
Mstep: Class 3 contains 47128 members 
Mstep: Class 4 contains 5241 members 
Mstep: Class 5 contains 26062 members 
Mstep: Class 6 contains 25598 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46506 members 
Mstep: Class 9 contains 8247 members 
Mstep: Class 10 contains 25380 members 
Mstep: Class 11 contains 51048 members 
Mstep: Class 12 contains 69929 members 
Mstep: Class 13 contains 52794 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 29163 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42899 members 
Mstep: Class 18 contains 46694 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23927 members 
Mstep: Class 22 contains 40969 members 
Mstep: Class 23 contains 17612 members 
Mstep: Class 24 contains 25843 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46070 members 
Mstep: Class 28 contains 21540 members 
Mstep: Class 29 contains 26585 members 
Mstep: Class 30 contains 59636 members 
Mstep: Class 31 contains 54117 members 
Mstep: Class 32 contains 66507 members 
Mstep: Class 33 contains 18209 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18686 members 
Mstep: Class 36 contains 46554 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28649 members 
Mstep: Class 40 contains 28150 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22354 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44420 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976064.000000 Penalty: 165768.828125
Iteration 375Q: 49 clusters Score -2.079761e+08 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 28460 members 
Mstep: Class 3 contains 47154 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 25971 members 
Mstep: Class 6 contains 25804 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46520 members 
Mstep: Class 9 contains 8247 members 
Mstep: Class 10 contains 25377 members 
Mstep: Class 11 contains 51061 members 
Mstep: Class 12 contains 69931 members 
Mstep: Class 13 contains 52786 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 29167 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42897 members 
Mstep: Class 18 contains 46709 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23945 members 
Mstep: Class 22 contains 40961 members 
Mstep: Class 23 contains 17610 members 
Mstep: Class 24 contains 25737 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46060 members 
Mstep: Class 28 contains 21538 members 
Mstep: Class 29 contains 26585 members 
Mstep: Class 30 contains 59634 members 
Mstep: Class 31 contains 54110 members 
Mstep: Class 32 contains 66505 members 
Mstep: Class 33 contains 18209 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18651 members 
Mstep: Class 36 contains 46538 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28588 members 
Mstep: Class 40 contains 28188 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22374 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44415 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975808.000000 Penalty: 165768.828125
Iteration 376Q: 49 clusters Score -2.079758e+08 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28468 members 
Mstep: Class 3 contains 47175 members 
Mstep: Class 4 contains 5244 members 
Mstep: Class 5 contains 25853 members 
Mstep: Class 6 contains 26030 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46541 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 25360 members 
Mstep: Class 11 contains 51065 members 
Mstep: Class 12 contains 69928 members 
Mstep: Class 13 contains 52782 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 29169 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42886 members 
Mstep: Class 18 contains 46700 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23982 members 
Mstep: Class 22 contains 40951 members 
Mstep: Class 23 contains 17616 members 
Mstep: Class 24 contains 25646 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46033 members 
Mstep: Class 28 contains 21538 members 
Mstep: Class 29 contains 26600 members 
Mstep: Class 30 contains 59636 members 
Mstep: Class 31 contains 54097 members 
Mstep: Class 32 contains 66518 members 
Mstep: Class 33 contains 18208 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18615 members 
Mstep: Class 36 contains 46538 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28490 members 
Mstep: Class 40 contains 28231 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22397 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975520.000000 Penalty: 165768.828125
Iteration 377Q: 49 clusters Score -2.079755e+08 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28468 members 
Mstep: Class 3 contains 47183 members 
Mstep: Class 4 contains 5246 members 
Mstep: Class 5 contains 25723 members 
Mstep: Class 6 contains 26286 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46551 members 
Mstep: Class 9 contains 8249 members 
Mstep: Class 10 contains 25345 members 
Mstep: Class 11 contains 51069 members 
Mstep: Class 12 contains 69934 members 
Mstep: Class 13 contains 52776 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 29180 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42862 members 
Mstep: Class 18 contains 46707 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24006 members 
Mstep: Class 22 contains 40938 members 
Mstep: Class 23 contains 17630 members 
Mstep: Class 24 contains 25545 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46024 members 
Mstep: Class 28 contains 21539 members 
Mstep: Class 29 contains 26608 members 
Mstep: Class 30 contains 59638 members 
Mstep: Class 31 contains 54082 members 
Mstep: Class 32 contains 66531 members 
Mstep: Class 33 contains 18210 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18584 members 
Mstep: Class 36 contains 46536 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28381 members 
Mstep: Class 40 contains 28281 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22434 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44430 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975696.000000 Penalty: 165768.828125
Iteration 378Q: 49 clusters Score -2.079757e+08 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28455 members 
Mstep: Class 3 contains 47228 members 
Mstep: Class 4 contains 5246 members 
Mstep: Class 5 contains 25594 members 
Mstep: Class 6 contains 26545 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46562 members 
Mstep: Class 9 contains 8249 members 
Mstep: Class 10 contains 25353 members 
Mstep: Class 11 contains 51052 members 
Mstep: Class 12 contains 69937 members 
Mstep: Class 13 contains 52780 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 29185 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42838 members 
Mstep: Class 18 contains 46727 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24028 members 
Mstep: Class 22 contains 40920 members 
Mstep: Class 23 contains 17635 members 
Mstep: Class 24 contains 25454 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45998 members 
Mstep: Class 28 contains 21538 members 
Mstep: Class 29 contains 26634 members 
Mstep: Class 30 contains 59627 members 
Mstep: Class 31 contains 54074 members 
Mstep: Class 32 contains 66530 members 
Mstep: Class 33 contains 18203 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18550 members 
Mstep: Class 36 contains 46537 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28297 members 
Mstep: Class 40 contains 28294 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22484 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44421 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975792.000000 Penalty: 165768.828125
Iteration 379Q: 49 clusters Score -2.079758e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28464 members 
Mstep: Class 3 contains 47282 members 
Mstep: Class 4 contains 5246 members 
Mstep: Class 5 contains 25452 members 
Mstep: Class 6 contains 26777 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46557 members 
Mstep: Class 9 contains 8248 members 
Mstep: Class 10 contains 25358 members 
Mstep: Class 11 contains 51046 members 
Mstep: Class 12 contains 69932 members 
Mstep: Class 13 contains 52791 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 29183 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42816 members 
Mstep: Class 18 contains 46730 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24037 members 
Mstep: Class 22 contains 40890 members 
Mstep: Class 23 contains 17627 members 
Mstep: Class 24 contains 25376 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45995 members 
Mstep: Class 28 contains 21537 members 
Mstep: Class 29 contains 26650 members 
Mstep: Class 30 contains 59626 members 
Mstep: Class 31 contains 54067 members 
Mstep: Class 32 contains 66529 members 
Mstep: Class 33 contains 18197 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18508 members 
Mstep: Class 36 contains 46532 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28231 members 
Mstep: Class 40 contains 28293 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22566 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44432 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976400.000000 Penalty: 165768.828125
Iteration 380F: 49 clusters Score -2.079764e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28476 members 
Mstep: Class 3 contains 47316 members 
Mstep: Class 4 contains 5249 members 
Mstep: Class 5 contains 25326 members 
Mstep: Class 6 contains 27041 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46560 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 25355 members 
Mstep: Class 11 contains 51034 members 
Mstep: Class 12 contains 69929 members 
Mstep: Class 13 contains 52789 members 
Mstep: Class 14 contains 4685 members 
Mstep: Class 15 contains 29183 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42778 members 
Mstep: Class 18 contains 46741 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24043 members 
Mstep: Class 22 contains 40877 members 
Mstep: Class 23 contains 17624 members 
Mstep: Class 24 contains 25281 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45982 members 
Mstep: Class 28 contains 21535 members 
Mstep: Class 29 contains 26660 members 
Mstep: Class 30 contains 59635 members 
Mstep: Class 31 contains 54057 members 
Mstep: Class 32 contains 66531 members 
Mstep: Class 33 contains 18200 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18473 members 
Mstep: Class 36 contains 46544 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28147 members 
Mstep: Class 40 contains 28284 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22638 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44441 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976432.000000 Penalty: 165768.828125
Iteration 381Q: 49 clusters Score -2.079764e+08 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28488 members 
Mstep: Class 3 contains 47341 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 25216 members 
Mstep: Class 6 contains 27313 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46559 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 25369 members 
Mstep: Class 11 contains 51023 members 
Mstep: Class 12 contains 69934 members 
Mstep: Class 13 contains 52790 members 
Mstep: Class 14 contains 4684 members 
Mstep: Class 15 contains 29195 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42759 members 
Mstep: Class 18 contains 46750 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24044 members 
Mstep: Class 22 contains 40869 members 
Mstep: Class 23 contains 17618 members 
Mstep: Class 24 contains 25172 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45975 members 
Mstep: Class 28 contains 21534 members 
Mstep: Class 29 contains 26673 members 
Mstep: Class 30 contains 59625 members 
Mstep: Class 31 contains 54044 members 
Mstep: Class 32 contains 66544 members 
Mstep: Class 33 contains 18193 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18428 members 
Mstep: Class 36 contains 46530 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28082 members 
Mstep: Class 40 contains 28265 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22702 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976704.000000 Penalty: 165768.828125
Iteration 382Q: 49 clusters Score -2.079767e+08 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28484 members 
Mstep: Class 3 contains 47322 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 25092 members 
Mstep: Class 6 contains 27596 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46565 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 25400 members 
Mstep: Class 11 contains 51013 members 
Mstep: Class 12 contains 69939 members 
Mstep: Class 13 contains 52787 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 29207 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42738 members 
Mstep: Class 18 contains 46754 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24031 members 
Mstep: Class 22 contains 40880 members 
Mstep: Class 23 contains 17615 members 
Mstep: Class 24 contains 25086 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46010 members 
Mstep: Class 28 contains 21529 members 
Mstep: Class 29 contains 26681 members 
Mstep: Class 30 contains 59618 members 
Mstep: Class 31 contains 54053 members 
Mstep: Class 32 contains 66537 members 
Mstep: Class 33 contains 18186 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18358 members 
Mstep: Class 36 contains 46531 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28020 members 
Mstep: Class 40 contains 28239 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22780 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44428 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976912.000000 Penalty: 165768.828125
Iteration 383Q: 49 clusters Score -2.079769e+08 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28494 members 
Mstep: Class 3 contains 47312 members 
Mstep: Class 4 contains 5252 members 
Mstep: Class 5 contains 24993 members 
Mstep: Class 6 contains 27882 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46532 members 
Mstep: Class 9 contains 8246 members 
Mstep: Class 10 contains 25426 members 
Mstep: Class 11 contains 51009 members 
Mstep: Class 12 contains 69940 members 
Mstep: Class 13 contains 52779 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 29213 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42715 members 
Mstep: Class 18 contains 46775 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 24014 members 
Mstep: Class 22 contains 40885 members 
Mstep: Class 23 contains 17609 members 
Mstep: Class 24 contains 25000 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46054 members 
Mstep: Class 28 contains 21528 members 
Mstep: Class 29 contains 26718 members 
Mstep: Class 30 contains 59604 members 
Mstep: Class 31 contains 54042 members 
Mstep: Class 32 contains 66527 members 
Mstep: Class 33 contains 18186 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18301 members 
Mstep: Class 36 contains 46520 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27949 members 
Mstep: Class 40 contains 28181 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22873 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44419 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976736.000000 Penalty: 165768.828125
Iteration 384Q: 49 clusters Score -2.079767e+08 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28508 members 
Mstep: Class 3 contains 47299 members 
Mstep: Class 4 contains 5250 members 
Mstep: Class 5 contains 24919 members 
Mstep: Class 6 contains 28194 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46511 members 
Mstep: Class 9 contains 8244 members 
Mstep: Class 10 contains 25442 members 
Mstep: Class 11 contains 51015 members 
Mstep: Class 12 contains 69942 members 
Mstep: Class 13 contains 52773 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 29202 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42655 members 
Mstep: Class 18 contains 46795 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23990 members 
Mstep: Class 22 contains 40874 members 
Mstep: Class 23 contains 17599 members 
Mstep: Class 24 contains 24894 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46072 members 
Mstep: Class 28 contains 21526 members 
Mstep: Class 29 contains 26746 members 
Mstep: Class 30 contains 59614 members 
Mstep: Class 31 contains 54041 members 
Mstep: Class 32 contains 66515 members 
Mstep: Class 33 contains 18185 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18258 members 
Mstep: Class 36 contains 46526 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27934 members 
Mstep: Class 40 contains 28114 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22941 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44400 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976672.000000 Penalty: 165768.828125
Iteration 385Q: 49 clusters Score -2.079767e+08 nChanged 2273
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28527 members 
Mstep: Class 3 contains 47272 members 
Mstep: Class 4 contains 5248 members 
Mstep: Class 5 contains 24845 members 
Mstep: Class 6 contains 28520 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46478 members 
Mstep: Class 9 contains 8242 members 
Mstep: Class 10 contains 25453 members 
Mstep: Class 11 contains 51029 members 
Mstep: Class 12 contains 69934 members 
Mstep: Class 13 contains 52758 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 29207 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42617 members 
Mstep: Class 18 contains 46797 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23968 members 
Mstep: Class 22 contains 40869 members 
Mstep: Class 23 contains 17587 members 
Mstep: Class 24 contains 24803 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46127 members 
Mstep: Class 28 contains 21526 members 
Mstep: Class 29 contains 26764 members 
Mstep: Class 30 contains 59604 members 
Mstep: Class 31 contains 54034 members 
Mstep: Class 32 contains 66484 members 
Mstep: Class 33 contains 18185 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18221 members 
Mstep: Class 36 contains 46524 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27921 members 
Mstep: Class 40 contains 28094 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22982 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44358 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976400.000000 Penalty: 165768.828125
Iteration 386Q: 49 clusters Score -2.079764e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28548 members 
Mstep: Class 3 contains 47260 members 
Mstep: Class 4 contains 5243 members 
Mstep: Class 5 contains 24769 members 
Mstep: Class 6 contains 28821 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46433 members 
Mstep: Class 9 contains 8241 members 
Mstep: Class 10 contains 25482 members 
Mstep: Class 11 contains 51025 members 
Mstep: Class 12 contains 69932 members 
Mstep: Class 13 contains 52747 members 
Mstep: Class 14 contains 4683 members 
Mstep: Class 15 contains 29216 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42578 members 
Mstep: Class 18 contains 46805 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23948 members 
Mstep: Class 22 contains 40854 members 
Mstep: Class 23 contains 17585 members 
Mstep: Class 24 contains 24715 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46166 members 
Mstep: Class 28 contains 21523 members 
Mstep: Class 29 contains 26763 members 
Mstep: Class 30 contains 59601 members 
Mstep: Class 31 contains 54046 members 
Mstep: Class 32 contains 66449 members 
Mstep: Class 33 contains 18193 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18182 members 
Mstep: Class 36 contains 46520 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27906 members 
Mstep: Class 40 contains 28060 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23030 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976896.000000 Penalty: 165768.828125
Iteration 387Q: 49 clusters Score -2.079769e+08 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28566 members 
Mstep: Class 3 contains 47281 members 
Mstep: Class 4 contains 5240 members 
Mstep: Class 5 contains 24689 members 
Mstep: Class 6 contains 29134 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46389 members 
Mstep: Class 9 contains 8241 members 
Mstep: Class 10 contains 25513 members 
Mstep: Class 11 contains 51035 members 
Mstep: Class 12 contains 69929 members 
Mstep: Class 13 contains 52739 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 29211 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42501 members 
Mstep: Class 18 contains 46795 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23926 members 
Mstep: Class 22 contains 40840 members 
Mstep: Class 23 contains 17581 members 
Mstep: Class 24 contains 24632 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46158 members 
Mstep: Class 28 contains 21520 members 
Mstep: Class 29 contains 26790 members 
Mstep: Class 30 contains 59598 members 
Mstep: Class 31 contains 54058 members 
Mstep: Class 32 contains 66444 members 
Mstep: Class 33 contains 18190 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18151 members 
Mstep: Class 36 contains 46507 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27862 members 
Mstep: Class 40 contains 28065 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23087 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976800.000000 Penalty: 165768.828125
Iteration 388Q: 49 clusters Score -2.079768e+08 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28585 members 
Mstep: Class 3 contains 47333 members 
Mstep: Class 4 contains 5237 members 
Mstep: Class 5 contains 24619 members 
Mstep: Class 6 contains 29455 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46380 members 
Mstep: Class 9 contains 8241 members 
Mstep: Class 10 contains 25544 members 
Mstep: Class 11 contains 51039 members 
Mstep: Class 12 contains 69926 members 
Mstep: Class 13 contains 52737 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 29207 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42438 members 
Mstep: Class 18 contains 46787 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23907 members 
Mstep: Class 22 contains 40806 members 
Mstep: Class 23 contains 17579 members 
Mstep: Class 24 contains 24547 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46145 members 
Mstep: Class 28 contains 21517 members 
Mstep: Class 29 contains 26795 members 
Mstep: Class 30 contains 59584 members 
Mstep: Class 31 contains 54047 members 
Mstep: Class 32 contains 66423 members 
Mstep: Class 33 contains 18188 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18122 members 
Mstep: Class 36 contains 46501 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27843 members 
Mstep: Class 40 contains 28076 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23110 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44261 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976592.000000 Penalty: 165768.828125
Iteration 389Q: 49 clusters Score -2.079766e+08 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28568 members 
Mstep: Class 3 contains 47311 members 
Mstep: Class 4 contains 5226 members 
Mstep: Class 5 contains 24571 members 
Mstep: Class 6 contains 29754 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46398 members 
Mstep: Class 9 contains 8240 members 
Mstep: Class 10 contains 25574 members 
Mstep: Class 11 contains 51054 members 
Mstep: Class 12 contains 69926 members 
Mstep: Class 13 contains 52741 members 
Mstep: Class 14 contains 4680 members 
Mstep: Class 15 contains 29205 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42379 members 
Mstep: Class 18 contains 46784 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23909 members 
Mstep: Class 22 contains 40805 members 
Mstep: Class 23 contains 17578 members 
Mstep: Class 24 contains 24473 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46128 members 
Mstep: Class 28 contains 21514 members 
Mstep: Class 29 contains 26811 members 
Mstep: Class 30 contains 59542 members 
Mstep: Class 31 contains 54030 members 
Mstep: Class 32 contains 66416 members 
Mstep: Class 33 contains 18191 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18099 members 
Mstep: Class 36 contains 46498 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27850 members 
Mstep: Class 40 contains 28101 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23093 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976496.000000 Penalty: 165768.828125
Iteration 390Q: 49 clusters Score -2.079765e+08 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28559 members 
Mstep: Class 3 contains 47292 members 
Mstep: Class 4 contains 5211 members 
Mstep: Class 5 contains 24494 members 
Mstep: Class 6 contains 30080 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46400 members 
Mstep: Class 9 contains 8238 members 
Mstep: Class 10 contains 25608 members 
Mstep: Class 11 contains 51065 members 
Mstep: Class 12 contains 69924 members 
Mstep: Class 13 contains 52740 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 29202 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42304 members 
Mstep: Class 18 contains 46777 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23892 members 
Mstep: Class 22 contains 40800 members 
Mstep: Class 23 contains 17577 members 
Mstep: Class 24 contains 24412 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46147 members 
Mstep: Class 28 contains 21510 members 
Mstep: Class 29 contains 26796 members 
Mstep: Class 30 contains 59528 members 
Mstep: Class 31 contains 54035 members 
Mstep: Class 32 contains 66401 members 
Mstep: Class 33 contains 18192 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18076 members 
Mstep: Class 36 contains 46493 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27852 members 
Mstep: Class 40 contains 28123 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23089 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44166 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976112.000000 Penalty: 165768.828125
Iteration 391Q: 49 clusters Score -2.079761e+08 nChanged 2166
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28562 members 
Mstep: Class 3 contains 47282 members 
Mstep: Class 4 contains 5200 members 
Mstep: Class 5 contains 24422 members 
Mstep: Class 6 contains 30371 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46438 members 
Mstep: Class 9 contains 8236 members 
Mstep: Class 10 contains 25632 members 
Mstep: Class 11 contains 51075 members 
Mstep: Class 12 contains 69924 members 
Mstep: Class 13 contains 52734 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 29196 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42226 members 
Mstep: Class 18 contains 46765 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23892 members 
Mstep: Class 22 contains 40786 members 
Mstep: Class 23 contains 17573 members 
Mstep: Class 24 contains 24344 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46158 members 
Mstep: Class 28 contains 21514 members 
Mstep: Class 29 contains 26787 members 
Mstep: Class 30 contains 59534 members 
Mstep: Class 31 contains 54028 members 
Mstep: Class 32 contains 66392 members 
Mstep: Class 33 contains 18195 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18051 members 
Mstep: Class 36 contains 46489 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27854 members 
Mstep: Class 40 contains 28121 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23081 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976160.000000 Penalty: 165768.828125
Iteration 392Q: 49 clusters Score -2.079762e+08 nChanged 2172
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28551 members 
Mstep: Class 3 contains 47251 members 
Mstep: Class 4 contains 5183 members 
Mstep: Class 5 contains 24389 members 
Mstep: Class 6 contains 30674 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46456 members 
Mstep: Class 9 contains 8235 members 
Mstep: Class 10 contains 25632 members 
Mstep: Class 11 contains 51060 members 
Mstep: Class 12 contains 69938 members 
Mstep: Class 13 contains 52724 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 29198 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42109 members 
Mstep: Class 18 contains 46774 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23883 members 
Mstep: Class 22 contains 40783 members 
Mstep: Class 23 contains 17568 members 
Mstep: Class 24 contains 24269 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46186 members 
Mstep: Class 28 contains 21509 members 
Mstep: Class 29 contains 26786 members 
Mstep: Class 30 contains 59529 members 
Mstep: Class 31 contains 54027 members 
Mstep: Class 32 contains 66368 members 
Mstep: Class 33 contains 18195 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 18020 members 
Mstep: Class 36 contains 46485 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27885 members 
Mstep: Class 40 contains 28117 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23066 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44134 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976128.000000 Penalty: 165768.828125
Iteration 393Q: 49 clusters Score -2.079761e+08 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28551 members 
Mstep: Class 3 contains 47233 members 
Mstep: Class 4 contains 5171 members 
Mstep: Class 5 contains 24398 members 
Mstep: Class 6 contains 30943 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46453 members 
Mstep: Class 9 contains 8236 members 
Mstep: Class 10 contains 25626 members 
Mstep: Class 11 contains 51051 members 
Mstep: Class 12 contains 69929 members 
Mstep: Class 13 contains 52714 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 29191 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42030 members 
Mstep: Class 18 contains 46789 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23890 members 
Mstep: Class 22 contains 40760 members 
Mstep: Class 23 contains 17563 members 
Mstep: Class 24 contains 24187 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46263 members 
Mstep: Class 28 contains 21508 members 
Mstep: Class 29 contains 26786 members 
Mstep: Class 30 contains 59510 members 
Mstep: Class 31 contains 54027 members 
Mstep: Class 32 contains 66334 members 
Mstep: Class 33 contains 18191 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17972 members 
Mstep: Class 36 contains 46494 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27904 members 
Mstep: Class 40 contains 28133 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23049 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975888.000000 Penalty: 165768.828125
Iteration 394Q: 49 clusters Score -2.079759e+08 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28553 members 
Mstep: Class 3 contains 47159 members 
Mstep: Class 4 contains 5154 members 
Mstep: Class 5 contains 24395 members 
Mstep: Class 6 contains 31199 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46498 members 
Mstep: Class 9 contains 8236 members 
Mstep: Class 10 contains 25618 members 
Mstep: Class 11 contains 51058 members 
Mstep: Class 12 contains 69920 members 
Mstep: Class 13 contains 52712 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 29181 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41947 members 
Mstep: Class 18 contains 46795 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23894 members 
Mstep: Class 22 contains 40761 members 
Mstep: Class 23 contains 17557 members 
Mstep: Class 24 contains 24121 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46307 members 
Mstep: Class 28 contains 21506 members 
Mstep: Class 29 contains 26785 members 
Mstep: Class 30 contains 59491 members 
Mstep: Class 31 contains 54031 members 
Mstep: Class 32 contains 66325 members 
Mstep: Class 33 contains 18188 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17933 members 
Mstep: Class 36 contains 46488 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27904 members 
Mstep: Class 40 contains 28173 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23024 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975680.000000 Penalty: 165768.828125
Iteration 395Q: 49 clusters Score -2.079757e+08 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28547 members 
Mstep: Class 3 contains 47108 members 
Mstep: Class 4 contains 5149 members 
Mstep: Class 5 contains 24396 members 
Mstep: Class 6 contains 31452 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46544 members 
Mstep: Class 9 contains 8236 members 
Mstep: Class 10 contains 25631 members 
Mstep: Class 11 contains 51066 members 
Mstep: Class 12 contains 69923 members 
Mstep: Class 13 contains 52713 members 
Mstep: Class 14 contains 4678 members 
Mstep: Class 15 contains 29202 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41841 members 
Mstep: Class 18 contains 46806 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23860 members 
Mstep: Class 22 contains 40759 members 
Mstep: Class 23 contains 17540 members 
Mstep: Class 24 contains 24055 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46293 members 
Mstep: Class 28 contains 21501 members 
Mstep: Class 29 contains 26782 members 
Mstep: Class 30 contains 59478 members 
Mstep: Class 31 contains 54024 members 
Mstep: Class 32 contains 66352 members 
Mstep: Class 33 contains 18190 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17868 members 
Mstep: Class 36 contains 46463 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27917 members 
Mstep: Class 40 contains 28196 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23020 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44071 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975584.000000 Penalty: 165768.828125
Iteration 396Q: 49 clusters Score -2.079756e+08 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7153 members 
Mstep: Class 2 contains 28538 members 
Mstep: Class 3 contains 47067 members 
Mstep: Class 4 contains 5147 members 
Mstep: Class 5 contains 24411 members 
Mstep: Class 6 contains 31712 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46536 members 
Mstep: Class 9 contains 8235 members 
Mstep: Class 10 contains 25640 members 
Mstep: Class 11 contains 51069 members 
Mstep: Class 12 contains 69921 members 
Mstep: Class 13 contains 52715 members 
Mstep: Class 14 contains 4679 members 
Mstep: Class 15 contains 29200 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41778 members 
Mstep: Class 18 contains 46800 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23834 members 
Mstep: Class 22 contains 40742 members 
Mstep: Class 23 contains 17528 members 
Mstep: Class 24 contains 23982 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46342 members 
Mstep: Class 28 contains 21495 members 
Mstep: Class 29 contains 26777 members 
Mstep: Class 30 contains 59480 members 
Mstep: Class 31 contains 54022 members 
Mstep: Class 32 contains 66341 members 
Mstep: Class 33 contains 18195 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17786 members 
Mstep: Class 36 contains 46448 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 27959 members 
Mstep: Class 40 contains 28221 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23004 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975872.000000 Penalty: 165768.828125
Iteration 397Q: 49 clusters Score -2.079759e+08 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7152 members 
Mstep: Class 2 contains 28528 members 
Mstep: Class 3 contains 47055 members 
Mstep: Class 4 contains 5142 members 
Mstep: Class 5 contains 24410 members 
Mstep: Class 6 contains 31944 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46547 members 
Mstep: Class 9 contains 8234 members 
Mstep: Class 10 contains 25638 members 
Mstep: Class 11 contains 51089 members 
Mstep: Class 12 contains 69919 members 
Mstep: Class 13 contains 52723 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 29197 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41711 members 
Mstep: Class 18 contains 46794 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23817 members 
Mstep: Class 22 contains 40722 members 
Mstep: Class 23 contains 17511 members 
Mstep: Class 24 contains 23929 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46354 members 
Mstep: Class 28 contains 21492 members 
Mstep: Class 29 contains 26761 members 
Mstep: Class 30 contains 59469 members 
Mstep: Class 31 contains 54030 members 
Mstep: Class 32 contains 66351 members 
Mstep: Class 33 contains 18198 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17696 members 
Mstep: Class 36 contains 46448 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28008 members 
Mstep: Class 40 contains 28220 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 23007 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44037 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976032.000000 Penalty: 165768.828125
Iteration 398Q: 49 clusters Score -2.07976e+08 nChanged 2040
Entering ConstructFrom: 
Score: -207976032.000000 Penalty: 165768.828125
Entering ConstructFrom: 
Trying to split cluster 1 (7151 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Entering Unmasked Estep 
Score: -1303810.250000 Penalty: 2201.001953
	Iteration 0F: 2 clusters Score -1303810 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -1298003.375000 Penalty: 4402.003906
	Iteration 0F: 3 clusters Score -1298003 nChanged 2856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 3495 members 
Entering Unmasked Estep 
Score: -1299602.375000 Penalty: 4402.003906
	Iteration 1F: 3 clusters Score -1299602 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -1300116.625000 Penalty: 4402.003906
	Iteration 2F: 3 clusters Score -1300117 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 3383 members 
Entering Unmasked Estep 
Score: -1300642.250000 Penalty: 4402.003906
	Iteration 3F: 3 clusters Score -1300642 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -1301081.000000 Penalty: 4402.003906
	Iteration 4F: 3 clusters Score -1301081 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1301441.250000 Penalty: 4402.003906
	Iteration 5F: 3 clusters Score -1301441 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -1301763.375000 Penalty: 4402.003906
	Iteration 6F: 3 clusters Score -1301763 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -1302070.000000 Penalty: 4402.003906
	Iteration 7F: 3 clusters Score -1302070 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1302376.750000 Penalty: 4402.003906
	Iteration 8F: 3 clusters Score -1302377 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5063 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1302635.500000 Penalty: 4402.003906
	Iteration 9Q: 3 clusters Score -1302636 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5267 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1302830.750000 Penalty: 4402.003906
	Iteration 10Q: 3 clusters Score -1302831 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5419 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -1302975.000000 Penalty: 4402.003906
	Iteration 11Q: 3 clusters Score -1302975 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5527 members 
Mstep: Class 2 contains 1624 members 
Entering Unmasked Estep 
Score: -1303065.000000 Penalty: 4402.003906
	Iteration 12Q: 3 clusters Score -1303065 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -1303142.875000 Penalty: 4402.003906
	Iteration 13Q: 3 clusters Score -1303143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5673 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -1303193.875000 Penalty: 4402.003906
	Iteration 14Q: 3 clusters Score -1303194 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5732 members 
Mstep: Class 2 contains 1419 members 
Entering Unmasked Estep 
Score: -1303249.625000 Penalty: 4402.003906
	Iteration 15Q: 3 clusters Score -1303250 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -1303335.125000 Penalty: 4402.003906
	Iteration 16Q: 3 clusters Score -1303335 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5843 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -1303412.000000 Penalty: 4402.003906
	Iteration 17Q: 3 clusters Score -1303412 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1303492.500000 Penalty: 4402.003906
	Iteration 18Q: 3 clusters Score -1303492 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5942 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -1303553.625000 Penalty: 4402.003906
	Iteration 19Q: 3 clusters Score -1303554 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5971 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -1303583.875000 Penalty: 4402.003906
	Iteration 20F: 3 clusters Score -1303584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5995 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1303603.500000 Penalty: 4402.003906
	Iteration 21Q: 3 clusters Score -1303604 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -1303616.500000 Penalty: 4402.003906
	Iteration 22Q: 3 clusters Score -1303616 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6024 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1303624.000000 Penalty: 4402.003906
	Iteration 23Q: 3 clusters Score -1303624 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6034 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1303638.125000 Penalty: 4402.003906
	Iteration 24Q: 3 clusters Score -1303638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6048 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -1303649.000000 Penalty: 4402.003906
	Iteration 25Q: 3 clusters Score -1303649 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6057 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1303655.500000 Penalty: 4402.003906
	Iteration 26Q: 3 clusters Score -1303656 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6061 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1303661.125000 Penalty: 4402.003906
	Iteration 27Q: 3 clusters Score -1303661 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6065 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1303663.375000 Penalty: 4402.003906
	Iteration 28Q: 3 clusters Score -1303663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6071 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -1303669.375000 Penalty: 4402.003906
	Iteration 29Q: 3 clusters Score -1303669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1303669.250000 Penalty: 4402.003906
	Iteration 30Q: 3 clusters Score -1303669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6072 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -1303671.250000 Penalty: 4402.003906
	Iteration 31Q: 3 clusters Score -1303671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1303673.000000 Penalty: 4402.003906
	Iteration 32Q: 3 clusters Score -1303673 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -1303673.000000 Penalty: 4402.003906
	Iteration 33F: 3 clusters Score -1303673 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28528 members 
Entering Unmasked Estep 
Score: -5670927.000000 Penalty: 2544.143066
	Iteration 0F: 2 clusters Score -5670927 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14312 members 
Mstep: Class 2 contains 14216 members 
Entering Unmasked Estep 
Score: -5652032.000000 Penalty: 5088.286133
	Iteration 0F: 3 clusters Score -5652032 nChanged 12873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14785 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -5659085.000000 Penalty: 5088.286133
	Iteration 1F: 3 clusters Score -5659085 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -5659625.500000 Penalty: 5088.286133
	Iteration 2F: 3 clusters Score -5659626 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15542 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -5660117.000000 Penalty: 5088.286133
	Iteration 3Q: 3 clusters Score -5660117 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 12460 members 
Entering Unmasked Estep 
Score: -5660564.500000 Penalty: 5088.286133
	Iteration 4Q: 3 clusters Score -5660564 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16721 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -5661020.000000 Penalty: 5088.286133
	Iteration 5Q: 3 clusters Score -5661020 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -5661456.500000 Penalty: 5088.286133
	Iteration 6Q: 3 clusters Score -5661456 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -5662018.500000 Penalty: 5088.286133
	Iteration 7Q: 3 clusters Score -5662018 nChanged 1353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -5662729.500000 Penalty: 5088.286133
	Iteration 8Q: 3 clusters Score -5662730 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20882 members 
Mstep: Class 2 contains 7646 members 
Entering Unmasked Estep 
Score: -5663452.500000 Penalty: 5088.286133
	Iteration 9F: 3 clusters Score -5663452 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 6291 members 
Entering Unmasked Estep 
Score: -5664281.000000 Penalty: 5088.286133
	Iteration 10F: 3 clusters Score -5664281 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23576 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -5665070.000000 Penalty: 5088.286133
	Iteration 11Q: 3 clusters Score -5665070 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -5665895.000000 Penalty: 5088.286133
	Iteration 12Q: 3 clusters Score -5665895 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25947 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -5666684.500000 Penalty: 5088.286133
	Iteration 13Q: 3 clusters Score -5666684 nChanged 846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26789 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
Score: -5667520.500000 Penalty: 5088.286133
	Iteration 14Q: 3 clusters Score -5667520 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27420 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -5668022.500000 Penalty: 5088.286133
	Iteration 15Q: 3 clusters Score -5668022 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -5668312.500000 Penalty: 5088.286133
	Iteration 16Q: 3 clusters Score -5668312 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27992 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5668458.500000 Penalty: 5088.286133
	Iteration 17Q: 3 clusters Score -5668458 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28102 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -5668537.500000 Penalty: 5088.286133
	Iteration 18Q: 3 clusters Score -5668538 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -5668585.000000 Penalty: 5088.286133
	Iteration 19Q: 3 clusters Score -5668585 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28190 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -5668614.000000 Penalty: 5088.286133
	Iteration 20F: 3 clusters Score -5668614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28204 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5668638.500000 Penalty: 5088.286133
	Iteration 21Q: 3 clusters Score -5668638 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5668659.000000 Penalty: 5088.286133
	Iteration 22Q: 3 clusters Score -5668659 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28220 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -5668666.500000 Penalty: 5088.286133
	Iteration 23Q: 3 clusters Score -5668666 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28229 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5668672.000000 Penalty: 5088.286133
	Iteration 24Q: 3 clusters Score -5668672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28234 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -5668686.000000 Penalty: 5088.286133
	Iteration 25Q: 3 clusters Score -5668686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -5668690.000000 Penalty: 5088.286133
	Iteration 26Q: 3 clusters Score -5668690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5668693.500000 Penalty: 5088.286133
	Iteration 27Q: 3 clusters Score -5668694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28238 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5668693.500000 Penalty: 5088.286133
	Iteration 28F: 3 clusters Score -5668694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (47034 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47034 members 
Entering Unmasked Estep 
Score: -9032077.000000 Penalty: 2668.139160
	Iteration 0F: 2 clusters Score -9032077 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23489 members 
Mstep: Class 2 contains 23545 members 
Entering Unmasked Estep 
Score: -9005064.000000 Penalty: 5336.278320
	Iteration 0F: 3 clusters Score -9005064 nChanged 21715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23602 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -9016710.000000 Penalty: 5336.278320
	Iteration 1F: 3 clusters Score -9016710 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23753 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -9017101.000000 Penalty: 5336.278320
	Iteration 2Q: 3 clusters Score -9017101 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -9017450.000000 Penalty: 5336.278320
	Iteration 3Q: 3 clusters Score -9017450 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 23100 members 
Entering Unmasked Estep 
Score: -9017823.000000 Penalty: 5336.278320
	Iteration 4Q: 3 clusters Score -9017823 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24045 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -9018181.000000 Penalty: 5336.278320
	Iteration 5Q: 3 clusters Score -9018181 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24238 members 
Mstep: Class 2 contains 22796 members 
Entering Unmasked Estep 
Score: -9018594.000000 Penalty: 5336.278320
	Iteration 6Q: 3 clusters Score -9018594 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24453 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -9018984.000000 Penalty: 5336.278320
	Iteration 7Q: 3 clusters Score -9018984 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24806 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -9019475.000000 Penalty: 5336.278320
	Iteration 8Q: 3 clusters Score -9019475 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25290 members 
Mstep: Class 2 contains 21744 members 
Entering Unmasked Estep 
Score: -9020079.000000 Penalty: 5336.278320
	Iteration 9Q: 3 clusters Score -9020079 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 21088 members 
Entering Unmasked Estep 
Score: -9020816.000000 Penalty: 5336.278320
	Iteration 10Q: 3 clusters Score -9020816 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26801 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -9021633.000000 Penalty: 5336.278320
	Iteration 11Q: 3 clusters Score -9021633 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27774 members 
Mstep: Class 2 contains 19260 members 
Entering Unmasked Estep 
Score: -9022631.000000 Penalty: 5336.278320
	Iteration 12Q: 3 clusters Score -9022631 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28778 members 
Mstep: Class 2 contains 18256 members 
Entering Unmasked Estep 
Score: -9023488.000000 Penalty: 5336.278320
	Iteration 13Q: 3 clusters Score -9023488 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29726 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -9024362.000000 Penalty: 5336.278320
	Iteration 14Q: 3 clusters Score -9024362 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -9025212.000000 Penalty: 5336.278320
	Iteration 15Q: 3 clusters Score -9025212 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 15905 members 
Entering Unmasked Estep 
Score: -9025726.000000 Penalty: 5336.278320
	Iteration 16Q: 3 clusters Score -9025726 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -9026229 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31594 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9026497 nChanged 850
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31696 members 
Mstep: Class 2 contains 15338 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9026653 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31760 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9026732 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31791 members 
Mstep: Class 2 contains 15243 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9026791 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31804 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9026831 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31796 members 
Mstep: Class 2 contains 15238 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9026928 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31769 members 
Mstep: Class 2 contains 15265 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9026972 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 15298 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9027035 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9027050 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31637 members 
Mstep: Class 2 contains 15397 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9027092 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31572 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9027158 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31496 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9027216 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31427 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9027295 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31290 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9027330 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31176 members 
Mstep: Class 2 contains 15858 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9027435 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9027546 nChanged 420
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31038 members 
Mstep: Class 2 contains 15996 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9027667 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30961 members 
Mstep: Class 2 contains 16073 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9027768 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30848 members 
Mstep: Class 2 contains 16186 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9027926 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9028167 nChanged 647
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9028442 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30515 members 
Mstep: Class 2 contains 16519 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9028747 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30373 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9029046 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30122 members 
Mstep: Class 2 contains 16912 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9029431 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9029834 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29667 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9030315 nChanged 937
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29306 members 
Mstep: Class 2 contains 17728 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9030825 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28918 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9031357 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 18445 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9031875 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28331 members 
Mstep: Class 2 contains 18703 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9032220 nChanged 634
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28129 members 
Mstep: Class 2 contains 18905 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9032529 nChanged 526
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28033 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9032733 nChanged 426
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27885 members 
Mstep: Class 2 contains 19149 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9032866 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 19262 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9032951 nChanged 277
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Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9033015 nChanged 193
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Mstep: Class 1 contains 27504 members 
Mstep: Class 2 contains 19530 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9033024 nChanged 149
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 19611 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9033065 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27350 members 
Mstep: Class 2 contains 19684 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9033086 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27331 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9033097 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 19714 members 
Entering Unmasked Estep 
Score: -9033103.000000 Penalty: 5336.278320
	Iteration 57Q: 3 clusters Score -9033103 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27291 members 
Mstep: Class 2 contains 19743 members 
Entering Unmasked Estep 
Score: -9033111.000000 Penalty: 5336.278320
	Iteration 58Q: 3 clusters Score -9033111 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 19784 members 
Entering Unmasked Estep 
Score: -9033129.000000 Penalty: 5336.278320
	Iteration 59Q: 3 clusters Score -9033129 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -9033197.000000 Penalty: 5336.278320
	Iteration 60F: 3 clusters Score -9033197 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27134 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9033256 nChanged 140
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27020 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9033283 nChanged 113
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Mstep: Class 1 contains 26923 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9033278 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9033278 nChanged 102
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Mstep: Class 1 contains 26745 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9033297 nChanged 114
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26633 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9033312 nChanged 129
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Mstep: Class 1 contains 26506 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9033340 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26432 members 
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Entering Unmasked Estep 
Score: -9033354.000000 Penalty: 5336.278320
	Iteration 68Q: 3 clusters Score -9033354 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26382 members 
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9033342 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9033349 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26282 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9033368 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26221 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9033358 nChanged 70
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Mstep: Class 1 contains 26151 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9033357 nChanged 84
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Mstep: Class 1 contains 26067 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9033383 nChanged 82
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Mstep: Class 1 contains 25987 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9033377 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25929 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9033382 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25845 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9033392 nChanged 88
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Mstep: Class 1 contains 25757 members 
Mstep: Class 2 contains 21277 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9033391 nChanged 91
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Mstep: Class 1 contains 25666 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9033387 nChanged 128
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Mstep: Class 1 contains 25538 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9033381 nChanged 90
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Mstep: Class 1 contains 25448 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9033412 nChanged 78
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Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9033411 nChanged 84
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Mstep: Class 1 contains 25288 members 
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9033400 nChanged 111
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Mstep: Class 1 contains 25177 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9033409 nChanged 113
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Mstep: Class 1 contains 25064 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9033407 nChanged 94
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9033413 nChanged 78
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Mstep: Class 1 contains 24896 members 
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9033406 nChanged 98
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Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9033402 nChanged 97
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9033410 nChanged 79
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Mstep: Class 1 contains 24626 members 
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Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9033426 nChanged 68
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Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9033430 nChanged 61
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9033440 nChanged 72
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	Iteration 93Q: 3 clusters Score -9033429 nChanged 70
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9033444 nChanged 88
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9033433 nChanged 107
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9033452 nChanged 104
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	Iteration 97Q: 3 clusters Score -9033449 nChanged 125
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9033478 nChanged 111
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Mstep: Class 1 contains 23824 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9033483 nChanged 127
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9033489 nChanged 162
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9033457 nChanged 227
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9033441 nChanged 249
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9033446 nChanged 198
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9033448 nChanged 217
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9033411 nChanged 182
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9033391 nChanged 231
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9033368 nChanged 255
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9033352 nChanged 271
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9033341 nChanged 233
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	Iteration 110Q: 3 clusters Score -9033339 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21251 members 
Mstep: Class 2 contains 25783 members 
Entering Unmasked Estep 
Score: -9033366.000000 Penalty: 5336.278320
	Iteration 111Q: 3 clusters Score -9033366 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 25954 members 
Entering Unmasked Estep 
Score: -9033383.000000 Penalty: 5336.278320
	Iteration 112Q: 3 clusters Score -9033383 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 26101 members 
Entering Unmasked Estep 
Score: -9033365.000000 Penalty: 5336.278320
	Iteration 113Q: 3 clusters Score -9033365 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20816 members 
Mstep: Class 2 contains 26218 members 
Entering Unmasked Estep 
Score: -9033351.000000 Penalty: 5336.278320
	Iteration 114Q: 3 clusters Score -9033351 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20703 members 
Mstep: Class 2 contains 26331 members 
Entering Unmasked Estep 
Score: -9033335.000000 Penalty: 5336.278320
	Iteration 115Q: 3 clusters Score -9033335 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -9033354.000000 Penalty: 5336.278320
	Iteration 116Q: 3 clusters Score -9033354 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20498 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -9033360.000000 Penalty: 5336.278320
	Iteration 117Q: 3 clusters Score -9033360 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20452 members 
Mstep: Class 2 contains 26582 members 
Entering Unmasked Estep 
Score: -9033346.000000 Penalty: 5336.278320
	Iteration 118Q: 3 clusters Score -9033346 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -9033359.000000 Penalty: 5336.278320
	Iteration 119Q: 3 clusters Score -9033359 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -9033387.000000 Penalty: 5336.278320
	Iteration 120F: 3 clusters Score -9033387 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20318 members 
Mstep: Class 2 contains 26716 members 
Entering Unmasked Estep 
Score: -9033381.000000 Penalty: 5336.278320
	Iteration 121Q: 3 clusters Score -9033381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20279 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -9033363.000000 Penalty: 5336.278320
	Iteration 122Q: 3 clusters Score -9033363 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -9033376.000000 Penalty: 5336.278320
	Iteration 123Q: 3 clusters Score -9033376 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20213 members 
Mstep: Class 2 contains 26821 members 
Entering Unmasked Estep 
Score: -9033386.000000 Penalty: 5336.278320
	Iteration 124Q: 3 clusters Score -9033386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -9033390.000000 Penalty: 5336.278320
	Iteration 125Q: 3 clusters Score -9033390 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20173 members 
Mstep: Class 2 contains 26861 members 
Entering Unmasked Estep 
Score: -9033384.000000 Penalty: 5336.278320
	Iteration 126Q: 3 clusters Score -9033384 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20155 members 
Mstep: Class 2 contains 26879 members 
Entering Unmasked Estep 
Score: -9033388.000000 Penalty: 5336.278320
	Iteration 127Q: 3 clusters Score -9033388 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20129 members 
Mstep: Class 2 contains 26905 members 
Entering Unmasked Estep 
Score: -9033390.000000 Penalty: 5336.278320
	Iteration 128Q: 3 clusters Score -9033390 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20104 members 
Mstep: Class 2 contains 26930 members 
Entering Unmasked Estep 
Score: -9033387.000000 Penalty: 5336.278320
	Iteration 129Q: 3 clusters Score -9033387 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20091 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -9033385.000000 Penalty: 5336.278320
	Iteration 130Q: 3 clusters Score -9033385 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20078 members 
Mstep: Class 2 contains 26956 members 
Entering Unmasked Estep 
Score: -9033386.000000 Penalty: 5336.278320
	Iteration 131Q: 3 clusters Score -9033386 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -9033399.000000 Penalty: 5336.278320
	Iteration 132Q: 3 clusters Score -9033399 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20014 members 
Mstep: Class 2 contains 27020 members 
Entering Unmasked Estep 
Score: -9033390.000000 Penalty: 5336.278320
	Iteration 133Q: 3 clusters Score -9033390 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19997 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -9033398.000000 Penalty: 5336.278320
	Iteration 134Q: 3 clusters Score -9033398 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -9033394.000000 Penalty: 5336.278320
	Iteration 135Q: 3 clusters Score -9033394 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19972 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -9033396.000000 Penalty: 5336.278320
	Iteration 136Q: 3 clusters Score -9033396 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 27072 members 
Entering Unmasked Estep 
Score: -9033383.000000 Penalty: 5336.278320
	Iteration 137Q: 3 clusters Score -9033383 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19952 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -9033383.000000 Penalty: 5336.278320
	Iteration 138Q: 3 clusters Score -9033383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 27097 members 
Entering Unmasked Estep 
Score: -9033380.000000 Penalty: 5336.278320
	Iteration 139Q: 3 clusters Score -9033380 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19923 members 
Mstep: Class 2 contains 27111 members 
Entering Unmasked Estep 
Score: -9033370.000000 Penalty: 5336.278320
	Iteration 140F: 3 clusters Score -9033370 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -9033371.000000 Penalty: 5336.278320
	Iteration 141Q: 3 clusters Score -9033371 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -9033375.000000 Penalty: 5336.278320
	Iteration 142Q: 3 clusters Score -9033375 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19913 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -9033371.000000 Penalty: 5336.278320
	Iteration 143Q: 3 clusters Score -9033371 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -9033370.000000 Penalty: 5336.278320
	Iteration 144Q: 3 clusters Score -9033370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19906 members 
Mstep: Class 2 contains 27128 members 
Entering Unmasked Estep 
Score: -9033379.000000 Penalty: 5336.278320
	Iteration 145Q: 3 clusters Score -9033379 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 27130 members 
Entering Unmasked Estep 
Score: -9033367.000000 Penalty: 5336.278320
	Iteration 146Q: 3 clusters Score -9033367 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -9033370.000000 Penalty: 5336.278320
	Iteration 147Q: 3 clusters Score -9033370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 27132 members 
Entering Unmasked Estep 
Score: -9033370.000000 Penalty: 5336.278320
	Iteration 148F: 3 clusters Score -9033370 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 28528 members 
Mstep: Class 3 contains 19902 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 24410 members 
Mstep: Class 6 contains 32216 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46561 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 25630 members 
Mstep: Class 11 contains 51092 members 
Mstep: Class 12 contains 69913 members 
Mstep: Class 13 contains 52732 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 29206 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41634 members 
Mstep: Class 18 contains 46789 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23813 members 
Mstep: Class 22 contains 40716 members 
Mstep: Class 23 contains 17500 members 
Mstep: Class 24 contains 23888 members 
Mstep: Class 25 contains 27132 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46326 members 
Mstep: Class 28 contains 21491 members 
Mstep: Class 29 contains 26768 members 
Mstep: Class 30 contains 59464 members 
Mstep: Class 31 contains 54044 members 
Mstep: Class 32 contains 66364 members 
Mstep: Class 33 contains 18200 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17603 members 
Mstep: Class 36 contains 46438 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28037 members 
Mstep: Class 40 contains 28229 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22989 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43995 members 
Entering Unmasked Estep 
Score: -207974912.000000 Penalty: 169222.343750
Splitting cluster 3 changes total score from -207976032.000000 to -207974912.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 4 (5138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Entering Unmasked Estep 
Score: -957457.875000 Penalty: 2119.015869
	Iteration 0F: 2 clusters Score -957457.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -952845.437500 Penalty: 4238.031738
	Iteration 0F: 3 clusters Score -952845.4 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -953969.750000 Penalty: 4238.031738
	Iteration 1F: 3 clusters Score -953969.8 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -954228.812500 Penalty: 4238.031738
	Iteration 2F: 3 clusters Score -954228.8 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2305 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -954373.750000 Penalty: 4238.031738
	Iteration 3F: 3 clusters Score -954373.8 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -954534.312500 Penalty: 4238.031738
	Iteration 4Q: 3 clusters Score -954534.3 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -954737.500000 Penalty: 4238.031738
	Iteration 5Q: 3 clusters Score -954737.5 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -954959.562500 Penalty: 4238.031738
	Iteration 6F: 3 clusters Score -954959.6 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -955253.312500 Penalty: 4238.031738
	Iteration 7F: 3 clusters Score -955253.3 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -955570.250000 Penalty: 4238.031738
	Iteration 8F: 3 clusters Score -955570.2 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -955852.187500 Penalty: 4238.031738
	Iteration 9F: 3 clusters Score -955852.2 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 3973 members 
Entering Unmasked Estep 
Score: -956038.937500 Penalty: 4238.031738
	Iteration 10Q: 3 clusters Score -956038.9 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1064 members 
Mstep: Class 2 contains 4074 members 
Entering Unmasked Estep 
Score: -956133.562500 Penalty: 4238.031738
	Iteration 11Q: 3 clusters Score -956133.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -956196.187500 Penalty: 4238.031738
	Iteration 12Q: 3 clusters Score -956196.2 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -956236.250000 Penalty: 4238.031738
	Iteration 13Q: 3 clusters Score -956236.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -956262.875000 Penalty: 4238.031738
	Iteration 14Q: 3 clusters Score -956262.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -956280.500000 Penalty: 4238.031738
	Iteration 15Q: 3 clusters Score -956280.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -956293.250000 Penalty: 4238.031738
	Iteration 16Q: 3 clusters Score -956293.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 4303 members 
Entering Unmasked Estep 
Score: -956302.000000 Penalty: 4238.031738
	Iteration 17Q: 3 clusters Score -956302 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -956305.312500 Penalty: 4238.031738
	Iteration 18Q: 3 clusters Score -956305.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -956311.500000 Penalty: 4238.031738
	Iteration 19Q: 3 clusters Score -956311.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -956314.000000 Penalty: 4238.031738
	Iteration 20F: 3 clusters Score -956314 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 4328 members 
Entering Unmasked Estep 
Score: -956316.125000 Penalty: 4238.031738
	Iteration 21Q: 3 clusters Score -956316.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 4329 members 
Entering Unmasked Estep 
Score: -956321.750000 Penalty: 4238.031738
	Iteration 22Q: 3 clusters Score -956321.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 4334 members 
Entering Unmasked Estep 
Score: -956325.187500 Penalty: 4238.031738
	Iteration 23Q: 3 clusters Score -956325.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4339 members 
Entering Unmasked Estep 
Score: -956325.812500 Penalty: 4238.031738
	Iteration 24Q: 3 clusters Score -956325.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -956326.437500 Penalty: 4238.031738
	Iteration 25Q: 3 clusters Score -956326.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4346 members 
Entering Unmasked Estep 
Score: -956328.375000 Penalty: 4238.031738
	Iteration 26Q: 3 clusters Score -956328.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -956329.125000 Penalty: 4238.031738
	Iteration 27Q: 3 clusters Score -956329.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -956329.937500 Penalty: 4238.031738
	Iteration 28Q: 3 clusters Score -956329.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -956332.625000 Penalty: 4238.031738
	Iteration 29Q: 3 clusters Score -956332.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -956331.312500 Penalty: 4238.031738
	Iteration 30Q: 3 clusters Score -956331.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -956332.687500 Penalty: 4238.031738
	Iteration 31Q: 3 clusters Score -956332.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -956332.562500 Penalty: 4238.031738
	Iteration 32Q: 3 clusters Score -956332.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 4353 members 
Entering Unmasked Estep 
Score: -956332.562500 Penalty: 4238.031738
	Iteration 33F: 3 clusters Score -956332.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24410 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24410 members 
Entering Unmasked Estep 
Score: -4684283.500000 Penalty: 2505.481445
	Iteration 0F: 2 clusters Score -4684284 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12256 members 
Mstep: Class 2 contains 12154 members 
Entering Unmasked Estep 
Score: -4667529.000000 Penalty: 5010.962891
	Iteration 0F: 3 clusters Score -4667529 nChanged 10834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 12178 members 
Entering Unmasked Estep 
Score: -4673377.000000 Penalty: 5010.962891
	Iteration 1F: 3 clusters Score -4673377 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4673709.500000 Penalty: 5010.962891
	Iteration 2Q: 3 clusters Score -4673710 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12215 members 
Mstep: Class 2 contains 12195 members 
Entering Unmasked Estep 
Score: -4673963.500000 Penalty: 5010.962891
	Iteration 3Q: 3 clusters Score -4673964 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 12209 members 
Entering Unmasked Estep 
Score: -4674188.500000 Penalty: 5010.962891
	Iteration 4Q: 3 clusters Score -4674188 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12214 members 
Mstep: Class 2 contains 12196 members 
Entering Unmasked Estep 
Score: -4674361.500000 Penalty: 5010.962891
	Iteration 5Q: 3 clusters Score -4674362 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12243 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -4674513.000000 Penalty: 5010.962891
	Iteration 6Q: 3 clusters Score -4674513 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 12124 members 
Entering Unmasked Estep 
Score: -4674645.500000 Penalty: 5010.962891
	Iteration 7Q: 3 clusters Score -4674646 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12337 members 
Mstep: Class 2 contains 12073 members 
Entering Unmasked Estep 
Score: -4674794.000000 Penalty: 5010.962891
	Iteration 8Q: 3 clusters Score -4674794 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12400 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -4674899.000000 Penalty: 5010.962891
	Iteration 9Q: 3 clusters Score -4674899 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12476 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -4675011.000000 Penalty: 5010.962891
	Iteration 10Q: 3 clusters Score -4675011 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12603 members 
Mstep: Class 2 contains 11807 members 
Entering Unmasked Estep 
Score: -4675154.500000 Penalty: 5010.962891
	Iteration 11Q: 3 clusters Score -4675154 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12786 members 
Mstep: Class 2 contains 11624 members 
Entering Unmasked Estep 
Score: -4675320.000000 Penalty: 5010.962891
	Iteration 12Q: 3 clusters Score -4675320 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -4675565.500000 Penalty: 5010.962891
	Iteration 13Q: 3 clusters Score -4675566 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13368 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -4675852.500000 Penalty: 5010.962891
	Iteration 14Q: 3 clusters Score -4675852 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13773 members 
Mstep: Class 2 contains 10637 members 
Entering Unmasked Estep 
Score: -4676265.500000 Penalty: 5010.962891
	Iteration 15Q: 3 clusters Score -4676266 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14313 members 
Mstep: Class 2 contains 10097 members 
Entering Unmasked Estep 
Score: -4676800.000000 Penalty: 5010.962891
	Iteration 16Q: 3 clusters Score -4676800 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -4677455.000000 Penalty: 5010.962891
	Iteration 17Q: 3 clusters Score -4677455 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15423 members 
Mstep: Class 2 contains 8987 members 
Entering Unmasked Estep 
Score: -4678186.500000 Penalty: 5010.962891
	Iteration 18Q: 3 clusters Score -4678186 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15858 members 
Mstep: Class 2 contains 8552 members 
Entering Unmasked Estep 
Score: -4678872.000000 Penalty: 5010.962891
	Iteration 19Q: 3 clusters Score -4678872 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16197 members 
Mstep: Class 2 contains 8213 members 
Entering Unmasked Estep 
Score: -4679452.500000 Penalty: 5010.962891
	Iteration 20F: 3 clusters Score -4679452 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 7981 members 
Entering Unmasked Estep 
Score: -4679796.500000 Penalty: 5010.962891
	Iteration 21Q: 3 clusters Score -4679796 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16621 members 
Mstep: Class 2 contains 7789 members 
Entering Unmasked Estep 
Score: -4680008.500000 Penalty: 5010.962891
	Iteration 22Q: 3 clusters Score -4680008 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16785 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -4680169.000000 Penalty: 5010.962891
	Iteration 23Q: 3 clusters Score -4680169 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 7525 members 
Entering Unmasked Estep 
Score: -4680286.000000 Penalty: 5010.962891
	Iteration 24Q: 3 clusters Score -4680286 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16936 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -4680368.000000 Penalty: 5010.962891
	Iteration 25Q: 3 clusters Score -4680368 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16992 members 
Mstep: Class 2 contains 7418 members 
Entering Unmasked Estep 
Score: -4680445.500000 Penalty: 5010.962891
	Iteration 26Q: 3 clusters Score -4680446 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17045 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -4680494.500000 Penalty: 5010.962891
	Iteration 27Q: 3 clusters Score -4680494 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17079 members 
Mstep: Class 2 contains 7331 members 
Entering Unmasked Estep 
Score: -4680520.000000 Penalty: 5010.962891
	Iteration 28Q: 3 clusters Score -4680520 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17107 members 
Mstep: Class 2 contains 7303 members 
Entering Unmasked Estep 
Score: -4680544.000000 Penalty: 5010.962891
	Iteration 29Q: 3 clusters Score -4680544 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 7270 members 
Entering Unmasked Estep 
Score: -4680566.500000 Penalty: 5010.962891
	Iteration 30Q: 3 clusters Score -4680566 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17160 members 
Mstep: Class 2 contains 7250 members 
Entering Unmasked Estep 
Score: -4680587.000000 Penalty: 5010.962891
	Iteration 31Q: 3 clusters Score -4680587 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17162 members 
Mstep: Class 2 contains 7248 members 
Entering Unmasked Estep 
Score: -4680601.500000 Penalty: 5010.962891
	Iteration 32Q: 3 clusters Score -4680602 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17183 members 
Mstep: Class 2 contains 7227 members 
Entering Unmasked Estep 
Score: -4680617.500000 Penalty: 5010.962891
	Iteration 33Q: 3 clusters Score -4680618 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17229 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -4680639.500000 Penalty: 5010.962891
	Iteration 34Q: 3 clusters Score -4680640 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17267 members 
Mstep: Class 2 contains 7143 members 
Entering Unmasked Estep 
Score: -4680663.000000 Penalty: 5010.962891
	Iteration 35Q: 3 clusters Score -4680663 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
Score: -4680686.000000 Penalty: 5010.962891
	Iteration 36Q: 3 clusters Score -4680686 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 7054 members 
Entering Unmasked Estep 
Score: -4680689.500000 Penalty: 5010.962891
	Iteration 37Q: 3 clusters Score -4680690 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 7011 members 
Entering Unmasked Estep 
Score: -4680703.000000 Penalty: 5010.962891
	Iteration 38Q: 3 clusters Score -4680703 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 6969 members 
Entering Unmasked Estep 
Score: -4680720.000000 Penalty: 5010.962891
	Iteration 39Q: 3 clusters Score -4680720 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17491 members 
Mstep: Class 2 contains 6919 members 
Entering Unmasked Estep 
Score: -4680716.500000 Penalty: 5010.962891
	Iteration 40F: 3 clusters Score -4680716 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17543 members 
Mstep: Class 2 contains 6867 members 
Entering Unmasked Estep 
Score: -4680740.000000 Penalty: 5010.962891
	Iteration 41Q: 3 clusters Score -4680740 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17606 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -4680745.000000 Penalty: 5010.962891
	Iteration 42Q: 3 clusters Score -4680745 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17666 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -4680767.500000 Penalty: 5010.962891
	Iteration 43Q: 3 clusters Score -4680768 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17734 members 
Mstep: Class 2 contains 6676 members 
Entering Unmasked Estep 
Score: -4680775.000000 Penalty: 5010.962891
	Iteration 44Q: 3 clusters Score -4680775 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 6626 members 
Entering Unmasked Estep 
Score: -4680784.000000 Penalty: 5010.962891
	Iteration 45Q: 3 clusters Score -4680784 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17834 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -4680803.000000 Penalty: 5010.962891
	Iteration 46Q: 3 clusters Score -4680803 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 6531 members 
Entering Unmasked Estep 
Score: -4680819.500000 Penalty: 5010.962891
	Iteration 47Q: 3 clusters Score -4680820 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17922 members 
Mstep: Class 2 contains 6488 members 
Entering Unmasked Estep 
Score: -4680831.500000 Penalty: 5010.962891
	Iteration 48Q: 3 clusters Score -4680832 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17971 members 
Mstep: Class 2 contains 6439 members 
Entering Unmasked Estep 
Score: -4680837.500000 Penalty: 5010.962891
	Iteration 49Q: 3 clusters Score -4680838 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 6390 members 
Entering Unmasked Estep 
Score: -4680837.000000 Penalty: 5010.962891
	Iteration 50Q: 3 clusters Score -4680837 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18073 members 
Mstep: Class 2 contains 6337 members 
Entering Unmasked Estep 
Score: -4680838.500000 Penalty: 5010.962891
	Iteration 51Q: 3 clusters Score -4680838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 6282 members 
Entering Unmasked Estep 
Score: -4680850.500000 Penalty: 5010.962891
	Iteration 52Q: 3 clusters Score -4680850 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18177 members 
Mstep: Class 2 contains 6233 members 
Entering Unmasked Estep 
Score: -4680856.000000 Penalty: 5010.962891
	Iteration 53Q: 3 clusters Score -4680856 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 6195 members 
Entering Unmasked Estep 
Score: -4680864.000000 Penalty: 5010.962891
	Iteration 54Q: 3 clusters Score -4680864 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -4680867.000000 Penalty: 5010.962891
	Iteration 55Q: 3 clusters Score -4680867 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 6130 members 
Entering Unmasked Estep 
Score: -4680871.000000 Penalty: 5010.962891
	Iteration 56Q: 3 clusters Score -4680871 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18304 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -4680880.500000 Penalty: 5010.962891
	Iteration 57Q: 3 clusters Score -4680880 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 6086 members 
Entering Unmasked Estep 
Score: -4680878.500000 Penalty: 5010.962891
	Iteration 58Q: 3 clusters Score -4680878 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18349 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -4680887.000000 Penalty: 5010.962891
	Iteration 59Q: 3 clusters Score -4680887 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18372 members 
Mstep: Class 2 contains 6038 members 
Entering Unmasked Estep 
Score: -4680895.500000 Penalty: 5010.962891
	Iteration 60F: 3 clusters Score -4680896 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18398 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -4680895.500000 Penalty: 5010.962891
	Iteration 61Q: 3 clusters Score -4680896 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 5977 members 
Entering Unmasked Estep 
Score: -4680896.000000 Penalty: 5010.962891
	Iteration 62Q: 3 clusters Score -4680896 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18456 members 
Mstep: Class 2 contains 5954 members 
Entering Unmasked Estep 
Score: -4680897.000000 Penalty: 5010.962891
	Iteration 63Q: 3 clusters Score -4680897 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18487 members 
Mstep: Class 2 contains 5923 members 
Entering Unmasked Estep 
Score: -4680892.500000 Penalty: 5010.962891
	Iteration 64Q: 3 clusters Score -4680892 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18512 members 
Mstep: Class 2 contains 5898 members 
Entering Unmasked Estep 
Score: -4680898.500000 Penalty: 5010.962891
	Iteration 65Q: 3 clusters Score -4680898 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -4680911.500000 Penalty: 5010.962891
	Iteration 66Q: 3 clusters Score -4680912 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 5850 members 
Entering Unmasked Estep 
Score: -4680917.500000 Penalty: 5010.962891
	Iteration 67Q: 3 clusters Score -4680918 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 5826 members 
Entering Unmasked Estep 
Score: -4680925.500000 Penalty: 5010.962891
	Iteration 68Q: 3 clusters Score -4680926 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 5788 members 
Entering Unmasked Estep 
Score: -4680933.500000 Penalty: 5010.962891
	Iteration 69Q: 3 clusters Score -4680934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18656 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -4680941.500000 Penalty: 5010.962891
	Iteration 70Q: 3 clusters Score -4680942 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18684 members 
Mstep: Class 2 contains 5726 members 
Entering Unmasked Estep 
Score: -4680940.500000 Penalty: 5010.962891
	Iteration 71Q: 3 clusters Score -4680940 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -4680940.000000 Penalty: 5010.962891
	Iteration 72Q: 3 clusters Score -4680940 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -4680941.000000 Penalty: 5010.962891
	Iteration 73Q: 3 clusters Score -4680941 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18771 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -4680940.500000 Penalty: 5010.962891
	Iteration 74Q: 3 clusters Score -4680940 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18790 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -4680937.500000 Penalty: 5010.962891
	Iteration 75Q: 3 clusters Score -4680938 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 5598 members 
Entering Unmasked Estep 
Score: -4680948.000000 Penalty: 5010.962891
	Iteration 76Q: 3 clusters Score -4680948 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18836 members 
Mstep: Class 2 contains 5574 members 
Entering Unmasked Estep 
Score: -4680953.000000 Penalty: 5010.962891
	Iteration 77Q: 3 clusters Score -4680953 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -4680951.000000 Penalty: 5010.962891
	Iteration 78Q: 3 clusters Score -4680951 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18891 members 
Mstep: Class 2 contains 5519 members 
Entering Unmasked Estep 
Score: -4680944.500000 Penalty: 5010.962891
	Iteration 79Q: 3 clusters Score -4680944 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -4680947.500000 Penalty: 5010.962891
	Iteration 80F: 3 clusters Score -4680948 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -4680958.000000 Penalty: 5010.962891
	Iteration 81Q: 3 clusters Score -4680958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 5445 members 
Entering Unmasked Estep 
Score: -4680960.500000 Penalty: 5010.962891
	Iteration 82Q: 3 clusters Score -4680960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 5433 members 
Entering Unmasked Estep 
Score: -4680961.000000 Penalty: 5010.962891
	Iteration 83Q: 3 clusters Score -4680961 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -4680958.000000 Penalty: 5010.962891
	Iteration 84Q: 3 clusters Score -4680958 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18994 members 
Mstep: Class 2 contains 5416 members 
Entering Unmasked Estep 
Score: -4680960.500000 Penalty: 5010.962891
	Iteration 85Q: 3 clusters Score -4680960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -4680963.000000 Penalty: 5010.962891
	Iteration 86Q: 3 clusters Score -4680963 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 5412 members 
Entering Unmasked Estep 
Score: -4680963.000000 Penalty: 5010.962891
	Iteration 87Q: 3 clusters Score -4680963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 5411 members 
Entering Unmasked Estep 
Score: -4680972.000000 Penalty: 5010.962891
	Iteration 88Q: 3 clusters Score -4680972 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -4680965.500000 Penalty: 5010.962891
	Iteration 89Q: 3 clusters Score -4680966 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 5409 members 
Entering Unmasked Estep 
Score: -4680969.000000 Penalty: 5010.962891
	Iteration 90Q: 3 clusters Score -4680969 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -4680965.500000 Penalty: 5010.962891
	Iteration 91Q: 3 clusters Score -4680966 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19005 members 
Mstep: Class 2 contains 5405 members 
Entering Unmasked Estep 
Score: -4680967.500000 Penalty: 5010.962891
	Iteration 92Q: 3 clusters Score -4680968 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -4680967.000000 Penalty: 5010.962891
	Iteration 93Q: 3 clusters Score -4680967 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 5406 members 
Entering Unmasked Estep 
Score: -4680967.000000 Penalty: 5010.962891
	Iteration 94F: 3 clusters Score -4680967 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (32216 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32216 members 
Entering Unmasked Estep 
Score: -6220498.000000 Penalty: 2574.294189
	Iteration 0F: 2 clusters Score -6220498 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -6199356.000000 Penalty: 5148.588379
	Iteration 0F: 3 clusters Score -6199356 nChanged 14331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 16534 members 
Entering Unmasked Estep 
Score: -6207181.000000 Penalty: 5148.588379
	Iteration 1F: 3 clusters Score -6207181 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15363 members 
Mstep: Class 2 contains 16853 members 
Entering Unmasked Estep 
Score: -6207617.000000 Penalty: 5148.588379
	Iteration 2Q: 3 clusters Score -6207617 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14924 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -6207952.500000 Penalty: 5148.588379
	Iteration 3Q: 3 clusters Score -6207952 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -6208348.000000 Penalty: 5148.588379
	Iteration 4Q: 3 clusters Score -6208348 nChanged 1250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13648 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -6208812.000000 Penalty: 5148.588379
	Iteration 5Q: 3 clusters Score -6208812 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12646 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -6209369.000000 Penalty: 5148.588379
	Iteration 6Q: 3 clusters Score -6209369 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 20878 members 
Entering Unmasked Estep 
Score: -6210021.500000 Penalty: 5148.588379
	Iteration 7Q: 3 clusters Score -6210022 nChanged 1668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9788 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -6210941.000000 Penalty: 5148.588379
	Iteration 8F: 3 clusters Score -6210941 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7924 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -6212162.000000 Penalty: 5148.588379
	Iteration 9F: 3 clusters Score -6212162 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -6213530.500000 Penalty: 5148.588379
	Iteration 10F: 3 clusters Score -6213530 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 28267 members 
Entering Unmasked Estep 
Score: -6215030.500000 Penalty: 5148.588379
	Iteration 11F: 3 clusters Score -6215030 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 29899 members 
Entering Unmasked Estep 
Score: -6216360.500000 Penalty: 5148.588379
	Iteration 12F: 3 clusters Score -6216360 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 31032 members 
Entering Unmasked Estep 
Score: -6217249.000000 Penalty: 5148.588379
	Iteration 13Q: 3 clusters Score -6217249 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -6217739.500000 Penalty: 5148.588379
	Iteration 14Q: 3 clusters Score -6217740 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 31850 members 
Entering Unmasked Estep 
Score: -6217983.000000 Penalty: 5148.588379
	Iteration 15Q: 3 clusters Score -6217983 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 31940 members 
Entering Unmasked Estep 
Score: -6218088.000000 Penalty: 5148.588379
	Iteration 16Q: 3 clusters Score -6218088 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 31966 members 
Entering Unmasked Estep 
Score: -6218148.000000 Penalty: 5148.588379
	Iteration 17Q: 3 clusters Score -6218148 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 31987 members 
Entering Unmasked Estep 
Score: -6218185.500000 Penalty: 5148.588379
	Iteration 18Q: 3 clusters Score -6218186 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 31990 members 
Entering Unmasked Estep 
Score: -6218202.000000 Penalty: 5148.588379
	Iteration 19Q: 3 clusters Score -6218202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 31993 members 
Entering Unmasked Estep 
Score: -6218213.000000 Penalty: 5148.588379
	Iteration 20F: 3 clusters Score -6218213 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 31996 members 
Entering Unmasked Estep 
Score: -6218220.000000 Penalty: 5148.588379
	Iteration 21Q: 3 clusters Score -6218220 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 31999 members 
Entering Unmasked Estep 
Score: -6218229.000000 Penalty: 5148.588379
	Iteration 22Q: 3 clusters Score -6218229 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 32000 members 
Entering Unmasked Estep 
Score: -6218229.500000 Penalty: 5148.588379
	Iteration 23Q: 3 clusters Score -6218230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 32002 members 
Entering Unmasked Estep 
Score: -6218227.500000 Penalty: 5148.588379
	Iteration 24Q: 3 clusters Score -6218228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 32003 members 
Entering Unmasked Estep 
Score: -6218231.000000 Penalty: 5148.588379
	Iteration 25Q: 3 clusters Score -6218231 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -6218232.000000 Penalty: 5148.588379
	Iteration 26Q: 3 clusters Score -6218232 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -6218232.500000 Penalty: 5148.588379
	Iteration 27Q: 3 clusters Score -6218232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 32007 members 
Entering Unmasked Estep 
Score: -6218235.500000 Penalty: 5148.588379
	Iteration 28Q: 3 clusters Score -6218236 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -6218236.000000 Penalty: 5148.588379
	Iteration 29Q: 3 clusters Score -6218236 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 32006 members 
Entering Unmasked Estep 
Score: -6218236.000000 Penalty: 5148.588379
	Iteration 30F: 3 clusters Score -6218236 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -28940.970703 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -28940.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -28060.257812 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -28060.26 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -28426.035156 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -28426.04 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -28674.998047 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -28675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29046.628906 Penalty: 2773.129639
	Iteration 3F: 3 clusters Score -29046.63 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -29135.123047 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -29135.12 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -29183.343750 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -29183.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -29197.814453 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -29197.81 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29368.498047 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -29368.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29385.087891 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -29385.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -29385.087891 Penalty: 2773.129639
	Iteration 9F: 3 clusters Score -29385.09 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 28528 members 
Mstep: Class 3 contains 47034 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 24410 members 
Mstep: Class 6 contains 32216 members 
Mstep: Class 7 contains 116 members 
Mstep: Class 8 contains 46561 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 25630 members 
Mstep: Class 11 contains 51092 members 
Mstep: Class 12 contains 69913 members 
Mstep: Class 13 contains 52732 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 29206 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41634 members 
Mstep: Class 18 contains 46789 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23813 members 
Mstep: Class 22 contains 40716 members 
Mstep: Class 23 contains 17500 members 
Mstep: Class 24 contains 23888 members 
Mstep: Class 25 contains 152 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46326 members 
Mstep: Class 28 contains 21491 members 
Mstep: Class 29 contains 26768 members 
Mstep: Class 30 contains 59464 members 
Mstep: Class 31 contains 54044 members 
Mstep: Class 32 contains 66364 members 
Mstep: Class 33 contains 18200 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17603 members 
Mstep: Class 36 contains 46438 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28037 members 
Mstep: Class 40 contains 28229 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22989 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43995 members 
Entering Unmasked Estep 
Score: -207974384.000000 Penalty: 169222.343750
Splitting cluster 7 changes total score from -207976032.000000 to -207974384.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (46561 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46561 members 
Entering Unmasked Estep 
Score: -8961994.000000 Penalty: 2665.632812
	Iteration 0F: 2 clusters Score -8961994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23379 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -8935986.000000 Penalty: 5331.265625
	Iteration 0F: 3 clusters Score -8935986 nChanged 21307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24186 members 
Mstep: Class 2 contains 22375 members 
Entering Unmasked Estep 
Score: -8947623.000000 Penalty: 5331.265625
	Iteration 1F: 3 clusters Score -8947623 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24718 members 
Mstep: Class 2 contains 21843 members 
Entering Unmasked Estep 
Score: -8948117.000000 Penalty: 5331.265625
	Iteration 2Q: 3 clusters Score -8948117 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25447 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -8948542.000000 Penalty: 5331.265625
	Iteration 3Q: 3 clusters Score -8948542 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26407 members 
Mstep: Class 2 contains 20154 members 
Entering Unmasked Estep 
Score: -8948992.000000 Penalty: 5331.265625
	Iteration 4Q: 3 clusters Score -8948992 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27596 members 
Mstep: Class 2 contains 18965 members 
Entering Unmasked Estep 
Score: -8949515.000000 Penalty: 5331.265625
	Iteration 5Q: 3 clusters Score -8949515 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29139 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -8950373.000000 Penalty: 5331.265625
	Iteration 6Q: 3 clusters Score -8950373 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31157 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -8951349.000000 Penalty: 5331.265625
	Iteration 7Q: 3 clusters Score -8951349 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33527 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -8952759.000000 Penalty: 5331.265625
	Iteration 8F: 3 clusters Score -8952759 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35986 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -8954306.000000 Penalty: 5331.265625
	Iteration 9F: 3 clusters Score -8954306 nChanged 2417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38263 members 
Mstep: Class 2 contains 8298 members 
Entering Unmasked Estep 
Score: -8955920.000000 Penalty: 5331.265625
	Iteration 10F: 3 clusters Score -8955920 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40143 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -8957591.000000 Penalty: 5331.265625
	Iteration 11Q: 3 clusters Score -8957591 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41443 members 
Mstep: Class 2 contains 5118 members 
Entering Unmasked Estep 
Score: -8958686.000000 Penalty: 5331.265625
	Iteration 12Q: 3 clusters Score -8958686 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42305 members 
Mstep: Class 2 contains 4256 members 
Entering Unmasked Estep 
Score: -8959143.000000 Penalty: 5331.265625
	Iteration 13Q: 3 clusters Score -8959143 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42850 members 
Mstep: Class 2 contains 3711 members 
Entering Unmasked Estep 
Score: -8959369.000000 Penalty: 5331.265625
	Iteration 14Q: 3 clusters Score -8959369 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43221 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -8959562.000000 Penalty: 5331.265625
	Iteration 15Q: 3 clusters Score -8959562 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43497 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -8959689.000000 Penalty: 5331.265625
	Iteration 16Q: 3 clusters Score -8959689 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43735 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -8959804.000000 Penalty: 5331.265625
	Iteration 17Q: 3 clusters Score -8959804 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43934 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -8959878.000000 Penalty: 5331.265625
	Iteration 18Q: 3 clusters Score -8959878 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44080 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -8959932.000000 Penalty: 5331.265625
	Iteration 19Q: 3 clusters Score -8959932 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -8960005.000000 Penalty: 5331.265625
	Iteration 20F: 3 clusters Score -8960005 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44275 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -8960061.000000 Penalty: 5331.265625
	Iteration 21Q: 3 clusters Score -8960061 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44347 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8960102.000000 Penalty: 5331.265625
	Iteration 22Q: 3 clusters Score -8960102 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44411 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -8960126.000000 Penalty: 5331.265625
	Iteration 23Q: 3 clusters Score -8960126 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44466 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -8960138.000000 Penalty: 5331.265625
	Iteration 24Q: 3 clusters Score -8960138 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44533 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8960129.000000 Penalty: 5331.265625
	Iteration 25Q: 3 clusters Score -8960129 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44584 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -8960149.000000 Penalty: 5331.265625
	Iteration 26Q: 3 clusters Score -8960149 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44623 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -8960157.000000 Penalty: 5331.265625
	Iteration 27Q: 3 clusters Score -8960157 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44659 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -8960151.000000 Penalty: 5331.265625
	Iteration 28Q: 3 clusters Score -8960151 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44694 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -8960161.000000 Penalty: 5331.265625
	Iteration 29Q: 3 clusters Score -8960161 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -8960160.000000 Penalty: 5331.265625
	Iteration 30Q: 3 clusters Score -8960160 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44751 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -8960177.000000 Penalty: 5331.265625
	Iteration 31Q: 3 clusters Score -8960177 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8960192.000000 Penalty: 5331.265625
	Iteration 32Q: 3 clusters Score -8960192 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44790 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -8960200.000000 Penalty: 5331.265625
	Iteration 33Q: 3 clusters Score -8960200 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44788 members 
Mstep: Class 2 contains 1773 members 
Entering Unmasked Estep 
Score: -8960219.000000 Penalty: 5331.265625
	Iteration 34Q: 3 clusters Score -8960219 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44801 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -8960219.000000 Penalty: 5331.265625
	Iteration 35Q: 3 clusters Score -8960219 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44816 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -8960213.000000 Penalty: 5331.265625
	Iteration 36Q: 3 clusters Score -8960213 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8960220.000000 Penalty: 5331.265625
	Iteration 37Q: 3 clusters Score -8960220 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8960210.000000 Penalty: 5331.265625
	Iteration 38Q: 3 clusters Score -8960210 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8960221.000000 Penalty: 5331.265625
	Iteration 39Q: 3 clusters Score -8960221 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8960225.000000 Penalty: 5331.265625
	Iteration 40F: 3 clusters Score -8960225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8960217.000000 Penalty: 5331.265625
	Iteration 41Q: 3 clusters Score -8960217 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8960218.000000 Penalty: 5331.265625
	Iteration 42Q: 3 clusters Score -8960218 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8960227.000000 Penalty: 5331.265625
	Iteration 43Q: 3 clusters Score -8960227 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8960222.000000 Penalty: 5331.265625
	Iteration 44Q: 3 clusters Score -8960222 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44820 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -8960221.000000 Penalty: 5331.265625
	Iteration 45Q: 3 clusters Score -8960221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8960238.000000 Penalty: 5331.265625
	Iteration 46Q: 3 clusters Score -8960238 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44819 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -8960234.000000 Penalty: 5331.265625
	Iteration 47Q: 3 clusters Score -8960234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8960235.000000 Penalty: 5331.265625
	Iteration 48Q: 3 clusters Score -8960235 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44809 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -8960242.000000 Penalty: 5331.265625
	Iteration 49Q: 3 clusters Score -8960242 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44810 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -8960247.000000 Penalty: 5331.265625
	Iteration 50Q: 3 clusters Score -8960247 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44807 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -8960259.000000 Penalty: 5331.265625
	Iteration 51Q: 3 clusters Score -8960259 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44808 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -8960259.000000 Penalty: 5331.265625
	Iteration 52Q: 3 clusters Score -8960259 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44814 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -8960267.000000 Penalty: 5331.265625
	Iteration 53Q: 3 clusters Score -8960267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44815 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -8960256.000000 Penalty: 5331.265625
	Iteration 54Q: 3 clusters Score -8960256 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44818 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8960260.000000 Penalty: 5331.265625
	Iteration 55Q: 3 clusters Score -8960260 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -8960257.000000 Penalty: 5331.265625
	Iteration 56Q: 3 clusters Score -8960257 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44824 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -8960256.000000 Penalty: 5331.265625
	Iteration 57Q: 3 clusters Score -8960256 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44825 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -8960256.000000 Penalty: 5331.265625
	Iteration 58Q: 3 clusters Score -8960256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8960251.000000 Penalty: 5331.265625
	Iteration 59Q: 3 clusters Score -8960251 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8960248.000000 Penalty: 5331.265625
	Iteration 60F: 3 clusters Score -8960248 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44827 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -8960255.000000 Penalty: 5331.265625
	Iteration 61Q: 3 clusters Score -8960255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44826 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -8960256.000000 Penalty: 5331.265625
	Iteration 62Q: 3 clusters Score -8960256 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44828 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -8960249.000000 Penalty: 5331.265625
	Iteration 63Q: 3 clusters Score -8960249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44830 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -8960256.000000 Penalty: 5331.265625
	Iteration 64Q: 3 clusters Score -8960256 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44834 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -8960257.000000 Penalty: 5331.265625
	Iteration 65Q: 3 clusters Score -8960257 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8960254.000000 Penalty: 5331.265625
	Iteration 66Q: 3 clusters Score -8960254 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44835 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -8960255.000000 Penalty: 5331.265625
	Iteration 67Q: 3 clusters Score -8960255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44837 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -8960255.000000 Penalty: 5331.265625
	Iteration 68Q: 3 clusters Score -8960255 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8960248.000000 Penalty: 5331.265625
	Iteration 69Q: 3 clusters Score -8960248 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44836 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -8960248.000000 Penalty: 5331.265625
	Iteration 70F: 3 clusters Score -8960248 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (8233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8233 members 
Entering Unmasked Estep 
Score: -1437644.125000 Penalty: 2235.944580
	Iteration 0F: 2 clusters Score -1437644 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 4172 members 
Entering Unmasked Estep 
Score: -1431125.625000 Penalty: 4471.889160
	Iteration 0F: 3 clusters Score -1431126 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1433178.375000 Penalty: 4471.889160
	Iteration 1F: 3 clusters Score -1433178 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1433696.500000 Penalty: 4471.889160
	Iteration 2F: 3 clusters Score -1433696 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4316 members 
Entering Unmasked Estep 
Score: -1434229.875000 Penalty: 4471.889160
	Iteration 3F: 3 clusters Score -1434230 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1434703.125000 Penalty: 4471.889160
	Iteration 4F: 3 clusters Score -1434703 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4137 members 
Mstep: Class 2 contains 4096 members 
Entering Unmasked Estep 
Score: -1435210.125000 Penalty: 4471.889160
	Iteration 5F: 3 clusters Score -1435210 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4352 members 
Mstep: Class 2 contains 3881 members 
Entering Unmasked Estep 
Score: -1435703.500000 Penalty: 4471.889160
	Iteration 6F: 3 clusters Score -1435704 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4594 members 
Mstep: Class 2 contains 3639 members 
Entering Unmasked Estep 
Score: -1436139.875000 Penalty: 4471.889160
	Iteration 7F: 3 clusters Score -1436140 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -1436526.125000 Penalty: 4471.889160
	Iteration 8F: 3 clusters Score -1436526 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -1436822.000000 Penalty: 4471.889160
	Iteration 9Q: 3 clusters Score -1436822 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -1437030.250000 Penalty: 4471.889160
	Iteration 10Q: 3 clusters Score -1437030 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -1437168.000000 Penalty: 4471.889160
	Iteration 11Q: 3 clusters Score -1437168 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5657 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -1437253.000000 Penalty: 4471.889160
	Iteration 12Q: 3 clusters Score -1437253 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -1437309.875000 Penalty: 4471.889160
	Iteration 13Q: 3 clusters Score -1437310 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5855 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -1437352.750000 Penalty: 4471.889160
	Iteration 14Q: 3 clusters Score -1437353 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -1437403.250000 Penalty: 4471.889160
	Iteration 15Q: 3 clusters Score -1437403 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -1437433.625000 Penalty: 4471.889160
	Iteration 16Q: 3 clusters Score -1437434 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6068 members 
Mstep: Class 2 contains 2165 members 
Entering Unmasked Estep 
Score: -1437466.750000 Penalty: 4471.889160
	Iteration 17Q: 3 clusters Score -1437467 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6116 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1437486.500000 Penalty: 4471.889160
	Iteration 18Q: 3 clusters Score -1437486 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6161 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1437505.875000 Penalty: 4471.889160
	Iteration 19Q: 3 clusters Score -1437506 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2038 members 
Entering Unmasked Estep 
Score: -1437516.375000 Penalty: 4471.889160
	Iteration 20F: 3 clusters Score -1437516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1437529.250000 Penalty: 4471.889160
	Iteration 21Q: 3 clusters Score -1437529 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6255 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -1437538.875000 Penalty: 4471.889160
	Iteration 22Q: 3 clusters Score -1437539 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -1437551.250000 Penalty: 4471.889160
	Iteration 23Q: 3 clusters Score -1437551 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6311 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -1437563.375000 Penalty: 4471.889160
	Iteration 24Q: 3 clusters Score -1437563 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 1900 members 
Entering Unmasked Estep 
Score: -1437568.375000 Penalty: 4471.889160
	Iteration 25Q: 3 clusters Score -1437568 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6344 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -1437574.750000 Penalty: 4471.889160
	Iteration 26Q: 3 clusters Score -1437575 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6362 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1437579.875000 Penalty: 4471.889160
	Iteration 27Q: 3 clusters Score -1437580 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6380 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -1437591.500000 Penalty: 4471.889160
	Iteration 28Q: 3 clusters Score -1437592 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -1437600.000000 Penalty: 4471.889160
	Iteration 29Q: 3 clusters Score -1437600 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6421 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1437607.000000 Penalty: 4471.889160
	Iteration 30Q: 3 clusters Score -1437607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -1437605.750000 Penalty: 4471.889160
	Iteration 31Q: 3 clusters Score -1437606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6435 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -1437607.250000 Penalty: 4471.889160
	Iteration 32Q: 3 clusters Score -1437607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -1437608.000000 Penalty: 4471.889160
	Iteration 33Q: 3 clusters Score -1437608 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 1788 members 
Entering Unmasked Estep 
Score: -1437612.000000 Penalty: 4471.889160
	Iteration 34Q: 3 clusters Score -1437612 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1437611.750000 Penalty: 4471.889160
	Iteration 35Q: 3 clusters Score -1437612 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 1785 members 
Entering Unmasked Estep 
Score: -1437611.750000 Penalty: 4471.889160
	Iteration 36F: 3 clusters Score -1437612 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25630 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Entering Unmasked Estep 
Score: -5030477.000000 Penalty: 2517.576660
	Iteration 0F: 2 clusters Score -5030477 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -5013087.000000 Penalty: 5035.153320
	Iteration 0F: 3 clusters Score -5013087 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13743 members 
Mstep: Class 2 contains 11887 members 
Entering Unmasked Estep 
Score: -5019340.000000 Penalty: 5035.153320
	Iteration 1F: 3 clusters Score -5019340 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 11439 members 
Entering Unmasked Estep 
Score: -5019910.500000 Penalty: 5035.153320
	Iteration 2F: 3 clusters Score -5019910 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14801 members 
Mstep: Class 2 contains 10829 members 
Entering Unmasked Estep 
Score: -5020560.000000 Penalty: 5035.153320
	Iteration 3F: 3 clusters Score -5020560 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -5021329.500000 Penalty: 5035.153320
	Iteration 4F: 3 clusters Score -5021330 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -5022288.000000 Penalty: 5035.153320
	Iteration 5F: 3 clusters Score -5022288 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17968 members 
Mstep: Class 2 contains 7662 members 
Entering Unmasked Estep 
Score: -5023539.000000 Penalty: 5035.153320
	Iteration 6F: 3 clusters Score -5023539 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 6456 members 
Entering Unmasked Estep 
Score: -5024992.000000 Penalty: 5035.153320
	Iteration 7F: 3 clusters Score -5024992 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20153 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -5026576.500000 Penalty: 5035.153320
	Iteration 8F: 3 clusters Score -5026576 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 5023 members 
Entering Unmasked Estep 
Score: -5027628.500000 Penalty: 5035.153320
	Iteration 9Q: 3 clusters Score -5027628 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -5028018.500000 Penalty: 5035.153320
	Iteration 10Q: 3 clusters Score -5028018 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 4713 members 
Entering Unmasked Estep 
Score: -5028151.000000 Penalty: 5035.153320
	Iteration 11Q: 3 clusters Score -5028151 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -5028223.500000 Penalty: 5035.153320
	Iteration 12Q: 3 clusters Score -5028224 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -5028258.000000 Penalty: 5035.153320
	Iteration 13Q: 3 clusters Score -5028258 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21017 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -5028280.500000 Penalty: 5035.153320
	Iteration 14Q: 3 clusters Score -5028280 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -5028312.000000 Penalty: 5035.153320
	Iteration 15Q: 3 clusters Score -5028312 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21032 members 
Mstep: Class 2 contains 4598 members 
Entering Unmasked Estep 
Score: -5028310.000000 Penalty: 5035.153320
	Iteration 16Q: 3 clusters Score -5028310 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -5028317.000000 Penalty: 5035.153320
	Iteration 17Q: 3 clusters Score -5028317 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21060 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -5028317.000000 Penalty: 5035.153320
	Iteration 18Q: 3 clusters Score -5028317 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21070 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -5028317.000000 Penalty: 5035.153320
	Iteration 19Q: 3 clusters Score -5028317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -5028318.500000 Penalty: 5035.153320
	Iteration 20F: 3 clusters Score -5028318 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21078 members 
Mstep: Class 2 contains 4552 members 
Entering Unmasked Estep 
Score: -5028315.000000 Penalty: 5035.153320
	Iteration 21Q: 3 clusters Score -5028315 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21079 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -5028318.500000 Penalty: 5035.153320
	Iteration 22Q: 3 clusters Score -5028318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -5028316.500000 Penalty: 5035.153320
	Iteration 23Q: 3 clusters Score -5028316 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21090 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -5028314.500000 Penalty: 5035.153320
	Iteration 24Q: 3 clusters Score -5028314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21096 members 
Mstep: Class 2 contains 4534 members 
Entering Unmasked Estep 
Score: -5028323.500000 Penalty: 5035.153320
	Iteration 25Q: 3 clusters Score -5028324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21098 members 
Mstep: Class 2 contains 4532 members 
Entering Unmasked Estep 
Score: -5028319.000000 Penalty: 5035.153320
	Iteration 26Q: 3 clusters Score -5028319 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21106 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -5028327.000000 Penalty: 5035.153320
	Iteration 27Q: 3 clusters Score -5028327 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -5028326.000000 Penalty: 5035.153320
	Iteration 28Q: 3 clusters Score -5028326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -5028326.500000 Penalty: 5035.153320
	Iteration 29Q: 3 clusters Score -5028326 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -5028331.000000 Penalty: 5035.153320
	Iteration 30Q: 3 clusters Score -5028331 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21111 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5028333.000000 Penalty: 5035.153320
	Iteration 31Q: 3 clusters Score -5028333 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -5028328.000000 Penalty: 5035.153320
	Iteration 32Q: 3 clusters Score -5028328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21114 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5028330.500000 Penalty: 5035.153320
	Iteration 33Q: 3 clusters Score -5028330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -5028329.500000 Penalty: 5035.153320
	Iteration 34Q: 3 clusters Score -5028330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5028336.500000 Penalty: 5035.153320
	Iteration 35Q: 3 clusters Score -5028336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5028335.000000 Penalty: 5035.153320
	Iteration 36Q: 3 clusters Score -5028335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21122 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -5028326.500000 Penalty: 5035.153320
	Iteration 37Q: 3 clusters Score -5028326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5028331.000000 Penalty: 5035.153320
	Iteration 38Q: 3 clusters Score -5028331 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -5028331.000000 Penalty: 5035.153320
	Iteration 39F: 3 clusters Score -5028331 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51092 members 
Entering Unmasked Estep 
Score: -9607454.000000 Penalty: 2688.663086
	Iteration 0F: 2 clusters Score -9607454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25505 members 
Mstep: Class 2 contains 25587 members 
Entering Unmasked Estep 
Score: -9574056.000000 Penalty: 5377.326172
	Iteration 0F: 3 clusters Score -9574056 nChanged 23648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24933 members 
Mstep: Class 2 contains 26159 members 
Entering Unmasked Estep 
Score: -9587249.000000 Penalty: 5377.326172
	Iteration 1F: 3 clusters Score -9587249 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 26571 members 
Entering Unmasked Estep 
Score: -9587891.000000 Penalty: 5377.326172
	Iteration 2Q: 3 clusters Score -9587891 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -9588517.000000 Penalty: 5377.326172
	Iteration 3Q: 3 clusters Score -9588517 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -9589261.000000 Penalty: 5377.326172
	Iteration 4Q: 3 clusters Score -9589261 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 28888 members 
Entering Unmasked Estep 
Score: -9590079.000000 Penalty: 5377.326172
	Iteration 5Q: 3 clusters Score -9590079 nChanged 2326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20972 members 
Mstep: Class 2 contains 30120 members 
Entering Unmasked Estep 
Score: -9591139.000000 Penalty: 5377.326172
	Iteration 6Q: 3 clusters Score -9591139 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19406 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -9592603.000000 Penalty: 5377.326172
	Iteration 7F: 3 clusters Score -9592603 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17718 members 
Mstep: Class 2 contains 33374 members 
Entering Unmasked Estep 
Score: -9594125.000000 Penalty: 5377.326172
	Iteration 8F: 3 clusters Score -9594125 nChanged 2558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16106 members 
Mstep: Class 2 contains 34986 members 
Entering Unmasked Estep 
Score: -9595828.000000 Penalty: 5377.326172
	Iteration 9F: 3 clusters Score -9595828 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 36345 members 
Entering Unmasked Estep 
Score: -9597444.000000 Penalty: 5377.326172
	Iteration 10Q: 3 clusters Score -9597444 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 37490 members 
Entering Unmasked Estep 
Score: -9598879.000000 Penalty: 5377.326172
	Iteration 11Q: 3 clusters Score -9598879 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
Score: -9599732.000000 Penalty: 5377.326172
	Iteration 12Q: 3 clusters Score -9599732 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11936 members 
Mstep: Class 2 contains 39156 members 
Entering Unmasked Estep 
Score: -9600229.000000 Penalty: 5377.326172
	Iteration 13Q: 3 clusters Score -9600229 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11224 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -9600585.000000 Penalty: 5377.326172
	Iteration 14Q: 3 clusters Score -9600585 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10606 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -9600878.000000 Penalty: 5377.326172
	Iteration 15Q: 3 clusters Score -9600878 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9992 members 
Mstep: Class 2 contains 41100 members 
Entering Unmasked Estep 
Score: -9601117.000000 Penalty: 5377.326172
	Iteration 16Q: 3 clusters Score -9601117 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9395 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -9601310.000000 Penalty: 5377.326172
	Iteration 17Q: 3 clusters Score -9601310 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 42246 members 
Entering Unmasked Estep 
Score: -9601531.000000 Penalty: 5377.326172
	Iteration 18Q: 3 clusters Score -9601531 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8298 members 
Mstep: Class 2 contains 42794 members 
Entering Unmasked Estep 
Score: -9601778.000000 Penalty: 5377.326172
	Iteration 19Q: 3 clusters Score -9601778 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7767 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -9601961.000000 Penalty: 5377.326172
	Iteration 20F: 3 clusters Score -9601961 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7241 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -9602166.000000 Penalty: 5377.326172
	Iteration 21Q: 3 clusters Score -9602166 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -9602384.000000 Penalty: 5377.326172
	Iteration 22Q: 3 clusters Score -9602384 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 44928 members 
Entering Unmasked Estep 
Score: -9602571.000000 Penalty: 5377.326172
	Iteration 23Q: 3 clusters Score -9602571 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5661 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -9602745.000000 Penalty: 5377.326172
	Iteration 24Q: 3 clusters Score -9602745 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5136 members 
Mstep: Class 2 contains 45956 members 
Entering Unmasked Estep 
Score: -9602934.000000 Penalty: 5377.326172
	Iteration 25Q: 3 clusters Score -9602934 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4619 members 
Mstep: Class 2 contains 46473 members 
Entering Unmasked Estep 
Score: -9603176.000000 Penalty: 5377.326172
	Iteration 26Q: 3 clusters Score -9603176 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4144 members 
Mstep: Class 2 contains 46948 members 
Entering Unmasked Estep 
Score: -9603380.000000 Penalty: 5377.326172
	Iteration 27Q: 3 clusters Score -9603380 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 47386 members 
Entering Unmasked Estep 
Score: -9603534.000000 Penalty: 5377.326172
	Iteration 28Q: 3 clusters Score -9603534 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 47782 members 
Entering Unmasked Estep 
Score: -9603713.000000 Penalty: 5377.326172
	Iteration 29Q: 3 clusters Score -9603713 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 48156 members 
Entering Unmasked Estep 
Score: -9603889.000000 Penalty: 5377.326172
	Iteration 30Q: 3 clusters Score -9603889 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 48493 members 
Entering Unmasked Estep 
Score: -9604071.000000 Penalty: 5377.326172
	Iteration 31Q: 3 clusters Score -9604071 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 48786 members 
Entering Unmasked Estep 
Score: -9604215.000000 Penalty: 5377.326172
	Iteration 32Q: 3 clusters Score -9604215 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 49029 members 
Entering Unmasked Estep 
Score: -9604336.000000 Penalty: 5377.326172
	Iteration 33Q: 3 clusters Score -9604336 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 49245 members 
Entering Unmasked Estep 
Score: -9604467.000000 Penalty: 5377.326172
	Iteration 34Q: 3 clusters Score -9604467 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 49429 members 
Entering Unmasked Estep 
Score: -9604543.000000 Penalty: 5377.326172
	Iteration 35Q: 3 clusters Score -9604543 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 49584 members 
Entering Unmasked Estep 
Score: -9604651.000000 Penalty: 5377.326172
	Iteration 36Q: 3 clusters Score -9604651 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 49714 members 
Entering Unmasked Estep 
Score: -9604751.000000 Penalty: 5377.326172
	Iteration 37Q: 3 clusters Score -9604751 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 49821 members 
Entering Unmasked Estep 
Score: -9604785.000000 Penalty: 5377.326172
	Iteration 38Q: 3 clusters Score -9604785 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 49908 members 
Entering Unmasked Estep 
Score: -9604836.000000 Penalty: 5377.326172
	Iteration 39Q: 3 clusters Score -9604836 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 49975 members 
Entering Unmasked Estep 
Score: -9604861.000000 Penalty: 5377.326172
	Iteration 40F: 3 clusters Score -9604861 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 50034 members 
Entering Unmasked Estep 
Score: -9604886.000000 Penalty: 5377.326172
	Iteration 41Q: 3 clusters Score -9604886 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 50076 members 
Entering Unmasked Estep 
Score: -9604914.000000 Penalty: 5377.326172
	Iteration 42Q: 3 clusters Score -9604914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 975 members 
Mstep: Class 2 contains 50117 members 
Entering Unmasked Estep 
Score: -9604934.000000 Penalty: 5377.326172
	Iteration 43Q: 3 clusters Score -9604934 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 50150 members 
Entering Unmasked Estep 
Score: -9604956.000000 Penalty: 5377.326172
	Iteration 44Q: 3 clusters Score -9604956 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -9604972.000000 Penalty: 5377.326172
	Iteration 45Q: 3 clusters Score -9604972 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 50206 members 
Entering Unmasked Estep 
Score: -9604982.000000 Penalty: 5377.326172
	Iteration 46Q: 3 clusters Score -9604982 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 50227 members 
Entering Unmasked Estep 
Score: -9604994.000000 Penalty: 5377.326172
	Iteration 47Q: 3 clusters Score -9604994 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 50241 members 
Entering Unmasked Estep 
Score: -9605001.000000 Penalty: 5377.326172
	Iteration 48Q: 3 clusters Score -9605001 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 50256 members 
Entering Unmasked Estep 
Score: -9605016.000000 Penalty: 5377.326172
	Iteration 49Q: 3 clusters Score -9605016 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 50266 members 
Entering Unmasked Estep 
Score: -9605020.000000 Penalty: 5377.326172
	Iteration 50Q: 3 clusters Score -9605020 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -9605030.000000 Penalty: 5377.326172
	Iteration 51Q: 3 clusters Score -9605030 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 50284 members 
Entering Unmasked Estep 
Score: -9605030.000000 Penalty: 5377.326172
	Iteration 52Q: 3 clusters Score -9605030 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 50288 members 
Entering Unmasked Estep 
Score: -9605030.000000 Penalty: 5377.326172
	Iteration 53Q: 3 clusters Score -9605030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 50293 members 
Entering Unmasked Estep 
Score: -9605032.000000 Penalty: 5377.326172
	Iteration 54Q: 3 clusters Score -9605032 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -9605034.000000 Penalty: 5377.326172
	Iteration 55Q: 3 clusters Score -9605034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 50307 members 
Entering Unmasked Estep 
Score: -9605031.000000 Penalty: 5377.326172
	Iteration 56Q: 3 clusters Score -9605031 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 50316 members 
Entering Unmasked Estep 
Score: -9605046.000000 Penalty: 5377.326172
	Iteration 57Q: 3 clusters Score -9605046 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 50321 members 
Entering Unmasked Estep 
Score: -9605049.000000 Penalty: 5377.326172
	Iteration 58Q: 3 clusters Score -9605049 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -9605044.000000 Penalty: 5377.326172
	Iteration 59Q: 3 clusters Score -9605044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 50333 members 
Entering Unmasked Estep 
Score: -9605053.000000 Penalty: 5377.326172
	Iteration 60F: 3 clusters Score -9605053 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 50341 members 
Entering Unmasked Estep 
Score: -9605051.000000 Penalty: 5377.326172
	Iteration 61Q: 3 clusters Score -9605051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -9605054.000000 Penalty: 5377.326172
	Iteration 62Q: 3 clusters Score -9605054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 50350 members 
Entering Unmasked Estep 
Score: -9605058.000000 Penalty: 5377.326172
	Iteration 63Q: 3 clusters Score -9605058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -9605059.000000 Penalty: 5377.326172
	Iteration 64Q: 3 clusters Score -9605059 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -9605057.000000 Penalty: 5377.326172
	Iteration 65Q: 3 clusters Score -9605057 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 50357 members 
Entering Unmasked Estep 
Score: -9605056.000000 Penalty: 5377.326172
	Iteration 66Q: 3 clusters Score -9605056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -9605060.000000 Penalty: 5377.326172
	Iteration 67Q: 3 clusters Score -9605060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 50359 members 
Entering Unmasked Estep 
Score: -9605060.000000 Penalty: 5377.326172
	Iteration 68F: 3 clusters Score -9605060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69913 members 
Entering Unmasked Estep 
Score: -12702790.000000 Penalty: 2766.441895
	Iteration 0F: 2 clusters Score -1.270279e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 35094 members 
Entering Unmasked Estep 
Score: -12659511.000000 Penalty: 5532.883789
	Iteration 0F: 3 clusters Score -1.265951e+07 nChanged 32650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33507 members 
Mstep: Class 2 contains 36406 members 
Entering Unmasked Estep 
Score: -12678170.000000 Penalty: 5532.883789
	Iteration 1F: 3 clusters Score -1.267817e+07 nChanged 2911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32486 members 
Mstep: Class 2 contains 37427 members 
Entering Unmasked Estep 
Score: -12679001.000000 Penalty: 5532.883789
	Iteration 2Q: 3 clusters Score -1.2679e+07 nChanged 2837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31047 members 
Mstep: Class 2 contains 38866 members 
Entering Unmasked Estep 
Score: -12679924.000000 Penalty: 5532.883789
	Iteration 3Q: 3 clusters Score -1.267992e+07 nChanged 2991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29000 members 
Mstep: Class 2 contains 40913 members 
Entering Unmasked Estep 
Score: -12681158.000000 Penalty: 5532.883789
	Iteration 4Q: 3 clusters Score -1.268116e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26225 members 
Mstep: Class 2 contains 43688 members 
Entering Unmasked Estep 
Score: -12682822.000000 Penalty: 5532.883789
	Iteration 5Q: 3 clusters Score -1.268282e+07 nChanged 3976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22575 members 
Mstep: Class 2 contains 47338 members 
Entering Unmasked Estep 
Score: -12685014.000000 Penalty: 5532.883789
	Iteration 6F: 3 clusters Score -1.268501e+07 nChanged 4547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18178 members 
Mstep: Class 2 contains 51735 members 
Entering Unmasked Estep 
Score: -12687903.000000 Penalty: 5532.883789
	Iteration 7F: 3 clusters Score -1.26879e+07 nChanged 4913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 56558 members 
Entering Unmasked Estep 
Score: -12691596.000000 Penalty: 5532.883789
	Iteration 8F: 3 clusters Score -1.26916e+07 nChanged 4595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8792 members 
Mstep: Class 2 contains 61121 members 
Entering Unmasked Estep 
Score: -12694751.000000 Penalty: 5532.883789
	Iteration 9F: 3 clusters Score -1.269475e+07 nChanged 3615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 64720 members 
Entering Unmasked Estep 
Score: -12697023.000000 Penalty: 5532.883789
	Iteration 10F: 3 clusters Score -1.269702e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 66934 members 
Entering Unmasked Estep 
Score: -12698481.000000 Penalty: 5532.883789
	Iteration 11Q: 3 clusters Score -1.269848e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 68115 members 
Entering Unmasked Estep 
Score: -12699312.000000 Penalty: 5532.883789
	Iteration 12Q: 3 clusters Score -1.269931e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1186 members 
Mstep: Class 2 contains 68727 members 
Entering Unmasked Estep 
Score: -12699762.000000 Penalty: 5532.883789
	Iteration 13Q: 3 clusters Score -1.269976e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 69036 members 
Entering Unmasked Estep 
Score: -12699973.000000 Penalty: 5532.883789
	Iteration 14Q: 3 clusters Score -1.269997e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 69207 members 
Entering Unmasked Estep 
Score: -12700183.000000 Penalty: 5532.883789
	Iteration 15Q: 3 clusters Score -1.270018e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 69281 members 
Entering Unmasked Estep 
Score: -12700263.000000 Penalty: 5532.883789
	Iteration 16Q: 3 clusters Score -1.270026e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 69332 members 
Entering Unmasked Estep 
Score: -12700337.000000 Penalty: 5532.883789
	Iteration 17Q: 3 clusters Score -1.270034e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 69369 members 
Entering Unmasked Estep 
Score: -12700382.000000 Penalty: 5532.883789
	Iteration 18Q: 3 clusters Score -1.270038e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 69394 members 
Entering Unmasked Estep 
Score: -12700399.000000 Penalty: 5532.883789
	Iteration 19Q: 3 clusters Score -1.27004e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 69413 members 
Entering Unmasked Estep 
Score: -12700438.000000 Penalty: 5532.883789
	Iteration 20F: 3 clusters Score -1.270044e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 69424 members 
Entering Unmasked Estep 
Score: -12700451.000000 Penalty: 5532.883789
	Iteration 21Q: 3 clusters Score -1.270045e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 69433 members 
Entering Unmasked Estep 
Score: -12700456.000000 Penalty: 5532.883789
	Iteration 22Q: 3 clusters Score -1.270046e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 69440 members 
Entering Unmasked Estep 
Score: -12700473.000000 Penalty: 5532.883789
	Iteration 23Q: 3 clusters Score -1.270047e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 69448 members 
Entering Unmasked Estep 
Score: -12700503.000000 Penalty: 5532.883789
	Iteration 24Q: 3 clusters Score -1.27005e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 69457 members 
Entering Unmasked Estep 
Score: -12700524.000000 Penalty: 5532.883789
	Iteration 25Q: 3 clusters Score -1.270052e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 69463 members 
Entering Unmasked Estep 
Score: -12700533.000000 Penalty: 5532.883789
	Iteration 26Q: 3 clusters Score -1.270053e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 69471 members 
Entering Unmasked Estep 
Score: -12700537.000000 Penalty: 5532.883789
	Iteration 27Q: 3 clusters Score -1.270054e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 69475 members 
Entering Unmasked Estep 
Score: -12700542.000000 Penalty: 5532.883789
	Iteration 28Q: 3 clusters Score -1.270054e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -12700542.000000 Penalty: 5532.883789
	Iteration 29Q: 3 clusters Score -1.270054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 69477 members 
Entering Unmasked Estep 
Score: -12700542.000000 Penalty: 5532.883789
	Iteration 30F: 3 clusters Score -1.270054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52732 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52732 members 
Entering Unmasked Estep 
Score: -9919398.000000 Penalty: 2696.498535
	Iteration 0F: 2 clusters Score -9919398 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 26327 members 
Entering Unmasked Estep 
Score: -9885128.000000 Penalty: 5392.997070
	Iteration 0F: 3 clusters Score -9885128 nChanged 24482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 26151 members 
Entering Unmasked Estep 
Score: -9898563.000000 Penalty: 5392.997070
	Iteration 1F: 3 clusters Score -9898563 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 26072 members 
Entering Unmasked Estep 
Score: -9899022.000000 Penalty: 5392.997070
	Iteration 2Q: 3 clusters Score -9899022 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26719 members 
Mstep: Class 2 contains 26013 members 
Entering Unmasked Estep 
Score: -9899395.000000 Penalty: 5392.997070
	Iteration 3Q: 3 clusters Score -9899395 nChanged 1621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -9899717.000000 Penalty: 5392.997070
	Iteration 4Q: 3 clusters Score -9899717 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 25645 members 
Entering Unmasked Estep 
Score: -9900023.000000 Penalty: 5392.997070
	Iteration 5Q: 3 clusters Score -9900023 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27406 members 
Mstep: Class 2 contains 25326 members 
Entering Unmasked Estep 
Score: -9900373.000000 Penalty: 5392.997070
	Iteration 6Q: 3 clusters Score -9900373 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27852 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -9900770.000000 Penalty: 5392.997070
	Iteration 7Q: 3 clusters Score -9900770 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 24285 members 
Entering Unmasked Estep 
Score: -9901396.000000 Penalty: 5392.997070
	Iteration 8Q: 3 clusters Score -9901396 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29276 members 
Mstep: Class 2 contains 23456 members 
Entering Unmasked Estep 
Score: -9902287.000000 Penalty: 5392.997070
	Iteration 9Q: 3 clusters Score -9902287 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30290 members 
Mstep: Class 2 contains 22442 members 
Entering Unmasked Estep 
Score: -9903747.000000 Penalty: 5392.997070
	Iteration 10Q: 3 clusters Score -9903747 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 21482 members 
Entering Unmasked Estep 
Score: -9905861.000000 Penalty: 5392.997070
	Iteration 11F: 3 clusters Score -9905861 nChanged 3169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 20891 members 
Entering Unmasked Estep 
Score: -9908470.000000 Penalty: 5392.997070
	Iteration 12F: 3 clusters Score -9908470 nChanged 3170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32145 members 
Mstep: Class 2 contains 20587 members 
Entering Unmasked Estep 
Score: -9910755.000000 Penalty: 5392.997070
	Iteration 13F: 3 clusters Score -9910755 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32287 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -9911914.000000 Penalty: 5392.997070
	Iteration 14Q: 3 clusters Score -9911914 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32351 members 
Mstep: Class 2 contains 20381 members 
Entering Unmasked Estep 
Score: -9912405.000000 Penalty: 5392.997070
	Iteration 15Q: 3 clusters Score -9912405 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 20276 members 
Entering Unmasked Estep 
Score: -9912732.000000 Penalty: 5392.997070
	Iteration 16Q: 3 clusters Score -9912732 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -9912988.000000 Penalty: 5392.997070
	Iteration 17Q: 3 clusters Score -9912988 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32670 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
Score: -9913216.000000 Penalty: 5392.997070
	Iteration 18Q: 3 clusters Score -9913216 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32728 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -9913491.000000 Penalty: 5392.997070
	Iteration 19Q: 3 clusters Score -9913491 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32683 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -9913686.000000 Penalty: 5392.997070
	Iteration 20F: 3 clusters Score -9913686 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32608 members 
Mstep: Class 2 contains 20124 members 
Entering Unmasked Estep 
Score: -9913907.000000 Penalty: 5392.997070
	Iteration 21Q: 3 clusters Score -9913907 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -9914106.000000 Penalty: 5392.997070
	Iteration 22Q: 3 clusters Score -9914106 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 20336 members 
Entering Unmasked Estep 
Score: -9914326.000000 Penalty: 5392.997070
	Iteration 23Q: 3 clusters Score -9914326 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -9914568.000000 Penalty: 5392.997070
	Iteration 24Q: 3 clusters Score -9914568 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32087 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -9914797.000000 Penalty: 5392.997070
	Iteration 25Q: 3 clusters Score -9914797 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31875 members 
Mstep: Class 2 contains 20857 members 
Entering Unmasked Estep 
Score: -9915041.000000 Penalty: 5392.997070
	Iteration 26Q: 3 clusters Score -9915041 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31678 members 
Mstep: Class 2 contains 21054 members 
Entering Unmasked Estep 
Score: -9915279.000000 Penalty: 5392.997070
	Iteration 27Q: 3 clusters Score -9915279 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -9915498.000000 Penalty: 5392.997070
	Iteration 28Q: 3 clusters Score -9915498 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 21470 members 
Entering Unmasked Estep 
Score: -9915651.000000 Penalty: 5392.997070
	Iteration 29Q: 3 clusters Score -9915651 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -9915688.000000 Penalty: 5392.997070
	Iteration 30Q: 3 clusters Score -9915688 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 21775 members 
Entering Unmasked Estep 
Score: -9915771.000000 Penalty: 5392.997070
	Iteration 31Q: 3 clusters Score -9915771 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30845 members 
Mstep: Class 2 contains 21887 members 
Entering Unmasked Estep 
Score: -9915835.000000 Penalty: 5392.997070
	Iteration 32Q: 3 clusters Score -9915835 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 21986 members 
Entering Unmasked Estep 
Score: -9915867.000000 Penalty: 5392.997070
	Iteration 33Q: 3 clusters Score -9915867 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30659 members 
Mstep: Class 2 contains 22073 members 
Entering Unmasked Estep 
Score: -9915909.000000 Penalty: 5392.997070
	Iteration 34Q: 3 clusters Score -9915909 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30580 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -9915928.000000 Penalty: 5392.997070
	Iteration 35Q: 3 clusters Score -9915928 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30514 members 
Mstep: Class 2 contains 22218 members 
Entering Unmasked Estep 
Score: -9915922.000000 Penalty: 5392.997070
	Iteration 36Q: 3 clusters Score -9915922 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -9915917.000000 Penalty: 5392.997070
	Iteration 37Q: 3 clusters Score -9915917 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -9915944.000000 Penalty: 5392.997070
	Iteration 38Q: 3 clusters Score -9915944 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 22362 members 
Entering Unmasked Estep 
Score: -9915949.000000 Penalty: 5392.997070
	Iteration 39Q: 3 clusters Score -9915949 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30326 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -9915958.000000 Penalty: 5392.997070
	Iteration 40F: 3 clusters Score -9915958 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 22459 members 
Entering Unmasked Estep 
Score: -9915969.000000 Penalty: 5392.997070
	Iteration 41Q: 3 clusters Score -9915969 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -9915971.000000 Penalty: 5392.997070
	Iteration 42Q: 3 clusters Score -9915971 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -9915976.000000 Penalty: 5392.997070
	Iteration 43Q: 3 clusters Score -9915976 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 22563 members 
Entering Unmasked Estep 
Score: -9915985.000000 Penalty: 5392.997070
	Iteration 44Q: 3 clusters Score -9915985 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -9915983.000000 Penalty: 5392.997070
	Iteration 45Q: 3 clusters Score -9915983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30141 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -9915981.000000 Penalty: 5392.997070
	Iteration 46Q: 3 clusters Score -9915981 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -9915989.000000 Penalty: 5392.997070
	Iteration 47Q: 3 clusters Score -9915989 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -9915994.000000 Penalty: 5392.997070
	Iteration 48Q: 3 clusters Score -9915994 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -9915995.000000 Penalty: 5392.997070
	Iteration 49Q: 3 clusters Score -9915995 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30046 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -9915998.000000 Penalty: 5392.997070
	Iteration 50Q: 3 clusters Score -9915998 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -9916001.000000 Penalty: 5392.997070
	Iteration 51Q: 3 clusters Score -9916001 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30015 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -9915994.000000 Penalty: 5392.997070
	Iteration 52Q: 3 clusters Score -9915994 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30006 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -9916000.000000 Penalty: 5392.997070
	Iteration 53Q: 3 clusters Score -9916000 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29993 members 
Mstep: Class 2 contains 22739 members 
Entering Unmasked Estep 
Score: -9915998.000000 Penalty: 5392.997070
	Iteration 54Q: 3 clusters Score -9915998 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -9915994.000000 Penalty: 5392.997070
	Iteration 55Q: 3 clusters Score -9915994 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29968 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -9916008.000000 Penalty: 5392.997070
	Iteration 56Q: 3 clusters Score -9916008 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29951 members 
Mstep: Class 2 contains 22781 members 
Entering Unmasked Estep 
Score: -9916003.000000 Penalty: 5392.997070
	Iteration 57Q: 3 clusters Score -9916003 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29933 members 
Mstep: Class 2 contains 22799 members 
Entering Unmasked Estep 
Score: -9916002.000000 Penalty: 5392.997070
	Iteration 58Q: 3 clusters Score -9916002 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29910 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -9916013.000000 Penalty: 5392.997070
	Iteration 59Q: 3 clusters Score -9916013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29889 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -9916018.000000 Penalty: 5392.997070
	Iteration 60F: 3 clusters Score -9916018 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29870 members 
Mstep: Class 2 contains 22862 members 
Entering Unmasked Estep 
Score: -9916005.000000 Penalty: 5392.997070
	Iteration 61Q: 3 clusters Score -9916005 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29855 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -9916001.000000 Penalty: 5392.997070
	Iteration 62Q: 3 clusters Score -9916001 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29843 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -9915995.000000 Penalty: 5392.997070
	Iteration 63Q: 3 clusters Score -9915995 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29835 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -9915993.000000 Penalty: 5392.997070
	Iteration 64Q: 3 clusters Score -9915993 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29825 members 
Mstep: Class 2 contains 22907 members 
Entering Unmasked Estep 
Score: -9915989.000000 Penalty: 5392.997070
	Iteration 65Q: 3 clusters Score -9915989 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29815 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -9916000.000000 Penalty: 5392.997070
	Iteration 66Q: 3 clusters Score -9916000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -9915992.000000 Penalty: 5392.997070
	Iteration 67Q: 3 clusters Score -9915992 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29803 members 
Mstep: Class 2 contains 22929 members 
Entering Unmasked Estep 
Score: -9915994.000000 Penalty: 5392.997070
	Iteration 68Q: 3 clusters Score -9915994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29798 members 
Mstep: Class 2 contains 22934 members 
Entering Unmasked Estep 
Score: -9915996.000000 Penalty: 5392.997070
	Iteration 69Q: 3 clusters Score -9915996 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29790 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -9915996.000000 Penalty: 5392.997070
	Iteration 70Q: 3 clusters Score -9915996 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29780 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -9916005.000000 Penalty: 5392.997070
	Iteration 71Q: 3 clusters Score -9916005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -9916002.000000 Penalty: 5392.997070
	Iteration 72Q: 3 clusters Score -9916002 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29771 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -9916003.000000 Penalty: 5392.997070
	Iteration 73Q: 3 clusters Score -9916003 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -9916001.000000 Penalty: 5392.997070
	Iteration 74Q: 3 clusters Score -9916001 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29760 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -9916002.000000 Penalty: 5392.997070
	Iteration 75Q: 3 clusters Score -9916002 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29747 members 
Mstep: Class 2 contains 22985 members 
Entering Unmasked Estep 
Score: -9915999.000000 Penalty: 5392.997070
	Iteration 76Q: 3 clusters Score -9915999 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29736 members 
Mstep: Class 2 contains 22996 members 
Entering Unmasked Estep 
Score: -9915999.000000 Penalty: 5392.997070
	Iteration 77Q: 3 clusters Score -9915999 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -9916001.000000 Penalty: 5392.997070
	Iteration 78Q: 3 clusters Score -9916001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -9916003.000000 Penalty: 5392.997070
	Iteration 79Q: 3 clusters Score -9916003 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29682 members 
Mstep: Class 2 contains 23050 members 
Entering Unmasked Estep 
Score: -9916003.000000 Penalty: 5392.997070
	Iteration 80F: 3 clusters Score -9916003 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29672 members 
Mstep: Class 2 contains 23060 members 
Entering Unmasked Estep 
Score: -9916002.000000 Penalty: 5392.997070
	Iteration 81Q: 3 clusters Score -9916002 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 23075 members 
Entering Unmasked Estep 
Score: -9915997.000000 Penalty: 5392.997070
	Iteration 82Q: 3 clusters Score -9915997 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29644 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -9915999.000000 Penalty: 5392.997070
	Iteration 83Q: 3 clusters Score -9915999 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29629 members 
Mstep: Class 2 contains 23103 members 
Entering Unmasked Estep 
Score: -9916022.000000 Penalty: 5392.997070
	Iteration 84Q: 3 clusters Score -9916022 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -9916016.000000 Penalty: 5392.997070
	Iteration 85Q: 3 clusters Score -9916016 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 23137 members 
Entering Unmasked Estep 
Score: -9916018.000000 Penalty: 5392.997070
	Iteration 86Q: 3 clusters Score -9916018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29569 members 
Mstep: Class 2 contains 23163 members 
Entering Unmasked Estep 
Score: -9916020.000000 Penalty: 5392.997070
	Iteration 87Q: 3 clusters Score -9916020 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 23182 members 
Entering Unmasked Estep 
Score: -9916024.000000 Penalty: 5392.997070
	Iteration 88Q: 3 clusters Score -9916024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29540 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -9916021.000000 Penalty: 5392.997070
	Iteration 89Q: 3 clusters Score -9916021 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29533 members 
Mstep: Class 2 contains 23199 members 
Entering Unmasked Estep 
Score: -9916016.000000 Penalty: 5392.997070
	Iteration 90Q: 3 clusters Score -9916016 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29528 members 
Mstep: Class 2 contains 23204 members 
Entering Unmasked Estep 
Score: -9916023.000000 Penalty: 5392.997070
	Iteration 91Q: 3 clusters Score -9916023 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 23206 members 
Entering Unmasked Estep 
Score: -9916025.000000 Penalty: 5392.997070
	Iteration 92Q: 3 clusters Score -9916025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 23208 members 
Entering Unmasked Estep 
Score: -9916033.000000 Penalty: 5392.997070
	Iteration 93Q: 3 clusters Score -9916033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29523 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -9916033.000000 Penalty: 5392.997070
	Iteration 94Q: 3 clusters Score -9916033 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -9916030.000000 Penalty: 5392.997070
	Iteration 95Q: 3 clusters Score -9916030 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -9916025.000000 Penalty: 5392.997070
	Iteration 96Q: 3 clusters Score -9916025 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -9916031.000000 Penalty: 5392.997070
	Iteration 97Q: 3 clusters Score -9916031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29520 members 
Mstep: Class 2 contains 23212 members 
Entering Unmasked Estep 
Score: -9916031.000000 Penalty: 5392.997070
	Iteration 98F: 3 clusters Score -9916031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4682 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4682 members 
Entering Unmasked Estep 
Score: -872379.250000 Penalty: 2095.967285
	Iteration 0F: 2 clusters Score -872379.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -867996.875000 Penalty: 4191.934570
	Iteration 0F: 3 clusters Score -867996.9 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -869005.125000 Penalty: 4191.934570
	Iteration 1F: 3 clusters Score -869005.1 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2213 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -869204.125000 Penalty: 4191.934570
	Iteration 2F: 3 clusters Score -869204.1 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2177 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -869326.125000 Penalty: 4191.934570
	Iteration 3Q: 3 clusters Score -869326.1 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -869413.062500 Penalty: 4191.934570
	Iteration 4Q: 3 clusters Score -869413.1 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2578 members 
Entering Unmasked Estep 
Score: -869488.437500 Penalty: 4191.934570
	Iteration 5Q: 3 clusters Score -869488.4 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2065 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -869557.750000 Penalty: 4191.934570
	Iteration 6Q: 3 clusters Score -869557.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -869605.937500 Penalty: 4191.934570
	Iteration 7Q: 3 clusters Score -869605.9 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -869639.812500 Penalty: 4191.934570
	Iteration 8Q: 3 clusters Score -869639.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -869669.750000 Penalty: 4191.934570
	Iteration 9Q: 3 clusters Score -869669.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -869690.062500 Penalty: 4191.934570
	Iteration 10Q: 3 clusters Score -869690.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 2694 members 
Entering Unmasked Estep 
Score: -869705.437500 Penalty: 4191.934570
	Iteration 11Q: 3 clusters Score -869705.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 2704 members 
Entering Unmasked Estep 
Score: -869724.187500 Penalty: 4191.934570
	Iteration 12Q: 3 clusters Score -869724.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
Score: -869747.562500 Penalty: 4191.934570
	Iteration 13Q: 3 clusters Score -869747.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 2722 members 
Entering Unmasked Estep 
Score: -869764.000000 Penalty: 4191.934570
	Iteration 14Q: 3 clusters Score -869764 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -869781.812500 Penalty: 4191.934570
	Iteration 15Q: 3 clusters Score -869781.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -869800.125000 Penalty: 4191.934570
	Iteration 16Q: 3 clusters Score -869800.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2728 members 
Entering Unmasked Estep 
Score: -869819.562500 Penalty: 4191.934570
	Iteration 17Q: 3 clusters Score -869819.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 2734 members 
Entering Unmasked Estep 
Score: -869834.750000 Penalty: 4191.934570
	Iteration 18Q: 3 clusters Score -869834.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -869850.625000 Penalty: 4191.934570
	Iteration 19Q: 3 clusters Score -869850.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 2745 members 
Entering Unmasked Estep 
Score: -869859.687500 Penalty: 4191.934570
	Iteration 20F: 3 clusters Score -869859.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -869867.562500 Penalty: 4191.934570
	Iteration 21Q: 3 clusters Score -869867.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -869876.437500 Penalty: 4191.934570
	Iteration 22Q: 3 clusters Score -869876.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -869885.375000 Penalty: 4191.934570
	Iteration 23Q: 3 clusters Score -869885.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -869894.562500 Penalty: 4191.934570
	Iteration 24Q: 3 clusters Score -869894.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -869901.687500 Penalty: 4191.934570
	Iteration 25Q: 3 clusters Score -869901.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -869912.187500 Penalty: 4191.934570
	Iteration 26Q: 3 clusters Score -869912.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1890 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -869926.625000 Penalty: 4191.934570
	Iteration 27Q: 3 clusters Score -869926.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -869944.375000 Penalty: 4191.934570
	Iteration 28Q: 3 clusters Score -869944.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -869960.375000 Penalty: 4191.934570
	Iteration 29Q: 3 clusters Score -869960.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -869976.625000 Penalty: 4191.934570
	Iteration 30Q: 3 clusters Score -869976.6 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -869992.187500 Penalty: 4191.934570
	Iteration 31Q: 3 clusters Score -869992.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -870010.625000 Penalty: 4191.934570
	Iteration 32Q: 3 clusters Score -870010.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -870025.937500 Penalty: 4191.934570
	Iteration 33Q: 3 clusters Score -870025.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -870040.375000 Penalty: 4191.934570
	Iteration 34Q: 3 clusters Score -870040.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1842 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -870049.125000 Penalty: 4191.934570
	Iteration 35Q: 3 clusters Score -870049.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2839 members 
Entering Unmasked Estep 
Score: -870059.187500 Penalty: 4191.934570
	Iteration 36Q: 3 clusters Score -870059.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -870068.125000 Penalty: 4191.934570
	Iteration 37Q: 3 clusters Score -870068.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -870076.625000 Penalty: 4191.934570
	Iteration 38Q: 3 clusters Score -870076.6 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2844 members 
Entering Unmasked Estep 
Score: -870086.562500 Penalty: 4191.934570
	Iteration 39Q: 3 clusters Score -870086.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -870092.937500 Penalty: 4191.934570
	Iteration 40F: 3 clusters Score -870092.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -870097.937500 Penalty: 4191.934570
	Iteration 41Q: 3 clusters Score -870097.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -870101.812500 Penalty: 4191.934570
	Iteration 42Q: 3 clusters Score -870101.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 2858 members 
Entering Unmasked Estep 
Score: -870107.812500 Penalty: 4191.934570
	Iteration 43Q: 3 clusters Score -870107.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 2865 members 
Entering Unmasked Estep 
Score: -870114.687500 Penalty: 4191.934570
	Iteration 44Q: 3 clusters Score -870114.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -870117.250000 Penalty: 4191.934570
	Iteration 45Q: 3 clusters Score -870117.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 2874 members 
Entering Unmasked Estep 
Score: -870122.250000 Penalty: 4191.934570
	Iteration 46Q: 3 clusters Score -870122.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -870128.437500 Penalty: 4191.934570
	Iteration 47Q: 3 clusters Score -870128.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2883 members 
Entering Unmasked Estep 
Score: -870131.437500 Penalty: 4191.934570
	Iteration 48Q: 3 clusters Score -870131.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -870138.250000 Penalty: 4191.934570
	Iteration 49Q: 3 clusters Score -870138.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -870141.312500 Penalty: 4191.934570
	Iteration 50Q: 3 clusters Score -870141.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1782 members 
Mstep: Class 2 contains 2900 members 
Entering Unmasked Estep 
Score: -870145.437500 Penalty: 4191.934570
	Iteration 51Q: 3 clusters Score -870145.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -870149.875000 Penalty: 4191.934570
	Iteration 52Q: 3 clusters Score -870149.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -870154.625000 Penalty: 4191.934570
	Iteration 53Q: 3 clusters Score -870154.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -870163.500000 Penalty: 4191.934570
	Iteration 54Q: 3 clusters Score -870163.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 2909 members 
Entering Unmasked Estep 
Score: -870168.125000 Penalty: 4191.934570
	Iteration 55Q: 3 clusters Score -870168.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -870173.500000 Penalty: 4191.934570
	Iteration 56Q: 3 clusters Score -870173.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -870176.750000 Penalty: 4191.934570
	Iteration 57Q: 3 clusters Score -870176.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1771 members 
Mstep: Class 2 contains 2911 members 
Entering Unmasked Estep 
Score: -870180.062500 Penalty: 4191.934570
	Iteration 58Q: 3 clusters Score -870180.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -870184.250000 Penalty: 4191.934570
	Iteration 59Q: 3 clusters Score -870184.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -870188.250000 Penalty: 4191.934570
	Iteration 60F: 3 clusters Score -870188.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -870189.750000 Penalty: 4191.934570
	Iteration 61Q: 3 clusters Score -870189.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -870190.875000 Penalty: 4191.934570
	Iteration 62Q: 3 clusters Score -870190.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -870193.500000 Penalty: 4191.934570
	Iteration 63Q: 3 clusters Score -870193.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -870195.312500 Penalty: 4191.934570
	Iteration 64Q: 3 clusters Score -870195.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -870194.875000 Penalty: 4191.934570
	Iteration 65Q: 3 clusters Score -870194.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -870194.875000 Penalty: 4191.934570
	Iteration 66F: 3 clusters Score -870194.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29206 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Entering Unmasked Estep 
Score: -5571214.500000 Penalty: 2549.968018
	Iteration 0F: 2 clusters Score -5571214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14583 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
Score: -5551508.000000 Penalty: 5099.936035
	Iteration 0F: 3 clusters Score -5551508 nChanged 13188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -5558768.000000 Penalty: 5099.936035
	Iteration 1F: 3 clusters Score -5558768 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14448 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5559330.500000 Penalty: 5099.936035
	Iteration 2F: 3 clusters Score -5559330 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14398 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -5559846.500000 Penalty: 5099.936035
	Iteration 3Q: 3 clusters Score -5559846 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -5560402.000000 Penalty: 5099.936035
	Iteration 4Q: 3 clusters Score -5560402 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14149 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -5561009.000000 Penalty: 5099.936035
	Iteration 5Q: 3 clusters Score -5561009 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13890 members 
Mstep: Class 2 contains 15316 members 
Entering Unmasked Estep 
Score: -5561595.000000 Penalty: 5099.936035
	Iteration 6Q: 3 clusters Score -5561595 nChanged 1322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13582 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -5562308.000000 Penalty: 5099.936035
	Iteration 7Q: 3 clusters Score -5562308 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13244 members 
Mstep: Class 2 contains 15962 members 
Entering Unmasked Estep 
Score: -5563147.500000 Penalty: 5099.936035
	Iteration 8Q: 3 clusters Score -5563148 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12820 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -5564130.000000 Penalty: 5099.936035
	Iteration 9Q: 3 clusters Score -5564130 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -5565053.500000 Penalty: 5099.936035
	Iteration 10Q: 3 clusters Score -5565054 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 17233 members 
Entering Unmasked Estep 
Score: -5565685.500000 Penalty: 5099.936035
	Iteration 11Q: 3 clusters Score -5565686 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5566019.000000 Penalty: 5099.936035
	Iteration 12Q: 3 clusters Score -5566019 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11397 members 
Mstep: Class 2 contains 17809 members 
Entering Unmasked Estep 
Score: -5566157.500000 Penalty: 5099.936035
	Iteration 13Q: 3 clusters Score -5566158 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11163 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -5566252.500000 Penalty: 5099.936035
	Iteration 14Q: 3 clusters Score -5566252 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 18274 members 
Entering Unmasked Estep 
Score: -5566365.000000 Penalty: 5099.936035
	Iteration 15Q: 3 clusters Score -5566365 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10712 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -5566418.000000 Penalty: 5099.936035
	Iteration 16Q: 3 clusters Score -5566418 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10489 members 
Mstep: Class 2 contains 18717 members 
Entering Unmasked Estep 
Score: -5566503.500000 Penalty: 5099.936035
	Iteration 17Q: 3 clusters Score -5566504 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10264 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -5566567.500000 Penalty: 5099.936035
	Iteration 18Q: 3 clusters Score -5566568 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
Score: -5566642.500000 Penalty: 5099.936035
	Iteration 19Q: 3 clusters Score -5566642 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9793 members 
Mstep: Class 2 contains 19413 members 
Entering Unmasked Estep 
Score: -5566700.000000 Penalty: 5099.936035
	Iteration 20F: 3 clusters Score -5566700 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9569 members 
Mstep: Class 2 contains 19637 members 
Entering Unmasked Estep 
Score: -5566736.000000 Penalty: 5099.936035
	Iteration 21Q: 3 clusters Score -5566736 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 19851 members 
Entering Unmasked Estep 
Score: -5566779.000000 Penalty: 5099.936035
	Iteration 22Q: 3 clusters Score -5566779 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 20040 members 
Entering Unmasked Estep 
Score: -5566821.500000 Penalty: 5099.936035
	Iteration 23Q: 3 clusters Score -5566822 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 20202 members 
Entering Unmasked Estep 
Score: -5566836.000000 Penalty: 5099.936035
	Iteration 24Q: 3 clusters Score -5566836 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8866 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -5566859.000000 Penalty: 5099.936035
	Iteration 25Q: 3 clusters Score -5566859 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 20489 members 
Entering Unmasked Estep 
Score: -5566887.500000 Penalty: 5099.936035
	Iteration 26Q: 3 clusters Score -5566888 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8555 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -5566920.500000 Penalty: 5099.936035
	Iteration 27Q: 3 clusters Score -5566920 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 20829 members 
Entering Unmasked Estep 
Score: -5566938.000000 Penalty: 5099.936035
	Iteration 28Q: 3 clusters Score -5566938 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -5566982.000000 Penalty: 5099.936035
	Iteration 29Q: 3 clusters Score -5566982 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -5567027.000000 Penalty: 5099.936035
	Iteration 30Q: 3 clusters Score -5567027 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -5567045.000000 Penalty: 5099.936035
	Iteration 31Q: 3 clusters Score -5567045 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7635 members 
Mstep: Class 2 contains 21571 members 
Entering Unmasked Estep 
Score: -5567068.000000 Penalty: 5099.936035
	Iteration 32Q: 3 clusters Score -5567068 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 21759 members 
Entering Unmasked Estep 
Score: -5567094.000000 Penalty: 5099.936035
	Iteration 33Q: 3 clusters Score -5567094 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 21952 members 
Entering Unmasked Estep 
Score: -5567108.500000 Penalty: 5099.936035
	Iteration 34Q: 3 clusters Score -5567108 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -5567152.000000 Penalty: 5099.936035
	Iteration 35Q: 3 clusters Score -5567152 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 22344 members 
Entering Unmasked Estep 
Score: -5567193.000000 Penalty: 5099.936035
	Iteration 36Q: 3 clusters Score -5567193 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 22549 members 
Entering Unmasked Estep 
Score: -5567240.500000 Penalty: 5099.936035
	Iteration 37Q: 3 clusters Score -5567240 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 22761 members 
Entering Unmasked Estep 
Score: -5567288.500000 Penalty: 5099.936035
	Iteration 38Q: 3 clusters Score -5567288 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -5567328.500000 Penalty: 5099.936035
	Iteration 39Q: 3 clusters Score -5567328 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6117 members 
Mstep: Class 2 contains 23089 members 
Entering Unmasked Estep 
Score: -5567362.500000 Penalty: 5099.936035
	Iteration 40F: 3 clusters Score -5567362 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5946 members 
Mstep: Class 2 contains 23260 members 
Entering Unmasked Estep 
Score: -5567393.500000 Penalty: 5099.936035
	Iteration 41Q: 3 clusters Score -5567394 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 23439 members 
Entering Unmasked Estep 
Score: -5567420.500000 Penalty: 5099.936035
	Iteration 42Q: 3 clusters Score -5567420 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5586 members 
Mstep: Class 2 contains 23620 members 
Entering Unmasked Estep 
Score: -5567475.000000 Penalty: 5099.936035
	Iteration 43Q: 3 clusters Score -5567475 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5410 members 
Mstep: Class 2 contains 23796 members 
Entering Unmasked Estep 
Score: -5567525.000000 Penalty: 5099.936035
	Iteration 44Q: 3 clusters Score -5567525 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -5567564.000000 Penalty: 5099.936035
	Iteration 45Q: 3 clusters Score -5567564 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5051 members 
Mstep: Class 2 contains 24155 members 
Entering Unmasked Estep 
Score: -5567587.000000 Penalty: 5099.936035
	Iteration 46Q: 3 clusters Score -5567587 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4881 members 
Mstep: Class 2 contains 24325 members 
Entering Unmasked Estep 
Score: -5567624.000000 Penalty: 5099.936035
	Iteration 47Q: 3 clusters Score -5567624 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4702 members 
Mstep: Class 2 contains 24504 members 
Entering Unmasked Estep 
Score: -5567641.000000 Penalty: 5099.936035
	Iteration 48Q: 3 clusters Score -5567641 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 24678 members 
Entering Unmasked Estep 
Score: -5567664.000000 Penalty: 5099.936035
	Iteration 49Q: 3 clusters Score -5567664 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4351 members 
Mstep: Class 2 contains 24855 members 
Entering Unmasked Estep 
Score: -5567706.500000 Penalty: 5099.936035
	Iteration 50Q: 3 clusters Score -5567706 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4142 members 
Mstep: Class 2 contains 25064 members 
Entering Unmasked Estep 
Score: -5567754.000000 Penalty: 5099.936035
	Iteration 51Q: 3 clusters Score -5567754 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 25284 members 
Entering Unmasked Estep 
Score: -5567836.000000 Penalty: 5099.936035
	Iteration 52Q: 3 clusters Score -5567836 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3718 members 
Mstep: Class 2 contains 25488 members 
Entering Unmasked Estep 
Score: -5567882.000000 Penalty: 5099.936035
	Iteration 53Q: 3 clusters Score -5567882 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -5567927.500000 Penalty: 5099.936035
	Iteration 54Q: 3 clusters Score -5567928 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -5567981.000000 Penalty: 5099.936035
	Iteration 55Q: 3 clusters Score -5567981 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -5568046.000000 Penalty: 5099.936035
	Iteration 56Q: 3 clusters Score -5568046 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -5568110.500000 Penalty: 5099.936035
	Iteration 57Q: 3 clusters Score -5568110 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2723 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -5568173.500000 Penalty: 5099.936035
	Iteration 58Q: 3 clusters Score -5568174 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 26686 members 
Entering Unmasked Estep 
Score: -5568266.500000 Penalty: 5099.936035
	Iteration 59Q: 3 clusters Score -5568266 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 26878 members 
Entering Unmasked Estep 
Score: -5568336.500000 Penalty: 5099.936035
	Iteration 60F: 3 clusters Score -5568336 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -5568401.000000 Penalty: 5099.936035
	Iteration 61Q: 3 clusters Score -5568401 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -5568459.000000 Penalty: 5099.936035
	Iteration 62Q: 3 clusters Score -5568459 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1804 members 
Mstep: Class 2 contains 27402 members 
Entering Unmasked Estep 
Score: -5568525.000000 Penalty: 5099.936035
	Iteration 63Q: 3 clusters Score -5568525 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 27546 members 
Entering Unmasked Estep 
Score: -5568586.000000 Penalty: 5099.936035
	Iteration 64Q: 3 clusters Score -5568586 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 27687 members 
Entering Unmasked Estep 
Score: -5568620.500000 Penalty: 5099.936035
	Iteration 65Q: 3 clusters Score -5568620 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 27813 members 
Entering Unmasked Estep 
Score: -5568674.500000 Penalty: 5099.936035
	Iteration 66Q: 3 clusters Score -5568674 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 27924 members 
Entering Unmasked Estep 
Score: -5568742.000000 Penalty: 5099.936035
	Iteration 67Q: 3 clusters Score -5568742 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -5568779.500000 Penalty: 5099.936035
	Iteration 68Q: 3 clusters Score -5568780 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 28101 members 
Entering Unmasked Estep 
Score: -5568817.000000 Penalty: 5099.936035
	Iteration 69Q: 3 clusters Score -5568817 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -5568857.500000 Penalty: 5099.936035
	Iteration 70Q: 3 clusters Score -5568858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -5568896.000000 Penalty: 5099.936035
	Iteration 71Q: 3 clusters Score -5568896 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -5568923.000000 Penalty: 5099.936035
	Iteration 72Q: 3 clusters Score -5568923 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -5568932.000000 Penalty: 5099.936035
	Iteration 73Q: 3 clusters Score -5568932 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 28380 members 
Entering Unmasked Estep 
Score: -5568949.000000 Penalty: 5099.936035
	Iteration 74Q: 3 clusters Score -5568949 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 28398 members 
Entering Unmasked Estep 
Score: -5568964.000000 Penalty: 5099.936035
	Iteration 75Q: 3 clusters Score -5568964 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 28423 members 
Entering Unmasked Estep 
Score: -5568977.500000 Penalty: 5099.936035
	Iteration 76Q: 3 clusters Score -5568978 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 28445 members 
Entering Unmasked Estep 
Score: -5568978.000000 Penalty: 5099.936035
	Iteration 77Q: 3 clusters Score -5568978 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 28457 members 
Entering Unmasked Estep 
Score: -5568982.000000 Penalty: 5099.936035
	Iteration 78Q: 3 clusters Score -5568982 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 28466 members 
Entering Unmasked Estep 
Score: -5568983.500000 Penalty: 5099.936035
	Iteration 79Q: 3 clusters Score -5568984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 28473 members 
Entering Unmasked Estep 
Score: -5568983.500000 Penalty: 5099.936035
	Iteration 80F: 3 clusters Score -5568984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 28480 members 
Entering Unmasked Estep 
Score: -5568992.000000 Penalty: 5099.936035
	Iteration 81Q: 3 clusters Score -5568992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -5568996.000000 Penalty: 5099.936035
	Iteration 82Q: 3 clusters Score -5568996 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 28495 members 
Entering Unmasked Estep 
Score: -5568998.500000 Penalty: 5099.936035
	Iteration 83Q: 3 clusters Score -5568998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 28500 members 
Entering Unmasked Estep 
Score: -5569004.000000 Penalty: 5099.936035
	Iteration 84Q: 3 clusters Score -5569004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 28509 members 
Entering Unmasked Estep 
Score: -5569008.000000 Penalty: 5099.936035
	Iteration 85Q: 3 clusters Score -5569008 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 28519 members 
Entering Unmasked Estep 
Score: -5569015.000000 Penalty: 5099.936035
	Iteration 86Q: 3 clusters Score -5569015 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 28530 members 
Entering Unmasked Estep 
Score: -5569026.500000 Penalty: 5099.936035
	Iteration 87Q: 3 clusters Score -5569026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 28541 members 
Entering Unmasked Estep 
Score: -5569028.000000 Penalty: 5099.936035
	Iteration 88Q: 3 clusters Score -5569028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -5569027.500000 Penalty: 5099.936035
	Iteration 89Q: 3 clusters Score -5569028 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28560 members 
Entering Unmasked Estep 
Score: -5569032.000000 Penalty: 5099.936035
	Iteration 90Q: 3 clusters Score -5569032 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -5569042.500000 Penalty: 5099.936035
	Iteration 91Q: 3 clusters Score -5569042 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 28576 members 
Entering Unmasked Estep 
Score: -5569054.500000 Penalty: 5099.936035
	Iteration 92Q: 3 clusters Score -5569054 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 28586 members 
Entering Unmasked Estep 
Score: -5569062.000000 Penalty: 5099.936035
	Iteration 93Q: 3 clusters Score -5569062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 28590 members 
Entering Unmasked Estep 
Score: -5569062.000000 Penalty: 5099.936035
	Iteration 94Q: 3 clusters Score -5569062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 28594 members 
Entering Unmasked Estep 
Score: -5569055.000000 Penalty: 5099.936035
	Iteration 95Q: 3 clusters Score -5569055 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -5569061.000000 Penalty: 5099.936035
	Iteration 96Q: 3 clusters Score -5569061 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 28601 members 
Entering Unmasked Estep 
Score: -5569060.000000 Penalty: 5099.936035
	Iteration 97Q: 3 clusters Score -5569060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 28604 members 
Entering Unmasked Estep 
Score: -5569064.000000 Penalty: 5099.936035
	Iteration 98Q: 3 clusters Score -5569064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -5569059.500000 Penalty: 5099.936035
	Iteration 99Q: 3 clusters Score -5569060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 28605 members 
Entering Unmasked Estep 
Score: -5569059.500000 Penalty: 5099.936035
	Iteration 100F: 3 clusters Score -5569060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -111481.242188 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -111481.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -109834.031250 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -109834 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -110026.390625 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -110026.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -110088.484375 Penalty: 3228.349365
	Iteration 2Q: 3 clusters Score -110088.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -110129.875000 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -110129.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -110168.054688 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -110168.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -110194.250000 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -110194.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -110215.968750 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -110216 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -110233.945312 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -110233.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -110242.265625 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -110242.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -110244.250000 Penalty: 3228.349365
	Iteration 9Q: 3 clusters Score -110244.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -110248.070312 Penalty: 3228.349365
	Iteration 10Q: 3 clusters Score -110248.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -110250.859375 Penalty: 3228.349365
	Iteration 11Q: 3 clusters Score -110250.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -110254.960938 Penalty: 3228.349365
	Iteration 12Q: 3 clusters Score -110255 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -110258.687500 Penalty: 3228.349365
	Iteration 13Q: 3 clusters Score -110258.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -110264.851562 Penalty: 3228.349365
	Iteration 14Q: 3 clusters Score -110264.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -110270.234375 Penalty: 3228.349365
	Iteration 15Q: 3 clusters Score -110270.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -110276.148438 Penalty: 3228.349365
	Iteration 16Q: 3 clusters Score -110276.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -110284.687500 Penalty: 3228.349365
	Iteration 17Q: 3 clusters Score -110284.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -110292.546875 Penalty: 3228.349365
	Iteration 18Q: 3 clusters Score -110292.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -110326.281250 Penalty: 3228.349365
	Iteration 19Q: 3 clusters Score -110326.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -110343.875000 Penalty: 3228.349365
	Iteration 20F: 3 clusters Score -110343.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -110348.312500 Penalty: 3228.349365
	Iteration 21Q: 3 clusters Score -110348.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -110354.117188 Penalty: 3228.349365
	Iteration 22Q: 3 clusters Score -110354.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -110359.460938 Penalty: 3228.349365
	Iteration 23Q: 3 clusters Score -110359.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -110361.812500 Penalty: 3228.349365
	Iteration 24Q: 3 clusters Score -110361.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -110363.632812 Penalty: 3228.349365
	Iteration 25Q: 3 clusters Score -110363.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -110365.976562 Penalty: 3228.349365
	Iteration 26Q: 3 clusters Score -110366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -110368.687500 Penalty: 3228.349365
	Iteration 27Q: 3 clusters Score -110368.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -110372.687500 Penalty: 3228.349365
	Iteration 28Q: 3 clusters Score -110372.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -110375.789062 Penalty: 3228.349365
	Iteration 29Q: 3 clusters Score -110375.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -110376.054688 Penalty: 3228.349365
	Iteration 30Q: 3 clusters Score -110376.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -110376.054688 Penalty: 3228.349365
	Iteration 31F: 3 clusters Score -110376.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (41634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Entering Unmasked Estep 
Score: -7994295.500000 Penalty: 2637.894775
	Iteration 0F: 2 clusters Score -7994296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20939 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -7968117.000000 Penalty: 5275.789551
	Iteration 0F: 3 clusters Score -7968117 nChanged 19038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22309 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -7978566.000000 Penalty: 5275.789551
	Iteration 1F: 3 clusters Score -7978566 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23210 members 
Mstep: Class 2 contains 18424 members 
Entering Unmasked Estep 
Score: -7979203.000000 Penalty: 5275.789551
	Iteration 2Q: 3 clusters Score -7979203 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24473 members 
Mstep: Class 2 contains 17161 members 
Entering Unmasked Estep 
Score: -7979896.000000 Penalty: 5275.789551
	Iteration 3Q: 3 clusters Score -7979896 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26042 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -7980732.000000 Penalty: 5275.789551
	Iteration 4Q: 3 clusters Score -7980732 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28069 members 
Mstep: Class 2 contains 13565 members 
Entering Unmasked Estep 
Score: -7981788.000000 Penalty: 5275.789551
	Iteration 5F: 3 clusters Score -7981788 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30616 members 
Mstep: Class 2 contains 11018 members 
Entering Unmasked Estep 
Score: -7983327.500000 Penalty: 5275.789551
	Iteration 6F: 3 clusters Score -7983328 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33502 members 
Mstep: Class 2 contains 8132 members 
Entering Unmasked Estep 
Score: -7985439.000000 Penalty: 5275.789551
	Iteration 7F: 3 clusters Score -7985439 nChanged 2951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -7987721.000000 Penalty: 5275.789551
	Iteration 8F: 3 clusters Score -7987721 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38840 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -7989832.000000 Penalty: 5275.789551
	Iteration 9F: 3 clusters Score -7989832 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -7991019.500000 Penalty: 5275.789551
	Iteration 10Q: 3 clusters Score -7991020 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41013 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7991505.000000 Penalty: 5275.789551
	Iteration 11Q: 3 clusters Score -7991505 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41239 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -7991744.500000 Penalty: 5275.789551
	Iteration 12Q: 3 clusters Score -7991744 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41324 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -7991848.500000 Penalty: 5275.789551
	Iteration 13Q: 3 clusters Score -7991848 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -7991901.500000 Penalty: 5275.789551
	Iteration 14Q: 3 clusters Score -7991902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41375 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -7991943.000000 Penalty: 5275.789551
	Iteration 15Q: 3 clusters Score -7991943 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41383 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -7991964.000000 Penalty: 5275.789551
	Iteration 16Q: 3 clusters Score -7991964 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41387 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -7991974.000000 Penalty: 5275.789551
	Iteration 17Q: 3 clusters Score -7991974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41392 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -7991985.500000 Penalty: 5275.789551
	Iteration 18Q: 3 clusters Score -7991986 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7991999.500000 Penalty: 5275.789551
	Iteration 19Q: 3 clusters Score -7992000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41393 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -7992010.500000 Penalty: 5275.789551
	Iteration 20F: 3 clusters Score -7992010 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41394 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -7992013.500000 Penalty: 5275.789551
	Iteration 21Q: 3 clusters Score -7992014 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7992009.500000 Penalty: 5275.789551
	Iteration 22Q: 3 clusters Score -7992010 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41395 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -7992009.500000 Penalty: 5275.789551
	Iteration 23F: 3 clusters Score -7992010 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46789 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46789 members 
Entering Unmasked Estep 
Score: -8827537.000000 Penalty: 2666.843994
	Iteration 0F: 2 clusters Score -8827537 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -8799745.000000 Penalty: 5333.687988
	Iteration 0F: 3 clusters Score -8799745 nChanged 21571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -8811366.000000 Penalty: 5333.687988
	Iteration 1F: 3 clusters Score -8811366 nChanged 1838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24329 members 
Mstep: Class 2 contains 22460 members 
Entering Unmasked Estep 
Score: -8811942.000000 Penalty: 5333.687988
	Iteration 2Q: 3 clusters Score -8811942 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -8812401.000000 Penalty: 5333.687988
	Iteration 3Q: 3 clusters Score -8812401 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25462 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -8812890.000000 Penalty: 5333.687988
	Iteration 4Q: 3 clusters Score -8812890 nChanged 1695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26295 members 
Mstep: Class 2 contains 20494 members 
Entering Unmasked Estep 
Score: -8813513.000000 Penalty: 5333.687988
	Iteration 5Q: 3 clusters Score -8813513 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -8814296.000000 Penalty: 5333.687988
	Iteration 6Q: 3 clusters Score -8814296 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -8815328.000000 Penalty: 5333.687988
	Iteration 7Q: 3 clusters Score -8815328 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 15711 members 
Entering Unmasked Estep 
Score: -8816705.000000 Penalty: 5333.687988
	Iteration 8Q: 3 clusters Score -8816705 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33288 members 
Mstep: Class 2 contains 13501 members 
Entering Unmasked Estep 
Score: -8818236.000000 Penalty: 5333.687988
	Iteration 9F: 3 clusters Score -8818236 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35519 members 
Mstep: Class 2 contains 11270 members 
Entering Unmasked Estep 
Score: -8819803.000000 Penalty: 5333.687988
	Iteration 10F: 3 clusters Score -8819803 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37541 members 
Mstep: Class 2 contains 9248 members 
Entering Unmasked Estep 
Score: -8821252.000000 Penalty: 5333.687988
	Iteration 11Q: 3 clusters Score -8821252 nChanged 1971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39184 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -8822338.000000 Penalty: 5333.687988
	Iteration 12Q: 3 clusters Score -8822338 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40402 members 
Mstep: Class 2 contains 6387 members 
Entering Unmasked Estep 
Score: -8823120.000000 Penalty: 5333.687988
	Iteration 13Q: 3 clusters Score -8823120 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41259 members 
Mstep: Class 2 contains 5530 members 
Entering Unmasked Estep 
Score: -8823662.000000 Penalty: 5333.687988
	Iteration 14Q: 3 clusters Score -8823662 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -8823947.000000 Penalty: 5333.687988
	Iteration 15Q: 3 clusters Score -8823947 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42412 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -8824229.000000 Penalty: 5333.687988
	Iteration 16Q: 3 clusters Score -8824229 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42806 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -8824412.000000 Penalty: 5333.687988
	Iteration 17Q: 3 clusters Score -8824412 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43105 members 
Mstep: Class 2 contains 3684 members 
Entering Unmasked Estep 
Score: -8824553.000000 Penalty: 5333.687988
	Iteration 18Q: 3 clusters Score -8824553 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43338 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -8824624.000000 Penalty: 5333.687988
	Iteration 19Q: 3 clusters Score -8824624 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43538 members 
Mstep: Class 2 contains 3251 members 
Entering Unmasked Estep 
Score: -8824685.000000 Penalty: 5333.687988
	Iteration 20F: 3 clusters Score -8824685 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43707 members 
Mstep: Class 2 contains 3082 members 
Entering Unmasked Estep 
Score: -8824724.000000 Penalty: 5333.687988
	Iteration 21Q: 3 clusters Score -8824724 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43846 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8824785.000000 Penalty: 5333.687988
	Iteration 22Q: 3 clusters Score -8824785 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43982 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -8824793.000000 Penalty: 5333.687988
	Iteration 23Q: 3 clusters Score -8824793 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44097 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -8824829.000000 Penalty: 5333.687988
	Iteration 24Q: 3 clusters Score -8824829 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44189 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -8824863.000000 Penalty: 5333.687988
	Iteration 25Q: 3 clusters Score -8824863 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44267 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -8824913.000000 Penalty: 5333.687988
	Iteration 26Q: 3 clusters Score -8824913 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -8824939.000000 Penalty: 5333.687988
	Iteration 27Q: 3 clusters Score -8824939 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44377 members 
Mstep: Class 2 contains 2412 members 
Entering Unmasked Estep 
Score: -8824922.000000 Penalty: 5333.687988
	Iteration 28Q: 3 clusters Score -8824922 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44441 members 
Mstep: Class 2 contains 2348 members 
Entering Unmasked Estep 
Score: -8824972.000000 Penalty: 5333.687988
	Iteration 29Q: 3 clusters Score -8824972 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44495 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -8824961.000000 Penalty: 5333.687988
	Iteration 30Q: 3 clusters Score -8824961 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44524 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -8824984.000000 Penalty: 5333.687988
	Iteration 31Q: 3 clusters Score -8824984 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44566 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -8825019.000000 Penalty: 5333.687988
	Iteration 32Q: 3 clusters Score -8825019 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44608 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -8825034.000000 Penalty: 5333.687988
	Iteration 33Q: 3 clusters Score -8825034 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44647 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -8825064.000000 Penalty: 5333.687988
	Iteration 34Q: 3 clusters Score -8825064 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44684 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8825063.000000 Penalty: 5333.687988
	Iteration 35Q: 3 clusters Score -8825063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44713 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8825090.000000 Penalty: 5333.687988
	Iteration 36Q: 3 clusters Score -8825090 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44745 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -8825121.000000 Penalty: 5333.687988
	Iteration 37Q: 3 clusters Score -8825121 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44762 members 
Mstep: Class 2 contains 2027 members 
Entering Unmasked Estep 
Score: -8825113.000000 Penalty: 5333.687988
	Iteration 38Q: 3 clusters Score -8825113 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44779 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8825116.000000 Penalty: 5333.687988
	Iteration 39Q: 3 clusters Score -8825116 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -8825120.000000 Penalty: 5333.687988
	Iteration 40F: 3 clusters Score -8825120 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44821 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -8825141.000000 Penalty: 5333.687988
	Iteration 41Q: 3 clusters Score -8825141 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44844 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -8825128.000000 Penalty: 5333.687988
	Iteration 42Q: 3 clusters Score -8825128 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44853 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -8825132.000000 Penalty: 5333.687988
	Iteration 43Q: 3 clusters Score -8825132 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44861 members 
Mstep: Class 2 contains 1928 members 
Entering Unmasked Estep 
Score: -8825126.000000 Penalty: 5333.687988
	Iteration 44Q: 3 clusters Score -8825126 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44871 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -8825133.000000 Penalty: 5333.687988
	Iteration 45Q: 3 clusters Score -8825133 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44882 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8825139.000000 Penalty: 5333.687988
	Iteration 46Q: 3 clusters Score -8825139 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44896 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8825142.000000 Penalty: 5333.687988
	Iteration 47Q: 3 clusters Score -8825142 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44909 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -8825152.000000 Penalty: 5333.687988
	Iteration 48Q: 3 clusters Score -8825152 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44914 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -8825168.000000 Penalty: 5333.687988
	Iteration 49Q: 3 clusters Score -8825168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44919 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -8825156.000000 Penalty: 5333.687988
	Iteration 50Q: 3 clusters Score -8825156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44926 members 
Mstep: Class 2 contains 1863 members 
Entering Unmasked Estep 
Score: -8825169.000000 Penalty: 5333.687988
	Iteration 51Q: 3 clusters Score -8825169 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44931 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -8825177.000000 Penalty: 5333.687988
	Iteration 52Q: 3 clusters Score -8825177 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44933 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -8825195.000000 Penalty: 5333.687988
	Iteration 53Q: 3 clusters Score -8825195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8825186.000000 Penalty: 5333.687988
	Iteration 54Q: 3 clusters Score -8825186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44935 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -8825186.000000 Penalty: 5333.687988
	Iteration 55F: 3 clusters Score -8825186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -89438.039062 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -89438.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -88063.179688 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -88063.18 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -88365.734375 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -88365.73 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -88608.554688 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -88608.55 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -88847.937500 Penalty: 3080.457520
	Iteration 3F: 3 clusters Score -88847.94 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -89010.929688 Penalty: 3080.457520
	Iteration 4F: 3 clusters Score -89010.93 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -89127.875000 Penalty: 3080.457520
	Iteration 5Q: 3 clusters Score -89127.88 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -89224.375000 Penalty: 3080.457520
	Iteration 6Q: 3 clusters Score -89224.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -89281.703125 Penalty: 3080.457520
	Iteration 7Q: 3 clusters Score -89281.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -89320.132812 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -89320.13 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -89343.179688 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -89343.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -89353.023438 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -89353.02 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 130 members 
Entering Unmasked Estep 
Score: -89361.734375 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -89361.73 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -89363.148438 Penalty: 3080.457520
	Iteration 12Q: 3 clusters Score -89363.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -89365.218750 Penalty: 3080.457520
	Iteration 13Q: 3 clusters Score -89365.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -89365.218750 Penalty: 3080.457520
	Iteration 14F: 3 clusters Score -89365.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -151752.640625 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -151752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -149928.375000 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -149928.4 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -150181.625000 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -150181.6 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -150259.484375 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -150259.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -150291.921875 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -150291.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -150312.093750 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -150312.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -150321.093750 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -150321.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -150322.843750 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -150322.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -150326.078125 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -150326.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -150328.359375 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -150328.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -150328.703125 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -150328.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -150329.203125 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -150329.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -150330.468750 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -150330.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -150339.359375 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -150339.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -150345.671875 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -150345.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -150348.406250 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -150348.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -150349.453125 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -150349.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -150350.390625 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -150350.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -150351.484375 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -150351.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -150351.484375 Penalty: 3344.468994
	Iteration 18F: 3 clusters Score -150351.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (23813 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23813 members 
Entering Unmasked Estep 
Score: -4799725.500000 Penalty: 2499.340820
	Iteration 0F: 2 clusters Score -4799726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11935 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -4784087.000000 Penalty: 4998.681641
	Iteration 0F: 3 clusters Score -4784087 nChanged 10538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12157 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -4789772.500000 Penalty: 4998.681641
	Iteration 1F: 3 clusters Score -4789772 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12348 members 
Mstep: Class 2 contains 11465 members 
Entering Unmasked Estep 
Score: -4790114.000000 Penalty: 4998.681641
	Iteration 2Q: 3 clusters Score -4790114 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 11166 members 
Entering Unmasked Estep 
Score: -4790415.000000 Penalty: 4998.681641
	Iteration 3Q: 3 clusters Score -4790415 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12991 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -4790665.000000 Penalty: 4998.681641
	Iteration 4Q: 3 clusters Score -4790665 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13458 members 
Mstep: Class 2 contains 10355 members 
Entering Unmasked Estep 
Score: -4790909.500000 Penalty: 4998.681641
	Iteration 5Q: 3 clusters Score -4790910 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -4791161.500000 Penalty: 4998.681641
	Iteration 6Q: 3 clusters Score -4791162 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14748 members 
Mstep: Class 2 contains 9065 members 
Entering Unmasked Estep 
Score: -4791462.000000 Penalty: 4998.681641
	Iteration 7Q: 3 clusters Score -4791462 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15613 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -4791835.000000 Penalty: 4998.681641
	Iteration 8Q: 3 clusters Score -4791835 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 7194 members 
Entering Unmasked Estep 
Score: -4792319.000000 Penalty: 4998.681641
	Iteration 9Q: 3 clusters Score -4792319 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 6050 members 
Entering Unmasked Estep 
Score: -4793023.000000 Penalty: 4998.681641
	Iteration 10Q: 3 clusters Score -4793023 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 4802 members 
Entering Unmasked Estep 
Score: -4793822.500000 Penalty: 4998.681641
	Iteration 11F: 3 clusters Score -4793822 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20208 members 
Mstep: Class 2 contains 3605 members 
Entering Unmasked Estep 
Score: -4794712.500000 Penalty: 4998.681641
	Iteration 12F: 3 clusters Score -4794712 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21214 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4795591.500000 Penalty: 4998.681641
	Iteration 13Q: 3 clusters Score -4795592 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21956 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -4796239.000000 Penalty: 4998.681641
	Iteration 14Q: 3 clusters Score -4796239 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22447 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -4796716.000000 Penalty: 4998.681641
	Iteration 15Q: 3 clusters Score -4796716 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22769 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -4796993.000000 Penalty: 4998.681641
	Iteration 16Q: 3 clusters Score -4796993 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22945 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -4797192.000000 Penalty: 4998.681641
	Iteration 17Q: 3 clusters Score -4797192 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -4797303.500000 Penalty: 4998.681641
	Iteration 18Q: 3 clusters Score -4797304 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -4797360.000000 Penalty: 4998.681641
	Iteration 19Q: 3 clusters Score -4797360 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -4797407.000000 Penalty: 4998.681641
	Iteration 20F: 3 clusters Score -4797407 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23182 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -4797433.500000 Penalty: 4998.681641
	Iteration 21Q: 3 clusters Score -4797434 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23200 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -4797442.000000 Penalty: 4998.681641
	Iteration 22Q: 3 clusters Score -4797442 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23218 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -4797476.000000 Penalty: 4998.681641
	Iteration 23Q: 3 clusters Score -4797476 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -4797494.000000 Penalty: 4998.681641
	Iteration 24Q: 3 clusters Score -4797494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23251 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -4797502.000000 Penalty: 4998.681641
	Iteration 25Q: 3 clusters Score -4797502 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -4797516.500000 Penalty: 4998.681641
	Iteration 26Q: 3 clusters Score -4797516 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -4797523.000000 Penalty: 4998.681641
	Iteration 27Q: 3 clusters Score -4797523 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -4797535.500000 Penalty: 4998.681641
	Iteration 28Q: 3 clusters Score -4797536 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -4797539.000000 Penalty: 4998.681641
	Iteration 29Q: 3 clusters Score -4797539 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -4797554.500000 Penalty: 4998.681641
	Iteration 30Q: 3 clusters Score -4797554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23289 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -4797564.000000 Penalty: 4998.681641
	Iteration 31Q: 3 clusters Score -4797564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23293 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -4797574.500000 Penalty: 4998.681641
	Iteration 32Q: 3 clusters Score -4797574 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23303 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -4797586.500000 Penalty: 4998.681641
	Iteration 33Q: 3 clusters Score -4797586 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23311 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -4797601.000000 Penalty: 4998.681641
	Iteration 34Q: 3 clusters Score -4797601 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -4797613.500000 Penalty: 4998.681641
	Iteration 35Q: 3 clusters Score -4797614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23319 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -4797613.000000 Penalty: 4998.681641
	Iteration 36Q: 3 clusters Score -4797613 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4797617.000000 Penalty: 4998.681641
	Iteration 37Q: 3 clusters Score -4797617 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23327 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -4797618.500000 Penalty: 4998.681641
	Iteration 38Q: 3 clusters Score -4797618 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -4797623.000000 Penalty: 4998.681641
	Iteration 39Q: 3 clusters Score -4797623 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23333 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -4797618.500000 Penalty: 4998.681641
	Iteration 40F: 3 clusters Score -4797618 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23335 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -4797623.000000 Penalty: 4998.681641
	Iteration 41Q: 3 clusters Score -4797623 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4797620.500000 Penalty: 4998.681641
	Iteration 42Q: 3 clusters Score -4797620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4797622.500000 Penalty: 4998.681641
	Iteration 43Q: 3 clusters Score -4797622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23337 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4797622.500000 Penalty: 4998.681641
	Iteration 44F: 3 clusters Score -4797622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Entering Unmasked Estep 
Score: -7771302.500000 Penalty: 2632.365234
	Iteration 0F: 2 clusters Score -7771302 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 20459 members 
Entering Unmasked Estep 
Score: -7745321.500000 Penalty: 5264.730469
	Iteration 0F: 3 clusters Score -7745322 nChanged 18677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19028 members 
Mstep: Class 2 contains 21688 members 
Entering Unmasked Estep 
Score: -7755528.500000 Penalty: 5264.730469
	Iteration 1F: 3 clusters Score -7755528 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18309 members 
Mstep: Class 2 contains 22407 members 
Entering Unmasked Estep 
Score: -7756030.500000 Penalty: 5264.730469
	Iteration 2Q: 3 clusters Score -7756030 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 23452 members 
Entering Unmasked Estep 
Score: -7756572.000000 Penalty: 5264.730469
	Iteration 3Q: 3 clusters Score -7756572 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15775 members 
Mstep: Class 2 contains 24941 members 
Entering Unmasked Estep 
Score: -7757326.500000 Penalty: 5264.730469
	Iteration 4Q: 3 clusters Score -7757326 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -7758404.000000 Penalty: 5264.730469
	Iteration 5F: 3 clusters Score -7758404 nChanged 2493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 29224 members 
Entering Unmasked Estep 
Score: -7759909.000000 Penalty: 5264.730469
	Iteration 6F: 3 clusters Score -7759909 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8699 members 
Mstep: Class 2 contains 32017 members 
Entering Unmasked Estep 
Score: -7761960.000000 Penalty: 5264.730469
	Iteration 7F: 3 clusters Score -7761960 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 34901 members 
Entering Unmasked Estep 
Score: -7764448.000000 Penalty: 5264.730469
	Iteration 8F: 3 clusters Score -7764448 nChanged 2424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3485 members 
Mstep: Class 2 contains 37231 members 
Entering Unmasked Estep 
Score: -7766533.500000 Penalty: 5264.730469
	Iteration 9F: 3 clusters Score -7766534 nChanged 1476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 38587 members 
Entering Unmasked Estep 
Score: -7767848.500000 Penalty: 5264.730469
	Iteration 10Q: 3 clusters Score -7767848 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 39249 members 
Entering Unmasked Estep 
Score: -7768653.000000 Penalty: 5264.730469
	Iteration 11Q: 3 clusters Score -7768653 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 39528 members 
Entering Unmasked Estep 
Score: -7769060.500000 Penalty: 5264.730469
	Iteration 12Q: 3 clusters Score -7769060 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 39633 members 
Entering Unmasked Estep 
Score: -7769296.500000 Penalty: 5264.730469
	Iteration 13Q: 3 clusters Score -7769296 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 39669 members 
Entering Unmasked Estep 
Score: -7769463.000000 Penalty: 5264.730469
	Iteration 14Q: 3 clusters Score -7769463 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -7769584.500000 Penalty: 5264.730469
	Iteration 15Q: 3 clusters Score -7769584 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 39673 members 
Entering Unmasked Estep 
Score: -7769663.500000 Penalty: 5264.730469
	Iteration 16Q: 3 clusters Score -7769664 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 39658 members 
Entering Unmasked Estep 
Score: -7769726.500000 Penalty: 5264.730469
	Iteration 17Q: 3 clusters Score -7769726 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 39624 members 
Entering Unmasked Estep 
Score: -7769782.500000 Penalty: 5264.730469
	Iteration 18Q: 3 clusters Score -7769782 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 39601 members 
Entering Unmasked Estep 
Score: -7769807.500000 Penalty: 5264.730469
	Iteration 19Q: 3 clusters Score -7769808 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 39583 members 
Entering Unmasked Estep 
Score: -7769827.500000 Penalty: 5264.730469
	Iteration 20F: 3 clusters Score -7769828 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 39561 members 
Entering Unmasked Estep 
Score: -7769853.000000 Penalty: 5264.730469
	Iteration 21Q: 3 clusters Score -7769853 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -7769876.000000 Penalty: 5264.730469
	Iteration 22Q: 3 clusters Score -7769876 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 39517 members 
Entering Unmasked Estep 
Score: -7769893.500000 Penalty: 5264.730469
	Iteration 23Q: 3 clusters Score -7769894 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 39500 members 
Entering Unmasked Estep 
Score: -7769902.000000 Penalty: 5264.730469
	Iteration 24Q: 3 clusters Score -7769902 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 39478 members 
Entering Unmasked Estep 
Score: -7769929.500000 Penalty: 5264.730469
	Iteration 25Q: 3 clusters Score -7769930 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 39454 members 
Entering Unmasked Estep 
Score: -7769937.500000 Penalty: 5264.730469
	Iteration 26Q: 3 clusters Score -7769938 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 39433 members 
Entering Unmasked Estep 
Score: -7769947.500000 Penalty: 5264.730469
	Iteration 27Q: 3 clusters Score -7769948 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 39414 members 
Entering Unmasked Estep 
Score: -7769958.000000 Penalty: 5264.730469
	Iteration 28Q: 3 clusters Score -7769958 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 39402 members 
Entering Unmasked Estep 
Score: -7769973.000000 Penalty: 5264.730469
	Iteration 29Q: 3 clusters Score -7769973 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 39384 members 
Entering Unmasked Estep 
Score: -7769992.500000 Penalty: 5264.730469
	Iteration 30Q: 3 clusters Score -7769992 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 39362 members 
Entering Unmasked Estep 
Score: -7769995.500000 Penalty: 5264.730469
	Iteration 31Q: 3 clusters Score -7769996 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 39338 members 
Entering Unmasked Estep 
Score: -7770015.500000 Penalty: 5264.730469
	Iteration 32Q: 3 clusters Score -7770016 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 39321 members 
Entering Unmasked Estep 
Score: -7770035.000000 Penalty: 5264.730469
	Iteration 33Q: 3 clusters Score -7770035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 39303 members 
Entering Unmasked Estep 
Score: -7770054.000000 Penalty: 5264.730469
	Iteration 34Q: 3 clusters Score -7770054 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 39281 members 
Entering Unmasked Estep 
Score: -7770073.000000 Penalty: 5264.730469
	Iteration 35Q: 3 clusters Score -7770073 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 39255 members 
Entering Unmasked Estep 
Score: -7770077.500000 Penalty: 5264.730469
	Iteration 36Q: 3 clusters Score -7770078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 39229 members 
Entering Unmasked Estep 
Score: -7770088.000000 Penalty: 5264.730469
	Iteration 37Q: 3 clusters Score -7770088 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 39206 members 
Entering Unmasked Estep 
Score: -7770109.500000 Penalty: 5264.730469
	Iteration 38Q: 3 clusters Score -7770110 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 39190 members 
Entering Unmasked Estep 
Score: -7770107.500000 Penalty: 5264.730469
	Iteration 39Q: 3 clusters Score -7770108 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -7770117.500000 Penalty: 5264.730469
	Iteration 40F: 3 clusters Score -7770118 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 39157 members 
Entering Unmasked Estep 
Score: -7770134.500000 Penalty: 5264.730469
	Iteration 41Q: 3 clusters Score -7770134 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 39138 members 
Entering Unmasked Estep 
Score: -7770156.500000 Penalty: 5264.730469
	Iteration 42Q: 3 clusters Score -7770156 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 39120 members 
Entering Unmasked Estep 
Score: -7770160.500000 Penalty: 5264.730469
	Iteration 43Q: 3 clusters Score -7770160 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 39102 members 
Entering Unmasked Estep 
Score: -7770165.500000 Penalty: 5264.730469
	Iteration 44Q: 3 clusters Score -7770166 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 39080 members 
Entering Unmasked Estep 
Score: -7770173.000000 Penalty: 5264.730469
	Iteration 45Q: 3 clusters Score -7770173 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 39060 members 
Entering Unmasked Estep 
Score: -7770172.500000 Penalty: 5264.730469
	Iteration 46Q: 3 clusters Score -7770172 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -7770189.500000 Penalty: 5264.730469
	Iteration 47Q: 3 clusters Score -7770190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 39029 members 
Entering Unmasked Estep 
Score: -7770189.000000 Penalty: 5264.730469
	Iteration 48Q: 3 clusters Score -7770189 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 39018 members 
Entering Unmasked Estep 
Score: -7770187.000000 Penalty: 5264.730469
	Iteration 49Q: 3 clusters Score -7770187 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 39005 members 
Entering Unmasked Estep 
Score: -7770189.000000 Penalty: 5264.730469
	Iteration 50Q: 3 clusters Score -7770189 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 38982 members 
Entering Unmasked Estep 
Score: -7770186.500000 Penalty: 5264.730469
	Iteration 51Q: 3 clusters Score -7770186 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 38960 members 
Entering Unmasked Estep 
Score: -7770194.500000 Penalty: 5264.730469
	Iteration 52Q: 3 clusters Score -7770194 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -7770196.500000 Penalty: 5264.730469
	Iteration 53Q: 3 clusters Score -7770196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 38927 members 
Entering Unmasked Estep 
Score: -7770208.000000 Penalty: 5264.730469
	Iteration 54Q: 3 clusters Score -7770208 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 38905 members 
Entering Unmasked Estep 
Score: -7770207.500000 Penalty: 5264.730469
	Iteration 55Q: 3 clusters Score -7770208 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 38884 members 
Entering Unmasked Estep 
Score: -7770208.000000 Penalty: 5264.730469
	Iteration 56Q: 3 clusters Score -7770208 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 38865 members 
Entering Unmasked Estep 
Score: -7770218.500000 Penalty: 5264.730469
	Iteration 57Q: 3 clusters Score -7770218 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 38843 members 
Entering Unmasked Estep 
Score: -7770240.000000 Penalty: 5264.730469
	Iteration 58Q: 3 clusters Score -7770240 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 38825 members 
Entering Unmasked Estep 
Score: -7770250.500000 Penalty: 5264.730469
	Iteration 59Q: 3 clusters Score -7770250 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1903 members 
Mstep: Class 2 contains 38813 members 
Entering Unmasked Estep 
Score: -7770240.000000 Penalty: 5264.730469
	Iteration 60F: 3 clusters Score -7770240 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 38802 members 
Entering Unmasked Estep 
Score: -7770247.000000 Penalty: 5264.730469
	Iteration 61Q: 3 clusters Score -7770247 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -7770257.500000 Penalty: 5264.730469
	Iteration 62Q: 3 clusters Score -7770258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 38778 members 
Entering Unmasked Estep 
Score: -7770255.000000 Penalty: 5264.730469
	Iteration 63Q: 3 clusters Score -7770255 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -7770258.500000 Penalty: 5264.730469
	Iteration 64Q: 3 clusters Score -7770258 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 38755 members 
Entering Unmasked Estep 
Score: -7770260.500000 Penalty: 5264.730469
	Iteration 65Q: 3 clusters Score -7770260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 38736 members 
Entering Unmasked Estep 
Score: -7770264.000000 Penalty: 5264.730469
	Iteration 66Q: 3 clusters Score -7770264 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -7770264.500000 Penalty: 5264.730469
	Iteration 67Q: 3 clusters Score -7770264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 38714 members 
Entering Unmasked Estep 
Score: -7770268.500000 Penalty: 5264.730469
	Iteration 68Q: 3 clusters Score -7770268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 38701 members 
Entering Unmasked Estep 
Score: -7770276.000000 Penalty: 5264.730469
	Iteration 69Q: 3 clusters Score -7770276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -7770273.500000 Penalty: 5264.730469
	Iteration 70Q: 3 clusters Score -7770274 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2045 members 
Mstep: Class 2 contains 38671 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7770272 nChanged 14
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 38657 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7770274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 38644 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7770280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 38630 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7770288 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2109 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7770300 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 38583 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -7770283 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 38562 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -7770310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 38511 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -7770323 nChanged 30
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Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 38481 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -7770314 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 38456 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -7770316 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 38431 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7770328 nChanged 21
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Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 38410 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -7770340 nChanged 29
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 38381 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -7770351 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 38349 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -7770356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 38318 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7770389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 38289 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7770378 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 38261 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7770388 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -7770396 nChanged 18
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 38218 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -7770412 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 38190 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -7770434 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 38162 members 
Entering Unmasked Estep 
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 38139 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7770442 nChanged 20
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Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 38119 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -7770450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 38101 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -7770446 nChanged 16
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Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 38085 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -7770447 nChanged 15
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 38070 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -7770446 nChanged 17
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2663 members 
Mstep: Class 2 contains 38053 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -7770442 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 38030 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7770450 nChanged 28
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 38002 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7770463 nChanged 33
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 37969 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7770474 nChanged 43
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 37926 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7770488 nChanged 42
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Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 37884 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -7770497 nChanged 32
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Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 37854 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -7770502 nChanged 32
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Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 37822 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -7770513 nChanged 29
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Mstep: Class 1 contains 2923 members 
Mstep: Class 2 contains 37793 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -7770539 nChanged 29
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Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 37764 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -7770542 nChanged 37
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Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 37727 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -7770545 nChanged 35
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 37692 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -7770570 nChanged 36
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Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 37656 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -7770562 nChanged 36
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Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 37622 members 
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	Iteration 111Q: 3 clusters Score -7770576 nChanged 24
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Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 37598 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -7770585 nChanged 22
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Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 37576 members 
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	Iteration 113Q: 3 clusters Score -7770576 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 37563 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -7770583 nChanged 15
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Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 37548 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -7770587 nChanged 20
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 37528 members 
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	Iteration 116Q: 3 clusters Score -7770594 nChanged 15
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Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 37513 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -7770596 nChanged 13
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3216 members 
Mstep: Class 2 contains 37500 members 
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	Iteration 118Q: 3 clusters Score -7770609 nChanged 9
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Mstep: Class 1 contains 3225 members 
Mstep: Class 2 contains 37491 members 
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	Iteration 119Q: 3 clusters Score -7770604 nChanged 13
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Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 37478 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -7770604 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 37465 members 
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	Iteration 121Q: 3 clusters Score -7770607 nChanged 9
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Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 37456 members 
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	Iteration 122Q: 3 clusters Score -7770599 nChanged 12
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Mstep: Class 1 contains 3272 members 
Mstep: Class 2 contains 37444 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -7770597 nChanged 15
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Mstep: Class 1 contains 3287 members 
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	Iteration 124Q: 3 clusters Score -7770600 nChanged 13
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Mstep: Class 1 contains 3300 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -7770601 nChanged 11
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Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -7770606 nChanged 10
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Mstep: Class 1 contains 3321 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -7770612 nChanged 7
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Mstep: Class 1 contains 3328 members 
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -7770614 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 37380 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -7770617 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3346 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -7770615 nChanged 13
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Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -7770613 nChanged 14
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Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 37343 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -7770620 nChanged 13
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Mstep: Class 1 contains 3386 members 
Mstep: Class 2 contains 37330 members 
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	Iteration 133Q: 3 clusters Score -7770617 nChanged 20
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Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 37310 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -7770614 nChanged 24
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Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 37286 members 
Entering Unmasked Estep 
Score: -7770622.000000 Penalty: 5264.730469
	Iteration 135Q: 3 clusters Score -7770622 nChanged 24
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Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 37262 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -7770626 nChanged 17
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Mstep: Class 1 contains 3471 members 
Mstep: Class 2 contains 37245 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -7770620 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3487 members 
Mstep: Class 2 contains 37229 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -7770626 nChanged 20
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Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -7770642 nChanged 17
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Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 37194 members 
Entering Unmasked Estep 
Score: -7770645.000000 Penalty: 5264.730469
	Iteration 140F: 3 clusters Score -7770645 nChanged 20
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Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 37174 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -7770650 nChanged 18
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Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 37156 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -7770655 nChanged 22
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Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 37136 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -7770662 nChanged 26
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Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 37110 members 
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	Iteration 144Q: 3 clusters Score -7770666 nChanged 25
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Mstep: Class 1 contains 3631 members 
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -7770680 nChanged 28
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Mstep: Class 1 contains 3659 members 
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Entering Unmasked Estep 
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	Iteration 146Q: 3 clusters Score -7770696 nChanged 21
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Mstep: Class 1 contains 3680 members 
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	Iteration 147Q: 3 clusters Score -7770702 nChanged 17
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Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 37019 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -7770708 nChanged 16
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Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 37003 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -7770710 nChanged 15
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Mstep: Class 1 contains 3728 members 
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	Iteration 150Q: 3 clusters Score -7770709 nChanged 17
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Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 36971 members 
Entering Unmasked Estep 
Score: -7770716.500000 Penalty: 5264.730469
	Iteration 151Q: 3 clusters Score -7770716 nChanged 19
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 36952 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -7770717 nChanged 14
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Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 36938 members 
Entering Unmasked Estep 
Score: -7770725.500000 Penalty: 5264.730469
	Iteration 153Q: 3 clusters Score -7770726 nChanged 13
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Mstep: Class 1 contains 3791 members 
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	Iteration 154Q: 3 clusters Score -7770734 nChanged 11
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Mstep: Class 1 contains 3802 members 
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Entering Unmasked Estep 
Score: -7770742.500000 Penalty: 5264.730469
	Iteration 155Q: 3 clusters Score -7770742 nChanged 12
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Mstep: Class 1 contains 3814 members 
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Entering Unmasked Estep 
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	Iteration 156Q: 3 clusters Score -7770751 nChanged 15
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Mstep: Class 1 contains 3829 members 
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Score: -7770747.500000 Penalty: 5264.730469
	Iteration 157Q: 3 clusters Score -7770748 nChanged 14
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Mstep: Class 1 contains 3843 members 
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Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -7770750 nChanged 13
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Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -7770761.000000 Penalty: 5264.730469
	Iteration 159Q: 3 clusters Score -7770761 nChanged 7
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Mstep: Class 1 contains 3863 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -7770762 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -7770765 nChanged 3
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Mstep: Class 1 contains 3870 members 
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Entering Unmasked Estep 
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	Iteration 162Q: 3 clusters Score -7770768 nChanged 0
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Mstep: Class 1 contains 3870 members 
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Score: -7770767.500000 Penalty: 5264.730469
	Iteration 163F: 3 clusters Score -7770768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17500 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17500 members 
Entering Unmasked Estep 
Score: -3234448.000000 Penalty: 2422.949219
	Iteration 0F: 2 clusters Score -3234448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -3221952.000000 Penalty: 4845.898438
	Iteration 0F: 3 clusters Score -3221952 nChanged 7635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 8787 members 
Entering Unmasked Estep 
Score: -3226105.750000 Penalty: 4845.898438
	Iteration 1F: 3 clusters Score -3226106 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8788 members 
Mstep: Class 2 contains 8712 members 
Entering Unmasked Estep 
Score: -3226612.000000 Penalty: 4845.898438
	Iteration 2F: 3 clusters Score -3226612 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 8567 members 
Entering Unmasked Estep 
Score: -3227022.250000 Penalty: 4845.898438
	Iteration 3F: 3 clusters Score -3227022 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3227365.000000 Penalty: 4845.898438
	Iteration 4Q: 3 clusters Score -3227365 nChanged 856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3227750.500000 Penalty: 4845.898438
	Iteration 5Q: 3 clusters Score -3227750 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10196 members 
Mstep: Class 2 contains 7304 members 
Entering Unmasked Estep 
Score: -3228219.000000 Penalty: 4845.898438
	Iteration 6F: 3 clusters Score -3228219 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -3228738.750000 Penalty: 4845.898438
	Iteration 7F: 3 clusters Score -3228739 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -3229279.000000 Penalty: 4845.898438
	Iteration 8F: 3 clusters Score -3229279 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12389 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -3229836.750000 Penalty: 4845.898438
	Iteration 9F: 3 clusters Score -3229837 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13155 members 
Mstep: Class 2 contains 4345 members 
Entering Unmasked Estep 
Score: -3230357.750000 Penalty: 4845.898438
	Iteration 10Q: 3 clusters Score -3230358 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13853 members 
Mstep: Class 2 contains 3647 members 
Entering Unmasked Estep 
Score: -3230868.000000 Penalty: 4845.898438
	Iteration 11Q: 3 clusters Score -3230868 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14571 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -3231425.500000 Penalty: 4845.898438
	Iteration 12Q: 3 clusters Score -3231426 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -3231884.000000 Penalty: 4845.898438
	Iteration 13Q: 3 clusters Score -3231884 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15673 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -3232300.000000 Penalty: 4845.898438
	Iteration 14Q: 3 clusters Score -3232300 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16037 members 
Mstep: Class 2 contains 1463 members 
Entering Unmasked Estep 
Score: -3232590.500000 Penalty: 4845.898438
	Iteration 15Q: 3 clusters Score -3232590 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16292 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -3232779.250000 Penalty: 4845.898438
	Iteration 16Q: 3 clusters Score -3232779 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16460 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -3232893.000000 Penalty: 4845.898438
	Iteration 17Q: 3 clusters Score -3232893 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3232980.000000 Penalty: 4845.898438
	Iteration 18Q: 3 clusters Score -3232980 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16658 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -3233024.500000 Penalty: 4845.898438
	Iteration 19Q: 3 clusters Score -3233024 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16704 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3233056.250000 Penalty: 4845.898438
	Iteration 20F: 3 clusters Score -3233056 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -3233073.000000 Penalty: 4845.898438
	Iteration 21Q: 3 clusters Score -3233073 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -3233097.000000 Penalty: 4845.898438
	Iteration 22Q: 3 clusters Score -3233097 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3233123.250000 Penalty: 4845.898438
	Iteration 23Q: 3 clusters Score -3233123 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16810 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3233133.750000 Penalty: 4845.898438
	Iteration 24Q: 3 clusters Score -3233134 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16823 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3233139.500000 Penalty: 4845.898438
	Iteration 25Q: 3 clusters Score -3233140 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3233142.500000 Penalty: 4845.898438
	Iteration 26Q: 3 clusters Score -3233142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3233149.000000 Penalty: 4845.898438
	Iteration 27Q: 3 clusters Score -3233149 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16846 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -3233148.750000 Penalty: 4845.898438
	Iteration 28Q: 3 clusters Score -3233149 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16853 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -3233160.000000 Penalty: 4845.898438
	Iteration 29Q: 3 clusters Score -3233160 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16857 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3233158.750000 Penalty: 4845.898438
	Iteration 30Q: 3 clusters Score -3233159 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16861 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -3233166.250000 Penalty: 4845.898438
	Iteration 31Q: 3 clusters Score -3233166 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16865 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3233165.750000 Penalty: 4845.898438
	Iteration 32Q: 3 clusters Score -3233166 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3233167.000000 Penalty: 4845.898438
	Iteration 33Q: 3 clusters Score -3233167 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16868 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -3233165.250000 Penalty: 4845.898438
	Iteration 34Q: 3 clusters Score -3233165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3233163.750000 Penalty: 4845.898438
	Iteration 35Q: 3 clusters Score -3233164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16869 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3233163.750000 Penalty: 4845.898438
	Iteration 36F: 3 clusters Score -3233164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23888 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Entering Unmasked Estep 
Score: -4535729.500000 Penalty: 2500.120605
	Iteration 0F: 2 clusters Score -4535730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11901 members 
Mstep: Class 2 contains 11987 members 
Entering Unmasked Estep 
Score: -4519251.000000 Penalty: 5000.241211
	Iteration 0F: 3 clusters Score -4519251 nChanged 10553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 12274 members 
Entering Unmasked Estep 
Score: -4525030.000000 Penalty: 5000.241211
	Iteration 1F: 3 clusters Score -4525030 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11438 members 
Mstep: Class 2 contains 12450 members 
Entering Unmasked Estep 
Score: -4525359.500000 Penalty: 5000.241211
	Iteration 2Q: 3 clusters Score -4525360 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 12677 members 
Entering Unmasked Estep 
Score: -4525653.500000 Penalty: 5000.241211
	Iteration 3Q: 3 clusters Score -4525654 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10963 members 
Mstep: Class 2 contains 12925 members 
Entering Unmasked Estep 
Score: -4525899.500000 Penalty: 5000.241211
	Iteration 4Q: 3 clusters Score -4525900 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -4526129.500000 Penalty: 5000.241211
	Iteration 5Q: 3 clusters Score -4526130 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 13611 members 
Entering Unmasked Estep 
Score: -4526305.000000 Penalty: 5000.241211
	Iteration 6Q: 3 clusters Score -4526305 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9837 members 
Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
Score: -4526458.000000 Penalty: 5000.241211
	Iteration 7Q: 3 clusters Score -4526458 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 14584 members 
Entering Unmasked Estep 
Score: -4526670.000000 Penalty: 5000.241211
	Iteration 8Q: 3 clusters Score -4526670 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8614 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -4526951.500000 Penalty: 5000.241211
	Iteration 9Q: 3 clusters Score -4526952 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7744 members 
Mstep: Class 2 contains 16144 members 
Entering Unmasked Estep 
Score: -4527352.500000 Penalty: 5000.241211
	Iteration 10Q: 3 clusters Score -4527352 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6631 members 
Mstep: Class 2 contains 17257 members 
Entering Unmasked Estep 
Score: -4527947.000000 Penalty: 5000.241211
	Iteration 11Q: 3 clusters Score -4527947 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5271 members 
Mstep: Class 2 contains 18617 members 
Entering Unmasked Estep 
Score: -4528878.500000 Penalty: 5000.241211
	Iteration 12F: 3 clusters Score -4528878 nChanged 1470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -4530078.500000 Penalty: 5000.241211
	Iteration 13F: 3 clusters Score -4530078 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 21497 members 
Entering Unmasked Estep 
Score: -4531362.500000 Penalty: 5000.241211
	Iteration 14F: 3 clusters Score -4531362 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 22586 members 
Entering Unmasked Estep 
Score: -4532366.000000 Penalty: 5000.241211
	Iteration 15Q: 3 clusters Score -4532366 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 23184 members 
Entering Unmasked Estep 
Score: -4532914.500000 Penalty: 5000.241211
	Iteration 16Q: 3 clusters Score -4532914 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 23460 members 
Entering Unmasked Estep 
Score: -4533201.000000 Penalty: 5000.241211
	Iteration 17Q: 3 clusters Score -4533201 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 23576 members 
Entering Unmasked Estep 
Score: -4533359.500000 Penalty: 5000.241211
	Iteration 18Q: 3 clusters Score -4533360 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -4533432.000000 Penalty: 5000.241211
	Iteration 19Q: 3 clusters Score -4533432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4533481.000000 Penalty: 5000.241211
	Iteration 20F: 3 clusters Score -4533481 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 23650 members 
Entering Unmasked Estep 
Score: -4533503.000000 Penalty: 5000.241211
	Iteration 21Q: 3 clusters Score -4533503 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 23657 members 
Entering Unmasked Estep 
Score: -4533520.500000 Penalty: 5000.241211
	Iteration 22Q: 3 clusters Score -4533520 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 23660 members 
Entering Unmasked Estep 
Score: -4533533.000000 Penalty: 5000.241211
	Iteration 23Q: 3 clusters Score -4533533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 23667 members 
Entering Unmasked Estep 
Score: -4533544.000000 Penalty: 5000.241211
	Iteration 24Q: 3 clusters Score -4533544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -4533543.500000 Penalty: 5000.241211
	Iteration 25Q: 3 clusters Score -4533544 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 23668 members 
Entering Unmasked Estep 
Score: -4533543.500000 Penalty: 5000.241211
	Iteration 26F: 3 clusters Score -4533544 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -31620.642578 Penalty: 1329.600464
	Iteration 0F: 2 clusters Score -31620.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30535.189453 Penalty: 2659.200928
	Iteration 0F: 3 clusters Score -30535.19 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30626.671875 Penalty: 2659.200928
	Iteration 1F: 3 clusters Score -30626.67 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -30661.505859 Penalty: 2659.200928
	Iteration 2Q: 3 clusters Score -30661.51 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -30670.750000 Penalty: 2659.200928
	Iteration 3Q: 3 clusters Score -30670.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -30680.261719 Penalty: 2659.200928
	Iteration 4Q: 3 clusters Score -30680.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -30681.814453 Penalty: 2659.200928
	Iteration 5Q: 3 clusters Score -30681.81 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30684.320312 Penalty: 2659.200928
	Iteration 6Q: 3 clusters Score -30684.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -30684.320312 Penalty: 2659.200928
	Iteration 7F: 3 clusters Score -30684.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46326 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46326 members 
Entering Unmasked Estep 
Score: -8916912.000000 Penalty: 2664.377686
	Iteration 0F: 2 clusters Score -8916912 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22978 members 
Mstep: Class 2 contains 23348 members 
Entering Unmasked Estep 
Score: -8890370.000000 Penalty: 5328.755371
	Iteration 0F: 3 clusters Score -8890370 nChanged 21356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21652 members 
Mstep: Class 2 contains 24674 members 
Entering Unmasked Estep 
Score: -8902245.000000 Penalty: 5328.755371
	Iteration 1F: 3 clusters Score -8902245 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -8902885.000000 Penalty: 5328.755371
	Iteration 2Q: 3 clusters Score -8902885 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19922 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -8903625.000000 Penalty: 5328.755371
	Iteration 3Q: 3 clusters Score -8903625 nChanged 2491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 27665 members 
Entering Unmasked Estep 
Score: -8904625.000000 Penalty: 5328.755371
	Iteration 4F: 3 clusters Score -8904625 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17337 members 
Mstep: Class 2 contains 28989 members 
Entering Unmasked Estep 
Score: -8905889.000000 Penalty: 5328.755371
	Iteration 5F: 3 clusters Score -8905889 nChanged 2600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16149 members 
Mstep: Class 2 contains 30177 members 
Entering Unmasked Estep 
Score: -8907498.000000 Penalty: 5328.755371
	Iteration 6F: 3 clusters Score -8907498 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15429 members 
Mstep: Class 2 contains 30897 members 
Entering Unmasked Estep 
Score: -8909772.000000 Penalty: 5328.755371
	Iteration 7F: 3 clusters Score -8909772 nChanged 2889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 30990 members 
Entering Unmasked Estep 
Score: -8912157.000000 Penalty: 5328.755371
	Iteration 8F: 3 clusters Score -8912157 nChanged 2371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15779 members 
Mstep: Class 2 contains 30547 members 
Entering Unmasked Estep 
Score: -8913523.000000 Penalty: 5328.755371
	Iteration 9F: 3 clusters Score -8913523 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 30101 members 
Entering Unmasked Estep 
Score: -8914192.000000 Penalty: 5328.755371
	Iteration 10Q: 3 clusters Score -8914192 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -8914800.000000 Penalty: 5328.755371
	Iteration 11Q: 3 clusters Score -8914800 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 28951 members 
Entering Unmasked Estep 
Score: -8915549.000000 Penalty: 5328.755371
	Iteration 12Q: 3 clusters Score -8915549 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 28218 members 
Entering Unmasked Estep 
Score: -8916161.000000 Penalty: 5328.755371
	Iteration 13Q: 3 clusters Score -8916161 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18808 members 
Mstep: Class 2 contains 27518 members 
Entering Unmasked Estep 
Score: -8916642.000000 Penalty: 5328.755371
	Iteration 14Q: 3 clusters Score -8916642 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19453 members 
Mstep: Class 2 contains 26873 members 
Entering Unmasked Estep 
Score: -8916997.000000 Penalty: 5328.755371
	Iteration 15Q: 3 clusters Score -8916997 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20121 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -8917311.000000 Penalty: 5328.755371
	Iteration 16Q: 3 clusters Score -8917311 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -8917508.000000 Penalty: 5328.755371
	Iteration 17Q: 3 clusters Score -8917508 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21615 members 
Mstep: Class 2 contains 24711 members 
Entering Unmasked Estep 
Score: -8917753.000000 Penalty: 5328.755371
	Iteration 18Q: 3 clusters Score -8917753 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22397 members 
Mstep: Class 2 contains 23929 members 
Entering Unmasked Estep 
Score: -8917822.000000 Penalty: 5328.755371
	Iteration 19Q: 3 clusters Score -8917822 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23078 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -8917912.000000 Penalty: 5328.755371
	Iteration 20F: 3 clusters Score -8917912 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23742 members 
Mstep: Class 2 contains 22584 members 
Entering Unmasked Estep 
Score: -8917980.000000 Penalty: 5328.755371
	Iteration 21Q: 3 clusters Score -8917980 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24367 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8917981.000000 Penalty: 5328.755371
	Iteration 22Q: 3 clusters Score -8917981 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25027 members 
Mstep: Class 2 contains 21299 members 
Entering Unmasked Estep 
Score: -8917991.000000 Penalty: 5328.755371
	Iteration 23Q: 3 clusters Score -8917991 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25644 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -8917893.000000 Penalty: 5328.755371
	Iteration 24Q: 3 clusters Score -8917893 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26156 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -8917823.000000 Penalty: 5328.755371
	Iteration 25Q: 3 clusters Score -8917823 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -8917888.000000 Penalty: 5328.755371
	Iteration 26Q: 3 clusters Score -8917888 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 19145 members 
Entering Unmasked Estep 
Score: -8917924.000000 Penalty: 5328.755371
	Iteration 27Q: 3 clusters Score -8917924 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27579 members 
Mstep: Class 2 contains 18747 members 
Entering Unmasked Estep 
Score: -8917903.000000 Penalty: 5328.755371
	Iteration 28Q: 3 clusters Score -8917903 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27888 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -8917968.000000 Penalty: 5328.755371
	Iteration 29Q: 3 clusters Score -8917968 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28100 members 
Mstep: Class 2 contains 18226 members 
Entering Unmasked Estep 
Score: -8917977.000000 Penalty: 5328.755371
	Iteration 30Q: 3 clusters Score -8917977 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28214 members 
Mstep: Class 2 contains 18112 members 
Entering Unmasked Estep 
Score: -8917936.000000 Penalty: 5328.755371
	Iteration 31Q: 3 clusters Score -8917936 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 17963 members 
Entering Unmasked Estep 
Score: -8917927.000000 Penalty: 5328.755371
	Iteration 32Q: 3 clusters Score -8917927 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -8917927.000000 Penalty: 5328.755371
	Iteration 33Q: 3 clusters Score -8917927 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -8917921.000000 Penalty: 5328.755371
	Iteration 34Q: 3 clusters Score -8917921 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28750 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -8917923.000000 Penalty: 5328.755371
	Iteration 35Q: 3 clusters Score -8917923 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28851 members 
Mstep: Class 2 contains 17475 members 
Entering Unmasked Estep 
Score: -8917915.000000 Penalty: 5328.755371
	Iteration 36Q: 3 clusters Score -8917915 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28903 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -8917892.000000 Penalty: 5328.755371
	Iteration 37Q: 3 clusters Score -8917892 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28934 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -8917887.000000 Penalty: 5328.755371
	Iteration 38Q: 3 clusters Score -8917887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28969 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -8917890.000000 Penalty: 5328.755371
	Iteration 39Q: 3 clusters Score -8917890 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29012 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -8917861.000000 Penalty: 5328.755371
	Iteration 40F: 3 clusters Score -8917861 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29066 members 
Mstep: Class 2 contains 17260 members 
Entering Unmasked Estep 
Score: -8917842.000000 Penalty: 5328.755371
	Iteration 41Q: 3 clusters Score -8917842 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29132 members 
Mstep: Class 2 contains 17194 members 
Entering Unmasked Estep 
Score: -8917809.000000 Penalty: 5328.755371
	Iteration 42Q: 3 clusters Score -8917809 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29235 members 
Mstep: Class 2 contains 17091 members 
Entering Unmasked Estep 
Score: -8917803.000000 Penalty: 5328.755371
	Iteration 43Q: 3 clusters Score -8917803 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29345 members 
Mstep: Class 2 contains 16981 members 
Entering Unmasked Estep 
Score: -8917802.000000 Penalty: 5328.755371
	Iteration 44Q: 3 clusters Score -8917802 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29438 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -8917800.000000 Penalty: 5328.755371
	Iteration 45Q: 3 clusters Score -8917800 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 16833 members 
Entering Unmasked Estep 
Score: -8917793.000000 Penalty: 5328.755371
	Iteration 46Q: 3 clusters Score -8917793 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29530 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -8917803.000000 Penalty: 5328.755371
	Iteration 47Q: 3 clusters Score -8917803 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29584 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -8917808.000000 Penalty: 5328.755371
	Iteration 48Q: 3 clusters Score -8917808 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29621 members 
Mstep: Class 2 contains 16705 members 
Entering Unmasked Estep 
Score: -8917807.000000 Penalty: 5328.755371
	Iteration 49Q: 3 clusters Score -8917807 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29650 members 
Mstep: Class 2 contains 16676 members 
Entering Unmasked Estep 
Score: -8917806.000000 Penalty: 5328.755371
	Iteration 50Q: 3 clusters Score -8917806 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29670 members 
Mstep: Class 2 contains 16656 members 
Entering Unmasked Estep 
Score: -8917810.000000 Penalty: 5328.755371
	Iteration 51Q: 3 clusters Score -8917810 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -8917811.000000 Penalty: 5328.755371
	Iteration 52Q: 3 clusters Score -8917811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29678 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -8917806.000000 Penalty: 5328.755371
	Iteration 53Q: 3 clusters Score -8917806 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29677 members 
Mstep: Class 2 contains 16649 members 
Entering Unmasked Estep 
Score: -8917818.000000 Penalty: 5328.755371
	Iteration 54Q: 3 clusters Score -8917818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -8917815.000000 Penalty: 5328.755371
	Iteration 55Q: 3 clusters Score -8917815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29679 members 
Mstep: Class 2 contains 16647 members 
Entering Unmasked Estep 
Score: -8917815.000000 Penalty: 5328.755371
	Iteration 56F: 3 clusters Score -8917815 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 28528 members 
Mstep: Class 3 contains 47034 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 24410 members 
Mstep: Class 6 contains 32216 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46561 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 25630 members 
Mstep: Class 11 contains 51092 members 
Mstep: Class 12 contains 69913 members 
Mstep: Class 13 contains 52732 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 29206 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41634 members 
Mstep: Class 18 contains 46789 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23813 members 
Mstep: Class 22 contains 40716 members 
Mstep: Class 23 contains 17500 members 
Mstep: Class 24 contains 23888 members 
Mstep: Class 25 contains 16647 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 29679 members 
Mstep: Class 28 contains 21491 members 
Mstep: Class 29 contains 26768 members 
Mstep: Class 30 contains 59464 members 
Mstep: Class 31 contains 54044 members 
Mstep: Class 32 contains 66364 members 
Mstep: Class 33 contains 18200 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17603 members 
Mstep: Class 36 contains 46438 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28037 members 
Mstep: Class 40 contains 28229 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22989 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43995 members 
Entering Unmasked Estep 
Score: -207974928.000000 Penalty: 169222.343750
Splitting cluster 27 changes total score from -207976032.000000 to -207974928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 28 (21491 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21491 members 
Entering Unmasked Estep 
Score: -3969452.000000 Penalty: 2473.896484
	Iteration 0F: 2 clusters Score -3969452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 10792 members 
Entering Unmasked Estep 
Score: -3954369.750000 Penalty: 4947.792969
	Iteration 0F: 3 clusters Score -3954370 nChanged 9577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -3959508.500000 Penalty: 4947.792969
	Iteration 1F: 3 clusters Score -3959508 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 11099 members 
Entering Unmasked Estep 
Score: -3959830.250000 Penalty: 4947.792969
	Iteration 2Q: 3 clusters Score -3959830 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10272 members 
Mstep: Class 2 contains 11219 members 
Entering Unmasked Estep 
Score: -3960080.250000 Penalty: 4947.792969
	Iteration 3Q: 3 clusters Score -3960080 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -3960319.750000 Penalty: 4947.792969
	Iteration 4Q: 3 clusters Score -3960320 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9910 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
Score: -3960565.500000 Penalty: 4947.792969
	Iteration 5Q: 3 clusters Score -3960566 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9643 members 
Mstep: Class 2 contains 11848 members 
Entering Unmasked Estep 
Score: -3960824.000000 Penalty: 4947.792969
	Iteration 6Q: 3 clusters Score -3960824 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9336 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -3961135.250000 Penalty: 4947.792969
	Iteration 7Q: 3 clusters Score -3961135 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8979 members 
Mstep: Class 2 contains 12512 members 
Entering Unmasked Estep 
Score: -3961546.250000 Penalty: 4947.792969
	Iteration 8Q: 3 clusters Score -3961546 nChanged 800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8545 members 
Mstep: Class 2 contains 12946 members 
Entering Unmasked Estep 
Score: -3962027.750000 Penalty: 4947.792969
	Iteration 9Q: 3 clusters Score -3962028 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 13437 members 
Entering Unmasked Estep 
Score: -3962574.500000 Penalty: 4947.792969
	Iteration 10Q: 3 clusters Score -3962574 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7544 members 
Mstep: Class 2 contains 13947 members 
Entering Unmasked Estep 
Score: -3963064.500000 Penalty: 4947.792969
	Iteration 11Q: 3 clusters Score -3963064 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 14523 members 
Entering Unmasked Estep 
Score: -3963574.500000 Penalty: 4947.792969
	Iteration 12Q: 3 clusters Score -3963574 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6378 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3963995.750000 Penalty: 4947.792969
	Iteration 13Q: 3 clusters Score -3963996 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 15674 members 
Entering Unmasked Estep 
Score: -3964355.750000 Penalty: 4947.792969
	Iteration 14Q: 3 clusters Score -3964356 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5221 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -3964721.750000 Penalty: 4947.792969
	Iteration 15Q: 3 clusters Score -3964722 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 16867 members 
Entering Unmasked Estep 
Score: -3965073.000000 Penalty: 4947.792969
	Iteration 16Q: 3 clusters Score -3965073 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4074 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -3965362.250000 Penalty: 4947.792969
	Iteration 17Q: 3 clusters Score -3965362 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 17958 members 
Entering Unmasked Estep 
Score: -3965674.750000 Penalty: 4947.792969
	Iteration 18Q: 3 clusters Score -3965675 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -3965955.250000 Penalty: 4947.792969
	Iteration 19Q: 3 clusters Score -3965955 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3966196.000000 Penalty: 4947.792969
	Iteration 20F: 3 clusters Score -3966196 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 19247 members 
Entering Unmasked Estep 
Score: -3966397.500000 Penalty: 4947.792969
	Iteration 21Q: 3 clusters Score -3966398 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -3966580.000000 Penalty: 4947.792969
	Iteration 22Q: 3 clusters Score -3966580 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 19831 members 
Entering Unmasked Estep 
Score: -3966740.500000 Penalty: 4947.792969
	Iteration 23Q: 3 clusters Score -3966740 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 20055 members 
Entering Unmasked Estep 
Score: -3966857.750000 Penalty: 4947.792969
	Iteration 24Q: 3 clusters Score -3966858 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 20207 members 
Entering Unmasked Estep 
Score: -3966946.250000 Penalty: 4947.792969
	Iteration 25Q: 3 clusters Score -3966946 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 20332 members 
Entering Unmasked Estep 
Score: -3967021.500000 Penalty: 4947.792969
	Iteration 26Q: 3 clusters Score -3967022 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 20415 members 
Entering Unmasked Estep 
Score: -3967063.750000 Penalty: 4947.792969
	Iteration 27Q: 3 clusters Score -3967064 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 20501 members 
Entering Unmasked Estep 
Score: -3967139.500000 Penalty: 4947.792969
	Iteration 28Q: 3 clusters Score -3967140 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 20573 members 
Entering Unmasked Estep 
Score: -3967197.250000 Penalty: 4947.792969
	Iteration 29Q: 3 clusters Score -3967197 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 20622 members 
Entering Unmasked Estep 
Score: -3967245.500000 Penalty: 4947.792969
	Iteration 30Q: 3 clusters Score -3967246 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -3967265.250000 Penalty: 4947.792969
	Iteration 31Q: 3 clusters Score -3967265 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 20695 members 
Entering Unmasked Estep 
Score: -3967277.000000 Penalty: 4947.792969
	Iteration 32Q: 3 clusters Score -3967277 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 20720 members 
Entering Unmasked Estep 
Score: -3967293.750000 Penalty: 4947.792969
	Iteration 33Q: 3 clusters Score -3967294 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -3967308.250000 Penalty: 4947.792969
	Iteration 34Q: 3 clusters Score -3967308 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 20767 members 
Entering Unmasked Estep 
Score: -3967332.000000 Penalty: 4947.792969
	Iteration 35Q: 3 clusters Score -3967332 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 20788 members 
Entering Unmasked Estep 
Score: -3967351.500000 Penalty: 4947.792969
	Iteration 36Q: 3 clusters Score -3967352 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 20797 members 
Entering Unmasked Estep 
Score: -3967363.500000 Penalty: 4947.792969
	Iteration 37Q: 3 clusters Score -3967364 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 20817 members 
Entering Unmasked Estep 
Score: -3967377.250000 Penalty: 4947.792969
	Iteration 38Q: 3 clusters Score -3967377 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 20834 members 
Entering Unmasked Estep 
Score: -3967392.000000 Penalty: 4947.792969
	Iteration 39Q: 3 clusters Score -3967392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 20848 members 
Entering Unmasked Estep 
Score: -3967401.250000 Penalty: 4947.792969
	Iteration 40F: 3 clusters Score -3967401 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 20860 members 
Entering Unmasked Estep 
Score: -3967410.500000 Penalty: 4947.792969
	Iteration 41Q: 3 clusters Score -3967410 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 20868 members 
Entering Unmasked Estep 
Score: -3967417.000000 Penalty: 4947.792969
	Iteration 42Q: 3 clusters Score -3967417 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3967422.250000 Penalty: 4947.792969
	Iteration 43Q: 3 clusters Score -3967422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 20869 members 
Entering Unmasked Estep 
Score: -3967425.750000 Penalty: 4947.792969
	Iteration 44Q: 3 clusters Score -3967426 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3967423.500000 Penalty: 4947.792969
	Iteration 45Q: 3 clusters Score -3967424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3967429.250000 Penalty: 4947.792969
	Iteration 46Q: 3 clusters Score -3967429 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -3967429.250000 Penalty: 4947.792969
	Iteration 47F: 3 clusters Score -3967429 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26768 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26768 members 
Entering Unmasked Estep 
Score: -5293665.000000 Penalty: 2528.350586
	Iteration 0F: 2 clusters Score -5293665 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 13248 members 
Entering Unmasked Estep 
Score: -5275616.500000 Penalty: 5056.701172
	Iteration 0F: 3 clusters Score -5275616 nChanged 11905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14063 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -5281965.000000 Penalty: 5056.701172
	Iteration 1F: 3 clusters Score -5281965 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 12350 members 
Entering Unmasked Estep 
Score: -5282425.000000 Penalty: 5056.701172
	Iteration 2F: 3 clusters Score -5282425 nChanged 1172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14902 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -5282869.000000 Penalty: 5056.701172
	Iteration 3Q: 3 clusters Score -5282869 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15533 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -5283354.000000 Penalty: 5056.701172
	Iteration 4Q: 3 clusters Score -5283354 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16309 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -5283932.500000 Penalty: 5056.701172
	Iteration 5Q: 3 clusters Score -5283932 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 9493 members 
Entering Unmasked Estep 
Score: -5284646.500000 Penalty: 5056.701172
	Iteration 6Q: 3 clusters Score -5284646 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18442 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -5285523.000000 Penalty: 5056.701172
	Iteration 7Q: 3 clusters Score -5285523 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -5286502.500000 Penalty: 5056.701172
	Iteration 8F: 3 clusters Score -5286502 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21010 members 
Mstep: Class 2 contains 5758 members 
Entering Unmasked Estep 
Score: -5287529.000000 Penalty: 5056.701172
	Iteration 9F: 3 clusters Score -5287529 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -5288508.000000 Penalty: 5056.701172
	Iteration 10Q: 3 clusters Score -5288508 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -5289244.000000 Penalty: 5056.701172
	Iteration 11Q: 3 clusters Score -5289244 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24126 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -5289901.000000 Penalty: 5056.701172
	Iteration 12Q: 3 clusters Score -5289901 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24773 members 
Mstep: Class 2 contains 1995 members 
Entering Unmasked Estep 
Score: -5290385.000000 Penalty: 5056.701172
	Iteration 13Q: 3 clusters Score -5290385 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5290652.000000 Penalty: 5056.701172
	Iteration 14Q: 3 clusters Score -5290652 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 1276 members 
Entering Unmasked Estep 
Score: -5290878.000000 Penalty: 5056.701172
	Iteration 15Q: 3 clusters Score -5290878 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -5291056.500000 Penalty: 5056.701172
	Iteration 16Q: 3 clusters Score -5291056 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25825 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5291155.000000 Penalty: 5056.701172
	Iteration 17Q: 3 clusters Score -5291155 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -5291230.000000 Penalty: 5056.701172
	Iteration 18Q: 3 clusters Score -5291230 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -5291291.500000 Penalty: 5056.701172
	Iteration 19Q: 3 clusters Score -5291292 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -5291344.000000 Penalty: 5056.701172
	Iteration 20F: 3 clusters Score -5291344 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5291385.500000 Penalty: 5056.701172
	Iteration 21Q: 3 clusters Score -5291386 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26145 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5291416.500000 Penalty: 5056.701172
	Iteration 22Q: 3 clusters Score -5291416 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5291429.500000 Penalty: 5056.701172
	Iteration 23Q: 3 clusters Score -5291430 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26191 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5291459.000000 Penalty: 5056.701172
	Iteration 24Q: 3 clusters Score -5291459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5291467.000000 Penalty: 5056.701172
	Iteration 25Q: 3 clusters Score -5291467 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5291465.500000 Penalty: 5056.701172
	Iteration 26Q: 3 clusters Score -5291466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5291465.500000 Penalty: 5056.701172
	Iteration 27Q: 3 clusters Score -5291466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26207 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5291473.500000 Penalty: 5056.701172
	Iteration 28Q: 3 clusters Score -5291474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -5291477.000000 Penalty: 5056.701172
	Iteration 29Q: 3 clusters Score -5291477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26216 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5291489.000000 Penalty: 5056.701172
	Iteration 30Q: 3 clusters Score -5291489 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26223 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -5291493.000000 Penalty: 5056.701172
	Iteration 31Q: 3 clusters Score -5291493 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26229 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -5291502.500000 Penalty: 5056.701172
	Iteration 32Q: 3 clusters Score -5291502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -5291505.500000 Penalty: 5056.701172
	Iteration 33Q: 3 clusters Score -5291506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26234 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -5291505.000000 Penalty: 5056.701172
	Iteration 34Q: 3 clusters Score -5291505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26236 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5291506.000000 Penalty: 5056.701172
	Iteration 35Q: 3 clusters Score -5291506 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5291507.500000 Penalty: 5056.701172
	Iteration 36Q: 3 clusters Score -5291508 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -5291507.500000 Penalty: 5056.701172
	Iteration 37F: 3 clusters Score -5291508 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59464 members 
Entering Unmasked Estep 
Score: -11211846.000000 Penalty: 2726.295166
	Iteration 0F: 2 clusters Score -1.121185e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29639 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -11176091.000000 Penalty: 5452.590332
	Iteration 0F: 3 clusters Score -1.117609e+07 nChanged 27598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -11191328.000000 Penalty: 5452.590332
	Iteration 1F: 3 clusters Score -1.119133e+07 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29158 members 
Mstep: Class 2 contains 30306 members 
Entering Unmasked Estep 
Score: -11191921.000000 Penalty: 5452.590332
	Iteration 2Q: 3 clusters Score -1.119192e+07 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28737 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -11192486.000000 Penalty: 5452.590332
	Iteration 3Q: 3 clusters Score -1.119249e+07 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28158 members 
Mstep: Class 2 contains 31306 members 
Entering Unmasked Estep 
Score: -11192947.000000 Penalty: 5452.590332
	Iteration 4Q: 3 clusters Score -1.119295e+07 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27361 members 
Mstep: Class 2 contains 32103 members 
Entering Unmasked Estep 
Score: -11193388.000000 Penalty: 5452.590332
	Iteration 5Q: 3 clusters Score -1.119339e+07 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26249 members 
Mstep: Class 2 contains 33215 members 
Entering Unmasked Estep 
Score: -11193912.000000 Penalty: 5452.590332
	Iteration 6Q: 3 clusters Score -1.119391e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 34703 members 
Entering Unmasked Estep 
Score: -11194659.000000 Penalty: 5452.590332
	Iteration 7Q: 3 clusters Score -1.119466e+07 nChanged 2406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22741 members 
Mstep: Class 2 contains 36723 members 
Entering Unmasked Estep 
Score: -11195713.000000 Penalty: 5452.590332
	Iteration 8Q: 3 clusters Score -1.119571e+07 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20147 members 
Mstep: Class 2 contains 39317 members 
Entering Unmasked Estep 
Score: -11197213.000000 Penalty: 5452.590332
	Iteration 9Q: 3 clusters Score -1.119721e+07 nChanged 3189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 42300 members 
Entering Unmasked Estep 
Score: -11199187.000000 Penalty: 5452.590332
	Iteration 10F: 3 clusters Score -1.119919e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 45486 members 
Entering Unmasked Estep 
Score: -11201329.000000 Penalty: 5452.590332
	Iteration 11F: 3 clusters Score -1.120133e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10975 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -11203409.000000 Penalty: 5452.590332
	Iteration 12F: 3 clusters Score -1.120341e+07 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8400 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -11205140.000000 Penalty: 5452.590332
	Iteration 13Q: 3 clusters Score -1.120514e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6409 members 
Mstep: Class 2 contains 53055 members 
Entering Unmasked Estep 
Score: -11206294.000000 Penalty: 5452.590332
	Iteration 14Q: 3 clusters Score -1.120629e+07 nChanged 1566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4899 members 
Mstep: Class 2 contains 54565 members 
Entering Unmasked Estep 
Score: -11207096.000000 Penalty: 5452.590332
	Iteration 15Q: 3 clusters Score -1.12071e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 55731 members 
Entering Unmasked Estep 
Score: -11207794.000000 Penalty: 5452.590332
	Iteration 16Q: 3 clusters Score -1.120779e+07 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2838 members 
Mstep: Class 2 contains 56626 members 
Entering Unmasked Estep 
Score: -11208219.000000 Penalty: 5452.590332
	Iteration 17Q: 3 clusters Score -1.120822e+07 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 57363 members 
Entering Unmasked Estep 
Score: -11208693.000000 Penalty: 5452.590332
	Iteration 18Q: 3 clusters Score -1.120869e+07 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 57922 members 
Entering Unmasked Estep 
Score: -11208961.000000 Penalty: 5452.590332
	Iteration 19Q: 3 clusters Score -1.120896e+07 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 58305 members 
Entering Unmasked Estep 
Score: -11209112.000000 Penalty: 5452.590332
	Iteration 20F: 3 clusters Score -1.120911e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 58553 members 
Entering Unmasked Estep 
Score: -11209275.000000 Penalty: 5452.590332
	Iteration 21Q: 3 clusters Score -1.120928e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 58719 members 
Entering Unmasked Estep 
Score: -11209382.000000 Penalty: 5452.590332
	Iteration 22Q: 3 clusters Score -1.120938e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 58819 members 
Entering Unmasked Estep 
Score: -11209450.000000 Penalty: 5452.590332
	Iteration 23Q: 3 clusters Score -1.120945e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 58875 members 
Entering Unmasked Estep 
Score: -11209470.000000 Penalty: 5452.590332
	Iteration 24Q: 3 clusters Score -1.120947e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 58925 members 
Entering Unmasked Estep 
Score: -11209523.000000 Penalty: 5452.590332
	Iteration 25Q: 3 clusters Score -1.120952e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -11209567.000000 Penalty: 5452.590332
	Iteration 26Q: 3 clusters Score -1.120957e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 58976 members 
Entering Unmasked Estep 
Score: -11209597.000000 Penalty: 5452.590332
	Iteration 27Q: 3 clusters Score -1.12096e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 58990 members 
Entering Unmasked Estep 
Score: -11209633.000000 Penalty: 5452.590332
	Iteration 28Q: 3 clusters Score -1.120963e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 59001 members 
Entering Unmasked Estep 
Score: -11209642.000000 Penalty: 5452.590332
	Iteration 29Q: 3 clusters Score -1.120964e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 59010 members 
Entering Unmasked Estep 
Score: -11209660.000000 Penalty: 5452.590332
	Iteration 30Q: 3 clusters Score -1.120966e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 59018 members 
Entering Unmasked Estep 
Score: -11209651.000000 Penalty: 5452.590332
	Iteration 31Q: 3 clusters Score -1.120965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -11209666.000000 Penalty: 5452.590332
	Iteration 32Q: 3 clusters Score -1.120967e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 59027 members 
Entering Unmasked Estep 
Score: -11209666.000000 Penalty: 5452.590332
	Iteration 33Q: 3 clusters Score -1.120967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 59030 members 
Entering Unmasked Estep 
Score: -11209668.000000 Penalty: 5452.590332
	Iteration 34Q: 3 clusters Score -1.120967e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 59033 members 
Entering Unmasked Estep 
Score: -11209662.000000 Penalty: 5452.590332
	Iteration 35Q: 3 clusters Score -1.120966e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -11209670.000000 Penalty: 5452.590332
	Iteration 36Q: 3 clusters Score -1.120967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -11209672.000000 Penalty: 5452.590332
	Iteration 37Q: 3 clusters Score -1.120967e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 59035 members 
Entering Unmasked Estep 
Score: -11209669.000000 Penalty: 5452.590332
	Iteration 38Q: 3 clusters Score -1.120967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -11209667.000000 Penalty: 5452.590332
	Iteration 39Q: 3 clusters Score -1.120967e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 59037 members 
Entering Unmasked Estep 
Score: -11209678.000000 Penalty: 5452.590332
	Iteration 40F: 3 clusters Score -1.120968e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -11209667.000000 Penalty: 5452.590332
	Iteration 41Q: 3 clusters Score -1.120967e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 59036 members 
Entering Unmasked Estep 
Score: -11209667.000000 Penalty: 5452.590332
	Iteration 42F: 3 clusters Score -1.120967e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54044 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Entering Unmasked Estep 
Score: -9957518.000000 Penalty: 2702.593262
	Iteration 0F: 2 clusters Score -9957518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 26962 members 
Entering Unmasked Estep 
Score: -9923496.000000 Penalty: 5405.186523
	Iteration 0F: 3 clusters Score -9923496 nChanged 25009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 25803 members 
Entering Unmasked Estep 
Score: -9937820.000000 Penalty: 5405.186523
	Iteration 1F: 3 clusters Score -9937820 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 25178 members 
Entering Unmasked Estep 
Score: -9938603.000000 Penalty: 5405.186523
	Iteration 2Q: 3 clusters Score -9938603 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -9939623.000000 Penalty: 5405.186523
	Iteration 3Q: 3 clusters Score -9939623 nChanged 2672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 22759 members 
Entering Unmasked Estep 
Score: -9940957.000000 Penalty: 5405.186523
	Iteration 4Q: 3 clusters Score -9940957 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33305 members 
Mstep: Class 2 contains 20739 members 
Entering Unmasked Estep 
Score: -9942676.000000 Penalty: 5405.186523
	Iteration 5F: 3 clusters Score -9942676 nChanged 3356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35877 members 
Mstep: Class 2 contains 18167 members 
Entering Unmasked Estep 
Score: -9944981.000000 Penalty: 5405.186523
	Iteration 6F: 3 clusters Score -9944981 nChanged 3526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38859 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -9947907.000000 Penalty: 5405.186523
	Iteration 7F: 3 clusters Score -9947907 nChanged 3290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41701 members 
Mstep: Class 2 contains 12343 members 
Entering Unmasked Estep 
Score: -9950746.000000 Penalty: 5405.186523
	Iteration 8F: 3 clusters Score -9950746 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -9953009.000000 Penalty: 5405.186523
	Iteration 9Q: 3 clusters Score -9953009 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45651 members 
Mstep: Class 2 contains 8393 members 
Entering Unmasked Estep 
Score: -9954284.000000 Penalty: 5405.186523
	Iteration 10Q: 3 clusters Score -9954284 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46982 members 
Mstep: Class 2 contains 7062 members 
Entering Unmasked Estep 
Score: -9954937.000000 Penalty: 5405.186523
	Iteration 11Q: 3 clusters Score -9954937 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48103 members 
Mstep: Class 2 contains 5941 members 
Entering Unmasked Estep 
Score: -9955385.000000 Penalty: 5405.186523
	Iteration 12Q: 3 clusters Score -9955385 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49117 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -9955652.000000 Penalty: 5405.186523
	Iteration 13Q: 3 clusters Score -9955652 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49944 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -9955922.000000 Penalty: 5405.186523
	Iteration 14Q: 3 clusters Score -9955922 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -9956057.000000 Penalty: 5405.186523
	Iteration 15Q: 3 clusters Score -9956057 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51023 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -9956079.000000 Penalty: 5405.186523
	Iteration 16Q: 3 clusters Score -9956079 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51380 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -9956075.000000 Penalty: 5405.186523
	Iteration 17Q: 3 clusters Score -9956075 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51700 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -9956036.000000 Penalty: 5405.186523
	Iteration 18Q: 3 clusters Score -9956036 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51967 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9956082.000000 Penalty: 5405.186523
	Iteration 19Q: 3 clusters Score -9956082 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52184 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -9956073.000000 Penalty: 5405.186523
	Iteration 20F: 3 clusters Score -9956073 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52352 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -9956089.000000 Penalty: 5405.186523
	Iteration 21Q: 3 clusters Score -9956089 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52482 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -9956093.000000 Penalty: 5405.186523
	Iteration 22Q: 3 clusters Score -9956093 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52600 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -9956061.000000 Penalty: 5405.186523
	Iteration 23Q: 3 clusters Score -9956061 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -9956025.000000 Penalty: 5405.186523
	Iteration 24Q: 3 clusters Score -9956025 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52813 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -9956009.000000 Penalty: 5405.186523
	Iteration 25Q: 3 clusters Score -9956009 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52889 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -9956001.000000 Penalty: 5405.186523
	Iteration 26Q: 3 clusters Score -9956001 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52950 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -9955966.000000 Penalty: 5405.186523
	Iteration 27Q: 3 clusters Score -9955966 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52994 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -9955966.000000 Penalty: 5405.186523
	Iteration 28Q: 3 clusters Score -9955966 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53022 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -9955962.000000 Penalty: 5405.186523
	Iteration 29Q: 3 clusters Score -9955962 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53039 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -9955961.000000 Penalty: 5405.186523
	Iteration 30Q: 3 clusters Score -9955961 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -9955959.000000 Penalty: 5405.186523
	Iteration 31Q: 3 clusters Score -9955959 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53074 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -9955952.000000 Penalty: 5405.186523
	Iteration 32Q: 3 clusters Score -9955952 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53086 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -9955955.000000 Penalty: 5405.186523
	Iteration 33Q: 3 clusters Score -9955955 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53097 members 
Mstep: Class 2 contains 947 members 
Entering Unmasked Estep 
Score: -9955964.000000 Penalty: 5405.186523
	Iteration 34Q: 3 clusters Score -9955964 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53107 members 
Mstep: Class 2 contains 937 members 
Entering Unmasked Estep 
Score: -9955955.000000 Penalty: 5405.186523
	Iteration 35Q: 3 clusters Score -9955955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53120 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -9955951.000000 Penalty: 5405.186523
	Iteration 36Q: 3 clusters Score -9955951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53132 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -9955928.000000 Penalty: 5405.186523
	Iteration 37Q: 3 clusters Score -9955928 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -9955910.000000 Penalty: 5405.186523
	Iteration 38Q: 3 clusters Score -9955910 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53158 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -9955909.000000 Penalty: 5405.186523
	Iteration 39Q: 3 clusters Score -9955909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53176 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -9955908.000000 Penalty: 5405.186523
	Iteration 40F: 3 clusters Score -9955908 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53185 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -9955908.000000 Penalty: 5405.186523
	Iteration 41Q: 3 clusters Score -9955908 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53190 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -9955912.000000 Penalty: 5405.186523
	Iteration 42Q: 3 clusters Score -9955912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53192 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -9955907.000000 Penalty: 5405.186523
	Iteration 43Q: 3 clusters Score -9955907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53194 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -9955906.000000 Penalty: 5405.186523
	Iteration 44Q: 3 clusters Score -9955906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53196 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9955904.000000 Penalty: 5405.186523
	Iteration 45Q: 3 clusters Score -9955904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53197 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -9955902.000000 Penalty: 5405.186523
	Iteration 46Q: 3 clusters Score -9955902 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9955900.000000 Penalty: 5405.186523
	Iteration 47Q: 3 clusters Score -9955900 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53198 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -9955900.000000 Penalty: 5405.186523
	Iteration 48F: 3 clusters Score -9955900 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (66364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Entering Unmasked Estep 
Score: -11979360.000000 Penalty: 2753.521729
	Iteration 0F: 2 clusters Score -1.197936e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33140 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -11937940.000000 Penalty: 5507.043457
	Iteration 0F: 3 clusters Score -1.193794e+07 nChanged 30906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -11954717.000000 Penalty: 5507.043457
	Iteration 1F: 3 clusters Score -1.195472e+07 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32456 members 
Mstep: Class 2 contains 33908 members 
Entering Unmasked Estep 
Score: -11955278.000000 Penalty: 5507.043457
	Iteration 2Q: 3 clusters Score -1.195528e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 34279 members 
Entering Unmasked Estep 
Score: -11955827.000000 Penalty: 5507.043457
	Iteration 3Q: 3 clusters Score -1.195583e+07 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31503 members 
Mstep: Class 2 contains 34861 members 
Entering Unmasked Estep 
Score: -11956270.000000 Penalty: 5507.043457
	Iteration 4Q: 3 clusters Score -1.195627e+07 nChanged 2000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30631 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -11956820.000000 Penalty: 5507.043457
	Iteration 5Q: 3 clusters Score -1.195682e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29490 members 
Mstep: Class 2 contains 36874 members 
Entering Unmasked Estep 
Score: -11957343.000000 Penalty: 5507.043457
	Iteration 6Q: 3 clusters Score -1.195734e+07 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27902 members 
Mstep: Class 2 contains 38462 members 
Entering Unmasked Estep 
Score: -11958235.000000 Penalty: 5507.043457
	Iteration 7Q: 3 clusters Score -1.195824e+07 nChanged 2731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25681 members 
Mstep: Class 2 contains 40683 members 
Entering Unmasked Estep 
Score: -11959380.000000 Penalty: 5507.043457
	Iteration 8Q: 3 clusters Score -1.195938e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22513 members 
Mstep: Class 2 contains 43851 members 
Entering Unmasked Estep 
Score: -11961252.000000 Penalty: 5507.043457
	Iteration 9F: 3 clusters Score -1.196125e+07 nChanged 4247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18438 members 
Mstep: Class 2 contains 47926 members 
Entering Unmasked Estep 
Score: -11964181.000000 Penalty: 5507.043457
	Iteration 10F: 3 clusters Score -1.196418e+07 nChanged 4705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 52507 members 
Entering Unmasked Estep 
Score: -11967623.000000 Penalty: 5507.043457
	Iteration 11F: 3 clusters Score -1.196762e+07 nChanged 4249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9648 members 
Mstep: Class 2 contains 56716 members 
Entering Unmasked Estep 
Score: -11970973.000000 Penalty: 5507.043457
	Iteration 12F: 3 clusters Score -1.197097e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6219 members 
Mstep: Class 2 contains 60145 members 
Entering Unmasked Estep 
Score: -11973637.000000 Penalty: 5507.043457
	Iteration 13F: 3 clusters Score -1.197364e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 62476 members 
Entering Unmasked Estep 
Score: -11975213.000000 Penalty: 5507.043457
	Iteration 14Q: 3 clusters Score -1.197521e+07 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2429 members 
Mstep: Class 2 contains 63935 members 
Entering Unmasked Estep 
Score: -11976031.000000 Penalty: 5507.043457
	Iteration 15Q: 3 clusters Score -1.197603e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 64760 members 
Entering Unmasked Estep 
Score: -11976485.000000 Penalty: 5507.043457
	Iteration 16Q: 3 clusters Score -1.197648e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 65244 members 
Entering Unmasked Estep 
Score: -11976759.000000 Penalty: 5507.043457
	Iteration 17Q: 3 clusters Score -1.197676e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 65498 members 
Entering Unmasked Estep 
Score: -11976905.000000 Penalty: 5507.043457
	Iteration 18Q: 3 clusters Score -1.19769e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 65650 members 
Entering Unmasked Estep 
Score: -11976999.000000 Penalty: 5507.043457
	Iteration 19Q: 3 clusters Score -1.1977e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 65736 members 
Entering Unmasked Estep 
Score: -11977023.000000 Penalty: 5507.043457
	Iteration 20F: 3 clusters Score -1.197702e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 65795 members 
Entering Unmasked Estep 
Score: -11977088.000000 Penalty: 5507.043457
	Iteration 21Q: 3 clusters Score -1.197709e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 65833 members 
Entering Unmasked Estep 
Score: -11977101.000000 Penalty: 5507.043457
	Iteration 22Q: 3 clusters Score -1.19771e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 65863 members 
Entering Unmasked Estep 
Score: -11977112.000000 Penalty: 5507.043457
	Iteration 23Q: 3 clusters Score -1.197711e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 65882 members 
Entering Unmasked Estep 
Score: -11977135.000000 Penalty: 5507.043457
	Iteration 24Q: 3 clusters Score -1.197714e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 65894 members 
Entering Unmasked Estep 
Score: -11977137.000000 Penalty: 5507.043457
	Iteration 25Q: 3 clusters Score -1.197714e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 65907 members 
Entering Unmasked Estep 
Score: -11977165.000000 Penalty: 5507.043457
	Iteration 26Q: 3 clusters Score -1.197716e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 65915 members 
Entering Unmasked Estep 
Score: -11977170.000000 Penalty: 5507.043457
	Iteration 27Q: 3 clusters Score -1.197717e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 65918 members 
Entering Unmasked Estep 
Score: -11977165.000000 Penalty: 5507.043457
	Iteration 28Q: 3 clusters Score -1.197716e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 65920 members 
Entering Unmasked Estep 
Score: -11977169.000000 Penalty: 5507.043457
	Iteration 29Q: 3 clusters Score -1.197717e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 65922 members 
Entering Unmasked Estep 
Score: -11977170.000000 Penalty: 5507.043457
	Iteration 30Q: 3 clusters Score -1.197717e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -11977167.000000 Penalty: 5507.043457
	Iteration 31Q: 3 clusters Score -1.197717e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 65924 members 
Entering Unmasked Estep 
Score: -11977167.000000 Penalty: 5507.043457
	Iteration 32F: 3 clusters Score -1.197717e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18200 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18200 members 
Entering Unmasked Estep 
Score: -3424336.750000 Penalty: 2432.675781
	Iteration 0F: 2 clusters Score -3424337 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 9006 members 
Entering Unmasked Estep 
Score: -3411525.500000 Penalty: 4865.351562
	Iteration 0F: 3 clusters Score -3411526 nChanged 7993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9571 members 
Mstep: Class 2 contains 8629 members 
Entering Unmasked Estep 
Score: -3415717.750000 Penalty: 4865.351562
	Iteration 1F: 3 clusters Score -3415718 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -3416167.500000 Penalty: 4865.351562
	Iteration 2F: 3 clusters Score -3416168 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10332 members 
Mstep: Class 2 contains 7868 members 
Entering Unmasked Estep 
Score: -3416622.000000 Penalty: 4865.351562
	Iteration 3F: 3 clusters Score -3416622 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 7200 members 
Entering Unmasked Estep 
Score: -3417206.250000 Penalty: 4865.351562
	Iteration 4F: 3 clusters Score -3417206 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 6316 members 
Entering Unmasked Estep 
Score: -3417977.500000 Penalty: 4865.351562
	Iteration 5F: 3 clusters Score -3417978 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12846 members 
Mstep: Class 2 contains 5354 members 
Entering Unmasked Estep 
Score: -3418859.500000 Penalty: 4865.351562
	Iteration 6F: 3 clusters Score -3418860 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13907 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -3419883.250000 Penalty: 4865.351562
	Iteration 7F: 3 clusters Score -3419883 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14861 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3420776.000000 Penalty: 4865.351562
	Iteration 8F: 3 clusters Score -3420776 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15559 members 
Mstep: Class 2 contains 2641 members 
Entering Unmasked Estep 
Score: -3421384.500000 Penalty: 4865.351562
	Iteration 9Q: 3 clusters Score -3421384 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -3421795.250000 Penalty: 4865.351562
	Iteration 10Q: 3 clusters Score -3421795 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16445 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -3422089.000000 Penalty: 4865.351562
	Iteration 11Q: 3 clusters Score -3422089 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16706 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -3422284.750000 Penalty: 4865.351562
	Iteration 12Q: 3 clusters Score -3422285 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -3422415.000000 Penalty: 4865.351562
	Iteration 13Q: 3 clusters Score -3422415 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17035 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -3422485.250000 Penalty: 4865.351562
	Iteration 14Q: 3 clusters Score -3422485 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17133 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -3422527.750000 Penalty: 4865.351562
	Iteration 15Q: 3 clusters Score -3422528 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -3422573.250000 Penalty: 4865.351562
	Iteration 16Q: 3 clusters Score -3422573 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17244 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -3422594.500000 Penalty: 4865.351562
	Iteration 17Q: 3 clusters Score -3422594 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17281 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -3422605.000000 Penalty: 4865.351562
	Iteration 18Q: 3 clusters Score -3422605 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -3422607.750000 Penalty: 4865.351562
	Iteration 19Q: 3 clusters Score -3422608 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -3422622.500000 Penalty: 4865.351562
	Iteration 20F: 3 clusters Score -3422622 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -3422633.500000 Penalty: 4865.351562
	Iteration 21Q: 3 clusters Score -3422634 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -3422629.500000 Penalty: 4865.351562
	Iteration 22Q: 3 clusters Score -3422630 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3422631.250000 Penalty: 4865.351562
	Iteration 23Q: 3 clusters Score -3422631 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -3422629.000000 Penalty: 4865.351562
	Iteration 24Q: 3 clusters Score -3422629 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17348 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -3422632.000000 Penalty: 4865.351562
	Iteration 25Q: 3 clusters Score -3422632 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17350 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -3422635.000000 Penalty: 4865.351562
	Iteration 26Q: 3 clusters Score -3422635 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -3422634.750000 Penalty: 4865.351562
	Iteration 27Q: 3 clusters Score -3422635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17356 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -3422635.500000 Penalty: 4865.351562
	Iteration 28Q: 3 clusters Score -3422636 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -3422633.000000 Penalty: 4865.351562
	Iteration 29Q: 3 clusters Score -3422633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -3422637.000000 Penalty: 4865.351562
	Iteration 30Q: 3 clusters Score -3422637 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17368 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -3422638.000000 Penalty: 4865.351562
	Iteration 31Q: 3 clusters Score -3422638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17370 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -3422636.000000 Penalty: 4865.351562
	Iteration 32Q: 3 clusters Score -3422636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17372 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3422639.250000 Penalty: 4865.351562
	Iteration 33Q: 3 clusters Score -3422639 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -3422640.000000 Penalty: 4865.351562
	Iteration 34Q: 3 clusters Score -3422640 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17374 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -3422645.750000 Penalty: 4865.351562
	Iteration 35Q: 3 clusters Score -3422646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -3422647.000000 Penalty: 4865.351562
	Iteration 36Q: 3 clusters Score -3422647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3422646.000000 Penalty: 4865.351562
	Iteration 37Q: 3 clusters Score -3422646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17376 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -3422646.000000 Penalty: 4865.351562
	Iteration 38F: 3 clusters Score -3422646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -33027.644531 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -33027.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -31897.281250 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -31897.28 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31991.460938 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -31991.46 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -32018.869141 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -32018.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32034.291016 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -32034.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -32050.066406 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -32050.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32064.748047 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -32064.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 108 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -32064.748047 Penalty: 2690.775146
	Iteration 6F: 3 clusters Score -32064.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (17603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17603 members 
Entering Unmasked Estep 
Score: -3372791.000000 Penalty: 2424.404541
	Iteration 0F: 2 clusters Score -3372791 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -3360130.500000 Penalty: 4848.809082
	Iteration 0F: 3 clusters Score -3360130 nChanged 7740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8872 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -3364316.250000 Penalty: 4848.809082
	Iteration 1F: 3 clusters Score -3364316 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8927 members 
Mstep: Class 2 contains 8676 members 
Entering Unmasked Estep 
Score: -3364787.500000 Penalty: 4848.809082
	Iteration 2F: 3 clusters Score -3364788 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9118 members 
Mstep: Class 2 contains 8485 members 
Entering Unmasked Estep 
Score: -3365297.250000 Penalty: 4848.809082
	Iteration 3F: 3 clusters Score -3365297 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9432 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -3365807.250000 Penalty: 4848.809082
	Iteration 4F: 3 clusters Score -3365807 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9864 members 
Mstep: Class 2 contains 7739 members 
Entering Unmasked Estep 
Score: -3366340.000000 Penalty: 4848.809082
	Iteration 5F: 3 clusters Score -3366340 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10392 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -3366955.000000 Penalty: 4848.809082
	Iteration 6F: 3 clusters Score -3366955 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11027 members 
Mstep: Class 2 contains 6576 members 
Entering Unmasked Estep 
Score: -3367764.250000 Penalty: 4848.809082
	Iteration 7F: 3 clusters Score -3367764 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11720 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -3368746.250000 Penalty: 4848.809082
	Iteration 8F: 3 clusters Score -3368746 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -3369667.750000 Penalty: 4848.809082
	Iteration 9F: 3 clusters Score -3369668 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12608 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -3370192.500000 Penalty: 4848.809082
	Iteration 10Q: 3 clusters Score -3370192 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12797 members 
Mstep: Class 2 contains 4806 members 
Entering Unmasked Estep 
Score: -3370411.000000 Penalty: 4848.809082
	Iteration 11Q: 3 clusters Score -3370411 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12931 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -3370508.500000 Penalty: 4848.809082
	Iteration 12Q: 3 clusters Score -3370508 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -3370554.750000 Penalty: 4848.809082
	Iteration 13Q: 3 clusters Score -3370555 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13112 members 
Mstep: Class 2 contains 4491 members 
Entering Unmasked Estep 
Score: -3370613.000000 Penalty: 4848.809082
	Iteration 14Q: 3 clusters Score -3370613 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 4406 members 
Entering Unmasked Estep 
Score: -3370642.750000 Penalty: 4848.809082
	Iteration 15Q: 3 clusters Score -3370643 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13270 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -3370651.500000 Penalty: 4848.809082
	Iteration 16Q: 3 clusters Score -3370652 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13340 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -3370672.500000 Penalty: 4848.809082
	Iteration 17Q: 3 clusters Score -3370672 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13406 members 
Mstep: Class 2 contains 4197 members 
Entering Unmasked Estep 
Score: -3370689.000000 Penalty: 4848.809082
	Iteration 18Q: 3 clusters Score -3370689 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13459 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -3370692.250000 Penalty: 4848.809082
	Iteration 19Q: 3 clusters Score -3370692 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13505 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -3370692.500000 Penalty: 4848.809082
	Iteration 20F: 3 clusters Score -3370692 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13559 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -3370723.000000 Penalty: 4848.809082
	Iteration 21Q: 3 clusters Score -3370723 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -3370725.250000 Penalty: 4848.809082
	Iteration 22Q: 3 clusters Score -3370725 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13632 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -3370733.500000 Penalty: 4848.809082
	Iteration 23Q: 3 clusters Score -3370734 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13657 members 
Mstep: Class 2 contains 3946 members 
Entering Unmasked Estep 
Score: -3370743.250000 Penalty: 4848.809082
	Iteration 24Q: 3 clusters Score -3370743 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 3922 members 
Entering Unmasked Estep 
Score: -3370743.250000 Penalty: 4848.809082
	Iteration 25Q: 3 clusters Score -3370743 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13718 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -3370744.000000 Penalty: 4848.809082
	Iteration 26Q: 3 clusters Score -3370744 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13746 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -3370742.000000 Penalty: 4848.809082
	Iteration 27Q: 3 clusters Score -3370742 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13768 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -3370751.500000 Penalty: 4848.809082
	Iteration 28Q: 3 clusters Score -3370752 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 3807 members 
Entering Unmasked Estep 
Score: -3370762.750000 Penalty: 4848.809082
	Iteration 29Q: 3 clusters Score -3370763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -3370764.000000 Penalty: 4848.809082
	Iteration 30Q: 3 clusters Score -3370764 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13842 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -3370771.500000 Penalty: 4848.809082
	Iteration 31Q: 3 clusters Score -3370772 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13869 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -3370767.250000 Penalty: 4848.809082
	Iteration 32Q: 3 clusters Score -3370767 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -3370774.000000 Penalty: 4848.809082
	Iteration 33Q: 3 clusters Score -3370774 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13905 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -3370774.250000 Penalty: 4848.809082
	Iteration 34Q: 3 clusters Score -3370774 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -3370772.500000 Penalty: 4848.809082
	Iteration 35Q: 3 clusters Score -3370772 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13940 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -3370774.000000 Penalty: 4848.809082
	Iteration 36Q: 3 clusters Score -3370774 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -3370785.500000 Penalty: 4848.809082
	Iteration 37Q: 3 clusters Score -3370786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -3370783.750000 Penalty: 4848.809082
	Iteration 38Q: 3 clusters Score -3370784 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13992 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3370783.750000 Penalty: 4848.809082
	Iteration 39Q: 3 clusters Score -3370784 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14006 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -3370787.000000 Penalty: 4848.809082
	Iteration 40F: 3 clusters Score -3370787 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14017 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -3370795.250000 Penalty: 4848.809082
	Iteration 41Q: 3 clusters Score -3370795 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14024 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -3370789.000000 Penalty: 4848.809082
	Iteration 42Q: 3 clusters Score -3370789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -3370788.500000 Penalty: 4848.809082
	Iteration 43Q: 3 clusters Score -3370788 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14031 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -3370788.750000 Penalty: 4848.809082
	Iteration 44Q: 3 clusters Score -3370789 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14036 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -3370788.250000 Penalty: 4848.809082
	Iteration 45Q: 3 clusters Score -3370788 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14044 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -3370788.250000 Penalty: 4848.809082
	Iteration 46Q: 3 clusters Score -3370788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14051 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -3370791.500000 Penalty: 4848.809082
	Iteration 47Q: 3 clusters Score -3370792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 3543 members 
Entering Unmasked Estep 
Score: -3370797.500000 Penalty: 4848.809082
	Iteration 48Q: 3 clusters Score -3370798 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 3538 members 
Entering Unmasked Estep 
Score: -3370790.250000 Penalty: 4848.809082
	Iteration 49Q: 3 clusters Score -3370790 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14067 members 
Mstep: Class 2 contains 3536 members 
Entering Unmasked Estep 
Score: -3370789.750000 Penalty: 4848.809082
	Iteration 50Q: 3 clusters Score -3370790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -3370792.000000 Penalty: 4848.809082
	Iteration 51Q: 3 clusters Score -3370792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -3370799.000000 Penalty: 4848.809082
	Iteration 52Q: 3 clusters Score -3370799 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 3513 members 
Entering Unmasked Estep 
Score: -3370794.750000 Penalty: 4848.809082
	Iteration 53Q: 3 clusters Score -3370795 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -3370794.250000 Penalty: 4848.809082
	Iteration 54Q: 3 clusters Score -3370794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14107 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -3370793.500000 Penalty: 4848.809082
	Iteration 55Q: 3 clusters Score -3370794 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14116 members 
Mstep: Class 2 contains 3487 members 
Entering Unmasked Estep 
Score: -3370794.500000 Penalty: 4848.809082
	Iteration 56Q: 3 clusters Score -3370794 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14119 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -3370795.250000 Penalty: 4848.809082
	Iteration 57Q: 3 clusters Score -3370795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -3370799.500000 Penalty: 4848.809082
	Iteration 58Q: 3 clusters Score -3370800 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -3370805.500000 Penalty: 4848.809082
	Iteration 59Q: 3 clusters Score -3370806 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 3455 members 
Entering Unmasked Estep 
Score: -3370801.000000 Penalty: 4848.809082
	Iteration 60F: 3 clusters Score -3370801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 3448 members 
Entering Unmasked Estep 
Score: -3370808.500000 Penalty: 4848.809082
	Iteration 61Q: 3 clusters Score -3370808 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14162 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -3370806.500000 Penalty: 4848.809082
	Iteration 62Q: 3 clusters Score -3370806 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14171 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -3370806.000000 Penalty: 4848.809082
	Iteration 63Q: 3 clusters Score -3370806 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -3370804.750000 Penalty: 4848.809082
	Iteration 64Q: 3 clusters Score -3370805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14191 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -3370807.750000 Penalty: 4848.809082
	Iteration 65Q: 3 clusters Score -3370808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14203 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -3370808.750000 Penalty: 4848.809082
	Iteration 66Q: 3 clusters Score -3370809 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 3386 members 
Entering Unmasked Estep 
Score: -3370805.250000 Penalty: 4848.809082
	Iteration 67Q: 3 clusters Score -3370805 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14225 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -3370807.000000 Penalty: 4848.809082
	Iteration 68Q: 3 clusters Score -3370807 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 3372 members 
Entering Unmasked Estep 
Score: -3370809.750000 Penalty: 4848.809082
	Iteration 69Q: 3 clusters Score -3370810 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14241 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -3370813.000000 Penalty: 4848.809082
	Iteration 70Q: 3 clusters Score -3370813 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -3370818.500000 Penalty: 4848.809082
	Iteration 71Q: 3 clusters Score -3370818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14264 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3370822.000000 Penalty: 4848.809082
	Iteration 72Q: 3 clusters Score -3370822 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14269 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -3370828.500000 Penalty: 4848.809082
	Iteration 73Q: 3 clusters Score -3370828 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14275 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -3370828.250000 Penalty: 4848.809082
	Iteration 74Q: 3 clusters Score -3370828 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 3323 members 
Entering Unmasked Estep 
Score: -3370821.500000 Penalty: 4848.809082
	Iteration 75Q: 3 clusters Score -3370822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14286 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -3370816.750000 Penalty: 4848.809082
	Iteration 76Q: 3 clusters Score -3370817 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14291 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -3370817.500000 Penalty: 4848.809082
	Iteration 77Q: 3 clusters Score -3370818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14293 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -3370819.500000 Penalty: 4848.809082
	Iteration 78Q: 3 clusters Score -3370820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14299 members 
Mstep: Class 2 contains 3304 members 
Entering Unmasked Estep 
Score: -3370820.750000 Penalty: 4848.809082
	Iteration 79Q: 3 clusters Score -3370821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14302 members 
Mstep: Class 2 contains 3301 members 
Entering Unmasked Estep 
Score: -3370819.500000 Penalty: 4848.809082
	Iteration 80F: 3 clusters Score -3370820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -3370822.000000 Penalty: 4848.809082
	Iteration 81Q: 3 clusters Score -3370822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14308 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -3370820.750000 Penalty: 4848.809082
	Iteration 82Q: 3 clusters Score -3370821 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 3293 members 
Entering Unmasked Estep 
Score: -3370822.750000 Penalty: 4848.809082
	Iteration 83Q: 3 clusters Score -3370823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14316 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -3370824.750000 Penalty: 4848.809082
	Iteration 84Q: 3 clusters Score -3370825 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -3370823.500000 Penalty: 4848.809082
	Iteration 85Q: 3 clusters Score -3370824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -3370831.000000 Penalty: 4848.809082
	Iteration 86Q: 3 clusters Score -3370831 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 3278 members 
Entering Unmasked Estep 
Score: -3370830.000000 Penalty: 4848.809082
	Iteration 87Q: 3 clusters Score -3370830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 3275 members 
Entering Unmasked Estep 
Score: -3370829.750000 Penalty: 4848.809082
	Iteration 88Q: 3 clusters Score -3370830 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3370831.750000 Penalty: 4848.809082
	Iteration 89Q: 3 clusters Score -3370832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 3270 members 
Entering Unmasked Estep 
Score: -3370830.000000 Penalty: 4848.809082
	Iteration 90Q: 3 clusters Score -3370830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3370833.250000 Penalty: 4848.809082
	Iteration 91Q: 3 clusters Score -3370833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14335 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -3370833.250000 Penalty: 4848.809082
	Iteration 92F: 3 clusters Score -3370833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (46438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Entering Unmasked Estep 
Score: -8711988.000000 Penalty: 2664.976562
	Iteration 0F: 2 clusters Score -8711988 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23276 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -8683854.000000 Penalty: 5329.953125
	Iteration 0F: 3 clusters Score -8683854 nChanged 21315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23835 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8695610.000000 Penalty: 5329.953125
	Iteration 1F: 3 clusters Score -8695610 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24174 members 
Mstep: Class 2 contains 22264 members 
Entering Unmasked Estep 
Score: -8696209.000000 Penalty: 5329.953125
	Iteration 2Q: 3 clusters Score -8696209 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24707 members 
Mstep: Class 2 contains 21731 members 
Entering Unmasked Estep 
Score: -8696771.000000 Penalty: 5329.953125
	Iteration 3Q: 3 clusters Score -8696771 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25410 members 
Mstep: Class 2 contains 21028 members 
Entering Unmasked Estep 
Score: -8697386.000000 Penalty: 5329.953125
	Iteration 4Q: 3 clusters Score -8697386 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26307 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -8698141.000000 Penalty: 5329.953125
	Iteration 5Q: 3 clusters Score -8698141 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27424 members 
Mstep: Class 2 contains 19014 members 
Entering Unmasked Estep 
Score: -8698979.000000 Penalty: 5329.953125
	Iteration 6Q: 3 clusters Score -8698979 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28729 members 
Mstep: Class 2 contains 17709 members 
Entering Unmasked Estep 
Score: -8700005.000000 Penalty: 5329.953125
	Iteration 7Q: 3 clusters Score -8700005 nChanged 2271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 16270 members 
Entering Unmasked Estep 
Score: -8701385.000000 Penalty: 5329.953125
	Iteration 8Q: 3 clusters Score -8701385 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31512 members 
Mstep: Class 2 contains 14926 members 
Entering Unmasked Estep 
Score: -8703065.000000 Penalty: 5329.953125
	Iteration 9F: 3 clusters Score -8703065 nChanged 2539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32545 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
Score: -8704872.000000 Penalty: 5329.953125
	Iteration 10F: 3 clusters Score -8704872 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33134 members 
Mstep: Class 2 contains 13304 members 
Entering Unmasked Estep 
Score: -8706144.000000 Penalty: 5329.953125
	Iteration 11Q: 3 clusters Score -8706144 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -8706841.000000 Penalty: 5329.953125
	Iteration 12Q: 3 clusters Score -8706841 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33504 members 
Mstep: Class 2 contains 12934 members 
Entering Unmasked Estep 
Score: -8707119.000000 Penalty: 5329.953125
	Iteration 13Q: 3 clusters Score -8707119 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33624 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
Score: -8707285.000000 Penalty: 5329.953125
	Iteration 14Q: 3 clusters Score -8707285 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33717 members 
Mstep: Class 2 contains 12721 members 
Entering Unmasked Estep 
Score: -8707458.000000 Penalty: 5329.953125
	Iteration 15Q: 3 clusters Score -8707458 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33791 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -8707512.000000 Penalty: 5329.953125
	Iteration 16Q: 3 clusters Score -8707512 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33855 members 
Mstep: Class 2 contains 12583 members 
Entering Unmasked Estep 
Score: -8707539.000000 Penalty: 5329.953125
	Iteration 17Q: 3 clusters Score -8707539 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33903 members 
Mstep: Class 2 contains 12535 members 
Entering Unmasked Estep 
Score: -8707633.000000 Penalty: 5329.953125
	Iteration 18Q: 3 clusters Score -8707633 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33991 members 
Mstep: Class 2 contains 12447 members 
Entering Unmasked Estep 
Score: -8707715.000000 Penalty: 5329.953125
	Iteration 19Q: 3 clusters Score -8707715 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34052 members 
Mstep: Class 2 contains 12386 members 
Entering Unmasked Estep 
Score: -8707833.000000 Penalty: 5329.953125
	Iteration 20F: 3 clusters Score -8707833 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 12337 members 
Entering Unmasked Estep 
Score: -8707929.000000 Penalty: 5329.953125
	Iteration 21Q: 3 clusters Score -8707929 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -8707988.000000 Penalty: 5329.953125
	Iteration 22Q: 3 clusters Score -8707988 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 12340 members 
Entering Unmasked Estep 
Score: -8708026.000000 Penalty: 5329.953125
	Iteration 23Q: 3 clusters Score -8708026 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34083 members 
Mstep: Class 2 contains 12355 members 
Entering Unmasked Estep 
Score: -8708128.000000 Penalty: 5329.953125
	Iteration 24Q: 3 clusters Score -8708128 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34081 members 
Mstep: Class 2 contains 12357 members 
Entering Unmasked Estep 
Score: -8708162.000000 Penalty: 5329.953125
	Iteration 25Q: 3 clusters Score -8708162 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -8708224.000000 Penalty: 5329.953125
	Iteration 26Q: 3 clusters Score -8708224 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34048 members 
Mstep: Class 2 contains 12390 members 
Entering Unmasked Estep 
Score: -8708299.000000 Penalty: 5329.953125
	Iteration 27Q: 3 clusters Score -8708299 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -8708333.000000 Penalty: 5329.953125
	Iteration 28Q: 3 clusters Score -8708333 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34084 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -8708366.000000 Penalty: 5329.953125
	Iteration 29Q: 3 clusters Score -8708366 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 12336 members 
Entering Unmasked Estep 
Score: -8708442.000000 Penalty: 5329.953125
	Iteration 30Q: 3 clusters Score -8708442 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34138 members 
Mstep: Class 2 contains 12300 members 
Entering Unmasked Estep 
Score: -8708491.000000 Penalty: 5329.953125
	Iteration 31Q: 3 clusters Score -8708491 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34184 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -8708511.000000 Penalty: 5329.953125
	Iteration 32Q: 3 clusters Score -8708511 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34239 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -8708572.000000 Penalty: 5329.953125
	Iteration 33Q: 3 clusters Score -8708572 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -8708620.000000 Penalty: 5329.953125
	Iteration 34Q: 3 clusters Score -8708620 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34303 members 
Mstep: Class 2 contains 12135 members 
Entering Unmasked Estep 
Score: -8708631.000000 Penalty: 5329.953125
	Iteration 35Q: 3 clusters Score -8708631 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34360 members 
Mstep: Class 2 contains 12078 members 
Entering Unmasked Estep 
Score: -8708652.000000 Penalty: 5329.953125
	Iteration 36Q: 3 clusters Score -8708652 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34386 members 
Mstep: Class 2 contains 12052 members 
Entering Unmasked Estep 
Score: -8708694.000000 Penalty: 5329.953125
	Iteration 37Q: 3 clusters Score -8708694 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34424 members 
Mstep: Class 2 contains 12014 members 
Entering Unmasked Estep 
Score: -8708703.000000 Penalty: 5329.953125
	Iteration 38Q: 3 clusters Score -8708703 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 11978 members 
Entering Unmasked Estep 
Score: -8708708.000000 Penalty: 5329.953125
	Iteration 39Q: 3 clusters Score -8708708 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 11931 members 
Entering Unmasked Estep 
Score: -8708719.000000 Penalty: 5329.953125
	Iteration 40F: 3 clusters Score -8708719 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 11886 members 
Entering Unmasked Estep 
Score: -8708747.000000 Penalty: 5329.953125
	Iteration 41Q: 3 clusters Score -8708747 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34586 members 
Mstep: Class 2 contains 11852 members 
Entering Unmasked Estep 
Score: -8708756.000000 Penalty: 5329.953125
	Iteration 42Q: 3 clusters Score -8708756 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34626 members 
Mstep: Class 2 contains 11812 members 
Entering Unmasked Estep 
Score: -8708744.000000 Penalty: 5329.953125
	Iteration 43Q: 3 clusters Score -8708744 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34660 members 
Mstep: Class 2 contains 11778 members 
Entering Unmasked Estep 
Score: -8708757.000000 Penalty: 5329.953125
	Iteration 44Q: 3 clusters Score -8708757 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 11752 members 
Entering Unmasked Estep 
Score: -8708769.000000 Penalty: 5329.953125
	Iteration 45Q: 3 clusters Score -8708769 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -8708781.000000 Penalty: 5329.953125
	Iteration 46Q: 3 clusters Score -8708781 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34730 members 
Mstep: Class 2 contains 11708 members 
Entering Unmasked Estep 
Score: -8708777.000000 Penalty: 5329.953125
	Iteration 47Q: 3 clusters Score -8708777 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -8708779.000000 Penalty: 5329.953125
	Iteration 48Q: 3 clusters Score -8708779 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34766 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -8708786.000000 Penalty: 5329.953125
	Iteration 49Q: 3 clusters Score -8708786 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34782 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -8708787.000000 Penalty: 5329.953125
	Iteration 50Q: 3 clusters Score -8708787 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34808 members 
Mstep: Class 2 contains 11630 members 
Entering Unmasked Estep 
Score: -8708802.000000 Penalty: 5329.953125
	Iteration 51Q: 3 clusters Score -8708802 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34823 members 
Mstep: Class 2 contains 11615 members 
Entering Unmasked Estep 
Score: -8708824.000000 Penalty: 5329.953125
	Iteration 52Q: 3 clusters Score -8708824 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34840 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -8708832.000000 Penalty: 5329.953125
	Iteration 53Q: 3 clusters Score -8708832 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34855 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -8708836.000000 Penalty: 5329.953125
	Iteration 54Q: 3 clusters Score -8708836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34858 members 
Mstep: Class 2 contains 11580 members 
Entering Unmasked Estep 
Score: -8708830.000000 Penalty: 5329.953125
	Iteration 55Q: 3 clusters Score -8708830 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -8708820.000000 Penalty: 5329.953125
	Iteration 56Q: 3 clusters Score -8708820 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34874 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -8708816.000000 Penalty: 5329.953125
	Iteration 57Q: 3 clusters Score -8708816 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34877 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -8708822.000000 Penalty: 5329.953125
	Iteration 58Q: 3 clusters Score -8708822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 11557 members 
Entering Unmasked Estep 
Score: -8708812.000000 Penalty: 5329.953125
	Iteration 59Q: 3 clusters Score -8708812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34885 members 
Mstep: Class 2 contains 11553 members 
Entering Unmasked Estep 
Score: -8708812.000000 Penalty: 5329.953125
	Iteration 60F: 3 clusters Score -8708812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34892 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -8708807.000000 Penalty: 5329.953125
	Iteration 61Q: 3 clusters Score -8708807 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34902 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -8708812.000000 Penalty: 5329.953125
	Iteration 62Q: 3 clusters Score -8708812 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34913 members 
Mstep: Class 2 contains 11525 members 
Entering Unmasked Estep 
Score: -8708794.000000 Penalty: 5329.953125
	Iteration 63Q: 3 clusters Score -8708794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -8708807.000000 Penalty: 5329.953125
	Iteration 64Q: 3 clusters Score -8708807 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34929 members 
Mstep: Class 2 contains 11509 members 
Entering Unmasked Estep 
Score: -8708811.000000 Penalty: 5329.953125
	Iteration 65Q: 3 clusters Score -8708811 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34942 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -8708800.000000 Penalty: 5329.953125
	Iteration 66Q: 3 clusters Score -8708800 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34951 members 
Mstep: Class 2 contains 11487 members 
Entering Unmasked Estep 
Score: -8708808.000000 Penalty: 5329.953125
	Iteration 67Q: 3 clusters Score -8708808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34959 members 
Mstep: Class 2 contains 11479 members 
Entering Unmasked Estep 
Score: -8708791.000000 Penalty: 5329.953125
	Iteration 68Q: 3 clusters Score -8708791 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 11463 members 
Entering Unmasked Estep 
Score: -8708799.000000 Penalty: 5329.953125
	Iteration 69Q: 3 clusters Score -8708799 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34982 members 
Mstep: Class 2 contains 11456 members 
Entering Unmasked Estep 
Score: -8708794.000000 Penalty: 5329.953125
	Iteration 70Q: 3 clusters Score -8708794 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -8708791.000000 Penalty: 5329.953125
	Iteration 71Q: 3 clusters Score -8708791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35006 members 
Mstep: Class 2 contains 11432 members 
Entering Unmasked Estep 
Score: -8708789.000000 Penalty: 5329.953125
	Iteration 72Q: 3 clusters Score -8708789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -8708791.000000 Penalty: 5329.953125
	Iteration 73Q: 3 clusters Score -8708791 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35011 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -8708791.000000 Penalty: 5329.953125
	Iteration 74Q: 3 clusters Score -8708791 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35016 members 
Mstep: Class 2 contains 11422 members 
Entering Unmasked Estep 
Score: -8708794.000000 Penalty: 5329.953125
	Iteration 75Q: 3 clusters Score -8708794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -8708799.000000 Penalty: 5329.953125
	Iteration 76Q: 3 clusters Score -8708799 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -8708797.000000 Penalty: 5329.953125
	Iteration 77Q: 3 clusters Score -8708797 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35024 members 
Mstep: Class 2 contains 11414 members 
Entering Unmasked Estep 
Score: -8708787.000000 Penalty: 5329.953125
	Iteration 78Q: 3 clusters Score -8708787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35029 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -8708794.000000 Penalty: 5329.953125
	Iteration 79Q: 3 clusters Score -8708794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35034 members 
Mstep: Class 2 contains 11404 members 
Entering Unmasked Estep 
Score: -8708792.000000 Penalty: 5329.953125
	Iteration 80F: 3 clusters Score -8708792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 11401 members 
Entering Unmasked Estep 
Score: -8708792.000000 Penalty: 5329.953125
	Iteration 81Q: 3 clusters Score -8708792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35036 members 
Mstep: Class 2 contains 11402 members 
Entering Unmasked Estep 
Score: -8708798.000000 Penalty: 5329.953125
	Iteration 82Q: 3 clusters Score -8708798 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 11398 members 
Entering Unmasked Estep 
Score: -8708790.000000 Penalty: 5329.953125
	Iteration 83Q: 3 clusters Score -8708790 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35041 members 
Mstep: Class 2 contains 11397 members 
Entering Unmasked Estep 
Score: -8708795.000000 Penalty: 5329.953125
	Iteration 84Q: 3 clusters Score -8708795 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35043 members 
Mstep: Class 2 contains 11395 members 
Entering Unmasked Estep 
Score: -8708795.000000 Penalty: 5329.953125
	Iteration 85Q: 3 clusters Score -8708795 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35044 members 
Mstep: Class 2 contains 11394 members 
Entering Unmasked Estep 
Score: -8708798.000000 Penalty: 5329.953125
	Iteration 86Q: 3 clusters Score -8708798 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35045 members 
Mstep: Class 2 contains 11393 members 
Entering Unmasked Estep 
Score: -8708797.000000 Penalty: 5329.953125
	Iteration 87Q: 3 clusters Score -8708797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35047 members 
Mstep: Class 2 contains 11391 members 
Entering Unmasked Estep 
Score: -8708813.000000 Penalty: 5329.953125
	Iteration 88Q: 3 clusters Score -8708813 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35048 members 
Mstep: Class 2 contains 11390 members 
Entering Unmasked Estep 
Score: -8708808.000000 Penalty: 5329.953125
	Iteration 89Q: 3 clusters Score -8708808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35049 members 
Mstep: Class 2 contains 11389 members 
Entering Unmasked Estep 
Score: -8708808.000000 Penalty: 5329.953125
	Iteration 90Q: 3 clusters Score -8708808 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35051 members 
Mstep: Class 2 contains 11387 members 
Entering Unmasked Estep 
Score: -8708803.000000 Penalty: 5329.953125
	Iteration 91Q: 3 clusters Score -8708803 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35052 members 
Mstep: Class 2 contains 11386 members 
Entering Unmasked Estep 
Score: -8708814.000000 Penalty: 5329.953125
	Iteration 92Q: 3 clusters Score -8708814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35055 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
Score: -8708815.000000 Penalty: 5329.953125
	Iteration 93Q: 3 clusters Score -8708815 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35054 members 
Mstep: Class 2 contains 11384 members 
Entering Unmasked Estep 
Score: -8708814.000000 Penalty: 5329.953125
	Iteration 94Q: 3 clusters Score -8708814 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -8708806.000000 Penalty: 5329.953125
	Iteration 95Q: 3 clusters Score -8708806 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 11375 members 
Entering Unmasked Estep 
Score: -8708801.000000 Penalty: 5329.953125
	Iteration 96Q: 3 clusters Score -8708801 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35072 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -8708803.000000 Penalty: 5329.953125
	Iteration 97Q: 3 clusters Score -8708803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35082 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -8708794.000000 Penalty: 5329.953125
	Iteration 98Q: 3 clusters Score -8708794 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35095 members 
Mstep: Class 2 contains 11343 members 
Entering Unmasked Estep 
Score: -8708793.000000 Penalty: 5329.953125
	Iteration 99Q: 3 clusters Score -8708793 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35103 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -8708800.000000 Penalty: 5329.953125
	Iteration 100F: 3 clusters Score -8708800 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35108 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -8708794.000000 Penalty: 5329.953125
	Iteration 101Q: 3 clusters Score -8708794 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35112 members 
Mstep: Class 2 contains 11326 members 
Entering Unmasked Estep 
Score: -8708795.000000 Penalty: 5329.953125
	Iteration 102Q: 3 clusters Score -8708795 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35116 members 
Mstep: Class 2 contains 11322 members 
Entering Unmasked Estep 
Score: -8708789.000000 Penalty: 5329.953125
	Iteration 103Q: 3 clusters Score -8708789 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 11317 members 
Entering Unmasked Estep 
Score: -8708799.000000 Penalty: 5329.953125
	Iteration 104Q: 3 clusters Score -8708799 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35129 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -8708792.000000 Penalty: 5329.953125
	Iteration 105Q: 3 clusters Score -8708792 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35136 members 
Mstep: Class 2 contains 11302 members 
Entering Unmasked Estep 
Score: -8708795.000000 Penalty: 5329.953125
	Iteration 106Q: 3 clusters Score -8708795 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 11296 members 
Entering Unmasked Estep 
Score: -8708797.000000 Penalty: 5329.953125
	Iteration 107Q: 3 clusters Score -8708797 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -8708786.000000 Penalty: 5329.953125
	Iteration 108Q: 3 clusters Score -8708786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35153 members 
Mstep: Class 2 contains 11285 members 
Entering Unmasked Estep 
Score: -8708785.000000 Penalty: 5329.953125
	Iteration 109Q: 3 clusters Score -8708785 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35159 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -8708783.000000 Penalty: 5329.953125
	Iteration 110Q: 3 clusters Score -8708783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -8708792.000000 Penalty: 5329.953125
	Iteration 111Q: 3 clusters Score -8708792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35162 members 
Mstep: Class 2 contains 11276 members 
Entering Unmasked Estep 
Score: -8708792.000000 Penalty: 5329.953125
	Iteration 112Q: 3 clusters Score -8708792 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 11274 members 
Entering Unmasked Estep 
Score: -8708803.000000 Penalty: 5329.953125
	Iteration 113Q: 3 clusters Score -8708803 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 11273 members 
Entering Unmasked Estep 
Score: -8708799.000000 Penalty: 5329.953125
	Iteration 114Q: 3 clusters Score -8708799 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -8708796.000000 Penalty: 5329.953125
	Iteration 115Q: 3 clusters Score -8708796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -8708792.000000 Penalty: 5329.953125
	Iteration 116Q: 3 clusters Score -8708792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -8708794.000000 Penalty: 5329.953125
	Iteration 117Q: 3 clusters Score -8708794 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 11267 members 
Entering Unmasked Estep 
Score: -8708791.000000 Penalty: 5329.953125
	Iteration 118Q: 3 clusters Score -8708791 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35172 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -8708796.000000 Penalty: 5329.953125
	Iteration 119Q: 3 clusters Score -8708796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35174 members 
Mstep: Class 2 contains 11264 members 
Entering Unmasked Estep 
Score: -8708797.000000 Penalty: 5329.953125
	Iteration 120F: 3 clusters Score -8708797 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1685 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Entering Unmasked Estep 
Score: -301477.375000 Penalty: 1842.521118
	Iteration 0F: 2 clusters Score -301477.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -299150.031250 Penalty: 3685.042236
	Iteration 0F: 3 clusters Score -299150 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -299705.125000 Penalty: 3685.042236
	Iteration 1F: 3 clusters Score -299705.1 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -299997.781250 Penalty: 3685.042236
	Iteration 2F: 3 clusters Score -299997.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -300162.375000 Penalty: 3685.042236
	Iteration 3F: 3 clusters Score -300162.4 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -300257.062500 Penalty: 3685.042236
	Iteration 4Q: 3 clusters Score -300257.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -300335.812500 Penalty: 3685.042236
	Iteration 5Q: 3 clusters Score -300335.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -300367.468750 Penalty: 3685.042236
	Iteration 6Q: 3 clusters Score -300367.5 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -300393.031250 Penalty: 3685.042236
	Iteration 7Q: 3 clusters Score -300393 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -300413.781250 Penalty: 3685.042236
	Iteration 8Q: 3 clusters Score -300413.8 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -300427.000000 Penalty: 3685.042236
	Iteration 9Q: 3 clusters Score -300427 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -300435.656250 Penalty: 3685.042236
	Iteration 10Q: 3 clusters Score -300435.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -300443.437500 Penalty: 3685.042236
	Iteration 11Q: 3 clusters Score -300443.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -300451.375000 Penalty: 3685.042236
	Iteration 12Q: 3 clusters Score -300451.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -300455.218750 Penalty: 3685.042236
	Iteration 13Q: 3 clusters Score -300455.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -300456.000000 Penalty: 3685.042236
	Iteration 14Q: 3 clusters Score -300456 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -300458.718750 Penalty: 3685.042236
	Iteration 15Q: 3 clusters Score -300458.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -300468.343750 Penalty: 3685.042236
	Iteration 16Q: 3 clusters Score -300468.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -300475.687500 Penalty: 3685.042236
	Iteration 17Q: 3 clusters Score -300475.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -300478.843750 Penalty: 3685.042236
	Iteration 18Q: 3 clusters Score -300478.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -300480.625000 Penalty: 3685.042236
	Iteration 19Q: 3 clusters Score -300480.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -300480.625000 Penalty: 3685.042236
	Iteration 20F: 3 clusters Score -300480.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -145164.640625 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -145164.6 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 426 members 
Entering Unmasked Estep 
Score: -143415.156250 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -143415.2 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -143783.578125 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -143783.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -143917.031250 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -143917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -143992.609375 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -143992.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -144063.812500 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -144063.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -144135.015625 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -144135 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -144200.250000 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -144200.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -144250.187500 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -144250.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -144270.437500 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -144270.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -144285.421875 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -144285.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -144298.359375 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -144298.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -144311.437500 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -144311.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -144320.296875 Penalty: 3357.742432
	Iteration 12Q: 3 clusters Score -144320.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -144324.000000 Penalty: 3357.742432
	Iteration 13Q: 3 clusters Score -144324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144325.421875 Penalty: 3357.742432
	Iteration 14Q: 3 clusters Score -144325.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144325.421875 Penalty: 3357.742432
	Iteration 15F: 3 clusters Score -144325.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (28037 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28037 members 
Entering Unmasked Estep 
Score: -5579259.500000 Penalty: 2539.837646
	Iteration 0F: 2 clusters Score -5579260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14100 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -5560659.500000 Penalty: 5079.675293
	Iteration 0F: 3 clusters Score -5560660 nChanged 12631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 13664 members 
Entering Unmasked Estep 
Score: -5567489.000000 Penalty: 5079.675293
	Iteration 1F: 3 clusters Score -5567489 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14515 members 
Mstep: Class 2 contains 13522 members 
Entering Unmasked Estep 
Score: -5567919.000000 Penalty: 5079.675293
	Iteration 2F: 3 clusters Score -5567919 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14668 members 
Mstep: Class 2 contains 13369 members 
Entering Unmasked Estep 
Score: -5568309.500000 Penalty: 5079.675293
	Iteration 3Q: 3 clusters Score -5568310 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -5568606.000000 Penalty: 5079.675293
	Iteration 4Q: 3 clusters Score -5568606 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -5568911.500000 Penalty: 5079.675293
	Iteration 5Q: 3 clusters Score -5568912 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15739 members 
Mstep: Class 2 contains 12298 members 
Entering Unmasked Estep 
Score: -5569200.500000 Penalty: 5079.675293
	Iteration 6Q: 3 clusters Score -5569200 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16254 members 
Mstep: Class 2 contains 11783 members 
Entering Unmasked Estep 
Score: -5569562.500000 Penalty: 5079.675293
	Iteration 7Q: 3 clusters Score -5569562 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16880 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -5570009.000000 Penalty: 5079.675293
	Iteration 8Q: 3 clusters Score -5570009 nChanged 1083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17633 members 
Mstep: Class 2 contains 10404 members 
Entering Unmasked Estep 
Score: -5570532.500000 Penalty: 5079.675293
	Iteration 9Q: 3 clusters Score -5570532 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18525 members 
Mstep: Class 2 contains 9512 members 
Entering Unmasked Estep 
Score: -5571336.000000 Penalty: 5079.675293
	Iteration 10Q: 3 clusters Score -5571336 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 8570 members 
Entering Unmasked Estep 
Score: -5572229.500000 Penalty: 5079.675293
	Iteration 11Q: 3 clusters Score -5572230 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20297 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -5573068.500000 Penalty: 5079.675293
	Iteration 12Q: 3 clusters Score -5573068 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -5573686.000000 Penalty: 5079.675293
	Iteration 13Q: 3 clusters Score -5573686 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21495 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -5574141.000000 Penalty: 5079.675293
	Iteration 14Q: 3 clusters Score -5574141 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21926 members 
Mstep: Class 2 contains 6111 members 
Entering Unmasked Estep 
Score: -5574429.000000 Penalty: 5079.675293
	Iteration 15Q: 3 clusters Score -5574429 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22314 members 
Mstep: Class 2 contains 5723 members 
Entering Unmasked Estep 
Score: -5574670.500000 Penalty: 5079.675293
	Iteration 16Q: 3 clusters Score -5574670 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -5574844.500000 Penalty: 5079.675293
	Iteration 17Q: 3 clusters Score -5574844 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 5033 members 
Entering Unmasked Estep 
Score: -5575040.000000 Penalty: 5079.675293
	Iteration 18Q: 3 clusters Score -5575040 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23283 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -5575167.000000 Penalty: 5079.675293
	Iteration 19Q: 3 clusters Score -5575167 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23517 members 
Mstep: Class 2 contains 4520 members 
Entering Unmasked Estep 
Score: -5575275.500000 Penalty: 5079.675293
	Iteration 20F: 3 clusters Score -5575276 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23713 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -5575369.000000 Penalty: 5079.675293
	Iteration 21Q: 3 clusters Score -5575369 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -5575435.500000 Penalty: 5079.675293
	Iteration 22Q: 3 clusters Score -5575436 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24084 members 
Mstep: Class 2 contains 3953 members 
Entering Unmasked Estep 
Score: -5575495.500000 Penalty: 5079.675293
	Iteration 23Q: 3 clusters Score -5575496 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24262 members 
Mstep: Class 2 contains 3775 members 
Entering Unmasked Estep 
Score: -5575552.000000 Penalty: 5079.675293
	Iteration 24Q: 3 clusters Score -5575552 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24425 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -5575624.000000 Penalty: 5079.675293
	Iteration 25Q: 3 clusters Score -5575624 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -5575674.000000 Penalty: 5079.675293
	Iteration 26Q: 3 clusters Score -5575674 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5575741.000000 Penalty: 5079.675293
	Iteration 27Q: 3 clusters Score -5575741 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24839 members 
Mstep: Class 2 contains 3198 members 
Entering Unmasked Estep 
Score: -5575800.500000 Penalty: 5079.675293
	Iteration 28Q: 3 clusters Score -5575800 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24992 members 
Mstep: Class 2 contains 3045 members 
Entering Unmasked Estep 
Score: -5575857.500000 Penalty: 5079.675293
	Iteration 29Q: 3 clusters Score -5575858 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 2894 members 
Entering Unmasked Estep 
Score: -5575940.000000 Penalty: 5079.675293
	Iteration 30Q: 3 clusters Score -5575940 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -5576013.500000 Penalty: 5079.675293
	Iteration 31Q: 3 clusters Score -5576014 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25390 members 
Mstep: Class 2 contains 2647 members 
Entering Unmasked Estep 
Score: -5576061.000000 Penalty: 5079.675293
	Iteration 32Q: 3 clusters Score -5576061 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25518 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -5576127.500000 Penalty: 5079.675293
	Iteration 33Q: 3 clusters Score -5576128 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25641 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -5576178.500000 Penalty: 5079.675293
	Iteration 34Q: 3 clusters Score -5576178 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25777 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -5576245.000000 Penalty: 5079.675293
	Iteration 35Q: 3 clusters Score -5576245 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25920 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -5576276.000000 Penalty: 5079.675293
	Iteration 36Q: 3 clusters Score -5576276 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26039 members 
Mstep: Class 2 contains 1998 members 
Entering Unmasked Estep 
Score: -5576326.500000 Penalty: 5079.675293
	Iteration 37Q: 3 clusters Score -5576326 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -5576368.500000 Penalty: 5079.675293
	Iteration 38Q: 3 clusters Score -5576368 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -5576410.500000 Penalty: 5079.675293
	Iteration 39Q: 3 clusters Score -5576410 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26343 members 
Mstep: Class 2 contains 1694 members 
Entering Unmasked Estep 
Score: -5576445.000000 Penalty: 5079.675293
	Iteration 40F: 3 clusters Score -5576445 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26450 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5576526.000000 Penalty: 5079.675293
	Iteration 41Q: 3 clusters Score -5576526 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26551 members 
Mstep: Class 2 contains 1486 members 
Entering Unmasked Estep 
Score: -5576581.000000 Penalty: 5079.675293
	Iteration 42Q: 3 clusters Score -5576581 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -5576632.000000 Penalty: 5079.675293
	Iteration 43Q: 3 clusters Score -5576632 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26728 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5576683.500000 Penalty: 5079.675293
	Iteration 44Q: 3 clusters Score -5576684 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26814 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -5576730.500000 Penalty: 5079.675293
	Iteration 45Q: 3 clusters Score -5576730 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26909 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -5576801.000000 Penalty: 5079.675293
	Iteration 46Q: 3 clusters Score -5576801 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -5576867.500000 Penalty: 5079.675293
	Iteration 47Q: 3 clusters Score -5576868 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27082 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5576901.500000 Penalty: 5079.675293
	Iteration 48Q: 3 clusters Score -5576902 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27146 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5576951.500000 Penalty: 5079.675293
	Iteration 49Q: 3 clusters Score -5576952 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5576992.500000 Penalty: 5079.675293
	Iteration 50Q: 3 clusters Score -5576992 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27250 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -5577016.500000 Penalty: 5079.675293
	Iteration 51Q: 3 clusters Score -5577016 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27292 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -5577046.500000 Penalty: 5079.675293
	Iteration 52Q: 3 clusters Score -5577046 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27320 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5577055.500000 Penalty: 5079.675293
	Iteration 53Q: 3 clusters Score -5577056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27336 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -5577068.000000 Penalty: 5079.675293
	Iteration 54Q: 3 clusters Score -5577068 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27358 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5577087.000000 Penalty: 5079.675293
	Iteration 55Q: 3 clusters Score -5577087 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27380 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -5577111.000000 Penalty: 5079.675293
	Iteration 56Q: 3 clusters Score -5577111 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27402 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -5577128.500000 Penalty: 5079.675293
	Iteration 57Q: 3 clusters Score -5577128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -5577139.000000 Penalty: 5079.675293
	Iteration 58Q: 3 clusters Score -5577139 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -5577143.000000 Penalty: 5079.675293
	Iteration 59Q: 3 clusters Score -5577143 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5577146.500000 Penalty: 5079.675293
	Iteration 60F: 3 clusters Score -5577146 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -5577147.000000 Penalty: 5079.675293
	Iteration 61Q: 3 clusters Score -5577147 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5577155.500000 Penalty: 5079.675293
	Iteration 62Q: 3 clusters Score -5577156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27460 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5577157.000000 Penalty: 5079.675293
	Iteration 63Q: 3 clusters Score -5577157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -5577161.000000 Penalty: 5079.675293
	Iteration 64Q: 3 clusters Score -5577161 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5577163.000000 Penalty: 5079.675293
	Iteration 65Q: 3 clusters Score -5577163 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27482 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -5577176.000000 Penalty: 5079.675293
	Iteration 66Q: 3 clusters Score -5577176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27488 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -5577177.500000 Penalty: 5079.675293
	Iteration 67Q: 3 clusters Score -5577178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27493 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -5577176.000000 Penalty: 5079.675293
	Iteration 68Q: 3 clusters Score -5577176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5577179.000000 Penalty: 5079.675293
	Iteration 69Q: 3 clusters Score -5577179 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -5577179.000000 Penalty: 5079.675293
	Iteration 70Q: 3 clusters Score -5577179 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27500 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5577180.500000 Penalty: 5079.675293
	Iteration 71Q: 3 clusters Score -5577180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5577183.500000 Penalty: 5079.675293
	Iteration 72Q: 3 clusters Score -5577184 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27502 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5577183.500000 Penalty: 5079.675293
	Iteration 73F: 3 clusters Score -5577184 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (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: -5662859.000000 Penalty: 2541.530029
	Iteration 0F: 2 clusters Score -5662859 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 14060 members 
Entering Unmasked Estep 
Score: -5644683.500000 Penalty: 5083.060059
	Iteration 0F: 3 clusters Score -5644684 nChanged 12687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -5651643.500000 Penalty: 5083.060059
	Iteration 1F: 3 clusters Score -5651644 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15364 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -5652187.000000 Penalty: 5083.060059
	Iteration 2F: 3 clusters Score -5652187 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16015 members 
Mstep: Class 2 contains 12214 members 
Entering Unmasked Estep 
Score: -5652718.000000 Penalty: 5083.060059
	Iteration 3F: 3 clusters Score -5652718 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16772 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -5653239.500000 Penalty: 5083.060059
	Iteration 4F: 3 clusters Score -5653240 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17671 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -5653645.000000 Penalty: 5083.060059
	Iteration 5Q: 3 clusters Score -5653645 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18680 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -5654176.500000 Penalty: 5083.060059
	Iteration 6Q: 3 clusters Score -5654176 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19804 members 
Mstep: Class 2 contains 8425 members 
Entering Unmasked Estep 
Score: -5654867.000000 Penalty: 5083.060059
	Iteration 7Q: 3 clusters Score -5654867 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 7218 members 
Entering Unmasked Estep 
Score: -5655712.500000 Penalty: 5083.060059
	Iteration 8F: 3 clusters Score -5655712 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -5656625.000000 Penalty: 5083.060059
	Iteration 9Q: 3 clusters Score -5656625 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -5657434.000000 Penalty: 5083.060059
	Iteration 10Q: 3 clusters Score -5657434 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -5658038.000000 Penalty: 5083.060059
	Iteration 11Q: 3 clusters Score -5658038 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24434 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -5658521.500000 Penalty: 5083.060059
	Iteration 12Q: 3 clusters Score -5658522 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -5658823.000000 Penalty: 5083.060059
	Iteration 13Q: 3 clusters Score -5658823 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 3160 members 
Entering Unmasked Estep 
Score: -5658974.500000 Penalty: 5083.060059
	Iteration 14Q: 3 clusters Score -5658974 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -5659099.000000 Penalty: 5083.060059
	Iteration 15Q: 3 clusters Score -5659099 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25473 members 
Mstep: Class 2 contains 2756 members 
Entering Unmasked Estep 
Score: -5659241.500000 Penalty: 5083.060059
	Iteration 16Q: 3 clusters Score -5659242 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25631 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -5659301.000000 Penalty: 5083.060059
	Iteration 17Q: 3 clusters Score -5659301 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25769 members 
Mstep: Class 2 contains 2460 members 
Entering Unmasked Estep 
Score: -5659366.500000 Penalty: 5083.060059
	Iteration 18Q: 3 clusters Score -5659366 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25890 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -5659479.500000 Penalty: 5083.060059
	Iteration 19Q: 3 clusters Score -5659480 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 2226 members 
Entering Unmasked Estep 
Score: -5659655.500000 Penalty: 5083.060059
	Iteration 20F: 3 clusters Score -5659656 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -5659841.500000 Penalty: 5083.060059
	Iteration 21Q: 3 clusters Score -5659842 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -5660004.000000 Penalty: 5083.060059
	Iteration 22Q: 3 clusters Score -5660004 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -5660139.000000 Penalty: 5083.060059
	Iteration 23Q: 3 clusters Score -5660139 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -5660235.000000 Penalty: 5083.060059
	Iteration 24Q: 3 clusters Score -5660235 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26423 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -5660349.500000 Penalty: 5083.060059
	Iteration 25Q: 3 clusters Score -5660350 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26489 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -5660452.000000 Penalty: 5083.060059
	Iteration 26Q: 3 clusters Score -5660452 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26546 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -5660541.500000 Penalty: 5083.060059
	Iteration 27Q: 3 clusters Score -5660542 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26603 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -5660619.000000 Penalty: 5083.060059
	Iteration 28Q: 3 clusters Score -5660619 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26651 members 
Mstep: Class 2 contains 1578 members 
Entering Unmasked Estep 
Score: -5660693.000000 Penalty: 5083.060059
	Iteration 29Q: 3 clusters Score -5660693 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26694 members 
Mstep: Class 2 contains 1535 members 
Entering Unmasked Estep 
Score: -5660731.000000 Penalty: 5083.060059
	Iteration 30Q: 3 clusters Score -5660731 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -5660764.000000 Penalty: 5083.060059
	Iteration 31Q: 3 clusters Score -5660764 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26739 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -5660773.500000 Penalty: 5083.060059
	Iteration 32Q: 3 clusters Score -5660774 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26762 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -5660796.500000 Penalty: 5083.060059
	Iteration 33Q: 3 clusters Score -5660796 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -5660831.500000 Penalty: 5083.060059
	Iteration 34Q: 3 clusters Score -5660832 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26812 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5660863.500000 Penalty: 5083.060059
	Iteration 35Q: 3 clusters Score -5660864 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 1396 members 
Entering Unmasked Estep 
Score: -5660874.500000 Penalty: 5083.060059
	Iteration 36Q: 3 clusters Score -5660874 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -5660898.500000 Penalty: 5083.060059
	Iteration 37Q: 3 clusters Score -5660898 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -5660936.000000 Penalty: 5083.060059
	Iteration 38Q: 3 clusters Score -5660936 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -5660969.500000 Penalty: 5083.060059
	Iteration 39Q: 3 clusters Score -5660970 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -5660992.500000 Penalty: 5083.060059
	Iteration 40F: 3 clusters Score -5660992 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26966 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -5661018.500000 Penalty: 5083.060059
	Iteration 41Q: 3 clusters Score -5661018 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -5661049.500000 Penalty: 5083.060059
	Iteration 42Q: 3 clusters Score -5661050 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27009 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -5661056.000000 Penalty: 5083.060059
	Iteration 43Q: 3 clusters Score -5661056 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27025 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -5661063.000000 Penalty: 5083.060059
	Iteration 44Q: 3 clusters Score -5661063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -5661061.500000 Penalty: 5083.060059
	Iteration 45Q: 3 clusters Score -5661062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27046 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5661072.000000 Penalty: 5083.060059
	Iteration 46Q: 3 clusters Score -5661072 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27054 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -5661081.500000 Penalty: 5083.060059
	Iteration 47Q: 3 clusters Score -5661082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27058 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -5661074.000000 Penalty: 5083.060059
	Iteration 48Q: 3 clusters Score -5661074 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -5661078.000000 Penalty: 5083.060059
	Iteration 49Q: 3 clusters Score -5661078 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5661077.000000 Penalty: 5083.060059
	Iteration 50Q: 3 clusters Score -5661077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -5661080.000000 Penalty: 5083.060059
	Iteration 51Q: 3 clusters Score -5661080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -5661081.000000 Penalty: 5083.060059
	Iteration 52Q: 3 clusters Score -5661081 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5661082.000000 Penalty: 5083.060059
	Iteration 53Q: 3 clusters Score -5661082 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5661087.500000 Penalty: 5083.060059
	Iteration 54Q: 3 clusters Score -5661088 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27087 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -5661093.500000 Penalty: 5083.060059
	Iteration 55Q: 3 clusters Score -5661094 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27093 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -5661096.500000 Penalty: 5083.060059
	Iteration 56Q: 3 clusters Score -5661096 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -5661096.000000 Penalty: 5083.060059
	Iteration 57Q: 3 clusters Score -5661096 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -5661098.500000 Penalty: 5083.060059
	Iteration 58Q: 3 clusters Score -5661098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27103 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -5661100.000000 Penalty: 5083.060059
	Iteration 59Q: 3 clusters Score -5661100 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27106 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -5661109.000000 Penalty: 5083.060059
	Iteration 60F: 3 clusters Score -5661109 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27111 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -5661113.500000 Penalty: 5083.060059
	Iteration 61Q: 3 clusters Score -5661114 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5661109.500000 Penalty: 5083.060059
	Iteration 62Q: 3 clusters Score -5661110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27118 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -5661116.500000 Penalty: 5083.060059
	Iteration 63Q: 3 clusters Score -5661116 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5661123.000000 Penalty: 5083.060059
	Iteration 64Q: 3 clusters Score -5661123 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5661119.500000 Penalty: 5083.060059
	Iteration 65Q: 3 clusters Score -5661120 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5661118.500000 Penalty: 5083.060059
	Iteration 66Q: 3 clusters Score -5661118 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27120 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -5661118.500000 Penalty: 5083.060059
	Iteration 67F: 3 clusters Score -5661118 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -80723.734375 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -80723.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -79224.070312 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79224.07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -79391.539062 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -79391.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -79438.843750 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -79438.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -79468.718750 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -79468.72 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -79494.742188 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -79494.74 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -79510.406250 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -79510.41 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -79532.843750 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -79532.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -79556.242188 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -79556.24 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -79594.671875 Penalty: 3067.337891
	Iteration 8Q: 3 clusters Score -79594.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -79621.101562 Penalty: 3067.337891
	Iteration 9Q: 3 clusters Score -79621.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -79661.281250 Penalty: 3067.337891
	Iteration 10Q: 3 clusters Score -79661.28 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -79682.921875 Penalty: 3067.337891
	Iteration 11Q: 3 clusters Score -79682.92 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79734.195312 Penalty: 3067.337891
	Iteration 12Q: 3 clusters Score -79734.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -79809.367188 Penalty: 3067.337891
	Iteration 13Q: 3 clusters Score -79809.37 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -79833.234375 Penalty: 3067.337891
	Iteration 14Q: 3 clusters Score -79833.23 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -79857.125000 Penalty: 3067.337891
	Iteration 15Q: 3 clusters Score -79857.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79865.679688 Penalty: 3067.337891
	Iteration 16Q: 3 clusters Score -79865.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79865.679688 Penalty: 3067.337891
	Iteration 17F: 3 clusters Score -79865.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -53744.839844 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -53744.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -52581.312500 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -52581.31 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -52820.285156 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -52820.29 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 128 members 
Entering Unmasked Estep 
Score: -52864.667969 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -52864.67 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -52896.093750 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -52896.09 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -52906.824219 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -52906.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -52909.277344 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -52909.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -52909.277344 Penalty: 2905.534668
	Iteration 6F: 3 clusters Score -52909.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -212706.484375 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -212706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -210676.656250 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -210676.7 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -210974.734375 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -210974.7 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -211192.515625 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -211192.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -211359.078125 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -211359.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -211490.656250 Penalty: 3480.683105
	Iteration 4F: 3 clusters Score -211490.7 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -211623.000000 Penalty: 3480.683105
	Iteration 5F: 3 clusters Score -211623 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -211733.453125 Penalty: 3480.683105
	Iteration 6F: 3 clusters Score -211733.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -211857.656250 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -211857.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -211980.968750 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -211981 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -212055.062500 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -212055.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -212097.703125 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -212097.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -212115.953125 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -212116 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -212123.515625 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -212123.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -212127.421875 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -212127.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -212128.406250 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -212128.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -212128.406250 Penalty: 3480.683105
	Iteration 15F: 3 clusters Score -212128.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -102216.226562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -102216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -100587.414062 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -100587.4 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100765.054688 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -100765.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -100825.000000 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -100825 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -100873.250000 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -100873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -100902.054688 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -100902.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100918.781250 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -100918.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -100931.031250 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -100931 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -100936.085938 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -100936.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -100937.265625 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -100937.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -100937.265625 Penalty: 3184.317383
	Iteration 9F: 3 clusters Score -100937.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -89970.000000 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -89970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -88430.492188 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -88430.49 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -88664.515625 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -88664.52 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -88853.718750 Penalty: 3124.278809
	Iteration 2F: 3 clusters Score -88853.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -88977.039062 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -88977.04 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -89020.851562 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -89020.85 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -89049.476562 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -89049.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -89071.000000 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -89071 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -89081.851562 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -89081.85 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89089.757812 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -89089.76 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -89089.757812 Penalty: 3124.278809
	Iteration 9F: 3 clusters Score -89089.76 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (22989 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22989 members 
Entering Unmasked Estep 
Score: -4602936.000000 Penalty: 2490.607178
	Iteration 0F: 2 clusters Score -4602936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11528 members 
Mstep: Class 2 contains 11461 members 
Entering Unmasked Estep 
Score: -4587269.000000 Penalty: 4981.214355
	Iteration 0F: 3 clusters Score -4587269 nChanged 10172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11562 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -4592668.500000 Penalty: 4981.214355
	Iteration 1F: 3 clusters Score -4592668 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11553 members 
Mstep: Class 2 contains 11436 members 
Entering Unmasked Estep 
Score: -4593049.500000 Penalty: 4981.214355
	Iteration 2F: 3 clusters Score -4593050 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11536 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -4593358.500000 Penalty: 4981.214355
	Iteration 3Q: 3 clusters Score -4593358 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11513 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -4593614.500000 Penalty: 4981.214355
	Iteration 4Q: 3 clusters Score -4593614 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11534 members 
Mstep: Class 2 contains 11455 members 
Entering Unmasked Estep 
Score: -4593849.500000 Penalty: 4981.214355
	Iteration 5Q: 3 clusters Score -4593850 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11597 members 
Mstep: Class 2 contains 11392 members 
Entering Unmasked Estep 
Score: -4594102.000000 Penalty: 4981.214355
	Iteration 6Q: 3 clusters Score -4594102 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 11265 members 
Entering Unmasked Estep 
Score: -4594339.000000 Penalty: 4981.214355
	Iteration 7Q: 3 clusters Score -4594339 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11932 members 
Mstep: Class 2 contains 11057 members 
Entering Unmasked Estep 
Score: -4594571.500000 Penalty: 4981.214355
	Iteration 8Q: 3 clusters Score -4594572 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12209 members 
Mstep: Class 2 contains 10780 members 
Entering Unmasked Estep 
Score: -4594872.500000 Penalty: 4981.214355
	Iteration 9Q: 3 clusters Score -4594872 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12584 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -4595247.000000 Penalty: 4981.214355
	Iteration 10Q: 3 clusters Score -4595247 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 9944 members 
Entering Unmasked Estep 
Score: -4595653.500000 Penalty: 4981.214355
	Iteration 11Q: 3 clusters Score -4595654 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 9413 members 
Entering Unmasked Estep 
Score: -4596117.000000 Penalty: 4981.214355
	Iteration 12Q: 3 clusters Score -4596117 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 8843 members 
Entering Unmasked Estep 
Score: -4596678.000000 Penalty: 4981.214355
	Iteration 13Q: 3 clusters Score -4596678 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14714 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -4597230.500000 Penalty: 4981.214355
	Iteration 14Q: 3 clusters Score -4597230 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15238 members 
Mstep: Class 2 contains 7751 members 
Entering Unmasked Estep 
Score: -4597782.500000 Penalty: 4981.214355
	Iteration 15Q: 3 clusters Score -4597782 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15690 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -4598178.000000 Penalty: 4981.214355
	Iteration 16Q: 3 clusters Score -4598178 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16045 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -4598457.000000 Penalty: 4981.214355
	Iteration 17Q: 3 clusters Score -4598457 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16369 members 
Mstep: Class 2 contains 6620 members 
Entering Unmasked Estep 
Score: -4598625.000000 Penalty: 4981.214355
	Iteration 18Q: 3 clusters Score -4598625 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16640 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -4598769.000000 Penalty: 4981.214355
	Iteration 19Q: 3 clusters Score -4598769 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 6106 members 
Entering Unmasked Estep 
Score: -4598816.500000 Penalty: 4981.214355
	Iteration 20F: 3 clusters Score -4598816 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -4598899.000000 Penalty: 4981.214355
	Iteration 21Q: 3 clusters Score -4598899 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17373 members 
Mstep: Class 2 contains 5616 members 
Entering Unmasked Estep 
Score: -4598957.500000 Penalty: 4981.214355
	Iteration 22Q: 3 clusters Score -4598958 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 5363 members 
Entering Unmasked Estep 
Score: -4599049.000000 Penalty: 4981.214355
	Iteration 23Q: 3 clusters Score -4599049 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -4599110.000000 Penalty: 4981.214355
	Iteration 24Q: 3 clusters Score -4599110 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -4599174.500000 Penalty: 4981.214355
	Iteration 25Q: 3 clusters Score -4599174 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -4599210.500000 Penalty: 4981.214355
	Iteration 26Q: 3 clusters Score -4599210 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -4599254.000000 Penalty: 4981.214355
	Iteration 27Q: 3 clusters Score -4599254 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18635 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -4599319.500000 Penalty: 4981.214355
	Iteration 28Q: 3 clusters Score -4599320 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -4599386.500000 Penalty: 4981.214355
	Iteration 29Q: 3 clusters Score -4599386 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -4599448.500000 Penalty: 4981.214355
	Iteration 30Q: 3 clusters Score -4599448 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -4599530.000000 Penalty: 4981.214355
	Iteration 31Q: 3 clusters Score -4599530 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19462 members 
Mstep: Class 2 contains 3527 members 
Entering Unmasked Estep 
Score: -4599606.000000 Penalty: 4981.214355
	Iteration 32Q: 3 clusters Score -4599606 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -4599697.000000 Penalty: 4981.214355
	Iteration 33Q: 3 clusters Score -4599697 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19919 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -4599782.500000 Penalty: 4981.214355
	Iteration 34Q: 3 clusters Score -4599782 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20162 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -4599880.000000 Penalty: 4981.214355
	Iteration 35Q: 3 clusters Score -4599880 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -4599945.500000 Penalty: 4981.214355
	Iteration 36Q: 3 clusters Score -4599946 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -4600012.500000 Penalty: 4981.214355
	Iteration 37Q: 3 clusters Score -4600012 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -4600093.500000 Penalty: 4981.214355
	Iteration 38Q: 3 clusters Score -4600094 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20996 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -4600165.000000 Penalty: 4981.214355
	Iteration 39Q: 3 clusters Score -4600165 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4600235.000000 Penalty: 4981.214355
	Iteration 40F: 3 clusters Score -4600235 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -4600317.000000 Penalty: 4981.214355
	Iteration 41Q: 3 clusters Score -4600317 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -4600388.500000 Penalty: 4981.214355
	Iteration 42Q: 3 clusters Score -4600388 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -4600456.500000 Penalty: 4981.214355
	Iteration 43Q: 3 clusters Score -4600456 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -4600517.500000 Penalty: 4981.214355
	Iteration 44Q: 3 clusters Score -4600518 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21800 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -4600576.500000 Penalty: 4981.214355
	Iteration 45Q: 3 clusters Score -4600576 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21880 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -4600614.000000 Penalty: 4981.214355
	Iteration 46Q: 3 clusters Score -4600614 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21950 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -4600648.000000 Penalty: 4981.214355
	Iteration 47Q: 3 clusters Score -4600648 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -4600665.000000 Penalty: 4981.214355
	Iteration 48Q: 3 clusters Score -4600665 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22053 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -4600694.500000 Penalty: 4981.214355
	Iteration 49Q: 3 clusters Score -4600694 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -4600729.500000 Penalty: 4981.214355
	Iteration 50Q: 3 clusters Score -4600730 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22144 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -4600747.000000 Penalty: 4981.214355
	Iteration 51Q: 3 clusters Score -4600747 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -4600765.500000 Penalty: 4981.214355
	Iteration 52Q: 3 clusters Score -4600766 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22204 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -4600778.000000 Penalty: 4981.214355
	Iteration 53Q: 3 clusters Score -4600778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22237 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -4600797.000000 Penalty: 4981.214355
	Iteration 54Q: 3 clusters Score -4600797 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22260 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4600810.500000 Penalty: 4981.214355
	Iteration 55Q: 3 clusters Score -4600810 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22277 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -4600815.000000 Penalty: 4981.214355
	Iteration 56Q: 3 clusters Score -4600815 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22294 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -4600822.500000 Penalty: 4981.214355
	Iteration 57Q: 3 clusters Score -4600822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -4600823.500000 Penalty: 4981.214355
	Iteration 58Q: 3 clusters Score -4600824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -4600833.000000 Penalty: 4981.214355
	Iteration 59Q: 3 clusters Score -4600833 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -4600840.500000 Penalty: 4981.214355
	Iteration 60F: 3 clusters Score -4600840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -4600846.500000 Penalty: 4981.214355
	Iteration 61Q: 3 clusters Score -4600846 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -4600851.500000 Penalty: 4981.214355
	Iteration 62Q: 3 clusters Score -4600852 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -4600850.000000 Penalty: 4981.214355
	Iteration 63Q: 3 clusters Score -4600850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -4600859.500000 Penalty: 4981.214355
	Iteration 64Q: 3 clusters Score -4600860 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22363 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4600863.000000 Penalty: 4981.214355
	Iteration 65Q: 3 clusters Score -4600863 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22373 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -4600873.500000 Penalty: 4981.214355
	Iteration 66Q: 3 clusters Score -4600874 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -4600871.500000 Penalty: 4981.214355
	Iteration 67Q: 3 clusters Score -4600872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22379 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -4600870.500000 Penalty: 4981.214355
	Iteration 68Q: 3 clusters Score -4600870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22381 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -4600871.000000 Penalty: 4981.214355
	Iteration 69Q: 3 clusters Score -4600871 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4600870.500000 Penalty: 4981.214355
	Iteration 70Q: 3 clusters Score -4600870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -4600870.500000 Penalty: 4981.214355
	Iteration 71F: 3 clusters Score -4600870 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -81383.726562 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -81383.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -79868.695312 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79868.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -80000.492188 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -80000.49 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -80045.007812 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -80045.01 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -80073.273438 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -80073.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -80083.726562 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -80083.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -80095.781250 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -80095.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -80095.781250 Penalty: 3067.337891
	Iteration 6F: 3 clusters Score -80095.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -73726.085938 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -73726.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72302.375000 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -72302.38 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72514.851562 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -72514.85 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 203 members 
Entering Unmasked Estep 
Score: -72575.898438 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -72575.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -72612.375000 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -72612.38 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 200 members 
Entering Unmasked Estep 
Score: -72630.960938 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -72630.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -72648.289062 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -72648.29 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -72657.703125 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -72657.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -72667.218750 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -72667.22 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -72671.187500 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -72671.19 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -72689.906250 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -72689.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -72691.882812 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -72691.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -72693.445312 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -72693.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -72694.265625 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -72694.27 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -72694.265625 Penalty: 3051.755371
	Iteration 13F: 3 clusters Score -72694.27 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (43995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43995 members 
Entering Unmasked Estep 
Score: -8465610.000000 Penalty: 2651.574219
	Iteration 0F: 2 clusters Score -8465610 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22036 members 
Mstep: Class 2 contains 21959 members 
Entering Unmasked Estep 
Score: -8439144.000000 Penalty: 5303.148438
	Iteration 0F: 3 clusters Score -8439144 nChanged 20197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 21618 members 
Entering Unmasked Estep 
Score: -8450146.000000 Penalty: 5303.148438
	Iteration 1F: 3 clusters Score -8450146 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22546 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
Score: -8450639.000000 Penalty: 5303.148438
	Iteration 2Q: 3 clusters Score -8450639 nChanged 1692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22814 members 
Mstep: Class 2 contains 21181 members 
Entering Unmasked Estep 
Score: -8451106.000000 Penalty: 5303.148438
	Iteration 3Q: 3 clusters Score -8451106 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 20818 members 
Entering Unmasked Estep 
Score: -8451552.000000 Penalty: 5303.148438
	Iteration 4Q: 3 clusters Score -8451552 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 20231 members 
Entering Unmasked Estep 
Score: -8451971.000000 Penalty: 5303.148438
	Iteration 5Q: 3 clusters Score -8451971 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24563 members 
Mstep: Class 2 contains 19432 members 
Entering Unmasked Estep 
Score: -8452524.000000 Penalty: 5303.148438
	Iteration 6Q: 3 clusters Score -8452524 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 18337 members 
Entering Unmasked Estep 
Score: -8453241.000000 Penalty: 5303.148438
	Iteration 7Q: 3 clusters Score -8453241 nChanged 2117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27091 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -8454337.000000 Penalty: 5303.148438
	Iteration 8Q: 3 clusters Score -8454337 nChanged 2435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28758 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -8455922.000000 Penalty: 5303.148438
	Iteration 9F: 3 clusters Score -8455922 nChanged 2652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30724 members 
Mstep: Class 2 contains 13271 members 
Entering Unmasked Estep 
Score: -8458011.000000 Penalty: 5303.148438
	Iteration 10F: 3 clusters Score -8458011 nChanged 2618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32624 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -8460247.000000 Penalty: 5303.148438
	Iteration 11F: 3 clusters Score -8460247 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34063 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -8461993.000000 Penalty: 5303.148438
	Iteration 12F: 3 clusters Score -8461993 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35063 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -8462962.000000 Penalty: 5303.148438
	Iteration 13Q: 3 clusters Score -8462962 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35767 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -8463421.000000 Penalty: 5303.148438
	Iteration 14Q: 3 clusters Score -8463421 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36356 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -8463695.000000 Penalty: 5303.148438
	Iteration 15Q: 3 clusters Score -8463695 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36881 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -8463897.000000 Penalty: 5303.148438
	Iteration 16Q: 3 clusters Score -8463897 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37312 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -8464038.000000 Penalty: 5303.148438
	Iteration 17Q: 3 clusters Score -8464038 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37680 members 
Mstep: Class 2 contains 6315 members 
Entering Unmasked Estep 
Score: -8464175.000000 Penalty: 5303.148438
	Iteration 18Q: 3 clusters Score -8464175 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37994 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -8464317.000000 Penalty: 5303.148438
	Iteration 19Q: 3 clusters Score -8464317 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38243 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -8464389.000000 Penalty: 5303.148438
	Iteration 20F: 3 clusters Score -8464389 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38468 members 
Mstep: Class 2 contains 5527 members 
Entering Unmasked Estep 
Score: -8464483.000000 Penalty: 5303.148438
	Iteration 21Q: 3 clusters Score -8464483 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38669 members 
Mstep: Class 2 contains 5326 members 
Entering Unmasked Estep 
Score: -8464580.000000 Penalty: 5303.148438
	Iteration 22Q: 3 clusters Score -8464580 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38853 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -8464665.000000 Penalty: 5303.148438
	Iteration 23Q: 3 clusters Score -8464665 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39014 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -8464699.000000 Penalty: 5303.148438
	Iteration 24Q: 3 clusters Score -8464699 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39167 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -8464689.000000 Penalty: 5303.148438
	Iteration 25Q: 3 clusters Score -8464689 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -8464688.000000 Penalty: 5303.148438
	Iteration 26Q: 3 clusters Score -8464688 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39422 members 
Mstep: Class 2 contains 4573 members 
Entering Unmasked Estep 
Score: -8464720.000000 Penalty: 5303.148438
	Iteration 27Q: 3 clusters Score -8464720 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39543 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -8464755.000000 Penalty: 5303.148438
	Iteration 28Q: 3 clusters Score -8464755 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39644 members 
Mstep: Class 2 contains 4351 members 
Entering Unmasked Estep 
Score: -8464733.000000 Penalty: 5303.148438
	Iteration 29Q: 3 clusters Score -8464733 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39728 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -8464715.000000 Penalty: 5303.148438
	Iteration 30Q: 3 clusters Score -8464715 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39819 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -8464720.000000 Penalty: 5303.148438
	Iteration 31Q: 3 clusters Score -8464720 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39923 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -8464703.000000 Penalty: 5303.148438
	Iteration 32Q: 3 clusters Score -8464703 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40001 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -8464706.000000 Penalty: 5303.148438
	Iteration 33Q: 3 clusters Score -8464706 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -8464686.000000 Penalty: 5303.148438
	Iteration 34Q: 3 clusters Score -8464686 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -8464663.000000 Penalty: 5303.148438
	Iteration 35Q: 3 clusters Score -8464663 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40184 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -8464665.000000 Penalty: 5303.148438
	Iteration 36Q: 3 clusters Score -8464665 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 3751 members 
Entering Unmasked Estep 
Score: -8464646.000000 Penalty: 5303.148438
	Iteration 37Q: 3 clusters Score -8464646 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40297 members 
Mstep: Class 2 contains 3698 members 
Entering Unmasked Estep 
Score: -8464666.000000 Penalty: 5303.148438
	Iteration 38Q: 3 clusters Score -8464666 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 3640 members 
Entering Unmasked Estep 
Score: -8464642.000000 Penalty: 5303.148438
	Iteration 39Q: 3 clusters Score -8464642 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40400 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -8464626.000000 Penalty: 5303.148438
	Iteration 40F: 3 clusters Score -8464626 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40436 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -8464606.000000 Penalty: 5303.148438
	Iteration 41Q: 3 clusters Score -8464606 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40476 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -8464589.000000 Penalty: 5303.148438
	Iteration 42Q: 3 clusters Score -8464589 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40520 members 
Mstep: Class 2 contains 3475 members 
Entering Unmasked Estep 
Score: -8464582.000000 Penalty: 5303.148438
	Iteration 43Q: 3 clusters Score -8464582 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40558 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -8464574.000000 Penalty: 5303.148438
	Iteration 44Q: 3 clusters Score -8464574 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40591 members 
Mstep: Class 2 contains 3404 members 
Entering Unmasked Estep 
Score: -8464568.000000 Penalty: 5303.148438
	Iteration 45Q: 3 clusters Score -8464568 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40638 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -8464557.000000 Penalty: 5303.148438
	Iteration 46Q: 3 clusters Score -8464557 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 3308 members 
Entering Unmasked Estep 
Score: -8464554.000000 Penalty: 5303.148438
	Iteration 47Q: 3 clusters Score -8464554 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40731 members 
Mstep: Class 2 contains 3264 members 
Entering Unmasked Estep 
Score: -8464558.000000 Penalty: 5303.148438
	Iteration 48Q: 3 clusters Score -8464558 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -8464549.000000 Penalty: 5303.148438
	Iteration 49Q: 3 clusters Score -8464549 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40848 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -8464523.000000 Penalty: 5303.148438
	Iteration 50Q: 3 clusters Score -8464523 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -8464516.000000 Penalty: 5303.148438
	Iteration 51Q: 3 clusters Score -8464516 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40973 members 
Mstep: Class 2 contains 3022 members 
Entering Unmasked Estep 
Score: -8464500.000000 Penalty: 5303.148438
	Iteration 52Q: 3 clusters Score -8464500 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41045 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -8464480.000000 Penalty: 5303.148438
	Iteration 53Q: 3 clusters Score -8464480 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41115 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -8464426.000000 Penalty: 5303.148438
	Iteration 54Q: 3 clusters Score -8464426 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41187 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -8464409.000000 Penalty: 5303.148438
	Iteration 55Q: 3 clusters Score -8464409 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41263 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -8464403.000000 Penalty: 5303.148438
	Iteration 56Q: 3 clusters Score -8464403 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41320 members 
Mstep: Class 2 contains 2675 members 
Entering Unmasked Estep 
Score: -8464375.000000 Penalty: 5303.148438
	Iteration 57Q: 3 clusters Score -8464375 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41386 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -8464366.000000 Penalty: 5303.148438
	Iteration 58Q: 3 clusters Score -8464366 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41456 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -8464357.000000 Penalty: 5303.148438
	Iteration 59Q: 3 clusters Score -8464357 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41518 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -8464362.000000 Penalty: 5303.148438
	Iteration 60F: 3 clusters Score -8464362 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 2409 members 
Entering Unmasked Estep 
Score: -8464348.000000 Penalty: 5303.148438
	Iteration 61Q: 3 clusters Score -8464348 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -8464327.000000 Penalty: 5303.148438
	Iteration 62Q: 3 clusters Score -8464327 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41684 members 
Mstep: Class 2 contains 2311 members 
Entering Unmasked Estep 
Score: -8464288.000000 Penalty: 5303.148438
	Iteration 63Q: 3 clusters Score -8464288 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41738 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -8464278.000000 Penalty: 5303.148438
	Iteration 64Q: 3 clusters Score -8464278 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -8464261.000000 Penalty: 5303.148438
	Iteration 65Q: 3 clusters Score -8464261 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41840 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -8464235.000000 Penalty: 5303.148438
	Iteration 66Q: 3 clusters Score -8464235 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41908 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -8464234.000000 Penalty: 5303.148438
	Iteration 67Q: 3 clusters Score -8464234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41963 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -8464222.000000 Penalty: 5303.148438
	Iteration 68Q: 3 clusters Score -8464222 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -8464213.000000 Penalty: 5303.148438
	Iteration 69Q: 3 clusters Score -8464213 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 1930 members 
Entering Unmasked Estep 
Score: -8464205.000000 Penalty: 5303.148438
	Iteration 70Q: 3 clusters Score -8464205 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -8464180.000000 Penalty: 5303.148438
	Iteration 71Q: 3 clusters Score -8464180 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 1838 members 
Entering Unmasked Estep 
Score: -8464166.000000 Penalty: 5303.148438
	Iteration 72Q: 3 clusters Score -8464166 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -8464145.000000 Penalty: 5303.148438
	Iteration 73Q: 3 clusters Score -8464145 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42230 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -8464153.000000 Penalty: 5303.148438
	Iteration 74Q: 3 clusters Score -8464153 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42252 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -8464151.000000 Penalty: 5303.148438
	Iteration 75Q: 3 clusters Score -8464151 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42281 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8464154.000000 Penalty: 5303.148438
	Iteration 76Q: 3 clusters Score -8464154 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42314 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -8464143.000000 Penalty: 5303.148438
	Iteration 77Q: 3 clusters Score -8464143 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42342 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -8464134.000000 Penalty: 5303.148438
	Iteration 78Q: 3 clusters Score -8464134 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42377 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8464112.000000 Penalty: 5303.148438
	Iteration 79Q: 3 clusters Score -8464112 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42407 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -8464130.000000 Penalty: 5303.148438
	Iteration 80F: 3 clusters Score -8464130 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42426 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8464129.000000 Penalty: 5303.148438
	Iteration 81Q: 3 clusters Score -8464129 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42454 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -8464115.000000 Penalty: 5303.148438
	Iteration 82Q: 3 clusters Score -8464115 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 1518 members 
Entering Unmasked Estep 
Score: -8464106.000000 Penalty: 5303.148438
	Iteration 83Q: 3 clusters Score -8464106 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42501 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -8464097.000000 Penalty: 5303.148438
	Iteration 84Q: 3 clusters Score -8464097 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42522 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -8464092.000000 Penalty: 5303.148438
	Iteration 85Q: 3 clusters Score -8464092 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42534 members 
Mstep: Class 2 contains 1461 members 
Entering Unmasked Estep 
Score: -8464089.000000 Penalty: 5303.148438
	Iteration 86Q: 3 clusters Score -8464089 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42546 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8464075.000000 Penalty: 5303.148438
	Iteration 87Q: 3 clusters Score -8464075 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42556 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -8464077.000000 Penalty: 5303.148438
	Iteration 88Q: 3 clusters Score -8464077 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42568 members 
Mstep: Class 2 contains 1427 members 
Entering Unmasked Estep 
Score: -8464084.000000 Penalty: 5303.148438
	Iteration 89Q: 3 clusters Score -8464084 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42577 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -8464089.000000 Penalty: 5303.148438
	Iteration 90Q: 3 clusters Score -8464089 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42583 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -8464085.000000 Penalty: 5303.148438
	Iteration 91Q: 3 clusters Score -8464085 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42590 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8464084.000000 Penalty: 5303.148438
	Iteration 92Q: 3 clusters Score -8464084 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42601 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8464092.000000 Penalty: 5303.148438
	Iteration 93Q: 3 clusters Score -8464092 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 1383 members 
Entering Unmasked Estep 
Score: -8464075.000000 Penalty: 5303.148438
	Iteration 94Q: 3 clusters Score -8464075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8464078.000000 Penalty: 5303.148438
	Iteration 95Q: 3 clusters Score -8464078 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42633 members 
Mstep: Class 2 contains 1362 members 
Entering Unmasked Estep 
Score: -8464064.000000 Penalty: 5303.148438
	Iteration 96Q: 3 clusters Score -8464064 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42640 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -8464066.000000 Penalty: 5303.148438
	Iteration 97Q: 3 clusters Score -8464066 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -8464067.000000 Penalty: 5303.148438
	Iteration 98Q: 3 clusters Score -8464067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42657 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8464064.000000 Penalty: 5303.148438
	Iteration 99Q: 3 clusters Score -8464064 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 1335 members 
Entering Unmasked Estep 
Score: -8464057.000000 Penalty: 5303.148438
	Iteration 100F: 3 clusters Score -8464057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42666 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -8464058.000000 Penalty: 5303.148438
	Iteration 101Q: 3 clusters Score -8464058 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -8464058.000000 Penalty: 5303.148438
	Iteration 102Q: 3 clusters Score -8464058 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42683 members 
Mstep: Class 2 contains 1312 members 
Entering Unmasked Estep 
Score: -8464069.000000 Penalty: 5303.148438
	Iteration 103Q: 3 clusters Score -8464069 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -8464067.000000 Penalty: 5303.148438
	Iteration 104Q: 3 clusters Score -8464067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -8464064.000000 Penalty: 5303.148438
	Iteration 105Q: 3 clusters Score -8464064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42695 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -8464064.000000 Penalty: 5303.148438
	Iteration 106Q: 3 clusters Score -8464064 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8464064.000000 Penalty: 5303.148438
	Iteration 107Q: 3 clusters Score -8464064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42696 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8464064.000000 Penalty: 5303.148438
	Iteration 108F: 3 clusters Score -8464064 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 28528 members 
Mstep: Class 3 contains 47034 members 
Mstep: Class 4 contains 5138 members 
Mstep: Class 5 contains 24410 members 
Mstep: Class 6 contains 32216 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46561 members 
Mstep: Class 9 contains 8233 members 
Mstep: Class 10 contains 25630 members 
Mstep: Class 11 contains 51092 members 
Mstep: Class 12 contains 69913 members 
Mstep: Class 13 contains 52732 members 
Mstep: Class 14 contains 4682 members 
Mstep: Class 15 contains 29206 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41634 members 
Mstep: Class 18 contains 46789 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23813 members 
Mstep: Class 22 contains 40716 members 
Mstep: Class 23 contains 17500 members 
Mstep: Class 24 contains 23888 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46326 members 
Mstep: Class 28 contains 21491 members 
Mstep: Class 29 contains 26768 members 
Mstep: Class 30 contains 59464 members 
Mstep: Class 31 contains 54044 members 
Mstep: Class 32 contains 66364 members 
Mstep: Class 33 contains 18200 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17603 members 
Mstep: Class 36 contains 46438 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28037 members 
Mstep: Class 40 contains 28229 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22989 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43995 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975808.000000 Penalty: 165768.828125
Iteration 399Q: 49 clusters Score -2.079758e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 28532 members 
Mstep: Class 3 contains 47003 members 
Mstep: Class 4 contains 5129 members 
Mstep: Class 5 contains 24403 members 
Mstep: Class 6 contains 32476 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46574 members 
Mstep: Class 9 contains 8232 members 
Mstep: Class 10 contains 25620 members 
Mstep: Class 11 contains 51093 members 
Mstep: Class 12 contains 69898 members 
Mstep: Class 13 contains 52737 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 29222 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41543 members 
Mstep: Class 18 contains 46782 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23785 members 
Mstep: Class 22 contains 40713 members 
Mstep: Class 23 contains 17496 members 
Mstep: Class 24 contains 23857 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46327 members 
Mstep: Class 28 contains 21488 members 
Mstep: Class 29 contains 26755 members 
Mstep: Class 30 contains 59478 members 
Mstep: Class 31 contains 54052 members 
Mstep: Class 32 contains 66364 members 
Mstep: Class 33 contains 18198 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17523 members 
Mstep: Class 36 contains 46442 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28069 members 
Mstep: Class 40 contains 28246 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22975 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43971 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976064.000000 Penalty: 165768.828125
Iteration 400F: 49 clusters Score -2.079761e+08 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 28531 members 
Mstep: Class 3 contains 47001 members 
Mstep: Class 4 contains 5120 members 
Mstep: Class 5 contains 24414 members 
Mstep: Class 6 contains 32774 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46548 members 
Mstep: Class 9 contains 8232 members 
Mstep: Class 10 contains 25627 members 
Mstep: Class 11 contains 51091 members 
Mstep: Class 12 contains 69895 members 
Mstep: Class 13 contains 52740 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 29228 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41475 members 
Mstep: Class 18 contains 46773 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23769 members 
Mstep: Class 22 contains 40709 members 
Mstep: Class 23 contains 17491 members 
Mstep: Class 24 contains 23825 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46317 members 
Mstep: Class 28 contains 21485 members 
Mstep: Class 29 contains 26722 members 
Mstep: Class 30 contains 59485 members 
Mstep: Class 31 contains 54044 members 
Mstep: Class 32 contains 66364 members 
Mstep: Class 33 contains 18197 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17436 members 
Mstep: Class 36 contains 46444 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28052 members 
Mstep: Class 40 contains 28276 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22977 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976304.000000 Penalty: 165768.828125
Iteration 401Q: 49 clusters Score -2.079763e+08 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 28553 members 
Mstep: Class 3 contains 46991 members 
Mstep: Class 4 contains 5109 members 
Mstep: Class 5 contains 24429 members 
Mstep: Class 6 contains 33030 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46509 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 25620 members 
Mstep: Class 11 contains 51085 members 
Mstep: Class 12 contains 69889 members 
Mstep: Class 13 contains 52740 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 29246 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41437 members 
Mstep: Class 18 contains 46754 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23753 members 
Mstep: Class 22 contains 40700 members 
Mstep: Class 23 contains 17497 members 
Mstep: Class 24 contains 23798 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46285 members 
Mstep: Class 28 contains 21487 members 
Mstep: Class 29 contains 26713 members 
Mstep: Class 30 contains 59491 members 
Mstep: Class 31 contains 54044 members 
Mstep: Class 32 contains 66367 members 
Mstep: Class 33 contains 18190 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17346 members 
Mstep: Class 36 contains 46457 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28052 members 
Mstep: Class 40 contains 28267 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22974 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976080.000000 Penalty: 165768.828125
Iteration 402Q: 49 clusters Score -2.079761e+08 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 28551 members 
Mstep: Class 3 contains 46991 members 
Mstep: Class 4 contains 5107 members 
Mstep: Class 5 contains 24459 members 
Mstep: Class 6 contains 33291 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46471 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25623 members 
Mstep: Class 11 contains 51077 members 
Mstep: Class 12 contains 69887 members 
Mstep: Class 13 contains 52752 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 29257 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41416 members 
Mstep: Class 18 contains 46750 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23741 members 
Mstep: Class 22 contains 40696 members 
Mstep: Class 23 contains 17496 members 
Mstep: Class 24 contains 23770 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46233 members 
Mstep: Class 28 contains 21487 members 
Mstep: Class 29 contains 26716 members 
Mstep: Class 30 contains 59487 members 
Mstep: Class 31 contains 54049 members 
Mstep: Class 32 contains 66345 members 
Mstep: Class 33 contains 18187 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17255 members 
Mstep: Class 36 contains 46467 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28049 members 
Mstep: Class 40 contains 28269 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22974 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975936.000000 Penalty: 165768.828125
Iteration 403Q: 49 clusters Score -2.079759e+08 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 28558 members 
Mstep: Class 3 contains 46989 members 
Mstep: Class 4 contains 5106 members 
Mstep: Class 5 contains 24488 members 
Mstep: Class 6 contains 33602 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46448 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25623 members 
Mstep: Class 11 contains 51084 members 
Mstep: Class 12 contains 69888 members 
Mstep: Class 13 contains 52759 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 29271 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41387 members 
Mstep: Class 18 contains 46735 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23717 members 
Mstep: Class 22 contains 40681 members 
Mstep: Class 23 contains 17495 members 
Mstep: Class 24 contains 23737 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46165 members 
Mstep: Class 28 contains 21486 members 
Mstep: Class 29 contains 26706 members 
Mstep: Class 30 contains 59462 members 
Mstep: Class 31 contains 54042 members 
Mstep: Class 32 contains 66349 members 
Mstep: Class 33 contains 18192 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17160 members 
Mstep: Class 36 contains 46476 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28061 members 
Mstep: Class 40 contains 28275 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22967 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975664.000000 Penalty: 165768.828125
Iteration 404Q: 49 clusters Score -2.079757e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 28584 members 
Mstep: Class 3 contains 46986 members 
Mstep: Class 4 contains 5104 members 
Mstep: Class 5 contains 24512 members 
Mstep: Class 6 contains 33957 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46357 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 25607 members 
Mstep: Class 11 contains 51091 members 
Mstep: Class 12 contains 69884 members 
Mstep: Class 13 contains 52758 members 
Mstep: Class 14 contains 4681 members 
Mstep: Class 15 contains 29281 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41386 members 
Mstep: Class 18 contains 46729 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23712 members 
Mstep: Class 22 contains 40684 members 
Mstep: Class 23 contains 17491 members 
Mstep: Class 24 contains 23712 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46103 members 
Mstep: Class 28 contains 21485 members 
Mstep: Class 29 contains 26683 members 
Mstep: Class 30 contains 59444 members 
Mstep: Class 31 contains 54025 members 
Mstep: Class 32 contains 66355 members 
Mstep: Class 33 contains 18192 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 17050 members 
Mstep: Class 36 contains 46482 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28087 members 
Mstep: Class 40 contains 28276 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22944 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975648.000000 Penalty: 165768.828125
Iteration 405Q: 49 clusters Score -2.079756e+08 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 28618 members 
Mstep: Class 3 contains 46979 members 
Mstep: Class 4 contains 5103 members 
Mstep: Class 5 contains 24532 members 
Mstep: Class 6 contains 34246 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46317 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 25610 members 
Mstep: Class 11 contains 51096 members 
Mstep: Class 12 contains 69876 members 
Mstep: Class 13 contains 52750 members 
Mstep: Class 14 contains 4677 members 
Mstep: Class 15 contains 29284 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41357 members 
Mstep: Class 18 contains 46741 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23705 members 
Mstep: Class 22 contains 40674 members 
Mstep: Class 23 contains 17486 members 
Mstep: Class 24 contains 23689 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46086 members 
Mstep: Class 28 contains 21482 members 
Mstep: Class 29 contains 26692 members 
Mstep: Class 30 contains 59423 members 
Mstep: Class 31 contains 54012 members 
Mstep: Class 32 contains 66372 members 
Mstep: Class 33 contains 18190 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 16946 members 
Mstep: Class 36 contains 46486 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28075 members 
Mstep: Class 40 contains 28250 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22935 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43749 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975648.000000 Penalty: 165768.828125
Iteration 406Q: 49 clusters Score -2.079756e+08 nChanged 2024
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 28634 members 
Mstep: Class 3 contains 46983 members 
Mstep: Class 4 contains 5100 members 
Mstep: Class 5 contains 24559 members 
Mstep: Class 6 contains 34558 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46290 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 25595 members 
Mstep: Class 11 contains 51106 members 
Mstep: Class 12 contains 69871 members 
Mstep: Class 13 contains 52757 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 29289 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41334 members 
Mstep: Class 18 contains 46731 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23688 members 
Mstep: Class 22 contains 40659 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 23653 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46040 members 
Mstep: Class 28 contains 21476 members 
Mstep: Class 29 contains 26691 members 
Mstep: Class 30 contains 59429 members 
Mstep: Class 31 contains 54014 members 
Mstep: Class 32 contains 66366 members 
Mstep: Class 33 contains 18185 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 16827 members 
Mstep: Class 36 contains 46499 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28084 members 
Mstep: Class 40 contains 28265 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22910 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975808.000000 Penalty: 165768.828125
Iteration 407Q: 49 clusters Score -2.079758e+08 nChanged 2105
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 28668 members 
Mstep: Class 3 contains 46955 members 
Mstep: Class 4 contains 5096 members 
Mstep: Class 5 contains 24593 members 
Mstep: Class 6 contains 34890 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46270 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 25592 members 
Mstep: Class 11 contains 51129 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 52753 members 
Mstep: Class 14 contains 4676 members 
Mstep: Class 15 contains 29275 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41317 members 
Mstep: Class 18 contains 46725 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23661 members 
Mstep: Class 22 contains 40651 members 
Mstep: Class 23 contains 17476 members 
Mstep: Class 24 contains 23615 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45998 members 
Mstep: Class 28 contains 21471 members 
Mstep: Class 29 contains 26687 members 
Mstep: Class 30 contains 59435 members 
Mstep: Class 31 contains 54016 members 
Mstep: Class 32 contains 66349 members 
Mstep: Class 33 contains 18181 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 16688 members 
Mstep: Class 36 contains 46501 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28086 members 
Mstep: Class 40 contains 28284 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22894 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975616.000000 Penalty: 165768.828125
Iteration 408Q: 49 clusters Score -2.079756e+08 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 28707 members 
Mstep: Class 3 contains 46917 members 
Mstep: Class 4 contains 5092 members 
Mstep: Class 5 contains 24631 members 
Mstep: Class 6 contains 35227 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46228 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 25602 members 
Mstep: Class 11 contains 51147 members 
Mstep: Class 12 contains 69852 members 
Mstep: Class 13 contains 52758 members 
Mstep: Class 14 contains 4675 members 
Mstep: Class 15 contains 29282 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41296 members 
Mstep: Class 18 contains 46736 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23637 members 
Mstep: Class 22 contains 40644 members 
Mstep: Class 23 contains 17474 members 
Mstep: Class 24 contains 23580 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45997 members 
Mstep: Class 28 contains 21468 members 
Mstep: Class 29 contains 26670 members 
Mstep: Class 30 contains 59441 members 
Mstep: Class 31 contains 54015 members 
Mstep: Class 32 contains 66322 members 
Mstep: Class 33 contains 18176 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 16549 members 
Mstep: Class 36 contains 46492 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28094 members 
Mstep: Class 40 contains 28301 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22870 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43560 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975936.000000 Penalty: 165768.828125
Iteration 409Q: 49 clusters Score -2.079759e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 28725 members 
Mstep: Class 3 contains 46856 members 
Mstep: Class 4 contains 5090 members 
Mstep: Class 5 contains 24658 members 
Mstep: Class 6 contains 35556 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46229 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 25614 members 
Mstep: Class 11 contains 51165 members 
Mstep: Class 12 contains 69840 members 
Mstep: Class 13 contains 52763 members 
Mstep: Class 14 contains 4672 members 
Mstep: Class 15 contains 29283 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41259 members 
Mstep: Class 18 contains 46745 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23610 members 
Mstep: Class 22 contains 40655 members 
Mstep: Class 23 contains 17467 members 
Mstep: Class 24 contains 23530 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45978 members 
Mstep: Class 28 contains 21465 members 
Mstep: Class 29 contains 26661 members 
Mstep: Class 30 contains 59445 members 
Mstep: Class 31 contains 54022 members 
Mstep: Class 32 contains 66328 members 
Mstep: Class 33 contains 18163 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 16447 members 
Mstep: Class 36 contains 46495 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28114 members 
Mstep: Class 40 contains 28309 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22834 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43462 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975856.000000 Penalty: 165768.828125
Iteration 410Q: 49 clusters Score -2.079759e+08 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 28741 members 
Mstep: Class 3 contains 46796 members 
Mstep: Class 4 contains 5089 members 
Mstep: Class 5 contains 24688 members 
Mstep: Class 6 contains 35867 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46212 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 25620 members 
Mstep: Class 11 contains 51177 members 
Mstep: Class 12 contains 69831 members 
Mstep: Class 13 contains 52744 members 
Mstep: Class 14 contains 4669 members 
Mstep: Class 15 contains 29298 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41234 members 
Mstep: Class 18 contains 46744 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23582 members 
Mstep: Class 22 contains 40646 members 
Mstep: Class 23 contains 17468 members 
Mstep: Class 24 contains 23490 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45962 members 
Mstep: Class 28 contains 21462 members 
Mstep: Class 29 contains 26642 members 
Mstep: Class 30 contains 59439 members 
Mstep: Class 31 contains 54036 members 
Mstep: Class 32 contains 66344 members 
Mstep: Class 33 contains 18164 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 16347 members 
Mstep: Class 36 contains 46490 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28134 members 
Mstep: Class 40 contains 28308 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22820 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43396 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976368.000000 Penalty: 165768.828125
Iteration 411Q: 49 clusters Score -2.079764e+08 nChanged 2162
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 28745 members 
Mstep: Class 3 contains 46749 members 
Mstep: Class 4 contains 5085 members 
Mstep: Class 5 contains 24720 members 
Mstep: Class 6 contains 36173 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46236 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 25636 members 
Mstep: Class 11 contains 51214 members 
Mstep: Class 12 contains 69829 members 
Mstep: Class 13 contains 52743 members 
Mstep: Class 14 contains 4668 members 
Mstep: Class 15 contains 29304 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41202 members 
Mstep: Class 18 contains 46754 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23541 members 
Mstep: Class 22 contains 40632 members 
Mstep: Class 23 contains 17464 members 
Mstep: Class 24 contains 23464 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45887 members 
Mstep: Class 28 contains 21453 members 
Mstep: Class 29 contains 26627 members 
Mstep: Class 30 contains 59425 members 
Mstep: Class 31 contains 54032 members 
Mstep: Class 32 contains 66338 members 
Mstep: Class 33 contains 18163 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 16249 members 
Mstep: Class 36 contains 46473 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28166 members 
Mstep: Class 40 contains 28316 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22815 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43335 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976128.000000 Penalty: 165768.828125
Iteration 412Q: 49 clusters Score -2.079761e+08 nChanged 2275
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 28751 members 
Mstep: Class 3 contains 46687 members 
Mstep: Class 4 contains 5083 members 
Mstep: Class 5 contains 24749 members 
Mstep: Class 6 contains 36536 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46251 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25639 members 
Mstep: Class 11 contains 51251 members 
Mstep: Class 12 contains 69823 members 
Mstep: Class 13 contains 52744 members 
Mstep: Class 14 contains 4665 members 
Mstep: Class 15 contains 29306 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41178 members 
Mstep: Class 18 contains 46754 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23512 members 
Mstep: Class 22 contains 40618 members 
Mstep: Class 23 contains 17458 members 
Mstep: Class 24 contains 23433 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45813 members 
Mstep: Class 28 contains 21449 members 
Mstep: Class 29 contains 26605 members 
Mstep: Class 30 contains 59403 members 
Mstep: Class 31 contains 54018 members 
Mstep: Class 32 contains 66312 members 
Mstep: Class 33 contains 18165 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 16165 members 
Mstep: Class 36 contains 46452 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28196 members 
Mstep: Class 40 contains 28317 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22819 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976176.000000 Penalty: 165768.828125
Iteration 413Q: 49 clusters Score -2.079762e+08 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7148 members 
Mstep: Class 2 contains 28755 members 
Mstep: Class 3 contains 46626 members 
Mstep: Class 4 contains 5079 members 
Mstep: Class 5 contains 24771 members 
Mstep: Class 6 contains 36892 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46260 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25632 members 
Mstep: Class 11 contains 51285 members 
Mstep: Class 12 contains 69819 members 
Mstep: Class 13 contains 52734 members 
Mstep: Class 14 contains 4663 members 
Mstep: Class 15 contains 29323 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41196 members 
Mstep: Class 18 contains 46762 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23473 members 
Mstep: Class 22 contains 40594 members 
Mstep: Class 23 contains 17461 members 
Mstep: Class 24 contains 23408 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45746 members 
Mstep: Class 28 contains 21446 members 
Mstep: Class 29 contains 26597 members 
Mstep: Class 30 contains 59416 members 
Mstep: Class 31 contains 54007 members 
Mstep: Class 32 contains 66290 members 
Mstep: Class 33 contains 18164 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 16069 members 
Mstep: Class 36 contains 46426 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28228 members 
Mstep: Class 40 contains 28317 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22789 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43209 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976256.000000 Penalty: 165768.828125
Iteration 414Q: 49 clusters Score -2.079763e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 28773 members 
Mstep: Class 3 contains 46613 members 
Mstep: Class 4 contains 5079 members 
Mstep: Class 5 contains 24801 members 
Mstep: Class 6 contains 37261 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46209 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 25620 members 
Mstep: Class 11 contains 51315 members 
Mstep: Class 12 contains 69807 members 
Mstep: Class 13 contains 52736 members 
Mstep: Class 14 contains 4660 members 
Mstep: Class 15 contains 29311 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41214 members 
Mstep: Class 18 contains 46774 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23459 members 
Mstep: Class 22 contains 40531 members 
Mstep: Class 23 contains 17458 members 
Mstep: Class 24 contains 23395 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45659 members 
Mstep: Class 28 contains 21445 members 
Mstep: Class 29 contains 26571 members 
Mstep: Class 30 contains 59422 members 
Mstep: Class 31 contains 53985 members 
Mstep: Class 32 contains 66286 members 
Mstep: Class 33 contains 18163 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15982 members 
Mstep: Class 36 contains 46399 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28274 members 
Mstep: Class 40 contains 28319 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22757 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43161 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976672.000000 Penalty: 165768.828125
Iteration 415Q: 49 clusters Score -2.079767e+08 nChanged 2324
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 28763 members 
Mstep: Class 3 contains 46558 members 
Mstep: Class 4 contains 5078 members 
Mstep: Class 5 contains 24834 members 
Mstep: Class 6 contains 37616 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46183 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25613 members 
Mstep: Class 11 contains 51336 members 
Mstep: Class 12 contains 69795 members 
Mstep: Class 13 contains 52726 members 
Mstep: Class 14 contains 4657 members 
Mstep: Class 15 contains 29309 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41220 members 
Mstep: Class 18 contains 46782 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23436 members 
Mstep: Class 22 contains 40472 members 
Mstep: Class 23 contains 17447 members 
Mstep: Class 24 contains 23371 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45642 members 
Mstep: Class 28 contains 21442 members 
Mstep: Class 29 contains 26562 members 
Mstep: Class 30 contains 59433 members 
Mstep: Class 31 contains 53973 members 
Mstep: Class 32 contains 66272 members 
Mstep: Class 33 contains 18160 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15910 members 
Mstep: Class 36 contains 46384 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28307 members 
Mstep: Class 40 contains 28327 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22725 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43105 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207977008.000000 Penalty: 165768.828125
Iteration 416Q: 49 clusters Score -2.07977e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28766 members 
Mstep: Class 3 contains 46493 members 
Mstep: Class 4 contains 5075 members 
Mstep: Class 5 contains 24856 members 
Mstep: Class 6 contains 37955 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46203 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 25620 members 
Mstep: Class 11 contains 51332 members 
Mstep: Class 12 contains 69790 members 
Mstep: Class 13 contains 52742 members 
Mstep: Class 14 contains 4655 members 
Mstep: Class 15 contains 29303 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41198 members 
Mstep: Class 18 contains 46805 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23428 members 
Mstep: Class 22 contains 40426 members 
Mstep: Class 23 contains 17444 members 
Mstep: Class 24 contains 23357 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45609 members 
Mstep: Class 28 contains 21441 members 
Mstep: Class 29 contains 26530 members 
Mstep: Class 30 contains 59422 members 
Mstep: Class 31 contains 53964 members 
Mstep: Class 32 contains 66244 members 
Mstep: Class 33 contains 18157 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15858 members 
Mstep: Class 36 contains 46380 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28310 members 
Mstep: Class 40 contains 28336 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22703 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43038 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976272.000000 Penalty: 165768.828125
Iteration 417Q: 49 clusters Score -2.079763e+08 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28767 members 
Mstep: Class 3 contains 46434 members 
Mstep: Class 4 contains 5072 members 
Mstep: Class 5 contains 24899 members 
Mstep: Class 6 contains 38294 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46161 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 25613 members 
Mstep: Class 11 contains 51324 members 
Mstep: Class 12 contains 69790 members 
Mstep: Class 13 contains 52738 members 
Mstep: Class 14 contains 4655 members 
Mstep: Class 15 contains 29297 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41187 members 
Mstep: Class 18 contains 46818 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23427 members 
Mstep: Class 22 contains 40339 members 
Mstep: Class 23 contains 17438 members 
Mstep: Class 24 contains 23336 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45627 members 
Mstep: Class 28 contains 21437 members 
Mstep: Class 29 contains 26511 members 
Mstep: Class 30 contains 59422 members 
Mstep: Class 31 contains 53961 members 
Mstep: Class 32 contains 66243 members 
Mstep: Class 33 contains 18154 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15799 members 
Mstep: Class 36 contains 46354 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28313 members 
Mstep: Class 40 contains 28332 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22702 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 42998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975568.000000 Penalty: 165768.828125
Iteration 418Q: 49 clusters Score -2.079756e+08 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28765 members 
Mstep: Class 3 contains 46384 members 
Mstep: Class 4 contains 5068 members 
Mstep: Class 5 contains 24951 members 
Mstep: Class 6 contains 38617 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46097 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 25609 members 
Mstep: Class 11 contains 51337 members 
Mstep: Class 12 contains 69789 members 
Mstep: Class 13 contains 52740 members 
Mstep: Class 14 contains 4659 members 
Mstep: Class 15 contains 29293 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41188 members 
Mstep: Class 18 contains 46828 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23423 members 
Mstep: Class 22 contains 40245 members 
Mstep: Class 23 contains 17440 members 
Mstep: Class 24 contains 23308 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45641 members 
Mstep: Class 28 contains 21433 members 
Mstep: Class 29 contains 26495 members 
Mstep: Class 30 contains 59413 members 
Mstep: Class 31 contains 53968 members 
Mstep: Class 32 contains 66250 members 
Mstep: Class 33 contains 18152 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15720 members 
Mstep: Class 36 contains 46335 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28294 members 
Mstep: Class 40 contains 28339 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22706 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 42955 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975696.000000 Penalty: 165768.828125
Iteration 419Q: 49 clusters Score -2.079757e+08 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28761 members 
Mstep: Class 3 contains 46326 members 
Mstep: Class 4 contains 5061 members 
Mstep: Class 5 contains 24984 members 
Mstep: Class 6 contains 38937 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46030 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 25614 members 
Mstep: Class 11 contains 51341 members 
Mstep: Class 12 contains 69782 members 
Mstep: Class 13 contains 52753 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 29296 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41205 members 
Mstep: Class 18 contains 46823 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23417 members 
Mstep: Class 22 contains 40163 members 
Mstep: Class 23 contains 17442 members 
Mstep: Class 24 contains 23291 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45679 members 
Mstep: Class 28 contains 21431 members 
Mstep: Class 29 contains 26489 members 
Mstep: Class 30 contains 59401 members 
Mstep: Class 31 contains 53966 members 
Mstep: Class 32 contains 66251 members 
Mstep: Class 33 contains 18148 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15646 members 
Mstep: Class 36 contains 46315 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28256 members 
Mstep: Class 40 contains 28349 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22708 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 42921 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975568.000000 Penalty: 165768.828125
Iteration 420F: 49 clusters Score -2.079756e+08 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28751 members 
Mstep: Class 3 contains 46288 members 
Mstep: Class 4 contains 5055 members 
Mstep: Class 5 contains 25037 members 
Mstep: Class 6 contains 39217 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46010 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 25634 members 
Mstep: Class 11 contains 51335 members 
Mstep: Class 12 contains 69789 members 
Mstep: Class 13 contains 52763 members 
Mstep: Class 14 contains 4656 members 
Mstep: Class 15 contains 29291 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41225 members 
Mstep: Class 18 contains 46826 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23407 members 
Mstep: Class 22 contains 40058 members 
Mstep: Class 23 contains 17435 members 
Mstep: Class 24 contains 23245 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45688 members 
Mstep: Class 28 contains 21427 members 
Mstep: Class 29 contains 26490 members 
Mstep: Class 30 contains 59402 members 
Mstep: Class 31 contains 53961 members 
Mstep: Class 32 contains 66256 members 
Mstep: Class 33 contains 18148 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15573 members 
Mstep: Class 36 contains 46291 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28234 members 
Mstep: Class 40 contains 28341 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22730 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 42877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975728.000000 Penalty: 165768.828125
Iteration 421Q: 49 clusters Score -2.079757e+08 nChanged 2514
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 28766 members 
Mstep: Class 3 contains 46265 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 25072 members 
Mstep: Class 6 contains 39407 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46030 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 25645 members 
Mstep: Class 11 contains 51322 members 
Mstep: Class 12 contains 69796 members 
Mstep: Class 13 contains 52784 members 
Mstep: Class 14 contains 4654 members 
Mstep: Class 15 contains 29298 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41231 members 
Mstep: Class 18 contains 46825 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23370 members 
Mstep: Class 22 contains 39962 members 
Mstep: Class 23 contains 17427 members 
Mstep: Class 24 contains 23218 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45672 members 
Mstep: Class 28 contains 21423 members 
Mstep: Class 29 contains 26500 members 
Mstep: Class 30 contains 59405 members 
Mstep: Class 31 contains 53947 members 
Mstep: Class 32 contains 66247 members 
Mstep: Class 33 contains 18148 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15516 members 
Mstep: Class 36 contains 46288 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28225 members 
Mstep: Class 40 contains 28325 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22745 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 42873 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975952.000000 Penalty: 165768.828125
Iteration 422Q: 49 clusters Score -2.07976e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 28790 members 
Mstep: Class 3 contains 46224 members 
Mstep: Class 4 contains 5051 members 
Mstep: Class 5 contains 25111 members 
Mstep: Class 6 contains 39524 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46023 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 25665 members 
Mstep: Class 11 contains 51329 members 
Mstep: Class 12 contains 69800 members 
Mstep: Class 13 contains 52784 members 
Mstep: Class 14 contains 4653 members 
Mstep: Class 15 contains 29308 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41245 members 
Mstep: Class 18 contains 46814 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23320 members 
Mstep: Class 22 contains 39847 members 
Mstep: Class 23 contains 17425 members 
Mstep: Class 24 contains 23199 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45713 members 
Mstep: Class 28 contains 21424 members 
Mstep: Class 29 contains 26476 members 
Mstep: Class 30 contains 59419 members 
Mstep: Class 31 contains 53944 members 
Mstep: Class 32 contains 66251 members 
Mstep: Class 33 contains 18144 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15440 members 
Mstep: Class 36 contains 46261 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28227 members 
Mstep: Class 40 contains 28300 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22806 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 42922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975776.000000 Penalty: 165768.828125
Iteration 423Q: 49 clusters Score -2.079758e+08 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 28815 members 
Mstep: Class 3 contains 46181 members 
Mstep: Class 4 contains 5045 members 
Mstep: Class 5 contains 25155 members 
Mstep: Class 6 contains 39585 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46038 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 25672 members 
Mstep: Class 11 contains 51349 members 
Mstep: Class 12 contains 69799 members 
Mstep: Class 13 contains 52794 members 
Mstep: Class 14 contains 4650 members 
Mstep: Class 15 contains 29309 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41264 members 
Mstep: Class 18 contains 46820 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23263 members 
Mstep: Class 22 contains 39764 members 
Mstep: Class 23 contains 17432 members 
Mstep: Class 24 contains 23173 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45786 members 
Mstep: Class 28 contains 21425 members 
Mstep: Class 29 contains 26482 members 
Mstep: Class 30 contains 59431 members 
Mstep: Class 31 contains 53923 members 
Mstep: Class 32 contains 66238 members 
Mstep: Class 33 contains 18139 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15360 members 
Mstep: Class 36 contains 46238 members 
Mstep: Class 37 contains 1685 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28225 members 
Mstep: Class 40 contains 28292 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22854 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 42940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975808.000000 Penalty: 165768.828125
Iteration 424Q: 49 clusters Score -2.079758e+08 nChanged 2469
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 28865 members 
Mstep: Class 3 contains 46150 members 
Mstep: Class 4 contains 5037 members 
Mstep: Class 5 contains 25186 members 
Mstep: Class 6 contains 39671 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 45968 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 25673 members 
Mstep: Class 11 contains 51361 members 
Mstep: Class 12 contains 69793 members 
Mstep: Class 13 contains 52812 members 
Mstep: Class 14 contains 4648 members 
Mstep: Class 15 contains 29300 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41300 members 
Mstep: Class 18 contains 46819 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23227 members 
Mstep: Class 22 contains 39687 members 
Mstep: Class 23 contains 17425 members 
Mstep: Class 24 contains 23155 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45856 members 
Mstep: Class 28 contains 21425 members 
Mstep: Class 29 contains 26487 members 
Mstep: Class 30 contains 59422 members 
Mstep: Class 31 contains 53914 members 
Mstep: Class 32 contains 66217 members 
Mstep: Class 33 contains 18129 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15311 members 
Mstep: Class 36 contains 46225 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28188 members 
Mstep: Class 40 contains 28291 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22899 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43002 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975488.000000 Penalty: 165768.828125
Iteration 425Q: 49 clusters Score -2.079755e+08 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 28906 members 
Mstep: Class 3 contains 46146 members 
Mstep: Class 4 contains 5033 members 
Mstep: Class 5 contains 25223 members 
Mstep: Class 6 contains 39729 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 45930 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 25659 members 
Mstep: Class 11 contains 51383 members 
Mstep: Class 12 contains 69802 members 
Mstep: Class 13 contains 52816 members 
Mstep: Class 14 contains 4646 members 
Mstep: Class 15 contains 29308 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41348 members 
Mstep: Class 18 contains 46812 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23187 members 
Mstep: Class 22 contains 39613 members 
Mstep: Class 23 contains 17409 members 
Mstep: Class 24 contains 23119 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45912 members 
Mstep: Class 28 contains 21422 members 
Mstep: Class 29 contains 26489 members 
Mstep: Class 30 contains 59424 members 
Mstep: Class 31 contains 53891 members 
Mstep: Class 32 contains 66215 members 
Mstep: Class 33 contains 18131 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15254 members 
Mstep: Class 36 contains 46220 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28163 members 
Mstep: Class 40 contains 28294 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22938 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976096.000000 Penalty: 165768.828125
Iteration 426Q: 49 clusters Score -2.079761e+08 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28933 members 
Mstep: Class 3 contains 46118 members 
Mstep: Class 4 contains 5028 members 
Mstep: Class 5 contains 25264 members 
Mstep: Class 6 contains 39797 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 45967 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 25661 members 
Mstep: Class 11 contains 51396 members 
Mstep: Class 12 contains 69823 members 
Mstep: Class 13 contains 52797 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 29305 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41397 members 
Mstep: Class 18 contains 46819 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23143 members 
Mstep: Class 22 contains 39552 members 
Mstep: Class 23 contains 17406 members 
Mstep: Class 24 contains 23097 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45891 members 
Mstep: Class 28 contains 21423 members 
Mstep: Class 29 contains 26472 members 
Mstep: Class 30 contains 59429 members 
Mstep: Class 31 contains 53892 members 
Mstep: Class 32 contains 66203 members 
Mstep: Class 33 contains 18134 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15202 members 
Mstep: Class 36 contains 46202 members 
Mstep: Class 37 contains 1686 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28150 members 
Mstep: Class 40 contains 28299 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22978 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43020 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975696.000000 Penalty: 165768.828125
Iteration 427Q: 49 clusters Score -2.079757e+08 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28945 members 
Mstep: Class 3 contains 46049 members 
Mstep: Class 4 contains 5022 members 
Mstep: Class 5 contains 25302 members 
Mstep: Class 6 contains 39835 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46052 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 25652 members 
Mstep: Class 11 contains 51389 members 
Mstep: Class 12 contains 69828 members 
Mstep: Class 13 contains 52797 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 29310 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41446 members 
Mstep: Class 18 contains 46822 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23067 members 
Mstep: Class 22 contains 39498 members 
Mstep: Class 23 contains 17402 members 
Mstep: Class 24 contains 23073 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45885 members 
Mstep: Class 28 contains 21421 members 
Mstep: Class 29 contains 26465 members 
Mstep: Class 30 contains 59432 members 
Mstep: Class 31 contains 53891 members 
Mstep: Class 32 contains 66192 members 
Mstep: Class 33 contains 18138 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15168 members 
Mstep: Class 36 contains 46190 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28162 members 
Mstep: Class 40 contains 28350 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22988 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975312.000000 Penalty: 165768.828125
Iteration 428Q: 49 clusters Score -2.079753e+08 nChanged 2452
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28954 members 
Mstep: Class 3 contains 45948 members 
Mstep: Class 4 contains 5012 members 
Mstep: Class 5 contains 25351 members 
Mstep: Class 6 contains 39832 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46083 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 25660 members 
Mstep: Class 11 contains 51384 members 
Mstep: Class 12 contains 69831 members 
Mstep: Class 13 contains 52788 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 29328 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41486 members 
Mstep: Class 18 contains 46836 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23010 members 
Mstep: Class 22 contains 39434 members 
Mstep: Class 23 contains 17399 members 
Mstep: Class 24 contains 23034 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45935 members 
Mstep: Class 28 contains 21419 members 
Mstep: Class 29 contains 26457 members 
Mstep: Class 30 contains 59430 members 
Mstep: Class 31 contains 53876 members 
Mstep: Class 32 contains 66194 members 
Mstep: Class 33 contains 18139 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15139 members 
Mstep: Class 36 contains 46177 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28201 members 
Mstep: Class 40 contains 28363 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22999 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43103 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975120.000000 Penalty: 165768.828125
Iteration 429Q: 49 clusters Score -2.079751e+08 nChanged 2511
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28949 members 
Mstep: Class 3 contains 45858 members 
Mstep: Class 4 contains 5003 members 
Mstep: Class 5 contains 25381 members 
Mstep: Class 6 contains 39799 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46158 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 25648 members 
Mstep: Class 11 contains 51393 members 
Mstep: Class 12 contains 69826 members 
Mstep: Class 13 contains 52784 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 29329 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41534 members 
Mstep: Class 18 contains 46857 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22970 members 
Mstep: Class 22 contains 39377 members 
Mstep: Class 23 contains 17383 members 
Mstep: Class 24 contains 23006 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45931 members 
Mstep: Class 28 contains 21421 members 
Mstep: Class 29 contains 26457 members 
Mstep: Class 30 contains 59442 members 
Mstep: Class 31 contains 53879 members 
Mstep: Class 32 contains 66199 members 
Mstep: Class 33 contains 18128 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15107 members 
Mstep: Class 36 contains 46160 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28236 members 
Mstep: Class 40 contains 28394 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22997 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43195 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975520.000000 Penalty: 165768.828125
Iteration 430Q: 49 clusters Score -2.079755e+08 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28951 members 
Mstep: Class 3 contains 45772 members 
Mstep: Class 4 contains 4997 members 
Mstep: Class 5 contains 25403 members 
Mstep: Class 6 contains 39769 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46238 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 25640 members 
Mstep: Class 11 contains 51371 members 
Mstep: Class 12 contains 69829 members 
Mstep: Class 13 contains 52761 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 29359 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41596 members 
Mstep: Class 18 contains 46854 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22935 members 
Mstep: Class 22 contains 39272 members 
Mstep: Class 23 contains 17378 members 
Mstep: Class 24 contains 22986 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45953 members 
Mstep: Class 28 contains 21423 members 
Mstep: Class 29 contains 26469 members 
Mstep: Class 30 contains 59472 members 
Mstep: Class 31 contains 53880 members 
Mstep: Class 32 contains 66217 members 
Mstep: Class 33 contains 18124 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15080 members 
Mstep: Class 36 contains 46158 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28260 members 
Mstep: Class 40 contains 28423 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22973 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43259 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974928.000000 Penalty: 165768.828125
Iteration 431Q: 49 clusters Score -2.079749e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28938 members 
Mstep: Class 3 contains 45687 members 
Mstep: Class 4 contains 4990 members 
Mstep: Class 5 contains 25436 members 
Mstep: Class 6 contains 39721 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46281 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 25642 members 
Mstep: Class 11 contains 51374 members 
Mstep: Class 12 contains 69834 members 
Mstep: Class 13 contains 52738 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 29356 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41680 members 
Mstep: Class 18 contains 46877 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22890 members 
Mstep: Class 22 contains 39188 members 
Mstep: Class 23 contains 17372 members 
Mstep: Class 24 contains 22957 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45959 members 
Mstep: Class 28 contains 21425 members 
Mstep: Class 29 contains 26468 members 
Mstep: Class 30 contains 59506 members 
Mstep: Class 31 contains 53866 members 
Mstep: Class 32 contains 66209 members 
Mstep: Class 33 contains 18124 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15053 members 
Mstep: Class 36 contains 46161 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28284 members 
Mstep: Class 40 contains 28449 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22976 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974832.000000 Penalty: 165768.828125
Iteration 432Q: 49 clusters Score -2.079748e+08 nChanged 2683
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28950 members 
Mstep: Class 3 contains 45641 members 
Mstep: Class 4 contains 4986 members 
Mstep: Class 5 contains 25463 members 
Mstep: Class 6 contains 39675 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46345 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 25630 members 
Mstep: Class 11 contains 51397 members 
Mstep: Class 12 contains 69839 members 
Mstep: Class 13 contains 52725 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 29350 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41780 members 
Mstep: Class 18 contains 46892 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22851 members 
Mstep: Class 22 contains 39082 members 
Mstep: Class 23 contains 17369 members 
Mstep: Class 24 contains 22912 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45959 members 
Mstep: Class 28 contains 21426 members 
Mstep: Class 29 contains 26472 members 
Mstep: Class 30 contains 59523 members 
Mstep: Class 31 contains 53863 members 
Mstep: Class 32 contains 66197 members 
Mstep: Class 33 contains 18120 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15037 members 
Mstep: Class 36 contains 46149 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28300 members 
Mstep: Class 40 contains 28484 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22976 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974480.000000 Penalty: 165768.828125
Iteration 433Q: 49 clusters Score -2.079745e+08 nChanged 2668
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28972 members 
Mstep: Class 3 contains 45587 members 
Mstep: Class 4 contains 4980 members 
Mstep: Class 5 contains 25479 members 
Mstep: Class 6 contains 39593 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46387 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 25626 members 
Mstep: Class 11 contains 51410 members 
Mstep: Class 12 contains 69839 members 
Mstep: Class 13 contains 52721 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 29330 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41853 members 
Mstep: Class 18 contains 46904 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22807 members 
Mstep: Class 22 contains 38994 members 
Mstep: Class 23 contains 17357 members 
Mstep: Class 24 contains 22885 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45939 members 
Mstep: Class 28 contains 21423 members 
Mstep: Class 29 contains 26483 members 
Mstep: Class 30 contains 59553 members 
Mstep: Class 31 contains 53856 members 
Mstep: Class 32 contains 66172 members 
Mstep: Class 33 contains 18119 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15030 members 
Mstep: Class 36 contains 46153 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28324 members 
Mstep: Class 40 contains 28524 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22985 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43519 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974496.000000 Penalty: 165768.828125
Iteration 434Q: 49 clusters Score -2.079745e+08 nChanged 2616
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28984 members 
Mstep: Class 3 contains 45520 members 
Mstep: Class 4 contains 4974 members 
Mstep: Class 5 contains 25487 members 
Mstep: Class 6 contains 39480 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46452 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 25636 members 
Mstep: Class 11 contains 51417 members 
Mstep: Class 12 contains 69836 members 
Mstep: Class 13 contains 52699 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 29340 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41906 members 
Mstep: Class 18 contains 46929 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22766 members 
Mstep: Class 22 contains 38919 members 
Mstep: Class 23 contains 17353 members 
Mstep: Class 24 contains 22856 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45929 members 
Mstep: Class 28 contains 21421 members 
Mstep: Class 29 contains 26483 members 
Mstep: Class 30 contains 59572 members 
Mstep: Class 31 contains 53834 members 
Mstep: Class 32 contains 66171 members 
Mstep: Class 33 contains 18114 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15019 members 
Mstep: Class 36 contains 46154 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28349 members 
Mstep: Class 40 contains 28562 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22989 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43654 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974384.000000 Penalty: 165768.828125
Iteration 435Q: 49 clusters Score -2.079744e+08 nChanged 2516
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28998 members 
Mstep: Class 3 contains 45440 members 
Mstep: Class 4 contains 4965 members 
Mstep: Class 5 contains 25520 members 
Mstep: Class 6 contains 39375 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46460 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 25634 members 
Mstep: Class 11 contains 51448 members 
Mstep: Class 12 contains 69840 members 
Mstep: Class 13 contains 52675 members 
Mstep: Class 14 contains 4636 members 
Mstep: Class 15 contains 29348 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 41972 members 
Mstep: Class 18 contains 46938 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22739 members 
Mstep: Class 22 contains 38846 members 
Mstep: Class 23 contains 17351 members 
Mstep: Class 24 contains 22835 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45961 members 
Mstep: Class 28 contains 21423 members 
Mstep: Class 29 contains 26488 members 
Mstep: Class 30 contains 59576 members 
Mstep: Class 31 contains 53820 members 
Mstep: Class 32 contains 66166 members 
Mstep: Class 33 contains 18119 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15001 members 
Mstep: Class 36 contains 46154 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28376 members 
Mstep: Class 40 contains 28597 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22965 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43775 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974272.000000 Penalty: 165768.828125
Iteration 436Q: 49 clusters Score -2.079743e+08 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 29008 members 
Mstep: Class 3 contains 45361 members 
Mstep: Class 4 contains 4955 members 
Mstep: Class 5 contains 25525 members 
Mstep: Class 6 contains 39285 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46496 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 25628 members 
Mstep: Class 11 contains 51452 members 
Mstep: Class 12 contains 69838 members 
Mstep: Class 13 contains 52659 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 29362 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42082 members 
Mstep: Class 18 contains 46949 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22704 members 
Mstep: Class 22 contains 38778 members 
Mstep: Class 23 contains 17360 members 
Mstep: Class 24 contains 22822 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 45960 members 
Mstep: Class 28 contains 21423 members 
Mstep: Class 29 contains 26505 members 
Mstep: Class 30 contains 59601 members 
Mstep: Class 31 contains 53820 members 
Mstep: Class 32 contains 66161 members 
Mstep: Class 33 contains 18119 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14975 members 
Mstep: Class 36 contains 46153 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28399 members 
Mstep: Class 40 contains 28630 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22950 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43842 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974192.000000 Penalty: 165768.828125
Iteration 437Q: 49 clusters Score -2.079742e+08 nChanged 2670
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 29015 members 
Mstep: Class 3 contains 45250 members 
Mstep: Class 4 contains 4947 members 
Mstep: Class 5 contains 25542 members 
Mstep: Class 6 contains 39167 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46493 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 25618 members 
Mstep: Class 11 contains 51452 members 
Mstep: Class 12 contains 69845 members 
Mstep: Class 13 contains 52645 members 
Mstep: Class 14 contains 4639 members 
Mstep: Class 15 contains 29366 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42197 members 
Mstep: Class 18 contains 46968 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22646 members 
Mstep: Class 22 contains 38720 members 
Mstep: Class 23 contains 17378 members 
Mstep: Class 24 contains 22796 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46014 members 
Mstep: Class 28 contains 21428 members 
Mstep: Class 29 contains 26526 members 
Mstep: Class 30 contains 59623 members 
Mstep: Class 31 contains 53820 members 
Mstep: Class 32 contains 66152 members 
Mstep: Class 33 contains 18113 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14959 members 
Mstep: Class 36 contains 46152 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28413 members 
Mstep: Class 40 contains 28709 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22938 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973712.000000 Penalty: 165768.828125
Iteration 438Q: 49 clusters Score -2.079737e+08 nChanged 2726
Entering ConstructFrom: 
Score: -207973712.000000 Penalty: 165768.828125
Entering ConstructFrom: 
Trying to split cluster 1 (7146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Entering Unmasked Estep 
Score: -1302876.000000 Penalty: 2200.828369
	Iteration 0F: 2 clusters Score -1302876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1297024.875000 Penalty: 4401.656738
	Iteration 0F: 3 clusters Score -1297025 nChanged 2871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4007 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
Score: -1298620.750000 Penalty: 4401.656738
	Iteration 1F: 3 clusters Score -1298621 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4185 members 
Mstep: Class 2 contains 2961 members 
Entering Unmasked Estep 
Score: -1298937.875000 Penalty: 4401.656738
	Iteration 2F: 3 clusters Score -1298938 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -1299250.000000 Penalty: 4401.656738
	Iteration 3F: 3 clusters Score -1299250 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4653 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -1299592.750000 Penalty: 4401.656738
	Iteration 4F: 3 clusters Score -1299593 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4921 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -1299931.750000 Penalty: 4401.656738
	Iteration 5F: 3 clusters Score -1299932 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5157 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1300228.750000 Penalty: 4401.656738
	Iteration 6F: 3 clusters Score -1300229 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5383 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1300484.125000 Penalty: 4401.656738
	Iteration 7Q: 3 clusters Score -1300484 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5585 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -1300699.250000 Penalty: 4401.656738
	Iteration 8Q: 3 clusters Score -1300699 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5720 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -1300844.125000 Penalty: 4401.656738
	Iteration 9Q: 3 clusters Score -1300844 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -1300941.125000 Penalty: 4401.656738
	Iteration 10Q: 3 clusters Score -1300941 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -1301008.875000 Penalty: 4401.656738
	Iteration 11Q: 3 clusters Score -1301009 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -1301054.500000 Penalty: 4401.656738
	Iteration 12Q: 3 clusters Score -1301054 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5963 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -1301082.500000 Penalty: 4401.656738
	Iteration 13Q: 3 clusters Score -1301082 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5978 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1301097.500000 Penalty: 4401.656738
	Iteration 14Q: 3 clusters Score -1301098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5986 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1301113.000000 Penalty: 4401.656738
	Iteration 15Q: 3 clusters Score -1301113 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5997 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1301119.250000 Penalty: 4401.656738
	Iteration 16Q: 3 clusters Score -1301119 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6008 members 
Mstep: Class 2 contains 1138 members 
Entering Unmasked Estep 
Score: -1301127.625000 Penalty: 4401.656738
	Iteration 17Q: 3 clusters Score -1301128 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6016 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1301131.000000 Penalty: 4401.656738
	Iteration 18Q: 3 clusters Score -1301131 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6022 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1301135.125000 Penalty: 4401.656738
	Iteration 19Q: 3 clusters Score -1301135 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1301138.875000 Penalty: 4401.656738
	Iteration 20F: 3 clusters Score -1301139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6029 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1301142.500000 Penalty: 4401.656738
	Iteration 21Q: 3 clusters Score -1301142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6035 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -1301143.875000 Penalty: 4401.656738
	Iteration 22Q: 3 clusters Score -1301144 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1301151.625000 Penalty: 4401.656738
	Iteration 23Q: 3 clusters Score -1301152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1301149.750000 Penalty: 4401.656738
	Iteration 24Q: 3 clusters Score -1301150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1301151.500000 Penalty: 4401.656738
	Iteration 25Q: 3 clusters Score -1301152 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1301151.250000 Penalty: 4401.656738
	Iteration 26Q: 3 clusters Score -1301151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6037 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -1301152.875000 Penalty: 4401.656738
	Iteration 27Q: 3 clusters Score -1301153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1301153.000000 Penalty: 4401.656738
	Iteration 28Q: 3 clusters Score -1301153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6039 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1301151.000000 Penalty: 4401.656738
	Iteration 29Q: 3 clusters Score -1301151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6040 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -1301153.500000 Penalty: 4401.656738
	Iteration 30Q: 3 clusters Score -1301154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1301153.875000 Penalty: 4401.656738
	Iteration 31Q: 3 clusters Score -1301154 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6041 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1301153.875000 Penalty: 4401.656738
	Iteration 32F: 3 clusters Score -1301154 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (29007 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29007 members 
Entering Unmasked Estep 
Score: -5764963.500000 Penalty: 2548.272461
	Iteration 0F: 2 clusters Score -5764964 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -5745869.500000 Penalty: 5096.544922
	Iteration 0F: 3 clusters Score -5745870 nChanged 13027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -5752828.000000 Penalty: 5096.544922
	Iteration 1F: 3 clusters Score -5752828 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -5753270.000000 Penalty: 5096.544922
	Iteration 2Q: 3 clusters Score -5753270 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 14796 members 
Entering Unmasked Estep 
Score: -5753609.500000 Penalty: 5096.544922
	Iteration 3Q: 3 clusters Score -5753610 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14137 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -5753924.000000 Penalty: 5096.544922
	Iteration 4Q: 3 clusters Score -5753924 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14016 members 
Mstep: Class 2 contains 14991 members 
Entering Unmasked Estep 
Score: -5754154.000000 Penalty: 5096.544922
	Iteration 5Q: 3 clusters Score -5754154 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
Score: -5754338.000000 Penalty: 5096.544922
	Iteration 6Q: 3 clusters Score -5754338 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13684 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -5754569.500000 Penalty: 5096.544922
	Iteration 7Q: 3 clusters Score -5754570 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13425 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -5754818.500000 Penalty: 5096.544922
	Iteration 8Q: 3 clusters Score -5754818 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13110 members 
Mstep: Class 2 contains 15897 members 
Entering Unmasked Estep 
Score: -5755014.500000 Penalty: 5096.544922
	Iteration 9Q: 3 clusters Score -5755014 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12724 members 
Mstep: Class 2 contains 16283 members 
Entering Unmasked Estep 
Score: -5755249.500000 Penalty: 5096.544922
	Iteration 10Q: 3 clusters Score -5755250 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 16774 members 
Entering Unmasked Estep 
Score: -5755518.000000 Penalty: 5096.544922
	Iteration 11Q: 3 clusters Score -5755518 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -5755859.500000 Penalty: 5096.544922
	Iteration 12Q: 3 clusters Score -5755860 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10808 members 
Mstep: Class 2 contains 18199 members 
Entering Unmasked Estep 
Score: -5756315.500000 Penalty: 5096.544922
	Iteration 13Q: 3 clusters Score -5756316 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9787 members 
Mstep: Class 2 contains 19220 members 
Entering Unmasked Estep 
Score: -5756889.500000 Penalty: 5096.544922
	Iteration 14Q: 3 clusters Score -5756890 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8631 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -5757596.500000 Penalty: 5096.544922
	Iteration 15Q: 3 clusters Score -5757596 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -5758420.500000 Penalty: 5096.544922
	Iteration 16Q: 3 clusters Score -5758420 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6287 members 
Mstep: Class 2 contains 22720 members 
Entering Unmasked Estep 
Score: -5759161.500000 Penalty: 5096.544922
	Iteration 17Q: 3 clusters Score -5759162 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 23819 members 
Entering Unmasked Estep 
Score: -5759877.000000 Penalty: 5096.544922
	Iteration 18Q: 3 clusters Score -5759877 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4280 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -5760432.500000 Penalty: 5096.544922
	Iteration 19Q: 3 clusters Score -5760432 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -5760901.500000 Penalty: 5096.544922
	Iteration 20F: 3 clusters Score -5760902 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 25985 members 
Entering Unmasked Estep 
Score: -5761374.500000 Penalty: 5096.544922
	Iteration 21Q: 3 clusters Score -5761374 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 26426 members 
Entering Unmasked Estep 
Score: -5761838.000000 Penalty: 5096.544922
	Iteration 22Q: 3 clusters Score -5761838 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -5762225.000000 Penalty: 5096.544922
	Iteration 23Q: 3 clusters Score -5762225 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 27062 members 
Entering Unmasked Estep 
Score: -5762503.000000 Penalty: 5096.544922
	Iteration 24Q: 3 clusters Score -5762503 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 27306 members 
Entering Unmasked Estep 
Score: -5762699.500000 Penalty: 5096.544922
	Iteration 25Q: 3 clusters Score -5762700 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 27472 members 
Entering Unmasked Estep 
Score: -5762836.000000 Penalty: 5096.544922
	Iteration 26Q: 3 clusters Score -5762836 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 27598 members 
Entering Unmasked Estep 
Score: -5762900.500000 Penalty: 5096.544922
	Iteration 27Q: 3 clusters Score -5762900 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 27678 members 
Entering Unmasked Estep 
Score: -5762928.500000 Penalty: 5096.544922
	Iteration 28Q: 3 clusters Score -5762928 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 27747 members 
Entering Unmasked Estep 
Score: -5762989.000000 Penalty: 5096.544922
	Iteration 29Q: 3 clusters Score -5762989 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 27795 members 
Entering Unmasked Estep 
Score: -5763005.000000 Penalty: 5096.544922
	Iteration 30Q: 3 clusters Score -5763005 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 27836 members 
Entering Unmasked Estep 
Score: -5763028.500000 Penalty: 5096.544922
	Iteration 31Q: 3 clusters Score -5763028 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 27876 members 
Entering Unmasked Estep 
Score: -5763067.500000 Penalty: 5096.544922
	Iteration 32Q: 3 clusters Score -5763068 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 27912 members 
Entering Unmasked Estep 
Score: -5763090.000000 Penalty: 5096.544922
	Iteration 33Q: 3 clusters Score -5763090 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 27940 members 
Entering Unmasked Estep 
Score: -5763094.500000 Penalty: 5096.544922
	Iteration 34Q: 3 clusters Score -5763094 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 27957 members 
Entering Unmasked Estep 
Score: -5763117.500000 Penalty: 5096.544922
	Iteration 35Q: 3 clusters Score -5763118 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 27966 members 
Entering Unmasked Estep 
Score: -5763123.500000 Penalty: 5096.544922
	Iteration 36Q: 3 clusters Score -5763124 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5763125.500000 Penalty: 5096.544922
	Iteration 37Q: 3 clusters Score -5763126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5763129.000000 Penalty: 5096.544922
	Iteration 38Q: 3 clusters Score -5763129 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 27994 members 
Entering Unmasked Estep 
Score: -5763128.500000 Penalty: 5096.544922
	Iteration 39Q: 3 clusters Score -5763128 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -5763137.500000 Penalty: 5096.544922
	Iteration 40F: 3 clusters Score -5763138 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 28006 members 
Entering Unmasked Estep 
Score: -5763136.500000 Penalty: 5096.544922
	Iteration 41Q: 3 clusters Score -5763136 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 28015 members 
Entering Unmasked Estep 
Score: -5763139.500000 Penalty: 5096.544922
	Iteration 42Q: 3 clusters Score -5763140 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 28027 members 
Entering Unmasked Estep 
Score: -5763142.000000 Penalty: 5096.544922
	Iteration 43Q: 3 clusters Score -5763142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -5763145.000000 Penalty: 5096.544922
	Iteration 44Q: 3 clusters Score -5763145 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 28041 members 
Entering Unmasked Estep 
Score: -5763141.500000 Penalty: 5096.544922
	Iteration 45Q: 3 clusters Score -5763142 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -5763143.500000 Penalty: 5096.544922
	Iteration 46Q: 3 clusters Score -5763144 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 28053 members 
Entering Unmasked Estep 
Score: -5763150.500000 Penalty: 5096.544922
	Iteration 47Q: 3 clusters Score -5763150 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 28060 members 
Entering Unmasked Estep 
Score: -5763151.000000 Penalty: 5096.544922
	Iteration 48Q: 3 clusters Score -5763151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5763145.000000 Penalty: 5096.544922
	Iteration 49Q: 3 clusters Score -5763145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 28062 members 
Entering Unmasked Estep 
Score: -5763145.000000 Penalty: 5096.544922
	Iteration 50Q: 3 clusters Score -5763145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5763145.500000 Penalty: 5096.544922
	Iteration 51Q: 3 clusters Score -5763146 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 28064 members 
Entering Unmasked Estep 
Score: -5763143.000000 Penalty: 5096.544922
	Iteration 52Q: 3 clusters Score -5763143 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -5763147.500000 Penalty: 5096.544922
	Iteration 53Q: 3 clusters Score -5763148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 28066 members 
Entering Unmasked Estep 
Score: -5763150.000000 Penalty: 5096.544922
	Iteration 54Q: 3 clusters Score -5763150 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 28071 members 
Entering Unmasked Estep 
Score: -5763144.500000 Penalty: 5096.544922
	Iteration 55Q: 3 clusters Score -5763144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 28075 members 
Entering Unmasked Estep 
Score: -5763145.000000 Penalty: 5096.544922
	Iteration 56Q: 3 clusters Score -5763145 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 28077 members 
Entering Unmasked Estep 
Score: -5763144.000000 Penalty: 5096.544922
	Iteration 57Q: 3 clusters Score -5763144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -5763149.000000 Penalty: 5096.544922
	Iteration 58Q: 3 clusters Score -5763149 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5763144.500000 Penalty: 5096.544922
	Iteration 59Q: 3 clusters Score -5763144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -5763143.500000 Penalty: 5096.544922
	Iteration 60F: 3 clusters Score -5763144 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -5763144.500000 Penalty: 5096.544922
	Iteration 61Q: 3 clusters Score -5763144 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 28080 members 
Entering Unmasked Estep 
Score: -5763144.500000 Penalty: 5096.544922
	Iteration 62F: 3 clusters Score -5763144 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (45170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45170 members 
Entering Unmasked Estep 
Score: -8673299.000000 Penalty: 2658.110596
	Iteration 0F: 2 clusters Score -8673299 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 22574 members 
Entering Unmasked Estep 
Score: -8646284.000000 Penalty: 5316.221191
	Iteration 0F: 3 clusters Score -8646284 nChanged 20680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 23196 members 
Entering Unmasked Estep 
Score: -8657674.000000 Penalty: 5316.221191
	Iteration 1F: 3 clusters Score -8657674 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21654 members 
Mstep: Class 2 contains 23516 members 
Entering Unmasked Estep 
Score: -8658318.000000 Penalty: 5316.221191
	Iteration 2Q: 3 clusters Score -8658318 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21259 members 
Mstep: Class 2 contains 23911 members 
Entering Unmasked Estep 
Score: -8658801.000000 Penalty: 5316.221191
	Iteration 3Q: 3 clusters Score -8658801 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 24463 members 
Entering Unmasked Estep 
Score: -8659277.000000 Penalty: 5316.221191
	Iteration 4Q: 3 clusters Score -8659277 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -8659716.000000 Penalty: 5316.221191
	Iteration 5Q: 3 clusters Score -8659716 nChanged 1699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19131 members 
Mstep: Class 2 contains 26039 members 
Entering Unmasked Estep 
Score: -8660165.000000 Penalty: 5316.221191
	Iteration 6Q: 3 clusters Score -8660165 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18099 members 
Mstep: Class 2 contains 27071 members 
Entering Unmasked Estep 
Score: -8660729.000000 Penalty: 5316.221191
	Iteration 7Q: 3 clusters Score -8660729 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 28365 members 
Entering Unmasked Estep 
Score: -8661396.000000 Penalty: 5316.221191
	Iteration 8Q: 3 clusters Score -8661396 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15246 members 
Mstep: Class 2 contains 29924 members 
Entering Unmasked Estep 
Score: -8662442.000000 Penalty: 5316.221191
	Iteration 9Q: 3 clusters Score -8662442 nChanged 2179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13393 members 
Mstep: Class 2 contains 31777 members 
Entering Unmasked Estep 
Score: -8663760.000000 Penalty: 5316.221191
	Iteration 10Q: 3 clusters Score -8663760 nChanged 2320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 33765 members 
Entering Unmasked Estep 
Score: -8665430.000000 Penalty: 5316.221191
	Iteration 11F: 3 clusters Score -8665430 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 35542 members 
Entering Unmasked Estep 
Score: -8666966.000000 Penalty: 5316.221191
	Iteration 12Q: 3 clusters Score -8666966 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8206 members 
Mstep: Class 2 contains 36964 members 
Entering Unmasked Estep 
Score: -8668059.000000 Penalty: 5316.221191
	Iteration 13Q: 3 clusters Score -8668059 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 38105 members 
Entering Unmasked Estep 
Score: -8668666.000000 Penalty: 5316.221191
	Iteration 14Q: 3 clusters Score -8668666 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6045 members 
Mstep: Class 2 contains 39125 members 
Entering Unmasked Estep 
Score: -8669122.000000 Penalty: 5316.221191
	Iteration 15Q: 3 clusters Score -8669122 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5182 members 
Mstep: Class 2 contains 39988 members 
Entering Unmasked Estep 
Score: -8669502.000000 Penalty: 5316.221191
	Iteration 16Q: 3 clusters Score -8669502 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -8669754.000000 Penalty: 5316.221191
	Iteration 17Q: 3 clusters Score -8669754 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3838 members 
Mstep: Class 2 contains 41332 members 
Entering Unmasked Estep 
Score: -8669886.000000 Penalty: 5316.221191
	Iteration 18Q: 3 clusters Score -8669886 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 41880 members 
Entering Unmasked Estep 
Score: -8670074.000000 Penalty: 5316.221191
	Iteration 19Q: 3 clusters Score -8670074 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 42401 members 
Entering Unmasked Estep 
Score: -8670262.000000 Penalty: 5316.221191
	Iteration 20F: 3 clusters Score -8670262 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2309 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -8670437.000000 Penalty: 5316.221191
	Iteration 21Q: 3 clusters Score -8670437 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 43222 members 
Entering Unmasked Estep 
Score: -8670542.000000 Penalty: 5316.221191
	Iteration 22Q: 3 clusters Score -8670542 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 43542 members 
Entering Unmasked Estep 
Score: -8670646.000000 Penalty: 5316.221191
	Iteration 23Q: 3 clusters Score -8670646 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 43805 members 
Entering Unmasked Estep 
Score: -8670779.000000 Penalty: 5316.221191
	Iteration 24Q: 3 clusters Score -8670779 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -8670837.000000 Penalty: 5316.221191
	Iteration 25Q: 3 clusters Score -8670837 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 44150 members 
Entering Unmasked Estep 
Score: -8670888.000000 Penalty: 5316.221191
	Iteration 26Q: 3 clusters Score -8670888 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 44265 members 
Entering Unmasked Estep 
Score: -8670942.000000 Penalty: 5316.221191
	Iteration 27Q: 3 clusters Score -8670942 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 44354 members 
Entering Unmasked Estep 
Score: -8670989.000000 Penalty: 5316.221191
	Iteration 28Q: 3 clusters Score -8670989 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 44426 members 
Entering Unmasked Estep 
Score: -8671003.000000 Penalty: 5316.221191
	Iteration 29Q: 3 clusters Score -8671003 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 44487 members 
Entering Unmasked Estep 
Score: -8671051.000000 Penalty: 5316.221191
	Iteration 30Q: 3 clusters Score -8671051 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8671054.000000 Penalty: 5316.221191
	Iteration 31Q: 3 clusters Score -8671054 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8671066.000000 Penalty: 5316.221191
	Iteration 32Q: 3 clusters Score -8671066 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 44621 members 
Entering Unmasked Estep 
Score: -8671095.000000 Penalty: 5316.221191
	Iteration 33Q: 3 clusters Score -8671095 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8671105.000000 Penalty: 5316.221191
	Iteration 34Q: 3 clusters Score -8671105 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 44667 members 
Entering Unmasked Estep 
Score: -8671102.000000 Penalty: 5316.221191
	Iteration 35Q: 3 clusters Score -8671102 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -8671098.000000 Penalty: 5316.221191
	Iteration 36Q: 3 clusters Score -8671098 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -8671110.000000 Penalty: 5316.221191
	Iteration 37Q: 3 clusters Score -8671110 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 44701 members 
Entering Unmasked Estep 
Score: -8671121.000000 Penalty: 5316.221191
	Iteration 38Q: 3 clusters Score -8671121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44703 members 
Entering Unmasked Estep 
Score: -8671124.000000 Penalty: 5316.221191
	Iteration 39Q: 3 clusters Score -8671124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 44708 members 
Entering Unmasked Estep 
Score: -8671127.000000 Penalty: 5316.221191
	Iteration 40F: 3 clusters Score -8671127 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 44714 members 
Entering Unmasked Estep 
Score: -8671125.000000 Penalty: 5316.221191
	Iteration 41Q: 3 clusters Score -8671125 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 44717 members 
Entering Unmasked Estep 
Score: -8671127.000000 Penalty: 5316.221191
	Iteration 42Q: 3 clusters Score -8671127 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -8671129.000000 Penalty: 5316.221191
	Iteration 43Q: 3 clusters Score -8671129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44723 members 
Entering Unmasked Estep 
Score: -8671132.000000 Penalty: 5316.221191
	Iteration 44Q: 3 clusters Score -8671132 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 44727 members 
Entering Unmasked Estep 
Score: -8671151.000000 Penalty: 5316.221191
	Iteration 45Q: 3 clusters Score -8671151 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 44731 members 
Entering Unmasked Estep 
Score: -8671144.000000 Penalty: 5316.221191
	Iteration 46Q: 3 clusters Score -8671144 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -8671150.000000 Penalty: 5316.221191
	Iteration 47Q: 3 clusters Score -8671150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44735 members 
Entering Unmasked Estep 
Score: -8671154.000000 Penalty: 5316.221191
	Iteration 48Q: 3 clusters Score -8671154 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -8671156.000000 Penalty: 5316.221191
	Iteration 49Q: 3 clusters Score -8671156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -8671160.000000 Penalty: 5316.221191
	Iteration 50Q: 3 clusters Score -8671160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -8671160.000000 Penalty: 5316.221191
	Iteration 51F: 3 clusters Score -8671160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4939 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4939 members 
Entering Unmasked Estep 
Score: -920210.875000 Penalty: 2109.219727
	Iteration 0F: 2 clusters Score -920210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2396 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -915776.937500 Penalty: 4218.439453
	Iteration 0F: 3 clusters Score -915776.9 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -916921.000000 Penalty: 4218.439453
	Iteration 1F: 3 clusters Score -916921 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -917339.812500 Penalty: 4218.439453
	Iteration 2F: 3 clusters Score -917339.8 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 3150 members 
Entering Unmasked Estep 
Score: -917775.562500 Penalty: 4218.439453
	Iteration 3F: 3 clusters Score -917775.6 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 3361 members 
Entering Unmasked Estep 
Score: -918151.187500 Penalty: 4218.439453
	Iteration 4F: 3 clusters Score -918151.2 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -918448.437500 Penalty: 4218.439453
	Iteration 5F: 3 clusters Score -918448.4 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 3666 members 
Entering Unmasked Estep 
Score: -918644.375000 Penalty: 4218.439453
	Iteration 6Q: 3 clusters Score -918644.4 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 3766 members 
Entering Unmasked Estep 
Score: -918781.312500 Penalty: 4218.439453
	Iteration 7Q: 3 clusters Score -918781.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 3836 members 
Entering Unmasked Estep 
Score: -918872.250000 Penalty: 4218.439453
	Iteration 8Q: 3 clusters Score -918872.2 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 3888 members 
Entering Unmasked Estep 
Score: -918927.000000 Penalty: 4218.439453
	Iteration 9Q: 3 clusters Score -918927 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -918966.750000 Penalty: 4218.439453
	Iteration 10Q: 3 clusters Score -918966.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -918988.500000 Penalty: 4218.439453
	Iteration 11Q: 3 clusters Score -918988.5 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 3969 members 
Entering Unmasked Estep 
Score: -919005.500000 Penalty: 4218.439453
	Iteration 12Q: 3 clusters Score -919005.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -919023.312500 Penalty: 4218.439453
	Iteration 13Q: 3 clusters Score -919023.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -919035.125000 Penalty: 4218.439453
	Iteration 14Q: 3 clusters Score -919035.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 4023 members 
Entering Unmasked Estep 
Score: -919045.437500 Penalty: 4218.439453
	Iteration 15Q: 3 clusters Score -919045.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -919044.937500 Penalty: 4218.439453
	Iteration 16Q: 3 clusters Score -919044.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -919044.875000 Penalty: 4218.439453
	Iteration 17Q: 3 clusters Score -919044.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -919045.625000 Penalty: 4218.439453
	Iteration 18Q: 3 clusters Score -919045.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 4031 members 
Entering Unmasked Estep 
Score: -919045.875000 Penalty: 4218.439453
	Iteration 19Q: 3 clusters Score -919045.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -919047.062500 Penalty: 4218.439453
	Iteration 20F: 3 clusters Score -919047.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -919047.812500 Penalty: 4218.439453
	Iteration 21Q: 3 clusters Score -919047.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -919048.687500 Penalty: 4218.439453
	Iteration 22Q: 3 clusters Score -919048.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -919050.500000 Penalty: 4218.439453
	Iteration 23Q: 3 clusters Score -919050.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -919050.125000 Penalty: 4218.439453
	Iteration 24Q: 3 clusters Score -919050.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -919050.125000 Penalty: 4218.439453
	Iteration 25F: 3 clusters Score -919050.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25535 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25535 members 
Entering Unmasked Estep 
Score: -4899925.000000 Penalty: 2516.655762
	Iteration 0F: 2 clusters Score -4899925 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12798 members 
Mstep: Class 2 contains 12737 members 
Entering Unmasked Estep 
Score: -4882330.500000 Penalty: 5033.311523
	Iteration 0F: 3 clusters Score -4882330 nChanged 11485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -4888523.500000 Penalty: 5033.311523
	Iteration 1F: 3 clusters Score -4888524 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 12026 members 
Entering Unmasked Estep 
Score: -4888924.000000 Penalty: 5033.311523
	Iteration 2F: 3 clusters Score -4888924 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13875 members 
Mstep: Class 2 contains 11660 members 
Entering Unmasked Estep 
Score: -4889318.000000 Penalty: 5033.311523
	Iteration 3Q: 3 clusters Score -4889318 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14364 members 
Mstep: Class 2 contains 11171 members 
Entering Unmasked Estep 
Score: -4889662.500000 Penalty: 5033.311523
	Iteration 4Q: 3 clusters Score -4889662 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14976 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -4889949.500000 Penalty: 5033.311523
	Iteration 5Q: 3 clusters Score -4889950 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15749 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -4890347.000000 Penalty: 5033.311523
	Iteration 6Q: 3 clusters Score -4890347 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 8784 members 
Entering Unmasked Estep 
Score: -4890806.500000 Penalty: 5033.311523
	Iteration 7Q: 3 clusters Score -4890806 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -4891576.500000 Penalty: 5033.311523
	Iteration 8F: 3 clusters Score -4891576 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 5993 members 
Entering Unmasked Estep 
Score: -4892660.000000 Penalty: 5033.311523
	Iteration 9F: 3 clusters Score -4892660 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 4309 members 
Entering Unmasked Estep 
Score: -4894013.500000 Penalty: 5033.311523
	Iteration 10F: 3 clusters Score -4894014 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 2738 members 
Entering Unmasked Estep 
Score: -4895419.500000 Penalty: 5033.311523
	Iteration 11F: 3 clusters Score -4895420 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -4896444.500000 Penalty: 5033.311523
	Iteration 12Q: 3 clusters Score -4896444 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -4897023.500000 Penalty: 5033.311523
	Iteration 13Q: 3 clusters Score -4897024 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -4897314.500000 Penalty: 5033.311523
	Iteration 14Q: 3 clusters Score -4897314 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -4897445.500000 Penalty: 5033.311523
	Iteration 15Q: 3 clusters Score -4897446 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -4897541.000000 Penalty: 5033.311523
	Iteration 16Q: 3 clusters Score -4897541 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25167 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -4897590.500000 Penalty: 5033.311523
	Iteration 17Q: 3 clusters Score -4897590 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25188 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -4897615.500000 Penalty: 5033.311523
	Iteration 18Q: 3 clusters Score -4897616 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -4897635.500000 Penalty: 5033.311523
	Iteration 19Q: 3 clusters Score -4897636 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25203 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -4897640.000000 Penalty: 5033.311523
	Iteration 20F: 3 clusters Score -4897640 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25208 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4897648.500000 Penalty: 5033.311523
	Iteration 21Q: 3 clusters Score -4897648 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4897649.500000 Penalty: 5033.311523
	Iteration 22Q: 3 clusters Score -4897650 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4897652.000000 Penalty: 5033.311523
	Iteration 23Q: 3 clusters Score -4897652 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25216 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4897652.000000 Penalty: 5033.311523
	Iteration 24F: 3 clusters Score -4897652 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (39011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39011 members 
Entering Unmasked Estep 
Score: -7515699.000000 Penalty: 2621.756592
	Iteration 0F: 2 clusters Score -7515699 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 19482 members 
Entering Unmasked Estep 
Score: -7491383.500000 Penalty: 5243.513184
	Iteration 0F: 3 clusters Score -7491384 nChanged 17833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 19529 members 
Entering Unmasked Estep 
Score: -7501430.000000 Penalty: 5243.513184
	Iteration 1F: 3 clusters Score -7501430 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19372 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -7501867.000000 Penalty: 5243.513184
	Iteration 2Q: 3 clusters Score -7501867 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -7502195.500000 Penalty: 5243.513184
	Iteration 3Q: 3 clusters Score -7502196 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
Score: -7502487.000000 Penalty: 5243.513184
	Iteration 4Q: 3 clusters Score -7502487 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -7502769.000000 Penalty: 5243.513184
	Iteration 5Q: 3 clusters Score -7502769 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18148 members 
Mstep: Class 2 contains 20863 members 
Entering Unmasked Estep 
Score: -7503068.500000 Penalty: 5243.513184
	Iteration 6Q: 3 clusters Score -7503068 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -7503438.500000 Penalty: 5243.513184
	Iteration 7Q: 3 clusters Score -7503438 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16797 members 
Mstep: Class 2 contains 22214 members 
Entering Unmasked Estep 
Score: -7503820.000000 Penalty: 5243.513184
	Iteration 8Q: 3 clusters Score -7503820 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -7504369.500000 Penalty: 5243.513184
	Iteration 9Q: 3 clusters Score -7504370 nChanged 1589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14873 members 
Mstep: Class 2 contains 24138 members 
Entering Unmasked Estep 
Score: -7505112.000000 Penalty: 5243.513184
	Iteration 10Q: 3 clusters Score -7505112 nChanged 1760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13645 members 
Mstep: Class 2 contains 25366 members 
Entering Unmasked Estep 
Score: -7506122.000000 Penalty: 5243.513184
	Iteration 11Q: 3 clusters Score -7506122 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 26568 members 
Entering Unmasked Estep 
Score: -7507664.000000 Penalty: 5243.513184
	Iteration 12Q: 3 clusters Score -7507664 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11416 members 
Mstep: Class 2 contains 27595 members 
Entering Unmasked Estep 
Score: -7509175.000000 Penalty: 5243.513184
	Iteration 13F: 3 clusters Score -7509175 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10769 members 
Mstep: Class 2 contains 28242 members 
Entering Unmasked Estep 
Score: -7510206.000000 Penalty: 5243.513184
	Iteration 14Q: 3 clusters Score -7510206 nChanged 1160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10335 members 
Mstep: Class 2 contains 28676 members 
Entering Unmasked Estep 
Score: -7510730.000000 Penalty: 5243.513184
	Iteration 15Q: 3 clusters Score -7510730 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10040 members 
Mstep: Class 2 contains 28971 members 
Entering Unmasked Estep 
Score: -7511035.500000 Penalty: 5243.513184
	Iteration 16Q: 3 clusters Score -7511036 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 29196 members 
Entering Unmasked Estep 
Score: -7511189.000000 Penalty: 5243.513184
	Iteration 17Q: 3 clusters Score -7511189 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9611 members 
Mstep: Class 2 contains 29400 members 
Entering Unmasked Estep 
Score: -7511304.500000 Penalty: 5243.513184
	Iteration 18Q: 3 clusters Score -7511304 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9431 members 
Mstep: Class 2 contains 29580 members 
Entering Unmasked Estep 
Score: -7511405.000000 Penalty: 5243.513184
	Iteration 19Q: 3 clusters Score -7511405 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9338 members 
Mstep: Class 2 contains 29673 members 
Entering Unmasked Estep 
Score: -7511479.500000 Penalty: 5243.513184
	Iteration 20F: 3 clusters Score -7511480 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9279 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -7511563.000000 Penalty: 5243.513184
	Iteration 21Q: 3 clusters Score -7511563 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 29764 members 
Entering Unmasked Estep 
Score: -7511631.000000 Penalty: 5243.513184
	Iteration 22Q: 3 clusters Score -7511631 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9212 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -7511699.000000 Penalty: 5243.513184
	Iteration 23Q: 3 clusters Score -7511699 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9224 members 
Mstep: Class 2 contains 29787 members 
Entering Unmasked Estep 
Score: -7511760.500000 Penalty: 5243.513184
	Iteration 24Q: 3 clusters Score -7511760 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9260 members 
Mstep: Class 2 contains 29751 members 
Entering Unmasked Estep 
Score: -7511844.000000 Penalty: 5243.513184
	Iteration 25Q: 3 clusters Score -7511844 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 29724 members 
Entering Unmasked Estep 
Score: -7511895.000000 Penalty: 5243.513184
	Iteration 26Q: 3 clusters Score -7511895 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 29688 members 
Entering Unmasked Estep 
Score: -7511977.500000 Penalty: 5243.513184
	Iteration 27Q: 3 clusters Score -7511978 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9365 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -7512040.000000 Penalty: 5243.513184
	Iteration 28Q: 3 clusters Score -7512040 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9416 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -7512098.000000 Penalty: 5243.513184
	Iteration 29Q: 3 clusters Score -7512098 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9502 members 
Mstep: Class 2 contains 29509 members 
Entering Unmasked Estep 
Score: -7512159.000000 Penalty: 5243.513184
	Iteration 30Q: 3 clusters Score -7512159 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9577 members 
Mstep: Class 2 contains 29434 members 
Entering Unmasked Estep 
Score: -7512183.000000 Penalty: 5243.513184
	Iteration 31Q: 3 clusters Score -7512183 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9681 members 
Mstep: Class 2 contains 29330 members 
Entering Unmasked Estep 
Score: -7512221.500000 Penalty: 5243.513184
	Iteration 32Q: 3 clusters Score -7512222 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9776 members 
Mstep: Class 2 contains 29235 members 
Entering Unmasked Estep 
Score: -7512266.500000 Penalty: 5243.513184
	Iteration 33Q: 3 clusters Score -7512266 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9904 members 
Mstep: Class 2 contains 29107 members 
Entering Unmasked Estep 
Score: -7512307.000000 Penalty: 5243.513184
	Iteration 34Q: 3 clusters Score -7512307 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10041 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -7512357.500000 Penalty: 5243.513184
	Iteration 35Q: 3 clusters Score -7512358 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10161 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -7512384.500000 Penalty: 5243.513184
	Iteration 36Q: 3 clusters Score -7512384 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10320 members 
Mstep: Class 2 contains 28691 members 
Entering Unmasked Estep 
Score: -7512412.500000 Penalty: 5243.513184
	Iteration 37Q: 3 clusters Score -7512412 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10449 members 
Mstep: Class 2 contains 28562 members 
Entering Unmasked Estep 
Score: -7512417.500000 Penalty: 5243.513184
	Iteration 38Q: 3 clusters Score -7512418 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10605 members 
Mstep: Class 2 contains 28406 members 
Entering Unmasked Estep 
Score: -7512442.000000 Penalty: 5243.513184
	Iteration 39Q: 3 clusters Score -7512442 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10752 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -7512432.000000 Penalty: 5243.513184
	Iteration 40F: 3 clusters Score -7512432 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10903 members 
Mstep: Class 2 contains 28108 members 
Entering Unmasked Estep 
Score: -7512416.000000 Penalty: 5243.513184
	Iteration 41Q: 3 clusters Score -7512416 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11080 members 
Mstep: Class 2 contains 27931 members 
Entering Unmasked Estep 
Score: -7512414.500000 Penalty: 5243.513184
	Iteration 42Q: 3 clusters Score -7512414 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11285 members 
Mstep: Class 2 contains 27726 members 
Entering Unmasked Estep 
Score: -7512420.500000 Penalty: 5243.513184
	Iteration 43Q: 3 clusters Score -7512420 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11463 members 
Mstep: Class 2 contains 27548 members 
Entering Unmasked Estep 
Score: -7512447.500000 Penalty: 5243.513184
	Iteration 44Q: 3 clusters Score -7512448 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 27328 members 
Entering Unmasked Estep 
Score: -7512475.500000 Penalty: 5243.513184
	Iteration 45Q: 3 clusters Score -7512476 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -7512487.500000 Penalty: 5243.513184
	Iteration 46Q: 3 clusters Score -7512488 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12192 members 
Mstep: Class 2 contains 26819 members 
Entering Unmasked Estep 
Score: -7512507.500000 Penalty: 5243.513184
	Iteration 47Q: 3 clusters Score -7512508 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 26584 members 
Entering Unmasked Estep 
Score: -7512514.000000 Penalty: 5243.513184
	Iteration 48Q: 3 clusters Score -7512514 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12668 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -7512519.500000 Penalty: 5243.513184
	Iteration 49Q: 3 clusters Score -7512520 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -7512507.000000 Penalty: 5243.513184
	Iteration 50Q: 3 clusters Score -7512507 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13233 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -7512533.500000 Penalty: 5243.513184
	Iteration 51Q: 3 clusters Score -7512534 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13545 members 
Mstep: Class 2 contains 25466 members 
Entering Unmasked Estep 
Score: -7512590.500000 Penalty: 5243.513184
	Iteration 52Q: 3 clusters Score -7512590 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -7512637.500000 Penalty: 5243.513184
	Iteration 53Q: 3 clusters Score -7512638 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14146 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -7512678.500000 Penalty: 5243.513184
	Iteration 54Q: 3 clusters Score -7512678 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14433 members 
Mstep: Class 2 contains 24578 members 
Entering Unmasked Estep 
Score: -7512713.500000 Penalty: 5243.513184
	Iteration 55Q: 3 clusters Score -7512714 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 24249 members 
Entering Unmasked Estep 
Score: -7512765.500000 Penalty: 5243.513184
	Iteration 56Q: 3 clusters Score -7512766 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 23945 members 
Entering Unmasked Estep 
Score: -7512835.000000 Penalty: 5243.513184
	Iteration 57Q: 3 clusters Score -7512835 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -7512872.000000 Penalty: 5243.513184
	Iteration 58Q: 3 clusters Score -7512872 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -7512900.500000 Penalty: 5243.513184
	Iteration 59Q: 3 clusters Score -7512900 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15875 members 
Mstep: Class 2 contains 23136 members 
Entering Unmasked Estep 
Score: -7512959.500000 Penalty: 5243.513184
	Iteration 60F: 3 clusters Score -7512960 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16131 members 
Mstep: Class 2 contains 22880 members 
Entering Unmasked Estep 
Score: -7512976.000000 Penalty: 5243.513184
	Iteration 61Q: 3 clusters Score -7512976 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 22645 members 
Entering Unmasked Estep 
Score: -7513003.000000 Penalty: 5243.513184
	Iteration 62Q: 3 clusters Score -7513003 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -7512988.500000 Penalty: 5243.513184
	Iteration 63Q: 3 clusters Score -7512988 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 22268 members 
Entering Unmasked Estep 
Score: -7512996.000000 Penalty: 5243.513184
	Iteration 64Q: 3 clusters Score -7512996 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16883 members 
Mstep: Class 2 contains 22128 members 
Entering Unmasked Estep 
Score: -7513011.500000 Penalty: 5243.513184
	Iteration 65Q: 3 clusters Score -7513012 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17022 members 
Mstep: Class 2 contains 21989 members 
Entering Unmasked Estep 
Score: -7513018.500000 Penalty: 5243.513184
	Iteration 66Q: 3 clusters Score -7513018 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17119 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -7513026.000000 Penalty: 5243.513184
	Iteration 67Q: 3 clusters Score -7513026 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17192 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -7513028.000000 Penalty: 5243.513184
	Iteration 68Q: 3 clusters Score -7513028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17263 members 
Mstep: Class 2 contains 21748 members 
Entering Unmasked Estep 
Score: -7513027.500000 Penalty: 5243.513184
	Iteration 69Q: 3 clusters Score -7513028 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17342 members 
Mstep: Class 2 contains 21669 members 
Entering Unmasked Estep 
Score: -7513058.500000 Penalty: 5243.513184
	Iteration 70Q: 3 clusters Score -7513058 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 21602 members 
Entering Unmasked Estep 
Score: -7513038.500000 Penalty: 5243.513184
	Iteration 71Q: 3 clusters Score -7513038 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 21537 members 
Entering Unmasked Estep 
Score: -7513032.000000 Penalty: 5243.513184
	Iteration 72Q: 3 clusters Score -7513032 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17551 members 
Mstep: Class 2 contains 21460 members 
Entering Unmasked Estep 
Score: -7513048.500000 Penalty: 5243.513184
	Iteration 73Q: 3 clusters Score -7513048 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17618 members 
Mstep: Class 2 contains 21393 members 
Entering Unmasked Estep 
Score: -7513057.500000 Penalty: 5243.513184
	Iteration 74Q: 3 clusters Score -7513058 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 21357 members 
Entering Unmasked Estep 
Score: -7513036.500000 Penalty: 5243.513184
	Iteration 75Q: 3 clusters Score -7513036 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17692 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -7513036.500000 Penalty: 5243.513184
	Iteration 76Q: 3 clusters Score -7513036 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17723 members 
Mstep: Class 2 contains 21288 members 
Entering Unmasked Estep 
Score: -7513030.000000 Penalty: 5243.513184
	Iteration 77Q: 3 clusters Score -7513030 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17752 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -7513029.000000 Penalty: 5243.513184
	Iteration 78Q: 3 clusters Score -7513029 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17778 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -7513037.000000 Penalty: 5243.513184
	Iteration 79Q: 3 clusters Score -7513037 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -7513040.500000 Penalty: 5243.513184
	Iteration 80F: 3 clusters Score -7513040 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 21186 members 
Entering Unmasked Estep 
Score: -7513054.000000 Penalty: 5243.513184
	Iteration 81Q: 3 clusters Score -7513054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17855 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -7513062.000000 Penalty: 5243.513184
	Iteration 82Q: 3 clusters Score -7513062 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -7513062.500000 Penalty: 5243.513184
	Iteration 83Q: 3 clusters Score -7513062 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 21121 members 
Entering Unmasked Estep 
Score: -7513055.500000 Penalty: 5243.513184
	Iteration 84Q: 3 clusters Score -7513056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -7513059.500000 Penalty: 5243.513184
	Iteration 85Q: 3 clusters Score -7513060 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
Score: -7513071.000000 Penalty: 5243.513184
	Iteration 86Q: 3 clusters Score -7513071 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17928 members 
Mstep: Class 2 contains 21083 members 
Entering Unmasked Estep 
Score: -7513073.000000 Penalty: 5243.513184
	Iteration 87Q: 3 clusters Score -7513073 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17934 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -7513073.000000 Penalty: 5243.513184
	Iteration 88Q: 3 clusters Score -7513073 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17938 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -7513076.500000 Penalty: 5243.513184
	Iteration 89Q: 3 clusters Score -7513076 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 21068 members 
Entering Unmasked Estep 
Score: -7513068.500000 Penalty: 5243.513184
	Iteration 90Q: 3 clusters Score -7513068 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -7513074.500000 Penalty: 5243.513184
	Iteration 91Q: 3 clusters Score -7513074 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -7513067.000000 Penalty: 5243.513184
	Iteration 92Q: 3 clusters Score -7513067 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17950 members 
Mstep: Class 2 contains 21061 members 
Entering Unmasked Estep 
Score: -7513066.500000 Penalty: 5243.513184
	Iteration 93Q: 3 clusters Score -7513066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -7513066.500000 Penalty: 5243.513184
	Iteration 94Q: 3 clusters Score -7513066 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17951 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -7513066.500000 Penalty: 5243.513184
	Iteration 95F: 3 clusters Score -7513066 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -28940.970703 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -28940.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -28158.378906 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -28158.38 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -28586.156250 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -28586.16 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -28700.873047 Penalty: 2773.129639
	Iteration 2F: 3 clusters Score -28700.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -28789.083984 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -28789.08 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -28803.228516 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -28803.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -28812.369141 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -28812.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -28820.242188 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -28820.24 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -28823.990234 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -28823.99 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -28823.990234 Penalty: 2773.129639
	Iteration 8F: 3 clusters Score -28823.99 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (46518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46518 members 
Entering Unmasked Estep 
Score: -8954583.000000 Penalty: 2665.403564
	Iteration 0F: 2 clusters Score -8954583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23270 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -8928644.000000 Penalty: 5330.807129
	Iteration 0F: 3 clusters Score -8928644 nChanged 21392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23226 members 
Mstep: Class 2 contains 23292 members 
Entering Unmasked Estep 
Score: -8940222.000000 Penalty: 5330.807129
	Iteration 1F: 3 clusters Score -8940222 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 23390 members 
Entering Unmasked Estep 
Score: -8940759.000000 Penalty: 5330.807129
	Iteration 2Q: 3 clusters Score -8940759 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23055 members 
Mstep: Class 2 contains 23463 members 
Entering Unmasked Estep 
Score: -8941245.000000 Penalty: 5330.807129
	Iteration 3Q: 3 clusters Score -8941245 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23017 members 
Mstep: Class 2 contains 23501 members 
Entering Unmasked Estep 
Score: -8941700.000000 Penalty: 5330.807129
	Iteration 4Q: 3 clusters Score -8941700 nChanged 1648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22935 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -8942304.000000 Penalty: 5330.807129
	Iteration 5Q: 3 clusters Score -8942304 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22869 members 
Mstep: Class 2 contains 23649 members 
Entering Unmasked Estep 
Score: -8942909.000000 Penalty: 5330.807129
	Iteration 6Q: 3 clusters Score -8942909 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22864 members 
Mstep: Class 2 contains 23654 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8943861 nChanged 2288
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 23504 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8945444 nChanged 2854
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 23252 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8948031 nChanged 3296
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23658 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8951644 nChanged 3010
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 22536 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8954017 nChanged 1832
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 22260 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8954870 nChanged 1023
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 21985 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8955248 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8955498 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 21613 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8955732 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25069 members 
Mstep: Class 2 contains 21449 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -8955839 nChanged 404
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 21255 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8955886 nChanged 365
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Mstep: Class 1 contains 25482 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -8955880 nChanged 334
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25732 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -8955896 nChanged 278
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Mstep: Class 1 contains 25918 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8955914 nChanged 257
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Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 20425 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8955930 nChanged 260
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 20185 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -8955940 nChanged 223
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26536 members 
Mstep: Class 2 contains 19982 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8955959 nChanged 165
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26685 members 
Mstep: Class 2 contains 19833 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -8955947 nChanged 152
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 19693 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8955950 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26979 members 
Mstep: Class 2 contains 19539 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8955942 nChanged 212
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -8955956 nChanged 201
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Mstep: Class 1 contains 27384 members 
Mstep: Class 2 contains 19134 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8955952 nChanged 189
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Mstep: Class 1 contains 27567 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8955930 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27772 members 
Mstep: Class 2 contains 18746 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -8955934 nChanged 215
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Mstep: Class 1 contains 27983 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -8955961 nChanged 193
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Mstep: Class 1 contains 28174 members 
Mstep: Class 2 contains 18344 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8956000 nChanged 191
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Mstep: Class 1 contains 28359 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8955967 nChanged 190
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Mstep: Class 1 contains 28547 members 
Mstep: Class 2 contains 17971 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -8955993 nChanged 209
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Mstep: Class 1 contains 28754 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8955966 nChanged 210
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Mstep: Class 1 contains 28964 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8955923 nChanged 259
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Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 17295 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8955909 nChanged 290
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Mstep: Class 1 contains 29513 members 
Mstep: Class 2 contains 17005 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8955949 nChanged 254
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Mstep: Class 1 contains 29767 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8955960 nChanged 281
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Mstep: Class 1 contains 30046 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8955916 nChanged 334
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Mstep: Class 1 contains 30380 members 
Mstep: Class 2 contains 16138 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8955878 nChanged 274
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Mstep: Class 1 contains 30650 members 
Mstep: Class 2 contains 15868 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8955869 nChanged 256
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Mstep: Class 1 contains 30906 members 
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Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8955898 nChanged 286
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Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -8955898 nChanged 222
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Mstep: Class 1 contains 31412 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8955885 nChanged 236
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Mstep: Class 1 contains 31646 members 
Mstep: Class 2 contains 14872 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8955915 nChanged 235
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Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 14637 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8955935 nChanged 208
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Mstep: Class 1 contains 32089 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8955928 nChanged 152
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Mstep: Class 1 contains 32241 members 
Mstep: Class 2 contains 14277 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8955915 nChanged 160
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8955886 nChanged 214
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8955894 nChanged 203
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32816 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8955881 nChanged 142
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Mstep: Class 1 contains 32954 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8955866 nChanged 132
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Mstep: Class 1 contains 33084 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8955876 nChanged 152
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Mstep: Class 1 contains 33236 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8955847 nChanged 207
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Mstep: Class 1 contains 33443 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8955847 nChanged 143
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33586 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8955858 nChanged 200
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Mstep: Class 1 contains 33786 members 
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8955833 nChanged 244
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Mstep: Class 1 contains 34030 members 
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Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8955822 nChanged 248
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Mstep: Class 1 contains 34276 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8955828 nChanged 250
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34526 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8955778 nChanged 296
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Mstep: Class 1 contains 34822 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8955802 nChanged 374
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Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8955755 nChanged 343
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Mstep: Class 1 contains 35539 members 
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Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8955723 nChanged 386
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Mstep: Class 1 contains 35925 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8955644 nChanged 354
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Mstep: Class 1 contains 36279 members 
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	Iteration 66Q: 3 clusters Score -8955650 nChanged 299
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Mstep: Class 1 contains 36578 members 
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8955665 nChanged 276
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Mstep: Class 1 contains 36854 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8955654 nChanged 248
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Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8955601 nChanged 217
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Mstep: Class 1 contains 37319 members 
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Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8955563 nChanged 224
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Mstep: Class 1 contains 37543 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8955562 nChanged 237
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8955542 nChanged 203
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8955511 nChanged 160
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8955490 nChanged 162
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Mstep: Class 1 contains 38305 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8955446 nChanged 163
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8955461 nChanged 131
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8955459 nChanged 107
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8955456 nChanged 93
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	Iteration 79Q: 3 clusters Score -8955450 nChanged 89
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Mstep: Class 1 contains 38886 members 
Mstep: Class 2 contains 7632 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8955449 nChanged 99
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Mstep: Class 1 contains 38985 members 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8955419 nChanged 109
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8955420 nChanged 107
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Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8955415 nChanged 85
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8955391 nChanged 141
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8955362 nChanged 130
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	Iteration 86Q: 3 clusters Score -8955359 nChanged 130
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	Iteration 87Q: 3 clusters Score -8955336 nChanged 108
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	Iteration 88Q: 3 clusters Score -8955328 nChanged 126
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -8955326 nChanged 108
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	Iteration 90Q: 3 clusters Score -8955330 nChanged 99
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	Iteration 91Q: 3 clusters Score -8955350 nChanged 47
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	Iteration 92Q: 3 clusters Score -8955358 nChanged 57
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8955348 nChanged 29
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8955349 nChanged 27
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	Iteration 95Q: 3 clusters Score -8955343 nChanged 17
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	Iteration 96Q: 3 clusters Score -8955345 nChanged 14
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8955342 nChanged 26
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8955334 nChanged 21
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	Iteration 99Q: 3 clusters Score -8955350 nChanged 8
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8955340 nChanged 4
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -8955342.000000 Penalty: 5330.807129
	Iteration 101Q: 3 clusters Score -8955342 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40353 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -8955345.000000 Penalty: 5330.807129
	Iteration 102Q: 3 clusters Score -8955345 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 6164 members 
Entering Unmasked Estep 
Score: -8955331.000000 Penalty: 5330.807129
	Iteration 103Q: 3 clusters Score -8955331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40360 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -8955348.000000 Penalty: 5330.807129
	Iteration 104Q: 3 clusters Score -8955348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40362 members 
Mstep: Class 2 contains 6156 members 
Entering Unmasked Estep 
Score: -8955347.000000 Penalty: 5330.807129
	Iteration 105Q: 3 clusters Score -8955347 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 6151 members 
Entering Unmasked Estep 
Score: -8955342.000000 Penalty: 5330.807129
	Iteration 106Q: 3 clusters Score -8955342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40371 members 
Mstep: Class 2 contains 6147 members 
Entering Unmasked Estep 
Score: -8955337.000000 Penalty: 5330.807129
	Iteration 107Q: 3 clusters Score -8955337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 6136 members 
Entering Unmasked Estep 
Score: -8955332.000000 Penalty: 5330.807129
	Iteration 108Q: 3 clusters Score -8955332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 6128 members 
Entering Unmasked Estep 
Score: -8955327.000000 Penalty: 5330.807129
	Iteration 109Q: 3 clusters Score -8955327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40399 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -8955331.000000 Penalty: 5330.807129
	Iteration 110Q: 3 clusters Score -8955331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40405 members 
Mstep: Class 2 contains 6113 members 
Entering Unmasked Estep 
Score: -8955330.000000 Penalty: 5330.807129
	Iteration 111Q: 3 clusters Score -8955330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40404 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -8955323.000000 Penalty: 5330.807129
	Iteration 112Q: 3 clusters Score -8955323 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
Score: -8955330.000000 Penalty: 5330.807129
	Iteration 113Q: 3 clusters Score -8955330 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -8955331.000000 Penalty: 5330.807129
	Iteration 114Q: 3 clusters Score -8955331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 6103 members 
Entering Unmasked Estep 
Score: -8955327.000000 Penalty: 5330.807129
	Iteration 115Q: 3 clusters Score -8955327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -8955331.000000 Penalty: 5330.807129
	Iteration 116Q: 3 clusters Score -8955331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40417 members 
Mstep: Class 2 contains 6101 members 
Entering Unmasked Estep 
Score: -8955332.000000 Penalty: 5330.807129
	Iteration 117Q: 3 clusters Score -8955332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40420 members 
Mstep: Class 2 contains 6098 members 
Entering Unmasked Estep 
Score: -8955330.000000 Penalty: 5330.807129
	Iteration 118Q: 3 clusters Score -8955330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -8955338.000000 Penalty: 5330.807129
	Iteration 119Q: 3 clusters Score -8955338 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 6095 members 
Entering Unmasked Estep 
Score: -8955344.000000 Penalty: 5330.807129
	Iteration 120F: 3 clusters Score -8955344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -8955339.000000 Penalty: 5330.807129
	Iteration 121Q: 3 clusters Score -8955339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40424 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -8955339.000000 Penalty: 5330.807129
	Iteration 122F: 3 clusters Score -8955339 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 29007 members 
Mstep: Class 3 contains 45170 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 25535 members 
Mstep: Class 6 contains 39011 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 40424 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 25599 members 
Mstep: Class 11 contains 51470 members 
Mstep: Class 12 contains 69840 members 
Mstep: Class 13 contains 52644 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 29355 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42336 members 
Mstep: Class 18 contains 46979 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22621 members 
Mstep: Class 22 contains 38657 members 
Mstep: Class 23 contains 17396 members 
Mstep: Class 24 contains 22767 members 
Mstep: Class 25 contains 6094 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46043 members 
Mstep: Class 28 contains 21431 members 
Mstep: Class 29 contains 26539 members 
Mstep: Class 30 contains 59640 members 
Mstep: Class 31 contains 53834 members 
Mstep: Class 32 contains 66144 members 
Mstep: Class 33 contains 18110 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14956 members 
Mstep: Class 36 contains 46186 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28412 members 
Mstep: Class 40 contains 28771 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22930 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43959 members 
Entering Unmasked Estep 
Score: -207972512.000000 Penalty: 169222.343750
Splitting cluster 8 changes total score from -207973712.000000 to -207972512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (8227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Entering Unmasked Estep 
Score: -1436561.125000 Penalty: 2235.763916
	Iteration 0F: 2 clusters Score -1436561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 4120 members 
Entering Unmasked Estep 
Score: -1430020.750000 Penalty: 4471.527832
	Iteration 0F: 3 clusters Score -1430021 nChanged 3321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4134 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -1431912.500000 Penalty: 4471.527832
	Iteration 1F: 3 clusters Score -1431912 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -1432265.125000 Penalty: 4471.527832
	Iteration 2F: 3 clusters Score -1432265 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4197 members 
Mstep: Class 2 contains 4030 members 
Entering Unmasked Estep 
Score: -1432542.625000 Penalty: 4471.527832
	Iteration 3F: 3 clusters Score -1432543 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -1432772.250000 Penalty: 4471.527832
	Iteration 4Q: 3 clusters Score -1432772 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4218 members 
Mstep: Class 2 contains 4009 members 
Entering Unmasked Estep 
Score: -1433040.500000 Penalty: 4471.527832
	Iteration 5Q: 3 clusters Score -1433040 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 4007 members 
Entering Unmasked Estep 
Score: -1433382.375000 Penalty: 4471.527832
	Iteration 6F: 3 clusters Score -1433382 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -1433728.500000 Penalty: 4471.527832
	Iteration 7F: 3 clusters Score -1433728 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1434117.250000 Penalty: 4471.527832
	Iteration 8F: 3 clusters Score -1434117 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 4180 members 
Entering Unmasked Estep 
Score: -1434494.750000 Penalty: 4471.527832
	Iteration 9F: 3 clusters Score -1434495 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 4310 members 
Entering Unmasked Estep 
Score: -1434824.750000 Penalty: 4471.527832
	Iteration 10F: 3 clusters Score -1434825 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -1435056.125000 Penalty: 4471.527832
	Iteration 11Q: 3 clusters Score -1435056 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3685 members 
Mstep: Class 2 contains 4542 members 
Entering Unmasked Estep 
Score: -1435206.250000 Penalty: 4471.527832
	Iteration 12Q: 3 clusters Score -1435206 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 4625 members 
Entering Unmasked Estep 
Score: -1435299.375000 Penalty: 4471.527832
	Iteration 13Q: 3 clusters Score -1435299 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3540 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1435355.125000 Penalty: 4471.527832
	Iteration 14Q: 3 clusters Score -1435355 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1435388.000000 Penalty: 4471.527832
	Iteration 15Q: 3 clusters Score -1435388 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3470 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1435418.625000 Penalty: 4471.527832
	Iteration 16Q: 3 clusters Score -1435419 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1435429.250000 Penalty: 4471.527832
	Iteration 17Q: 3 clusters Score -1435429 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3417 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -1435437.625000 Penalty: 4471.527832
	Iteration 18Q: 3 clusters Score -1435438 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 4831 members 
Entering Unmasked Estep 
Score: -1435437.375000 Penalty: 4471.527832
	Iteration 19Q: 3 clusters Score -1435437 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -1435438.750000 Penalty: 4471.527832
	Iteration 20F: 3 clusters Score -1435439 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 4850 members 
Entering Unmasked Estep 
Score: -1435443.000000 Penalty: 4471.527832
	Iteration 21Q: 3 clusters Score -1435443 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3366 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1435446.000000 Penalty: 4471.527832
	Iteration 22Q: 3 clusters Score -1435446 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 4862 members 
Entering Unmasked Estep 
Score: -1435448.000000 Penalty: 4471.527832
	Iteration 23Q: 3 clusters Score -1435448 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3362 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1435450.625000 Penalty: 4471.527832
	Iteration 24Q: 3 clusters Score -1435451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3357 members 
Mstep: Class 2 contains 4870 members 
Entering Unmasked Estep 
Score: -1435451.375000 Penalty: 4471.527832
	Iteration 25Q: 3 clusters Score -1435451 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -1435454.000000 Penalty: 4471.527832
	Iteration 26Q: 3 clusters Score -1435454 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 4876 members 
Entering Unmasked Estep 
Score: -1435452.625000 Penalty: 4471.527832
	Iteration 27Q: 3 clusters Score -1435453 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1435451.750000 Penalty: 4471.527832
	Iteration 28Q: 3 clusters Score -1435452 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 4878 members 
Entering Unmasked Estep 
Score: -1435451.750000 Penalty: 4471.527832
	Iteration 29F: 3 clusters Score -1435452 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (25599 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Entering Unmasked Estep 
Score: -5024702.000000 Penalty: 2517.276611
	Iteration 0F: 2 clusters Score -5024702 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 12730 members 
Entering Unmasked Estep 
Score: -5007286.500000 Penalty: 5034.553223
	Iteration 0F: 3 clusters Score -5007286 nChanged 11430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 12102 members 
Entering Unmasked Estep 
Score: -5013605.000000 Penalty: 5034.553223
	Iteration 1F: 3 clusters Score -5013605 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13857 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -5014121.000000 Penalty: 5034.553223
	Iteration 2F: 3 clusters Score -5014121 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 11279 members 
Entering Unmasked Estep 
Score: -5014609.500000 Penalty: 5034.553223
	Iteration 3Q: 3 clusters Score -5014610 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14939 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -5015234.000000 Penalty: 5034.553223
	Iteration 4Q: 3 clusters Score -5015234 nChanged 1373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15682 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -5015986.000000 Penalty: 5034.553223
	Iteration 5F: 3 clusters Score -5015986 nChanged 1501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16585 members 
Mstep: Class 2 contains 9014 members 
Entering Unmasked Estep 
Score: -5016869.000000 Penalty: 5034.553223
	Iteration 6F: 3 clusters Score -5016869 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -5017973.500000 Penalty: 5034.553223
	Iteration 7F: 3 clusters Score -5017974 nChanged 1429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 6954 members 
Entering Unmasked Estep 
Score: -5019043.000000 Penalty: 5034.553223
	Iteration 8F: 3 clusters Score -5019043 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 6118 members 
Entering Unmasked Estep 
Score: -5020077.500000 Penalty: 5034.553223
	Iteration 9Q: 3 clusters Score -5020078 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 5548 members 
Entering Unmasked Estep 
Score: -5020995.500000 Penalty: 5034.553223
	Iteration 10Q: 3 clusters Score -5020996 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -5021630.500000 Penalty: 5034.553223
	Iteration 11Q: 3 clusters Score -5021630 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20607 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -5021991.500000 Penalty: 5034.553223
	Iteration 12Q: 3 clusters Score -5021992 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20743 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -5022226.500000 Penalty: 5034.553223
	Iteration 13Q: 3 clusters Score -5022226 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -5022328.500000 Penalty: 5034.553223
	Iteration 14Q: 3 clusters Score -5022328 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20905 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -5022413.500000 Penalty: 5034.553223
	Iteration 15Q: 3 clusters Score -5022414 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5022488.500000 Penalty: 5034.553223
	Iteration 16Q: 3 clusters Score -5022488 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21007 members 
Mstep: Class 2 contains 4592 members 
Entering Unmasked Estep 
Score: -5022503.500000 Penalty: 5034.553223
	Iteration 17Q: 3 clusters Score -5022504 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 4555 members 
Entering Unmasked Estep 
Score: -5022530.500000 Penalty: 5034.553223
	Iteration 18Q: 3 clusters Score -5022530 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5022572.000000 Penalty: 5034.553223
	Iteration 19Q: 3 clusters Score -5022572 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21129 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -5022584.000000 Penalty: 5034.553223
	Iteration 20F: 3 clusters Score -5022584 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21167 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -5022602.500000 Penalty: 5034.553223
	Iteration 21Q: 3 clusters Score -5022602 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5022609.000000 Penalty: 5034.553223
	Iteration 22Q: 3 clusters Score -5022609 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21232 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -5022618.500000 Penalty: 5034.553223
	Iteration 23Q: 3 clusters Score -5022618 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -5022630.000000 Penalty: 5034.553223
	Iteration 24Q: 3 clusters Score -5022630 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21266 members 
Mstep: Class 2 contains 4333 members 
Entering Unmasked Estep 
Score: -5022641.500000 Penalty: 5034.553223
	Iteration 25Q: 3 clusters Score -5022642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21277 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -5022637.000000 Penalty: 5034.553223
	Iteration 26Q: 3 clusters Score -5022637 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 4305 members 
Entering Unmasked Estep 
Score: -5022639.500000 Penalty: 5034.553223
	Iteration 27Q: 3 clusters Score -5022640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21300 members 
Mstep: Class 2 contains 4299 members 
Entering Unmasked Estep 
Score: -5022646.000000 Penalty: 5034.553223
	Iteration 28Q: 3 clusters Score -5022646 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21304 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -5022639.500000 Penalty: 5034.553223
	Iteration 29Q: 3 clusters Score -5022640 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21311 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -5022650.500000 Penalty: 5034.553223
	Iteration 30Q: 3 clusters Score -5022650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 4282 members 
Entering Unmasked Estep 
Score: -5022651.500000 Penalty: 5034.553223
	Iteration 31Q: 3 clusters Score -5022652 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21320 members 
Mstep: Class 2 contains 4279 members 
Entering Unmasked Estep 
Score: -5022645.500000 Penalty: 5034.553223
	Iteration 32Q: 3 clusters Score -5022646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21330 members 
Mstep: Class 2 contains 4269 members 
Entering Unmasked Estep 
Score: -5022651.500000 Penalty: 5034.553223
	Iteration 33Q: 3 clusters Score -5022652 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21341 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -5022657.000000 Penalty: 5034.553223
	Iteration 34Q: 3 clusters Score -5022657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21348 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -5022662.000000 Penalty: 5034.553223
	Iteration 35Q: 3 clusters Score -5022662 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21358 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -5022670.000000 Penalty: 5034.553223
	Iteration 36Q: 3 clusters Score -5022670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21364 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -5022665.000000 Penalty: 5034.553223
	Iteration 37Q: 3 clusters Score -5022665 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 4224 members 
Entering Unmasked Estep 
Score: -5022670.500000 Penalty: 5034.553223
	Iteration 38Q: 3 clusters Score -5022670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21382 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -5022678.500000 Penalty: 5034.553223
	Iteration 39Q: 3 clusters Score -5022678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -5022680.500000 Penalty: 5034.553223
	Iteration 40F: 3 clusters Score -5022680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21389 members 
Mstep: Class 2 contains 4210 members 
Entering Unmasked Estep 
Score: -5022679.500000 Penalty: 5034.553223
	Iteration 41Q: 3 clusters Score -5022680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 4208 members 
Entering Unmasked Estep 
Score: -5022680.000000 Penalty: 5034.553223
	Iteration 42Q: 3 clusters Score -5022680 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 4205 members 
Entering Unmasked Estep 
Score: -5022674.500000 Penalty: 5034.553223
	Iteration 43Q: 3 clusters Score -5022674 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21396 members 
Mstep: Class 2 contains 4203 members 
Entering Unmasked Estep 
Score: -5022681.000000 Penalty: 5034.553223
	Iteration 44Q: 3 clusters Score -5022681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21397 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -5022685.500000 Penalty: 5034.553223
	Iteration 45Q: 3 clusters Score -5022686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21400 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -5022680.500000 Penalty: 5034.553223
	Iteration 46Q: 3 clusters Score -5022680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21401 members 
Mstep: Class 2 contains 4198 members 
Entering Unmasked Estep 
Score: -5022678.500000 Penalty: 5034.553223
	Iteration 47Q: 3 clusters Score -5022678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -5022680.000000 Penalty: 5034.553223
	Iteration 48Q: 3 clusters Score -5022680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -5022678.500000 Penalty: 5034.553223
	Iteration 49Q: 3 clusters Score -5022678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21413 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -5022683.500000 Penalty: 5034.553223
	Iteration 50Q: 3 clusters Score -5022684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -5022684.500000 Penalty: 5034.553223
	Iteration 51Q: 3 clusters Score -5022684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21414 members 
Mstep: Class 2 contains 4185 members 
Entering Unmasked Estep 
Score: -5022690.000000 Penalty: 5034.553223
	Iteration 52Q: 3 clusters Score -5022690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21417 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -5022689.500000 Penalty: 5034.553223
	Iteration 53Q: 3 clusters Score -5022690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21420 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -5022690.000000 Penalty: 5034.553223
	Iteration 54Q: 3 clusters Score -5022690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -5022691.000000 Penalty: 5034.553223
	Iteration 55Q: 3 clusters Score -5022691 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21425 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -5022693.500000 Penalty: 5034.553223
	Iteration 56Q: 3 clusters Score -5022694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21424 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -5022690.500000 Penalty: 5034.553223
	Iteration 57Q: 3 clusters Score -5022690 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -5022697.000000 Penalty: 5034.553223
	Iteration 58Q: 3 clusters Score -5022697 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21423 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -5022697.000000 Penalty: 5034.553223
	Iteration 59F: 3 clusters Score -5022697 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (51470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51470 members 
Entering Unmasked Estep 
Score: -9677807.000000 Penalty: 2690.490967
	Iteration 0F: 2 clusters Score -9677807 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25824 members 
Mstep: Class 2 contains 25646 members 
Entering Unmasked Estep 
Score: -9644339.000000 Penalty: 5380.981934
	Iteration 0F: 3 clusters Score -9644339 nChanged 23719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26459 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -9657202.000000 Penalty: 5380.981934
	Iteration 1F: 3 clusters Score -9657202 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 24486 members 
Entering Unmasked Estep 
Score: -9657750.000000 Penalty: 5380.981934
	Iteration 2Q: 3 clusters Score -9657750 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27776 members 
Mstep: Class 2 contains 23694 members 
Entering Unmasked Estep 
Score: -9658271.000000 Penalty: 5380.981934
	Iteration 3Q: 3 clusters Score -9658271 nChanged 1992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28892 members 
Mstep: Class 2 contains 22578 members 
Entering Unmasked Estep 
Score: -9658869.000000 Penalty: 5380.981934
	Iteration 4Q: 3 clusters Score -9658869 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -9659705.000000 Penalty: 5380.981934
	Iteration 5Q: 3 clusters Score -9659705 nChanged 2607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32776 members 
Mstep: Class 2 contains 18694 members 
Entering Unmasked Estep 
Score: -9660950.000000 Penalty: 5380.981934
	Iteration 6F: 3 clusters Score -9660950 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35719 members 
Mstep: Class 2 contains 15751 members 
Entering Unmasked Estep 
Score: -9662808.000000 Penalty: 5380.981934
	Iteration 7F: 3 clusters Score -9662808 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39253 members 
Mstep: Class 2 contains 12217 members 
Entering Unmasked Estep 
Score: -9665459.000000 Penalty: 5380.981934
	Iteration 8F: 3 clusters Score -9665459 nChanged 3762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42991 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -9668469.000000 Penalty: 5380.981934
	Iteration 9F: 3 clusters Score -9668469 nChanged 3317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46284 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -9671259.000000 Penalty: 5380.981934
	Iteration 10F: 3 clusters Score -9671259 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48566 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -9673166.000000 Penalty: 5380.981934
	Iteration 11Q: 3 clusters Score -9673166 nChanged 1376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49930 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -9674330.000000 Penalty: 5380.981934
	Iteration 12Q: 3 clusters Score -9674330 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50581 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -9674891.000000 Penalty: 5380.981934
	Iteration 13Q: 3 clusters Score -9674891 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50892 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -9675170.000000 Penalty: 5380.981934
	Iteration 14Q: 3 clusters Score -9675170 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -9675311.000000 Penalty: 5380.981934
	Iteration 15Q: 3 clusters Score -9675311 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51085 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -9675403.000000 Penalty: 5380.981934
	Iteration 16Q: 3 clusters Score -9675403 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51107 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -9675454.000000 Penalty: 5380.981934
	Iteration 17Q: 3 clusters Score -9675454 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -9675484.000000 Penalty: 5380.981934
	Iteration 18Q: 3 clusters Score -9675484 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51134 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -9675506.000000 Penalty: 5380.981934
	Iteration 19Q: 3 clusters Score -9675506 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51143 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -9675521.000000 Penalty: 5380.981934
	Iteration 20F: 3 clusters Score -9675521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51147 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -9675522.000000 Penalty: 5380.981934
	Iteration 21Q: 3 clusters Score -9675522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51151 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -9675523.000000 Penalty: 5380.981934
	Iteration 22Q: 3 clusters Score -9675523 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -9675530.000000 Penalty: 5380.981934
	Iteration 23Q: 3 clusters Score -9675530 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9675535.000000 Penalty: 5380.981934
	Iteration 24Q: 3 clusters Score -9675535 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -9675535.000000 Penalty: 5380.981934
	Iteration 25F: 3 clusters Score -9675535 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69840 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69840 members 
Entering Unmasked Estep 
Score: -12689278.000000 Penalty: 2766.182617
	Iteration 0F: 2 clusters Score -1.268928e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35018 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -12645846.000000 Penalty: 5532.365234
	Iteration 0F: 3 clusters Score -1.264585e+07 nChanged 32782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36716 members 
Mstep: Class 2 contains 33124 members 
Entering Unmasked Estep 
Score: -12664213.000000 Penalty: 5532.365234
	Iteration 1F: 3 clusters Score -1.266421e+07 nChanged 2565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37905 members 
Mstep: Class 2 contains 31935 members 
Entering Unmasked Estep 
Score: -12664873.000000 Penalty: 5532.365234
	Iteration 2Q: 3 clusters Score -1.266487e+07 nChanged 2726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39635 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -12665764.000000 Penalty: 5532.365234
	Iteration 3Q: 3 clusters Score -1.266576e+07 nChanged 3135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 27764 members 
Entering Unmasked Estep 
Score: -12666970.000000 Penalty: 5532.365234
	Iteration 4Q: 3 clusters Score -1.266697e+07 nChanged 3929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45505 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -12669106.000000 Penalty: 5532.365234
	Iteration 5F: 3 clusters Score -1.266911e+07 nChanged 4929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50054 members 
Mstep: Class 2 contains 19786 members 
Entering Unmasked Estep 
Score: -12671978.000000 Penalty: 5532.365234
	Iteration 6F: 3 clusters Score -1.267198e+07 nChanged 5439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55241 members 
Mstep: Class 2 contains 14599 members 
Entering Unmasked Estep 
Score: -12676033.000000 Penalty: 5532.365234
	Iteration 7F: 3 clusters Score -1.267603e+07 nChanged 5026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60115 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -12679792.000000 Penalty: 5532.365234
	Iteration 8F: 3 clusters Score -1.267979e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63662 members 
Mstep: Class 2 contains 6178 members 
Entering Unmasked Estep 
Score: -12682317.000000 Penalty: 5532.365234
	Iteration 9F: 3 clusters Score -1.268232e+07 nChanged 2096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65680 members 
Mstep: Class 2 contains 4160 members 
Entering Unmasked Estep 
Score: -12684067.000000 Penalty: 5532.365234
	Iteration 10Q: 3 clusters Score -1.268407e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66711 members 
Mstep: Class 2 contains 3129 members 
Entering Unmasked Estep 
Score: -12685038.000000 Penalty: 5532.365234
	Iteration 11Q: 3 clusters Score -1.268504e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67223 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -12685585.000000 Penalty: 5532.365234
	Iteration 12Q: 3 clusters Score -1.268558e+07 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67495 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -12685875.000000 Penalty: 5532.365234
	Iteration 13Q: 3 clusters Score -1.268588e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67642 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -12686045.000000 Penalty: 5532.365234
	Iteration 14Q: 3 clusters Score -1.268604e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67746 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -12686179.000000 Penalty: 5532.365234
	Iteration 15Q: 3 clusters Score -1.268618e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67830 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -12686251.000000 Penalty: 5532.365234
	Iteration 16Q: 3 clusters Score -1.268625e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67913 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -12686298.000000 Penalty: 5532.365234
	Iteration 17Q: 3 clusters Score -1.26863e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67976 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -12686382.000000 Penalty: 5532.365234
	Iteration 18Q: 3 clusters Score -1.268638e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68026 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -12686394.000000 Penalty: 5532.365234
	Iteration 19Q: 3 clusters Score -1.268639e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68076 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -12686448.000000 Penalty: 5532.365234
	Iteration 20F: 3 clusters Score -1.268645e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68131 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -12686498.000000 Penalty: 5532.365234
	Iteration 21Q: 3 clusters Score -1.26865e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68176 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -12686545.000000 Penalty: 5532.365234
	Iteration 22Q: 3 clusters Score -1.268654e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68221 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -12686543.000000 Penalty: 5532.365234
	Iteration 23Q: 3 clusters Score -1.268654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68251 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12686570.000000 Penalty: 5532.365234
	Iteration 24Q: 3 clusters Score -1.268657e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68270 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -12686566.000000 Penalty: 5532.365234
	Iteration 25Q: 3 clusters Score -1.268657e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68285 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -12686588.000000 Penalty: 5532.365234
	Iteration 26Q: 3 clusters Score -1.268659e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68299 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -12686607.000000 Penalty: 5532.365234
	Iteration 27Q: 3 clusters Score -1.268661e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68312 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -12686611.000000 Penalty: 5532.365234
	Iteration 28Q: 3 clusters Score -1.268661e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68320 members 
Mstep: Class 2 contains 1520 members 
Entering Unmasked Estep 
Score: -12686614.000000 Penalty: 5532.365234
	Iteration 29Q: 3 clusters Score -1.268661e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68331 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -12686621.000000 Penalty: 5532.365234
	Iteration 30Q: 3 clusters Score -1.268662e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68347 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -12686633.000000 Penalty: 5532.365234
	Iteration 31Q: 3 clusters Score -1.268663e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68359 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -12686632.000000 Penalty: 5532.365234
	Iteration 32Q: 3 clusters Score -1.268663e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68375 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -12686648.000000 Penalty: 5532.365234
	Iteration 33Q: 3 clusters Score -1.268665e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68389 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -12686659.000000 Penalty: 5532.365234
	Iteration 34Q: 3 clusters Score -1.268666e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68400 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -12686656.000000 Penalty: 5532.365234
	Iteration 35Q: 3 clusters Score -1.268666e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68408 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -12686664.000000 Penalty: 5532.365234
	Iteration 36Q: 3 clusters Score -1.268666e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -12686678.000000 Penalty: 5532.365234
	Iteration 37Q: 3 clusters Score -1.268668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68416 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -12686680.000000 Penalty: 5532.365234
	Iteration 38Q: 3 clusters Score -1.268668e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68418 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -12686683.000000 Penalty: 5532.365234
	Iteration 39Q: 3 clusters Score -1.268668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68422 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -12686690.000000 Penalty: 5532.365234
	Iteration 40F: 3 clusters Score -1.268669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68427 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -12686683.000000 Penalty: 5532.365234
	Iteration 41Q: 3 clusters Score -1.268668e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68430 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -12686687.000000 Penalty: 5532.365234
	Iteration 42Q: 3 clusters Score -1.268669e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68435 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -12686685.000000 Penalty: 5532.365234
	Iteration 43Q: 3 clusters Score -1.268668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68439 members 
Mstep: Class 2 contains 1401 members 
Entering Unmasked Estep 
Score: -12686692.000000 Penalty: 5532.365234
	Iteration 44Q: 3 clusters Score -1.268669e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68446 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -12686701.000000 Penalty: 5532.365234
	Iteration 45Q: 3 clusters Score -1.26867e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12686712.000000 Penalty: 5532.365234
	Iteration 46Q: 3 clusters Score -1.268671e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68450 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -12686715.000000 Penalty: 5532.365234
	Iteration 47Q: 3 clusters Score -1.268672e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68453 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -12686732.000000 Penalty: 5532.365234
	Iteration 48Q: 3 clusters Score -1.268673e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12686732.000000 Penalty: 5532.365234
	Iteration 49Q: 3 clusters Score -1.268673e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68454 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -12686732.000000 Penalty: 5532.365234
	Iteration 50Q: 3 clusters Score -1.268673e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12686734.000000 Penalty: 5532.365234
	Iteration 51Q: 3 clusters Score -1.268673e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68455 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -12686734.000000 Penalty: 5532.365234
	Iteration 52F: 3 clusters Score -1.268673e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52644 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52644 members 
Entering Unmasked Estep 
Score: -9903556.000000 Penalty: 2696.084229
	Iteration 0F: 2 clusters Score -9903556 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26246 members 
Mstep: Class 2 contains 26398 members 
Entering Unmasked Estep 
Score: -9869257.000000 Penalty: 5392.168457
	Iteration 0F: 3 clusters Score -9869257 nChanged 24354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25630 members 
Mstep: Class 2 contains 27014 members 
Entering Unmasked Estep 
Score: -9882793.000000 Penalty: 5392.168457
	Iteration 1F: 3 clusters Score -9882793 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25138 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -9883320.000000 Penalty: 5392.168457
	Iteration 2Q: 3 clusters Score -9883320 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24378 members 
Mstep: Class 2 contains 28266 members 
Entering Unmasked Estep 
Score: -9883892.000000 Penalty: 5392.168457
	Iteration 3Q: 3 clusters Score -9883892 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23301 members 
Mstep: Class 2 contains 29343 members 
Entering Unmasked Estep 
Score: -9884548.000000 Penalty: 5392.168457
	Iteration 4Q: 3 clusters Score -9884548 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21724 members 
Mstep: Class 2 contains 30920 members 
Entering Unmasked Estep 
Score: -9885543.000000 Penalty: 5392.168457
	Iteration 5Q: 3 clusters Score -9885543 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 33033 members 
Entering Unmasked Estep 
Score: -9886973.000000 Penalty: 5392.168457
	Iteration 6F: 3 clusters Score -9886973 nChanged 3037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17080 members 
Mstep: Class 2 contains 35564 members 
Entering Unmasked Estep 
Score: -9888920.000000 Penalty: 5392.168457
	Iteration 7F: 3 clusters Score -9888920 nChanged 3363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 38409 members 
Entering Unmasked Estep 
Score: -9891465.000000 Penalty: 5392.168457
	Iteration 8F: 3 clusters Score -9891465 nChanged 3215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11542 members 
Mstep: Class 2 contains 41102 members 
Entering Unmasked Estep 
Score: -9894151.000000 Penalty: 5392.168457
	Iteration 9F: 3 clusters Score -9894151 nChanged 2662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 43168 members 
Entering Unmasked Estep 
Score: -9896363.000000 Penalty: 5392.168457
	Iteration 10F: 3 clusters Score -9896363 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8175 members 
Mstep: Class 2 contains 44469 members 
Entering Unmasked Estep 
Score: -9897971.000000 Penalty: 5392.168457
	Iteration 11Q: 3 clusters Score -9897971 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7347 members 
Mstep: Class 2 contains 45297 members 
Entering Unmasked Estep 
Score: -9898969.000000 Penalty: 5392.168457
	Iteration 12Q: 3 clusters Score -9898969 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6813 members 
Mstep: Class 2 contains 45831 members 
Entering Unmasked Estep 
Score: -9899502.000000 Penalty: 5392.168457
	Iteration 13Q: 3 clusters Score -9899502 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6386 members 
Mstep: Class 2 contains 46258 members 
Entering Unmasked Estep 
Score: -9899968.000000 Penalty: 5392.168457
	Iteration 14Q: 3 clusters Score -9899968 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6030 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -9900338.000000 Penalty: 5392.168457
	Iteration 15Q: 3 clusters Score -9900338 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5759 members 
Mstep: Class 2 contains 46885 members 
Entering Unmasked Estep 
Score: -9900599.000000 Penalty: 5392.168457
	Iteration 16Q: 3 clusters Score -9900599 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5548 members 
Mstep: Class 2 contains 47096 members 
Entering Unmasked Estep 
Score: -9900745.000000 Penalty: 5392.168457
	Iteration 17Q: 3 clusters Score -9900745 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5387 members 
Mstep: Class 2 contains 47257 members 
Entering Unmasked Estep 
Score: -9900884.000000 Penalty: 5392.168457
	Iteration 18Q: 3 clusters Score -9900884 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5281 members 
Mstep: Class 2 contains 47363 members 
Entering Unmasked Estep 
Score: -9901000.000000 Penalty: 5392.168457
	Iteration 19Q: 3 clusters Score -9901000 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5209 members 
Mstep: Class 2 contains 47435 members 
Entering Unmasked Estep 
Score: -9901066.000000 Penalty: 5392.168457
	Iteration 20F: 3 clusters Score -9901066 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 47491 members 
Entering Unmasked Estep 
Score: -9901113.000000 Penalty: 5392.168457
	Iteration 21Q: 3 clusters Score -9901113 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5109 members 
Mstep: Class 2 contains 47535 members 
Entering Unmasked Estep 
Score: -9901130.000000 Penalty: 5392.168457
	Iteration 22Q: 3 clusters Score -9901130 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 47597 members 
Entering Unmasked Estep 
Score: -9901170.000000 Penalty: 5392.168457
	Iteration 23Q: 3 clusters Score -9901170 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4987 members 
Mstep: Class 2 contains 47657 members 
Entering Unmasked Estep 
Score: -9901193.000000 Penalty: 5392.168457
	Iteration 24Q: 3 clusters Score -9901193 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4933 members 
Mstep: Class 2 contains 47711 members 
Entering Unmasked Estep 
Score: -9901221.000000 Penalty: 5392.168457
	Iteration 25Q: 3 clusters Score -9901221 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 47769 members 
Entering Unmasked Estep 
Score: -9901227.000000 Penalty: 5392.168457
	Iteration 26Q: 3 clusters Score -9901227 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4825 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -9901250.000000 Penalty: 5392.168457
	Iteration 27Q: 3 clusters Score -9901250 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 47875 members 
Entering Unmasked Estep 
Score: -9901246.000000 Penalty: 5392.168457
	Iteration 28Q: 3 clusters Score -9901246 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 47943 members 
Entering Unmasked Estep 
Score: -9901250.000000 Penalty: 5392.168457
	Iteration 29Q: 3 clusters Score -9901250 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -9901266.000000 Penalty: 5392.168457
	Iteration 30Q: 3 clusters Score -9901266 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 48069 members 
Entering Unmasked Estep 
Score: -9901247.000000 Penalty: 5392.168457
	Iteration 31Q: 3 clusters Score -9901247 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 48132 members 
Entering Unmasked Estep 
Score: -9901261.000000 Penalty: 5392.168457
	Iteration 32Q: 3 clusters Score -9901261 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4462 members 
Mstep: Class 2 contains 48182 members 
Entering Unmasked Estep 
Score: -9901268.000000 Penalty: 5392.168457
	Iteration 33Q: 3 clusters Score -9901268 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 48228 members 
Entering Unmasked Estep 
Score: -9901282.000000 Penalty: 5392.168457
	Iteration 34Q: 3 clusters Score -9901282 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 48261 members 
Entering Unmasked Estep 
Score: -9901306.000000 Penalty: 5392.168457
	Iteration 35Q: 3 clusters Score -9901306 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 48299 members 
Entering Unmasked Estep 
Score: -9901292.000000 Penalty: 5392.168457
	Iteration 36Q: 3 clusters Score -9901292 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 48329 members 
Entering Unmasked Estep 
Score: -9901303.000000 Penalty: 5392.168457
	Iteration 37Q: 3 clusters Score -9901303 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4282 members 
Mstep: Class 2 contains 48362 members 
Entering Unmasked Estep 
Score: -9901302.000000 Penalty: 5392.168457
	Iteration 38Q: 3 clusters Score -9901302 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 48387 members 
Entering Unmasked Estep 
Score: -9901295.000000 Penalty: 5392.168457
	Iteration 39Q: 3 clusters Score -9901295 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 48406 members 
Entering Unmasked Estep 
Score: -9901289.000000 Penalty: 5392.168457
	Iteration 40F: 3 clusters Score -9901289 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4221 members 
Mstep: Class 2 contains 48423 members 
Entering Unmasked Estep 
Score: -9901276.000000 Penalty: 5392.168457
	Iteration 41Q: 3 clusters Score -9901276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 48441 members 
Entering Unmasked Estep 
Score: -9901277.000000 Penalty: 5392.168457
	Iteration 42Q: 3 clusters Score -9901277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 48458 members 
Entering Unmasked Estep 
Score: -9901287.000000 Penalty: 5392.168457
	Iteration 43Q: 3 clusters Score -9901287 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4169 members 
Mstep: Class 2 contains 48475 members 
Entering Unmasked Estep 
Score: -9901290.000000 Penalty: 5392.168457
	Iteration 44Q: 3 clusters Score -9901290 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4155 members 
Mstep: Class 2 contains 48489 members 
Entering Unmasked Estep 
Score: -9901285.000000 Penalty: 5392.168457
	Iteration 45Q: 3 clusters Score -9901285 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4143 members 
Mstep: Class 2 contains 48501 members 
Entering Unmasked Estep 
Score: -9901288.000000 Penalty: 5392.168457
	Iteration 46Q: 3 clusters Score -9901288 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 48520 members 
Entering Unmasked Estep 
Score: -9901291.000000 Penalty: 5392.168457
	Iteration 47Q: 3 clusters Score -9901291 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4103 members 
Mstep: Class 2 contains 48541 members 
Entering Unmasked Estep 
Score: -9901287.000000 Penalty: 5392.168457
	Iteration 48Q: 3 clusters Score -9901287 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 48569 members 
Entering Unmasked Estep 
Score: -9901283.000000 Penalty: 5392.168457
	Iteration 49Q: 3 clusters Score -9901283 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 48601 members 
Entering Unmasked Estep 
Score: -9901282.000000 Penalty: 5392.168457
	Iteration 50Q: 3 clusters Score -9901282 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 48623 members 
Entering Unmasked Estep 
Score: -9901291.000000 Penalty: 5392.168457
	Iteration 51Q: 3 clusters Score -9901291 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 48643 members 
Entering Unmasked Estep 
Score: -9901280.000000 Penalty: 5392.168457
	Iteration 52Q: 3 clusters Score -9901280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 48661 members 
Entering Unmasked Estep 
Score: -9901274.000000 Penalty: 5392.168457
	Iteration 53Q: 3 clusters Score -9901274 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 48680 members 
Entering Unmasked Estep 
Score: -9901272.000000 Penalty: 5392.168457
	Iteration 54Q: 3 clusters Score -9901272 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 48701 members 
Entering Unmasked Estep 
Score: -9901291.000000 Penalty: 5392.168457
	Iteration 55Q: 3 clusters Score -9901291 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 48722 members 
Entering Unmasked Estep 
Score: -9901281.000000 Penalty: 5392.168457
	Iteration 56Q: 3 clusters Score -9901281 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 48741 members 
Entering Unmasked Estep 
Score: -9901294.000000 Penalty: 5392.168457
	Iteration 57Q: 3 clusters Score -9901294 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3883 members 
Mstep: Class 2 contains 48761 members 
Entering Unmasked Estep 
Score: -9901299.000000 Penalty: 5392.168457
	Iteration 58Q: 3 clusters Score -9901299 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3852 members 
Mstep: Class 2 contains 48792 members 
Entering Unmasked Estep 
Score: -9901297.000000 Penalty: 5392.168457
	Iteration 59Q: 3 clusters Score -9901297 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3823 members 
Mstep: Class 2 contains 48821 members 
Entering Unmasked Estep 
Score: -9901300.000000 Penalty: 5392.168457
	Iteration 60F: 3 clusters Score -9901300 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 48848 members 
Entering Unmasked Estep 
Score: -9901310.000000 Penalty: 5392.168457
	Iteration 61Q: 3 clusters Score -9901310 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 48880 members 
Entering Unmasked Estep 
Score: -9901304.000000 Penalty: 5392.168457
	Iteration 62Q: 3 clusters Score -9901304 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 48904 members 
Entering Unmasked Estep 
Score: -9901307.000000 Penalty: 5392.168457
	Iteration 63Q: 3 clusters Score -9901307 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 48924 members 
Entering Unmasked Estep 
Score: -9901309.000000 Penalty: 5392.168457
	Iteration 64Q: 3 clusters Score -9901309 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 48949 members 
Entering Unmasked Estep 
Score: -9901317.000000 Penalty: 5392.168457
	Iteration 65Q: 3 clusters Score -9901317 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -9901316.000000 Penalty: 5392.168457
	Iteration 66Q: 3 clusters Score -9901316 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3645 members 
Mstep: Class 2 contains 48999 members 
Entering Unmasked Estep 
Score: -9901309.000000 Penalty: 5392.168457
	Iteration 67Q: 3 clusters Score -9901309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -9901307.000000 Penalty: 5392.168457
	Iteration 68Q: 3 clusters Score -9901307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 49027 members 
Entering Unmasked Estep 
Score: -9901299.000000 Penalty: 5392.168457
	Iteration 69Q: 3 clusters Score -9901299 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 49042 members 
Entering Unmasked Estep 
Score: -9901306.000000 Penalty: 5392.168457
	Iteration 70Q: 3 clusters Score -9901306 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -9901302.000000 Penalty: 5392.168457
	Iteration 71Q: 3 clusters Score -9901302 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3539 members 
Mstep: Class 2 contains 49105 members 
Entering Unmasked Estep 
Score: -9901310.000000 Penalty: 5392.168457
	Iteration 72Q: 3 clusters Score -9901310 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 49131 members 
Entering Unmasked Estep 
Score: -9901316.000000 Penalty: 5392.168457
	Iteration 73Q: 3 clusters Score -9901316 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3494 members 
Mstep: Class 2 contains 49150 members 
Entering Unmasked Estep 
Score: -9901297.000000 Penalty: 5392.168457
	Iteration 74Q: 3 clusters Score -9901297 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -9901287.000000 Penalty: 5392.168457
	Iteration 75Q: 3 clusters Score -9901287 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3462 members 
Mstep: Class 2 contains 49182 members 
Entering Unmasked Estep 
Score: -9901296.000000 Penalty: 5392.168457
	Iteration 76Q: 3 clusters Score -9901296 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 49205 members 
Entering Unmasked Estep 
Score: -9901299.000000 Penalty: 5392.168457
	Iteration 77Q: 3 clusters Score -9901299 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 49224 members 
Entering Unmasked Estep 
Score: -9901283.000000 Penalty: 5392.168457
	Iteration 78Q: 3 clusters Score -9901283 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3409 members 
Mstep: Class 2 contains 49235 members 
Entering Unmasked Estep 
Score: -9901292.000000 Penalty: 5392.168457
	Iteration 79Q: 3 clusters Score -9901292 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 49240 members 
Entering Unmasked Estep 
Score: -9901291.000000 Penalty: 5392.168457
	Iteration 80F: 3 clusters Score -9901291 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 49243 members 
Entering Unmasked Estep 
Score: -9901290.000000 Penalty: 5392.168457
	Iteration 81Q: 3 clusters Score -9901290 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3398 members 
Mstep: Class 2 contains 49246 members 
Entering Unmasked Estep 
Score: -9901290.000000 Penalty: 5392.168457
	Iteration 82Q: 3 clusters Score -9901290 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 49249 members 
Entering Unmasked Estep 
Score: -9901299.000000 Penalty: 5392.168457
	Iteration 83Q: 3 clusters Score -9901299 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 49254 members 
Entering Unmasked Estep 
Score: -9901287.000000 Penalty: 5392.168457
	Iteration 84Q: 3 clusters Score -9901287 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -9901274.000000 Penalty: 5392.168457
	Iteration 85Q: 3 clusters Score -9901274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 49270 members 
Entering Unmasked Estep 
Score: -9901269.000000 Penalty: 5392.168457
	Iteration 86Q: 3 clusters Score -9901269 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 49280 members 
Entering Unmasked Estep 
Score: -9901279.000000 Penalty: 5392.168457
	Iteration 87Q: 3 clusters Score -9901279 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 49289 members 
Entering Unmasked Estep 
Score: -9901280.000000 Penalty: 5392.168457
	Iteration 88Q: 3 clusters Score -9901280 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -9901284.000000 Penalty: 5392.168457
	Iteration 89Q: 3 clusters Score -9901284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 49307 members 
Entering Unmasked Estep 
Score: -9901285.000000 Penalty: 5392.168457
	Iteration 90Q: 3 clusters Score -9901285 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3330 members 
Mstep: Class 2 contains 49314 members 
Entering Unmasked Estep 
Score: -9901287.000000 Penalty: 5392.168457
	Iteration 91Q: 3 clusters Score -9901287 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 49325 members 
Entering Unmasked Estep 
Score: -9901294.000000 Penalty: 5392.168457
	Iteration 92Q: 3 clusters Score -9901294 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 49335 members 
Entering Unmasked Estep 
Score: -9901296.000000 Penalty: 5392.168457
	Iteration 93Q: 3 clusters Score -9901296 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 49343 members 
Entering Unmasked Estep 
Score: -9901293.000000 Penalty: 5392.168457
	Iteration 94Q: 3 clusters Score -9901293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 49354 members 
Entering Unmasked Estep 
Score: -9901292.000000 Penalty: 5392.168457
	Iteration 95Q: 3 clusters Score -9901292 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 49370 members 
Entering Unmasked Estep 
Score: -9901298.000000 Penalty: 5392.168457
	Iteration 96Q: 3 clusters Score -9901298 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 49385 members 
Entering Unmasked Estep 
Score: -9901315.000000 Penalty: 5392.168457
	Iteration 97Q: 3 clusters Score -9901315 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 49401 members 
Entering Unmasked Estep 
Score: -9901296.000000 Penalty: 5392.168457
	Iteration 98Q: 3 clusters Score -9901296 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -9901292.000000 Penalty: 5392.168457
	Iteration 99Q: 3 clusters Score -9901292 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 49436 members 
Entering Unmasked Estep 
Score: -9901287.000000 Penalty: 5392.168457
	Iteration 100F: 3 clusters Score -9901287 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 49456 members 
Entering Unmasked Estep 
Score: -9901302.000000 Penalty: 5392.168457
	Iteration 101Q: 3 clusters Score -9901302 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 49479 members 
Entering Unmasked Estep 
Score: -9901308.000000 Penalty: 5392.168457
	Iteration 102Q: 3 clusters Score -9901308 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 49498 members 
Entering Unmasked Estep 
Score: -9901305.000000 Penalty: 5392.168457
	Iteration 103Q: 3 clusters Score -9901305 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 49515 members 
Entering Unmasked Estep 
Score: -9901309.000000 Penalty: 5392.168457
	Iteration 104Q: 3 clusters Score -9901309 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 49527 members 
Entering Unmasked Estep 
Score: -9901314.000000 Penalty: 5392.168457
	Iteration 105Q: 3 clusters Score -9901314 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 49537 members 
Entering Unmasked Estep 
Score: -9901305.000000 Penalty: 5392.168457
	Iteration 106Q: 3 clusters Score -9901305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3098 members 
Mstep: Class 2 contains 49546 members 
Entering Unmasked Estep 
Score: -9901307.000000 Penalty: 5392.168457
	Iteration 107Q: 3 clusters Score -9901307 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 49556 members 
Entering Unmasked Estep 
Score: -9901308.000000 Penalty: 5392.168457
	Iteration 108Q: 3 clusters Score -9901308 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -9901306.000000 Penalty: 5392.168457
	Iteration 109Q: 3 clusters Score -9901306 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 49566 members 
Entering Unmasked Estep 
Score: -9901311.000000 Penalty: 5392.168457
	Iteration 110Q: 3 clusters Score -9901311 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3073 members 
Mstep: Class 2 contains 49571 members 
Entering Unmasked Estep 
Score: -9901298.000000 Penalty: 5392.168457
	Iteration 111Q: 3 clusters Score -9901298 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3069 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -9901299.000000 Penalty: 5392.168457
	Iteration 112Q: 3 clusters Score -9901299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -9901305.000000 Penalty: 5392.168457
	Iteration 113Q: 3 clusters Score -9901305 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 49576 members 
Entering Unmasked Estep 
Score: -9901305.000000 Penalty: 5392.168457
	Iteration 114F: 3 clusters Score -9901305 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4640 members 
Entering Unmasked Estep 
Score: -864399.812500 Penalty: 2093.732422
	Iteration 0F: 2 clusters Score -864399.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -860159.062500 Penalty: 4187.464844
	Iteration 0F: 3 clusters Score -860159.1 nChanged 1726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -861147.375000 Penalty: 4187.464844
	Iteration 1F: 3 clusters Score -861147.4 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -861402.687500 Penalty: 4187.464844
	Iteration 2F: 3 clusters Score -861402.7 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 2681 members 
Entering Unmasked Estep 
Score: -861599.437500 Penalty: 4187.464844
	Iteration 3F: 3 clusters Score -861599.4 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -861746.000000 Penalty: 4187.464844
	Iteration 4Q: 3 clusters Score -861746 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -861884.000000 Penalty: 4187.464844
	Iteration 5Q: 3 clusters Score -861884 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 2974 members 
Entering Unmasked Estep 
Score: -861996.375000 Penalty: 4187.464844
	Iteration 6Q: 3 clusters Score -861996.4 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -862101.250000 Penalty: 4187.464844
	Iteration 7Q: 3 clusters Score -862101.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -862180.375000 Penalty: 4187.464844
	Iteration 8Q: 3 clusters Score -862180.4 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -862252.312500 Penalty: 4187.464844
	Iteration 9Q: 3 clusters Score -862252.3 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -862326.937500 Penalty: 4187.464844
	Iteration 10Q: 3 clusters Score -862326.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -862378.062500 Penalty: 4187.464844
	Iteration 11Q: 3 clusters Score -862378.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -862424.500000 Penalty: 4187.464844
	Iteration 12Q: 3 clusters Score -862424.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -862456.125000 Penalty: 4187.464844
	Iteration 13Q: 3 clusters Score -862456.1 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 3441 members 
Entering Unmasked Estep 
Score: -862485.312500 Penalty: 4187.464844
	Iteration 14Q: 3 clusters Score -862485.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 3470 members 
Entering Unmasked Estep 
Score: -862508.375000 Penalty: 4187.464844
	Iteration 15Q: 3 clusters Score -862508.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 3502 members 
Entering Unmasked Estep 
Score: -862526.812500 Penalty: 4187.464844
	Iteration 16Q: 3 clusters Score -862526.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -862541.500000 Penalty: 4187.464844
	Iteration 17Q: 3 clusters Score -862541.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 3542 members 
Entering Unmasked Estep 
Score: -862555.125000 Penalty: 4187.464844
	Iteration 18Q: 3 clusters Score -862555.1 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 3567 members 
Entering Unmasked Estep 
Score: -862575.125000 Penalty: 4187.464844
	Iteration 19Q: 3 clusters Score -862575.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -862594.312500 Penalty: 4187.464844
	Iteration 20F: 3 clusters Score -862594.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 3604 members 
Entering Unmasked Estep 
Score: -862612.500000 Penalty: 4187.464844
	Iteration 21Q: 3 clusters Score -862612.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -862624.750000 Penalty: 4187.464844
	Iteration 22Q: 3 clusters Score -862624.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 3645 members 
Entering Unmasked Estep 
Score: -862642.250000 Penalty: 4187.464844
	Iteration 23Q: 3 clusters Score -862642.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 3660 members 
Entering Unmasked Estep 
Score: -862653.312500 Penalty: 4187.464844
	Iteration 24Q: 3 clusters Score -862653.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 3677 members 
Entering Unmasked Estep 
Score: -862666.437500 Penalty: 4187.464844
	Iteration 25Q: 3 clusters Score -862666.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 3690 members 
Entering Unmasked Estep 
Score: -862679.875000 Penalty: 4187.464844
	Iteration 26Q: 3 clusters Score -862679.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 3709 members 
Entering Unmasked Estep 
Score: -862696.750000 Penalty: 4187.464844
	Iteration 27Q: 3 clusters Score -862696.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -862704.875000 Penalty: 4187.464844
	Iteration 28Q: 3 clusters Score -862704.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -862716.437500 Penalty: 4187.464844
	Iteration 29Q: 3 clusters Score -862716.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -862727.687500 Penalty: 4187.464844
	Iteration 30Q: 3 clusters Score -862727.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 878 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -862738.312500 Penalty: 4187.464844
	Iteration 31Q: 3 clusters Score -862738.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -862746.312500 Penalty: 4187.464844
	Iteration 32Q: 3 clusters Score -862746.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -862757.562500 Penalty: 4187.464844
	Iteration 33Q: 3 clusters Score -862757.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 3793 members 
Entering Unmasked Estep 
Score: -862765.875000 Penalty: 4187.464844
	Iteration 34Q: 3 clusters Score -862765.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -862775.125000 Penalty: 4187.464844
	Iteration 35Q: 3 clusters Score -862775.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -862783.250000 Penalty: 4187.464844
	Iteration 36Q: 3 clusters Score -862783.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -862791.125000 Penalty: 4187.464844
	Iteration 37Q: 3 clusters Score -862791.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -862793.750000 Penalty: 4187.464844
	Iteration 38Q: 3 clusters Score -862793.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 3837 members 
Entering Unmasked Estep 
Score: -862798.187500 Penalty: 4187.464844
	Iteration 39Q: 3 clusters Score -862798.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -862800.750000 Penalty: 4187.464844
	Iteration 40F: 3 clusters Score -862800.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -862802.750000 Penalty: 4187.464844
	Iteration 41Q: 3 clusters Score -862802.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 3842 members 
Entering Unmasked Estep 
Score: -862804.937500 Penalty: 4187.464844
	Iteration 42Q: 3 clusters Score -862804.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -862805.312500 Penalty: 4187.464844
	Iteration 43Q: 3 clusters Score -862805.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -862805.312500 Penalty: 4187.464844
	Iteration 44F: 3 clusters Score -862805.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29355 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29355 members 
Entering Unmasked Estep 
Score: -5601134.000000 Penalty: 2551.229980
	Iteration 0F: 2 clusters Score -5601134 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 14612 members 
Entering Unmasked Estep 
Score: -5581405.000000 Penalty: 5102.459961
	Iteration 0F: 3 clusters Score -5581405 nChanged 13192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15253 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -5588678.500000 Penalty: 5102.459961
	Iteration 1F: 3 clusters Score -5588678 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -5589243.000000 Penalty: 5102.459961
	Iteration 2F: 3 clusters Score -5589243 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15812 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -5589762.000000 Penalty: 5102.459961
	Iteration 3Q: 3 clusters Score -5589762 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16227 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -5590329.000000 Penalty: 5102.459961
	Iteration 4Q: 3 clusters Score -5590329 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16742 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -5590873.500000 Penalty: 5102.459961
	Iteration 5Q: 3 clusters Score -5590874 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 11940 members 
Entering Unmasked Estep 
Score: -5591427.500000 Penalty: 5102.459961
	Iteration 6Q: 3 clusters Score -5591428 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18245 members 
Mstep: Class 2 contains 11110 members 
Entering Unmasked Estep 
Score: -5592031.500000 Penalty: 5102.459961
	Iteration 7Q: 3 clusters Score -5592032 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19174 members 
Mstep: Class 2 contains 10181 members 
Entering Unmasked Estep 
Score: -5592688.500000 Penalty: 5102.459961
	Iteration 8Q: 3 clusters Score -5592688 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20212 members 
Mstep: Class 2 contains 9143 members 
Entering Unmasked Estep 
Score: -5593462.500000 Penalty: 5102.459961
	Iteration 9Q: 3 clusters Score -5593462 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21329 members 
Mstep: Class 2 contains 8026 members 
Entering Unmasked Estep 
Score: -5594399.000000 Penalty: 5102.459961
	Iteration 10Q: 3 clusters Score -5594399 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22429 members 
Mstep: Class 2 contains 6926 members 
Entering Unmasked Estep 
Score: -5595366.000000 Penalty: 5102.459961
	Iteration 11Q: 3 clusters Score -5595366 nChanged 1150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23385 members 
Mstep: Class 2 contains 5970 members 
Entering Unmasked Estep 
Score: -5596137.000000 Penalty: 5102.459961
	Iteration 12Q: 3 clusters Score -5596137 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24190 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -5596746.500000 Penalty: 5102.459961
	Iteration 13Q: 3 clusters Score -5596746 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24836 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -5597132.500000 Penalty: 5102.459961
	Iteration 14Q: 3 clusters Score -5597132 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 3981 members 
Entering Unmasked Estep 
Score: -5597413.500000 Penalty: 5102.459961
	Iteration 15Q: 3 clusters Score -5597414 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25830 members 
Mstep: Class 2 contains 3525 members 
Entering Unmasked Estep 
Score: -5597645.000000 Penalty: 5102.459961
	Iteration 16Q: 3 clusters Score -5597645 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26232 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5597888.000000 Penalty: 5102.459961
	Iteration 17Q: 3 clusters Score -5597888 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26531 members 
Mstep: Class 2 contains 2824 members 
Entering Unmasked Estep 
Score: -5598058.500000 Penalty: 5102.459961
	Iteration 18Q: 3 clusters Score -5598058 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5598190.000000 Penalty: 5102.459961
	Iteration 19Q: 3 clusters Score -5598190 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27028 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -5598293.000000 Penalty: 5102.459961
	Iteration 20F: 3 clusters Score -5598293 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -5598388.500000 Penalty: 5102.459961
	Iteration 21Q: 3 clusters Score -5598388 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27375 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -5598470.500000 Penalty: 5102.459961
	Iteration 22Q: 3 clusters Score -5598470 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27529 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -5598546.000000 Penalty: 5102.459961
	Iteration 23Q: 3 clusters Score -5598546 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27655 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5598612.500000 Penalty: 5102.459961
	Iteration 24Q: 3 clusters Score -5598612 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27767 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -5598672.500000 Penalty: 5102.459961
	Iteration 25Q: 3 clusters Score -5598672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27859 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5598731.500000 Penalty: 5102.459961
	Iteration 26Q: 3 clusters Score -5598732 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27941 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5598791.500000 Penalty: 5102.459961
	Iteration 27Q: 3 clusters Score -5598792 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28005 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -5598814.500000 Penalty: 5102.459961
	Iteration 28Q: 3 clusters Score -5598814 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28080 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5598858.500000 Penalty: 5102.459961
	Iteration 29Q: 3 clusters Score -5598858 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28144 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5598890.000000 Penalty: 5102.459961
	Iteration 30Q: 3 clusters Score -5598890 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -5598917.000000 Penalty: 5102.459961
	Iteration 31Q: 3 clusters Score -5598917 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28233 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5598927.000000 Penalty: 5102.459961
	Iteration 32Q: 3 clusters Score -5598927 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28265 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -5598944.000000 Penalty: 5102.459961
	Iteration 33Q: 3 clusters Score -5598944 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28299 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -5598978.500000 Penalty: 5102.459961
	Iteration 34Q: 3 clusters Score -5598978 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28328 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -5598986.000000 Penalty: 5102.459961
	Iteration 35Q: 3 clusters Score -5598986 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28348 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -5598997.500000 Penalty: 5102.459961
	Iteration 36Q: 3 clusters Score -5598998 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28363 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -5599001.500000 Penalty: 5102.459961
	Iteration 37Q: 3 clusters Score -5599002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28379 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5599000.500000 Penalty: 5102.459961
	Iteration 38Q: 3 clusters Score -5599000 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28390 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -5599013.000000 Penalty: 5102.459961
	Iteration 39Q: 3 clusters Score -5599013 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28397 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -5599015.000000 Penalty: 5102.459961
	Iteration 40F: 3 clusters Score -5599015 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28400 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -5599013.500000 Penalty: 5102.459961
	Iteration 41Q: 3 clusters Score -5599014 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28404 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -5599015.000000 Penalty: 5102.459961
	Iteration 42Q: 3 clusters Score -5599015 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5599021.500000 Penalty: 5102.459961
	Iteration 43Q: 3 clusters Score -5599022 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28419 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5599023.000000 Penalty: 5102.459961
	Iteration 44Q: 3 clusters Score -5599023 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -5599027.000000 Penalty: 5102.459961
	Iteration 45Q: 3 clusters Score -5599027 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28439 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -5599031.000000 Penalty: 5102.459961
	Iteration 46Q: 3 clusters Score -5599031 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -5599040.000000 Penalty: 5102.459961
	Iteration 47Q: 3 clusters Score -5599040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28454 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -5599035.500000 Penalty: 5102.459961
	Iteration 48Q: 3 clusters Score -5599036 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28464 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -5599039.000000 Penalty: 5102.459961
	Iteration 49Q: 3 clusters Score -5599039 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -5599053.500000 Penalty: 5102.459961
	Iteration 50Q: 3 clusters Score -5599054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28479 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -5599051.500000 Penalty: 5102.459961
	Iteration 51Q: 3 clusters Score -5599052 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28488 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -5599058.000000 Penalty: 5102.459961
	Iteration 52Q: 3 clusters Score -5599058 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -5599062.500000 Penalty: 5102.459961
	Iteration 53Q: 3 clusters Score -5599062 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28511 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5599062.500000 Penalty: 5102.459961
	Iteration 54Q: 3 clusters Score -5599062 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28518 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -5599057.500000 Penalty: 5102.459961
	Iteration 55Q: 3 clusters Score -5599058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -5599058.000000 Penalty: 5102.459961
	Iteration 56Q: 3 clusters Score -5599058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28524 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5599064.500000 Penalty: 5102.459961
	Iteration 57Q: 3 clusters Score -5599064 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -5599069.500000 Penalty: 5102.459961
	Iteration 58Q: 3 clusters Score -5599070 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5599075.000000 Penalty: 5102.459961
	Iteration 59Q: 3 clusters Score -5599075 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5599073.000000 Penalty: 5102.459961
	Iteration 60F: 3 clusters Score -5599073 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5599070.500000 Penalty: 5102.459961
	Iteration 61Q: 3 clusters Score -5599070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5599074.500000 Penalty: 5102.459961
	Iteration 62Q: 3 clusters Score -5599074 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28535 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -5599074.500000 Penalty: 5102.459961
	Iteration 63F: 3 clusters Score -5599074 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -111481.242188 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -111481.2 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 353 members 
Entering Unmasked Estep 
Score: -109787.585938 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -109787.6 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -109986.953125 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -109987 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -110049.531250 Penalty: 3228.349365
	Iteration 2F: 3 clusters Score -110049.5 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -110085.875000 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -110085.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -110105.484375 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -110105.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -110116.609375 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -110116.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -110118.585938 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -110118.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -110121.320312 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -110121.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -110122.085938 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -110122.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -110122.085938 Penalty: 3228.349365
	Iteration 9F: 3 clusters Score -110122.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42336 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42336 members 
Entering Unmasked Estep 
Score: -8126423.000000 Penalty: 2642.041504
	Iteration 0F: 2 clusters Score -8126423 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21220 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -8099968.500000 Penalty: 5284.083008
	Iteration 0F: 3 clusters Score -8099968 nChanged 19400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21462 members 
Mstep: Class 2 contains 20874 members 
Entering Unmasked Estep 
Score: -8110490.500000 Penalty: 5284.083008
	Iteration 1F: 3 clusters Score -8110490 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21691 members 
Mstep: Class 2 contains 20645 members 
Entering Unmasked Estep 
Score: -8110920.000000 Penalty: 5284.083008
	Iteration 2Q: 3 clusters Score -8110920 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22007 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -8111326.000000 Penalty: 5284.083008
	Iteration 3Q: 3 clusters Score -8111326 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22453 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -8111758.500000 Penalty: 5284.083008
	Iteration 4Q: 3 clusters Score -8111758 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 19292 members 
Entering Unmasked Estep 
Score: -8112167.500000 Penalty: 5284.083008
	Iteration 5Q: 3 clusters Score -8112168 nChanged 1409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23829 members 
Mstep: Class 2 contains 18507 members 
Entering Unmasked Estep 
Score: -8112579.500000 Penalty: 5284.083008
	Iteration 6Q: 3 clusters Score -8112580 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 17439 members 
Entering Unmasked Estep 
Score: -8113076.000000 Penalty: 5284.083008
	Iteration 7Q: 3 clusters Score -8113076 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26426 members 
Mstep: Class 2 contains 15910 members 
Entering Unmasked Estep 
Score: -8113851.500000 Penalty: 5284.083008
	Iteration 8Q: 3 clusters Score -8113852 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28429 members 
Mstep: Class 2 contains 13907 members 
Entering Unmasked Estep 
Score: -8114978.500000 Penalty: 5284.083008
	Iteration 9F: 3 clusters Score -8114978 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30890 members 
Mstep: Class 2 contains 11446 members 
Entering Unmasked Estep 
Score: -8116543.000000 Penalty: 5284.083008
	Iteration 10F: 3 clusters Score -8116543 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 8769 members 
Entering Unmasked Estep 
Score: -8118474.500000 Penalty: 5284.083008
	Iteration 11F: 3 clusters Score -8118474 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36075 members 
Mstep: Class 2 contains 6261 members 
Entering Unmasked Estep 
Score: -8120198.500000 Penalty: 5284.083008
	Iteration 12F: 3 clusters Score -8120198 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38016 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -8121569.000000 Penalty: 5284.083008
	Iteration 13Q: 3 clusters Score -8121569 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39376 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -8122520.000000 Penalty: 5284.083008
	Iteration 14Q: 3 clusters Score -8122520 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8123132.000000 Penalty: 5284.083008
	Iteration 15Q: 3 clusters Score -8123132 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40946 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8123568.000000 Penalty: 5284.083008
	Iteration 16Q: 3 clusters Score -8123568 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41380 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8123822.000000 Penalty: 5284.083008
	Iteration 17Q: 3 clusters Score -8123822 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41603 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8123946.000000 Penalty: 5284.083008
	Iteration 18Q: 3 clusters Score -8123946 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41759 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -8124062.500000 Penalty: 5284.083008
	Iteration 19Q: 3 clusters Score -8124062 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -8124117.000000 Penalty: 5284.083008
	Iteration 20F: 3 clusters Score -8124117 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41896 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8124180.500000 Penalty: 5284.083008
	Iteration 21Q: 3 clusters Score -8124180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41925 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -8124194.000000 Penalty: 5284.083008
	Iteration 22Q: 3 clusters Score -8124194 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8124216.500000 Penalty: 5284.083008
	Iteration 23Q: 3 clusters Score -8124216 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41965 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8124226.000000 Penalty: 5284.083008
	Iteration 24Q: 3 clusters Score -8124226 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41974 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -8124233.500000 Penalty: 5284.083008
	Iteration 25Q: 3 clusters Score -8124234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -8124241.000000 Penalty: 5284.083008
	Iteration 26Q: 3 clusters Score -8124241 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8124240.500000 Penalty: 5284.083008
	Iteration 27Q: 3 clusters Score -8124240 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42003 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -8124253.500000 Penalty: 5284.083008
	Iteration 28Q: 3 clusters Score -8124254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42009 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -8124258.500000 Penalty: 5284.083008
	Iteration 29Q: 3 clusters Score -8124258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42014 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -8124262.000000 Penalty: 5284.083008
	Iteration 30Q: 3 clusters Score -8124262 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -8124258.000000 Penalty: 5284.083008
	Iteration 31Q: 3 clusters Score -8124258 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8124262.000000 Penalty: 5284.083008
	Iteration 32Q: 3 clusters Score -8124262 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42031 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8124283.500000 Penalty: 5284.083008
	Iteration 33Q: 3 clusters Score -8124284 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -8124302.000000 Penalty: 5284.083008
	Iteration 34Q: 3 clusters Score -8124302 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8124307.500000 Penalty: 5284.083008
	Iteration 35Q: 3 clusters Score -8124308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8124308.500000 Penalty: 5284.083008
	Iteration 36Q: 3 clusters Score -8124308 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42041 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8124308.500000 Penalty: 5284.083008
	Iteration 37F: 3 clusters Score -8124308 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46979 members 
Entering Unmasked Estep 
Score: -8863326.000000 Penalty: 2667.849121
	Iteration 0F: 2 clusters Score -8863326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23350 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -8835643.000000 Penalty: 5335.698242
	Iteration 0F: 3 clusters Score -8835643 nChanged 21503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23037 members 
Mstep: Class 2 contains 23942 members 
Entering Unmasked Estep 
Score: -8847378.000000 Penalty: 5335.698242
	Iteration 1F: 3 clusters Score -8847378 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -8847835.000000 Penalty: 5335.698242
	Iteration 2Q: 3 clusters Score -8847835 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22612 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -8848229.000000 Penalty: 5335.698242
	Iteration 3Q: 3 clusters Score -8848229 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 24726 members 
Entering Unmasked Estep 
Score: -8848597.000000 Penalty: 5335.698242
	Iteration 4Q: 3 clusters Score -8848597 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 25269 members 
Entering Unmasked Estep 
Score: -8848931.000000 Penalty: 5335.698242
	Iteration 5Q: 3 clusters Score -8848931 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21028 members 
Mstep: Class 2 contains 25951 members 
Entering Unmasked Estep 
Score: -8849305.000000 Penalty: 5335.698242
	Iteration 6Q: 3 clusters Score -8849305 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20102 members 
Mstep: Class 2 contains 26877 members 
Entering Unmasked Estep 
Score: -8849760.000000 Penalty: 5335.698242
	Iteration 7Q: 3 clusters Score -8849760 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18812 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -8850363.000000 Penalty: 5335.698242
	Iteration 8Q: 3 clusters Score -8850363 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17034 members 
Mstep: Class 2 contains 29945 members 
Entering Unmasked Estep 
Score: -8851225.000000 Penalty: 5335.698242
	Iteration 9Q: 3 clusters Score -8851225 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14827 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -8852375.000000 Penalty: 5335.698242
	Iteration 10Q: 3 clusters Score -8852375 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12240 members 
Mstep: Class 2 contains 34739 members 
Entering Unmasked Estep 
Score: -8854052.000000 Penalty: 5335.698242
	Iteration 11F: 3 clusters Score -8854052 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9609 members 
Mstep: Class 2 contains 37370 members 
Entering Unmasked Estep 
Score: -8855763.000000 Penalty: 5335.698242
	Iteration 12F: 3 clusters Score -8855763 nChanged 2396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 39664 members 
Entering Unmasked Estep 
Score: -8857366.000000 Penalty: 5335.698242
	Iteration 13F: 3 clusters Score -8857366 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Mstep: Class 2 contains 41326 members 
Entering Unmasked Estep 
Score: -8858469.000000 Penalty: 5335.698242
	Iteration 14Q: 3 clusters Score -8858469 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4545 members 
Mstep: Class 2 contains 42434 members 
Entering Unmasked Estep 
Score: -8859061.000000 Penalty: 5335.698242
	Iteration 15Q: 3 clusters Score -8859061 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3848 members 
Mstep: Class 2 contains 43131 members 
Entering Unmasked Estep 
Score: -8859448.000000 Penalty: 5335.698242
	Iteration 16Q: 3 clusters Score -8859448 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3310 members 
Mstep: Class 2 contains 43669 members 
Entering Unmasked Estep 
Score: -8859688.000000 Penalty: 5335.698242
	Iteration 17Q: 3 clusters Score -8859688 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 44091 members 
Entering Unmasked Estep 
Score: -8859869.000000 Penalty: 5335.698242
	Iteration 18Q: 3 clusters Score -8859869 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2514 members 
Mstep: Class 2 contains 44465 members 
Entering Unmasked Estep 
Score: -8860053.000000 Penalty: 5335.698242
	Iteration 19Q: 3 clusters Score -8860053 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 44755 members 
Entering Unmasked Estep 
Score: -8860191.000000 Penalty: 5335.698242
	Iteration 20F: 3 clusters Score -8860191 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 45010 members 
Entering Unmasked Estep 
Score: -8860291.000000 Penalty: 5335.698242
	Iteration 21Q: 3 clusters Score -8860291 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 45225 members 
Entering Unmasked Estep 
Score: -8860416.000000 Penalty: 5335.698242
	Iteration 22Q: 3 clusters Score -8860416 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8860500.000000 Penalty: 5335.698242
	Iteration 23Q: 3 clusters Score -8860500 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 45510 members 
Entering Unmasked Estep 
Score: -8860559.000000 Penalty: 5335.698242
	Iteration 24Q: 3 clusters Score -8860559 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -8860622.000000 Penalty: 5335.698242
	Iteration 25Q: 3 clusters Score -8860622 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 45682 members 
Entering Unmasked Estep 
Score: -8860663.000000 Penalty: 5335.698242
	Iteration 26Q: 3 clusters Score -8860663 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 45741 members 
Entering Unmasked Estep 
Score: -8860683.000000 Penalty: 5335.698242
	Iteration 27Q: 3 clusters Score -8860683 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1172 members 
Mstep: Class 2 contains 45807 members 
Entering Unmasked Estep 
Score: -8860709.000000 Penalty: 5335.698242
	Iteration 28Q: 3 clusters Score -8860709 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -8860746.000000 Penalty: 5335.698242
	Iteration 29Q: 3 clusters Score -8860746 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 45911 members 
Entering Unmasked Estep 
Score: -8860764.000000 Penalty: 5335.698242
	Iteration 30Q: 3 clusters Score -8860764 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 45948 members 
Entering Unmasked Estep 
Score: -8860798.000000 Penalty: 5335.698242
	Iteration 31Q: 3 clusters Score -8860798 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 45971 members 
Entering Unmasked Estep 
Score: -8860830.000000 Penalty: 5335.698242
	Iteration 32Q: 3 clusters Score -8860830 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 45998 members 
Entering Unmasked Estep 
Score: -8860843.000000 Penalty: 5335.698242
	Iteration 33Q: 3 clusters Score -8860843 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 46016 members 
Entering Unmasked Estep 
Score: -8860846.000000 Penalty: 5335.698242
	Iteration 34Q: 3 clusters Score -8860846 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 46029 members 
Entering Unmasked Estep 
Score: -8860854.000000 Penalty: 5335.698242
	Iteration 35Q: 3 clusters Score -8860854 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 936 members 
Mstep: Class 2 contains 46043 members 
Entering Unmasked Estep 
Score: -8860877.000000 Penalty: 5335.698242
	Iteration 36Q: 3 clusters Score -8860877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 46054 members 
Entering Unmasked Estep 
Score: -8860877.000000 Penalty: 5335.698242
	Iteration 37Q: 3 clusters Score -8860877 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 46073 members 
Entering Unmasked Estep 
Score: -8860891.000000 Penalty: 5335.698242
	Iteration 38Q: 3 clusters Score -8860891 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 46085 members 
Entering Unmasked Estep 
Score: -8860898.000000 Penalty: 5335.698242
	Iteration 39Q: 3 clusters Score -8860898 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 46098 members 
Entering Unmasked Estep 
Score: -8860909.000000 Penalty: 5335.698242
	Iteration 40F: 3 clusters Score -8860909 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 46110 members 
Entering Unmasked Estep 
Score: -8860917.000000 Penalty: 5335.698242
	Iteration 41Q: 3 clusters Score -8860917 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 46119 members 
Entering Unmasked Estep 
Score: -8860919.000000 Penalty: 5335.698242
	Iteration 42Q: 3 clusters Score -8860919 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 46131 members 
Entering Unmasked Estep 
Score: -8860920.000000 Penalty: 5335.698242
	Iteration 43Q: 3 clusters Score -8860920 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 46141 members 
Entering Unmasked Estep 
Score: -8860940.000000 Penalty: 5335.698242
	Iteration 44Q: 3 clusters Score -8860940 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 46152 members 
Entering Unmasked Estep 
Score: -8860962.000000 Penalty: 5335.698242
	Iteration 45Q: 3 clusters Score -8860962 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 46159 members 
Entering Unmasked Estep 
Score: -8860972.000000 Penalty: 5335.698242
	Iteration 46Q: 3 clusters Score -8860972 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 46161 members 
Entering Unmasked Estep 
Score: -8860980.000000 Penalty: 5335.698242
	Iteration 47Q: 3 clusters Score -8860980 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 46164 members 
Entering Unmasked Estep 
Score: -8860981.000000 Penalty: 5335.698242
	Iteration 48Q: 3 clusters Score -8860981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 46167 members 
Entering Unmasked Estep 
Score: -8860985.000000 Penalty: 5335.698242
	Iteration 49Q: 3 clusters Score -8860985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 46171 members 
Entering Unmasked Estep 
Score: -8860986.000000 Penalty: 5335.698242
	Iteration 50Q: 3 clusters Score -8860986 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 46175 members 
Entering Unmasked Estep 
Score: -8860989.000000 Penalty: 5335.698242
	Iteration 51Q: 3 clusters Score -8860989 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 46179 members 
Entering Unmasked Estep 
Score: -8860991.000000 Penalty: 5335.698242
	Iteration 52Q: 3 clusters Score -8860991 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -8860998.000000 Penalty: 5335.698242
	Iteration 53Q: 3 clusters Score -8860998 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 46190 members 
Entering Unmasked Estep 
Score: -8860992.000000 Penalty: 5335.698242
	Iteration 54Q: 3 clusters Score -8860992 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 46193 members 
Entering Unmasked Estep 
Score: -8860985.000000 Penalty: 5335.698242
	Iteration 55Q: 3 clusters Score -8860985 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 46196 members 
Entering Unmasked Estep 
Score: -8860991.000000 Penalty: 5335.698242
	Iteration 56Q: 3 clusters Score -8860991 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8860988.000000 Penalty: 5335.698242
	Iteration 57Q: 3 clusters Score -8860988 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 46198 members 
Entering Unmasked Estep 
Score: -8860988.000000 Penalty: 5335.698242
	Iteration 58F: 3 clusters Score -8860988 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (498 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Entering Unmasked Estep 
Score: -89438.039062 Penalty: 1540.228760
	Iteration 0F: 2 clusters Score -89438.04 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -88041.671875 Penalty: 3080.457520
	Iteration 0F: 3 clusters Score -88041.67 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -88284.195312 Penalty: 3080.457520
	Iteration 1F: 3 clusters Score -88284.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -88420.539062 Penalty: 3080.457520
	Iteration 2F: 3 clusters Score -88420.54 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -88548.703125 Penalty: 3080.457520
	Iteration 3Q: 3 clusters Score -88548.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -88703.296875 Penalty: 3080.457520
	Iteration 4Q: 3 clusters Score -88703.3 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -88836.460938 Penalty: 3080.457520
	Iteration 5F: 3 clusters Score -88836.46 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -88948.132812 Penalty: 3080.457520
	Iteration 6F: 3 clusters Score -88948.13 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -89070.851562 Penalty: 3080.457520
	Iteration 7F: 3 clusters Score -89070.85 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -89143.812500 Penalty: 3080.457520
	Iteration 8Q: 3 clusters Score -89143.81 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -89164.804688 Penalty: 3080.457520
	Iteration 9Q: 3 clusters Score -89164.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -89166.023438 Penalty: 3080.457520
	Iteration 10Q: 3 clusters Score -89166.02 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -89168.156250 Penalty: 3080.457520
	Iteration 11Q: 3 clusters Score -89168.16 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -89168.156250 Penalty: 3080.457520
	Iteration 12F: 3 clusters Score -89168.16 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -151752.640625 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -151752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -149953.062500 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -149953.1 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -150182.062500 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -150182.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -150255.140625 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -150255.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -150290.484375 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -150290.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -150306.562500 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -150306.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -150317.390625 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -150317.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -150332.093750 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -150332.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -150355.000000 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -150355 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -150380.718750 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -150380.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -150392.453125 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -150392.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -150405.156250 Penalty: 3344.468994
	Iteration 10Q: 3 clusters Score -150405.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -150416.421875 Penalty: 3344.468994
	Iteration 11Q: 3 clusters Score -150416.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -150433.265625 Penalty: 3344.468994
	Iteration 12Q: 3 clusters Score -150433.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -150449.031250 Penalty: 3344.468994
	Iteration 13Q: 3 clusters Score -150449 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -150467.953125 Penalty: 3344.468994
	Iteration 14Q: 3 clusters Score -150468 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -150490.453125 Penalty: 3344.468994
	Iteration 15Q: 3 clusters Score -150490.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -150509.875000 Penalty: 3344.468994
	Iteration 16Q: 3 clusters Score -150509.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -150527.656250 Penalty: 3344.468994
	Iteration 17Q: 3 clusters Score -150527.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -150541.390625 Penalty: 3344.468994
	Iteration 18Q: 3 clusters Score -150541.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -150548.000000 Penalty: 3344.468994
	Iteration 19Q: 3 clusters Score -150548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -150559.406250 Penalty: 3344.468994
	Iteration 20F: 3 clusters Score -150559.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -150582.093750 Penalty: 3344.468994
	Iteration 21Q: 3 clusters Score -150582.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -150603.031250 Penalty: 3344.468994
	Iteration 22Q: 3 clusters Score -150603 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -150625.343750 Penalty: 3344.468994
	Iteration 23Q: 3 clusters Score -150625.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -150641.328125 Penalty: 3344.468994
	Iteration 24Q: 3 clusters Score -150641.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -150652.640625 Penalty: 3344.468994
	Iteration 25Q: 3 clusters Score -150652.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -150663.562500 Penalty: 3344.468994
	Iteration 26Q: 3 clusters Score -150663.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -150675.546875 Penalty: 3344.468994
	Iteration 27Q: 3 clusters Score -150675.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -150679.718750 Penalty: 3344.468994
	Iteration 28Q: 3 clusters Score -150679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -150683.562500 Penalty: 3344.468994
	Iteration 29Q: 3 clusters Score -150683.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -150684.375000 Penalty: 3344.468994
	Iteration 30Q: 3 clusters Score -150684.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -150690.578125 Penalty: 3344.468994
	Iteration 31Q: 3 clusters Score -150690.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -150695.343750 Penalty: 3344.468994
	Iteration 32Q: 3 clusters Score -150695.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -150699.765625 Penalty: 3344.468994
	Iteration 33Q: 3 clusters Score -150699.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -150705.781250 Penalty: 3344.468994
	Iteration 34Q: 3 clusters Score -150705.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -150709.953125 Penalty: 3344.468994
	Iteration 35Q: 3 clusters Score -150710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -150733.500000 Penalty: 3344.468994
	Iteration 36Q: 3 clusters Score -150733.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -150745.875000 Penalty: 3344.468994
	Iteration 37Q: 3 clusters Score -150745.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -150767.531250 Penalty: 3344.468994
	Iteration 38Q: 3 clusters Score -150767.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -150779.281250 Penalty: 3344.468994
	Iteration 39Q: 3 clusters Score -150779.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -150785.343750 Penalty: 3344.468994
	Iteration 40F: 3 clusters Score -150785.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 608 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -150792.765625 Penalty: 3344.468994
	Iteration 41Q: 3 clusters Score -150792.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -150800.359375 Penalty: 3344.468994
	Iteration 42Q: 3 clusters Score -150800.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -150806.984375 Penalty: 3344.468994
	Iteration 43Q: 3 clusters Score -150807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -150822.359375 Penalty: 3344.468994
	Iteration 44Q: 3 clusters Score -150822.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -150844.812500 Penalty: 3344.468994
	Iteration 45Q: 3 clusters Score -150844.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -150868.640625 Penalty: 3344.468994
	Iteration 46Q: 3 clusters Score -150868.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -150888.625000 Penalty: 3344.468994
	Iteration 47Q: 3 clusters Score -150888.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -150897.609375 Penalty: 3344.468994
	Iteration 48Q: 3 clusters Score -150897.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -150900.703125 Penalty: 3344.468994
	Iteration 49Q: 3 clusters Score -150900.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -150905.875000 Penalty: 3344.468994
	Iteration 50Q: 3 clusters Score -150905.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -150907.531250 Penalty: 3344.468994
	Iteration 51Q: 3 clusters Score -150907.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -150907.531250 Penalty: 3344.468994
	Iteration 52F: 3 clusters Score -150907.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22621 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22621 members 
Entering Unmasked Estep 
Score: -4561591.500000 Penalty: 2486.605225
	Iteration 0F: 2 clusters Score -4561592 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 11293 members 
Entering Unmasked Estep 
Score: -4546426.000000 Penalty: 4973.210449
	Iteration 0F: 3 clusters Score -4546426 nChanged 10070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11446 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -4551801.000000 Penalty: 4973.210449
	Iteration 1F: 3 clusters Score -4551801 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 11202 members 
Entering Unmasked Estep 
Score: -4552227.500000 Penalty: 4973.210449
	Iteration 2F: 3 clusters Score -4552228 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -4552492.500000 Penalty: 4973.210449
	Iteration 3Q: 3 clusters Score -4552492 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11316 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -4552690.500000 Penalty: 4973.210449
	Iteration 4Q: 3 clusters Score -4552690 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11218 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -4552829.500000 Penalty: 4973.210449
	Iteration 5Q: 3 clusters Score -4552830 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 11514 members 
Entering Unmasked Estep 
Score: -4552985.500000 Penalty: 4973.210449
	Iteration 6Q: 3 clusters Score -4552986 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10938 members 
Mstep: Class 2 contains 11683 members 
Entering Unmasked Estep 
Score: -4553114.000000 Penalty: 4973.210449
	Iteration 7Q: 3 clusters Score -4553114 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 11876 members 
Entering Unmasked Estep 
Score: -4553241.500000 Penalty: 4973.210449
	Iteration 8Q: 3 clusters Score -4553242 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10466 members 
Mstep: Class 2 contains 12155 members 
Entering Unmasked Estep 
Score: -4553353.000000 Penalty: 4973.210449
	Iteration 9Q: 3 clusters Score -4553353 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -4553522.500000 Penalty: 4973.210449
	Iteration 10Q: 3 clusters Score -4553522 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -4553768.000000 Penalty: 4973.210449
	Iteration 11Q: 3 clusters Score -4553768 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9032 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -4554143.000000 Penalty: 4973.210449
	Iteration 12Q: 3 clusters Score -4554143 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 14296 members 
Entering Unmasked Estep 
Score: -4554707.000000 Penalty: 4973.210449
	Iteration 13Q: 3 clusters Score -4554707 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 15023 members 
Entering Unmasked Estep 
Score: -4555359.000000 Penalty: 4973.210449
	Iteration 14Q: 3 clusters Score -4555359 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 15704 members 
Entering Unmasked Estep 
Score: -4556165.000000 Penalty: 4973.210449
	Iteration 15Q: 3 clusters Score -4556165 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6278 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -4556999.500000 Penalty: 4973.210449
	Iteration 16Q: 3 clusters Score -4557000 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -4557530.000000 Penalty: 4973.210449
	Iteration 17Q: 3 clusters Score -4557530 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5507 members 
Mstep: Class 2 contains 17114 members 
Entering Unmasked Estep 
Score: -4557791.000000 Penalty: 4973.210449
	Iteration 18Q: 3 clusters Score -4557791 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -4557939.500000 Penalty: 4973.210449
	Iteration 19Q: 3 clusters Score -4557940 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4998 members 
Mstep: Class 2 contains 17623 members 
Entering Unmasked Estep 
Score: -4558014.000000 Penalty: 4973.210449
	Iteration 20F: 3 clusters Score -4558014 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 17822 members 
Entering Unmasked Estep 
Score: -4558084.000000 Penalty: 4973.210449
	Iteration 21Q: 3 clusters Score -4558084 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4602 members 
Mstep: Class 2 contains 18019 members 
Entering Unmasked Estep 
Score: -4558150.000000 Penalty: 4973.210449
	Iteration 22Q: 3 clusters Score -4558150 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 18196 members 
Entering Unmasked Estep 
Score: -4558243.000000 Penalty: 4973.210449
	Iteration 23Q: 3 clusters Score -4558243 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 18361 members 
Entering Unmasked Estep 
Score: -4558311.000000 Penalty: 4973.210449
	Iteration 24Q: 3 clusters Score -4558311 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 18510 members 
Entering Unmasked Estep 
Score: -4558334.000000 Penalty: 4973.210449
	Iteration 25Q: 3 clusters Score -4558334 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -4558376.000000 Penalty: 4973.210449
	Iteration 26Q: 3 clusters Score -4558376 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3811 members 
Mstep: Class 2 contains 18810 members 
Entering Unmasked Estep 
Score: -4558430.000000 Penalty: 4973.210449
	Iteration 27Q: 3 clusters Score -4558430 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 18952 members 
Entering Unmasked Estep 
Score: -4558489.500000 Penalty: 4973.210449
	Iteration 28Q: 3 clusters Score -4558490 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 19086 members 
Entering Unmasked Estep 
Score: -4558532.500000 Penalty: 4973.210449
	Iteration 29Q: 3 clusters Score -4558532 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 19215 members 
Entering Unmasked Estep 
Score: -4558575.000000 Penalty: 4973.210449
	Iteration 30Q: 3 clusters Score -4558575 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 19347 members 
Entering Unmasked Estep 
Score: -4558614.500000 Penalty: 4973.210449
	Iteration 31Q: 3 clusters Score -4558614 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 19470 members 
Entering Unmasked Estep 
Score: -4558659.500000 Penalty: 4973.210449
	Iteration 32Q: 3 clusters Score -4558660 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -4558701.000000 Penalty: 4973.210449
	Iteration 33Q: 3 clusters Score -4558701 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 19697 members 
Entering Unmasked Estep 
Score: -4558732.500000 Penalty: 4973.210449
	Iteration 34Q: 3 clusters Score -4558732 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 19794 members 
Entering Unmasked Estep 
Score: -4558762.000000 Penalty: 4973.210449
	Iteration 35Q: 3 clusters Score -4558762 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -4558775.000000 Penalty: 4973.210449
	Iteration 36Q: 3 clusters Score -4558775 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -4558799.500000 Penalty: 4973.210449
	Iteration 37Q: 3 clusters Score -4558800 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2631 members 
Mstep: Class 2 contains 19990 members 
Entering Unmasked Estep 
Score: -4558820.000000 Penalty: 4973.210449
	Iteration 38Q: 3 clusters Score -4558820 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2582 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -4558825.000000 Penalty: 4973.210449
	Iteration 39Q: 3 clusters Score -4558825 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -4558833.000000 Penalty: 4973.210449
	Iteration 40F: 3 clusters Score -4558833 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 20120 members 
Entering Unmasked Estep 
Score: -4558826.500000 Penalty: 4973.210449
	Iteration 41Q: 3 clusters Score -4558826 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 20161 members 
Entering Unmasked Estep 
Score: -4558838.000000 Penalty: 4973.210449
	Iteration 42Q: 3 clusters Score -4558838 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 20187 members 
Entering Unmasked Estep 
Score: -4558855.500000 Penalty: 4973.210449
	Iteration 43Q: 3 clusters Score -4558856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 20219 members 
Entering Unmasked Estep 
Score: -4558853.500000 Penalty: 4973.210449
	Iteration 44Q: 3 clusters Score -4558854 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2372 members 
Mstep: Class 2 contains 20249 members 
Entering Unmasked Estep 
Score: -4558850.500000 Penalty: 4973.210449
	Iteration 45Q: 3 clusters Score -4558850 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 20279 members 
Entering Unmasked Estep 
Score: -4558867.500000 Penalty: 4973.210449
	Iteration 46Q: 3 clusters Score -4558868 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2316 members 
Mstep: Class 2 contains 20305 members 
Entering Unmasked Estep 
Score: -4558887.000000 Penalty: 4973.210449
	Iteration 47Q: 3 clusters Score -4558887 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 20344 members 
Entering Unmasked Estep 
Score: -4558888.500000 Penalty: 4973.210449
	Iteration 48Q: 3 clusters Score -4558888 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 20373 members 
Entering Unmasked Estep 
Score: -4558884.000000 Penalty: 4973.210449
	Iteration 49Q: 3 clusters Score -4558884 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 20404 members 
Entering Unmasked Estep 
Score: -4558902.500000 Penalty: 4973.210449
	Iteration 50Q: 3 clusters Score -4558902 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 20427 members 
Entering Unmasked Estep 
Score: -4558915.000000 Penalty: 4973.210449
	Iteration 51Q: 3 clusters Score -4558915 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 20453 members 
Entering Unmasked Estep 
Score: -4558930.500000 Penalty: 4973.210449
	Iteration 52Q: 3 clusters Score -4558930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 20492 members 
Entering Unmasked Estep 
Score: -4558932.500000 Penalty: 4973.210449
	Iteration 53Q: 3 clusters Score -4558932 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -4558943.500000 Penalty: 4973.210449
	Iteration 54Q: 3 clusters Score -4558944 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 20555 members 
Entering Unmasked Estep 
Score: -4558946.500000 Penalty: 4973.210449
	Iteration 55Q: 3 clusters Score -4558946 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 20583 members 
Entering Unmasked Estep 
Score: -4558969.500000 Penalty: 4973.210449
	Iteration 56Q: 3 clusters Score -4558970 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 20607 members 
Entering Unmasked Estep 
Score: -4558970.000000 Penalty: 4973.210449
	Iteration 57Q: 3 clusters Score -4558970 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 20638 members 
Entering Unmasked Estep 
Score: -4558969.500000 Penalty: 4973.210449
	Iteration 58Q: 3 clusters Score -4558970 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -4558967.500000 Penalty: 4973.210449
	Iteration 59Q: 3 clusters Score -4558968 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -4558975.500000 Penalty: 4973.210449
	Iteration 60F: 3 clusters Score -4558976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 20713 members 
Entering Unmasked Estep 
Score: -4558983.500000 Penalty: 4973.210449
	Iteration 61Q: 3 clusters Score -4558984 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 20733 members 
Entering Unmasked Estep 
Score: -4558989.500000 Penalty: 4973.210449
	Iteration 62Q: 3 clusters Score -4558990 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 20754 members 
Entering Unmasked Estep 
Score: -4559004.500000 Penalty: 4973.210449
	Iteration 63Q: 3 clusters Score -4559004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1845 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -4559002.500000 Penalty: 4973.210449
	Iteration 64Q: 3 clusters Score -4559002 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 20799 members 
Entering Unmasked Estep 
Score: -4559011.000000 Penalty: 4973.210449
	Iteration 65Q: 3 clusters Score -4559011 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -4558999.000000 Penalty: 4973.210449
	Iteration 66Q: 3 clusters Score -4558999 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 20864 members 
Entering Unmasked Estep 
Score: -4559016.500000 Penalty: 4973.210449
	Iteration 67Q: 3 clusters Score -4559016 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4559030.500000 Penalty: 4973.210449
	Iteration 68Q: 3 clusters Score -4559030 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1688 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -4559042.000000 Penalty: 4973.210449
	Iteration 69Q: 3 clusters Score -4559042 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 20963 members 
Entering Unmasked Estep 
Score: -4559050.500000 Penalty: 4973.210449
	Iteration 70Q: 3 clusters Score -4559050 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 20999 members 
Entering Unmasked Estep 
Score: -4559062.000000 Penalty: 4973.210449
	Iteration 71Q: 3 clusters Score -4559062 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 21036 members 
Entering Unmasked Estep 
Score: -4559082.000000 Penalty: 4973.210449
	Iteration 72Q: 3 clusters Score -4559082 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -4559093.500000 Penalty: 4973.210449
	Iteration 73Q: 3 clusters Score -4559094 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 21093 members 
Entering Unmasked Estep 
Score: -4559105.500000 Penalty: 4973.210449
	Iteration 74Q: 3 clusters Score -4559106 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 21120 members 
Entering Unmasked Estep 
Score: -4559116.500000 Penalty: 4973.210449
	Iteration 75Q: 3 clusters Score -4559116 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -4559120.000000 Penalty: 4973.210449
	Iteration 76Q: 3 clusters Score -4559120 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -4559129.000000 Penalty: 4973.210449
	Iteration 77Q: 3 clusters Score -4559129 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -4559134.000000 Penalty: 4973.210449
	Iteration 78Q: 3 clusters Score -4559134 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -4559144.000000 Penalty: 4973.210449
	Iteration 79Q: 3 clusters Score -4559144 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4559135.500000 Penalty: 4973.210449
	Iteration 80F: 3 clusters Score -4559136 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 21254 members 
Entering Unmasked Estep 
Score: -4559152.500000 Penalty: 4973.210449
	Iteration 81Q: 3 clusters Score -4559152 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21276 members 
Entering Unmasked Estep 
Score: -4559170.500000 Penalty: 4973.210449
	Iteration 82Q: 3 clusters Score -4559170 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4559169.000000 Penalty: 4973.210449
	Iteration 83Q: 3 clusters Score -4559169 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 21330 members 
Entering Unmasked Estep 
Score: -4559179.500000 Penalty: 4973.210449
	Iteration 84Q: 3 clusters Score -4559180 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 21356 members 
Entering Unmasked Estep 
Score: -4559186.000000 Penalty: 4973.210449
	Iteration 85Q: 3 clusters Score -4559186 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1230 members 
Mstep: Class 2 contains 21391 members 
Entering Unmasked Estep 
Score: -4559206.000000 Penalty: 4973.210449
	Iteration 86Q: 3 clusters Score -4559206 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 21419 members 
Entering Unmasked Estep 
Score: -4559228.000000 Penalty: 4973.210449
	Iteration 87Q: 3 clusters Score -4559228 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 21451 members 
Entering Unmasked Estep 
Score: -4559234.500000 Penalty: 4973.210449
	Iteration 88Q: 3 clusters Score -4559234 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -4559259.500000 Penalty: 4973.210449
	Iteration 89Q: 3 clusters Score -4559260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 21500 members 
Entering Unmasked Estep 
Score: -4559257.000000 Penalty: 4973.210449
	Iteration 90Q: 3 clusters Score -4559257 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 21519 members 
Entering Unmasked Estep 
Score: -4559261.000000 Penalty: 4973.210449
	Iteration 91Q: 3 clusters Score -4559261 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -4559267.000000 Penalty: 4973.210449
	Iteration 92Q: 3 clusters Score -4559267 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 21554 members 
Entering Unmasked Estep 
Score: -4559276.000000 Penalty: 4973.210449
	Iteration 93Q: 3 clusters Score -4559276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -4559290.000000 Penalty: 4973.210449
	Iteration 94Q: 3 clusters Score -4559290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 21588 members 
Entering Unmasked Estep 
Score: -4559296.500000 Penalty: 4973.210449
	Iteration 95Q: 3 clusters Score -4559296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 21599 members 
Entering Unmasked Estep 
Score: -4559300.500000 Penalty: 4973.210449
	Iteration 96Q: 3 clusters Score -4559300 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 21610 members 
Entering Unmasked Estep 
Score: -4559307.000000 Penalty: 4973.210449
	Iteration 97Q: 3 clusters Score -4559307 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 21622 members 
Entering Unmasked Estep 
Score: -4559310.000000 Penalty: 4973.210449
	Iteration 98Q: 3 clusters Score -4559310 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -4559307.500000 Penalty: 4973.210449
	Iteration 99Q: 3 clusters Score -4559308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 21632 members 
Entering Unmasked Estep 
Score: -4559310.500000 Penalty: 4973.210449
	Iteration 100F: 3 clusters Score -4559310 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 21635 members 
Entering Unmasked Estep 
Score: -4559312.000000 Penalty: 4973.210449
	Iteration 101Q: 3 clusters Score -4559312 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 21639 members 
Entering Unmasked Estep 
Score: -4559317.000000 Penalty: 4973.210449
	Iteration 102Q: 3 clusters Score -4559317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -4559317.000000 Penalty: 4973.210449
	Iteration 103Q: 3 clusters Score -4559317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 21644 members 
Entering Unmasked Estep 
Score: -4559315.500000 Penalty: 4973.210449
	Iteration 104Q: 3 clusters Score -4559316 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -4559323.000000 Penalty: 4973.210449
	Iteration 105Q: 3 clusters Score -4559323 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 21651 members 
Entering Unmasked Estep 
Score: -4559316.500000 Penalty: 4973.210449
	Iteration 106Q: 3 clusters Score -4559316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -4559312.500000 Penalty: 4973.210449
	Iteration 107Q: 3 clusters Score -4559312 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 21660 members 
Entering Unmasked Estep 
Score: -4559317.000000 Penalty: 4973.210449
	Iteration 108Q: 3 clusters Score -4559317 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 21662 members 
Entering Unmasked Estep 
Score: -4559315.000000 Penalty: 4973.210449
	Iteration 109Q: 3 clusters Score -4559315 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -4559314.500000 Penalty: 4973.210449
	Iteration 110Q: 3 clusters Score -4559314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 21666 members 
Entering Unmasked Estep 
Score: -4559314.000000 Penalty: 4973.210449
	Iteration 111Q: 3 clusters Score -4559314 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 21667 members 
Entering Unmasked Estep 
Score: -4559318.000000 Penalty: 4973.210449
	Iteration 112Q: 3 clusters Score -4559318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -4559318.000000 Penalty: 4973.210449
	Iteration 113Q: 3 clusters Score -4559318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 21672 members 
Entering Unmasked Estep 
Score: -4559318.500000 Penalty: 4973.210449
	Iteration 114Q: 3 clusters Score -4559318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 21676 members 
Entering Unmasked Estep 
Score: -4559327.500000 Penalty: 4973.210449
	Iteration 115Q: 3 clusters Score -4559328 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 21684 members 
Entering Unmasked Estep 
Score: -4559322.500000 Penalty: 4973.210449
	Iteration 116Q: 3 clusters Score -4559322 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -4559325.000000 Penalty: 4973.210449
	Iteration 117Q: 3 clusters Score -4559325 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -4559323.500000 Penalty: 4973.210449
	Iteration 118Q: 3 clusters Score -4559324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -4559325.000000 Penalty: 4973.210449
	Iteration 119Q: 3 clusters Score -4559325 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -4559319.000000 Penalty: 4973.210449
	Iteration 120F: 3 clusters Score -4559319 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -4559318.000000 Penalty: 4973.210449
	Iteration 121Q: 3 clusters Score -4559318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 21702 members 
Entering Unmasked Estep 
Score: -4559321.500000 Penalty: 4973.210449
	Iteration 122Q: 3 clusters Score -4559322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 21704 members 
Entering Unmasked Estep 
Score: -4559322.000000 Penalty: 4973.210449
	Iteration 123Q: 3 clusters Score -4559322 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -4559322.000000 Penalty: 4973.210449
	Iteration 124Q: 3 clusters Score -4559322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 21705 members 
Entering Unmasked Estep 
Score: -4559324.000000 Penalty: 4973.210449
	Iteration 125Q: 3 clusters Score -4559324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -4559323.500000 Penalty: 4973.210449
	Iteration 126Q: 3 clusters Score -4559324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 21707 members 
Entering Unmasked Estep 
Score: -4559326.500000 Penalty: 4973.210449
	Iteration 127Q: 3 clusters Score -4559326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -4559328.000000 Penalty: 4973.210449
	Iteration 128Q: 3 clusters Score -4559328 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -4559332.500000 Penalty: 4973.210449
	Iteration 129Q: 3 clusters Score -4559332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 21711 members 
Entering Unmasked Estep 
Score: -4559332.500000 Penalty: 4973.210449
	Iteration 130F: 3 clusters Score -4559332 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38657 members 
Entering Unmasked Estep 
Score: -7378477.500000 Penalty: 2619.495850
	Iteration 0F: 2 clusters Score -7378478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19267 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -7353539.000000 Penalty: 5238.991699
	Iteration 0F: 3 clusters Score -7353539 nChanged 17556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18671 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -7363194.000000 Penalty: 5238.991699
	Iteration 1F: 3 clusters Score -7363194 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 20392 members 
Entering Unmasked Estep 
Score: -7363735.500000 Penalty: 5238.991699
	Iteration 2Q: 3 clusters Score -7363736 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17724 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -7364292.500000 Penalty: 5238.991699
	Iteration 3Q: 3 clusters Score -7364292 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -7364750.500000 Penalty: 5238.991699
	Iteration 4Q: 3 clusters Score -7364750 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 22492 members 
Entering Unmasked Estep 
Score: -7365329.500000 Penalty: 5238.991699
	Iteration 5Q: 3 clusters Score -7365330 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15055 members 
Mstep: Class 2 contains 23602 members 
Entering Unmasked Estep 
Score: -7366033.000000 Penalty: 5238.991699
	Iteration 6Q: 3 clusters Score -7366033 nChanged 1861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13654 members 
Mstep: Class 2 contains 25003 members 
Entering Unmasked Estep 
Score: -7367039.500000 Penalty: 5238.991699
	Iteration 7Q: 3 clusters Score -7367040 nChanged 2224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 26803 members 
Entering Unmasked Estep 
Score: -7368466.000000 Penalty: 5238.991699
	Iteration 8F: 3 clusters Score -7368466 nChanged 2571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9745 members 
Mstep: Class 2 contains 28912 members 
Entering Unmasked Estep 
Score: -7370504.000000 Penalty: 5238.991699
	Iteration 9F: 3 clusters Score -7370504 nChanged 2402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7763 members 
Mstep: Class 2 contains 30894 members 
Entering Unmasked Estep 
Score: -7372466.500000 Penalty: 5238.991699
	Iteration 10F: 3 clusters Score -7372466 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6290 members 
Mstep: Class 2 contains 32367 members 
Entering Unmasked Estep 
Score: -7374058.000000 Penalty: 5238.991699
	Iteration 11Q: 3 clusters Score -7374058 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 33268 members 
Entering Unmasked Estep 
Score: -7375257.500000 Penalty: 5238.991699
	Iteration 12Q: 3 clusters Score -7375258 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4900 members 
Mstep: Class 2 contains 33757 members 
Entering Unmasked Estep 
Score: -7376017.000000 Penalty: 5238.991699
	Iteration 13Q: 3 clusters Score -7376017 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4661 members 
Mstep: Class 2 contains 33996 members 
Entering Unmasked Estep 
Score: -7376518.000000 Penalty: 5238.991699
	Iteration 14Q: 3 clusters Score -7376518 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 34105 members 
Entering Unmasked Estep 
Score: -7376872.000000 Penalty: 5238.991699
	Iteration 15Q: 3 clusters Score -7376872 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 34173 members 
Entering Unmasked Estep 
Score: -7377095.500000 Penalty: 5238.991699
	Iteration 16Q: 3 clusters Score -7377096 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 34185 members 
Entering Unmasked Estep 
Score: -7377263.500000 Penalty: 5238.991699
	Iteration 17Q: 3 clusters Score -7377264 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 34180 members 
Entering Unmasked Estep 
Score: -7377403.500000 Penalty: 5238.991699
	Iteration 18Q: 3 clusters Score -7377404 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 34153 members 
Entering Unmasked Estep 
Score: -7377510.500000 Penalty: 5238.991699
	Iteration 19Q: 3 clusters Score -7377510 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4562 members 
Mstep: Class 2 contains 34095 members 
Entering Unmasked Estep 
Score: -7377591.000000 Penalty: 5238.991699
	Iteration 20F: 3 clusters Score -7377591 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -7377652.500000 Penalty: 5238.991699
	Iteration 21Q: 3 clusters Score -7377652 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4672 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -7377691.500000 Penalty: 5238.991699
	Iteration 22Q: 3 clusters Score -7377692 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4721 members 
Mstep: Class 2 contains 33936 members 
Entering Unmasked Estep 
Score: -7377728.000000 Penalty: 5238.991699
	Iteration 23Q: 3 clusters Score -7377728 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 33902 members 
Entering Unmasked Estep 
Score: -7377751.500000 Penalty: 5238.991699
	Iteration 24Q: 3 clusters Score -7377752 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4769 members 
Mstep: Class 2 contains 33888 members 
Entering Unmasked Estep 
Score: -7377773.500000 Penalty: 5238.991699
	Iteration 25Q: 3 clusters Score -7377774 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -7377801.000000 Penalty: 5238.991699
	Iteration 26Q: 3 clusters Score -7377801 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 33838 members 
Entering Unmasked Estep 
Score: -7377797.000000 Penalty: 5238.991699
	Iteration 27Q: 3 clusters Score -7377797 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 33829 members 
Entering Unmasked Estep 
Score: -7377793.000000 Penalty: 5238.991699
	Iteration 28Q: 3 clusters Score -7377793 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -7377803.500000 Penalty: 5238.991699
	Iteration 29Q: 3 clusters Score -7377804 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 33827 members 
Entering Unmasked Estep 
Score: -7377813.500000 Penalty: 5238.991699
	Iteration 30Q: 3 clusters Score -7377814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 33820 members 
Entering Unmasked Estep 
Score: -7377807.500000 Penalty: 5238.991699
	Iteration 31Q: 3 clusters Score -7377808 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -7377817.000000 Penalty: 5238.991699
	Iteration 32Q: 3 clusters Score -7377817 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4844 members 
Mstep: Class 2 contains 33813 members 
Entering Unmasked Estep 
Score: -7377811.500000 Penalty: 5238.991699
	Iteration 33Q: 3 clusters Score -7377812 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4850 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -7377803.000000 Penalty: 5238.991699
	Iteration 34Q: 3 clusters Score -7377803 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -7377811.500000 Penalty: 5238.991699
	Iteration 35Q: 3 clusters Score -7377812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -7377811.000000 Penalty: 5238.991699
	Iteration 36Q: 3 clusters Score -7377811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4852 members 
Mstep: Class 2 contains 33805 members 
Entering Unmasked Estep 
Score: -7377814.500000 Penalty: 5238.991699
	Iteration 37Q: 3 clusters Score -7377814 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4855 members 
Mstep: Class 2 contains 33802 members 
Entering Unmasked Estep 
Score: -7377822.000000 Penalty: 5238.991699
	Iteration 38Q: 3 clusters Score -7377822 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4859 members 
Mstep: Class 2 contains 33798 members 
Entering Unmasked Estep 
Score: -7377826.000000 Penalty: 5238.991699
	Iteration 39Q: 3 clusters Score -7377826 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4862 members 
Mstep: Class 2 contains 33795 members 
Entering Unmasked Estep 
Score: -7377831.500000 Penalty: 5238.991699
	Iteration 40F: 3 clusters Score -7377832 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -7377834.000000 Penalty: 5238.991699
	Iteration 41Q: 3 clusters Score -7377834 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -7377847.000000 Penalty: 5238.991699
	Iteration 42Q: 3 clusters Score -7377847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -7377848.000000 Penalty: 5238.991699
	Iteration 43Q: 3 clusters Score -7377848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 33790 members 
Entering Unmasked Estep 
Score: -7377849.500000 Penalty: 5238.991699
	Iteration 44Q: 3 clusters Score -7377850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 33789 members 
Entering Unmasked Estep 
Score: -7377848.000000 Penalty: 5238.991699
	Iteration 45Q: 3 clusters Score -7377848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -7377848.500000 Penalty: 5238.991699
	Iteration 46Q: 3 clusters Score -7377848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -7377853.000000 Penalty: 5238.991699
	Iteration 47Q: 3 clusters Score -7377853 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 33786 members 
Entering Unmasked Estep 
Score: -7377848.000000 Penalty: 5238.991699
	Iteration 48Q: 3 clusters Score -7377848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -7377851.500000 Penalty: 5238.991699
	Iteration 49Q: 3 clusters Score -7377852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -7377851.500000 Penalty: 5238.991699
	Iteration 50F: 3 clusters Score -7377852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17396 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17396 members 
Entering Unmasked Estep 
Score: -3214811.750000 Penalty: 2421.470703
	Iteration 0F: 2 clusters Score -3214812 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 8723 members 
Entering Unmasked Estep 
Score: -3202522.500000 Penalty: 4842.941406
	Iteration 0F: 3 clusters Score -3202522 nChanged 7511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 8876 members 
Entering Unmasked Estep 
Score: -3206424.750000 Penalty: 4842.941406
	Iteration 1F: 3 clusters Score -3206425 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3206864.250000 Penalty: 4842.941406
	Iteration 2F: 3 clusters Score -3206864 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8854 members 
Entering Unmasked Estep 
Score: -3207164.750000 Penalty: 4842.941406
	Iteration 3Q: 3 clusters Score -3207165 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3207379.500000 Penalty: 4842.941406
	Iteration 4Q: 3 clusters Score -3207380 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 8893 members 
Entering Unmasked Estep 
Score: -3207554.500000 Penalty: 4842.941406
	Iteration 5Q: 3 clusters Score -3207554 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3207757.500000 Penalty: 4842.941406
	Iteration 6Q: 3 clusters Score -3207758 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8958 members 
Entering Unmasked Estep 
Score: -3207957.750000 Penalty: 4842.941406
	Iteration 7Q: 3 clusters Score -3207958 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8421 members 
Mstep: Class 2 contains 8975 members 
Entering Unmasked Estep 
Score: -3208187.000000 Penalty: 4842.941406
	Iteration 8Q: 3 clusters Score -3208187 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8410 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -3208432.000000 Penalty: 4842.941406
	Iteration 9Q: 3 clusters Score -3208432 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 8951 members 
Entering Unmasked Estep 
Score: -3208678.000000 Penalty: 4842.941406
	Iteration 10Q: 3 clusters Score -3208678 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 8963 members 
Entering Unmasked Estep 
Score: -3208935.500000 Penalty: 4842.941406
	Iteration 11Q: 3 clusters Score -3208936 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3209275.500000 Penalty: 4842.941406
	Iteration 12Q: 3 clusters Score -3209276 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 8961 members 
Entering Unmasked Estep 
Score: -3209616.750000 Penalty: 4842.941406
	Iteration 13Q: 3 clusters Score -3209617 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8398 members 
Mstep: Class 2 contains 8998 members 
Entering Unmasked Estep 
Score: -3209896.250000 Penalty: 4842.941406
	Iteration 14Q: 3 clusters Score -3209896 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 9024 members 
Entering Unmasked Estep 
Score: -3210136.250000 Penalty: 4842.941406
	Iteration 15Q: 3 clusters Score -3210136 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 9044 members 
Entering Unmasked Estep 
Score: -3210305.250000 Penalty: 4842.941406
	Iteration 16Q: 3 clusters Score -3210305 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 9049 members 
Entering Unmasked Estep 
Score: -3210421.000000 Penalty: 4842.941406
	Iteration 17Q: 3 clusters Score -3210421 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8353 members 
Mstep: Class 2 contains 9043 members 
Entering Unmasked Estep 
Score: -3210529.750000 Penalty: 4842.941406
	Iteration 18Q: 3 clusters Score -3210530 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8337 members 
Mstep: Class 2 contains 9059 members 
Entering Unmasked Estep 
Score: -3210590.000000 Penalty: 4842.941406
	Iteration 19Q: 3 clusters Score -3210590 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 9083 members 
Entering Unmasked Estep 
Score: -3210660.000000 Penalty: 4842.941406
	Iteration 20F: 3 clusters Score -3210660 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9113 members 
Entering Unmasked Estep 
Score: -3210701.750000 Penalty: 4842.941406
	Iteration 21Q: 3 clusters Score -3210702 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -3210726.500000 Penalty: 4842.941406
	Iteration 22Q: 3 clusters Score -3210726 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8174 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -3210762.000000 Penalty: 4842.941406
	Iteration 23Q: 3 clusters Score -3210762 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3210782.750000 Penalty: 4842.941406
	Iteration 24Q: 3 clusters Score -3210783 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8071 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3210810.250000 Penalty: 4842.941406
	Iteration 25Q: 3 clusters Score -3210810 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8015 members 
Mstep: Class 2 contains 9381 members 
Entering Unmasked Estep 
Score: -3210829.750000 Penalty: 4842.941406
	Iteration 26Q: 3 clusters Score -3210830 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7964 members 
Mstep: Class 2 contains 9432 members 
Entering Unmasked Estep 
Score: -3210853.250000 Penalty: 4842.941406
	Iteration 27Q: 3 clusters Score -3210853 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7935 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -3210878.250000 Penalty: 4842.941406
	Iteration 28Q: 3 clusters Score -3210878 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7899 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -3210879.250000 Penalty: 4842.941406
	Iteration 29Q: 3 clusters Score -3210879 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 9538 members 
Entering Unmasked Estep 
Score: -3210914.000000 Penalty: 4842.941406
	Iteration 30Q: 3 clusters Score -3210914 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 9576 members 
Entering Unmasked Estep 
Score: -3210930.500000 Penalty: 4842.941406
	Iteration 31Q: 3 clusters Score -3210930 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7775 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -3210946.500000 Penalty: 4842.941406
	Iteration 32Q: 3 clusters Score -3210946 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7734 members 
Mstep: Class 2 contains 9662 members 
Entering Unmasked Estep 
Score: -3210953.250000 Penalty: 4842.941406
	Iteration 33Q: 3 clusters Score -3210953 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7684 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -3210965.500000 Penalty: 4842.941406
	Iteration 34Q: 3 clusters Score -3210966 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7623 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -3210991.500000 Penalty: 4842.941406
	Iteration 35Q: 3 clusters Score -3210992 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7574 members 
Mstep: Class 2 contains 9822 members 
Entering Unmasked Estep 
Score: -3210994.750000 Penalty: 4842.941406
	Iteration 36Q: 3 clusters Score -3210995 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 9883 members 
Entering Unmasked Estep 
Score: -3211014.500000 Penalty: 4842.941406
	Iteration 37Q: 3 clusters Score -3211014 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 9932 members 
Entering Unmasked Estep 
Score: -3211023.500000 Penalty: 4842.941406
	Iteration 38Q: 3 clusters Score -3211024 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 9975 members 
Entering Unmasked Estep 
Score: -3211043.750000 Penalty: 4842.941406
	Iteration 39Q: 3 clusters Score -3211044 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 10008 members 
Entering Unmasked Estep 
Score: -3211048.750000 Penalty: 4842.941406
	Iteration 40F: 3 clusters Score -3211049 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 10033 members 
Entering Unmasked Estep 
Score: -3211056.250000 Penalty: 4842.941406
	Iteration 41Q: 3 clusters Score -3211056 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7338 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -3211068.000000 Penalty: 4842.941406
	Iteration 42Q: 3 clusters Score -3211068 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 10089 members 
Entering Unmasked Estep 
Score: -3211083.000000 Penalty: 4842.941406
	Iteration 43Q: 3 clusters Score -3211083 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7277 members 
Mstep: Class 2 contains 10119 members 
Entering Unmasked Estep 
Score: -3211085.250000 Penalty: 4842.941406
	Iteration 44Q: 3 clusters Score -3211085 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7244 members 
Mstep: Class 2 contains 10152 members 
Entering Unmasked Estep 
Score: -3211088.750000 Penalty: 4842.941406
	Iteration 45Q: 3 clusters Score -3211089 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7206 members 
Mstep: Class 2 contains 10190 members 
Entering Unmasked Estep 
Score: -3211090.500000 Penalty: 4842.941406
	Iteration 46Q: 3 clusters Score -3211090 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -3211107.000000 Penalty: 4842.941406
	Iteration 47Q: 3 clusters Score -3211107 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7119 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -3211118.000000 Penalty: 4842.941406
	Iteration 48Q: 3 clusters Score -3211118 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7079 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -3211121.500000 Penalty: 4842.941406
	Iteration 49Q: 3 clusters Score -3211122 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7051 members 
Mstep: Class 2 contains 10345 members 
Entering Unmasked Estep 
Score: -3211122.750000 Penalty: 4842.941406
	Iteration 50Q: 3 clusters Score -3211123 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7028 members 
Mstep: Class 2 contains 10368 members 
Entering Unmasked Estep 
Score: -3211129.750000 Penalty: 4842.941406
	Iteration 51Q: 3 clusters Score -3211130 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3211130.500000 Penalty: 4842.941406
	Iteration 52Q: 3 clusters Score -3211130 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6983 members 
Mstep: Class 2 contains 10413 members 
Entering Unmasked Estep 
Score: -3211139.000000 Penalty: 4842.941406
	Iteration 53Q: 3 clusters Score -3211139 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6950 members 
Mstep: Class 2 contains 10446 members 
Entering Unmasked Estep 
Score: -3211146.000000 Penalty: 4842.941406
	Iteration 54Q: 3 clusters Score -3211146 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6913 members 
Mstep: Class 2 contains 10483 members 
Entering Unmasked Estep 
Score: -3211153.750000 Penalty: 4842.941406
	Iteration 55Q: 3 clusters Score -3211154 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 10534 members 
Entering Unmasked Estep 
Score: -3211164.000000 Penalty: 4842.941406
	Iteration 56Q: 3 clusters Score -3211164 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6812 members 
Mstep: Class 2 contains 10584 members 
Entering Unmasked Estep 
Score: -3211178.250000 Penalty: 4842.941406
	Iteration 57Q: 3 clusters Score -3211178 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 10634 members 
Entering Unmasked Estep 
Score: -3211188.500000 Penalty: 4842.941406
	Iteration 58Q: 3 clusters Score -3211188 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -3211207.250000 Penalty: 4842.941406
	Iteration 59Q: 3 clusters Score -3211207 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6669 members 
Mstep: Class 2 contains 10727 members 
Entering Unmasked Estep 
Score: -3211211.000000 Penalty: 4842.941406
	Iteration 60F: 3 clusters Score -3211211 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6629 members 
Mstep: Class 2 contains 10767 members 
Entering Unmasked Estep 
Score: -3211219.750000 Penalty: 4842.941406
	Iteration 61Q: 3 clusters Score -3211220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 10806 members 
Entering Unmasked Estep 
Score: -3211231.750000 Penalty: 4842.941406
	Iteration 62Q: 3 clusters Score -3211232 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -3211248.500000 Penalty: 4842.941406
	Iteration 63Q: 3 clusters Score -3211248 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6497 members 
Mstep: Class 2 contains 10899 members 
Entering Unmasked Estep 
Score: -3211244.250000 Penalty: 4842.941406
	Iteration 64Q: 3 clusters Score -3211244 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 10943 members 
Entering Unmasked Estep 
Score: -3211251.750000 Penalty: 4842.941406
	Iteration 65Q: 3 clusters Score -3211252 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6404 members 
Mstep: Class 2 contains 10992 members 
Entering Unmasked Estep 
Score: -3211279.250000 Penalty: 4842.941406
	Iteration 66Q: 3 clusters Score -3211279 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6361 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3211287.750000 Penalty: 4842.941406
	Iteration 67Q: 3 clusters Score -3211288 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6328 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -3211308.500000 Penalty: 4842.941406
	Iteration 68Q: 3 clusters Score -3211308 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 11096 members 
Entering Unmasked Estep 
Score: -3211317.500000 Penalty: 4842.941406
	Iteration 69Q: 3 clusters Score -3211318 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6279 members 
Mstep: Class 2 contains 11117 members 
Entering Unmasked Estep 
Score: -3211314.000000 Penalty: 4842.941406
	Iteration 70Q: 3 clusters Score -3211314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6259 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -3211309.000000 Penalty: 4842.941406
	Iteration 71Q: 3 clusters Score -3211309 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6235 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3211303.000000 Penalty: 4842.941406
	Iteration 72Q: 3 clusters Score -3211303 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6197 members 
Mstep: Class 2 contains 11199 members 
Entering Unmasked Estep 
Score: -3211309.000000 Penalty: 4842.941406
	Iteration 73Q: 3 clusters Score -3211309 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 11232 members 
Entering Unmasked Estep 
Score: -3211324.250000 Penalty: 4842.941406
	Iteration 74Q: 3 clusters Score -3211324 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6119 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -3211323.250000 Penalty: 4842.941406
	Iteration 75Q: 3 clusters Score -3211323 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6073 members 
Mstep: Class 2 contains 11323 members 
Entering Unmasked Estep 
Score: -3211339.500000 Penalty: 4842.941406
	Iteration 76Q: 3 clusters Score -3211340 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 11371 members 
Entering Unmasked Estep 
Score: -3211335.000000 Penalty: 4842.941406
	Iteration 77Q: 3 clusters Score -3211335 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 11417 members 
Entering Unmasked Estep 
Score: -3211343.000000 Penalty: 4842.941406
	Iteration 78Q: 3 clusters Score -3211343 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 11457 members 
Entering Unmasked Estep 
Score: -3211346.250000 Penalty: 4842.941406
	Iteration 79Q: 3 clusters Score -3211346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 11502 members 
Entering Unmasked Estep 
Score: -3211357.500000 Penalty: 4842.941406
	Iteration 80F: 3 clusters Score -3211358 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 11544 members 
Entering Unmasked Estep 
Score: -3211358.750000 Penalty: 4842.941406
	Iteration 81Q: 3 clusters Score -3211359 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -3211367.750000 Penalty: 4842.941406
	Iteration 82Q: 3 clusters Score -3211368 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5786 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -3211378.250000 Penalty: 4842.941406
	Iteration 83Q: 3 clusters Score -3211378 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5749 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -3211376.250000 Penalty: 4842.941406
	Iteration 84Q: 3 clusters Score -3211376 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5714 members 
Mstep: Class 2 contains 11682 members 
Entering Unmasked Estep 
Score: -3211382.500000 Penalty: 4842.941406
	Iteration 85Q: 3 clusters Score -3211382 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5677 members 
Mstep: Class 2 contains 11719 members 
Entering Unmasked Estep 
Score: -3211379.250000 Penalty: 4842.941406
	Iteration 86Q: 3 clusters Score -3211379 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5637 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -3211378.250000 Penalty: 4842.941406
	Iteration 87Q: 3 clusters Score -3211378 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 11795 members 
Entering Unmasked Estep 
Score: -3211389.250000 Penalty: 4842.941406
	Iteration 88Q: 3 clusters Score -3211389 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 11844 members 
Entering Unmasked Estep 
Score: -3211398.250000 Penalty: 4842.941406
	Iteration 89Q: 3 clusters Score -3211398 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5505 members 
Mstep: Class 2 contains 11891 members 
Entering Unmasked Estep 
Score: -3211414.250000 Penalty: 4842.941406
	Iteration 90Q: 3 clusters Score -3211414 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 11935 members 
Entering Unmasked Estep 
Score: -3211419.250000 Penalty: 4842.941406
	Iteration 91Q: 3 clusters Score -3211419 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5415 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -3211430.500000 Penalty: 4842.941406
	Iteration 92Q: 3 clusters Score -3211430 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5363 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -3211450.250000 Penalty: 4842.941406
	Iteration 93Q: 3 clusters Score -3211450 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5288 members 
Mstep: Class 2 contains 12108 members 
Entering Unmasked Estep 
Score: -3211472.500000 Penalty: 4842.941406
	Iteration 94Q: 3 clusters Score -3211472 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 12185 members 
Entering Unmasked Estep 
Score: -3211498.750000 Penalty: 4842.941406
	Iteration 95Q: 3 clusters Score -3211499 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5135 members 
Mstep: Class 2 contains 12261 members 
Entering Unmasked Estep 
Score: -3211526.750000 Penalty: 4842.941406
	Iteration 96Q: 3 clusters Score -3211527 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -3211540.500000 Penalty: 4842.941406
	Iteration 97Q: 3 clusters Score -3211540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 12408 members 
Entering Unmasked Estep 
Score: -3211556.250000 Penalty: 4842.941406
	Iteration 98Q: 3 clusters Score -3211556 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -3211568.000000 Penalty: 4842.941406
	Iteration 99Q: 3 clusters Score -3211568 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4873 members 
Mstep: Class 2 contains 12523 members 
Entering Unmasked Estep 
Score: -3211570.750000 Penalty: 4842.941406
	Iteration 100F: 3 clusters Score -3211571 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3211575.250000 Penalty: 4842.941406
	Iteration 101Q: 3 clusters Score -3211575 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4772 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3211594.500000 Penalty: 4842.941406
	Iteration 102Q: 3 clusters Score -3211594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 12655 members 
Entering Unmasked Estep 
Score: -3211594.750000 Penalty: 4842.941406
	Iteration 103Q: 3 clusters Score -3211595 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 12692 members 
Entering Unmasked Estep 
Score: -3211597.250000 Penalty: 4842.941406
	Iteration 104Q: 3 clusters Score -3211597 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 12731 members 
Entering Unmasked Estep 
Score: -3211603.250000 Penalty: 4842.941406
	Iteration 105Q: 3 clusters Score -3211603 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 12766 members 
Entering Unmasked Estep 
Score: -3211604.500000 Penalty: 4842.941406
	Iteration 106Q: 3 clusters Score -3211604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4605 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -3211610.000000 Penalty: 4842.941406
	Iteration 107Q: 3 clusters Score -3211610 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 12819 members 
Entering Unmasked Estep 
Score: -3211611.500000 Penalty: 4842.941406
	Iteration 108Q: 3 clusters Score -3211612 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 12841 members 
Entering Unmasked Estep 
Score: -3211615.250000 Penalty: 4842.941406
	Iteration 109Q: 3 clusters Score -3211615 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -3211624.500000 Penalty: 4842.941406
	Iteration 110Q: 3 clusters Score -3211624 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4515 members 
Mstep: Class 2 contains 12881 members 
Entering Unmasked Estep 
Score: -3211632.250000 Penalty: 4842.941406
	Iteration 111Q: 3 clusters Score -3211632 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 12899 members 
Entering Unmasked Estep 
Score: -3211637.500000 Penalty: 4842.941406
	Iteration 112Q: 3 clusters Score -3211638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 12918 members 
Entering Unmasked Estep 
Score: -3211633.750000 Penalty: 4842.941406
	Iteration 113Q: 3 clusters Score -3211634 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 12932 members 
Entering Unmasked Estep 
Score: -3211645.750000 Penalty: 4842.941406
	Iteration 114Q: 3 clusters Score -3211646 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 12944 members 
Entering Unmasked Estep 
Score: -3211642.250000 Penalty: 4842.941406
	Iteration 115Q: 3 clusters Score -3211642 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -3211639.750000 Penalty: 4842.941406
	Iteration 116Q: 3 clusters Score -3211640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 12968 members 
Entering Unmasked Estep 
Score: -3211644.750000 Penalty: 4842.941406
	Iteration 117Q: 3 clusters Score -3211645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 12980 members 
Entering Unmasked Estep 
Score: -3211648.250000 Penalty: 4842.941406
	Iteration 118Q: 3 clusters Score -3211648 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 12992 members 
Entering Unmasked Estep 
Score: -3211643.250000 Penalty: 4842.941406
	Iteration 119Q: 3 clusters Score -3211643 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -3211650.000000 Penalty: 4842.941406
	Iteration 120F: 3 clusters Score -3211650 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -3211651.750000 Penalty: 4842.941406
	Iteration 121Q: 3 clusters Score -3211652 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4365 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -3211657.750000 Penalty: 4842.941406
	Iteration 122Q: 3 clusters Score -3211658 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -3211658.250000 Penalty: 4842.941406
	Iteration 123Q: 3 clusters Score -3211658 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 13081 members 
Entering Unmasked Estep 
Score: -3211666.250000 Penalty: 4842.941406
	Iteration 124Q: 3 clusters Score -3211666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4294 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -3211671.000000 Penalty: 4842.941406
	Iteration 125Q: 3 clusters Score -3211671 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 13127 members 
Entering Unmasked Estep 
Score: -3211672.750000 Penalty: 4842.941406
	Iteration 126Q: 3 clusters Score -3211673 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 13155 members 
Entering Unmasked Estep 
Score: -3211680.500000 Penalty: 4842.941406
	Iteration 127Q: 3 clusters Score -3211680 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 13182 members 
Entering Unmasked Estep 
Score: -3211683.500000 Penalty: 4842.941406
	Iteration 128Q: 3 clusters Score -3211684 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 13212 members 
Entering Unmasked Estep 
Score: -3211698.000000 Penalty: 4842.941406
	Iteration 129Q: 3 clusters Score -3211698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 13249 members 
Entering Unmasked Estep 
Score: -3211705.000000 Penalty: 4842.941406
	Iteration 130Q: 3 clusters Score -3211705 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -3211708.500000 Penalty: 4842.941406
	Iteration 131Q: 3 clusters Score -3211708 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 13309 members 
Entering Unmasked Estep 
Score: -3211706.250000 Penalty: 4842.941406
	Iteration 132Q: 3 clusters Score -3211706 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4067 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -3211711.500000 Penalty: 4842.941406
	Iteration 133Q: 3 clusters Score -3211712 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4044 members 
Mstep: Class 2 contains 13352 members 
Entering Unmasked Estep 
Score: -3211714.000000 Penalty: 4842.941406
	Iteration 134Q: 3 clusters Score -3211714 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4018 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -3211729.250000 Penalty: 4842.941406
	Iteration 135Q: 3 clusters Score -3211729 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Mstep: Class 2 contains 13411 members 
Entering Unmasked Estep 
Score: -3211732.250000 Penalty: 4842.941406
	Iteration 136Q: 3 clusters Score -3211732 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3211739.750000 Penalty: 4842.941406
	Iteration 137Q: 3 clusters Score -3211740 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3935 members 
Mstep: Class 2 contains 13461 members 
Entering Unmasked Estep 
Score: -3211745.750000 Penalty: 4842.941406
	Iteration 138Q: 3 clusters Score -3211746 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 13482 members 
Entering Unmasked Estep 
Score: -3211751.000000 Penalty: 4842.941406
	Iteration 139Q: 3 clusters Score -3211751 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 13509 members 
Entering Unmasked Estep 
Score: -3211756.000000 Penalty: 4842.941406
	Iteration 140F: 3 clusters Score -3211756 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3861 members 
Mstep: Class 2 contains 13535 members 
Entering Unmasked Estep 
Score: -3211758.500000 Penalty: 4842.941406
	Iteration 141Q: 3 clusters Score -3211758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -3211768.000000 Penalty: 4842.941406
	Iteration 142Q: 3 clusters Score -3211768 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3825 members 
Mstep: Class 2 contains 13571 members 
Entering Unmasked Estep 
Score: -3211770.750000 Penalty: 4842.941406
	Iteration 143Q: 3 clusters Score -3211771 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3812 members 
Mstep: Class 2 contains 13584 members 
Entering Unmasked Estep 
Score: -3211773.750000 Penalty: 4842.941406
	Iteration 144Q: 3 clusters Score -3211774 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -3211773.250000 Penalty: 4842.941406
	Iteration 145Q: 3 clusters Score -3211773 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3789 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -3211778.250000 Penalty: 4842.941406
	Iteration 146Q: 3 clusters Score -3211778 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3776 members 
Mstep: Class 2 contains 13620 members 
Entering Unmasked Estep 
Score: -3211786.000000 Penalty: 4842.941406
	Iteration 147Q: 3 clusters Score -3211786 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3758 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3211782.750000 Penalty: 4842.941406
	Iteration 148Q: 3 clusters Score -3211783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -3211795.750000 Penalty: 4842.941406
	Iteration 149Q: 3 clusters Score -3211796 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 13672 members 
Entering Unmasked Estep 
Score: -3211792.500000 Penalty: 4842.941406
	Iteration 150Q: 3 clusters Score -3211792 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 13695 members 
Entering Unmasked Estep 
Score: -3211800.750000 Penalty: 4842.941406
	Iteration 151Q: 3 clusters Score -3211801 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3677 members 
Mstep: Class 2 contains 13719 members 
Entering Unmasked Estep 
Score: -3211795.750000 Penalty: 4842.941406
	Iteration 152Q: 3 clusters Score -3211796 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3211805.250000 Penalty: 4842.941406
	Iteration 153Q: 3 clusters Score -3211805 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -3211811.000000 Penalty: 4842.941406
	Iteration 154Q: 3 clusters Score -3211811 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3602 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -3211822.250000 Penalty: 4842.941406
	Iteration 155Q: 3 clusters Score -3211822 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -3211832.250000 Penalty: 4842.941406
	Iteration 156Q: 3 clusters Score -3211832 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3531 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -3211840.500000 Penalty: 4842.941406
	Iteration 157Q: 3 clusters Score -3211840 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
Score: -3211841.500000 Penalty: 4842.941406
	Iteration 158Q: 3 clusters Score -3211842 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -3211860.000000 Penalty: 4842.941406
	Iteration 159Q: 3 clusters Score -3211860 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -3211871.750000 Penalty: 4842.941406
	Iteration 160F: 3 clusters Score -3211872 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 14011 members 
Entering Unmasked Estep 
Score: -3211872.750000 Penalty: 4842.941406
	Iteration 161Q: 3 clusters Score -3211873 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
Score: -3211882.250000 Penalty: 4842.941406
	Iteration 162Q: 3 clusters Score -3211882 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3309 members 
Mstep: Class 2 contains 14087 members 
Entering Unmasked Estep 
Score: -3211894.250000 Penalty: 4842.941406
	Iteration 163Q: 3 clusters Score -3211894 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -3211903.250000 Penalty: 4842.941406
	Iteration 164Q: 3 clusters Score -3211903 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -3211907.000000 Penalty: 4842.941406
	Iteration 165Q: 3 clusters Score -3211907 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -3211924.750000 Penalty: 4842.941406
	Iteration 166Q: 3 clusters Score -3211925 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -3211935.000000 Penalty: 4842.941406
	Iteration 167Q: 3 clusters Score -3211935 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3077 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -3211946.500000 Penalty: 4842.941406
	Iteration 168Q: 3 clusters Score -3211946 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 14358 members 
Entering Unmasked Estep 
Score: -3211959.000000 Penalty: 4842.941406
	Iteration 169Q: 3 clusters Score -3211959 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 14402 members 
Entering Unmasked Estep 
Score: -3211971.500000 Penalty: 4842.941406
	Iteration 170Q: 3 clusters Score -3211972 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -3211992.000000 Penalty: 4842.941406
	Iteration 171Q: 3 clusters Score -3211992 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2904 members 
Mstep: Class 2 contains 14492 members 
Entering Unmasked Estep 
Score: -3212000.000000 Penalty: 4842.941406
	Iteration 172Q: 3 clusters Score -3212000 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 14543 members 
Entering Unmasked Estep 
Score: -3212025.000000 Penalty: 4842.941406
	Iteration 173Q: 3 clusters Score -3212025 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -3212040.750000 Penalty: 4842.941406
	Iteration 174Q: 3 clusters Score -3212041 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 14645 members 
Entering Unmasked Estep 
Score: -3212053.250000 Penalty: 4842.941406
	Iteration 175Q: 3 clusters Score -3212053 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 14700 members 
Entering Unmasked Estep 
Score: -3212067.500000 Penalty: 4842.941406
	Iteration 176Q: 3 clusters Score -3212068 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 14756 members 
Entering Unmasked Estep 
Score: -3212090.000000 Penalty: 4842.941406
	Iteration 177Q: 3 clusters Score -3212090 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2586 members 
Mstep: Class 2 contains 14810 members 
Entering Unmasked Estep 
Score: -3212105.750000 Penalty: 4842.941406
	Iteration 178Q: 3 clusters Score -3212106 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -3212126.500000 Penalty: 4842.941406
	Iteration 179Q: 3 clusters Score -3212126 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2462 members 
Mstep: Class 2 contains 14934 members 
Entering Unmasked Estep 
Score: -3212145.250000 Penalty: 4842.941406
	Iteration 180F: 3 clusters Score -3212145 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 15002 members 
Entering Unmasked Estep 
Score: -3212175.000000 Penalty: 4842.941406
	Iteration 181Q: 3 clusters Score -3212175 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2323 members 
Mstep: Class 2 contains 15073 members 
Entering Unmasked Estep 
Score: -3212203.500000 Penalty: 4842.941406
	Iteration 182Q: 3 clusters Score -3212204 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2252 members 
Mstep: Class 2 contains 15144 members 
Entering Unmasked Estep 
Score: -3212223.250000 Penalty: 4842.941406
	Iteration 183Q: 3 clusters Score -3212223 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
Score: -3212271.000000 Penalty: 4842.941406
	Iteration 184Q: 3 clusters Score -3212271 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 15285 members 
Entering Unmasked Estep 
Score: -3212302.750000 Penalty: 4842.941406
	Iteration 185Q: 3 clusters Score -3212303 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -3212336.500000 Penalty: 4842.941406
	Iteration 186Q: 3 clusters Score -3212336 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 15431 members 
Entering Unmasked Estep 
Score: -3212369.250000 Penalty: 4842.941406
	Iteration 187Q: 3 clusters Score -3212369 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 15496 members 
Entering Unmasked Estep 
Score: -3212394.250000 Penalty: 4842.941406
	Iteration 188Q: 3 clusters Score -3212394 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 15555 members 
Entering Unmasked Estep 
Score: -3212417.750000 Penalty: 4842.941406
	Iteration 189Q: 3 clusters Score -3212418 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 15611 members 
Entering Unmasked Estep 
Score: -3212453.000000 Penalty: 4842.941406
	Iteration 190Q: 3 clusters Score -3212453 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1720 members 
Mstep: Class 2 contains 15676 members 
Entering Unmasked Estep 
Score: -3212480.250000 Penalty: 4842.941406
	Iteration 191Q: 3 clusters Score -3212480 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1655 members 
Mstep: Class 2 contains 15741 members 
Entering Unmasked Estep 
Score: -3212508.500000 Penalty: 4842.941406
	Iteration 192Q: 3 clusters Score -3212508 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1593 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -3212543.500000 Penalty: 4842.941406
	Iteration 193Q: 3 clusters Score -3212544 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 15860 members 
Entering Unmasked Estep 
Score: -3212585.750000 Penalty: 4842.941406
	Iteration 194Q: 3 clusters Score -3212586 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3212621.750000 Penalty: 4842.941406
	Iteration 195Q: 3 clusters Score -3212622 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -3212660.000000 Penalty: 4842.941406
	Iteration 196Q: 3 clusters Score -3212660 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 16009 members 
Entering Unmasked Estep 
Score: -3212694.250000 Penalty: 4842.941406
	Iteration 197Q: 3 clusters Score -3212694 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 16062 members 
Entering Unmasked Estep 
Score: -3212729.500000 Penalty: 4842.941406
	Iteration 198Q: 3 clusters Score -3212730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 16102 members 
Entering Unmasked Estep 
Score: -3212776.000000 Penalty: 4842.941406
	Iteration 199Q: 3 clusters Score -3212776 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 16139 members 
Entering Unmasked Estep 
Score: -3212817.500000 Penalty: 4842.941406
	Iteration 200F: 3 clusters Score -3212818 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -3212848.750000 Penalty: 4842.941406
	Iteration 201Q: 3 clusters Score -3212849 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1187 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -3212875.750000 Penalty: 4842.941406
	Iteration 202Q: 3 clusters Score -3212876 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16238 members 
Entering Unmasked Estep 
Score: -3212892.500000 Penalty: 4842.941406
	Iteration 203Q: 3 clusters Score -3212892 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 16258 members 
Entering Unmasked Estep 
Score: -3212905.500000 Penalty: 4842.941406
	Iteration 204Q: 3 clusters Score -3212906 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 16268 members 
Entering Unmasked Estep 
Score: -3212915.250000 Penalty: 4842.941406
	Iteration 205Q: 3 clusters Score -3212915 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 16281 members 
Entering Unmasked Estep 
Score: -3212929.000000 Penalty: 4842.941406
	Iteration 206Q: 3 clusters Score -3212929 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 16291 members 
Entering Unmasked Estep 
Score: -3212935.750000 Penalty: 4842.941406
	Iteration 207Q: 3 clusters Score -3212936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -3212944.250000 Penalty: 4842.941406
	Iteration 208Q: 3 clusters Score -3212944 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 16300 members 
Entering Unmasked Estep 
Score: -3212952.750000 Penalty: 4842.941406
	Iteration 209Q: 3 clusters Score -3212953 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -3212959.750000 Penalty: 4842.941406
	Iteration 210Q: 3 clusters Score -3212960 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -3212968.250000 Penalty: 4842.941406
	Iteration 211Q: 3 clusters Score -3212968 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -3212977.500000 Penalty: 4842.941406
	Iteration 212Q: 3 clusters Score -3212978 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 16328 members 
Entering Unmasked Estep 
Score: -3212981.750000 Penalty: 4842.941406
	Iteration 213Q: 3 clusters Score -3212982 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -3212984.250000 Penalty: 4842.941406
	Iteration 214Q: 3 clusters Score -3212984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 16334 members 
Entering Unmasked Estep 
Score: -3212988.250000 Penalty: 4842.941406
	Iteration 215Q: 3 clusters Score -3212988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 16337 members 
Entering Unmasked Estep 
Score: -3212989.250000 Penalty: 4842.941406
	Iteration 216Q: 3 clusters Score -3212989 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 16340 members 
Entering Unmasked Estep 
Score: -3212991.500000 Penalty: 4842.941406
	Iteration 217Q: 3 clusters Score -3212992 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 16344 members 
Entering Unmasked Estep 
Score: -3213003.250000 Penalty: 4842.941406
	Iteration 218Q: 3 clusters Score -3213003 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -3213007.500000 Penalty: 4842.941406
	Iteration 219Q: 3 clusters Score -3213008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3213013.000000 Penalty: 4842.941406
	Iteration 220F: 3 clusters Score -3213013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 16350 members 
Entering Unmasked Estep 
Score: -3213007.750000 Penalty: 4842.941406
	Iteration 221Q: 3 clusters Score -3213008 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -3213009.250000 Penalty: 4842.941406
	Iteration 222Q: 3 clusters Score -3213009 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 16353 members 
Entering Unmasked Estep 
Score: -3213009.750000 Penalty: 4842.941406
	Iteration 223Q: 3 clusters Score -3213010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 16355 members 
Entering Unmasked Estep 
Score: -3213011.000000 Penalty: 4842.941406
	Iteration 224Q: 3 clusters Score -3213011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -3213015.000000 Penalty: 4842.941406
	Iteration 225Q: 3 clusters Score -3213015 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3213013.750000 Penalty: 4842.941406
	Iteration 226Q: 3 clusters Score -3213014 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -3213013.750000 Penalty: 4842.941406
	Iteration 227F: 3 clusters Score -3213014 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (22767 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22767 members 
Entering Unmasked Estep 
Score: -4321033.000000 Penalty: 2488.200684
	Iteration 0F: 2 clusters Score -4321033 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11324 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -4305127.000000 Penalty: 4976.401367
	Iteration 0F: 3 clusters Score -4305127 nChanged 10138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 11837 members 
Entering Unmasked Estep 
Score: -4310568.500000 Penalty: 4976.401367
	Iteration 1F: 3 clusters Score -4310568 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 12027 members 
Entering Unmasked Estep 
Score: -4310914.500000 Penalty: 4976.401367
	Iteration 2Q: 3 clusters Score -4310914 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10465 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -4311254.000000 Penalty: 4976.401367
	Iteration 3Q: 3 clusters Score -4311254 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
Score: -4311483.000000 Penalty: 4976.401367
	Iteration 4Q: 3 clusters Score -4311483 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9618 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4311761.000000 Penalty: 4976.401367
	Iteration 5Q: 3 clusters Score -4311761 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8996 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -4312080.000000 Penalty: 4976.401367
	Iteration 6Q: 3 clusters Score -4312080 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 14518 members 
Entering Unmasked Estep 
Score: -4312468.000000 Penalty: 4976.401367
	Iteration 7Q: 3 clusters Score -4312468 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -4312999.000000 Penalty: 4976.401367
	Iteration 8Q: 3 clusters Score -4312999 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6124 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -4313793.500000 Penalty: 4976.401367
	Iteration 9F: 3 clusters Score -4313794 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -4314760.500000 Penalty: 4976.401367
	Iteration 10F: 3 clusters Score -4314760 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -4315881.500000 Penalty: 4976.401367
	Iteration 11F: 3 clusters Score -4315882 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 20460 members 
Entering Unmasked Estep 
Score: -4316911.000000 Penalty: 4976.401367
	Iteration 12F: 3 clusters Score -4316911 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -4317699.000000 Penalty: 4976.401367
	Iteration 13Q: 3 clusters Score -4317699 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 21824 members 
Entering Unmasked Estep 
Score: -4318196.500000 Penalty: 4976.401367
	Iteration 14Q: 3 clusters Score -4318196 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 22070 members 
Entering Unmasked Estep 
Score: -4318446.000000 Penalty: 4976.401367
	Iteration 15Q: 3 clusters Score -4318446 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 22203 members 
Entering Unmasked Estep 
Score: -4318595.500000 Penalty: 4976.401367
	Iteration 16Q: 3 clusters Score -4318596 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -4318712.000000 Penalty: 4976.401367
	Iteration 17Q: 3 clusters Score -4318712 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 22346 members 
Entering Unmasked Estep 
Score: -4318781.000000 Penalty: 4976.401367
	Iteration 18Q: 3 clusters Score -4318781 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 22378 members 
Entering Unmasked Estep 
Score: -4318812.500000 Penalty: 4976.401367
	Iteration 19Q: 3 clusters Score -4318812 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 22385 members 
Entering Unmasked Estep 
Score: -4318820.500000 Penalty: 4976.401367
	Iteration 20F: 3 clusters Score -4318820 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22392 members 
Entering Unmasked Estep 
Score: -4318827.000000 Penalty: 4976.401367
	Iteration 21Q: 3 clusters Score -4318827 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 22397 members 
Entering Unmasked Estep 
Score: -4318835.500000 Penalty: 4976.401367
	Iteration 22Q: 3 clusters Score -4318836 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -4318840.500000 Penalty: 4976.401367
	Iteration 23Q: 3 clusters Score -4318840 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22408 members 
Entering Unmasked Estep 
Score: -4318847.500000 Penalty: 4976.401367
	Iteration 24Q: 3 clusters Score -4318848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -4318848.000000 Penalty: 4976.401367
	Iteration 25Q: 3 clusters Score -4318848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 22411 members 
Entering Unmasked Estep 
Score: -4318850.500000 Penalty: 4976.401367
	Iteration 26Q: 3 clusters Score -4318850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -4318849.500000 Penalty: 4976.401367
	Iteration 27Q: 3 clusters Score -4318850 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 22413 members 
Entering Unmasked Estep 
Score: -4318857.000000 Penalty: 4976.401367
	Iteration 28Q: 3 clusters Score -4318857 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -4318860.000000 Penalty: 4976.401367
	Iteration 29Q: 3 clusters Score -4318860 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 22412 members 
Entering Unmasked Estep 
Score: -4318860.000000 Penalty: 4976.401367
	Iteration 30F: 3 clusters Score -4318860 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -31620.642578 Penalty: 1329.600464
	Iteration 0F: 2 clusters Score -31620.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30485.900391 Penalty: 2659.200928
	Iteration 0F: 3 clusters Score -30485.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30538.066406 Penalty: 2659.200928
	Iteration 1F: 3 clusters Score -30538.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30560.144531 Penalty: 2659.200928
	Iteration 2Q: 3 clusters Score -30560.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30567.214844 Penalty: 2659.200928
	Iteration 3Q: 3 clusters Score -30567.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -30578.630859 Penalty: 2659.200928
	Iteration 4Q: 3 clusters Score -30578.63 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -30590.656250 Penalty: 2659.200928
	Iteration 5Q: 3 clusters Score -30590.66 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30601.667969 Penalty: 2659.200928
	Iteration 6Q: 3 clusters Score -30601.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -30601.667969 Penalty: 2659.200928
	Iteration 7F: 3 clusters Score -30601.67 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (46043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Entering Unmasked Estep 
Score: -8864304.000000 Penalty: 2662.858154
	Iteration 0F: 2 clusters Score -8864304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 23082 members 
Entering Unmasked Estep 
Score: -8837905.000000 Penalty: 5325.716309
	Iteration 0F: 3 clusters Score -8837905 nChanged 21280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 23876 members 
Entering Unmasked Estep 
Score: -8849378.000000 Penalty: 5325.716309
	Iteration 1F: 3 clusters Score -8849378 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21551 members 
Mstep: Class 2 contains 24492 members 
Entering Unmasked Estep 
Score: -8849880.000000 Penalty: 5325.716309
	Iteration 2Q: 3 clusters Score -8849880 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20637 members 
Mstep: Class 2 contains 25406 members 
Entering Unmasked Estep 
Score: -8850499.000000 Penalty: 5325.716309
	Iteration 3Q: 3 clusters Score -8850499 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19343 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -8851289.000000 Penalty: 5325.716309
	Iteration 4Q: 3 clusters Score -8851289 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 28402 members 
Entering Unmasked Estep 
Score: -8852152.000000 Penalty: 5325.716309
	Iteration 5Q: 3 clusters Score -8852152 nChanged 2476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15461 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -8853267.000000 Penalty: 5325.716309
	Iteration 6F: 3 clusters Score -8853267 nChanged 2733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 33141 members 
Entering Unmasked Estep 
Score: -8854723.000000 Penalty: 5325.716309
	Iteration 7F: 3 clusters Score -8854723 nChanged 2944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10076 members 
Mstep: Class 2 contains 35967 members 
Entering Unmasked Estep 
Score: -8856467.000000 Penalty: 5325.716309
	Iteration 8F: 3 clusters Score -8856467 nChanged 2762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 38641 members 
Entering Unmasked Estep 
Score: -8858129.000000 Penalty: 5325.716309
	Iteration 9F: 3 clusters Score -8858129 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 40953 members 
Entering Unmasked Estep 
Score: -8860043.000000 Penalty: 5325.716309
	Iteration 10F: 3 clusters Score -8860043 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -8860861.000000 Penalty: 5325.716309
	Iteration 11Q: 3 clusters Score -8860861 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 43450 members 
Entering Unmasked Estep 
Score: -8861406.000000 Penalty: 5325.716309
	Iteration 12Q: 3 clusters Score -8861406 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -8861714.000000 Penalty: 5325.716309
	Iteration 13Q: 3 clusters Score -8861714 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 44531 members 
Entering Unmasked Estep 
Score: -8861853.000000 Penalty: 5325.716309
	Iteration 14Q: 3 clusters Score -8861853 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 44817 members 
Entering Unmasked Estep 
Score: -8861952.000000 Penalty: 5325.716309
	Iteration 15Q: 3 clusters Score -8861952 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 45024 members 
Entering Unmasked Estep 
Score: -8862026.000000 Penalty: 5325.716309
	Iteration 16Q: 3 clusters Score -8862026 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 45173 members 
Entering Unmasked Estep 
Score: -8862045.000000 Penalty: 5325.716309
	Iteration 17Q: 3 clusters Score -8862045 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 45286 members 
Entering Unmasked Estep 
Score: -8862080.000000 Penalty: 5325.716309
	Iteration 18Q: 3 clusters Score -8862080 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 45351 members 
Entering Unmasked Estep 
Score: -8862105.000000 Penalty: 5325.716309
	Iteration 19Q: 3 clusters Score -8862105 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -8862133.000000 Penalty: 5325.716309
	Iteration 20F: 3 clusters Score -8862133 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 45437 members 
Entering Unmasked Estep 
Score: -8862153.000000 Penalty: 5325.716309
	Iteration 21Q: 3 clusters Score -8862153 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 45468 members 
Entering Unmasked Estep 
Score: -8862148.000000 Penalty: 5325.716309
	Iteration 22Q: 3 clusters Score -8862148 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 45503 members 
Entering Unmasked Estep 
Score: -8862169.000000 Penalty: 5325.716309
	Iteration 23Q: 3 clusters Score -8862169 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 45523 members 
Entering Unmasked Estep 
Score: -8862182.000000 Penalty: 5325.716309
	Iteration 24Q: 3 clusters Score -8862182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -8862168.000000 Penalty: 5325.716309
	Iteration 25Q: 3 clusters Score -8862168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 45552 members 
Entering Unmasked Estep 
Score: -8862181.000000 Penalty: 5325.716309
	Iteration 26Q: 3 clusters Score -8862181 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 45560 members 
Entering Unmasked Estep 
Score: -8862183.000000 Penalty: 5325.716309
	Iteration 27Q: 3 clusters Score -8862183 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45566 members 
Entering Unmasked Estep 
Score: -8862195.000000 Penalty: 5325.716309
	Iteration 28Q: 3 clusters Score -8862195 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 45570 members 
Entering Unmasked Estep 
Score: -8862199.000000 Penalty: 5325.716309
	Iteration 29Q: 3 clusters Score -8862199 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 45574 members 
Entering Unmasked Estep 
Score: -8862201.000000 Penalty: 5325.716309
	Iteration 30Q: 3 clusters Score -8862201 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -8862205.000000 Penalty: 5325.716309
	Iteration 31Q: 3 clusters Score -8862205 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 45582 members 
Entering Unmasked Estep 
Score: -8862214.000000 Penalty: 5325.716309
	Iteration 32Q: 3 clusters Score -8862214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 45583 members 
Entering Unmasked Estep 
Score: -8862219.000000 Penalty: 5325.716309
	Iteration 33Q: 3 clusters Score -8862219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8862221.000000 Penalty: 5325.716309
	Iteration 34Q: 3 clusters Score -8862221 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 45590 members 
Entering Unmasked Estep 
Score: -8862217.000000 Penalty: 5325.716309
	Iteration 35Q: 3 clusters Score -8862217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 45592 members 
Entering Unmasked Estep 
Score: -8862215.000000 Penalty: 5325.716309
	Iteration 36Q: 3 clusters Score -8862215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -8862210.000000 Penalty: 5325.716309
	Iteration 37Q: 3 clusters Score -8862210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 45598 members 
Entering Unmasked Estep 
Score: -8862218.000000 Penalty: 5325.716309
	Iteration 38Q: 3 clusters Score -8862218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 45600 members 
Entering Unmasked Estep 
Score: -8862231.000000 Penalty: 5325.716309
	Iteration 39Q: 3 clusters Score -8862231 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 45602 members 
Entering Unmasked Estep 
Score: -8862225.000000 Penalty: 5325.716309
	Iteration 40F: 3 clusters Score -8862225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -8862225.000000 Penalty: 5325.716309
	Iteration 41Q: 3 clusters Score -8862225 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 45606 members 
Entering Unmasked Estep 
Score: -8862225.000000 Penalty: 5325.716309
	Iteration 42F: 3 clusters Score -8862225 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21431 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21431 members 
Entering Unmasked Estep 
Score: -3958242.250000 Penalty: 2473.203125
	Iteration 0F: 2 clusters Score -3958242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10741 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -3943292.000000 Penalty: 4946.406250
	Iteration 0F: 3 clusters Score -3943292 nChanged 9467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 10659 members 
Entering Unmasked Estep 
Score: -3948280.000000 Penalty: 4946.406250
	Iteration 1F: 3 clusters Score -3948280 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10803 members 
Mstep: Class 2 contains 10628 members 
Entering Unmasked Estep 
Score: -3948803.000000 Penalty: 4946.406250
	Iteration 2F: 3 clusters Score -3948803 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 10629 members 
Entering Unmasked Estep 
Score: -3949300.000000 Penalty: 4946.406250
	Iteration 3Q: 3 clusters Score -3949300 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10710 members 
Mstep: Class 2 contains 10721 members 
Entering Unmasked Estep 
Score: -3949822.500000 Penalty: 4946.406250
	Iteration 4Q: 3 clusters Score -3949822 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10511 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -3950330.000000 Penalty: 4946.406250
	Iteration 5Q: 3 clusters Score -3950330 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10185 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -3950800.000000 Penalty: 4946.406250
	Iteration 6Q: 3 clusters Score -3950800 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9752 members 
Mstep: Class 2 contains 11679 members 
Entering Unmasked Estep 
Score: -3951252.750000 Penalty: 4946.406250
	Iteration 7Q: 3 clusters Score -3951253 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9294 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -3951646.250000 Penalty: 4946.406250
	Iteration 8Q: 3 clusters Score -3951646 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -3952008.250000 Penalty: 4946.406250
	Iteration 9Q: 3 clusters Score -3952008 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8157 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3952406.000000 Penalty: 4946.406250
	Iteration 10Q: 3 clusters Score -3952406 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7510 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -3952792.000000 Penalty: 4946.406250
	Iteration 11Q: 3 clusters Score -3952792 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6846 members 
Mstep: Class 2 contains 14585 members 
Entering Unmasked Estep 
Score: -3953166.750000 Penalty: 4946.406250
	Iteration 12Q: 3 clusters Score -3953167 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -3953506.250000 Penalty: 4946.406250
	Iteration 13Q: 3 clusters Score -3953506 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
Score: -3953875.750000 Penalty: 4946.406250
	Iteration 14Q: 3 clusters Score -3953876 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -3954217.500000 Penalty: 4946.406250
	Iteration 15Q: 3 clusters Score -3954218 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4368 members 
Mstep: Class 2 contains 17063 members 
Entering Unmasked Estep 
Score: -3954494.500000 Penalty: 4946.406250
	Iteration 16Q: 3 clusters Score -3954494 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 17559 members 
Entering Unmasked Estep 
Score: -3954758.250000 Penalty: 4946.406250
	Iteration 17Q: 3 clusters Score -3954758 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 18035 members 
Entering Unmasked Estep 
Score: -3955046.750000 Penalty: 4946.406250
	Iteration 18Q: 3 clusters Score -3955047 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2980 members 
Mstep: Class 2 contains 18451 members 
Entering Unmasked Estep 
Score: -3955294.000000 Penalty: 4946.406250
	Iteration 19Q: 3 clusters Score -3955294 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2605 members 
Mstep: Class 2 contains 18826 members 
Entering Unmasked Estep 
Score: -3955578.750000 Penalty: 4946.406250
	Iteration 20F: 3 clusters Score -3955579 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 19177 members 
Entering Unmasked Estep 
Score: -3955908.000000 Penalty: 4946.406250
	Iteration 21Q: 3 clusters Score -3955908 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1980 members 
Mstep: Class 2 contains 19451 members 
Entering Unmasked Estep 
Score: -3956313.000000 Penalty: 4946.406250
	Iteration 22Q: 3 clusters Score -3956313 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -3956521.000000 Penalty: 4946.406250
	Iteration 23Q: 3 clusters Score -3956521 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 19759 members 
Entering Unmasked Estep 
Score: -3956639.500000 Penalty: 4946.406250
	Iteration 24Q: 3 clusters Score -3956640 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 19861 members 
Entering Unmasked Estep 
Score: -3956708.500000 Penalty: 4946.406250
	Iteration 25Q: 3 clusters Score -3956708 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 19936 members 
Entering Unmasked Estep 
Score: -3956739.750000 Penalty: 4946.406250
	Iteration 26Q: 3 clusters Score -3956740 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19985 members 
Entering Unmasked Estep 
Score: -3956759.750000 Penalty: 4946.406250
	Iteration 27Q: 3 clusters Score -3956760 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 20022 members 
Entering Unmasked Estep 
Score: -3956770.500000 Penalty: 4946.406250
	Iteration 28Q: 3 clusters Score -3956770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -3956781.750000 Penalty: 4946.406250
	Iteration 29Q: 3 clusters Score -3956782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 20058 members 
Entering Unmasked Estep 
Score: -3956782.000000 Penalty: 4946.406250
	Iteration 30Q: 3 clusters Score -3956782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1363 members 
Mstep: Class 2 contains 20068 members 
Entering Unmasked Estep 
Score: -3956782.750000 Penalty: 4946.406250
	Iteration 31Q: 3 clusters Score -3956783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1358 members 
Mstep: Class 2 contains 20073 members 
Entering Unmasked Estep 
Score: -3956786.250000 Penalty: 4946.406250
	Iteration 32Q: 3 clusters Score -3956786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 20077 members 
Entering Unmasked Estep 
Score: -3956792.750000 Penalty: 4946.406250
	Iteration 33Q: 3 clusters Score -3956793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 20080 members 
Entering Unmasked Estep 
Score: -3956792.500000 Penalty: 4946.406250
	Iteration 34Q: 3 clusters Score -3956792 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 20081 members 
Entering Unmasked Estep 
Score: -3956792.250000 Penalty: 4946.406250
	Iteration 35Q: 3 clusters Score -3956792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3956794.500000 Penalty: 4946.406250
	Iteration 36Q: 3 clusters Score -3956794 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3956794.500000 Penalty: 4946.406250
	Iteration 37F: 3 clusters Score -3956794 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26539 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Entering Unmasked Estep 
Score: -5251587.000000 Penalty: 2526.219971
	Iteration 0F: 2 clusters Score -5251587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13218 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -5233491.000000 Penalty: 5052.439941
	Iteration 0F: 3 clusters Score -5233491 nChanged 11838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 13331 members 
Entering Unmasked Estep 
Score: -5240002.000000 Penalty: 5052.439941
	Iteration 1F: 3 clusters Score -5240002 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13305 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -5240457.000000 Penalty: 5052.439941
	Iteration 2Q: 3 clusters Score -5240457 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13429 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -5240831.000000 Penalty: 5052.439941
	Iteration 3Q: 3 clusters Score -5240831 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -5241160.000000 Penalty: 5052.439941
	Iteration 4Q: 3 clusters Score -5241160 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13707 members 
Mstep: Class 2 contains 12832 members 
Entering Unmasked Estep 
Score: -5241537.000000 Penalty: 5052.439941
	Iteration 5Q: 3 clusters Score -5241537 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 12752 members 
Entering Unmasked Estep 
Score: -5241935.500000 Penalty: 5052.439941
	Iteration 6Q: 3 clusters Score -5241936 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 12719 members 
Entering Unmasked Estep 
Score: -5242339.000000 Penalty: 5052.439941
	Iteration 7Q: 3 clusters Score -5242339 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13791 members 
Mstep: Class 2 contains 12748 members 
Entering Unmasked Estep 
Score: -5242788.500000 Penalty: 5052.439941
	Iteration 8Q: 3 clusters Score -5242788 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -5243329.000000 Penalty: 5052.439941
	Iteration 9Q: 3 clusters Score -5243329 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13583 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -5244060.000000 Penalty: 5052.439941
	Iteration 10Q: 3 clusters Score -5244060 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13432 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -5245032.500000 Penalty: 5052.439941
	Iteration 11F: 3 clusters Score -5245032 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13273 members 
Mstep: Class 2 contains 13266 members 
Entering Unmasked Estep 
Score: -5245884.000000 Penalty: 5052.439941
	Iteration 12F: 3 clusters Score -5245884 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13138 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -5246379.500000 Penalty: 5052.439941
	Iteration 13Q: 3 clusters Score -5246380 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -5246606.500000 Penalty: 5052.439941
	Iteration 14Q: 3 clusters Score -5246606 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12969 members 
Mstep: Class 2 contains 13570 members 
Entering Unmasked Estep 
Score: -5246704.500000 Penalty: 5052.439941
	Iteration 15Q: 3 clusters Score -5246704 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -5246793.500000 Penalty: 5052.439941
	Iteration 16Q: 3 clusters Score -5246794 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
Score: -5246853.500000 Penalty: 5052.439941
	Iteration 17Q: 3 clusters Score -5246854 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12731 members 
Mstep: Class 2 contains 13808 members 
Entering Unmasked Estep 
Score: -5246927.000000 Penalty: 5052.439941
	Iteration 18Q: 3 clusters Score -5246927 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12638 members 
Mstep: Class 2 contains 13901 members 
Entering Unmasked Estep 
Score: -5246965.000000 Penalty: 5052.439941
	Iteration 19Q: 3 clusters Score -5246965 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12554 members 
Mstep: Class 2 contains 13985 members 
Entering Unmasked Estep 
Score: -5247010.000000 Penalty: 5052.439941
	Iteration 20F: 3 clusters Score -5247010 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12480 members 
Mstep: Class 2 contains 14059 members 
Entering Unmasked Estep 
Score: -5247048.500000 Penalty: 5052.439941
	Iteration 21Q: 3 clusters Score -5247048 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12408 members 
Mstep: Class 2 contains 14131 members 
Entering Unmasked Estep 
Score: -5247108.000000 Penalty: 5052.439941
	Iteration 22Q: 3 clusters Score -5247108 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -5247140.000000 Penalty: 5052.439941
	Iteration 23Q: 3 clusters Score -5247140 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 14343 members 
Entering Unmasked Estep 
Score: -5247150.000000 Penalty: 5052.439941
	Iteration 24Q: 3 clusters Score -5247150 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 14468 members 
Entering Unmasked Estep 
Score: -5247198.500000 Penalty: 5052.439941
	Iteration 25Q: 3 clusters Score -5247198 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11951 members 
Mstep: Class 2 contains 14588 members 
Entering Unmasked Estep 
Score: -5247232.500000 Penalty: 5052.439941
	Iteration 26Q: 3 clusters Score -5247232 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 14684 members 
Entering Unmasked Estep 
Score: -5247268.500000 Penalty: 5052.439941
	Iteration 27Q: 3 clusters Score -5247268 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11760 members 
Mstep: Class 2 contains 14779 members 
Entering Unmasked Estep 
Score: -5247306.000000 Penalty: 5052.439941
	Iteration 28Q: 3 clusters Score -5247306 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 14864 members 
Entering Unmasked Estep 
Score: -5247315.000000 Penalty: 5052.439941
	Iteration 29Q: 3 clusters Score -5247315 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11577 members 
Mstep: Class 2 contains 14962 members 
Entering Unmasked Estep 
Score: -5247377.500000 Penalty: 5052.439941
	Iteration 30Q: 3 clusters Score -5247378 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -5247438.500000 Penalty: 5052.439941
	Iteration 31Q: 3 clusters Score -5247438 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11333 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -5247482.000000 Penalty: 5052.439941
	Iteration 32Q: 3 clusters Score -5247482 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 15313 members 
Entering Unmasked Estep 
Score: -5247529.500000 Penalty: 5052.439941
	Iteration 33Q: 3 clusters Score -5247530 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11092 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -5247559.000000 Penalty: 5052.439941
	Iteration 34Q: 3 clusters Score -5247559 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10981 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -5247619.000000 Penalty: 5052.439941
	Iteration 35Q: 3 clusters Score -5247619 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10871 members 
Mstep: Class 2 contains 15668 members 
Entering Unmasked Estep 
Score: -5247637.500000 Penalty: 5052.439941
	Iteration 36Q: 3 clusters Score -5247638 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10765 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -5247690.000000 Penalty: 5052.439941
	Iteration 37Q: 3 clusters Score -5247690 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10656 members 
Mstep: Class 2 contains 15883 members 
Entering Unmasked Estep 
Score: -5247733.000000 Penalty: 5052.439941
	Iteration 38Q: 3 clusters Score -5247733 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5247766.000000 Penalty: 5052.439941
	Iteration 39Q: 3 clusters Score -5247766 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10507 members 
Mstep: Class 2 contains 16032 members 
Entering Unmasked Estep 
Score: -5247772.500000 Penalty: 5052.439941
	Iteration 40F: 3 clusters Score -5247772 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -5247783.000000 Penalty: 5052.439941
	Iteration 41Q: 3 clusters Score -5247783 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10361 members 
Mstep: Class 2 contains 16178 members 
Entering Unmasked Estep 
Score: -5247807.000000 Penalty: 5052.439941
	Iteration 42Q: 3 clusters Score -5247807 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10299 members 
Mstep: Class 2 contains 16240 members 
Entering Unmasked Estep 
Score: -5247835.500000 Penalty: 5052.439941
	Iteration 43Q: 3 clusters Score -5247836 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10243 members 
Mstep: Class 2 contains 16296 members 
Entering Unmasked Estep 
Score: -5247837.500000 Penalty: 5052.439941
	Iteration 44Q: 3 clusters Score -5247838 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10200 members 
Mstep: Class 2 contains 16339 members 
Entering Unmasked Estep 
Score: -5247850.000000 Penalty: 5052.439941
	Iteration 45Q: 3 clusters Score -5247850 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 16381 members 
Entering Unmasked Estep 
Score: -5247849.500000 Penalty: 5052.439941
	Iteration 46Q: 3 clusters Score -5247850 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10116 members 
Mstep: Class 2 contains 16423 members 
Entering Unmasked Estep 
Score: -5247855.500000 Penalty: 5052.439941
	Iteration 47Q: 3 clusters Score -5247856 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10080 members 
Mstep: Class 2 contains 16459 members 
Entering Unmasked Estep 
Score: -5247867.000000 Penalty: 5052.439941
	Iteration 48Q: 3 clusters Score -5247867 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 16495 members 
Entering Unmasked Estep 
Score: -5247874.000000 Penalty: 5052.439941
	Iteration 49Q: 3 clusters Score -5247874 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10016 members 
Mstep: Class 2 contains 16523 members 
Entering Unmasked Estep 
Score: -5247878.000000 Penalty: 5052.439941
	Iteration 50Q: 3 clusters Score -5247878 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9984 members 
Mstep: Class 2 contains 16555 members 
Entering Unmasked Estep 
Score: -5247892.000000 Penalty: 5052.439941
	Iteration 51Q: 3 clusters Score -5247892 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -5247912.000000 Penalty: 5052.439941
	Iteration 52Q: 3 clusters Score -5247912 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9905 members 
Mstep: Class 2 contains 16634 members 
Entering Unmasked Estep 
Score: -5247926.000000 Penalty: 5052.439941
	Iteration 53Q: 3 clusters Score -5247926 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 16681 members 
Entering Unmasked Estep 
Score: -5247932.000000 Penalty: 5052.439941
	Iteration 54Q: 3 clusters Score -5247932 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -5247932.000000 Penalty: 5052.439941
	Iteration 55Q: 3 clusters Score -5247932 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9763 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
Score: -5247932.000000 Penalty: 5052.439941
	Iteration 56Q: 3 clusters Score -5247932 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9717 members 
Mstep: Class 2 contains 16822 members 
Entering Unmasked Estep 
Score: -5247956.000000 Penalty: 5052.439941
	Iteration 57Q: 3 clusters Score -5247956 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9669 members 
Mstep: Class 2 contains 16870 members 
Entering Unmasked Estep 
Score: -5247978.000000 Penalty: 5052.439941
	Iteration 58Q: 3 clusters Score -5247978 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 16931 members 
Entering Unmasked Estep 
Score: -5247971.000000 Penalty: 5052.439941
	Iteration 59Q: 3 clusters Score -5247971 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9557 members 
Mstep: Class 2 contains 16982 members 
Entering Unmasked Estep 
Score: -5247977.500000 Penalty: 5052.439941
	Iteration 60F: 3 clusters Score -5247978 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9513 members 
Mstep: Class 2 contains 17026 members 
Entering Unmasked Estep 
Score: -5247977.500000 Penalty: 5052.439941
	Iteration 61Q: 3 clusters Score -5247978 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9470 members 
Mstep: Class 2 contains 17069 members 
Entering Unmasked Estep 
Score: -5247983.500000 Penalty: 5052.439941
	Iteration 62Q: 3 clusters Score -5247984 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -5247989.500000 Penalty: 5052.439941
	Iteration 63Q: 3 clusters Score -5247990 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9403 members 
Mstep: Class 2 contains 17136 members 
Entering Unmasked Estep 
Score: -5247993.500000 Penalty: 5052.439941
	Iteration 64Q: 3 clusters Score -5247994 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9371 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -5247992.000000 Penalty: 5052.439941
	Iteration 65Q: 3 clusters Score -5247992 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9342 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -5247992.000000 Penalty: 5052.439941
	Iteration 66Q: 3 clusters Score -5247992 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 17217 members 
Entering Unmasked Estep 
Score: -5248003.500000 Penalty: 5052.439941
	Iteration 67Q: 3 clusters Score -5248004 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9301 members 
Mstep: Class 2 contains 17238 members 
Entering Unmasked Estep 
Score: -5248004.000000 Penalty: 5052.439941
	Iteration 68Q: 3 clusters Score -5248004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9287 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -5248004.000000 Penalty: 5052.439941
	Iteration 69Q: 3 clusters Score -5248004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9273 members 
Mstep: Class 2 contains 17266 members 
Entering Unmasked Estep 
Score: -5248002.500000 Penalty: 5052.439941
	Iteration 70Q: 3 clusters Score -5248002 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9267 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -5248002.500000 Penalty: 5052.439941
	Iteration 71Q: 3 clusters Score -5248002 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9256 members 
Mstep: Class 2 contains 17283 members 
Entering Unmasked Estep 
Score: -5248006.500000 Penalty: 5052.439941
	Iteration 72Q: 3 clusters Score -5248006 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9240 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -5248006.500000 Penalty: 5052.439941
	Iteration 73Q: 3 clusters Score -5248006 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -5248011.500000 Penalty: 5052.439941
	Iteration 74Q: 3 clusters Score -5248012 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -5248006.500000 Penalty: 5052.439941
	Iteration 75Q: 3 clusters Score -5248006 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9207 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -5248005.000000 Penalty: 5052.439941
	Iteration 76Q: 3 clusters Score -5248005 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 17340 members 
Entering Unmasked Estep 
Score: -5248009.000000 Penalty: 5052.439941
	Iteration 77Q: 3 clusters Score -5248009 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -5248005.500000 Penalty: 5052.439941
	Iteration 78Q: 3 clusters Score -5248006 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -5248011.000000 Penalty: 5052.439941
	Iteration 79Q: 3 clusters Score -5248011 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 17346 members 
Entering Unmasked Estep 
Score: -5248009.000000 Penalty: 5052.439941
	Iteration 80F: 3 clusters Score -5248009 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9191 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -5248012.000000 Penalty: 5052.439941
	Iteration 81Q: 3 clusters Score -5248012 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9187 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -5248010.500000 Penalty: 5052.439941
	Iteration 82Q: 3 clusters Score -5248010 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 17358 members 
Entering Unmasked Estep 
Score: -5248008.000000 Penalty: 5052.439941
	Iteration 83Q: 3 clusters Score -5248008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 17366 members 
Entering Unmasked Estep 
Score: -5248015.500000 Penalty: 5052.439941
	Iteration 84Q: 3 clusters Score -5248016 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -5248022.500000 Penalty: 5052.439941
	Iteration 85Q: 3 clusters Score -5248022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -5248020.000000 Penalty: 5052.439941
	Iteration 86Q: 3 clusters Score -5248020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -5248019.500000 Penalty: 5052.439941
	Iteration 87Q: 3 clusters Score -5248020 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9161 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -5248022.500000 Penalty: 5052.439941
	Iteration 88Q: 3 clusters Score -5248022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9157 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -5248022.500000 Penalty: 5052.439941
	Iteration 89Q: 3 clusters Score -5248022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5248019.500000 Penalty: 5052.439941
	Iteration 90Q: 3 clusters Score -5248020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -5248015.000000 Penalty: 5052.439941
	Iteration 91Q: 3 clusters Score -5248015 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9140 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -5248020.500000 Penalty: 5052.439941
	Iteration 92Q: 3 clusters Score -5248020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 17410 members 
Entering Unmasked Estep 
Score: -5248010.000000 Penalty: 5052.439941
	Iteration 93Q: 3 clusters Score -5248010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -5248018.000000 Penalty: 5052.439941
	Iteration 94Q: 3 clusters Score -5248018 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 17437 members 
Entering Unmasked Estep 
Score: -5248019.000000 Penalty: 5052.439941
	Iteration 95Q: 3 clusters Score -5248019 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 17452 members 
Entering Unmasked Estep 
Score: -5248017.500000 Penalty: 5052.439941
	Iteration 96Q: 3 clusters Score -5248018 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -5248031.000000 Penalty: 5052.439941
	Iteration 97Q: 3 clusters Score -5248031 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 17469 members 
Entering Unmasked Estep 
Score: -5248023.000000 Penalty: 5052.439941
	Iteration 98Q: 3 clusters Score -5248023 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9058 members 
Mstep: Class 2 contains 17481 members 
Entering Unmasked Estep 
Score: -5248030.500000 Penalty: 5052.439941
	Iteration 99Q: 3 clusters Score -5248030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -5248024.000000 Penalty: 5052.439941
	Iteration 100F: 3 clusters Score -5248024 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9055 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -5248028.500000 Penalty: 5052.439941
	Iteration 101Q: 3 clusters Score -5248028 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 17492 members 
Entering Unmasked Estep 
Score: -5248031.000000 Penalty: 5052.439941
	Iteration 102Q: 3 clusters Score -5248031 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 17498 members 
Entering Unmasked Estep 
Score: -5248031.500000 Penalty: 5052.439941
	Iteration 103Q: 3 clusters Score -5248032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9031 members 
Mstep: Class 2 contains 17508 members 
Entering Unmasked Estep 
Score: -5248035.500000 Penalty: 5052.439941
	Iteration 104Q: 3 clusters Score -5248036 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -5248036.500000 Penalty: 5052.439941
	Iteration 105Q: 3 clusters Score -5248036 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9022 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
Score: -5248047.000000 Penalty: 5052.439941
	Iteration 106Q: 3 clusters Score -5248047 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 17520 members 
Entering Unmasked Estep 
Score: -5248052.000000 Penalty: 5052.439941
	Iteration 107Q: 3 clusters Score -5248052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -5248047.000000 Penalty: 5052.439941
	Iteration 108Q: 3 clusters Score -5248047 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9014 members 
Mstep: Class 2 contains 17525 members 
Entering Unmasked Estep 
Score: -5248046.500000 Penalty: 5052.439941
	Iteration 109Q: 3 clusters Score -5248046 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9009 members 
Mstep: Class 2 contains 17530 members 
Entering Unmasked Estep 
Score: -5248041.500000 Penalty: 5052.439941
	Iteration 110Q: 3 clusters Score -5248042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 17536 members 
Entering Unmasked Estep 
Score: -5248044.500000 Penalty: 5052.439941
	Iteration 111Q: 3 clusters Score -5248044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8997 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
Score: -5248045.500000 Penalty: 5052.439941
	Iteration 112Q: 3 clusters Score -5248046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -5248040.500000 Penalty: 5052.439941
	Iteration 113Q: 3 clusters Score -5248040 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8992 members 
Mstep: Class 2 contains 17547 members 
Entering Unmasked Estep 
Score: -5248048.000000 Penalty: 5052.439941
	Iteration 114Q: 3 clusters Score -5248048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8988 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -5248051.000000 Penalty: 5052.439941
	Iteration 115Q: 3 clusters Score -5248051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8985 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -5248048.500000 Penalty: 5052.439941
	Iteration 116Q: 3 clusters Score -5248048 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8983 members 
Mstep: Class 2 contains 17556 members 
Entering Unmasked Estep 
Score: -5248041.500000 Penalty: 5052.439941
	Iteration 117Q: 3 clusters Score -5248042 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 17558 members 
Entering Unmasked Estep 
Score: -5248043.500000 Penalty: 5052.439941
	Iteration 118Q: 3 clusters Score -5248044 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 17562 members 
Entering Unmasked Estep 
Score: -5248049.000000 Penalty: 5052.439941
	Iteration 119Q: 3 clusters Score -5248049 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Mstep: Class 2 contains 17565 members 
Entering Unmasked Estep 
Score: -5248047.500000 Penalty: 5052.439941
	Iteration 120F: 3 clusters Score -5248048 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -5248048.500000 Penalty: 5052.439941
	Iteration 121Q: 3 clusters Score -5248048 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -5248053.000000 Penalty: 5052.439941
	Iteration 122Q: 3 clusters Score -5248053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8958 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -5248055.000000 Penalty: 5052.439941
	Iteration 123Q: 3 clusters Score -5248055 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8953 members 
Mstep: Class 2 contains 17586 members 
Entering Unmasked Estep 
Score: -5248053.500000 Penalty: 5052.439941
	Iteration 124Q: 3 clusters Score -5248054 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8949 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -5248051.500000 Penalty: 5052.439941
	Iteration 125Q: 3 clusters Score -5248052 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8946 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -5248058.500000 Penalty: 5052.439941
	Iteration 126Q: 3 clusters Score -5248058 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8944 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -5248056.500000 Penalty: 5052.439941
	Iteration 127Q: 3 clusters Score -5248056 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -5248053.500000 Penalty: 5052.439941
	Iteration 128Q: 3 clusters Score -5248054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8939 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -5248050.500000 Penalty: 5052.439941
	Iteration 129Q: 3 clusters Score -5248050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8936 members 
Mstep: Class 2 contains 17603 members 
Entering Unmasked Estep 
Score: -5248049.500000 Penalty: 5052.439941
	Iteration 130Q: 3 clusters Score -5248050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 17607 members 
Entering Unmasked Estep 
Score: -5248057.000000 Penalty: 5052.439941
	Iteration 131Q: 3 clusters Score -5248057 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -5248061.000000 Penalty: 5052.439941
	Iteration 132Q: 3 clusters Score -5248061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 17608 members 
Entering Unmasked Estep 
Score: -5248061.000000 Penalty: 5052.439941
	Iteration 133F: 3 clusters Score -5248061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59640 members 
Entering Unmasked Estep 
Score: -11244249.000000 Penalty: 2727.028076
	Iteration 0F: 2 clusters Score -1.124425e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30022 members 
Mstep: Class 2 contains 29618 members 
Entering Unmasked Estep 
Score: -11207848.000000 Penalty: 5454.056152
	Iteration 0F: 3 clusters Score -1.120785e+07 nChanged 27760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31988 members 
Mstep: Class 2 contains 27652 members 
Entering Unmasked Estep 
Score: -11223513.000000 Penalty: 5454.056152
	Iteration 1F: 3 clusters Score -1.122351e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33277 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -11224212.000000 Penalty: 5454.056152
	Iteration 2Q: 3 clusters Score -1.122421e+07 nChanged 2583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35142 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -11225121.000000 Penalty: 5454.056152
	Iteration 3Q: 3 clusters Score -1.122512e+07 nChanged 3076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -11226638.000000 Penalty: 5454.056152
	Iteration 4F: 3 clusters Score -1.122664e+07 nChanged 3892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41578 members 
Mstep: Class 2 contains 18062 members 
Entering Unmasked Estep 
Score: -11229041.000000 Penalty: 5454.056152
	Iteration 5F: 3 clusters Score -1.122904e+07 nChanged 4648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46172 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -11232308.000000 Penalty: 5454.056152
	Iteration 6F: 3 clusters Score -1.123231e+07 nChanged 5004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51156 members 
Mstep: Class 2 contains 8484 members 
Entering Unmasked Estep 
Score: -11236307.000000 Penalty: 5454.056152
	Iteration 7F: 3 clusters Score -1.123631e+07 nChanged 4138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55288 members 
Mstep: Class 2 contains 4352 members 
Entering Unmasked Estep 
Score: -11239308.000000 Penalty: 5454.056152
	Iteration 8F: 3 clusters Score -1.123931e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57761 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -11240730.000000 Penalty: 5454.056152
	Iteration 9Q: 3 clusters Score -1.124073e+07 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58800 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11241313.000000 Penalty: 5454.056152
	Iteration 10Q: 3 clusters Score -1.124131e+07 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59175 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -11241576.000000 Penalty: 5454.056152
	Iteration 11Q: 3 clusters Score -1.124158e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59298 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -11241722.000000 Penalty: 5454.056152
	Iteration 12Q: 3 clusters Score -1.124172e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59342 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -11241768.000000 Penalty: 5454.056152
	Iteration 13Q: 3 clusters Score -1.124177e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59372 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -11241802.000000 Penalty: 5454.056152
	Iteration 14Q: 3 clusters Score -1.12418e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59383 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -11241819.000000 Penalty: 5454.056152
	Iteration 15Q: 3 clusters Score -1.124182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59386 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -11241822.000000 Penalty: 5454.056152
	Iteration 16Q: 3 clusters Score -1.124182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59391 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -11241833.000000 Penalty: 5454.056152
	Iteration 17Q: 3 clusters Score -1.124183e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59399 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -11241843.000000 Penalty: 5454.056152
	Iteration 18Q: 3 clusters Score -1.124184e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -11241841.000000 Penalty: 5454.056152
	Iteration 19Q: 3 clusters Score -1.124184e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59406 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -11241859.000000 Penalty: 5454.056152
	Iteration 20F: 3 clusters Score -1.124186e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11241871.000000 Penalty: 5454.056152
	Iteration 21Q: 3 clusters Score -1.124187e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59410 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -11241871.000000 Penalty: 5454.056152
	Iteration 22F: 3 clusters Score -1.124187e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (53834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53834 members 
Entering Unmasked Estep 
Score: -9918642.000000 Penalty: 2701.627930
	Iteration 0F: 2 clusters Score -9918642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26771 members 
Mstep: Class 2 contains 27063 members 
Entering Unmasked Estep 
Score: -9884493.000000 Penalty: 5403.255859
	Iteration 0F: 3 clusters Score -9884493 nChanged 25022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24843 members 
Mstep: Class 2 contains 28991 members 
Entering Unmasked Estep 
Score: -9898641.000000 Penalty: 5403.255859
	Iteration 1F: 3 clusters Score -9898641 nChanged 2538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 30173 members 
Entering Unmasked Estep 
Score: -9899618.000000 Penalty: 5403.255859
	Iteration 2Q: 3 clusters Score -9899618 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22031 members 
Mstep: Class 2 contains 31803 members 
Entering Unmasked Estep 
Score: -9900973.000000 Penalty: 5403.255859
	Iteration 3F: 3 clusters Score -9900973 nChanged 3265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 34184 members 
Entering Unmasked Estep 
Score: -9902872.000000 Penalty: 5403.255859
	Iteration 4F: 3 clusters Score -9902872 nChanged 3821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16531 members 
Mstep: Class 2 contains 37303 members 
Entering Unmasked Estep 
Score: -9905433.000000 Penalty: 5403.255859
	Iteration 5F: 3 clusters Score -9905433 nChanged 4135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12790 members 
Mstep: Class 2 contains 41044 members 
Entering Unmasked Estep 
Score: -9908706.000000 Penalty: 5403.255859
	Iteration 6F: 3 clusters Score -9908706 nChanged 3901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 44777 members 
Entering Unmasked Estep 
Score: -9911908.000000 Penalty: 5403.255859
	Iteration 7F: 3 clusters Score -9911908 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6015 members 
Mstep: Class 2 contains 47819 members 
Entering Unmasked Estep 
Score: -9914432.000000 Penalty: 5403.255859
	Iteration 8F: 3 clusters Score -9914432 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 49838 members 
Entering Unmasked Estep 
Score: -9915915.000000 Penalty: 5403.255859
	Iteration 9Q: 3 clusters Score -9915915 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 50999 members 
Entering Unmasked Estep 
Score: -9916501.000000 Penalty: 5403.255859
	Iteration 10Q: 3 clusters Score -9916501 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 51653 members 
Entering Unmasked Estep 
Score: -9916816.000000 Penalty: 5403.255859
	Iteration 11Q: 3 clusters Score -9916816 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -9916881.000000 Penalty: 5403.255859
	Iteration 12Q: 3 clusters Score -9916881 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 52288 members 
Entering Unmasked Estep 
Score: -9916898.000000 Penalty: 5403.255859
	Iteration 13Q: 3 clusters Score -9916898 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 52454 members 
Entering Unmasked Estep 
Score: -9916893.000000 Penalty: 5403.255859
	Iteration 14Q: 3 clusters Score -9916893 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 52564 members 
Entering Unmasked Estep 
Score: -9916920.000000 Penalty: 5403.255859
	Iteration 15Q: 3 clusters Score -9916920 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 52638 members 
Entering Unmasked Estep 
Score: -9916918.000000 Penalty: 5403.255859
	Iteration 16Q: 3 clusters Score -9916918 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 52697 members 
Entering Unmasked Estep 
Score: -9916913.000000 Penalty: 5403.255859
	Iteration 17Q: 3 clusters Score -9916913 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1080 members 
Mstep: Class 2 contains 52754 members 
Entering Unmasked Estep 
Score: -9916923.000000 Penalty: 5403.255859
	Iteration 18Q: 3 clusters Score -9916923 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 52801 members 
Entering Unmasked Estep 
Score: -9916935.000000 Penalty: 5403.255859
	Iteration 19Q: 3 clusters Score -9916935 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 52838 members 
Entering Unmasked Estep 
Score: -9916951.000000 Penalty: 5403.255859
	Iteration 20F: 3 clusters Score -9916951 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 52879 members 
Entering Unmasked Estep 
Score: -9916962.000000 Penalty: 5403.255859
	Iteration 21Q: 3 clusters Score -9916962 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 924 members 
Mstep: Class 2 contains 52910 members 
Entering Unmasked Estep 
Score: -9916953.000000 Penalty: 5403.255859
	Iteration 22Q: 3 clusters Score -9916953 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 52937 members 
Entering Unmasked Estep 
Score: -9916968.000000 Penalty: 5403.255859
	Iteration 23Q: 3 clusters Score -9916968 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 52959 members 
Entering Unmasked Estep 
Score: -9916976.000000 Penalty: 5403.255859
	Iteration 24Q: 3 clusters Score -9916976 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 52974 members 
Entering Unmasked Estep 
Score: -9916965.000000 Penalty: 5403.255859
	Iteration 25Q: 3 clusters Score -9916965 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -9916970.000000 Penalty: 5403.255859
	Iteration 26Q: 3 clusters Score -9916970 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 53002 members 
Entering Unmasked Estep 
Score: -9916952.000000 Penalty: 5403.255859
	Iteration 27Q: 3 clusters Score -9916952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 53010 members 
Entering Unmasked Estep 
Score: -9916956.000000 Penalty: 5403.255859
	Iteration 28Q: 3 clusters Score -9916956 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -9916958.000000 Penalty: 5403.255859
	Iteration 29Q: 3 clusters Score -9916958 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 53013 members 
Entering Unmasked Estep 
Score: -9916944.000000 Penalty: 5403.255859
	Iteration 30Q: 3 clusters Score -9916944 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 53012 members 
Entering Unmasked Estep 
Score: -9916949.000000 Penalty: 5403.255859
	Iteration 31Q: 3 clusters Score -9916949 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -9916951.000000 Penalty: 5403.255859
	Iteration 32Q: 3 clusters Score -9916951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 53011 members 
Entering Unmasked Estep 
Score: -9916951.000000 Penalty: 5403.255859
	Iteration 33F: 3 clusters Score -9916951 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (66144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66144 members 
Entering Unmasked Estep 
Score: -11938988.000000 Penalty: 2752.698242
	Iteration 0F: 2 clusters Score -1.193899e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32873 members 
Mstep: Class 2 contains 33271 members 
Entering Unmasked Estep 
Score: -11897481.000000 Penalty: 5505.396484
	Iteration 0F: 3 clusters Score -1.189748e+07 nChanged 31025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30984 members 
Mstep: Class 2 contains 35160 members 
Entering Unmasked Estep 
Score: -11914756.000000 Penalty: 5505.396484
	Iteration 1F: 3 clusters Score -1.191476e+07 nChanged 2349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30065 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -11915365.000000 Penalty: 5505.396484
	Iteration 2Q: 3 clusters Score -1.191536e+07 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28736 members 
Mstep: Class 2 contains 37408 members 
Entering Unmasked Estep 
Score: -11916114.000000 Penalty: 5505.396484
	Iteration 3Q: 3 clusters Score -1.191611e+07 nChanged 2632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26712 members 
Mstep: Class 2 contains 39432 members 
Entering Unmasked Estep 
Score: -11917149.000000 Penalty: 5505.396484
	Iteration 4Q: 3 clusters Score -1.191715e+07 nChanged 3196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23824 members 
Mstep: Class 2 contains 42320 members 
Entering Unmasked Estep 
Score: -11918638.000000 Penalty: 5505.396484
	Iteration 5Q: 3 clusters Score -1.191864e+07 nChanged 4021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 46209 members 
Entering Unmasked Estep 
Score: -11921083.000000 Penalty: 5505.396484
	Iteration 6F: 3 clusters Score -1.192108e+07 nChanged 4921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15082 members 
Mstep: Class 2 contains 51062 members 
Entering Unmasked Estep 
Score: -11924746.000000 Penalty: 5505.396484
	Iteration 7F: 3 clusters Score -1.192475e+07 nChanged 5219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 56253 members 
Entering Unmasked Estep 
Score: -11929070.000000 Penalty: 5505.396484
	Iteration 8F: 3 clusters Score -1.192907e+07 nChanged 4432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5463 members 
Mstep: Class 2 contains 60681 members 
Entering Unmasked Estep 
Score: -11932710.000000 Penalty: 5505.396484
	Iteration 9F: 3 clusters Score -1.193271e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 63477 members 
Entering Unmasked Estep 
Score: -11934842.000000 Penalty: 5505.396484
	Iteration 10Q: 3 clusters Score -1.193484e+07 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 64806 members 
Entering Unmasked Estep 
Score: -11935699.000000 Penalty: 5505.396484
	Iteration 11Q: 3 clusters Score -1.19357e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 65366 members 
Entering Unmasked Estep 
Score: -11936146.000000 Penalty: 5505.396484
	Iteration 12Q: 3 clusters Score -1.193615e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 65596 members 
Entering Unmasked Estep 
Score: -11936342.000000 Penalty: 5505.396484
	Iteration 13Q: 3 clusters Score -1.193634e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 65709 members 
Entering Unmasked Estep 
Score: -11936476.000000 Penalty: 5505.396484
	Iteration 14Q: 3 clusters Score -1.193648e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 65758 members 
Entering Unmasked Estep 
Score: -11936521.000000 Penalty: 5505.396484
	Iteration 15Q: 3 clusters Score -1.193652e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 65790 members 
Entering Unmasked Estep 
Score: -11936555.000000 Penalty: 5505.396484
	Iteration 16Q: 3 clusters Score -1.193656e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 65813 members 
Entering Unmasked Estep 
Score: -11936559.000000 Penalty: 5505.396484
	Iteration 17Q: 3 clusters Score -1.193656e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 65828 members 
Entering Unmasked Estep 
Score: -11936574.000000 Penalty: 5505.396484
	Iteration 18Q: 3 clusters Score -1.193657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 65835 members 
Entering Unmasked Estep 
Score: -11936585.000000 Penalty: 5505.396484
	Iteration 19Q: 3 clusters Score -1.193658e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 65838 members 
Entering Unmasked Estep 
Score: -11936591.000000 Penalty: 5505.396484
	Iteration 20F: 3 clusters Score -1.193659e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 65840 members 
Entering Unmasked Estep 
Score: -11936600.000000 Penalty: 5505.396484
	Iteration 21Q: 3 clusters Score -1.19366e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 65845 members 
Entering Unmasked Estep 
Score: -11936612.000000 Penalty: 5505.396484
	Iteration 22Q: 3 clusters Score -1.193661e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 65849 members 
Entering Unmasked Estep 
Score: -11936613.000000 Penalty: 5505.396484
	Iteration 23Q: 3 clusters Score -1.193661e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 65853 members 
Entering Unmasked Estep 
Score: -11936612.000000 Penalty: 5505.396484
	Iteration 24Q: 3 clusters Score -1.193661e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 65855 members 
Entering Unmasked Estep 
Score: -11936611.000000 Penalty: 5505.396484
	Iteration 25Q: 3 clusters Score -1.193661e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -11936624.000000 Penalty: 5505.396484
	Iteration 26Q: 3 clusters Score -1.193662e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 65858 members 
Entering Unmasked Estep 
Score: -11936629.000000 Penalty: 5505.396484
	Iteration 27Q: 3 clusters Score -1.193663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 65859 members 
Entering Unmasked Estep 
Score: -11936626.000000 Penalty: 5505.396484
	Iteration 28Q: 3 clusters Score -1.193663e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 65862 members 
Entering Unmasked Estep 
Score: -11936621.000000 Penalty: 5505.396484
	Iteration 29Q: 3 clusters Score -1.193662e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 65865 members 
Entering Unmasked Estep 
Score: -11936633.000000 Penalty: 5505.396484
	Iteration 30Q: 3 clusters Score -1.193663e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -11936633.000000 Penalty: 5505.396484
	Iteration 31Q: 3 clusters Score -1.193663e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 65867 members 
Entering Unmasked Estep 
Score: -11936633.000000 Penalty: 5505.396484
	Iteration 32F: 3 clusters Score -1.193663e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (18110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18110 members 
Entering Unmasked Estep 
Score: -3408078.750000 Penalty: 2431.446289
	Iteration 0F: 2 clusters Score -3408079 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 9063 members 
Entering Unmasked Estep 
Score: -3395171.000000 Penalty: 4862.892578
	Iteration 0F: 3 clusters Score -3395171 nChanged 7926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3399385.750000 Penalty: 4862.892578
	Iteration 1F: 3 clusters Score -3399386 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
Score: -3399745.750000 Penalty: 4862.892578
	Iteration 2F: 3 clusters Score -3399746 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9271 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -3399988.500000 Penalty: 4862.892578
	Iteration 3Q: 3 clusters Score -3399988 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 8741 members 
Entering Unmasked Estep 
Score: -3400148.250000 Penalty: 4862.892578
	Iteration 4Q: 3 clusters Score -3400148 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8568 members 
Entering Unmasked Estep 
Score: -3400287.500000 Penalty: 4862.892578
	Iteration 5Q: 3 clusters Score -3400288 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 8355 members 
Entering Unmasked Estep 
Score: -3400419.250000 Penalty: 4862.892578
	Iteration 6Q: 3 clusters Score -3400419 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -3400550.750000 Penalty: 4862.892578
	Iteration 7Q: 3 clusters Score -3400551 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3400710.750000 Penalty: 4862.892578
	Iteration 8Q: 3 clusters Score -3400711 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -3400913.750000 Penalty: 4862.892578
	Iteration 9Q: 3 clusters Score -3400914 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -3401187.000000 Penalty: 4862.892578
	Iteration 10Q: 3 clusters Score -3401187 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11851 members 
Mstep: Class 2 contains 6259 members 
Entering Unmasked Estep 
Score: -3401532.750000 Penalty: 4862.892578
	Iteration 11Q: 3 clusters Score -3401533 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12614 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -3402005.250000 Penalty: 4862.892578
	Iteration 12Q: 3 clusters Score -3402005 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13531 members 
Mstep: Class 2 contains 4579 members 
Entering Unmasked Estep 
Score: -3402656.250000 Penalty: 4862.892578
	Iteration 13F: 3 clusters Score -3402656 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 3631 members 
Entering Unmasked Estep 
Score: -3403421.250000 Penalty: 4862.892578
	Iteration 14F: 3 clusters Score -3403421 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 2759 members 
Entering Unmasked Estep 
Score: -3404169.000000 Penalty: 4862.892578
	Iteration 15F: 3 clusters Score -3404169 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16113 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3404897.750000 Penalty: 4862.892578
	Iteration 16Q: 3 clusters Score -3404898 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -3405463.500000 Penalty: 4862.892578
	Iteration 17Q: 3 clusters Score -3405464 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16988 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -3405812.750000 Penalty: 4862.892578
	Iteration 18Q: 3 clusters Score -3405813 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -3406034.750000 Penalty: 4862.892578
	Iteration 19Q: 3 clusters Score -3406035 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -3406151.500000 Penalty: 4862.892578
	Iteration 20F: 3 clusters Score -3406152 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17375 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -3406224.000000 Penalty: 4862.892578
	Iteration 21Q: 3 clusters Score -3406224 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17421 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -3406264.000000 Penalty: 4862.892578
	Iteration 22Q: 3 clusters Score -3406264 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -3406326.000000 Penalty: 4862.892578
	Iteration 23Q: 3 clusters Score -3406326 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17487 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3406348.500000 Penalty: 4862.892578
	Iteration 24Q: 3 clusters Score -3406348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17495 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3406371.500000 Penalty: 4862.892578
	Iteration 25Q: 3 clusters Score -3406372 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17496 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3406381.500000 Penalty: 4862.892578
	Iteration 26Q: 3 clusters Score -3406382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17501 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -3406388.000000 Penalty: 4862.892578
	Iteration 27Q: 3 clusters Score -3406388 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17503 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -3406387.500000 Penalty: 4862.892578
	Iteration 28Q: 3 clusters Score -3406388 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -3406389.000000 Penalty: 4862.892578
	Iteration 29Q: 3 clusters Score -3406389 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -3406390.500000 Penalty: 4862.892578
	Iteration 30Q: 3 clusters Score -3406390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17515 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -3406393.000000 Penalty: 4862.892578
	Iteration 31Q: 3 clusters Score -3406393 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3406395.750000 Penalty: 4862.892578
	Iteration 32Q: 3 clusters Score -3406396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3406396.500000 Penalty: 4862.892578
	Iteration 33Q: 3 clusters Score -3406396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17517 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -3406397.750000 Penalty: 4862.892578
	Iteration 34Q: 3 clusters Score -3406398 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17518 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -3406396.250000 Penalty: 4862.892578
	Iteration 35Q: 3 clusters Score -3406396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17519 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -3406394.750000 Penalty: 4862.892578
	Iteration 36Q: 3 clusters Score -3406395 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17521 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3406395.500000 Penalty: 4862.892578
	Iteration 37Q: 3 clusters Score -3406396 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3406399.750000 Penalty: 4862.892578
	Iteration 38Q: 3 clusters Score -3406400 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3406400.750000 Penalty: 4862.892578
	Iteration 39Q: 3 clusters Score -3406401 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17522 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -3406400.750000 Penalty: 4862.892578
	Iteration 40F: 3 clusters Score -3406401 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -33027.644531 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -33027.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -31979.755859 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -31979.76 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 101 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -32139.783203 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -32139.78 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32230.216797 Penalty: 2690.775146
	Iteration 2F: 3 clusters Score -32230.22 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32244.847656 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -32244.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -32267.265625 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -32267.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32273.740234 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -32273.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -32273.740234 Penalty: 2690.775146
	Iteration 6F: 3 clusters Score -32273.74 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (14956 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14956 members 
Entering Unmasked Estep 
Score: -2865532.000000 Penalty: 2383.991455
	Iteration 0F: 2 clusters Score -2865532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 7560 members 
Entering Unmasked Estep 
Score: -2854600.250000 Penalty: 4767.982910
	Iteration 0F: 3 clusters Score -2854600 nChanged 6457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -2858080.000000 Penalty: 4767.982910
	Iteration 1F: 3 clusters Score -2858080 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 8010 members 
Entering Unmasked Estep 
Score: -2858410.500000 Penalty: 4767.982910
	Iteration 2F: 3 clusters Score -2858410 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6715 members 
Mstep: Class 2 contains 8241 members 
Entering Unmasked Estep 
Score: -2858682.500000 Penalty: 4767.982910
	Iteration 3Q: 3 clusters Score -2858682 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6392 members 
Mstep: Class 2 contains 8564 members 
Entering Unmasked Estep 
Score: -2858982.250000 Penalty: 4767.982910
	Iteration 4Q: 3 clusters Score -2858982 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 8944 members 
Entering Unmasked Estep 
Score: -2859308.250000 Penalty: 4767.982910
	Iteration 5Q: 3 clusters Score -2859308 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5483 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -2859721.000000 Penalty: 4767.982910
	Iteration 6Q: 3 clusters Score -2859721 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4819 members 
Mstep: Class 2 contains 10137 members 
Entering Unmasked Estep 
Score: -2860284.750000 Penalty: 4767.982910
	Iteration 7F: 3 clusters Score -2860285 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4109 members 
Mstep: Class 2 contains 10847 members 
Entering Unmasked Estep 
Score: -2860933.250000 Penalty: 4767.982910
	Iteration 8F: 3 clusters Score -2860933 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -2861608.500000 Penalty: 4767.982910
	Iteration 9F: 3 clusters Score -2861608 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2814 members 
Mstep: Class 2 contains 12142 members 
Entering Unmasked Estep 
Score: -2862315.500000 Penalty: 4767.982910
	Iteration 10Q: 3 clusters Score -2862316 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2411 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -2862929.750000 Penalty: 4767.982910
	Iteration 11Q: 3 clusters Score -2862930 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2863338.000000 Penalty: 4767.982910
	Iteration 12Q: 3 clusters Score -2863338 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -2863526.000000 Penalty: 4767.982910
	Iteration 13Q: 3 clusters Score -2863526 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 12943 members 
Entering Unmasked Estep 
Score: -2863598.750000 Penalty: 4767.982910
	Iteration 14Q: 3 clusters Score -2863599 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 12989 members 
Entering Unmasked Estep 
Score: -2863628.500000 Penalty: 4767.982910
	Iteration 15Q: 3 clusters Score -2863628 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 13020 members 
Entering Unmasked Estep 
Score: -2863651.250000 Penalty: 4767.982910
	Iteration 16Q: 3 clusters Score -2863651 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 13039 members 
Entering Unmasked Estep 
Score: -2863659.500000 Penalty: 4767.982910
	Iteration 17Q: 3 clusters Score -2863660 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 13057 members 
Entering Unmasked Estep 
Score: -2863667.500000 Penalty: 4767.982910
	Iteration 18Q: 3 clusters Score -2863668 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 13075 members 
Entering Unmasked Estep 
Score: -2863672.250000 Penalty: 4767.982910
	Iteration 19Q: 3 clusters Score -2863672 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 13079 members 
Entering Unmasked Estep 
Score: -2863673.250000 Penalty: 4767.982910
	Iteration 20F: 3 clusters Score -2863673 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 13089 members 
Entering Unmasked Estep 
Score: -2863678.000000 Penalty: 4767.982910
	Iteration 21Q: 3 clusters Score -2863678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2863683.000000 Penalty: 4767.982910
	Iteration 22Q: 3 clusters Score -2863683 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2863684.000000 Penalty: 4767.982910
	Iteration 23Q: 3 clusters Score -2863684 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2863685.000000 Penalty: 4767.982910
	Iteration 24Q: 3 clusters Score -2863685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 13107 members 
Entering Unmasked Estep 
Score: -2863683.250000 Penalty: 4767.982910
	Iteration 25Q: 3 clusters Score -2863683 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2863687.750000 Penalty: 4767.982910
	Iteration 26Q: 3 clusters Score -2863688 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2863695.000000 Penalty: 4767.982910
	Iteration 27Q: 3 clusters Score -2863695 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -2863692.000000 Penalty: 4767.982910
	Iteration 28Q: 3 clusters Score -2863692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2863692.500000 Penalty: 4767.982910
	Iteration 29Q: 3 clusters Score -2863692 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2863695.500000 Penalty: 4767.982910
	Iteration 30Q: 3 clusters Score -2863696 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1854 members 
Mstep: Class 2 contains 13102 members 
Entering Unmasked Estep 
Score: -2863694.500000 Penalty: 4767.982910
	Iteration 31Q: 3 clusters Score -2863694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2863691.500000 Penalty: 4767.982910
	Iteration 32Q: 3 clusters Score -2863692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2863696.000000 Penalty: 4767.982910
	Iteration 33Q: 3 clusters Score -2863696 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2863700.000000 Penalty: 4767.982910
	Iteration 34Q: 3 clusters Score -2863700 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 13103 members 
Entering Unmasked Estep 
Score: -2863698.000000 Penalty: 4767.982910
	Iteration 35Q: 3 clusters Score -2863698 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2863694.500000 Penalty: 4767.982910
	Iteration 36Q: 3 clusters Score -2863694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 13104 members 
Entering Unmasked Estep 
Score: -2863694.500000 Penalty: 4767.982910
	Iteration 37F: 3 clusters Score -2863694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (46186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46186 members 
Entering Unmasked Estep 
Score: -8662849.000000 Penalty: 2663.627197
	Iteration 0F: 2 clusters Score -8662849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 22971 members 
Entering Unmasked Estep 
Score: -8634544.000000 Penalty: 5327.254395
	Iteration 0F: 3 clusters Score -8634544 nChanged 21243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24452 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -8646327.000000 Penalty: 5327.254395
	Iteration 1F: 3 clusters Score -8646327 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -8647045.000000 Penalty: 5327.254395
	Iteration 2Q: 3 clusters Score -8647045 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 19783 members 
Entering Unmasked Estep 
Score: -8647873.000000 Penalty: 5327.254395
	Iteration 3Q: 3 clusters Score -8647873 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -8648891.000000 Penalty: 5327.254395
	Iteration 4Q: 3 clusters Score -8648891 nChanged 2376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29792 members 
Mstep: Class 2 contains 16394 members 
Entering Unmasked Estep 
Score: -8650104.000000 Penalty: 5327.254395
	Iteration 5F: 3 clusters Score -8650104 nChanged 2513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -8651716.000000 Penalty: 5327.254395
	Iteration 6F: 3 clusters Score -8651716 nChanged 2714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34335 members 
Mstep: Class 2 contains 11851 members 
Entering Unmasked Estep 
Score: -8653540.000000 Penalty: 5327.254395
	Iteration 7F: 3 clusters Score -8653540 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 9734 members 
Entering Unmasked Estep 
Score: -8655422.000000 Penalty: 5327.254395
	Iteration 8F: 3 clusters Score -8655422 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38075 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -8656738.000000 Penalty: 5327.254395
	Iteration 9Q: 3 clusters Score -8656738 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39235 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -8657705.000000 Penalty: 5327.254395
	Iteration 10Q: 3 clusters Score -8657705 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40003 members 
Mstep: Class 2 contains 6183 members 
Entering Unmasked Estep 
Score: -8658306.000000 Penalty: 5327.254395
	Iteration 11Q: 3 clusters Score -8658306 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40595 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -8658611.000000 Penalty: 5327.254395
	Iteration 12Q: 3 clusters Score -8658611 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41077 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -8658857.000000 Penalty: 5327.254395
	Iteration 13Q: 3 clusters Score -8658857 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41449 members 
Mstep: Class 2 contains 4737 members 
Entering Unmasked Estep 
Score: -8659027.000000 Penalty: 5327.254395
	Iteration 14Q: 3 clusters Score -8659027 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41767 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -8659150.000000 Penalty: 5327.254395
	Iteration 15Q: 3 clusters Score -8659150 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42068 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -8659263.000000 Penalty: 5327.254395
	Iteration 16Q: 3 clusters Score -8659263 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42359 members 
Mstep: Class 2 contains 3827 members 
Entering Unmasked Estep 
Score: -8659389.000000 Penalty: 5327.254395
	Iteration 17Q: 3 clusters Score -8659389 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42612 members 
Mstep: Class 2 contains 3574 members 
Entering Unmasked Estep 
Score: -8659501.000000 Penalty: 5327.254395
	Iteration 18Q: 3 clusters Score -8659501 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -8659589.000000 Penalty: 5327.254395
	Iteration 19Q: 3 clusters Score -8659589 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43016 members 
Mstep: Class 2 contains 3170 members 
Entering Unmasked Estep 
Score: -8659634.000000 Penalty: 5327.254395
	Iteration 20F: 3 clusters Score -8659634 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43196 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -8659699.000000 Penalty: 5327.254395
	Iteration 21Q: 3 clusters Score -8659699 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43363 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -8659748.000000 Penalty: 5327.254395
	Iteration 22Q: 3 clusters Score -8659748 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43540 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -8659828.000000 Penalty: 5327.254395
	Iteration 23Q: 3 clusters Score -8659828 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43699 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -8659886.000000 Penalty: 5327.254395
	Iteration 24Q: 3 clusters Score -8659886 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43839 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -8659910.000000 Penalty: 5327.254395
	Iteration 25Q: 3 clusters Score -8659910 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43972 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -8659936.000000 Penalty: 5327.254395
	Iteration 26Q: 3 clusters Score -8659936 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44082 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -8659975.000000 Penalty: 5327.254395
	Iteration 27Q: 3 clusters Score -8659975 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44204 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -8660033.000000 Penalty: 5327.254395
	Iteration 28Q: 3 clusters Score -8660033 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44318 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -8660091.000000 Penalty: 5327.254395
	Iteration 29Q: 3 clusters Score -8660091 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44409 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -8660114.000000 Penalty: 5327.254395
	Iteration 30Q: 3 clusters Score -8660114 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44482 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -8660129.000000 Penalty: 5327.254395
	Iteration 31Q: 3 clusters Score -8660129 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44541 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -8660165.000000 Penalty: 5327.254395
	Iteration 32Q: 3 clusters Score -8660165 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44595 members 
Mstep: Class 2 contains 1591 members 
Entering Unmasked Estep 
Score: -8660190.000000 Penalty: 5327.254395
	Iteration 33Q: 3 clusters Score -8660190 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44657 members 
Mstep: Class 2 contains 1529 members 
Entering Unmasked Estep 
Score: -8660216.000000 Penalty: 5327.254395
	Iteration 34Q: 3 clusters Score -8660216 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44708 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -8660242.000000 Penalty: 5327.254395
	Iteration 35Q: 3 clusters Score -8660242 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44763 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -8660286.000000 Penalty: 5327.254395
	Iteration 36Q: 3 clusters Score -8660286 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -8660272.000000 Penalty: 5327.254395
	Iteration 37Q: 3 clusters Score -8660272 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44833 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8660305.000000 Penalty: 5327.254395
	Iteration 38Q: 3 clusters Score -8660305 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44860 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -8660312.000000 Penalty: 5327.254395
	Iteration 39Q: 3 clusters Score -8660312 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44876 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -8660323.000000 Penalty: 5327.254395
	Iteration 40F: 3 clusters Score -8660323 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44895 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -8660345.000000 Penalty: 5327.254395
	Iteration 41Q: 3 clusters Score -8660345 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44918 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -8660361.000000 Penalty: 5327.254395
	Iteration 42Q: 3 clusters Score -8660361 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44938 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8660360.000000 Penalty: 5327.254395
	Iteration 43Q: 3 clusters Score -8660360 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44956 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -8660381.000000 Penalty: 5327.254395
	Iteration 44Q: 3 clusters Score -8660381 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44973 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8660380.000000 Penalty: 5327.254395
	Iteration 45Q: 3 clusters Score -8660380 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -8660400.000000 Penalty: 5327.254395
	Iteration 46Q: 3 clusters Score -8660400 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45008 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -8660403.000000 Penalty: 5327.254395
	Iteration 47Q: 3 clusters Score -8660403 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45028 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8660416.000000 Penalty: 5327.254395
	Iteration 48Q: 3 clusters Score -8660416 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45050 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -8660437.000000 Penalty: 5327.254395
	Iteration 49Q: 3 clusters Score -8660437 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -8660429.000000 Penalty: 5327.254395
	Iteration 50Q: 3 clusters Score -8660429 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8660446.000000 Penalty: 5327.254395
	Iteration 51Q: 3 clusters Score -8660446 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45099 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -8660467.000000 Penalty: 5327.254395
	Iteration 52Q: 3 clusters Score -8660467 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45116 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -8660465.000000 Penalty: 5327.254395
	Iteration 53Q: 3 clusters Score -8660465 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -8660478.000000 Penalty: 5327.254395
	Iteration 54Q: 3 clusters Score -8660478 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45138 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8660471.000000 Penalty: 5327.254395
	Iteration 55Q: 3 clusters Score -8660471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 1037 members 
Entering Unmasked Estep 
Score: -8660482.000000 Penalty: 5327.254395
	Iteration 56Q: 3 clusters Score -8660482 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8660487.000000 Penalty: 5327.254395
	Iteration 57Q: 3 clusters Score -8660487 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -8660491.000000 Penalty: 5327.254395
	Iteration 58Q: 3 clusters Score -8660491 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45166 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8660494.000000 Penalty: 5327.254395
	Iteration 59Q: 3 clusters Score -8660494 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45172 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -8660506.000000 Penalty: 5327.254395
	Iteration 60F: 3 clusters Score -8660506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45181 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -8660510.000000 Penalty: 5327.254395
	Iteration 61Q: 3 clusters Score -8660510 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45190 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -8660511.000000 Penalty: 5327.254395
	Iteration 62Q: 3 clusters Score -8660511 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45196 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -8660518.000000 Penalty: 5327.254395
	Iteration 63Q: 3 clusters Score -8660518 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45204 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -8660522.000000 Penalty: 5327.254395
	Iteration 64Q: 3 clusters Score -8660522 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45210 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -8660519.000000 Penalty: 5327.254395
	Iteration 65Q: 3 clusters Score -8660519 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45213 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -8660526.000000 Penalty: 5327.254395
	Iteration 66Q: 3 clusters Score -8660526 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 967 members 
Entering Unmasked Estep 
Score: -8660527.000000 Penalty: 5327.254395
	Iteration 67Q: 3 clusters Score -8660527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45222 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -8660536.000000 Penalty: 5327.254395
	Iteration 68Q: 3 clusters Score -8660536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8660539.000000 Penalty: 5327.254395
	Iteration 69Q: 3 clusters Score -8660539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8660539.000000 Penalty: 5327.254395
	Iteration 70Q: 3 clusters Score -8660539 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45225 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8660537.000000 Penalty: 5327.254395
	Iteration 71Q: 3 clusters Score -8660537 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8660534.000000 Penalty: 5327.254395
	Iteration 72Q: 3 clusters Score -8660534 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8660534.000000 Penalty: 5327.254395
	Iteration 73Q: 3 clusters Score -8660534 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -8660534.000000 Penalty: 5327.254395
	Iteration 74F: 3 clusters Score -8660534 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Entering Unmasked Estep 
Score: -301848.843750 Penalty: 1842.815308
	Iteration 0F: 2 clusters Score -301848.8 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 856 members 
Entering Unmasked Estep 
Score: -299484.656250 Penalty: 3685.630615
	Iteration 0F: 3 clusters Score -299484.7 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -299990.531250 Penalty: 3685.630615
	Iteration 1F: 3 clusters Score -299990.5 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -300310.000000 Penalty: 3685.630615
	Iteration 2F: 3 clusters Score -300310 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -300559.406250 Penalty: 3685.630615
	Iteration 3F: 3 clusters Score -300559.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -300791.000000 Penalty: 3685.630615
	Iteration 4F: 3 clusters Score -300791 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -300937.500000 Penalty: 3685.630615
	Iteration 5F: 3 clusters Score -300937.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -301020.187500 Penalty: 3685.630615
	Iteration 6Q: 3 clusters Score -301020.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -301087.312500 Penalty: 3685.630615
	Iteration 7Q: 3 clusters Score -301087.3 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -301120.125000 Penalty: 3685.630615
	Iteration 8Q: 3 clusters Score -301120.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -301141.531250 Penalty: 3685.630615
	Iteration 9Q: 3 clusters Score -301141.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -301157.968750 Penalty: 3685.630615
	Iteration 10Q: 3 clusters Score -301158 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -301169.125000 Penalty: 3685.630615
	Iteration 11Q: 3 clusters Score -301169.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -301176.937500 Penalty: 3685.630615
	Iteration 12Q: 3 clusters Score -301176.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -301180.062500 Penalty: 3685.630615
	Iteration 13Q: 3 clusters Score -301180.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -301181.250000 Penalty: 3685.630615
	Iteration 14Q: 3 clusters Score -301181.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -301182.531250 Penalty: 3685.630615
	Iteration 15Q: 3 clusters Score -301182.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -301182.531250 Penalty: 3685.630615
	Iteration 16F: 3 clusters Score -301182.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -145164.640625 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -145164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -143362.484375 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -143362.5 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -143795.859375 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -143795.9 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -144035.640625 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -144035.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -144174.421875 Penalty: 3357.742432
	Iteration 3F: 3 clusters Score -144174.4 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -144226.406250 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -144226.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -144258.265625 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -144258.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -144272.062500 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -144272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -144288.265625 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -144288.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -144294.078125 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -144294.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -144294.531250 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -144294.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -144294.531250 Penalty: 3357.742432
	Iteration 10F: 3 clusters Score -144294.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (28412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28412 members 
Entering Unmasked Estep 
Score: -5647900.000000 Penalty: 2543.132568
	Iteration 0F: 2 clusters Score -5647900 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14132 members 
Mstep: Class 2 contains 14280 members 
Entering Unmasked Estep 
Score: -5629085.000000 Penalty: 5086.265137
	Iteration 0F: 3 clusters Score -5629085 nChanged 12683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13823 members 
Mstep: Class 2 contains 14589 members 
Entering Unmasked Estep 
Score: -5635766.000000 Penalty: 5086.265137
	Iteration 1F: 3 clusters Score -5635766 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13598 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -5636100.000000 Penalty: 5086.265137
	Iteration 2Q: 3 clusters Score -5636100 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13304 members 
Mstep: Class 2 contains 15108 members 
Entering Unmasked Estep 
Score: -5636444.000000 Penalty: 5086.265137
	Iteration 3Q: 3 clusters Score -5636444 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12923 members 
Mstep: Class 2 contains 15489 members 
Entering Unmasked Estep 
Score: -5636738.500000 Penalty: 5086.265137
	Iteration 4Q: 3 clusters Score -5636738 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 15948 members 
Entering Unmasked Estep 
Score: -5636987.500000 Penalty: 5086.265137
	Iteration 5Q: 3 clusters Score -5636988 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 16579 members 
Entering Unmasked Estep 
Score: -5637279.500000 Penalty: 5086.265137
	Iteration 6Q: 3 clusters Score -5637280 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 17406 members 
Entering Unmasked Estep 
Score: -5637667.500000 Penalty: 5086.265137
	Iteration 7Q: 3 clusters Score -5637668 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9921 members 
Mstep: Class 2 contains 18491 members 
Entering Unmasked Estep 
Score: -5638150.000000 Penalty: 5086.265137
	Iteration 8Q: 3 clusters Score -5638150 nChanged 1517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -5639027.500000 Penalty: 5086.265137
	Iteration 9F: 3 clusters Score -5639028 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 21757 members 
Entering Unmasked Estep 
Score: -5640216.000000 Penalty: 5086.265137
	Iteration 10F: 3 clusters Score -5640216 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4711 members 
Mstep: Class 2 contains 23701 members 
Entering Unmasked Estep 
Score: -5641655.500000 Penalty: 5086.265137
	Iteration 11F: 3 clusters Score -5641656 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 25496 members 
Entering Unmasked Estep 
Score: -5643174.500000 Penalty: 5086.265137
	Iteration 12F: 3 clusters Score -5643174 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 26792 members 
Entering Unmasked Estep 
Score: -5644317.000000 Penalty: 5086.265137
	Iteration 13Q: 3 clusters Score -5644317 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -5644940.000000 Penalty: 5086.265137
	Iteration 14Q: 3 clusters Score -5644940 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 27875 members 
Entering Unmasked Estep 
Score: -5645294.000000 Penalty: 5086.265137
	Iteration 15Q: 3 clusters Score -5645294 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 28032 members 
Entering Unmasked Estep 
Score: -5645471.500000 Penalty: 5086.265137
	Iteration 16Q: 3 clusters Score -5645472 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 28091 members 
Entering Unmasked Estep 
Score: -5645562.500000 Penalty: 5086.265137
	Iteration 17Q: 3 clusters Score -5645562 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 28123 members 
Entering Unmasked Estep 
Score: -5645609.500000 Penalty: 5086.265137
	Iteration 18Q: 3 clusters Score -5645610 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 28144 members 
Entering Unmasked Estep 
Score: -5645644.000000 Penalty: 5086.265137
	Iteration 19Q: 3 clusters Score -5645644 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 28155 members 
Entering Unmasked Estep 
Score: -5645657.500000 Penalty: 5086.265137
	Iteration 20F: 3 clusters Score -5645658 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 28164 members 
Entering Unmasked Estep 
Score: -5645680.500000 Penalty: 5086.265137
	Iteration 21Q: 3 clusters Score -5645680 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 28170 members 
Entering Unmasked Estep 
Score: -5645686.500000 Penalty: 5086.265137
	Iteration 22Q: 3 clusters Score -5645686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28173 members 
Entering Unmasked Estep 
Score: -5645698.000000 Penalty: 5086.265137
	Iteration 23Q: 3 clusters Score -5645698 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 28174 members 
Entering Unmasked Estep 
Score: -5645706.500000 Penalty: 5086.265137
	Iteration 24Q: 3 clusters Score -5645706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -5645705.500000 Penalty: 5086.265137
	Iteration 25Q: 3 clusters Score -5645706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 28176 members 
Entering Unmasked Estep 
Score: -5645706.000000 Penalty: 5086.265137
	Iteration 26Q: 3 clusters Score -5645706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -5645709.000000 Penalty: 5086.265137
	Iteration 27Q: 3 clusters Score -5645709 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 28175 members 
Entering Unmasked Estep 
Score: -5645709.000000 Penalty: 5086.265137
	Iteration 28F: 3 clusters Score -5645709 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (28771 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28771 members 
Entering Unmasked Estep 
Score: -5776298.500000 Penalty: 2546.246582
	Iteration 0F: 2 clusters Score -5776298 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14321 members 
Mstep: Class 2 contains 14450 members 
Entering Unmasked Estep 
Score: -5758083.500000 Penalty: 5092.493164
	Iteration 0F: 3 clusters Score -5758084 nChanged 12891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14294 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -5765033.000000 Penalty: 5092.493164
	Iteration 1F: 3 clusters Score -5765033 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14317 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -5765562.500000 Penalty: 5092.493164
	Iteration 2F: 3 clusters Score -5765562 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14342 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -5766069.000000 Penalty: 5092.493164
	Iteration 3Q: 3 clusters Score -5766069 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 14443 members 
Entering Unmasked Estep 
Score: -5766554.500000 Penalty: 5092.493164
	Iteration 4Q: 3 clusters Score -5766554 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14266 members 
Mstep: Class 2 contains 14505 members 
Entering Unmasked Estep 
Score: -5767036.000000 Penalty: 5092.493164
	Iteration 5Q: 3 clusters Score -5767036 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14198 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -5767473.000000 Penalty: 5092.493164
	Iteration 6Q: 3 clusters Score -5767473 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 14731 members 
Entering Unmasked Estep 
Score: -5767881.000000 Penalty: 5092.493164
	Iteration 7Q: 3 clusters Score -5767881 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13796 members 
Mstep: Class 2 contains 14975 members 
Entering Unmasked Estep 
Score: -5768258.500000 Penalty: 5092.493164
	Iteration 8Q: 3 clusters Score -5768258 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 15290 members 
Entering Unmasked Estep 
Score: -5768656.500000 Penalty: 5092.493164
	Iteration 9Q: 3 clusters Score -5768656 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -5769110.500000 Penalty: 5092.493164
	Iteration 10Q: 3 clusters Score -5769110 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12611 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -5769554.500000 Penalty: 5092.493164
	Iteration 11Q: 3 clusters Score -5769554 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
Score: -5769983.000000 Penalty: 5092.493164
	Iteration 12Q: 3 clusters Score -5769983 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11725 members 
Mstep: Class 2 contains 17046 members 
Entering Unmasked Estep 
Score: -5770433.500000 Penalty: 5092.493164
	Iteration 13Q: 3 clusters Score -5770434 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11412 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -5770894.000000 Penalty: 5092.493164
	Iteration 14Q: 3 clusters Score -5770894 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11265 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -5771355.500000 Penalty: 5092.493164
	Iteration 15Q: 3 clusters Score -5771356 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -5771878.500000 Penalty: 5092.493164
	Iteration 16Q: 3 clusters Score -5771878 nChanged 1030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11345 members 
Mstep: Class 2 contains 17426 members 
Entering Unmasked Estep 
Score: -5772339.500000 Penalty: 5092.493164
	Iteration 17Q: 3 clusters Score -5772340 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11603 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -5772765.000000 Penalty: 5092.493164
	Iteration 18Q: 3 clusters Score -5772765 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11961 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -5773076.000000 Penalty: 5092.493164
	Iteration 19Q: 3 clusters Score -5773076 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 16463 members 
Entering Unmasked Estep 
Score: -5773281.000000 Penalty: 5092.493164
	Iteration 20F: 3 clusters Score -5773281 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12604 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -5773422.000000 Penalty: 5092.493164
	Iteration 21Q: 3 clusters Score -5773422 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12920 members 
Mstep: Class 2 contains 15851 members 
Entering Unmasked Estep 
Score: -5773528.500000 Penalty: 5092.493164
	Iteration 22Q: 3 clusters Score -5773528 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 15549 members 
Entering Unmasked Estep 
Score: -5773645.000000 Penalty: 5092.493164
	Iteration 23Q: 3 clusters Score -5773645 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13584 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -5773746.500000 Penalty: 5092.493164
	Iteration 24Q: 3 clusters Score -5773746 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 14794 members 
Entering Unmasked Estep 
Score: -5773853.000000 Penalty: 5092.493164
	Iteration 25Q: 3 clusters Score -5773853 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14350 members 
Mstep: Class 2 contains 14421 members 
Entering Unmasked Estep 
Score: -5773910.000000 Penalty: 5092.493164
	Iteration 26Q: 3 clusters Score -5773910 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 14043 members 
Entering Unmasked Estep 
Score: -5773998.500000 Penalty: 5092.493164
	Iteration 27Q: 3 clusters Score -5773998 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14995 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -5774020.500000 Penalty: 5092.493164
	Iteration 28Q: 3 clusters Score -5774020 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -5774055.000000 Penalty: 5092.493164
	Iteration 29Q: 3 clusters Score -5774055 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15442 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -5774066.000000 Penalty: 5092.493164
	Iteration 30Q: 3 clusters Score -5774066 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15691 members 
Mstep: Class 2 contains 13080 members 
Entering Unmasked Estep 
Score: -5774072.000000 Penalty: 5092.493164
	Iteration 31Q: 3 clusters Score -5774072 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 12836 members 
Entering Unmasked Estep 
Score: -5774052.500000 Penalty: 5092.493164
	Iteration 32Q: 3 clusters Score -5774052 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -5774043.000000 Penalty: 5092.493164
	Iteration 33Q: 3 clusters Score -5774043 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16566 members 
Mstep: Class 2 contains 12205 members 
Entering Unmasked Estep 
Score: -5774034.500000 Penalty: 5092.493164
	Iteration 34Q: 3 clusters Score -5774034 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16935 members 
Mstep: Class 2 contains 11836 members 
Entering Unmasked Estep 
Score: -5774016.500000 Penalty: 5092.493164
	Iteration 35Q: 3 clusters Score -5774016 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17276 members 
Mstep: Class 2 contains 11495 members 
Entering Unmasked Estep 
Score: -5774047.000000 Penalty: 5092.493164
	Iteration 36Q: 3 clusters Score -5774047 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 11129 members 
Entering Unmasked Estep 
Score: -5774031.000000 Penalty: 5092.493164
	Iteration 37Q: 3 clusters Score -5774031 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18021 members 
Mstep: Class 2 contains 10750 members 
Entering Unmasked Estep 
Score: -5773977.500000 Penalty: 5092.493164
	Iteration 38Q: 3 clusters Score -5773978 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 10317 members 
Entering Unmasked Estep 
Score: -5773993.000000 Penalty: 5092.493164
	Iteration 39Q: 3 clusters Score -5773993 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 9948 members 
Entering Unmasked Estep 
Score: -5774055.500000 Penalty: 5092.493164
	Iteration 40F: 3 clusters Score -5774056 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19243 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -5774114.500000 Penalty: 5092.493164
	Iteration 41Q: 3 clusters Score -5774114 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 9077 members 
Entering Unmasked Estep 
Score: -5774097.500000 Penalty: 5092.493164
	Iteration 42Q: 3 clusters Score -5774098 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 8597 members 
Entering Unmasked Estep 
Score: -5774092.000000 Penalty: 5092.493164
	Iteration 43Q: 3 clusters Score -5774092 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20705 members 
Mstep: Class 2 contains 8066 members 
Entering Unmasked Estep 
Score: -5774083.500000 Penalty: 5092.493164
	Iteration 44Q: 3 clusters Score -5774084 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -5774090.500000 Penalty: 5092.493164
	Iteration 45Q: 3 clusters Score -5774090 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21723 members 
Mstep: Class 2 contains 7048 members 
Entering Unmasked Estep 
Score: -5774075.500000 Penalty: 5092.493164
	Iteration 46Q: 3 clusters Score -5774076 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -5774107.500000 Penalty: 5092.493164
	Iteration 47Q: 3 clusters Score -5774108 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22697 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -5774082.000000 Penalty: 5092.493164
	Iteration 48Q: 3 clusters Score -5774082 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 5646 members 
Entering Unmasked Estep 
Score: -5774049.500000 Penalty: 5092.493164
	Iteration 49Q: 3 clusters Score -5774050 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23528 members 
Mstep: Class 2 contains 5243 members 
Entering Unmasked Estep 
Score: -5774017.000000 Penalty: 5092.493164
	Iteration 50Q: 3 clusters Score -5774017 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23934 members 
Mstep: Class 2 contains 4837 members 
Entering Unmasked Estep 
Score: -5773978.500000 Penalty: 5092.493164
	Iteration 51Q: 3 clusters Score -5773978 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 4460 members 
Entering Unmasked Estep 
Score: -5773956.000000 Penalty: 5092.493164
	Iteration 52Q: 3 clusters Score -5773956 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24623 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -5773891.500000 Penalty: 5092.493164
	Iteration 53Q: 3 clusters Score -5773892 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -5773875.000000 Penalty: 5092.493164
	Iteration 54Q: 3 clusters Score -5773875 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25221 members 
Mstep: Class 2 contains 3550 members 
Entering Unmasked Estep 
Score: -5773867.000000 Penalty: 5092.493164
	Iteration 55Q: 3 clusters Score -5773867 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25500 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5773897.500000 Penalty: 5092.493164
	Iteration 56Q: 3 clusters Score -5773898 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25747 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -5773837.000000 Penalty: 5092.493164
	Iteration 57Q: 3 clusters Score -5773837 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25963 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -5773897.000000 Penalty: 5092.493164
	Iteration 58Q: 3 clusters Score -5773897 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -5773998.000000 Penalty: 5092.493164
	Iteration 59Q: 3 clusters Score -5773998 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26301 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -5774119.000000 Penalty: 5092.493164
	Iteration 60F: 3 clusters Score -5774119 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26458 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -5774206.000000 Penalty: 5092.493164
	Iteration 61Q: 3 clusters Score -5774206 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -5774275.500000 Penalty: 5092.493164
	Iteration 62Q: 3 clusters Score -5774276 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26714 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -5774334.000000 Penalty: 5092.493164
	Iteration 63Q: 3 clusters Score -5774334 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26803 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -5774406.000000 Penalty: 5092.493164
	Iteration 64Q: 3 clusters Score -5774406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26879 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -5774442.500000 Penalty: 5092.493164
	Iteration 65Q: 3 clusters Score -5774442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26940 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -5774460.500000 Penalty: 5092.493164
	Iteration 66Q: 3 clusters Score -5774460 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26984 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -5774471.500000 Penalty: 5092.493164
	Iteration 67Q: 3 clusters Score -5774472 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27029 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -5774488.500000 Penalty: 5092.493164
	Iteration 68Q: 3 clusters Score -5774488 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27065 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -5774499.500000 Penalty: 5092.493164
	Iteration 69Q: 3 clusters Score -5774500 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27097 members 
Mstep: Class 2 contains 1674 members 
Entering Unmasked Estep 
Score: -5774522.000000 Penalty: 5092.493164
	Iteration 70Q: 3 clusters Score -5774522 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27123 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -5774516.500000 Penalty: 5092.493164
	Iteration 71Q: 3 clusters Score -5774516 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27138 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5774529.000000 Penalty: 5092.493164
	Iteration 72Q: 3 clusters Score -5774529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -5774529.500000 Penalty: 5092.493164
	Iteration 73Q: 3 clusters Score -5774530 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27167 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -5774524.500000 Penalty: 5092.493164
	Iteration 74Q: 3 clusters Score -5774524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27179 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -5774538.500000 Penalty: 5092.493164
	Iteration 75Q: 3 clusters Score -5774538 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27184 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -5774544.500000 Penalty: 5092.493164
	Iteration 76Q: 3 clusters Score -5774544 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -5774543.000000 Penalty: 5092.493164
	Iteration 77Q: 3 clusters Score -5774543 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27203 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -5774551.000000 Penalty: 5092.493164
	Iteration 78Q: 3 clusters Score -5774551 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27216 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -5774555.500000 Penalty: 5092.493164
	Iteration 79Q: 3 clusters Score -5774556 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27223 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -5774551.000000 Penalty: 5092.493164
	Iteration 80F: 3 clusters Score -5774551 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -5774552.500000 Penalty: 5092.493164
	Iteration 81Q: 3 clusters Score -5774552 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27239 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -5774558.000000 Penalty: 5092.493164
	Iteration 82Q: 3 clusters Score -5774558 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27248 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -5774558.500000 Penalty: 5092.493164
	Iteration 83Q: 3 clusters Score -5774558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5774555.000000 Penalty: 5092.493164
	Iteration 84Q: 3 clusters Score -5774555 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27260 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -5774558.000000 Penalty: 5092.493164
	Iteration 85Q: 3 clusters Score -5774558 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -5774552.500000 Penalty: 5092.493164
	Iteration 86Q: 3 clusters Score -5774552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27266 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -5774551.500000 Penalty: 5092.493164
	Iteration 87Q: 3 clusters Score -5774552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5774550.000000 Penalty: 5092.493164
	Iteration 88Q: 3 clusters Score -5774550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27267 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5774550.000000 Penalty: 5092.493164
	Iteration 89F: 3 clusters Score -5774550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -80723.734375 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -80723.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -79204.703125 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79204.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79386.796875 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -79386.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -79445.125000 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -79445.12 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -79470.023438 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -79470.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -79489.343750 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -79489.34 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79499.132812 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -79499.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -79500.804688 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -79500.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79502.390625 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -79502.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -79502.390625 Penalty: 3067.337891
	Iteration 8F: 3 clusters Score -79502.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -53744.839844 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -53744.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -52593.871094 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -52593.87 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -52832.863281 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -52832.86 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -52938.210938 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -52938.21 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -52984.027344 Penalty: 2905.534668
	Iteration 3F: 3 clusters Score -52984.03 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -53029.269531 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -53029.27 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -53091.281250 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -53091.28 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -53229.207031 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -53229.21 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -53244.871094 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -53244.87 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -53250.718750 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -53250.72 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -53256.207031 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -53256.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53263.328125 Penalty: 2905.534668
	Iteration 10Q: 3 clusters Score -53263.33 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53264.472656 Penalty: 2905.534668
	Iteration 11Q: 3 clusters Score -53264.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -53264.472656 Penalty: 2905.534668
	Iteration 12F: 3 clusters Score -53264.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -212706.484375 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -212706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -210699.562500 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -210699.6 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -211068.375000 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -211068.4 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -211178.250000 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -211178.2 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -211236.093750 Penalty: 3480.683105
	Iteration 3Q: 3 clusters Score -211236.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -211262.671875 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -211262.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -211291.078125 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -211291.1 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -211314.531250 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -211314.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -211337.781250 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -211337.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -211360.234375 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -211360.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -211377.625000 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -211377.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -211388.796875 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -211388.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -211399.234375 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -211399.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -211413.625000 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -211413.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -211420.812500 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -211420.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -211426.203125 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -211426.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -211431.359375 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -211431.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -211434.484375 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -211434.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -211435.109375 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -211435.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -211435.578125 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -211435.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -211436.515625 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -211436.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -211437.796875 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -211437.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -211439.000000 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -211439 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -211439.500000 Penalty: 3480.683105
	Iteration 22Q: 3 clusters Score -211439.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -211440.890625 Penalty: 3480.683105
	Iteration 23Q: 3 clusters Score -211440.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -211440.890625 Penalty: 3480.683105
	Iteration 24F: 3 clusters Score -211440.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -102216.226562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -102216.2 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 307 members 
Entering Unmasked Estep 
Score: -100576.007812 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -100576 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -100844.664062 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -100844.7 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -100944.882812 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -100944.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101009.812500 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -101009.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -101032.476562 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -101032.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101046.718750 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -101046.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -101052.656250 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -101052.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -101054.671875 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -101054.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -101056.609375 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -101056.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -101058.515625 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -101058.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101060.117188 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -101060.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -101060.117188 Penalty: 3184.317383
	Iteration 11F: 3 clusters Score -101060.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -89970.000000 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -89970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -88430.335938 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -88430.34 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -88663.476562 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -88663.48 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88735.507812 Penalty: 3124.278809
	Iteration 2Q: 3 clusters Score -88735.51 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -88848.765625 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -88848.77 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -89007.007812 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -89007.01 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -89114.421875 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -89114.42 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -89253.070312 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -89253.07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89395.273438 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -89395.27 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -89558.195312 Penalty: 3124.278809
	Iteration 8F: 3 clusters Score -89558.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89827.265625 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -89827.27 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -90036.968750 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -90036.97 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90101.070312 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -90101.07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -90121.601562 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -90121.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -90147.945312 Penalty: 3124.278809
	Iteration 13Q: 3 clusters Score -90147.95 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -90185.289062 Penalty: 3124.278809
	Iteration 14Q: 3 clusters Score -90185.29 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -90188.062500 Penalty: 3124.278809
	Iteration 15Q: 3 clusters Score -90188.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90196.242188 Penalty: 3124.278809
	Iteration 16Q: 3 clusters Score -90196.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -90196.242188 Penalty: 3124.278809
	Iteration 17F: 3 clusters Score -90196.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 29007 members 
Mstep: Class 3 contains 45170 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 25535 members 
Mstep: Class 6 contains 39011 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46518 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 25599 members 
Mstep: Class 11 contains 51470 members 
Mstep: Class 12 contains 69840 members 
Mstep: Class 13 contains 52644 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 29355 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42336 members 
Mstep: Class 18 contains 46979 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22621 members 
Mstep: Class 22 contains 38657 members 
Mstep: Class 23 contains 17396 members 
Mstep: Class 24 contains 22767 members 
Mstep: Class 25 contains 322 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46043 members 
Mstep: Class 28 contains 21431 members 
Mstep: Class 29 contains 26539 members 
Mstep: Class 30 contains 59640 members 
Mstep: Class 31 contains 53834 members 
Mstep: Class 32 contains 66144 members 
Mstep: Class 33 contains 18110 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14956 members 
Mstep: Class 36 contains 46186 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28412 members 
Mstep: Class 40 contains 28771 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 222 members 
Mstep: Class 46 contains 22930 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43959 members 
Entering Unmasked Estep 
Score: -207971728.000000 Penalty: 169222.343750
Splitting cluster 45 changes total score from -207973712.000000 to -207971728.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 46 (22930 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22930 members 
Entering Unmasked Estep 
Score: -4590098.500000 Penalty: 2489.969971
	Iteration 0F: 2 clusters Score -4590098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11521 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -4574417.500000 Penalty: 4979.939941
	Iteration 0F: 3 clusters Score -4574418 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11841 members 
Mstep: Class 2 contains 11089 members 
Entering Unmasked Estep 
Score: -4579844.500000 Penalty: 4979.939941
	Iteration 1F: 3 clusters Score -4579844 nChanged 1167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12098 members 
Mstep: Class 2 contains 10832 members 
Entering Unmasked Estep 
Score: -4580247.000000 Penalty: 4979.939941
	Iteration 2F: 3 clusters Score -4580247 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12431 members 
Mstep: Class 2 contains 10499 members 
Entering Unmasked Estep 
Score: -4580580.000000 Penalty: 4979.939941
	Iteration 3Q: 3 clusters Score -4580580 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 10031 members 
Entering Unmasked Estep 
Score: -4580903.500000 Penalty: 4979.939941
	Iteration 4Q: 3 clusters Score -4580904 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 9491 members 
Entering Unmasked Estep 
Score: -4581218.500000 Penalty: 4979.939941
	Iteration 5Q: 3 clusters Score -4581218 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 8808 members 
Entering Unmasked Estep 
Score: -4581549.500000 Penalty: 4979.939941
	Iteration 6Q: 3 clusters Score -4581550 nChanged 980
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -4581979.500000 Penalty: 4979.939941
	Iteration 7Q: 3 clusters Score -4581980 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -4582672.500000 Penalty: 4979.939941
	Iteration 8F: 3 clusters Score -4582672 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17346 members 
Mstep: Class 2 contains 5584 members 
Entering Unmasked Estep 
Score: -4583493.000000 Penalty: 4979.939941
	Iteration 9F: 3 clusters Score -4583493 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 4175 members 
Entering Unmasked Estep 
Score: -4584560.500000 Penalty: 4979.939941
	Iteration 10F: 3 clusters Score -4584560 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20080 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -4585660.000000 Penalty: 4979.939941
	Iteration 11F: 3 clusters Score -4585660 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4586557.500000 Penalty: 4979.939941
	Iteration 12Q: 3 clusters Score -4586558 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21929 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -4587194.000000 Penalty: 4979.939941
	Iteration 13Q: 3 clusters Score -4587194 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22331 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -4587555.000000 Penalty: 4979.939941
	Iteration 14Q: 3 clusters Score -4587555 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22490 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -4587708.500000 Penalty: 4979.939941
	Iteration 15Q: 3 clusters Score -4587708 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -4587805.500000 Penalty: 4979.939941
	Iteration 16Q: 3 clusters Score -4587806 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22603 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -4587849.500000 Penalty: 4979.939941
	Iteration 17Q: 3 clusters Score -4587850 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22620 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -4587885.500000 Penalty: 4979.939941
	Iteration 18Q: 3 clusters Score -4587886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -4587907.000000 Penalty: 4979.939941
	Iteration 19Q: 3 clusters Score -4587907 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4587911.000000 Penalty: 4979.939941
	Iteration 20F: 3 clusters Score -4587911 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22631 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -4587917.000000 Penalty: 4979.939941
	Iteration 21Q: 3 clusters Score -4587917 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22632 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -4587916.500000 Penalty: 4979.939941
	Iteration 22Q: 3 clusters Score -4587916 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4587921.500000 Penalty: 4979.939941
	Iteration 23Q: 3 clusters Score -4587922 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22634 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -4587922.500000 Penalty: 4979.939941
	Iteration 24Q: 3 clusters Score -4587922 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4587925.000000 Penalty: 4979.939941
	Iteration 25Q: 3 clusters Score -4587925 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22635 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -4587925.000000 Penalty: 4979.939941
	Iteration 26F: 3 clusters Score -4587925 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -81383.726562 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -81383.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -79871.164062 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79871.16 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -80007.406250 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -80007.41 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -80058.781250 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -80058.78 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -80091.375000 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -80091.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -80097.421875 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -80097.42 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -80101.515625 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -80101.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -80101.515625 Penalty: 3067.337891
	Iteration 6F: 3 clusters Score -80101.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -73726.085938 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -73726.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72262.851562 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -72262.85 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72462.031250 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -72462.03 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -72523.132812 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -72523.13 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -72551.679688 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -72551.68 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72557.992188 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -72557.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72565.867188 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -72565.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72577.039062 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -72577.04 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72587.656250 Penalty: 3051.755371
	Iteration 7Q: 3 clusters Score -72587.66 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72593.820312 Penalty: 3051.755371
	Iteration 8Q: 3 clusters Score -72593.82 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72607.226562 Penalty: 3051.755371
	Iteration 9Q: 3 clusters Score -72607.23 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72627.187500 Penalty: 3051.755371
	Iteration 10Q: 3 clusters Score -72627.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -72649.867188 Penalty: 3051.755371
	Iteration 11Q: 3 clusters Score -72649.87 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72667.750000 Penalty: 3051.755371
	Iteration 12Q: 3 clusters Score -72667.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72689.171875 Penalty: 3051.755371
	Iteration 13Q: 3 clusters Score -72689.17 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72695.414062 Penalty: 3051.755371
	Iteration 14Q: 3 clusters Score -72695.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72700.960938 Penalty: 3051.755371
	Iteration 15Q: 3 clusters Score -72700.96 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -72709.757812 Penalty: 3051.755371
	Iteration 16Q: 3 clusters Score -72709.76 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72722.171875 Penalty: 3051.755371
	Iteration 17Q: 3 clusters Score -72722.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72737.085938 Penalty: 3051.755371
	Iteration 18Q: 3 clusters Score -72737.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72748.234375 Penalty: 3051.755371
	Iteration 19Q: 3 clusters Score -72748.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72753.382812 Penalty: 3051.755371
	Iteration 20F: 3 clusters Score -72753.38 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (43959 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43959 members 
Entering Unmasked Estep 
Score: -8458216.000000 Penalty: 2651.371094
	Iteration 0F: 2 clusters Score -8458216 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21994 members 
Mstep: Class 2 contains 21965 members 
Entering Unmasked Estep 
Score: -8432137.000000 Penalty: 5302.742188
	Iteration 0F: 3 clusters Score -8432137 nChanged 20382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22256 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
Score: -8443516.000000 Penalty: 5302.742188
	Iteration 1F: 3 clusters Score -8443516 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 21412 members 
Entering Unmasked Estep 
Score: -8444256.000000 Penalty: 5302.742188
	Iteration 2Q: 3 clusters Score -8444256 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22957 members 
Mstep: Class 2 contains 21002 members 
Entering Unmasked Estep 
Score: -8445112.000000 Penalty: 5302.742188
	Iteration 3Q: 3 clusters Score -8445112 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 20434 members 
Entering Unmasked Estep 
Score: -8446153.000000 Penalty: 5302.742188
	Iteration 4Q: 3 clusters Score -8446153 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24166 members 
Mstep: Class 2 contains 19793 members 
Entering Unmasked Estep 
Score: -8447345.000000 Penalty: 5302.742188
	Iteration 5F: 3 clusters Score -8447345 nChanged 2502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24920 members 
Mstep: Class 2 contains 19039 members 
Entering Unmasked Estep 
Score: -8449076.000000 Penalty: 5302.742188
	Iteration 6F: 3 clusters Score -8449076 nChanged 2752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25654 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -8451577.000000 Penalty: 5302.742188
	Iteration 7F: 3 clusters Score -8451577 nChanged 2707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26103 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -8453886.000000 Penalty: 5302.742188
	Iteration 8F: 3 clusters Score -8453886 nChanged 2135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -8455175.000000 Penalty: 5302.742188
	Iteration 9Q: 3 clusters Score -8455175 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26308 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -8455766.000000 Penalty: 5302.742188
	Iteration 10Q: 3 clusters Score -8455766 nChanged 957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26253 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -8456249.000000 Penalty: 5302.742188
	Iteration 11Q: 3 clusters Score -8456249 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26144 members 
Mstep: Class 2 contains 17815 members 
Entering Unmasked Estep 
Score: -8456571.000000 Penalty: 5302.742188
	Iteration 12Q: 3 clusters Score -8456571 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25917 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -8456872.000000 Penalty: 5302.742188
	Iteration 13Q: 3 clusters Score -8456872 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -8457049.000000 Penalty: 5302.742188
	Iteration 14Q: 3 clusters Score -8457049 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25424 members 
Mstep: Class 2 contains 18535 members 
Entering Unmasked Estep 
Score: -8457248.000000 Penalty: 5302.742188
	Iteration 15Q: 3 clusters Score -8457248 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 18734 members 
Entering Unmasked Estep 
Score: -8457381.000000 Penalty: 5302.742188
	Iteration 16Q: 3 clusters Score -8457381 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 18945 members 
Entering Unmasked Estep 
Score: -8457421.000000 Penalty: 5302.742188
	Iteration 17Q: 3 clusters Score -8457421 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24788 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -8457496.000000 Penalty: 5302.742188
	Iteration 18Q: 3 clusters Score -8457496 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24562 members 
Mstep: Class 2 contains 19397 members 
Entering Unmasked Estep 
Score: -8457549.000000 Penalty: 5302.742188
	Iteration 19Q: 3 clusters Score -8457549 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24347 members 
Mstep: Class 2 contains 19612 members 
Entering Unmasked Estep 
Score: -8457587.000000 Penalty: 5302.742188
	Iteration 20F: 3 clusters Score -8457587 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24157 members 
Mstep: Class 2 contains 19802 members 
Entering Unmasked Estep 
Score: -8457638.000000 Penalty: 5302.742188
	Iteration 21Q: 3 clusters Score -8457638 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23953 members 
Mstep: Class 2 contains 20006 members 
Entering Unmasked Estep 
Score: -8457631.000000 Penalty: 5302.742188
	Iteration 22Q: 3 clusters Score -8457631 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23721 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -8457650.000000 Penalty: 5302.742188
	Iteration 23Q: 3 clusters Score -8457650 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23493 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -8457660.000000 Penalty: 5302.742188
	Iteration 24Q: 3 clusters Score -8457660 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23273 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -8457665.000000 Penalty: 5302.742188
	Iteration 25Q: 3 clusters Score -8457665 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23042 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
Score: -8457691.000000 Penalty: 5302.742188
	Iteration 26Q: 3 clusters Score -8457691 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22813 members 
Mstep: Class 2 contains 21146 members 
Entering Unmasked Estep 
Score: -8457694.000000 Penalty: 5302.742188
	Iteration 27Q: 3 clusters Score -8457694 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22616 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -8457717.000000 Penalty: 5302.742188
	Iteration 28Q: 3 clusters Score -8457717 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22409 members 
Mstep: Class 2 contains 21550 members 
Entering Unmasked Estep 
Score: -8457715.000000 Penalty: 5302.742188
	Iteration 29Q: 3 clusters Score -8457715 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22164 members 
Mstep: Class 2 contains 21795 members 
Entering Unmasked Estep 
Score: -8457722.000000 Penalty: 5302.742188
	Iteration 30Q: 3 clusters Score -8457722 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21899 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -8457729.000000 Penalty: 5302.742188
	Iteration 31Q: 3 clusters Score -8457729 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21588 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -8457753.000000 Penalty: 5302.742188
	Iteration 32Q: 3 clusters Score -8457753 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21325 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8457763.000000 Penalty: 5302.742188
	Iteration 33Q: 3 clusters Score -8457763 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21047 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -8457767.000000 Penalty: 5302.742188
	Iteration 34Q: 3 clusters Score -8457767 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20799 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -8457781.000000 Penalty: 5302.742188
	Iteration 35Q: 3 clusters Score -8457781 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 23351 members 
Entering Unmasked Estep 
Score: -8457780.000000 Penalty: 5302.742188
	Iteration 36Q: 3 clusters Score -8457780 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -8457785.000000 Penalty: 5302.742188
	Iteration 37Q: 3 clusters Score -8457785 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20134 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -8457786.000000 Penalty: 5302.742188
	Iteration 38Q: 3 clusters Score -8457786 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19872 members 
Mstep: Class 2 contains 24087 members 
Entering Unmasked Estep 
Score: -8457783.000000 Penalty: 5302.742188
	Iteration 39Q: 3 clusters Score -8457783 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19609 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -8457785.000000 Penalty: 5302.742188
	Iteration 40F: 3 clusters Score -8457785 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19394 members 
Mstep: Class 2 contains 24565 members 
Entering Unmasked Estep 
Score: -8457770.000000 Penalty: 5302.742188
	Iteration 41Q: 3 clusters Score -8457770 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -8457785.000000 Penalty: 5302.742188
	Iteration 42Q: 3 clusters Score -8457785 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18948 members 
Mstep: Class 2 contains 25011 members 
Entering Unmasked Estep 
Score: -8457830.000000 Penalty: 5302.742188
	Iteration 43Q: 3 clusters Score -8457830 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18705 members 
Mstep: Class 2 contains 25254 members 
Entering Unmasked Estep 
Score: -8457842.000000 Penalty: 5302.742188
	Iteration 44Q: 3 clusters Score -8457842 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18415 members 
Mstep: Class 2 contains 25544 members 
Entering Unmasked Estep 
Score: -8457848.000000 Penalty: 5302.742188
	Iteration 45Q: 3 clusters Score -8457848 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -8457820.000000 Penalty: 5302.742188
	Iteration 46Q: 3 clusters Score -8457820 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 26080 members 
Entering Unmasked Estep 
Score: -8457818.000000 Penalty: 5302.742188
	Iteration 47Q: 3 clusters Score -8457818 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 26357 members 
Entering Unmasked Estep 
Score: -8457819.000000 Penalty: 5302.742188
	Iteration 48Q: 3 clusters Score -8457819 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -8457846.000000 Penalty: 5302.742188
	Iteration 49Q: 3 clusters Score -8457846 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17099 members 
Mstep: Class 2 contains 26860 members 
Entering Unmasked Estep 
Score: -8457868.000000 Penalty: 5302.742188
	Iteration 50Q: 3 clusters Score -8457868 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16892 members 
Mstep: Class 2 contains 27067 members 
Entering Unmasked Estep 
Score: -8457868.000000 Penalty: 5302.742188
	Iteration 51Q: 3 clusters Score -8457868 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 27230 members 
Entering Unmasked Estep 
Score: -8457858.000000 Penalty: 5302.742188
	Iteration 52Q: 3 clusters Score -8457858 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 27397 members 
Entering Unmasked Estep 
Score: -8457851.000000 Penalty: 5302.742188
	Iteration 53Q: 3 clusters Score -8457851 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16409 members 
Mstep: Class 2 contains 27550 members 
Entering Unmasked Estep 
Score: -8457865.000000 Penalty: 5302.742188
	Iteration 54Q: 3 clusters Score -8457865 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 27712 members 
Entering Unmasked Estep 
Score: -8457874.000000 Penalty: 5302.742188
	Iteration 55Q: 3 clusters Score -8457874 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16088 members 
Mstep: Class 2 contains 27871 members 
Entering Unmasked Estep 
Score: -8457891.000000 Penalty: 5302.742188
	Iteration 56Q: 3 clusters Score -8457891 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -8457898.000000 Penalty: 5302.742188
	Iteration 57Q: 3 clusters Score -8457898 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 28192 members 
Entering Unmasked Estep 
Score: -8457887.000000 Penalty: 5302.742188
	Iteration 58Q: 3 clusters Score -8457887 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -8457894.000000 Penalty: 5302.742188
	Iteration 59Q: 3 clusters Score -8457894 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15572 members 
Mstep: Class 2 contains 28387 members 
Entering Unmasked Estep 
Score: -8457916.000000 Penalty: 5302.742188
	Iteration 60F: 3 clusters Score -8457916 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 28431 members 
Entering Unmasked Estep 
Score: -8457926.000000 Penalty: 5302.742188
	Iteration 61Q: 3 clusters Score -8457926 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15471 members 
Mstep: Class 2 contains 28488 members 
Entering Unmasked Estep 
Score: -8457922.000000 Penalty: 5302.742188
	Iteration 62Q: 3 clusters Score -8457922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15434 members 
Mstep: Class 2 contains 28525 members 
Entering Unmasked Estep 
Score: -8457919.000000 Penalty: 5302.742188
	Iteration 63Q: 3 clusters Score -8457919 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 28563 members 
Entering Unmasked Estep 
Score: -8457921.000000 Penalty: 5302.742188
	Iteration 64Q: 3 clusters Score -8457921 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -8457944.000000 Penalty: 5302.742188
	Iteration 65Q: 3 clusters Score -8457944 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15306 members 
Mstep: Class 2 contains 28653 members 
Entering Unmasked Estep 
Score: -8457932.000000 Penalty: 5302.742188
	Iteration 66Q: 3 clusters Score -8457932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 28674 members 
Entering Unmasked Estep 
Score: -8457950.000000 Penalty: 5302.742188
	Iteration 67Q: 3 clusters Score -8457950 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15255 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -8457953.000000 Penalty: 5302.742188
	Iteration 68Q: 3 clusters Score -8457953 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -8457957.000000 Penalty: 5302.742188
	Iteration 69Q: 3 clusters Score -8457957 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15228 members 
Mstep: Class 2 contains 28731 members 
Entering Unmasked Estep 
Score: -8457949.000000 Penalty: 5302.742188
	Iteration 70Q: 3 clusters Score -8457949 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 28729 members 
Entering Unmasked Estep 
Score: -8457955.000000 Penalty: 5302.742188
	Iteration 71Q: 3 clusters Score -8457955 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15224 members 
Mstep: Class 2 contains 28735 members 
Entering Unmasked Estep 
Score: -8457961.000000 Penalty: 5302.742188
	Iteration 72Q: 3 clusters Score -8457961 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15216 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -8457957.000000 Penalty: 5302.742188
	Iteration 73Q: 3 clusters Score -8457957 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15211 members 
Mstep: Class 2 contains 28748 members 
Entering Unmasked Estep 
Score: -8457955.000000 Penalty: 5302.742188
	Iteration 74Q: 3 clusters Score -8457955 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -8457960.000000 Penalty: 5302.742188
	Iteration 75Q: 3 clusters Score -8457960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -8457957.000000 Penalty: 5302.742188
	Iteration 76Q: 3 clusters Score -8457957 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 28764 members 
Entering Unmasked Estep 
Score: -8457967.000000 Penalty: 5302.742188
	Iteration 77Q: 3 clusters Score -8457967 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 28761 members 
Entering Unmasked Estep 
Score: -8457960.000000 Penalty: 5302.742188
	Iteration 78Q: 3 clusters Score -8457960 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15197 members 
Mstep: Class 2 contains 28762 members 
Entering Unmasked Estep 
Score: -8457974.000000 Penalty: 5302.742188
	Iteration 79Q: 3 clusters Score -8457974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15200 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -8457969.000000 Penalty: 5302.742188
	Iteration 80F: 3 clusters Score -8457969 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15205 members 
Mstep: Class 2 contains 28754 members 
Entering Unmasked Estep 
Score: -8457948.000000 Penalty: 5302.742188
	Iteration 81Q: 3 clusters Score -8457948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 28760 members 
Entering Unmasked Estep 
Score: -8457947.000000 Penalty: 5302.742188
	Iteration 82Q: 3 clusters Score -8457947 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15194 members 
Mstep: Class 2 contains 28765 members 
Entering Unmasked Estep 
Score: -8457956.000000 Penalty: 5302.742188
	Iteration 83Q: 3 clusters Score -8457956 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15190 members 
Mstep: Class 2 contains 28769 members 
Entering Unmasked Estep 
Score: -8457954.000000 Penalty: 5302.742188
	Iteration 84Q: 3 clusters Score -8457954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 28773 members 
Entering Unmasked Estep 
Score: -8457951.000000 Penalty: 5302.742188
	Iteration 85Q: 3 clusters Score -8457951 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -8457954.000000 Penalty: 5302.742188
	Iteration 86Q: 3 clusters Score -8457954 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -8457948.000000 Penalty: 5302.742188
	Iteration 87Q: 3 clusters Score -8457948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15181 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -8457944.000000 Penalty: 5302.742188
	Iteration 88Q: 3 clusters Score -8457944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15178 members 
Mstep: Class 2 contains 28781 members 
Entering Unmasked Estep 
Score: -8457943.000000 Penalty: 5302.742188
	Iteration 89Q: 3 clusters Score -8457943 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -8457948.000000 Penalty: 5302.742188
	Iteration 90Q: 3 clusters Score -8457948 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -8457947.000000 Penalty: 5302.742188
	Iteration 91Q: 3 clusters Score -8457947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 28780 members 
Entering Unmasked Estep 
Score: -8457947.000000 Penalty: 5302.742188
	Iteration 92F: 3 clusters Score -8457947 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 29007 members 
Mstep: Class 3 contains 45170 members 
Mstep: Class 4 contains 4939 members 
Mstep: Class 5 contains 25535 members 
Mstep: Class 6 contains 39011 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46518 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 25599 members 
Mstep: Class 11 contains 51470 members 
Mstep: Class 12 contains 69840 members 
Mstep: Class 13 contains 52644 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 29355 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42336 members 
Mstep: Class 18 contains 46979 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22621 members 
Mstep: Class 22 contains 38657 members 
Mstep: Class 23 contains 17396 members 
Mstep: Class 24 contains 22767 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46043 members 
Mstep: Class 28 contains 21431 members 
Mstep: Class 29 contains 26539 members 
Mstep: Class 30 contains 59640 members 
Mstep: Class 31 contains 53834 members 
Mstep: Class 32 contains 66144 members 
Mstep: Class 33 contains 18110 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14956 members 
Mstep: Class 36 contains 46186 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28412 members 
Mstep: Class 40 contains 28771 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22930 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 43959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973488.000000 Penalty: 165768.828125
Iteration 439Q: 49 clusters Score -2.079735e+08 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28994 members 
Mstep: Class 3 contains 45148 members 
Mstep: Class 4 contains 4932 members 
Mstep: Class 5 contains 25550 members 
Mstep: Class 6 contains 38856 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46521 members 
Mstep: Class 9 contains 8226 members 
Mstep: Class 10 contains 25598 members 
Mstep: Class 11 contains 51485 members 
Mstep: Class 12 contains 69835 members 
Mstep: Class 13 contains 52648 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 29354 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42479 members 
Mstep: Class 18 contains 47010 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22597 members 
Mstep: Class 22 contains 38589 members 
Mstep: Class 23 contains 17406 members 
Mstep: Class 24 contains 22739 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46086 members 
Mstep: Class 28 contains 21436 members 
Mstep: Class 29 contains 26541 members 
Mstep: Class 30 contains 59623 members 
Mstep: Class 31 contains 53832 members 
Mstep: Class 32 contains 66115 members 
Mstep: Class 33 contains 18107 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14949 members 
Mstep: Class 36 contains 46191 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28420 members 
Mstep: Class 40 contains 28829 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22916 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973104.000000 Penalty: 165768.828125
Iteration 440F: 49 clusters Score -2.079731e+08 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28987 members 
Mstep: Class 3 contains 45131 members 
Mstep: Class 4 contains 4929 members 
Mstep: Class 5 contains 25544 members 
Mstep: Class 6 contains 38700 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46462 members 
Mstep: Class 9 contains 8225 members 
Mstep: Class 10 contains 25588 members 
Mstep: Class 11 contains 51490 members 
Mstep: Class 12 contains 69828 members 
Mstep: Class 13 contains 52669 members 
Mstep: Class 14 contains 4643 members 
Mstep: Class 15 contains 29347 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42639 members 
Mstep: Class 18 contains 47038 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22579 members 
Mstep: Class 22 contains 38531 members 
Mstep: Class 23 contains 17410 members 
Mstep: Class 24 contains 22701 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46172 members 
Mstep: Class 28 contains 21437 members 
Mstep: Class 29 contains 26532 members 
Mstep: Class 30 contains 59604 members 
Mstep: Class 31 contains 53813 members 
Mstep: Class 32 contains 66096 members 
Mstep: Class 33 contains 18106 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14945 members 
Mstep: Class 36 contains 46194 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28465 members 
Mstep: Class 40 contains 28902 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22893 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44066 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973408.000000 Penalty: 165768.828125
Iteration 441Q: 49 clusters Score -2.079734e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28962 members 
Mstep: Class 3 contains 45107 members 
Mstep: Class 4 contains 4927 members 
Mstep: Class 5 contains 25537 members 
Mstep: Class 6 contains 38534 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46447 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 25585 members 
Mstep: Class 11 contains 51499 members 
Mstep: Class 12 contains 69831 members 
Mstep: Class 13 contains 52678 members 
Mstep: Class 14 contains 4645 members 
Mstep: Class 15 contains 29349 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42794 members 
Mstep: Class 18 contains 47066 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22554 members 
Mstep: Class 22 contains 38476 members 
Mstep: Class 23 contains 17419 members 
Mstep: Class 24 contains 22660 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46256 members 
Mstep: Class 28 contains 21438 members 
Mstep: Class 29 contains 26546 members 
Mstep: Class 30 contains 59606 members 
Mstep: Class 31 contains 53791 members 
Mstep: Class 32 contains 66074 members 
Mstep: Class 33 contains 18106 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14947 members 
Mstep: Class 36 contains 46182 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28507 members 
Mstep: Class 40 contains 28976 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22864 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44080 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973344.000000 Penalty: 165768.828125
Iteration 442Q: 49 clusters Score -2.079733e+08 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28944 members 
Mstep: Class 3 contains 45074 members 
Mstep: Class 4 contains 4923 members 
Mstep: Class 5 contains 25525 members 
Mstep: Class 6 contains 38319 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46518 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 25596 members 
Mstep: Class 11 contains 51518 members 
Mstep: Class 12 contains 69843 members 
Mstep: Class 13 contains 52681 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 29346 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42943 members 
Mstep: Class 18 contains 47080 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22547 members 
Mstep: Class 22 contains 38449 members 
Mstep: Class 23 contains 17418 members 
Mstep: Class 24 contains 22633 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46278 members 
Mstep: Class 28 contains 21442 members 
Mstep: Class 29 contains 26530 members 
Mstep: Class 30 contains 59594 members 
Mstep: Class 31 contains 53783 members 
Mstep: Class 32 contains 66057 members 
Mstep: Class 33 contains 18103 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14956 members 
Mstep: Class 36 contains 46159 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28553 members 
Mstep: Class 40 contains 29056 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22829 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973264.000000 Penalty: 165768.828125
Iteration 443Q: 49 clusters Score -2.079733e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28926 members 
Mstep: Class 3 contains 45038 members 
Mstep: Class 4 contains 4922 members 
Mstep: Class 5 contains 25519 members 
Mstep: Class 6 contains 38098 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46532 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 25597 members 
Mstep: Class 11 contains 51557 members 
Mstep: Class 12 contains 69850 members 
Mstep: Class 13 contains 52679 members 
Mstep: Class 14 contains 4641 members 
Mstep: Class 15 contains 29333 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43064 members 
Mstep: Class 18 contains 47083 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22538 members 
Mstep: Class 22 contains 38416 members 
Mstep: Class 23 contains 17410 members 
Mstep: Class 24 contains 22613 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46353 members 
Mstep: Class 28 contains 21445 members 
Mstep: Class 29 contains 26508 members 
Mstep: Class 30 contains 59603 members 
Mstep: Class 31 contains 53774 members 
Mstep: Class 32 contains 66053 members 
Mstep: Class 33 contains 18106 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14962 members 
Mstep: Class 36 contains 46158 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28589 members 
Mstep: Class 40 contains 29118 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22820 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44141 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972736.000000 Penalty: 165768.828125
Iteration 444Q: 49 clusters Score -2.079727e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28911 members 
Mstep: Class 3 contains 44971 members 
Mstep: Class 4 contains 4921 members 
Mstep: Class 5 contains 25544 members 
Mstep: Class 6 contains 37846 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46493 members 
Mstep: Class 9 contains 8217 members 
Mstep: Class 10 contains 25603 members 
Mstep: Class 11 contains 51582 members 
Mstep: Class 12 contains 69870 members 
Mstep: Class 13 contains 52692 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 29335 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43192 members 
Mstep: Class 18 contains 47087 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22541 members 
Mstep: Class 22 contains 38396 members 
Mstep: Class 23 contains 17416 members 
Mstep: Class 24 contains 22591 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46459 members 
Mstep: Class 28 contains 21442 members 
Mstep: Class 29 contains 26485 members 
Mstep: Class 30 contains 59606 members 
Mstep: Class 31 contains 53766 members 
Mstep: Class 32 contains 66059 members 
Mstep: Class 33 contains 18103 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14962 members 
Mstep: Class 36 contains 46147 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28619 members 
Mstep: Class 40 contains 29156 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22798 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44215 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972816.000000 Penalty: 165768.828125
Iteration 445Q: 49 clusters Score -2.079728e+08 nChanged 2560
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28918 members 
Mstep: Class 3 contains 44931 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 25560 members 
Mstep: Class 6 contains 37622 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46500 members 
Mstep: Class 9 contains 8217 members 
Mstep: Class 10 contains 25586 members 
Mstep: Class 11 contains 51606 members 
Mstep: Class 12 contains 69870 members 
Mstep: Class 13 contains 52710 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 29347 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43316 members 
Mstep: Class 18 contains 47091 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22547 members 
Mstep: Class 22 contains 38357 members 
Mstep: Class 23 contains 17423 members 
Mstep: Class 24 contains 22560 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46544 members 
Mstep: Class 28 contains 21441 members 
Mstep: Class 29 contains 26475 members 
Mstep: Class 30 contains 59607 members 
Mstep: Class 31 contains 53755 members 
Mstep: Class 32 contains 66067 members 
Mstep: Class 33 contains 18099 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14978 members 
Mstep: Class 36 contains 46153 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28630 members 
Mstep: Class 40 contains 29193 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22769 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44234 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972416.000000 Penalty: 165768.828125
Iteration 446Q: 49 clusters Score -2.079724e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28925 members 
Mstep: Class 3 contains 44906 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 25579 members 
Mstep: Class 6 contains 37401 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46524 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 51642 members 
Mstep: Class 12 contains 69857 members 
Mstep: Class 13 contains 52720 members 
Mstep: Class 14 contains 4642 members 
Mstep: Class 15 contains 29349 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43422 members 
Mstep: Class 18 contains 47093 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22553 members 
Mstep: Class 22 contains 38323 members 
Mstep: Class 23 contains 17425 members 
Mstep: Class 24 contains 22543 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46626 members 
Mstep: Class 28 contains 21443 members 
Mstep: Class 29 contains 26467 members 
Mstep: Class 30 contains 59587 members 
Mstep: Class 31 contains 53756 members 
Mstep: Class 32 contains 66085 members 
Mstep: Class 33 contains 18096 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14988 members 
Mstep: Class 36 contains 46151 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28638 members 
Mstep: Class 40 contains 29196 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22768 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44260 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972544.000000 Penalty: 165768.828125
Iteration 447Q: 49 clusters Score -2.079725e+08 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28930 members 
Mstep: Class 3 contains 44905 members 
Mstep: Class 4 contains 4918 members 
Mstep: Class 5 contains 25607 members 
Mstep: Class 6 contains 37177 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46560 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 25570 members 
Mstep: Class 11 contains 51659 members 
Mstep: Class 12 contains 69857 members 
Mstep: Class 13 contains 52725 members 
Mstep: Class 14 contains 4640 members 
Mstep: Class 15 contains 29352 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43555 members 
Mstep: Class 18 contains 47093 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22565 members 
Mstep: Class 22 contains 38299 members 
Mstep: Class 23 contains 17429 members 
Mstep: Class 24 contains 22515 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46656 members 
Mstep: Class 28 contains 21450 members 
Mstep: Class 29 contains 26450 members 
Mstep: Class 30 contains 59580 members 
Mstep: Class 31 contains 53752 members 
Mstep: Class 32 contains 66095 members 
Mstep: Class 33 contains 18092 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14999 members 
Mstep: Class 36 contains 46143 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28631 members 
Mstep: Class 40 contains 29205 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22771 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44274 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972432.000000 Penalty: 165768.828125
Iteration 448Q: 49 clusters Score -2.079724e+08 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28935 members 
Mstep: Class 3 contains 44899 members 
Mstep: Class 4 contains 4919 members 
Mstep: Class 5 contains 25620 members 
Mstep: Class 6 contains 36945 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46638 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 25566 members 
Mstep: Class 11 contains 51682 members 
Mstep: Class 12 contains 69843 members 
Mstep: Class 13 contains 52735 members 
Mstep: Class 14 contains 4638 members 
Mstep: Class 15 contains 29365 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43695 members 
Mstep: Class 18 contains 47101 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22576 members 
Mstep: Class 22 contains 38277 members 
Mstep: Class 23 contains 17431 members 
Mstep: Class 24 contains 22476 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46722 members 
Mstep: Class 28 contains 21452 members 
Mstep: Class 29 contains 26432 members 
Mstep: Class 30 contains 59568 members 
Mstep: Class 31 contains 53757 members 
Mstep: Class 32 contains 66106 members 
Mstep: Class 33 contains 18088 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15007 members 
Mstep: Class 36 contains 46131 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28620 members 
Mstep: Class 40 contains 29206 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22767 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44256 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972496.000000 Penalty: 165768.828125
Iteration 449Q: 49 clusters Score -2.079725e+08 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28941 members 
Mstep: Class 3 contains 44850 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 25639 members 
Mstep: Class 6 contains 36694 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46710 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 25574 members 
Mstep: Class 11 contains 51723 members 
Mstep: Class 12 contains 69835 members 
Mstep: Class 13 contains 52746 members 
Mstep: Class 14 contains 4635 members 
Mstep: Class 15 contains 29367 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43815 members 
Mstep: Class 18 contains 47092 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22593 members 
Mstep: Class 22 contains 38256 members 
Mstep: Class 23 contains 17420 members 
Mstep: Class 24 contains 22441 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46834 members 
Mstep: Class 28 contains 21453 members 
Mstep: Class 29 contains 26411 members 
Mstep: Class 30 contains 59574 members 
Mstep: Class 31 contains 53748 members 
Mstep: Class 32 contains 66116 members 
Mstep: Class 33 contains 18089 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15018 members 
Mstep: Class 36 contains 46125 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28598 members 
Mstep: Class 40 contains 29200 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22767 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44273 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972384.000000 Penalty: 165768.828125
Iteration 450Q: 49 clusters Score -2.079724e+08 nChanged 2232
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28950 members 
Mstep: Class 3 contains 44801 members 
Mstep: Class 4 contains 4916 members 
Mstep: Class 5 contains 25647 members 
Mstep: Class 6 contains 36490 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46736 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 25571 members 
Mstep: Class 11 contains 51757 members 
Mstep: Class 12 contains 69829 members 
Mstep: Class 13 contains 52752 members 
Mstep: Class 14 contains 4635 members 
Mstep: Class 15 contains 29364 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43935 members 
Mstep: Class 18 contains 47086 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22607 members 
Mstep: Class 22 contains 38231 members 
Mstep: Class 23 contains 17431 members 
Mstep: Class 24 contains 22419 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 46957 members 
Mstep: Class 28 contains 21453 members 
Mstep: Class 29 contains 26380 members 
Mstep: Class 30 contains 59575 members 
Mstep: Class 31 contains 53739 members 
Mstep: Class 32 contains 66113 members 
Mstep: Class 33 contains 18082 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15031 members 
Mstep: Class 36 contains 46129 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28567 members 
Mstep: Class 40 contains 29219 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22766 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44284 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972288.000000 Penalty: 165768.828125
Iteration 451Q: 49 clusters Score -2.079723e+08 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28935 members 
Mstep: Class 3 contains 44763 members 
Mstep: Class 4 contains 4912 members 
Mstep: Class 5 contains 25672 members 
Mstep: Class 6 contains 36266 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46836 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 25569 members 
Mstep: Class 11 contains 51766 members 
Mstep: Class 12 contains 69821 members 
Mstep: Class 13 contains 52763 members 
Mstep: Class 14 contains 4634 members 
Mstep: Class 15 contains 29372 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44000 members 
Mstep: Class 18 contains 47094 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22620 members 
Mstep: Class 22 contains 38211 members 
Mstep: Class 23 contains 17441 members 
Mstep: Class 24 contains 22401 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47039 members 
Mstep: Class 28 contains 21455 members 
Mstep: Class 29 contains 26351 members 
Mstep: Class 30 contains 59588 members 
Mstep: Class 31 contains 53727 members 
Mstep: Class 32 contains 66140 members 
Mstep: Class 33 contains 18075 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15043 members 
Mstep: Class 36 contains 46125 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28543 members 
Mstep: Class 40 contains 29234 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22773 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44283 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972048.000000 Penalty: 165768.828125
Iteration 452Q: 49 clusters Score -2.07972e+08 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28927 members 
Mstep: Class 3 contains 44743 members 
Mstep: Class 4 contains 4908 members 
Mstep: Class 5 contains 25704 members 
Mstep: Class 6 contains 36061 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46886 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 25570 members 
Mstep: Class 11 contains 51783 members 
Mstep: Class 12 contains 69826 members 
Mstep: Class 13 contains 52778 members 
Mstep: Class 14 contains 4632 members 
Mstep: Class 15 contains 29396 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44027 members 
Mstep: Class 18 contains 47096 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22628 members 
Mstep: Class 22 contains 38196 members 
Mstep: Class 23 contains 17446 members 
Mstep: Class 24 contains 22376 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47134 members 
Mstep: Class 28 contains 21456 members 
Mstep: Class 29 contains 26350 members 
Mstep: Class 30 contains 59589 members 
Mstep: Class 31 contains 53706 members 
Mstep: Class 32 contains 66139 members 
Mstep: Class 33 contains 18069 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15045 members 
Mstep: Class 36 contains 46125 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28548 members 
Mstep: Class 40 contains 29237 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22765 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44307 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971680.000000 Penalty: 165768.828125
Iteration 453Q: 49 clusters Score -2.079717e+08 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28917 members 
Mstep: Class 3 contains 44678 members 
Mstep: Class 4 contains 4906 members 
Mstep: Class 5 contains 25738 members 
Mstep: Class 6 contains 35849 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46929 members 
Mstep: Class 9 contains 8213 members 
Mstep: Class 10 contains 25572 members 
Mstep: Class 11 contains 51793 members 
Mstep: Class 12 contains 69840 members 
Mstep: Class 13 contains 52782 members 
Mstep: Class 14 contains 4628 members 
Mstep: Class 15 contains 29403 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44037 members 
Mstep: Class 18 contains 47095 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22642 members 
Mstep: Class 22 contains 38203 members 
Mstep: Class 23 contains 17439 members 
Mstep: Class 24 contains 22351 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47271 members 
Mstep: Class 28 contains 21454 members 
Mstep: Class 29 contains 26367 members 
Mstep: Class 30 contains 59603 members 
Mstep: Class 31 contains 53681 members 
Mstep: Class 32 contains 66133 members 
Mstep: Class 33 contains 18068 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15064 members 
Mstep: Class 36 contains 46135 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28552 members 
Mstep: Class 40 contains 29256 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22737 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44331 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971856.000000 Penalty: 165768.828125
Iteration 454Q: 49 clusters Score -2.079719e+08 nChanged 2347
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28882 members 
Mstep: Class 3 contains 44634 members 
Mstep: Class 4 contains 4905 members 
Mstep: Class 5 contains 25771 members 
Mstep: Class 6 contains 35656 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 46976 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 25578 members 
Mstep: Class 11 contains 51802 members 
Mstep: Class 12 contains 69840 members 
Mstep: Class 13 contains 52783 members 
Mstep: Class 14 contains 4626 members 
Mstep: Class 15 contains 29426 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44043 members 
Mstep: Class 18 contains 47084 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22653 members 
Mstep: Class 22 contains 38220 members 
Mstep: Class 23 contains 17444 members 
Mstep: Class 24 contains 22316 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47332 members 
Mstep: Class 28 contains 21456 members 
Mstep: Class 29 contains 26358 members 
Mstep: Class 30 contains 59594 members 
Mstep: Class 31 contains 53681 members 
Mstep: Class 32 contains 66140 members 
Mstep: Class 33 contains 18066 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15073 members 
Mstep: Class 36 contains 46149 members 
Mstep: Class 37 contains 1687 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28571 members 
Mstep: Class 40 contains 29287 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22715 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44392 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972048.000000 Penalty: 165768.828125
Iteration 455Q: 49 clusters Score -2.07972e+08 nChanged 2263
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28873 members 
Mstep: Class 3 contains 44615 members 
Mstep: Class 4 contains 4904 members 
Mstep: Class 5 contains 25825 members 
Mstep: Class 6 contains 35464 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47026 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 25583 members 
Mstep: Class 11 contains 51825 members 
Mstep: Class 12 contains 69832 members 
Mstep: Class 13 contains 52795 members 
Mstep: Class 14 contains 4624 members 
Mstep: Class 15 contains 29451 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 44011 members 
Mstep: Class 18 contains 47066 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22644 members 
Mstep: Class 22 contains 38233 members 
Mstep: Class 23 contains 17435 members 
Mstep: Class 24 contains 22289 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47408 members 
Mstep: Class 28 contains 21457 members 
Mstep: Class 29 contains 26336 members 
Mstep: Class 30 contains 59594 members 
Mstep: Class 31 contains 53663 members 
Mstep: Class 32 contains 66162 members 
Mstep: Class 33 contains 18060 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15086 members 
Mstep: Class 36 contains 46175 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28599 members 
Mstep: Class 40 contains 29309 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22700 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44407 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972160.000000 Penalty: 165768.828125
Iteration 456Q: 49 clusters Score -2.079722e+08 nChanged 2194
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28872 members 
Mstep: Class 3 contains 44568 members 
Mstep: Class 4 contains 4900 members 
Mstep: Class 5 contains 25882 members 
Mstep: Class 6 contains 35315 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47038 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 25600 members 
Mstep: Class 11 contains 51835 members 
Mstep: Class 12 contains 69829 members 
Mstep: Class 13 contains 52800 members 
Mstep: Class 14 contains 4618 members 
Mstep: Class 15 contains 29470 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43968 members 
Mstep: Class 18 contains 47053 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22636 members 
Mstep: Class 22 contains 38252 members 
Mstep: Class 23 contains 17431 members 
Mstep: Class 24 contains 22261 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47486 members 
Mstep: Class 28 contains 21457 members 
Mstep: Class 29 contains 26327 members 
Mstep: Class 30 contains 59628 members 
Mstep: Class 31 contains 53652 members 
Mstep: Class 32 contains 66193 members 
Mstep: Class 33 contains 18049 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15100 members 
Mstep: Class 36 contains 46187 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28618 members 
Mstep: Class 40 contains 29320 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22679 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44427 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971984.000000 Penalty: 165768.828125
Iteration 457Q: 49 clusters Score -2.07972e+08 nChanged 2119
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28874 members 
Mstep: Class 3 contains 44501 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 25952 members 
Mstep: Class 6 contains 35155 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47046 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 25619 members 
Mstep: Class 11 contains 51830 members 
Mstep: Class 12 contains 69833 members 
Mstep: Class 13 contains 52820 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 29483 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43929 members 
Mstep: Class 18 contains 47048 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22638 members 
Mstep: Class 22 contains 38271 members 
Mstep: Class 23 contains 17427 members 
Mstep: Class 24 contains 22224 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47608 members 
Mstep: Class 28 contains 21461 members 
Mstep: Class 29 contains 26331 members 
Mstep: Class 30 contains 59631 members 
Mstep: Class 31 contains 53642 members 
Mstep: Class 32 contains 66185 members 
Mstep: Class 33 contains 18039 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15101 members 
Mstep: Class 36 contains 46197 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28623 members 
Mstep: Class 40 contains 29325 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22658 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971360.000000 Penalty: 165768.828125
Iteration 458Q: 49 clusters Score -2.079714e+08 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 28868 members 
Mstep: Class 3 contains 44431 members 
Mstep: Class 4 contains 4894 members 
Mstep: Class 5 contains 26029 members 
Mstep: Class 6 contains 34995 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47103 members 
Mstep: Class 9 contains 8213 members 
Mstep: Class 10 contains 25621 members 
Mstep: Class 11 contains 51842 members 
Mstep: Class 12 contains 69843 members 
Mstep: Class 13 contains 52821 members 
Mstep: Class 14 contains 4618 members 
Mstep: Class 15 contains 29485 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43883 members 
Mstep: Class 18 contains 47022 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22644 members 
Mstep: Class 22 contains 38304 members 
Mstep: Class 23 contains 17420 members 
Mstep: Class 24 contains 22182 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47666 members 
Mstep: Class 28 contains 21460 members 
Mstep: Class 29 contains 26324 members 
Mstep: Class 30 contains 59634 members 
Mstep: Class 31 contains 53633 members 
Mstep: Class 32 contains 66208 members 
Mstep: Class 33 contains 18029 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15116 members 
Mstep: Class 36 contains 46203 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28648 members 
Mstep: Class 40 contains 29353 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22657 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44515 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971792.000000 Penalty: 165768.828125
Iteration 459Q: 49 clusters Score -2.079718e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28878 members 
Mstep: Class 3 contains 44379 members 
Mstep: Class 4 contains 4897 members 
Mstep: Class 5 contains 26138 members 
Mstep: Class 6 contains 34845 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47125 members 
Mstep: Class 9 contains 8214 members 
Mstep: Class 10 contains 25615 members 
Mstep: Class 11 contains 51851 members 
Mstep: Class 12 contains 69840 members 
Mstep: Class 13 contains 52828 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 29500 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43832 members 
Mstep: Class 18 contains 47004 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22636 members 
Mstep: Class 22 contains 38344 members 
Mstep: Class 23 contains 17416 members 
Mstep: Class 24 contains 22131 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47709 members 
Mstep: Class 28 contains 21462 members 
Mstep: Class 29 contains 26330 members 
Mstep: Class 30 contains 59656 members 
Mstep: Class 31 contains 53646 members 
Mstep: Class 32 contains 66195 members 
Mstep: Class 33 contains 18019 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15130 members 
Mstep: Class 36 contains 46230 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28650 members 
Mstep: Class 40 contains 29375 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22637 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44537 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972080.000000 Penalty: 165768.828125
Iteration 460F: 49 clusters Score -2.079721e+08 nChanged 1867
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28877 members 
Mstep: Class 3 contains 44358 members 
Mstep: Class 4 contains 4896 members 
Mstep: Class 5 contains 26226 members 
Mstep: Class 6 contains 34739 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47144 members 
Mstep: Class 9 contains 8215 members 
Mstep: Class 10 contains 25607 members 
Mstep: Class 11 contains 51872 members 
Mstep: Class 12 contains 69835 members 
Mstep: Class 13 contains 52837 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 29485 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43787 members 
Mstep: Class 18 contains 46989 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22645 members 
Mstep: Class 22 contains 38366 members 
Mstep: Class 23 contains 17415 members 
Mstep: Class 24 contains 22098 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47724 members 
Mstep: Class 28 contains 21462 members 
Mstep: Class 29 contains 26336 members 
Mstep: Class 30 contains 59663 members 
Mstep: Class 31 contains 53651 members 
Mstep: Class 32 contains 66191 members 
Mstep: Class 33 contains 18011 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15133 members 
Mstep: Class 36 contains 46244 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28643 members 
Mstep: Class 40 contains 29425 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22620 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972064.000000 Penalty: 165768.828125
Iteration 461Q: 49 clusters Score -2.079721e+08 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28881 members 
Mstep: Class 3 contains 44345 members 
Mstep: Class 4 contains 4893 members 
Mstep: Class 5 contains 26296 members 
Mstep: Class 6 contains 34630 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47139 members 
Mstep: Class 9 contains 8216 members 
Mstep: Class 10 contains 25616 members 
Mstep: Class 11 contains 51897 members 
Mstep: Class 12 contains 69830 members 
Mstep: Class 13 contains 52833 members 
Mstep: Class 14 contains 4616 members 
Mstep: Class 15 contains 29485 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43714 members 
Mstep: Class 18 contains 46982 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22650 members 
Mstep: Class 22 contains 38379 members 
Mstep: Class 23 contains 17414 members 
Mstep: Class 24 contains 22061 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47775 members 
Mstep: Class 28 contains 21462 members 
Mstep: Class 29 contains 26322 members 
Mstep: Class 30 contains 59690 members 
Mstep: Class 31 contains 53659 members 
Mstep: Class 32 contains 66211 members 
Mstep: Class 33 contains 17999 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15135 members 
Mstep: Class 36 contains 46254 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28639 members 
Mstep: Class 40 contains 29457 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22603 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972144.000000 Penalty: 165768.828125
Iteration 462Q: 49 clusters Score -2.079721e+08 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 28880 members 
Mstep: Class 3 contains 44347 members 
Mstep: Class 4 contains 4888 members 
Mstep: Class 5 contains 26364 members 
Mstep: Class 6 contains 34556 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47188 members 
Mstep: Class 9 contains 8218 members 
Mstep: Class 10 contains 25614 members 
Mstep: Class 11 contains 51905 members 
Mstep: Class 12 contains 69827 members 
Mstep: Class 13 contains 52822 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 29496 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43616 members 
Mstep: Class 18 contains 46989 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22644 members 
Mstep: Class 22 contains 38393 members 
Mstep: Class 23 contains 17405 members 
Mstep: Class 24 contains 22033 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47786 members 
Mstep: Class 28 contains 21463 members 
Mstep: Class 29 contains 26331 members 
Mstep: Class 30 contains 59704 members 
Mstep: Class 31 contains 53667 members 
Mstep: Class 32 contains 66221 members 
Mstep: Class 33 contains 17982 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15134 members 
Mstep: Class 36 contains 46267 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28652 members 
Mstep: Class 40 contains 29464 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22583 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44610 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972528.000000 Penalty: 165768.828125
Iteration 463Q: 49 clusters Score -2.079725e+08 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28878 members 
Mstep: Class 3 contains 44354 members 
Mstep: Class 4 contains 4885 members 
Mstep: Class 5 contains 26427 members 
Mstep: Class 6 contains 34463 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47188 members 
Mstep: Class 9 contains 8219 members 
Mstep: Class 10 contains 25620 members 
Mstep: Class 11 contains 51929 members 
Mstep: Class 12 contains 69812 members 
Mstep: Class 13 contains 52826 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 29508 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43529 members 
Mstep: Class 18 contains 46985 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22662 members 
Mstep: Class 22 contains 38390 members 
Mstep: Class 23 contains 17407 members 
Mstep: Class 24 contains 22010 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47809 members 
Mstep: Class 28 contains 21463 members 
Mstep: Class 29 contains 26339 members 
Mstep: Class 30 contains 59723 members 
Mstep: Class 31 contains 53684 members 
Mstep: Class 32 contains 66241 members 
Mstep: Class 33 contains 17971 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15134 members 
Mstep: Class 36 contains 46273 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28645 members 
Mstep: Class 40 contains 29460 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22566 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44650 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972560.000000 Penalty: 165768.828125
Iteration 464Q: 49 clusters Score -2.079726e+08 nChanged 1563
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28884 members 
Mstep: Class 3 contains 44333 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 26501 members 
Mstep: Class 6 contains 34389 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47197 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 25608 members 
Mstep: Class 11 contains 51931 members 
Mstep: Class 12 contains 69793 members 
Mstep: Class 13 contains 52835 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 29518 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43431 members 
Mstep: Class 18 contains 46994 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22683 members 
Mstep: Class 22 contains 38410 members 
Mstep: Class 23 contains 17398 members 
Mstep: Class 24 contains 21967 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47843 members 
Mstep: Class 28 contains 21460 members 
Mstep: Class 29 contains 26348 members 
Mstep: Class 30 contains 59754 members 
Mstep: Class 31 contains 53683 members 
Mstep: Class 32 contains 66248 members 
Mstep: Class 33 contains 17962 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15139 members 
Mstep: Class 36 contains 46285 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28647 members 
Mstep: Class 40 contains 29457 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22557 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972544.000000 Penalty: 165768.828125
Iteration 465Q: 49 clusters Score -2.079725e+08 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28892 members 
Mstep: Class 3 contains 44296 members 
Mstep: Class 4 contains 4884 members 
Mstep: Class 5 contains 26579 members 
Mstep: Class 6 contains 34315 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47222 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 25581 members 
Mstep: Class 11 contains 51941 members 
Mstep: Class 12 contains 69799 members 
Mstep: Class 13 contains 52841 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 29524 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43365 members 
Mstep: Class 18 contains 46982 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22710 members 
Mstep: Class 22 contains 38431 members 
Mstep: Class 23 contains 17392 members 
Mstep: Class 24 contains 21916 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47880 members 
Mstep: Class 28 contains 21460 members 
Mstep: Class 29 contains 26352 members 
Mstep: Class 30 contains 59781 members 
Mstep: Class 31 contains 53672 members 
Mstep: Class 32 contains 66243 members 
Mstep: Class 33 contains 17958 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15134 members 
Mstep: Class 36 contains 46302 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28645 members 
Mstep: Class 40 contains 29480 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22541 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44712 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972464.000000 Penalty: 165768.828125
Iteration 466Q: 49 clusters Score -2.079725e+08 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28894 members 
Mstep: Class 3 contains 44262 members 
Mstep: Class 4 contains 4882 members 
Mstep: Class 5 contains 26689 members 
Mstep: Class 6 contains 34230 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47245 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 25564 members 
Mstep: Class 11 contains 51947 members 
Mstep: Class 12 contains 69798 members 
Mstep: Class 13 contains 52840 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 29540 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43286 members 
Mstep: Class 18 contains 46979 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22756 members 
Mstep: Class 22 contains 38453 members 
Mstep: Class 23 contains 17387 members 
Mstep: Class 24 contains 21862 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47933 members 
Mstep: Class 28 contains 21460 members 
Mstep: Class 29 contains 26335 members 
Mstep: Class 30 contains 59793 members 
Mstep: Class 31 contains 53672 members 
Mstep: Class 32 contains 66229 members 
Mstep: Class 33 contains 17954 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15124 members 
Mstep: Class 36 contains 46320 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28634 members 
Mstep: Class 40 contains 29493 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22518 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44752 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972272.000000 Penalty: 165768.828125
Iteration 467Q: 49 clusters Score -2.079723e+08 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28891 members 
Mstep: Class 3 contains 44255 members 
Mstep: Class 4 contains 4880 members 
Mstep: Class 5 contains 26780 members 
Mstep: Class 6 contains 34140 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47289 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 25542 members 
Mstep: Class 11 contains 51964 members 
Mstep: Class 12 contains 69795 members 
Mstep: Class 13 contains 52838 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 29543 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43255 members 
Mstep: Class 18 contains 46969 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22785 members 
Mstep: Class 22 contains 38461 members 
Mstep: Class 23 contains 17381 members 
Mstep: Class 24 contains 21807 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47929 members 
Mstep: Class 28 contains 21461 members 
Mstep: Class 29 contains 26330 members 
Mstep: Class 30 contains 59813 members 
Mstep: Class 31 contains 53678 members 
Mstep: Class 32 contains 66216 members 
Mstep: Class 33 contains 17950 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15114 members 
Mstep: Class 36 contains 46345 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28667 members 
Mstep: Class 40 contains 29492 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22492 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44771 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972192.000000 Penalty: 165768.828125
Iteration 468Q: 49 clusters Score -2.079722e+08 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 44237 members 
Mstep: Class 4 contains 4874 members 
Mstep: Class 5 contains 26862 members 
Mstep: Class 6 contains 34050 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47317 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 25512 members 
Mstep: Class 11 contains 51965 members 
Mstep: Class 12 contains 69789 members 
Mstep: Class 13 contains 52855 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 29570 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43221 members 
Mstep: Class 18 contains 46955 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22810 members 
Mstep: Class 22 contains 38469 members 
Mstep: Class 23 contains 17377 members 
Mstep: Class 24 contains 21757 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47934 members 
Mstep: Class 28 contains 21459 members 
Mstep: Class 29 contains 26334 members 
Mstep: Class 30 contains 59833 members 
Mstep: Class 31 contains 53687 members 
Mstep: Class 32 contains 66213 members 
Mstep: Class 33 contains 17952 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15112 members 
Mstep: Class 36 contains 46369 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28670 members 
Mstep: Class 40 contains 29491 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22472 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972720.000000 Penalty: 165768.828125
Iteration 469Q: 49 clusters Score -2.079727e+08 nChanged 1587
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28893 members 
Mstep: Class 3 contains 44213 members 
Mstep: Class 4 contains 4872 members 
Mstep: Class 5 contains 26929 members 
Mstep: Class 6 contains 33997 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47329 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 25493 members 
Mstep: Class 11 contains 51965 members 
Mstep: Class 12 contains 69794 members 
Mstep: Class 13 contains 52857 members 
Mstep: Class 14 contains 4608 members 
Mstep: Class 15 contains 29589 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43170 members 
Mstep: Class 18 contains 46944 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22837 members 
Mstep: Class 22 contains 38482 members 
Mstep: Class 23 contains 17377 members 
Mstep: Class 24 contains 21710 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47967 members 
Mstep: Class 28 contains 21464 members 
Mstep: Class 29 contains 26334 members 
Mstep: Class 30 contains 59843 members 
Mstep: Class 31 contains 53692 members 
Mstep: Class 32 contains 66239 members 
Mstep: Class 33 contains 17949 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15103 members 
Mstep: Class 36 contains 46390 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28671 members 
Mstep: Class 40 contains 29469 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22464 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44799 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972976.000000 Penalty: 165768.828125
Iteration 470Q: 49 clusters Score -2.07973e+08 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28876 members 
Mstep: Class 3 contains 44197 members 
Mstep: Class 4 contains 4869 members 
Mstep: Class 5 contains 27004 members 
Mstep: Class 6 contains 33942 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47365 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 25479 members 
Mstep: Class 11 contains 51966 members 
Mstep: Class 12 contains 69796 members 
Mstep: Class 13 contains 52854 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 29597 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43114 members 
Mstep: Class 18 contains 46916 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22858 members 
Mstep: Class 22 contains 38482 members 
Mstep: Class 23 contains 17377 members 
Mstep: Class 24 contains 21669 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 47978 members 
Mstep: Class 28 contains 21466 members 
Mstep: Class 29 contains 26341 members 
Mstep: Class 30 contains 59865 members 
Mstep: Class 31 contains 53693 members 
Mstep: Class 32 contains 66243 members 
Mstep: Class 33 contains 17938 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15095 members 
Mstep: Class 36 contains 46402 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28675 members 
Mstep: Class 40 contains 29478 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22465 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44835 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972528.000000 Penalty: 165768.828125
Iteration 471Q: 49 clusters Score -2.079725e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28862 members 
Mstep: Class 3 contains 44164 members 
Mstep: Class 4 contains 4866 members 
Mstep: Class 5 contains 27057 members 
Mstep: Class 6 contains 33882 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47396 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 25469 members 
Mstep: Class 11 contains 51979 members 
Mstep: Class 12 contains 69795 members 
Mstep: Class 13 contains 52846 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 29614 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43091 members 
Mstep: Class 18 contains 46915 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22863 members 
Mstep: Class 22 contains 38482 members 
Mstep: Class 23 contains 17388 members 
Mstep: Class 24 contains 21628 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48005 members 
Mstep: Class 28 contains 21467 members 
Mstep: Class 29 contains 26339 members 
Mstep: Class 30 contains 59880 members 
Mstep: Class 31 contains 53687 members 
Mstep: Class 32 contains 66236 members 
Mstep: Class 33 contains 17933 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15086 members 
Mstep: Class 36 contains 46420 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28664 members 
Mstep: Class 40 contains 29477 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22479 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972512.000000 Penalty: 165768.828125
Iteration 472Q: 49 clusters Score -2.079725e+08 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28861 members 
Mstep: Class 3 contains 44125 members 
Mstep: Class 4 contains 4865 members 
Mstep: Class 5 contains 27121 members 
Mstep: Class 6 contains 33852 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47376 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 25464 members 
Mstep: Class 11 contains 51988 members 
Mstep: Class 12 contains 69794 members 
Mstep: Class 13 contains 52835 members 
Mstep: Class 14 contains 4609 members 
Mstep: Class 15 contains 29623 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 43040 members 
Mstep: Class 18 contains 46911 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22874 members 
Mstep: Class 22 contains 38481 members 
Mstep: Class 23 contains 17392 members 
Mstep: Class 24 contains 21587 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48068 members 
Mstep: Class 28 contains 21469 members 
Mstep: Class 29 contains 26347 members 
Mstep: Class 30 contains 59888 members 
Mstep: Class 31 contains 53682 members 
Mstep: Class 32 contains 66242 members 
Mstep: Class 33 contains 17931 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15081 members 
Mstep: Class 36 contains 46435 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28661 members 
Mstep: Class 40 contains 29471 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22484 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972464.000000 Penalty: 165768.828125
Iteration 473Q: 49 clusters Score -2.079725e+08 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28858 members 
Mstep: Class 3 contains 44146 members 
Mstep: Class 4 contains 4861 members 
Mstep: Class 5 contains 27199 members 
Mstep: Class 6 contains 33842 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47375 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 25448 members 
Mstep: Class 11 contains 51996 members 
Mstep: Class 12 contains 69799 members 
Mstep: Class 13 contains 52832 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 29639 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42977 members 
Mstep: Class 18 contains 46906 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22873 members 
Mstep: Class 22 contains 38439 members 
Mstep: Class 23 contains 17388 members 
Mstep: Class 24 contains 21545 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48093 members 
Mstep: Class 28 contains 21470 members 
Mstep: Class 29 contains 26364 members 
Mstep: Class 30 contains 59901 members 
Mstep: Class 31 contains 53677 members 
Mstep: Class 32 contains 66265 members 
Mstep: Class 33 contains 17930 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15065 members 
Mstep: Class 36 contains 46445 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28644 members 
Mstep: Class 40 contains 29465 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22511 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972432.000000 Penalty: 165768.828125
Iteration 474Q: 49 clusters Score -2.079724e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28850 members 
Mstep: Class 3 contains 44219 members 
Mstep: Class 4 contains 4860 members 
Mstep: Class 5 contains 27289 members 
Mstep: Class 6 contains 33792 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47420 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 25428 members 
Mstep: Class 11 contains 52004 members 
Mstep: Class 12 contains 69811 members 
Mstep: Class 13 contains 52825 members 
Mstep: Class 14 contains 4610 members 
Mstep: Class 15 contains 29645 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42916 members 
Mstep: Class 18 contains 46888 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22888 members 
Mstep: Class 22 contains 38379 members 
Mstep: Class 23 contains 17395 members 
Mstep: Class 24 contains 21501 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48062 members 
Mstep: Class 28 contains 21470 members 
Mstep: Class 29 contains 26371 members 
Mstep: Class 30 contains 59924 members 
Mstep: Class 31 contains 53676 members 
Mstep: Class 32 contains 66272 members 
Mstep: Class 33 contains 17926 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15058 members 
Mstep: Class 36 contains 46453 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28639 members 
Mstep: Class 40 contains 29483 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22519 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972592.000000 Penalty: 165768.828125
Iteration 475Q: 49 clusters Score -2.079726e+08 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28826 members 
Mstep: Class 3 contains 44254 members 
Mstep: Class 4 contains 4853 members 
Mstep: Class 5 contains 27400 members 
Mstep: Class 6 contains 33749 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47416 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 25415 members 
Mstep: Class 11 contains 52016 members 
Mstep: Class 12 contains 69820 members 
Mstep: Class 13 contains 52816 members 
Mstep: Class 14 contains 4611 members 
Mstep: Class 15 contains 29659 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42838 members 
Mstep: Class 18 contains 46874 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22894 members 
Mstep: Class 22 contains 38329 members 
Mstep: Class 23 contains 17411 members 
Mstep: Class 24 contains 21440 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48108 members 
Mstep: Class 28 contains 21473 members 
Mstep: Class 29 contains 26387 members 
Mstep: Class 30 contains 59936 members 
Mstep: Class 31 contains 53674 members 
Mstep: Class 32 contains 66270 members 
Mstep: Class 33 contains 17925 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15053 members 
Mstep: Class 36 contains 46453 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28629 members 
Mstep: Class 40 contains 29500 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22537 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44879 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972304.000000 Penalty: 165768.828125
Iteration 476Q: 49 clusters Score -2.079723e+08 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28791 members 
Mstep: Class 3 contains 44270 members 
Mstep: Class 4 contains 4846 members 
Mstep: Class 5 contains 27512 members 
Mstep: Class 6 contains 33701 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47420 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 25410 members 
Mstep: Class 11 contains 52032 members 
Mstep: Class 12 contains 69818 members 
Mstep: Class 13 contains 52825 members 
Mstep: Class 14 contains 4613 members 
Mstep: Class 15 contains 29678 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42793 members 
Mstep: Class 18 contains 46871 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22924 members 
Mstep: Class 22 contains 38295 members 
Mstep: Class 23 contains 17406 members 
Mstep: Class 24 contains 21370 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48161 members 
Mstep: Class 28 contains 21471 members 
Mstep: Class 29 contains 26395 members 
Mstep: Class 30 contains 59927 members 
Mstep: Class 31 contains 53674 members 
Mstep: Class 32 contains 66272 members 
Mstep: Class 33 contains 17921 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15042 members 
Mstep: Class 36 contains 46458 members 
Mstep: Class 37 contains 1688 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28642 members 
Mstep: Class 40 contains 29497 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22532 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972480.000000 Penalty: 165768.828125
Iteration 477Q: 49 clusters Score -2.079725e+08 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28782 members 
Mstep: Class 3 contains 44283 members 
Mstep: Class 4 contains 4836 members 
Mstep: Class 5 contains 27626 members 
Mstep: Class 6 contains 33652 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47435 members 
Mstep: Class 9 contains 8221 members 
Mstep: Class 10 contains 25409 members 
Mstep: Class 11 contains 52035 members 
Mstep: Class 12 contains 69826 members 
Mstep: Class 13 contains 52824 members 
Mstep: Class 14 contains 4614 members 
Mstep: Class 15 contains 29687 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42715 members 
Mstep: Class 18 contains 46861 members 
Mstep: Class 19 contains 498 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22965 members 
Mstep: Class 22 contains 38248 members 
Mstep: Class 23 contains 17399 members 
Mstep: Class 24 contains 21318 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48242 members 
Mstep: Class 28 contains 21469 members 
Mstep: Class 29 contains 26394 members 
Mstep: Class 30 contains 59936 members 
Mstep: Class 31 contains 53667 members 
Mstep: Class 32 contains 66279 members 
Mstep: Class 33 contains 17923 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15022 members 
Mstep: Class 36 contains 46463 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28653 members 
Mstep: Class 40 contains 29482 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22523 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44876 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972752.000000 Penalty: 165768.828125
Iteration 478Q: 49 clusters Score -2.079728e+08 nChanged 1592
Entering ConstructFrom: 
Score: -207972752.000000 Penalty: 165768.828125
Entering ConstructFrom: 
Trying to split cluster 1 (7145 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7145 members 
Entering Unmasked Estep 
Score: -1302706.750000 Penalty: 2200.793701
	Iteration 0F: 2 clusters Score -1302707 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 3612 members 
Entering Unmasked Estep 
Score: -1296888.625000 Penalty: 4401.587402
	Iteration 0F: 3 clusters Score -1296889 nChanged 2842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1298437.250000 Penalty: 4401.587402
	Iteration 1F: 3 clusters Score -1298437 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1298806.500000 Penalty: 4401.587402
	Iteration 2F: 3 clusters Score -1298806 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 4001 members 
Entering Unmasked Estep 
Score: -1299288.000000 Penalty: 4401.587402
	Iteration 3F: 3 clusters Score -1299288 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1300027.250000 Penalty: 4401.587402
	Iteration 4F: 3 clusters Score -1300027 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 4611 members 
Entering Unmasked Estep 
Score: -1300798.625000 Penalty: 4401.587402
	Iteration 5F: 3 clusters Score -1300799 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 4880 members 
Entering Unmasked Estep 
Score: -1301380.000000 Penalty: 4401.587402
	Iteration 6F: 3 clusters Score -1301380 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 5052 members 
Entering Unmasked Estep 
Score: -1301725.625000 Penalty: 4401.587402
	Iteration 7F: 3 clusters Score -1301726 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 5152 members 
Entering Unmasked Estep 
Score: -1301936.000000 Penalty: 4401.587402
	Iteration 8Q: 3 clusters Score -1301936 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1302033.750000 Penalty: 4401.587402
	Iteration 9Q: 3 clusters Score -1302034 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1935 members 
Mstep: Class 2 contains 5210 members 
Entering Unmasked Estep 
Score: -1302082.125000 Penalty: 4401.587402
	Iteration 10Q: 3 clusters Score -1302082 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1933 members 
Mstep: Class 2 contains 5212 members 
Entering Unmasked Estep 
Score: -1302098.750000 Penalty: 4401.587402
	Iteration 11Q: 3 clusters Score -1302099 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1302109.250000 Penalty: 4401.587402
	Iteration 12Q: 3 clusters Score -1302109 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1924 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1302112.250000 Penalty: 4401.587402
	Iteration 13Q: 3 clusters Score -1302112 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1302113.500000 Penalty: 4401.587402
	Iteration 14Q: 3 clusters Score -1302114 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1302112.875000 Penalty: 4401.587402
	Iteration 15Q: 3 clusters Score -1302113 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1302114.500000 Penalty: 4401.587402
	Iteration 16Q: 3 clusters Score -1302114 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 5226 members 
Entering Unmasked Estep 
Score: -1302114.625000 Penalty: 4401.587402
	Iteration 17Q: 3 clusters Score -1302115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 5225 members 
Entering Unmasked Estep 
Score: -1302115.250000 Penalty: 4401.587402
	Iteration 18Q: 3 clusters Score -1302115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1302114.250000 Penalty: 4401.587402
	Iteration 19Q: 3 clusters Score -1302114 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5224 members 
Entering Unmasked Estep 
Score: -1302114.250000 Penalty: 4401.587402
	Iteration 20F: 3 clusters Score -1302114 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (28761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Entering Unmasked Estep 
Score: -5714161.000000 Penalty: 2546.160156
	Iteration 0F: 2 clusters Score -5714161 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14447 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -5695253.000000 Penalty: 5092.320312
	Iteration 0F: 3 clusters Score -5695253 nChanged 12924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -5702271.500000 Penalty: 5092.320312
	Iteration 1F: 3 clusters Score -5702272 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -5702693.000000 Penalty: 5092.320312
	Iteration 2Q: 3 clusters Score -5702693 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14894 members 
Mstep: Class 2 contains 13867 members 
Entering Unmasked Estep 
Score: -5703093.500000 Penalty: 5092.320312
	Iteration 3Q: 3 clusters Score -5703094 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15076 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -5703464.500000 Penalty: 5092.320312
	Iteration 4Q: 3 clusters Score -5703464 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -5703799.000000 Penalty: 5092.320312
	Iteration 5Q: 3 clusters Score -5703799 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15485 members 
Mstep: Class 2 contains 13276 members 
Entering Unmasked Estep 
Score: -5704174.500000 Penalty: 5092.320312
	Iteration 6Q: 3 clusters Score -5704174 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15745 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -5704632.000000 Penalty: 5092.320312
	Iteration 7Q: 3 clusters Score -5704632 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16036 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -5705184.000000 Penalty: 5092.320312
	Iteration 8Q: 3 clusters Score -5705184 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16336 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -5705963.500000 Penalty: 5092.320312
	Iteration 9Q: 3 clusters Score -5705964 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16594 members 
Mstep: Class 2 contains 12167 members 
Entering Unmasked Estep 
Score: -5706893.500000 Penalty: 5092.320312
	Iteration 10Q: 3 clusters Score -5706894 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16749 members 
Mstep: Class 2 contains 12012 members 
Entering Unmasked Estep 
Score: -5707870.000000 Penalty: 5092.320312
	Iteration 11F: 3 clusters Score -5707870 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 11934 members 
Entering Unmasked Estep 
Score: -5708564.500000 Penalty: 5092.320312
	Iteration 12Q: 3 clusters Score -5708564 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -5709029.500000 Penalty: 5092.320312
	Iteration 13Q: 3 clusters Score -5709030 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16802 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -5709321.000000 Penalty: 5092.320312
	Iteration 14Q: 3 clusters Score -5709321 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16759 members 
Mstep: Class 2 contains 12002 members 
Entering Unmasked Estep 
Score: -5709578.000000 Penalty: 5092.320312
	Iteration 15Q: 3 clusters Score -5709578 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -5709789.500000 Penalty: 5092.320312
	Iteration 16Q: 3 clusters Score -5709790 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16587 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -5710010.500000 Penalty: 5092.320312
	Iteration 17Q: 3 clusters Score -5710010 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16428 members 
Mstep: Class 2 contains 12333 members 
Entering Unmasked Estep 
Score: -5710218.500000 Penalty: 5092.320312
	Iteration 18Q: 3 clusters Score -5710218 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16304 members 
Mstep: Class 2 contains 12457 members 
Entering Unmasked Estep 
Score: -5710434.500000 Penalty: 5092.320312
	Iteration 19Q: 3 clusters Score -5710434 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16216 members 
Mstep: Class 2 contains 12545 members 
Entering Unmasked Estep 
Score: -5710583.500000 Penalty: 5092.320312
	Iteration 20F: 3 clusters Score -5710584 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -5710736.000000 Penalty: 5092.320312
	Iteration 21Q: 3 clusters Score -5710736 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16046 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -5710802.000000 Penalty: 5092.320312
	Iteration 22Q: 3 clusters Score -5710802 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15956 members 
Mstep: Class 2 contains 12805 members 
Entering Unmasked Estep 
Score: -5710900.500000 Penalty: 5092.320312
	Iteration 23Q: 3 clusters Score -5710900 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15906 members 
Mstep: Class 2 contains 12855 members 
Entering Unmasked Estep 
Score: -5710923.500000 Penalty: 5092.320312
	Iteration 24Q: 3 clusters Score -5710924 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15822 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -5710980.000000 Penalty: 5092.320312
	Iteration 25Q: 3 clusters Score -5710980 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15736 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -5711007.000000 Penalty: 5092.320312
	Iteration 26Q: 3 clusters Score -5711007 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 13133 members 
Entering Unmasked Estep 
Score: -5711015.500000 Penalty: 5092.320312
	Iteration 27Q: 3 clusters Score -5711016 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 13231 members 
Entering Unmasked Estep 
Score: -5711018.000000 Penalty: 5092.320312
	Iteration 28Q: 3 clusters Score -5711018 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15422 members 
Mstep: Class 2 contains 13339 members 
Entering Unmasked Estep 
Score: -5711044.000000 Penalty: 5092.320312
	Iteration 29Q: 3 clusters Score -5711044 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -5711051.000000 Penalty: 5092.320312
	Iteration 30Q: 3 clusters Score -5711051 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15270 members 
Mstep: Class 2 contains 13491 members 
Entering Unmasked Estep 
Score: -5711061.500000 Penalty: 5092.320312
	Iteration 31Q: 3 clusters Score -5711062 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15212 members 
Mstep: Class 2 contains 13549 members 
Entering Unmasked Estep 
Score: -5711060.500000 Penalty: 5092.320312
	Iteration 32Q: 3 clusters Score -5711060 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15136 members 
Mstep: Class 2 contains 13625 members 
Entering Unmasked Estep 
Score: -5711056.500000 Penalty: 5092.320312
	Iteration 33Q: 3 clusters Score -5711056 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15048 members 
Mstep: Class 2 contains 13713 members 
Entering Unmasked Estep 
Score: -5711063.500000 Penalty: 5092.320312
	Iteration 34Q: 3 clusters Score -5711064 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14961 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -5711045.500000 Penalty: 5092.320312
	Iteration 35Q: 3 clusters Score -5711046 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14842 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -5711042.500000 Penalty: 5092.320312
	Iteration 36Q: 3 clusters Score -5711042 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14704 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
Score: -5711042.000000 Penalty: 5092.320312
	Iteration 37Q: 3 clusters Score -5711042 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14554 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -5711030.000000 Penalty: 5092.320312
	Iteration 38Q: 3 clusters Score -5711030 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -5711030.500000 Penalty: 5092.320312
	Iteration 39Q: 3 clusters Score -5711030 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 14425 members 
Entering Unmasked Estep 
Score: -5711037.500000 Penalty: 5092.320312
	Iteration 40F: 3 clusters Score -5711038 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14249 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5711029.000000 Penalty: 5092.320312
	Iteration 41Q: 3 clusters Score -5711029 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -5711013.500000 Penalty: 5092.320312
	Iteration 42Q: 3 clusters Score -5711014 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14060 members 
Mstep: Class 2 contains 14701 members 
Entering Unmasked Estep 
Score: -5711012.500000 Penalty: 5092.320312
	Iteration 43Q: 3 clusters Score -5711012 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 14815 members 
Entering Unmasked Estep 
Score: -5711027.000000 Penalty: 5092.320312
	Iteration 44Q: 3 clusters Score -5711027 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13843 members 
Mstep: Class 2 contains 14918 members 
Entering Unmasked Estep 
Score: -5711016.000000 Penalty: 5092.320312
	Iteration 45Q: 3 clusters Score -5711016 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13769 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -5711014.500000 Penalty: 5092.320312
	Iteration 46Q: 3 clusters Score -5711014 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 15063 members 
Entering Unmasked Estep 
Score: -5711006.500000 Penalty: 5092.320312
	Iteration 47Q: 3 clusters Score -5711006 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 15135 members 
Entering Unmasked Estep 
Score: -5711015.500000 Penalty: 5092.320312
	Iteration 48Q: 3 clusters Score -5711016 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13565 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -5711007.000000 Penalty: 5092.320312
	Iteration 49Q: 3 clusters Score -5711007 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13507 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -5711004.000000 Penalty: 5092.320312
	Iteration 50Q: 3 clusters Score -5711004 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13438 members 
Mstep: Class 2 contains 15323 members 
Entering Unmasked Estep 
Score: -5710982.000000 Penalty: 5092.320312
	Iteration 51Q: 3 clusters Score -5710982 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13373 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -5710991.000000 Penalty: 5092.320312
	Iteration 52Q: 3 clusters Score -5710991 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 15484 members 
Entering Unmasked Estep 
Score: -5710984.500000 Penalty: 5092.320312
	Iteration 53Q: 3 clusters Score -5710984 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -5710988.500000 Penalty: 5092.320312
	Iteration 54Q: 3 clusters Score -5710988 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13128 members 
Mstep: Class 2 contains 15633 members 
Entering Unmasked Estep 
Score: -5710985.000000 Penalty: 5092.320312
	Iteration 55Q: 3 clusters Score -5710985 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13048 members 
Mstep: Class 2 contains 15713 members 
Entering Unmasked Estep 
Score: -5710971.500000 Penalty: 5092.320312
	Iteration 56Q: 3 clusters Score -5710972 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12983 members 
Mstep: Class 2 contains 15778 members 
Entering Unmasked Estep 
Score: -5710985.500000 Penalty: 5092.320312
	Iteration 57Q: 3 clusters Score -5710986 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 15831 members 
Entering Unmasked Estep 
Score: -5710987.500000 Penalty: 5092.320312
	Iteration 58Q: 3 clusters Score -5710988 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12876 members 
Mstep: Class 2 contains 15885 members 
Entering Unmasked Estep 
Score: -5710990.500000 Penalty: 5092.320312
	Iteration 59Q: 3 clusters Score -5710990 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12823 members 
Mstep: Class 2 contains 15938 members 
Entering Unmasked Estep 
Score: -5710974.000000 Penalty: 5092.320312
	Iteration 60F: 3 clusters Score -5710974 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 15988 members 
Entering Unmasked Estep 
Score: -5710964.000000 Penalty: 5092.320312
	Iteration 61Q: 3 clusters Score -5710964 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12726 members 
Mstep: Class 2 contains 16035 members 
Entering Unmasked Estep 
Score: -5710953.000000 Penalty: 5092.320312
	Iteration 62Q: 3 clusters Score -5710953 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12675 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -5710956.500000 Penalty: 5092.320312
	Iteration 63Q: 3 clusters Score -5710956 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12637 members 
Mstep: Class 2 contains 16124 members 
Entering Unmasked Estep 
Score: -5710965.000000 Penalty: 5092.320312
	Iteration 64Q: 3 clusters Score -5710965 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12601 members 
Mstep: Class 2 contains 16160 members 
Entering Unmasked Estep 
Score: -5710944.500000 Penalty: 5092.320312
	Iteration 65Q: 3 clusters Score -5710944 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 16188 members 
Entering Unmasked Estep 
Score: -5710953.000000 Penalty: 5092.320312
	Iteration 66Q: 3 clusters Score -5710953 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12536 members 
Mstep: Class 2 contains 16225 members 
Entering Unmasked Estep 
Score: -5710950.000000 Penalty: 5092.320312
	Iteration 67Q: 3 clusters Score -5710950 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12495 members 
Mstep: Class 2 contains 16266 members 
Entering Unmasked Estep 
Score: -5710947.000000 Penalty: 5092.320312
	Iteration 68Q: 3 clusters Score -5710947 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12449 members 
Mstep: Class 2 contains 16312 members 
Entering Unmasked Estep 
Score: -5710948.500000 Penalty: 5092.320312
	Iteration 69Q: 3 clusters Score -5710948 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12405 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -5710954.500000 Penalty: 5092.320312
	Iteration 70Q: 3 clusters Score -5710954 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12355 members 
Mstep: Class 2 contains 16406 members 
Entering Unmasked Estep 
Score: -5710964.500000 Penalty: 5092.320312
	Iteration 71Q: 3 clusters Score -5710964 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12291 members 
Mstep: Class 2 contains 16470 members 
Entering Unmasked Estep 
Score: -5710949.000000 Penalty: 5092.320312
	Iteration 72Q: 3 clusters Score -5710949 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12239 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -5710932.000000 Penalty: 5092.320312
	Iteration 73Q: 3 clusters Score -5710932 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 16568 members 
Entering Unmasked Estep 
Score: -5710921.500000 Penalty: 5092.320312
	Iteration 74Q: 3 clusters Score -5710922 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12146 members 
Mstep: Class 2 contains 16615 members 
Entering Unmasked Estep 
Score: -5710931.500000 Penalty: 5092.320312
	Iteration 75Q: 3 clusters Score -5710932 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12120 members 
Mstep: Class 2 contains 16641 members 
Entering Unmasked Estep 
Score: -5710935.500000 Penalty: 5092.320312
	Iteration 76Q: 3 clusters Score -5710936 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12103 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -5710932.500000 Penalty: 5092.320312
	Iteration 77Q: 3 clusters Score -5710932 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12081 members 
Mstep: Class 2 contains 16680 members 
Entering Unmasked Estep 
Score: -5710932.500000 Penalty: 5092.320312
	Iteration 78Q: 3 clusters Score -5710932 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12040 members 
Mstep: Class 2 contains 16721 members 
Entering Unmasked Estep 
Score: -5710937.000000 Penalty: 5092.320312
	Iteration 79Q: 3 clusters Score -5710937 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12013 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -5710932.500000 Penalty: 5092.320312
	Iteration 80F: 3 clusters Score -5710932 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11984 members 
Mstep: Class 2 contains 16777 members 
Entering Unmasked Estep 
Score: -5710934.500000 Penalty: 5092.320312
	Iteration 81Q: 3 clusters Score -5710934 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11946 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -5710931.500000 Penalty: 5092.320312
	Iteration 82Q: 3 clusters Score -5710932 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11918 members 
Mstep: Class 2 contains 16843 members 
Entering Unmasked Estep 
Score: -5710936.000000 Penalty: 5092.320312
	Iteration 83Q: 3 clusters Score -5710936 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11897 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -5710945.500000 Penalty: 5092.320312
	Iteration 84Q: 3 clusters Score -5710946 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11890 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -5710946.000000 Penalty: 5092.320312
	Iteration 85Q: 3 clusters Score -5710946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 16877 members 
Entering Unmasked Estep 
Score: -5710946.500000 Penalty: 5092.320312
	Iteration 86Q: 3 clusters Score -5710946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11878 members 
Mstep: Class 2 contains 16883 members 
Entering Unmasked Estep 
Score: -5710942.500000 Penalty: 5092.320312
	Iteration 87Q: 3 clusters Score -5710942 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11869 members 
Mstep: Class 2 contains 16892 members 
Entering Unmasked Estep 
Score: -5710946.000000 Penalty: 5092.320312
	Iteration 88Q: 3 clusters Score -5710946 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11865 members 
Mstep: Class 2 contains 16896 members 
Entering Unmasked Estep 
Score: -5710948.000000 Penalty: 5092.320312
	Iteration 89Q: 3 clusters Score -5710948 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -5710941.000000 Penalty: 5092.320312
	Iteration 90Q: 3 clusters Score -5710941 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11852 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 11848 members 
Mstep: Class 2 contains 16913 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -5710944 nChanged 2
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Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5710940 nChanged 2
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Mstep: Class 1 contains 11844 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -5710942 nChanged 2
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Mstep: Class 1 contains 11842 members 
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Mstep: Class 1 contains 11839 members 
Mstep: Class 2 contains 16922 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5710940 nChanged 2
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -5710940 nChanged 4
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Mstep: Class 1 contains 11833 members 
Mstep: Class 2 contains 16928 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -5710941 nChanged 4
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	Iteration 99Q: 3 clusters Score -5710949 nChanged 4
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Mstep: Class 1 contains 11827 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -5710935 nChanged 1
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Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 16935 members 
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	Iteration 101Q: 3 clusters Score -5710936 nChanged 2
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Mstep: Class 1 contains 11824 members 
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	Iteration 102Q: 3 clusters Score -5710940 nChanged 1
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Mstep: Class 1 contains 11823 members 
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	Iteration 103Q: 3 clusters Score -5710937 nChanged 2
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Mstep: Class 1 contains 11821 members 
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	Iteration 104Q: 3 clusters Score -5710938 nChanged 5
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Mstep: Class 1 contains 11816 members 
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	Iteration 105Q: 3 clusters Score -5710937 nChanged 5
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Mstep: Class 1 contains 11811 members 
Mstep: Class 2 contains 16950 members 
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	Iteration 106Q: 3 clusters Score -5710936 nChanged 8
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -5710934 nChanged 11
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Mstep: Class 1 contains 11792 members 
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -5710924 nChanged 9
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	Iteration 109Q: 3 clusters Score -5710931 nChanged 6
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Mstep: Class 1 contains 11777 members 
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	Iteration 110Q: 3 clusters Score -5710930 nChanged 14
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Mstep: Class 1 contains 11765 members 
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	Iteration 111Q: 3 clusters Score -5710932 nChanged 17
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Mstep: Class 1 contains 11750 members 
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	Iteration 112Q: 3 clusters Score -5710942 nChanged 17
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	Iteration 113Q: 3 clusters Score -5710927 nChanged 21
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Mstep: Class 1 contains 11712 members 
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	Iteration 114Q: 3 clusters Score -5710922 nChanged 19
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	Iteration 115Q: 3 clusters Score -5710936 nChanged 19
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Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -5710928 nChanged 21
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Mstep: Class 1 contains 11629 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5710924 nChanged 42
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	Iteration 120F: 3 clusters Score -5710920 nChanged 32
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	Iteration 124Q: 3 clusters Score -5710911 nChanged 22
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	Iteration 125Q: 3 clusters Score -5710920 nChanged 33
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	Iteration 126Q: 3 clusters Score -5710922 nChanged 35
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	Iteration 127Q: 3 clusters Score -5710910 nChanged 39
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	Iteration 128Q: 3 clusters Score -5710920 nChanged 21
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	Iteration 129Q: 3 clusters Score -5710898 nChanged 33
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	Iteration 130Q: 3 clusters Score -5710894 nChanged 40
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	Iteration 140F: 3 clusters Score -5710880 nChanged 45
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	Iteration 152Q: 3 clusters Score -5710867 nChanged 36
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	Iteration 154Q: 3 clusters Score -5710877 nChanged 57
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	Iteration 155Q: 3 clusters Score -5710870 nChanged 57
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	Iteration 156Q: 3 clusters Score -5710856 nChanged 84
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	Iteration 157Q: 3 clusters Score -5710846 nChanged 69
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	Iteration 159Q: 3 clusters Score -5710852 nChanged 87
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	Iteration 160F: 3 clusters Score -5710841 nChanged 96
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Mstep: Class 1 contains 9045 members 
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	Iteration 167Q: 3 clusters Score -5710816 nChanged 184
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Mstep: Class 1 contains 7356 members 
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Mstep: Class 1 contains 4984 members 
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	Iteration 180F: 3 clusters Score -5710678 nChanged 423
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Mstep: Class 1 contains 4561 members 
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Mstep: Class 1 contains 4163 members 
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	Iteration 182Q: 3 clusters Score -5710758 nChanged 367
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Mstep: Class 1 contains 3798 members 
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	Iteration 183Q: 3 clusters Score -5710808 nChanged 356
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Score: -5710845.000000 Penalty: 5092.320312
	Iteration 184Q: 3 clusters Score -5710845 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 25682 members 
Entering Unmasked Estep 
Score: -5710888.500000 Penalty: 5092.320312
	Iteration 185Q: 3 clusters Score -5710888 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -5711009.000000 Penalty: 5092.320312
	Iteration 186Q: 3 clusters Score -5711009 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 26298 members 
Entering Unmasked Estep 
Score: -5711147.000000 Penalty: 5092.320312
	Iteration 187Q: 3 clusters Score -5711147 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 26544 members 
Entering Unmasked Estep 
Score: -5711279.000000 Penalty: 5092.320312
	Iteration 188Q: 3 clusters Score -5711279 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -5711381.500000 Penalty: 5092.320312
	Iteration 189Q: 3 clusters Score -5711382 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 26992 members 
Entering Unmasked Estep 
Score: -5711499.500000 Penalty: 5092.320312
	Iteration 190Q: 3 clusters Score -5711500 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 27172 members 
Entering Unmasked Estep 
Score: -5711603.500000 Penalty: 5092.320312
	Iteration 191Q: 3 clusters Score -5711604 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -5711670.500000 Penalty: 5092.320312
	Iteration 192Q: 3 clusters Score -5711670 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 27439 members 
Entering Unmasked Estep 
Score: -5711741.500000 Penalty: 5092.320312
	Iteration 193Q: 3 clusters Score -5711742 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -5711781.500000 Penalty: 5092.320312
	Iteration 194Q: 3 clusters Score -5711782 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 27634 members 
Entering Unmasked Estep 
Score: -5711814.000000 Penalty: 5092.320312
	Iteration 195Q: 3 clusters Score -5711814 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 27704 members 
Entering Unmasked Estep 
Score: -5711834.000000 Penalty: 5092.320312
	Iteration 196Q: 3 clusters Score -5711834 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 27775 members 
Entering Unmasked Estep 
Score: -5711862.000000 Penalty: 5092.320312
	Iteration 197Q: 3 clusters Score -5711862 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 27841 members 
Entering Unmasked Estep 
Score: -5711897.000000 Penalty: 5092.320312
	Iteration 198Q: 3 clusters Score -5711897 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 27893 members 
Entering Unmasked Estep 
Score: -5711918.000000 Penalty: 5092.320312
	Iteration 199Q: 3 clusters Score -5711918 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 27927 members 
Entering Unmasked Estep 
Score: -5711927.500000 Penalty: 5092.320312
	Iteration 200F: 3 clusters Score -5711928 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -5711933.500000 Penalty: 5092.320312
	Iteration 201Q: 3 clusters Score -5711934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -5711950.000000 Penalty: 5092.320312
	Iteration 202Q: 3 clusters Score -5711950 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 28001 members 
Entering Unmasked Estep 
Score: -5711957.000000 Penalty: 5092.320312
	Iteration 203Q: 3 clusters Score -5711957 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -5711963.500000 Penalty: 5092.320312
	Iteration 204Q: 3 clusters Score -5711964 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 28036 members 
Entering Unmasked Estep 
Score: -5711982.500000 Penalty: 5092.320312
	Iteration 205Q: 3 clusters Score -5711982 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 28051 members 
Entering Unmasked Estep 
Score: -5711994.000000 Penalty: 5092.320312
	Iteration 206Q: 3 clusters Score -5711994 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 28065 members 
Entering Unmasked Estep 
Score: -5711992.000000 Penalty: 5092.320312
	Iteration 207Q: 3 clusters Score -5711992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 28078 members 
Entering Unmasked Estep 
Score: -5712002.500000 Penalty: 5092.320312
	Iteration 208Q: 3 clusters Score -5712002 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -5712004.500000 Penalty: 5092.320312
	Iteration 209Q: 3 clusters Score -5712004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 28097 members 
Entering Unmasked Estep 
Score: -5712004.000000 Penalty: 5092.320312
	Iteration 210Q: 3 clusters Score -5712004 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 28099 members 
Entering Unmasked Estep 
Score: -5712007.000000 Penalty: 5092.320312
	Iteration 211Q: 3 clusters Score -5712007 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -5712006.000000 Penalty: 5092.320312
	Iteration 212Q: 3 clusters Score -5712006 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5712006.000000 Penalty: 5092.320312
	Iteration 213Q: 3 clusters Score -5712006 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -5712006.000000 Penalty: 5092.320312
	Iteration 214F: 3 clusters Score -5712006 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (44233 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44233 members 
Entering Unmasked Estep 
Score: -8492429.000000 Penalty: 2652.912109
	Iteration 0F: 2 clusters Score -8492429 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21860 members 
Mstep: Class 2 contains 22373 members 
Entering Unmasked Estep 
Score: -8465597.000000 Penalty: 5305.824219
	Iteration 0F: 3 clusters Score -8465597 nChanged 20339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20411 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -8476661.000000 Penalty: 5305.824219
	Iteration 1F: 3 clusters Score -8476661 nChanged 2014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 24604 members 
Entering Unmasked Estep 
Score: -8477262.000000 Penalty: 5305.824219
	Iteration 2Q: 3 clusters Score -8477262 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 25786 members 
Entering Unmasked Estep 
Score: -8478013.000000 Penalty: 5305.824219
	Iteration 3Q: 3 clusters Score -8478013 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 27347 members 
Entering Unmasked Estep 
Score: -8478942.000000 Penalty: 5305.824219
	Iteration 4Q: 3 clusters Score -8478942 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 29334 members 
Entering Unmasked Estep 
Score: -8480120.000000 Penalty: 5305.824219
	Iteration 5F: 3 clusters Score -8480120 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 31633 members 
Entering Unmasked Estep 
Score: -8481558.000000 Penalty: 5305.824219
	Iteration 6F: 3 clusters Score -8481558 nChanged 2648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10082 members 
Mstep: Class 2 contains 34151 members 
Entering Unmasked Estep 
Score: -8483282.000000 Penalty: 5305.824219
	Iteration 7F: 3 clusters Score -8483282 nChanged 2498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 36541 members 
Entering Unmasked Estep 
Score: -8484948.000000 Penalty: 5305.824219
	Iteration 8F: 3 clusters Score -8484948 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5687 members 
Mstep: Class 2 contains 38546 members 
Entering Unmasked Estep 
Score: -8486451.000000 Penalty: 5305.824219
	Iteration 9Q: 3 clusters Score -8486451 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -8487675.000000 Penalty: 5305.824219
	Iteration 10Q: 3 clusters Score -8487675 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3285 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -8488534.000000 Penalty: 5305.824219
	Iteration 11Q: 3 clusters Score -8488534 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -8489053.000000 Penalty: 5305.824219
	Iteration 12Q: 3 clusters Score -8489053 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -8489376.000000 Penalty: 5305.824219
	Iteration 13Q: 3 clusters Score -8489376 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1747 members 
Mstep: Class 2 contains 42486 members 
Entering Unmasked Estep 
Score: -8489602.000000 Penalty: 5305.824219
	Iteration 14Q: 3 clusters Score -8489602 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 42707 members 
Entering Unmasked Estep 
Score: -8489756.000000 Penalty: 5305.824219
	Iteration 15Q: 3 clusters Score -8489756 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 42861 members 
Entering Unmasked Estep 
Score: -8489866.000000 Penalty: 5305.824219
	Iteration 16Q: 3 clusters Score -8489866 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 42996 members 
Entering Unmasked Estep 
Score: -8489930.000000 Penalty: 5305.824219
	Iteration 17Q: 3 clusters Score -8489930 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -8490003.000000 Penalty: 5305.824219
	Iteration 18Q: 3 clusters Score -8490003 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -8490039.000000 Penalty: 5305.824219
	Iteration 19Q: 3 clusters Score -8490039 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 43206 members 
Entering Unmasked Estep 
Score: -8490069.000000 Penalty: 5305.824219
	Iteration 20F: 3 clusters Score -8490069 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 43252 members 
Entering Unmasked Estep 
Score: -8490104.000000 Penalty: 5305.824219
	Iteration 21Q: 3 clusters Score -8490104 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 43279 members 
Entering Unmasked Estep 
Score: -8490119.000000 Penalty: 5305.824219
	Iteration 22Q: 3 clusters Score -8490119 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8490131.000000 Penalty: 5305.824219
	Iteration 23Q: 3 clusters Score -8490131 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 43308 members 
Entering Unmasked Estep 
Score: -8490136.000000 Penalty: 5305.824219
	Iteration 24Q: 3 clusters Score -8490136 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 908 members 
Mstep: Class 2 contains 43325 members 
Entering Unmasked Estep 
Score: -8490156.000000 Penalty: 5305.824219
	Iteration 25Q: 3 clusters Score -8490156 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 43338 members 
Entering Unmasked Estep 
Score: -8490169.000000 Penalty: 5305.824219
	Iteration 26Q: 3 clusters Score -8490169 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 43346 members 
Entering Unmasked Estep 
Score: -8490182.000000 Penalty: 5305.824219
	Iteration 27Q: 3 clusters Score -8490182 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43348 members 
Entering Unmasked Estep 
Score: -8490194.000000 Penalty: 5305.824219
	Iteration 28Q: 3 clusters Score -8490194 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 43353 members 
Entering Unmasked Estep 
Score: -8490184.000000 Penalty: 5305.824219
	Iteration 29Q: 3 clusters Score -8490184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 43358 members 
Entering Unmasked Estep 
Score: -8490185.000000 Penalty: 5305.824219
	Iteration 30Q: 3 clusters Score -8490185 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 43366 members 
Entering Unmasked Estep 
Score: -8490197.000000 Penalty: 5305.824219
	Iteration 31Q: 3 clusters Score -8490197 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 43368 members 
Entering Unmasked Estep 
Score: -8490204.000000 Penalty: 5305.824219
	Iteration 32Q: 3 clusters Score -8490204 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -8490205.000000 Penalty: 5305.824219
	Iteration 33Q: 3 clusters Score -8490205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43370 members 
Entering Unmasked Estep 
Score: -8490205.000000 Penalty: 5305.824219
	Iteration 34Q: 3 clusters Score -8490205 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -8490209.000000 Penalty: 5305.824219
	Iteration 35Q: 3 clusters Score -8490209 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 43373 members 
Entering Unmasked Estep 
Score: -8490209.000000 Penalty: 5305.824219
	Iteration 36Q: 3 clusters Score -8490209 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 43378 members 
Entering Unmasked Estep 
Score: -8490217.000000 Penalty: 5305.824219
	Iteration 37Q: 3 clusters Score -8490217 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8490202.000000 Penalty: 5305.824219
	Iteration 38Q: 3 clusters Score -8490202 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 43385 members 
Entering Unmasked Estep 
Score: -8490211.000000 Penalty: 5305.824219
	Iteration 39Q: 3 clusters Score -8490211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -8490210.000000 Penalty: 5305.824219
	Iteration 40F: 3 clusters Score -8490210 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -8490210.000000 Penalty: 5305.824219
	Iteration 41Q: 3 clusters Score -8490210 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -8490215.000000 Penalty: 5305.824219
	Iteration 42Q: 3 clusters Score -8490215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 845 members 
Mstep: Class 2 contains 43388 members 
Entering Unmasked Estep 
Score: -8490218.000000 Penalty: 5305.824219
	Iteration 43Q: 3 clusters Score -8490218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 43390 members 
Entering Unmasked Estep 
Score: -8490214.000000 Penalty: 5305.824219
	Iteration 44Q: 3 clusters Score -8490214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 43391 members 
Entering Unmasked Estep 
Score: -8490211.000000 Penalty: 5305.824219
	Iteration 45Q: 3 clusters Score -8490211 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 43392 members 
Entering Unmasked Estep 
Score: -8490216.000000 Penalty: 5305.824219
	Iteration 46Q: 3 clusters Score -8490216 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 43395 members 
Entering Unmasked Estep 
Score: -8490215.000000 Penalty: 5305.824219
	Iteration 47Q: 3 clusters Score -8490215 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 43398 members 
Entering Unmasked Estep 
Score: -8490223.000000 Penalty: 5305.824219
	Iteration 48Q: 3 clusters Score -8490223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -8490217.000000 Penalty: 5305.824219
	Iteration 49Q: 3 clusters Score -8490217 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -8490215.000000 Penalty: 5305.824219
	Iteration 50Q: 3 clusters Score -8490215 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 43399 members 
Entering Unmasked Estep 
Score: -8490215.000000 Penalty: 5305.824219
	Iteration 51F: 3 clusters Score -8490215 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (4827 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Entering Unmasked Estep 
Score: -899190.437500 Penalty: 2103.531006
	Iteration 0F: 2 clusters Score -899190.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -894843.000000 Penalty: 4207.062012
	Iteration 0F: 3 clusters Score -894843 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 2623 members 
Entering Unmasked Estep 
Score: -895910.750000 Penalty: 4207.062012
	Iteration 1F: 3 clusters Score -895910.8 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -896200.875000 Penalty: 4207.062012
	Iteration 2F: 3 clusters Score -896200.9 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -896583.875000 Penalty: 4207.062012
	Iteration 3F: 3 clusters Score -896583.9 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -896967.437500 Penalty: 4207.062012
	Iteration 4F: 3 clusters Score -896967.4 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -897316.812500 Penalty: 4207.062012
	Iteration 5F: 3 clusters Score -897316.8 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1434 members 
Mstep: Class 2 contains 3393 members 
Entering Unmasked Estep 
Score: -897594.812500 Penalty: 4207.062012
	Iteration 6F: 3 clusters Score -897594.8 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 3504 members 
Entering Unmasked Estep 
Score: -897765.625000 Penalty: 4207.062012
	Iteration 7Q: 3 clusters Score -897765.6 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -897860.812500 Penalty: 4207.062012
	Iteration 8Q: 3 clusters Score -897860.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -897915.625000 Penalty: 4207.062012
	Iteration 9Q: 3 clusters Score -897915.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 3693 members 
Entering Unmasked Estep 
Score: -897953.500000 Penalty: 4207.062012
	Iteration 10Q: 3 clusters Score -897953.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -897973.812500 Penalty: 4207.062012
	Iteration 11Q: 3 clusters Score -897973.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 3740 members 
Entering Unmasked Estep 
Score: -897987.125000 Penalty: 4207.062012
	Iteration 12Q: 3 clusters Score -897987.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 3760 members 
Entering Unmasked Estep 
Score: -898001.000000 Penalty: 4207.062012
	Iteration 13Q: 3 clusters Score -898001 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 3777 members 
Entering Unmasked Estep 
Score: -898005.250000 Penalty: 4207.062012
	Iteration 14Q: 3 clusters Score -898005.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1039 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -898010.812500 Penalty: 4207.062012
	Iteration 15Q: 3 clusters Score -898010.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 3796 members 
Entering Unmasked Estep 
Score: -898016.812500 Penalty: 4207.062012
	Iteration 16Q: 3 clusters Score -898016.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -898017.500000 Penalty: 4207.062012
	Iteration 17Q: 3 clusters Score -898017.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 3800 members 
Entering Unmasked Estep 
Score: -898017.312500 Penalty: 4207.062012
	Iteration 18Q: 3 clusters Score -898017.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 3801 members 
Entering Unmasked Estep 
Score: -898017.750000 Penalty: 4207.062012
	Iteration 19Q: 3 clusters Score -898017.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 3802 members 
Entering Unmasked Estep 
Score: -898019.125000 Penalty: 4207.062012
	Iteration 20F: 3 clusters Score -898019.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 3804 members 
Entering Unmasked Estep 
Score: -898019.437500 Penalty: 4207.062012
	Iteration 21Q: 3 clusters Score -898019.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -898019.062500 Penalty: 4207.062012
	Iteration 22Q: 3 clusters Score -898019.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3805 members 
Entering Unmasked Estep 
Score: -898019.062500 Penalty: 4207.062012
	Iteration 23F: 3 clusters Score -898019.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (27746 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Entering Unmasked Estep 
Score: -5323117.500000 Penalty: 2537.250244
	Iteration 0F: 2 clusters Score -5323118 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13634 members 
Mstep: Class 2 contains 14112 members 
Entering Unmasked Estep 
Score: -5304380.500000 Penalty: 5074.500488
	Iteration 0F: 3 clusters Score -5304380 nChanged 12350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12360 members 
Mstep: Class 2 contains 15386 members 
Entering Unmasked Estep 
Score: -5311048.000000 Penalty: 5074.500488
	Iteration 1F: 3 clusters Score -5311048 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -5311550.000000 Penalty: 5074.500488
	Iteration 2F: 3 clusters Score -5311550 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10548 members 
Mstep: Class 2 contains 17198 members 
Entering Unmasked Estep 
Score: -5312159.500000 Penalty: 5074.500488
	Iteration 3Q: 3 clusters Score -5312160 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 18575 members 
Entering Unmasked Estep 
Score: -5312976.500000 Penalty: 5074.500488
	Iteration 4F: 3 clusters Score -5312976 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7332 members 
Mstep: Class 2 contains 20414 members 
Entering Unmasked Estep 
Score: -5314260.000000 Penalty: 5074.500488
	Iteration 5F: 3 clusters Score -5314260 nChanged 2111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5243 members 
Mstep: Class 2 contains 22503 members 
Entering Unmasked Estep 
Score: -5315933.000000 Penalty: 5074.500488
	Iteration 6F: 3 clusters Score -5315933 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -5317767.500000 Penalty: 5074.500488
	Iteration 7F: 3 clusters Score -5317768 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -5319244.500000 Penalty: 5074.500488
	Iteration 8F: 3 clusters Score -5319244 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 26985 members 
Entering Unmasked Estep 
Score: -5320095.000000 Penalty: 5074.500488
	Iteration 9Q: 3 clusters Score -5320095 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 27329 members 
Entering Unmasked Estep 
Score: -5320515.000000 Penalty: 5074.500488
	Iteration 10Q: 3 clusters Score -5320515 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 27437 members 
Entering Unmasked Estep 
Score: -5320666.000000 Penalty: 5074.500488
	Iteration 11Q: 3 clusters Score -5320666 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 27477 members 
Entering Unmasked Estep 
Score: -5320748.500000 Penalty: 5074.500488
	Iteration 12Q: 3 clusters Score -5320748 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 27496 members 
Entering Unmasked Estep 
Score: -5320784.000000 Penalty: 5074.500488
	Iteration 13Q: 3 clusters Score -5320784 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27506 members 
Entering Unmasked Estep 
Score: -5320799.000000 Penalty: 5074.500488
	Iteration 14Q: 3 clusters Score -5320799 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 27517 members 
Entering Unmasked Estep 
Score: -5320821.500000 Penalty: 5074.500488
	Iteration 15Q: 3 clusters Score -5320822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 27527 members 
Entering Unmasked Estep 
Score: -5320840.000000 Penalty: 5074.500488
	Iteration 16Q: 3 clusters Score -5320840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 27533 members 
Entering Unmasked Estep 
Score: -5320852.500000 Penalty: 5074.500488
	Iteration 17Q: 3 clusters Score -5320852 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 27537 members 
Entering Unmasked Estep 
Score: -5320866.500000 Penalty: 5074.500488
	Iteration 18Q: 3 clusters Score -5320866 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -5320884.000000 Penalty: 5074.500488
	Iteration 19Q: 3 clusters Score -5320884 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 27542 members 
Entering Unmasked Estep 
Score: -5320887.500000 Penalty: 5074.500488
	Iteration 20F: 3 clusters Score -5320888 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -5320888.500000 Penalty: 5074.500488
	Iteration 21Q: 3 clusters Score -5320888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -5320895.000000 Penalty: 5074.500488
	Iteration 22Q: 3 clusters Score -5320895 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -5320895.000000 Penalty: 5074.500488
	Iteration 23Q: 3 clusters Score -5320895 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 27544 members 
Entering Unmasked Estep 
Score: -5320900.500000 Penalty: 5074.500488
	Iteration 24Q: 3 clusters Score -5320900 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5320902.500000 Penalty: 5074.500488
	Iteration 25Q: 3 clusters Score -5320902 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 27545 members 
Entering Unmasked Estep 
Score: -5320902.500000 Penalty: 5074.500488
	Iteration 26F: 3 clusters Score -5320902 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (33618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33618 members 
Entering Unmasked Estep 
Score: -6476473.500000 Penalty: 2584.858643
	Iteration 0F: 2 clusters Score -6476474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16848 members 
Mstep: Class 2 contains 16770 members 
Entering Unmasked Estep 
Score: -6454952.000000 Penalty: 5169.717285
	Iteration 0F: 3 clusters Score -6454952 nChanged 15128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 16540 members 
Entering Unmasked Estep 
Score: -6463160.000000 Penalty: 5169.717285
	Iteration 1F: 3 clusters Score -6463160 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17317 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -6463613.000000 Penalty: 5169.717285
	Iteration 2Q: 3 clusters Score -6463613 nChanged 1330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 15953 members 
Entering Unmasked Estep 
Score: -6464036.500000 Penalty: 5169.717285
	Iteration 3Q: 3 clusters Score -6464036 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -6464483.500000 Penalty: 5169.717285
	Iteration 4Q: 3 clusters Score -6464484 nChanged 1384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18933 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -6464977.000000 Penalty: 5169.717285
	Iteration 5Q: 3 clusters Score -6464977 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 13702 members 
Entering Unmasked Estep 
Score: -6465689.500000 Penalty: 5169.717285
	Iteration 6Q: 3 clusters Score -6465690 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 12385 members 
Entering Unmasked Estep 
Score: -6466601.500000 Penalty: 5169.717285
	Iteration 7F: 3 clusters Score -6466602 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22884 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -6467792.000000 Penalty: 5169.717285
	Iteration 8F: 3 clusters Score -6467792 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24819 members 
Mstep: Class 2 contains 8799 members 
Entering Unmasked Estep 
Score: -6469200.500000 Penalty: 5169.717285
	Iteration 9F: 3 clusters Score -6469200 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26910 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -6470871.500000 Penalty: 5169.717285
	Iteration 10F: 3 clusters Score -6470872 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -6472330.500000 Penalty: 5169.717285
	Iteration 11F: 3 clusters Score -6472330 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -6473291.000000 Penalty: 5169.717285
	Iteration 12Q: 3 clusters Score -6473291 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -6473783.000000 Penalty: 5169.717285
	Iteration 13Q: 3 clusters Score -6473783 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31687 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -6474030.500000 Penalty: 5169.717285
	Iteration 14Q: 3 clusters Score -6474030 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32101 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -6474181.500000 Penalty: 5169.717285
	Iteration 15Q: 3 clusters Score -6474182 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32388 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6474231.000000 Penalty: 5169.717285
	Iteration 16Q: 3 clusters Score -6474231 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32593 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -6474270.500000 Penalty: 5169.717285
	Iteration 17Q: 3 clusters Score -6474270 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32749 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -6474281.000000 Penalty: 5169.717285
	Iteration 18Q: 3 clusters Score -6474281 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32861 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -6474320.000000 Penalty: 5169.717285
	Iteration 19Q: 3 clusters Score -6474320 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32944 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -6474321.000000 Penalty: 5169.717285
	Iteration 20F: 3 clusters Score -6474321 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33010 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -6474348.500000 Penalty: 5169.717285
	Iteration 21Q: 3 clusters Score -6474348 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33052 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -6474365.000000 Penalty: 5169.717285
	Iteration 22Q: 3 clusters Score -6474365 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33091 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -6474358.500000 Penalty: 5169.717285
	Iteration 23Q: 3 clusters Score -6474358 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33118 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -6474373.000000 Penalty: 5169.717285
	Iteration 24Q: 3 clusters Score -6474373 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33139 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -6474391.000000 Penalty: 5169.717285
	Iteration 25Q: 3 clusters Score -6474391 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33151 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6474393.500000 Penalty: 5169.717285
	Iteration 26Q: 3 clusters Score -6474394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33160 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6474391.500000 Penalty: 5169.717285
	Iteration 27Q: 3 clusters Score -6474392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33164 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6474393.500000 Penalty: 5169.717285
	Iteration 28Q: 3 clusters Score -6474394 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33166 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -6474387.500000 Penalty: 5169.717285
	Iteration 29Q: 3 clusters Score -6474388 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33170 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6474402.000000 Penalty: 5169.717285
	Iteration 30Q: 3 clusters Score -6474402 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33174 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -6474403.500000 Penalty: 5169.717285
	Iteration 31Q: 3 clusters Score -6474404 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33177 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6474403.500000 Penalty: 5169.717285
	Iteration 32Q: 3 clusters Score -6474404 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -6474404.000000 Penalty: 5169.717285
	Iteration 33Q: 3 clusters Score -6474404 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6474406.500000 Penalty: 5169.717285
	Iteration 34Q: 3 clusters Score -6474406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -6474406.500000 Penalty: 5169.717285
	Iteration 35F: 3 clusters Score -6474406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (268 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Entering Unmasked Estep 
Score: -28940.970703 Penalty: 1386.564819
	Iteration 0F: 2 clusters Score -28940.97 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -28332.132812 Penalty: 2773.129639
	Iteration 0F: 3 clusters Score -28332.13 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 99 members 
Entering Unmasked Estep 
Score: -28794.107422 Penalty: 2773.129639
	Iteration 1F: 3 clusters Score -28794.11 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -28901.109375 Penalty: 2773.129639
	Iteration 2Q: 3 clusters Score -28901.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -28981.992188 Penalty: 2773.129639
	Iteration 3Q: 3 clusters Score -28981.99 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -29000.947266 Penalty: 2773.129639
	Iteration 4Q: 3 clusters Score -29000.95 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -29066.394531 Penalty: 2773.129639
	Iteration 5Q: 3 clusters Score -29066.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -29138.562500 Penalty: 2773.129639
	Iteration 6Q: 3 clusters Score -29138.56 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 94 members 
Entering Unmasked Estep 
Score: -29159.455078 Penalty: 2773.129639
	Iteration 7Q: 3 clusters Score -29159.46 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -29171.861328 Penalty: 2773.129639
	Iteration 8Q: 3 clusters Score -29171.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -29175.882812 Penalty: 2773.129639
	Iteration 9Q: 3 clusters Score -29175.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 170 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -29179.330078 Penalty: 2773.129639
	Iteration 10Q: 3 clusters Score -29179.33 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -29192.046875 Penalty: 2773.129639
	Iteration 11Q: 3 clusters Score -29192.05 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -29213.726562 Penalty: 2773.129639
	Iteration 12Q: 3 clusters Score -29213.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29241.853516 Penalty: 2773.129639
	Iteration 13Q: 3 clusters Score -29241.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29245.742188 Penalty: 2773.129639
	Iteration 14Q: 3 clusters Score -29245.74 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29246.968750 Penalty: 2773.129639
	Iteration 15F: 3 clusters Score -29246.97 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -29255.683594 Penalty: 2773.129639
	Iteration 16Q: 3 clusters Score -29255.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29260.052734 Penalty: 2773.129639
	Iteration 17Q: 3 clusters Score -29260.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -29260.052734 Penalty: 2773.129639
	Iteration 18F: 3 clusters Score -29260.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28761 members 
Mstep: Class 3 contains 44233 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 27746 members 
Mstep: Class 6 contains 33618 members 
Mstep: Class 7 contains 164 members 
Mstep: Class 8 contains 47437 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 25408 members 
Mstep: Class 11 contains 52053 members 
Mstep: Class 12 contains 69826 members 
Mstep: Class 13 contains 52812 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 29695 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42643 members 
Mstep: Class 18 contains 46860 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22997 members 
Mstep: Class 22 contains 38214 members 
Mstep: Class 23 contains 17412 members 
Mstep: Class 24 contains 21252 members 
Mstep: Class 25 contains 104 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48369 members 
Mstep: Class 28 contains 21469 members 
Mstep: Class 29 contains 26401 members 
Mstep: Class 30 contains 59944 members 
Mstep: Class 31 contains 53670 members 
Mstep: Class 32 contains 66284 members 
Mstep: Class 33 contains 17913 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15003 members 
Mstep: Class 36 contains 46456 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28657 members 
Mstep: Class 40 contains 29468 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22533 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44868 members 
Entering Unmasked Estep 
Score: -207971024.000000 Penalty: 169222.343750
Splitting cluster 7 changes total score from -207972752.000000 to -207971024.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 8 (47437 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47437 members 
Entering Unmasked Estep 
Score: -9130612.000000 Penalty: 2670.255127
	Iteration 0F: 2 clusters Score -9130612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 23778 members 
Entering Unmasked Estep 
Score: -9105140.000000 Penalty: 5340.510254
	Iteration 0F: 3 clusters Score -9105140 nChanged 21904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23519 members 
Mstep: Class 2 contains 23918 members 
Entering Unmasked Estep 
Score: -9117357.000000 Penalty: 5340.510254
	Iteration 1F: 3 clusters Score -9117357 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23081 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -9118409.000000 Penalty: 5340.510254
	Iteration 2F: 3 clusters Score -9118409 nChanged 2613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22394 members 
Mstep: Class 2 contains 25043 members 
Entering Unmasked Estep 
Score: -9119853.000000 Penalty: 5340.510254
	Iteration 3F: 3 clusters Score -9119853 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21479 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -9121873.000000 Penalty: 5340.510254
	Iteration 4F: 3 clusters Score -9121873 nChanged 3187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20598 members 
Mstep: Class 2 contains 26839 members 
Entering Unmasked Estep 
Score: -9124992.000000 Penalty: 5340.510254
	Iteration 5F: 3 clusters Score -9124992 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 27376 members 
Entering Unmasked Estep 
Score: -9128104.000000 Penalty: 5340.510254
	Iteration 6F: 3 clusters Score -9128104 nChanged 2727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19794 members 
Mstep: Class 2 contains 27643 members 
Entering Unmasked Estep 
Score: -9130243.000000 Penalty: 5340.510254
	Iteration 7F: 3 clusters Score -9130243 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 27718 members 
Entering Unmasked Estep 
Score: -9131198.000000 Penalty: 5340.510254
	Iteration 8Q: 3 clusters Score -9131198 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19621 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -9131845.000000 Penalty: 5340.510254
	Iteration 9Q: 3 clusters Score -9131845 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 27970 members 
Entering Unmasked Estep 
Score: -9132286.000000 Penalty: 5340.510254
	Iteration 10Q: 3 clusters Score -9132286 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -9132607.000000 Penalty: 5340.510254
	Iteration 11Q: 3 clusters Score -9132607 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19118 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -9132773.000000 Penalty: 5340.510254
	Iteration 12Q: 3 clusters Score -9132773 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 28508 members 
Entering Unmasked Estep 
Score: -9132864.000000 Penalty: 5340.510254
	Iteration 13Q: 3 clusters Score -9132864 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18810 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -9132932.000000 Penalty: 5340.510254
	Iteration 14Q: 3 clusters Score -9132932 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 28778 members 
Entering Unmasked Estep 
Score: -9132949.000000 Penalty: 5340.510254
	Iteration 15Q: 3 clusters Score -9132949 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 28947 members 
Entering Unmasked Estep 
Score: -9132966.000000 Penalty: 5340.510254
	Iteration 16Q: 3 clusters Score -9132966 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 29137 members 
Entering Unmasked Estep 
Score: -9132989.000000 Penalty: 5340.510254
	Iteration 17Q: 3 clusters Score -9132989 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18071 members 
Mstep: Class 2 contains 29366 members 
Entering Unmasked Estep 
Score: -9132975.000000 Penalty: 5340.510254
	Iteration 18Q: 3 clusters Score -9132975 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 29511 members 
Entering Unmasked Estep 
Score: -9132962.000000 Penalty: 5340.510254
	Iteration 19Q: 3 clusters Score -9132962 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 29577 members 
Entering Unmasked Estep 
Score: -9132966.000000 Penalty: 5340.510254
	Iteration 20F: 3 clusters Score -9132966 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -9132998.000000 Penalty: 5340.510254
	Iteration 21Q: 3 clusters Score -9132998 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17709 members 
Mstep: Class 2 contains 29728 members 
Entering Unmasked Estep 
Score: -9132986.000000 Penalty: 5340.510254
	Iteration 22Q: 3 clusters Score -9132986 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17638 members 
Mstep: Class 2 contains 29799 members 
Entering Unmasked Estep 
Score: -9133018.000000 Penalty: 5340.510254
	Iteration 23Q: 3 clusters Score -9133018 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17545 members 
Mstep: Class 2 contains 29892 members 
Entering Unmasked Estep 
Score: -9133021.000000 Penalty: 5340.510254
	Iteration 24Q: 3 clusters Score -9133021 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 30012 members 
Entering Unmasked Estep 
Score: -9133030.000000 Penalty: 5340.510254
	Iteration 25Q: 3 clusters Score -9133030 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 30116 members 
Entering Unmasked Estep 
Score: -9133030.000000 Penalty: 5340.510254
	Iteration 26Q: 3 clusters Score -9133030 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17236 members 
Mstep: Class 2 contains 30201 members 
Entering Unmasked Estep 
Score: -9133023.000000 Penalty: 5340.510254
	Iteration 27Q: 3 clusters Score -9133023 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17106 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -9133000.000000 Penalty: 5340.510254
	Iteration 28Q: 3 clusters Score -9133000 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 30487 members 
Entering Unmasked Estep 
Score: -9132988.000000 Penalty: 5340.510254
	Iteration 29Q: 3 clusters Score -9132988 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16795 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -9132953.000000 Penalty: 5340.510254
	Iteration 30Q: 3 clusters Score -9132953 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 30795 members 
Entering Unmasked Estep 
Score: -9132948.000000 Penalty: 5340.510254
	Iteration 31Q: 3 clusters Score -9132948 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 30939 members 
Entering Unmasked Estep 
Score: -9132925.000000 Penalty: 5340.510254
	Iteration 32Q: 3 clusters Score -9132925 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16363 members 
Mstep: Class 2 contains 31074 members 
Entering Unmasked Estep 
Score: -9132921.000000 Penalty: 5340.510254
	Iteration 33Q: 3 clusters Score -9132921 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 31246 members 
Entering Unmasked Estep 
Score: -9132905.000000 Penalty: 5340.510254
	Iteration 34Q: 3 clusters Score -9132905 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15983 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -9132899.000000 Penalty: 5340.510254
	Iteration 35Q: 3 clusters Score -9132899 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15813 members 
Mstep: Class 2 contains 31624 members 
Entering Unmasked Estep 
Score: -9132895.000000 Penalty: 5340.510254
	Iteration 36Q: 3 clusters Score -9132895 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15584 members 
Mstep: Class 2 contains 31853 members 
Entering Unmasked Estep 
Score: -9132899.000000 Penalty: 5340.510254
	Iteration 37Q: 3 clusters Score -9132899 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15339 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -9132891.000000 Penalty: 5340.510254
	Iteration 38Q: 3 clusters Score -9132891 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 32289 members 
Entering Unmasked Estep 
Score: -9132894.000000 Penalty: 5340.510254
	Iteration 39Q: 3 clusters Score -9132894 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14971 members 
Mstep: Class 2 contains 32466 members 
Entering Unmasked Estep 
Score: -9132875.000000 Penalty: 5340.510254
	Iteration 40F: 3 clusters Score -9132875 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14872 members 
Mstep: Class 2 contains 32565 members 
Entering Unmasked Estep 
Score: -9132911.000000 Penalty: 5340.510254
	Iteration 41Q: 3 clusters Score -9132911 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -9132876.000000 Penalty: 5340.510254
	Iteration 42Q: 3 clusters Score -9132876 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14687 members 
Mstep: Class 2 contains 32750 members 
Entering Unmasked Estep 
Score: -9132868.000000 Penalty: 5340.510254
	Iteration 43Q: 3 clusters Score -9132868 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14596 members 
Mstep: Class 2 contains 32841 members 
Entering Unmasked Estep 
Score: -9132855.000000 Penalty: 5340.510254
	Iteration 44Q: 3 clusters Score -9132855 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 32895 members 
Entering Unmasked Estep 
Score: -9132840.000000 Penalty: 5340.510254
	Iteration 45Q: 3 clusters Score -9132840 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 32940 members 
Entering Unmasked Estep 
Score: -9132845.000000 Penalty: 5340.510254
	Iteration 46Q: 3 clusters Score -9132845 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -9132810.000000 Penalty: 5340.510254
	Iteration 47Q: 3 clusters Score -9132810 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 32965 members 
Entering Unmasked Estep 
Score: -9132815.000000 Penalty: 5340.510254
	Iteration 48Q: 3 clusters Score -9132815 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14455 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -9132813.000000 Penalty: 5340.510254
	Iteration 49Q: 3 clusters Score -9132813 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14440 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -9132815.000000 Penalty: 5340.510254
	Iteration 50Q: 3 clusters Score -9132815 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14391 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -9132829.000000 Penalty: 5340.510254
	Iteration 51Q: 3 clusters Score -9132829 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14341 members 
Mstep: Class 2 contains 33096 members 
Entering Unmasked Estep 
Score: -9132824.000000 Penalty: 5340.510254
	Iteration 52Q: 3 clusters Score -9132824 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -9132853.000000 Penalty: 5340.510254
	Iteration 53Q: 3 clusters Score -9132853 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14165 members 
Mstep: Class 2 contains 33272 members 
Entering Unmasked Estep 
Score: -9132830.000000 Penalty: 5340.510254
	Iteration 54Q: 3 clusters Score -9132830 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14074 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -9132817.000000 Penalty: 5340.510254
	Iteration 55Q: 3 clusters Score -9132817 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13964 members 
Mstep: Class 2 contains 33473 members 
Entering Unmasked Estep 
Score: -9132822.000000 Penalty: 5340.510254
	Iteration 56Q: 3 clusters Score -9132822 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13806 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -9132791.000000 Penalty: 5340.510254
	Iteration 57Q: 3 clusters Score -9132791 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 33770 members 
Entering Unmasked Estep 
Score: -9132810.000000 Penalty: 5340.510254
	Iteration 58Q: 3 clusters Score -9132810 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13492 members 
Mstep: Class 2 contains 33945 members 
Entering Unmasked Estep 
Score: -9132776.000000 Penalty: 5340.510254
	Iteration 59Q: 3 clusters Score -9132776 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13325 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -9132733.000000 Penalty: 5340.510254
	Iteration 60F: 3 clusters Score -9132733 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -9132756.000000 Penalty: 5340.510254
	Iteration 61Q: 3 clusters Score -9132756 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 34512 members 
Entering Unmasked Estep 
Score: -9132741.000000 Penalty: 5340.510254
	Iteration 62Q: 3 clusters Score -9132741 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -9132737.000000 Penalty: 5340.510254
	Iteration 63Q: 3 clusters Score -9132737 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12717 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -9132720.000000 Penalty: 5340.510254
	Iteration 64Q: 3 clusters Score -9132720 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12667 members 
Mstep: Class 2 contains 34770 members 
Entering Unmasked Estep 
Score: -9132722.000000 Penalty: 5340.510254
	Iteration 65Q: 3 clusters Score -9132722 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 34860 members 
Entering Unmasked Estep 
Score: -9132687.000000 Penalty: 5340.510254
	Iteration 66Q: 3 clusters Score -9132687 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 34937 members 
Entering Unmasked Estep 
Score: -9132677.000000 Penalty: 5340.510254
	Iteration 67Q: 3 clusters Score -9132677 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 34994 members 
Entering Unmasked Estep 
Score: -9132639.000000 Penalty: 5340.510254
	Iteration 68Q: 3 clusters Score -9132639 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -9132622.000000 Penalty: 5340.510254
	Iteration 69Q: 3 clusters Score -9132622 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12292 members 
Mstep: Class 2 contains 35145 members 
Entering Unmasked Estep 
Score: -9132595.000000 Penalty: 5340.510254
	Iteration 70Q: 3 clusters Score -9132595 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12218 members 
Mstep: Class 2 contains 35219 members 
Entering Unmasked Estep 
Score: -9132601.000000 Penalty: 5340.510254
	Iteration 71Q: 3 clusters Score -9132601 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12159 members 
Mstep: Class 2 contains 35278 members 
Entering Unmasked Estep 
Score: -9132571.000000 Penalty: 5340.510254
	Iteration 72Q: 3 clusters Score -9132571 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -9132547.000000 Penalty: 5340.510254
	Iteration 73Q: 3 clusters Score -9132547 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 35428 members 
Entering Unmasked Estep 
Score: -9132533.000000 Penalty: 5340.510254
	Iteration 74Q: 3 clusters Score -9132533 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -9132542.000000 Penalty: 5340.510254
	Iteration 75Q: 3 clusters Score -9132542 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11820 members 
Mstep: Class 2 contains 35617 members 
Entering Unmasked Estep 
Score: -9132526.000000 Penalty: 5340.510254
	Iteration 76Q: 3 clusters Score -9132526 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11748 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -9132511.000000 Penalty: 5340.510254
	Iteration 77Q: 3 clusters Score -9132511 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11639 members 
Mstep: Class 2 contains 35798 members 
Entering Unmasked Estep 
Score: -9132450.000000 Penalty: 5340.510254
	Iteration 78Q: 3 clusters Score -9132450 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11552 members 
Mstep: Class 2 contains 35885 members 
Entering Unmasked Estep 
Score: -9132424.000000 Penalty: 5340.510254
	Iteration 79Q: 3 clusters Score -9132424 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -9132390.000000 Penalty: 5340.510254
	Iteration 80F: 3 clusters Score -9132390 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 36029 members 
Entering Unmasked Estep 
Score: -9132385.000000 Penalty: 5340.510254
	Iteration 81Q: 3 clusters Score -9132385 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11323 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -9132382.000000 Penalty: 5340.510254
	Iteration 82Q: 3 clusters Score -9132382 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11268 members 
Mstep: Class 2 contains 36169 members 
Entering Unmasked Estep 
Score: -9132371.000000 Penalty: 5340.510254
	Iteration 83Q: 3 clusters Score -9132371 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 36199 members 
Entering Unmasked Estep 
Score: -9132368.000000 Penalty: 5340.510254
	Iteration 84Q: 3 clusters Score -9132368 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 36230 members 
Entering Unmasked Estep 
Score: -9132365.000000 Penalty: 5340.510254
	Iteration 85Q: 3 clusters Score -9132365 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11184 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -9132369.000000 Penalty: 5340.510254
	Iteration 86Q: 3 clusters Score -9132369 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -9132350.000000 Penalty: 5340.510254
	Iteration 87Q: 3 clusters Score -9132350 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11137 members 
Mstep: Class 2 contains 36300 members 
Entering Unmasked Estep 
Score: -9132328.000000 Penalty: 5340.510254
	Iteration 88Q: 3 clusters Score -9132328 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 36321 members 
Entering Unmasked Estep 
Score: -9132318.000000 Penalty: 5340.510254
	Iteration 89Q: 3 clusters Score -9132318 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11097 members 
Mstep: Class 2 contains 36340 members 
Entering Unmasked Estep 
Score: -9132331.000000 Penalty: 5340.510254
	Iteration 90Q: 3 clusters Score -9132331 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11090 members 
Mstep: Class 2 contains 36347 members 
Entering Unmasked Estep 
Score: -9132332.000000 Penalty: 5340.510254
	Iteration 91Q: 3 clusters Score -9132332 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 36356 members 
Entering Unmasked Estep 
Score: -9132322.000000 Penalty: 5340.510254
	Iteration 92Q: 3 clusters Score -9132322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11077 members 
Mstep: Class 2 contains 36360 members 
Entering Unmasked Estep 
Score: -9132317.000000 Penalty: 5340.510254
	Iteration 93Q: 3 clusters Score -9132317 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 36361 members 
Entering Unmasked Estep 
Score: -9132322.000000 Penalty: 5340.510254
	Iteration 94Q: 3 clusters Score -9132322 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11074 members 
Mstep: Class 2 contains 36363 members 
Entering Unmasked Estep 
Score: -9132324.000000 Penalty: 5340.510254
	Iteration 95Q: 3 clusters Score -9132324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -9132318.000000 Penalty: 5340.510254
	Iteration 96Q: 3 clusters Score -9132318 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11072 members 
Mstep: Class 2 contains 36365 members 
Entering Unmasked Estep 
Score: -9132323.000000 Penalty: 5340.510254
	Iteration 97Q: 3 clusters Score -9132323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -9132318.000000 Penalty: 5340.510254
	Iteration 98Q: 3 clusters Score -9132318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 36364 members 
Entering Unmasked Estep 
Score: -9132318.000000 Penalty: 5340.510254
	Iteration 99F: 3 clusters Score -9132318 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28761 members 
Mstep: Class 3 contains 44233 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 27746 members 
Mstep: Class 6 contains 33618 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 11073 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 25408 members 
Mstep: Class 11 contains 52053 members 
Mstep: Class 12 contains 69826 members 
Mstep: Class 13 contains 52812 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 29695 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42643 members 
Mstep: Class 18 contains 46860 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22997 members 
Mstep: Class 22 contains 38214 members 
Mstep: Class 23 contains 17412 members 
Mstep: Class 24 contains 21252 members 
Mstep: Class 25 contains 36364 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48369 members 
Mstep: Class 28 contains 21469 members 
Mstep: Class 29 contains 26401 members 
Mstep: Class 30 contains 59944 members 
Mstep: Class 31 contains 53670 members 
Mstep: Class 32 contains 66284 members 
Mstep: Class 33 contains 17913 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15003 members 
Mstep: Class 36 contains 46456 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28657 members 
Mstep: Class 40 contains 29468 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22533 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44868 members 
Entering Unmasked Estep 
Score: -207971600.000000 Penalty: 169222.343750
Splitting cluster 8 changes total score from -207972752.000000 to -207971600.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 9 (8220 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Entering Unmasked Estep 
Score: -1435331.750000 Penalty: 2235.552734
	Iteration 0F: 2 clusters Score -1435332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 4103 members 
Entering Unmasked Estep 
Score: -1428767.750000 Penalty: 4471.105469
	Iteration 0F: 3 clusters Score -1428768 nChanged 3402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4131 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -1430728.375000 Penalty: 4471.105469
	Iteration 1F: 3 clusters Score -1430728 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4160 members 
Mstep: Class 2 contains 4060 members 
Entering Unmasked Estep 
Score: -1431091.500000 Penalty: 4471.105469
	Iteration 2F: 3 clusters Score -1431092 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4184 members 
Mstep: Class 2 contains 4036 members 
Entering Unmasked Estep 
Score: -1431373.125000 Penalty: 4471.105469
	Iteration 3F: 3 clusters Score -1431373 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1431590.250000 Penalty: 4471.105469
	Iteration 4Q: 3 clusters Score -1431590 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4260 members 
Mstep: Class 2 contains 3960 members 
Entering Unmasked Estep 
Score: -1431811.625000 Penalty: 4471.105469
	Iteration 5Q: 3 clusters Score -1431812 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4310 members 
Mstep: Class 2 contains 3910 members 
Entering Unmasked Estep 
Score: -1432024.250000 Penalty: 4471.105469
	Iteration 6Q: 3 clusters Score -1432024 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4386 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -1432249.500000 Penalty: 4471.105469
	Iteration 7Q: 3 clusters Score -1432250 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4463 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1432481.000000 Penalty: 4471.105469
	Iteration 8Q: 3 clusters Score -1432481 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -1432777.625000 Penalty: 4471.105469
	Iteration 9Q: 3 clusters Score -1432778 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 3503 members 
Entering Unmasked Estep 
Score: -1433133.625000 Penalty: 4471.105469
	Iteration 10Q: 3 clusters Score -1433134 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4869 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1433418.250000 Penalty: 4471.105469
	Iteration 11Q: 3 clusters Score -1433418 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -1433640.375000 Penalty: 4471.105469
	Iteration 12Q: 3 clusters Score -1433640 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -1433829.625000 Penalty: 4471.105469
	Iteration 13Q: 3 clusters Score -1433830 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5265 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -1433999.875000 Penalty: 4471.105469
	Iteration 14Q: 3 clusters Score -1434000 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5368 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1434156.625000 Penalty: 4471.105469
	Iteration 15Q: 3 clusters Score -1434157 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 2782 members 
Entering Unmasked Estep 
Score: -1434321.500000 Penalty: 4471.105469
	Iteration 16Q: 3 clusters Score -1434322 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5472 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -1434458.625000 Penalty: 4471.105469
	Iteration 17Q: 3 clusters Score -1434459 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -1434567.250000 Penalty: 4471.105469
	Iteration 18Q: 3 clusters Score -1434567 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 2646 members 
Entering Unmasked Estep 
Score: -1434640.375000 Penalty: 4471.105469
	Iteration 19Q: 3 clusters Score -1434640 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5636 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1434702.750000 Penalty: 4471.105469
	Iteration 20F: 3 clusters Score -1434703 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5699 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1434756.125000 Penalty: 4471.105469
	Iteration 21Q: 3 clusters Score -1434756 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5765 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1434802.375000 Penalty: 4471.105469
	Iteration 22Q: 3 clusters Score -1434802 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5837 members 
Mstep: Class 2 contains 2383 members 
Entering Unmasked Estep 
Score: -1434834.000000 Penalty: 4471.105469
	Iteration 23Q: 3 clusters Score -1434834 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -1434873.125000 Penalty: 4471.105469
	Iteration 24Q: 3 clusters Score -1434873 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5966 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -1434905.875000 Penalty: 4471.105469
	Iteration 25Q: 3 clusters Score -1434906 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6017 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -1434936.625000 Penalty: 4471.105469
	Iteration 26Q: 3 clusters Score -1434937 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1434969.500000 Penalty: 4471.105469
	Iteration 27Q: 3 clusters Score -1434970 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6136 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -1434998.500000 Penalty: 4471.105469
	Iteration 28Q: 3 clusters Score -1434998 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6192 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -1435027.500000 Penalty: 4471.105469
	Iteration 29Q: 3 clusters Score -1435028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6243 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -1435058.625000 Penalty: 4471.105469
	Iteration 30Q: 3 clusters Score -1435059 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6293 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1435091.375000 Penalty: 4471.105469
	Iteration 31Q: 3 clusters Score -1435091 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6349 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1435125.000000 Penalty: 4471.105469
	Iteration 32Q: 3 clusters Score -1435125 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6408 members 
Mstep: Class 2 contains 1812 members 
Entering Unmasked Estep 
Score: -1435156.000000 Penalty: 4471.105469
	Iteration 33Q: 3 clusters Score -1435156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6455 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -1435184.500000 Penalty: 4471.105469
	Iteration 34Q: 3 clusters Score -1435184 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -1435208.250000 Penalty: 4471.105469
	Iteration 35Q: 3 clusters Score -1435208 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6543 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -1435229.250000 Penalty: 4471.105469
	Iteration 36Q: 3 clusters Score -1435229 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6581 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -1435255.500000 Penalty: 4471.105469
	Iteration 37Q: 3 clusters Score -1435256 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6615 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -1435273.500000 Penalty: 4471.105469
	Iteration 38Q: 3 clusters Score -1435274 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6650 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -1435301.000000 Penalty: 4471.105469
	Iteration 39Q: 3 clusters Score -1435301 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -1435328.875000 Penalty: 4471.105469
	Iteration 40F: 3 clusters Score -1435329 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6709 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -1435339.875000 Penalty: 4471.105469
	Iteration 41Q: 3 clusters Score -1435340 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -1435340.500000 Penalty: 4471.105469
	Iteration 42Q: 3 clusters Score -1435340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6730 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -1435346.125000 Penalty: 4471.105469
	Iteration 43Q: 3 clusters Score -1435346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1435346.500000 Penalty: 4471.105469
	Iteration 44Q: 3 clusters Score -1435346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6743 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -1435349.875000 Penalty: 4471.105469
	Iteration 45Q: 3 clusters Score -1435350 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6746 members 
Mstep: Class 2 contains 1474 members 
Entering Unmasked Estep 
Score: -1435351.750000 Penalty: 4471.105469
	Iteration 46Q: 3 clusters Score -1435352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 1473 members 
Entering Unmasked Estep 
Score: -1435352.500000 Penalty: 4471.105469
	Iteration 47Q: 3 clusters Score -1435352 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -1435354.125000 Penalty: 4471.105469
	Iteration 48Q: 3 clusters Score -1435354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1435352.625000 Penalty: 4471.105469
	Iteration 49Q: 3 clusters Score -1435353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 1469 members 
Entering Unmasked Estep 
Score: -1435352.625000 Penalty: 4471.105469
	Iteration 50F: 3 clusters Score -1435353 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28761 members 
Mstep: Class 3 contains 44233 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 27746 members 
Mstep: Class 6 contains 33618 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47437 members 
Mstep: Class 9 contains 6751 members 
Mstep: Class 10 contains 25408 members 
Mstep: Class 11 contains 52053 members 
Mstep: Class 12 contains 69826 members 
Mstep: Class 13 contains 52812 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 29695 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42643 members 
Mstep: Class 18 contains 46860 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22997 members 
Mstep: Class 22 contains 38214 members 
Mstep: Class 23 contains 17412 members 
Mstep: Class 24 contains 21252 members 
Mstep: Class 25 contains 1469 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48369 members 
Mstep: Class 28 contains 21469 members 
Mstep: Class 29 contains 26401 members 
Mstep: Class 30 contains 59944 members 
Mstep: Class 31 contains 53670 members 
Mstep: Class 32 contains 66284 members 
Mstep: Class 33 contains 17913 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15003 members 
Mstep: Class 36 contains 46456 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28657 members 
Mstep: Class 40 contains 29468 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22533 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44868 members 
Entering Unmasked Estep 
Score: -207971440.000000 Penalty: 169222.343750
Splitting cluster 9 changes total score from -207972752.000000 to -207971440.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 10 (25408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25408 members 
Entering Unmasked Estep 
Score: -4986561.000000 Penalty: 2515.419189
	Iteration 0F: 2 clusters Score -4986561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12754 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -4969214.000000 Penalty: 5030.838379
	Iteration 0F: 3 clusters Score -4969214 nChanged 11335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13245 members 
Mstep: Class 2 contains 12163 members 
Entering Unmasked Estep 
Score: -4975373.000000 Penalty: 5030.838379
	Iteration 1F: 3 clusters Score -4975373 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 11667 members 
Entering Unmasked Estep 
Score: -4975910.500000 Penalty: 5030.838379
	Iteration 2F: 3 clusters Score -4975910 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14418 members 
Mstep: Class 2 contains 10990 members 
Entering Unmasked Estep 
Score: -4976442.500000 Penalty: 5030.838379
	Iteration 3F: 3 clusters Score -4976442 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 10187 members 
Entering Unmasked Estep 
Score: -4977018.500000 Penalty: 5030.838379
	Iteration 4F: 3 clusters Score -4977018 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 9242 members 
Entering Unmasked Estep 
Score: -4977623.000000 Penalty: 5030.838379
	Iteration 5Q: 3 clusters Score -4977623 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17251 members 
Mstep: Class 2 contains 8157 members 
Entering Unmasked Estep 
Score: -4978318.500000 Penalty: 5030.838379
	Iteration 6Q: 3 clusters Score -4978318 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 6882 members 
Entering Unmasked Estep 
Score: -4979195.000000 Penalty: 5030.838379
	Iteration 7F: 3 clusters Score -4979195 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 5500 members 
Entering Unmasked Estep 
Score: -4980168.500000 Penalty: 5030.838379
	Iteration 8F: 3 clusters Score -4980168 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 4132 members 
Entering Unmasked Estep 
Score: -4981230.000000 Penalty: 5030.838379
	Iteration 9F: 3 clusters Score -4981230 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -4982157.500000 Penalty: 5030.838379
	Iteration 10Q: 3 clusters Score -4982158 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23504 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -4982980.500000 Penalty: 5030.838379
	Iteration 11Q: 3 clusters Score -4982980 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24167 members 
Mstep: Class 2 contains 1241 members 
Entering Unmasked Estep 
Score: -4983494.500000 Penalty: 5030.838379
	Iteration 12Q: 3 clusters Score -4983494 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24575 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -4983817.500000 Penalty: 5030.838379
	Iteration 13Q: 3 clusters Score -4983818 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24782 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -4984008.500000 Penalty: 5030.838379
	Iteration 14Q: 3 clusters Score -4984008 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24905 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -4984124.000000 Penalty: 5030.838379
	Iteration 15Q: 3 clusters Score -4984124 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24984 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4984225.500000 Penalty: 5030.838379
	Iteration 16Q: 3 clusters Score -4984226 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25019 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -4984249.500000 Penalty: 5030.838379
	Iteration 17Q: 3 clusters Score -4984250 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25035 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -4984275.000000 Penalty: 5030.838379
	Iteration 18Q: 3 clusters Score -4984275 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25049 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -4984294.000000 Penalty: 5030.838379
	Iteration 19Q: 3 clusters Score -4984294 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25056 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -4984312.000000 Penalty: 5030.838379
	Iteration 20F: 3 clusters Score -4984312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25059 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -4984319.500000 Penalty: 5030.838379
	Iteration 21Q: 3 clusters Score -4984320 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -4984327.000000 Penalty: 5030.838379
	Iteration 22Q: 3 clusters Score -4984327 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25077 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4984342.000000 Penalty: 5030.838379
	Iteration 23Q: 3 clusters Score -4984342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25083 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -4984353.500000 Penalty: 5030.838379
	Iteration 24Q: 3 clusters Score -4984354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25087 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4984365.000000 Penalty: 5030.838379
	Iteration 25Q: 3 clusters Score -4984365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25088 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -4984375.500000 Penalty: 5030.838379
	Iteration 26Q: 3 clusters Score -4984376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4984364.500000 Penalty: 5030.838379
	Iteration 27Q: 3 clusters Score -4984364 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -4984364.500000 Penalty: 5030.838379
	Iteration 28F: 3 clusters Score -4984364 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (52053 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52053 members 
Entering Unmasked Estep 
Score: -9786329.000000 Penalty: 2693.284424
	Iteration 0F: 2 clusters Score -9786329 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -9752636.000000 Penalty: 5386.568848
	Iteration 0F: 3 clusters Score -9752636 nChanged 23978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25010 members 
Mstep: Class 2 contains 27043 members 
Entering Unmasked Estep 
Score: -9766037.000000 Penalty: 5386.568848
	Iteration 1F: 3 clusters Score -9766037 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 27676 members 
Entering Unmasked Estep 
Score: -9766700.000000 Penalty: 5386.568848
	Iteration 2Q: 3 clusters Score -9766700 nChanged 2280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23499 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
Score: -9767523.000000 Penalty: 5386.568848
	Iteration 3Q: 3 clusters Score -9767523 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22343 members 
Mstep: Class 2 contains 29710 members 
Entering Unmasked Estep 
Score: -9768470.000000 Penalty: 5386.568848
	Iteration 4Q: 3 clusters Score -9768470 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20788 members 
Mstep: Class 2 contains 31265 members 
Entering Unmasked Estep 
Score: -9769580.000000 Penalty: 5386.568848
	Iteration 5Q: 3 clusters Score -9769580 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -9770918.000000 Penalty: 5386.568848
	Iteration 6F: 3 clusters Score -9770918 nChanged 2855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16365 members 
Mstep: Class 2 contains 35688 members 
Entering Unmasked Estep 
Score: -9772491.000000 Penalty: 5386.568848
	Iteration 7F: 3 clusters Score -9772491 nChanged 3083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13518 members 
Mstep: Class 2 contains 38535 members 
Entering Unmasked Estep 
Score: -9774567.000000 Penalty: 5386.568848
	Iteration 8F: 3 clusters Score -9774567 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10450 members 
Mstep: Class 2 contains 41603 members 
Entering Unmasked Estep 
Score: -9776841.000000 Penalty: 5386.568848
	Iteration 9F: 3 clusters Score -9776841 nChanged 3004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -9779067.000000 Penalty: 5386.568848
	Iteration 10F: 3 clusters Score -9779067 nChanged 2593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 47166 members 
Entering Unmasked Estep 
Score: -9780966.000000 Penalty: 5386.568848
	Iteration 11Q: 3 clusters Score -9780966 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3007 members 
Mstep: Class 2 contains 49046 members 
Entering Unmasked Estep 
Score: -9782317.000000 Penalty: 5386.568848
	Iteration 12Q: 3 clusters Score -9782317 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -9783061.000000 Penalty: 5386.568848
	Iteration 13Q: 3 clusters Score -9783061 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 50825 members 
Entering Unmasked Estep 
Score: -9783506.000000 Penalty: 5386.568848
	Iteration 14Q: 3 clusters Score -9783506 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -9783692.000000 Penalty: 5386.568848
	Iteration 15Q: 3 clusters Score -9783692 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -9783825.000000 Penalty: 5386.568848
	Iteration 16Q: 3 clusters Score -9783825 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 51477 members 
Entering Unmasked Estep 
Score: -9783910.000000 Penalty: 5386.568848
	Iteration 17Q: 3 clusters Score -9783910 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 51546 members 
Entering Unmasked Estep 
Score: -9783953.000000 Penalty: 5386.568848
	Iteration 18Q: 3 clusters Score -9783953 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 51589 members 
Entering Unmasked Estep 
Score: -9783980.000000 Penalty: 5386.568848
	Iteration 19Q: 3 clusters Score -9783980 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 51620 members 
Entering Unmasked Estep 
Score: -9783987.000000 Penalty: 5386.568848
	Iteration 20F: 3 clusters Score -9783987 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 51637 members 
Entering Unmasked Estep 
Score: -9784013.000000 Penalty: 5386.568848
	Iteration 21Q: 3 clusters Score -9784013 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 51644 members 
Entering Unmasked Estep 
Score: -9784017.000000 Penalty: 5386.568848
	Iteration 22Q: 3 clusters Score -9784017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -9784045.000000 Penalty: 5386.568848
	Iteration 23Q: 3 clusters Score -9784045 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 51658 members 
Entering Unmasked Estep 
Score: -9784037.000000 Penalty: 5386.568848
	Iteration 24Q: 3 clusters Score -9784037 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 51662 members 
Entering Unmasked Estep 
Score: -9784046.000000 Penalty: 5386.568848
	Iteration 25Q: 3 clusters Score -9784046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -9784050.000000 Penalty: 5386.568848
	Iteration 26Q: 3 clusters Score -9784050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 51669 members 
Entering Unmasked Estep 
Score: -9784053.000000 Penalty: 5386.568848
	Iteration 27Q: 3 clusters Score -9784053 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -9784053.000000 Penalty: 5386.568848
	Iteration 28Q: 3 clusters Score -9784053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 51670 members 
Entering Unmasked Estep 
Score: -9784058.000000 Penalty: 5386.568848
	Iteration 29Q: 3 clusters Score -9784058 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 51673 members 
Entering Unmasked Estep 
Score: -9784055.000000 Penalty: 5386.568848
	Iteration 30Q: 3 clusters Score -9784055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -9784052.000000 Penalty: 5386.568848
	Iteration 31Q: 3 clusters Score -9784052 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -9784052.000000 Penalty: 5386.568848
	Iteration 32F: 3 clusters Score -9784052 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (69826 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69826 members 
Entering Unmasked Estep 
Score: -12687361.000000 Penalty: 2766.133057
	Iteration 0F: 2 clusters Score -1.268736e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34967 members 
Mstep: Class 2 contains 34859 members 
Entering Unmasked Estep 
Score: -12644108.000000 Penalty: 5532.266113
	Iteration 0F: 3 clusters Score -1.264411e+07 nChanged 32559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36002 members 
Mstep: Class 2 contains 33824 members 
Entering Unmasked Estep 
Score: -12662444.000000 Penalty: 5532.266113
	Iteration 1F: 3 clusters Score -1.266244e+07 nChanged 2606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36602 members 
Mstep: Class 2 contains 33224 members 
Entering Unmasked Estep 
Score: -12663120.000000 Penalty: 5532.266113
	Iteration 2Q: 3 clusters Score -1.266312e+07 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37516 members 
Mstep: Class 2 contains 32310 members 
Entering Unmasked Estep 
Score: -12663716.000000 Penalty: 5532.266113
	Iteration 3Q: 3 clusters Score -1.266372e+07 nChanged 2507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38815 members 
Mstep: Class 2 contains 31011 members 
Entering Unmasked Estep 
Score: -12664481.000000 Penalty: 5532.266113
	Iteration 4Q: 3 clusters Score -1.266448e+07 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 29203 members 
Entering Unmasked Estep 
Score: -12665506.000000 Penalty: 5532.266113
	Iteration 5Q: 3 clusters Score -1.266551e+07 nChanged 3181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 26728 members 
Entering Unmasked Estep 
Score: -12666888.000000 Penalty: 5532.266113
	Iteration 6Q: 3 clusters Score -1.266689e+07 nChanged 3877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46435 members 
Mstep: Class 2 contains 23391 members 
Entering Unmasked Estep 
Score: -12668889.000000 Penalty: 5532.266113
	Iteration 7F: 3 clusters Score -1.266889e+07 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50474 members 
Mstep: Class 2 contains 19352 members 
Entering Unmasked Estep 
Score: -12671638.000000 Penalty: 5532.266113
	Iteration 8F: 3 clusters Score -1.267164e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54836 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -12674974.000000 Penalty: 5532.266113
	Iteration 9F: 3 clusters Score -1.267497e+07 nChanged 4182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58802 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -12677956.000000 Penalty: 5532.266113
	Iteration 10F: 3 clusters Score -1.267796e+07 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61705 members 
Mstep: Class 2 contains 8121 members 
Entering Unmasked Estep 
Score: -12680116.000000 Penalty: 5532.266113
	Iteration 11Q: 3 clusters Score -1.268012e+07 nChanged 2136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63615 members 
Mstep: Class 2 contains 6211 members 
Entering Unmasked Estep 
Score: -12681460.000000 Penalty: 5532.266113
	Iteration 12Q: 3 clusters Score -1.268146e+07 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64859 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -12682244.000000 Penalty: 5532.266113
	Iteration 13Q: 3 clusters Score -1.268224e+07 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65733 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -12682833.000000 Penalty: 5532.266113
	Iteration 14Q: 3 clusters Score -1.268283e+07 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66393 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -12683218.000000 Penalty: 5532.266113
	Iteration 15Q: 3 clusters Score -1.268322e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66859 members 
Mstep: Class 2 contains 2967 members 
Entering Unmasked Estep 
Score: -12683469.000000 Penalty: 5532.266113
	Iteration 16Q: 3 clusters Score -1.268347e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67192 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -12683641.000000 Penalty: 5532.266113
	Iteration 17Q: 3 clusters Score -1.268364e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67452 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -12683772.000000 Penalty: 5532.266113
	Iteration 18Q: 3 clusters Score -1.268377e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67667 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -12683878.000000 Penalty: 5532.266113
	Iteration 19Q: 3 clusters Score -1.268388e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67843 members 
Mstep: Class 2 contains 1983 members 
Entering Unmasked Estep 
Score: -12683960.000000 Penalty: 5532.266113
	Iteration 20F: 3 clusters Score -1.268396e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67987 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -12684036.000000 Penalty: 5532.266113
	Iteration 21Q: 3 clusters Score -1.268404e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68113 members 
Mstep: Class 2 contains 1713 members 
Entering Unmasked Estep 
Score: -12684148.000000 Penalty: 5532.266113
	Iteration 22Q: 3 clusters Score -1.268415e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68226 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -12684272.000000 Penalty: 5532.266113
	Iteration 23Q: 3 clusters Score -1.268427e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68327 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -12684335.000000 Penalty: 5532.266113
	Iteration 24Q: 3 clusters Score -1.268434e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68411 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -12684386.000000 Penalty: 5532.266113
	Iteration 25Q: 3 clusters Score -1.268439e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68481 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -12684439.000000 Penalty: 5532.266113
	Iteration 26Q: 3 clusters Score -1.268444e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68548 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -12684476.000000 Penalty: 5532.266113
	Iteration 27Q: 3 clusters Score -1.268448e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68602 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -12684521.000000 Penalty: 5532.266113
	Iteration 28Q: 3 clusters Score -1.268452e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68656 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -12684553.000000 Penalty: 5532.266113
	Iteration 29Q: 3 clusters Score -1.268455e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68687 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -12684572.000000 Penalty: 5532.266113
	Iteration 30Q: 3 clusters Score -1.268457e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68720 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -12684577.000000 Penalty: 5532.266113
	Iteration 31Q: 3 clusters Score -1.268458e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68749 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -12684595.000000 Penalty: 5532.266113
	Iteration 32Q: 3 clusters Score -1.26846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68774 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -12684605.000000 Penalty: 5532.266113
	Iteration 33Q: 3 clusters Score -1.26846e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68797 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -12684635.000000 Penalty: 5532.266113
	Iteration 34Q: 3 clusters Score -1.268464e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68817 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -12684636.000000 Penalty: 5532.266113
	Iteration 35Q: 3 clusters Score -1.268464e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68836 members 
Mstep: Class 2 contains 990 members 
Entering Unmasked Estep 
Score: -12684660.000000 Penalty: 5532.266113
	Iteration 36Q: 3 clusters Score -1.268466e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68857 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -12684679.000000 Penalty: 5532.266113
	Iteration 37Q: 3 clusters Score -1.268468e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68870 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -12684700.000000 Penalty: 5532.266113
	Iteration 38Q: 3 clusters Score -1.26847e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68878 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -12684682.000000 Penalty: 5532.266113
	Iteration 39Q: 3 clusters Score -1.268468e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68885 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -12684693.000000 Penalty: 5532.266113
	Iteration 40F: 3 clusters Score -1.268469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68893 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -12684703.000000 Penalty: 5532.266113
	Iteration 41Q: 3 clusters Score -1.26847e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68902 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -12684720.000000 Penalty: 5532.266113
	Iteration 42Q: 3 clusters Score -1.268472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68910 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -12684719.000000 Penalty: 5532.266113
	Iteration 43Q: 3 clusters Score -1.268472e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68916 members 
Mstep: Class 2 contains 910 members 
Entering Unmasked Estep 
Score: -12684734.000000 Penalty: 5532.266113
	Iteration 44Q: 3 clusters Score -1.268473e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68924 members 
Mstep: Class 2 contains 902 members 
Entering Unmasked Estep 
Score: -12684736.000000 Penalty: 5532.266113
	Iteration 45Q: 3 clusters Score -1.268474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68935 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -12684742.000000 Penalty: 5532.266113
	Iteration 46Q: 3 clusters Score -1.268474e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68940 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -12684767.000000 Penalty: 5532.266113
	Iteration 47Q: 3 clusters Score -1.268477e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68948 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -12684778.000000 Penalty: 5532.266113
	Iteration 48Q: 3 clusters Score -1.268478e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68957 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -12684778.000000 Penalty: 5532.266113
	Iteration 49Q: 3 clusters Score -1.268478e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68964 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -12684794.000000 Penalty: 5532.266113
	Iteration 50Q: 3 clusters Score -1.268479e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68971 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -12684789.000000 Penalty: 5532.266113
	Iteration 51Q: 3 clusters Score -1.268479e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68976 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -12684810.000000 Penalty: 5532.266113
	Iteration 52Q: 3 clusters Score -1.268481e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68983 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -12684821.000000 Penalty: 5532.266113
	Iteration 53Q: 3 clusters Score -1.268482e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68989 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -12684836.000000 Penalty: 5532.266113
	Iteration 54Q: 3 clusters Score -1.268484e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68997 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -12684838.000000 Penalty: 5532.266113
	Iteration 55Q: 3 clusters Score -1.268484e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68999 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -12684825.000000 Penalty: 5532.266113
	Iteration 56Q: 3 clusters Score -1.268482e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69003 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -12684844.000000 Penalty: 5532.266113
	Iteration 57Q: 3 clusters Score -1.268484e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -12684836.000000 Penalty: 5532.266113
	Iteration 58Q: 3 clusters Score -1.268484e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69007 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -12684846.000000 Penalty: 5532.266113
	Iteration 59Q: 3 clusters Score -1.268485e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69012 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -12684851.000000 Penalty: 5532.266113
	Iteration 60F: 3 clusters Score -1.268485e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69015 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -12684854.000000 Penalty: 5532.266113
	Iteration 61Q: 3 clusters Score -1.268485e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -12684864.000000 Penalty: 5532.266113
	Iteration 62Q: 3 clusters Score -1.268486e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12684867.000000 Penalty: 5532.266113
	Iteration 63Q: 3 clusters Score -1.268487e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69019 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -12684860.000000 Penalty: 5532.266113
	Iteration 64Q: 3 clusters Score -1.268486e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12684862.000000 Penalty: 5532.266113
	Iteration 65Q: 3 clusters Score -1.268486e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69020 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -12684862.000000 Penalty: 5532.266113
	Iteration 66F: 3 clusters Score -1.268486e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (52812 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52812 members 
Entering Unmasked Estep 
Score: -9935957.000000 Penalty: 2696.874512
	Iteration 0F: 2 clusters Score -9935957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26332 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -9901510.000000 Penalty: 5393.749023
	Iteration 0F: 3 clusters Score -9901510 nChanged 24563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 27629 members 
Entering Unmasked Estep 
Score: -9914979.000000 Penalty: 5393.749023
	Iteration 1F: 3 clusters Score -9914979 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24411 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -9915553.000000 Penalty: 5393.749023
	Iteration 2Q: 3 clusters Score -9915553 nChanged 2102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23277 members 
Mstep: Class 2 contains 29535 members 
Entering Unmasked Estep 
Score: -9916216.000000 Penalty: 5393.749023
	Iteration 3Q: 3 clusters Score -9916216 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 31117 members 
Entering Unmasked Estep 
Score: -9916980.000000 Penalty: 5393.749023
	Iteration 4Q: 3 clusters Score -9916980 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19422 members 
Mstep: Class 2 contains 33390 members 
Entering Unmasked Estep 
Score: -9918263.000000 Penalty: 5393.749023
	Iteration 5F: 3 clusters Score -9918263 nChanged 3376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16302 members 
Mstep: Class 2 contains 36510 members 
Entering Unmasked Estep 
Score: -9920356.000000 Penalty: 5393.749023
	Iteration 6F: 3 clusters Score -9920356 nChanged 3954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -9923292.000000 Penalty: 5393.749023
	Iteration 7F: 3 clusters Score -9923292 nChanged 4094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 44366 members 
Entering Unmasked Estep 
Score: -9926751.000000 Penalty: 5393.749023
	Iteration 8F: 3 clusters Score -9926751 nChanged 3463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5007 members 
Mstep: Class 2 contains 47805 members 
Entering Unmasked Estep 
Score: -9929672.000000 Penalty: 5393.749023
	Iteration 9F: 3 clusters Score -9929672 nChanged 2299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 50100 members 
Entering Unmasked Estep 
Score: -9931477.000000 Penalty: 5393.749023
	Iteration 10Q: 3 clusters Score -9931477 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -9932580.000000 Penalty: 5393.749023
	Iteration 11Q: 3 clusters Score -9932580 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 51908 members 
Entering Unmasked Estep 
Score: -9933069.000000 Penalty: 5393.749023
	Iteration 12Q: 3 clusters Score -9933069 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 52189 members 
Entering Unmasked Estep 
Score: -9933318.000000 Penalty: 5393.749023
	Iteration 13Q: 3 clusters Score -9933318 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 52314 members 
Entering Unmasked Estep 
Score: -9933436.000000 Penalty: 5393.749023
	Iteration 14Q: 3 clusters Score -9933436 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 52378 members 
Entering Unmasked Estep 
Score: -9933517.000000 Penalty: 5393.749023
	Iteration 15Q: 3 clusters Score -9933517 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -9933572.000000 Penalty: 5393.749023
	Iteration 16Q: 3 clusters Score -9933572 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 52443 members 
Entering Unmasked Estep 
Score: -9933603.000000 Penalty: 5393.749023
	Iteration 17Q: 3 clusters Score -9933603 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 52452 members 
Entering Unmasked Estep 
Score: -9933613.000000 Penalty: 5393.749023
	Iteration 18Q: 3 clusters Score -9933613 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 52460 members 
Entering Unmasked Estep 
Score: -9933614.000000 Penalty: 5393.749023
	Iteration 19Q: 3 clusters Score -9933614 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 52466 members 
Entering Unmasked Estep 
Score: -9933618.000000 Penalty: 5393.749023
	Iteration 20F: 3 clusters Score -9933618 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 52470 members 
Entering Unmasked Estep 
Score: -9933626.000000 Penalty: 5393.749023
	Iteration 21Q: 3 clusters Score -9933626 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 52474 members 
Entering Unmasked Estep 
Score: -9933631.000000 Penalty: 5393.749023
	Iteration 22Q: 3 clusters Score -9933631 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 52481 members 
Entering Unmasked Estep 
Score: -9933644.000000 Penalty: 5393.749023
	Iteration 23Q: 3 clusters Score -9933644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 52485 members 
Entering Unmasked Estep 
Score: -9933651.000000 Penalty: 5393.749023
	Iteration 24Q: 3 clusters Score -9933651 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 52491 members 
Entering Unmasked Estep 
Score: -9933664.000000 Penalty: 5393.749023
	Iteration 25Q: 3 clusters Score -9933664 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 52497 members 
Entering Unmasked Estep 
Score: -9933667.000000 Penalty: 5393.749023
	Iteration 26Q: 3 clusters Score -9933667 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -9933671.000000 Penalty: 5393.749023
	Iteration 27Q: 3 clusters Score -9933671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -9933660.000000 Penalty: 5393.749023
	Iteration 28Q: 3 clusters Score -9933660 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 52500 members 
Entering Unmasked Estep 
Score: -9933660.000000 Penalty: 5393.749023
	Iteration 29F: 3 clusters Score -9933660 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (4615 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4615 members 
Entering Unmasked Estep 
Score: -859675.000000 Penalty: 2092.392578
	Iteration 0F: 2 clusters Score -859675 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2238 members 
Mstep: Class 2 contains 2377 members 
Entering Unmasked Estep 
Score: -855411.312500 Penalty: 4184.785156
	Iteration 0F: 3 clusters Score -855411.3 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -856342.187500 Penalty: 4184.785156
	Iteration 1F: 3 clusters Score -856342.2 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -856561.812500 Penalty: 4184.785156
	Iteration 2F: 3 clusters Score -856561.8 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -856706.187500 Penalty: 4184.785156
	Iteration 3F: 3 clusters Score -856706.2 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -856797.000000 Penalty: 4184.785156
	Iteration 4Q: 3 clusters Score -856797 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -856872.812500 Penalty: 4184.785156
	Iteration 5Q: 3 clusters Score -856872.8 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -856956.812500 Penalty: 4184.785156
	Iteration 6Q: 3 clusters Score -856956.8 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1575 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -857048.437500 Penalty: 4184.785156
	Iteration 7Q: 3 clusters Score -857048.4 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1473 members 
Mstep: Class 2 contains 3142 members 
Entering Unmasked Estep 
Score: -857118.312500 Penalty: 4184.785156
	Iteration 8Q: 3 clusters Score -857118.3 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1394 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -857193.250000 Penalty: 4184.785156
	Iteration 9Q: 3 clusters Score -857193.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 3310 members 
Entering Unmasked Estep 
Score: -857284.562500 Penalty: 4184.785156
	Iteration 10Q: 3 clusters Score -857284.6 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -857380.000000 Penalty: 4184.785156
	Iteration 11Q: 3 clusters Score -857380 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -857460.687500 Penalty: 4184.785156
	Iteration 12Q: 3 clusters Score -857460.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -857556.625000 Penalty: 4184.785156
	Iteration 13Q: 3 clusters Score -857556.6 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 3626 members 
Entering Unmasked Estep 
Score: -857635.375000 Penalty: 4184.785156
	Iteration 14Q: 3 clusters Score -857635.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -857702.000000 Penalty: 4184.785156
	Iteration 15Q: 3 clusters Score -857702 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 3744 members 
Entering Unmasked Estep 
Score: -857760.062500 Penalty: 4184.785156
	Iteration 16Q: 3 clusters Score -857760.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 3783 members 
Entering Unmasked Estep 
Score: -857799.000000 Penalty: 4184.785156
	Iteration 17Q: 3 clusters Score -857799 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -857834.062500 Penalty: 4184.785156
	Iteration 18Q: 3 clusters Score -857834.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 3851 members 
Entering Unmasked Estep 
Score: -857851.250000 Penalty: 4184.785156
	Iteration 19Q: 3 clusters Score -857851.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 3871 members 
Entering Unmasked Estep 
Score: -857863.437500 Penalty: 4184.785156
	Iteration 20F: 3 clusters Score -857863.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -857869.375000 Penalty: 4184.785156
	Iteration 21Q: 3 clusters Score -857869.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -857878.812500 Penalty: 4184.785156
	Iteration 22Q: 3 clusters Score -857878.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -857887.000000 Penalty: 4184.785156
	Iteration 23Q: 3 clusters Score -857887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -857892.687500 Penalty: 4184.785156
	Iteration 24Q: 3 clusters Score -857892.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -857899.062500 Penalty: 4184.785156
	Iteration 25Q: 3 clusters Score -857899.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 3912 members 
Entering Unmasked Estep 
Score: -857901.750000 Penalty: 4184.785156
	Iteration 26Q: 3 clusters Score -857901.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 3917 members 
Entering Unmasked Estep 
Score: -857905.562500 Penalty: 4184.785156
	Iteration 27Q: 3 clusters Score -857905.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -857910.000000 Penalty: 4184.785156
	Iteration 28Q: 3 clusters Score -857910 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -857916.375000 Penalty: 4184.785156
	Iteration 29Q: 3 clusters Score -857916.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 3940 members 
Entering Unmasked Estep 
Score: -857919.500000 Penalty: 4184.785156
	Iteration 30Q: 3 clusters Score -857919.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -857927.250000 Penalty: 4184.785156
	Iteration 31Q: 3 clusters Score -857927.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -857932.062500 Penalty: 4184.785156
	Iteration 32Q: 3 clusters Score -857932.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -857935.875000 Penalty: 4184.785156
	Iteration 33Q: 3 clusters Score -857935.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -857939.812500 Penalty: 4184.785156
	Iteration 34Q: 3 clusters Score -857939.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -857941.000000 Penalty: 4184.785156
	Iteration 35Q: 3 clusters Score -857941 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 3971 members 
Entering Unmasked Estep 
Score: -857942.312500 Penalty: 4184.785156
	Iteration 36Q: 3 clusters Score -857942.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -857944.250000 Penalty: 4184.785156
	Iteration 37Q: 3 clusters Score -857944.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -857945.250000 Penalty: 4184.785156
	Iteration 38Q: 3 clusters Score -857945.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -857948.250000 Penalty: 4184.785156
	Iteration 39Q: 3 clusters Score -857948.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -857952.000000 Penalty: 4184.785156
	Iteration 40F: 3 clusters Score -857952 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 3982 members 
Entering Unmasked Estep 
Score: -857952.625000 Penalty: 4184.785156
	Iteration 41Q: 3 clusters Score -857952.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -857957.875000 Penalty: 4184.785156
	Iteration 42Q: 3 clusters Score -857957.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 3999 members 
Entering Unmasked Estep 
Score: -857962.625000 Penalty: 4184.785156
	Iteration 43Q: 3 clusters Score -857962.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -857966.937500 Penalty: 4184.785156
	Iteration 44Q: 3 clusters Score -857966.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -857967.250000 Penalty: 4184.785156
	Iteration 45Q: 3 clusters Score -857967.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -857968.937500 Penalty: 4184.785156
	Iteration 46Q: 3 clusters Score -857968.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 4005 members 
Entering Unmasked Estep 
Score: -857968.937500 Penalty: 4184.785156
	Iteration 47F: 3 clusters Score -857968.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (29695 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29695 members 
Entering Unmasked Estep 
Score: -5666549.500000 Penalty: 2554.085938
	Iteration 0F: 2 clusters Score -5666550 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14857 members 
Mstep: Class 2 contains 14838 members 
Entering Unmasked Estep 
Score: -5646582.000000 Penalty: 5108.171875
	Iteration 0F: 3 clusters Score -5646582 nChanged 13309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -5653904.000000 Penalty: 5108.171875
	Iteration 1F: 3 clusters Score -5653904 nChanged 1548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15334 members 
Mstep: Class 2 contains 14361 members 
Entering Unmasked Estep 
Score: -5654506.000000 Penalty: 5108.171875
	Iteration 2F: 3 clusters Score -5654506 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 14116 members 
Entering Unmasked Estep 
Score: -5655020.000000 Penalty: 5108.171875
	Iteration 3Q: 3 clusters Score -5655020 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15857 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -5655516.000000 Penalty: 5108.171875
	Iteration 4Q: 3 clusters Score -5655516 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -5655991.500000 Penalty: 5108.171875
	Iteration 5Q: 3 clusters Score -5655992 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16635 members 
Mstep: Class 2 contains 13060 members 
Entering Unmasked Estep 
Score: -5656331.000000 Penalty: 5108.171875
	Iteration 6Q: 3 clusters Score -5656331 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -5656705.500000 Penalty: 5108.171875
	Iteration 7Q: 3 clusters Score -5656706 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 11893 members 
Entering Unmasked Estep 
Score: -5657137.500000 Penalty: 5108.171875
	Iteration 8Q: 3 clusters Score -5657138 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 11149 members 
Entering Unmasked Estep 
Score: -5657593.500000 Penalty: 5108.171875
	Iteration 9Q: 3 clusters Score -5657594 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -5658090.000000 Penalty: 5108.171875
	Iteration 10Q: 3 clusters Score -5658090 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20356 members 
Mstep: Class 2 contains 9339 members 
Entering Unmasked Estep 
Score: -5658654.000000 Penalty: 5108.171875
	Iteration 11Q: 3 clusters Score -5658654 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21403 members 
Mstep: Class 2 contains 8292 members 
Entering Unmasked Estep 
Score: -5659225.500000 Penalty: 5108.171875
	Iteration 12Q: 3 clusters Score -5659226 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -5659916.500000 Penalty: 5108.171875
	Iteration 13Q: 3 clusters Score -5659916 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 6046 members 
Entering Unmasked Estep 
Score: -5660542.500000 Penalty: 5108.171875
	Iteration 14Q: 3 clusters Score -5660542 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24710 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -5661193.500000 Penalty: 5108.171875
	Iteration 15Q: 3 clusters Score -5661194 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25661 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -5661786.000000 Penalty: 5108.171875
	Iteration 16Q: 3 clusters Score -5661786 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26539 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -5662339.500000 Penalty: 5108.171875
	Iteration 17Q: 3 clusters Score -5662340 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27303 members 
Mstep: Class 2 contains 2392 members 
Entering Unmasked Estep 
Score: -5662888.000000 Penalty: 5108.171875
	Iteration 18Q: 3 clusters Score -5662888 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27886 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -5663272.500000 Penalty: 5108.171875
	Iteration 19Q: 3 clusters Score -5663272 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28305 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -5663576.500000 Penalty: 5108.171875
	Iteration 20F: 3 clusters Score -5663576 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28603 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -5663841.000000 Penalty: 5108.171875
	Iteration 21Q: 3 clusters Score -5663841 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5664007.500000 Penalty: 5108.171875
	Iteration 22Q: 3 clusters Score -5664008 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5664109.000000 Penalty: 5108.171875
	Iteration 23Q: 3 clusters Score -5664109 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29029 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -5664189.000000 Penalty: 5108.171875
	Iteration 24Q: 3 clusters Score -5664189 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5664223.000000 Penalty: 5108.171875
	Iteration 25Q: 3 clusters Score -5664223 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29105 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5664250.500000 Penalty: 5108.171875
	Iteration 26Q: 3 clusters Score -5664250 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29129 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5664268.500000 Penalty: 5108.171875
	Iteration 27Q: 3 clusters Score -5664268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29148 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5664286.000000 Penalty: 5108.171875
	Iteration 28Q: 3 clusters Score -5664286 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29165 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -5664308.000000 Penalty: 5108.171875
	Iteration 29Q: 3 clusters Score -5664308 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29180 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5664316.500000 Penalty: 5108.171875
	Iteration 30Q: 3 clusters Score -5664316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29190 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5664334.500000 Penalty: 5108.171875
	Iteration 31Q: 3 clusters Score -5664334 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5664347.500000 Penalty: 5108.171875
	Iteration 32Q: 3 clusters Score -5664348 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29209 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -5664356.000000 Penalty: 5108.171875
	Iteration 33Q: 3 clusters Score -5664356 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29216 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5664363.500000 Penalty: 5108.171875
	Iteration 34Q: 3 clusters Score -5664364 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29223 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5664367.500000 Penalty: 5108.171875
	Iteration 35Q: 3 clusters Score -5664368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29225 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5664363.500000 Penalty: 5108.171875
	Iteration 36Q: 3 clusters Score -5664364 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29226 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5664366.500000 Penalty: 5108.171875
	Iteration 37Q: 3 clusters Score -5664366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5664372.500000 Penalty: 5108.171875
	Iteration 38Q: 3 clusters Score -5664372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29227 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -5664372.500000 Penalty: 5108.171875
	Iteration 39F: 3 clusters Score -5664372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (671 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Entering Unmasked Estep 
Score: -111481.242188 Penalty: 1614.174683
	Iteration 0F: 2 clusters Score -111481.2 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 294 members 
Entering Unmasked Estep 
Score: -109804.390625 Penalty: 3228.349365
	Iteration 0F: 3 clusters Score -109804.4 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -110003.726562 Penalty: 3228.349365
	Iteration 1F: 3 clusters Score -110003.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -110068.148438 Penalty: 3228.349365
	Iteration 2Q: 3 clusters Score -110068.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -110102.250000 Penalty: 3228.349365
	Iteration 3Q: 3 clusters Score -110102.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -110126.359375 Penalty: 3228.349365
	Iteration 4Q: 3 clusters Score -110126.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -110140.015625 Penalty: 3228.349365
	Iteration 5Q: 3 clusters Score -110140 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -110150.000000 Penalty: 3228.349365
	Iteration 6Q: 3 clusters Score -110150 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -110156.664062 Penalty: 3228.349365
	Iteration 7Q: 3 clusters Score -110156.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -110157.828125 Penalty: 3228.349365
	Iteration 8Q: 3 clusters Score -110157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -110157.828125 Penalty: 3228.349365
	Iteration 9F: 3 clusters Score -110157.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42643 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42643 members 
Entering Unmasked Estep 
Score: -8188492.500000 Penalty: 2643.833496
	Iteration 0F: 2 clusters Score -8188492 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -8162167.500000 Penalty: 5287.666992
	Iteration 0F: 3 clusters Score -8162168 nChanged 19621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21857 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -8172878.500000 Penalty: 5287.666992
	Iteration 1F: 3 clusters Score -8172878 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22225 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -8173466.500000 Penalty: 5287.666992
	Iteration 2Q: 3 clusters Score -8173466 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22702 members 
Mstep: Class 2 contains 19941 members 
Entering Unmasked Estep 
Score: -8173985.500000 Penalty: 5287.666992
	Iteration 3Q: 3 clusters Score -8173986 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23377 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -8174597.000000 Penalty: 5287.666992
	Iteration 4Q: 3 clusters Score -8174597 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24279 members 
Mstep: Class 2 contains 18364 members 
Entering Unmasked Estep 
Score: -8175356.500000 Penalty: 5287.666992
	Iteration 5Q: 3 clusters Score -8175356 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25465 members 
Mstep: Class 2 contains 17178 members 
Entering Unmasked Estep 
Score: -8176181.000000 Penalty: 5287.666992
	Iteration 6Q: 3 clusters Score -8176181 nChanged 2218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 15712 members 
Entering Unmasked Estep 
Score: -8177463.000000 Penalty: 5287.666992
	Iteration 7F: 3 clusters Score -8177463 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28639 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -8179003.000000 Penalty: 5287.666992
	Iteration 8F: 3 clusters Score -8179003 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30503 members 
Mstep: Class 2 contains 12140 members 
Entering Unmasked Estep 
Score: -8180769.500000 Penalty: 5287.666992
	Iteration 9F: 3 clusters Score -8180770 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32184 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -8182258.500000 Penalty: 5287.666992
	Iteration 10F: 3 clusters Score -8182258 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33640 members 
Mstep: Class 2 contains 9003 members 
Entering Unmasked Estep 
Score: -8183377.500000 Penalty: 5287.666992
	Iteration 11Q: 3 clusters Score -8183378 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -8184059.500000 Penalty: 5287.666992
	Iteration 12Q: 3 clusters Score -8184060 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35943 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -8184521.500000 Penalty: 5287.666992
	Iteration 13Q: 3 clusters Score -8184522 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36869 members 
Mstep: Class 2 contains 5774 members 
Entering Unmasked Estep 
Score: -8184938.000000 Penalty: 5287.666992
	Iteration 14Q: 3 clusters Score -8184938 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 4958 members 
Entering Unmasked Estep 
Score: -8185314.500000 Penalty: 5287.666992
	Iteration 15Q: 3 clusters Score -8185314 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38382 members 
Mstep: Class 2 contains 4261 members 
Entering Unmasked Estep 
Score: -8185581.500000 Penalty: 5287.666992
	Iteration 16Q: 3 clusters Score -8185582 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38942 members 
Mstep: Class 2 contains 3701 members 
Entering Unmasked Estep 
Score: -8185843.000000 Penalty: 5287.666992
	Iteration 17Q: 3 clusters Score -8185843 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39439 members 
Mstep: Class 2 contains 3204 members 
Entering Unmasked Estep 
Score: -8186026.500000 Penalty: 5287.666992
	Iteration 18Q: 3 clusters Score -8186026 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39840 members 
Mstep: Class 2 contains 2803 members 
Entering Unmasked Estep 
Score: -8186128.000000 Penalty: 5287.666992
	Iteration 19Q: 3 clusters Score -8186128 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -8186213.500000 Penalty: 5287.666992
	Iteration 20F: 3 clusters Score -8186214 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40525 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -8186258.500000 Penalty: 5287.666992
	Iteration 21Q: 3 clusters Score -8186258 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 1841 members 
Entering Unmasked Estep 
Score: -8186351.500000 Penalty: 5287.666992
	Iteration 22Q: 3 clusters Score -8186352 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41049 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -8186372.000000 Penalty: 5287.666992
	Iteration 23Q: 3 clusters Score -8186372 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41249 members 
Mstep: Class 2 contains 1394 members 
Entering Unmasked Estep 
Score: -8186398.500000 Penalty: 5287.666992
	Iteration 24Q: 3 clusters Score -8186398 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41403 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -8186425.000000 Penalty: 5287.666992
	Iteration 25Q: 3 clusters Score -8186425 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41548 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8186438.000000 Penalty: 5287.666992
	Iteration 26Q: 3 clusters Score -8186438 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -8186422.500000 Penalty: 5287.666992
	Iteration 27Q: 3 clusters Score -8186422 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41765 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -8186438.000000 Penalty: 5287.666992
	Iteration 28Q: 3 clusters Score -8186438 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41824 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -8186452.000000 Penalty: 5287.666992
	Iteration 29Q: 3 clusters Score -8186452 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41876 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8186453.000000 Penalty: 5287.666992
	Iteration 30Q: 3 clusters Score -8186453 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41914 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8186464.500000 Penalty: 5287.666992
	Iteration 31Q: 3 clusters Score -8186464 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41949 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -8186466.000000 Penalty: 5287.666992
	Iteration 32Q: 3 clusters Score -8186466 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41968 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -8186466.000000 Penalty: 5287.666992
	Iteration 33Q: 3 clusters Score -8186466 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -8186462.000000 Penalty: 5287.666992
	Iteration 34Q: 3 clusters Score -8186462 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -8186460.500000 Penalty: 5287.666992
	Iteration 35Q: 3 clusters Score -8186460 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42024 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -8186471.000000 Penalty: 5287.666992
	Iteration 36Q: 3 clusters Score -8186471 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -8186474.000000 Penalty: 5287.666992
	Iteration 37Q: 3 clusters Score -8186474 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -8186480.000000 Penalty: 5287.666992
	Iteration 38Q: 3 clusters Score -8186480 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8186484.500000 Penalty: 5287.666992
	Iteration 39Q: 3 clusters Score -8186484 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -8186474.000000 Penalty: 5287.666992
	Iteration 40F: 3 clusters Score -8186474 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42088 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -8186471.500000 Penalty: 5287.666992
	Iteration 41Q: 3 clusters Score -8186472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -8186477.500000 Penalty: 5287.666992
	Iteration 42Q: 3 clusters Score -8186478 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42102 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -8186475.000000 Penalty: 5287.666992
	Iteration 43Q: 3 clusters Score -8186475 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8186481.000000 Penalty: 5287.666992
	Iteration 44Q: 3 clusters Score -8186481 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42108 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -8186479.000000 Penalty: 5287.666992
	Iteration 45Q: 3 clusters Score -8186479 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -8186480.500000 Penalty: 5287.666992
	Iteration 46Q: 3 clusters Score -8186480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8186481.000000 Penalty: 5287.666992
	Iteration 47Q: 3 clusters Score -8186481 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42115 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -8186481.000000 Penalty: 5287.666992
	Iteration 48F: 3 clusters Score -8186481 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (46860 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46860 members 
Entering Unmasked Estep 
Score: -8841852.000000 Penalty: 2667.220215
	Iteration 0F: 2 clusters Score -8841852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 23596 members 
Entering Unmasked Estep 
Score: -8814154.000000 Penalty: 5334.440430
	Iteration 0F: 3 clusters Score -8814154 nChanged 21530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 24804 members 
Entering Unmasked Estep 
Score: -8826083.000000 Penalty: 5334.440430
	Iteration 1F: 3 clusters Score -8826083 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21313 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -8826727.000000 Penalty: 5334.440430
	Iteration 2Q: 3 clusters Score -8826727 nChanged 1901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20280 members 
Mstep: Class 2 contains 26580 members 
Entering Unmasked Estep 
Score: -8827337.000000 Penalty: 5334.440430
	Iteration 3Q: 3 clusters Score -8827337 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18840 members 
Mstep: Class 2 contains 28020 members 
Entering Unmasked Estep 
Score: -8828105.000000 Penalty: 5334.440430
	Iteration 4Q: 3 clusters Score -8828105 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16889 members 
Mstep: Class 2 contains 29971 members 
Entering Unmasked Estep 
Score: -8829089.000000 Penalty: 5334.440430
	Iteration 5Q: 3 clusters Score -8829089 nChanged 2642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 32425 members 
Entering Unmasked Estep 
Score: -8830608.000000 Penalty: 5334.440430
	Iteration 6F: 3 clusters Score -8830608 nChanged 2956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -8832507.000000 Penalty: 5334.440430
	Iteration 7F: 3 clusters Score -8832507 nChanged 3031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8750 members 
Mstep: Class 2 contains 38110 members 
Entering Unmasked Estep 
Score: -8834687.000000 Penalty: 5334.440430
	Iteration 8F: 3 clusters Score -8834687 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 40470 members 
Entering Unmasked Estep 
Score: -8836399.000000 Penalty: 5334.440430
	Iteration 9F: 3 clusters Score -8836399 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4872 members 
Mstep: Class 2 contains 41988 members 
Entering Unmasked Estep 
Score: -8837525.000000 Penalty: 5334.440430
	Iteration 10Q: 3 clusters Score -8837525 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3996 members 
Mstep: Class 2 contains 42864 members 
Entering Unmasked Estep 
Score: -8838189.000000 Penalty: 5334.440430
	Iteration 11Q: 3 clusters Score -8838189 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 43382 members 
Entering Unmasked Estep 
Score: -8838614.000000 Penalty: 5334.440430
	Iteration 12Q: 3 clusters Score -8838614 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 43671 members 
Entering Unmasked Estep 
Score: -8838834.000000 Penalty: 5334.440430
	Iteration 13Q: 3 clusters Score -8838834 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -8838983.000000 Penalty: 5334.440430
	Iteration 14Q: 3 clusters Score -8838983 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8839077.000000 Penalty: 5334.440430
	Iteration 15Q: 3 clusters Score -8839077 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2766 members 
Mstep: Class 2 contains 44094 members 
Entering Unmasked Estep 
Score: -8839144.000000 Penalty: 5334.440430
	Iteration 16Q: 3 clusters Score -8839144 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8839196.000000 Penalty: 5334.440430
	Iteration 17Q: 3 clusters Score -8839196 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 44223 members 
Entering Unmasked Estep 
Score: -8839209.000000 Penalty: 5334.440430
	Iteration 18Q: 3 clusters Score -8839209 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 44259 members 
Entering Unmasked Estep 
Score: -8839252.000000 Penalty: 5334.440430
	Iteration 19Q: 3 clusters Score -8839252 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8839271.000000 Penalty: 5334.440430
	Iteration 20F: 3 clusters Score -8839271 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -8839312.000000 Penalty: 5334.440430
	Iteration 21Q: 3 clusters Score -8839312 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -8839341.000000 Penalty: 5334.440430
	Iteration 22Q: 3 clusters Score -8839341 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -8839362.000000 Penalty: 5334.440430
	Iteration 23Q: 3 clusters Score -8839362 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -8839370.000000 Penalty: 5334.440430
	Iteration 24Q: 3 clusters Score -8839370 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 44340 members 
Entering Unmasked Estep 
Score: -8839382.000000 Penalty: 5334.440430
	Iteration 25Q: 3 clusters Score -8839382 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -8839392.000000 Penalty: 5334.440430
	Iteration 26Q: 3 clusters Score -8839392 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 44341 members 
Entering Unmasked Estep 
Score: -8839389.000000 Penalty: 5334.440430
	Iteration 27Q: 3 clusters Score -8839389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8839390.000000 Penalty: 5334.440430
	Iteration 28Q: 3 clusters Score -8839390 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -8839411.000000 Penalty: 5334.440430
	Iteration 29Q: 3 clusters Score -8839411 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2491 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -8839430.000000 Penalty: 5334.440430
	Iteration 30Q: 3 clusters Score -8839430 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2486 members 
Mstep: Class 2 contains 44374 members 
Entering Unmasked Estep 
Score: -8839430.000000 Penalty: 5334.440430
	Iteration 31Q: 3 clusters Score -8839430 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -8839437.000000 Penalty: 5334.440430
	Iteration 32Q: 3 clusters Score -8839437 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8839431.000000 Penalty: 5334.440430
	Iteration 33Q: 3 clusters Score -8839431 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2493 members 
Mstep: Class 2 contains 44367 members 
Entering Unmasked Estep 
Score: -8839425.000000 Penalty: 5334.440430
	Iteration 34Q: 3 clusters Score -8839425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2492 members 
Mstep: Class 2 contains 44368 members 
Entering Unmasked Estep 
Score: -8839431.000000 Penalty: 5334.440430
	Iteration 35Q: 3 clusters Score -8839431 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 44362 members 
Entering Unmasked Estep 
Score: -8839442.000000 Penalty: 5334.440430
	Iteration 36Q: 3 clusters Score -8839442 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2504 members 
Mstep: Class 2 contains 44356 members 
Entering Unmasked Estep 
Score: -8839440.000000 Penalty: 5334.440430
	Iteration 37Q: 3 clusters Score -8839440 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -8839457.000000 Penalty: 5334.440430
	Iteration 38Q: 3 clusters Score -8839457 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 44342 members 
Entering Unmasked Estep 
Score: -8839454.000000 Penalty: 5334.440430
	Iteration 39Q: 3 clusters Score -8839454 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 44331 members 
Entering Unmasked Estep 
Score: -8839458.000000 Penalty: 5334.440430
	Iteration 40F: 3 clusters Score -8839458 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2527 members 
Mstep: Class 2 contains 44333 members 
Entering Unmasked Estep 
Score: -8839462.000000 Penalty: 5334.440430
	Iteration 41Q: 3 clusters Score -8839462 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -8839465.000000 Penalty: 5334.440430
	Iteration 42Q: 3 clusters Score -8839465 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2539 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
Score: -8839480.000000 Penalty: 5334.440430
	Iteration 43Q: 3 clusters Score -8839480 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8839482.000000 Penalty: 5334.440430
	Iteration 44Q: 3 clusters Score -8839482 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8839486.000000 Penalty: 5334.440430
	Iteration 45Q: 3 clusters Score -8839486 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -8839489.000000 Penalty: 5334.440430
	Iteration 46Q: 3 clusters Score -8839489 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2532 members 
Mstep: Class 2 contains 44328 members 
Entering Unmasked Estep 
Score: -8839500.000000 Penalty: 5334.440430
	Iteration 47Q: 3 clusters Score -8839500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 44325 members 
Entering Unmasked Estep 
Score: -8839505.000000 Penalty: 5334.440430
	Iteration 48Q: 3 clusters Score -8839505 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 44330 members 
Entering Unmasked Estep 
Score: -8839500.000000 Penalty: 5334.440430
	Iteration 49Q: 3 clusters Score -8839500 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 44337 members 
Entering Unmasked Estep 
Score: -8839513.000000 Penalty: 5334.440430
	Iteration 50Q: 3 clusters Score -8839513 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -8839519.000000 Penalty: 5334.440430
	Iteration 51Q: 3 clusters Score -8839519 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 44343 members 
Entering Unmasked Estep 
Score: -8839516.000000 Penalty: 5334.440430
	Iteration 52Q: 3 clusters Score -8839516 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -8839519.000000 Penalty: 5334.440430
	Iteration 53Q: 3 clusters Score -8839519 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -8839517.000000 Penalty: 5334.440430
	Iteration 54Q: 3 clusters Score -8839517 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 44350 members 
Entering Unmasked Estep 
Score: -8839528.000000 Penalty: 5334.440430
	Iteration 55Q: 3 clusters Score -8839528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2509 members 
Mstep: Class 2 contains 44351 members 
Entering Unmasked Estep 
Score: -8839521.000000 Penalty: 5334.440430
	Iteration 56Q: 3 clusters Score -8839521 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 44353 members 
Entering Unmasked Estep 
Score: -8839518.000000 Penalty: 5334.440430
	Iteration 57Q: 3 clusters Score -8839518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 44358 members 
Entering Unmasked Estep 
Score: -8839522.000000 Penalty: 5334.440430
	Iteration 58Q: 3 clusters Score -8839522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2495 members 
Mstep: Class 2 contains 44365 members 
Entering Unmasked Estep 
Score: -8839515.000000 Penalty: 5334.440430
	Iteration 59Q: 3 clusters Score -8839515 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8839518.000000 Penalty: 5334.440430
	Iteration 60F: 3 clusters Score -8839518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 44370 members 
Entering Unmasked Estep 
Score: -8839530.000000 Penalty: 5334.440430
	Iteration 61Q: 3 clusters Score -8839530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8839523.000000 Penalty: 5334.440430
	Iteration 62Q: 3 clusters Score -8839523 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8839520.000000 Penalty: 5334.440430
	Iteration 63Q: 3 clusters Score -8839520 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 44375 members 
Entering Unmasked Estep 
Score: -8839534.000000 Penalty: 5334.440430
	Iteration 64Q: 3 clusters Score -8839534 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 44378 members 
Entering Unmasked Estep 
Score: -8839532.000000 Penalty: 5334.440430
	Iteration 65Q: 3 clusters Score -8839532 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -8839533.000000 Penalty: 5334.440430
	Iteration 66Q: 3 clusters Score -8839533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 44380 members 
Entering Unmasked Estep 
Score: -8839533.000000 Penalty: 5334.440430
	Iteration 67F: 3 clusters Score -8839533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Entering Unmasked Estep 
Score: -89628.210938 Penalty: 1540.726318
	Iteration 0F: 2 clusters Score -89628.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -88259.078125 Penalty: 3081.452637
	Iteration 0F: 3 clusters Score -88259.08 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -88470.789062 Penalty: 3081.452637
	Iteration 1F: 3 clusters Score -88470.79 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -88566.632812 Penalty: 3081.452637
	Iteration 2F: 3 clusters Score -88566.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 201 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -88609.921875 Penalty: 3081.452637
	Iteration 3Q: 3 clusters Score -88609.92 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -88663.507812 Penalty: 3081.452637
	Iteration 4Q: 3 clusters Score -88663.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -88710.617188 Penalty: 3081.452637
	Iteration 5Q: 3 clusters Score -88710.62 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -88753.296875 Penalty: 3081.452637
	Iteration 6Q: 3 clusters Score -88753.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -88795.015625 Penalty: 3081.452637
	Iteration 7Q: 3 clusters Score -88795.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -88860.015625 Penalty: 3081.452637
	Iteration 8Q: 3 clusters Score -88860.02 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -88912.421875 Penalty: 3081.452637
	Iteration 9Q: 3 clusters Score -88912.42 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -88960.835938 Penalty: 3081.452637
	Iteration 10Q: 3 clusters Score -88960.84 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -88990.906250 Penalty: 3081.452637
	Iteration 11Q: 3 clusters Score -88990.91 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -89004.203125 Penalty: 3081.452637
	Iteration 12Q: 3 clusters Score -89004.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89013.625000 Penalty: 3081.452637
	Iteration 13Q: 3 clusters Score -89013.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89033.062500 Penalty: 3081.452637
	Iteration 14F: 3 clusters Score -89033.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89064.140625 Penalty: 3081.452637
	Iteration 15Q: 3 clusters Score -89064.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -89067.851562 Penalty: 3081.452637
	Iteration 16Q: 3 clusters Score -89067.85 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89069.929688 Penalty: 3081.452637
	Iteration 17Q: 3 clusters Score -89069.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -89069.929688 Penalty: 3081.452637
	Iteration 18F: 3 clusters Score -89069.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (848 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Entering Unmasked Estep 
Score: -151752.640625 Penalty: 1672.234497
	Iteration 0F: 2 clusters Score -151752.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -149912.781250 Penalty: 3344.468994
	Iteration 0F: 3 clusters Score -149912.8 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -150160.953125 Penalty: 3344.468994
	Iteration 1F: 3 clusters Score -150161 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -150229.015625 Penalty: 3344.468994
	Iteration 2F: 3 clusters Score -150229 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -150255.296875 Penalty: 3344.468994
	Iteration 3Q: 3 clusters Score -150255.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -150268.937500 Penalty: 3344.468994
	Iteration 4Q: 3 clusters Score -150268.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -150277.906250 Penalty: 3344.468994
	Iteration 5Q: 3 clusters Score -150277.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -150282.062500 Penalty: 3344.468994
	Iteration 6Q: 3 clusters Score -150282.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -150283.890625 Penalty: 3344.468994
	Iteration 7Q: 3 clusters Score -150283.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -150286.890625 Penalty: 3344.468994
	Iteration 8Q: 3 clusters Score -150286.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -150288.406250 Penalty: 3344.468994
	Iteration 9Q: 3 clusters Score -150288.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -150288.406250 Penalty: 3344.468994
	Iteration 10F: 3 clusters Score -150288.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (22997 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22997 members 
Entering Unmasked Estep 
Score: -4638236.000000 Penalty: 2490.693604
	Iteration 0F: 2 clusters Score -4638236 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 11580 members 
Entering Unmasked Estep 
Score: -4622903.000000 Penalty: 4981.387207
	Iteration 0F: 3 clusters Score -4622903 nChanged 10104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -4628298.000000 Penalty: 4981.387207
	Iteration 1F: 3 clusters Score -4628298 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10872 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -4628677.500000 Penalty: 4981.387207
	Iteration 2F: 3 clusters Score -4628678 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10705 members 
Mstep: Class 2 contains 12292 members 
Entering Unmasked Estep 
Score: -4628997.500000 Penalty: 4981.387207
	Iteration 3Q: 3 clusters Score -4628998 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10483 members 
Mstep: Class 2 contains 12514 members 
Entering Unmasked Estep 
Score: -4629243.500000 Penalty: 4981.387207
	Iteration 4Q: 3 clusters Score -4629244 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10224 members 
Mstep: Class 2 contains 12773 members 
Entering Unmasked Estep 
Score: -4629469.000000 Penalty: 4981.387207
	Iteration 5Q: 3 clusters Score -4629469 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 13063 members 
Entering Unmasked Estep 
Score: -4629666.000000 Penalty: 4981.387207
	Iteration 6Q: 3 clusters Score -4629666 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -4629884.000000 Penalty: 4981.387207
	Iteration 7Q: 3 clusters Score -4629884 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -4630125.000000 Penalty: 4981.387207
	Iteration 8Q: 3 clusters Score -4630125 nChanged 767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8291 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -4630496.000000 Penalty: 4981.387207
	Iteration 9Q: 3 clusters Score -4630496 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -4630901.000000 Penalty: 4981.387207
	Iteration 10Q: 3 clusters Score -4630901 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6389 members 
Mstep: Class 2 contains 16608 members 
Entering Unmasked Estep 
Score: -4631490.500000 Penalty: 4981.387207
	Iteration 11Q: 3 clusters Score -4631490 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5127 members 
Mstep: Class 2 contains 17870 members 
Entering Unmasked Estep 
Score: -4632301.500000 Penalty: 4981.387207
	Iteration 12F: 3 clusters Score -4632302 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 19251 members 
Entering Unmasked Estep 
Score: -4633231.000000 Penalty: 4981.387207
	Iteration 13F: 3 clusters Score -4633231 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -4634150.500000 Penalty: 4981.387207
	Iteration 14F: 3 clusters Score -4634150 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4634896.000000 Penalty: 4981.387207
	Iteration 15Q: 3 clusters Score -4634896 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 22017 members 
Entering Unmasked Estep 
Score: -4635380.000000 Penalty: 4981.387207
	Iteration 16Q: 3 clusters Score -4635380 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 22326 members 
Entering Unmasked Estep 
Score: -4635657.000000 Penalty: 4981.387207
	Iteration 17Q: 3 clusters Score -4635657 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 22483 members 
Entering Unmasked Estep 
Score: -4635815.000000 Penalty: 4981.387207
	Iteration 18Q: 3 clusters Score -4635815 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 22554 members 
Entering Unmasked Estep 
Score: -4635895.500000 Penalty: 4981.387207
	Iteration 19Q: 3 clusters Score -4635896 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 22592 members 
Entering Unmasked Estep 
Score: -4635935.000000 Penalty: 4981.387207
	Iteration 20F: 3 clusters Score -4635935 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -4635961.500000 Penalty: 4981.387207
	Iteration 21Q: 3 clusters Score -4635962 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -4635982.500000 Penalty: 4981.387207
	Iteration 22Q: 3 clusters Score -4635982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4636007.500000 Penalty: 4981.387207
	Iteration 23Q: 3 clusters Score -4636008 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 22668 members 
Entering Unmasked Estep 
Score: -4636027.000000 Penalty: 4981.387207
	Iteration 24Q: 3 clusters Score -4636027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -4636040.500000 Penalty: 4981.387207
	Iteration 25Q: 3 clusters Score -4636040 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -4636045.500000 Penalty: 4981.387207
	Iteration 26Q: 3 clusters Score -4636046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 22683 members 
Entering Unmasked Estep 
Score: -4636055.500000 Penalty: 4981.387207
	Iteration 27Q: 3 clusters Score -4636056 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -4636050.000000 Penalty: 4981.387207
	Iteration 28Q: 3 clusters Score -4636050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -4636052.500000 Penalty: 4981.387207
	Iteration 29Q: 3 clusters Score -4636052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 22687 members 
Entering Unmasked Estep 
Score: -4636062.000000 Penalty: 4981.387207
	Iteration 30Q: 3 clusters Score -4636062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -4636067.500000 Penalty: 4981.387207
	Iteration 31Q: 3 clusters Score -4636068 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -4636074.500000 Penalty: 4981.387207
	Iteration 32Q: 3 clusters Score -4636074 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4636075.000000 Penalty: 4981.387207
	Iteration 33Q: 3 clusters Score -4636075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 22692 members 
Entering Unmasked Estep 
Score: -4636075.000000 Penalty: 4981.387207
	Iteration 34F: 3 clusters Score -4636075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (38214 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38214 members 
Entering Unmasked Estep 
Score: -7293614.000000 Penalty: 2616.637451
	Iteration 0F: 2 clusters Score -7293614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18970 members 
Mstep: Class 2 contains 19244 members 
Entering Unmasked Estep 
Score: -7268852.000000 Penalty: 5233.274902
	Iteration 0F: 3 clusters Score -7268852 nChanged 17449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 20123 members 
Entering Unmasked Estep 
Score: -7278632.000000 Penalty: 5233.274902
	Iteration 1F: 3 clusters Score -7278632 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17527 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -7279507.500000 Penalty: 5233.274902
	Iteration 2Q: 3 clusters Score -7279508 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -7280693.000000 Penalty: 5233.274902
	Iteration 3Q: 3 clusters Score -7280693 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16165 members 
Mstep: Class 2 contains 22049 members 
Entering Unmasked Estep 
Score: -7281977.000000 Penalty: 5233.274902
	Iteration 4F: 3 clusters Score -7281977 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -7283481.000000 Penalty: 5233.274902
	Iteration 5F: 3 clusters Score -7283481 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15209 members 
Mstep: Class 2 contains 23005 members 
Entering Unmasked Estep 
Score: -7285132.000000 Penalty: 5233.274902
	Iteration 6F: 3 clusters Score -7285132 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15152 members 
Mstep: Class 2 contains 23062 members 
Entering Unmasked Estep 
Score: -7286789.000000 Penalty: 5233.274902
	Iteration 7F: 3 clusters Score -7286789 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 22906 members 
Entering Unmasked Estep 
Score: -7288297.500000 Penalty: 5233.274902
	Iteration 8F: 3 clusters Score -7288298 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 22498 members 
Entering Unmasked Estep 
Score: -7289629.500000 Penalty: 5233.274902
	Iteration 9F: 3 clusters Score -7289630 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16206 members 
Mstep: Class 2 contains 22008 members 
Entering Unmasked Estep 
Score: -7290561.000000 Penalty: 5233.274902
	Iteration 10Q: 3 clusters Score -7290561 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16705 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -7291206.500000 Penalty: 5233.274902
	Iteration 11Q: 3 clusters Score -7291206 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 21073 members 
Entering Unmasked Estep 
Score: -7291690.000000 Penalty: 5233.274902
	Iteration 12Q: 3 clusters Score -7291690 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 20701 members 
Entering Unmasked Estep 
Score: -7292031.500000 Penalty: 5233.274902
	Iteration 13Q: 3 clusters Score -7292032 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17756 members 
Mstep: Class 2 contains 20458 members 
Entering Unmasked Estep 
Score: -7292269.500000 Penalty: 5233.274902
	Iteration 14Q: 3 clusters Score -7292270 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17860 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -7292425.500000 Penalty: 5233.274902
	Iteration 15Q: 3 clusters Score -7292426 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 20312 members 
Entering Unmasked Estep 
Score: -7292534.000000 Penalty: 5233.274902
	Iteration 16Q: 3 clusters Score -7292534 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 20322 members 
Entering Unmasked Estep 
Score: -7292587.500000 Penalty: 5233.274902
	Iteration 17Q: 3 clusters Score -7292588 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -7292606.500000 Penalty: 5233.274902
	Iteration 18Q: 3 clusters Score -7292606 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17832 members 
Mstep: Class 2 contains 20382 members 
Entering Unmasked Estep 
Score: -7292620.500000 Penalty: 5233.274902
	Iteration 19Q: 3 clusters Score -7292620 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17823 members 
Mstep: Class 2 contains 20391 members 
Entering Unmasked Estep 
Score: -7292624.000000 Penalty: 5233.274902
	Iteration 20F: 3 clusters Score -7292624 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 20378 members 
Entering Unmasked Estep 
Score: -7292653.000000 Penalty: 5233.274902
	Iteration 21Q: 3 clusters Score -7292653 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7292657.000000 Penalty: 5233.274902
	Iteration 22Q: 3 clusters Score -7292657 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7292670.000000 Penalty: 5233.274902
	Iteration 23Q: 3 clusters Score -7292670 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -7292672.500000 Penalty: 5233.274902
	Iteration 24Q: 3 clusters Score -7292672 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 20358 members 
Entering Unmasked Estep 
Score: -7292675.000000 Penalty: 5233.274902
	Iteration 25Q: 3 clusters Score -7292675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -7292667.500000 Penalty: 5233.274902
	Iteration 26Q: 3 clusters Score -7292668 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -7292671.500000 Penalty: 5233.274902
	Iteration 27Q: 3 clusters Score -7292672 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17861 members 
Mstep: Class 2 contains 20353 members 
Entering Unmasked Estep 
Score: -7292681.000000 Penalty: 5233.274902
	Iteration 28Q: 3 clusters Score -7292681 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17857 members 
Mstep: Class 2 contains 20357 members 
Entering Unmasked Estep 
Score: -7292678.000000 Penalty: 5233.274902
	Iteration 29Q: 3 clusters Score -7292678 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7292677.500000 Penalty: 5233.274902
	Iteration 30Q: 3 clusters Score -7292678 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -7292678.000000 Penalty: 5233.274902
	Iteration 31Q: 3 clusters Score -7292678 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -7292680.000000 Penalty: 5233.274902
	Iteration 32Q: 3 clusters Score -7292680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7292667.500000 Penalty: 5233.274902
	Iteration 33Q: 3 clusters Score -7292668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7292673.000000 Penalty: 5233.274902
	Iteration 34Q: 3 clusters Score -7292673 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -7292672.500000 Penalty: 5233.274902
	Iteration 35Q: 3 clusters Score -7292672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7292669.000000 Penalty: 5233.274902
	Iteration 36Q: 3 clusters Score -7292669 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17850 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -7292672.500000 Penalty: 5233.274902
	Iteration 37Q: 3 clusters Score -7292672 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7292676.000000 Penalty: 5233.274902
	Iteration 38Q: 3 clusters Score -7292676 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -7292673.500000 Penalty: 5233.274902
	Iteration 39Q: 3 clusters Score -7292674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17854 members 
Mstep: Class 2 contains 20360 members 
Entering Unmasked Estep 
Score: -7292678.500000 Penalty: 5233.274902
	Iteration 40F: 3 clusters Score -7292678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -7292683.500000 Penalty: 5233.274902
	Iteration 41Q: 3 clusters Score -7292684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17853 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -7292686.000000 Penalty: 5233.274902
	Iteration 42Q: 3 clusters Score -7292686 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -7292685.000000 Penalty: 5233.274902
	Iteration 43Q: 3 clusters Score -7292685 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7292691.500000 Penalty: 5233.274902
	Iteration 44Q: 3 clusters Score -7292692 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7292689.000000 Penalty: 5233.274902
	Iteration 45Q: 3 clusters Score -7292689 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -7292687.500000 Penalty: 5233.274902
	Iteration 46Q: 3 clusters Score -7292688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7292680.500000 Penalty: 5233.274902
	Iteration 47Q: 3 clusters Score -7292680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -7292687.000000 Penalty: 5233.274902
	Iteration 48Q: 3 clusters Score -7292687 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -7292684.500000 Penalty: 5233.274902
	Iteration 49Q: 3 clusters Score -7292684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -7292688.000000 Penalty: 5233.274902
	Iteration 50Q: 3 clusters Score -7292688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -7292688.000000 Penalty: 5233.274902
	Iteration 51Q: 3 clusters Score -7292688 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -7292689.000000 Penalty: 5233.274902
	Iteration 52Q: 3 clusters Score -7292689 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -7292686.000000 Penalty: 5233.274902
	Iteration 53Q: 3 clusters Score -7292686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17847 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -7292690.000000 Penalty: 5233.274902
	Iteration 54Q: 3 clusters Score -7292690 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -7292685.500000 Penalty: 5233.274902
	Iteration 55Q: 3 clusters Score -7292686 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17851 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -7292687.000000 Penalty: 5233.274902
	Iteration 56Q: 3 clusters Score -7292687 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17849 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7292678.500000 Penalty: 5233.274902
	Iteration 57Q: 3 clusters Score -7292678 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17848 members 
Mstep: Class 2 contains 20366 members 
Entering Unmasked Estep 
Score: -7292677.000000 Penalty: 5233.274902
	Iteration 58Q: 3 clusters Score -7292677 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -7292677.000000 Penalty: 5233.274902
	Iteration 59Q: 3 clusters Score -7292677 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 20369 members 
Entering Unmasked Estep 
Score: -7292677.000000 Penalty: 5233.274902
	Iteration 60F: 3 clusters Score -7292677 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (17412 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Entering Unmasked Estep 
Score: -3217883.750000 Penalty: 2421.698730
	Iteration 0F: 2 clusters Score -3217884 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8798 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -3205622.000000 Penalty: 4843.397461
	Iteration 0F: 3 clusters Score -3205622 nChanged 7512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 8364 members 
Entering Unmasked Estep 
Score: -3209650.250000 Penalty: 4843.397461
	Iteration 1F: 3 clusters Score -3209650 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9194 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -3210003.500000 Penalty: 4843.397461
	Iteration 2F: 3 clusters Score -3210004 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9394 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -3210291.250000 Penalty: 4843.397461
	Iteration 3Q: 3 clusters Score -3210291 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9672 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -3210578.250000 Penalty: 4843.397461
	Iteration 4Q: 3 clusters Score -3210578 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10046 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -3210900.500000 Penalty: 4843.397461
	Iteration 5Q: 3 clusters Score -3210900 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10498 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -3211262.500000 Penalty: 4843.397461
	Iteration 6Q: 3 clusters Score -3211262 nChanged 815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11055 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -3211684.000000 Penalty: 4843.397461
	Iteration 7Q: 3 clusters Score -3211684 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 5586 members 
Entering Unmasked Estep 
Score: -3212277.500000 Penalty: 4843.397461
	Iteration 8F: 3 clusters Score -3212278 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12672 members 
Mstep: Class 2 contains 4740 members 
Entering Unmasked Estep 
Score: -3212932.500000 Penalty: 4843.397461
	Iteration 9F: 3 clusters Score -3212932 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13589 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -3213703.750000 Penalty: 4843.397461
	Iteration 10F: 3 clusters Score -3213704 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 2920 members 
Entering Unmasked Estep 
Score: -3214513.500000 Penalty: 4843.397461
	Iteration 11F: 3 clusters Score -3214514 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15260 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -3215208.500000 Penalty: 4843.397461
	Iteration 12Q: 3 clusters Score -3215208 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 1603 members 
Entering Unmasked Estep 
Score: -3215739.500000 Penalty: 4843.397461
	Iteration 13Q: 3 clusters Score -3215740 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16191 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3216091.500000 Penalty: 4843.397461
	Iteration 14Q: 3 clusters Score -3216092 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16405 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -3216257.250000 Penalty: 4843.397461
	Iteration 15Q: 3 clusters Score -3216257 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16535 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -3216353.000000 Penalty: 4843.397461
	Iteration 16Q: 3 clusters Score -3216353 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16616 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3216411.750000 Penalty: 4843.397461
	Iteration 17Q: 3 clusters Score -3216412 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16671 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -3216465.000000 Penalty: 4843.397461
	Iteration 18Q: 3 clusters Score -3216465 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16711 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3216494.250000 Penalty: 4843.397461
	Iteration 19Q: 3 clusters Score -3216494 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -3216514.500000 Penalty: 4843.397461
	Iteration 20F: 3 clusters Score -3216514 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16751 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -3216533.250000 Penalty: 4843.397461
	Iteration 21Q: 3 clusters Score -3216533 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16762 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -3216541.750000 Penalty: 4843.397461
	Iteration 22Q: 3 clusters Score -3216542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -3216547.250000 Penalty: 4843.397461
	Iteration 23Q: 3 clusters Score -3216547 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16776 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3216555.000000 Penalty: 4843.397461
	Iteration 24Q: 3 clusters Score -3216555 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -3216551.000000 Penalty: 4843.397461
	Iteration 25Q: 3 clusters Score -3216551 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16783 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3216551.750000 Penalty: 4843.397461
	Iteration 26Q: 3 clusters Score -3216552 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16787 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3216557.250000 Penalty: 4843.397461
	Iteration 27Q: 3 clusters Score -3216557 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16789 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3216559.000000 Penalty: 4843.397461
	Iteration 28Q: 3 clusters Score -3216559 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16791 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -3216557.250000 Penalty: 4843.397461
	Iteration 29Q: 3 clusters Score -3216557 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3216553.250000 Penalty: 4843.397461
	Iteration 30Q: 3 clusters Score -3216553 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16792 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3216554.000000 Penalty: 4843.397461
	Iteration 31Q: 3 clusters Score -3216554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16794 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3216553.500000 Penalty: 4843.397461
	Iteration 32Q: 3 clusters Score -3216554 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3216557.500000 Penalty: 4843.397461
	Iteration 33Q: 3 clusters Score -3216558 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -3216557.500000 Penalty: 4843.397461
	Iteration 34F: 3 clusters Score -3216558 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (21252 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Entering Unmasked Estep 
Score: -4031918.250000 Penalty: 2471.123291
	Iteration 0F: 2 clusters Score -4031918 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 10459 members 
Entering Unmasked Estep 
Score: -4017130.750000 Penalty: 4942.246582
	Iteration 0F: 3 clusters Score -4017131 nChanged 9362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 9607 members 
Entering Unmasked Estep 
Score: -4022109.250000 Penalty: 4942.246582
	Iteration 1F: 3 clusters Score -4022109 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 9000 members 
Entering Unmasked Estep 
Score: -4022598.250000 Penalty: 4942.246582
	Iteration 2F: 3 clusters Score -4022598 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -4023092.750000 Penalty: 4942.246582
	Iteration 3F: 3 clusters Score -4023093 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14071 members 
Mstep: Class 2 contains 7181 members 
Entering Unmasked Estep 
Score: -4023718.500000 Penalty: 4942.246582
	Iteration 4F: 3 clusters Score -4023718 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15318 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -4024579.750000 Penalty: 4942.246582
	Iteration 5F: 3 clusters Score -4024580 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 4464 members 
Entering Unmasked Estep 
Score: -4025744.000000 Penalty: 4942.246582
	Iteration 6F: 3 clusters Score -4025744 nChanged 1441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18221 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4027015.250000 Penalty: 4942.246582
	Iteration 7F: 3 clusters Score -4027015 nChanged 1183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -4028116.250000 Penalty: 4942.246582
	Iteration 8F: 3 clusters Score -4028116 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20178 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -4028840.000000 Penalty: 4942.246582
	Iteration 9Q: 3 clusters Score -4028840 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -4029259.250000 Penalty: 4942.246582
	Iteration 10Q: 3 clusters Score -4029259 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4029457.000000 Penalty: 4942.246582
	Iteration 11Q: 3 clusters Score -4029457 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20869 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -4029544.500000 Penalty: 4942.246582
	Iteration 12Q: 3 clusters Score -4029544 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20904 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -4029601.000000 Penalty: 4942.246582
	Iteration 13Q: 3 clusters Score -4029601 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4029636.250000 Penalty: 4942.246582
	Iteration 14Q: 3 clusters Score -4029636 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20943 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4029660.250000 Penalty: 4942.246582
	Iteration 15Q: 3 clusters Score -4029660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4029679.750000 Penalty: 4942.246582
	Iteration 16Q: 3 clusters Score -4029680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -4029700.500000 Penalty: 4942.246582
	Iteration 17Q: 3 clusters Score -4029700 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20967 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -4029708.750000 Penalty: 4942.246582
	Iteration 18Q: 3 clusters Score -4029709 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20970 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -4029716.500000 Penalty: 4942.246582
	Iteration 19Q: 3 clusters Score -4029716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -4029720.750000 Penalty: 4942.246582
	Iteration 20F: 3 clusters Score -4029721 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4029719.250000 Penalty: 4942.246582
	Iteration 21Q: 3 clusters Score -4029719 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -4029719.250000 Penalty: 4942.246582
	Iteration 22F: 3 clusters Score -4029719 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Entering Unmasked Estep 
Score: -31620.642578 Penalty: 1329.600464
	Iteration 0F: 2 clusters Score -31620.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -30516.759766 Penalty: 2659.200928
	Iteration 0F: 3 clusters Score -30516.76 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 107 members 
Entering Unmasked Estep 
Score: -30574.804688 Penalty: 2659.200928
	Iteration 1F: 3 clusters Score -30574.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -30597.800781 Penalty: 2659.200928
	Iteration 2Q: 3 clusters Score -30597.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30603.775391 Penalty: 2659.200928
	Iteration 3Q: 3 clusters Score -30603.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -30603.775391 Penalty: 2659.200928
	Iteration 4F: 3 clusters Score -30603.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (48369 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Entering Unmasked Estep 
Score: -9309364.000000 Penalty: 2675.080322
	Iteration 0F: 2 clusters Score -9309364 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24097 members 
Mstep: Class 2 contains 24272 members 
Entering Unmasked Estep 
Score: -9282942.000000 Penalty: 5350.160645
	Iteration 0F: 3 clusters Score -9282942 nChanged 22415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23126 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -9295234.000000 Penalty: 5350.160645
	Iteration 1F: 3 clusters Score -9295234 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22454 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -9295819.000000 Penalty: 5350.160645
	Iteration 2Q: 3 clusters Score -9295819 nChanged 2092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21544 members 
Mstep: Class 2 contains 26825 members 
Entering Unmasked Estep 
Score: -9296544.000000 Penalty: 5350.160645
	Iteration 3Q: 3 clusters Score -9296544 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20311 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -9297293.000000 Penalty: 5350.160645
	Iteration 4Q: 3 clusters Score -9297293 nChanged 2237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18886 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -9298218.000000 Penalty: 5350.160645
	Iteration 5Q: 3 clusters Score -9298218 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17163 members 
Mstep: Class 2 contains 31206 members 
Entering Unmasked Estep 
Score: -9299281.000000 Penalty: 5350.160645
	Iteration 6Q: 3 clusters Score -9299281 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15182 members 
Mstep: Class 2 contains 33187 members 
Entering Unmasked Estep 
Score: -9300507.000000 Penalty: 5350.160645
	Iteration 7F: 3 clusters Score -9300507 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -9301992.000000 Penalty: 5350.160645
	Iteration 8F: 3 clusters Score -9301992 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11240 members 
Mstep: Class 2 contains 37129 members 
Entering Unmasked Estep 
Score: -9303451.000000 Penalty: 5350.160645
	Iteration 9F: 3 clusters Score -9303451 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9676 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -9304766.000000 Penalty: 5350.160645
	Iteration 10Q: 3 clusters Score -9304766 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8616 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -9305731.000000 Penalty: 5350.160645
	Iteration 11Q: 3 clusters Score -9305731 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7881 members 
Mstep: Class 2 contains 40488 members 
Entering Unmasked Estep 
Score: -9306415.000000 Penalty: 5350.160645
	Iteration 12Q: 3 clusters Score -9306415 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7408 members 
Mstep: Class 2 contains 40961 members 
Entering Unmasked Estep 
Score: -9306702.000000 Penalty: 5350.160645
	Iteration 13Q: 3 clusters Score -9306702 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7057 members 
Mstep: Class 2 contains 41312 members 
Entering Unmasked Estep 
Score: -9306816.000000 Penalty: 5350.160645
	Iteration 14Q: 3 clusters Score -9306816 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6765 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -9306957.000000 Penalty: 5350.160645
	Iteration 15Q: 3 clusters Score -9306957 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 41905 members 
Entering Unmasked Estep 
Score: -9307031.000000 Penalty: 5350.160645
	Iteration 16Q: 3 clusters Score -9307031 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6220 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -9307137.000000 Penalty: 5350.160645
	Iteration 17Q: 3 clusters Score -9307137 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5981 members 
Mstep: Class 2 contains 42388 members 
Entering Unmasked Estep 
Score: -9307194.000000 Penalty: 5350.160645
	Iteration 18Q: 3 clusters Score -9307194 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5736 members 
Mstep: Class 2 contains 42633 members 
Entering Unmasked Estep 
Score: -9307294.000000 Penalty: 5350.160645
	Iteration 19Q: 3 clusters Score -9307294 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5495 members 
Mstep: Class 2 contains 42874 members 
Entering Unmasked Estep 
Score: -9307385.000000 Penalty: 5350.160645
	Iteration 20F: 3 clusters Score -9307385 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5269 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -9307473.000000 Penalty: 5350.160645
	Iteration 21Q: 3 clusters Score -9307473 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5085 members 
Mstep: Class 2 contains 43284 members 
Entering Unmasked Estep 
Score: -9307587.000000 Penalty: 5350.160645
	Iteration 22Q: 3 clusters Score -9307587 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 43463 members 
Entering Unmasked Estep 
Score: -9307656.000000 Penalty: 5350.160645
	Iteration 23Q: 3 clusters Score -9307656 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4737 members 
Mstep: Class 2 contains 43632 members 
Entering Unmasked Estep 
Score: -9307767.000000 Penalty: 5350.160645
	Iteration 24Q: 3 clusters Score -9307767 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4614 members 
Mstep: Class 2 contains 43755 members 
Entering Unmasked Estep 
Score: -9307811.000000 Penalty: 5350.160645
	Iteration 25Q: 3 clusters Score -9307811 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4508 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -9307864.000000 Penalty: 5350.160645
	Iteration 26Q: 3 clusters Score -9307864 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 43941 members 
Entering Unmasked Estep 
Score: -9307933.000000 Penalty: 5350.160645
	Iteration 27Q: 3 clusters Score -9307933 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 44029 members 
Entering Unmasked Estep 
Score: -9307961.000000 Penalty: 5350.160645
	Iteration 28Q: 3 clusters Score -9307961 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4234 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -9308042.000000 Penalty: 5350.160645
	Iteration 29Q: 3 clusters Score -9308042 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4135 members 
Mstep: Class 2 contains 44234 members 
Entering Unmasked Estep 
Score: -9308070.000000 Penalty: 5350.160645
	Iteration 30Q: 3 clusters Score -9308070 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4023 members 
Mstep: Class 2 contains 44346 members 
Entering Unmasked Estep 
Score: -9308115.000000 Penalty: 5350.160645
	Iteration 31Q: 3 clusters Score -9308115 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 44437 members 
Entering Unmasked Estep 
Score: -9308170.000000 Penalty: 5350.160645
	Iteration 32Q: 3 clusters Score -9308170 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3842 members 
Mstep: Class 2 contains 44527 members 
Entering Unmasked Estep 
Score: -9308203.000000 Penalty: 5350.160645
	Iteration 33Q: 3 clusters Score -9308203 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 44609 members 
Entering Unmasked Estep 
Score: -9308241.000000 Penalty: 5350.160645
	Iteration 34Q: 3 clusters Score -9308241 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 44668 members 
Entering Unmasked Estep 
Score: -9308267.000000 Penalty: 5350.160645
	Iteration 35Q: 3 clusters Score -9308267 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 44729 members 
Entering Unmasked Estep 
Score: -9308275.000000 Penalty: 5350.160645
	Iteration 36Q: 3 clusters Score -9308275 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 44783 members 
Entering Unmasked Estep 
Score: -9308297.000000 Penalty: 5350.160645
	Iteration 37Q: 3 clusters Score -9308297 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 44856 members 
Entering Unmasked Estep 
Score: -9308297.000000 Penalty: 5350.160645
	Iteration 38Q: 3 clusters Score -9308297 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 44913 members 
Entering Unmasked Estep 
Score: -9308273.000000 Penalty: 5350.160645
	Iteration 39Q: 3 clusters Score -9308273 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 44965 members 
Entering Unmasked Estep 
Score: -9308259.000000 Penalty: 5350.160645
	Iteration 40F: 3 clusters Score -9308259 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -9308261.000000 Penalty: 5350.160645
	Iteration 41Q: 3 clusters Score -9308261 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -9308279.000000 Penalty: 5350.160645
	Iteration 42Q: 3 clusters Score -9308279 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 45093 members 
Entering Unmasked Estep 
Score: -9308282.000000 Penalty: 5350.160645
	Iteration 43Q: 3 clusters Score -9308282 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3210 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -9308265.000000 Penalty: 5350.160645
	Iteration 44Q: 3 clusters Score -9308265 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3146 members 
Mstep: Class 2 contains 45223 members 
Entering Unmasked Estep 
Score: -9308273.000000 Penalty: 5350.160645
	Iteration 45Q: 3 clusters Score -9308273 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 45285 members 
Entering Unmasked Estep 
Score: -9308282.000000 Penalty: 5350.160645
	Iteration 46Q: 3 clusters Score -9308282 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -9308277.000000 Penalty: 5350.160645
	Iteration 47Q: 3 clusters Score -9308277 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2971 members 
Mstep: Class 2 contains 45398 members 
Entering Unmasked Estep 
Score: -9308252.000000 Penalty: 5350.160645
	Iteration 48Q: 3 clusters Score -9308252 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2920 members 
Mstep: Class 2 contains 45449 members 
Entering Unmasked Estep 
Score: -9308235.000000 Penalty: 5350.160645
	Iteration 49Q: 3 clusters Score -9308235 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2873 members 
Mstep: Class 2 contains 45496 members 
Entering Unmasked Estep 
Score: -9308220.000000 Penalty: 5350.160645
	Iteration 50Q: 3 clusters Score -9308220 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2837 members 
Mstep: Class 2 contains 45532 members 
Entering Unmasked Estep 
Score: -9308213.000000 Penalty: 5350.160645
	Iteration 51Q: 3 clusters Score -9308213 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2806 members 
Mstep: Class 2 contains 45563 members 
Entering Unmasked Estep 
Score: -9308196.000000 Penalty: 5350.160645
	Iteration 52Q: 3 clusters Score -9308196 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -9308181.000000 Penalty: 5350.160645
	Iteration 53Q: 3 clusters Score -9308181 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 45644 members 
Entering Unmasked Estep 
Score: -9308184.000000 Penalty: 5350.160645
	Iteration 54Q: 3 clusters Score -9308184 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 45684 members 
Entering Unmasked Estep 
Score: -9308166.000000 Penalty: 5350.160645
	Iteration 55Q: 3 clusters Score -9308166 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 45716 members 
Entering Unmasked Estep 
Score: -9308172.000000 Penalty: 5350.160645
	Iteration 56Q: 3 clusters Score -9308172 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 45757 members 
Entering Unmasked Estep 
Score: -9308165.000000 Penalty: 5350.160645
	Iteration 57Q: 3 clusters Score -9308165 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 45815 members 
Entering Unmasked Estep 
Score: -9308136.000000 Penalty: 5350.160645
	Iteration 58Q: 3 clusters Score -9308136 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 45863 members 
Entering Unmasked Estep 
Score: -9308116.000000 Penalty: 5350.160645
	Iteration 59Q: 3 clusters Score -9308116 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 45902 members 
Entering Unmasked Estep 
Score: -9308101.000000 Penalty: 5350.160645
	Iteration 60F: 3 clusters Score -9308101 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 45941 members 
Entering Unmasked Estep 
Score: -9308107.000000 Penalty: 5350.160645
	Iteration 61Q: 3 clusters Score -9308107 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 45986 members 
Entering Unmasked Estep 
Score: -9308105.000000 Penalty: 5350.160645
	Iteration 62Q: 3 clusters Score -9308105 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 46035 members 
Entering Unmasked Estep 
Score: -9308113.000000 Penalty: 5350.160645
	Iteration 63Q: 3 clusters Score -9308113 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 46081 members 
Entering Unmasked Estep 
Score: -9308100.000000 Penalty: 5350.160645
	Iteration 64Q: 3 clusters Score -9308100 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 46127 members 
Entering Unmasked Estep 
Score: -9308090.000000 Penalty: 5350.160645
	Iteration 65Q: 3 clusters Score -9308090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 46158 members 
Entering Unmasked Estep 
Score: -9308093.000000 Penalty: 5350.160645
	Iteration 66Q: 3 clusters Score -9308093 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 46188 members 
Entering Unmasked Estep 
Score: -9308118.000000 Penalty: 5350.160645
	Iteration 67Q: 3 clusters Score -9308118 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2142 members 
Mstep: Class 2 contains 46227 members 
Entering Unmasked Estep 
Score: -9308092.000000 Penalty: 5350.160645
	Iteration 68Q: 3 clusters Score -9308092 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 46259 members 
Entering Unmasked Estep 
Score: -9308100.000000 Penalty: 5350.160645
	Iteration 69Q: 3 clusters Score -9308100 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
Score: -9308084.000000 Penalty: 5350.160645
	Iteration 70Q: 3 clusters Score -9308084 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 46301 members 
Entering Unmasked Estep 
Score: -9308078.000000 Penalty: 5350.160645
	Iteration 71Q: 3 clusters Score -9308078 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 46318 members 
Entering Unmasked Estep 
Score: -9308080.000000 Penalty: 5350.160645
	Iteration 72Q: 3 clusters Score -9308080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 46329 members 
Entering Unmasked Estep 
Score: -9308088.000000 Penalty: 5350.160645
	Iteration 73Q: 3 clusters Score -9308088 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 46345 members 
Entering Unmasked Estep 
Score: -9308091.000000 Penalty: 5350.160645
	Iteration 74Q: 3 clusters Score -9308091 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2016 members 
Mstep: Class 2 contains 46353 members 
Entering Unmasked Estep 
Score: -9308083.000000 Penalty: 5350.160645
	Iteration 75Q: 3 clusters Score -9308083 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 46363 members 
Entering Unmasked Estep 
Score: -9308100.000000 Penalty: 5350.160645
	Iteration 76Q: 3 clusters Score -9308100 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 46375 members 
Entering Unmasked Estep 
Score: -9308099.000000 Penalty: 5350.160645
	Iteration 77Q: 3 clusters Score -9308099 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 46384 members 
Entering Unmasked Estep 
Score: -9308094.000000 Penalty: 5350.160645
	Iteration 78Q: 3 clusters Score -9308094 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 46392 members 
Entering Unmasked Estep 
Score: -9308081.000000 Penalty: 5350.160645
	Iteration 79Q: 3 clusters Score -9308081 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 46403 members 
Entering Unmasked Estep 
Score: -9308087.000000 Penalty: 5350.160645
	Iteration 80F: 3 clusters Score -9308087 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1948 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -9308072.000000 Penalty: 5350.160645
	Iteration 81Q: 3 clusters Score -9308072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 46441 members 
Entering Unmasked Estep 
Score: -9308058.000000 Penalty: 5350.160645
	Iteration 82Q: 3 clusters Score -9308058 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 46457 members 
Entering Unmasked Estep 
Score: -9308069.000000 Penalty: 5350.160645
	Iteration 83Q: 3 clusters Score -9308069 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 46474 members 
Entering Unmasked Estep 
Score: -9308059.000000 Penalty: 5350.160645
	Iteration 84Q: 3 clusters Score -9308059 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1883 members 
Mstep: Class 2 contains 46486 members 
Entering Unmasked Estep 
Score: -9308051.000000 Penalty: 5350.160645
	Iteration 85Q: 3 clusters Score -9308051 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 46499 members 
Entering Unmasked Estep 
Score: -9308060.000000 Penalty: 5350.160645
	Iteration 86Q: 3 clusters Score -9308060 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 46507 members 
Entering Unmasked Estep 
Score: -9308049.000000 Penalty: 5350.160645
	Iteration 87Q: 3 clusters Score -9308049 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 46521 members 
Entering Unmasked Estep 
Score: -9308055.000000 Penalty: 5350.160645
	Iteration 88Q: 3 clusters Score -9308055 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 46537 members 
Entering Unmasked Estep 
Score: -9308069.000000 Penalty: 5350.160645
	Iteration 89Q: 3 clusters Score -9308069 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 46555 members 
Entering Unmasked Estep 
Score: -9308054.000000 Penalty: 5350.160645
	Iteration 90Q: 3 clusters Score -9308054 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 46564 members 
Entering Unmasked Estep 
Score: -9308045.000000 Penalty: 5350.160645
	Iteration 91Q: 3 clusters Score -9308045 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 46576 members 
Entering Unmasked Estep 
Score: -9308050.000000 Penalty: 5350.160645
	Iteration 92Q: 3 clusters Score -9308050 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 46592 members 
Entering Unmasked Estep 
Score: -9308042.000000 Penalty: 5350.160645
	Iteration 93Q: 3 clusters Score -9308042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1765 members 
Mstep: Class 2 contains 46604 members 
Entering Unmasked Estep 
Score: -9308033.000000 Penalty: 5350.160645
	Iteration 94Q: 3 clusters Score -9308033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 46614 members 
Entering Unmasked Estep 
Score: -9308028.000000 Penalty: 5350.160645
	Iteration 95Q: 3 clusters Score -9308028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 46627 members 
Entering Unmasked Estep 
Score: -9308027.000000 Penalty: 5350.160645
	Iteration 96Q: 3 clusters Score -9308027 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 46634 members 
Entering Unmasked Estep 
Score: -9308032.000000 Penalty: 5350.160645
	Iteration 97Q: 3 clusters Score -9308032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1725 members 
Mstep: Class 2 contains 46644 members 
Entering Unmasked Estep 
Score: -9308027.000000 Penalty: 5350.160645
	Iteration 98Q: 3 clusters Score -9308027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 46656 members 
Entering Unmasked Estep 
Score: -9308032.000000 Penalty: 5350.160645
	Iteration 99Q: 3 clusters Score -9308032 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 46670 members 
Entering Unmasked Estep 
Score: -9308034.000000 Penalty: 5350.160645
	Iteration 100F: 3 clusters Score -9308034 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 46680 members 
Entering Unmasked Estep 
Score: -9308029.000000 Penalty: 5350.160645
	Iteration 101Q: 3 clusters Score -9308029 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 46687 members 
Entering Unmasked Estep 
Score: -9308032.000000 Penalty: 5350.160645
	Iteration 102Q: 3 clusters Score -9308032 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 46693 members 
Entering Unmasked Estep 
Score: -9308027.000000 Penalty: 5350.160645
	Iteration 103Q: 3 clusters Score -9308027 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 46691 members 
Entering Unmasked Estep 
Score: -9308026.000000 Penalty: 5350.160645
	Iteration 104Q: 3 clusters Score -9308026 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1669 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
Score: -9308046.000000 Penalty: 5350.160645
	Iteration 105Q: 3 clusters Score -9308046 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 46709 members 
Entering Unmasked Estep 
Score: -9308037.000000 Penalty: 5350.160645
	Iteration 106Q: 3 clusters Score -9308037 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 46719 members 
Entering Unmasked Estep 
Score: -9308028.000000 Penalty: 5350.160645
	Iteration 107Q: 3 clusters Score -9308028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 46724 members 
Entering Unmasked Estep 
Score: -9308033.000000 Penalty: 5350.160645
	Iteration 108Q: 3 clusters Score -9308033 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 46734 members 
Entering Unmasked Estep 
Score: -9308033.000000 Penalty: 5350.160645
	Iteration 109Q: 3 clusters Score -9308033 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 46743 members 
Entering Unmasked Estep 
Score: -9308026.000000 Penalty: 5350.160645
	Iteration 110Q: 3 clusters Score -9308026 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 46750 members 
Entering Unmasked Estep 
Score: -9308032.000000 Penalty: 5350.160645
	Iteration 111Q: 3 clusters Score -9308032 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 46751 members 
Entering Unmasked Estep 
Score: -9308031.000000 Penalty: 5350.160645
	Iteration 112Q: 3 clusters Score -9308031 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1616 members 
Mstep: Class 2 contains 46753 members 
Entering Unmasked Estep 
Score: -9308032.000000 Penalty: 5350.160645
	Iteration 113Q: 3 clusters Score -9308032 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 46757 members 
Entering Unmasked Estep 
Score: -9308037.000000 Penalty: 5350.160645
	Iteration 114Q: 3 clusters Score -9308037 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 46759 members 
Entering Unmasked Estep 
Score: -9308033.000000 Penalty: 5350.160645
	Iteration 115Q: 3 clusters Score -9308033 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 46761 members 
Entering Unmasked Estep 
Score: -9308030.000000 Penalty: 5350.160645
	Iteration 116Q: 3 clusters Score -9308030 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -9308035.000000 Penalty: 5350.160645
	Iteration 117Q: 3 clusters Score -9308035 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 46762 members 
Entering Unmasked Estep 
Score: -9308035.000000 Penalty: 5350.160645
	Iteration 118F: 3 clusters Score -9308035 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (21469 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Entering Unmasked Estep 
Score: -3965431.250000 Penalty: 2473.642578
	Iteration 0F: 2 clusters Score -3965431 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10591 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -3950554.750000 Penalty: 4947.285156
	Iteration 0F: 3 clusters Score -3950555 nChanged 9363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9730 members 
Mstep: Class 2 contains 11739 members 
Entering Unmasked Estep 
Score: -3955722.250000 Penalty: 4947.285156
	Iteration 1F: 3 clusters Score -3955722 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 12371 members 
Entering Unmasked Estep 
Score: -3956444.750000 Penalty: 4947.285156
	Iteration 2F: 3 clusters Score -3956445 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -3957320.250000 Penalty: 4947.285156
	Iteration 3F: 3 clusters Score -3957320 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7217 members 
Mstep: Class 2 contains 14252 members 
Entering Unmasked Estep 
Score: -3958369.000000 Penalty: 4947.285156
	Iteration 4F: 3 clusters Score -3958369 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5979 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3959585.500000 Penalty: 4947.285156
	Iteration 5F: 3 clusters Score -3959586 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4739 members 
Mstep: Class 2 contains 16730 members 
Entering Unmasked Estep 
Score: -3960720.500000 Penalty: 4947.285156
	Iteration 6F: 3 clusters Score -3960720 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 17767 members 
Entering Unmasked Estep 
Score: -3961639.750000 Penalty: 4947.285156
	Iteration 7F: 3 clusters Score -3961640 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -3962286.000000 Penalty: 4947.285156
	Iteration 8Q: 3 clusters Score -3962286 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2391 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3962787.000000 Penalty: 4947.285156
	Iteration 9Q: 3 clusters Score -3962787 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 19495 members 
Entering Unmasked Estep 
Score: -3963289.250000 Penalty: 4947.285156
	Iteration 10Q: 3 clusters Score -3963289 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1732 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -3963716.750000 Penalty: 4947.285156
	Iteration 11Q: 3 clusters Score -3963717 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1599 members 
Mstep: Class 2 contains 19870 members 
Entering Unmasked Estep 
Score: -3963871.000000 Penalty: 4947.285156
	Iteration 12Q: 3 clusters Score -3963871 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -3963922.000000 Penalty: 4947.285156
	Iteration 13Q: 3 clusters Score -3963922 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 20002 members 
Entering Unmasked Estep 
Score: -3963934.000000 Penalty: 4947.285156
	Iteration 14Q: 3 clusters Score -3963934 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -3963946.000000 Penalty: 4947.285156
	Iteration 15Q: 3 clusters Score -3963946 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 20059 members 
Entering Unmasked Estep 
Score: -3963953.500000 Penalty: 4947.285156
	Iteration 16Q: 3 clusters Score -3963954 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -3963962.750000 Penalty: 4947.285156
	Iteration 17Q: 3 clusters Score -3963963 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -3963973.500000 Penalty: 4947.285156
	Iteration 18Q: 3 clusters Score -3963974 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -3963976.750000 Penalty: 4947.285156
	Iteration 19Q: 3 clusters Score -3963977 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -3963980.250000 Penalty: 4947.285156
	Iteration 20F: 3 clusters Score -3963980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
Score: -3963987.750000 Penalty: 4947.285156
	Iteration 21Q: 3 clusters Score -3963988 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 20155 members 
Entering Unmasked Estep 
Score: -3963986.500000 Penalty: 4947.285156
	Iteration 22Q: 3 clusters Score -3963986 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1309 members 
Mstep: Class 2 contains 20160 members 
Entering Unmasked Estep 
Score: -3963983.250000 Penalty: 4947.285156
	Iteration 23Q: 3 clusters Score -3963983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 20164 members 
Entering Unmasked Estep 
Score: -3963986.500000 Penalty: 4947.285156
	Iteration 24Q: 3 clusters Score -3963986 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -3963983.500000 Penalty: 4947.285156
	Iteration 25Q: 3 clusters Score -3963984 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -3963983.500000 Penalty: 4947.285156
	Iteration 26Q: 3 clusters Score -3963984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1297 members 
Mstep: Class 2 contains 20172 members 
Entering Unmasked Estep 
Score: -3963984.250000 Penalty: 4947.285156
	Iteration 27Q: 3 clusters Score -3963984 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 20173 members 
Entering Unmasked Estep 
Score: -3963983.500000 Penalty: 4947.285156
	Iteration 28Q: 3 clusters Score -3963984 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3963982.500000 Penalty: 4947.285156
	Iteration 29Q: 3 clusters Score -3963982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -3963982.500000 Penalty: 4947.285156
	Iteration 30F: 3 clusters Score -3963982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (26401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26401 members 
Entering Unmasked Estep 
Score: -5225452.500000 Penalty: 2524.927002
	Iteration 0F: 2 clusters Score -5225452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 13169 members 
Entering Unmasked Estep 
Score: -5207756.500000 Penalty: 5049.854004
	Iteration 0F: 3 clusters Score -5207756 nChanged 11682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13472 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -5214229.000000 Penalty: 5049.854004
	Iteration 1F: 3 clusters Score -5214229 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13556 members 
Mstep: Class 2 contains 12845 members 
Entering Unmasked Estep 
Score: -5214687.500000 Penalty: 5049.854004
	Iteration 2F: 3 clusters Score -5214688 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -5215132.500000 Penalty: 5049.854004
	Iteration 3Q: 3 clusters Score -5215132 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13788 members 
Mstep: Class 2 contains 12613 members 
Entering Unmasked Estep 
Score: -5215434.500000 Penalty: 5049.854004
	Iteration 4Q: 3 clusters Score -5215434 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 12481 members 
Entering Unmasked Estep 
Score: -5215815.000000 Penalty: 5049.854004
	Iteration 5Q: 3 clusters Score -5215815 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 12319 members 
Entering Unmasked Estep 
Score: -5216201.500000 Penalty: 5049.854004
	Iteration 6Q: 3 clusters Score -5216202 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 12081 members 
Entering Unmasked Estep 
Score: -5216689.500000 Penalty: 5049.854004
	Iteration 7Q: 3 clusters Score -5216690 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14573 members 
Mstep: Class 2 contains 11828 members 
Entering Unmasked Estep 
Score: -5217237.000000 Penalty: 5049.854004
	Iteration 8Q: 3 clusters Score -5217237 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5217957.000000 Penalty: 5049.854004
	Iteration 9Q: 3 clusters Score -5217957 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15028 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -5218665.000000 Penalty: 5049.854004
	Iteration 10Q: 3 clusters Score -5218665 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -5219284.000000 Penalty: 5049.854004
	Iteration 11Q: 3 clusters Score -5219284 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15382 members 
Mstep: Class 2 contains 11019 members 
Entering Unmasked Estep 
Score: -5219652.500000 Penalty: 5049.854004
	Iteration 12Q: 3 clusters Score -5219652 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 10935 members 
Entering Unmasked Estep 
Score: -5219843.000000 Penalty: 5049.854004
	Iteration 13Q: 3 clusters Score -5219843 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 10858 members 
Entering Unmasked Estep 
Score: -5219990.500000 Penalty: 5049.854004
	Iteration 14Q: 3 clusters Score -5219990 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15632 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
Score: -5220080.500000 Penalty: 5049.854004
	Iteration 15Q: 3 clusters Score -5220080 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15716 members 
Mstep: Class 2 contains 10685 members 
Entering Unmasked Estep 
Score: -5220172.000000 Penalty: 5049.854004
	Iteration 16Q: 3 clusters Score -5220172 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15800 members 
Mstep: Class 2 contains 10601 members 
Entering Unmasked Estep 
Score: -5220259.500000 Penalty: 5049.854004
	Iteration 17Q: 3 clusters Score -5220260 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 10478 members 
Entering Unmasked Estep 
Score: -5220336.500000 Penalty: 5049.854004
	Iteration 18Q: 3 clusters Score -5220336 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 10350 members 
Entering Unmasked Estep 
Score: -5220420.500000 Penalty: 5049.854004
	Iteration 19Q: 3 clusters Score -5220420 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16182 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -5220528.000000 Penalty: 5049.854004
	Iteration 20F: 3 clusters Score -5220528 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 10052 members 
Entering Unmasked Estep 
Score: -5220656.500000 Penalty: 5049.854004
	Iteration 21Q: 3 clusters Score -5220656 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16517 members 
Mstep: Class 2 contains 9884 members 
Entering Unmasked Estep 
Score: -5220775.500000 Penalty: 5049.854004
	Iteration 22Q: 3 clusters Score -5220776 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 9726 members 
Entering Unmasked Estep 
Score: -5220909.000000 Penalty: 5049.854004
	Iteration 23Q: 3 clusters Score -5220909 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -5221028.500000 Penalty: 5049.854004
	Iteration 24Q: 3 clusters Score -5221028 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16943 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -5221172.500000 Penalty: 5049.854004
	Iteration 25Q: 3 clusters Score -5221172 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17078 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -5221314.000000 Penalty: 5049.854004
	Iteration 26Q: 3 clusters Score -5221314 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17209 members 
Mstep: Class 2 contains 9192 members 
Entering Unmasked Estep 
Score: -5221407.000000 Penalty: 5049.854004
	Iteration 27Q: 3 clusters Score -5221407 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17345 members 
Mstep: Class 2 contains 9056 members 
Entering Unmasked Estep 
Score: -5221549.000000 Penalty: 5049.854004
	Iteration 28Q: 3 clusters Score -5221549 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 8940 members 
Entering Unmasked Estep 
Score: -5221644.500000 Penalty: 5049.854004
	Iteration 29Q: 3 clusters Score -5221644 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17550 members 
Mstep: Class 2 contains 8851 members 
Entering Unmasked Estep 
Score: -5221717.000000 Penalty: 5049.854004
	Iteration 30Q: 3 clusters Score -5221717 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17612 members 
Mstep: Class 2 contains 8789 members 
Entering Unmasked Estep 
Score: -5221783.500000 Penalty: 5049.854004
	Iteration 31Q: 3 clusters Score -5221784 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 8750 members 
Entering Unmasked Estep 
Score: -5221832.500000 Penalty: 5049.854004
	Iteration 32Q: 3 clusters Score -5221832 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17690 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -5221884.000000 Penalty: 5049.854004
	Iteration 33Q: 3 clusters Score -5221884 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17730 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -5221938.000000 Penalty: 5049.854004
	Iteration 34Q: 3 clusters Score -5221938 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -5221963.500000 Penalty: 5049.854004
	Iteration 35Q: 3 clusters Score -5221964 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17845 members 
Mstep: Class 2 contains 8556 members 
Entering Unmasked Estep 
Score: -5221995.000000 Penalty: 5049.854004
	Iteration 36Q: 3 clusters Score -5221995 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -5222010.000000 Penalty: 5049.854004
	Iteration 37Q: 3 clusters Score -5222010 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 8410 members 
Entering Unmasked Estep 
Score: -5222066.500000 Penalty: 5049.854004
	Iteration 38Q: 3 clusters Score -5222066 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -5222108.500000 Penalty: 5049.854004
	Iteration 39Q: 3 clusters Score -5222108 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18123 members 
Mstep: Class 2 contains 8278 members 
Entering Unmasked Estep 
Score: -5222129.500000 Penalty: 5049.854004
	Iteration 40F: 3 clusters Score -5222130 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 8210 members 
Entering Unmasked Estep 
Score: -5222153.500000 Penalty: 5049.854004
	Iteration 41Q: 3 clusters Score -5222154 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18242 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -5222181.000000 Penalty: 5049.854004
	Iteration 42Q: 3 clusters Score -5222181 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 8108 members 
Entering Unmasked Estep 
Score: -5222196.500000 Penalty: 5049.854004
	Iteration 43Q: 3 clusters Score -5222196 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18337 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -5222201.000000 Penalty: 5049.854004
	Iteration 44Q: 3 clusters Score -5222201 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 8027 members 
Entering Unmasked Estep 
Score: -5222199.000000 Penalty: 5049.854004
	Iteration 45Q: 3 clusters Score -5222199 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18394 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -5222209.500000 Penalty: 5049.854004
	Iteration 46Q: 3 clusters Score -5222210 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18424 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -5222228.500000 Penalty: 5049.854004
	Iteration 47Q: 3 clusters Score -5222228 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18454 members 
Mstep: Class 2 contains 7947 members 
Entering Unmasked Estep 
Score: -5222243.000000 Penalty: 5049.854004
	Iteration 48Q: 3 clusters Score -5222243 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 7913 members 
Entering Unmasked Estep 
Score: -5222263.500000 Penalty: 5049.854004
	Iteration 49Q: 3 clusters Score -5222264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18519 members 
Mstep: Class 2 contains 7882 members 
Entering Unmasked Estep 
Score: -5222267.000000 Penalty: 5049.854004
	Iteration 50Q: 3 clusters Score -5222267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -5222268.500000 Penalty: 5049.854004
	Iteration 51Q: 3 clusters Score -5222268 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18577 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -5222268.500000 Penalty: 5049.854004
	Iteration 52Q: 3 clusters Score -5222268 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -5222269.000000 Penalty: 5049.854004
	Iteration 53Q: 3 clusters Score -5222269 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18622 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -5222270.500000 Penalty: 5049.854004
	Iteration 54Q: 3 clusters Score -5222270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -5222278.000000 Penalty: 5049.854004
	Iteration 55Q: 3 clusters Score -5222278 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 7740 members 
Entering Unmasked Estep 
Score: -5222287.500000 Penalty: 5049.854004
	Iteration 56Q: 3 clusters Score -5222288 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 7724 members 
Entering Unmasked Estep 
Score: -5222302.500000 Penalty: 5049.854004
	Iteration 57Q: 3 clusters Score -5222302 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18697 members 
Mstep: Class 2 contains 7704 members 
Entering Unmasked Estep 
Score: -5222300.500000 Penalty: 5049.854004
	Iteration 58Q: 3 clusters Score -5222300 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18715 members 
Mstep: Class 2 contains 7686 members 
Entering Unmasked Estep 
Score: -5222310.000000 Penalty: 5049.854004
	Iteration 59Q: 3 clusters Score -5222310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18721 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -5222303.500000 Penalty: 5049.854004
	Iteration 60F: 3 clusters Score -5222304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18724 members 
Mstep: Class 2 contains 7677 members 
Entering Unmasked Estep 
Score: -5222304.000000 Penalty: 5049.854004
	Iteration 61Q: 3 clusters Score -5222304 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18730 members 
Mstep: Class 2 contains 7671 members 
Entering Unmasked Estep 
Score: -5222302.500000 Penalty: 5049.854004
	Iteration 62Q: 3 clusters Score -5222302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18737 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -5222309.500000 Penalty: 5049.854004
	Iteration 63Q: 3 clusters Score -5222310 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18751 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -5222311.500000 Penalty: 5049.854004
	Iteration 64Q: 3 clusters Score -5222312 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -5222310.000000 Penalty: 5049.854004
	Iteration 65Q: 3 clusters Score -5222310 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18780 members 
Mstep: Class 2 contains 7621 members 
Entering Unmasked Estep 
Score: -5222319.500000 Penalty: 5049.854004
	Iteration 66Q: 3 clusters Score -5222320 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18792 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -5222321.000000 Penalty: 5049.854004
	Iteration 67Q: 3 clusters Score -5222321 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 7598 members 
Entering Unmasked Estep 
Score: -5222323.500000 Penalty: 5049.854004
	Iteration 68Q: 3 clusters Score -5222324 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18813 members 
Mstep: Class 2 contains 7588 members 
Entering Unmasked Estep 
Score: -5222315.500000 Penalty: 5049.854004
	Iteration 69Q: 3 clusters Score -5222316 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18823 members 
Mstep: Class 2 contains 7578 members 
Entering Unmasked Estep 
Score: -5222313.500000 Penalty: 5049.854004
	Iteration 70Q: 3 clusters Score -5222314 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18826 members 
Mstep: Class 2 contains 7575 members 
Entering Unmasked Estep 
Score: -5222315.500000 Penalty: 5049.854004
	Iteration 71Q: 3 clusters Score -5222316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18830 members 
Mstep: Class 2 contains 7571 members 
Entering Unmasked Estep 
Score: -5222323.500000 Penalty: 5049.854004
	Iteration 72Q: 3 clusters Score -5222324 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -5222323.500000 Penalty: 5049.854004
	Iteration 73Q: 3 clusters Score -5222324 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18853 members 
Mstep: Class 2 contains 7548 members 
Entering Unmasked Estep 
Score: -5222318.500000 Penalty: 5049.854004
	Iteration 74Q: 3 clusters Score -5222318 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -5222318.000000 Penalty: 5049.854004
	Iteration 75Q: 3 clusters Score -5222318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18869 members 
Mstep: Class 2 contains 7532 members 
Entering Unmasked Estep 
Score: -5222325.000000 Penalty: 5049.854004
	Iteration 76Q: 3 clusters Score -5222325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 7522 members 
Entering Unmasked Estep 
Score: -5222327.000000 Penalty: 5049.854004
	Iteration 77Q: 3 clusters Score -5222327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -5222327.500000 Penalty: 5049.854004
	Iteration 78Q: 3 clusters Score -5222328 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -5222327.500000 Penalty: 5049.854004
	Iteration 79F: 3 clusters Score -5222328 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (59944 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59944 members 
Entering Unmasked Estep 
Score: -11301939.000000 Penalty: 2728.289307
	Iteration 0F: 2 clusters Score -1.130194e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29903 members 
Mstep: Class 2 contains 30041 members 
Entering Unmasked Estep 
Score: -11265854.000000 Penalty: 5456.578613
	Iteration 0F: 3 clusters Score -1.126585e+07 nChanged 28004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28839 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -11281511.000000 Penalty: 5456.578613
	Iteration 1F: 3 clusters Score -1.128151e+07 nChanged 2373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28150 members 
Mstep: Class 2 contains 31794 members 
Entering Unmasked Estep 
Score: -11282162.000000 Penalty: 5456.578613
	Iteration 2Q: 3 clusters Score -1.128216e+07 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27169 members 
Mstep: Class 2 contains 32775 members 
Entering Unmasked Estep 
Score: -11282807.000000 Penalty: 5456.578613
	Iteration 3Q: 3 clusters Score -1.128281e+07 nChanged 2368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25743 members 
Mstep: Class 2 contains 34201 members 
Entering Unmasked Estep 
Score: -11283687.000000 Penalty: 5456.578613
	Iteration 4Q: 3 clusters Score -1.128369e+07 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 36079 members 
Entering Unmasked Estep 
Score: -11284804.000000 Penalty: 5456.578613
	Iteration 5Q: 3 clusters Score -1.12848e+07 nChanged 3061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21356 members 
Mstep: Class 2 contains 38588 members 
Entering Unmasked Estep 
Score: -11286247.000000 Penalty: 5456.578613
	Iteration 6F: 3 clusters Score -1.128625e+07 nChanged 3496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18198 members 
Mstep: Class 2 contains 41746 members 
Entering Unmasked Estep 
Score: -11288237.000000 Penalty: 5456.578613
	Iteration 7F: 3 clusters Score -1.128824e+07 nChanged 3867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14527 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -11290749.000000 Penalty: 5456.578613
	Iteration 8F: 3 clusters Score -1.129075e+07 nChanged 3841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10792 members 
Mstep: Class 2 contains 49152 members 
Entering Unmasked Estep 
Score: -11293505.000000 Penalty: 5456.578613
	Iteration 9F: 3 clusters Score -1.12935e+07 nChanged 3379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 52483 members 
Entering Unmasked Estep 
Score: -11295742.000000 Penalty: 5456.578613
	Iteration 10F: 3 clusters Score -1.129574e+07 nChanged 2709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4784 members 
Mstep: Class 2 contains 55160 members 
Entering Unmasked Estep 
Score: -11297435.000000 Penalty: 5456.578613
	Iteration 11Q: 3 clusters Score -1.129744e+07 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 57018 members 
Entering Unmasked Estep 
Score: -11298432.000000 Penalty: 5456.578613
	Iteration 12Q: 3 clusters Score -1.129843e+07 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 58077 members 
Entering Unmasked Estep 
Score: -11298858.000000 Penalty: 5456.578613
	Iteration 13Q: 3 clusters Score -1.129886e+07 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -11299148.000000 Penalty: 5456.578613
	Iteration 14Q: 3 clusters Score -1.129915e+07 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 59040 members 
Entering Unmasked Estep 
Score: -11299318.000000 Penalty: 5456.578613
	Iteration 15Q: 3 clusters Score -1.129932e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 59223 members 
Entering Unmasked Estep 
Score: -11299429.000000 Penalty: 5456.578613
	Iteration 16Q: 3 clusters Score -1.129943e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 59338 members 
Entering Unmasked Estep 
Score: -11299483.000000 Penalty: 5456.578613
	Iteration 17Q: 3 clusters Score -1.129948e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 59405 members 
Entering Unmasked Estep 
Score: -11299540.000000 Penalty: 5456.578613
	Iteration 18Q: 3 clusters Score -1.129954e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 59449 members 
Entering Unmasked Estep 
Score: -11299557.000000 Penalty: 5456.578613
	Iteration 19Q: 3 clusters Score -1.129956e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 59477 members 
Entering Unmasked Estep 
Score: -11299585.000000 Penalty: 5456.578613
	Iteration 20F: 3 clusters Score -1.129958e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 59500 members 
Entering Unmasked Estep 
Score: -11299590.000000 Penalty: 5456.578613
	Iteration 21Q: 3 clusters Score -1.129959e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 59512 members 
Entering Unmasked Estep 
Score: -11299595.000000 Penalty: 5456.578613
	Iteration 22Q: 3 clusters Score -1.12996e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 59520 members 
Entering Unmasked Estep 
Score: -11299612.000000 Penalty: 5456.578613
	Iteration 23Q: 3 clusters Score -1.129961e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 59530 members 
Entering Unmasked Estep 
Score: -11299614.000000 Penalty: 5456.578613
	Iteration 24Q: 3 clusters Score -1.129961e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -11299622.000000 Penalty: 5456.578613
	Iteration 25Q: 3 clusters Score -1.129962e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 59549 members 
Entering Unmasked Estep 
Score: -11299641.000000 Penalty: 5456.578613
	Iteration 26Q: 3 clusters Score -1.129964e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 59559 members 
Entering Unmasked Estep 
Score: -11299639.000000 Penalty: 5456.578613
	Iteration 27Q: 3 clusters Score -1.129964e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 59561 members 
Entering Unmasked Estep 
Score: -11299647.000000 Penalty: 5456.578613
	Iteration 28Q: 3 clusters Score -1.129965e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 59566 members 
Entering Unmasked Estep 
Score: -11299641.000000 Penalty: 5456.578613
	Iteration 29Q: 3 clusters Score -1.129964e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -11299644.000000 Penalty: 5456.578613
	Iteration 30Q: 3 clusters Score -1.129964e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 59569 members 
Entering Unmasked Estep 
Score: -11299649.000000 Penalty: 5456.578613
	Iteration 31Q: 3 clusters Score -1.129965e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -11299648.000000 Penalty: 5456.578613
	Iteration 32Q: 3 clusters Score -1.129965e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 59571 members 
Entering Unmasked Estep 
Score: -11299648.000000 Penalty: 5456.578613
	Iteration 33F: 3 clusters Score -1.129965e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (53670 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Entering Unmasked Estep 
Score: -9887101.000000 Penalty: 2700.871094
	Iteration 0F: 2 clusters Score -9887101 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26825 members 
Mstep: Class 2 contains 26845 members 
Entering Unmasked Estep 
Score: -9853136.000000 Penalty: 5401.742188
	Iteration 0F: 3 clusters Score -9853136 nChanged 24989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26020 members 
Mstep: Class 2 contains 27650 members 
Entering Unmasked Estep 
Score: -9866937.000000 Penalty: 5401.742188
	Iteration 1F: 3 clusters Score -9866937 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 28472 members 
Entering Unmasked Estep 
Score: -9867758.000000 Penalty: 5401.742188
	Iteration 2Q: 3 clusters Score -9867758 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24011 members 
Mstep: Class 2 contains 29659 members 
Entering Unmasked Estep 
Score: -9868937.000000 Penalty: 5401.742188
	Iteration 3Q: 3 clusters Score -9868937 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22211 members 
Mstep: Class 2 contains 31459 members 
Entering Unmasked Estep 
Score: -9870284.000000 Penalty: 5401.742188
	Iteration 4F: 3 clusters Score -9870284 nChanged 3334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19859 members 
Mstep: Class 2 contains 33811 members 
Entering Unmasked Estep 
Score: -9872160.000000 Penalty: 5401.742188
	Iteration 5F: 3 clusters Score -9872160 nChanged 3742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16835 members 
Mstep: Class 2 contains 36835 members 
Entering Unmasked Estep 
Score: -9874592.000000 Penalty: 5401.742188
	Iteration 6F: 3 clusters Score -9874592 nChanged 3815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13400 members 
Mstep: Class 2 contains 40270 members 
Entering Unmasked Estep 
Score: -9877473.000000 Penalty: 5401.742188
	Iteration 7F: 3 clusters Score -9877473 nChanged 3563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10017 members 
Mstep: Class 2 contains 43653 members 
Entering Unmasked Estep 
Score: -9880225.000000 Penalty: 5401.742188
	Iteration 8F: 3 clusters Score -9880225 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7085 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -9882456.000000 Penalty: 5401.742188
	Iteration 9F: 3 clusters Score -9882456 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 48763 members 
Entering Unmasked Estep 
Score: -9883814.000000 Penalty: 5401.742188
	Iteration 10Q: 3 clusters Score -9883814 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 50234 members 
Entering Unmasked Estep 
Score: -9884566.000000 Penalty: 5401.742188
	Iteration 11Q: 3 clusters Score -9884566 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2497 members 
Mstep: Class 2 contains 51173 members 
Entering Unmasked Estep 
Score: -9884943.000000 Penalty: 5401.742188
	Iteration 12Q: 3 clusters Score -9884943 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 51745 members 
Entering Unmasked Estep 
Score: -9885083.000000 Penalty: 5401.742188
	Iteration 13Q: 3 clusters Score -9885083 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 52116 members 
Entering Unmasked Estep 
Score: -9885119.000000 Penalty: 5401.742188
	Iteration 14Q: 3 clusters Score -9885119 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 52352 members 
Entering Unmasked Estep 
Score: -9885179.000000 Penalty: 5401.742188
	Iteration 15Q: 3 clusters Score -9885179 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 52505 members 
Entering Unmasked Estep 
Score: -9885214.000000 Penalty: 5401.742188
	Iteration 16Q: 3 clusters Score -9885214 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1051 members 
Mstep: Class 2 contains 52619 members 
Entering Unmasked Estep 
Score: -9885250.000000 Penalty: 5401.742188
	Iteration 17Q: 3 clusters Score -9885250 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 52704 members 
Entering Unmasked Estep 
Score: -9885277.000000 Penalty: 5401.742188
	Iteration 18Q: 3 clusters Score -9885277 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 52761 members 
Entering Unmasked Estep 
Score: -9885296.000000 Penalty: 5401.742188
	Iteration 19Q: 3 clusters Score -9885296 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 52806 members 
Entering Unmasked Estep 
Score: -9885295.000000 Penalty: 5401.742188
	Iteration 20F: 3 clusters Score -9885295 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 52836 members 
Entering Unmasked Estep 
Score: -9885312.000000 Penalty: 5401.742188
	Iteration 21Q: 3 clusters Score -9885312 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 52856 members 
Entering Unmasked Estep 
Score: -9885317.000000 Penalty: 5401.742188
	Iteration 22Q: 3 clusters Score -9885317 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 52873 members 
Entering Unmasked Estep 
Score: -9885313.000000 Penalty: 5401.742188
	Iteration 23Q: 3 clusters Score -9885313 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 52886 members 
Entering Unmasked Estep 
Score: -9885329.000000 Penalty: 5401.742188
	Iteration 24Q: 3 clusters Score -9885329 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 52898 members 
Entering Unmasked Estep 
Score: -9885310.000000 Penalty: 5401.742188
	Iteration 25Q: 3 clusters Score -9885310 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 52905 members 
Entering Unmasked Estep 
Score: -9885315.000000 Penalty: 5401.742188
	Iteration 26Q: 3 clusters Score -9885315 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -9885325.000000 Penalty: 5401.742188
	Iteration 27Q: 3 clusters Score -9885325 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 52917 members 
Entering Unmasked Estep 
Score: -9885331.000000 Penalty: 5401.742188
	Iteration 28Q: 3 clusters Score -9885331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 52921 members 
Entering Unmasked Estep 
Score: -9885316.000000 Penalty: 5401.742188
	Iteration 29Q: 3 clusters Score -9885316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 52923 members 
Entering Unmasked Estep 
Score: -9885316.000000 Penalty: 5401.742188
	Iteration 30Q: 3 clusters Score -9885316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 52925 members 
Entering Unmasked Estep 
Score: -9885326.000000 Penalty: 5401.742188
	Iteration 31Q: 3 clusters Score -9885326 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 52927 members 
Entering Unmasked Estep 
Score: -9885336.000000 Penalty: 5401.742188
	Iteration 32Q: 3 clusters Score -9885336 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 52929 members 
Entering Unmasked Estep 
Score: -9885341.000000 Penalty: 5401.742188
	Iteration 33Q: 3 clusters Score -9885341 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -9885336.000000 Penalty: 5401.742188
	Iteration 34Q: 3 clusters Score -9885336 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -9885338.000000 Penalty: 5401.742188
	Iteration 35Q: 3 clusters Score -9885338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 52931 members 
Entering Unmasked Estep 
Score: -9885338.000000 Penalty: 5401.742188
	Iteration 36F: 3 clusters Score -9885338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (66284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66284 members 
Entering Unmasked Estep 
Score: -11964960.000000 Penalty: 2753.222412
	Iteration 0F: 2 clusters Score -1.196496e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33169 members 
Mstep: Class 2 contains 33115 members 
Entering Unmasked Estep 
Score: -11923321.000000 Penalty: 5506.444824
	Iteration 0F: 3 clusters Score -1.192332e+07 nChanged 31172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33085 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -11940828.000000 Penalty: 5506.444824
	Iteration 1F: 3 clusters Score -1.194083e+07 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33110 members 
Mstep: Class 2 contains 33174 members 
Entering Unmasked Estep 
Score: -11941458.000000 Penalty: 5506.444824
	Iteration 2Q: 3 clusters Score -1.194146e+07 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33206 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -11942071.000000 Penalty: 5506.444824
	Iteration 3Q: 3 clusters Score -1.194207e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -11942677.000000 Penalty: 5506.444824
	Iteration 4Q: 3 clusters Score -1.194268e+07 nChanged 2451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -11943525.000000 Penalty: 5506.444824
	Iteration 5Q: 3 clusters Score -1.194352e+07 nChanged 2527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 32504 members 
Entering Unmasked Estep 
Score: -11944373.000000 Penalty: 5506.444824
	Iteration 6Q: 3 clusters Score -1.194437e+07 nChanged 2651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 32129 members 
Entering Unmasked Estep 
Score: -11945350.000000 Penalty: 5506.444824
	Iteration 7Q: 3 clusters Score -1.194535e+07 nChanged 2880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 31503 members 
Entering Unmasked Estep 
Score: -11946681.000000 Penalty: 5506.444824
	Iteration 8Q: 3 clusters Score -1.194668e+07 nChanged 3138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35617 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -11948352.000000 Penalty: 5506.444824
	Iteration 9Q: 3 clusters Score -1.194835e+07 nChanged 3478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36573 members 
Mstep: Class 2 contains 29711 members 
Entering Unmasked Estep 
Score: -11950408.000000 Penalty: 5506.444824
	Iteration 10F: 3 clusters Score -1.195041e+07 nChanged 3596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37589 members 
Mstep: Class 2 contains 28695 members 
Entering Unmasked Estep 
Score: -11952725.000000 Penalty: 5506.444824
	Iteration 11F: 3 clusters Score -1.195272e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38456 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -11954355.000000 Penalty: 5506.444824
	Iteration 12Q: 3 clusters Score -1.195436e+07 nChanged 2303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -11955160.000000 Penalty: 5506.444824
	Iteration 13Q: 3 clusters Score -1.195516e+07 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39883 members 
Mstep: Class 2 contains 26401 members 
Entering Unmasked Estep 
Score: -11955496.000000 Penalty: 5506.444824
	Iteration 14Q: 3 clusters Score -1.19555e+07 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40531 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -11955751.000000 Penalty: 5506.444824
	Iteration 15Q: 3 clusters Score -1.195575e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 25078 members 
Entering Unmasked Estep 
Score: -11955932.000000 Penalty: 5506.444824
	Iteration 16Q: 3 clusters Score -1.195593e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41936 members 
Mstep: Class 2 contains 24348 members 
Entering Unmasked Estep 
Score: -11956041.000000 Penalty: 5506.444824
	Iteration 17Q: 3 clusters Score -1.195604e+07 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42710 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -11956235.000000 Penalty: 5506.444824
	Iteration 18Q: 3 clusters Score -1.195624e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 22790 members 
Entering Unmasked Estep 
Score: -11956374.000000 Penalty: 5506.444824
	Iteration 19Q: 3 clusters Score -1.195637e+07 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44348 members 
Mstep: Class 2 contains 21936 members 
Entering Unmasked Estep 
Score: -11956579.000000 Penalty: 5506.444824
	Iteration 20F: 3 clusters Score -1.195658e+07 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45265 members 
Mstep: Class 2 contains 21019 members 
Entering Unmasked Estep 
Score: -11956781.000000 Penalty: 5506.444824
	Iteration 21Q: 3 clusters Score -1.195678e+07 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46238 members 
Mstep: Class 2 contains 20046 members 
Entering Unmasked Estep 
Score: -11957019.000000 Penalty: 5506.444824
	Iteration 22Q: 3 clusters Score -1.195702e+07 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47233 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -11957268.000000 Penalty: 5506.444824
	Iteration 23Q: 3 clusters Score -1.195727e+07 nChanged 1025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48232 members 
Mstep: Class 2 contains 18052 members 
Entering Unmasked Estep 
Score: -11957577.000000 Penalty: 5506.444824
	Iteration 24Q: 3 clusters Score -1.195758e+07 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49253 members 
Mstep: Class 2 contains 17031 members 
Entering Unmasked Estep 
Score: -11957899.000000 Penalty: 5506.444824
	Iteration 25Q: 3 clusters Score -1.19579e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50327 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -11958181.000000 Penalty: 5506.444824
	Iteration 26Q: 3 clusters Score -1.195818e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51400 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -11958529.000000 Penalty: 5506.444824
	Iteration 27Q: 3 clusters Score -1.195853e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 13841 members 
Entering Unmasked Estep 
Score: -11958904.000000 Penalty: 5506.444824
	Iteration 28Q: 3 clusters Score -1.19589e+07 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53517 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -11959255.000000 Penalty: 5506.444824
	Iteration 29Q: 3 clusters Score -1.195926e+07 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54595 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -11959633.000000 Penalty: 5506.444824
	Iteration 30Q: 3 clusters Score -1.195963e+07 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55648 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -11959970.000000 Penalty: 5506.444824
	Iteration 31Q: 3 clusters Score -1.195997e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56737 members 
Mstep: Class 2 contains 9547 members 
Entering Unmasked Estep 
Score: -11960345.000000 Penalty: 5506.444824
	Iteration 32Q: 3 clusters Score -1.196034e+07 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57802 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -11960671.000000 Penalty: 5506.444824
	Iteration 33Q: 3 clusters Score -1.196067e+07 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58804 members 
Mstep: Class 2 contains 7480 members 
Entering Unmasked Estep 
Score: -11961039.000000 Penalty: 5506.444824
	Iteration 34Q: 3 clusters Score -1.196104e+07 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59774 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -11961323.000000 Penalty: 5506.444824
	Iteration 35Q: 3 clusters Score -1.196132e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60669 members 
Mstep: Class 2 contains 5615 members 
Entering Unmasked Estep 
Score: -11961553.000000 Penalty: 5506.444824
	Iteration 36Q: 3 clusters Score -1.196155e+07 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61468 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -11961782.000000 Penalty: 5506.444824
	Iteration 37Q: 3 clusters Score -1.196178e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62226 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -11961993.000000 Penalty: 5506.444824
	Iteration 38Q: 3 clusters Score -1.196199e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62879 members 
Mstep: Class 2 contains 3405 members 
Entering Unmasked Estep 
Score: -11962190.000000 Penalty: 5506.444824
	Iteration 39Q: 3 clusters Score -1.196219e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63396 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -11962372.000000 Penalty: 5506.444824
	Iteration 40F: 3 clusters Score -1.196237e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63831 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -11962489.000000 Penalty: 5506.444824
	Iteration 41Q: 3 clusters Score -1.196249e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64198 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -11962603.000000 Penalty: 5506.444824
	Iteration 42Q: 3 clusters Score -1.19626e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64500 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -11962657.000000 Penalty: 5506.444824
	Iteration 43Q: 3 clusters Score -1.196266e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64714 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -11962756.000000 Penalty: 5506.444824
	Iteration 44Q: 3 clusters Score -1.196276e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64882 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -11962775.000000 Penalty: 5506.444824
	Iteration 45Q: 3 clusters Score -1.196278e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65000 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -11962814.000000 Penalty: 5506.444824
	Iteration 46Q: 3 clusters Score -1.196281e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65092 members 
Mstep: Class 2 contains 1192 members 
Entering Unmasked Estep 
Score: -11962827.000000 Penalty: 5506.444824
	Iteration 47Q: 3 clusters Score -1.196283e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65166 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -11962849.000000 Penalty: 5506.444824
	Iteration 48Q: 3 clusters Score -1.196285e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65221 members 
Mstep: Class 2 contains 1063 members 
Entering Unmasked Estep 
Score: -11962876.000000 Penalty: 5506.444824
	Iteration 49Q: 3 clusters Score -1.196288e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65269 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -11962886.000000 Penalty: 5506.444824
	Iteration 50Q: 3 clusters Score -1.196289e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65310 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -11962866.000000 Penalty: 5506.444824
	Iteration 51Q: 3 clusters Score -1.196287e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65346 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -11962882.000000 Penalty: 5506.444824
	Iteration 52Q: 3 clusters Score -1.196288e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65367 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -11962894.000000 Penalty: 5506.444824
	Iteration 53Q: 3 clusters Score -1.196289e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65389 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -11962896.000000 Penalty: 5506.444824
	Iteration 54Q: 3 clusters Score -1.19629e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65405 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -11962891.000000 Penalty: 5506.444824
	Iteration 55Q: 3 clusters Score -1.196289e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65422 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -11962907.000000 Penalty: 5506.444824
	Iteration 56Q: 3 clusters Score -1.196291e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65433 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -11962917.000000 Penalty: 5506.444824
	Iteration 57Q: 3 clusters Score -1.196292e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65438 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -11962912.000000 Penalty: 5506.444824
	Iteration 58Q: 3 clusters Score -1.196291e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65448 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -11962918.000000 Penalty: 5506.444824
	Iteration 59Q: 3 clusters Score -1.196292e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65459 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -11962912.000000 Penalty: 5506.444824
	Iteration 60F: 3 clusters Score -1.196291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65473 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -11962919.000000 Penalty: 5506.444824
	Iteration 61Q: 3 clusters Score -1.196292e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65485 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -11962918.000000 Penalty: 5506.444824
	Iteration 62Q: 3 clusters Score -1.196292e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65495 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -11962936.000000 Penalty: 5506.444824
	Iteration 63Q: 3 clusters Score -1.196294e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65503 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11962933.000000 Penalty: 5506.444824
	Iteration 64Q: 3 clusters Score -1.196293e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65512 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -11962943.000000 Penalty: 5506.444824
	Iteration 65Q: 3 clusters Score -1.196294e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65523 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -11962946.000000 Penalty: 5506.444824
	Iteration 66Q: 3 clusters Score -1.196295e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65532 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -11962944.000000 Penalty: 5506.444824
	Iteration 67Q: 3 clusters Score -1.196294e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65544 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -11962967.000000 Penalty: 5506.444824
	Iteration 68Q: 3 clusters Score -1.196297e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65562 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -11962957.000000 Penalty: 5506.444824
	Iteration 69Q: 3 clusters Score -1.196296e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65572 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -11962974.000000 Penalty: 5506.444824
	Iteration 70Q: 3 clusters Score -1.196297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65582 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -11962970.000000 Penalty: 5506.444824
	Iteration 71Q: 3 clusters Score -1.196297e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65592 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -11962963.000000 Penalty: 5506.444824
	Iteration 72Q: 3 clusters Score -1.196296e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65602 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -11962980.000000 Penalty: 5506.444824
	Iteration 73Q: 3 clusters Score -1.196298e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65609 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -11962967.000000 Penalty: 5506.444824
	Iteration 74Q: 3 clusters Score -1.196297e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65615 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -11962950.000000 Penalty: 5506.444824
	Iteration 75Q: 3 clusters Score -1.196295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65617 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -11962959.000000 Penalty: 5506.444824
	Iteration 76Q: 3 clusters Score -1.196296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65618 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -11962955.000000 Penalty: 5506.444824
	Iteration 77Q: 3 clusters Score -1.196296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11962957.000000 Penalty: 5506.444824
	Iteration 78Q: 3 clusters Score -1.196296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65619 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -11962957.000000 Penalty: 5506.444824
	Iteration 79F: 3 clusters Score -1.196296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (17913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17913 members 
Entering Unmasked Estep 
Score: -3371442.000000 Penalty: 2428.733887
	Iteration 0F: 2 clusters Score -3371442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8809 members 
Mstep: Class 2 contains 9104 members 
Entering Unmasked Estep 
Score: -3358838.000000 Penalty: 4857.467773
	Iteration 0F: 3 clusters Score -3358838 nChanged 7781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8222 members 
Mstep: Class 2 contains 9691 members 
Entering Unmasked Estep 
Score: -3363109.250000 Penalty: 4857.467773
	Iteration 1F: 3 clusters Score -3363109 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7898 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -3363505.250000 Penalty: 4857.467773
	Iteration 2F: 3 clusters Score -3363505 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 10445 members 
Entering Unmasked Estep 
Score: -3363845.250000 Penalty: 4857.467773
	Iteration 3Q: 3 clusters Score -3363845 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 10987 members 
Entering Unmasked Estep 
Score: -3364212.750000 Penalty: 4857.467773
	Iteration 4Q: 3 clusters Score -3364213 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6236 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -3364612.250000 Penalty: 4857.467773
	Iteration 5Q: 3 clusters Score -3364612 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 12515 members 
Entering Unmasked Estep 
Score: -3365162.500000 Penalty: 4857.467773
	Iteration 6F: 3 clusters Score -3365162 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3365849.500000 Penalty: 4857.467773
	Iteration 7F: 3 clusters Score -3365850 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -3366645.500000 Penalty: 4857.467773
	Iteration 8F: 3 clusters Score -3366646 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3367399.000000 Penalty: 4857.467773
	Iteration 9F: 3 clusters Score -3367399 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -3368137.500000 Penalty: 4857.467773
	Iteration 10Q: 3 clusters Score -3368138 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 16878 members 
Entering Unmasked Estep 
Score: -3368730.250000 Penalty: 4857.467773
	Iteration 11Q: 3 clusters Score -3368730 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -3369013.500000 Penalty: 4857.467773
	Iteration 12Q: 3 clusters Score -3369014 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 17339 members 
Entering Unmasked Estep 
Score: -3369144.000000 Penalty: 4857.467773
	Iteration 13Q: 3 clusters Score -3369144 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 17434 members 
Entering Unmasked Estep 
Score: -3369242.750000 Penalty: 4857.467773
	Iteration 14Q: 3 clusters Score -3369243 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 17493 members 
Entering Unmasked Estep 
Score: -3369319.750000 Penalty: 4857.467773
	Iteration 15Q: 3 clusters Score -3369320 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3369371.500000 Penalty: 4857.467773
	Iteration 16Q: 3 clusters Score -3369372 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3369405.000000 Penalty: 4857.467773
	Iteration 17Q: 3 clusters Score -3369405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -3369417.750000 Penalty: 4857.467773
	Iteration 18Q: 3 clusters Score -3369418 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3369428.000000 Penalty: 4857.467773
	Iteration 19Q: 3 clusters Score -3369428 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -3369440.750000 Penalty: 4857.467773
	Iteration 20F: 3 clusters Score -3369441 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 17600 members 
Entering Unmasked Estep 
Score: -3369448.750000 Penalty: 4857.467773
	Iteration 21Q: 3 clusters Score -3369449 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 17602 members 
Entering Unmasked Estep 
Score: -3369462.500000 Penalty: 4857.467773
	Iteration 22Q: 3 clusters Score -3369462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3369466.500000 Penalty: 4857.467773
	Iteration 23Q: 3 clusters Score -3369466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -3369475.750000 Penalty: 4857.467773
	Iteration 24Q: 3 clusters Score -3369476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -3369487.250000 Penalty: 4857.467773
	Iteration 25Q: 3 clusters Score -3369487 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 17618 members 
Entering Unmasked Estep 
Score: -3369494.500000 Penalty: 4857.467773
	Iteration 26Q: 3 clusters Score -3369494 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3369501.750000 Penalty: 4857.467773
	Iteration 27Q: 3 clusters Score -3369502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3369500.000000 Penalty: 4857.467773
	Iteration 28Q: 3 clusters Score -3369500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 17620 members 
Entering Unmasked Estep 
Score: -3369501.500000 Penalty: 4857.467773
	Iteration 29Q: 3 clusters Score -3369502 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3369503.750000 Penalty: 4857.467773
	Iteration 30Q: 3 clusters Score -3369504 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -3369503.750000 Penalty: 4857.467773
	Iteration 31F: 3 clusters Score -3369504 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (227 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Entering Unmasked Estep 
Score: -33027.644531 Penalty: 1345.387573
	Iteration 0F: 2 clusters Score -33027.64 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -31949.914062 Penalty: 2690.775146
	Iteration 0F: 3 clusters Score -31949.91 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 109 members 
Entering Unmasked Estep 
Score: -32097.933594 Penalty: 2690.775146
	Iteration 1F: 3 clusters Score -32097.93 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 117 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -32154.818359 Penalty: 2690.775146
	Iteration 2Q: 3 clusters Score -32154.82 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32172.640625 Penalty: 2690.775146
	Iteration 3Q: 3 clusters Score -32172.64 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 112 members 
Entering Unmasked Estep 
Score: -32180.798828 Penalty: 2690.775146
	Iteration 4Q: 3 clusters Score -32180.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32206.900391 Penalty: 2690.775146
	Iteration 5Q: 3 clusters Score -32206.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -32206.900391 Penalty: 2690.775146
	Iteration 6F: 3 clusters Score -32206.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (15003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Entering Unmasked Estep 
Score: -2874207.250000 Penalty: 2384.769531
	Iteration 0F: 2 clusters Score -2874207 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7476 members 
Mstep: Class 2 contains 7527 members 
Entering Unmasked Estep 
Score: -2863407.000000 Penalty: 4769.539062
	Iteration 0F: 3 clusters Score -2863407 nChanged 6450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7150 members 
Mstep: Class 2 contains 7853 members 
Entering Unmasked Estep 
Score: -2866934.750000 Penalty: 4769.539062
	Iteration 1F: 3 clusters Score -2866935 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 8062 members 
Entering Unmasked Estep 
Score: -2867296.500000 Penalty: 4769.539062
	Iteration 2F: 3 clusters Score -2867296 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6677 members 
Mstep: Class 2 contains 8326 members 
Entering Unmasked Estep 
Score: -2867580.250000 Penalty: 4769.539062
	Iteration 3Q: 3 clusters Score -2867580 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6370 members 
Mstep: Class 2 contains 8633 members 
Entering Unmasked Estep 
Score: -2867825.750000 Penalty: 4769.539062
	Iteration 4Q: 3 clusters Score -2867826 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 8954 members 
Entering Unmasked Estep 
Score: -2868037.750000 Penalty: 4769.539062
	Iteration 5Q: 3 clusters Score -2868038 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5685 members 
Mstep: Class 2 contains 9318 members 
Entering Unmasked Estep 
Score: -2868270.250000 Penalty: 4769.539062
	Iteration 6Q: 3 clusters Score -2868270 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5261 members 
Mstep: Class 2 contains 9742 members 
Entering Unmasked Estep 
Score: -2868554.000000 Penalty: 4769.539062
	Iteration 7Q: 3 clusters Score -2868554 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 10193 members 
Entering Unmasked Estep 
Score: -2868883.000000 Penalty: 4769.539062
	Iteration 8Q: 3 clusters Score -2868883 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4311 members 
Mstep: Class 2 contains 10692 members 
Entering Unmasked Estep 
Score: -2869260.750000 Penalty: 4769.539062
	Iteration 9Q: 3 clusters Score -2869261 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 11186 members 
Entering Unmasked Estep 
Score: -2869655.750000 Penalty: 4769.539062
	Iteration 10Q: 3 clusters Score -2869656 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -2870037.250000 Penalty: 4769.539062
	Iteration 11Q: 3 clusters Score -2870037 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -2870444.250000 Penalty: 4769.539062
	Iteration 12Q: 3 clusters Score -2870444 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 12501 members 
Entering Unmasked Estep 
Score: -2870797.250000 Penalty: 4769.539062
	Iteration 13Q: 3 clusters Score -2870797 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 12822 members 
Entering Unmasked Estep 
Score: -2871067.000000 Penalty: 4769.539062
	Iteration 14Q: 3 clusters Score -2871067 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1906 members 
Mstep: Class 2 contains 13097 members 
Entering Unmasked Estep 
Score: -2871289.750000 Penalty: 4769.539062
	Iteration 15Q: 3 clusters Score -2871290 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1687 members 
Mstep: Class 2 contains 13316 members 
Entering Unmasked Estep 
Score: -2871473.500000 Penalty: 4769.539062
	Iteration 16Q: 3 clusters Score -2871474 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 13492 members 
Entering Unmasked Estep 
Score: -2871615.000000 Penalty: 4769.539062
	Iteration 17Q: 3 clusters Score -2871615 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -2871722.500000 Penalty: 4769.539062
	Iteration 18Q: 3 clusters Score -2871722 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 13764 members 
Entering Unmasked Estep 
Score: -2871806.250000 Penalty: 4769.539062
	Iteration 19Q: 3 clusters Score -2871806 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2871889.000000 Penalty: 4769.539062
	Iteration 20F: 3 clusters Score -2871889 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 13951 members 
Entering Unmasked Estep 
Score: -2871957.750000 Penalty: 4769.539062
	Iteration 21Q: 3 clusters Score -2871958 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 14018 members 
Entering Unmasked Estep 
Score: -2871999.750000 Penalty: 4769.539062
	Iteration 22Q: 3 clusters Score -2872000 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 14068 members 
Entering Unmasked Estep 
Score: -2872025.500000 Penalty: 4769.539062
	Iteration 23Q: 3 clusters Score -2872026 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 14096 members 
Entering Unmasked Estep 
Score: -2872050.000000 Penalty: 4769.539062
	Iteration 24Q: 3 clusters Score -2872050 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 14119 members 
Entering Unmasked Estep 
Score: -2872067.500000 Penalty: 4769.539062
	Iteration 25Q: 3 clusters Score -2872068 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 14138 members 
Entering Unmasked Estep 
Score: -2872070.250000 Penalty: 4769.539062
	Iteration 26Q: 3 clusters Score -2872070 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 14155 members 
Entering Unmasked Estep 
Score: -2872086.500000 Penalty: 4769.539062
	Iteration 27Q: 3 clusters Score -2872086 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -2872096.500000 Penalty: 4769.539062
	Iteration 28Q: 3 clusters Score -2872096 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -2872104.500000 Penalty: 4769.539062
	Iteration 29Q: 3 clusters Score -2872104 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 14194 members 
Entering Unmasked Estep 
Score: -2872105.250000 Penalty: 4769.539062
	Iteration 30Q: 3 clusters Score -2872105 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 14203 members 
Entering Unmasked Estep 
Score: -2872115.000000 Penalty: 4769.539062
	Iteration 31Q: 3 clusters Score -2872115 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 14215 members 
Entering Unmasked Estep 
Score: -2872121.500000 Penalty: 4769.539062
	Iteration 32Q: 3 clusters Score -2872122 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 14223 members 
Entering Unmasked Estep 
Score: -2872126.750000 Penalty: 4769.539062
	Iteration 33Q: 3 clusters Score -2872127 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -2872127.250000 Penalty: 4769.539062
	Iteration 34Q: 3 clusters Score -2872127 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -2872142.250000 Penalty: 4769.539062
	Iteration 35Q: 3 clusters Score -2872142 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 14245 members 
Entering Unmasked Estep 
Score: -2872146.750000 Penalty: 4769.539062
	Iteration 36Q: 3 clusters Score -2872147 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2872150.500000 Penalty: 4769.539062
	Iteration 37Q: 3 clusters Score -2872150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2872159.500000 Penalty: 4769.539062
	Iteration 38Q: 3 clusters Score -2872160 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2872167.000000 Penalty: 4769.539062
	Iteration 39Q: 3 clusters Score -2872167 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2872167.500000 Penalty: 4769.539062
	Iteration 40F: 3 clusters Score -2872168 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 14274 members 
Entering Unmasked Estep 
Score: -2872171.000000 Penalty: 4769.539062
	Iteration 41Q: 3 clusters Score -2872171 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2872173.500000 Penalty: 4769.539062
	Iteration 42Q: 3 clusters Score -2872174 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2872177.250000 Penalty: 4769.539062
	Iteration 43Q: 3 clusters Score -2872177 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2872180.000000 Penalty: 4769.539062
	Iteration 44Q: 3 clusters Score -2872180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 14293 members 
Entering Unmasked Estep 
Score: -2872188.000000 Penalty: 4769.539062
	Iteration 45Q: 3 clusters Score -2872188 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 14299 members 
Entering Unmasked Estep 
Score: -2872191.000000 Penalty: 4769.539062
	Iteration 46Q: 3 clusters Score -2872191 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 14303 members 
Entering Unmasked Estep 
Score: -2872195.750000 Penalty: 4769.539062
	Iteration 47Q: 3 clusters Score -2872196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -2872198.000000 Penalty: 4769.539062
	Iteration 48Q: 3 clusters Score -2872198 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 14311 members 
Entering Unmasked Estep 
Score: -2872200.500000 Penalty: 4769.539062
	Iteration 49Q: 3 clusters Score -2872200 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 14317 members 
Entering Unmasked Estep 
Score: -2872206.750000 Penalty: 4769.539062
	Iteration 50Q: 3 clusters Score -2872207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 684 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -2872203.750000 Penalty: 4769.539062
	Iteration 51Q: 3 clusters Score -2872204 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2872205.000000 Penalty: 4769.539062
	Iteration 52Q: 3 clusters Score -2872205 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 14320 members 
Entering Unmasked Estep 
Score: -2872205.000000 Penalty: 4769.539062
	Iteration 53F: 3 clusters Score -2872205 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (46456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46456 members 
Entering Unmasked Estep 
Score: -8712879.000000 Penalty: 2665.072754
	Iteration 0F: 2 clusters Score -8712879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 23022 members 
Entering Unmasked Estep 
Score: -8684489.000000 Penalty: 5330.145508
	Iteration 0F: 3 clusters Score -8684489 nChanged 21373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24567 members 
Mstep: Class 2 contains 21889 members 
Entering Unmasked Estep 
Score: -8696474.000000 Penalty: 5330.145508
	Iteration 1F: 3 clusters Score -8696474 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25299 members 
Mstep: Class 2 contains 21157 members 
Entering Unmasked Estep 
Score: -8697109.000000 Penalty: 5330.145508
	Iteration 2Q: 3 clusters Score -8697109 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26317 members 
Mstep: Class 2 contains 20139 members 
Entering Unmasked Estep 
Score: -8697698.000000 Penalty: 5330.145508
	Iteration 3Q: 3 clusters Score -8697698 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27708 members 
Mstep: Class 2 contains 18748 members 
Entering Unmasked Estep 
Score: -8698460.000000 Penalty: 5330.145508
	Iteration 4Q: 3 clusters Score -8698460 nChanged 2187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29561 members 
Mstep: Class 2 contains 16895 members 
Entering Unmasked Estep 
Score: -8699419.000000 Penalty: 5330.145508
	Iteration 5Q: 3 clusters Score -8699419 nChanged 2590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32001 members 
Mstep: Class 2 contains 14455 members 
Entering Unmasked Estep 
Score: -8700775.000000 Penalty: 5330.145508
	Iteration 6F: 3 clusters Score -8700775 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35101 members 
Mstep: Class 2 contains 11355 members 
Entering Unmasked Estep 
Score: -8702693.000000 Penalty: 5330.145508
	Iteration 7F: 3 clusters Score -8702693 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38504 members 
Mstep: Class 2 contains 7952 members 
Entering Unmasked Estep 
Score: -8704941.000000 Penalty: 5330.145508
	Iteration 8F: 3 clusters Score -8704941 nChanged 3136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41624 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -8707100.000000 Penalty: 5330.145508
	Iteration 9F: 3 clusters Score -8707100 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43695 members 
Mstep: Class 2 contains 2761 members 
Entering Unmasked Estep 
Score: -8708519.000000 Penalty: 5330.145508
	Iteration 10Q: 3 clusters Score -8708519 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44884 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -8709488.000000 Penalty: 5330.145508
	Iteration 11Q: 3 clusters Score -8709488 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45469 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -8709978.000000 Penalty: 5330.145508
	Iteration 12Q: 3 clusters Score -8709978 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45744 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8710225.000000 Penalty: 5330.145508
	Iteration 13Q: 3 clusters Score -8710225 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45874 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -8710357.000000 Penalty: 5330.145508
	Iteration 14Q: 3 clusters Score -8710357 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45956 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -8710442.000000 Penalty: 5330.145508
	Iteration 15Q: 3 clusters Score -8710442 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46008 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -8710491.000000 Penalty: 5330.145508
	Iteration 16Q: 3 clusters Score -8710491 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46043 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -8710546.000000 Penalty: 5330.145508
	Iteration 17Q: 3 clusters Score -8710546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46071 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -8710576.000000 Penalty: 5330.145508
	Iteration 18Q: 3 clusters Score -8710576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46083 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -8710597.000000 Penalty: 5330.145508
	Iteration 19Q: 3 clusters Score -8710597 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46093 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -8710606.000000 Penalty: 5330.145508
	Iteration 20F: 3 clusters Score -8710606 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46100 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8710614.000000 Penalty: 5330.145508
	Iteration 21Q: 3 clusters Score -8710614 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46101 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -8710613.000000 Penalty: 5330.145508
	Iteration 22Q: 3 clusters Score -8710613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46102 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -8710620.000000 Penalty: 5330.145508
	Iteration 23Q: 3 clusters Score -8710620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46105 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -8710617.000000 Penalty: 5330.145508
	Iteration 24Q: 3 clusters Score -8710617 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8710625.000000 Penalty: 5330.145508
	Iteration 25Q: 3 clusters Score -8710625 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46109 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -8710625.000000 Penalty: 5330.145508
	Iteration 26Q: 3 clusters Score -8710625 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46112 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -8710631.000000 Penalty: 5330.145508
	Iteration 27Q: 3 clusters Score -8710631 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46114 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8710633.000000 Penalty: 5330.145508
	Iteration 28Q: 3 clusters Score -8710633 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8710638.000000 Penalty: 5330.145508
	Iteration 29Q: 3 clusters Score -8710638 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8710640.000000 Penalty: 5330.145508
	Iteration 30Q: 3 clusters Score -8710640 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46115 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -8710640.000000 Penalty: 5330.145508
	Iteration 31F: 3 clusters Score -8710640 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (1689 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Entering Unmasked Estep 
Score: -302216.625000 Penalty: 1843.109253
	Iteration 0F: 2 clusters Score -302216.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -299875.875000 Penalty: 3686.218506
	Iteration 0F: 3 clusters Score -299875.9 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -300426.531250 Penalty: 3686.218506
	Iteration 1F: 3 clusters Score -300426.5 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -300725.968750 Penalty: 3686.218506
	Iteration 2F: 3 clusters Score -300726 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -300949.593750 Penalty: 3686.218506
	Iteration 3F: 3 clusters Score -300949.6 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -301138.531250 Penalty: 3686.218506
	Iteration 4F: 3 clusters Score -301138.5 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -301264.593750 Penalty: 3686.218506
	Iteration 5F: 3 clusters Score -301264.6 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -301356.000000 Penalty: 3686.218506
	Iteration 6Q: 3 clusters Score -301356 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -301409.906250 Penalty: 3686.218506
	Iteration 7Q: 3 clusters Score -301409.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -301433.187500 Penalty: 3686.218506
	Iteration 8Q: 3 clusters Score -301433.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -301455.218750 Penalty: 3686.218506
	Iteration 9Q: 3 clusters Score -301455.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -301472.968750 Penalty: 3686.218506
	Iteration 10Q: 3 clusters Score -301473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -301480.906250 Penalty: 3686.218506
	Iteration 11Q: 3 clusters Score -301480.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -301490.593750 Penalty: 3686.218506
	Iteration 12Q: 3 clusters Score -301490.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -301496.437500 Penalty: 3686.218506
	Iteration 13Q: 3 clusters Score -301496.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -301498.750000 Penalty: 3686.218506
	Iteration 14Q: 3 clusters Score -301498.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -301498.750000 Penalty: 3686.218506
	Iteration 15F: 3 clusters Score -301498.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (871 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Entering Unmasked Estep 
Score: -145164.640625 Penalty: 1678.871216
	Iteration 0F: 2 clusters Score -145164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -143398.796875 Penalty: 3357.742432
	Iteration 0F: 3 clusters Score -143398.8 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -143847.765625 Penalty: 3357.742432
	Iteration 1F: 3 clusters Score -143847.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -144013.140625 Penalty: 3357.742432
	Iteration 2F: 3 clusters Score -144013.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -144110.578125 Penalty: 3357.742432
	Iteration 3Q: 3 clusters Score -144110.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -144162.078125 Penalty: 3357.742432
	Iteration 4Q: 3 clusters Score -144162.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -144202.015625 Penalty: 3357.742432
	Iteration 5Q: 3 clusters Score -144202 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -144232.328125 Penalty: 3357.742432
	Iteration 6Q: 3 clusters Score -144232.3 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -144253.500000 Penalty: 3357.742432
	Iteration 7Q: 3 clusters Score -144253.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -144271.437500 Penalty: 3357.742432
	Iteration 8Q: 3 clusters Score -144271.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -144278.500000 Penalty: 3357.742432
	Iteration 9Q: 3 clusters Score -144278.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -144279.671875 Penalty: 3357.742432
	Iteration 10Q: 3 clusters Score -144279.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -144280.140625 Penalty: 3357.742432
	Iteration 11Q: 3 clusters Score -144280.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -144280.140625 Penalty: 3357.742432
	Iteration 12F: 3 clusters Score -144280.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (28657 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28657 members 
Entering Unmasked Estep 
Score: -5692222.500000 Penalty: 2545.261963
	Iteration 0F: 2 clusters Score -5692222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14208 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -5673190.500000 Penalty: 5090.523926
	Iteration 0F: 3 clusters Score -5673190 nChanged 12909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13409 members 
Mstep: Class 2 contains 15248 members 
Entering Unmasked Estep 
Score: -5680319.000000 Penalty: 5090.523926
	Iteration 1F: 3 clusters Score -5680319 nChanged 1423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13020 members 
Mstep: Class 2 contains 15637 members 
Entering Unmasked Estep 
Score: -5680780.000000 Penalty: 5090.523926
	Iteration 2Q: 3 clusters Score -5680780 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12448 members 
Mstep: Class 2 contains 16209 members 
Entering Unmasked Estep 
Score: -5681262.000000 Penalty: 5090.523926
	Iteration 3Q: 3 clusters Score -5681262 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -5681707.000000 Penalty: 5090.523926
	Iteration 4Q: 3 clusters Score -5681707 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -5682250.000000 Penalty: 5090.523926
	Iteration 5Q: 3 clusters Score -5682250 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9531 members 
Mstep: Class 2 contains 19126 members 
Entering Unmasked Estep 
Score: -5682916.000000 Penalty: 5090.523926
	Iteration 6Q: 3 clusters Score -5682916 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -5683810.500000 Penalty: 5090.523926
	Iteration 7F: 3 clusters Score -5683810 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 22195 members 
Entering Unmasked Estep 
Score: -5684844.000000 Penalty: 5090.523926
	Iteration 8F: 3 clusters Score -5684844 nChanged 1664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4812 members 
Mstep: Class 2 contains 23845 members 
Entering Unmasked Estep 
Score: -5686031.000000 Penalty: 5090.523926
	Iteration 9F: 3 clusters Score -5686031 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -5687368.000000 Penalty: 5090.523926
	Iteration 10F: 3 clusters Score -5687368 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 26648 members 
Entering Unmasked Estep 
Score: -5688434.000000 Penalty: 5090.523926
	Iteration 11Q: 3 clusters Score -5688434 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 27444 members 
Entering Unmasked Estep 
Score: -5689135.000000 Penalty: 5090.523926
	Iteration 12Q: 3 clusters Score -5689135 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 27887 members 
Entering Unmasked Estep 
Score: -5689522.500000 Penalty: 5090.523926
	Iteration 13Q: 3 clusters Score -5689522 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 28104 members 
Entering Unmasked Estep 
Score: -5689713.000000 Penalty: 5090.523926
	Iteration 14Q: 3 clusters Score -5689713 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -5689824.500000 Penalty: 5090.523926
	Iteration 15Q: 3 clusters Score -5689824 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -5689877.000000 Penalty: 5090.523926
	Iteration 16Q: 3 clusters Score -5689877 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 28276 members 
Entering Unmasked Estep 
Score: -5689914.500000 Penalty: 5090.523926
	Iteration 17Q: 3 clusters Score -5689914 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -5689931.000000 Penalty: 5090.523926
	Iteration 18Q: 3 clusters Score -5689931 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -5689960.000000 Penalty: 5090.523926
	Iteration 19Q: 3 clusters Score -5689960 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 28300 members 
Entering Unmasked Estep 
Score: -5689973.500000 Penalty: 5090.523926
	Iteration 20F: 3 clusters Score -5689974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 28307 members 
Entering Unmasked Estep 
Score: -5689988.000000 Penalty: 5090.523926
	Iteration 21Q: 3 clusters Score -5689988 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 28313 members 
Entering Unmasked Estep 
Score: -5689991.000000 Penalty: 5090.523926
	Iteration 22Q: 3 clusters Score -5689991 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5689999.000000 Penalty: 5090.523926
	Iteration 23Q: 3 clusters Score -5689999 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -5690001.000000 Penalty: 5090.523926
	Iteration 24Q: 3 clusters Score -5690001 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 28321 members 
Entering Unmasked Estep 
Score: -5689995.500000 Penalty: 5090.523926
	Iteration 25Q: 3 clusters Score -5689996 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5690000.500000 Penalty: 5090.523926
	Iteration 26Q: 3 clusters Score -5690000 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5690000.500000 Penalty: 5090.523926
	Iteration 27F: 3 clusters Score -5690000 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (29468 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29468 members 
Entering Unmasked Estep 
Score: -5917879.000000 Penalty: 2552.183105
	Iteration 0F: 2 clusters Score -5917879 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14580 members 
Mstep: Class 2 contains 14888 members 
Entering Unmasked Estep 
Score: -5899736.000000 Penalty: 5104.366211
	Iteration 0F: 3 clusters Score -5899736 nChanged 13169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 15837 members 
Entering Unmasked Estep 
Score: -5906910.000000 Penalty: 5104.366211
	Iteration 1F: 3 clusters Score -5906910 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 16380 members 
Entering Unmasked Estep 
Score: -5907435.500000 Penalty: 5104.366211
	Iteration 2F: 3 clusters Score -5907436 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12401 members 
Mstep: Class 2 contains 17067 members 
Entering Unmasked Estep 
Score: -5907969.500000 Penalty: 5104.366211
	Iteration 3Q: 3 clusters Score -5907970 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 17944 members 
Entering Unmasked Estep 
Score: -5908497.000000 Penalty: 5104.366211
	Iteration 4F: 3 clusters Score -5908497 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10479 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -5909199.000000 Penalty: 5104.366211
	Iteration 5F: 3 clusters Score -5909199 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9291 members 
Mstep: Class 2 contains 20177 members 
Entering Unmasked Estep 
Score: -5910015.000000 Penalty: 5104.366211
	Iteration 6F: 3 clusters Score -5910015 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 21367 members 
Entering Unmasked Estep 
Score: -5910910.000000 Penalty: 5104.366211
	Iteration 7F: 3 clusters Score -5910910 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -5911976.000000 Penalty: 5104.366211
	Iteration 8F: 3 clusters Score -5911976 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6482 members 
Mstep: Class 2 contains 22986 members 
Entering Unmasked Estep 
Score: -5912903.500000 Penalty: 5104.366211
	Iteration 9Q: 3 clusters Score -5912904 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6209 members 
Mstep: Class 2 contains 23259 members 
Entering Unmasked Estep 
Score: -5913617.500000 Penalty: 5104.366211
	Iteration 10Q: 3 clusters Score -5913618 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6153 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -5914006.000000 Penalty: 5104.366211
	Iteration 11Q: 3 clusters Score -5914006 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6194 members 
Mstep: Class 2 contains 23274 members 
Entering Unmasked Estep 
Score: -5914192.500000 Penalty: 5104.366211
	Iteration 12Q: 3 clusters Score -5914192 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6268 members 
Mstep: Class 2 contains 23200 members 
Entering Unmasked Estep 
Score: -5914290.500000 Penalty: 5104.366211
	Iteration 13Q: 3 clusters Score -5914290 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6371 members 
Mstep: Class 2 contains 23097 members 
Entering Unmasked Estep 
Score: -5914375.500000 Penalty: 5104.366211
	Iteration 14Q: 3 clusters Score -5914376 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6498 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -5914478.500000 Penalty: 5104.366211
	Iteration 15Q: 3 clusters Score -5914478 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6676 members 
Mstep: Class 2 contains 22792 members 
Entering Unmasked Estep 
Score: -5914513.500000 Penalty: 5104.366211
	Iteration 16Q: 3 clusters Score -5914514 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6879 members 
Mstep: Class 2 contains 22589 members 
Entering Unmasked Estep 
Score: -5914582.500000 Penalty: 5104.366211
	Iteration 17Q: 3 clusters Score -5914582 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -5914676.000000 Penalty: 5104.366211
	Iteration 18Q: 3 clusters Score -5914676 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7433 members 
Mstep: Class 2 contains 22035 members 
Entering Unmasked Estep 
Score: -5914655.500000 Penalty: 5104.366211
	Iteration 19Q: 3 clusters Score -5914656 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -5914753.500000 Penalty: 5104.366211
	Iteration 20F: 3 clusters Score -5914754 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 21335 members 
Entering Unmasked Estep 
Score: -5914756.500000 Penalty: 5104.366211
	Iteration 21Q: 3 clusters Score -5914756 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8535 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -5914829.500000 Penalty: 5104.366211
	Iteration 22Q: 3 clusters Score -5914830 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -5914923.000000 Penalty: 5104.366211
	Iteration 23Q: 3 clusters Score -5914923 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9421 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -5915020.500000 Penalty: 5104.366211
	Iteration 24Q: 3 clusters Score -5915020 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9848 members 
Mstep: Class 2 contains 19620 members 
Entering Unmasked Estep 
Score: -5915104.000000 Penalty: 5104.366211
	Iteration 25Q: 3 clusters Score -5915104 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10321 members 
Mstep: Class 2 contains 19147 members 
Entering Unmasked Estep 
Score: -5915146.500000 Penalty: 5104.366211
	Iteration 26Q: 3 clusters Score -5915146 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -5915222.500000 Penalty: 5104.366211
	Iteration 27Q: 3 clusters Score -5915222 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11315 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -5915258.000000 Penalty: 5104.366211
	Iteration 28Q: 3 clusters Score -5915258 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -5915387.500000 Penalty: 5104.366211
	Iteration 29Q: 3 clusters Score -5915388 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12288 members 
Mstep: Class 2 contains 17180 members 
Entering Unmasked Estep 
Score: -5915525.000000 Penalty: 5104.366211
	Iteration 30Q: 3 clusters Score -5915525 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12709 members 
Mstep: Class 2 contains 16759 members 
Entering Unmasked Estep 
Score: -5915626.000000 Penalty: 5104.366211
	Iteration 31Q: 3 clusters Score -5915626 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13122 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -5915728.000000 Penalty: 5104.366211
	Iteration 32Q: 3 clusters Score -5915728 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13497 members 
Mstep: Class 2 contains 15971 members 
Entering Unmasked Estep 
Score: -5915770.000000 Penalty: 5104.366211
	Iteration 33Q: 3 clusters Score -5915770 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13861 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -5915816.500000 Penalty: 5104.366211
	Iteration 34Q: 3 clusters Score -5915816 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14179 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -5915855.500000 Penalty: 5104.366211
	Iteration 35Q: 3 clusters Score -5915856 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -5915887.500000 Penalty: 5104.366211
	Iteration 36Q: 3 clusters Score -5915888 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 14706 members 
Entering Unmasked Estep 
Score: -5915907.500000 Penalty: 5104.366211
	Iteration 37Q: 3 clusters Score -5915908 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -5915925.000000 Penalty: 5104.366211
	Iteration 38Q: 3 clusters Score -5915925 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 14247 members 
Entering Unmasked Estep 
Score: -5915904.000000 Penalty: 5104.366211
	Iteration 39Q: 3 clusters Score -5915904 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 14001 members 
Entering Unmasked Estep 
Score: -5915961.500000 Penalty: 5104.366211
	Iteration 40F: 3 clusters Score -5915962 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15776 members 
Mstep: Class 2 contains 13692 members 
Entering Unmasked Estep 
Score: -5915988.000000 Penalty: 5104.366211
	Iteration 41Q: 3 clusters Score -5915988 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16000 members 
Mstep: Class 2 contains 13468 members 
Entering Unmasked Estep 
Score: -5916003.000000 Penalty: 5104.366211
	Iteration 42Q: 3 clusters Score -5916003 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -5916018.500000 Penalty: 5104.366211
	Iteration 43Q: 3 clusters Score -5916018 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 13013 members 
Entering Unmasked Estep 
Score: -5915988.000000 Penalty: 5104.366211
	Iteration 44Q: 3 clusters Score -5915988 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -5916008.000000 Penalty: 5104.366211
	Iteration 45Q: 3 clusters Score -5916008 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16779 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -5916030.000000 Penalty: 5104.366211
	Iteration 46Q: 3 clusters Score -5916030 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -5916019.500000 Penalty: 5104.366211
	Iteration 47Q: 3 clusters Score -5916020 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17063 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -5916007.500000 Penalty: 5104.366211
	Iteration 48Q: 3 clusters Score -5916008 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17213 members 
Mstep: Class 2 contains 12255 members 
Entering Unmasked Estep 
Score: -5916018.500000 Penalty: 5104.366211
	Iteration 49Q: 3 clusters Score -5916018 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 12104 members 
Entering Unmasked Estep 
Score: -5916037.500000 Penalty: 5104.366211
	Iteration 50Q: 3 clusters Score -5916038 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17505 members 
Mstep: Class 2 contains 11963 members 
Entering Unmasked Estep 
Score: -5916031.000000 Penalty: 5104.366211
	Iteration 51Q: 3 clusters Score -5916031 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -5916018.500000 Penalty: 5104.366211
	Iteration 52Q: 3 clusters Score -5916018 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 11665 members 
Entering Unmasked Estep 
Score: -5916032.500000 Penalty: 5104.366211
	Iteration 53Q: 3 clusters Score -5916032 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17920 members 
Mstep: Class 2 contains 11548 members 
Entering Unmasked Estep 
Score: -5916033.500000 Penalty: 5104.366211
	Iteration 54Q: 3 clusters Score -5916034 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -5916029.500000 Penalty: 5104.366211
	Iteration 55Q: 3 clusters Score -5916030 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18212 members 
Mstep: Class 2 contains 11256 members 
Entering Unmasked Estep 
Score: -5916040.000000 Penalty: 5104.366211
	Iteration 56Q: 3 clusters Score -5916040 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18406 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -5916045.500000 Penalty: 5104.366211
	Iteration 57Q: 3 clusters Score -5916046 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 10883 members 
Entering Unmasked Estep 
Score: -5915999.500000 Penalty: 5104.366211
	Iteration 58Q: 3 clusters Score -5916000 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18765 members 
Mstep: Class 2 contains 10703 members 
Entering Unmasked Estep 
Score: -5916036.500000 Penalty: 5104.366211
	Iteration 59Q: 3 clusters Score -5916036 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -5916028.000000 Penalty: 5104.366211
	Iteration 60F: 3 clusters Score -5916028 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19075 members 
Mstep: Class 2 contains 10393 members 
Entering Unmasked Estep 
Score: -5916037.500000 Penalty: 5104.366211
	Iteration 61Q: 3 clusters Score -5916038 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19250 members 
Mstep: Class 2 contains 10218 members 
Entering Unmasked Estep 
Score: -5916041.000000 Penalty: 5104.366211
	Iteration 62Q: 3 clusters Score -5916041 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19470 members 
Mstep: Class 2 contains 9998 members 
Entering Unmasked Estep 
Score: -5916015.500000 Penalty: 5104.366211
	Iteration 63Q: 3 clusters Score -5916016 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 9762 members 
Entering Unmasked Estep 
Score: -5915992.000000 Penalty: 5104.366211
	Iteration 64Q: 3 clusters Score -5915992 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -5915978.000000 Penalty: 5104.366211
	Iteration 65Q: 3 clusters Score -5915978 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20268 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -5915977.000000 Penalty: 5104.366211
	Iteration 66Q: 3 clusters Score -5915977 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20522 members 
Mstep: Class 2 contains 8946 members 
Entering Unmasked Estep 
Score: -5916006.500000 Penalty: 5104.366211
	Iteration 67Q: 3 clusters Score -5916006 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20795 members 
Mstep: Class 2 contains 8673 members 
Entering Unmasked Estep 
Score: -5916019.500000 Penalty: 5104.366211
	Iteration 68Q: 3 clusters Score -5916020 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -5916050.000000 Penalty: 5104.366211
	Iteration 69Q: 3 clusters Score -5916050 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21488 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -5916051.500000 Penalty: 5104.366211
	Iteration 70Q: 3 clusters Score -5916052 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21901 members 
Mstep: Class 2 contains 7567 members 
Entering Unmasked Estep 
Score: -5916034.500000 Penalty: 5104.366211
	Iteration 71Q: 3 clusters Score -5916034 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22292 members 
Mstep: Class 2 contains 7176 members 
Entering Unmasked Estep 
Score: -5916036.000000 Penalty: 5104.366211
	Iteration 72Q: 3 clusters Score -5916036 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22658 members 
Mstep: Class 2 contains 6810 members 
Entering Unmasked Estep 
Score: -5916014.500000 Penalty: 5104.366211
	Iteration 73Q: 3 clusters Score -5916014 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23038 members 
Mstep: Class 2 contains 6430 members 
Entering Unmasked Estep 
Score: -5915990.500000 Penalty: 5104.366211
	Iteration 74Q: 3 clusters Score -5915990 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 6079 members 
Entering Unmasked Estep 
Score: -5915992.500000 Penalty: 5104.366211
	Iteration 75Q: 3 clusters Score -5915992 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23764 members 
Mstep: Class 2 contains 5704 members 
Entering Unmasked Estep 
Score: -5915991.000000 Penalty: 5104.366211
	Iteration 76Q: 3 clusters Score -5915991 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24120 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -5915998.500000 Penalty: 5104.366211
	Iteration 77Q: 3 clusters Score -5915998 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24440 members 
Mstep: Class 2 contains 5028 members 
Entering Unmasked Estep 
Score: -5915989.000000 Penalty: 5104.366211
	Iteration 78Q: 3 clusters Score -5915989 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24715 members 
Mstep: Class 2 contains 4753 members 
Entering Unmasked Estep 
Score: -5915960.000000 Penalty: 5104.366211
	Iteration 79Q: 3 clusters Score -5915960 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24970 members 
Mstep: Class 2 contains 4498 members 
Entering Unmasked Estep 
Score: -5915959.000000 Penalty: 5104.366211
	Iteration 80F: 3 clusters Score -5915959 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25220 members 
Mstep: Class 2 contains 4248 members 
Entering Unmasked Estep 
Score: -5915950.000000 Penalty: 5104.366211
	Iteration 81Q: 3 clusters Score -5915950 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25435 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -5915953.000000 Penalty: 5104.366211
	Iteration 82Q: 3 clusters Score -5915953 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25649 members 
Mstep: Class 2 contains 3819 members 
Entering Unmasked Estep 
Score: -5915960.000000 Penalty: 5104.366211
	Iteration 83Q: 3 clusters Score -5915960 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25835 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -5915963.500000 Penalty: 5104.366211
	Iteration 84Q: 3 clusters Score -5915964 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26009 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -5916012.500000 Penalty: 5104.366211
	Iteration 85Q: 3 clusters Score -5916012 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26141 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -5916049.500000 Penalty: 5104.366211
	Iteration 86Q: 3 clusters Score -5916050 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
Score: -5916121.500000 Penalty: 5104.366211
	Iteration 87Q: 3 clusters Score -5916122 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -5916193.000000 Penalty: 5104.366211
	Iteration 88Q: 3 clusters Score -5916193 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5916221.000000 Penalty: 5104.366211
	Iteration 89Q: 3 clusters Score -5916221 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26505 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -5916232.000000 Penalty: 5104.366211
	Iteration 90Q: 3 clusters Score -5916232 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26565 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -5916259.000000 Penalty: 5104.366211
	Iteration 91Q: 3 clusters Score -5916259 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26613 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -5916284.000000 Penalty: 5104.366211
	Iteration 92Q: 3 clusters Score -5916284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -5916312.500000 Penalty: 5104.366211
	Iteration 93Q: 3 clusters Score -5916312 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26677 members 
Mstep: Class 2 contains 2791 members 
Entering Unmasked Estep 
Score: -5916320.000000 Penalty: 5104.366211
	Iteration 94Q: 3 clusters Score -5916320 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -5916317.000000 Penalty: 5104.366211
	Iteration 95Q: 3 clusters Score -5916317 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -5916327.000000 Penalty: 5104.366211
	Iteration 96Q: 3 clusters Score -5916327 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26767 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5916340.500000 Penalty: 5104.366211
	Iteration 97Q: 3 clusters Score -5916340 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26783 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -5916346.500000 Penalty: 5104.366211
	Iteration 98Q: 3 clusters Score -5916346 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26796 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -5916343.000000 Penalty: 5104.366211
	Iteration 99Q: 3 clusters Score -5916343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26808 members 
Mstep: Class 2 contains 2660 members 
Entering Unmasked Estep 
Score: -5916338.000000 Penalty: 5104.366211
	Iteration 100F: 3 clusters Score -5916338 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26817 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -5916336.500000 Penalty: 5104.366211
	Iteration 101Q: 3 clusters Score -5916336 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -5916337.500000 Penalty: 5104.366211
	Iteration 102Q: 3 clusters Score -5916338 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26838 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -5916340.000000 Penalty: 5104.366211
	Iteration 103Q: 3 clusters Score -5916340 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26844 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -5916344.000000 Penalty: 5104.366211
	Iteration 104Q: 3 clusters Score -5916344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26847 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -5916341.500000 Penalty: 5104.366211
	Iteration 105Q: 3 clusters Score -5916342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26852 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -5916338.500000 Penalty: 5104.366211
	Iteration 106Q: 3 clusters Score -5916338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26856 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -5916342.000000 Penalty: 5104.366211
	Iteration 107Q: 3 clusters Score -5916342 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26863 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -5916344.500000 Penalty: 5104.366211
	Iteration 108Q: 3 clusters Score -5916344 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26869 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -5916340.000000 Penalty: 5104.366211
	Iteration 109Q: 3 clusters Score -5916340 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26872 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -5916342.000000 Penalty: 5104.366211
	Iteration 110Q: 3 clusters Score -5916342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26876 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -5916340.000000 Penalty: 5104.366211
	Iteration 111Q: 3 clusters Score -5916340 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -5916344.000000 Penalty: 5104.366211
	Iteration 112Q: 3 clusters Score -5916344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26885 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -5916344.000000 Penalty: 5104.366211
	Iteration 113Q: 3 clusters Score -5916344 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26891 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -5916348.500000 Penalty: 5104.366211
	Iteration 114Q: 3 clusters Score -5916348 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26898 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -5916353.000000 Penalty: 5104.366211
	Iteration 115Q: 3 clusters Score -5916353 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -5916356.000000 Penalty: 5104.366211
	Iteration 116Q: 3 clusters Score -5916356 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 2561 members 
Entering Unmasked Estep 
Score: -5916359.500000 Penalty: 5104.366211
	Iteration 117Q: 3 clusters Score -5916360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26908 members 
Mstep: Class 2 contains 2560 members 
Entering Unmasked Estep 
Score: -5916353.500000 Penalty: 5104.366211
	Iteration 118Q: 3 clusters Score -5916354 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -5916350.000000 Penalty: 5104.366211
	Iteration 119Q: 3 clusters Score -5916350 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26915 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -5916357.500000 Penalty: 5104.366211
	Iteration 120F: 3 clusters Score -5916358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26920 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -5916362.500000 Penalty: 5104.366211
	Iteration 121Q: 3 clusters Score -5916362 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5916363.500000 Penalty: 5104.366211
	Iteration 122Q: 3 clusters Score -5916364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 2549 members 
Entering Unmasked Estep 
Score: -5916360.000000 Penalty: 5104.366211
	Iteration 123Q: 3 clusters Score -5916360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26921 members 
Mstep: Class 2 contains 2547 members 
Entering Unmasked Estep 
Score: -5916371.000000 Penalty: 5104.366211
	Iteration 124Q: 3 clusters Score -5916371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26924 members 
Mstep: Class 2 contains 2544 members 
Entering Unmasked Estep 
Score: -5916375.000000 Penalty: 5104.366211
	Iteration 125Q: 3 clusters Score -5916375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26928 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -5916374.500000 Penalty: 5104.366211
	Iteration 126Q: 3 clusters Score -5916374 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5916380.500000 Penalty: 5104.366211
	Iteration 127Q: 3 clusters Score -5916380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26931 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -5916387.000000 Penalty: 5104.366211
	Iteration 128Q: 3 clusters Score -5916387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26933 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -5916387.500000 Penalty: 5104.366211
	Iteration 129Q: 3 clusters Score -5916388 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5916389.500000 Penalty: 5104.366211
	Iteration 130Q: 3 clusters Score -5916390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26936 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -5916389.500000 Penalty: 5104.366211
	Iteration 131F: 3 clusters Score -5916390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -80723.734375 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -80723.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79218.109375 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79218.11 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -79386.976562 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -79386.98 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -79470.328125 Penalty: 3067.337891
	Iteration 2F: 3 clusters Score -79470.33 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -79498.320312 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -79498.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -79499.460938 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -79499.46 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -79499.460938 Penalty: 3067.337891
	Iteration 5F: 3 clusters Score -79499.46 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Entering Unmasked Estep 
Score: -53744.839844 Penalty: 1452.767334
	Iteration 0F: 2 clusters Score -53744.84 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -52604.425781 Penalty: 2905.534668
	Iteration 0F: 3 clusters Score -52604.43 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 206 members 
Entering Unmasked Estep 
Score: -52881.332031 Penalty: 2905.534668
	Iteration 1F: 3 clusters Score -52881.33 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 121 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -52969.460938 Penalty: 2905.534668
	Iteration 2F: 3 clusters Score -52969.46 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -53009.234375 Penalty: 2905.534668
	Iteration 3Q: 3 clusters Score -53009.23 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53037.425781 Penalty: 2905.534668
	Iteration 4Q: 3 clusters Score -53037.43 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53127.785156 Penalty: 2905.534668
	Iteration 5Q: 3 clusters Score -53127.79 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53156.312500 Penalty: 2905.534668
	Iteration 6Q: 3 clusters Score -53156.31 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -53179.035156 Penalty: 2905.534668
	Iteration 7Q: 3 clusters Score -53179.04 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -53184.230469 Penalty: 2905.534668
	Iteration 8Q: 3 clusters Score -53184.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53185.847656 Penalty: 2905.534668
	Iteration 9Q: 3 clusters Score -53185.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -53185.847656 Penalty: 2905.534668
	Iteration 10F: 3 clusters Score -53185.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (1116 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Entering Unmasked Estep 
Score: -212706.484375 Penalty: 1740.341553
	Iteration 0F: 2 clusters Score -212706.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -210673.890625 Penalty: 3480.683105
	Iteration 0F: 3 clusters Score -210673.9 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -211080.906250 Penalty: 3480.683105
	Iteration 1F: 3 clusters Score -211080.9 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -211241.843750 Penalty: 3480.683105
	Iteration 2F: 3 clusters Score -211241.8 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -211338.843750 Penalty: 3480.683105
	Iteration 3F: 3 clusters Score -211338.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -211405.359375 Penalty: 3480.683105
	Iteration 4Q: 3 clusters Score -211405.4 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -211461.906250 Penalty: 3480.683105
	Iteration 5Q: 3 clusters Score -211461.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -211527.125000 Penalty: 3480.683105
	Iteration 6Q: 3 clusters Score -211527.1 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -211594.656250 Penalty: 3480.683105
	Iteration 7Q: 3 clusters Score -211594.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -211674.312500 Penalty: 3480.683105
	Iteration 8Q: 3 clusters Score -211674.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 788 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -211763.312500 Penalty: 3480.683105
	Iteration 9Q: 3 clusters Score -211763.3 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -211859.406250 Penalty: 3480.683105
	Iteration 10Q: 3 clusters Score -211859.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -211934.000000 Penalty: 3480.683105
	Iteration 11Q: 3 clusters Score -211934 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -211978.218750 Penalty: 3480.683105
	Iteration 12Q: 3 clusters Score -211978.2 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -212014.187500 Penalty: 3480.683105
	Iteration 13Q: 3 clusters Score -212014.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -212031.703125 Penalty: 3480.683105
	Iteration 14Q: 3 clusters Score -212031.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -212039.640625 Penalty: 3480.683105
	Iteration 15Q: 3 clusters Score -212039.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -212041.250000 Penalty: 3480.683105
	Iteration 16Q: 3 clusters Score -212041.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -212042.718750 Penalty: 3480.683105
	Iteration 17Q: 3 clusters Score -212042.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -212043.796875 Penalty: 3480.683105
	Iteration 18Q: 3 clusters Score -212043.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -212047.937500 Penalty: 3480.683105
	Iteration 19Q: 3 clusters Score -212047.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -212051.843750 Penalty: 3480.683105
	Iteration 20F: 3 clusters Score -212051.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -212053.187500 Penalty: 3480.683105
	Iteration 21Q: 3 clusters Score -212053.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -212055.328125 Penalty: 3480.683105
	Iteration 22Q: 3 clusters Score -212055.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -212066.937500 Penalty: 3480.683105
	Iteration 23Q: 3 clusters Score -212066.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -212072.765625 Penalty: 3480.683105
	Iteration 24Q: 3 clusters Score -212072.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -212075.609375 Penalty: 3480.683105
	Iteration 25Q: 3 clusters Score -212075.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -212077.109375 Penalty: 3480.683105
	Iteration 26Q: 3 clusters Score -212077.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -212077.109375 Penalty: 3480.683105
	Iteration 27F: 3 clusters Score -212077.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Entering Unmasked Estep 
Score: -102216.226562 Penalty: 1592.158691
	Iteration 0F: 2 clusters Score -102216.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -100595.195312 Penalty: 3184.317383
	Iteration 0F: 3 clusters Score -100595.2 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -100847.351562 Penalty: 3184.317383
	Iteration 1F: 3 clusters Score -100847.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -100936.414062 Penalty: 3184.317383
	Iteration 2F: 3 clusters Score -100936.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -100990.445312 Penalty: 3184.317383
	Iteration 3Q: 3 clusters Score -100990.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -101017.789062 Penalty: 3184.317383
	Iteration 4Q: 3 clusters Score -101017.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -101033.039062 Penalty: 3184.317383
	Iteration 5Q: 3 clusters Score -101033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -101046.875000 Penalty: 3184.317383
	Iteration 6Q: 3 clusters Score -101046.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -101058.320312 Penalty: 3184.317383
	Iteration 7Q: 3 clusters Score -101058.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -101069.140625 Penalty: 3184.317383
	Iteration 8Q: 3 clusters Score -101069.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -101077.109375 Penalty: 3184.317383
	Iteration 9Q: 3 clusters Score -101077.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -101080.289062 Penalty: 3184.317383
	Iteration 10Q: 3 clusters Score -101080.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -101092.867188 Penalty: 3184.317383
	Iteration 11Q: 3 clusters Score -101092.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -101098.984375 Penalty: 3184.317383
	Iteration 12Q: 3 clusters Score -101099 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -101101.023438 Penalty: 3184.317383
	Iteration 13Q: 3 clusters Score -101101 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -101101.023438 Penalty: 3184.317383
	Iteration 14F: 3 clusters Score -101101 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (544 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Entering Unmasked Estep 
Score: -89970.000000 Penalty: 1562.139404
	Iteration 0F: 2 clusters Score -89970 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -88448.132812 Penalty: 3124.278809
	Iteration 0F: 3 clusters Score -88448.13 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88666.078125 Penalty: 3124.278809
	Iteration 1F: 3 clusters Score -88666.08 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -88756.953125 Penalty: 3124.278809
	Iteration 2Q: 3 clusters Score -88756.95 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -88830.750000 Penalty: 3124.278809
	Iteration 3Q: 3 clusters Score -88830.75 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -88895.117188 Penalty: 3124.278809
	Iteration 4Q: 3 clusters Score -88895.12 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -88941.765625 Penalty: 3124.278809
	Iteration 5Q: 3 clusters Score -88941.77 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -88972.304688 Penalty: 3124.278809
	Iteration 6Q: 3 clusters Score -88972.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -88989.210938 Penalty: 3124.278809
	Iteration 7Q: 3 clusters Score -88989.21 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -89017.945312 Penalty: 3124.278809
	Iteration 8Q: 3 clusters Score -89017.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -89035.640625 Penalty: 3124.278809
	Iteration 9Q: 3 clusters Score -89035.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -89047.296875 Penalty: 3124.278809
	Iteration 10Q: 3 clusters Score -89047.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -89051.578125 Penalty: 3124.278809
	Iteration 11Q: 3 clusters Score -89051.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -89054.281250 Penalty: 3124.278809
	Iteration 12Q: 3 clusters Score -89054.28 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -89054.281250 Penalty: 3124.278809
	Iteration 13F: 3 clusters Score -89054.28 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (22533 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22533 members 
Entering Unmasked Estep 
Score: -4509423.500000 Penalty: 2485.638672
	Iteration 0F: 2 clusters Score -4509424 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11317 members 
Mstep: Class 2 contains 11216 members 
Entering Unmasked Estep 
Score: -4494090.500000 Penalty: 4971.277344
	Iteration 0F: 3 clusters Score -4494090 nChanged 9886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -4499478.500000 Penalty: 4971.277344
	Iteration 1F: 3 clusters Score -4499478 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -4499874.000000 Penalty: 4971.277344
	Iteration 2F: 3 clusters Score -4499874 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12326 members 
Mstep: Class 2 contains 10207 members 
Entering Unmasked Estep 
Score: -4500158.500000 Penalty: 4971.277344
	Iteration 3Q: 3 clusters Score -4500158 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -4500470.500000 Penalty: 4971.277344
	Iteration 4Q: 3 clusters Score -4500470 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13284 members 
Mstep: Class 2 contains 9249 members 
Entering Unmasked Estep 
Score: -4500765.000000 Penalty: 4971.277344
	Iteration 5Q: 3 clusters Score -4500765 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13956 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -4501085.000000 Penalty: 4971.277344
	Iteration 6Q: 3 clusters Score -4501085 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14747 members 
Mstep: Class 2 contains 7786 members 
Entering Unmasked Estep 
Score: -4501526.500000 Penalty: 4971.277344
	Iteration 7Q: 3 clusters Score -4501526 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -4502009.000000 Penalty: 4971.277344
	Iteration 8Q: 3 clusters Score -4502009 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4502700.500000 Penalty: 4971.277344
	Iteration 9Q: 3 clusters Score -4502700 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 4756 members 
Entering Unmasked Estep 
Score: -4503404.500000 Penalty: 4971.277344
	Iteration 10Q: 3 clusters Score -4503404 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -4504277.000000 Penalty: 4971.277344
	Iteration 11Q: 3 clusters Score -4504277 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -4505152.500000 Penalty: 4971.277344
	Iteration 12Q: 3 clusters Score -4505152 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -4505885.000000 Penalty: 4971.277344
	Iteration 13Q: 3 clusters Score -4505885 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21175 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -4506324.500000 Penalty: 4971.277344
	Iteration 14Q: 3 clusters Score -4506324 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 1028 members 
Entering Unmasked Estep 
Score: -4506632.500000 Penalty: 4971.277344
	Iteration 15Q: 3 clusters Score -4506632 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -4506821.000000 Penalty: 4971.277344
	Iteration 16Q: 3 clusters Score -4506821 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21854 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -4506979.500000 Penalty: 4971.277344
	Iteration 17Q: 3 clusters Score -4506980 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -4507044.500000 Penalty: 4971.277344
	Iteration 18Q: 3 clusters Score -4507044 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4507102.500000 Penalty: 4971.277344
	Iteration 19Q: 3 clusters Score -4507102 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22019 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -4507141.000000 Penalty: 4971.277344
	Iteration 20F: 3 clusters Score -4507141 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22040 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -4507169.500000 Penalty: 4971.277344
	Iteration 21Q: 3 clusters Score -4507170 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22057 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -4507194.500000 Penalty: 4971.277344
	Iteration 22Q: 3 clusters Score -4507194 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -4507226.500000 Penalty: 4971.277344
	Iteration 23Q: 3 clusters Score -4507226 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22082 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -4507243.500000 Penalty: 4971.277344
	Iteration 24Q: 3 clusters Score -4507244 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22087 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -4507256.000000 Penalty: 4971.277344
	Iteration 25Q: 3 clusters Score -4507256 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22091 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -4507262.000000 Penalty: 4971.277344
	Iteration 26Q: 3 clusters Score -4507262 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4507274.000000 Penalty: 4971.277344
	Iteration 27Q: 3 clusters Score -4507274 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22097 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -4507276.000000 Penalty: 4971.277344
	Iteration 28Q: 3 clusters Score -4507276 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22099 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -4507278.000000 Penalty: 4971.277344
	Iteration 29Q: 3 clusters Score -4507278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -4507284.500000 Penalty: 4971.277344
	Iteration 30Q: 3 clusters Score -4507284 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22104 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -4507287.000000 Penalty: 4971.277344
	Iteration 31Q: 3 clusters Score -4507287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22109 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -4507289.500000 Penalty: 4971.277344
	Iteration 32Q: 3 clusters Score -4507290 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22115 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -4507304.000000 Penalty: 4971.277344
	Iteration 33Q: 3 clusters Score -4507304 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4507304.500000 Penalty: 4971.277344
	Iteration 34Q: 3 clusters Score -4507304 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4507305.000000 Penalty: 4971.277344
	Iteration 35Q: 3 clusters Score -4507305 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4507309.000000 Penalty: 4971.277344
	Iteration 36Q: 3 clusters Score -4507309 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4507312.500000 Penalty: 4971.277344
	Iteration 37Q: 3 clusters Score -4507312 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22122 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -4507315.000000 Penalty: 4971.277344
	Iteration 38Q: 3 clusters Score -4507315 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22121 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -4507316.500000 Penalty: 4971.277344
	Iteration 39Q: 3 clusters Score -4507316 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22123 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -4507316.500000 Penalty: 4971.277344
	Iteration 40F: 3 clusters Score -4507316 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (485 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Entering Unmasked Estep 
Score: -81383.726562 Penalty: 1533.668945
	Iteration 0F: 2 clusters Score -81383.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -79855.265625 Penalty: 3067.337891
	Iteration 0F: 3 clusters Score -79855.27 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -80038.171875 Penalty: 3067.337891
	Iteration 1F: 3 clusters Score -80038.17 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -80104.796875 Penalty: 3067.337891
	Iteration 2Q: 3 clusters Score -80104.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80129.273438 Penalty: 3067.337891
	Iteration 3Q: 3 clusters Score -80129.27 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -80144.398438 Penalty: 3067.337891
	Iteration 4Q: 3 clusters Score -80144.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -80149.148438 Penalty: 3067.337891
	Iteration 5Q: 3 clusters Score -80149.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -80150.976562 Penalty: 3067.337891
	Iteration 6Q: 3 clusters Score -80150.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80154.007812 Penalty: 3067.337891
	Iteration 7Q: 3 clusters Score -80154.01 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -80154.007812 Penalty: 3067.337891
	Iteration 8F: 3 clusters Score -80154.01 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (470 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Entering Unmasked Estep 
Score: -73726.085938 Penalty: 1525.877686
	Iteration 0F: 2 clusters Score -73726.09 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -72281.421875 Penalty: 3051.755371
	Iteration 0F: 3 clusters Score -72281.42 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72499.140625 Penalty: 3051.755371
	Iteration 1F: 3 clusters Score -72499.14 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -72562.648438 Penalty: 3051.755371
	Iteration 2F: 3 clusters Score -72562.65 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -72584.445312 Penalty: 3051.755371
	Iteration 3Q: 3 clusters Score -72584.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72589.406250 Penalty: 3051.755371
	Iteration 4Q: 3 clusters Score -72589.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -72591.718750 Penalty: 3051.755371
	Iteration 5Q: 3 clusters Score -72591.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72593.125000 Penalty: 3051.755371
	Iteration 6Q: 3 clusters Score -72593.12 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72593.125000 Penalty: 3051.755371
	Iteration 7F: 3 clusters Score -72593.12 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (44868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44868 members 
Entering Unmasked Estep 
Score: -8634130.000000 Penalty: 2656.447021
	Iteration 0F: 2 clusters Score -8634130 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22576 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -8608234.000000 Penalty: 5312.894043
	Iteration 0F: 3 clusters Score -8608234 nChanged 20671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23819 members 
Mstep: Class 2 contains 21049 members 
Entering Unmasked Estep 
Score: -8619580.000000 Penalty: 5312.894043
	Iteration 1F: 3 clusters Score -8619580 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24633 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -8620107.000000 Penalty: 5312.894043
	Iteration 2Q: 3 clusters Score -8620107 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25673 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -8620681.000000 Penalty: 5312.894043
	Iteration 3Q: 3 clusters Score -8620681 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27100 members 
Mstep: Class 2 contains 17768 members 
Entering Unmasked Estep 
Score: -8621402.000000 Penalty: 5312.894043
	Iteration 4Q: 3 clusters Score -8621402 nChanged 2358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29014 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -8622495.000000 Penalty: 5312.894043
	Iteration 5F: 3 clusters Score -8622495 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 13410 members 
Entering Unmasked Estep 
Score: -8624065.000000 Penalty: 5312.894043
	Iteration 6F: 3 clusters Score -8624065 nChanged 3015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34287 members 
Mstep: Class 2 contains 10581 members 
Entering Unmasked Estep 
Score: -8625886.000000 Penalty: 5312.894043
	Iteration 7F: 3 clusters Score -8625886 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37019 members 
Mstep: Class 2 contains 7849 members 
Entering Unmasked Estep 
Score: -8627900.000000 Penalty: 5312.894043
	Iteration 8F: 3 clusters Score -8627900 nChanged 2394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39327 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -8629648.000000 Penalty: 5312.894043
	Iteration 9F: 3 clusters Score -8629648 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41014 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -8631165.000000 Penalty: 5312.894043
	Iteration 10Q: 3 clusters Score -8631165 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42309 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8631724.000000 Penalty: 5312.894043
	Iteration 11Q: 3 clusters Score -8631724 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43171 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -8631955.000000 Penalty: 5312.894043
	Iteration 12Q: 3 clusters Score -8631955 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -8632011.000000 Penalty: 5312.894043
	Iteration 13Q: 3 clusters Score -8632011 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44033 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8632073.000000 Penalty: 5312.894043
	Iteration 14Q: 3 clusters Score -8632073 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44206 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -8632136.000000 Penalty: 5312.894043
	Iteration 15Q: 3 clusters Score -8632136 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44312 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8632141.000000 Penalty: 5312.894043
	Iteration 16Q: 3 clusters Score -8632141 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44375 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8632149.000000 Penalty: 5312.894043
	Iteration 17Q: 3 clusters Score -8632149 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44404 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -8632171.000000 Penalty: 5312.894043
	Iteration 18Q: 3 clusters Score -8632171 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44428 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -8632179.000000 Penalty: 5312.894043
	Iteration 19Q: 3 clusters Score -8632179 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44450 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8632186.000000 Penalty: 5312.894043
	Iteration 20F: 3 clusters Score -8632186 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44456 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -8632191.000000 Penalty: 5312.894043
	Iteration 21Q: 3 clusters Score -8632191 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44462 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -8632206.000000 Penalty: 5312.894043
	Iteration 22Q: 3 clusters Score -8632206 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44469 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8632206.000000 Penalty: 5312.894043
	Iteration 23Q: 3 clusters Score -8632206 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44471 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -8632223.000000 Penalty: 5312.894043
	Iteration 24Q: 3 clusters Score -8632223 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -8632235.000000 Penalty: 5312.894043
	Iteration 25Q: 3 clusters Score -8632235 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44481 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8632235.000000 Penalty: 5312.894043
	Iteration 26Q: 3 clusters Score -8632235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8632232.000000 Penalty: 5312.894043
	Iteration 27Q: 3 clusters Score -8632232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44484 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8632232.000000 Penalty: 5312.894043
	Iteration 28F: 3 clusters Score -8632232 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28761 members 
Mstep: Class 3 contains 44233 members 
Mstep: Class 4 contains 4827 members 
Mstep: Class 5 contains 27746 members 
Mstep: Class 6 contains 33618 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47437 members 
Mstep: Class 9 contains 8220 members 
Mstep: Class 10 contains 25408 members 
Mstep: Class 11 contains 52053 members 
Mstep: Class 12 contains 69826 members 
Mstep: Class 13 contains 52812 members 
Mstep: Class 14 contains 4615 members 
Mstep: Class 15 contains 29695 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42643 members 
Mstep: Class 18 contains 46860 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 22997 members 
Mstep: Class 22 contains 38214 members 
Mstep: Class 23 contains 17412 members 
Mstep: Class 24 contains 21252 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48369 members 
Mstep: Class 28 contains 21469 members 
Mstep: Class 29 contains 26401 members 
Mstep: Class 30 contains 59944 members 
Mstep: Class 31 contains 53670 members 
Mstep: Class 32 contains 66284 members 
Mstep: Class 33 contains 17913 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 15003 members 
Mstep: Class 36 contains 46456 members 
Mstep: Class 37 contains 1689 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28657 members 
Mstep: Class 40 contains 29468 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22533 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972432.000000 Penalty: 165768.828125
Iteration 479Q: 49 clusters Score -2.079724e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7146 members 
Mstep: Class 2 contains 28770 members 
Mstep: Class 3 contains 44240 members 
Mstep: Class 4 contains 4819 members 
Mstep: Class 5 contains 27851 members 
Mstep: Class 6 contains 33564 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47458 members 
Mstep: Class 9 contains 8222 members 
Mstep: Class 10 contains 25421 members 
Mstep: Class 11 contains 52059 members 
Mstep: Class 12 contains 69819 members 
Mstep: Class 13 contains 52804 members 
Mstep: Class 14 contains 4617 members 
Mstep: Class 15 contains 29705 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42566 members 
Mstep: Class 18 contains 46858 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23027 members 
Mstep: Class 22 contains 38154 members 
Mstep: Class 23 contains 17414 members 
Mstep: Class 24 contains 21203 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48459 members 
Mstep: Class 28 contains 21467 members 
Mstep: Class 29 contains 26399 members 
Mstep: Class 30 contains 59958 members 
Mstep: Class 31 contains 53682 members 
Mstep: Class 32 contains 66292 members 
Mstep: Class 33 contains 17904 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14978 members 
Mstep: Class 36 contains 46442 members 
Mstep: Class 37 contains 1690 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28671 members 
Mstep: Class 40 contains 29432 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22529 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44878 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972240.000000 Penalty: 165768.828125
Iteration 480F: 49 clusters Score -2.079722e+08 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7145 members 
Mstep: Class 2 contains 28784 members 
Mstep: Class 3 contains 44272 members 
Mstep: Class 4 contains 4809 members 
Mstep: Class 5 contains 27961 members 
Mstep: Class 6 contains 33499 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47477 members 
Mstep: Class 9 contains 8223 members 
Mstep: Class 10 contains 25415 members 
Mstep: Class 11 contains 52067 members 
Mstep: Class 12 contains 69818 members 
Mstep: Class 13 contains 52803 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 29706 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42514 members 
Mstep: Class 18 contains 46843 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23059 members 
Mstep: Class 22 contains 38095 members 
Mstep: Class 23 contains 17418 members 
Mstep: Class 24 contains 21151 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48526 members 
Mstep: Class 28 contains 21468 members 
Mstep: Class 29 contains 26407 members 
Mstep: Class 30 contains 59960 members 
Mstep: Class 31 contains 53690 members 
Mstep: Class 32 contains 66279 members 
Mstep: Class 33 contains 17898 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14954 members 
Mstep: Class 36 contains 46434 members 
Mstep: Class 37 contains 1691 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28670 members 
Mstep: Class 40 contains 29417 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22540 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44886 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972032.000000 Penalty: 165768.828125
Iteration 481Q: 49 clusters Score -2.07972e+08 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28801 members 
Mstep: Class 3 contains 44338 members 
Mstep: Class 4 contains 4806 members 
Mstep: Class 5 contains 28054 members 
Mstep: Class 6 contains 33447 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47481 members 
Mstep: Class 9 contains 8224 members 
Mstep: Class 10 contains 25379 members 
Mstep: Class 11 contains 52078 members 
Mstep: Class 12 contains 69823 members 
Mstep: Class 13 contains 52807 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 29704 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42465 members 
Mstep: Class 18 contains 46831 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23105 members 
Mstep: Class 22 contains 38041 members 
Mstep: Class 23 contains 17419 members 
Mstep: Class 24 contains 21091 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48557 members 
Mstep: Class 28 contains 21468 members 
Mstep: Class 29 contains 26392 members 
Mstep: Class 30 contains 59962 members 
Mstep: Class 31 contains 53695 members 
Mstep: Class 32 contains 66246 members 
Mstep: Class 33 contains 17899 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14937 members 
Mstep: Class 36 contains 46444 members 
Mstep: Class 37 contains 1691 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28663 members 
Mstep: Class 40 contains 29407 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22563 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44917 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972320.000000 Penalty: 165768.828125
Iteration 482Q: 49 clusters Score -2.079723e+08 nChanged 1596
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 28817 members 
Mstep: Class 3 contains 44415 members 
Mstep: Class 4 contains 4800 members 
Mstep: Class 5 contains 28150 members 
Mstep: Class 6 contains 33362 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47451 members 
Mstep: Class 9 contains 8227 members 
Mstep: Class 10 contains 25368 members 
Mstep: Class 11 contains 52085 members 
Mstep: Class 12 contains 69826 members 
Mstep: Class 13 contains 52820 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 29696 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42444 members 
Mstep: Class 18 contains 46822 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23152 members 
Mstep: Class 22 contains 37973 members 
Mstep: Class 23 contains 17416 members 
Mstep: Class 24 contains 21044 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48612 members 
Mstep: Class 28 contains 21468 members 
Mstep: Class 29 contains 26395 members 
Mstep: Class 30 contains 59951 members 
Mstep: Class 31 contains 53687 members 
Mstep: Class 32 contains 66234 members 
Mstep: Class 33 contains 17895 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14907 members 
Mstep: Class 36 contains 46462 members 
Mstep: Class 37 contains 1691 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28666 members 
Mstep: Class 40 contains 29387 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22555 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44958 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972016.000000 Penalty: 165768.828125
Iteration 483Q: 49 clusters Score -2.07972e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 28791 members 
Mstep: Class 3 contains 44494 members 
Mstep: Class 4 contains 4790 members 
Mstep: Class 5 contains 28241 members 
Mstep: Class 6 contains 33281 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47446 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 25360 members 
Mstep: Class 11 contains 52095 members 
Mstep: Class 12 contains 69820 members 
Mstep: Class 13 contains 52839 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 29705 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42430 members 
Mstep: Class 18 contains 46833 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23189 members 
Mstep: Class 22 contains 37884 members 
Mstep: Class 23 contains 17415 members 
Mstep: Class 24 contains 21004 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48654 members 
Mstep: Class 28 contains 21471 members 
Mstep: Class 29 contains 26384 members 
Mstep: Class 30 contains 59952 members 
Mstep: Class 31 contains 53681 members 
Mstep: Class 32 contains 66229 members 
Mstep: Class 33 contains 17889 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14894 members 
Mstep: Class 36 contains 46457 members 
Mstep: Class 37 contains 1691 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28700 members 
Mstep: Class 40 contains 29378 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22551 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44959 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971696.000000 Penalty: 165768.828125
Iteration 484Q: 49 clusters Score -2.079717e+08 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 28785 members 
Mstep: Class 3 contains 44508 members 
Mstep: Class 4 contains 4788 members 
Mstep: Class 5 contains 28333 members 
Mstep: Class 6 contains 33196 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47468 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25353 members 
Mstep: Class 11 contains 52114 members 
Mstep: Class 12 contains 69820 members 
Mstep: Class 13 contains 52852 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 29709 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42394 members 
Mstep: Class 18 contains 46825 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23241 members 
Mstep: Class 22 contains 37805 members 
Mstep: Class 23 contains 17410 members 
Mstep: Class 24 contains 20962 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48753 members 
Mstep: Class 28 contains 21472 members 
Mstep: Class 29 contains 26385 members 
Mstep: Class 30 contains 59951 members 
Mstep: Class 31 contains 53680 members 
Mstep: Class 32 contains 66217 members 
Mstep: Class 33 contains 17884 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14873 members 
Mstep: Class 36 contains 46451 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28703 members 
Mstep: Class 40 contains 29360 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22556 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44966 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971920.000000 Penalty: 165768.828125
Iteration 485Q: 49 clusters Score -2.079719e+08 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 28783 members 
Mstep: Class 3 contains 44518 members 
Mstep: Class 4 contains 4785 members 
Mstep: Class 5 contains 28418 members 
Mstep: Class 6 contains 33145 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47463 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25348 members 
Mstep: Class 11 contains 52113 members 
Mstep: Class 12 contains 69819 members 
Mstep: Class 13 contains 52859 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 29706 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42361 members 
Mstep: Class 18 contains 46810 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23278 members 
Mstep: Class 22 contains 37736 members 
Mstep: Class 23 contains 17412 members 
Mstep: Class 24 contains 20926 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48843 members 
Mstep: Class 28 contains 21471 members 
Mstep: Class 29 contains 26395 members 
Mstep: Class 30 contains 59945 members 
Mstep: Class 31 contains 53676 members 
Mstep: Class 32 contains 66217 members 
Mstep: Class 33 contains 17886 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14860 members 
Mstep: Class 36 contains 46449 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28724 members 
Mstep: Class 40 contains 29338 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22559 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44969 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972032.000000 Penalty: 165768.828125
Iteration 486Q: 49 clusters Score -2.07972e+08 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 28800 members 
Mstep: Class 3 contains 44572 members 
Mstep: Class 4 contains 4783 members 
Mstep: Class 5 contains 28493 members 
Mstep: Class 6 contains 33068 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47502 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 25343 members 
Mstep: Class 11 contains 52120 members 
Mstep: Class 12 contains 69827 members 
Mstep: Class 13 contains 52860 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 29696 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42343 members 
Mstep: Class 18 contains 46798 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23308 members 
Mstep: Class 22 contains 37659 members 
Mstep: Class 23 contains 17408 members 
Mstep: Class 24 contains 20891 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48889 members 
Mstep: Class 28 contains 21468 members 
Mstep: Class 29 contains 26400 members 
Mstep: Class 30 contains 59962 members 
Mstep: Class 31 contains 53656 members 
Mstep: Class 32 contains 66203 members 
Mstep: Class 33 contains 17886 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14852 members 
Mstep: Class 36 contains 46449 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28741 members 
Mstep: Class 40 contains 29310 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22568 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971984.000000 Penalty: 165768.828125
Iteration 487Q: 49 clusters Score -2.07972e+08 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 28807 members 
Mstep: Class 3 contains 44643 members 
Mstep: Class 4 contains 4780 members 
Mstep: Class 5 contains 28561 members 
Mstep: Class 6 contains 32982 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47545 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 25327 members 
Mstep: Class 11 contains 52122 members 
Mstep: Class 12 contains 69832 members 
Mstep: Class 13 contains 52859 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 29687 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 18 contains 46781 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23338 members 
Mstep: Class 22 contains 37556 members 
Mstep: Class 23 contains 17404 members 
Mstep: Class 24 contains 20868 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48933 members 
Mstep: Class 28 contains 21467 members 
Mstep: Class 29 contains 26410 members 
Mstep: Class 30 contains 59968 members 
Mstep: Class 31 contains 53649 members 
Mstep: Class 32 contains 66199 members 
Mstep: Class 33 contains 17886 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14850 members 
Mstep: Class 36 contains 46448 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28754 members 
Mstep: Class 40 contains 29285 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22605 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44953 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971840.000000 Penalty: 165768.828125
Iteration 488Q: 49 clusters Score -2.079718e+08 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 28791 members 
Mstep: Class 3 contains 44704 members 
Mstep: Class 4 contains 4777 members 
Mstep: Class 5 contains 28632 members 
Mstep: Class 6 contains 32928 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47554 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 25314 members 
Mstep: Class 11 contains 52124 members 
Mstep: Class 12 contains 69832 members 
Mstep: Class 13 contains 52858 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 29681 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42281 members 
Mstep: Class 18 contains 46790 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23371 members 
Mstep: Class 22 contains 37495 members 
Mstep: Class 23 contains 17392 members 
Mstep: Class 24 contains 20849 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48947 members 
Mstep: Class 28 contains 21464 members 
Mstep: Class 29 contains 26409 members 
Mstep: Class 30 contains 59964 members 
Mstep: Class 31 contains 53636 members 
Mstep: Class 32 contains 66213 members 
Mstep: Class 33 contains 17890 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14841 members 
Mstep: Class 36 contains 46452 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28749 members 
Mstep: Class 40 contains 29276 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22640 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44956 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971920.000000 Penalty: 165768.828125
Iteration 489Q: 49 clusters Score -2.079719e+08 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 28758 members 
Mstep: Class 3 contains 44761 members 
Mstep: Class 4 contains 4774 members 
Mstep: Class 5 contains 28680 members 
Mstep: Class 6 contains 32851 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47579 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 25313 members 
Mstep: Class 11 contains 52139 members 
Mstep: Class 12 contains 69838 members 
Mstep: Class 13 contains 52867 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 29679 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42283 members 
Mstep: Class 18 contains 46774 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23402 members 
Mstep: Class 22 contains 37414 members 
Mstep: Class 23 contains 17390 members 
Mstep: Class 24 contains 20824 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48959 members 
Mstep: Class 28 contains 21461 members 
Mstep: Class 29 contains 26399 members 
Mstep: Class 30 contains 59949 members 
Mstep: Class 31 contains 53637 members 
Mstep: Class 32 contains 66224 members 
Mstep: Class 33 contains 17893 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14823 members 
Mstep: Class 36 contains 46461 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28775 members 
Mstep: Class 40 contains 29256 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22663 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44984 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971664.000000 Penalty: 165768.828125
Iteration 490Q: 49 clusters Score -2.079717e+08 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28735 members 
Mstep: Class 3 contains 44882 members 
Mstep: Class 4 contains 4774 members 
Mstep: Class 5 contains 28717 members 
Mstep: Class 6 contains 32774 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47578 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 25311 members 
Mstep: Class 11 contains 52157 members 
Mstep: Class 12 contains 69848 members 
Mstep: Class 13 contains 52859 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 29673 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42267 members 
Mstep: Class 18 contains 46762 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23409 members 
Mstep: Class 22 contains 37309 members 
Mstep: Class 23 contains 17392 members 
Mstep: Class 24 contains 20793 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 48965 members 
Mstep: Class 28 contains 21458 members 
Mstep: Class 29 contains 26402 members 
Mstep: Class 30 contains 59953 members 
Mstep: Class 31 contains 53632 members 
Mstep: Class 32 contains 66234 members 
Mstep: Class 33 contains 17897 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14806 members 
Mstep: Class 36 contains 46466 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28801 members 
Mstep: Class 40 contains 29239 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22690 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971824.000000 Penalty: 165768.828125
Iteration 491Q: 49 clusters Score -2.079718e+08 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28707 members 
Mstep: Class 3 contains 44963 members 
Mstep: Class 4 contains 4772 members 
Mstep: Class 5 contains 28775 members 
Mstep: Class 6 contains 32709 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47566 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25316 members 
Mstep: Class 11 contains 52174 members 
Mstep: Class 12 contains 69854 members 
Mstep: Class 13 contains 52861 members 
Mstep: Class 14 contains 4622 members 
Mstep: Class 15 contains 29671 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42256 members 
Mstep: Class 18 contains 46744 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23411 members 
Mstep: Class 22 contains 37206 members 
Mstep: Class 23 contains 17389 members 
Mstep: Class 24 contains 20763 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 49027 members 
Mstep: Class 28 contains 21458 members 
Mstep: Class 29 contains 26409 members 
Mstep: Class 30 contains 59949 members 
Mstep: Class 31 contains 53633 members 
Mstep: Class 32 contains 66247 members 
Mstep: Class 33 contains 17901 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14793 members 
Mstep: Class 36 contains 46470 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28847 members 
Mstep: Class 40 contains 29225 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22688 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971664.000000 Penalty: 165768.828125
Iteration 492Q: 49 clusters Score -2.079717e+08 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28682 members 
Mstep: Class 3 contains 45022 members 
Mstep: Class 4 contains 4768 members 
Mstep: Class 5 contains 28844 members 
Mstep: Class 6 contains 32632 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47572 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25320 members 
Mstep: Class 11 contains 52174 members 
Mstep: Class 12 contains 69865 members 
Mstep: Class 13 contains 52864 members 
Mstep: Class 14 contains 4623 members 
Mstep: Class 15 contains 29669 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42256 members 
Mstep: Class 18 contains 46719 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23433 members 
Mstep: Class 22 contains 37123 members 
Mstep: Class 23 contains 17387 members 
Mstep: Class 24 contains 20743 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 49055 members 
Mstep: Class 28 contains 21459 members 
Mstep: Class 29 contains 26403 members 
Mstep: Class 30 contains 59949 members 
Mstep: Class 31 contains 53624 members 
Mstep: Class 32 contains 66264 members 
Mstep: Class 33 contains 17894 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14780 members 
Mstep: Class 36 contains 46480 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28874 members 
Mstep: Class 40 contains 29229 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22692 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45034 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971696.000000 Penalty: 165768.828125
Iteration 493Q: 49 clusters Score -2.079717e+08 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28668 members 
Mstep: Class 3 contains 45095 members 
Mstep: Class 4 contains 4764 members 
Mstep: Class 5 contains 28895 members 
Mstep: Class 6 contains 32587 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47562 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25319 members 
Mstep: Class 11 contains 52178 members 
Mstep: Class 12 contains 69868 members 
Mstep: Class 13 contains 52867 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 29673 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42250 members 
Mstep: Class 18 contains 46708 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23457 members 
Mstep: Class 22 contains 37032 members 
Mstep: Class 23 contains 17385 members 
Mstep: Class 24 contains 20730 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 49113 members 
Mstep: Class 28 contains 21457 members 
Mstep: Class 29 contains 26419 members 
Mstep: Class 30 contains 59951 members 
Mstep: Class 31 contains 53616 members 
Mstep: Class 32 contains 66274 members 
Mstep: Class 33 contains 17894 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14768 members 
Mstep: Class 36 contains 46495 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28860 members 
Mstep: Class 40 contains 29220 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22700 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 45008 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971504.000000 Penalty: 165768.828125
Iteration 494Q: 49 clusters Score -2.079715e+08 nChanged 1419
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28644 members 
Mstep: Class 3 contains 45182 members 
Mstep: Class 4 contains 4758 members 
Mstep: Class 5 contains 28940 members 
Mstep: Class 6 contains 32548 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47523 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25324 members 
Mstep: Class 11 contains 52182 members 
Mstep: Class 12 contains 69881 members 
Mstep: Class 13 contains 52862 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 29673 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42247 members 
Mstep: Class 18 contains 46701 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23469 members 
Mstep: Class 22 contains 36933 members 
Mstep: Class 23 contains 17387 members 
Mstep: Class 24 contains 20721 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 49180 members 
Mstep: Class 28 contains 21456 members 
Mstep: Class 29 contains 26421 members 
Mstep: Class 30 contains 59941 members 
Mstep: Class 31 contains 53619 members 
Mstep: Class 32 contains 66280 members 
Mstep: Class 33 contains 17897 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14757 members 
Mstep: Class 36 contains 46514 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28861 members 
Mstep: Class 40 contains 29222 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22716 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971456.000000 Penalty: 165768.828125
Iteration 495Q: 49 clusters Score -2.079715e+08 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28626 members 
Mstep: Class 3 contains 45263 members 
Mstep: Class 4 contains 4752 members 
Mstep: Class 5 contains 28989 members 
Mstep: Class 6 contains 32494 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47517 members 
Mstep: Class 9 contains 8228 members 
Mstep: Class 10 contains 25318 members 
Mstep: Class 11 contains 52185 members 
Mstep: Class 12 contains 69888 members 
Mstep: Class 13 contains 52855 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 29686 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42254 members 
Mstep: Class 18 contains 46694 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23473 members 
Mstep: Class 22 contains 36860 members 
Mstep: Class 23 contains 17388 members 
Mstep: Class 24 contains 20705 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 49217 members 
Mstep: Class 28 contains 21456 members 
Mstep: Class 29 contains 26432 members 
Mstep: Class 30 contains 59941 members 
Mstep: Class 31 contains 53628 members 
Mstep: Class 32 contains 66264 members 
Mstep: Class 33 contains 17891 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14743 members 
Mstep: Class 36 contains 46520 members 
Mstep: Class 37 contains 1692 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28856 members 
Mstep: Class 40 contains 29232 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22742 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44944 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970800.000000 Penalty: 165768.828125
Iteration 496Q: 49 clusters Score -2.079708e+08 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28599 members 
Mstep: Class 3 contains 45346 members 
Mstep: Class 4 contains 4750 members 
Mstep: Class 5 contains 29033 members 
Mstep: Class 6 contains 32452 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47540 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25326 members 
Mstep: Class 11 contains 52180 members 
Mstep: Class 12 contains 69884 members 
Mstep: Class 13 contains 52853 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 29680 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42227 members 
Mstep: Class 18 contains 46698 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23484 members 
Mstep: Class 22 contains 36787 members 
Mstep: Class 23 contains 17394 members 
Mstep: Class 24 contains 20676 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 49205 members 
Mstep: Class 28 contains 21457 members 
Mstep: Class 29 contains 26442 members 
Mstep: Class 30 contains 59937 members 
Mstep: Class 31 contains 53634 members 
Mstep: Class 32 contains 66258 members 
Mstep: Class 33 contains 17892 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14740 members 
Mstep: Class 36 contains 46531 members 
Mstep: Class 37 contains 1693 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28867 members 
Mstep: Class 40 contains 29240 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22756 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970768.000000 Penalty: 165768.828125
Iteration 497Q: 49 clusters Score -2.079708e+08 nChanged 1377
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28597 members 
Mstep: Class 3 contains 45405 members 
Mstep: Class 4 contains 4749 members 
Mstep: Class 5 contains 29068 members 
Mstep: Class 6 contains 32426 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47552 members 
Mstep: Class 9 contains 8229 members 
Mstep: Class 10 contains 25316 members 
Mstep: Class 11 contains 52176 members 
Mstep: Class 12 contains 69885 members 
Mstep: Class 13 contains 52846 members 
Mstep: Class 14 contains 4621 members 
Mstep: Class 15 contains 29667 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42225 members 
Mstep: Class 18 contains 46693 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23494 members 
Mstep: Class 22 contains 36725 members 
Mstep: Class 23 contains 17399 members 
Mstep: Class 24 contains 20650 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 49203 members 
Mstep: Class 28 contains 21456 members 
Mstep: Class 29 contains 26450 members 
Mstep: Class 30 contains 59949 members 
Mstep: Class 31 contains 53629 members 
Mstep: Class 32 contains 66246 members 
Mstep: Class 33 contains 17892 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14752 members 
Mstep: Class 36 contains 46544 members 
Mstep: Class 37 contains 1693 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28881 members 
Mstep: Class 40 contains 29249 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22744 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970672.000000 Penalty: 165768.828125
Iteration 498Q: 49 clusters Score -2.079707e+08 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28596 members 
Mstep: Class 3 contains 45467 members 
Mstep: Class 4 contains 4748 members 
Mstep: Class 5 contains 29111 members 
Mstep: Class 6 contains 32402 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47582 members 
Mstep: Class 9 contains 8230 members 
Mstep: Class 10 contains 25309 members 
Mstep: Class 11 contains 52179 members 
Mstep: Class 12 contains 69893 members 
Mstep: Class 13 contains 52846 members 
Mstep: Class 14 contains 4620 members 
Mstep: Class 15 contains 29670 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42197 members 
Mstep: Class 18 contains 46681 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23518 members 
Mstep: Class 22 contains 36680 members 
Mstep: Class 23 contains 17398 members 
Mstep: Class 24 contains 20630 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 49157 members 
Mstep: Class 28 contains 21454 members 
Mstep: Class 29 contains 26461 members 
Mstep: Class 30 contains 59960 members 
Mstep: Class 31 contains 53626 members 
Mstep: Class 32 contains 66260 members 
Mstep: Class 33 contains 17890 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14761 members 
Mstep: Class 36 contains 46555 members 
Mstep: Class 37 contains 1693 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28866 members 
Mstep: Class 40 contains 29254 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22735 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44925 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970624.000000 Penalty: 165768.828125
Iteration 499Q: 49 clusters Score -2.079706e+08 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 76 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 28589 members 
Mstep: Class 3 contains 45510 members 
Mstep: Class 4 contains 4746 members 
Mstep: Class 5 contains 29127 members 
Mstep: Class 6 contains 32360 members 
Mstep: Class 7 contains 268 members 
Mstep: Class 8 contains 47624 members 
Mstep: Class 9 contains 8231 members 
Mstep: Class 10 contains 25295 members 
Mstep: Class 11 contains 52187 members 
Mstep: Class 12 contains 69900 members 
Mstep: Class 13 contains 52859 members 
Mstep: Class 14 contains 4619 members 
Mstep: Class 15 contains 29671 members 
Mstep: Class 16 contains 671 members 
Mstep: Class 17 contains 42172 members 
Mstep: Class 18 contains 46668 members 
Mstep: Class 19 contains 499 members 
Mstep: Class 20 contains 848 members 
Mstep: Class 21 contains 23554 members 
Mstep: Class 22 contains 36648 members 
Mstep: Class 23 contains 17384 members 
Mstep: Class 24 contains 20626 members 
Mstep: Class 26 contains 213 members 
Mstep: Class 27 contains 49138 members 
Mstep: Class 28 contains 21453 members 
Mstep: Class 29 contains 26474 members 
Mstep: Class 30 contains 59964 members 
Mstep: Class 31 contains 53619 members 
Mstep: Class 32 contains 66252 members 
Mstep: Class 33 contains 17892 members 
Mstep: Class 34 contains 227 members 
Mstep: Class 35 contains 14773 members 
Mstep: Class 36 contains 46573 members 
Mstep: Class 37 contains 1693 members 
Mstep: Class 38 contains 871 members 
Mstep: Class 39 contains 28868 members 
Mstep: Class 40 contains 29254 members 
Mstep: Class 41 contains 485 members 
Mstep: Class 42 contains 350 members 
Mstep: Class 43 contains 1116 members 
Mstep: Class 44 contains 614 members 
Mstep: Class 45 contains 544 members 
Mstep: Class 46 contains 22722 members 
Mstep: Class 47 contains 485 members 
Mstep: Class 48 contains 470 members 
Mstep: Class 49 contains 44909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970784.000000 Penalty: 165768.828125
Iteration 500F: 49 clusters Score -2.079708e+08 nChanged 1354
Maximum iterations exceeded
--- Evaluating fit on full set of 3348706 points ---
Entering Unmasked Estep 
Score: -631590272.000000 Penalty: 178846.703125
20->49 Clusters: Score -631590272.000000, best is 100000003318135351409612647563264.000000
THE BEST YET!

Starting from 21 clusters...
Entering ConstructFrom: 
--- Running on subset of 1116235 points ---
Entering CEM 
Assigned 21 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56014 members 
Mstep: Class 2 contains 55716 members 
Mstep: Class 3 contains 56105 members 
Mstep: Class 4 contains 55849 members 
Mstep: Class 5 contains 55931 members 
Mstep: Class 6 contains 55810 members 
Mstep: Class 7 contains 55948 members 
Mstep: Class 8 contains 55781 members 
Mstep: Class 9 contains 55544 members 
Mstep: Class 10 contains 55761 members 
Mstep: Class 11 contains 55880 members 
Mstep: Class 12 contains 55901 members 
Mstep: Class 13 contains 55840 members 
Mstep: Class 14 contains 56035 members 
Mstep: Class 15 contains 55368 members 
Mstep: Class 16 contains 56050 members 
Mstep: Class 17 contains 55813 members 
Mstep: Class 18 contains 55688 members 
Mstep: Class 19 contains 55608 members 
Mstep: Class 20 contains 55593 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -196885152.000000 Penalty: 69070.343750
Iteration 0F: 21 clusters Score -1.968852e+08 nChanged 1060201
Entering Unmasked Mstep 
Mstep: Class 0 contains 3487 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 30982 members 
Mstep: Class 3 contains 76195 members 
Mstep: Class 4 contains 33815 members 
Mstep: Class 5 contains 76695 members 
Mstep: Class 6 contains 12594 members 
Mstep: Class 7 contains 33325 members 
Mstep: Class 8 contains 32373 members 
Mstep: Class 9 contains 19270 members 
Mstep: Class 10 contains 58028 members 
Mstep: Class 11 contains 75108 members 
Mstep: Class 12 contains 8578 members 
Mstep: Class 13 contains 23496 members 
Mstep: Class 14 contains 476637 members 
Mstep: Class 15 contains 35203 members 
Mstep: Class 16 contains 13594 members 
Mstep: Class 17 contains 35606 members 
Mstep: Class 18 contains 23644 members 
Mstep: Class 19 contains 7411 members 
Mstep: Class 20 contains 9088 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -204478080.000000 Penalty: 69070.343750
Iteration 1F: 21 clusters Score -2.044781e+08 nChanged 446894
Entering Unmasked Mstep 
Mstep: Class 0 contains 3125 members 
Mstep: Class 1 contains 36034 members 
Mstep: Class 2 contains 12385 members 
Mstep: Class 3 contains 158496 members 
Mstep: Class 4 contains 58968 members 
Mstep: Class 5 contains 121112 members 
Mstep: Class 6 contains 7269 members 
Mstep: Class 7 contains 26375 members 
Mstep: Class 8 contains 44382 members 
Mstep: Class 9 contains 16058 members 
Mstep: Class 10 contains 67274 members 
Mstep: Class 11 contains 93748 members 
Mstep: Class 12 contains 7738 members 
Mstep: Class 13 contains 8008 members 
Mstep: Class 14 contains 313882 members 
Mstep: Class 15 contains 84489 members 
Mstep: Class 16 contains 1131 members 
Mstep: Class 17 contains 46063 members 
Mstep: Class 18 contains 3783 members 
Mstep: Class 19 contains 2759 members 
Mstep: Class 20 contains 3156 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 18. Lose 3029.329834 but Gain 3453.515625
Score: -205529056.000000 Penalty: 65616.828125
Iteration 2F: 20 clusters Score -2.055291e+08 nChanged 391608
Entering Unmasked Mstep 
Mstep: Class 0 contains 1783 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 13390 members 
Mstep: Class 3 contains 94036 members 
Mstep: Class 4 contains 101916 members 
Mstep: Class 5 contains 87746 members 
Mstep: Class 6 contains 5796 members 
Mstep: Class 7 contains 28606 members 
Mstep: Class 8 contains 63531 members 
Mstep: Class 9 contains 33903 members 
Mstep: Class 10 contains 77424 members 
Mstep: Class 11 contains 97991 members 
Mstep: Class 12 contains 7645 members 
Mstep: Class 13 contains 7610 members 
Mstep: Class 14 contains 249385 members 
Mstep: Class 15 contains 138997 members 
Mstep: Class 16 contains 1916 members 
Mstep: Class 17 contains 59803 members 
Mstep: Class 19 contains 1903 members 
Mstep: Class 20 contains 1824 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -206217456.000000 Penalty: 65616.828125
Iteration 3F: 20 clusters Score -2.062175e+08 nChanged 289866
Entering Unmasked Mstep 
Mstep: Class 0 contains 824 members 
Mstep: Class 1 contains 47616 members 
Mstep: Class 2 contains 13828 members 
Mstep: Class 3 contains 84228 members 
Mstep: Class 4 contains 105114 members 
Mstep: Class 5 contains 86734 members 
Mstep: Class 6 contains 5642 members 
Mstep: Class 7 contains 35925 members 
Mstep: Class 8 contains 88589 members 
Mstep: Class 9 contains 47942 members 
Mstep: Class 10 contains 78206 members 
Mstep: Class 11 contains 86825 members 
Mstep: Class 12 contains 7111 members 
Mstep: Class 13 contains 6950 members 
Mstep: Class 14 contains 221686 members 
Mstep: Class 15 contains 117717 members 
Mstep: Class 16 contains 2820 members 
Mstep: Class 17 contains 75297 members 
Mstep: Class 19 contains 2061 members 
Mstep: Class 20 contains 1120 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -206590032.000000 Penalty: 65616.828125
Iteration 4F: 20 clusters Score -2.0659e+08 nChanged 222451
Entering Unmasked Mstep 
Mstep: Class 0 contains 612 members 
Mstep: Class 1 contains 59106 members 
Mstep: Class 2 contains 14262 members 
Mstep: Class 3 contains 78693 members 
Mstep: Class 4 contains 93607 members 
Mstep: Class 5 contains 84965 members 
Mstep: Class 6 contains 5843 members 
Mstep: Class 7 contains 51624 members 
Mstep: Class 8 contains 104446 members 
Mstep: Class 9 contains 60135 members 
Mstep: Class 10 contains 70731 members 
Mstep: Class 11 contains 80919 members 
Mstep: Class 12 contains 8456 members 
Mstep: Class 13 contains 6186 members 
Mstep: Class 14 contains 186491 members 
Mstep: Class 15 contains 121251 members 
Mstep: Class 16 contains 3087 members 
Mstep: Class 17 contains 83033 members 
Mstep: Class 19 contains 1949 members 
Mstep: Class 20 contains 839 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -206809888.000000 Penalty: 65616.828125
Iteration 5F: 20 clusters Score -2.068099e+08 nChanged 200959
Entering Unmasked Mstep 
Mstep: Class 0 contains 209 members 
Mstep: Class 1 contains 73814 members 
Mstep: Class 2 contains 14875 members 
Mstep: Class 3 contains 77873 members 
Mstep: Class 4 contains 90554 members 
Mstep: Class 5 contains 88079 members 
Mstep: Class 6 contains 6311 members 
Mstep: Class 7 contains 79616 members 
Mstep: Class 8 contains 103327 members 
Mstep: Class 9 contains 71371 members 
Mstep: Class 10 contains 60038 members 
Mstep: Class 11 contains 79695 members 
Mstep: Class 12 contains 11081 members 
Mstep: Class 13 contains 5560 members 
Mstep: Class 14 contains 153626 members 
Mstep: Class 15 contains 112531 members 
Mstep: Class 16 contains 3549 members 
Mstep: Class 17 contains 81497 members 
Mstep: Class 19 contains 1937 members 
Mstep: Class 20 contains 692 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -206960000.000000 Penalty: 65616.828125
Iteration 6F: 20 clusters Score -2.0696e+08 nChanged 161911
Entering Unmasked Mstep 
Mstep: Class 0 contains 168 members 
Mstep: Class 1 contains 86009 members 
Mstep: Class 2 contains 16374 members 
Mstep: Class 3 contains 75789 members 
Mstep: Class 4 contains 86650 members 
Mstep: Class 5 contains 89125 members 
Mstep: Class 6 contains 7250 members 
Mstep: Class 7 contains 88827 members 
Mstep: Class 8 contains 103477 members 
Mstep: Class 9 contains 81568 members 
Mstep: Class 10 contains 54152 members 
Mstep: Class 11 contains 76703 members 
Mstep: Class 12 contains 14171 members 
Mstep: Class 13 contains 5052 members 
Mstep: Class 14 contains 136670 members 
Mstep: Class 15 contains 110827 members 
Mstep: Class 16 contains 3613 members 
Mstep: Class 17 contains 77253 members 
Mstep: Class 19 contains 1890 members 
Mstep: Class 20 contains 667 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207035456.000000 Penalty: 65616.828125
Iteration 7F: 20 clusters Score -2.070355e+08 nChanged 120879
Entering Unmasked Mstep 
Mstep: Class 0 contains 161 members 
Mstep: Class 1 contains 91337 members 
Mstep: Class 2 contains 18772 members 
Mstep: Class 3 contains 76786 members 
Mstep: Class 4 contains 89134 members 
Mstep: Class 5 contains 87633 members 
Mstep: Class 6 contains 8012 members 
Mstep: Class 7 contains 79225 members 
Mstep: Class 8 contains 102726 members 
Mstep: Class 9 contains 91137 members 
Mstep: Class 10 contains 54465 members 
Mstep: Class 11 contains 78120 members 
Mstep: Class 12 contains 17589 members 
Mstep: Class 13 contains 4761 members 
Mstep: Class 14 contains 127017 members 
Mstep: Class 15 contains 107331 members 
Mstep: Class 16 contains 3616 members 
Mstep: Class 17 contains 75856 members 
Mstep: Class 19 contains 1896 members 
Mstep: Class 20 contains 661 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207093744.000000 Penalty: 65616.828125
Iteration 8F: 20 clusters Score -2.070937e+08 nChanged 99480
Entering Unmasked Mstep 
Mstep: Class 0 contains 156 members 
Mstep: Class 1 contains 92088 members 
Mstep: Class 2 contains 22360 members 
Mstep: Class 3 contains 76007 members 
Mstep: Class 4 contains 90947 members 
Mstep: Class 5 contains 85270 members 
Mstep: Class 6 contains 8557 members 
Mstep: Class 7 contains 79300 members 
Mstep: Class 8 contains 102241 members 
Mstep: Class 9 contains 98406 members 
Mstep: Class 10 contains 55607 members 
Mstep: Class 11 contains 78403 members 
Mstep: Class 12 contains 21187 members 
Mstep: Class 13 contains 4624 members 
Mstep: Class 14 contains 119356 members 
Mstep: Class 15 contains 100987 members 
Mstep: Class 16 contains 3610 members 
Mstep: Class 17 contains 74527 members 
Mstep: Class 19 contains 1940 members 
Mstep: Class 20 contains 662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207127840.000000 Penalty: 65616.828125
Iteration 9F: 20 clusters Score -2.071278e+08 nChanged 87152
Entering Unmasked Mstep 
Mstep: Class 0 contains 153 members 
Mstep: Class 1 contains 92473 members 
Mstep: Class 2 contains 28080 members 
Mstep: Class 3 contains 74253 members 
Mstep: Class 4 contains 92411 members 
Mstep: Class 5 contains 84419 members 
Mstep: Class 6 contains 8842 members 
Mstep: Class 7 contains 78323 members 
Mstep: Class 8 contains 101500 members 
Mstep: Class 9 contains 101005 members 
Mstep: Class 10 contains 56646 members 
Mstep: Class 11 contains 78903 members 
Mstep: Class 12 contains 25033 members 
Mstep: Class 13 contains 4610 members 
Mstep: Class 14 contains 112998 members 
Mstep: Class 15 contains 96291 members 
Mstep: Class 16 contains 3603 members 
Mstep: Class 17 contains 73961 members 
Mstep: Class 19 contains 2056 members 
Mstep: Class 20 contains 675 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207159264.000000 Penalty: 65616.828125
Iteration 10F: 20 clusters Score -2.071593e+08 nChanged 78035
Entering Unmasked Mstep 
Mstep: Class 0 contains 152 members 
Mstep: Class 1 contains 92058 members 
Mstep: Class 2 contains 35868 members 
Mstep: Class 3 contains 72499 members 
Mstep: Class 4 contains 93839 members 
Mstep: Class 5 contains 84173 members 
Mstep: Class 6 contains 8969 members 
Mstep: Class 7 contains 77344 members 
Mstep: Class 8 contains 100616 members 
Mstep: Class 9 contains 100253 members 
Mstep: Class 10 contains 57064 members 
Mstep: Class 11 contains 79104 members 
Mstep: Class 12 contains 29163 members 
Mstep: Class 13 contains 4603 members 
Mstep: Class 14 contains 107556 members 
Mstep: Class 15 contains 92686 members 
Mstep: Class 16 contains 3595 members 
Mstep: Class 17 contains 73825 members 
Mstep: Class 19 contains 2178 members 
Mstep: Class 20 contains 690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207192304.000000 Penalty: 65616.828125
Iteration 11F: 20 clusters Score -2.071923e+08 nChanged 71844
Entering Unmasked Mstep 
Mstep: Class 0 contains 151 members 
Mstep: Class 1 contains 90937 members 
Mstep: Class 2 contains 45802 members 
Mstep: Class 3 contains 71170 members 
Mstep: Class 4 contains 94618 members 
Mstep: Class 5 contains 83267 members 
Mstep: Class 6 contains 8985 members 
Mstep: Class 7 contains 76492 members 
Mstep: Class 8 contains 99430 members 
Mstep: Class 9 contains 98201 members 
Mstep: Class 10 contains 57071 members 
Mstep: Class 11 contains 79137 members 
Mstep: Class 12 contains 33452 members 
Mstep: Class 13 contains 4640 members 
Mstep: Class 14 contains 102768 members 
Mstep: Class 15 contains 89832 members 
Mstep: Class 16 contains 3590 members 
Mstep: Class 17 contains 73667 members 
Mstep: Class 19 contains 2311 members 
Mstep: Class 20 contains 714 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207226672.000000 Penalty: 65616.828125
Iteration 12F: 20 clusters Score -2.072267e+08 nChanged 67452
Entering Unmasked Mstep 
Mstep: Class 0 contains 146 members 
Mstep: Class 1 contains 89220 members 
Mstep: Class 2 contains 59255 members 
Mstep: Class 3 contains 69687 members 
Mstep: Class 4 contains 94489 members 
Mstep: Class 5 contains 81700 members 
Mstep: Class 6 contains 8945 members 
Mstep: Class 7 contains 75235 members 
Mstep: Class 8 contains 98192 members 
Mstep: Class 9 contains 95481 members 
Mstep: Class 10 contains 56617 members 
Mstep: Class 11 contains 79378 members 
Mstep: Class 12 contains 37889 members 
Mstep: Class 13 contains 4614 members 
Mstep: Class 14 contains 98276 members 
Mstep: Class 15 contains 87682 members 
Mstep: Class 16 contains 3582 members 
Mstep: Class 17 contains 72579 members 
Mstep: Class 19 contains 2522 members 
Mstep: Class 20 contains 746 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207263968.000000 Penalty: 65616.828125
Iteration 13F: 20 clusters Score -2.07264e+08 nChanged 66619
Entering Unmasked Mstep 
Mstep: Class 0 contains 144 members 
Mstep: Class 1 contains 86728 members 
Mstep: Class 2 contains 77107 members 
Mstep: Class 3 contains 68078 members 
Mstep: Class 4 contains 93341 members 
Mstep: Class 5 contains 79538 members 
Mstep: Class 6 contains 8857 members 
Mstep: Class 7 contains 73433 members 
Mstep: Class 8 contains 96927 members 
Mstep: Class 9 contains 92681 members 
Mstep: Class 10 contains 55887 members 
Mstep: Class 11 contains 78952 members 
Mstep: Class 12 contains 42395 members 
Mstep: Class 13 contains 4584 members 
Mstep: Class 14 contains 94518 members 
Mstep: Class 15 contains 85788 members 
Mstep: Class 16 contains 3577 members 
Mstep: Class 17 contains 70194 members 
Mstep: Class 19 contains 2746 members 
Mstep: Class 20 contains 760 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207289328.000000 Penalty: 65616.828125
Iteration 14F: 20 clusters Score -2.072893e+08 nChanged 63212
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 84143 members 
Mstep: Class 2 contains 89979 members 
Mstep: Class 3 contains 66652 members 
Mstep: Class 4 contains 92627 members 
Mstep: Class 5 contains 77951 members 
Mstep: Class 6 contains 8742 members 
Mstep: Class 7 contains 72213 members 
Mstep: Class 8 contains 95984 members 
Mstep: Class 9 contains 92176 members 
Mstep: Class 10 contains 55225 members 
Mstep: Class 11 contains 78081 members 
Mstep: Class 12 contains 47476 members 
Mstep: Class 13 contains 4485 members 
Mstep: Class 14 contains 91311 members 
Mstep: Class 15 contains 84304 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 67411 members 
Mstep: Class 19 contains 3001 members 
Mstep: Class 20 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207296512.000000 Penalty: 65616.828125
Iteration 15F: 20 clusters Score -2.072965e+08 nChanged 53932
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 83491 members 
Mstep: Class 2 contains 90587 members 
Mstep: Class 3 contains 65640 members 
Mstep: Class 4 contains 92866 members 
Mstep: Class 5 contains 77210 members 
Mstep: Class 6 contains 8647 members 
Mstep: Class 7 contains 72881 members 
Mstep: Class 8 contains 95301 members 
Mstep: Class 9 contains 92918 members 
Mstep: Class 10 contains 54716 members 
Mstep: Class 11 contains 77334 members 
Mstep: Class 12 contains 53567 members 
Mstep: Class 13 contains 4349 members 
Mstep: Class 14 contains 88298 members 
Mstep: Class 15 contains 83117 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 67536 members 
Mstep: Class 19 contains 3312 members 
Mstep: Class 20 contains 750 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207304240.000000 Penalty: 65616.828125
Iteration 16Q: 20 clusters Score -2.073042e+08 nChanged 43293
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 82953 members 
Mstep: Class 2 contains 88009 members 
Mstep: Class 3 contains 65368 members 
Mstep: Class 4 contains 92748 members 
Mstep: Class 5 contains 76930 members 
Mstep: Class 6 contains 8573 members 
Mstep: Class 7 contains 73678 members 
Mstep: Class 8 contains 94521 members 
Mstep: Class 9 contains 93809 members 
Mstep: Class 10 contains 54513 members 
Mstep: Class 11 contains 76508 members 
Mstep: Class 12 contains 60411 members 
Mstep: Class 13 contains 4022 members 
Mstep: Class 14 contains 85530 members 
Mstep: Class 15 contains 82443 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 68073 members 
Mstep: Class 19 contains 3673 members 
Mstep: Class 20 contains 759 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207313360.000000 Penalty: 65616.828125
Iteration 17Q: 20 clusters Score -2.073134e+08 nChanged 39010
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 81712 members 
Mstep: Class 2 contains 86229 members 
Mstep: Class 3 contains 65425 members 
Mstep: Class 4 contains 92108 members 
Mstep: Class 5 contains 76328 members 
Mstep: Class 6 contains 8528 members 
Mstep: Class 7 contains 74411 members 
Mstep: Class 8 contains 93611 members 
Mstep: Class 9 contains 94375 members 
Mstep: Class 10 contains 54360 members 
Mstep: Class 11 contains 75680 members 
Mstep: Class 12 contains 68274 members 
Mstep: Class 13 contains 3582 members 
Mstep: Class 14 contains 83235 members 
Mstep: Class 15 contains 81931 members 
Mstep: Class 16 contains 3570 members 
Mstep: Class 17 contains 67857 members 
Mstep: Class 19 contains 4096 members 
Mstep: Class 20 contains 780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207324528.000000 Penalty: 65616.828125
Iteration 18Q: 20 clusters Score -2.073245e+08 nChanged 37151
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 80211 members 
Mstep: Class 2 contains 84682 members 
Mstep: Class 3 contains 65230 members 
Mstep: Class 4 contains 91229 members 
Mstep: Class 5 contains 75769 members 
Mstep: Class 6 contains 8482 members 
Mstep: Class 7 contains 75030 members 
Mstep: Class 8 contains 92609 members 
Mstep: Class 9 contains 94796 members 
Mstep: Class 10 contains 54128 members 
Mstep: Class 11 contains 74719 members 
Mstep: Class 12 contains 76778 members 
Mstep: Class 13 contains 3148 members 
Mstep: Class 14 contains 81493 members 
Mstep: Class 15 contains 81368 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 67394 members 
Mstep: Class 19 contains 4659 members 
Mstep: Class 20 contains 796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207334960.000000 Penalty: 65616.828125
Iteration 19Q: 20 clusters Score -2.07335e+08 nChanged 35527
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 78724 members 
Mstep: Class 2 contains 83058 members 
Mstep: Class 3 contains 65149 members 
Mstep: Class 4 contains 90300 members 
Mstep: Class 5 contains 75135 members 
Mstep: Class 6 contains 8441 members 
Mstep: Class 7 contains 75499 members 
Mstep: Class 8 contains 91628 members 
Mstep: Class 9 contains 95143 members 
Mstep: Class 10 contains 53747 members 
Mstep: Class 11 contains 73650 members 
Mstep: Class 12 contains 85749 members 
Mstep: Class 13 contains 2775 members 
Mstep: Class 14 contains 80073 members 
Mstep: Class 15 contains 80819 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 66604 members 
Mstep: Class 19 contains 5211 members 
Mstep: Class 20 contains 815 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207343568.000000 Penalty: 65616.828125
Iteration 20F: 20 clusters Score -2.073436e+08 nChanged 34167
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 77248 members 
Mstep: Class 2 contains 81651 members 
Mstep: Class 3 contains 64939 members 
Mstep: Class 4 contains 89234 members 
Mstep: Class 5 contains 74515 members 
Mstep: Class 6 contains 8447 members 
Mstep: Class 7 contains 76021 members 
Mstep: Class 8 contains 90614 members 
Mstep: Class 9 contains 95264 members 
Mstep: Class 10 contains 53280 members 
Mstep: Class 11 contains 72731 members 
Mstep: Class 12 contains 94337 members 
Mstep: Class 13 contains 2547 members 
Mstep: Class 14 contains 78898 members 
Mstep: Class 15 contains 80288 members 
Mstep: Class 16 contains 3570 members 
Mstep: Class 17 contains 65948 members 
Mstep: Class 19 contains 5788 members 
Mstep: Class 20 contains 772 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207349248.000000 Penalty: 65616.828125
Iteration 21Q: 20 clusters Score -2.073492e+08 nChanged 33870
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 76190 members 
Mstep: Class 2 contains 80943 members 
Mstep: Class 3 contains 64833 members 
Mstep: Class 4 contains 87995 members 
Mstep: Class 5 contains 73958 members 
Mstep: Class 6 contains 8530 members 
Mstep: Class 7 contains 76541 members 
Mstep: Class 8 contains 89797 members 
Mstep: Class 9 contains 95783 members 
Mstep: Class 10 contains 52770 members 
Mstep: Class 11 contains 71847 members 
Mstep: Class 12 contains 100081 members 
Mstep: Class 13 contains 2072 members 
Mstep: Class 14 contains 77874 members 
Mstep: Class 15 contains 79916 members 
Mstep: Class 16 contains 3569 members 
Mstep: Class 17 contains 66134 members 
Mstep: Class 19 contains 6490 members 
Mstep: Class 20 contains 769 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207352336.000000 Penalty: 65616.828125
Iteration 22Q: 20 clusters Score -2.073523e+08 nChanged 29299
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 75928 members 
Mstep: Class 2 contains 80695 members 
Mstep: Class 3 contains 64755 members 
Mstep: Class 4 contains 86702 members 
Mstep: Class 5 contains 73483 members 
Mstep: Class 6 contains 8637 members 
Mstep: Class 7 contains 77111 members 
Mstep: Class 8 contains 89802 members 
Mstep: Class 9 contains 97535 members 
Mstep: Class 10 contains 52374 members 
Mstep: Class 11 contains 71290 members 
Mstep: Class 12 contains 101510 members 
Mstep: Class 13 contains 1617 members 
Mstep: Class 14 contains 76888 members 
Mstep: Class 15 contains 79739 members 
Mstep: Class 16 contains 3570 members 
Mstep: Class 17 contains 66502 members 
Mstep: Class 19 contains 7173 members 
Mstep: Class 20 contains 781 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207352576.000000 Penalty: 65616.828125
Iteration 23Q: 20 clusters Score -2.073526e+08 nChanged 24172
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 75699 members 
Mstep: Class 2 contains 80599 members 
Mstep: Class 3 contains 64746 members 
Mstep: Class 4 contains 85342 members 
Mstep: Class 5 contains 73179 members 
Mstep: Class 6 contains 8675 members 
Mstep: Class 7 contains 77656 members 
Mstep: Class 8 contains 89926 members 
Mstep: Class 9 contains 99381 members 
Mstep: Class 10 contains 52083 members 
Mstep: Class 11 contains 70947 members 
Mstep: Class 12 contains 101494 members 
Mstep: Class 13 contains 1288 members 
Mstep: Class 14 contains 76173 members 
Mstep: Class 15 contains 79810 members 
Mstep: Class 16 contains 3570 members 
Mstep: Class 17 contains 66825 members 
Mstep: Class 19 contains 7904 members 
Mstep: Class 20 contains 795 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207353696.000000 Penalty: 65616.828125
Iteration 24Q: 20 clusters Score -2.073537e+08 nChanged 20852
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 75461 members 
Mstep: Class 2 contains 80444 members 
Mstep: Class 3 contains 64877 members 
Mstep: Class 4 contains 84330 members 
Mstep: Class 5 contains 72800 members 
Mstep: Class 6 contains 8710 members 
Mstep: Class 7 contains 78085 members 
Mstep: Class 8 contains 90112 members 
Mstep: Class 9 contains 101030 members 
Mstep: Class 10 contains 51870 members 
Mstep: Class 11 contains 70634 members 
Mstep: Class 12 contains 101201 members 
Mstep: Class 13 contains 1052 members 
Mstep: Class 14 contains 75620 members 
Mstep: Class 15 contains 79769 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 67117 members 
Mstep: Class 19 contains 8600 members 
Mstep: Class 20 contains 809 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207354192.000000 Penalty: 65616.828125
Iteration 25Q: 20 clusters Score -2.073542e+08 nChanged 18507
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 75124 members 
Mstep: Class 2 contains 80124 members 
Mstep: Class 3 contains 64926 members 
Mstep: Class 4 contains 83610 members 
Mstep: Class 5 contains 72676 members 
Mstep: Class 6 contains 8695 members 
Mstep: Class 7 contains 78354 members 
Mstep: Class 8 contains 90245 members 
Mstep: Class 9 contains 102347 members 
Mstep: Class 10 contains 51690 members 
Mstep: Class 11 contains 70341 members 
Mstep: Class 12 contains 100924 members 
Mstep: Class 13 contains 921 members 
Mstep: Class 14 contains 75199 members 
Mstep: Class 15 contains 79781 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 67433 members 
Mstep: Class 19 contains 9310 members 
Mstep: Class 20 contains 821 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207354752.000000 Penalty: 65616.828125
Iteration 26Q: 20 clusters Score -2.073548e+08 nChanged 17110
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 74687 members 
Mstep: Class 2 contains 79785 members 
Mstep: Class 3 contains 64982 members 
Mstep: Class 4 contains 82958 members 
Mstep: Class 5 contains 72549 members 
Mstep: Class 6 contains 8674 members 
Mstep: Class 7 contains 78502 members 
Mstep: Class 8 contains 90505 members 
Mstep: Class 9 contains 103594 members 
Mstep: Class 10 contains 51544 members 
Mstep: Class 11 contains 70191 members 
Mstep: Class 12 contains 100559 members 
Mstep: Class 13 contains 859 members 
Mstep: Class 14 contains 74806 members 
Mstep: Class 15 contains 79897 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 67625 members 
Mstep: Class 19 contains 9972 members 
Mstep: Class 20 contains 832 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207354784.000000 Penalty: 65616.828125
Iteration 27Q: 20 clusters Score -2.073548e+08 nChanged 16120
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 74285 members 
Mstep: Class 2 contains 79510 members 
Mstep: Class 3 contains 65033 members 
Mstep: Class 4 contains 82303 members 
Mstep: Class 5 contains 72460 members 
Mstep: Class 6 contains 8648 members 
Mstep: Class 7 contains 78595 members 
Mstep: Class 8 contains 90758 members 
Mstep: Class 9 contains 104558 members 
Mstep: Class 10 contains 51436 members 
Mstep: Class 11 contains 69931 members 
Mstep: Class 12 contains 100349 members 
Mstep: Class 13 contains 826 members 
Mstep: Class 14 contains 74480 members 
Mstep: Class 15 contains 80056 members 
Mstep: Class 16 contains 3571 members 
Mstep: Class 17 contains 67847 members 
Mstep: Class 19 contains 10602 members 
Mstep: Class 20 contains 844 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207354320.000000 Penalty: 65616.828125
Iteration 28Q: 20 clusters Score -2.073543e+08 nChanged 15520
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 73922 members 
Mstep: Class 2 contains 79127 members 
Mstep: Class 3 contains 65041 members 
Mstep: Class 4 contains 81871 members 
Mstep: Class 5 contains 72440 members 
Mstep: Class 6 contains 8627 members 
Mstep: Class 7 contains 78592 members 
Mstep: Class 8 contains 90922 members 
Mstep: Class 9 contains 105467 members 
Mstep: Class 10 contains 51303 members 
Mstep: Class 11 contains 69716 members 
Mstep: Class 12 contains 100161 members 
Mstep: Class 13 contains 817 members 
Mstep: Class 14 contains 74172 members 
Mstep: Class 15 contains 80077 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 68184 members 
Mstep: Class 19 contains 11228 members 
Mstep: Class 20 contains 853 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207355008.000000 Penalty: 65616.828125
Iteration 29Q: 20 clusters Score -2.07355e+08 nChanged 14798
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 73508 members 
Mstep: Class 2 contains 78781 members 
Mstep: Class 3 contains 65071 members 
Mstep: Class 4 contains 81488 members 
Mstep: Class 5 contains 72363 members 
Mstep: Class 6 contains 8590 members 
Mstep: Class 7 contains 78615 members 
Mstep: Class 8 contains 91109 members 
Mstep: Class 9 contains 106511 members 
Mstep: Class 10 contains 51188 members 
Mstep: Class 11 contains 69513 members 
Mstep: Class 12 contains 99869 members 
Mstep: Class 13 contains 808 members 
Mstep: Class 14 contains 73891 members 
Mstep: Class 15 contains 80069 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 68436 members 
Mstep: Class 19 contains 11847 members 
Mstep: Class 20 contains 863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207355680.000000 Penalty: 65616.828125
Iteration 30Q: 20 clusters Score -2.073557e+08 nChanged 14149
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 73093 members 
Mstep: Class 2 contains 78453 members 
Mstep: Class 3 contains 65049 members 
Mstep: Class 4 contains 81160 members 
Mstep: Class 5 contains 72285 members 
Mstep: Class 6 contains 8565 members 
Mstep: Class 7 contains 78641 members 
Mstep: Class 8 contains 91239 members 
Mstep: Class 9 contains 107462 members 
Mstep: Class 10 contains 51125 members 
Mstep: Class 11 contains 69302 members 
Mstep: Class 12 contains 99655 members 
Mstep: Class 13 contains 803 members 
Mstep: Class 14 contains 73641 members 
Mstep: Class 15 contains 80043 members 
Mstep: Class 16 contains 3572 members 
Mstep: Class 17 contains 68653 members 
Mstep: Class 19 contains 12479 members 
Mstep: Class 20 contains 872 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207355424.000000 Penalty: 65616.828125
Iteration 31Q: 20 clusters Score -2.073554e+08 nChanged 14021
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 72721 members 
Mstep: Class 2 contains 78100 members 
Mstep: Class 3 contains 65077 members 
Mstep: Class 4 contains 80793 members 
Mstep: Class 5 contains 72123 members 
Mstep: Class 6 contains 8534 members 
Mstep: Class 7 contains 78645 members 
Mstep: Class 8 contains 91434 members 
Mstep: Class 9 contains 108542 members 
Mstep: Class 10 contains 51051 members 
Mstep: Class 11 contains 69080 members 
Mstep: Class 12 contains 99397 members 
Mstep: Class 13 contains 805 members 
Mstep: Class 14 contains 73363 members 
Mstep: Class 15 contains 80054 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 68818 members 
Mstep: Class 19 contains 13096 members 
Mstep: Class 20 contains 885 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207354272.000000 Penalty: 65616.828125
Iteration 32Q: 20 clusters Score -2.073543e+08 nChanged 14017
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 72383 members 
Mstep: Class 2 contains 77736 members 
Mstep: Class 3 contains 65106 members 
Mstep: Class 4 contains 80529 members 
Mstep: Class 5 contains 71936 members 
Mstep: Class 6 contains 8506 members 
Mstep: Class 7 contains 78609 members 
Mstep: Class 8 contains 91659 members 
Mstep: Class 9 contains 109513 members 
Mstep: Class 10 contains 50978 members 
Mstep: Class 11 contains 68846 members 
Mstep: Class 12 contains 99260 members 
Mstep: Class 13 contains 802 members 
Mstep: Class 14 contains 73059 members 
Mstep: Class 15 contains 79955 members 
Mstep: Class 16 contains 3576 members 
Mstep: Class 17 contains 69032 members 
Mstep: Class 19 contains 13713 members 
Mstep: Class 20 contains 894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207355648.000000 Penalty: 65616.828125
Iteration 33Q: 20 clusters Score -2.073556e+08 nChanged 13863
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 72194 members 
Mstep: Class 2 contains 77367 members 
Mstep: Class 3 contains 65177 members 
Mstep: Class 4 contains 80116 members 
Mstep: Class 5 contains 71803 members 
Mstep: Class 6 contains 8477 members 
Mstep: Class 7 contains 78549 members 
Mstep: Class 8 contains 91770 members 
Mstep: Class 9 contains 110573 members 
Mstep: Class 10 contains 50920 members 
Mstep: Class 11 contains 68583 members 
Mstep: Class 12 contains 99081 members 
Mstep: Class 13 contains 806 members 
Mstep: Class 14 contains 72760 members 
Mstep: Class 15 contains 79874 members 
Mstep: Class 16 contains 3576 members 
Mstep: Class 17 contains 69240 members 
Mstep: Class 19 contains 14315 members 
Mstep: Class 20 contains 911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207356432.000000 Penalty: 65616.828125
Iteration 34Q: 20 clusters Score -2.073564e+08 nChanged 13791
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 71949 members 
Mstep: Class 2 contains 76964 members 
Mstep: Class 3 contains 65113 members 
Mstep: Class 4 contains 79721 members 
Mstep: Class 5 contains 71739 members 
Mstep: Class 6 contains 8460 members 
Mstep: Class 7 contains 78466 members 
Mstep: Class 8 contains 91907 members 
Mstep: Class 9 contains 111747 members 
Mstep: Class 10 contains 50906 members 
Mstep: Class 11 contains 68332 members 
Mstep: Class 12 contains 98800 members 
Mstep: Class 13 contains 810 members 
Mstep: Class 14 contains 72488 members 
Mstep: Class 15 contains 79833 members 
Mstep: Class 16 contains 3576 members 
Mstep: Class 17 contains 69466 members 
Mstep: Class 19 contains 14895 members 
Mstep: Class 20 contains 920 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207356592.000000 Penalty: 65616.828125
Iteration 35Q: 20 clusters Score -2.073566e+08 nChanged 13700
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 71736 members 
Mstep: Class 2 contains 76672 members 
Mstep: Class 3 contains 65020 members 
Mstep: Class 4 contains 79404 members 
Mstep: Class 5 contains 71627 members 
Mstep: Class 6 contains 8437 members 
Mstep: Class 7 contains 78349 members 
Mstep: Class 8 contains 92024 members 
Mstep: Class 9 contains 112845 members 
Mstep: Class 10 contains 50877 members 
Mstep: Class 11 contains 68182 members 
Mstep: Class 12 contains 98635 members 
Mstep: Class 13 contains 810 members 
Mstep: Class 14 contains 72191 members 
Mstep: Class 15 contains 79673 members 
Mstep: Class 16 contains 3576 members 
Mstep: Class 17 contains 69608 members 
Mstep: Class 19 contains 15498 members 
Mstep: Class 20 contains 928 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207356672.000000 Penalty: 65616.828125
Iteration 36Q: 20 clusters Score -2.073567e+08 nChanged 13535
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 71487 members 
Mstep: Class 2 contains 76369 members 
Mstep: Class 3 contains 65025 members 
Mstep: Class 4 contains 79066 members 
Mstep: Class 5 contains 71493 members 
Mstep: Class 6 contains 8401 members 
Mstep: Class 7 contains 78250 members 
Mstep: Class 8 contains 92136 members 
Mstep: Class 9 contains 113786 members 
Mstep: Class 10 contains 50855 members 
Mstep: Class 11 contains 68030 members 
Mstep: Class 12 contains 98608 members 
Mstep: Class 13 contains 811 members 
Mstep: Class 14 contains 71895 members 
Mstep: Class 15 contains 79504 members 
Mstep: Class 16 contains 3576 members 
Mstep: Class 17 contains 69746 members 
Mstep: Class 19 contains 16117 members 
Mstep: Class 20 contains 937 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207356752.000000 Penalty: 65616.828125
Iteration 37Q: 20 clusters Score -2.073568e+08 nChanged 13331
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 71223 members 
Mstep: Class 2 contains 76193 members 
Mstep: Class 3 contains 65002 members 
Mstep: Class 4 contains 78733 members 
Mstep: Class 5 contains 71382 members 
Mstep: Class 6 contains 8355 members 
Mstep: Class 7 contains 78085 members 
Mstep: Class 8 contains 92304 members 
Mstep: Class 9 contains 114670 members 
Mstep: Class 10 contains 50817 members 
Mstep: Class 11 contains 67818 members 
Mstep: Class 12 contains 98459 members 
Mstep: Class 13 contains 811 members 
Mstep: Class 14 contains 71606 members 
Mstep: Class 15 contains 79393 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 69961 members 
Mstep: Class 19 contains 16756 members 
Mstep: Class 20 contains 950 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207356240.000000 Penalty: 65616.828125
Iteration 38Q: 20 clusters Score -2.073562e+08 nChanged 13136
Entering ConstructFrom: 
Score: -207356240.000000 Penalty: 65616.828125
Entering ConstructFrom: 
Trying to split cluster 1 (71017 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71017 members 
Entering Unmasked Estep 
Score: -13205485.000000 Penalty: 2770.327148
	Iteration 0F: 2 clusters Score -1.320548e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35438 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -13182230.000000 Penalty: 5540.654297
	Iteration 0F: 3 clusters Score -1.318223e+07 nChanged 33150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35374 members 
Mstep: Class 2 contains 35643 members 
Entering Unmasked Estep 
Score: -13201634.000000 Penalty: 5540.654297
	Iteration 1F: 3 clusters Score -1.320163e+07 nChanged 3430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35814 members 
Mstep: Class 2 contains 35203 members 
Entering Unmasked Estep 
Score: -13203216.000000 Penalty: 5540.654297
	Iteration 2Q: 3 clusters Score -1.320322e+07 nChanged 4023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36913 members 
Mstep: Class 2 contains 34104 members 
Entering Unmasked Estep 
Score: -13205267.000000 Penalty: 5540.654297
	Iteration 3F: 3 clusters Score -1.320527e+07 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38941 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -13207876.000000 Penalty: 5540.654297
	Iteration 4F: 3 clusters Score -1.320788e+07 nChanged 4952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41847 members 
Mstep: Class 2 contains 29170 members 
Entering Unmasked Estep 
Score: -13210431.000000 Penalty: 5540.654297
	Iteration 5F: 3 clusters Score -1.321043e+07 nChanged 4993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45232 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -13212391.000000 Penalty: 5540.654297
	Iteration 6F: 3 clusters Score -1.321239e+07 nChanged 4489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48489 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -13213764.000000 Penalty: 5540.654297
	Iteration 7F: 3 clusters Score -1.321376e+07 nChanged 3819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51424 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -13213967.000000 Penalty: 5540.654297
	Iteration 8F: 3 clusters Score -1.321397e+07 nChanged 2943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53815 members 
Mstep: Class 2 contains 17202 members 
Entering Unmasked Estep 
Score: -13213548.000000 Penalty: 5540.654297
	Iteration 9Q: 3 clusters Score -1.321355e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55744 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -13213015.000000 Penalty: 5540.654297
	Iteration 10Q: 3 clusters Score -1.321302e+07 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57394 members 
Mstep: Class 2 contains 13623 members 
Entering Unmasked Estep 
Score: -13212455.000000 Penalty: 5540.654297
	Iteration 11Q: 3 clusters Score -1.321246e+07 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58906 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -13212049.000000 Penalty: 5540.654297
	Iteration 12Q: 3 clusters Score -1.321205e+07 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60318 members 
Mstep: Class 2 contains 10699 members 
Entering Unmasked Estep 
Score: -13211683.000000 Penalty: 5540.654297
	Iteration 13Q: 3 clusters Score -1.321168e+07 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61618 members 
Mstep: Class 2 contains 9399 members 
Entering Unmasked Estep 
Score: -13211315.000000 Penalty: 5540.654297
	Iteration 14Q: 3 clusters Score -1.321132e+07 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62796 members 
Mstep: Class 2 contains 8221 members 
Entering Unmasked Estep 
Score: -13210876.000000 Penalty: 5540.654297
	Iteration 15Q: 3 clusters Score -1.321088e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63877 members 
Mstep: Class 2 contains 7140 members 
Entering Unmasked Estep 
Score: -13210708.000000 Penalty: 5540.654297
	Iteration 16Q: 3 clusters Score -1.321071e+07 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64803 members 
Mstep: Class 2 contains 6214 members 
Entering Unmasked Estep 
Score: -13210475.000000 Penalty: 5540.654297
	Iteration 17Q: 3 clusters Score -1.321048e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65626 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -13210329.000000 Penalty: 5540.654297
	Iteration 18Q: 3 clusters Score -1.321033e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66319 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -13210124.000000 Penalty: 5540.654297
	Iteration 19Q: 3 clusters Score -1.321012e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66843 members 
Mstep: Class 2 contains 4174 members 
Entering Unmasked Estep 
Score: -13209999.000000 Penalty: 5540.654297
	Iteration 20F: 3 clusters Score -1.321e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67199 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -13209819.000000 Penalty: 5540.654297
	Iteration 21Q: 3 clusters Score -1.320982e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67464 members 
Mstep: Class 2 contains 3553 members 
Entering Unmasked Estep 
Score: -13209652.000000 Penalty: 5540.654297
	Iteration 22Q: 3 clusters Score -1.320965e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67682 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -13209519.000000 Penalty: 5540.654297
	Iteration 23Q: 3 clusters Score -1.320952e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67829 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -13209455.000000 Penalty: 5540.654297
	Iteration 24Q: 3 clusters Score -1.320946e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67940 members 
Mstep: Class 2 contains 3077 members 
Entering Unmasked Estep 
Score: -13209390.000000 Penalty: 5540.654297
	Iteration 25Q: 3 clusters Score -1.320939e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68027 members 
Mstep: Class 2 contains 2990 members 
Entering Unmasked Estep 
Score: -13209296.000000 Penalty: 5540.654297
	Iteration 26Q: 3 clusters Score -1.32093e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68093 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -13209274.000000 Penalty: 5540.654297
	Iteration 27Q: 3 clusters Score -1.320927e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68144 members 
Mstep: Class 2 contains 2873 members 
Entering Unmasked Estep 
Score: -13209234.000000 Penalty: 5540.654297
	Iteration 28Q: 3 clusters Score -1.320923e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68196 members 
Mstep: Class 2 contains 2821 members 
Entering Unmasked Estep 
Score: -13209178.000000 Penalty: 5540.654297
	Iteration 29Q: 3 clusters Score -1.320918e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68228 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -13209165.000000 Penalty: 5540.654297
	Iteration 30Q: 3 clusters Score -1.320916e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68259 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -13209179.000000 Penalty: 5540.654297
	Iteration 31Q: 3 clusters Score -1.320918e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68287 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -13209162.000000 Penalty: 5540.654297
	Iteration 32Q: 3 clusters Score -1.320916e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68305 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -13209150.000000 Penalty: 5540.654297
	Iteration 33Q: 3 clusters Score -1.320915e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68316 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -13209158.000000 Penalty: 5540.654297
	Iteration 34Q: 3 clusters Score -1.320916e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68333 members 
Mstep: Class 2 contains 2684 members 
Entering Unmasked Estep 
Score: -13209127.000000 Penalty: 5540.654297
	Iteration 35Q: 3 clusters Score -1.320913e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68349 members 
Mstep: Class 2 contains 2668 members 
Entering Unmasked Estep 
Score: -13209120.000000 Penalty: 5540.654297
	Iteration 36Q: 3 clusters Score -1.320912e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68372 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -13209089.000000 Penalty: 5540.654297
	Iteration 37Q: 3 clusters Score -1.320909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68382 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -13209081.000000 Penalty: 5540.654297
	Iteration 38Q: 3 clusters Score -1.320908e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68390 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -13209074.000000 Penalty: 5540.654297
	Iteration 39Q: 3 clusters Score -1.320907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68398 members 
Mstep: Class 2 contains 2619 members 
Entering Unmasked Estep 
Score: -13209074.000000 Penalty: 5540.654297
	Iteration 40F: 3 clusters Score -1.320907e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68404 members 
Mstep: Class 2 contains 2613 members 
Entering Unmasked Estep 
Score: -13209080.000000 Penalty: 5540.654297
	Iteration 41Q: 3 clusters Score -1.320908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68407 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -13209082.000000 Penalty: 5540.654297
	Iteration 42Q: 3 clusters Score -1.320908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68409 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -13209081.000000 Penalty: 5540.654297
	Iteration 43Q: 3 clusters Score -1.320908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68412 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -13209084.000000 Penalty: 5540.654297
	Iteration 44Q: 3 clusters Score -1.320908e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68417 members 
Mstep: Class 2 contains 2600 members 
Entering Unmasked Estep 
Score: -13209070.000000 Penalty: 5540.654297
	Iteration 45Q: 3 clusters Score -1.320907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68421 members 
Mstep: Class 2 contains 2596 members 
Entering Unmasked Estep 
Score: -13209068.000000 Penalty: 5540.654297
	Iteration 46Q: 3 clusters Score -1.320907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -13209061.000000 Penalty: 5540.654297
	Iteration 47Q: 3 clusters Score -1.320906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68425 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -13209055.000000 Penalty: 5540.654297
	Iteration 48Q: 3 clusters Score -1.320906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68424 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -13209056.000000 Penalty: 5540.654297
	Iteration 49Q: 3 clusters Score -1.320906e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -13209060.000000 Penalty: 5540.654297
	Iteration 50Q: 3 clusters Score -1.320906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 2591 members 
Entering Unmasked Estep 
Score: -13209060.000000 Penalty: 5540.654297
	Iteration 51F: 3 clusters Score -1.320906e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 75981 members 
Mstep: Class 3 contains 64965 members 
Mstep: Class 4 contains 78426 members 
Mstep: Class 5 contains 71401 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 77969 members 
Mstep: Class 8 contains 92378 members 
Mstep: Class 9 contains 115455 members 
Mstep: Class 10 contains 50774 members 
Mstep: Class 11 contains 67616 members 
Mstep: Class 12 contains 98212 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Entering Unmasked Estep 
Score: -207360144.000000 Penalty: 69070.343750
Splitting cluster 1 changes total score from -207356240.000000 to -207360144.000000
So it's getting split into cluster 18.
Entering ConstructFrom: 
Trying to split cluster 2 (75981 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75981 members 
Entering Unmasked Estep 
Score: -14341956.000000 Penalty: 2787.083008
	Iteration 0F: 2 clusters Score -1.434196e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38285 members 
Mstep: Class 2 contains 37696 members 
Entering Unmasked Estep 
Score: -14319688.000000 Penalty: 5574.166016
	Iteration 0F: 3 clusters Score -1.431969e+07 nChanged 35798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41329 members 
Mstep: Class 2 contains 34652 members 
Entering Unmasked Estep 
Score: -14340081.000000 Penalty: 5574.166016
	Iteration 1F: 3 clusters Score -1.434008e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42771 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -14340891.000000 Penalty: 5574.166016
	Iteration 2Q: 3 clusters Score -1.434089e+07 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44438 members 
Mstep: Class 2 contains 31543 members 
Entering Unmasked Estep 
Score: -14341914.000000 Penalty: 5574.166016
	Iteration 3Q: 3 clusters Score -1.434191e+07 nChanged 3678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46354 members 
Mstep: Class 2 contains 29627 members 
Entering Unmasked Estep 
Score: -14343330.000000 Penalty: 5574.166016
	Iteration 4Q: 3 clusters Score -1.434333e+07 nChanged 3945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48273 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -14344995.000000 Penalty: 5574.166016
	Iteration 5F: 3 clusters Score -1.4345e+07 nChanged 4238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50055 members 
Mstep: Class 2 contains 25926 members 
Entering Unmasked Estep 
Score: -14346932.000000 Penalty: 5574.166016
	Iteration 6F: 3 clusters Score -1.434693e+07 nChanged 4373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51520 members 
Mstep: Class 2 contains 24461 members 
Entering Unmasked Estep 
Score: -14348763.000000 Penalty: 5574.166016
	Iteration 7F: 3 clusters Score -1.434876e+07 nChanged 4087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52411 members 
Mstep: Class 2 contains 23570 members 
Entering Unmasked Estep 
Score: -14350417.000000 Penalty: 5574.166016
	Iteration 8F: 3 clusters Score -1.435042e+07 nChanged 3488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52687 members 
Mstep: Class 2 contains 23294 members 
Entering Unmasked Estep 
Score: -14351427.000000 Penalty: 5574.166016
	Iteration 9Q: 3 clusters Score -1.435143e+07 nChanged 2946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52531 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -14352235.000000 Penalty: 5574.166016
	Iteration 10Q: 3 clusters Score -1.435224e+07 nChanged 2392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51983 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -14352826.000000 Penalty: 5574.166016
	Iteration 11Q: 3 clusters Score -1.435283e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51066 members 
Mstep: Class 2 contains 24915 members 
Entering Unmasked Estep 
Score: -14353183.000000 Penalty: 5574.166016
	Iteration 12Q: 3 clusters Score -1.435318e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49912 members 
Mstep: Class 2 contains 26069 members 
Entering Unmasked Estep 
Score: -14353633.000000 Penalty: 5574.166016
	Iteration 13Q: 3 clusters Score -1.435363e+07 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48674 members 
Mstep: Class 2 contains 27307 members 
Entering Unmasked Estep 
Score: -14353944.000000 Penalty: 5574.166016
	Iteration 14Q: 3 clusters Score -1.435394e+07 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47277 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -14354357.000000 Penalty: 5574.166016
	Iteration 15Q: 3 clusters Score -1.435436e+07 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45724 members 
Mstep: Class 2 contains 30257 members 
Entering Unmasked Estep 
Score: -14354742.000000 Penalty: 5574.166016
	Iteration 16Q: 3 clusters Score -1.435474e+07 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44085 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -14355135.000000 Penalty: 5574.166016
	Iteration 17Q: 3 clusters Score -1.435514e+07 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42362 members 
Mstep: Class 2 contains 33619 members 
Entering Unmasked Estep 
Score: -14355383.000000 Penalty: 5574.166016
	Iteration 18Q: 3 clusters Score -1.435538e+07 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40654 members 
Mstep: Class 2 contains 35327 members 
Entering Unmasked Estep 
Score: -14355652.000000 Penalty: 5574.166016
	Iteration 19Q: 3 clusters Score -1.435565e+07 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38954 members 
Mstep: Class 2 contains 37027 members 
Entering Unmasked Estep 
Score: -14355775.000000 Penalty: 5574.166016
	Iteration 20F: 3 clusters Score -1.435578e+07 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37008 members 
Mstep: Class 2 contains 38973 members 
Entering Unmasked Estep 
Score: -14355862.000000 Penalty: 5574.166016
	Iteration 21Q: 3 clusters Score -1.435586e+07 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34793 members 
Mstep: Class 2 contains 41188 members 
Entering Unmasked Estep 
Score: -14355968.000000 Penalty: 5574.166016
	Iteration 22Q: 3 clusters Score -1.435597e+07 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32004 members 
Mstep: Class 2 contains 43977 members 
Entering Unmasked Estep 
Score: -14355965.000000 Penalty: 5574.166016
	Iteration 23Q: 3 clusters Score -1.435596e+07 nChanged 3732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28346 members 
Mstep: Class 2 contains 47635 members 
Entering Unmasked Estep 
Score: -14355847.000000 Penalty: 5574.166016
	Iteration 24Q: 3 clusters Score -1.435585e+07 nChanged 4668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23840 members 
Mstep: Class 2 contains 52141 members 
Entering Unmasked Estep 
Score: -14355560.000000 Penalty: 5574.166016
	Iteration 25F: 3 clusters Score -1.435556e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19553 members 
Mstep: Class 2 contains 56428 members 
Entering Unmasked Estep 
Score: -14354451.000000 Penalty: 5574.166016
	Iteration 26F: 3 clusters Score -1.435445e+07 nChanged 4141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16034 members 
Mstep: Class 2 contains 59947 members 
Entering Unmasked Estep 
Score: -14352344.000000 Penalty: 5574.166016
	Iteration 27F: 3 clusters Score -1.435234e+07 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 62368 members 
Entering Unmasked Estep 
Score: -14350702.000000 Penalty: 5574.166016
	Iteration 28Q: 3 clusters Score -1.43507e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 63788 members 
Entering Unmasked Estep 
Score: -14349727.000000 Penalty: 5574.166016
	Iteration 29Q: 3 clusters Score -1.434973e+07 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11359 members 
Mstep: Class 2 contains 64622 members 
Entering Unmasked Estep 
Score: -14349118.000000 Penalty: 5574.166016
	Iteration 30Q: 3 clusters Score -1.434912e+07 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10901 members 
Mstep: Class 2 contains 65080 members 
Entering Unmasked Estep 
Score: -14348815.000000 Penalty: 5574.166016
	Iteration 31Q: 3 clusters Score -1.434882e+07 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10669 members 
Mstep: Class 2 contains 65312 members 
Entering Unmasked Estep 
Score: -14348693.000000 Penalty: 5574.166016
	Iteration 32Q: 3 clusters Score -1.434869e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 65432 members 
Entering Unmasked Estep 
Score: -14348633.000000 Penalty: 5574.166016
	Iteration 33Q: 3 clusters Score -1.434863e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 65450 members 
Entering Unmasked Estep 
Score: -14348737.000000 Penalty: 5574.166016
	Iteration 34Q: 3 clusters Score -1.434874e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10569 members 
Mstep: Class 2 contains 65412 members 
Entering Unmasked Estep 
Score: -14348769.000000 Penalty: 5574.166016
	Iteration 35Q: 3 clusters Score -1.434877e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10624 members 
Mstep: Class 2 contains 65357 members 
Entering Unmasked Estep 
Score: -14348858.000000 Penalty: 5574.166016
	Iteration 36Q: 3 clusters Score -1.434886e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10734 members 
Mstep: Class 2 contains 65247 members 
Entering Unmasked Estep 
Score: -14348990.000000 Penalty: 5574.166016
	Iteration 37Q: 3 clusters Score -1.434899e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10816 members 
Mstep: Class 2 contains 65165 members 
Entering Unmasked Estep 
Score: -14349089.000000 Penalty: 5574.166016
	Iteration 38Q: 3 clusters Score -1.434909e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10908 members 
Mstep: Class 2 contains 65073 members 
Entering Unmasked Estep 
Score: -14349100.000000 Penalty: 5574.166016
	Iteration 39Q: 3 clusters Score -1.43491e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 64957 members 
Entering Unmasked Estep 
Score: -14349287.000000 Penalty: 5574.166016
	Iteration 40F: 3 clusters Score -1.434929e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11168 members 
Mstep: Class 2 contains 64813 members 
Entering Unmasked Estep 
Score: -14349361.000000 Penalty: 5574.166016
	Iteration 41Q: 3 clusters Score -1.434936e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 64670 members 
Entering Unmasked Estep 
Score: -14349412.000000 Penalty: 5574.166016
	Iteration 42Q: 3 clusters Score -1.434941e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 64521 members 
Entering Unmasked Estep 
Score: -14349499.000000 Penalty: 5574.166016
	Iteration 43Q: 3 clusters Score -1.43495e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 64371 members 
Entering Unmasked Estep 
Score: -14349638.000000 Penalty: 5574.166016
	Iteration 44Q: 3 clusters Score -1.434964e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11777 members 
Mstep: Class 2 contains 64204 members 
Entering Unmasked Estep 
Score: -14349772.000000 Penalty: 5574.166016
	Iteration 45Q: 3 clusters Score -1.434977e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11952 members 
Mstep: Class 2 contains 64029 members 
Entering Unmasked Estep 
Score: -14349915.000000 Penalty: 5574.166016
	Iteration 46Q: 3 clusters Score -1.434992e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12135 members 
Mstep: Class 2 contains 63846 members 
Entering Unmasked Estep 
Score: -14350036.000000 Penalty: 5574.166016
	Iteration 47Q: 3 clusters Score -1.435004e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12327 members 
Mstep: Class 2 contains 63654 members 
Entering Unmasked Estep 
Score: -14350216.000000 Penalty: 5574.166016
	Iteration 48Q: 3 clusters Score -1.435022e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12526 members 
Mstep: Class 2 contains 63455 members 
Entering Unmasked Estep 
Score: -14350381.000000 Penalty: 5574.166016
	Iteration 49Q: 3 clusters Score -1.435038e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12747 members 
Mstep: Class 2 contains 63234 members 
Entering Unmasked Estep 
Score: -14350584.000000 Penalty: 5574.166016
	Iteration 50Q: 3 clusters Score -1.435058e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 63034 members 
Entering Unmasked Estep 
Score: -14350771.000000 Penalty: 5574.166016
	Iteration 51Q: 3 clusters Score -1.435077e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13139 members 
Mstep: Class 2 contains 62842 members 
Entering Unmasked Estep 
Score: -14350981.000000 Penalty: 5574.166016
	Iteration 52Q: 3 clusters Score -1.435098e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13324 members 
Mstep: Class 2 contains 62657 members 
Entering Unmasked Estep 
Score: -14351164.000000 Penalty: 5574.166016
	Iteration 53Q: 3 clusters Score -1.435116e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13530 members 
Mstep: Class 2 contains 62451 members 
Entering Unmasked Estep 
Score: -14351285.000000 Penalty: 5574.166016
	Iteration 54Q: 3 clusters Score -1.435128e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 62236 members 
Entering Unmasked Estep 
Score: -14351461.000000 Penalty: 5574.166016
	Iteration 55Q: 3 clusters Score -1.435146e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13959 members 
Mstep: Class 2 contains 62022 members 
Entering Unmasked Estep 
Score: -14351591.000000 Penalty: 5574.166016
	Iteration 56Q: 3 clusters Score -1.435159e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 61814 members 
Entering Unmasked Estep 
Score: -14351747.000000 Penalty: 5574.166016
	Iteration 57Q: 3 clusters Score -1.435175e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 61612 members 
Entering Unmasked Estep 
Score: -14351900.000000 Penalty: 5574.166016
	Iteration 58Q: 3 clusters Score -1.43519e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14561 members 
Mstep: Class 2 contains 61420 members 
Entering Unmasked Estep 
Score: -14352060.000000 Penalty: 5574.166016
	Iteration 59Q: 3 clusters Score -1.435206e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14759 members 
Mstep: Class 2 contains 61222 members 
Entering Unmasked Estep 
Score: -14352147.000000 Penalty: 5574.166016
	Iteration 60F: 3 clusters Score -1.435215e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14955 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -14352314.000000 Penalty: 5574.166016
	Iteration 61Q: 3 clusters Score -1.435231e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15140 members 
Mstep: Class 2 contains 60841 members 
Entering Unmasked Estep 
Score: -14352448.000000 Penalty: 5574.166016
	Iteration 62Q: 3 clusters Score -1.435245e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15322 members 
Mstep: Class 2 contains 60659 members 
Entering Unmasked Estep 
Score: -14352594.000000 Penalty: 5574.166016
	Iteration 63Q: 3 clusters Score -1.435259e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 60456 members 
Entering Unmasked Estep 
Score: -14352742.000000 Penalty: 5574.166016
	Iteration 64Q: 3 clusters Score -1.435274e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15718 members 
Mstep: Class 2 contains 60263 members 
Entering Unmasked Estep 
Score: -14352898.000000 Penalty: 5574.166016
	Iteration 65Q: 3 clusters Score -1.43529e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15940 members 
Mstep: Class 2 contains 60041 members 
Entering Unmasked Estep 
Score: -14353056.000000 Penalty: 5574.166016
	Iteration 66Q: 3 clusters Score -1.435306e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 59815 members 
Entering Unmasked Estep 
Score: -14353241.000000 Penalty: 5574.166016
	Iteration 67Q: 3 clusters Score -1.435324e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 59588 members 
Entering Unmasked Estep 
Score: -14353410.000000 Penalty: 5574.166016
	Iteration 68Q: 3 clusters Score -1.435341e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 59359 members 
Entering Unmasked Estep 
Score: -14353612.000000 Penalty: 5574.166016
	Iteration 69Q: 3 clusters Score -1.435361e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16834 members 
Mstep: Class 2 contains 59147 members 
Entering Unmasked Estep 
Score: -14353757.000000 Penalty: 5574.166016
	Iteration 70Q: 3 clusters Score -1.435376e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 58923 members 
Entering Unmasked Estep 
Score: -14353906.000000 Penalty: 5574.166016
	Iteration 71Q: 3 clusters Score -1.435391e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17315 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -14354090.000000 Penalty: 5574.166016
	Iteration 72Q: 3 clusters Score -1.435409e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17552 members 
Mstep: Class 2 contains 58429 members 
Entering Unmasked Estep 
Score: -14354273.000000 Penalty: 5574.166016
	Iteration 73Q: 3 clusters Score -1.435427e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17743 members 
Mstep: Class 2 contains 58238 members 
Entering Unmasked Estep 
Score: -14354374.000000 Penalty: 5574.166016
	Iteration 74Q: 3 clusters Score -1.435437e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 58028 members 
Entering Unmasked Estep 
Score: -14354522.000000 Penalty: 5574.166016
	Iteration 75Q: 3 clusters Score -1.435452e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18201 members 
Mstep: Class 2 contains 57780 members 
Entering Unmasked Estep 
Score: -14354676.000000 Penalty: 5574.166016
	Iteration 76Q: 3 clusters Score -1.435468e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18444 members 
Mstep: Class 2 contains 57537 members 
Entering Unmasked Estep 
Score: -14354849.000000 Penalty: 5574.166016
	Iteration 77Q: 3 clusters Score -1.435485e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18659 members 
Mstep: Class 2 contains 57322 members 
Entering Unmasked Estep 
Score: -14354964.000000 Penalty: 5574.166016
	Iteration 78Q: 3 clusters Score -1.435496e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 57110 members 
Entering Unmasked Estep 
Score: -14355096.000000 Penalty: 5574.166016
	Iteration 79Q: 3 clusters Score -1.43551e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 56892 members 
Entering Unmasked Estep 
Score: -14355246.000000 Penalty: 5574.166016
	Iteration 80F: 3 clusters Score -1.435525e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 56659 members 
Entering Unmasked Estep 
Score: -14355298.000000 Penalty: 5574.166016
	Iteration 81Q: 3 clusters Score -1.43553e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19576 members 
Mstep: Class 2 contains 56405 members 
Entering Unmasked Estep 
Score: -14355444.000000 Penalty: 5574.166016
	Iteration 82Q: 3 clusters Score -1.435544e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19826 members 
Mstep: Class 2 contains 56155 members 
Entering Unmasked Estep 
Score: -14355602.000000 Penalty: 5574.166016
	Iteration 83Q: 3 clusters Score -1.43556e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20066 members 
Mstep: Class 2 contains 55915 members 
Entering Unmasked Estep 
Score: -14355662.000000 Penalty: 5574.166016
	Iteration 84Q: 3 clusters Score -1.435566e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 55669 members 
Entering Unmasked Estep 
Score: -14355742.000000 Penalty: 5574.166016
	Iteration 85Q: 3 clusters Score -1.435574e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20562 members 
Mstep: Class 2 contains 55419 members 
Entering Unmasked Estep 
Score: -14355931.000000 Penalty: 5574.166016
	Iteration 86Q: 3 clusters Score -1.435593e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20822 members 
Mstep: Class 2 contains 55159 members 
Entering Unmasked Estep 
Score: -14356103.000000 Penalty: 5574.166016
	Iteration 87Q: 3 clusters Score -1.43561e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21080 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -14356263.000000 Penalty: 5574.166016
	Iteration 88Q: 3 clusters Score -1.435626e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 54678 members 
Entering Unmasked Estep 
Score: -14356355.000000 Penalty: 5574.166016
	Iteration 89Q: 3 clusters Score -1.435636e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 54452 members 
Entering Unmasked Estep 
Score: -14356412.000000 Penalty: 5574.166016
	Iteration 90Q: 3 clusters Score -1.435641e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 54248 members 
Entering Unmasked Estep 
Score: -14356459.000000 Penalty: 5574.166016
	Iteration 91Q: 3 clusters Score -1.435646e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 54050 members 
Entering Unmasked Estep 
Score: -14356475.000000 Penalty: 5574.166016
	Iteration 92Q: 3 clusters Score -1.435648e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 53863 members 
Entering Unmasked Estep 
Score: -14356490.000000 Penalty: 5574.166016
	Iteration 93Q: 3 clusters Score -1.435649e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22306 members 
Mstep: Class 2 contains 53675 members 
Entering Unmasked Estep 
Score: -14356581.000000 Penalty: 5574.166016
	Iteration 94Q: 3 clusters Score -1.435658e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22497 members 
Mstep: Class 2 contains 53484 members 
Entering Unmasked Estep 
Score: -14356605.000000 Penalty: 5574.166016
	Iteration 95Q: 3 clusters Score -1.43566e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22672 members 
Mstep: Class 2 contains 53309 members 
Entering Unmasked Estep 
Score: -14356696.000000 Penalty: 5574.166016
	Iteration 96Q: 3 clusters Score -1.43567e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -14356715.000000 Penalty: 5574.166016
	Iteration 97Q: 3 clusters Score -1.435672e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23021 members 
Mstep: Class 2 contains 52960 members 
Entering Unmasked Estep 
Score: -14356806.000000 Penalty: 5574.166016
	Iteration 98Q: 3 clusters Score -1.435681e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 52775 members 
Entering Unmasked Estep 
Score: -14356897.000000 Penalty: 5574.166016
	Iteration 99Q: 3 clusters Score -1.43569e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23397 members 
Mstep: Class 2 contains 52584 members 
Entering Unmasked Estep 
Score: -14356963.000000 Penalty: 5574.166016
	Iteration 100F: 3 clusters Score -1.435696e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23564 members 
Mstep: Class 2 contains 52417 members 
Entering Unmasked Estep 
Score: -14357044.000000 Penalty: 5574.166016
	Iteration 101Q: 3 clusters Score -1.435704e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23731 members 
Mstep: Class 2 contains 52250 members 
Entering Unmasked Estep 
Score: -14357144.000000 Penalty: 5574.166016
	Iteration 102Q: 3 clusters Score -1.435714e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23888 members 
Mstep: Class 2 contains 52093 members 
Entering Unmasked Estep 
Score: -14357225.000000 Penalty: 5574.166016
	Iteration 103Q: 3 clusters Score -1.435722e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 51955 members 
Entering Unmasked Estep 
Score: -14357279.000000 Penalty: 5574.166016
	Iteration 104Q: 3 clusters Score -1.435728e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24171 members 
Mstep: Class 2 contains 51810 members 
Entering Unmasked Estep 
Score: -14357304.000000 Penalty: 5574.166016
	Iteration 105Q: 3 clusters Score -1.43573e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24306 members 
Mstep: Class 2 contains 51675 members 
Entering Unmasked Estep 
Score: -14357345.000000 Penalty: 5574.166016
	Iteration 106Q: 3 clusters Score -1.435734e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24458 members 
Mstep: Class 2 contains 51523 members 
Entering Unmasked Estep 
Score: -14357419.000000 Penalty: 5574.166016
	Iteration 107Q: 3 clusters Score -1.435742e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24615 members 
Mstep: Class 2 contains 51366 members 
Entering Unmasked Estep 
Score: -14357449.000000 Penalty: 5574.166016
	Iteration 108Q: 3 clusters Score -1.435745e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24776 members 
Mstep: Class 2 contains 51205 members 
Entering Unmasked Estep 
Score: -14357475.000000 Penalty: 5574.166016
	Iteration 109Q: 3 clusters Score -1.435748e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24935 members 
Mstep: Class 2 contains 51046 members 
Entering Unmasked Estep 
Score: -14357488.000000 Penalty: 5574.166016
	Iteration 110Q: 3 clusters Score -1.435749e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25076 members 
Mstep: Class 2 contains 50905 members 
Entering Unmasked Estep 
Score: -14357544.000000 Penalty: 5574.166016
	Iteration 111Q: 3 clusters Score -1.435754e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25199 members 
Mstep: Class 2 contains 50782 members 
Entering Unmasked Estep 
Score: -14357588.000000 Penalty: 5574.166016
	Iteration 112Q: 3 clusters Score -1.435759e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 50656 members 
Entering Unmasked Estep 
Score: -14357637.000000 Penalty: 5574.166016
	Iteration 113Q: 3 clusters Score -1.435764e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25450 members 
Mstep: Class 2 contains 50531 members 
Entering Unmasked Estep 
Score: -14357659.000000 Penalty: 5574.166016
	Iteration 114Q: 3 clusters Score -1.435766e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25591 members 
Mstep: Class 2 contains 50390 members 
Entering Unmasked Estep 
Score: -14357705.000000 Penalty: 5574.166016
	Iteration 115Q: 3 clusters Score -1.43577e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25730 members 
Mstep: Class 2 contains 50251 members 
Entering Unmasked Estep 
Score: -14357728.000000 Penalty: 5574.166016
	Iteration 116Q: 3 clusters Score -1.435773e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25859 members 
Mstep: Class 2 contains 50122 members 
Entering Unmasked Estep 
Score: -14357729.000000 Penalty: 5574.166016
	Iteration 117Q: 3 clusters Score -1.435773e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Mstep: Class 2 contains 50006 members 
Entering Unmasked Estep 
Score: -14357755.000000 Penalty: 5574.166016
	Iteration 118Q: 3 clusters Score -1.435776e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -14357823.000000 Penalty: 5574.166016
	Iteration 119Q: 3 clusters Score -1.435782e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -14357834.000000 Penalty: 5574.166016
	Iteration 120F: 3 clusters Score -1.435783e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26238 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -14357831.000000 Penalty: 5574.166016
	Iteration 121Q: 3 clusters Score -1.435783e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 49642 members 
Entering Unmasked Estep 
Score: -14357837.000000 Penalty: 5574.166016
	Iteration 122Q: 3 clusters Score -1.435784e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -14357864.000000 Penalty: 5574.166016
	Iteration 123Q: 3 clusters Score -1.435786e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 49410 members 
Entering Unmasked Estep 
Score: -14357824.000000 Penalty: 5574.166016
	Iteration 124Q: 3 clusters Score -1.435782e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26684 members 
Mstep: Class 2 contains 49297 members 
Entering Unmasked Estep 
Score: -14357815.000000 Penalty: 5574.166016
	Iteration 125Q: 3 clusters Score -1.435782e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26810 members 
Mstep: Class 2 contains 49171 members 
Entering Unmasked Estep 
Score: -14357871.000000 Penalty: 5574.166016
	Iteration 126Q: 3 clusters Score -1.435787e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26916 members 
Mstep: Class 2 contains 49065 members 
Entering Unmasked Estep 
Score: -14357917.000000 Penalty: 5574.166016
	Iteration 127Q: 3 clusters Score -1.435792e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27021 members 
Mstep: Class 2 contains 48960 members 
Entering Unmasked Estep 
Score: -14357862.000000 Penalty: 5574.166016
	Iteration 128Q: 3 clusters Score -1.435786e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 48864 members 
Entering Unmasked Estep 
Score: -14357853.000000 Penalty: 5574.166016
	Iteration 129Q: 3 clusters Score -1.435785e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27227 members 
Mstep: Class 2 contains 48754 members 
Entering Unmasked Estep 
Score: -14357883.000000 Penalty: 5574.166016
	Iteration 130Q: 3 clusters Score -1.435788e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27316 members 
Mstep: Class 2 contains 48665 members 
Entering Unmasked Estep 
Score: -14357874.000000 Penalty: 5574.166016
	Iteration 131Q: 3 clusters Score -1.435787e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 48565 members 
Entering Unmasked Estep 
Score: -14357882.000000 Penalty: 5574.166016
	Iteration 132Q: 3 clusters Score -1.435788e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 48482 members 
Entering Unmasked Estep 
Score: -14357906.000000 Penalty: 5574.166016
	Iteration 133Q: 3 clusters Score -1.435791e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27595 members 
Mstep: Class 2 contains 48386 members 
Entering Unmasked Estep 
Score: -14357911.000000 Penalty: 5574.166016
	Iteration 134Q: 3 clusters Score -1.435791e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27707 members 
Mstep: Class 2 contains 48274 members 
Entering Unmasked Estep 
Score: -14357915.000000 Penalty: 5574.166016
	Iteration 135Q: 3 clusters Score -1.435792e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 48180 members 
Entering Unmasked Estep 
Score: -14357940.000000 Penalty: 5574.166016
	Iteration 136Q: 3 clusters Score -1.435794e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27887 members 
Mstep: Class 2 contains 48094 members 
Entering Unmasked Estep 
Score: -14357923.000000 Penalty: 5574.166016
	Iteration 137Q: 3 clusters Score -1.435792e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27967 members 
Mstep: Class 2 contains 48014 members 
Entering Unmasked Estep 
Score: -14357958.000000 Penalty: 5574.166016
	Iteration 138Q: 3 clusters Score -1.435796e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28054 members 
Mstep: Class 2 contains 47927 members 
Entering Unmasked Estep 
Score: -14357953.000000 Penalty: 5574.166016
	Iteration 139Q: 3 clusters Score -1.435795e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28146 members 
Mstep: Class 2 contains 47835 members 
Entering Unmasked Estep 
Score: -14357944.000000 Penalty: 5574.166016
	Iteration 140F: 3 clusters Score -1.435794e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28241 members 
Mstep: Class 2 contains 47740 members 
Entering Unmasked Estep 
Score: -14357939.000000 Penalty: 5574.166016
	Iteration 141Q: 3 clusters Score -1.435794e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28345 members 
Mstep: Class 2 contains 47636 members 
Entering Unmasked Estep 
Score: -14357955.000000 Penalty: 5574.166016
	Iteration 142Q: 3 clusters Score -1.435796e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28447 members 
Mstep: Class 2 contains 47534 members 
Entering Unmasked Estep 
Score: -14357968.000000 Penalty: 5574.166016
	Iteration 143Q: 3 clusters Score -1.435797e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 47464 members 
Entering Unmasked Estep 
Score: -14357983.000000 Penalty: 5574.166016
	Iteration 144Q: 3 clusters Score -1.435798e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28584 members 
Mstep: Class 2 contains 47397 members 
Entering Unmasked Estep 
Score: -14357986.000000 Penalty: 5574.166016
	Iteration 145Q: 3 clusters Score -1.435799e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28662 members 
Mstep: Class 2 contains 47319 members 
Entering Unmasked Estep 
Score: -14357993.000000 Penalty: 5574.166016
	Iteration 146Q: 3 clusters Score -1.435799e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 47253 members 
Entering Unmasked Estep 
Score: -14357995.000000 Penalty: 5574.166016
	Iteration 147Q: 3 clusters Score -1.4358e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28795 members 
Mstep: Class 2 contains 47186 members 
Entering Unmasked Estep 
Score: -14357998.000000 Penalty: 5574.166016
	Iteration 148Q: 3 clusters Score -1.4358e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28850 members 
Mstep: Class 2 contains 47131 members 
Entering Unmasked Estep 
Score: -14358022.000000 Penalty: 5574.166016
	Iteration 149Q: 3 clusters Score -1.435802e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28896 members 
Mstep: Class 2 contains 47085 members 
Entering Unmasked Estep 
Score: -14358060.000000 Penalty: 5574.166016
	Iteration 150Q: 3 clusters Score -1.435806e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28932 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -14358034.000000 Penalty: 5574.166016
	Iteration 151Q: 3 clusters Score -1.435803e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28984 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -14358008.000000 Penalty: 5574.166016
	Iteration 152Q: 3 clusters Score -1.435801e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29030 members 
Mstep: Class 2 contains 46951 members 
Entering Unmasked Estep 
Score: -14357998.000000 Penalty: 5574.166016
	Iteration 153Q: 3 clusters Score -1.4358e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29106 members 
Mstep: Class 2 contains 46875 members 
Entering Unmasked Estep 
Score: -14357991.000000 Penalty: 5574.166016
	Iteration 154Q: 3 clusters Score -1.435799e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29183 members 
Mstep: Class 2 contains 46798 members 
Entering Unmasked Estep 
Score: -14358036.000000 Penalty: 5574.166016
	Iteration 155Q: 3 clusters Score -1.435804e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29263 members 
Mstep: Class 2 contains 46718 members 
Entering Unmasked Estep 
Score: -14358027.000000 Penalty: 5574.166016
	Iteration 156Q: 3 clusters Score -1.435803e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29348 members 
Mstep: Class 2 contains 46633 members 
Entering Unmasked Estep 
Score: -14358030.000000 Penalty: 5574.166016
	Iteration 157Q: 3 clusters Score -1.435803e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 46517 members 
Entering Unmasked Estep 
Score: -14358043.000000 Penalty: 5574.166016
	Iteration 158Q: 3 clusters Score -1.435804e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 46391 members 
Entering Unmasked Estep 
Score: -14358053.000000 Penalty: 5574.166016
	Iteration 159Q: 3 clusters Score -1.435805e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29691 members 
Mstep: Class 2 contains 46290 members 
Entering Unmasked Estep 
Score: -14358033.000000 Penalty: 5574.166016
	Iteration 160F: 3 clusters Score -1.435803e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29796 members 
Mstep: Class 2 contains 46185 members 
Entering Unmasked Estep 
Score: -14358047.000000 Penalty: 5574.166016
	Iteration 161Q: 3 clusters Score -1.435805e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29880 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -14358075.000000 Penalty: 5574.166016
	Iteration 162Q: 3 clusters Score -1.435808e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 46021 members 
Entering Unmasked Estep 
Score: -14358038.000000 Penalty: 5574.166016
	Iteration 163Q: 3 clusters Score -1.435804e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30061 members 
Mstep: Class 2 contains 45920 members 
Entering Unmasked Estep 
Score: -14358059.000000 Penalty: 5574.166016
	Iteration 164Q: 3 clusters Score -1.435806e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Mstep: Class 2 contains 45843 members 
Entering Unmasked Estep 
Score: -14358046.000000 Penalty: 5574.166016
	Iteration 165Q: 3 clusters Score -1.435805e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30210 members 
Mstep: Class 2 contains 45771 members 
Entering Unmasked Estep 
Score: -14358036.000000 Penalty: 5574.166016
	Iteration 166Q: 3 clusters Score -1.435804e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30268 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -14358062.000000 Penalty: 5574.166016
	Iteration 167Q: 3 clusters Score -1.435806e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30347 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -14358059.000000 Penalty: 5574.166016
	Iteration 168Q: 3 clusters Score -1.435806e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30440 members 
Mstep: Class 2 contains 45541 members 
Entering Unmasked Estep 
Score: -14358121.000000 Penalty: 5574.166016
	Iteration 169Q: 3 clusters Score -1.435812e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30519 members 
Mstep: Class 2 contains 45462 members 
Entering Unmasked Estep 
Score: -14358080.000000 Penalty: 5574.166016
	Iteration 170Q: 3 clusters Score -1.435808e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30626 members 
Mstep: Class 2 contains 45355 members 
Entering Unmasked Estep 
Score: -14358106.000000 Penalty: 5574.166016
	Iteration 171Q: 3 clusters Score -1.435811e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30747 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -14358117.000000 Penalty: 5574.166016
	Iteration 172Q: 3 clusters Score -1.435812e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -14358177.000000 Penalty: 5574.166016
	Iteration 173Q: 3 clusters Score -1.435818e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30955 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -14358169.000000 Penalty: 5574.166016
	Iteration 174Q: 3 clusters Score -1.435817e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 44924 members 
Entering Unmasked Estep 
Score: -14358229.000000 Penalty: 5574.166016
	Iteration 175Q: 3 clusters Score -1.435823e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31192 members 
Mstep: Class 2 contains 44789 members 
Entering Unmasked Estep 
Score: -14358224.000000 Penalty: 5574.166016
	Iteration 176Q: 3 clusters Score -1.435822e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31305 members 
Mstep: Class 2 contains 44676 members 
Entering Unmasked Estep 
Score: -14358243.000000 Penalty: 5574.166016
	Iteration 177Q: 3 clusters Score -1.435824e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31433 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -14358281.000000 Penalty: 5574.166016
	Iteration 178Q: 3 clusters Score -1.435828e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -14358247.000000 Penalty: 5574.166016
	Iteration 179Q: 3 clusters Score -1.435825e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 44300 members 
Entering Unmasked Estep 
Score: -14358239.000000 Penalty: 5574.166016
	Iteration 180F: 3 clusters Score -1.435824e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 44134 members 
Entering Unmasked Estep 
Score: -14358261.000000 Penalty: 5574.166016
	Iteration 181Q: 3 clusters Score -1.435826e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31999 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -14358304.000000 Penalty: 5574.166016
	Iteration 182Q: 3 clusters Score -1.43583e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32131 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -14358346.000000 Penalty: 5574.166016
	Iteration 183Q: 3 clusters Score -1.435835e+07 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32250 members 
Mstep: Class 2 contains 43731 members 
Entering Unmasked Estep 
Score: -14358403.000000 Penalty: 5574.166016
	Iteration 184Q: 3 clusters Score -1.43584e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32357 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -14358391.000000 Penalty: 5574.166016
	Iteration 185Q: 3 clusters Score -1.435839e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32444 members 
Mstep: Class 2 contains 43537 members 
Entering Unmasked Estep 
Score: -14358358.000000 Penalty: 5574.166016
	Iteration 186Q: 3 clusters Score -1.435836e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 43464 members 
Entering Unmasked Estep 
Score: -14358349.000000 Penalty: 5574.166016
	Iteration 187Q: 3 clusters Score -1.435835e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32595 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -14358382.000000 Penalty: 5574.166016
	Iteration 188Q: 3 clusters Score -1.435838e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 43287 members 
Entering Unmasked Estep 
Score: -14358395.000000 Penalty: 5574.166016
	Iteration 189Q: 3 clusters Score -1.43584e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 43190 members 
Entering Unmasked Estep 
Score: -14358380.000000 Penalty: 5574.166016
	Iteration 190Q: 3 clusters Score -1.435838e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32905 members 
Mstep: Class 2 contains 43076 members 
Entering Unmasked Estep 
Score: -14358370.000000 Penalty: 5574.166016
	Iteration 191Q: 3 clusters Score -1.435837e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 42974 members 
Entering Unmasked Estep 
Score: -14358419.000000 Penalty: 5574.166016
	Iteration 192Q: 3 clusters Score -1.435842e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 42902 members 
Entering Unmasked Estep 
Score: -14358472.000000 Penalty: 5574.166016
	Iteration 193Q: 3 clusters Score -1.435847e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33143 members 
Mstep: Class 2 contains 42838 members 
Entering Unmasked Estep 
Score: -14358495.000000 Penalty: 5574.166016
	Iteration 194Q: 3 clusters Score -1.43585e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33202 members 
Mstep: Class 2 contains 42779 members 
Entering Unmasked Estep 
Score: -14358489.000000 Penalty: 5574.166016
	Iteration 195Q: 3 clusters Score -1.435849e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33285 members 
Mstep: Class 2 contains 42696 members 
Entering Unmasked Estep 
Score: -14358522.000000 Penalty: 5574.166016
	Iteration 196Q: 3 clusters Score -1.435852e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33357 members 
Mstep: Class 2 contains 42624 members 
Entering Unmasked Estep 
Score: -14358581.000000 Penalty: 5574.166016
	Iteration 197Q: 3 clusters Score -1.435858e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33419 members 
Mstep: Class 2 contains 42562 members 
Entering Unmasked Estep 
Score: -14358607.000000 Penalty: 5574.166016
	Iteration 198Q: 3 clusters Score -1.435861e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33475 members 
Mstep: Class 2 contains 42506 members 
Entering Unmasked Estep 
Score: -14358631.000000 Penalty: 5574.166016
	Iteration 199Q: 3 clusters Score -1.435863e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33506 members 
Mstep: Class 2 contains 42475 members 
Entering Unmasked Estep 
Score: -14358651.000000 Penalty: 5574.166016
	Iteration 200F: 3 clusters Score -1.435865e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33544 members 
Mstep: Class 2 contains 42437 members 
Entering Unmasked Estep 
Score: -14358712.000000 Penalty: 5574.166016
	Iteration 201Q: 3 clusters Score -1.435871e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 42392 members 
Entering Unmasked Estep 
Score: -14358691.000000 Penalty: 5574.166016
	Iteration 202Q: 3 clusters Score -1.435869e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33665 members 
Mstep: Class 2 contains 42316 members 
Entering Unmasked Estep 
Score: -14358714.000000 Penalty: 5574.166016
	Iteration 203Q: 3 clusters Score -1.435871e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 42258 members 
Entering Unmasked Estep 
Score: -14358774.000000 Penalty: 5574.166016
	Iteration 204Q: 3 clusters Score -1.435877e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33766 members 
Mstep: Class 2 contains 42215 members 
Entering Unmasked Estep 
Score: -14358818.000000 Penalty: 5574.166016
	Iteration 205Q: 3 clusters Score -1.435882e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33803 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -14358813.000000 Penalty: 5574.166016
	Iteration 206Q: 3 clusters Score -1.435881e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33820 members 
Mstep: Class 2 contains 42161 members 
Entering Unmasked Estep 
Score: -14358783.000000 Penalty: 5574.166016
	Iteration 207Q: 3 clusters Score -1.435878e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33824 members 
Mstep: Class 2 contains 42157 members 
Entering Unmasked Estep 
Score: -14358821.000000 Penalty: 5574.166016
	Iteration 208Q: 3 clusters Score -1.435882e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33819 members 
Mstep: Class 2 contains 42162 members 
Entering Unmasked Estep 
Score: -14358826.000000 Penalty: 5574.166016
	Iteration 209Q: 3 clusters Score -1.435883e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33823 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -14358832.000000 Penalty: 5574.166016
	Iteration 210Q: 3 clusters Score -1.435883e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33825 members 
Mstep: Class 2 contains 42156 members 
Entering Unmasked Estep 
Score: -14358838.000000 Penalty: 5574.166016
	Iteration 211Q: 3 clusters Score -1.435884e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33833 members 
Mstep: Class 2 contains 42148 members 
Entering Unmasked Estep 
Score: -14358824.000000 Penalty: 5574.166016
	Iteration 212Q: 3 clusters Score -1.435882e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 42130 members 
Entering Unmasked Estep 
Score: -14358849.000000 Penalty: 5574.166016
	Iteration 213Q: 3 clusters Score -1.435885e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33867 members 
Mstep: Class 2 contains 42114 members 
Entering Unmasked Estep 
Score: -14358858.000000 Penalty: 5574.166016
	Iteration 214Q: 3 clusters Score -1.435886e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33891 members 
Mstep: Class 2 contains 42090 members 
Entering Unmasked Estep 
Score: -14358887.000000 Penalty: 5574.166016
	Iteration 215Q: 3 clusters Score -1.435889e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33921 members 
Mstep: Class 2 contains 42060 members 
Entering Unmasked Estep 
Score: -14358908.000000 Penalty: 5574.166016
	Iteration 216Q: 3 clusters Score -1.435891e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33944 members 
Mstep: Class 2 contains 42037 members 
Entering Unmasked Estep 
Score: -14358906.000000 Penalty: 5574.166016
	Iteration 217Q: 3 clusters Score -1.435891e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33970 members 
Mstep: Class 2 contains 42011 members 
Entering Unmasked Estep 
Score: -14358897.000000 Penalty: 5574.166016
	Iteration 218Q: 3 clusters Score -1.43589e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34001 members 
Mstep: Class 2 contains 41980 members 
Entering Unmasked Estep 
Score: -14358909.000000 Penalty: 5574.166016
	Iteration 219Q: 3 clusters Score -1.435891e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34031 members 
Mstep: Class 2 contains 41950 members 
Entering Unmasked Estep 
Score: -14358927.000000 Penalty: 5574.166016
	Iteration 220F: 3 clusters Score -1.435893e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 41916 members 
Entering Unmasked Estep 
Score: -14358923.000000 Penalty: 5574.166016
	Iteration 221Q: 3 clusters Score -1.435892e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34110 members 
Mstep: Class 2 contains 41871 members 
Entering Unmasked Estep 
Score: -14358928.000000 Penalty: 5574.166016
	Iteration 222Q: 3 clusters Score -1.435893e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34142 members 
Mstep: Class 2 contains 41839 members 
Entering Unmasked Estep 
Score: -14358945.000000 Penalty: 5574.166016
	Iteration 223Q: 3 clusters Score -1.435894e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34169 members 
Mstep: Class 2 contains 41812 members 
Entering Unmasked Estep 
Score: -14358954.000000 Penalty: 5574.166016
	Iteration 224Q: 3 clusters Score -1.435895e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34174 members 
Mstep: Class 2 contains 41807 members 
Entering Unmasked Estep 
Score: -14358947.000000 Penalty: 5574.166016
	Iteration 225Q: 3 clusters Score -1.435895e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34187 members 
Mstep: Class 2 contains 41794 members 
Entering Unmasked Estep 
Score: -14358983.000000 Penalty: 5574.166016
	Iteration 226Q: 3 clusters Score -1.435898e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -14358991.000000 Penalty: 5574.166016
	Iteration 227Q: 3 clusters Score -1.435899e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34214 members 
Mstep: Class 2 contains 41767 members 
Entering Unmasked Estep 
Score: -14359001.000000 Penalty: 5574.166016
	Iteration 228Q: 3 clusters Score -1.4359e+07 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34209 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -14358997.000000 Penalty: 5574.166016
	Iteration 229Q: 3 clusters Score -1.4359e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -14358988.000000 Penalty: 5574.166016
	Iteration 230Q: 3 clusters Score -1.435899e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34204 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -14358987.000000 Penalty: 5574.166016
	Iteration 231Q: 3 clusters Score -1.435899e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34196 members 
Mstep: Class 2 contains 41785 members 
Entering Unmasked Estep 
Score: -14359001.000000 Penalty: 5574.166016
	Iteration 232Q: 3 clusters Score -1.4359e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34194 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -14358999.000000 Penalty: 5574.166016
	Iteration 233Q: 3 clusters Score -1.4359e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34190 members 
Mstep: Class 2 contains 41791 members 
Entering Unmasked Estep 
Score: -14359004.000000 Penalty: 5574.166016
	Iteration 234Q: 3 clusters Score -1.4359e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -14359011.000000 Penalty: 5574.166016
	Iteration 235Q: 3 clusters Score -1.435901e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34188 members 
Mstep: Class 2 contains 41793 members 
Entering Unmasked Estep 
Score: -14359012.000000 Penalty: 5574.166016
	Iteration 236Q: 3 clusters Score -1.435901e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34186 members 
Mstep: Class 2 contains 41795 members 
Entering Unmasked Estep 
Score: -14359015.000000 Penalty: 5574.166016
	Iteration 237Q: 3 clusters Score -1.435902e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34189 members 
Mstep: Class 2 contains 41792 members 
Entering Unmasked Estep 
Score: -14359036.000000 Penalty: 5574.166016
	Iteration 238Q: 3 clusters Score -1.435904e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34191 members 
Mstep: Class 2 contains 41790 members 
Entering Unmasked Estep 
Score: -14359017.000000 Penalty: 5574.166016
	Iteration 239Q: 3 clusters Score -1.435902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Mstep: Class 2 contains 41774 members 
Entering Unmasked Estep 
Score: -14359019.000000 Penalty: 5574.166016
	Iteration 240F: 3 clusters Score -1.435902e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34227 members 
Mstep: Class 2 contains 41754 members 
Entering Unmasked Estep 
Score: -14359023.000000 Penalty: 5574.166016
	Iteration 241Q: 3 clusters Score -1.435902e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34247 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -14359032.000000 Penalty: 5574.166016
	Iteration 242Q: 3 clusters Score -1.435903e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34264 members 
Mstep: Class 2 contains 41717 members 
Entering Unmasked Estep 
Score: -14359046.000000 Penalty: 5574.166016
	Iteration 243Q: 3 clusters Score -1.435905e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34276 members 
Mstep: Class 2 contains 41705 members 
Entering Unmasked Estep 
Score: -14359070.000000 Penalty: 5574.166016
	Iteration 244Q: 3 clusters Score -1.435907e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34277 members 
Mstep: Class 2 contains 41704 members 
Entering Unmasked Estep 
Score: -14359067.000000 Penalty: 5574.166016
	Iteration 245Q: 3 clusters Score -1.435907e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34293 members 
Mstep: Class 2 contains 41688 members 
Entering Unmasked Estep 
Score: -14359095.000000 Penalty: 5574.166016
	Iteration 246Q: 3 clusters Score -1.43591e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34299 members 
Mstep: Class 2 contains 41682 members 
Entering Unmasked Estep 
Score: -14359109.000000 Penalty: 5574.166016
	Iteration 247Q: 3 clusters Score -1.435911e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34309 members 
Mstep: Class 2 contains 41672 members 
Entering Unmasked Estep 
Score: -14359115.000000 Penalty: 5574.166016
	Iteration 248Q: 3 clusters Score -1.435912e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34312 members 
Mstep: Class 2 contains 41669 members 
Entering Unmasked Estep 
Score: -14359100.000000 Penalty: 5574.166016
	Iteration 249Q: 3 clusters Score -1.43591e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -14359104.000000 Penalty: 5574.166016
	Iteration 250Q: 3 clusters Score -1.43591e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34323 members 
Mstep: Class 2 contains 41658 members 
Entering Unmasked Estep 
Score: -14359111.000000 Penalty: 5574.166016
	Iteration 251Q: 3 clusters Score -1.435911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34329 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -14359109.000000 Penalty: 5574.166016
	Iteration 252Q: 3 clusters Score -1.435911e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 41653 members 
Entering Unmasked Estep 
Score: -14359116.000000 Penalty: 5574.166016
	Iteration 253Q: 3 clusters Score -1.435912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34330 members 
Mstep: Class 2 contains 41651 members 
Entering Unmasked Estep 
Score: -14359113.000000 Penalty: 5574.166016
	Iteration 254Q: 3 clusters Score -1.435911e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -14359108.000000 Penalty: 5574.166016
	Iteration 255Q: 3 clusters Score -1.435911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 41650 members 
Entering Unmasked Estep 
Score: -14359114.000000 Penalty: 5574.166016
	Iteration 256Q: 3 clusters Score -1.435911e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34333 members 
Mstep: Class 2 contains 41648 members 
Entering Unmasked Estep 
Score: -14359120.000000 Penalty: 5574.166016
	Iteration 257Q: 3 clusters Score -1.435912e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34338 members 
Mstep: Class 2 contains 41643 members 
Entering Unmasked Estep 
Score: -14359128.000000 Penalty: 5574.166016
	Iteration 258Q: 3 clusters Score -1.435913e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34340 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -14359119.000000 Penalty: 5574.166016
	Iteration 259Q: 3 clusters Score -1.435912e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34332 members 
Mstep: Class 2 contains 41649 members 
Entering Unmasked Estep 
Score: -14359108.000000 Penalty: 5574.166016
	Iteration 260F: 3 clusters Score -1.435911e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34321 members 
Mstep: Class 2 contains 41660 members 
Entering Unmasked Estep 
Score: -14359132.000000 Penalty: 5574.166016
	Iteration 261Q: 3 clusters Score -1.435913e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34315 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -14359129.000000 Penalty: 5574.166016
	Iteration 262Q: 3 clusters Score -1.435913e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 41671 members 
Entering Unmasked Estep 
Score: -14359121.000000 Penalty: 5574.166016
	Iteration 263Q: 3 clusters Score -1.435912e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -14359131.000000 Penalty: 5574.166016
	Iteration 264Q: 3 clusters Score -1.435913e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -14359128.000000 Penalty: 5574.166016
	Iteration 265Q: 3 clusters Score -1.435913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34306 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -14359128.000000 Penalty: 5574.166016
	Iteration 266F: 3 clusters Score -1.435913e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 64965 members 
Mstep: Class 4 contains 78426 members 
Mstep: Class 5 contains 71401 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 77969 members 
Mstep: Class 8 contains 92378 members 
Mstep: Class 9 contains 115455 members 
Mstep: Class 10 contains 50774 members 
Mstep: Class 11 contains 67616 members 
Mstep: Class 12 contains 98212 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Entering Unmasked Estep 
Score: -207378208.000000 Penalty: 72523.859375
Splitting cluster 2 changes total score from -207356240.000000 to -207378208.000000
So it's getting split into cluster 21.
Entering ConstructFrom: 
Trying to split cluster 3 (64965 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64965 members 
Entering Unmasked Estep 
Score: -12414230.000000 Penalty: 2748.237793
	Iteration 0F: 2 clusters Score -1.241423e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 32301 members 
Entering Unmasked Estep 
Score: -12402415.000000 Penalty: 5496.475586
	Iteration 0F: 3 clusters Score -1.240242e+07 nChanged 30266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34030 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -12419189.000000 Penalty: 5496.475586
	Iteration 1F: 3 clusters Score -1.241919e+07 nChanged 3651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34155 members 
Mstep: Class 2 contains 30810 members 
Entering Unmasked Estep 
Score: -12420207.000000 Penalty: 5496.475586
	Iteration 2F: 3 clusters Score -1.242021e+07 nChanged 3626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33741 members 
Mstep: Class 2 contains 31224 members 
Entering Unmasked Estep 
Score: -12421494.000000 Penalty: 5496.475586
	Iteration 3F: 3 clusters Score -1.242149e+07 nChanged 3688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -12423005.000000 Penalty: 5496.475586
	Iteration 4F: 3 clusters Score -1.2423e+07 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 34324 members 
Entering Unmasked Estep 
Score: -12424876.000000 Penalty: 5496.475586
	Iteration 5F: 3 clusters Score -1.242488e+07 nChanged 4123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28050 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -12426711.000000 Penalty: 5496.475586
	Iteration 6F: 3 clusters Score -1.242671e+07 nChanged 4235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25321 members 
Mstep: Class 2 contains 39644 members 
Entering Unmasked Estep 
Score: -12428071.000000 Penalty: 5496.475586
	Iteration 7F: 3 clusters Score -1.242807e+07 nChanged 3864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 41998 members 
Entering Unmasked Estep 
Score: -12428949.000000 Penalty: 5496.475586
	Iteration 8F: 3 clusters Score -1.242895e+07 nChanged 3258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 43606 members 
Entering Unmasked Estep 
Score: -12429259.000000 Penalty: 5496.475586
	Iteration 9F: 3 clusters Score -1.242926e+07 nChanged 2626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -12429448.000000 Penalty: 5496.475586
	Iteration 10Q: 3 clusters Score -1.242945e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20232 members 
Mstep: Class 2 contains 44733 members 
Entering Unmasked Estep 
Score: -12429453.000000 Penalty: 5496.475586
	Iteration 11Q: 3 clusters Score -1.242945e+07 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -12429396.000000 Penalty: 5496.475586
	Iteration 12Q: 3 clusters Score -1.24294e+07 nChanged 1256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -12429415.000000 Penalty: 5496.475586
	Iteration 13Q: 3 clusters Score -1.242942e+07 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -12429457.000000 Penalty: 5496.475586
	Iteration 14Q: 3 clusters Score -1.242946e+07 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21710 members 
Mstep: Class 2 contains 43255 members 
Entering Unmasked Estep 
Score: -12429493.000000 Penalty: 5496.475586
	Iteration 15Q: 3 clusters Score -1.242949e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22435 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -12429669.000000 Penalty: 5496.475586
	Iteration 16Q: 3 clusters Score -1.242967e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23208 members 
Mstep: Class 2 contains 41757 members 
Entering Unmasked Estep 
Score: -12429921.000000 Penalty: 5496.475586
	Iteration 17Q: 3 clusters Score -1.242992e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 40909 members 
Entering Unmasked Estep 
Score: -12430153.000000 Penalty: 5496.475586
	Iteration 18Q: 3 clusters Score -1.243015e+07 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -12430360.000000 Penalty: 5496.475586
	Iteration 19Q: 3 clusters Score -1.243036e+07 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25678 members 
Mstep: Class 2 contains 39287 members 
Entering Unmasked Estep 
Score: -12430552.000000 Penalty: 5496.475586
	Iteration 20F: 3 clusters Score -1.243055e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 38391 members 
Entering Unmasked Estep 
Score: -12430761.000000 Penalty: 5496.475586
	Iteration 21Q: 3 clusters Score -1.243076e+07 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 37357 members 
Entering Unmasked Estep 
Score: -12431017.000000 Penalty: 5496.475586
	Iteration 22Q: 3 clusters Score -1.243102e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 36349 members 
Entering Unmasked Estep 
Score: -12431143.000000 Penalty: 5496.475586
	Iteration 23Q: 3 clusters Score -1.243114e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29642 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -12431390.000000 Penalty: 5496.475586
	Iteration 24Q: 3 clusters Score -1.243139e+07 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30622 members 
Mstep: Class 2 contains 34343 members 
Entering Unmasked Estep 
Score: -12431604.000000 Penalty: 5496.475586
	Iteration 25Q: 3 clusters Score -1.24316e+07 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31521 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -12431699.000000 Penalty: 5496.475586
	Iteration 26Q: 3 clusters Score -1.24317e+07 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32296 members 
Mstep: Class 2 contains 32669 members 
Entering Unmasked Estep 
Score: -12431827.000000 Penalty: 5496.475586
	Iteration 27Q: 3 clusters Score -1.243183e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32865 members 
Mstep: Class 2 contains 32100 members 
Entering Unmasked Estep 
Score: -12431990.000000 Penalty: 5496.475586
	Iteration 28Q: 3 clusters Score -1.243199e+07 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33250 members 
Mstep: Class 2 contains 31715 members 
Entering Unmasked Estep 
Score: -12432078.000000 Penalty: 5496.475586
	Iteration 29Q: 3 clusters Score -1.243208e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 31525 members 
Entering Unmasked Estep 
Score: -12432183.000000 Penalty: 5496.475586
	Iteration 30Q: 3 clusters Score -1.243218e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33472 members 
Mstep: Class 2 contains 31493 members 
Entering Unmasked Estep 
Score: -12432275.000000 Penalty: 5496.475586
	Iteration 31Q: 3 clusters Score -1.243228e+07 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33410 members 
Mstep: Class 2 contains 31555 members 
Entering Unmasked Estep 
Score: -12432378.000000 Penalty: 5496.475586
	Iteration 32Q: 3 clusters Score -1.243238e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33279 members 
Mstep: Class 2 contains 31686 members 
Entering Unmasked Estep 
Score: -12432479.000000 Penalty: 5496.475586
	Iteration 33Q: 3 clusters Score -1.243248e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33081 members 
Mstep: Class 2 contains 31884 members 
Entering Unmasked Estep 
Score: -12432488.000000 Penalty: 5496.475586
	Iteration 34Q: 3 clusters Score -1.243249e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32867 members 
Mstep: Class 2 contains 32098 members 
Entering Unmasked Estep 
Score: -12432571.000000 Penalty: 5496.475586
	Iteration 35Q: 3 clusters Score -1.243257e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32682 members 
Mstep: Class 2 contains 32283 members 
Entering Unmasked Estep 
Score: -12432599.000000 Penalty: 5496.475586
	Iteration 36Q: 3 clusters Score -1.24326e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32464 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -12432660.000000 Penalty: 5496.475586
	Iteration 37Q: 3 clusters Score -1.243266e+07 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32284 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -12432713.000000 Penalty: 5496.475586
	Iteration 38Q: 3 clusters Score -1.243271e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -12432826.000000 Penalty: 5496.475586
	Iteration 39Q: 3 clusters Score -1.243283e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31895 members 
Mstep: Class 2 contains 33070 members 
Entering Unmasked Estep 
Score: -12432835.000000 Penalty: 5496.475586
	Iteration 40F: 3 clusters Score -1.243284e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31764 members 
Mstep: Class 2 contains 33201 members 
Entering Unmasked Estep 
Score: -12432889.000000 Penalty: 5496.475586
	Iteration 41Q: 3 clusters Score -1.243289e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31649 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -12432920.000000 Penalty: 5496.475586
	Iteration 42Q: 3 clusters Score -1.243292e+07 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 33367 members 
Entering Unmasked Estep 
Score: -12432948.000000 Penalty: 5496.475586
	Iteration 43Q: 3 clusters Score -1.243295e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 33402 members 
Entering Unmasked Estep 
Score: -12432945.000000 Penalty: 5496.475586
	Iteration 44Q: 3 clusters Score -1.243294e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31504 members 
Mstep: Class 2 contains 33461 members 
Entering Unmasked Estep 
Score: -12432944.000000 Penalty: 5496.475586
	Iteration 45Q: 3 clusters Score -1.243294e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 33515 members 
Entering Unmasked Estep 
Score: -12432898.000000 Penalty: 5496.475586
	Iteration 46Q: 3 clusters Score -1.24329e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31406 members 
Mstep: Class 2 contains 33559 members 
Entering Unmasked Estep 
Score: -12432902.000000 Penalty: 5496.475586
	Iteration 47Q: 3 clusters Score -1.24329e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31385 members 
Mstep: Class 2 contains 33580 members 
Entering Unmasked Estep 
Score: -12432958.000000 Penalty: 5496.475586
	Iteration 48Q: 3 clusters Score -1.243296e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31357 members 
Mstep: Class 2 contains 33608 members 
Entering Unmasked Estep 
Score: -12433044.000000 Penalty: 5496.475586
	Iteration 49Q: 3 clusters Score -1.243304e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31369 members 
Mstep: Class 2 contains 33596 members 
Entering Unmasked Estep 
Score: -12433084.000000 Penalty: 5496.475586
	Iteration 50Q: 3 clusters Score -1.243308e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31414 members 
Mstep: Class 2 contains 33551 members 
Entering Unmasked Estep 
Score: -12433124.000000 Penalty: 5496.475586
	Iteration 51Q: 3 clusters Score -1.243312e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31456 members 
Mstep: Class 2 contains 33509 members 
Entering Unmasked Estep 
Score: -12433228.000000 Penalty: 5496.475586
	Iteration 52Q: 3 clusters Score -1.243323e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Mstep: Class 2 contains 33506 members 
Entering Unmasked Estep 
Score: -12433272.000000 Penalty: 5496.475586
	Iteration 53Q: 3 clusters Score -1.243327e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31422 members 
Mstep: Class 2 contains 33543 members 
Entering Unmasked Estep 
Score: -12433306.000000 Penalty: 5496.475586
	Iteration 54Q: 3 clusters Score -1.243331e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -12433343.000000 Penalty: 5496.475586
	Iteration 55Q: 3 clusters Score -1.243334e+07 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 33573 members 
Entering Unmasked Estep 
Score: -12433345.000000 Penalty: 5496.475586
	Iteration 56Q: 3 clusters Score -1.243334e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31396 members 
Mstep: Class 2 contains 33569 members 
Entering Unmasked Estep 
Score: -12433351.000000 Penalty: 5496.475586
	Iteration 57Q: 3 clusters Score -1.243335e+07 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 33558 members 
Entering Unmasked Estep 
Score: -12433375.000000 Penalty: 5496.475586
	Iteration 58Q: 3 clusters Score -1.243338e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31417 members 
Mstep: Class 2 contains 33548 members 
Entering Unmasked Estep 
Score: -12433429.000000 Penalty: 5496.475586
	Iteration 59Q: 3 clusters Score -1.243343e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 33522 members 
Entering Unmasked Estep 
Score: -12433436.000000 Penalty: 5496.475586
	Iteration 60F: 3 clusters Score -1.243344e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31451 members 
Mstep: Class 2 contains 33514 members 
Entering Unmasked Estep 
Score: -12433466.000000 Penalty: 5496.475586
	Iteration 61Q: 3 clusters Score -1.243347e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31429 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -12433492.000000 Penalty: 5496.475586
	Iteration 62Q: 3 clusters Score -1.243349e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31453 members 
Mstep: Class 2 contains 33512 members 
Entering Unmasked Estep 
Score: -12433517.000000 Penalty: 5496.475586
	Iteration 63Q: 3 clusters Score -1.243352e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31463 members 
Mstep: Class 2 contains 33502 members 
Entering Unmasked Estep 
Score: -12433562.000000 Penalty: 5496.475586
	Iteration 64Q: 3 clusters Score -1.243356e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31467 members 
Mstep: Class 2 contains 33498 members 
Entering Unmasked Estep 
Score: -12433556.000000 Penalty: 5496.475586
	Iteration 65Q: 3 clusters Score -1.243356e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31435 members 
Mstep: Class 2 contains 33530 members 
Entering Unmasked Estep 
Score: -12433597.000000 Penalty: 5496.475586
	Iteration 66Q: 3 clusters Score -1.24336e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 33544 members 
Entering Unmasked Estep 
Score: -12433605.000000 Penalty: 5496.475586
	Iteration 67Q: 3 clusters Score -1.24336e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31394 members 
Mstep: Class 2 contains 33571 members 
Entering Unmasked Estep 
Score: -12433565.000000 Penalty: 5496.475586
	Iteration 68Q: 3 clusters Score -1.243356e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31376 members 
Mstep: Class 2 contains 33589 members 
Entering Unmasked Estep 
Score: -12433620.000000 Penalty: 5496.475586
	Iteration 69Q: 3 clusters Score -1.243362e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31372 members 
Mstep: Class 2 contains 33593 members 
Entering Unmasked Estep 
Score: -12433621.000000 Penalty: 5496.475586
	Iteration 70Q: 3 clusters Score -1.243362e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31354 members 
Mstep: Class 2 contains 33611 members 
Entering Unmasked Estep 
Score: -12433646.000000 Penalty: 5496.475586
	Iteration 71Q: 3 clusters Score -1.243365e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31334 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -12433641.000000 Penalty: 5496.475586
	Iteration 72Q: 3 clusters Score -1.243364e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 33658 members 
Entering Unmasked Estep 
Score: -12433639.000000 Penalty: 5496.475586
	Iteration 73Q: 3 clusters Score -1.243364e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31297 members 
Mstep: Class 2 contains 33668 members 
Entering Unmasked Estep 
Score: -12433651.000000 Penalty: 5496.475586
	Iteration 74Q: 3 clusters Score -1.243365e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -12433652.000000 Penalty: 5496.475586
	Iteration 75Q: 3 clusters Score -1.243365e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 33683 members 
Entering Unmasked Estep 
Score: -12433663.000000 Penalty: 5496.475586
	Iteration 76Q: 3 clusters Score -1.243366e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -12433644.000000 Penalty: 5496.475586
	Iteration 77Q: 3 clusters Score -1.243364e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -12433642.000000 Penalty: 5496.475586
	Iteration 78Q: 3 clusters Score -1.243364e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -12433653.000000 Penalty: 5496.475586
	Iteration 79Q: 3 clusters Score -1.243365e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31263 members 
Mstep: Class 2 contains 33702 members 
Entering Unmasked Estep 
Score: -12433689.000000 Penalty: 5496.475586
	Iteration 80F: 3 clusters Score -1.243369e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -12433683.000000 Penalty: 5496.475586
	Iteration 81Q: 3 clusters Score -1.243368e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31330 members 
Mstep: Class 2 contains 33635 members 
Entering Unmasked Estep 
Score: -12433720.000000 Penalty: 5496.475586
	Iteration 82Q: 3 clusters Score -1.243372e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31371 members 
Mstep: Class 2 contains 33594 members 
Entering Unmasked Estep 
Score: -12433679.000000 Penalty: 5496.475586
	Iteration 83Q: 3 clusters Score -1.243368e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 33560 members 
Entering Unmasked Estep 
Score: -12433671.000000 Penalty: 5496.475586
	Iteration 84Q: 3 clusters Score -1.243367e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 33533 members 
Entering Unmasked Estep 
Score: -12433656.000000 Penalty: 5496.475586
	Iteration 85Q: 3 clusters Score -1.243366e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31458 members 
Mstep: Class 2 contains 33507 members 
Entering Unmasked Estep 
Score: -12433688.000000 Penalty: 5496.475586
	Iteration 86Q: 3 clusters Score -1.243369e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31493 members 
Mstep: Class 2 contains 33472 members 
Entering Unmasked Estep 
Score: -12433660.000000 Penalty: 5496.475586
	Iteration 87Q: 3 clusters Score -1.243366e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31513 members 
Mstep: Class 2 contains 33452 members 
Entering Unmasked Estep 
Score: -12433673.000000 Penalty: 5496.475586
	Iteration 88Q: 3 clusters Score -1.243367e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31527 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -12433645.000000 Penalty: 5496.475586
	Iteration 89Q: 3 clusters Score -1.243364e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31548 members 
Mstep: Class 2 contains 33417 members 
Entering Unmasked Estep 
Score: -12433667.000000 Penalty: 5496.475586
	Iteration 90Q: 3 clusters Score -1.243367e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31580 members 
Mstep: Class 2 contains 33385 members 
Entering Unmasked Estep 
Score: -12433663.000000 Penalty: 5496.475586
	Iteration 91Q: 3 clusters Score -1.243366e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 33378 members 
Entering Unmasked Estep 
Score: -12433699.000000 Penalty: 5496.475586
	Iteration 92Q: 3 clusters Score -1.24337e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31593 members 
Mstep: Class 2 contains 33372 members 
Entering Unmasked Estep 
Score: -12433734.000000 Penalty: 5496.475586
	Iteration 93Q: 3 clusters Score -1.243373e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31602 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -12433770.000000 Penalty: 5496.475586
	Iteration 94Q: 3 clusters Score -1.243377e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 33349 members 
Entering Unmasked Estep 
Score: -12433758.000000 Penalty: 5496.475586
	Iteration 95Q: 3 clusters Score -1.243376e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -12433762.000000 Penalty: 5496.475586
	Iteration 96Q: 3 clusters Score -1.243376e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31656 members 
Mstep: Class 2 contains 33309 members 
Entering Unmasked Estep 
Score: -12433758.000000 Penalty: 5496.475586
	Iteration 97Q: 3 clusters Score -1.243376e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31677 members 
Mstep: Class 2 contains 33288 members 
Entering Unmasked Estep 
Score: -12433754.000000 Penalty: 5496.475586
	Iteration 98Q: 3 clusters Score -1.243375e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -12433760.000000 Penalty: 5496.475586
	Iteration 99Q: 3 clusters Score -1.243376e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31685 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -12433793.000000 Penalty: 5496.475586
	Iteration 100F: 3 clusters Score -1.243379e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31689 members 
Mstep: Class 2 contains 33276 members 
Entering Unmasked Estep 
Score: -12433788.000000 Penalty: 5496.475586
	Iteration 101Q: 3 clusters Score -1.243379e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31692 members 
Mstep: Class 2 contains 33273 members 
Entering Unmasked Estep 
Score: -12433790.000000 Penalty: 5496.475586
	Iteration 102Q: 3 clusters Score -1.243379e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -12433774.000000 Penalty: 5496.475586
	Iteration 103Q: 3 clusters Score -1.243377e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -12433781.000000 Penalty: 5496.475586
	Iteration 104Q: 3 clusters Score -1.243378e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31698 members 
Mstep: Class 2 contains 33267 members 
Entering Unmasked Estep 
Score: -12433790.000000 Penalty: 5496.475586
	Iteration 105Q: 3 clusters Score -1.243379e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31700 members 
Mstep: Class 2 contains 33265 members 
Entering Unmasked Estep 
Score: -12433823.000000 Penalty: 5496.475586
	Iteration 106Q: 3 clusters Score -1.243382e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31713 members 
Mstep: Class 2 contains 33252 members 
Entering Unmasked Estep 
Score: -12433837.000000 Penalty: 5496.475586
	Iteration 107Q: 3 clusters Score -1.243384e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31740 members 
Mstep: Class 2 contains 33225 members 
Entering Unmasked Estep 
Score: -12433839.000000 Penalty: 5496.475586
	Iteration 108Q: 3 clusters Score -1.243384e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31765 members 
Mstep: Class 2 contains 33200 members 
Entering Unmasked Estep 
Score: -12433824.000000 Penalty: 5496.475586
	Iteration 109Q: 3 clusters Score -1.243382e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31774 members 
Mstep: Class 2 contains 33191 members 
Entering Unmasked Estep 
Score: -12433821.000000 Penalty: 5496.475586
	Iteration 110Q: 3 clusters Score -1.243382e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31780 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -12433840.000000 Penalty: 5496.475586
	Iteration 111Q: 3 clusters Score -1.243384e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31785 members 
Mstep: Class 2 contains 33180 members 
Entering Unmasked Estep 
Score: -12433824.000000 Penalty: 5496.475586
	Iteration 112Q: 3 clusters Score -1.243382e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31795 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -12433816.000000 Penalty: 5496.475586
	Iteration 113Q: 3 clusters Score -1.243382e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31816 members 
Mstep: Class 2 contains 33149 members 
Entering Unmasked Estep 
Score: -12433836.000000 Penalty: 5496.475586
	Iteration 114Q: 3 clusters Score -1.243384e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31827 members 
Mstep: Class 2 contains 33138 members 
Entering Unmasked Estep 
Score: -12433836.000000 Penalty: 5496.475586
	Iteration 115Q: 3 clusters Score -1.243384e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -12433832.000000 Penalty: 5496.475586
	Iteration 116Q: 3 clusters Score -1.243383e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -12433820.000000 Penalty: 5496.475586
	Iteration 117Q: 3 clusters Score -1.243382e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31877 members 
Mstep: Class 2 contains 33088 members 
Entering Unmasked Estep 
Score: -12433801.000000 Penalty: 5496.475586
	Iteration 118Q: 3 clusters Score -1.24338e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31881 members 
Mstep: Class 2 contains 33084 members 
Entering Unmasked Estep 
Score: -12433802.000000 Penalty: 5496.475586
	Iteration 119Q: 3 clusters Score -1.24338e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31882 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -12433804.000000 Penalty: 5496.475586
	Iteration 120F: 3 clusters Score -1.24338e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 33073 members 
Entering Unmasked Estep 
Score: -12433799.000000 Penalty: 5496.475586
	Iteration 121Q: 3 clusters Score -1.24338e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31910 members 
Mstep: Class 2 contains 33055 members 
Entering Unmasked Estep 
Score: -12433825.000000 Penalty: 5496.475586
	Iteration 122Q: 3 clusters Score -1.243382e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 33045 members 
Entering Unmasked Estep 
Score: -12433803.000000 Penalty: 5496.475586
	Iteration 123Q: 3 clusters Score -1.24338e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31928 members 
Mstep: Class 2 contains 33037 members 
Entering Unmasked Estep 
Score: -12433809.000000 Penalty: 5496.475586
	Iteration 124Q: 3 clusters Score -1.243381e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -12433801.000000 Penalty: 5496.475586
	Iteration 125Q: 3 clusters Score -1.24338e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 33022 members 
Entering Unmasked Estep 
Score: -12433799.000000 Penalty: 5496.475586
	Iteration 126Q: 3 clusters Score -1.24338e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31952 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -12433801.000000 Penalty: 5496.475586
	Iteration 127Q: 3 clusters Score -1.24338e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 32985 members 
Entering Unmasked Estep 
Score: -12433832.000000 Penalty: 5496.475586
	Iteration 128Q: 3 clusters Score -1.243383e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31987 members 
Mstep: Class 2 contains 32978 members 
Entering Unmasked Estep 
Score: -12433850.000000 Penalty: 5496.475586
	Iteration 129Q: 3 clusters Score -1.243385e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31989 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -12433851.000000 Penalty: 5496.475586
	Iteration 130Q: 3 clusters Score -1.243385e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31991 members 
Mstep: Class 2 contains 32974 members 
Entering Unmasked Estep 
Score: -12433875.000000 Penalty: 5496.475586
	Iteration 131Q: 3 clusters Score -1.243388e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31990 members 
Mstep: Class 2 contains 32975 members 
Entering Unmasked Estep 
Score: -12433877.000000 Penalty: 5496.475586
	Iteration 132Q: 3 clusters Score -1.243388e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32006 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -12433884.000000 Penalty: 5496.475586
	Iteration 133Q: 3 clusters Score -1.243388e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32036 members 
Mstep: Class 2 contains 32929 members 
Entering Unmasked Estep 
Score: -12433907.000000 Penalty: 5496.475586
	Iteration 134Q: 3 clusters Score -1.243391e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32055 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -12433905.000000 Penalty: 5496.475586
	Iteration 135Q: 3 clusters Score -1.24339e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32060 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -12433926.000000 Penalty: 5496.475586
	Iteration 136Q: 3 clusters Score -1.243393e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32073 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -12433924.000000 Penalty: 5496.475586
	Iteration 137Q: 3 clusters Score -1.243392e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32085 members 
Mstep: Class 2 contains 32880 members 
Entering Unmasked Estep 
Score: -12433930.000000 Penalty: 5496.475586
	Iteration 138Q: 3 clusters Score -1.243393e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 32876 members 
Entering Unmasked Estep 
Score: -12433942.000000 Penalty: 5496.475586
	Iteration 139Q: 3 clusters Score -1.243394e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32097 members 
Mstep: Class 2 contains 32868 members 
Entering Unmasked Estep 
Score: -12433943.000000 Penalty: 5496.475586
	Iteration 140F: 3 clusters Score -1.243394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32104 members 
Mstep: Class 2 contains 32861 members 
Entering Unmasked Estep 
Score: -12433930.000000 Penalty: 5496.475586
	Iteration 141Q: 3 clusters Score -1.243393e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 32849 members 
Entering Unmasked Estep 
Score: -12433942.000000 Penalty: 5496.475586
	Iteration 142Q: 3 clusters Score -1.243394e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32132 members 
Mstep: Class 2 contains 32833 members 
Entering Unmasked Estep 
Score: -12433948.000000 Penalty: 5496.475586
	Iteration 143Q: 3 clusters Score -1.243395e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32137 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -12433951.000000 Penalty: 5496.475586
	Iteration 144Q: 3 clusters Score -1.243395e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32147 members 
Mstep: Class 2 contains 32818 members 
Entering Unmasked Estep 
Score: -12433967.000000 Penalty: 5496.475586
	Iteration 145Q: 3 clusters Score -1.243397e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32163 members 
Mstep: Class 2 contains 32802 members 
Entering Unmasked Estep 
Score: -12433952.000000 Penalty: 5496.475586
	Iteration 146Q: 3 clusters Score -1.243395e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 32784 members 
Entering Unmasked Estep 
Score: -12433951.000000 Penalty: 5496.475586
	Iteration 147Q: 3 clusters Score -1.243395e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32201 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -12433946.000000 Penalty: 5496.475586
	Iteration 148Q: 3 clusters Score -1.243395e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32218 members 
Mstep: Class 2 contains 32747 members 
Entering Unmasked Estep 
Score: -12433947.000000 Penalty: 5496.475586
	Iteration 149Q: 3 clusters Score -1.243395e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32234 members 
Mstep: Class 2 contains 32731 members 
Entering Unmasked Estep 
Score: -12433935.000000 Penalty: 5496.475586
	Iteration 150Q: 3 clusters Score -1.243394e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32247 members 
Mstep: Class 2 contains 32718 members 
Entering Unmasked Estep 
Score: -12433933.000000 Penalty: 5496.475586
	Iteration 151Q: 3 clusters Score -1.243393e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32257 members 
Mstep: Class 2 contains 32708 members 
Entering Unmasked Estep 
Score: -12433947.000000 Penalty: 5496.475586
	Iteration 152Q: 3 clusters Score -1.243395e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32264 members 
Mstep: Class 2 contains 32701 members 
Entering Unmasked Estep 
Score: -12433948.000000 Penalty: 5496.475586
	Iteration 153Q: 3 clusters Score -1.243395e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32275 members 
Mstep: Class 2 contains 32690 members 
Entering Unmasked Estep 
Score: -12433948.000000 Penalty: 5496.475586
	Iteration 154Q: 3 clusters Score -1.243395e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32285 members 
Mstep: Class 2 contains 32680 members 
Entering Unmasked Estep 
Score: -12433960.000000 Penalty: 5496.475586
	Iteration 155Q: 3 clusters Score -1.243396e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32294 members 
Mstep: Class 2 contains 32671 members 
Entering Unmasked Estep 
Score: -12433953.000000 Penalty: 5496.475586
	Iteration 156Q: 3 clusters Score -1.243395e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32313 members 
Mstep: Class 2 contains 32652 members 
Entering Unmasked Estep 
Score: -12433945.000000 Penalty: 5496.475586
	Iteration 157Q: 3 clusters Score -1.243394e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -12433948.000000 Penalty: 5496.475586
	Iteration 158Q: 3 clusters Score -1.243395e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -12433968.000000 Penalty: 5496.475586
	Iteration 159Q: 3 clusters Score -1.243397e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32342 members 
Mstep: Class 2 contains 32623 members 
Entering Unmasked Estep 
Score: -12433954.000000 Penalty: 5496.475586
	Iteration 160F: 3 clusters Score -1.243395e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32341 members 
Mstep: Class 2 contains 32624 members 
Entering Unmasked Estep 
Score: -12433979.000000 Penalty: 5496.475586
	Iteration 161Q: 3 clusters Score -1.243398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32330 members 
Mstep: Class 2 contains 32635 members 
Entering Unmasked Estep 
Score: -12433975.000000 Penalty: 5496.475586
	Iteration 162Q: 3 clusters Score -1.243398e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32327 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -12433970.000000 Penalty: 5496.475586
	Iteration 163Q: 3 clusters Score -1.243397e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32323 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -12433957.000000 Penalty: 5496.475586
	Iteration 164Q: 3 clusters Score -1.243396e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32318 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -12433962.000000 Penalty: 5496.475586
	Iteration 165Q: 3 clusters Score -1.243396e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -12433963.000000 Penalty: 5496.475586
	Iteration 166Q: 3 clusters Score -1.243396e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 32650 members 
Entering Unmasked Estep 
Score: -12433983.000000 Penalty: 5496.475586
	Iteration 167Q: 3 clusters Score -1.243398e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32312 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -12433983.000000 Penalty: 5496.475586
	Iteration 168Q: 3 clusters Score -1.243398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32320 members 
Mstep: Class 2 contains 32645 members 
Entering Unmasked Estep 
Score: -12433978.000000 Penalty: 5496.475586
	Iteration 169Q: 3 clusters Score -1.243398e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32326 members 
Mstep: Class 2 contains 32639 members 
Entering Unmasked Estep 
Score: -12433975.000000 Penalty: 5496.475586
	Iteration 170Q: 3 clusters Score -1.243398e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32336 members 
Mstep: Class 2 contains 32629 members 
Entering Unmasked Estep 
Score: -12433973.000000 Penalty: 5496.475586
	Iteration 171Q: 3 clusters Score -1.243397e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32346 members 
Mstep: Class 2 contains 32619 members 
Entering Unmasked Estep 
Score: -12433978.000000 Penalty: 5496.475586
	Iteration 172Q: 3 clusters Score -1.243398e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32348 members 
Mstep: Class 2 contains 32617 members 
Entering Unmasked Estep 
Score: -12433946.000000 Penalty: 5496.475586
	Iteration 173Q: 3 clusters Score -1.243395e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32355 members 
Mstep: Class 2 contains 32610 members 
Entering Unmasked Estep 
Score: -12433925.000000 Penalty: 5496.475586
	Iteration 174Q: 3 clusters Score -1.243392e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32364 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -12433949.000000 Penalty: 5496.475586
	Iteration 175Q: 3 clusters Score -1.243395e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32368 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -12433933.000000 Penalty: 5496.475586
	Iteration 176Q: 3 clusters Score -1.243393e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32381 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -12433921.000000 Penalty: 5496.475586
	Iteration 177Q: 3 clusters Score -1.243392e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32392 members 
Mstep: Class 2 contains 32573 members 
Entering Unmasked Estep 
Score: -12433929.000000 Penalty: 5496.475586
	Iteration 178Q: 3 clusters Score -1.243393e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32390 members 
Mstep: Class 2 contains 32575 members 
Entering Unmasked Estep 
Score: -12433938.000000 Penalty: 5496.475586
	Iteration 179Q: 3 clusters Score -1.243394e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32394 members 
Mstep: Class 2 contains 32571 members 
Entering Unmasked Estep 
Score: -12433936.000000 Penalty: 5496.475586
	Iteration 180F: 3 clusters Score -1.243394e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -12433930.000000 Penalty: 5496.475586
	Iteration 181Q: 3 clusters Score -1.243393e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -12433931.000000 Penalty: 5496.475586
	Iteration 182Q: 3 clusters Score -1.243393e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -12433938.000000 Penalty: 5496.475586
	Iteration 183Q: 3 clusters Score -1.243394e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 32567 members 
Entering Unmasked Estep 
Score: -12433918.000000 Penalty: 5496.475586
	Iteration 184Q: 3 clusters Score -1.243392e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32399 members 
Mstep: Class 2 contains 32566 members 
Entering Unmasked Estep 
Score: -12433930.000000 Penalty: 5496.475586
	Iteration 185Q: 3 clusters Score -1.243393e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -12433922.000000 Penalty: 5496.475586
	Iteration 186Q: 3 clusters Score -1.243392e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -12433926.000000 Penalty: 5496.475586
	Iteration 187Q: 3 clusters Score -1.243393e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -12433924.000000 Penalty: 5496.475586
	Iteration 188Q: 3 clusters Score -1.243392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32405 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -12433924.000000 Penalty: 5496.475586
	Iteration 189F: 3 clusters Score -1.243392e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 78426 members 
Mstep: Class 5 contains 71401 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 77969 members 
Mstep: Class 8 contains 92378 members 
Mstep: Class 9 contains 115455 members 
Mstep: Class 10 contains 50774 members 
Mstep: Class 11 contains 67616 members 
Mstep: Class 12 contains 98212 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Entering Unmasked Estep 
Score: -207390976.000000 Penalty: 75977.375000
Splitting cluster 3 changes total score from -207356240.000000 to -207390976.000000
So it's getting split into cluster 22.
Entering ConstructFrom: 
Trying to split cluster 4 (78426 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78426 members 
Entering Unmasked Estep 
Score: -15053649.000000 Penalty: 2794.937988
	Iteration 0F: 2 clusters Score -1.505365e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39211 members 
Mstep: Class 2 contains 39215 members 
Entering Unmasked Estep 
Score: -15055571.000000 Penalty: 5589.875977
	Iteration 0F: 3 clusters Score -1.505557e+07 nChanged 37123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 40252 members 
Entering Unmasked Estep 
Score: -15076445.000000 Penalty: 5589.875977
	Iteration 1F: 3 clusters Score -1.507644e+07 nChanged 3734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37164 members 
Mstep: Class 2 contains 41262 members 
Entering Unmasked Estep 
Score: -15077004.000000 Penalty: 5589.875977
	Iteration 2Q: 3 clusters Score -1.5077e+07 nChanged 3853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36291 members 
Mstep: Class 2 contains 42135 members 
Entering Unmasked Estep 
Score: -15077622.000000 Penalty: 5589.875977
	Iteration 3Q: 3 clusters Score -1.507762e+07 nChanged 4171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35900 members 
Mstep: Class 2 contains 42526 members 
Entering Unmasked Estep 
Score: -15078854.000000 Penalty: 5589.875977
	Iteration 4F: 3 clusters Score -1.507885e+07 nChanged 4687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35977 members 
Mstep: Class 2 contains 42449 members 
Entering Unmasked Estep 
Score: -15080954.000000 Penalty: 5589.875977
	Iteration 5F: 3 clusters Score -1.508095e+07 nChanged 5434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36413 members 
Mstep: Class 2 contains 42013 members 
Entering Unmasked Estep 
Score: -15084821.000000 Penalty: 5589.875977
	Iteration 6F: 3 clusters Score -1.508482e+07 nChanged 5989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36796 members 
Mstep: Class 2 contains 41630 members 
Entering Unmasked Estep 
Score: -15089026.000000 Penalty: 5589.875977
	Iteration 7F: 3 clusters Score -1.508903e+07 nChanged 4800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36892 members 
Mstep: Class 2 contains 41534 members 
Entering Unmasked Estep 
Score: -15090703.000000 Penalty: 5589.875977
	Iteration 8F: 3 clusters Score -1.50907e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -15091087.000000 Penalty: 5589.875977
	Iteration 9Q: 3 clusters Score -1.509109e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36601 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -15091161.000000 Penalty: 5589.875977
	Iteration 10Q: 3 clusters Score -1.509116e+07 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36365 members 
Mstep: Class 2 contains 42061 members 
Entering Unmasked Estep 
Score: -15091215.000000 Penalty: 5589.875977
	Iteration 11Q: 3 clusters Score -1.509122e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 42216 members 
Entering Unmasked Estep 
Score: -15091370.000000 Penalty: 5589.875977
	Iteration 12Q: 3 clusters Score -1.509137e+07 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36035 members 
Mstep: Class 2 contains 42391 members 
Entering Unmasked Estep 
Score: -15091378.000000 Penalty: 5589.875977
	Iteration 13Q: 3 clusters Score -1.509138e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35841 members 
Mstep: Class 2 contains 42585 members 
Entering Unmasked Estep 
Score: -15091483.000000 Penalty: 5589.875977
	Iteration 14Q: 3 clusters Score -1.509148e+07 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 42830 members 
Entering Unmasked Estep 
Score: -15091447.000000 Penalty: 5589.875977
	Iteration 15Q: 3 clusters Score -1.509145e+07 nChanged 874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35406 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -15091567.000000 Penalty: 5589.875977
	Iteration 16Q: 3 clusters Score -1.509157e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35197 members 
Mstep: Class 2 contains 43229 members 
Entering Unmasked Estep 
Score: -15091589.000000 Penalty: 5589.875977
	Iteration 17Q: 3 clusters Score -1.509159e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34964 members 
Mstep: Class 2 contains 43462 members 
Entering Unmasked Estep 
Score: -15091729.000000 Penalty: 5589.875977
	Iteration 18Q: 3 clusters Score -1.509173e+07 nChanged 915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 43735 members 
Entering Unmasked Estep 
Score: -15091778.000000 Penalty: 5589.875977
	Iteration 19Q: 3 clusters Score -1.509178e+07 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34427 members 
Mstep: Class 2 contains 43999 members 
Entering Unmasked Estep 
Score: -15091867.000000 Penalty: 5589.875977
	Iteration 20F: 3 clusters Score -1.509187e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34178 members 
Mstep: Class 2 contains 44248 members 
Entering Unmasked Estep 
Score: -15091979.000000 Penalty: 5589.875977
	Iteration 21Q: 3 clusters Score -1.509198e+07 nChanged 897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33919 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -15092120.000000 Penalty: 5589.875977
	Iteration 22Q: 3 clusters Score -1.509212e+07 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33647 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -15092169.000000 Penalty: 5589.875977
	Iteration 23Q: 3 clusters Score -1.509217e+07 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33379 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -15092388.000000 Penalty: 5589.875977
	Iteration 24Q: 3 clusters Score -1.509239e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33097 members 
Mstep: Class 2 contains 45329 members 
Entering Unmasked Estep 
Score: -15092457.000000 Penalty: 5589.875977
	Iteration 25Q: 3 clusters Score -1.509246e+07 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32792 members 
Mstep: Class 2 contains 45634 members 
Entering Unmasked Estep 
Score: -15092523.000000 Penalty: 5589.875977
	Iteration 26Q: 3 clusters Score -1.509252e+07 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32473 members 
Mstep: Class 2 contains 45953 members 
Entering Unmasked Estep 
Score: -15092622.000000 Penalty: 5589.875977
	Iteration 27Q: 3 clusters Score -1.509262e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32196 members 
Mstep: Class 2 contains 46230 members 
Entering Unmasked Estep 
Score: -15092617.000000 Penalty: 5589.875977
	Iteration 28Q: 3 clusters Score -1.509262e+07 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31866 members 
Mstep: Class 2 contains 46560 members 
Entering Unmasked Estep 
Score: -15092609.000000 Penalty: 5589.875977
	Iteration 29Q: 3 clusters Score -1.509261e+07 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 46909 members 
Entering Unmasked Estep 
Score: -15092717.000000 Penalty: 5589.875977
	Iteration 30Q: 3 clusters Score -1.509272e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31207 members 
Mstep: Class 2 contains 47219 members 
Entering Unmasked Estep 
Score: -15092726.000000 Penalty: 5589.875977
	Iteration 31Q: 3 clusters Score -1.509273e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 47467 members 
Entering Unmasked Estep 
Score: -15092708.000000 Penalty: 5589.875977
	Iteration 32Q: 3 clusters Score -1.509271e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30746 members 
Mstep: Class 2 contains 47680 members 
Entering Unmasked Estep 
Score: -15092709.000000 Penalty: 5589.875977
	Iteration 33Q: 3 clusters Score -1.509271e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 47887 members 
Entering Unmasked Estep 
Score: -15092682.000000 Penalty: 5589.875977
	Iteration 34Q: 3 clusters Score -1.509268e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30295 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -15092634.000000 Penalty: 5589.875977
	Iteration 35Q: 3 clusters Score -1.509263e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 48357 members 
Entering Unmasked Estep 
Score: -15092518.000000 Penalty: 5589.875977
	Iteration 36Q: 3 clusters Score -1.509252e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -15092435.000000 Penalty: 5589.875977
	Iteration 37Q: 3 clusters Score -1.509244e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29622 members 
Mstep: Class 2 contains 48804 members 
Entering Unmasked Estep 
Score: -15092384.000000 Penalty: 5589.875977
	Iteration 38Q: 3 clusters Score -1.509238e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29480 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -15092328.000000 Penalty: 5589.875977
	Iteration 39Q: 3 clusters Score -1.509233e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29373 members 
Mstep: Class 2 contains 49053 members 
Entering Unmasked Estep 
Score: -15092264.000000 Penalty: 5589.875977
	Iteration 40F: 3 clusters Score -1.509226e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29284 members 
Mstep: Class 2 contains 49142 members 
Entering Unmasked Estep 
Score: -15092200.000000 Penalty: 5589.875977
	Iteration 41Q: 3 clusters Score -1.50922e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 49234 members 
Entering Unmasked Estep 
Score: -15092143.000000 Penalty: 5589.875977
	Iteration 42Q: 3 clusters Score -1.509214e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29135 members 
Mstep: Class 2 contains 49291 members 
Entering Unmasked Estep 
Score: -15092118.000000 Penalty: 5589.875977
	Iteration 43Q: 3 clusters Score -1.509212e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 49328 members 
Entering Unmasked Estep 
Score: -15092104.000000 Penalty: 5589.875977
	Iteration 44Q: 3 clusters Score -1.50921e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29063 members 
Mstep: Class 2 contains 49363 members 
Entering Unmasked Estep 
Score: -15092076.000000 Penalty: 5589.875977
	Iteration 45Q: 3 clusters Score -1.509208e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29015 members 
Mstep: Class 2 contains 49411 members 
Entering Unmasked Estep 
Score: -15092045.000000 Penalty: 5589.875977
	Iteration 46Q: 3 clusters Score -1.509204e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28959 members 
Mstep: Class 2 contains 49467 members 
Entering Unmasked Estep 
Score: -15092009.000000 Penalty: 5589.875977
	Iteration 47Q: 3 clusters Score -1.509201e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28900 members 
Mstep: Class 2 contains 49526 members 
Entering Unmasked Estep 
Score: -15091974.000000 Penalty: 5589.875977
	Iteration 48Q: 3 clusters Score -1.509197e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28856 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -15091969.000000 Penalty: 5589.875977
	Iteration 49Q: 3 clusters Score -1.509197e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 49591 members 
Entering Unmasked Estep 
Score: -15091963.000000 Penalty: 5589.875977
	Iteration 50Q: 3 clusters Score -1.509196e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28812 members 
Mstep: Class 2 contains 49614 members 
Entering Unmasked Estep 
Score: -15091953.000000 Penalty: 5589.875977
	Iteration 51Q: 3 clusters Score -1.509195e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 49645 members 
Entering Unmasked Estep 
Score: -15091909.000000 Penalty: 5589.875977
	Iteration 52Q: 3 clusters Score -1.509191e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28751 members 
Mstep: Class 2 contains 49675 members 
Entering Unmasked Estep 
Score: -15091872.000000 Penalty: 5589.875977
	Iteration 53Q: 3 clusters Score -1.509187e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28727 members 
Mstep: Class 2 contains 49699 members 
Entering Unmasked Estep 
Score: -15091879.000000 Penalty: 5589.875977
	Iteration 54Q: 3 clusters Score -1.509188e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28714 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -15091901.000000 Penalty: 5589.875977
	Iteration 55Q: 3 clusters Score -1.50919e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28701 members 
Mstep: Class 2 contains 49725 members 
Entering Unmasked Estep 
Score: -15091889.000000 Penalty: 5589.875977
	Iteration 56Q: 3 clusters Score -1.509189e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 49738 members 
Entering Unmasked Estep 
Score: -15091899.000000 Penalty: 5589.875977
	Iteration 57Q: 3 clusters Score -1.50919e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 49753 members 
Entering Unmasked Estep 
Score: -15091901.000000 Penalty: 5589.875977
	Iteration 58Q: 3 clusters Score -1.50919e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28666 members 
Mstep: Class 2 contains 49760 members 
Entering Unmasked Estep 
Score: -15091899.000000 Penalty: 5589.875977
	Iteration 59Q: 3 clusters Score -1.50919e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28664 members 
Mstep: Class 2 contains 49762 members 
Entering Unmasked Estep 
Score: -15091890.000000 Penalty: 5589.875977
	Iteration 60F: 3 clusters Score -1.509189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -15091883.000000 Penalty: 5589.875977
	Iteration 61Q: 3 clusters Score -1.509188e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -15091875.000000 Penalty: 5589.875977
	Iteration 62Q: 3 clusters Score -1.509188e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 49771 members 
Entering Unmasked Estep 
Score: -15091856.000000 Penalty: 5589.875977
	Iteration 63Q: 3 clusters Score -1.509186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 49773 members 
Entering Unmasked Estep 
Score: -15091874.000000 Penalty: 5589.875977
	Iteration 64Q: 3 clusters Score -1.509187e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28658 members 
Mstep: Class 2 contains 49768 members 
Entering Unmasked Estep 
Score: -15091886.000000 Penalty: 5589.875977
	Iteration 65Q: 3 clusters Score -1.509189e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28648 members 
Mstep: Class 2 contains 49778 members 
Entering Unmasked Estep 
Score: -15091882.000000 Penalty: 5589.875977
	Iteration 66Q: 3 clusters Score -1.509188e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28643 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -15091899.000000 Penalty: 5589.875977
	Iteration 67Q: 3 clusters Score -1.50919e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28633 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -15091897.000000 Penalty: 5589.875977
	Iteration 68Q: 3 clusters Score -1.50919e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28630 members 
Mstep: Class 2 contains 49796 members 
Entering Unmasked Estep 
Score: -15091882.000000 Penalty: 5589.875977
	Iteration 69Q: 3 clusters Score -1.509188e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28619 members 
Mstep: Class 2 contains 49807 members 
Entering Unmasked Estep 
Score: -15091897.000000 Penalty: 5589.875977
	Iteration 70Q: 3 clusters Score -1.50919e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28611 members 
Mstep: Class 2 contains 49815 members 
Entering Unmasked Estep 
Score: -15091903.000000 Penalty: 5589.875977
	Iteration 71Q: 3 clusters Score -1.50919e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28604 members 
Mstep: Class 2 contains 49822 members 
Entering Unmasked Estep 
Score: -15091897.000000 Penalty: 5589.875977
	Iteration 72Q: 3 clusters Score -1.50919e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28592 members 
Mstep: Class 2 contains 49834 members 
Entering Unmasked Estep 
Score: -15091886.000000 Penalty: 5589.875977
	Iteration 73Q: 3 clusters Score -1.509189e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28586 members 
Mstep: Class 2 contains 49840 members 
Entering Unmasked Estep 
Score: -15091875.000000 Penalty: 5589.875977
	Iteration 74Q: 3 clusters Score -1.509188e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 49850 members 
Entering Unmasked Estep 
Score: -15091862.000000 Penalty: 5589.875977
	Iteration 75Q: 3 clusters Score -1.509186e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28562 members 
Mstep: Class 2 contains 49864 members 
Entering Unmasked Estep 
Score: -15091855.000000 Penalty: 5589.875977
	Iteration 76Q: 3 clusters Score -1.509186e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 49871 members 
Entering Unmasked Estep 
Score: -15091842.000000 Penalty: 5589.875977
	Iteration 77Q: 3 clusters Score -1.509184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28549 members 
Mstep: Class 2 contains 49877 members 
Entering Unmasked Estep 
Score: -15091824.000000 Penalty: 5589.875977
	Iteration 78Q: 3 clusters Score -1.509182e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -15091833.000000 Penalty: 5589.875977
	Iteration 79Q: 3 clusters Score -1.509183e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28539 members 
Mstep: Class 2 contains 49887 members 
Entering Unmasked Estep 
Score: -15091839.000000 Penalty: 5589.875977
	Iteration 80F: 3 clusters Score -1.509184e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28540 members 
Mstep: Class 2 contains 49886 members 
Entering Unmasked Estep 
Score: -15091844.000000 Penalty: 5589.875977
	Iteration 81Q: 3 clusters Score -1.509184e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 49888 members 
Entering Unmasked Estep 
Score: -15091846.000000 Penalty: 5589.875977
	Iteration 82Q: 3 clusters Score -1.509185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 49894 members 
Entering Unmasked Estep 
Score: -15091845.000000 Penalty: 5589.875977
	Iteration 83Q: 3 clusters Score -1.509184e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28534 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -15091848.000000 Penalty: 5589.875977
	Iteration 84Q: 3 clusters Score -1.509185e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28526 members 
Mstep: Class 2 contains 49900 members 
Entering Unmasked Estep 
Score: -15091852.000000 Penalty: 5589.875977
	Iteration 85Q: 3 clusters Score -1.509185e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 49910 members 
Entering Unmasked Estep 
Score: -15091845.000000 Penalty: 5589.875977
	Iteration 86Q: 3 clusters Score -1.509184e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -15091842.000000 Penalty: 5589.875977
	Iteration 87Q: 3 clusters Score -1.509184e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -15091844.000000 Penalty: 5589.875977
	Iteration 88Q: 3 clusters Score -1.509184e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -15091840.000000 Penalty: 5589.875977
	Iteration 89Q: 3 clusters Score -1.509184e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -15091826.000000 Penalty: 5589.875977
	Iteration 90Q: 3 clusters Score -1.509183e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -15091826.000000 Penalty: 5589.875977
	Iteration 91Q: 3 clusters Score -1.509183e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -15091825.000000 Penalty: 5589.875977
	Iteration 92Q: 3 clusters Score -1.509182e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -15091820.000000 Penalty: 5589.875977
	Iteration 93Q: 3 clusters Score -1.509182e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28509 members 
Mstep: Class 2 contains 49917 members 
Entering Unmasked Estep 
Score: -15091834.000000 Penalty: 5589.875977
	Iteration 94Q: 3 clusters Score -1.509183e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -15091818.000000 Penalty: 5589.875977
	Iteration 95Q: 3 clusters Score -1.509182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -15091819.000000 Penalty: 5589.875977
	Iteration 96Q: 3 clusters Score -1.509182e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 49916 members 
Entering Unmasked Estep 
Score: -15091815.000000 Penalty: 5589.875977
	Iteration 97Q: 3 clusters Score -1.509182e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 49919 members 
Entering Unmasked Estep 
Score: -15091819.000000 Penalty: 5589.875977
	Iteration 98Q: 3 clusters Score -1.509182e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28504 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -15091811.000000 Penalty: 5589.875977
	Iteration 99Q: 3 clusters Score -1.509181e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28505 members 
Mstep: Class 2 contains 49921 members 
Entering Unmasked Estep 
Score: -15091809.000000 Penalty: 5589.875977
	Iteration 100F: 3 clusters Score -1.509181e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28508 members 
Mstep: Class 2 contains 49918 members 
Entering Unmasked Estep 
Score: -15091813.000000 Penalty: 5589.875977
	Iteration 101Q: 3 clusters Score -1.509181e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28512 members 
Mstep: Class 2 contains 49914 members 
Entering Unmasked Estep 
Score: -15091798.000000 Penalty: 5589.875977
	Iteration 102Q: 3 clusters Score -1.50918e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28514 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -15091789.000000 Penalty: 5589.875977
	Iteration 103Q: 3 clusters Score -1.509179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28517 members 
Mstep: Class 2 contains 49909 members 
Entering Unmasked Estep 
Score: -15091797.000000 Penalty: 5589.875977
	Iteration 104Q: 3 clusters Score -1.50918e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28519 members 
Mstep: Class 2 contains 49907 members 
Entering Unmasked Estep 
Score: -15091802.000000 Penalty: 5589.875977
	Iteration 105Q: 3 clusters Score -1.50918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28520 members 
Mstep: Class 2 contains 49906 members 
Entering Unmasked Estep 
Score: -15091808.000000 Penalty: 5589.875977
	Iteration 106Q: 3 clusters Score -1.509181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -15091812.000000 Penalty: 5589.875977
	Iteration 107Q: 3 clusters Score -1.509181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -15091810.000000 Penalty: 5589.875977
	Iteration 108Q: 3 clusters Score -1.509181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28523 members 
Mstep: Class 2 contains 49903 members 
Entering Unmasked Estep 
Score: -15091806.000000 Penalty: 5589.875977
	Iteration 109Q: 3 clusters Score -1.509181e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28522 members 
Mstep: Class 2 contains 49904 members 
Entering Unmasked Estep 
Score: -15091803.000000 Penalty: 5589.875977
	Iteration 110Q: 3 clusters Score -1.50918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -15091804.000000 Penalty: 5589.875977
	Iteration 111Q: 3 clusters Score -1.50918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28521 members 
Mstep: Class 2 contains 49905 members 
Entering Unmasked Estep 
Score: -15091804.000000 Penalty: 5589.875977
	Iteration 112F: 3 clusters Score -1.50918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 71401 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 77969 members 
Mstep: Class 8 contains 92378 members 
Mstep: Class 9 contains 115455 members 
Mstep: Class 10 contains 50774 members 
Mstep: Class 11 contains 67616 members 
Mstep: Class 12 contains 98212 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Entering Unmasked Estep 
Score: -207421584.000000 Penalty: 79430.890625
Splitting cluster 4 changes total score from -207356240.000000 to -207421584.000000
So it's getting split into cluster 23.
Entering ConstructFrom: 
Trying to split cluster 5 (71401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71401 members 
Entering Unmasked Estep 
Score: -13772722.000000 Penalty: 2771.664795
	Iteration 0F: 2 clusters Score -1.377272e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35838 members 
Mstep: Class 2 contains 35563 members 
Entering Unmasked Estep 
Score: -13756549.000000 Penalty: 5543.329590
	Iteration 0F: 3 clusters Score -1.375655e+07 nChanged 33336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36952 members 
Mstep: Class 2 contains 34449 members 
Entering Unmasked Estep 
Score: -13775212.000000 Penalty: 5543.329590
	Iteration 1F: 3 clusters Score -1.377521e+07 nChanged 3117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38143 members 
Mstep: Class 2 contains 33258 members 
Entering Unmasked Estep 
Score: -13776006.000000 Penalty: 5543.329590
	Iteration 2Q: 3 clusters Score -1.377601e+07 nChanged 3264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39797 members 
Mstep: Class 2 contains 31604 members 
Entering Unmasked Estep 
Score: -13777003.000000 Penalty: 5543.329590
	Iteration 3Q: 3 clusters Score -1.3777e+07 nChanged 3622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41895 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -13778129.000000 Penalty: 5543.329590
	Iteration 4F: 3 clusters Score -1.377813e+07 nChanged 4120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44205 members 
Mstep: Class 2 contains 27196 members 
Entering Unmasked Estep 
Score: -13779673.000000 Penalty: 5543.329590
	Iteration 5F: 3 clusters Score -1.377967e+07 nChanged 4872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46157 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -13781756.000000 Penalty: 5543.329590
	Iteration 6F: 3 clusters Score -1.378176e+07 nChanged 5079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 24507 members 
Entering Unmasked Estep 
Score: -13784402.000000 Penalty: 5543.329590
	Iteration 7F: 3 clusters Score -1.37844e+07 nChanged 4908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46246 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -13787425.000000 Penalty: 5543.329590
	Iteration 8F: 3 clusters Score -1.378742e+07 nChanged 4009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44991 members 
Mstep: Class 2 contains 26410 members 
Entering Unmasked Estep 
Score: -13789255.000000 Penalty: 5543.329590
	Iteration 9F: 3 clusters Score -1.378926e+07 nChanged 2620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43665 members 
Mstep: Class 2 contains 27736 members 
Entering Unmasked Estep 
Score: -13790145.000000 Penalty: 5543.329590
	Iteration 10Q: 3 clusters Score -1.379014e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42260 members 
Mstep: Class 2 contains 29141 members 
Entering Unmasked Estep 
Score: -13790952.000000 Penalty: 5543.329590
	Iteration 11Q: 3 clusters Score -1.379095e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40716 members 
Mstep: Class 2 contains 30685 members 
Entering Unmasked Estep 
Score: -13791504.000000 Penalty: 5543.329590
	Iteration 12Q: 3 clusters Score -1.37915e+07 nChanged 1690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39080 members 
Mstep: Class 2 contains 32321 members 
Entering Unmasked Estep 
Score: -13791824.000000 Penalty: 5543.329590
	Iteration 13Q: 3 clusters Score -1.379182e+07 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37147 members 
Mstep: Class 2 contains 34254 members 
Entering Unmasked Estep 
Score: -13791988.000000 Penalty: 5543.329590
	Iteration 14Q: 3 clusters Score -1.379199e+07 nChanged 2316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34859 members 
Mstep: Class 2 contains 36542 members 
Entering Unmasked Estep 
Score: -13792112.000000 Penalty: 5543.329590
	Iteration 15Q: 3 clusters Score -1.379211e+07 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32353 members 
Mstep: Class 2 contains 39048 members 
Entering Unmasked Estep 
Score: -13792158.000000 Penalty: 5543.329590
	Iteration 16Q: 3 clusters Score -1.379216e+07 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29657 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -13791732.000000 Penalty: 5543.329590
	Iteration 17Q: 3 clusters Score -1.379173e+07 nChanged 3034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -13790171.000000 Penalty: 5543.329590
	Iteration 18Q: 3 clusters Score -1.379017e+07 nChanged 3399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 47809 members 
Entering Unmasked Estep 
Score: -13787838.000000 Penalty: 5543.329590
	Iteration 19Q: 3 clusters Score -1.378784e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 50360 members 
Entering Unmasked Estep 
Score: -13786463.000000 Penalty: 5543.329590
	Iteration 20F: 3 clusters Score -1.378646e+07 nChanged 3113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18490 members 
Mstep: Class 2 contains 52911 members 
Entering Unmasked Estep 
Score: -13784336.000000 Penalty: 5543.329590
	Iteration 21Q: 3 clusters Score -1.378434e+07 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 54497 members 
Entering Unmasked Estep 
Score: -13782642.000000 Penalty: 5543.329590
	Iteration 22Q: 3 clusters Score -1.378264e+07 nChanged 1894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16064 members 
Mstep: Class 2 contains 55337 members 
Entering Unmasked Estep 
Score: -13782172.000000 Penalty: 5543.329590
	Iteration 23Q: 3 clusters Score -1.378217e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 55673 members 
Entering Unmasked Estep 
Score: -13781933.000000 Penalty: 5543.329590
	Iteration 24Q: 3 clusters Score -1.378193e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15656 members 
Mstep: Class 2 contains 55745 members 
Entering Unmasked Estep 
Score: -13781669.000000 Penalty: 5543.329590
	Iteration 25Q: 3 clusters Score -1.378167e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15848 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -13781531.000000 Penalty: 5543.329590
	Iteration 26Q: 3 clusters Score -1.378153e+07 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16196 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -13781551.000000 Penalty: 5543.329590
	Iteration 27Q: 3 clusters Score -1.378155e+07 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16655 members 
Mstep: Class 2 contains 54746 members 
Entering Unmasked Estep 
Score: -13781499.000000 Penalty: 5543.329590
	Iteration 28Q: 3 clusters Score -1.37815e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17178 members 
Mstep: Class 2 contains 54223 members 
Entering Unmasked Estep 
Score: -13781687.000000 Penalty: 5543.329590
	Iteration 29Q: 3 clusters Score -1.378169e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17822 members 
Mstep: Class 2 contains 53579 members 
Entering Unmasked Estep 
Score: -13782128.000000 Penalty: 5543.329590
	Iteration 30Q: 3 clusters Score -1.378213e+07 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 52846 members 
Entering Unmasked Estep 
Score: -13782724.000000 Penalty: 5543.329590
	Iteration 31Q: 3 clusters Score -1.378272e+07 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 52107 members 
Entering Unmasked Estep 
Score: -13783304.000000 Penalty: 5543.329590
	Iteration 32Q: 3 clusters Score -1.37833e+07 nChanged 855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20123 members 
Mstep: Class 2 contains 51278 members 
Entering Unmasked Estep 
Score: -13783990.000000 Penalty: 5543.329590
	Iteration 33Q: 3 clusters Score -1.378399e+07 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 50327 members 
Entering Unmasked Estep 
Score: -13784702.000000 Penalty: 5543.329590
	Iteration 34Q: 3 clusters Score -1.37847e+07 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22108 members 
Mstep: Class 2 contains 49293 members 
Entering Unmasked Estep 
Score: -13785370.000000 Penalty: 5543.329590
	Iteration 35Q: 3 clusters Score -1.378537e+07 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23215 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -13786081.000000 Penalty: 5543.329590
	Iteration 36Q: 3 clusters Score -1.378608e+07 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24344 members 
Mstep: Class 2 contains 47057 members 
Entering Unmasked Estep 
Score: -13786730.000000 Penalty: 5543.329590
	Iteration 37Q: 3 clusters Score -1.378673e+07 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25476 members 
Mstep: Class 2 contains 45925 members 
Entering Unmasked Estep 
Score: -13787407.000000 Penalty: 5543.329590
	Iteration 38Q: 3 clusters Score -1.378741e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26560 members 
Mstep: Class 2 contains 44841 members 
Entering Unmasked Estep 
Score: -13788057.000000 Penalty: 5543.329590
	Iteration 39Q: 3 clusters Score -1.378806e+07 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27561 members 
Mstep: Class 2 contains 43840 members 
Entering Unmasked Estep 
Score: -13788832.000000 Penalty: 5543.329590
	Iteration 40F: 3 clusters Score -1.378883e+07 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 42682 members 
Entering Unmasked Estep 
Score: -13789267.000000 Penalty: 5543.329590
	Iteration 41Q: 3 clusters Score -1.378927e+07 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 41548 members 
Entering Unmasked Estep 
Score: -13789719.000000 Penalty: 5543.329590
	Iteration 42Q: 3 clusters Score -1.378972e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30887 members 
Mstep: Class 2 contains 40514 members 
Entering Unmasked Estep 
Score: -13789964.000000 Penalty: 5543.329590
	Iteration 43Q: 3 clusters Score -1.378996e+07 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31767 members 
Mstep: Class 2 contains 39634 members 
Entering Unmasked Estep 
Score: -13790124.000000 Penalty: 5543.329590
	Iteration 44Q: 3 clusters Score -1.379012e+07 nChanged 947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 38839 members 
Entering Unmasked Estep 
Score: -13790299.000000 Penalty: 5543.329590
	Iteration 45Q: 3 clusters Score -1.37903e+07 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33293 members 
Mstep: Class 2 contains 38108 members 
Entering Unmasked Estep 
Score: -13790404.000000 Penalty: 5543.329590
	Iteration 46Q: 3 clusters Score -1.37904e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33994 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -13790507.000000 Penalty: 5543.329590
	Iteration 47Q: 3 clusters Score -1.379051e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34605 members 
Mstep: Class 2 contains 36796 members 
Entering Unmasked Estep 
Score: -13790565.000000 Penalty: 5543.329590
	Iteration 48Q: 3 clusters Score -1.379056e+07 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35166 members 
Mstep: Class 2 contains 36235 members 
Entering Unmasked Estep 
Score: -13790672.000000 Penalty: 5543.329590
	Iteration 49Q: 3 clusters Score -1.379067e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 35722 members 
Entering Unmasked Estep 
Score: -13790739.000000 Penalty: 5543.329590
	Iteration 50Q: 3 clusters Score -1.379074e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35998 members 
Mstep: Class 2 contains 35403 members 
Entering Unmasked Estep 
Score: -13790867.000000 Penalty: 5543.329590
	Iteration 51Q: 3 clusters Score -1.379087e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 35164 members 
Entering Unmasked Estep 
Score: -13790945.000000 Penalty: 5543.329590
	Iteration 52Q: 3 clusters Score -1.379094e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36395 members 
Mstep: Class 2 contains 35006 members 
Entering Unmasked Estep 
Score: -13791015.000000 Penalty: 5543.329590
	Iteration 53Q: 3 clusters Score -1.379102e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36427 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -13791023.000000 Penalty: 5543.329590
	Iteration 54Q: 3 clusters Score -1.379102e+07 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36377 members 
Mstep: Class 2 contains 35024 members 
Entering Unmasked Estep 
Score: -13791086.000000 Penalty: 5543.329590
	Iteration 55Q: 3 clusters Score -1.379109e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36233 members 
Mstep: Class 2 contains 35168 members 
Entering Unmasked Estep 
Score: -13791162.000000 Penalty: 5543.329590
	Iteration 56Q: 3 clusters Score -1.379116e+07 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36011 members 
Mstep: Class 2 contains 35390 members 
Entering Unmasked Estep 
Score: -13791230.000000 Penalty: 5543.329590
	Iteration 57Q: 3 clusters Score -1.379123e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35738 members 
Mstep: Class 2 contains 35663 members 
Entering Unmasked Estep 
Score: -13791331.000000 Penalty: 5543.329590
	Iteration 58Q: 3 clusters Score -1.379133e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 35974 members 
Entering Unmasked Estep 
Score: -13791372.000000 Penalty: 5543.329590
	Iteration 59Q: 3 clusters Score -1.379137e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 36305 members 
Entering Unmasked Estep 
Score: -13791421.000000 Penalty: 5543.329590
	Iteration 60F: 3 clusters Score -1.379142e+07 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 36597 members 
Entering Unmasked Estep 
Score: -13791456.000000 Penalty: 5543.329590
	Iteration 61Q: 3 clusters Score -1.379146e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34418 members 
Mstep: Class 2 contains 36983 members 
Entering Unmasked Estep 
Score: -13791475.000000 Penalty: 5543.329590
	Iteration 62Q: 3 clusters Score -1.379148e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33987 members 
Mstep: Class 2 contains 37414 members 
Entering Unmasked Estep 
Score: -13791523.000000 Penalty: 5543.329590
	Iteration 63Q: 3 clusters Score -1.379152e+07 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33559 members 
Mstep: Class 2 contains 37842 members 
Entering Unmasked Estep 
Score: -13791563.000000 Penalty: 5543.329590
	Iteration 64Q: 3 clusters Score -1.379156e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33159 members 
Mstep: Class 2 contains 38242 members 
Entering Unmasked Estep 
Score: -13791598.000000 Penalty: 5543.329590
	Iteration 65Q: 3 clusters Score -1.37916e+07 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32798 members 
Mstep: Class 2 contains 38603 members 
Entering Unmasked Estep 
Score: -13791632.000000 Penalty: 5543.329590
	Iteration 66Q: 3 clusters Score -1.379163e+07 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 38970 members 
Entering Unmasked Estep 
Score: -13791661.000000 Penalty: 5543.329590
	Iteration 67Q: 3 clusters Score -1.379166e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -13791708.000000 Penalty: 5543.329590
	Iteration 68Q: 3 clusters Score -1.379171e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31865 members 
Mstep: Class 2 contains 39536 members 
Entering Unmasked Estep 
Score: -13791691.000000 Penalty: 5543.329590
	Iteration 69Q: 3 clusters Score -1.379169e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 39760 members 
Entering Unmasked Estep 
Score: -13791673.000000 Penalty: 5543.329590
	Iteration 70Q: 3 clusters Score -1.379167e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31430 members 
Mstep: Class 2 contains 39971 members 
Entering Unmasked Estep 
Score: -13791612.000000 Penalty: 5543.329590
	Iteration 71Q: 3 clusters Score -1.379161e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31242 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -13791582.000000 Penalty: 5543.329590
	Iteration 72Q: 3 clusters Score -1.379158e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -13791586.000000 Penalty: 5543.329590
	Iteration 73Q: 3 clusters Score -1.379159e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31005 members 
Mstep: Class 2 contains 40396 members 
Entering Unmasked Estep 
Score: -13791588.000000 Penalty: 5543.329590
	Iteration 74Q: 3 clusters Score -1.379159e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 40492 members 
Entering Unmasked Estep 
Score: -13791577.000000 Penalty: 5543.329590
	Iteration 75Q: 3 clusters Score -1.379158e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 40575 members 
Entering Unmasked Estep 
Score: -13791518.000000 Penalty: 5543.329590
	Iteration 76Q: 3 clusters Score -1.379152e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30741 members 
Mstep: Class 2 contains 40660 members 
Entering Unmasked Estep 
Score: -13791438.000000 Penalty: 5543.329590
	Iteration 77Q: 3 clusters Score -1.379144e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 40723 members 
Entering Unmasked Estep 
Score: -13791420.000000 Penalty: 5543.329590
	Iteration 78Q: 3 clusters Score -1.379142e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 40791 members 
Entering Unmasked Estep 
Score: -13791452.000000 Penalty: 5543.329590
	Iteration 79Q: 3 clusters Score -1.379145e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -13791414.000000 Penalty: 5543.329590
	Iteration 80F: 3 clusters Score -1.379141e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30539 members 
Mstep: Class 2 contains 40862 members 
Entering Unmasked Estep 
Score: -13791362.000000 Penalty: 5543.329590
	Iteration 81Q: 3 clusters Score -1.379136e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30525 members 
Mstep: Class 2 contains 40876 members 
Entering Unmasked Estep 
Score: -13791351.000000 Penalty: 5543.329590
	Iteration 82Q: 3 clusters Score -1.379135e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30563 members 
Mstep: Class 2 contains 40838 members 
Entering Unmasked Estep 
Score: -13791347.000000 Penalty: 5543.329590
	Iteration 83Q: 3 clusters Score -1.379135e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30599 members 
Mstep: Class 2 contains 40802 members 
Entering Unmasked Estep 
Score: -13791325.000000 Penalty: 5543.329590
	Iteration 84Q: 3 clusters Score -1.379132e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30634 members 
Mstep: Class 2 contains 40767 members 
Entering Unmasked Estep 
Score: -13791309.000000 Penalty: 5543.329590
	Iteration 85Q: 3 clusters Score -1.379131e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30683 members 
Mstep: Class 2 contains 40718 members 
Entering Unmasked Estep 
Score: -13791298.000000 Penalty: 5543.329590
	Iteration 86Q: 3 clusters Score -1.37913e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30712 members 
Mstep: Class 2 contains 40689 members 
Entering Unmasked Estep 
Score: -13791326.000000 Penalty: 5543.329590
	Iteration 87Q: 3 clusters Score -1.379133e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 40657 members 
Entering Unmasked Estep 
Score: -13791341.000000 Penalty: 5543.329590
	Iteration 88Q: 3 clusters Score -1.379134e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 40626 members 
Entering Unmasked Estep 
Score: -13791330.000000 Penalty: 5543.329590
	Iteration 89Q: 3 clusters Score -1.379133e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30804 members 
Mstep: Class 2 contains 40597 members 
Entering Unmasked Estep 
Score: -13791325.000000 Penalty: 5543.329590
	Iteration 90Q: 3 clusters Score -1.379132e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30840 members 
Mstep: Class 2 contains 40561 members 
Entering Unmasked Estep 
Score: -13791340.000000 Penalty: 5543.329590
	Iteration 91Q: 3 clusters Score -1.379134e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30870 members 
Mstep: Class 2 contains 40531 members 
Entering Unmasked Estep 
Score: -13791353.000000 Penalty: 5543.329590
	Iteration 92Q: 3 clusters Score -1.379135e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 40509 members 
Entering Unmasked Estep 
Score: -13791345.000000 Penalty: 5543.329590
	Iteration 93Q: 3 clusters Score -1.379134e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 40484 members 
Entering Unmasked Estep 
Score: -13791331.000000 Penalty: 5543.329590
	Iteration 94Q: 3 clusters Score -1.379133e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30933 members 
Mstep: Class 2 contains 40468 members 
Entering Unmasked Estep 
Score: -13791341.000000 Penalty: 5543.329590
	Iteration 95Q: 3 clusters Score -1.379134e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30940 members 
Mstep: Class 2 contains 40461 members 
Entering Unmasked Estep 
Score: -13791337.000000 Penalty: 5543.329590
	Iteration 96Q: 3 clusters Score -1.379134e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30956 members 
Mstep: Class 2 contains 40445 members 
Entering Unmasked Estep 
Score: -13791346.000000 Penalty: 5543.329590
	Iteration 97Q: 3 clusters Score -1.379135e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30978 members 
Mstep: Class 2 contains 40423 members 
Entering Unmasked Estep 
Score: -13791345.000000 Penalty: 5543.329590
	Iteration 98Q: 3 clusters Score -1.379134e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30986 members 
Mstep: Class 2 contains 40415 members 
Entering Unmasked Estep 
Score: -13791343.000000 Penalty: 5543.329590
	Iteration 99Q: 3 clusters Score -1.379134e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30994 members 
Mstep: Class 2 contains 40407 members 
Entering Unmasked Estep 
Score: -13791350.000000 Penalty: 5543.329590
	Iteration 100F: 3 clusters Score -1.379135e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 40394 members 
Entering Unmasked Estep 
Score: -13791353.000000 Penalty: 5543.329590
	Iteration 101Q: 3 clusters Score -1.379135e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31015 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -13791370.000000 Penalty: 5543.329590
	Iteration 102Q: 3 clusters Score -1.379137e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31025 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -13791358.000000 Penalty: 5543.329590
	Iteration 103Q: 3 clusters Score -1.379136e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31037 members 
Mstep: Class 2 contains 40364 members 
Entering Unmasked Estep 
Score: -13791390.000000 Penalty: 5543.329590
	Iteration 104Q: 3 clusters Score -1.379139e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -13791376.000000 Penalty: 5543.329590
	Iteration 105Q: 3 clusters Score -1.379138e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -13791391.000000 Penalty: 5543.329590
	Iteration 106Q: 3 clusters Score -1.379139e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -13791400.000000 Penalty: 5543.329590
	Iteration 107Q: 3 clusters Score -1.37914e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -13791400.000000 Penalty: 5543.329590
	Iteration 108Q: 3 clusters Score -1.37914e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31078 members 
Mstep: Class 2 contains 40323 members 
Entering Unmasked Estep 
Score: -13791377.000000 Penalty: 5543.329590
	Iteration 109Q: 3 clusters Score -1.379138e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -13791379.000000 Penalty: 5543.329590
	Iteration 110Q: 3 clusters Score -1.379138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31081 members 
Mstep: Class 2 contains 40320 members 
Entering Unmasked Estep 
Score: -13791389.000000 Penalty: 5543.329590
	Iteration 111Q: 3 clusters Score -1.379139e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31082 members 
Mstep: Class 2 contains 40319 members 
Entering Unmasked Estep 
Score: -13791418.000000 Penalty: 5543.329590
	Iteration 112Q: 3 clusters Score -1.379142e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31092 members 
Mstep: Class 2 contains 40309 members 
Entering Unmasked Estep 
Score: -13791410.000000 Penalty: 5543.329590
	Iteration 113Q: 3 clusters Score -1.379141e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 40300 members 
Entering Unmasked Estep 
Score: -13791379.000000 Penalty: 5543.329590
	Iteration 114Q: 3 clusters Score -1.379138e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31108 members 
Mstep: Class 2 contains 40293 members 
Entering Unmasked Estep 
Score: -13791395.000000 Penalty: 5543.329590
	Iteration 115Q: 3 clusters Score -1.37914e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31115 members 
Mstep: Class 2 contains 40286 members 
Entering Unmasked Estep 
Score: -13791410.000000 Penalty: 5543.329590
	Iteration 116Q: 3 clusters Score -1.379141e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 40287 members 
Entering Unmasked Estep 
Score: -13791409.000000 Penalty: 5543.329590
	Iteration 117Q: 3 clusters Score -1.379141e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31117 members 
Mstep: Class 2 contains 40284 members 
Entering Unmasked Estep 
Score: -13791410.000000 Penalty: 5543.329590
	Iteration 118Q: 3 clusters Score -1.379141e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31126 members 
Mstep: Class 2 contains 40275 members 
Entering Unmasked Estep 
Score: -13791414.000000 Penalty: 5543.329590
	Iteration 119Q: 3 clusters Score -1.379141e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -13791418.000000 Penalty: 5543.329590
	Iteration 120F: 3 clusters Score -1.379142e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 40261 members 
Entering Unmasked Estep 
Score: -13791422.000000 Penalty: 5543.329590
	Iteration 121Q: 3 clusters Score -1.379142e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 40266 members 
Entering Unmasked Estep 
Score: -13791429.000000 Penalty: 5543.329590
	Iteration 122Q: 3 clusters Score -1.379143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31129 members 
Mstep: Class 2 contains 40272 members 
Entering Unmasked Estep 
Score: -13791425.000000 Penalty: 5543.329590
	Iteration 123Q: 3 clusters Score -1.379142e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31120 members 
Mstep: Class 2 contains 40281 members 
Entering Unmasked Estep 
Score: -13791440.000000 Penalty: 5543.329590
	Iteration 124Q: 3 clusters Score -1.379144e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31112 members 
Mstep: Class 2 contains 40289 members 
Entering Unmasked Estep 
Score: -13791421.000000 Penalty: 5543.329590
	Iteration 125Q: 3 clusters Score -1.379142e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31107 members 
Mstep: Class 2 contains 40294 members 
Entering Unmasked Estep 
Score: -13791431.000000 Penalty: 5543.329590
	Iteration 126Q: 3 clusters Score -1.379143e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31100 members 
Mstep: Class 2 contains 40301 members 
Entering Unmasked Estep 
Score: -13791437.000000 Penalty: 5543.329590
	Iteration 127Q: 3 clusters Score -1.379144e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31091 members 
Mstep: Class 2 contains 40310 members 
Entering Unmasked Estep 
Score: -13791439.000000 Penalty: 5543.329590
	Iteration 128Q: 3 clusters Score -1.379144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -13791426.000000 Penalty: 5543.329590
	Iteration 129Q: 3 clusters Score -1.379143e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31076 members 
Mstep: Class 2 contains 40325 members 
Entering Unmasked Estep 
Score: -13791431.000000 Penalty: 5543.329590
	Iteration 130Q: 3 clusters Score -1.379143e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31075 members 
Mstep: Class 2 contains 40326 members 
Entering Unmasked Estep 
Score: -13791433.000000 Penalty: 5543.329590
	Iteration 131Q: 3 clusters Score -1.379143e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31072 members 
Mstep: Class 2 contains 40329 members 
Entering Unmasked Estep 
Score: -13791440.000000 Penalty: 5543.329590
	Iteration 132Q: 3 clusters Score -1.379144e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31073 members 
Mstep: Class 2 contains 40328 members 
Entering Unmasked Estep 
Score: -13791434.000000 Penalty: 5543.329590
	Iteration 133Q: 3 clusters Score -1.379143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31070 members 
Mstep: Class 2 contains 40331 members 
Entering Unmasked Estep 
Score: -13791432.000000 Penalty: 5543.329590
	Iteration 134Q: 3 clusters Score -1.379143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 40332 members 
Entering Unmasked Estep 
Score: -13791432.000000 Penalty: 5543.329590
	Iteration 135Q: 3 clusters Score -1.379143e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31068 members 
Mstep: Class 2 contains 40333 members 
Entering Unmasked Estep 
Score: -13791425.000000 Penalty: 5543.329590
	Iteration 136Q: 3 clusters Score -1.379142e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31067 members 
Mstep: Class 2 contains 40334 members 
Entering Unmasked Estep 
Score: -13791433.000000 Penalty: 5543.329590
	Iteration 137Q: 3 clusters Score -1.379143e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31066 members 
Mstep: Class 2 contains 40335 members 
Entering Unmasked Estep 
Score: -13791434.000000 Penalty: 5543.329590
	Iteration 138Q: 3 clusters Score -1.379143e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -13791434.000000 Penalty: 5543.329590
	Iteration 139Q: 3 clusters Score -1.379143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 40337 members 
Entering Unmasked Estep 
Score: -13791426.000000 Penalty: 5543.329590
	Iteration 140F: 3 clusters Score -1.379143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31062 members 
Mstep: Class 2 contains 40339 members 
Entering Unmasked Estep 
Score: -13791423.000000 Penalty: 5543.329590
	Iteration 141Q: 3 clusters Score -1.379142e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -13791428.000000 Penalty: 5543.329590
	Iteration 142Q: 3 clusters Score -1.379143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -13791434.000000 Penalty: 5543.329590
	Iteration 143Q: 3 clusters Score -1.379143e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -13791443.000000 Penalty: 5543.329590
	Iteration 144Q: 3 clusters Score -1.379144e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -13791430.000000 Penalty: 5543.329590
	Iteration 145Q: 3 clusters Score -1.379143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31051 members 
Mstep: Class 2 contains 40350 members 
Entering Unmasked Estep 
Score: -13791423.000000 Penalty: 5543.329590
	Iteration 146Q: 3 clusters Score -1.379142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -13791434.000000 Penalty: 5543.329590
	Iteration 147Q: 3 clusters Score -1.379143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -13791429.000000 Penalty: 5543.329590
	Iteration 148Q: 3 clusters Score -1.379143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -13791423.000000 Penalty: 5543.329590
	Iteration 149Q: 3 clusters Score -1.379142e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31055 members 
Mstep: Class 2 contains 40346 members 
Entering Unmasked Estep 
Score: -13791423.000000 Penalty: 5543.329590
	Iteration 150Q: 3 clusters Score -1.379142e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -13791426.000000 Penalty: 5543.329590
	Iteration 151Q: 3 clusters Score -1.379143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -13791433.000000 Penalty: 5543.329590
	Iteration 152Q: 3 clusters Score -1.379143e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -13791424.000000 Penalty: 5543.329590
	Iteration 153Q: 3 clusters Score -1.379142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -13791431.000000 Penalty: 5543.329590
	Iteration 154Q: 3 clusters Score -1.379143e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -13791422.000000 Penalty: 5543.329590
	Iteration 155Q: 3 clusters Score -1.379142e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -13791417.000000 Penalty: 5543.329590
	Iteration 156Q: 3 clusters Score -1.379142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -13791419.000000 Penalty: 5543.329590
	Iteration 157Q: 3 clusters Score -1.379142e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31059 members 
Mstep: Class 2 contains 40342 members 
Entering Unmasked Estep 
Score: -13791424.000000 Penalty: 5543.329590
	Iteration 158Q: 3 clusters Score -1.379142e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31060 members 
Mstep: Class 2 contains 40341 members 
Entering Unmasked Estep 
Score: -13791412.000000 Penalty: 5543.329590
	Iteration 159Q: 3 clusters Score -1.379141e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31057 members 
Mstep: Class 2 contains 40344 members 
Entering Unmasked Estep 
Score: -13791405.000000 Penalty: 5543.329590
	Iteration 160F: 3 clusters Score -1.37914e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31052 members 
Mstep: Class 2 contains 40349 members 
Entering Unmasked Estep 
Score: -13791405.000000 Penalty: 5543.329590
	Iteration 161Q: 3 clusters Score -1.37914e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 40352 members 
Entering Unmasked Estep 
Score: -13791411.000000 Penalty: 5543.329590
	Iteration 162Q: 3 clusters Score -1.379141e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31048 members 
Mstep: Class 2 contains 40353 members 
Entering Unmasked Estep 
Score: -13791430.000000 Penalty: 5543.329590
	Iteration 163Q: 3 clusters Score -1.379143e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -13791432.000000 Penalty: 5543.329590
	Iteration 164Q: 3 clusters Score -1.379143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 40355 members 
Entering Unmasked Estep 
Score: -13791432.000000 Penalty: 5543.329590
	Iteration 165F: 3 clusters Score -1.379143e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 8313 members 
Mstep: Class 7 contains 77969 members 
Mstep: Class 8 contains 92378 members 
Mstep: Class 9 contains 115455 members 
Mstep: Class 10 contains 50774 members 
Mstep: Class 11 contains 67616 members 
Mstep: Class 12 contains 98212 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Entering Unmasked Estep 
Score: -207428480.000000 Penalty: 82884.414062
Splitting cluster 5 changes total score from -207356240.000000 to -207428480.000000
So it's getting split into cluster 24.
Entering ConstructFrom: 
Trying to split cluster 6 (8313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Entering Unmasked Estep 
Score: -1479774.500000 Penalty: 2238.342773
	Iteration 0F: 2 clusters Score -1479774 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -1473206.125000 Penalty: 4476.685547
	Iteration 0F: 3 clusters Score -1473206 nChanged 3568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 4381 members 
Entering Unmasked Estep 
Score: -1477388.375000 Penalty: 4476.685547
	Iteration 1F: 3 clusters Score -1477388 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 5202 members 
Entering Unmasked Estep 
Score: -1482504.625000 Penalty: 4476.685547
	Iteration 2F: 3 clusters Score -1482505 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1486197.500000 Penalty: 4476.685547
	Iteration 3F: 3 clusters Score -1486198 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5893 members 
Entering Unmasked Estep 
Score: -1487899.000000 Penalty: 4476.685547
	Iteration 4F: 3 clusters Score -1487899 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -1488083.500000 Penalty: 4476.685547
	Iteration 5Q: 3 clusters Score -1488084 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 5874 members 
Entering Unmasked Estep 
Score: -1488150.625000 Penalty: 4476.685547
	Iteration 6Q: 3 clusters Score -1488151 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 5883 members 
Entering Unmasked Estep 
Score: -1488184.625000 Penalty: 4476.685547
	Iteration 7Q: 3 clusters Score -1488185 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5894 members 
Entering Unmasked Estep 
Score: -1488199.000000 Penalty: 4476.685547
	Iteration 8Q: 3 clusters Score -1488199 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 5904 members 
Entering Unmasked Estep 
Score: -1488209.875000 Penalty: 4476.685547
	Iteration 9Q: 3 clusters Score -1488210 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 5906 members 
Entering Unmasked Estep 
Score: -1488210.375000 Penalty: 4476.685547
	Iteration 10Q: 3 clusters Score -1488210 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1488216.250000 Penalty: 4476.685547
	Iteration 11Q: 3 clusters Score -1488216 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2395 members 
Mstep: Class 2 contains 5918 members 
Entering Unmasked Estep 
Score: -1488227.375000 Penalty: 4476.685547
	Iteration 12Q: 3 clusters Score -1488227 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1488226.375000 Penalty: 4476.685547
	Iteration 13Q: 3 clusters Score -1488226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1488226.375000 Penalty: 4476.685547
	Iteration 14F: 3 clusters Score -1488226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 77969 members 
Mstep: Class 8 contains 92378 members 
Mstep: Class 9 contains 115455 members 
Mstep: Class 10 contains 50774 members 
Mstep: Class 11 contains 67616 members 
Mstep: Class 12 contains 98212 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Entering Unmasked Estep 
Score: -207430944.000000 Penalty: 86337.929688
Splitting cluster 6 changes total score from -207356240.000000 to -207430944.000000
So it's getting split into cluster 25.
Entering ConstructFrom: 
Trying to split cluster 7 (77969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 77969 members 
Entering Unmasked Estep 
Score: -14986724.000000 Penalty: 2793.488525
	Iteration 0F: 2 clusters Score -1.498672e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38897 members 
Mstep: Class 2 contains 39072 members 
Entering Unmasked Estep 
Score: -14986045.000000 Penalty: 5586.977051
	Iteration 0F: 3 clusters Score -1.498604e+07 nChanged 36835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38122 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -15006653.000000 Penalty: 5586.977051
	Iteration 1F: 3 clusters Score -1.500665e+07 nChanged 3231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37539 members 
Mstep: Class 2 contains 40430 members 
Entering Unmasked Estep 
Score: -15007244.000000 Penalty: 5586.977051
	Iteration 2Q: 3 clusters Score -1.500724e+07 nChanged 3266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37031 members 
Mstep: Class 2 contains 40938 members 
Entering Unmasked Estep 
Score: -15008025.000000 Penalty: 5586.977051
	Iteration 3Q: 3 clusters Score -1.500802e+07 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36729 members 
Mstep: Class 2 contains 41240 members 
Entering Unmasked Estep 
Score: -15008965.000000 Penalty: 5586.977051
	Iteration 4Q: 3 clusters Score -1.500896e+07 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36638 members 
Mstep: Class 2 contains 41331 members 
Entering Unmasked Estep 
Score: -15010209.000000 Penalty: 5586.977051
	Iteration 5Q: 3 clusters Score -1.501021e+07 nChanged 3838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 41013 members 
Entering Unmasked Estep 
Score: -15012047.000000 Penalty: 5586.977051
	Iteration 6Q: 3 clusters Score -1.501205e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37609 members 
Mstep: Class 2 contains 40360 members 
Entering Unmasked Estep 
Score: -15014621.000000 Penalty: 5586.977051
	Iteration 7F: 3 clusters Score -1.501462e+07 nChanged 4791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38692 members 
Mstep: Class 2 contains 39277 members 
Entering Unmasked Estep 
Score: -15018061.000000 Penalty: 5586.977051
	Iteration 8F: 3 clusters Score -1.501806e+07 nChanged 4825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40065 members 
Mstep: Class 2 contains 37904 members 
Entering Unmasked Estep 
Score: -15021267.000000 Penalty: 5586.977051
	Iteration 9F: 3 clusters Score -1.502127e+07 nChanged 4110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41483 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -15023136.000000 Penalty: 5586.977051
	Iteration 10F: 3 clusters Score -1.502314e+07 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42872 members 
Mstep: Class 2 contains 35097 members 
Entering Unmasked Estep 
Score: -15023507.000000 Penalty: 5586.977051
	Iteration 11Q: 3 clusters Score -1.502351e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43984 members 
Mstep: Class 2 contains 33985 members 
Entering Unmasked Estep 
Score: -15023550.000000 Penalty: 5586.977051
	Iteration 12Q: 3 clusters Score -1.502355e+07 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44746 members 
Mstep: Class 2 contains 33223 members 
Entering Unmasked Estep 
Score: -15023417.000000 Penalty: 5586.977051
	Iteration 13Q: 3 clusters Score -1.502342e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 32796 members 
Entering Unmasked Estep 
Score: -15023270.000000 Penalty: 5586.977051
	Iteration 14Q: 3 clusters Score -1.502327e+07 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 32755 members 
Entering Unmasked Estep 
Score: -15023266.000000 Penalty: 5586.977051
	Iteration 15Q: 3 clusters Score -1.502327e+07 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45037 members 
Mstep: Class 2 contains 32932 members 
Entering Unmasked Estep 
Score: -15023371.000000 Penalty: 5586.977051
	Iteration 16Q: 3 clusters Score -1.502337e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -15023509.000000 Penalty: 5586.977051
	Iteration 17Q: 3 clusters Score -1.502351e+07 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44432 members 
Mstep: Class 2 contains 33537 members 
Entering Unmasked Estep 
Score: -15023656.000000 Penalty: 5586.977051
	Iteration 18Q: 3 clusters Score -1.502366e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44101 members 
Mstep: Class 2 contains 33868 members 
Entering Unmasked Estep 
Score: -15023841.000000 Penalty: 5586.977051
	Iteration 19Q: 3 clusters Score -1.502384e+07 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43815 members 
Mstep: Class 2 contains 34154 members 
Entering Unmasked Estep 
Score: -15023947.000000 Penalty: 5586.977051
	Iteration 20F: 3 clusters Score -1.502395e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43586 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -15023986.000000 Penalty: 5586.977051
	Iteration 21Q: 3 clusters Score -1.502399e+07 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43312 members 
Mstep: Class 2 contains 34657 members 
Entering Unmasked Estep 
Score: -15024128.000000 Penalty: 5586.977051
	Iteration 22Q: 3 clusters Score -1.502413e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43071 members 
Mstep: Class 2 contains 34898 members 
Entering Unmasked Estep 
Score: -15024313.000000 Penalty: 5586.977051
	Iteration 23Q: 3 clusters Score -1.502431e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42891 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -15024464.000000 Penalty: 5586.977051
	Iteration 24Q: 3 clusters Score -1.502446e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 35231 members 
Entering Unmasked Estep 
Score: -15024631.000000 Penalty: 5586.977051
	Iteration 25Q: 3 clusters Score -1.502463e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42650 members 
Mstep: Class 2 contains 35319 members 
Entering Unmasked Estep 
Score: -15024711.000000 Penalty: 5586.977051
	Iteration 26Q: 3 clusters Score -1.502471e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42588 members 
Mstep: Class 2 contains 35381 members 
Entering Unmasked Estep 
Score: -15024756.000000 Penalty: 5586.977051
	Iteration 27Q: 3 clusters Score -1.502476e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42581 members 
Mstep: Class 2 contains 35388 members 
Entering Unmasked Estep 
Score: -15024795.000000 Penalty: 5586.977051
	Iteration 28Q: 3 clusters Score -1.50248e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42607 members 
Mstep: Class 2 contains 35362 members 
Entering Unmasked Estep 
Score: -15024821.000000 Penalty: 5586.977051
	Iteration 29Q: 3 clusters Score -1.502482e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42625 members 
Mstep: Class 2 contains 35344 members 
Entering Unmasked Estep 
Score: -15024885.000000 Penalty: 5586.977051
	Iteration 30Q: 3 clusters Score -1.502488e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42682 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -15024895.000000 Penalty: 5586.977051
	Iteration 31Q: 3 clusters Score -1.50249e+07 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -15025001.000000 Penalty: 5586.977051
	Iteration 32Q: 3 clusters Score -1.5025e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42690 members 
Mstep: Class 2 contains 35279 members 
Entering Unmasked Estep 
Score: -15025055.000000 Penalty: 5586.977051
	Iteration 33Q: 3 clusters Score -1.502506e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 35309 members 
Entering Unmasked Estep 
Score: -15025102.000000 Penalty: 5586.977051
	Iteration 34Q: 3 clusters Score -1.50251e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -15025134.000000 Penalty: 5586.977051
	Iteration 35Q: 3 clusters Score -1.502513e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42562 members 
Mstep: Class 2 contains 35407 members 
Entering Unmasked Estep 
Score: -15025167.000000 Penalty: 5586.977051
	Iteration 36Q: 3 clusters Score -1.502517e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42477 members 
Mstep: Class 2 contains 35492 members 
Entering Unmasked Estep 
Score: -15025237.000000 Penalty: 5586.977051
	Iteration 37Q: 3 clusters Score -1.502524e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 35568 members 
Entering Unmasked Estep 
Score: -15025288.000000 Penalty: 5586.977051
	Iteration 38Q: 3 clusters Score -1.502529e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42299 members 
Mstep: Class 2 contains 35670 members 
Entering Unmasked Estep 
Score: -15025345.000000 Penalty: 5586.977051
	Iteration 39Q: 3 clusters Score -1.502534e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 35760 members 
Entering Unmasked Estep 
Score: -15025383.000000 Penalty: 5586.977051
	Iteration 40F: 3 clusters Score -1.502538e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42111 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -15025463.000000 Penalty: 5586.977051
	Iteration 41Q: 3 clusters Score -1.502546e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42040 members 
Mstep: Class 2 contains 35929 members 
Entering Unmasked Estep 
Score: -15025504.000000 Penalty: 5586.977051
	Iteration 42Q: 3 clusters Score -1.50255e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42023 members 
Mstep: Class 2 contains 35946 members 
Entering Unmasked Estep 
Score: -15025565.000000 Penalty: 5586.977051
	Iteration 43Q: 3 clusters Score -1.502556e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42006 members 
Mstep: Class 2 contains 35963 members 
Entering Unmasked Estep 
Score: -15025564.000000 Penalty: 5586.977051
	Iteration 44Q: 3 clusters Score -1.502556e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41983 members 
Mstep: Class 2 contains 35986 members 
Entering Unmasked Estep 
Score: -15025581.000000 Penalty: 5586.977051
	Iteration 45Q: 3 clusters Score -1.502558e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -15025616.000000 Penalty: 5586.977051
	Iteration 46Q: 3 clusters Score -1.502562e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41958 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
Score: -15025671.000000 Penalty: 5586.977051
	Iteration 47Q: 3 clusters Score -1.502567e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -15025715.000000 Penalty: 5586.977051
	Iteration 48Q: 3 clusters Score -1.502572e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41929 members 
Mstep: Class 2 contains 36040 members 
Entering Unmasked Estep 
Score: -15025772.000000 Penalty: 5586.977051
	Iteration 49Q: 3 clusters Score -1.502577e+07 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41881 members 
Mstep: Class 2 contains 36088 members 
Entering Unmasked Estep 
Score: -15025800.000000 Penalty: 5586.977051
	Iteration 50Q: 3 clusters Score -1.50258e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41842 members 
Mstep: Class 2 contains 36127 members 
Entering Unmasked Estep 
Score: -15025820.000000 Penalty: 5586.977051
	Iteration 51Q: 3 clusters Score -1.502582e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41796 members 
Mstep: Class 2 contains 36173 members 
Entering Unmasked Estep 
Score: -15025853.000000 Penalty: 5586.977051
	Iteration 52Q: 3 clusters Score -1.502585e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41748 members 
Mstep: Class 2 contains 36221 members 
Entering Unmasked Estep 
Score: -15025830.000000 Penalty: 5586.977051
	Iteration 53Q: 3 clusters Score -1.502583e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41699 members 
Mstep: Class 2 contains 36270 members 
Entering Unmasked Estep 
Score: -15025855.000000 Penalty: 5586.977051
	Iteration 54Q: 3 clusters Score -1.502586e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41665 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -15025846.000000 Penalty: 5586.977051
	Iteration 55Q: 3 clusters Score -1.502585e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 36341 members 
Entering Unmasked Estep 
Score: -15025901.000000 Penalty: 5586.977051
	Iteration 56Q: 3 clusters Score -1.50259e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41601 members 
Mstep: Class 2 contains 36368 members 
Entering Unmasked Estep 
Score: -15025919.000000 Penalty: 5586.977051
	Iteration 57Q: 3 clusters Score -1.502592e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 36390 members 
Entering Unmasked Estep 
Score: -15025976.000000 Penalty: 5586.977051
	Iteration 58Q: 3 clusters Score -1.502598e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 36413 members 
Entering Unmasked Estep 
Score: -15025984.000000 Penalty: 5586.977051
	Iteration 59Q: 3 clusters Score -1.502598e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41566 members 
Mstep: Class 2 contains 36403 members 
Entering Unmasked Estep 
Score: -15025983.000000 Penalty: 5586.977051
	Iteration 60F: 3 clusters Score -1.502598e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 36384 members 
Entering Unmasked Estep 
Score: -15025973.000000 Penalty: 5586.977051
	Iteration 61Q: 3 clusters Score -1.502597e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -15025988.000000 Penalty: 5586.977051
	Iteration 62Q: 3 clusters Score -1.502599e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41634 members 
Mstep: Class 2 contains 36335 members 
Entering Unmasked Estep 
Score: -15025944.000000 Penalty: 5586.977051
	Iteration 63Q: 3 clusters Score -1.502594e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 36297 members 
Entering Unmasked Estep 
Score: -15025946.000000 Penalty: 5586.977051
	Iteration 64Q: 3 clusters Score -1.502595e+07 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Mstep: Class 2 contains 36253 members 
Entering Unmasked Estep 
Score: -15025980.000000 Penalty: 5586.977051
	Iteration 65Q: 3 clusters Score -1.502598e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41760 members 
Mstep: Class 2 contains 36209 members 
Entering Unmasked Estep 
Score: -15025972.000000 Penalty: 5586.977051
	Iteration 66Q: 3 clusters Score -1.502597e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41775 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -15025997.000000 Penalty: 5586.977051
	Iteration 67Q: 3 clusters Score -1.5026e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 36150 members 
Entering Unmasked Estep 
Score: -15025984.000000 Penalty: 5586.977051
	Iteration 68Q: 3 clusters Score -1.502598e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41855 members 
Mstep: Class 2 contains 36114 members 
Entering Unmasked Estep 
Score: -15025990.000000 Penalty: 5586.977051
	Iteration 69Q: 3 clusters Score -1.502599e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Mstep: Class 2 contains 36084 members 
Entering Unmasked Estep 
Score: -15026009.000000 Penalty: 5586.977051
	Iteration 70Q: 3 clusters Score -1.502601e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41910 members 
Mstep: Class 2 contains 36059 members 
Entering Unmasked Estep 
Score: -15025957.000000 Penalty: 5586.977051
	Iteration 71Q: 3 clusters Score -1.502596e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Mstep: Class 2 contains 36038 members 
Entering Unmasked Estep 
Score: -15025950.000000 Penalty: 5586.977051
	Iteration 72Q: 3 clusters Score -1.502595e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41957 members 
Mstep: Class 2 contains 36012 members 
Entering Unmasked Estep 
Score: -15025947.000000 Penalty: 5586.977051
	Iteration 73Q: 3 clusters Score -1.502595e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41979 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -15025923.000000 Penalty: 5586.977051
	Iteration 74Q: 3 clusters Score -1.502592e+07 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42019 members 
Mstep: Class 2 contains 35950 members 
Entering Unmasked Estep 
Score: -15025941.000000 Penalty: 5586.977051
	Iteration 75Q: 3 clusters Score -1.502594e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42050 members 
Mstep: Class 2 contains 35919 members 
Entering Unmasked Estep 
Score: -15025942.000000 Penalty: 5586.977051
	Iteration 76Q: 3 clusters Score -1.502594e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 35900 members 
Entering Unmasked Estep 
Score: -15025920.000000 Penalty: 5586.977051
	Iteration 77Q: 3 clusters Score -1.502592e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42083 members 
Mstep: Class 2 contains 35886 members 
Entering Unmasked Estep 
Score: -15025954.000000 Penalty: 5586.977051
	Iteration 78Q: 3 clusters Score -1.502595e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42104 members 
Mstep: Class 2 contains 35865 members 
Entering Unmasked Estep 
Score: -15025942.000000 Penalty: 5586.977051
	Iteration 79Q: 3 clusters Score -1.502594e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42121 members 
Mstep: Class 2 contains 35848 members 
Entering Unmasked Estep 
Score: -15025939.000000 Penalty: 5586.977051
	Iteration 80F: 3 clusters Score -1.502594e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -15025903.000000 Penalty: 5586.977051
	Iteration 81Q: 3 clusters Score -1.50259e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42133 members 
Mstep: Class 2 contains 35836 members 
Entering Unmasked Estep 
Score: -15025935.000000 Penalty: 5586.977051
	Iteration 82Q: 3 clusters Score -1.502594e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 35842 members 
Entering Unmasked Estep 
Score: -15025943.000000 Penalty: 5586.977051
	Iteration 83Q: 3 clusters Score -1.502594e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42120 members 
Mstep: Class 2 contains 35849 members 
Entering Unmasked Estep 
Score: -15025931.000000 Penalty: 5586.977051
	Iteration 84Q: 3 clusters Score -1.502593e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42123 members 
Mstep: Class 2 contains 35846 members 
Entering Unmasked Estep 
Score: -15025926.000000 Penalty: 5586.977051
	Iteration 85Q: 3 clusters Score -1.502593e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42096 members 
Mstep: Class 2 contains 35873 members 
Entering Unmasked Estep 
Score: -15025922.000000 Penalty: 5586.977051
	Iteration 86Q: 3 clusters Score -1.502592e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 35895 members 
Entering Unmasked Estep 
Score: -15025949.000000 Penalty: 5586.977051
	Iteration 87Q: 3 clusters Score -1.502595e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42047 members 
Mstep: Class 2 contains 35922 members 
Entering Unmasked Estep 
Score: -15025964.000000 Penalty: 5586.977051
	Iteration 88Q: 3 clusters Score -1.502596e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -15025956.000000 Penalty: 5586.977051
	Iteration 89Q: 3 clusters Score -1.502596e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42076 members 
Mstep: Class 2 contains 35893 members 
Entering Unmasked Estep 
Score: -15025957.000000 Penalty: 5586.977051
	Iteration 90Q: 3 clusters Score -1.502596e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42109 members 
Mstep: Class 2 contains 35860 members 
Entering Unmasked Estep 
Score: -15025960.000000 Penalty: 5586.977051
	Iteration 91Q: 3 clusters Score -1.502596e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42134 members 
Mstep: Class 2 contains 35835 members 
Entering Unmasked Estep 
Score: -15025936.000000 Penalty: 5586.977051
	Iteration 92Q: 3 clusters Score -1.502594e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Mstep: Class 2 contains 35816 members 
Entering Unmasked Estep 
Score: -15025946.000000 Penalty: 5586.977051
	Iteration 93Q: 3 clusters Score -1.502595e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42158 members 
Mstep: Class 2 contains 35811 members 
Entering Unmasked Estep 
Score: -15025928.000000 Penalty: 5586.977051
	Iteration 94Q: 3 clusters Score -1.502593e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -15025967.000000 Penalty: 5586.977051
	Iteration 95Q: 3 clusters Score -1.502597e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 35813 members 
Entering Unmasked Estep 
Score: -15025956.000000 Penalty: 5586.977051
	Iteration 96Q: 3 clusters Score -1.502596e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 35812 members 
Entering Unmasked Estep 
Score: -15025954.000000 Penalty: 5586.977051
	Iteration 97Q: 3 clusters Score -1.502595e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42170 members 
Mstep: Class 2 contains 35799 members 
Entering Unmasked Estep 
Score: -15025958.000000 Penalty: 5586.977051
	Iteration 98Q: 3 clusters Score -1.502596e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -15026000.000000 Penalty: 5586.977051
	Iteration 99Q: 3 clusters Score -1.5026e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42166 members 
Mstep: Class 2 contains 35803 members 
Entering Unmasked Estep 
Score: -15025992.000000 Penalty: 5586.977051
	Iteration 100F: 3 clusters Score -1.502599e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42161 members 
Mstep: Class 2 contains 35808 members 
Entering Unmasked Estep 
Score: -15025973.000000 Penalty: 5586.977051
	Iteration 101Q: 3 clusters Score -1.502597e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 35802 members 
Entering Unmasked Estep 
Score: -15025964.000000 Penalty: 5586.977051
	Iteration 102Q: 3 clusters Score -1.502596e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42175 members 
Mstep: Class 2 contains 35794 members 
Entering Unmasked Estep 
Score: -15025980.000000 Penalty: 5586.977051
	Iteration 103Q: 3 clusters Score -1.502598e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42178 members 
Mstep: Class 2 contains 35791 members 
Entering Unmasked Estep 
Score: -15025994.000000 Penalty: 5586.977051
	Iteration 104Q: 3 clusters Score -1.502599e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42185 members 
Mstep: Class 2 contains 35784 members 
Entering Unmasked Estep 
Score: -15025989.000000 Penalty: 5586.977051
	Iteration 105Q: 3 clusters Score -1.502599e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42197 members 
Mstep: Class 2 contains 35772 members 
Entering Unmasked Estep 
Score: -15025997.000000 Penalty: 5586.977051
	Iteration 106Q: 3 clusters Score -1.5026e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 35765 members 
Entering Unmasked Estep 
Score: -15026001.000000 Penalty: 5586.977051
	Iteration 107Q: 3 clusters Score -1.5026e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42217 members 
Mstep: Class 2 contains 35752 members 
Entering Unmasked Estep 
Score: -15026000.000000 Penalty: 5586.977051
	Iteration 108Q: 3 clusters Score -1.5026e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42231 members 
Mstep: Class 2 contains 35738 members 
Entering Unmasked Estep 
Score: -15026010.000000 Penalty: 5586.977051
	Iteration 109Q: 3 clusters Score -1.502601e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42241 members 
Mstep: Class 2 contains 35728 members 
Entering Unmasked Estep 
Score: -15026000.000000 Penalty: 5586.977051
	Iteration 110Q: 3 clusters Score -1.5026e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42254 members 
Mstep: Class 2 contains 35715 members 
Entering Unmasked Estep 
Score: -15025990.000000 Penalty: 5586.977051
	Iteration 111Q: 3 clusters Score -1.502599e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42269 members 
Mstep: Class 2 contains 35700 members 
Entering Unmasked Estep 
Score: -15025980.000000 Penalty: 5586.977051
	Iteration 112Q: 3 clusters Score -1.502598e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42280 members 
Mstep: Class 2 contains 35689 members 
Entering Unmasked Estep 
Score: -15025974.000000 Penalty: 5586.977051
	Iteration 113Q: 3 clusters Score -1.502597e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42295 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -15025978.000000 Penalty: 5586.977051
	Iteration 114Q: 3 clusters Score -1.502598e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42315 members 
Mstep: Class 2 contains 35654 members 
Entering Unmasked Estep 
Score: -15025979.000000 Penalty: 5586.977051
	Iteration 115Q: 3 clusters Score -1.502598e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42341 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -15025971.000000 Penalty: 5586.977051
	Iteration 116Q: 3 clusters Score -1.502597e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42364 members 
Mstep: Class 2 contains 35605 members 
Entering Unmasked Estep 
Score: -15025979.000000 Penalty: 5586.977051
	Iteration 117Q: 3 clusters Score -1.502598e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42390 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -15025970.000000 Penalty: 5586.977051
	Iteration 118Q: 3 clusters Score -1.502597e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42400 members 
Mstep: Class 2 contains 35569 members 
Entering Unmasked Estep 
Score: -15025959.000000 Penalty: 5586.977051
	Iteration 119Q: 3 clusters Score -1.502596e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42414 members 
Mstep: Class 2 contains 35555 members 
Entering Unmasked Estep 
Score: -15025942.000000 Penalty: 5586.977051
	Iteration 120F: 3 clusters Score -1.502594e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42423 members 
Mstep: Class 2 contains 35546 members 
Entering Unmasked Estep 
Score: -15025929.000000 Penalty: 5586.977051
	Iteration 121Q: 3 clusters Score -1.502593e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42442 members 
Mstep: Class 2 contains 35527 members 
Entering Unmasked Estep 
Score: -15025944.000000 Penalty: 5586.977051
	Iteration 122Q: 3 clusters Score -1.502594e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42460 members 
Mstep: Class 2 contains 35509 members 
Entering Unmasked Estep 
Score: -15025934.000000 Penalty: 5586.977051
	Iteration 123Q: 3 clusters Score -1.502593e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42457 members 
Mstep: Class 2 contains 35512 members 
Entering Unmasked Estep 
Score: -15025945.000000 Penalty: 5586.977051
	Iteration 124Q: 3 clusters Score -1.502594e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42468 members 
Mstep: Class 2 contains 35501 members 
Entering Unmasked Estep 
Score: -15025947.000000 Penalty: 5586.977051
	Iteration 125Q: 3 clusters Score -1.502595e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42481 members 
Mstep: Class 2 contains 35488 members 
Entering Unmasked Estep 
Score: -15025948.000000 Penalty: 5586.977051
	Iteration 126Q: 3 clusters Score -1.502595e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42502 members 
Mstep: Class 2 contains 35467 members 
Entering Unmasked Estep 
Score: -15025953.000000 Penalty: 5586.977051
	Iteration 127Q: 3 clusters Score -1.502595e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42526 members 
Mstep: Class 2 contains 35443 members 
Entering Unmasked Estep 
Score: -15025937.000000 Penalty: 5586.977051
	Iteration 128Q: 3 clusters Score -1.502594e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42548 members 
Mstep: Class 2 contains 35421 members 
Entering Unmasked Estep 
Score: -15025937.000000 Penalty: 5586.977051
	Iteration 129Q: 3 clusters Score -1.502594e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42578 members 
Mstep: Class 2 contains 35391 members 
Entering Unmasked Estep 
Score: -15025920.000000 Penalty: 5586.977051
	Iteration 130Q: 3 clusters Score -1.502592e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42593 members 
Mstep: Class 2 contains 35376 members 
Entering Unmasked Estep 
Score: -15025921.000000 Penalty: 5586.977051
	Iteration 131Q: 3 clusters Score -1.502592e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42608 members 
Mstep: Class 2 contains 35361 members 
Entering Unmasked Estep 
Score: -15025882.000000 Penalty: 5586.977051
	Iteration 132Q: 3 clusters Score -1.502588e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42623 members 
Mstep: Class 2 contains 35346 members 
Entering Unmasked Estep 
Score: -15025859.000000 Penalty: 5586.977051
	Iteration 133Q: 3 clusters Score -1.502586e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 35335 members 
Entering Unmasked Estep 
Score: -15025851.000000 Penalty: 5586.977051
	Iteration 134Q: 3 clusters Score -1.502585e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42646 members 
Mstep: Class 2 contains 35323 members 
Entering Unmasked Estep 
Score: -15025850.000000 Penalty: 5586.977051
	Iteration 135Q: 3 clusters Score -1.502585e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42661 members 
Mstep: Class 2 contains 35308 members 
Entering Unmasked Estep 
Score: -15025849.000000 Penalty: 5586.977051
	Iteration 136Q: 3 clusters Score -1.502585e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42673 members 
Mstep: Class 2 contains 35296 members 
Entering Unmasked Estep 
Score: -15025834.000000 Penalty: 5586.977051
	Iteration 137Q: 3 clusters Score -1.502583e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42693 members 
Mstep: Class 2 contains 35276 members 
Entering Unmasked Estep 
Score: -15025850.000000 Penalty: 5586.977051
	Iteration 138Q: 3 clusters Score -1.502585e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -15025823.000000 Penalty: 5586.977051
	Iteration 139Q: 3 clusters Score -1.502582e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42700 members 
Mstep: Class 2 contains 35269 members 
Entering Unmasked Estep 
Score: -15025821.000000 Penalty: 5586.977051
	Iteration 140F: 3 clusters Score -1.502582e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -15025823.000000 Penalty: 5586.977051
	Iteration 141Q: 3 clusters Score -1.502582e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -15025826.000000 Penalty: 5586.977051
	Iteration 142Q: 3 clusters Score -1.502583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42698 members 
Mstep: Class 2 contains 35271 members 
Entering Unmasked Estep 
Score: -15025826.000000 Penalty: 5586.977051
	Iteration 143Q: 3 clusters Score -1.502583e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -15025819.000000 Penalty: 5586.977051
	Iteration 144Q: 3 clusters Score -1.502582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42699 members 
Mstep: Class 2 contains 35270 members 
Entering Unmasked Estep 
Score: -15025819.000000 Penalty: 5586.977051
	Iteration 145F: 3 clusters Score -1.502582e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 92378 members 
Mstep: Class 9 contains 115455 members 
Mstep: Class 10 contains 50774 members 
Mstep: Class 11 contains 67616 members 
Mstep: Class 12 contains 98212 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 35270 members 
Entering Unmasked Estep 
Score: -207460528.000000 Penalty: 89791.445312
Splitting cluster 7 changes total score from -207356240.000000 to -207460528.000000
So it's getting split into cluster 26.
Entering ConstructFrom: 
Trying to split cluster 8 (92378 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92378 members 
Entering Unmasked Estep 
Score: -16966784.000000 Penalty: 2835.543701
	Iteration 0F: 2 clusters Score -1.696678e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46281 members 
Mstep: Class 2 contains 46097 members 
Entering Unmasked Estep 
Score: -16945598.000000 Penalty: 5671.087402
	Iteration 0F: 3 clusters Score -1.69456e+07 nChanged 43732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47103 members 
Mstep: Class 2 contains 45275 members 
Entering Unmasked Estep 
Score: -16970520.000000 Penalty: 5671.087402
	Iteration 1F: 3 clusters Score -1.697052e+07 nChanged 3729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47680 members 
Mstep: Class 2 contains 44698 members 
Entering Unmasked Estep 
Score: -16971546.000000 Penalty: 5671.087402
	Iteration 2Q: 3 clusters Score -1.697155e+07 nChanged 4114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48436 members 
Mstep: Class 2 contains 43942 members 
Entering Unmasked Estep 
Score: -16973034.000000 Penalty: 5671.087402
	Iteration 3Q: 3 clusters Score -1.697303e+07 nChanged 4727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49255 members 
Mstep: Class 2 contains 43123 members 
Entering Unmasked Estep 
Score: -16974994.000000 Penalty: 5671.087402
	Iteration 4F: 3 clusters Score -1.697499e+07 nChanged 5580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49965 members 
Mstep: Class 2 contains 42413 members 
Entering Unmasked Estep 
Score: -16978194.000000 Penalty: 5671.087402
	Iteration 5F: 3 clusters Score -1.697819e+07 nChanged 6308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50199 members 
Mstep: Class 2 contains 42179 members 
Entering Unmasked Estep 
Score: -16982684.000000 Penalty: 5671.087402
	Iteration 6F: 3 clusters Score -1.698268e+07 nChanged 6820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49697 members 
Mstep: Class 2 contains 42681 members 
Entering Unmasked Estep 
Score: -16987380.000000 Penalty: 5671.087402
	Iteration 7F: 3 clusters Score -1.698738e+07 nChanged 5734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48495 members 
Mstep: Class 2 contains 43883 members 
Entering Unmasked Estep 
Score: -16990040.000000 Penalty: 5671.087402
	Iteration 8F: 3 clusters Score -1.699004e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46897 members 
Mstep: Class 2 contains 45481 members 
Entering Unmasked Estep 
Score: -16990870.000000 Penalty: 5671.087402
	Iteration 9Q: 3 clusters Score -1.699087e+07 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45094 members 
Mstep: Class 2 contains 47284 members 
Entering Unmasked Estep 
Score: -16991298.000000 Penalty: 5671.087402
	Iteration 10Q: 3 clusters Score -1.69913e+07 nChanged 2132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43230 members 
Mstep: Class 2 contains 49148 members 
Entering Unmasked Estep 
Score: -16991628.000000 Penalty: 5671.087402
	Iteration 11Q: 3 clusters Score -1.699163e+07 nChanged 2037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41479 members 
Mstep: Class 2 contains 50899 members 
Entering Unmasked Estep 
Score: -16991708.000000 Penalty: 5671.087402
	Iteration 12Q: 3 clusters Score -1.699171e+07 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39880 members 
Mstep: Class 2 contains 52498 members 
Entering Unmasked Estep 
Score: -16991570.000000 Penalty: 5671.087402
	Iteration 13Q: 3 clusters Score -1.699157e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38588 members 
Mstep: Class 2 contains 53790 members 
Entering Unmasked Estep 
Score: -16991294.000000 Penalty: 5671.087402
	Iteration 14Q: 3 clusters Score -1.699129e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37521 members 
Mstep: Class 2 contains 54857 members 
Entering Unmasked Estep 
Score: -16991016.000000 Penalty: 5671.087402
	Iteration 15Q: 3 clusters Score -1.699102e+07 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36694 members 
Mstep: Class 2 contains 55684 members 
Entering Unmasked Estep 
Score: -16990724.000000 Penalty: 5671.087402
	Iteration 16Q: 3 clusters Score -1.699072e+07 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35995 members 
Mstep: Class 2 contains 56383 members 
Entering Unmasked Estep 
Score: -16990340.000000 Penalty: 5671.087402
	Iteration 17Q: 3 clusters Score -1.699034e+07 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35567 members 
Mstep: Class 2 contains 56811 members 
Entering Unmasked Estep 
Score: -16990038.000000 Penalty: 5671.087402
	Iteration 18Q: 3 clusters Score -1.699004e+07 nChanged 1460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35301 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -16989858.000000 Penalty: 5671.087402
	Iteration 19Q: 3 clusters Score -1.698986e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35201 members 
Mstep: Class 2 contains 57177 members 
Entering Unmasked Estep 
Score: -16989678.000000 Penalty: 5671.087402
	Iteration 20F: 3 clusters Score -1.698968e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -16989460.000000 Penalty: 5671.087402
	Iteration 21Q: 3 clusters Score -1.698946e+07 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35237 members 
Mstep: Class 2 contains 57141 members 
Entering Unmasked Estep 
Score: -16989372.000000 Penalty: 5671.087402
	Iteration 22Q: 3 clusters Score -1.698937e+07 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35387 members 
Mstep: Class 2 contains 56991 members 
Entering Unmasked Estep 
Score: -16989376.000000 Penalty: 5671.087402
	Iteration 23Q: 3 clusters Score -1.698938e+07 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35661 members 
Mstep: Class 2 contains 56717 members 
Entering Unmasked Estep 
Score: -16989366.000000 Penalty: 5671.087402
	Iteration 24Q: 3 clusters Score -1.698937e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 56378 members 
Entering Unmasked Estep 
Score: -16989486.000000 Penalty: 5671.087402
	Iteration 25Q: 3 clusters Score -1.698949e+07 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36366 members 
Mstep: Class 2 contains 56012 members 
Entering Unmasked Estep 
Score: -16989716.000000 Penalty: 5671.087402
	Iteration 26Q: 3 clusters Score -1.698972e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36760 members 
Mstep: Class 2 contains 55618 members 
Entering Unmasked Estep 
Score: -16989958.000000 Penalty: 5671.087402
	Iteration 27Q: 3 clusters Score -1.698996e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37182 members 
Mstep: Class 2 contains 55196 members 
Entering Unmasked Estep 
Score: -16990150.000000 Penalty: 5671.087402
	Iteration 28Q: 3 clusters Score -1.699015e+07 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 54816 members 
Entering Unmasked Estep 
Score: -16990322.000000 Penalty: 5671.087402
	Iteration 29Q: 3 clusters Score -1.699032e+07 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -16990464.000000 Penalty: 5671.087402
	Iteration 30Q: 3 clusters Score -1.699046e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38341 members 
Mstep: Class 2 contains 54037 members 
Entering Unmasked Estep 
Score: -16990682.000000 Penalty: 5671.087402
	Iteration 31Q: 3 clusters Score -1.699068e+07 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38706 members 
Mstep: Class 2 contains 53672 members 
Entering Unmasked Estep 
Score: -16990840.000000 Penalty: 5671.087402
	Iteration 32Q: 3 clusters Score -1.699084e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38991 members 
Mstep: Class 2 contains 53387 members 
Entering Unmasked Estep 
Score: -16990950.000000 Penalty: 5671.087402
	Iteration 33Q: 3 clusters Score -1.699095e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39229 members 
Mstep: Class 2 contains 53149 members 
Entering Unmasked Estep 
Score: -16991000.000000 Penalty: 5671.087402
	Iteration 34Q: 3 clusters Score -1.6991e+07 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39428 members 
Mstep: Class 2 contains 52950 members 
Entering Unmasked Estep 
Score: -16991156.000000 Penalty: 5671.087402
	Iteration 35Q: 3 clusters Score -1.699116e+07 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39566 members 
Mstep: Class 2 contains 52812 members 
Entering Unmasked Estep 
Score: -16991314.000000 Penalty: 5671.087402
	Iteration 36Q: 3 clusters Score -1.699131e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 52674 members 
Entering Unmasked Estep 
Score: -16991364.000000 Penalty: 5671.087402
	Iteration 37Q: 3 clusters Score -1.699136e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39874 members 
Mstep: Class 2 contains 52504 members 
Entering Unmasked Estep 
Score: -16991486.000000 Penalty: 5671.087402
	Iteration 38Q: 3 clusters Score -1.699149e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 52321 members 
Entering Unmasked Estep 
Score: -16991648.000000 Penalty: 5671.087402
	Iteration 39Q: 3 clusters Score -1.699165e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40220 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -16991732.000000 Penalty: 5671.087402
	Iteration 40F: 3 clusters Score -1.699173e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40367 members 
Mstep: Class 2 contains 52011 members 
Entering Unmasked Estep 
Score: -16991808.000000 Penalty: 5671.087402
	Iteration 41Q: 3 clusters Score -1.699181e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40486 members 
Mstep: Class 2 contains 51892 members 
Entering Unmasked Estep 
Score: -16991906.000000 Penalty: 5671.087402
	Iteration 42Q: 3 clusters Score -1.699191e+07 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 51803 members 
Entering Unmasked Estep 
Score: -16992064.000000 Penalty: 5671.087402
	Iteration 43Q: 3 clusters Score -1.699206e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40612 members 
Mstep: Class 2 contains 51766 members 
Entering Unmasked Estep 
Score: -16992140.000000 Penalty: 5671.087402
	Iteration 44Q: 3 clusters Score -1.699214e+07 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40648 members 
Mstep: Class 2 contains 51730 members 
Entering Unmasked Estep 
Score: -16992218.000000 Penalty: 5671.087402
	Iteration 45Q: 3 clusters Score -1.699222e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40679 members 
Mstep: Class 2 contains 51699 members 
Entering Unmasked Estep 
Score: -16992306.000000 Penalty: 5671.087402
	Iteration 46Q: 3 clusters Score -1.699231e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -16992342.000000 Penalty: 5671.087402
	Iteration 47Q: 3 clusters Score -1.699234e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40652 members 
Mstep: Class 2 contains 51726 members 
Entering Unmasked Estep 
Score: -16992408.000000 Penalty: 5671.087402
	Iteration 48Q: 3 clusters Score -1.699241e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40614 members 
Mstep: Class 2 contains 51764 members 
Entering Unmasked Estep 
Score: -16992426.000000 Penalty: 5671.087402
	Iteration 49Q: 3 clusters Score -1.699243e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 51815 members 
Entering Unmasked Estep 
Score: -16992440.000000 Penalty: 5671.087402
	Iteration 50Q: 3 clusters Score -1.699244e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40489 members 
Mstep: Class 2 contains 51889 members 
Entering Unmasked Estep 
Score: -16992468.000000 Penalty: 5671.087402
	Iteration 51Q: 3 clusters Score -1.699247e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40456 members 
Mstep: Class 2 contains 51922 members 
Entering Unmasked Estep 
Score: -16992504.000000 Penalty: 5671.087402
	Iteration 52Q: 3 clusters Score -1.69925e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40432 members 
Mstep: Class 2 contains 51946 members 
Entering Unmasked Estep 
Score: -16992552.000000 Penalty: 5671.087402
	Iteration 53Q: 3 clusters Score -1.699255e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40390 members 
Mstep: Class 2 contains 51988 members 
Entering Unmasked Estep 
Score: -16992542.000000 Penalty: 5671.087402
	Iteration 54Q: 3 clusters Score -1.699254e+07 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -16992568.000000 Penalty: 5671.087402
	Iteration 55Q: 3 clusters Score -1.699257e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40351 members 
Mstep: Class 2 contains 52027 members 
Entering Unmasked Estep 
Score: -16992606.000000 Penalty: 5671.087402
	Iteration 56Q: 3 clusters Score -1.699261e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -16992578.000000 Penalty: 5671.087402
	Iteration 57Q: 3 clusters Score -1.699258e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40334 members 
Mstep: Class 2 contains 52044 members 
Entering Unmasked Estep 
Score: -16992654.000000 Penalty: 5671.087402
	Iteration 58Q: 3 clusters Score -1.699265e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40314 members 
Mstep: Class 2 contains 52064 members 
Entering Unmasked Estep 
Score: -16992640.000000 Penalty: 5671.087402
	Iteration 59Q: 3 clusters Score -1.699264e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40283 members 
Mstep: Class 2 contains 52095 members 
Entering Unmasked Estep 
Score: -16992642.000000 Penalty: 5671.087402
	Iteration 60F: 3 clusters Score -1.699264e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -16992698.000000 Penalty: 5671.087402
	Iteration 61Q: 3 clusters Score -1.69927e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 52125 members 
Entering Unmasked Estep 
Score: -16992718.000000 Penalty: 5671.087402
	Iteration 62Q: 3 clusters Score -1.699272e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -16992732.000000 Penalty: 5671.087402
	Iteration 63Q: 3 clusters Score -1.699273e+07 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40289 members 
Mstep: Class 2 contains 52089 members 
Entering Unmasked Estep 
Score: -16992766.000000 Penalty: 5671.087402
	Iteration 64Q: 3 clusters Score -1.699277e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40323 members 
Mstep: Class 2 contains 52055 members 
Entering Unmasked Estep 
Score: -16992806.000000 Penalty: 5671.087402
	Iteration 65Q: 3 clusters Score -1.699281e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40354 members 
Mstep: Class 2 contains 52024 members 
Entering Unmasked Estep 
Score: -16992848.000000 Penalty: 5671.087402
	Iteration 66Q: 3 clusters Score -1.699285e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Mstep: Class 2 contains 52005 members 
Entering Unmasked Estep 
Score: -16992830.000000 Penalty: 5671.087402
	Iteration 67Q: 3 clusters Score -1.699283e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40385 members 
Mstep: Class 2 contains 51993 members 
Entering Unmasked Estep 
Score: -16992926.000000 Penalty: 5671.087402
	Iteration 68Q: 3 clusters Score -1.699293e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 51986 members 
Entering Unmasked Estep 
Score: -16992978.000000 Penalty: 5671.087402
	Iteration 69Q: 3 clusters Score -1.699298e+07 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40395 members 
Mstep: Class 2 contains 51983 members 
Entering Unmasked Estep 
Score: -16993050.000000 Penalty: 5671.087402
	Iteration 70Q: 3 clusters Score -1.699305e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40406 members 
Mstep: Class 2 contains 51972 members 
Entering Unmasked Estep 
Score: -16993094.000000 Penalty: 5671.087402
	Iteration 71Q: 3 clusters Score -1.699309e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -16993136.000000 Penalty: 5671.087402
	Iteration 72Q: 3 clusters Score -1.699314e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 51944 members 
Entering Unmasked Estep 
Score: -16993164.000000 Penalty: 5671.087402
	Iteration 73Q: 3 clusters Score -1.699316e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40428 members 
Mstep: Class 2 contains 51950 members 
Entering Unmasked Estep 
Score: -16993196.000000 Penalty: 5671.087402
	Iteration 74Q: 3 clusters Score -1.69932e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -16993214.000000 Penalty: 5671.087402
	Iteration 75Q: 3 clusters Score -1.699321e+07 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40391 members 
Mstep: Class 2 contains 51987 members 
Entering Unmasked Estep 
Score: -16993214.000000 Penalty: 5671.087402
	Iteration 76Q: 3 clusters Score -1.699321e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40355 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -16993214.000000 Penalty: 5671.087402
	Iteration 77Q: 3 clusters Score -1.699321e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40340 members 
Mstep: Class 2 contains 52038 members 
Entering Unmasked Estep 
Score: -16993256.000000 Penalty: 5671.087402
	Iteration 78Q: 3 clusters Score -1.699326e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40333 members 
Mstep: Class 2 contains 52045 members 
Entering Unmasked Estep 
Score: -16993292.000000 Penalty: 5671.087402
	Iteration 79Q: 3 clusters Score -1.699329e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40312 members 
Mstep: Class 2 contains 52066 members 
Entering Unmasked Estep 
Score: -16993354.000000 Penalty: 5671.087402
	Iteration 80F: 3 clusters Score -1.699335e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40280 members 
Mstep: Class 2 contains 52098 members 
Entering Unmasked Estep 
Score: -16993304.000000 Penalty: 5671.087402
	Iteration 81Q: 3 clusters Score -1.69933e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40265 members 
Mstep: Class 2 contains 52113 members 
Entering Unmasked Estep 
Score: -16993322.000000 Penalty: 5671.087402
	Iteration 82Q: 3 clusters Score -1.699332e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40249 members 
Mstep: Class 2 contains 52129 members 
Entering Unmasked Estep 
Score: -16993316.000000 Penalty: 5671.087402
	Iteration 83Q: 3 clusters Score -1.699332e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40211 members 
Mstep: Class 2 contains 52167 members 
Entering Unmasked Estep 
Score: -16993316.000000 Penalty: 5671.087402
	Iteration 84Q: 3 clusters Score -1.699332e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -16993286.000000 Penalty: 5671.087402
	Iteration 85Q: 3 clusters Score -1.699329e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40199 members 
Mstep: Class 2 contains 52179 members 
Entering Unmasked Estep 
Score: -16993328.000000 Penalty: 5671.087402
	Iteration 86Q: 3 clusters Score -1.699333e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -16993342.000000 Penalty: 5671.087402
	Iteration 87Q: 3 clusters Score -1.699334e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40174 members 
Mstep: Class 2 contains 52204 members 
Entering Unmasked Estep 
Score: -16993356.000000 Penalty: 5671.087402
	Iteration 88Q: 3 clusters Score -1.699336e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40191 members 
Mstep: Class 2 contains 52187 members 
Entering Unmasked Estep 
Score: -16993348.000000 Penalty: 5671.087402
	Iteration 89Q: 3 clusters Score -1.699335e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40178 members 
Mstep: Class 2 contains 52200 members 
Entering Unmasked Estep 
Score: -16993362.000000 Penalty: 5671.087402
	Iteration 90Q: 3 clusters Score -1.699336e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40181 members 
Mstep: Class 2 contains 52197 members 
Entering Unmasked Estep 
Score: -16993380.000000 Penalty: 5671.087402
	Iteration 91Q: 3 clusters Score -1.699338e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40186 members 
Mstep: Class 2 contains 52192 members 
Entering Unmasked Estep 
Score: -16993374.000000 Penalty: 5671.087402
	Iteration 92Q: 3 clusters Score -1.699337e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40205 members 
Mstep: Class 2 contains 52173 members 
Entering Unmasked Estep 
Score: -16993384.000000 Penalty: 5671.087402
	Iteration 93Q: 3 clusters Score -1.699338e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 52155 members 
Entering Unmasked Estep 
Score: -16993422.000000 Penalty: 5671.087402
	Iteration 94Q: 3 clusters Score -1.699342e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40233 members 
Mstep: Class 2 contains 52145 members 
Entering Unmasked Estep 
Score: -16993394.000000 Penalty: 5671.087402
	Iteration 95Q: 3 clusters Score -1.699339e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40247 members 
Mstep: Class 2 contains 52131 members 
Entering Unmasked Estep 
Score: -16993408.000000 Penalty: 5671.087402
	Iteration 96Q: 3 clusters Score -1.699341e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 52124 members 
Entering Unmasked Estep 
Score: -16993410.000000 Penalty: 5671.087402
	Iteration 97Q: 3 clusters Score -1.699341e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 52112 members 
Entering Unmasked Estep 
Score: -16993426.000000 Penalty: 5671.087402
	Iteration 98Q: 3 clusters Score -1.699343e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 52108 members 
Entering Unmasked Estep 
Score: -16993424.000000 Penalty: 5671.087402
	Iteration 99Q: 3 clusters Score -1.699342e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40278 members 
Mstep: Class 2 contains 52100 members 
Entering Unmasked Estep 
Score: -16993438.000000 Penalty: 5671.087402
	Iteration 100F: 3 clusters Score -1.699344e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40284 members 
Mstep: Class 2 contains 52094 members 
Entering Unmasked Estep 
Score: -16993466.000000 Penalty: 5671.087402
	Iteration 101Q: 3 clusters Score -1.699347e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40286 members 
Mstep: Class 2 contains 52092 members 
Entering Unmasked Estep 
Score: -16993462.000000 Penalty: 5671.087402
	Iteration 102Q: 3 clusters Score -1.699346e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40295 members 
Mstep: Class 2 contains 52083 members 
Entering Unmasked Estep 
Score: -16993470.000000 Penalty: 5671.087402
	Iteration 103Q: 3 clusters Score -1.699347e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -16993480.000000 Penalty: 5671.087402
	Iteration 104Q: 3 clusters Score -1.699348e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40293 members 
Mstep: Class 2 contains 52085 members 
Entering Unmasked Estep 
Score: -16993486.000000 Penalty: 5671.087402
	Iteration 105Q: 3 clusters Score -1.699349e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40309 members 
Mstep: Class 2 contains 52069 members 
Entering Unmasked Estep 
Score: -16993488.000000 Penalty: 5671.087402
	Iteration 106Q: 3 clusters Score -1.699349e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40328 members 
Mstep: Class 2 contains 52050 members 
Entering Unmasked Estep 
Score: -16993502.000000 Penalty: 5671.087402
	Iteration 107Q: 3 clusters Score -1.69935e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40352 members 
Mstep: Class 2 contains 52026 members 
Entering Unmasked Estep 
Score: -16993512.000000 Penalty: 5671.087402
	Iteration 108Q: 3 clusters Score -1.699351e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40377 members 
Mstep: Class 2 contains 52001 members 
Entering Unmasked Estep 
Score: -16993534.000000 Penalty: 5671.087402
	Iteration 109Q: 3 clusters Score -1.699353e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40396 members 
Mstep: Class 2 contains 51982 members 
Entering Unmasked Estep 
Score: -16993536.000000 Penalty: 5671.087402
	Iteration 110Q: 3 clusters Score -1.699354e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 51965 members 
Entering Unmasked Estep 
Score: -16993554.000000 Penalty: 5671.087402
	Iteration 111Q: 3 clusters Score -1.699355e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40442 members 
Mstep: Class 2 contains 51936 members 
Entering Unmasked Estep 
Score: -16993566.000000 Penalty: 5671.087402
	Iteration 112Q: 3 clusters Score -1.699357e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40463 members 
Mstep: Class 2 contains 51915 members 
Entering Unmasked Estep 
Score: -16993598.000000 Penalty: 5671.087402
	Iteration 113Q: 3 clusters Score -1.69936e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40492 members 
Mstep: Class 2 contains 51886 members 
Entering Unmasked Estep 
Score: -16993600.000000 Penalty: 5671.087402
	Iteration 114Q: 3 clusters Score -1.69936e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40498 members 
Mstep: Class 2 contains 51880 members 
Entering Unmasked Estep 
Score: -16993622.000000 Penalty: 5671.087402
	Iteration 115Q: 3 clusters Score -1.699362e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 51863 members 
Entering Unmasked Estep 
Score: -16993650.000000 Penalty: 5671.087402
	Iteration 116Q: 3 clusters Score -1.699365e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40528 members 
Mstep: Class 2 contains 51850 members 
Entering Unmasked Estep 
Score: -16993672.000000 Penalty: 5671.087402
	Iteration 117Q: 3 clusters Score -1.699367e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40552 members 
Mstep: Class 2 contains 51826 members 
Entering Unmasked Estep 
Score: -16993692.000000 Penalty: 5671.087402
	Iteration 118Q: 3 clusters Score -1.699369e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40567 members 
Mstep: Class 2 contains 51811 members 
Entering Unmasked Estep 
Score: -16993710.000000 Penalty: 5671.087402
	Iteration 119Q: 3 clusters Score -1.699371e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -16993718.000000 Penalty: 5671.087402
	Iteration 120F: 3 clusters Score -1.699372e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Mstep: Class 2 contains 51778 members 
Entering Unmasked Estep 
Score: -16993730.000000 Penalty: 5671.087402
	Iteration 121Q: 3 clusters Score -1.699373e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40631 members 
Mstep: Class 2 contains 51747 members 
Entering Unmasked Estep 
Score: -16993760.000000 Penalty: 5671.087402
	Iteration 122Q: 3 clusters Score -1.699376e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40658 members 
Mstep: Class 2 contains 51720 members 
Entering Unmasked Estep 
Score: -16993776.000000 Penalty: 5671.087402
	Iteration 123Q: 3 clusters Score -1.699378e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40678 members 
Mstep: Class 2 contains 51700 members 
Entering Unmasked Estep 
Score: -16993798.000000 Penalty: 5671.087402
	Iteration 124Q: 3 clusters Score -1.69938e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -16993788.000000 Penalty: 5671.087402
	Iteration 125Q: 3 clusters Score -1.699379e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 51686 members 
Entering Unmasked Estep 
Score: -16993804.000000 Penalty: 5671.087402
	Iteration 126Q: 3 clusters Score -1.69938e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40691 members 
Mstep: Class 2 contains 51687 members 
Entering Unmasked Estep 
Score: -16993830.000000 Penalty: 5671.087402
	Iteration 127Q: 3 clusters Score -1.699383e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40694 members 
Mstep: Class 2 contains 51684 members 
Entering Unmasked Estep 
Score: -16993830.000000 Penalty: 5671.087402
	Iteration 128Q: 3 clusters Score -1.699383e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40714 members 
Mstep: Class 2 contains 51664 members 
Entering Unmasked Estep 
Score: -16993844.000000 Penalty: 5671.087402
	Iteration 129Q: 3 clusters Score -1.699384e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 51652 members 
Entering Unmasked Estep 
Score: -16993850.000000 Penalty: 5671.087402
	Iteration 130Q: 3 clusters Score -1.699385e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 51641 members 
Entering Unmasked Estep 
Score: -16993850.000000 Penalty: 5671.087402
	Iteration 131Q: 3 clusters Score -1.699385e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40744 members 
Mstep: Class 2 contains 51634 members 
Entering Unmasked Estep 
Score: -16993840.000000 Penalty: 5671.087402
	Iteration 132Q: 3 clusters Score -1.699384e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40749 members 
Mstep: Class 2 contains 51629 members 
Entering Unmasked Estep 
Score: -16993832.000000 Penalty: 5671.087402
	Iteration 133Q: 3 clusters Score -1.699383e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 51623 members 
Entering Unmasked Estep 
Score: -16993842.000000 Penalty: 5671.087402
	Iteration 134Q: 3 clusters Score -1.699384e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40750 members 
Mstep: Class 2 contains 51628 members 
Entering Unmasked Estep 
Score: -16993850.000000 Penalty: 5671.087402
	Iteration 135Q: 3 clusters Score -1.699385e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40746 members 
Mstep: Class 2 contains 51632 members 
Entering Unmasked Estep 
Score: -16993842.000000 Penalty: 5671.087402
	Iteration 136Q: 3 clusters Score -1.699384e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 51630 members 
Entering Unmasked Estep 
Score: -16993836.000000 Penalty: 5671.087402
	Iteration 137Q: 3 clusters Score -1.699384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40752 members 
Mstep: Class 2 contains 51626 members 
Entering Unmasked Estep 
Score: -16993846.000000 Penalty: 5671.087402
	Iteration 138Q: 3 clusters Score -1.699385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40757 members 
Mstep: Class 2 contains 51621 members 
Entering Unmasked Estep 
Score: -16993844.000000 Penalty: 5671.087402
	Iteration 139Q: 3 clusters Score -1.699384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40763 members 
Mstep: Class 2 contains 51615 members 
Entering Unmasked Estep 
Score: -16993842.000000 Penalty: 5671.087402
	Iteration 140F: 3 clusters Score -1.699384e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40766 members 
Mstep: Class 2 contains 51612 members 
Entering Unmasked Estep 
Score: -16993836.000000 Penalty: 5671.087402
	Iteration 141Q: 3 clusters Score -1.699384e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40770 members 
Mstep: Class 2 contains 51608 members 
Entering Unmasked Estep 
Score: -16993836.000000 Penalty: 5671.087402
	Iteration 142Q: 3 clusters Score -1.699384e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -16993840.000000 Penalty: 5671.087402
	Iteration 143Q: 3 clusters Score -1.699384e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -16993850.000000 Penalty: 5671.087402
	Iteration 144Q: 3 clusters Score -1.699385e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40773 members 
Mstep: Class 2 contains 51605 members 
Entering Unmasked Estep 
Score: -16993846.000000 Penalty: 5671.087402
	Iteration 145Q: 3 clusters Score -1.699385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40775 members 
Mstep: Class 2 contains 51603 members 
Entering Unmasked Estep 
Score: -16993848.000000 Penalty: 5671.087402
	Iteration 146Q: 3 clusters Score -1.699385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40772 members 
Mstep: Class 2 contains 51606 members 
Entering Unmasked Estep 
Score: -16993850.000000 Penalty: 5671.087402
	Iteration 147Q: 3 clusters Score -1.699385e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40774 members 
Mstep: Class 2 contains 51604 members 
Entering Unmasked Estep 
Score: -16993850.000000 Penalty: 5671.087402
	Iteration 148Q: 3 clusters Score -1.699385e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 51599 members 
Entering Unmasked Estep 
Score: -16993864.000000 Penalty: 5671.087402
	Iteration 149Q: 3 clusters Score -1.699386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -16993854.000000 Penalty: 5671.087402
	Iteration 150Q: 3 clusters Score -1.699385e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -16993862.000000 Penalty: 5671.087402
	Iteration 151Q: 3 clusters Score -1.699386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -16993880.000000 Penalty: 5671.087402
	Iteration 152Q: 3 clusters Score -1.699388e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -16993860.000000 Penalty: 5671.087402
	Iteration 153Q: 3 clusters Score -1.699386e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -16993872.000000 Penalty: 5671.087402
	Iteration 154Q: 3 clusters Score -1.699387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -16993880.000000 Penalty: 5671.087402
	Iteration 155Q: 3 clusters Score -1.699388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 51597 members 
Entering Unmasked Estep 
Score: -16993882.000000 Penalty: 5671.087402
	Iteration 156Q: 3 clusters Score -1.699388e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40782 members 
Mstep: Class 2 contains 51596 members 
Entering Unmasked Estep 
Score: -16993874.000000 Penalty: 5671.087402
	Iteration 157Q: 3 clusters Score -1.699387e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -16993862.000000 Penalty: 5671.087402
	Iteration 158Q: 3 clusters Score -1.699386e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -16993858.000000 Penalty: 5671.087402
	Iteration 159Q: 3 clusters Score -1.699386e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40787 members 
Mstep: Class 2 contains 51591 members 
Entering Unmasked Estep 
Score: -16993868.000000 Penalty: 5671.087402
	Iteration 160F: 3 clusters Score -1.699387e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40790 members 
Mstep: Class 2 contains 51588 members 
Entering Unmasked Estep 
Score: -16993858.000000 Penalty: 5671.087402
	Iteration 161Q: 3 clusters Score -1.699386e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 51584 members 
Entering Unmasked Estep 
Score: -16993868.000000 Penalty: 5671.087402
	Iteration 162Q: 3 clusters Score -1.699387e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40799 members 
Mstep: Class 2 contains 51579 members 
Entering Unmasked Estep 
Score: -16993864.000000 Penalty: 5671.087402
	Iteration 163Q: 3 clusters Score -1.699386e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40802 members 
Mstep: Class 2 contains 51576 members 
Entering Unmasked Estep 
Score: -16993856.000000 Penalty: 5671.087402
	Iteration 164Q: 3 clusters Score -1.699386e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -16993868.000000 Penalty: 5671.087402
	Iteration 165Q: 3 clusters Score -1.699387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -16993860.000000 Penalty: 5671.087402
	Iteration 166Q: 3 clusters Score -1.699386e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40804 members 
Mstep: Class 2 contains 51574 members 
Entering Unmasked Estep 
Score: -16993866.000000 Penalty: 5671.087402
	Iteration 167Q: 3 clusters Score -1.699387e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -16993860.000000 Penalty: 5671.087402
	Iteration 168Q: 3 clusters Score -1.699386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40805 members 
Mstep: Class 2 contains 51573 members 
Entering Unmasked Estep 
Score: -16993860.000000 Penalty: 5671.087402
	Iteration 169F: 3 clusters Score -1.699386e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 115455 members 
Mstep: Class 10 contains 50774 members 
Mstep: Class 11 contains 67616 members 
Mstep: Class 12 contains 98212 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 35270 members 
Mstep: Class 27 contains 51573 members 
Entering Unmasked Estep 
Score: -207499008.000000 Penalty: 93244.960938
Splitting cluster 8 changes total score from -207356240.000000 to -207499008.000000
So it's getting split into cluster 27.
Entering ConstructFrom: 
Trying to split cluster 9 (115455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115455 members 
Entering Unmasked Estep 
Score: -21571192.000000 Penalty: 2890.845703
	Iteration 0F: 2 clusters Score -2.157119e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57668 members 
Mstep: Class 2 contains 57787 members 
Entering Unmasked Estep 
Score: -21546802.000000 Penalty: 5781.691406
	Iteration 0F: 3 clusters Score -2.15468e+07 nChanged 54944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57198 members 
Mstep: Class 2 contains 58257 members 
Entering Unmasked Estep 
Score: -21578346.000000 Penalty: 5781.691406
	Iteration 1F: 3 clusters Score -2.157835e+07 nChanged 4396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56956 members 
Mstep: Class 2 contains 58499 members 
Entering Unmasked Estep 
Score: -21579424.000000 Penalty: 5781.691406
	Iteration 2Q: 3 clusters Score -2.157942e+07 nChanged 4560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56762 members 
Mstep: Class 2 contains 58693 members 
Entering Unmasked Estep 
Score: -21580896.000000 Penalty: 5781.691406
	Iteration 3Q: 3 clusters Score -2.15809e+07 nChanged 5011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56621 members 
Mstep: Class 2 contains 58834 members 
Entering Unmasked Estep 
Score: -21582818.000000 Penalty: 5781.691406
	Iteration 4Q: 3 clusters Score -2.158282e+07 nChanged 5367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56546 members 
Mstep: Class 2 contains 58909 members 
Entering Unmasked Estep 
Score: -21585226.000000 Penalty: 5781.691406
	Iteration 5Q: 3 clusters Score -2.158523e+07 nChanged 5804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56574 members 
Mstep: Class 2 contains 58881 members 
Entering Unmasked Estep 
Score: -21588096.000000 Penalty: 5781.691406
	Iteration 6F: 3 clusters Score -2.15881e+07 nChanged 6009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56581 members 
Mstep: Class 2 contains 58874 members 
Entering Unmasked Estep 
Score: -21591172.000000 Penalty: 5781.691406
	Iteration 7F: 3 clusters Score -2.159117e+07 nChanged 6199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56434 members 
Mstep: Class 2 contains 59021 members 
Entering Unmasked Estep 
Score: -21594386.000000 Penalty: 5781.691406
	Iteration 8F: 3 clusters Score -2.159439e+07 nChanged 6016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55870 members 
Mstep: Class 2 contains 59585 members 
Entering Unmasked Estep 
Score: -21597444.000000 Penalty: 5781.691406
	Iteration 9F: 3 clusters Score -2.159744e+07 nChanged 5610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 60563 members 
Entering Unmasked Estep 
Score: -21600046.000000 Penalty: 5781.691406
	Iteration 10Q: 3 clusters Score -2.160005e+07 nChanged 4645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53813 members 
Mstep: Class 2 contains 61642 members 
Entering Unmasked Estep 
Score: -21601836.000000 Penalty: 5781.691406
	Iteration 11Q: 3 clusters Score -2.160184e+07 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 62792 members 
Entering Unmasked Estep 
Score: -21602366.000000 Penalty: 5781.691406
	Iteration 12Q: 3 clusters Score -2.160237e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51597 members 
Mstep: Class 2 contains 63858 members 
Entering Unmasked Estep 
Score: -21602706.000000 Penalty: 5781.691406
	Iteration 13Q: 3 clusters Score -2.160271e+07 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50618 members 
Mstep: Class 2 contains 64837 members 
Entering Unmasked Estep 
Score: -21602516.000000 Penalty: 5781.691406
	Iteration 14Q: 3 clusters Score -2.160252e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 65623 members 
Entering Unmasked Estep 
Score: -21602424.000000 Penalty: 5781.691406
	Iteration 15Q: 3 clusters Score -2.160242e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49204 members 
Mstep: Class 2 contains 66251 members 
Entering Unmasked Estep 
Score: -21602328.000000 Penalty: 5781.691406
	Iteration 16Q: 3 clusters Score -2.160233e+07 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48773 members 
Mstep: Class 2 contains 66682 members 
Entering Unmasked Estep 
Score: -21602184.000000 Penalty: 5781.691406
	Iteration 17Q: 3 clusters Score -2.160218e+07 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48526 members 
Mstep: Class 2 contains 66929 members 
Entering Unmasked Estep 
Score: -21602052.000000 Penalty: 5781.691406
	Iteration 18Q: 3 clusters Score -2.160205e+07 nChanged 1518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48454 members 
Mstep: Class 2 contains 67001 members 
Entering Unmasked Estep 
Score: -21602044.000000 Penalty: 5781.691406
	Iteration 19Q: 3 clusters Score -2.160204e+07 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48502 members 
Mstep: Class 2 contains 66953 members 
Entering Unmasked Estep 
Score: -21601854.000000 Penalty: 5781.691406
	Iteration 20F: 3 clusters Score -2.160185e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48758 members 
Mstep: Class 2 contains 66697 members 
Entering Unmasked Estep 
Score: -21601804.000000 Penalty: 5781.691406
	Iteration 21Q: 3 clusters Score -2.16018e+07 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49037 members 
Mstep: Class 2 contains 66418 members 
Entering Unmasked Estep 
Score: -21601824.000000 Penalty: 5781.691406
	Iteration 22Q: 3 clusters Score -2.160182e+07 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49348 members 
Mstep: Class 2 contains 66107 members 
Entering Unmasked Estep 
Score: -21601940.000000 Penalty: 5781.691406
	Iteration 23Q: 3 clusters Score -2.160194e+07 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49701 members 
Mstep: Class 2 contains 65754 members 
Entering Unmasked Estep 
Score: -21601880.000000 Penalty: 5781.691406
	Iteration 24Q: 3 clusters Score -2.160188e+07 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50154 members 
Mstep: Class 2 contains 65301 members 
Entering Unmasked Estep 
Score: -21601960.000000 Penalty: 5781.691406
	Iteration 25Q: 3 clusters Score -2.160196e+07 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50588 members 
Mstep: Class 2 contains 64867 members 
Entering Unmasked Estep 
Score: -21601918.000000 Penalty: 5781.691406
	Iteration 26Q: 3 clusters Score -2.160192e+07 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50996 members 
Mstep: Class 2 contains 64459 members 
Entering Unmasked Estep 
Score: -21602040.000000 Penalty: 5781.691406
	Iteration 27Q: 3 clusters Score -2.160204e+07 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51408 members 
Mstep: Class 2 contains 64047 members 
Entering Unmasked Estep 
Score: -21602094.000000 Penalty: 5781.691406
	Iteration 28Q: 3 clusters Score -2.160209e+07 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51750 members 
Mstep: Class 2 contains 63705 members 
Entering Unmasked Estep 
Score: -21602162.000000 Penalty: 5781.691406
	Iteration 29Q: 3 clusters Score -2.160216e+07 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52045 members 
Mstep: Class 2 contains 63410 members 
Entering Unmasked Estep 
Score: -21602228.000000 Penalty: 5781.691406
	Iteration 30Q: 3 clusters Score -2.160223e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52381 members 
Mstep: Class 2 contains 63074 members 
Entering Unmasked Estep 
Score: -21602226.000000 Penalty: 5781.691406
	Iteration 31Q: 3 clusters Score -2.160223e+07 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52725 members 
Mstep: Class 2 contains 62730 members 
Entering Unmasked Estep 
Score: -21602270.000000 Penalty: 5781.691406
	Iteration 32Q: 3 clusters Score -2.160227e+07 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53033 members 
Mstep: Class 2 contains 62422 members 
Entering Unmasked Estep 
Score: -21602358.000000 Penalty: 5781.691406
	Iteration 33Q: 3 clusters Score -2.160236e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53324 members 
Mstep: Class 2 contains 62131 members 
Entering Unmasked Estep 
Score: -21602398.000000 Penalty: 5781.691406
	Iteration 34Q: 3 clusters Score -2.16024e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 61903 members 
Entering Unmasked Estep 
Score: -21602470.000000 Penalty: 5781.691406
	Iteration 35Q: 3 clusters Score -2.160247e+07 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53753 members 
Mstep: Class 2 contains 61702 members 
Entering Unmasked Estep 
Score: -21602606.000000 Penalty: 5781.691406
	Iteration 36Q: 3 clusters Score -2.160261e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53939 members 
Mstep: Class 2 contains 61516 members 
Entering Unmasked Estep 
Score: -21602670.000000 Penalty: 5781.691406
	Iteration 37Q: 3 clusters Score -2.160267e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54119 members 
Mstep: Class 2 contains 61336 members 
Entering Unmasked Estep 
Score: -21602706.000000 Penalty: 5781.691406
	Iteration 38Q: 3 clusters Score -2.160271e+07 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54280 members 
Mstep: Class 2 contains 61175 members 
Entering Unmasked Estep 
Score: -21602736.000000 Penalty: 5781.691406
	Iteration 39Q: 3 clusters Score -2.160274e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54409 members 
Mstep: Class 2 contains 61046 members 
Entering Unmasked Estep 
Score: -21602714.000000 Penalty: 5781.691406
	Iteration 40F: 3 clusters Score -2.160271e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54540 members 
Mstep: Class 2 contains 60915 members 
Entering Unmasked Estep 
Score: -21602746.000000 Penalty: 5781.691406
	Iteration 41Q: 3 clusters Score -2.160275e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54709 members 
Mstep: Class 2 contains 60746 members 
Entering Unmasked Estep 
Score: -21602748.000000 Penalty: 5781.691406
	Iteration 42Q: 3 clusters Score -2.160275e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54890 members 
Mstep: Class 2 contains 60565 members 
Entering Unmasked Estep 
Score: -21602790.000000 Penalty: 5781.691406
	Iteration 43Q: 3 clusters Score -2.160279e+07 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55054 members 
Mstep: Class 2 contains 60401 members 
Entering Unmasked Estep 
Score: -21602852.000000 Penalty: 5781.691406
	Iteration 44Q: 3 clusters Score -2.160285e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55271 members 
Mstep: Class 2 contains 60184 members 
Entering Unmasked Estep 
Score: -21602872.000000 Penalty: 5781.691406
	Iteration 45Q: 3 clusters Score -2.160287e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 59960 members 
Entering Unmasked Estep 
Score: -21602940.000000 Penalty: 5781.691406
	Iteration 46Q: 3 clusters Score -2.160294e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55591 members 
Mstep: Class 2 contains 59864 members 
Entering Unmasked Estep 
Score: -21603032.000000 Penalty: 5781.691406
	Iteration 47Q: 3 clusters Score -2.160303e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55670 members 
Mstep: Class 2 contains 59785 members 
Entering Unmasked Estep 
Score: -21603086.000000 Penalty: 5781.691406
	Iteration 48Q: 3 clusters Score -2.160309e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55737 members 
Mstep: Class 2 contains 59718 members 
Entering Unmasked Estep 
Score: -21603144.000000 Penalty: 5781.691406
	Iteration 49Q: 3 clusters Score -2.160314e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -21603194.000000 Penalty: 5781.691406
	Iteration 50Q: 3 clusters Score -2.160319e+07 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55830 members 
Mstep: Class 2 contains 59625 members 
Entering Unmasked Estep 
Score: -21603170.000000 Penalty: 5781.691406
	Iteration 51Q: 3 clusters Score -2.160317e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55835 members 
Mstep: Class 2 contains 59620 members 
Entering Unmasked Estep 
Score: -21603204.000000 Penalty: 5781.691406
	Iteration 52Q: 3 clusters Score -2.16032e+07 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Mstep: Class 2 contains 59659 members 
Entering Unmasked Estep 
Score: -21603222.000000 Penalty: 5781.691406
	Iteration 53Q: 3 clusters Score -2.160322e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 59703 members 
Entering Unmasked Estep 
Score: -21603250.000000 Penalty: 5781.691406
	Iteration 54Q: 3 clusters Score -2.160325e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55710 members 
Mstep: Class 2 contains 59745 members 
Entering Unmasked Estep 
Score: -21603250.000000 Penalty: 5781.691406
	Iteration 55Q: 3 clusters Score -2.160325e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55664 members 
Mstep: Class 2 contains 59791 members 
Entering Unmasked Estep 
Score: -21603260.000000 Penalty: 5781.691406
	Iteration 56Q: 3 clusters Score -2.160326e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55622 members 
Mstep: Class 2 contains 59833 members 
Entering Unmasked Estep 
Score: -21603270.000000 Penalty: 5781.691406
	Iteration 57Q: 3 clusters Score -2.160327e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55567 members 
Mstep: Class 2 contains 59888 members 
Entering Unmasked Estep 
Score: -21603288.000000 Penalty: 5781.691406
	Iteration 58Q: 3 clusters Score -2.160329e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55472 members 
Mstep: Class 2 contains 59983 members 
Entering Unmasked Estep 
Score: -21603268.000000 Penalty: 5781.691406
	Iteration 59Q: 3 clusters Score -2.160327e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 60069 members 
Entering Unmasked Estep 
Score: -21603268.000000 Penalty: 5781.691406
	Iteration 60F: 3 clusters Score -2.160327e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 60137 members 
Entering Unmasked Estep 
Score: -21603242.000000 Penalty: 5781.691406
	Iteration 61Q: 3 clusters Score -2.160324e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55270 members 
Mstep: Class 2 contains 60185 members 
Entering Unmasked Estep 
Score: -21603268.000000 Penalty: 5781.691406
	Iteration 62Q: 3 clusters Score -2.160327e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55211 members 
Mstep: Class 2 contains 60244 members 
Entering Unmasked Estep 
Score: -21603292.000000 Penalty: 5781.691406
	Iteration 63Q: 3 clusters Score -2.160329e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55157 members 
Mstep: Class 2 contains 60298 members 
Entering Unmasked Estep 
Score: -21603288.000000 Penalty: 5781.691406
	Iteration 64Q: 3 clusters Score -2.160329e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55081 members 
Mstep: Class 2 contains 60374 members 
Entering Unmasked Estep 
Score: -21603292.000000 Penalty: 5781.691406
	Iteration 65Q: 3 clusters Score -2.160329e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54994 members 
Mstep: Class 2 contains 60461 members 
Entering Unmasked Estep 
Score: -21603260.000000 Penalty: 5781.691406
	Iteration 66Q: 3 clusters Score -2.160326e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 60558 members 
Entering Unmasked Estep 
Score: -21603294.000000 Penalty: 5781.691406
	Iteration 67Q: 3 clusters Score -2.160329e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54814 members 
Mstep: Class 2 contains 60641 members 
Entering Unmasked Estep 
Score: -21603258.000000 Penalty: 5781.691406
	Iteration 68Q: 3 clusters Score -2.160326e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54750 members 
Mstep: Class 2 contains 60705 members 
Entering Unmasked Estep 
Score: -21603250.000000 Penalty: 5781.691406
	Iteration 69Q: 3 clusters Score -2.160325e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54704 members 
Mstep: Class 2 contains 60751 members 
Entering Unmasked Estep 
Score: -21603204.000000 Penalty: 5781.691406
	Iteration 70Q: 3 clusters Score -2.16032e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54659 members 
Mstep: Class 2 contains 60796 members 
Entering Unmasked Estep 
Score: -21603222.000000 Penalty: 5781.691406
	Iteration 71Q: 3 clusters Score -2.160322e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -21603240.000000 Penalty: 5781.691406
	Iteration 72Q: 3 clusters Score -2.160324e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54556 members 
Mstep: Class 2 contains 60899 members 
Entering Unmasked Estep 
Score: -21603280.000000 Penalty: 5781.691406
	Iteration 73Q: 3 clusters Score -2.160328e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54507 members 
Mstep: Class 2 contains 60948 members 
Entering Unmasked Estep 
Score: -21603188.000000 Penalty: 5781.691406
	Iteration 74Q: 3 clusters Score -2.160319e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -21603182.000000 Penalty: 5781.691406
	Iteration 75Q: 3 clusters Score -2.160318e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -21603144.000000 Penalty: 5781.691406
	Iteration 76Q: 3 clusters Score -2.160314e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -21603174.000000 Penalty: 5781.691406
	Iteration 77Q: 3 clusters Score -2.160317e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54391 members 
Mstep: Class 2 contains 61064 members 
Entering Unmasked Estep 
Score: -21603190.000000 Penalty: 5781.691406
	Iteration 78Q: 3 clusters Score -2.160319e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54381 members 
Mstep: Class 2 contains 61074 members 
Entering Unmasked Estep 
Score: -21603178.000000 Penalty: 5781.691406
	Iteration 79Q: 3 clusters Score -2.160318e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -21603168.000000 Penalty: 5781.691406
	Iteration 80F: 3 clusters Score -2.160317e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54371 members 
Mstep: Class 2 contains 61084 members 
Entering Unmasked Estep 
Score: -21603176.000000 Penalty: 5781.691406
	Iteration 81Q: 3 clusters Score -2.160318e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54373 members 
Mstep: Class 2 contains 61082 members 
Entering Unmasked Estep 
Score: -21603204.000000 Penalty: 5781.691406
	Iteration 82Q: 3 clusters Score -2.16032e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54383 members 
Mstep: Class 2 contains 61072 members 
Entering Unmasked Estep 
Score: -21603170.000000 Penalty: 5781.691406
	Iteration 83Q: 3 clusters Score -2.160317e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54388 members 
Mstep: Class 2 contains 61067 members 
Entering Unmasked Estep 
Score: -21603138.000000 Penalty: 5781.691406
	Iteration 84Q: 3 clusters Score -2.160314e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 61062 members 
Entering Unmasked Estep 
Score: -21603172.000000 Penalty: 5781.691406
	Iteration 85Q: 3 clusters Score -2.160317e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54407 members 
Mstep: Class 2 contains 61048 members 
Entering Unmasked Estep 
Score: -21603172.000000 Penalty: 5781.691406
	Iteration 86Q: 3 clusters Score -2.160317e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54415 members 
Mstep: Class 2 contains 61040 members 
Entering Unmasked Estep 
Score: -21603164.000000 Penalty: 5781.691406
	Iteration 87Q: 3 clusters Score -2.160316e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54420 members 
Mstep: Class 2 contains 61035 members 
Entering Unmasked Estep 
Score: -21603172.000000 Penalty: 5781.691406
	Iteration 88Q: 3 clusters Score -2.160317e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 61020 members 
Entering Unmasked Estep 
Score: -21603172.000000 Penalty: 5781.691406
	Iteration 89Q: 3 clusters Score -2.160317e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54457 members 
Mstep: Class 2 contains 60998 members 
Entering Unmasked Estep 
Score: -21603160.000000 Penalty: 5781.691406
	Iteration 90Q: 3 clusters Score -2.160316e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54471 members 
Mstep: Class 2 contains 60984 members 
Entering Unmasked Estep 
Score: -21603170.000000 Penalty: 5781.691406
	Iteration 91Q: 3 clusters Score -2.160317e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54477 members 
Mstep: Class 2 contains 60978 members 
Entering Unmasked Estep 
Score: -21603172.000000 Penalty: 5781.691406
	Iteration 92Q: 3 clusters Score -2.160317e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54487 members 
Mstep: Class 2 contains 60968 members 
Entering Unmasked Estep 
Score: -21603144.000000 Penalty: 5781.691406
	Iteration 93Q: 3 clusters Score -2.160314e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54497 members 
Mstep: Class 2 contains 60958 members 
Entering Unmasked Estep 
Score: -21603176.000000 Penalty: 5781.691406
	Iteration 94Q: 3 clusters Score -2.160318e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54508 members 
Mstep: Class 2 contains 60947 members 
Entering Unmasked Estep 
Score: -21603186.000000 Penalty: 5781.691406
	Iteration 95Q: 3 clusters Score -2.160319e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54528 members 
Mstep: Class 2 contains 60927 members 
Entering Unmasked Estep 
Score: -21603140.000000 Penalty: 5781.691406
	Iteration 96Q: 3 clusters Score -2.160314e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54544 members 
Mstep: Class 2 contains 60911 members 
Entering Unmasked Estep 
Score: -21603180.000000 Penalty: 5781.691406
	Iteration 97Q: 3 clusters Score -2.160318e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54562 members 
Mstep: Class 2 contains 60893 members 
Entering Unmasked Estep 
Score: -21603156.000000 Penalty: 5781.691406
	Iteration 98Q: 3 clusters Score -2.160316e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -21603174.000000 Penalty: 5781.691406
	Iteration 99Q: 3 clusters Score -2.160317e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54578 members 
Mstep: Class 2 contains 60877 members 
Entering Unmasked Estep 
Score: -21603192.000000 Penalty: 5781.691406
	Iteration 100F: 3 clusters Score -2.160319e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54594 members 
Mstep: Class 2 contains 60861 members 
Entering Unmasked Estep 
Score: -21603172.000000 Penalty: 5781.691406
	Iteration 101Q: 3 clusters Score -2.160317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -21603188.000000 Penalty: 5781.691406
	Iteration 102Q: 3 clusters Score -2.160319e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -21603178.000000 Penalty: 5781.691406
	Iteration 103Q: 3 clusters Score -2.160318e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 60836 members 
Entering Unmasked Estep 
Score: -21603178.000000 Penalty: 5781.691406
	Iteration 104Q: 3 clusters Score -2.160318e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -21603186.000000 Penalty: 5781.691406
	Iteration 105Q: 3 clusters Score -2.160319e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -21603178.000000 Penalty: 5781.691406
	Iteration 106Q: 3 clusters Score -2.160318e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -21603168.000000 Penalty: 5781.691406
	Iteration 107Q: 3 clusters Score -2.160317e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -21603176.000000 Penalty: 5781.691406
	Iteration 108Q: 3 clusters Score -2.160318e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 60820 members 
Entering Unmasked Estep 
Score: -21603148.000000 Penalty: 5781.691406
	Iteration 109Q: 3 clusters Score -2.160315e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54640 members 
Mstep: Class 2 contains 60815 members 
Entering Unmasked Estep 
Score: -21603160.000000 Penalty: 5781.691406
	Iteration 110Q: 3 clusters Score -2.160316e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -21603166.000000 Penalty: 5781.691406
	Iteration 111Q: 3 clusters Score -2.160317e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54662 members 
Mstep: Class 2 contains 60793 members 
Entering Unmasked Estep 
Score: -21603162.000000 Penalty: 5781.691406
	Iteration 112Q: 3 clusters Score -2.160316e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54675 members 
Mstep: Class 2 contains 60780 members 
Entering Unmasked Estep 
Score: -21603184.000000 Penalty: 5781.691406
	Iteration 113Q: 3 clusters Score -2.160318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54691 members 
Mstep: Class 2 contains 60764 members 
Entering Unmasked Estep 
Score: -21603178.000000 Penalty: 5781.691406
	Iteration 114Q: 3 clusters Score -2.160318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54713 members 
Mstep: Class 2 contains 60742 members 
Entering Unmasked Estep 
Score: -21603190.000000 Penalty: 5781.691406
	Iteration 115Q: 3 clusters Score -2.160319e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -21603194.000000 Penalty: 5781.691406
	Iteration 116Q: 3 clusters Score -2.160319e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54771 members 
Mstep: Class 2 contains 60684 members 
Entering Unmasked Estep 
Score: -21603246.000000 Penalty: 5781.691406
	Iteration 117Q: 3 clusters Score -2.160325e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54806 members 
Mstep: Class 2 contains 60649 members 
Entering Unmasked Estep 
Score: -21603254.000000 Penalty: 5781.691406
	Iteration 118Q: 3 clusters Score -2.160325e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54842 members 
Mstep: Class 2 contains 60613 members 
Entering Unmasked Estep 
Score: -21603250.000000 Penalty: 5781.691406
	Iteration 119Q: 3 clusters Score -2.160325e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54882 members 
Mstep: Class 2 contains 60573 members 
Entering Unmasked Estep 
Score: -21603230.000000 Penalty: 5781.691406
	Iteration 120F: 3 clusters Score -2.160323e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54908 members 
Mstep: Class 2 contains 60547 members 
Entering Unmasked Estep 
Score: -21603242.000000 Penalty: 5781.691406
	Iteration 121Q: 3 clusters Score -2.160324e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54938 members 
Mstep: Class 2 contains 60517 members 
Entering Unmasked Estep 
Score: -21603274.000000 Penalty: 5781.691406
	Iteration 122Q: 3 clusters Score -2.160327e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -21603256.000000 Penalty: 5781.691406
	Iteration 123Q: 3 clusters Score -2.160326e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55023 members 
Mstep: Class 2 contains 60432 members 
Entering Unmasked Estep 
Score: -21603246.000000 Penalty: 5781.691406
	Iteration 124Q: 3 clusters Score -2.160325e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55078 members 
Mstep: Class 2 contains 60377 members 
Entering Unmasked Estep 
Score: -21603240.000000 Penalty: 5781.691406
	Iteration 125Q: 3 clusters Score -2.160324e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55135 members 
Mstep: Class 2 contains 60320 members 
Entering Unmasked Estep 
Score: -21603242.000000 Penalty: 5781.691406
	Iteration 126Q: 3 clusters Score -2.160324e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55202 members 
Mstep: Class 2 contains 60253 members 
Entering Unmasked Estep 
Score: -21603284.000000 Penalty: 5781.691406
	Iteration 127Q: 3 clusters Score -2.160328e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55267 members 
Mstep: Class 2 contains 60188 members 
Entering Unmasked Estep 
Score: -21603280.000000 Penalty: 5781.691406
	Iteration 128Q: 3 clusters Score -2.160328e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55334 members 
Mstep: Class 2 contains 60121 members 
Entering Unmasked Estep 
Score: -21603268.000000 Penalty: 5781.691406
	Iteration 129Q: 3 clusters Score -2.160327e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 60046 members 
Entering Unmasked Estep 
Score: -21603230.000000 Penalty: 5781.691406
	Iteration 130Q: 3 clusters Score -2.160323e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 59972 members 
Entering Unmasked Estep 
Score: -21603266.000000 Penalty: 5781.691406
	Iteration 131Q: 3 clusters Score -2.160327e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55551 members 
Mstep: Class 2 contains 59904 members 
Entering Unmasked Estep 
Score: -21603344.000000 Penalty: 5781.691406
	Iteration 132Q: 3 clusters Score -2.160334e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55620 members 
Mstep: Class 2 contains 59835 members 
Entering Unmasked Estep 
Score: -21603396.000000 Penalty: 5781.691406
	Iteration 133Q: 3 clusters Score -2.16034e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55698 members 
Mstep: Class 2 contains 59757 members 
Entering Unmasked Estep 
Score: -21603460.000000 Penalty: 5781.691406
	Iteration 134Q: 3 clusters Score -2.160346e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55800 members 
Mstep: Class 2 contains 59655 members 
Entering Unmasked Estep 
Score: -21603474.000000 Penalty: 5781.691406
	Iteration 135Q: 3 clusters Score -2.160347e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55916 members 
Mstep: Class 2 contains 59539 members 
Entering Unmasked Estep 
Score: -21603508.000000 Penalty: 5781.691406
	Iteration 136Q: 3 clusters Score -2.160351e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 59445 members 
Entering Unmasked Estep 
Score: -21603542.000000 Penalty: 5781.691406
	Iteration 137Q: 3 clusters Score -2.160354e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56094 members 
Mstep: Class 2 contains 59361 members 
Entering Unmasked Estep 
Score: -21603580.000000 Penalty: 5781.691406
	Iteration 138Q: 3 clusters Score -2.160358e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56189 members 
Mstep: Class 2 contains 59266 members 
Entering Unmasked Estep 
Score: -21603636.000000 Penalty: 5781.691406
	Iteration 139Q: 3 clusters Score -2.160364e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 59176 members 
Entering Unmasked Estep 
Score: -21603628.000000 Penalty: 5781.691406
	Iteration 140F: 3 clusters Score -2.160363e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56327 members 
Mstep: Class 2 contains 59128 members 
Entering Unmasked Estep 
Score: -21603638.000000 Penalty: 5781.691406
	Iteration 141Q: 3 clusters Score -2.160364e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56352 members 
Mstep: Class 2 contains 59103 members 
Entering Unmasked Estep 
Score: -21603596.000000 Penalty: 5781.691406
	Iteration 142Q: 3 clusters Score -2.16036e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56361 members 
Mstep: Class 2 contains 59094 members 
Entering Unmasked Estep 
Score: -21603574.000000 Penalty: 5781.691406
	Iteration 143Q: 3 clusters Score -2.160357e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56362 members 
Mstep: Class 2 contains 59093 members 
Entering Unmasked Estep 
Score: -21603614.000000 Penalty: 5781.691406
	Iteration 144Q: 3 clusters Score -2.160361e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56348 members 
Mstep: Class 2 contains 59107 members 
Entering Unmasked Estep 
Score: -21603590.000000 Penalty: 5781.691406
	Iteration 145Q: 3 clusters Score -2.160359e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56319 members 
Mstep: Class 2 contains 59136 members 
Entering Unmasked Estep 
Score: -21603604.000000 Penalty: 5781.691406
	Iteration 146Q: 3 clusters Score -2.16036e+07 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 59150 members 
Entering Unmasked Estep 
Score: -21603604.000000 Penalty: 5781.691406
	Iteration 147Q: 3 clusters Score -2.16036e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56261 members 
Mstep: Class 2 contains 59194 members 
Entering Unmasked Estep 
Score: -21603536.000000 Penalty: 5781.691406
	Iteration 148Q: 3 clusters Score -2.160354e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56220 members 
Mstep: Class 2 contains 59235 members 
Entering Unmasked Estep 
Score: -21603530.000000 Penalty: 5781.691406
	Iteration 149Q: 3 clusters Score -2.160353e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56197 members 
Mstep: Class 2 contains 59258 members 
Entering Unmasked Estep 
Score: -21603536.000000 Penalty: 5781.691406
	Iteration 150Q: 3 clusters Score -2.160354e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56172 members 
Mstep: Class 2 contains 59283 members 
Entering Unmasked Estep 
Score: -21603546.000000 Penalty: 5781.691406
	Iteration 151Q: 3 clusters Score -2.160355e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56128 members 
Mstep: Class 2 contains 59327 members 
Entering Unmasked Estep 
Score: -21603566.000000 Penalty: 5781.691406
	Iteration 152Q: 3 clusters Score -2.160357e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56072 members 
Mstep: Class 2 contains 59383 members 
Entering Unmasked Estep 
Score: -21603536.000000 Penalty: 5781.691406
	Iteration 153Q: 3 clusters Score -2.160354e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56005 members 
Mstep: Class 2 contains 59450 members 
Entering Unmasked Estep 
Score: -21603542.000000 Penalty: 5781.691406
	Iteration 154Q: 3 clusters Score -2.160354e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55946 members 
Mstep: Class 2 contains 59509 members 
Entering Unmasked Estep 
Score: -21603528.000000 Penalty: 5781.691406
	Iteration 155Q: 3 clusters Score -2.160353e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55869 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -21603506.000000 Penalty: 5781.691406
	Iteration 156Q: 3 clusters Score -2.160351e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 59643 members 
Entering Unmasked Estep 
Score: -21603524.000000 Penalty: 5781.691406
	Iteration 157Q: 3 clusters Score -2.160352e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55758 members 
Mstep: Class 2 contains 59697 members 
Entering Unmasked Estep 
Score: -21603536.000000 Penalty: 5781.691406
	Iteration 158Q: 3 clusters Score -2.160354e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 59756 members 
Entering Unmasked Estep 
Score: -21603466.000000 Penalty: 5781.691406
	Iteration 159Q: 3 clusters Score -2.160347e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55641 members 
Mstep: Class 2 contains 59814 members 
Entering Unmasked Estep 
Score: -21603448.000000 Penalty: 5781.691406
	Iteration 160F: 3 clusters Score -2.160345e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55590 members 
Mstep: Class 2 contains 59865 members 
Entering Unmasked Estep 
Score: -21603460.000000 Penalty: 5781.691406
	Iteration 161Q: 3 clusters Score -2.160346e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55521 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -21603436.000000 Penalty: 5781.691406
	Iteration 162Q: 3 clusters Score -2.160344e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55454 members 
Mstep: Class 2 contains 60001 members 
Entering Unmasked Estep 
Score: -21603428.000000 Penalty: 5781.691406
	Iteration 163Q: 3 clusters Score -2.160343e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55394 members 
Mstep: Class 2 contains 60061 members 
Entering Unmasked Estep 
Score: -21603444.000000 Penalty: 5781.691406
	Iteration 164Q: 3 clusters Score -2.160344e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55328 members 
Mstep: Class 2 contains 60127 members 
Entering Unmasked Estep 
Score: -21603442.000000 Penalty: 5781.691406
	Iteration 165Q: 3 clusters Score -2.160344e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55272 members 
Mstep: Class 2 contains 60183 members 
Entering Unmasked Estep 
Score: -21603472.000000 Penalty: 5781.691406
	Iteration 166Q: 3 clusters Score -2.160347e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55210 members 
Mstep: Class 2 contains 60245 members 
Entering Unmasked Estep 
Score: -21603452.000000 Penalty: 5781.691406
	Iteration 167Q: 3 clusters Score -2.160345e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55154 members 
Mstep: Class 2 contains 60301 members 
Entering Unmasked Estep 
Score: -21603436.000000 Penalty: 5781.691406
	Iteration 168Q: 3 clusters Score -2.160344e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 60389 members 
Entering Unmasked Estep 
Score: -21603448.000000 Penalty: 5781.691406
	Iteration 169Q: 3 clusters Score -2.160345e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54971 members 
Mstep: Class 2 contains 60484 members 
Entering Unmasked Estep 
Score: -21603382.000000 Penalty: 5781.691406
	Iteration 170Q: 3 clusters Score -2.160338e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54860 members 
Mstep: Class 2 contains 60595 members 
Entering Unmasked Estep 
Score: -21603400.000000 Penalty: 5781.691406
	Iteration 171Q: 3 clusters Score -2.16034e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54751 members 
Mstep: Class 2 contains 60704 members 
Entering Unmasked Estep 
Score: -21603374.000000 Penalty: 5781.691406
	Iteration 172Q: 3 clusters Score -2.160337e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 60802 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -2.160334e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54563 members 
Mstep: Class 2 contains 60892 members 
Entering Unmasked Estep 
Score: -21603342.000000 Penalty: 5781.691406
	Iteration 174Q: 3 clusters Score -2.160334e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54495 members 
Mstep: Class 2 contains 60960 members 
Entering Unmasked Estep 
Score: -21603322.000000 Penalty: 5781.691406
	Iteration 175Q: 3 clusters Score -2.160332e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54448 members 
Mstep: Class 2 contains 61007 members 
Entering Unmasked Estep 
Score: -21603310.000000 Penalty: 5781.691406
	Iteration 176Q: 3 clusters Score -2.160331e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54404 members 
Mstep: Class 2 contains 61051 members 
Entering Unmasked Estep 
Score: -21603310.000000 Penalty: 5781.691406
	Iteration 177Q: 3 clusters Score -2.160331e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54365 members 
Mstep: Class 2 contains 61090 members 
Entering Unmasked Estep 
Score: -21603264.000000 Penalty: 5781.691406
	Iteration 178Q: 3 clusters Score -2.160326e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54317 members 
Mstep: Class 2 contains 61138 members 
Entering Unmasked Estep 
Score: -21603278.000000 Penalty: 5781.691406
	Iteration 179Q: 3 clusters Score -2.160328e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54276 members 
Mstep: Class 2 contains 61179 members 
Entering Unmasked Estep 
Score: -21603286.000000 Penalty: 5781.691406
	Iteration 180F: 3 clusters Score -2.160329e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54234 members 
Mstep: Class 2 contains 61221 members 
Entering Unmasked Estep 
Score: -21603252.000000 Penalty: 5781.691406
	Iteration 181Q: 3 clusters Score -2.160325e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 61270 members 
Entering Unmasked Estep 
Score: -21603218.000000 Penalty: 5781.691406
	Iteration 182Q: 3 clusters Score -2.160322e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54146 members 
Mstep: Class 2 contains 61309 members 
Entering Unmasked Estep 
Score: -21603220.000000 Penalty: 5781.691406
	Iteration 183Q: 3 clusters Score -2.160322e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54116 members 
Mstep: Class 2 contains 61339 members 
Entering Unmasked Estep 
Score: -21603216.000000 Penalty: 5781.691406
	Iteration 184Q: 3 clusters Score -2.160322e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54090 members 
Mstep: Class 2 contains 61365 members 
Entering Unmasked Estep 
Score: -21603200.000000 Penalty: 5781.691406
	Iteration 185Q: 3 clusters Score -2.16032e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54052 members 
Mstep: Class 2 contains 61403 members 
Entering Unmasked Estep 
Score: -21603178.000000 Penalty: 5781.691406
	Iteration 186Q: 3 clusters Score -2.160318e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 61433 members 
Entering Unmasked Estep 
Score: -21603116.000000 Penalty: 5781.691406
	Iteration 187Q: 3 clusters Score -2.160312e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54012 members 
Mstep: Class 2 contains 61443 members 
Entering Unmasked Estep 
Score: -21603080.000000 Penalty: 5781.691406
	Iteration 188Q: 3 clusters Score -2.160308e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54008 members 
Mstep: Class 2 contains 61447 members 
Entering Unmasked Estep 
Score: -21603102.000000 Penalty: 5781.691406
	Iteration 189Q: 3 clusters Score -2.16031e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53999 members 
Mstep: Class 2 contains 61456 members 
Entering Unmasked Estep 
Score: -21603082.000000 Penalty: 5781.691406
	Iteration 190Q: 3 clusters Score -2.160308e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53997 members 
Mstep: Class 2 contains 61458 members 
Entering Unmasked Estep 
Score: -21603040.000000 Penalty: 5781.691406
	Iteration 191Q: 3 clusters Score -2.160304e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 61451 members 
Entering Unmasked Estep 
Score: -21603042.000000 Penalty: 5781.691406
	Iteration 192Q: 3 clusters Score -2.160304e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 61442 members 
Entering Unmasked Estep 
Score: -21603038.000000 Penalty: 5781.691406
	Iteration 193Q: 3 clusters Score -2.160304e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54036 members 
Mstep: Class 2 contains 61419 members 
Entering Unmasked Estep 
Score: -21603032.000000 Penalty: 5781.691406
	Iteration 194Q: 3 clusters Score -2.160303e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54059 members 
Mstep: Class 2 contains 61396 members 
Entering Unmasked Estep 
Score: -21603020.000000 Penalty: 5781.691406
	Iteration 195Q: 3 clusters Score -2.160302e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 61376 members 
Entering Unmasked Estep 
Score: -21602984.000000 Penalty: 5781.691406
	Iteration 196Q: 3 clusters Score -2.160298e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54125 members 
Mstep: Class 2 contains 61330 members 
Entering Unmasked Estep 
Score: -21603026.000000 Penalty: 5781.691406
	Iteration 197Q: 3 clusters Score -2.160303e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54151 members 
Mstep: Class 2 contains 61304 members 
Entering Unmasked Estep 
Score: -21603024.000000 Penalty: 5781.691406
	Iteration 198Q: 3 clusters Score -2.160302e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54182 members 
Mstep: Class 2 contains 61273 members 
Entering Unmasked Estep 
Score: -21603052.000000 Penalty: 5781.691406
	Iteration 199Q: 3 clusters Score -2.160305e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54197 members 
Mstep: Class 2 contains 61258 members 
Entering Unmasked Estep 
Score: -21603046.000000 Penalty: 5781.691406
	Iteration 200F: 3 clusters Score -2.160305e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54209 members 
Mstep: Class 2 contains 61246 members 
Entering Unmasked Estep 
Score: -21603064.000000 Penalty: 5781.691406
	Iteration 201Q: 3 clusters Score -2.160306e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54211 members 
Mstep: Class 2 contains 61244 members 
Entering Unmasked Estep 
Score: -21603078.000000 Penalty: 5781.691406
	Iteration 202Q: 3 clusters Score -2.160308e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54228 members 
Mstep: Class 2 contains 61227 members 
Entering Unmasked Estep 
Score: -21603086.000000 Penalty: 5781.691406
	Iteration 203Q: 3 clusters Score -2.160309e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54252 members 
Mstep: Class 2 contains 61203 members 
Entering Unmasked Estep 
Score: -21603100.000000 Penalty: 5781.691406
	Iteration 204Q: 3 clusters Score -2.16031e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 61177 members 
Entering Unmasked Estep 
Score: -21603106.000000 Penalty: 5781.691406
	Iteration 205Q: 3 clusters Score -2.160311e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54292 members 
Mstep: Class 2 contains 61163 members 
Entering Unmasked Estep 
Score: -21603106.000000 Penalty: 5781.691406
	Iteration 206Q: 3 clusters Score -2.160311e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54319 members 
Mstep: Class 2 contains 61136 members 
Entering Unmasked Estep 
Score: -21603114.000000 Penalty: 5781.691406
	Iteration 207Q: 3 clusters Score -2.160311e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54351 members 
Mstep: Class 2 contains 61104 members 
Entering Unmasked Estep 
Score: -21603098.000000 Penalty: 5781.691406
	Iteration 208Q: 3 clusters Score -2.16031e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 61075 members 
Entering Unmasked Estep 
Score: -21603116.000000 Penalty: 5781.691406
	Iteration 209Q: 3 clusters Score -2.160312e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54400 members 
Mstep: Class 2 contains 61055 members 
Entering Unmasked Estep 
Score: -21603116.000000 Penalty: 5781.691406
	Iteration 210Q: 3 clusters Score -2.160312e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54417 members 
Mstep: Class 2 contains 61038 members 
Entering Unmasked Estep 
Score: -21603148.000000 Penalty: 5781.691406
	Iteration 211Q: 3 clusters Score -2.160315e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54429 members 
Mstep: Class 2 contains 61026 members 
Entering Unmasked Estep 
Score: -21603136.000000 Penalty: 5781.691406
	Iteration 212Q: 3 clusters Score -2.160314e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54440 members 
Mstep: Class 2 contains 61015 members 
Entering Unmasked Estep 
Score: -21603124.000000 Penalty: 5781.691406
	Iteration 213Q: 3 clusters Score -2.160312e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54453 members 
Mstep: Class 2 contains 61002 members 
Entering Unmasked Estep 
Score: -21603134.000000 Penalty: 5781.691406
	Iteration 214Q: 3 clusters Score -2.160313e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54465 members 
Mstep: Class 2 contains 60990 members 
Entering Unmasked Estep 
Score: -21603122.000000 Penalty: 5781.691406
	Iteration 215Q: 3 clusters Score -2.160312e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54476 members 
Mstep: Class 2 contains 60979 members 
Entering Unmasked Estep 
Score: -21603114.000000 Penalty: 5781.691406
	Iteration 216Q: 3 clusters Score -2.160311e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54481 members 
Mstep: Class 2 contains 60974 members 
Entering Unmasked Estep 
Score: -21603114.000000 Penalty: 5781.691406
	Iteration 217Q: 3 clusters Score -2.160311e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54490 members 
Mstep: Class 2 contains 60965 members 
Entering Unmasked Estep 
Score: -21603112.000000 Penalty: 5781.691406
	Iteration 218Q: 3 clusters Score -2.160311e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 60957 members 
Entering Unmasked Estep 
Score: -21603118.000000 Penalty: 5781.691406
	Iteration 219Q: 3 clusters Score -2.160312e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54502 members 
Mstep: Class 2 contains 60953 members 
Entering Unmasked Estep 
Score: -21603112.000000 Penalty: 5781.691406
	Iteration 220F: 3 clusters Score -2.160311e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54517 members 
Mstep: Class 2 contains 60938 members 
Entering Unmasked Estep 
Score: -21603122.000000 Penalty: 5781.691406
	Iteration 221Q: 3 clusters Score -2.160312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54521 members 
Mstep: Class 2 contains 60934 members 
Entering Unmasked Estep 
Score: -21603152.000000 Penalty: 5781.691406
	Iteration 222Q: 3 clusters Score -2.160315e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 60923 members 
Entering Unmasked Estep 
Score: -21603132.000000 Penalty: 5781.691406
	Iteration 223Q: 3 clusters Score -2.160313e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54548 members 
Mstep: Class 2 contains 60907 members 
Entering Unmasked Estep 
Score: -21603132.000000 Penalty: 5781.691406
	Iteration 224Q: 3 clusters Score -2.160313e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 60897 members 
Entering Unmasked Estep 
Score: -21603146.000000 Penalty: 5781.691406
	Iteration 225Q: 3 clusters Score -2.160315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 60885 members 
Entering Unmasked Estep 
Score: -21603166.000000 Penalty: 5781.691406
	Iteration 226Q: 3 clusters Score -2.160317e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54580 members 
Mstep: Class 2 contains 60875 members 
Entering Unmasked Estep 
Score: -21603160.000000 Penalty: 5781.691406
	Iteration 227Q: 3 clusters Score -2.160316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54592 members 
Mstep: Class 2 contains 60863 members 
Entering Unmasked Estep 
Score: -21603172.000000 Penalty: 5781.691406
	Iteration 228Q: 3 clusters Score -2.160317e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54604 members 
Mstep: Class 2 contains 60851 members 
Entering Unmasked Estep 
Score: -21603156.000000 Penalty: 5781.691406
	Iteration 229Q: 3 clusters Score -2.160316e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54611 members 
Mstep: Class 2 contains 60844 members 
Entering Unmasked Estep 
Score: -21603150.000000 Penalty: 5781.691406
	Iteration 230Q: 3 clusters Score -2.160315e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54616 members 
Mstep: Class 2 contains 60839 members 
Entering Unmasked Estep 
Score: -21603152.000000 Penalty: 5781.691406
	Iteration 231Q: 3 clusters Score -2.160315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54620 members 
Mstep: Class 2 contains 60835 members 
Entering Unmasked Estep 
Score: -21603148.000000 Penalty: 5781.691406
	Iteration 232Q: 3 clusters Score -2.160315e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54626 members 
Mstep: Class 2 contains 60829 members 
Entering Unmasked Estep 
Score: -21603158.000000 Penalty: 5781.691406
	Iteration 233Q: 3 clusters Score -2.160316e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54629 members 
Mstep: Class 2 contains 60826 members 
Entering Unmasked Estep 
Score: -21603156.000000 Penalty: 5781.691406
	Iteration 234Q: 3 clusters Score -2.160316e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -21603148.000000 Penalty: 5781.691406
	Iteration 235Q: 3 clusters Score -2.160315e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 60831 members 
Entering Unmasked Estep 
Score: -21603154.000000 Penalty: 5781.691406
	Iteration 236Q: 3 clusters Score -2.160315e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54625 members 
Mstep: Class 2 contains 60830 members 
Entering Unmasked Estep 
Score: -21603150.000000 Penalty: 5781.691406
	Iteration 237Q: 3 clusters Score -2.160315e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54627 members 
Mstep: Class 2 contains 60828 members 
Entering Unmasked Estep 
Score: -21603154.000000 Penalty: 5781.691406
	Iteration 238Q: 3 clusters Score -2.160315e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54628 members 
Mstep: Class 2 contains 60827 members 
Entering Unmasked Estep 
Score: -21603154.000000 Penalty: 5781.691406
	Iteration 239Q: 3 clusters Score -2.160315e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54638 members 
Mstep: Class 2 contains 60817 members 
Entering Unmasked Estep 
Score: -21603146.000000 Penalty: 5781.691406
	Iteration 240F: 3 clusters Score -2.160315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54647 members 
Mstep: Class 2 contains 60808 members 
Entering Unmasked Estep 
Score: -21603118.000000 Penalty: 5781.691406
	Iteration 241Q: 3 clusters Score -2.160312e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 60805 members 
Entering Unmasked Estep 
Score: -21603116.000000 Penalty: 5781.691406
	Iteration 242Q: 3 clusters Score -2.160312e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54660 members 
Mstep: Class 2 contains 60795 members 
Entering Unmasked Estep 
Score: -21603124.000000 Penalty: 5781.691406
	Iteration 243Q: 3 clusters Score -2.160312e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54664 members 
Mstep: Class 2 contains 60791 members 
Entering Unmasked Estep 
Score: -21603138.000000 Penalty: 5781.691406
	Iteration 244Q: 3 clusters Score -2.160314e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54670 members 
Mstep: Class 2 contains 60785 members 
Entering Unmasked Estep 
Score: -21603152.000000 Penalty: 5781.691406
	Iteration 245Q: 3 clusters Score -2.160315e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54676 members 
Mstep: Class 2 contains 60779 members 
Entering Unmasked Estep 
Score: -21603164.000000 Penalty: 5781.691406
	Iteration 246Q: 3 clusters Score -2.160316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54682 members 
Mstep: Class 2 contains 60773 members 
Entering Unmasked Estep 
Score: -21603166.000000 Penalty: 5781.691406
	Iteration 247Q: 3 clusters Score -2.160317e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54689 members 
Mstep: Class 2 contains 60766 members 
Entering Unmasked Estep 
Score: -21603152.000000 Penalty: 5781.691406
	Iteration 248Q: 3 clusters Score -2.160315e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54694 members 
Mstep: Class 2 contains 60761 members 
Entering Unmasked Estep 
Score: -21603160.000000 Penalty: 5781.691406
	Iteration 249Q: 3 clusters Score -2.160316e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54700 members 
Mstep: Class 2 contains 60755 members 
Entering Unmasked Estep 
Score: -21603178.000000 Penalty: 5781.691406
	Iteration 250Q: 3 clusters Score -2.160318e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54705 members 
Mstep: Class 2 contains 60750 members 
Entering Unmasked Estep 
Score: -21603168.000000 Penalty: 5781.691406
	Iteration 251Q: 3 clusters Score -2.160317e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54712 members 
Mstep: Class 2 contains 60743 members 
Entering Unmasked Estep 
Score: -21603184.000000 Penalty: 5781.691406
	Iteration 252Q: 3 clusters Score -2.160318e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54722 members 
Mstep: Class 2 contains 60733 members 
Entering Unmasked Estep 
Score: -21603166.000000 Penalty: 5781.691406
	Iteration 253Q: 3 clusters Score -2.160317e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -21603184.000000 Penalty: 5781.691406
	Iteration 254Q: 3 clusters Score -2.160318e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -21603218.000000 Penalty: 5781.691406
	Iteration 255Q: 3 clusters Score -2.160322e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -21603190.000000 Penalty: 5781.691406
	Iteration 256Q: 3 clusters Score -2.160319e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54744 members 
Mstep: Class 2 contains 60711 members 
Entering Unmasked Estep 
Score: -21603204.000000 Penalty: 5781.691406
	Iteration 257Q: 3 clusters Score -2.16032e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54743 members 
Mstep: Class 2 contains 60712 members 
Entering Unmasked Estep 
Score: -21603208.000000 Penalty: 5781.691406
	Iteration 258Q: 3 clusters Score -2.160321e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -21603218.000000 Penalty: 5781.691406
	Iteration 259Q: 3 clusters Score -2.160322e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -21603232.000000 Penalty: 5781.691406
	Iteration 260F: 3 clusters Score -2.160323e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54737 members 
Mstep: Class 2 contains 60718 members 
Entering Unmasked Estep 
Score: -21603222.000000 Penalty: 5781.691406
	Iteration 261Q: 3 clusters Score -2.160322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54738 members 
Mstep: Class 2 contains 60717 members 
Entering Unmasked Estep 
Score: -21603216.000000 Penalty: 5781.691406
	Iteration 262Q: 3 clusters Score -2.160322e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 60714 members 
Entering Unmasked Estep 
Score: -21603228.000000 Penalty: 5781.691406
	Iteration 263Q: 3 clusters Score -2.160323e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54740 members 
Mstep: Class 2 contains 60715 members 
Entering Unmasked Estep 
Score: -21603220.000000 Penalty: 5781.691406
	Iteration 264Q: 3 clusters Score -2.160322e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54736 members 
Mstep: Class 2 contains 60719 members 
Entering Unmasked Estep 
Score: -21603228.000000 Penalty: 5781.691406
	Iteration 265Q: 3 clusters Score -2.160323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54735 members 
Mstep: Class 2 contains 60720 members 
Entering Unmasked Estep 
Score: -21603228.000000 Penalty: 5781.691406
	Iteration 266Q: 3 clusters Score -2.160323e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -21603224.000000 Penalty: 5781.691406
	Iteration 267Q: 3 clusters Score -2.160322e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -21603222.000000 Penalty: 5781.691406
	Iteration 268Q: 3 clusters Score -2.160322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -21603228.000000 Penalty: 5781.691406
	Iteration 269Q: 3 clusters Score -2.160323e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -21603242.000000 Penalty: 5781.691406
	Iteration 270Q: 3 clusters Score -2.160324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -21603240.000000 Penalty: 5781.691406
	Iteration 271Q: 3 clusters Score -2.160324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54734 members 
Mstep: Class 2 contains 60721 members 
Entering Unmasked Estep 
Score: -21603222.000000 Penalty: 5781.691406
	Iteration 272Q: 3 clusters Score -2.160322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54733 members 
Mstep: Class 2 contains 60722 members 
Entering Unmasked Estep 
Score: -21603210.000000 Penalty: 5781.691406
	Iteration 273Q: 3 clusters Score -2.160321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 60723 members 
Entering Unmasked Estep 
Score: -21603216.000000 Penalty: 5781.691406
	Iteration 274Q: 3 clusters Score -2.160322e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54730 members 
Mstep: Class 2 contains 60725 members 
Entering Unmasked Estep 
Score: -21603226.000000 Penalty: 5781.691406
	Iteration 275Q: 3 clusters Score -2.160323e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54729 members 
Mstep: Class 2 contains 60726 members 
Entering Unmasked Estep 
Score: -21603216.000000 Penalty: 5781.691406
	Iteration 276Q: 3 clusters Score -2.160322e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -21603208.000000 Penalty: 5781.691406
	Iteration 277Q: 3 clusters Score -2.160321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54728 members 
Mstep: Class 2 contains 60727 members 
Entering Unmasked Estep 
Score: -21603208.000000 Penalty: 5781.691406
	Iteration 278F: 3 clusters Score -2.160321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 54728 members 
Mstep: Class 10 contains 50774 members 
Mstep: Class 11 contains 67616 members 
Mstep: Class 12 contains 98212 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 35270 members 
Mstep: Class 27 contains 51573 members 
Mstep: Class 28 contains 60727 members 
Entering Unmasked Estep 
Score: -207536128.000000 Penalty: 96698.476562
Splitting cluster 9 changes total score from -207356240.000000 to -207536128.000000
So it's getting split into cluster 28.
Entering ConstructFrom: 
Trying to split cluster 10 (50774 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50774 members 
Entering Unmasked Estep 
Score: -9456386.000000 Penalty: 2687.114502
	Iteration 0F: 2 clusters Score -9456386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 25426 members 
Entering Unmasked Estep 
Score: -9429169.000000 Penalty: 5374.229004
	Iteration 0F: 3 clusters Score -9429169 nChanged 23378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 25474 members 
Entering Unmasked Estep 
Score: -9442262.000000 Penalty: 5374.229004
	Iteration 1F: 3 clusters Score -9442262 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25330 members 
Mstep: Class 2 contains 25444 members 
Entering Unmasked Estep 
Score: -9442952.000000 Penalty: 5374.229004
	Iteration 2Q: 3 clusters Score -9442952 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 25382 members 
Entering Unmasked Estep 
Score: -9443896.000000 Penalty: 5374.229004
	Iteration 3Q: 3 clusters Score -9443896 nChanged 2488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25504 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -9445292.000000 Penalty: 5374.229004
	Iteration 4Q: 3 clusters Score -9445292 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 24942 members 
Entering Unmasked Estep 
Score: -9447360.000000 Penalty: 5374.229004
	Iteration 5F: 3 clusters Score -9447360 nChanged 3345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26471 members 
Mstep: Class 2 contains 24303 members 
Entering Unmasked Estep 
Score: -9449987.000000 Penalty: 5374.229004
	Iteration 6F: 3 clusters Score -9449987 nChanged 3589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 23278 members 
Entering Unmasked Estep 
Score: -9452772.000000 Penalty: 5374.229004
	Iteration 7F: 3 clusters Score -9452772 nChanged 3598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29154 members 
Mstep: Class 2 contains 21620 members 
Entering Unmasked Estep 
Score: -9455269.000000 Penalty: 5374.229004
	Iteration 8F: 3 clusters Score -9455269 nChanged 3384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31264 members 
Mstep: Class 2 contains 19510 members 
Entering Unmasked Estep 
Score: -9457622.000000 Penalty: 5374.229004
	Iteration 9F: 3 clusters Score -9457622 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33466 members 
Mstep: Class 2 contains 17308 members 
Entering Unmasked Estep 
Score: -9459709.000000 Penalty: 5374.229004
	Iteration 10F: 3 clusters Score -9459709 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35409 members 
Mstep: Class 2 contains 15365 members 
Entering Unmasked Estep 
Score: -9461287.000000 Penalty: 5374.229004
	Iteration 11Q: 3 clusters Score -9461287 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37006 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -9462461.000000 Penalty: 5374.229004
	Iteration 12Q: 3 clusters Score -9462461 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38309 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -9463334.000000 Penalty: 5374.229004
	Iteration 13Q: 3 clusters Score -9463334 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39366 members 
Mstep: Class 2 contains 11408 members 
Entering Unmasked Estep 
Score: -9463833.000000 Penalty: 5374.229004
	Iteration 14Q: 3 clusters Score -9463833 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40210 members 
Mstep: Class 2 contains 10564 members 
Entering Unmasked Estep 
Score: -9464056.000000 Penalty: 5374.229004
	Iteration 15Q: 3 clusters Score -9464056 nChanged 686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40892 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -9464199.000000 Penalty: 5374.229004
	Iteration 16Q: 3 clusters Score -9464199 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 9333 members 
Entering Unmasked Estep 
Score: -9464301.000000 Penalty: 5374.229004
	Iteration 17Q: 3 clusters Score -9464301 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41913 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -9464332.000000 Penalty: 5374.229004
	Iteration 18Q: 3 clusters Score -9464332 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42319 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -9464292.000000 Penalty: 5374.229004
	Iteration 19Q: 3 clusters Score -9464292 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 8129 members 
Entering Unmasked Estep 
Score: -9464210.000000 Penalty: 5374.229004
	Iteration 20F: 3 clusters Score -9464210 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42898 members 
Mstep: Class 2 contains 7876 members 
Entering Unmasked Estep 
Score: -9464174.000000 Penalty: 5374.229004
	Iteration 21Q: 3 clusters Score -9464174 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43094 members 
Mstep: Class 2 contains 7680 members 
Entering Unmasked Estep 
Score: -9464175.000000 Penalty: 5374.229004
	Iteration 22Q: 3 clusters Score -9464175 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43251 members 
Mstep: Class 2 contains 7523 members 
Entering Unmasked Estep 
Score: -9464165.000000 Penalty: 5374.229004
	Iteration 23Q: 3 clusters Score -9464165 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43381 members 
Mstep: Class 2 contains 7393 members 
Entering Unmasked Estep 
Score: -9464137.000000 Penalty: 5374.229004
	Iteration 24Q: 3 clusters Score -9464137 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43484 members 
Mstep: Class 2 contains 7290 members 
Entering Unmasked Estep 
Score: -9464116.000000 Penalty: 5374.229004
	Iteration 25Q: 3 clusters Score -9464116 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43555 members 
Mstep: Class 2 contains 7219 members 
Entering Unmasked Estep 
Score: -9464096.000000 Penalty: 5374.229004
	Iteration 26Q: 3 clusters Score -9464096 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43625 members 
Mstep: Class 2 contains 7149 members 
Entering Unmasked Estep 
Score: -9464048.000000 Penalty: 5374.229004
	Iteration 27Q: 3 clusters Score -9464048 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43691 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -9464033.000000 Penalty: 5374.229004
	Iteration 28Q: 3 clusters Score -9464033 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43744 members 
Mstep: Class 2 contains 7030 members 
Entering Unmasked Estep 
Score: -9464014.000000 Penalty: 5374.229004
	Iteration 29Q: 3 clusters Score -9464014 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43790 members 
Mstep: Class 2 contains 6984 members 
Entering Unmasked Estep 
Score: -9463995.000000 Penalty: 5374.229004
	Iteration 30Q: 3 clusters Score -9463995 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 6933 members 
Entering Unmasked Estep 
Score: -9463990.000000 Penalty: 5374.229004
	Iteration 31Q: 3 clusters Score -9463990 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43897 members 
Mstep: Class 2 contains 6877 members 
Entering Unmasked Estep 
Score: -9463975.000000 Penalty: 5374.229004
	Iteration 32Q: 3 clusters Score -9463975 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43953 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -9463955.000000 Penalty: 5374.229004
	Iteration 33Q: 3 clusters Score -9463955 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43994 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -9463945.000000 Penalty: 5374.229004
	Iteration 34Q: 3 clusters Score -9463945 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 6745 members 
Entering Unmasked Estep 
Score: -9463938.000000 Penalty: 5374.229004
	Iteration 35Q: 3 clusters Score -9463938 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44057 members 
Mstep: Class 2 contains 6717 members 
Entering Unmasked Estep 
Score: -9463933.000000 Penalty: 5374.229004
	Iteration 36Q: 3 clusters Score -9463933 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44083 members 
Mstep: Class 2 contains 6691 members 
Entering Unmasked Estep 
Score: -9463921.000000 Penalty: 5374.229004
	Iteration 37Q: 3 clusters Score -9463921 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44104 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -9463919.000000 Penalty: 5374.229004
	Iteration 38Q: 3 clusters Score -9463919 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44123 members 
Mstep: Class 2 contains 6651 members 
Entering Unmasked Estep 
Score: -9463909.000000 Penalty: 5374.229004
	Iteration 39Q: 3 clusters Score -9463909 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 6635 members 
Entering Unmasked Estep 
Score: -9463903.000000 Penalty: 5374.229004
	Iteration 40F: 3 clusters Score -9463903 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44153 members 
Mstep: Class 2 contains 6621 members 
Entering Unmasked Estep 
Score: -9463899.000000 Penalty: 5374.229004
	Iteration 41Q: 3 clusters Score -9463899 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44171 members 
Mstep: Class 2 contains 6603 members 
Entering Unmasked Estep 
Score: -9463893.000000 Penalty: 5374.229004
	Iteration 42Q: 3 clusters Score -9463893 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44191 members 
Mstep: Class 2 contains 6583 members 
Entering Unmasked Estep 
Score: -9463888.000000 Penalty: 5374.229004
	Iteration 43Q: 3 clusters Score -9463888 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44209 members 
Mstep: Class 2 contains 6565 members 
Entering Unmasked Estep 
Score: -9463880.000000 Penalty: 5374.229004
	Iteration 44Q: 3 clusters Score -9463880 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44216 members 
Mstep: Class 2 contains 6558 members 
Entering Unmasked Estep 
Score: -9463874.000000 Penalty: 5374.229004
	Iteration 45Q: 3 clusters Score -9463874 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44235 members 
Mstep: Class 2 contains 6539 members 
Entering Unmasked Estep 
Score: -9463865.000000 Penalty: 5374.229004
	Iteration 46Q: 3 clusters Score -9463865 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44247 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -9463866.000000 Penalty: 5374.229004
	Iteration 47Q: 3 clusters Score -9463866 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44256 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -9463859.000000 Penalty: 5374.229004
	Iteration 48Q: 3 clusters Score -9463859 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44265 members 
Mstep: Class 2 contains 6509 members 
Entering Unmasked Estep 
Score: -9463862.000000 Penalty: 5374.229004
	Iteration 49Q: 3 clusters Score -9463862 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44277 members 
Mstep: Class 2 contains 6497 members 
Entering Unmasked Estep 
Score: -9463852.000000 Penalty: 5374.229004
	Iteration 50Q: 3 clusters Score -9463852 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44285 members 
Mstep: Class 2 contains 6489 members 
Entering Unmasked Estep 
Score: -9463853.000000 Penalty: 5374.229004
	Iteration 51Q: 3 clusters Score -9463853 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44289 members 
Mstep: Class 2 contains 6485 members 
Entering Unmasked Estep 
Score: -9463847.000000 Penalty: 5374.229004
	Iteration 52Q: 3 clusters Score -9463847 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -9463847.000000 Penalty: 5374.229004
	Iteration 53Q: 3 clusters Score -9463847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44293 members 
Mstep: Class 2 contains 6481 members 
Entering Unmasked Estep 
Score: -9463847.000000 Penalty: 5374.229004
	Iteration 54F: 3 clusters Score -9463847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 54728 members 
Mstep: Class 10 contains 44293 members 
Mstep: Class 11 contains 67616 members 
Mstep: Class 12 contains 98212 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 35270 members 
Mstep: Class 27 contains 51573 members 
Mstep: Class 28 contains 60727 members 
Mstep: Class 29 contains 6481 members 
Entering Unmasked Estep 
Score: -207544528.000000 Penalty: 100152.000000
Splitting cluster 10 changes total score from -207356240.000000 to -207544528.000000
So it's getting split into cluster 29.
Entering ConstructFrom: 
Trying to split cluster 11 (67616 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67616 members 
Entering Unmasked Estep 
Score: -13153529.000000 Penalty: 2758.156738
	Iteration 0F: 2 clusters Score -1.315353e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33761 members 
Mstep: Class 2 contains 33855 members 
Entering Unmasked Estep 
Score: -13151089.000000 Penalty: 5516.313477
	Iteration 0F: 3 clusters Score -1.315109e+07 nChanged 31653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34564 members 
Mstep: Class 2 contains 33052 members 
Entering Unmasked Estep 
Score: -13168859.000000 Penalty: 5516.313477
	Iteration 1F: 3 clusters Score -1.316886e+07 nChanged 3131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36043 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -13169452.000000 Penalty: 5516.313477
	Iteration 2Q: 3 clusters Score -1.316945e+07 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37657 members 
Mstep: Class 2 contains 29959 members 
Entering Unmasked Estep 
Score: -13170023.000000 Penalty: 5516.313477
	Iteration 3Q: 3 clusters Score -1.317002e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39209 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -13170447.000000 Penalty: 5516.313477
	Iteration 4F: 3 clusters Score -1.317045e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -13170882.000000 Penalty: 5516.313477
	Iteration 5F: 3 clusters Score -1.317088e+07 nChanged 3870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40663 members 
Mstep: Class 2 contains 26953 members 
Entering Unmasked Estep 
Score: -13171813.000000 Penalty: 5516.313477
	Iteration 6F: 3 clusters Score -1.317181e+07 nChanged 4294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40109 members 
Mstep: Class 2 contains 27507 members 
Entering Unmasked Estep 
Score: -13173703.000000 Penalty: 5516.313477
	Iteration 7F: 3 clusters Score -1.31737e+07 nChanged 4649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38660 members 
Mstep: Class 2 contains 28956 members 
Entering Unmasked Estep 
Score: -13176467.000000 Penalty: 5516.313477
	Iteration 8F: 3 clusters Score -1.317647e+07 nChanged 4721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36501 members 
Mstep: Class 2 contains 31115 members 
Entering Unmasked Estep 
Score: -13179409.000000 Penalty: 5516.313477
	Iteration 9F: 3 clusters Score -1.317941e+07 nChanged 4208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33937 members 
Mstep: Class 2 contains 33679 members 
Entering Unmasked Estep 
Score: -13181328.000000 Penalty: 5516.313477
	Iteration 10F: 3 clusters Score -1.318133e+07 nChanged 3213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31472 members 
Mstep: Class 2 contains 36144 members 
Entering Unmasked Estep 
Score: -13182148.000000 Penalty: 5516.313477
	Iteration 11Q: 3 clusters Score -1.318215e+07 nChanged 2352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29594 members 
Mstep: Class 2 contains 38022 members 
Entering Unmasked Estep 
Score: -13182354.000000 Penalty: 5516.313477
	Iteration 12Q: 3 clusters Score -1.318235e+07 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 39328 members 
Entering Unmasked Estep 
Score: -13182367.000000 Penalty: 5516.313477
	Iteration 13Q: 3 clusters Score -1.318237e+07 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27546 members 
Mstep: Class 2 contains 40070 members 
Entering Unmasked Estep 
Score: -13182495.000000 Penalty: 5516.313477
	Iteration 14Q: 3 clusters Score -1.31825e+07 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27121 members 
Mstep: Class 2 contains 40495 members 
Entering Unmasked Estep 
Score: -13182572.000000 Penalty: 5516.313477
	Iteration 15Q: 3 clusters Score -1.318257e+07 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27051 members 
Mstep: Class 2 contains 40565 members 
Entering Unmasked Estep 
Score: -13182671.000000 Penalty: 5516.313477
	Iteration 16Q: 3 clusters Score -1.318267e+07 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27309 members 
Mstep: Class 2 contains 40307 members 
Entering Unmasked Estep 
Score: -13182572.000000 Penalty: 5516.313477
	Iteration 17Q: 3 clusters Score -1.318257e+07 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27836 members 
Mstep: Class 2 contains 39780 members 
Entering Unmasked Estep 
Score: -13182381.000000 Penalty: 5516.313477
	Iteration 18Q: 3 clusters Score -1.318238e+07 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28698 members 
Mstep: Class 2 contains 38918 members 
Entering Unmasked Estep 
Score: -13182359.000000 Penalty: 5516.313477
	Iteration 19Q: 3 clusters Score -1.318236e+07 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29786 members 
Mstep: Class 2 contains 37830 members 
Entering Unmasked Estep 
Score: -13182543.000000 Penalty: 5516.313477
	Iteration 20F: 3 clusters Score -1.318254e+07 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30957 members 
Mstep: Class 2 contains 36659 members 
Entering Unmasked Estep 
Score: -13182579.000000 Penalty: 5516.313477
	Iteration 21Q: 3 clusters Score -1.318258e+07 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 35457 members 
Entering Unmasked Estep 
Score: -13182596.000000 Penalty: 5516.313477
	Iteration 22Q: 3 clusters Score -1.31826e+07 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33306 members 
Mstep: Class 2 contains 34310 members 
Entering Unmasked Estep 
Score: -13182555.000000 Penalty: 5516.313477
	Iteration 23Q: 3 clusters Score -1.318256e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 33330 members 
Entering Unmasked Estep 
Score: -13182441.000000 Penalty: 5516.313477
	Iteration 24Q: 3 clusters Score -1.318244e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35118 members 
Mstep: Class 2 contains 32498 members 
Entering Unmasked Estep 
Score: -13182192.000000 Penalty: 5516.313477
	Iteration 25Q: 3 clusters Score -1.318219e+07 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35765 members 
Mstep: Class 2 contains 31851 members 
Entering Unmasked Estep 
Score: -13182148.000000 Penalty: 5516.313477
	Iteration 26Q: 3 clusters Score -1.318215e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36254 members 
Mstep: Class 2 contains 31362 members 
Entering Unmasked Estep 
Score: -13182016.000000 Penalty: 5516.313477
	Iteration 27Q: 3 clusters Score -1.318202e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36613 members 
Mstep: Class 2 contains 31003 members 
Entering Unmasked Estep 
Score: -13181928.000000 Penalty: 5516.313477
	Iteration 28Q: 3 clusters Score -1.318193e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36842 members 
Mstep: Class 2 contains 30774 members 
Entering Unmasked Estep 
Score: -13181781.000000 Penalty: 5516.313477
	Iteration 29Q: 3 clusters Score -1.318178e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36964 members 
Mstep: Class 2 contains 30652 members 
Entering Unmasked Estep 
Score: -13181739.000000 Penalty: 5516.313477
	Iteration 30Q: 3 clusters Score -1.318174e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36982 members 
Mstep: Class 2 contains 30634 members 
Entering Unmasked Estep 
Score: -13181682.000000 Penalty: 5516.313477
	Iteration 31Q: 3 clusters Score -1.318168e+07 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36961 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -13181654.000000 Penalty: 5516.313477
	Iteration 32Q: 3 clusters Score -1.318165e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36902 members 
Mstep: Class 2 contains 30714 members 
Entering Unmasked Estep 
Score: -13181664.000000 Penalty: 5516.313477
	Iteration 33Q: 3 clusters Score -1.318166e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36814 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -13181580.000000 Penalty: 5516.313477
	Iteration 34Q: 3 clusters Score -1.318158e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36681 members 
Mstep: Class 2 contains 30935 members 
Entering Unmasked Estep 
Score: -13181609.000000 Penalty: 5516.313477
	Iteration 35Q: 3 clusters Score -1.318161e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36543 members 
Mstep: Class 2 contains 31073 members 
Entering Unmasked Estep 
Score: -13181650.000000 Penalty: 5516.313477
	Iteration 36Q: 3 clusters Score -1.318165e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36381 members 
Mstep: Class 2 contains 31235 members 
Entering Unmasked Estep 
Score: -13181636.000000 Penalty: 5516.313477
	Iteration 37Q: 3 clusters Score -1.318164e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36210 members 
Mstep: Class 2 contains 31406 members 
Entering Unmasked Estep 
Score: -13181653.000000 Penalty: 5516.313477
	Iteration 38Q: 3 clusters Score -1.318165e+07 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36032 members 
Mstep: Class 2 contains 31584 members 
Entering Unmasked Estep 
Score: -13181701.000000 Penalty: 5516.313477
	Iteration 39Q: 3 clusters Score -1.31817e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35862 members 
Mstep: Class 2 contains 31754 members 
Entering Unmasked Estep 
Score: -13181752.000000 Penalty: 5516.313477
	Iteration 40F: 3 clusters Score -1.318175e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35706 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -13181756.000000 Penalty: 5516.313477
	Iteration 41Q: 3 clusters Score -1.318176e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35542 members 
Mstep: Class 2 contains 32074 members 
Entering Unmasked Estep 
Score: -13181761.000000 Penalty: 5516.313477
	Iteration 42Q: 3 clusters Score -1.318176e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35391 members 
Mstep: Class 2 contains 32225 members 
Entering Unmasked Estep 
Score: -13181791.000000 Penalty: 5516.313477
	Iteration 43Q: 3 clusters Score -1.318179e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 32364 members 
Entering Unmasked Estep 
Score: -13181826.000000 Penalty: 5516.313477
	Iteration 44Q: 3 clusters Score -1.318183e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35113 members 
Mstep: Class 2 contains 32503 members 
Entering Unmasked Estep 
Score: -13181897.000000 Penalty: 5516.313477
	Iteration 45Q: 3 clusters Score -1.31819e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 32638 members 
Entering Unmasked Estep 
Score: -13181893.000000 Penalty: 5516.313477
	Iteration 46Q: 3 clusters Score -1.318189e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34839 members 
Mstep: Class 2 contains 32777 members 
Entering Unmasked Estep 
Score: -13181940.000000 Penalty: 5516.313477
	Iteration 47Q: 3 clusters Score -1.318194e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -13181944.000000 Penalty: 5516.313477
	Iteration 48Q: 3 clusters Score -1.318194e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34650 members 
Mstep: Class 2 contains 32966 members 
Entering Unmasked Estep 
Score: -13181942.000000 Penalty: 5516.313477
	Iteration 49Q: 3 clusters Score -1.318194e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34598 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -13181957.000000 Penalty: 5516.313477
	Iteration 50Q: 3 clusters Score -1.318196e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34553 members 
Mstep: Class 2 contains 33063 members 
Entering Unmasked Estep 
Score: -13181971.000000 Penalty: 5516.313477
	Iteration 51Q: 3 clusters Score -1.318197e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34510 members 
Mstep: Class 2 contains 33106 members 
Entering Unmasked Estep 
Score: -13181980.000000 Penalty: 5516.313477
	Iteration 52Q: 3 clusters Score -1.318198e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34473 members 
Mstep: Class 2 contains 33143 members 
Entering Unmasked Estep 
Score: -13181948.000000 Penalty: 5516.313477
	Iteration 53Q: 3 clusters Score -1.318195e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34439 members 
Mstep: Class 2 contains 33177 members 
Entering Unmasked Estep 
Score: -13181963.000000 Penalty: 5516.313477
	Iteration 54Q: 3 clusters Score -1.318196e+07 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34422 members 
Mstep: Class 2 contains 33194 members 
Entering Unmasked Estep 
Score: -13181972.000000 Penalty: 5516.313477
	Iteration 55Q: 3 clusters Score -1.318197e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -13181942.000000 Penalty: 5516.313477
	Iteration 56Q: 3 clusters Score -1.318194e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Mstep: Class 2 contains 33210 members 
Entering Unmasked Estep 
Score: -13181951.000000 Penalty: 5516.313477
	Iteration 57Q: 3 clusters Score -1.318195e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34407 members 
Mstep: Class 2 contains 33209 members 
Entering Unmasked Estep 
Score: -13181988.000000 Penalty: 5516.313477
	Iteration 58Q: 3 clusters Score -1.318199e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34400 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -13181986.000000 Penalty: 5516.313477
	Iteration 59Q: 3 clusters Score -1.318199e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34390 members 
Mstep: Class 2 contains 33226 members 
Entering Unmasked Estep 
Score: -13181968.000000 Penalty: 5516.313477
	Iteration 60F: 3 clusters Score -1.318197e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34381 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -13181962.000000 Penalty: 5516.313477
	Iteration 61Q: 3 clusters Score -1.318196e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34387 members 
Mstep: Class 2 contains 33229 members 
Entering Unmasked Estep 
Score: -13181972.000000 Penalty: 5516.313477
	Iteration 62Q: 3 clusters Score -1.318197e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34395 members 
Mstep: Class 2 contains 33221 members 
Entering Unmasked Estep 
Score: -13181957.000000 Penalty: 5516.313477
	Iteration 63Q: 3 clusters Score -1.318196e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34399 members 
Mstep: Class 2 contains 33217 members 
Entering Unmasked Estep 
Score: -13181945.000000 Penalty: 5516.313477
	Iteration 64Q: 3 clusters Score -1.318194e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 33195 members 
Entering Unmasked Estep 
Score: -13181949.000000 Penalty: 5516.313477
	Iteration 65Q: 3 clusters Score -1.318195e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -13181938.000000 Penalty: 5516.313477
	Iteration 66Q: 3 clusters Score -1.318194e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -13181945.000000 Penalty: 5516.313477
	Iteration 67Q: 3 clusters Score -1.318194e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34431 members 
Mstep: Class 2 contains 33185 members 
Entering Unmasked Estep 
Score: -13181938.000000 Penalty: 5516.313477
	Iteration 68Q: 3 clusters Score -1.318194e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34432 members 
Mstep: Class 2 contains 33184 members 
Entering Unmasked Estep 
Score: -13181923.000000 Penalty: 5516.313477
	Iteration 69Q: 3 clusters Score -1.318192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34446 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -13181921.000000 Penalty: 5516.313477
	Iteration 70Q: 3 clusters Score -1.318192e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34460 members 
Mstep: Class 2 contains 33156 members 
Entering Unmasked Estep 
Score: -13181937.000000 Penalty: 5516.313477
	Iteration 71Q: 3 clusters Score -1.318194e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34471 members 
Mstep: Class 2 contains 33145 members 
Entering Unmasked Estep 
Score: -13181937.000000 Penalty: 5516.313477
	Iteration 72Q: 3 clusters Score -1.318194e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34489 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -13181924.000000 Penalty: 5516.313477
	Iteration 73Q: 3 clusters Score -1.318192e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 33109 members 
Entering Unmasked Estep 
Score: -13181925.000000 Penalty: 5516.313477
	Iteration 74Q: 3 clusters Score -1.318192e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Mstep: Class 2 contains 33094 members 
Entering Unmasked Estep 
Score: -13181937.000000 Penalty: 5516.313477
	Iteration 75Q: 3 clusters Score -1.318194e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34533 members 
Mstep: Class 2 contains 33083 members 
Entering Unmasked Estep 
Score: -13181924.000000 Penalty: 5516.313477
	Iteration 76Q: 3 clusters Score -1.318192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34538 members 
Mstep: Class 2 contains 33078 members 
Entering Unmasked Estep 
Score: -13181949.000000 Penalty: 5516.313477
	Iteration 77Q: 3 clusters Score -1.318195e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34545 members 
Mstep: Class 2 contains 33071 members 
Entering Unmasked Estep 
Score: -13181940.000000 Penalty: 5516.313477
	Iteration 78Q: 3 clusters Score -1.318194e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34554 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -13181924.000000 Penalty: 5516.313477
	Iteration 79Q: 3 clusters Score -1.318192e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 33044 members 
Entering Unmasked Estep 
Score: -13181917.000000 Penalty: 5516.313477
	Iteration 80F: 3 clusters Score -1.318192e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34582 members 
Mstep: Class 2 contains 33034 members 
Entering Unmasked Estep 
Score: -13181933.000000 Penalty: 5516.313477
	Iteration 81Q: 3 clusters Score -1.318193e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34595 members 
Mstep: Class 2 contains 33021 members 
Entering Unmasked Estep 
Score: -13181947.000000 Penalty: 5516.313477
	Iteration 82Q: 3 clusters Score -1.318195e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34603 members 
Mstep: Class 2 contains 33013 members 
Entering Unmasked Estep 
Score: -13181926.000000 Penalty: 5516.313477
	Iteration 83Q: 3 clusters Score -1.318193e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34613 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -13181937.000000 Penalty: 5516.313477
	Iteration 84Q: 3 clusters Score -1.318194e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34621 members 
Mstep: Class 2 contains 32995 members 
Entering Unmasked Estep 
Score: -13181938.000000 Penalty: 5516.313477
	Iteration 85Q: 3 clusters Score -1.318194e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 32982 members 
Entering Unmasked Estep 
Score: -13181924.000000 Penalty: 5516.313477
	Iteration 86Q: 3 clusters Score -1.318192e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34643 members 
Mstep: Class 2 contains 32973 members 
Entering Unmasked Estep 
Score: -13181935.000000 Penalty: 5516.313477
	Iteration 87Q: 3 clusters Score -1.318194e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 32959 members 
Entering Unmasked Estep 
Score: -13181921.000000 Penalty: 5516.313477
	Iteration 88Q: 3 clusters Score -1.318192e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34666 members 
Mstep: Class 2 contains 32950 members 
Entering Unmasked Estep 
Score: -13181921.000000 Penalty: 5516.313477
	Iteration 89Q: 3 clusters Score -1.318192e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34674 members 
Mstep: Class 2 contains 32942 members 
Entering Unmasked Estep 
Score: -13181943.000000 Penalty: 5516.313477
	Iteration 90Q: 3 clusters Score -1.318194e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34677 members 
Mstep: Class 2 contains 32939 members 
Entering Unmasked Estep 
Score: -13181936.000000 Penalty: 5516.313477
	Iteration 91Q: 3 clusters Score -1.318194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 32937 members 
Entering Unmasked Estep 
Score: -13181954.000000 Penalty: 5516.313477
	Iteration 92Q: 3 clusters Score -1.318195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -13181953.000000 Penalty: 5516.313477
	Iteration 93Q: 3 clusters Score -1.318195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34682 members 
Mstep: Class 2 contains 32934 members 
Entering Unmasked Estep 
Score: -13181944.000000 Penalty: 5516.313477
	Iteration 94Q: 3 clusters Score -1.318194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -13181938.000000 Penalty: 5516.313477
	Iteration 95Q: 3 clusters Score -1.318194e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34681 members 
Mstep: Class 2 contains 32935 members 
Entering Unmasked Estep 
Score: -13181935.000000 Penalty: 5516.313477
	Iteration 96Q: 3 clusters Score -1.318194e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34685 members 
Mstep: Class 2 contains 32931 members 
Entering Unmasked Estep 
Score: -13181936.000000 Penalty: 5516.313477
	Iteration 97Q: 3 clusters Score -1.318194e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34690 members 
Mstep: Class 2 contains 32926 members 
Entering Unmasked Estep 
Score: -13181950.000000 Penalty: 5516.313477
	Iteration 98Q: 3 clusters Score -1.318195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34691 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -13181944.000000 Penalty: 5516.313477
	Iteration 99Q: 3 clusters Score -1.318194e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -13181958.000000 Penalty: 5516.313477
	Iteration 100F: 3 clusters Score -1.318196e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -13181963.000000 Penalty: 5516.313477
	Iteration 101Q: 3 clusters Score -1.318196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -13181951.000000 Penalty: 5516.313477
	Iteration 102Q: 3 clusters Score -1.318195e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34689 members 
Mstep: Class 2 contains 32927 members 
Entering Unmasked Estep 
Score: -13181952.000000 Penalty: 5516.313477
	Iteration 103Q: 3 clusters Score -1.318195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -13181956.000000 Penalty: 5516.313477
	Iteration 104Q: 3 clusters Score -1.318196e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34688 members 
Mstep: Class 2 contains 32928 members 
Entering Unmasked Estep 
Score: -13181950.000000 Penalty: 5516.313477
	Iteration 105Q: 3 clusters Score -1.318195e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 32923 members 
Entering Unmasked Estep 
Score: -13181948.000000 Penalty: 5516.313477
	Iteration 106Q: 3 clusters Score -1.318195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34695 members 
Mstep: Class 2 contains 32921 members 
Entering Unmasked Estep 
Score: -13181947.000000 Penalty: 5516.313477
	Iteration 107Q: 3 clusters Score -1.318195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 32919 members 
Entering Unmasked Estep 
Score: -13181957.000000 Penalty: 5516.313477
	Iteration 108Q: 3 clusters Score -1.318196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 32916 members 
Entering Unmasked Estep 
Score: -13181946.000000 Penalty: 5516.313477
	Iteration 109Q: 3 clusters Score -1.318195e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34702 members 
Mstep: Class 2 contains 32914 members 
Entering Unmasked Estep 
Score: -13181956.000000 Penalty: 5516.313477
	Iteration 110Q: 3 clusters Score -1.318196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34704 members 
Mstep: Class 2 contains 32912 members 
Entering Unmasked Estep 
Score: -13181964.000000 Penalty: 5516.313477
	Iteration 111Q: 3 clusters Score -1.318196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34705 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -13181961.000000 Penalty: 5516.313477
	Iteration 112Q: 3 clusters Score -1.318196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34707 members 
Mstep: Class 2 contains 32909 members 
Entering Unmasked Estep 
Score: -13181955.000000 Penalty: 5516.313477
	Iteration 113Q: 3 clusters Score -1.318196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -13181968.000000 Penalty: 5516.313477
	Iteration 114Q: 3 clusters Score -1.318197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -13181962.000000 Penalty: 5516.313477
	Iteration 115Q: 3 clusters Score -1.318196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -13181971.000000 Penalty: 5516.313477
	Iteration 116Q: 3 clusters Score -1.318197e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34706 members 
Mstep: Class 2 contains 32910 members 
Entering Unmasked Estep 
Score: -13181965.000000 Penalty: 5516.313477
	Iteration 117Q: 3 clusters Score -1.318196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34708 members 
Mstep: Class 2 contains 32908 members 
Entering Unmasked Estep 
Score: -13181969.000000 Penalty: 5516.313477
	Iteration 118Q: 3 clusters Score -1.318197e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 32907 members 
Entering Unmasked Estep 
Score: -13181961.000000 Penalty: 5516.313477
	Iteration 119Q: 3 clusters Score -1.318196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34711 members 
Mstep: Class 2 contains 32905 members 
Entering Unmasked Estep 
Score: -13181955.000000 Penalty: 5516.313477
	Iteration 120F: 3 clusters Score -1.318196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -13181957.000000 Penalty: 5516.313477
	Iteration 121Q: 3 clusters Score -1.318196e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -13181949.000000 Penalty: 5516.313477
	Iteration 122Q: 3 clusters Score -1.318195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -13181955.000000 Penalty: 5516.313477
	Iteration 123Q: 3 clusters Score -1.318196e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -13181950.000000 Penalty: 5516.313477
	Iteration 124Q: 3 clusters Score -1.318195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -13181957.000000 Penalty: 5516.313477
	Iteration 125Q: 3 clusters Score -1.318196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -13181956.000000 Penalty: 5516.313477
	Iteration 126Q: 3 clusters Score -1.318196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -13181959.000000 Penalty: 5516.313477
	Iteration 127Q: 3 clusters Score -1.318196e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -13181953.000000 Penalty: 5516.313477
	Iteration 128Q: 3 clusters Score -1.318195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -13181954.000000 Penalty: 5516.313477
	Iteration 129Q: 3 clusters Score -1.318195e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -13181947.000000 Penalty: 5516.313477
	Iteration 130Q: 3 clusters Score -1.318195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34718 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -13181955.000000 Penalty: 5516.313477
	Iteration 131Q: 3 clusters Score -1.318196e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34717 members 
Mstep: Class 2 contains 32899 members 
Entering Unmasked Estep 
Score: -13181947.000000 Penalty: 5516.313477
	Iteration 132Q: 3 clusters Score -1.318195e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -13181958.000000 Penalty: 5516.313477
	Iteration 133Q: 3 clusters Score -1.318196e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34723 members 
Mstep: Class 2 contains 32893 members 
Entering Unmasked Estep 
Score: -13181951.000000 Penalty: 5516.313477
	Iteration 134Q: 3 clusters Score -1.318195e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34724 members 
Mstep: Class 2 contains 32892 members 
Entering Unmasked Estep 
Score: -13181951.000000 Penalty: 5516.313477
	Iteration 135Q: 3 clusters Score -1.318195e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -13181945.000000 Penalty: 5516.313477
	Iteration 136Q: 3 clusters Score -1.318194e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34729 members 
Mstep: Class 2 contains 32887 members 
Entering Unmasked Estep 
Score: -13181947.000000 Penalty: 5516.313477
	Iteration 137Q: 3 clusters Score -1.318195e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34728 members 
Mstep: Class 2 contains 32888 members 
Entering Unmasked Estep 
Score: -13181941.000000 Penalty: 5516.313477
	Iteration 138Q: 3 clusters Score -1.318194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -13181937.000000 Penalty: 5516.313477
	Iteration 139Q: 3 clusters Score -1.318194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -13181934.000000 Penalty: 5516.313477
	Iteration 140F: 3 clusters Score -1.318193e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34726 members 
Mstep: Class 2 contains 32890 members 
Entering Unmasked Estep 
Score: -13181930.000000 Penalty: 5516.313477
	Iteration 141Q: 3 clusters Score -1.318193e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34725 members 
Mstep: Class 2 contains 32891 members 
Entering Unmasked Estep 
Score: -13181943.000000 Penalty: 5516.313477
	Iteration 142Q: 3 clusters Score -1.318194e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34722 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -13181942.000000 Penalty: 5516.313477
	Iteration 143Q: 3 clusters Score -1.318194e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 32896 members 
Entering Unmasked Estep 
Score: -13181942.000000 Penalty: 5516.313477
	Iteration 144Q: 3 clusters Score -1.318194e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -13181945.000000 Penalty: 5516.313477
	Iteration 145Q: 3 clusters Score -1.318194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34719 members 
Mstep: Class 2 contains 32897 members 
Entering Unmasked Estep 
Score: -13181945.000000 Penalty: 5516.313477
	Iteration 146F: 3 clusters Score -1.318194e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 54728 members 
Mstep: Class 10 contains 44293 members 
Mstep: Class 11 contains 34719 members 
Mstep: Class 12 contains 98212 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 35270 members 
Mstep: Class 27 contains 51573 members 
Mstep: Class 28 contains 60727 members 
Mstep: Class 29 contains 6481 members 
Mstep: Class 30 contains 32897 members 
Entering Unmasked Estep 
Score: -207562928.000000 Penalty: 103605.515625
Splitting cluster 11 changes total score from -207356240.000000 to -207562928.000000
So it's getting split into cluster 30.
Entering ConstructFrom: 
Trying to split cluster 12 (98212 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98212 members 
Entering Unmasked Estep 
Score: -17633436.000000 Penalty: 2850.731201
	Iteration 0F: 2 clusters Score -1.763344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48986 members 
Mstep: Class 2 contains 49226 members 
Entering Unmasked Estep 
Score: -17592116.000000 Penalty: 5701.462402
	Iteration 0F: 3 clusters Score -1.759212e+07 nChanged 46298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46894 members 
Mstep: Class 2 contains 51318 members 
Entering Unmasked Estep 
Score: -17618152.000000 Penalty: 5701.462402
	Iteration 1F: 3 clusters Score -1.761815e+07 nChanged 3691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45681 members 
Mstep: Class 2 contains 52531 members 
Entering Unmasked Estep 
Score: -17619104.000000 Penalty: 5701.462402
	Iteration 2Q: 3 clusters Score -1.76191e+07 nChanged 4159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43908 members 
Mstep: Class 2 contains 54304 members 
Entering Unmasked Estep 
Score: -17620510.000000 Penalty: 5701.462402
	Iteration 3Q: 3 clusters Score -1.762051e+07 nChanged 4711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41519 members 
Mstep: Class 2 contains 56693 members 
Entering Unmasked Estep 
Score: -17622402.000000 Penalty: 5701.462402
	Iteration 4Q: 3 clusters Score -1.76224e+07 nChanged 5647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38286 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -17624846.000000 Penalty: 5701.462402
	Iteration 5F: 3 clusters Score -1.762485e+07 nChanged 6374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34576 members 
Mstep: Class 2 contains 63636 members 
Entering Unmasked Estep 
Score: -17627750.000000 Penalty: 5701.462402
	Iteration 6F: 3 clusters Score -1.762775e+07 nChanged 6596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30976 members 
Mstep: Class 2 contains 67236 members 
Entering Unmasked Estep 
Score: -17630526.000000 Penalty: 5701.462402
	Iteration 7F: 3 clusters Score -1.763053e+07 nChanged 5909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28147 members 
Mstep: Class 2 contains 70065 members 
Entering Unmasked Estep 
Score: -17632474.000000 Penalty: 5701.462402
	Iteration 8F: 3 clusters Score -1.763247e+07 nChanged 4765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26434 members 
Mstep: Class 2 contains 71778 members 
Entering Unmasked Estep 
Score: -17633978.000000 Penalty: 5701.462402
	Iteration 9Q: 3 clusters Score -1.763398e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25776 members 
Mstep: Class 2 contains 72436 members 
Entering Unmasked Estep 
Score: -17635454.000000 Penalty: 5701.462402
	Iteration 10Q: 3 clusters Score -1.763545e+07 nChanged 3322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 72402 members 
Entering Unmasked Estep 
Score: -17636554.000000 Penalty: 5701.462402
	Iteration 11Q: 3 clusters Score -1.763655e+07 nChanged 2924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 71822 members 
Entering Unmasked Estep 
Score: -17637360.000000 Penalty: 5701.462402
	Iteration 12Q: 3 clusters Score -1.763736e+07 nChanged 2470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27180 members 
Mstep: Class 2 contains 71032 members 
Entering Unmasked Estep 
Score: -17638122.000000 Penalty: 5701.462402
	Iteration 13Q: 3 clusters Score -1.763812e+07 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28117 members 
Mstep: Class 2 contains 70095 members 
Entering Unmasked Estep 
Score: -17638646.000000 Penalty: 5701.462402
	Iteration 14Q: 3 clusters Score -1.763865e+07 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29043 members 
Mstep: Class 2 contains 69169 members 
Entering Unmasked Estep 
Score: -17638934.000000 Penalty: 5701.462402
	Iteration 15Q: 3 clusters Score -1.763893e+07 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29955 members 
Mstep: Class 2 contains 68257 members 
Entering Unmasked Estep 
Score: -17639036.000000 Penalty: 5701.462402
	Iteration 16Q: 3 clusters Score -1.763904e+07 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30878 members 
Mstep: Class 2 contains 67334 members 
Entering Unmasked Estep 
Score: -17639212.000000 Penalty: 5701.462402
	Iteration 17Q: 3 clusters Score -1.763921e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31787 members 
Mstep: Class 2 contains 66425 members 
Entering Unmasked Estep 
Score: -17639412.000000 Penalty: 5701.462402
	Iteration 18Q: 3 clusters Score -1.763941e+07 nChanged 995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32648 members 
Mstep: Class 2 contains 65564 members 
Entering Unmasked Estep 
Score: -17639614.000000 Penalty: 5701.462402
	Iteration 19Q: 3 clusters Score -1.763961e+07 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33400 members 
Mstep: Class 2 contains 64812 members 
Entering Unmasked Estep 
Score: -17639796.000000 Penalty: 5701.462402
	Iteration 20F: 3 clusters Score -1.76398e+07 nChanged 870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34132 members 
Mstep: Class 2 contains 64080 members 
Entering Unmasked Estep 
Score: -17639914.000000 Penalty: 5701.462402
	Iteration 21Q: 3 clusters Score -1.763991e+07 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34899 members 
Mstep: Class 2 contains 63313 members 
Entering Unmasked Estep 
Score: -17639996.000000 Penalty: 5701.462402
	Iteration 22Q: 3 clusters Score -1.764e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 62572 members 
Entering Unmasked Estep 
Score: -17640242.000000 Penalty: 5701.462402
	Iteration 23Q: 3 clusters Score -1.764024e+07 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36349 members 
Mstep: Class 2 contains 61863 members 
Entering Unmasked Estep 
Score: -17640398.000000 Penalty: 5701.462402
	Iteration 24Q: 3 clusters Score -1.76404e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36941 members 
Mstep: Class 2 contains 61271 members 
Entering Unmasked Estep 
Score: -17640612.000000 Penalty: 5701.462402
	Iteration 25Q: 3 clusters Score -1.764061e+07 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 60786 members 
Entering Unmasked Estep 
Score: -17640768.000000 Penalty: 5701.462402
	Iteration 26Q: 3 clusters Score -1.764077e+07 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37858 members 
Mstep: Class 2 contains 60354 members 
Entering Unmasked Estep 
Score: -17640990.000000 Penalty: 5701.462402
	Iteration 27Q: 3 clusters Score -1.764099e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38213 members 
Mstep: Class 2 contains 59999 members 
Entering Unmasked Estep 
Score: -17641094.000000 Penalty: 5701.462402
	Iteration 28Q: 3 clusters Score -1.764109e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38580 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -17641186.000000 Penalty: 5701.462402
	Iteration 29Q: 3 clusters Score -1.764119e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38988 members 
Mstep: Class 2 contains 59224 members 
Entering Unmasked Estep 
Score: -17641250.000000 Penalty: 5701.462402
	Iteration 30Q: 3 clusters Score -1.764125e+07 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39391 members 
Mstep: Class 2 contains 58821 members 
Entering Unmasked Estep 
Score: -17641376.000000 Penalty: 5701.462402
	Iteration 31Q: 3 clusters Score -1.764138e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39821 members 
Mstep: Class 2 contains 58391 members 
Entering Unmasked Estep 
Score: -17641482.000000 Penalty: 5701.462402
	Iteration 32Q: 3 clusters Score -1.764148e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40243 members 
Mstep: Class 2 contains 57969 members 
Entering Unmasked Estep 
Score: -17641582.000000 Penalty: 5701.462402
	Iteration 33Q: 3 clusters Score -1.764158e+07 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40725 members 
Mstep: Class 2 contains 57487 members 
Entering Unmasked Estep 
Score: -17641670.000000 Penalty: 5701.462402
	Iteration 34Q: 3 clusters Score -1.764167e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41207 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -17641806.000000 Penalty: 5701.462402
	Iteration 35Q: 3 clusters Score -1.764181e+07 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 56549 members 
Entering Unmasked Estep 
Score: -17641958.000000 Penalty: 5701.462402
	Iteration 36Q: 3 clusters Score -1.764196e+07 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42164 members 
Mstep: Class 2 contains 56048 members 
Entering Unmasked Estep 
Score: -17642128.000000 Penalty: 5701.462402
	Iteration 37Q: 3 clusters Score -1.764213e+07 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42667 members 
Mstep: Class 2 contains 55545 members 
Entering Unmasked Estep 
Score: -17642322.000000 Penalty: 5701.462402
	Iteration 38Q: 3 clusters Score -1.764232e+07 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43194 members 
Mstep: Class 2 contains 55018 members 
Entering Unmasked Estep 
Score: -17642432.000000 Penalty: 5701.462402
	Iteration 39Q: 3 clusters Score -1.764243e+07 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43690 members 
Mstep: Class 2 contains 54522 members 
Entering Unmasked Estep 
Score: -17642592.000000 Penalty: 5701.462402
	Iteration 40F: 3 clusters Score -1.764259e+07 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44248 members 
Mstep: Class 2 contains 53964 members 
Entering Unmasked Estep 
Score: -17642734.000000 Penalty: 5701.462402
	Iteration 41Q: 3 clusters Score -1.764273e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44873 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -17642966.000000 Penalty: 5701.462402
	Iteration 42Q: 3 clusters Score -1.764297e+07 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 52654 members 
Entering Unmasked Estep 
Score: -17643254.000000 Penalty: 5701.462402
	Iteration 43Q: 3 clusters Score -1.764325e+07 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46279 members 
Mstep: Class 2 contains 51933 members 
Entering Unmasked Estep 
Score: -17643398.000000 Penalty: 5701.462402
	Iteration 44Q: 3 clusters Score -1.76434e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47032 members 
Mstep: Class 2 contains 51180 members 
Entering Unmasked Estep 
Score: -17643710.000000 Penalty: 5701.462402
	Iteration 45Q: 3 clusters Score -1.764371e+07 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47777 members 
Mstep: Class 2 contains 50435 members 
Entering Unmasked Estep 
Score: -17644068.000000 Penalty: 5701.462402
	Iteration 46Q: 3 clusters Score -1.764407e+07 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48546 members 
Mstep: Class 2 contains 49666 members 
Entering Unmasked Estep 
Score: -17644382.000000 Penalty: 5701.462402
	Iteration 47Q: 3 clusters Score -1.764438e+07 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49376 members 
Mstep: Class 2 contains 48836 members 
Entering Unmasked Estep 
Score: -17644780.000000 Penalty: 5701.462402
	Iteration 48Q: 3 clusters Score -1.764478e+07 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50218 members 
Mstep: Class 2 contains 47994 members 
Entering Unmasked Estep 
Score: -17645296.000000 Penalty: 5701.462402
	Iteration 49Q: 3 clusters Score -1.76453e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51056 members 
Mstep: Class 2 contains 47156 members 
Entering Unmasked Estep 
Score: -17645754.000000 Penalty: 5701.462402
	Iteration 50Q: 3 clusters Score -1.764575e+07 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51756 members 
Mstep: Class 2 contains 46456 members 
Entering Unmasked Estep 
Score: -17646168.000000 Penalty: 5701.462402
	Iteration 51Q: 3 clusters Score -1.764617e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 45891 members 
Entering Unmasked Estep 
Score: -17646592.000000 Penalty: 5701.462402
	Iteration 52Q: 3 clusters Score -1.764659e+07 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52701 members 
Mstep: Class 2 contains 45511 members 
Entering Unmasked Estep 
Score: -17646928.000000 Penalty: 5701.462402
	Iteration 53Q: 3 clusters Score -1.764693e+07 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52991 members 
Mstep: Class 2 contains 45221 members 
Entering Unmasked Estep 
Score: -17647194.000000 Penalty: 5701.462402
	Iteration 54Q: 3 clusters Score -1.764719e+07 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53186 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -17647482.000000 Penalty: 5701.462402
	Iteration 55Q: 3 clusters Score -1.764748e+07 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53237 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -17647718.000000 Penalty: 5701.462402
	Iteration 56Q: 3 clusters Score -1.764772e+07 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 44984 members 
Entering Unmasked Estep 
Score: -17647954.000000 Penalty: 5701.462402
	Iteration 57Q: 3 clusters Score -1.764795e+07 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53134 members 
Mstep: Class 2 contains 45078 members 
Entering Unmasked Estep 
Score: -17648192.000000 Penalty: 5701.462402
	Iteration 58Q: 3 clusters Score -1.764819e+07 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53008 members 
Mstep: Class 2 contains 45204 members 
Entering Unmasked Estep 
Score: -17648280.000000 Penalty: 5701.462402
	Iteration 59Q: 3 clusters Score -1.764828e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 45402 members 
Entering Unmasked Estep 
Score: -17648314.000000 Penalty: 5701.462402
	Iteration 60F: 3 clusters Score -1.764831e+07 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52616 members 
Mstep: Class 2 contains 45596 members 
Entering Unmasked Estep 
Score: -17648366.000000 Penalty: 5701.462402
	Iteration 61Q: 3 clusters Score -1.764837e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 45791 members 
Entering Unmasked Estep 
Score: -17648394.000000 Penalty: 5701.462402
	Iteration 62Q: 3 clusters Score -1.764839e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52205 members 
Mstep: Class 2 contains 46007 members 
Entering Unmasked Estep 
Score: -17648466.000000 Penalty: 5701.462402
	Iteration 63Q: 3 clusters Score -1.764847e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51976 members 
Mstep: Class 2 contains 46236 members 
Entering Unmasked Estep 
Score: -17648440.000000 Penalty: 5701.462402
	Iteration 64Q: 3 clusters Score -1.764844e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51737 members 
Mstep: Class 2 contains 46475 members 
Entering Unmasked Estep 
Score: -17648502.000000 Penalty: 5701.462402
	Iteration 65Q: 3 clusters Score -1.76485e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51543 members 
Mstep: Class 2 contains 46669 members 
Entering Unmasked Estep 
Score: -17648568.000000 Penalty: 5701.462402
	Iteration 66Q: 3 clusters Score -1.764857e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51340 members 
Mstep: Class 2 contains 46872 members 
Entering Unmasked Estep 
Score: -17648600.000000 Penalty: 5701.462402
	Iteration 67Q: 3 clusters Score -1.76486e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51154 members 
Mstep: Class 2 contains 47058 members 
Entering Unmasked Estep 
Score: -17648622.000000 Penalty: 5701.462402
	Iteration 68Q: 3 clusters Score -1.764862e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50961 members 
Mstep: Class 2 contains 47251 members 
Entering Unmasked Estep 
Score: -17648610.000000 Penalty: 5701.462402
	Iteration 69Q: 3 clusters Score -1.764861e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50762 members 
Mstep: Class 2 contains 47450 members 
Entering Unmasked Estep 
Score: -17648638.000000 Penalty: 5701.462402
	Iteration 70Q: 3 clusters Score -1.764864e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50594 members 
Mstep: Class 2 contains 47618 members 
Entering Unmasked Estep 
Score: -17648646.000000 Penalty: 5701.462402
	Iteration 71Q: 3 clusters Score -1.764865e+07 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50477 members 
Mstep: Class 2 contains 47735 members 
Entering Unmasked Estep 
Score: -17648662.000000 Penalty: 5701.462402
	Iteration 72Q: 3 clusters Score -1.764866e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50380 members 
Mstep: Class 2 contains 47832 members 
Entering Unmasked Estep 
Score: -17648652.000000 Penalty: 5701.462402
	Iteration 73Q: 3 clusters Score -1.764865e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 47936 members 
Entering Unmasked Estep 
Score: -17648644.000000 Penalty: 5701.462402
	Iteration 74Q: 3 clusters Score -1.764864e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50174 members 
Mstep: Class 2 contains 48038 members 
Entering Unmasked Estep 
Score: -17648648.000000 Penalty: 5701.462402
	Iteration 75Q: 3 clusters Score -1.764865e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50081 members 
Mstep: Class 2 contains 48131 members 
Entering Unmasked Estep 
Score: -17648638.000000 Penalty: 5701.462402
	Iteration 76Q: 3 clusters Score -1.764864e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49989 members 
Mstep: Class 2 contains 48223 members 
Entering Unmasked Estep 
Score: -17648654.000000 Penalty: 5701.462402
	Iteration 77Q: 3 clusters Score -1.764865e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49914 members 
Mstep: Class 2 contains 48298 members 
Entering Unmasked Estep 
Score: -17648666.000000 Penalty: 5701.462402
	Iteration 78Q: 3 clusters Score -1.764867e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49846 members 
Mstep: Class 2 contains 48366 members 
Entering Unmasked Estep 
Score: -17648700.000000 Penalty: 5701.462402
	Iteration 79Q: 3 clusters Score -1.76487e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49772 members 
Mstep: Class 2 contains 48440 members 
Entering Unmasked Estep 
Score: -17648708.000000 Penalty: 5701.462402
	Iteration 80F: 3 clusters Score -1.764871e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49705 members 
Mstep: Class 2 contains 48507 members 
Entering Unmasked Estep 
Score: -17648734.000000 Penalty: 5701.462402
	Iteration 81Q: 3 clusters Score -1.764873e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49652 members 
Mstep: Class 2 contains 48560 members 
Entering Unmasked Estep 
Score: -17648724.000000 Penalty: 5701.462402
	Iteration 82Q: 3 clusters Score -1.764872e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49600 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -17648730.000000 Penalty: 5701.462402
	Iteration 83Q: 3 clusters Score -1.764873e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 48658 members 
Entering Unmasked Estep 
Score: -17648722.000000 Penalty: 5701.462402
	Iteration 84Q: 3 clusters Score -1.764872e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49512 members 
Mstep: Class 2 contains 48700 members 
Entering Unmasked Estep 
Score: -17648740.000000 Penalty: 5701.462402
	Iteration 85Q: 3 clusters Score -1.764874e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49475 members 
Mstep: Class 2 contains 48737 members 
Entering Unmasked Estep 
Score: -17648736.000000 Penalty: 5701.462402
	Iteration 86Q: 3 clusters Score -1.764874e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49446 members 
Mstep: Class 2 contains 48766 members 
Entering Unmasked Estep 
Score: -17648768.000000 Penalty: 5701.462402
	Iteration 87Q: 3 clusters Score -1.764877e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49418 members 
Mstep: Class 2 contains 48794 members 
Entering Unmasked Estep 
Score: -17648740.000000 Penalty: 5701.462402
	Iteration 88Q: 3 clusters Score -1.764874e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49397 members 
Mstep: Class 2 contains 48815 members 
Entering Unmasked Estep 
Score: -17648744.000000 Penalty: 5701.462402
	Iteration 89Q: 3 clusters Score -1.764874e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49381 members 
Mstep: Class 2 contains 48831 members 
Entering Unmasked Estep 
Score: -17648774.000000 Penalty: 5701.462402
	Iteration 90Q: 3 clusters Score -1.764877e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49365 members 
Mstep: Class 2 contains 48847 members 
Entering Unmasked Estep 
Score: -17648756.000000 Penalty: 5701.462402
	Iteration 91Q: 3 clusters Score -1.764876e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49345 members 
Mstep: Class 2 contains 48867 members 
Entering Unmasked Estep 
Score: -17648766.000000 Penalty: 5701.462402
	Iteration 92Q: 3 clusters Score -1.764877e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49323 members 
Mstep: Class 2 contains 48889 members 
Entering Unmasked Estep 
Score: -17648760.000000 Penalty: 5701.462402
	Iteration 93Q: 3 clusters Score -1.764876e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49293 members 
Mstep: Class 2 contains 48919 members 
Entering Unmasked Estep 
Score: -17648768.000000 Penalty: 5701.462402
	Iteration 94Q: 3 clusters Score -1.764877e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49266 members 
Mstep: Class 2 contains 48946 members 
Entering Unmasked Estep 
Score: -17648752.000000 Penalty: 5701.462402
	Iteration 95Q: 3 clusters Score -1.764875e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49247 members 
Mstep: Class 2 contains 48965 members 
Entering Unmasked Estep 
Score: -17648750.000000 Penalty: 5701.462402
	Iteration 96Q: 3 clusters Score -1.764875e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49228 members 
Mstep: Class 2 contains 48984 members 
Entering Unmasked Estep 
Score: -17648768.000000 Penalty: 5701.462402
	Iteration 97Q: 3 clusters Score -1.764877e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49215 members 
Mstep: Class 2 contains 48997 members 
Entering Unmasked Estep 
Score: -17648764.000000 Penalty: 5701.462402
	Iteration 98Q: 3 clusters Score -1.764876e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49199 members 
Mstep: Class 2 contains 49013 members 
Entering Unmasked Estep 
Score: -17648764.000000 Penalty: 5701.462402
	Iteration 99Q: 3 clusters Score -1.764876e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49184 members 
Mstep: Class 2 contains 49028 members 
Entering Unmasked Estep 
Score: -17648764.000000 Penalty: 5701.462402
	Iteration 100F: 3 clusters Score -1.764876e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49172 members 
Mstep: Class 2 contains 49040 members 
Entering Unmasked Estep 
Score: -17648778.000000 Penalty: 5701.462402
	Iteration 101Q: 3 clusters Score -1.764878e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 49051 members 
Entering Unmasked Estep 
Score: -17648776.000000 Penalty: 5701.462402
	Iteration 102Q: 3 clusters Score -1.764878e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49152 members 
Mstep: Class 2 contains 49060 members 
Entering Unmasked Estep 
Score: -17648780.000000 Penalty: 5701.462402
	Iteration 103Q: 3 clusters Score -1.764878e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49143 members 
Mstep: Class 2 contains 49069 members 
Entering Unmasked Estep 
Score: -17648784.000000 Penalty: 5701.462402
	Iteration 104Q: 3 clusters Score -1.764878e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49133 members 
Mstep: Class 2 contains 49079 members 
Entering Unmasked Estep 
Score: -17648786.000000 Penalty: 5701.462402
	Iteration 105Q: 3 clusters Score -1.764879e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49114 members 
Mstep: Class 2 contains 49098 members 
Entering Unmasked Estep 
Score: -17648790.000000 Penalty: 5701.462402
	Iteration 106Q: 3 clusters Score -1.764879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49098 members 
Mstep: Class 2 contains 49114 members 
Entering Unmasked Estep 
Score: -17648788.000000 Penalty: 5701.462402
	Iteration 107Q: 3 clusters Score -1.764879e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49080 members 
Mstep: Class 2 contains 49132 members 
Entering Unmasked Estep 
Score: -17648780.000000 Penalty: 5701.462402
	Iteration 108Q: 3 clusters Score -1.764878e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49059 members 
Mstep: Class 2 contains 49153 members 
Entering Unmasked Estep 
Score: -17648786.000000 Penalty: 5701.462402
	Iteration 109Q: 3 clusters Score -1.764879e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49046 members 
Mstep: Class 2 contains 49166 members 
Entering Unmasked Estep 
Score: -17648788.000000 Penalty: 5701.462402
	Iteration 110Q: 3 clusters Score -1.764879e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49032 members 
Mstep: Class 2 contains 49180 members 
Entering Unmasked Estep 
Score: -17648784.000000 Penalty: 5701.462402
	Iteration 111Q: 3 clusters Score -1.764878e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49008 members 
Mstep: Class 2 contains 49204 members 
Entering Unmasked Estep 
Score: -17648766.000000 Penalty: 5701.462402
	Iteration 112Q: 3 clusters Score -1.764877e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48982 members 
Mstep: Class 2 contains 49230 members 
Entering Unmasked Estep 
Score: -17648770.000000 Penalty: 5701.462402
	Iteration 113Q: 3 clusters Score -1.764877e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48957 members 
Mstep: Class 2 contains 49255 members 
Entering Unmasked Estep 
Score: -17648766.000000 Penalty: 5701.462402
	Iteration 114Q: 3 clusters Score -1.764877e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48933 members 
Mstep: Class 2 contains 49279 members 
Entering Unmasked Estep 
Score: -17648788.000000 Penalty: 5701.462402
	Iteration 115Q: 3 clusters Score -1.764879e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48909 members 
Mstep: Class 2 contains 49303 members 
Entering Unmasked Estep 
Score: -17648806.000000 Penalty: 5701.462402
	Iteration 116Q: 3 clusters Score -1.764881e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48886 members 
Mstep: Class 2 contains 49326 members 
Entering Unmasked Estep 
Score: -17648840.000000 Penalty: 5701.462402
	Iteration 117Q: 3 clusters Score -1.764884e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48859 members 
Mstep: Class 2 contains 49353 members 
Entering Unmasked Estep 
Score: -17648836.000000 Penalty: 5701.462402
	Iteration 118Q: 3 clusters Score -1.764884e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48832 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -17648818.000000 Penalty: 5701.462402
	Iteration 119Q: 3 clusters Score -1.764882e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48799 members 
Mstep: Class 2 contains 49413 members 
Entering Unmasked Estep 
Score: -17648834.000000 Penalty: 5701.462402
	Iteration 120F: 3 clusters Score -1.764883e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48772 members 
Mstep: Class 2 contains 49440 members 
Entering Unmasked Estep 
Score: -17648848.000000 Penalty: 5701.462402
	Iteration 121Q: 3 clusters Score -1.764885e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48748 members 
Mstep: Class 2 contains 49464 members 
Entering Unmasked Estep 
Score: -17648862.000000 Penalty: 5701.462402
	Iteration 122Q: 3 clusters Score -1.764886e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48725 members 
Mstep: Class 2 contains 49487 members 
Entering Unmasked Estep 
Score: -17648870.000000 Penalty: 5701.462402
	Iteration 123Q: 3 clusters Score -1.764887e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48708 members 
Mstep: Class 2 contains 49504 members 
Entering Unmasked Estep 
Score: -17648872.000000 Penalty: 5701.462402
	Iteration 124Q: 3 clusters Score -1.764887e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 49524 members 
Entering Unmasked Estep 
Score: -17648874.000000 Penalty: 5701.462402
	Iteration 125Q: 3 clusters Score -1.764887e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48664 members 
Mstep: Class 2 contains 49548 members 
Entering Unmasked Estep 
Score: -17648850.000000 Penalty: 5701.462402
	Iteration 126Q: 3 clusters Score -1.764885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48650 members 
Mstep: Class 2 contains 49562 members 
Entering Unmasked Estep 
Score: -17648860.000000 Penalty: 5701.462402
	Iteration 127Q: 3 clusters Score -1.764886e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48637 members 
Mstep: Class 2 contains 49575 members 
Entering Unmasked Estep 
Score: -17648846.000000 Penalty: 5701.462402
	Iteration 128Q: 3 clusters Score -1.764885e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 49589 members 
Entering Unmasked Estep 
Score: -17648850.000000 Penalty: 5701.462402
	Iteration 129Q: 3 clusters Score -1.764885e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48605 members 
Mstep: Class 2 contains 49607 members 
Entering Unmasked Estep 
Score: -17648822.000000 Penalty: 5701.462402
	Iteration 130Q: 3 clusters Score -1.764882e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48583 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -17648828.000000 Penalty: 5701.462402
	Iteration 131Q: 3 clusters Score -1.764883e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48559 members 
Mstep: Class 2 contains 49653 members 
Entering Unmasked Estep 
Score: -17648814.000000 Penalty: 5701.462402
	Iteration 132Q: 3 clusters Score -1.764881e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48545 members 
Mstep: Class 2 contains 49667 members 
Entering Unmasked Estep 
Score: -17648832.000000 Penalty: 5701.462402
	Iteration 133Q: 3 clusters Score -1.764883e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48528 members 
Mstep: Class 2 contains 49684 members 
Entering Unmasked Estep 
Score: -17648832.000000 Penalty: 5701.462402
	Iteration 134Q: 3 clusters Score -1.764883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48514 members 
Mstep: Class 2 contains 49698 members 
Entering Unmasked Estep 
Score: -17648834.000000 Penalty: 5701.462402
	Iteration 135Q: 3 clusters Score -1.764883e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48500 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -17648828.000000 Penalty: 5701.462402
	Iteration 136Q: 3 clusters Score -1.764883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48485 members 
Mstep: Class 2 contains 49727 members 
Entering Unmasked Estep 
Score: -17648834.000000 Penalty: 5701.462402
	Iteration 137Q: 3 clusters Score -1.764883e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48475 members 
Mstep: Class 2 contains 49737 members 
Entering Unmasked Estep 
Score: -17648822.000000 Penalty: 5701.462402
	Iteration 138Q: 3 clusters Score -1.764882e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48465 members 
Mstep: Class 2 contains 49747 members 
Entering Unmasked Estep 
Score: -17648816.000000 Penalty: 5701.462402
	Iteration 139Q: 3 clusters Score -1.764882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48455 members 
Mstep: Class 2 contains 49757 members 
Entering Unmasked Estep 
Score: -17648810.000000 Penalty: 5701.462402
	Iteration 140F: 3 clusters Score -1.764881e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48448 members 
Mstep: Class 2 contains 49764 members 
Entering Unmasked Estep 
Score: -17648802.000000 Penalty: 5701.462402
	Iteration 141Q: 3 clusters Score -1.76488e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48443 members 
Mstep: Class 2 contains 49769 members 
Entering Unmasked Estep 
Score: -17648814.000000 Penalty: 5701.462402
	Iteration 142Q: 3 clusters Score -1.764881e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48437 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -17648812.000000 Penalty: 5701.462402
	Iteration 143Q: 3 clusters Score -1.764881e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48429 members 
Mstep: Class 2 contains 49783 members 
Entering Unmasked Estep 
Score: -17648824.000000 Penalty: 5701.462402
	Iteration 144Q: 3 clusters Score -1.764882e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48419 members 
Mstep: Class 2 contains 49793 members 
Entering Unmasked Estep 
Score: -17648832.000000 Penalty: 5701.462402
	Iteration 145Q: 3 clusters Score -1.764883e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48410 members 
Mstep: Class 2 contains 49802 members 
Entering Unmasked Estep 
Score: -17648834.000000 Penalty: 5701.462402
	Iteration 146Q: 3 clusters Score -1.764883e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48402 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -17648830.000000 Penalty: 5701.462402
	Iteration 147Q: 3 clusters Score -1.764883e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48395 members 
Mstep: Class 2 contains 49817 members 
Entering Unmasked Estep 
Score: -17648836.000000 Penalty: 5701.462402
	Iteration 148Q: 3 clusters Score -1.764884e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 49828 members 
Entering Unmasked Estep 
Score: -17648822.000000 Penalty: 5701.462402
	Iteration 149Q: 3 clusters Score -1.764882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48375 members 
Mstep: Class 2 contains 49837 members 
Entering Unmasked Estep 
Score: -17648828.000000 Penalty: 5701.462402
	Iteration 150Q: 3 clusters Score -1.764883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48360 members 
Mstep: Class 2 contains 49852 members 
Entering Unmasked Estep 
Score: -17648832.000000 Penalty: 5701.462402
	Iteration 151Q: 3 clusters Score -1.764883e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -17648832.000000 Penalty: 5701.462402
	Iteration 152Q: 3 clusters Score -1.764883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48329 members 
Mstep: Class 2 contains 49883 members 
Entering Unmasked Estep 
Score: -17648818.000000 Penalty: 5701.462402
	Iteration 153Q: 3 clusters Score -1.764882e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 49892 members 
Entering Unmasked Estep 
Score: -17648820.000000 Penalty: 5701.462402
	Iteration 154Q: 3 clusters Score -1.764882e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48310 members 
Mstep: Class 2 contains 49902 members 
Entering Unmasked Estep 
Score: -17648818.000000 Penalty: 5701.462402
	Iteration 155Q: 3 clusters Score -1.764882e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48299 members 
Mstep: Class 2 contains 49913 members 
Entering Unmasked Estep 
Score: -17648854.000000 Penalty: 5701.462402
	Iteration 156Q: 3 clusters Score -1.764885e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48290 members 
Mstep: Class 2 contains 49922 members 
Entering Unmasked Estep 
Score: -17648850.000000 Penalty: 5701.462402
	Iteration 157Q: 3 clusters Score -1.764885e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 49932 members 
Entering Unmasked Estep 
Score: -17648856.000000 Penalty: 5701.462402
	Iteration 158Q: 3 clusters Score -1.764886e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48269 members 
Mstep: Class 2 contains 49943 members 
Entering Unmasked Estep 
Score: -17648840.000000 Penalty: 5701.462402
	Iteration 159Q: 3 clusters Score -1.764884e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48260 members 
Mstep: Class 2 contains 49952 members 
Entering Unmasked Estep 
Score: -17648846.000000 Penalty: 5701.462402
	Iteration 160F: 3 clusters Score -1.764885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48252 members 
Mstep: Class 2 contains 49960 members 
Entering Unmasked Estep 
Score: -17648856.000000 Penalty: 5701.462402
	Iteration 161Q: 3 clusters Score -1.764886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48246 members 
Mstep: Class 2 contains 49966 members 
Entering Unmasked Estep 
Score: -17648844.000000 Penalty: 5701.462402
	Iteration 162Q: 3 clusters Score -1.764884e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 49973 members 
Entering Unmasked Estep 
Score: -17648842.000000 Penalty: 5701.462402
	Iteration 163Q: 3 clusters Score -1.764884e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48235 members 
Mstep: Class 2 contains 49977 members 
Entering Unmasked Estep 
Score: -17648842.000000 Penalty: 5701.462402
	Iteration 164Q: 3 clusters Score -1.764884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48229 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -17648856.000000 Penalty: 5701.462402
	Iteration 165Q: 3 clusters Score -1.764886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48223 members 
Mstep: Class 2 contains 49989 members 
Entering Unmasked Estep 
Score: -17648854.000000 Penalty: 5701.462402
	Iteration 166Q: 3 clusters Score -1.764885e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48217 members 
Mstep: Class 2 contains 49995 members 
Entering Unmasked Estep 
Score: -17648862.000000 Penalty: 5701.462402
	Iteration 167Q: 3 clusters Score -1.764886e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48208 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -17648868.000000 Penalty: 5701.462402
	Iteration 168Q: 3 clusters Score -1.764887e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 50017 members 
Entering Unmasked Estep 
Score: -17648862.000000 Penalty: 5701.462402
	Iteration 169Q: 3 clusters Score -1.764886e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 50032 members 
Entering Unmasked Estep 
Score: -17648872.000000 Penalty: 5701.462402
	Iteration 170Q: 3 clusters Score -1.764887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 50051 members 
Entering Unmasked Estep 
Score: -17648862.000000 Penalty: 5701.462402
	Iteration 171Q: 3 clusters Score -1.764886e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48142 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -17648864.000000 Penalty: 5701.462402
	Iteration 172Q: 3 clusters Score -1.764886e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48126 members 
Mstep: Class 2 contains 50086 members 
Entering Unmasked Estep 
Score: -17648868.000000 Penalty: 5701.462402
	Iteration 173Q: 3 clusters Score -1.764887e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48107 members 
Mstep: Class 2 contains 50105 members 
Entering Unmasked Estep 
Score: -17648868.000000 Penalty: 5701.462402
	Iteration 174Q: 3 clusters Score -1.764887e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48092 members 
Mstep: Class 2 contains 50120 members 
Entering Unmasked Estep 
Score: -17648854.000000 Penalty: 5701.462402
	Iteration 175Q: 3 clusters Score -1.764885e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48070 members 
Mstep: Class 2 contains 50142 members 
Entering Unmasked Estep 
Score: -17648844.000000 Penalty: 5701.462402
	Iteration 176Q: 3 clusters Score -1.764884e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48046 members 
Mstep: Class 2 contains 50166 members 
Entering Unmasked Estep 
Score: -17648854.000000 Penalty: 5701.462402
	Iteration 177Q: 3 clusters Score -1.764885e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48022 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -17648850.000000 Penalty: 5701.462402
	Iteration 178Q: 3 clusters Score -1.764885e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48001 members 
Mstep: Class 2 contains 50211 members 
Entering Unmasked Estep 
Score: -17648848.000000 Penalty: 5701.462402
	Iteration 179Q: 3 clusters Score -1.764885e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47981 members 
Mstep: Class 2 contains 50231 members 
Entering Unmasked Estep 
Score: -17648834.000000 Penalty: 5701.462402
	Iteration 180F: 3 clusters Score -1.764883e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 50246 members 
Entering Unmasked Estep 
Score: -17648840.000000 Penalty: 5701.462402
	Iteration 181Q: 3 clusters Score -1.764884e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47950 members 
Mstep: Class 2 contains 50262 members 
Entering Unmasked Estep 
Score: -17648852.000000 Penalty: 5701.462402
	Iteration 182Q: 3 clusters Score -1.764885e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 50270 members 
Entering Unmasked Estep 
Score: -17648852.000000 Penalty: 5701.462402
	Iteration 183Q: 3 clusters Score -1.764885e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47936 members 
Mstep: Class 2 contains 50276 members 
Entering Unmasked Estep 
Score: -17648856.000000 Penalty: 5701.462402
	Iteration 184Q: 3 clusters Score -1.764886e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47934 members 
Mstep: Class 2 contains 50278 members 
Entering Unmasked Estep 
Score: -17648860.000000 Penalty: 5701.462402
	Iteration 185Q: 3 clusters Score -1.764886e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47930 members 
Mstep: Class 2 contains 50282 members 
Entering Unmasked Estep 
Score: -17648860.000000 Penalty: 5701.462402
	Iteration 186Q: 3 clusters Score -1.764886e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47922 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -17648846.000000 Penalty: 5701.462402
	Iteration 187Q: 3 clusters Score -1.764885e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47915 members 
Mstep: Class 2 contains 50297 members 
Entering Unmasked Estep 
Score: -17648836.000000 Penalty: 5701.462402
	Iteration 188Q: 3 clusters Score -1.764884e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47911 members 
Mstep: Class 2 contains 50301 members 
Entering Unmasked Estep 
Score: -17648838.000000 Penalty: 5701.462402
	Iteration 189Q: 3 clusters Score -1.764884e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -17648836.000000 Penalty: 5701.462402
	Iteration 190Q: 3 clusters Score -1.764884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47908 members 
Mstep: Class 2 contains 50304 members 
Entering Unmasked Estep 
Score: -17648836.000000 Penalty: 5701.462402
	Iteration 191F: 3 clusters Score -1.764884e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 54728 members 
Mstep: Class 10 contains 44293 members 
Mstep: Class 11 contains 34719 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 71295 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 35270 members 
Mstep: Class 27 contains 51573 members 
Mstep: Class 28 contains 60727 members 
Mstep: Class 29 contains 6481 members 
Mstep: Class 30 contains 32897 members 
Mstep: Class 31 contains 50304 members 
Entering Unmasked Estep 
Score: -207570320.000000 Penalty: 107059.031250
Splitting cluster 12 changes total score from -207356240.000000 to -207570320.000000
So it's getting split into cluster 31.
Entering ConstructFrom: 
Trying to split cluster 13 (814 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Entering Unmasked Estep 
Score: -151057.890625 Penalty: 1662.086182
	Iteration 0F: 2 clusters Score -151057.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -149279.171875 Penalty: 3324.172363
	Iteration 0F: 3 clusters Score -149279.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -149513.828125 Penalty: 3324.172363
	Iteration 1F: 3 clusters Score -149513.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -149598.281250 Penalty: 3324.172363
	Iteration 2F: 3 clusters Score -149598.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -149657.156250 Penalty: 3324.172363
	Iteration 3Q: 3 clusters Score -149657.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -149696.171875 Penalty: 3324.172363
	Iteration 4Q: 3 clusters Score -149696.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -149714.437500 Penalty: 3324.172363
	Iteration 5Q: 3 clusters Score -149714.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -149725.093750 Penalty: 3324.172363
	Iteration 6Q: 3 clusters Score -149725.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -149733.796875 Penalty: 3324.172363
	Iteration 7Q: 3 clusters Score -149733.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -149738.140625 Penalty: 3324.172363
	Iteration 8Q: 3 clusters Score -149738.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -149739.828125 Penalty: 3324.172363
	Iteration 9Q: 3 clusters Score -149739.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -149741.062500 Penalty: 3324.172363
	Iteration 10Q: 3 clusters Score -149741.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -149744.546875 Penalty: 3324.172363
	Iteration 11Q: 3 clusters Score -149744.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -149748.953125 Penalty: 3324.172363
	Iteration 12Q: 3 clusters Score -149749 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -149750.390625 Penalty: 3324.172363
	Iteration 13Q: 3 clusters Score -149750.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -149750.828125 Penalty: 3324.172363
	Iteration 14Q: 3 clusters Score -149750.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -149752.406250 Penalty: 3324.172363
	Iteration 15Q: 3 clusters Score -149752.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -149753.671875 Penalty: 3324.172363
	Iteration 16Q: 3 clusters Score -149753.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -149754.218750 Penalty: 3324.172363
	Iteration 17Q: 3 clusters Score -149754.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -149754.218750 Penalty: 3324.172363
	Iteration 18F: 3 clusters Score -149754.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (71295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71295 members 
Entering Unmasked Estep 
Score: -14322512.000000 Penalty: 2771.296143
	Iteration 0F: 2 clusters Score -1.432251e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35437 members 
Mstep: Class 2 contains 35858 members 
Entering Unmasked Estep 
Score: -14333179.000000 Penalty: 5542.592285
	Iteration 0F: 3 clusters Score -1.433318e+07 nChanged 33406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35831 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -14351746.000000 Penalty: 5542.592285
	Iteration 1F: 3 clusters Score -1.435175e+07 nChanged 3772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36719 members 
Mstep: Class 2 contains 34576 members 
Entering Unmasked Estep 
Score: -14352607.000000 Penalty: 5542.592285
	Iteration 2F: 3 clusters Score -1.435261e+07 nChanged 3661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36896 members 
Mstep: Class 2 contains 34399 members 
Entering Unmasked Estep 
Score: -14353836.000000 Penalty: 5542.592285
	Iteration 3F: 3 clusters Score -1.435384e+07 nChanged 3730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36528 members 
Mstep: Class 2 contains 34767 members 
Entering Unmasked Estep 
Score: -14355690.000000 Penalty: 5542.592285
	Iteration 4F: 3 clusters Score -1.435569e+07 nChanged 4283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Mstep: Class 2 contains 35280 members 
Entering Unmasked Estep 
Score: -14358455.000000 Penalty: 5542.592285
	Iteration 5F: 3 clusters Score -1.435846e+07 nChanged 4979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35562 members 
Mstep: Class 2 contains 35733 members 
Entering Unmasked Estep 
Score: -14362108.000000 Penalty: 5542.592285
	Iteration 6F: 3 clusters Score -1.436211e+07 nChanged 4863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35155 members 
Mstep: Class 2 contains 36140 members 
Entering Unmasked Estep 
Score: -14364995.000000 Penalty: 5542.592285
	Iteration 7F: 3 clusters Score -1.4365e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34765 members 
Mstep: Class 2 contains 36530 members 
Entering Unmasked Estep 
Score: -14366045.000000 Penalty: 5542.592285
	Iteration 8F: 3 clusters Score -1.436604e+07 nChanged 2007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34374 members 
Mstep: Class 2 contains 36921 members 
Entering Unmasked Estep 
Score: -14366242.000000 Penalty: 5542.592285
	Iteration 9Q: 3 clusters Score -1.436624e+07 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34098 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -14366313.000000 Penalty: 5542.592285
	Iteration 10Q: 3 clusters Score -1.436631e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33911 members 
Mstep: Class 2 contains 37384 members 
Entering Unmasked Estep 
Score: -14366370.000000 Penalty: 5542.592285
	Iteration 11Q: 3 clusters Score -1.436637e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33756 members 
Mstep: Class 2 contains 37539 members 
Entering Unmasked Estep 
Score: -14366355.000000 Penalty: 5542.592285
	Iteration 12Q: 3 clusters Score -1.436636e+07 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33611 members 
Mstep: Class 2 contains 37684 members 
Entering Unmasked Estep 
Score: -14366380.000000 Penalty: 5542.592285
	Iteration 13Q: 3 clusters Score -1.436638e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33530 members 
Mstep: Class 2 contains 37765 members 
Entering Unmasked Estep 
Score: -14366317.000000 Penalty: 5542.592285
	Iteration 14Q: 3 clusters Score -1.436632e+07 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33420 members 
Mstep: Class 2 contains 37875 members 
Entering Unmasked Estep 
Score: -14366266.000000 Penalty: 5542.592285
	Iteration 15Q: 3 clusters Score -1.436627e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33313 members 
Mstep: Class 2 contains 37982 members 
Entering Unmasked Estep 
Score: -14366316.000000 Penalty: 5542.592285
	Iteration 16Q: 3 clusters Score -1.436632e+07 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33180 members 
Mstep: Class 2 contains 38115 members 
Entering Unmasked Estep 
Score: -14366357.000000 Penalty: 5542.592285
	Iteration 17Q: 3 clusters Score -1.436636e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 38237 members 
Entering Unmasked Estep 
Score: -14366363.000000 Penalty: 5542.592285
	Iteration 18Q: 3 clusters Score -1.436636e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32940 members 
Mstep: Class 2 contains 38355 members 
Entering Unmasked Estep 
Score: -14366388.000000 Penalty: 5542.592285
	Iteration 19Q: 3 clusters Score -1.436639e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 38447 members 
Entering Unmasked Estep 
Score: -14366410.000000 Penalty: 5542.592285
	Iteration 20F: 3 clusters Score -1.436641e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32791 members 
Mstep: Class 2 contains 38504 members 
Entering Unmasked Estep 
Score: -14366424.000000 Penalty: 5542.592285
	Iteration 21Q: 3 clusters Score -1.436642e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32738 members 
Mstep: Class 2 contains 38557 members 
Entering Unmasked Estep 
Score: -14366469.000000 Penalty: 5542.592285
	Iteration 22Q: 3 clusters Score -1.436647e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32688 members 
Mstep: Class 2 contains 38607 members 
Entering Unmasked Estep 
Score: -14366487.000000 Penalty: 5542.592285
	Iteration 23Q: 3 clusters Score -1.436649e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -14366453.000000 Penalty: 5542.592285
	Iteration 24Q: 3 clusters Score -1.436645e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32544 members 
Mstep: Class 2 contains 38751 members 
Entering Unmasked Estep 
Score: -14366469.000000 Penalty: 5542.592285
	Iteration 25Q: 3 clusters Score -1.436647e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32485 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -14366421.000000 Penalty: 5542.592285
	Iteration 26Q: 3 clusters Score -1.436642e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 38878 members 
Entering Unmasked Estep 
Score: -14366490.000000 Penalty: 5542.592285
	Iteration 27Q: 3 clusters Score -1.436649e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32347 members 
Mstep: Class 2 contains 38948 members 
Entering Unmasked Estep 
Score: -14366480.000000 Penalty: 5542.592285
	Iteration 28Q: 3 clusters Score -1.436648e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 38956 members 
Entering Unmasked Estep 
Score: -14366462.000000 Penalty: 5542.592285
	Iteration 29Q: 3 clusters Score -1.436646e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -14366464.000000 Penalty: 5542.592285
	Iteration 30Q: 3 clusters Score -1.436646e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32314 members 
Mstep: Class 2 contains 38981 members 
Entering Unmasked Estep 
Score: -14366460.000000 Penalty: 5542.592285
	Iteration 31Q: 3 clusters Score -1.436646e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32328 members 
Mstep: Class 2 contains 38967 members 
Entering Unmasked Estep 
Score: -14366471.000000 Penalty: 5542.592285
	Iteration 32Q: 3 clusters Score -1.436647e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32343 members 
Mstep: Class 2 contains 38952 members 
Entering Unmasked Estep 
Score: -14366454.000000 Penalty: 5542.592285
	Iteration 33Q: 3 clusters Score -1.436645e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32352 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -14366460.000000 Penalty: 5542.592285
	Iteration 34Q: 3 clusters Score -1.436646e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32379 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -14366446.000000 Penalty: 5542.592285
	Iteration 35Q: 3 clusters Score -1.436645e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32398 members 
Mstep: Class 2 contains 38897 members 
Entering Unmasked Estep 
Score: -14366429.000000 Penalty: 5542.592285
	Iteration 36Q: 3 clusters Score -1.436643e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32426 members 
Mstep: Class 2 contains 38869 members 
Entering Unmasked Estep 
Score: -14366402.000000 Penalty: 5542.592285
	Iteration 37Q: 3 clusters Score -1.43664e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32454 members 
Mstep: Class 2 contains 38841 members 
Entering Unmasked Estep 
Score: -14366386.000000 Penalty: 5542.592285
	Iteration 38Q: 3 clusters Score -1.436639e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32471 members 
Mstep: Class 2 contains 38824 members 
Entering Unmasked Estep 
Score: -14366361.000000 Penalty: 5542.592285
	Iteration 39Q: 3 clusters Score -1.436636e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32503 members 
Mstep: Class 2 contains 38792 members 
Entering Unmasked Estep 
Score: -14366384.000000 Penalty: 5542.592285
	Iteration 40F: 3 clusters Score -1.436638e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32527 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -14366386.000000 Penalty: 5542.592285
	Iteration 41Q: 3 clusters Score -1.436639e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32543 members 
Mstep: Class 2 contains 38752 members 
Entering Unmasked Estep 
Score: -14366394.000000 Penalty: 5542.592285
	Iteration 42Q: 3 clusters Score -1.436639e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -14366426.000000 Penalty: 5542.592285
	Iteration 43Q: 3 clusters Score -1.436643e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32579 members 
Mstep: Class 2 contains 38716 members 
Entering Unmasked Estep 
Score: -14366405.000000 Penalty: 5542.592285
	Iteration 44Q: 3 clusters Score -1.43664e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -14366396.000000 Penalty: 5542.592285
	Iteration 45Q: 3 clusters Score -1.43664e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 38649 members 
Entering Unmasked Estep 
Score: -14366378.000000 Penalty: 5542.592285
	Iteration 46Q: 3 clusters Score -1.436638e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32672 members 
Mstep: Class 2 contains 38623 members 
Entering Unmasked Estep 
Score: -14366418.000000 Penalty: 5542.592285
	Iteration 47Q: 3 clusters Score -1.436642e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32711 members 
Mstep: Class 2 contains 38584 members 
Entering Unmasked Estep 
Score: -14366425.000000 Penalty: 5542.592285
	Iteration 48Q: 3 clusters Score -1.436642e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32734 members 
Mstep: Class 2 contains 38561 members 
Entering Unmasked Estep 
Score: -14366407.000000 Penalty: 5542.592285
	Iteration 49Q: 3 clusters Score -1.436641e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32768 members 
Mstep: Class 2 contains 38527 members 
Entering Unmasked Estep 
Score: -14366403.000000 Penalty: 5542.592285
	Iteration 50Q: 3 clusters Score -1.43664e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32782 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -14366378.000000 Penalty: 5542.592285
	Iteration 51Q: 3 clusters Score -1.436638e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32786 members 
Mstep: Class 2 contains 38509 members 
Entering Unmasked Estep 
Score: -14366438.000000 Penalty: 5542.592285
	Iteration 52Q: 3 clusters Score -1.436644e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32806 members 
Mstep: Class 2 contains 38489 members 
Entering Unmasked Estep 
Score: -14366435.000000 Penalty: 5542.592285
	Iteration 53Q: 3 clusters Score -1.436644e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -14366434.000000 Penalty: 5542.592285
	Iteration 54Q: 3 clusters Score -1.436643e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32811 members 
Mstep: Class 2 contains 38484 members 
Entering Unmasked Estep 
Score: -14366388.000000 Penalty: 5542.592285
	Iteration 55Q: 3 clusters Score -1.436639e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 38501 members 
Entering Unmasked Estep 
Score: -14366393.000000 Penalty: 5542.592285
	Iteration 56Q: 3 clusters Score -1.436639e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32781 members 
Mstep: Class 2 contains 38514 members 
Entering Unmasked Estep 
Score: -14366410.000000 Penalty: 5542.592285
	Iteration 57Q: 3 clusters Score -1.436641e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32763 members 
Mstep: Class 2 contains 38532 members 
Entering Unmasked Estep 
Score: -14366386.000000 Penalty: 5542.592285
	Iteration 58Q: 3 clusters Score -1.436639e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32750 members 
Mstep: Class 2 contains 38545 members 
Entering Unmasked Estep 
Score: -14366389.000000 Penalty: 5542.592285
	Iteration 59Q: 3 clusters Score -1.436639e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32737 members 
Mstep: Class 2 contains 38558 members 
Entering Unmasked Estep 
Score: -14366379.000000 Penalty: 5542.592285
	Iteration 60F: 3 clusters Score -1.436638e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32730 members 
Mstep: Class 2 contains 38565 members 
Entering Unmasked Estep 
Score: -14366396.000000 Penalty: 5542.592285
	Iteration 61Q: 3 clusters Score -1.43664e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32713 members 
Mstep: Class 2 contains 38582 members 
Entering Unmasked Estep 
Score: -14366393.000000 Penalty: 5542.592285
	Iteration 62Q: 3 clusters Score -1.436639e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32694 members 
Mstep: Class 2 contains 38601 members 
Entering Unmasked Estep 
Score: -14366407.000000 Penalty: 5542.592285
	Iteration 63Q: 3 clusters Score -1.436641e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32664 members 
Mstep: Class 2 contains 38631 members 
Entering Unmasked Estep 
Score: -14366386.000000 Penalty: 5542.592285
	Iteration 64Q: 3 clusters Score -1.436639e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -14366367.000000 Penalty: 5542.592285
	Iteration 65Q: 3 clusters Score -1.436637e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32627 members 
Mstep: Class 2 contains 38668 members 
Entering Unmasked Estep 
Score: -14366369.000000 Penalty: 5542.592285
	Iteration 66Q: 3 clusters Score -1.436637e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -14366380.000000 Penalty: 5542.592285
	Iteration 67Q: 3 clusters Score -1.436638e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 38705 members 
Entering Unmasked Estep 
Score: -14366384.000000 Penalty: 5542.592285
	Iteration 68Q: 3 clusters Score -1.436638e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32583 members 
Mstep: Class 2 contains 38712 members 
Entering Unmasked Estep 
Score: -14366380.000000 Penalty: 5542.592285
	Iteration 69Q: 3 clusters Score -1.436638e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32585 members 
Mstep: Class 2 contains 38710 members 
Entering Unmasked Estep 
Score: -14366391.000000 Penalty: 5542.592285
	Iteration 70Q: 3 clusters Score -1.436639e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -14366396.000000 Penalty: 5542.592285
	Iteration 71Q: 3 clusters Score -1.43664e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -14366402.000000 Penalty: 5542.592285
	Iteration 72Q: 3 clusters Score -1.43664e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32573 members 
Mstep: Class 2 contains 38722 members 
Entering Unmasked Estep 
Score: -14366393.000000 Penalty: 5542.592285
	Iteration 73Q: 3 clusters Score -1.436639e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32568 members 
Mstep: Class 2 contains 38727 members 
Entering Unmasked Estep 
Score: -14366377.000000 Penalty: 5542.592285
	Iteration 74Q: 3 clusters Score -1.436638e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -14366373.000000 Penalty: 5542.592285
	Iteration 75Q: 3 clusters Score -1.436637e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -14366370.000000 Penalty: 5542.592285
	Iteration 76Q: 3 clusters Score -1.436637e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -14366368.000000 Penalty: 5542.592285
	Iteration 77Q: 3 clusters Score -1.436637e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 38739 members 
Entering Unmasked Estep 
Score: -14366385.000000 Penalty: 5542.592285
	Iteration 78Q: 3 clusters Score -1.436638e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -14366383.000000 Penalty: 5542.592285
	Iteration 79Q: 3 clusters Score -1.436638e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32534 members 
Mstep: Class 2 contains 38761 members 
Entering Unmasked Estep 
Score: -14366377.000000 Penalty: 5542.592285
	Iteration 80F: 3 clusters Score -1.436638e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32511 members 
Mstep: Class 2 contains 38784 members 
Entering Unmasked Estep 
Score: -14366394.000000 Penalty: 5542.592285
	Iteration 81Q: 3 clusters Score -1.436639e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Mstep: Class 2 contains 38808 members 
Entering Unmasked Estep 
Score: -14366377.000000 Penalty: 5542.592285
	Iteration 82Q: 3 clusters Score -1.436638e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32465 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -14366379.000000 Penalty: 5542.592285
	Iteration 83Q: 3 clusters Score -1.436638e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32451 members 
Mstep: Class 2 contains 38844 members 
Entering Unmasked Estep 
Score: -14366389.000000 Penalty: 5542.592285
	Iteration 84Q: 3 clusters Score -1.436639e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -14366382.000000 Penalty: 5542.592285
	Iteration 85Q: 3 clusters Score -1.436638e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32428 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -14366361.000000 Penalty: 5542.592285
	Iteration 86Q: 3 clusters Score -1.436636e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32434 members 
Mstep: Class 2 contains 38861 members 
Entering Unmasked Estep 
Score: -14366372.000000 Penalty: 5542.592285
	Iteration 87Q: 3 clusters Score -1.436637e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32449 members 
Mstep: Class 2 contains 38846 members 
Entering Unmasked Estep 
Score: -14366379.000000 Penalty: 5542.592285
	Iteration 88Q: 3 clusters Score -1.436638e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 38823 members 
Entering Unmasked Estep 
Score: -14366397.000000 Penalty: 5542.592285
	Iteration 89Q: 3 clusters Score -1.43664e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32495 members 
Mstep: Class 2 contains 38800 members 
Entering Unmasked Estep 
Score: -14366408.000000 Penalty: 5542.592285
	Iteration 90Q: 3 clusters Score -1.436641e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32515 members 
Mstep: Class 2 contains 38780 members 
Entering Unmasked Estep 
Score: -14366428.000000 Penalty: 5542.592285
	Iteration 91Q: 3 clusters Score -1.436643e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 38769 members 
Entering Unmasked Estep 
Score: -14366425.000000 Penalty: 5542.592285
	Iteration 92Q: 3 clusters Score -1.436642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32541 members 
Mstep: Class 2 contains 38754 members 
Entering Unmasked Estep 
Score: -14366419.000000 Penalty: 5542.592285
	Iteration 93Q: 3 clusters Score -1.436642e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 38749 members 
Entering Unmasked Estep 
Score: -14366440.000000 Penalty: 5542.592285
	Iteration 94Q: 3 clusters Score -1.436644e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32549 members 
Mstep: Class 2 contains 38746 members 
Entering Unmasked Estep 
Score: -14366460.000000 Penalty: 5542.592285
	Iteration 95Q: 3 clusters Score -1.436646e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32553 members 
Mstep: Class 2 contains 38742 members 
Entering Unmasked Estep 
Score: -14366447.000000 Penalty: 5542.592285
	Iteration 96Q: 3 clusters Score -1.436645e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32561 members 
Mstep: Class 2 contains 38734 members 
Entering Unmasked Estep 
Score: -14366434.000000 Penalty: 5542.592285
	Iteration 97Q: 3 clusters Score -1.436643e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -14366439.000000 Penalty: 5542.592285
	Iteration 98Q: 3 clusters Score -1.436644e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32569 members 
Mstep: Class 2 contains 38726 members 
Entering Unmasked Estep 
Score: -14366428.000000 Penalty: 5542.592285
	Iteration 99Q: 3 clusters Score -1.436643e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 38728 members 
Entering Unmasked Estep 
Score: -14366439.000000 Penalty: 5542.592285
	Iteration 100F: 3 clusters Score -1.436644e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -14366439.000000 Penalty: 5542.592285
	Iteration 101Q: 3 clusters Score -1.436644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -14366440.000000 Penalty: 5542.592285
	Iteration 102Q: 3 clusters Score -1.436644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -14366440.000000 Penalty: 5542.592285
	Iteration 103Q: 3 clusters Score -1.436644e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 38732 members 
Entering Unmasked Estep 
Score: -14366440.000000 Penalty: 5542.592285
	Iteration 104Q: 3 clusters Score -1.436644e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 38733 members 
Entering Unmasked Estep 
Score: -14366443.000000 Penalty: 5542.592285
	Iteration 105Q: 3 clusters Score -1.436644e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 38730 members 
Entering Unmasked Estep 
Score: -14366436.000000 Penalty: 5542.592285
	Iteration 106Q: 3 clusters Score -1.436644e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32564 members 
Mstep: Class 2 contains 38731 members 
Entering Unmasked Estep 
Score: -14366430.000000 Penalty: 5542.592285
	Iteration 107Q: 3 clusters Score -1.436643e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 38724 members 
Entering Unmasked Estep 
Score: -14366452.000000 Penalty: 5542.592285
	Iteration 108Q: 3 clusters Score -1.436645e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32582 members 
Mstep: Class 2 contains 38713 members 
Entering Unmasked Estep 
Score: -14366454.000000 Penalty: 5542.592285
	Iteration 109Q: 3 clusters Score -1.436645e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32591 members 
Mstep: Class 2 contains 38704 members 
Entering Unmasked Estep 
Score: -14366459.000000 Penalty: 5542.592285
	Iteration 110Q: 3 clusters Score -1.436646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32598 members 
Mstep: Class 2 contains 38697 members 
Entering Unmasked Estep 
Score: -14366455.000000 Penalty: 5542.592285
	Iteration 111Q: 3 clusters Score -1.436646e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32599 members 
Mstep: Class 2 contains 38696 members 
Entering Unmasked Estep 
Score: -14366452.000000 Penalty: 5542.592285
	Iteration 112Q: 3 clusters Score -1.436645e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -14366474.000000 Penalty: 5542.592285
	Iteration 113Q: 3 clusters Score -1.436647e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32601 members 
Mstep: Class 2 contains 38694 members 
Entering Unmasked Estep 
Score: -14366471.000000 Penalty: 5542.592285
	Iteration 114Q: 3 clusters Score -1.436647e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -14366465.000000 Penalty: 5542.592285
	Iteration 115Q: 3 clusters Score -1.436646e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32605 members 
Mstep: Class 2 contains 38690 members 
Entering Unmasked Estep 
Score: -14366481.000000 Penalty: 5542.592285
	Iteration 116Q: 3 clusters Score -1.436648e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32604 members 
Mstep: Class 2 contains 38691 members 
Entering Unmasked Estep 
Score: -14366479.000000 Penalty: 5542.592285
	Iteration 117Q: 3 clusters Score -1.436648e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Mstep: Class 2 contains 38692 members 
Entering Unmasked Estep 
Score: -14366473.000000 Penalty: 5542.592285
	Iteration 118Q: 3 clusters Score -1.436647e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -14366476.000000 Penalty: 5542.592285
	Iteration 119Q: 3 clusters Score -1.436648e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -14366493.000000 Penalty: 5542.592285
	Iteration 120F: 3 clusters Score -1.436649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32607 members 
Mstep: Class 2 contains 38688 members 
Entering Unmasked Estep 
Score: -14366500.000000 Penalty: 5542.592285
	Iteration 121Q: 3 clusters Score -1.43665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -14366487.000000 Penalty: 5542.592285
	Iteration 122Q: 3 clusters Score -1.436649e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32602 members 
Mstep: Class 2 contains 38693 members 
Entering Unmasked Estep 
Score: -14366482.000000 Penalty: 5542.592285
	Iteration 123Q: 3 clusters Score -1.436648e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 38689 members 
Entering Unmasked Estep 
Score: -14366493.000000 Penalty: 5542.592285
	Iteration 124Q: 3 clusters Score -1.436649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32610 members 
Mstep: Class 2 contains 38685 members 
Entering Unmasked Estep 
Score: -14366494.000000 Penalty: 5542.592285
	Iteration 125Q: 3 clusters Score -1.436649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 38681 members 
Entering Unmasked Estep 
Score: -14366501.000000 Penalty: 5542.592285
	Iteration 126Q: 3 clusters Score -1.43665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -14366492.000000 Penalty: 5542.592285
	Iteration 127Q: 3 clusters Score -1.436649e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32613 members 
Mstep: Class 2 contains 38682 members 
Entering Unmasked Estep 
Score: -14366493.000000 Penalty: 5542.592285
	Iteration 128Q: 3 clusters Score -1.436649e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32612 members 
Mstep: Class 2 contains 38683 members 
Entering Unmasked Estep 
Score: -14366496.000000 Penalty: 5542.592285
	Iteration 129Q: 3 clusters Score -1.43665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32616 members 
Mstep: Class 2 contains 38679 members 
Entering Unmasked Estep 
Score: -14366488.000000 Penalty: 5542.592285
	Iteration 130Q: 3 clusters Score -1.436649e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32617 members 
Mstep: Class 2 contains 38678 members 
Entering Unmasked Estep 
Score: -14366498.000000 Penalty: 5542.592285
	Iteration 131Q: 3 clusters Score -1.43665e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -14366511.000000 Penalty: 5542.592285
	Iteration 132Q: 3 clusters Score -1.436651e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 38677 members 
Entering Unmasked Estep 
Score: -14366498.000000 Penalty: 5542.592285
	Iteration 133Q: 3 clusters Score -1.43665e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32621 members 
Mstep: Class 2 contains 38674 members 
Entering Unmasked Estep 
Score: -14366506.000000 Penalty: 5542.592285
	Iteration 134Q: 3 clusters Score -1.436651e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -14366512.000000 Penalty: 5542.592285
	Iteration 135Q: 3 clusters Score -1.436651e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32625 members 
Mstep: Class 2 contains 38670 members 
Entering Unmasked Estep 
Score: -14366516.000000 Penalty: 5542.592285
	Iteration 136Q: 3 clusters Score -1.436652e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32628 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -14366510.000000 Penalty: 5542.592285
	Iteration 137Q: 3 clusters Score -1.436651e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -14366501.000000 Penalty: 5542.592285
	Iteration 138Q: 3 clusters Score -1.43665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32633 members 
Mstep: Class 2 contains 38662 members 
Entering Unmasked Estep 
Score: -14366498.000000 Penalty: 5542.592285
	Iteration 139Q: 3 clusters Score -1.43665e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32635 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -14366494.000000 Penalty: 5542.592285
	Iteration 140F: 3 clusters Score -1.436649e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -14366505.000000 Penalty: 5542.592285
	Iteration 141Q: 3 clusters Score -1.43665e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -14366488.000000 Penalty: 5542.592285
	Iteration 142Q: 3 clusters Score -1.436649e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32632 members 
Mstep: Class 2 contains 38663 members 
Entering Unmasked Estep 
Score: -14366499.000000 Penalty: 5542.592285
	Iteration 143Q: 3 clusters Score -1.43665e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -14366496.000000 Penalty: 5542.592285
	Iteration 144Q: 3 clusters Score -1.43665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32631 members 
Mstep: Class 2 contains 38664 members 
Entering Unmasked Estep 
Score: -14366496.000000 Penalty: 5542.592285
	Iteration 145F: 3 clusters Score -1.43665e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 54728 members 
Mstep: Class 10 contains 44293 members 
Mstep: Class 11 contains 34719 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 32631 members 
Mstep: Class 15 contains 79267 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 35270 members 
Mstep: Class 27 contains 51573 members 
Mstep: Class 28 contains 60727 members 
Mstep: Class 29 contains 6481 members 
Mstep: Class 30 contains 32897 members 
Mstep: Class 31 contains 50304 members 
Mstep: Class 32 contains 38664 members 
Entering Unmasked Estep 
Score: -207639136.000000 Penalty: 110512.546875
Splitting cluster 14 changes total score from -207356240.000000 to -207639136.000000
So it's getting split into cluster 32.
Entering ConstructFrom: 
Trying to split cluster 15 (79267 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79267 members 
Entering Unmasked Estep 
Score: -15153427.000000 Penalty: 2797.583008
	Iteration 0F: 2 clusters Score -1.515343e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39423 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -15156426.000000 Penalty: 5595.166016
	Iteration 0F: 3 clusters Score -1.515643e+07 nChanged 37318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37629 members 
Mstep: Class 2 contains 41638 members 
Entering Unmasked Estep 
Score: -15177036.000000 Penalty: 5595.166016
	Iteration 1F: 3 clusters Score -1.517704e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38064 members 
Mstep: Class 2 contains 41203 members 
Entering Unmasked Estep 
Score: -15177631.000000 Penalty: 5595.166016
	Iteration 2Q: 3 clusters Score -1.517763e+07 nChanged 3101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38789 members 
Mstep: Class 2 contains 40478 members 
Entering Unmasked Estep 
Score: -15178234.000000 Penalty: 5595.166016
	Iteration 3Q: 3 clusters Score -1.517823e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39744 members 
Mstep: Class 2 contains 39523 members 
Entering Unmasked Estep 
Score: -15178819.000000 Penalty: 5595.166016
	Iteration 4Q: 3 clusters Score -1.517882e+07 nChanged 3007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40907 members 
Mstep: Class 2 contains 38360 members 
Entering Unmasked Estep 
Score: -15179571.000000 Penalty: 5595.166016
	Iteration 5Q: 3 clusters Score -1.517957e+07 nChanged 3252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42483 members 
Mstep: Class 2 contains 36784 members 
Entering Unmasked Estep 
Score: -15180406.000000 Penalty: 5595.166016
	Iteration 6Q: 3 clusters Score -1.518041e+07 nChanged 4043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44228 members 
Mstep: Class 2 contains 35039 members 
Entering Unmasked Estep 
Score: -15181339.000000 Penalty: 5595.166016
	Iteration 7F: 3 clusters Score -1.518134e+07 nChanged 4730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45558 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -15182858.000000 Penalty: 5595.166016
	Iteration 8F: 3 clusters Score -1.518286e+07 nChanged 5259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45871 members 
Mstep: Class 2 contains 33396 members 
Entering Unmasked Estep 
Score: -15185317.000000 Penalty: 5595.166016
	Iteration 9F: 3 clusters Score -1.518532e+07 nChanged 5344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44927 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -15188777.000000 Penalty: 5595.166016
	Iteration 10F: 3 clusters Score -1.518878e+07 nChanged 4592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43311 members 
Mstep: Class 2 contains 35956 members 
Entering Unmasked Estep 
Score: -15191395.000000 Penalty: 5595.166016
	Iteration 11F: 3 clusters Score -1.51914e+07 nChanged 3084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -15192837.000000 Penalty: 5595.166016
	Iteration 12Q: 3 clusters Score -1.519284e+07 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40124 members 
Mstep: Class 2 contains 39143 members 
Entering Unmasked Estep 
Score: -15193415.000000 Penalty: 5595.166016
	Iteration 13Q: 3 clusters Score -1.519342e+07 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38693 members 
Mstep: Class 2 contains 40574 members 
Entering Unmasked Estep 
Score: -15193897.000000 Penalty: 5595.166016
	Iteration 14Q: 3 clusters Score -1.51939e+07 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 42098 members 
Entering Unmasked Estep 
Score: -15194125.000000 Penalty: 5595.166016
	Iteration 15Q: 3 clusters Score -1.519412e+07 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35464 members 
Mstep: Class 2 contains 43803 members 
Entering Unmasked Estep 
Score: -15193956.000000 Penalty: 5595.166016
	Iteration 16Q: 3 clusters Score -1.519396e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33692 members 
Mstep: Class 2 contains 45575 members 
Entering Unmasked Estep 
Score: -15193387.000000 Penalty: 5595.166016
	Iteration 17Q: 3 clusters Score -1.519339e+07 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 47308 members 
Entering Unmasked Estep 
Score: -15192367.000000 Penalty: 5595.166016
	Iteration 18Q: 3 clusters Score -1.519237e+07 nChanged 2180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30527 members 
Mstep: Class 2 contains 48740 members 
Entering Unmasked Estep 
Score: -15191319.000000 Penalty: 5595.166016
	Iteration 19Q: 3 clusters Score -1.519132e+07 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29524 members 
Mstep: Class 2 contains 49743 members 
Entering Unmasked Estep 
Score: -15190402.000000 Penalty: 5595.166016
	Iteration 20F: 3 clusters Score -1.51904e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29023 members 
Mstep: Class 2 contains 50244 members 
Entering Unmasked Estep 
Score: -15189824.000000 Penalty: 5595.166016
	Iteration 21Q: 3 clusters Score -1.518982e+07 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29053 members 
Mstep: Class 2 contains 50214 members 
Entering Unmasked Estep 
Score: -15189559.000000 Penalty: 5595.166016
	Iteration 22Q: 3 clusters Score -1.518956e+07 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 49841 members 
Entering Unmasked Estep 
Score: -15189700.000000 Penalty: 5595.166016
	Iteration 23Q: 3 clusters Score -1.51897e+07 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30071 members 
Mstep: Class 2 contains 49196 members 
Entering Unmasked Estep 
Score: -15190078.000000 Penalty: 5595.166016
	Iteration 24Q: 3 clusters Score -1.519008e+07 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30837 members 
Mstep: Class 2 contains 48430 members 
Entering Unmasked Estep 
Score: -15190425.000000 Penalty: 5595.166016
	Iteration 25Q: 3 clusters Score -1.519042e+07 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 47573 members 
Entering Unmasked Estep 
Score: -15190882.000000 Penalty: 5595.166016
	Iteration 26Q: 3 clusters Score -1.519088e+07 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32526 members 
Mstep: Class 2 contains 46741 members 
Entering Unmasked Estep 
Score: -15191357.000000 Penalty: 5595.166016
	Iteration 27Q: 3 clusters Score -1.519136e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 46042 members 
Entering Unmasked Estep 
Score: -15191732.000000 Penalty: 5595.166016
	Iteration 28Q: 3 clusters Score -1.519173e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33780 members 
Mstep: Class 2 contains 45487 members 
Entering Unmasked Estep 
Score: -15191949.000000 Penalty: 5595.166016
	Iteration 29Q: 3 clusters Score -1.519195e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -15192066.000000 Penalty: 5595.166016
	Iteration 30Q: 3 clusters Score -1.519207e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34459 members 
Mstep: Class 2 contains 44808 members 
Entering Unmasked Estep 
Score: -15192109.000000 Penalty: 5595.166016
	Iteration 31Q: 3 clusters Score -1.519211e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34686 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -15192174.000000 Penalty: 5595.166016
	Iteration 32Q: 3 clusters Score -1.519217e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34853 members 
Mstep: Class 2 contains 44414 members 
Entering Unmasked Estep 
Score: -15192184.000000 Penalty: 5595.166016
	Iteration 33Q: 3 clusters Score -1.519218e+07 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -15192235.000000 Penalty: 5595.166016
	Iteration 34Q: 3 clusters Score -1.519224e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -15192250.000000 Penalty: 5595.166016
	Iteration 35Q: 3 clusters Score -1.519225e+07 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35223 members 
Mstep: Class 2 contains 44044 members 
Entering Unmasked Estep 
Score: -15192346.000000 Penalty: 5595.166016
	Iteration 36Q: 3 clusters Score -1.519235e+07 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -15192338.000000 Penalty: 5595.166016
	Iteration 37Q: 3 clusters Score -1.519234e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35277 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -15192273.000000 Penalty: 5595.166016
	Iteration 38Q: 3 clusters Score -1.519227e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 44011 members 
Entering Unmasked Estep 
Score: -15192282.000000 Penalty: 5595.166016
	Iteration 39Q: 3 clusters Score -1.519228e+07 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -15192283.000000 Penalty: 5595.166016
	Iteration 40F: 3 clusters Score -1.519228e+07 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -15192217.000000 Penalty: 5595.166016
	Iteration 41Q: 3 clusters Score -1.519222e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35244 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -15192207.000000 Penalty: 5595.166016
	Iteration 42Q: 3 clusters Score -1.519221e+07 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35216 members 
Mstep: Class 2 contains 44051 members 
Entering Unmasked Estep 
Score: -15192225.000000 Penalty: 5595.166016
	Iteration 43Q: 3 clusters Score -1.519222e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 44107 members 
Entering Unmasked Estep 
Score: -15192172.000000 Penalty: 5595.166016
	Iteration 44Q: 3 clusters Score -1.519217e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35083 members 
Mstep: Class 2 contains 44184 members 
Entering Unmasked Estep 
Score: -15192185.000000 Penalty: 5595.166016
	Iteration 45Q: 3 clusters Score -1.519218e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35067 members 
Mstep: Class 2 contains 44200 members 
Entering Unmasked Estep 
Score: -15192168.000000 Penalty: 5595.166016
	Iteration 46Q: 3 clusters Score -1.519217e+07 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35039 members 
Mstep: Class 2 contains 44228 members 
Entering Unmasked Estep 
Score: -15192214.000000 Penalty: 5595.166016
	Iteration 47Q: 3 clusters Score -1.519221e+07 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34985 members 
Mstep: Class 2 contains 44282 members 
Entering Unmasked Estep 
Score: -15192248.000000 Penalty: 5595.166016
	Iteration 48Q: 3 clusters Score -1.519225e+07 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34938 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -15192224.000000 Penalty: 5595.166016
	Iteration 49Q: 3 clusters Score -1.519222e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -15192161.000000 Penalty: 5595.166016
	Iteration 50Q: 3 clusters Score -1.519216e+07 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34915 members 
Mstep: Class 2 contains 44352 members 
Entering Unmasked Estep 
Score: -15192117.000000 Penalty: 5595.166016
	Iteration 51Q: 3 clusters Score -1.519212e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34886 members 
Mstep: Class 2 contains 44381 members 
Entering Unmasked Estep 
Score: -15192139.000000 Penalty: 5595.166016
	Iteration 52Q: 3 clusters Score -1.519214e+07 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34847 members 
Mstep: Class 2 contains 44420 members 
Entering Unmasked Estep 
Score: -15192143.000000 Penalty: 5595.166016
	Iteration 53Q: 3 clusters Score -1.519214e+07 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34857 members 
Mstep: Class 2 contains 44410 members 
Entering Unmasked Estep 
Score: -15192142.000000 Penalty: 5595.166016
	Iteration 54Q: 3 clusters Score -1.519214e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34872 members 
Mstep: Class 2 contains 44395 members 
Entering Unmasked Estep 
Score: -15192170.000000 Penalty: 5595.166016
	Iteration 55Q: 3 clusters Score -1.519217e+07 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34871 members 
Mstep: Class 2 contains 44396 members 
Entering Unmasked Estep 
Score: -15192126.000000 Penalty: 5595.166016
	Iteration 56Q: 3 clusters Score -1.519213e+07 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -15192051.000000 Penalty: 5595.166016
	Iteration 57Q: 3 clusters Score -1.519205e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34923 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -15192082.000000 Penalty: 5595.166016
	Iteration 58Q: 3 clusters Score -1.519208e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34965 members 
Mstep: Class 2 contains 44302 members 
Entering Unmasked Estep 
Score: -15192075.000000 Penalty: 5595.166016
	Iteration 59Q: 3 clusters Score -1.519208e+07 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35021 members 
Mstep: Class 2 contains 44246 members 
Entering Unmasked Estep 
Score: -15192144.000000 Penalty: 5595.166016
	Iteration 60F: 3 clusters Score -1.519214e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35093 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -15192229.000000 Penalty: 5595.166016
	Iteration 61Q: 3 clusters Score -1.519223e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35165 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -15192324.000000 Penalty: 5595.166016
	Iteration 62Q: 3 clusters Score -1.519232e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35245 members 
Mstep: Class 2 contains 44022 members 
Entering Unmasked Estep 
Score: -15192440.000000 Penalty: 5595.166016
	Iteration 63Q: 3 clusters Score -1.519244e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35229 members 
Mstep: Class 2 contains 44038 members 
Entering Unmasked Estep 
Score: -15192488.000000 Penalty: 5595.166016
	Iteration 64Q: 3 clusters Score -1.519249e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35211 members 
Mstep: Class 2 contains 44056 members 
Entering Unmasked Estep 
Score: -15192560.000000 Penalty: 5595.166016
	Iteration 65Q: 3 clusters Score -1.519256e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35169 members 
Mstep: Class 2 contains 44098 members 
Entering Unmasked Estep 
Score: -15192640.000000 Penalty: 5595.166016
	Iteration 66Q: 3 clusters Score -1.519264e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35096 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -15192682.000000 Penalty: 5595.166016
	Iteration 67Q: 3 clusters Score -1.519268e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 44262 members 
Entering Unmasked Estep 
Score: -15192805.000000 Penalty: 5595.166016
	Iteration 68Q: 3 clusters Score -1.51928e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34940 members 
Mstep: Class 2 contains 44327 members 
Entering Unmasked Estep 
Score: -15192827.000000 Penalty: 5595.166016
	Iteration 69Q: 3 clusters Score -1.519283e+07 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 44369 members 
Entering Unmasked Estep 
Score: -15192910.000000 Penalty: 5595.166016
	Iteration 70Q: 3 clusters Score -1.519291e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -15192976.000000 Penalty: 5595.166016
	Iteration 71Q: 3 clusters Score -1.519298e+07 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34879 members 
Mstep: Class 2 contains 44388 members 
Entering Unmasked Estep 
Score: -15193071.000000 Penalty: 5595.166016
	Iteration 72Q: 3 clusters Score -1.519307e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -15193197.000000 Penalty: 5595.166016
	Iteration 73Q: 3 clusters Score -1.51932e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34778 members 
Mstep: Class 2 contains 44489 members 
Entering Unmasked Estep 
Score: -15193311.000000 Penalty: 5595.166016
	Iteration 74Q: 3 clusters Score -1.519331e+07 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -15193329.000000 Penalty: 5595.166016
	Iteration 75Q: 3 clusters Score -1.519333e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34627 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -15193459.000000 Penalty: 5595.166016
	Iteration 76Q: 3 clusters Score -1.519346e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34573 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -15193527.000000 Penalty: 5595.166016
	Iteration 77Q: 3 clusters Score -1.519353e+07 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34543 members 
Mstep: Class 2 contains 44724 members 
Entering Unmasked Estep 
Score: -15193630.000000 Penalty: 5595.166016
	Iteration 78Q: 3 clusters Score -1.519363e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34539 members 
Mstep: Class 2 contains 44728 members 
Entering Unmasked Estep 
Score: -15193731.000000 Penalty: 5595.166016
	Iteration 79Q: 3 clusters Score -1.519373e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 44709 members 
Entering Unmasked Estep 
Score: -15193773.000000 Penalty: 5595.166016
	Iteration 80F: 3 clusters Score -1.519377e+07 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34577 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -15193887.000000 Penalty: 5595.166016
	Iteration 81Q: 3 clusters Score -1.519389e+07 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34617 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -15194024.000000 Penalty: 5595.166016
	Iteration 82Q: 3 clusters Score -1.519402e+07 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34655 members 
Mstep: Class 2 contains 44612 members 
Entering Unmasked Estep 
Score: -15194188.000000 Penalty: 5595.166016
	Iteration 83Q: 3 clusters Score -1.519419e+07 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34659 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -15194238.000000 Penalty: 5595.166016
	Iteration 84Q: 3 clusters Score -1.519424e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -15194298.000000 Penalty: 5595.166016
	Iteration 85Q: 3 clusters Score -1.51943e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34636 members 
Mstep: Class 2 contains 44631 members 
Entering Unmasked Estep 
Score: -15194386.000000 Penalty: 5595.166016
	Iteration 86Q: 3 clusters Score -1.519439e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34679 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -15194503.000000 Penalty: 5595.166016
	Iteration 87Q: 3 clusters Score -1.51945e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 44518 members 
Entering Unmasked Estep 
Score: -15194635.000000 Penalty: 5595.166016
	Iteration 88Q: 3 clusters Score -1.519464e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34774 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -15194712.000000 Penalty: 5595.166016
	Iteration 89Q: 3 clusters Score -1.519471e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 44480 members 
Entering Unmasked Estep 
Score: -15194827.000000 Penalty: 5595.166016
	Iteration 90Q: 3 clusters Score -1.519483e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34804 members 
Mstep: Class 2 contains 44463 members 
Entering Unmasked Estep 
Score: -15194978.000000 Penalty: 5595.166016
	Iteration 91Q: 3 clusters Score -1.519498e+07 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34819 members 
Mstep: Class 2 contains 44448 members 
Entering Unmasked Estep 
Score: -15195138.000000 Penalty: 5595.166016
	Iteration 92Q: 3 clusters Score -1.519514e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34884 members 
Mstep: Class 2 contains 44383 members 
Entering Unmasked Estep 
Score: -15195235.000000 Penalty: 5595.166016
	Iteration 93Q: 3 clusters Score -1.519524e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34918 members 
Mstep: Class 2 contains 44349 members 
Entering Unmasked Estep 
Score: -15195286.000000 Penalty: 5595.166016
	Iteration 94Q: 3 clusters Score -1.519529e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34966 members 
Mstep: Class 2 contains 44301 members 
Entering Unmasked Estep 
Score: -15195454.000000 Penalty: 5595.166016
	Iteration 95Q: 3 clusters Score -1.519545e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34978 members 
Mstep: Class 2 contains 44289 members 
Entering Unmasked Estep 
Score: -15195558.000000 Penalty: 5595.166016
	Iteration 96Q: 3 clusters Score -1.519556e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35032 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -15195715.000000 Penalty: 5595.166016
	Iteration 97Q: 3 clusters Score -1.519572e+07 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 44201 members 
Entering Unmasked Estep 
Score: -15195898.000000 Penalty: 5595.166016
	Iteration 98Q: 3 clusters Score -1.51959e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35121 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -15196030.000000 Penalty: 5595.166016
	Iteration 99Q: 3 clusters Score -1.519603e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35214 members 
Mstep: Class 2 contains 44053 members 
Entering Unmasked Estep 
Score: -15196203.000000 Penalty: 5595.166016
	Iteration 100F: 3 clusters Score -1.51962e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 43974 members 
Entering Unmasked Estep 
Score: -15196347.000000 Penalty: 5595.166016
	Iteration 101Q: 3 clusters Score -1.519635e+07 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35361 members 
Mstep: Class 2 contains 43906 members 
Entering Unmasked Estep 
Score: -15196516.000000 Penalty: 5595.166016
	Iteration 102Q: 3 clusters Score -1.519652e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35396 members 
Mstep: Class 2 contains 43871 members 
Entering Unmasked Estep 
Score: -15196659.000000 Penalty: 5595.166016
	Iteration 103Q: 3 clusters Score -1.519666e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 43853 members 
Entering Unmasked Estep 
Score: -15196823.000000 Penalty: 5595.166016
	Iteration 104Q: 3 clusters Score -1.519682e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35466 members 
Mstep: Class 2 contains 43801 members 
Entering Unmasked Estep 
Score: -15196964.000000 Penalty: 5595.166016
	Iteration 105Q: 3 clusters Score -1.519696e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35499 members 
Mstep: Class 2 contains 43768 members 
Entering Unmasked Estep 
Score: -15197111.000000 Penalty: 5595.166016
	Iteration 106Q: 3 clusters Score -1.519711e+07 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35501 members 
Mstep: Class 2 contains 43766 members 
Entering Unmasked Estep 
Score: -15197295.000000 Penalty: 5595.166016
	Iteration 107Q: 3 clusters Score -1.51973e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 43776 members 
Entering Unmasked Estep 
Score: -15197411.000000 Penalty: 5595.166016
	Iteration 108Q: 3 clusters Score -1.519741e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35460 members 
Mstep: Class 2 contains 43807 members 
Entering Unmasked Estep 
Score: -15197522.000000 Penalty: 5595.166016
	Iteration 109Q: 3 clusters Score -1.519752e+07 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35419 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -15197626.000000 Penalty: 5595.166016
	Iteration 110Q: 3 clusters Score -1.519763e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35380 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -15197742.000000 Penalty: 5595.166016
	Iteration 111Q: 3 clusters Score -1.519774e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35333 members 
Mstep: Class 2 contains 43934 members 
Entering Unmasked Estep 
Score: -15197837.000000 Penalty: 5595.166016
	Iteration 112Q: 3 clusters Score -1.519784e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 44013 members 
Entering Unmasked Estep 
Score: -15197881.000000 Penalty: 5595.166016
	Iteration 113Q: 3 clusters Score -1.519788e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35189 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -15197935.000000 Penalty: 5595.166016
	Iteration 114Q: 3 clusters Score -1.519794e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 44120 members 
Entering Unmasked Estep 
Score: -15197970.000000 Penalty: 5595.166016
	Iteration 115Q: 3 clusters Score -1.519797e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35065 members 
Mstep: Class 2 contains 44202 members 
Entering Unmasked Estep 
Score: -15197995.000000 Penalty: 5595.166016
	Iteration 116Q: 3 clusters Score -1.5198e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34947 members 
Mstep: Class 2 contains 44320 members 
Entering Unmasked Estep 
Score: -15198020.000000 Penalty: 5595.166016
	Iteration 117Q: 3 clusters Score -1.519802e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 44449 members 
Entering Unmasked Estep 
Score: -15198047.000000 Penalty: 5595.166016
	Iteration 118Q: 3 clusters Score -1.519805e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 44570 members 
Entering Unmasked Estep 
Score: -15198077.000000 Penalty: 5595.166016
	Iteration 119Q: 3 clusters Score -1.519808e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34630 members 
Mstep: Class 2 contains 44637 members 
Entering Unmasked Estep 
Score: -15198086.000000 Penalty: 5595.166016
	Iteration 120F: 3 clusters Score -1.519809e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34572 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -15198093.000000 Penalty: 5595.166016
	Iteration 121Q: 3 clusters Score -1.519809e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 44753 members 
Entering Unmasked Estep 
Score: -15198122.000000 Penalty: 5595.166016
	Iteration 122Q: 3 clusters Score -1.519812e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34468 members 
Mstep: Class 2 contains 44799 members 
Entering Unmasked Estep 
Score: -15198098.000000 Penalty: 5595.166016
	Iteration 123Q: 3 clusters Score -1.51981e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34420 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -15198094.000000 Penalty: 5595.166016
	Iteration 124Q: 3 clusters Score -1.519809e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34362 members 
Mstep: Class 2 contains 44905 members 
Entering Unmasked Estep 
Score: -15198081.000000 Penalty: 5595.166016
	Iteration 125Q: 3 clusters Score -1.519808e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34311 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -15198036.000000 Penalty: 5595.166016
	Iteration 126Q: 3 clusters Score -1.519804e+07 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34275 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -15198018.000000 Penalty: 5595.166016
	Iteration 127Q: 3 clusters Score -1.519802e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34211 members 
Mstep: Class 2 contains 45056 members 
Entering Unmasked Estep 
Score: -15197985.000000 Penalty: 5595.166016
	Iteration 128Q: 3 clusters Score -1.519798e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34167 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -15197992.000000 Penalty: 5595.166016
	Iteration 129Q: 3 clusters Score -1.519799e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34114 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -15197985.000000 Penalty: 5595.166016
	Iteration 130Q: 3 clusters Score -1.519798e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34065 members 
Mstep: Class 2 contains 45202 members 
Entering Unmasked Estep 
Score: -15197985.000000 Penalty: 5595.166016
	Iteration 131Q: 3 clusters Score -1.519798e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 45235 members 
Entering Unmasked Estep 
Score: -15197961.000000 Penalty: 5595.166016
	Iteration 132Q: 3 clusters Score -1.519796e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34005 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -15197960.000000 Penalty: 5595.166016
	Iteration 133Q: 3 clusters Score -1.519796e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33963 members 
Mstep: Class 2 contains 45304 members 
Entering Unmasked Estep 
Score: -15197935.000000 Penalty: 5595.166016
	Iteration 134Q: 3 clusters Score -1.519794e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33929 members 
Mstep: Class 2 contains 45338 members 
Entering Unmasked Estep 
Score: -15197938.000000 Penalty: 5595.166016
	Iteration 135Q: 3 clusters Score -1.519794e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33913 members 
Mstep: Class 2 contains 45354 members 
Entering Unmasked Estep 
Score: -15197909.000000 Penalty: 5595.166016
	Iteration 136Q: 3 clusters Score -1.519791e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33888 members 
Mstep: Class 2 contains 45379 members 
Entering Unmasked Estep 
Score: -15197905.000000 Penalty: 5595.166016
	Iteration 137Q: 3 clusters Score -1.51979e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33876 members 
Mstep: Class 2 contains 45391 members 
Entering Unmasked Estep 
Score: -15197922.000000 Penalty: 5595.166016
	Iteration 138Q: 3 clusters Score -1.519792e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33872 members 
Mstep: Class 2 contains 45395 members 
Entering Unmasked Estep 
Score: -15197928.000000 Penalty: 5595.166016
	Iteration 139Q: 3 clusters Score -1.519793e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33870 members 
Mstep: Class 2 contains 45397 members 
Entering Unmasked Estep 
Score: -15197896.000000 Penalty: 5595.166016
	Iteration 140F: 3 clusters Score -1.51979e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33864 members 
Mstep: Class 2 contains 45403 members 
Entering Unmasked Estep 
Score: -15197893.000000 Penalty: 5595.166016
	Iteration 141Q: 3 clusters Score -1.519789e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33857 members 
Mstep: Class 2 contains 45410 members 
Entering Unmasked Estep 
Score: -15197891.000000 Penalty: 5595.166016
	Iteration 142Q: 3 clusters Score -1.519789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -15197873.000000 Penalty: 5595.166016
	Iteration 143Q: 3 clusters Score -1.519787e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33854 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -15197877.000000 Penalty: 5595.166016
	Iteration 144Q: 3 clusters Score -1.519788e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -15197873.000000 Penalty: 5595.166016
	Iteration 145Q: 3 clusters Score -1.519787e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -15197890.000000 Penalty: 5595.166016
	Iteration 146Q: 3 clusters Score -1.519789e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33850 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -15197902.000000 Penalty: 5595.166016
	Iteration 147Q: 3 clusters Score -1.51979e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33847 members 
Mstep: Class 2 contains 45420 members 
Entering Unmasked Estep 
Score: -15197890.000000 Penalty: 5595.166016
	Iteration 148Q: 3 clusters Score -1.519789e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33845 members 
Mstep: Class 2 contains 45422 members 
Entering Unmasked Estep 
Score: -15197885.000000 Penalty: 5595.166016
	Iteration 149Q: 3 clusters Score -1.519788e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33849 members 
Mstep: Class 2 contains 45418 members 
Entering Unmasked Estep 
Score: -15197906.000000 Penalty: 5595.166016
	Iteration 150Q: 3 clusters Score -1.519791e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -15197904.000000 Penalty: 5595.166016
	Iteration 151Q: 3 clusters Score -1.51979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -15197904.000000 Penalty: 5595.166016
	Iteration 152Q: 3 clusters Score -1.51979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33853 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -15197895.000000 Penalty: 5595.166016
	Iteration 153Q: 3 clusters Score -1.51979e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -15197890.000000 Penalty: 5595.166016
	Iteration 154Q: 3 clusters Score -1.519789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33851 members 
Mstep: Class 2 contains 45416 members 
Entering Unmasked Estep 
Score: -15197890.000000 Penalty: 5595.166016
	Iteration 155F: 3 clusters Score -1.519789e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 54728 members 
Mstep: Class 10 contains 44293 members 
Mstep: Class 11 contains 34719 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 32631 members 
Mstep: Class 15 contains 33851 members 
Mstep: Class 16 contains 3574 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 35270 members 
Mstep: Class 27 contains 51573 members 
Mstep: Class 28 contains 60727 members 
Mstep: Class 29 contains 6481 members 
Mstep: Class 30 contains 32897 members 
Mstep: Class 31 contains 50304 members 
Mstep: Class 32 contains 38664 members 
Mstep: Class 33 contains 45416 members 
Entering Unmasked Estep 
Score: -207677136.000000 Penalty: 113966.062500
Splitting cluster 15 changes total score from -207356240.000000 to -207677136.000000
So it's getting split into cluster 33.
Entering ConstructFrom: 
Trying to split cluster 16 (3574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3574 members 
Entering Unmasked Estep 
Score: -530666.687500 Penalty: 2028.997192
	Iteration 0F: 2 clusters Score -530666.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -527654.812500 Penalty: 4057.994385
	Iteration 0F: 3 clusters Score -527654.8 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -533952.062500 Penalty: 4057.994385
	Iteration 1F: 3 clusters Score -533952.1 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 1601 members 
Entering Unmasked Estep 
Score: -546232.687500 Penalty: 4057.994385
	Iteration 2F: 3 clusters Score -546232.7 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 1798 members 
Entering Unmasked Estep 
Score: -556393.750000 Penalty: 4057.994385
	Iteration 3F: 3 clusters Score -556393.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -558870.500000 Penalty: 4057.994385
	Iteration 4Q: 3 clusters Score -558870.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -560311.812500 Penalty: 4057.994385
	Iteration 5Q: 3 clusters Score -560311.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1752 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -561708.750000 Penalty: 4057.994385
	Iteration 6Q: 3 clusters Score -561708.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -561716.812500 Penalty: 4057.994385
	Iteration 7Q: 3 clusters Score -561716.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -561719.062500 Penalty: 4057.994385
	Iteration 8Q: 3 clusters Score -561719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -561719.062500 Penalty: 4057.994385
	Iteration 9F: 3 clusters Score -561719.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 54728 members 
Mstep: Class 10 contains 44293 members 
Mstep: Class 11 contains 34719 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 32631 members 
Mstep: Class 15 contains 33851 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 17445 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 35270 members 
Mstep: Class 27 contains 51573 members 
Mstep: Class 28 contains 60727 members 
Mstep: Class 29 contains 6481 members 
Mstep: Class 30 contains 32897 members 
Mstep: Class 31 contains 50304 members 
Mstep: Class 32 contains 38664 members 
Mstep: Class 33 contains 45416 members 
Mstep: Class 34 contains 1824 members 
Entering Unmasked Estep 
Score: -207705936.000000 Penalty: 117419.585938
Splitting cluster 16 changes total score from -207356240.000000 to -207705936.000000
So it's getting split into cluster 34.
Entering ConstructFrom: 
Trying to split cluster 17 (70229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 70229 members 
Entering Unmasked Estep 
Score: -13022359.000000 Penalty: 2767.560059
	Iteration 0F: 2 clusters Score -1.302236e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35075 members 
Mstep: Class 2 contains 35154 members 
Entering Unmasked Estep 
Score: -12992827.000000 Penalty: 5535.120117
	Iteration 0F: 3 clusters Score -1.299283e+07 nChanged 33055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 35477 members 
Entering Unmasked Estep 
Score: -13011340.000000 Penalty: 5535.120117
	Iteration 1F: 3 clusters Score -1.301134e+07 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34534 members 
Mstep: Class 2 contains 35695 members 
Entering Unmasked Estep 
Score: -13011958.000000 Penalty: 5535.120117
	Iteration 2Q: 3 clusters Score -1.301196e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34265 members 
Mstep: Class 2 contains 35964 members 
Entering Unmasked Estep 
Score: -13012655.000000 Penalty: 5535.120117
	Iteration 3Q: 3 clusters Score -1.301266e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 36395 members 
Entering Unmasked Estep 
Score: -13013319.000000 Penalty: 5535.120117
	Iteration 4Q: 3 clusters Score -1.301332e+07 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 36930 members 
Entering Unmasked Estep 
Score: -13014297.000000 Penalty: 5535.120117
	Iteration 5Q: 3 clusters Score -1.30143e+07 nChanged 2693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 37551 members 
Entering Unmasked Estep 
Score: -13015351.000000 Penalty: 5535.120117
	Iteration 6Q: 3 clusters Score -1.301535e+07 nChanged 2999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31943 members 
Mstep: Class 2 contains 38286 members 
Entering Unmasked Estep 
Score: -13016692.000000 Penalty: 5535.120117
	Iteration 7Q: 3 clusters Score -1.301669e+07 nChanged 3359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31188 members 
Mstep: Class 2 contains 39041 members 
Entering Unmasked Estep 
Score: -13018805.000000 Penalty: 5535.120117
	Iteration 8Q: 3 clusters Score -1.30188e+07 nChanged 3726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30576 members 
Mstep: Class 2 contains 39653 members 
Entering Unmasked Estep 
Score: -13021126.000000 Penalty: 5535.120117
	Iteration 9F: 3 clusters Score -1.302113e+07 nChanged 3897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 40028 members 
Entering Unmasked Estep 
Score: -13023765.000000 Penalty: 5535.120117
	Iteration 10F: 3 clusters Score -1.302376e+07 nChanged 3571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30192 members 
Mstep: Class 2 contains 40037 members 
Entering Unmasked Estep 
Score: -13025711.000000 Penalty: 5535.120117
	Iteration 11F: 3 clusters Score -1.302571e+07 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Mstep: Class 2 contains 39838 members 
Entering Unmasked Estep 
Score: -13026619.000000 Penalty: 5535.120117
	Iteration 12Q: 3 clusters Score -1.302662e+07 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 39534 members 
Entering Unmasked Estep 
Score: -13027025.000000 Penalty: 5535.120117
	Iteration 13Q: 3 clusters Score -1.302702e+07 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31053 members 
Mstep: Class 2 contains 39176 members 
Entering Unmasked Estep 
Score: -13027206.000000 Penalty: 5535.120117
	Iteration 14Q: 3 clusters Score -1.302721e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 38838 members 
Entering Unmasked Estep 
Score: -13027322.000000 Penalty: 5535.120117
	Iteration 15Q: 3 clusters Score -1.302732e+07 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 38493 members 
Entering Unmasked Estep 
Score: -13027443.000000 Penalty: 5535.120117
	Iteration 16Q: 3 clusters Score -1.302744e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -13027497.000000 Penalty: 5535.120117
	Iteration 17Q: 3 clusters Score -1.30275e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32562 members 
Mstep: Class 2 contains 37667 members 
Entering Unmasked Estep 
Score: -13027570.000000 Penalty: 5535.120117
	Iteration 18Q: 3 clusters Score -1.302757e+07 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33032 members 
Mstep: Class 2 contains 37197 members 
Entering Unmasked Estep 
Score: -13027681.000000 Penalty: 5535.120117
	Iteration 19Q: 3 clusters Score -1.302768e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33508 members 
Mstep: Class 2 contains 36721 members 
Entering Unmasked Estep 
Score: -13027770.000000 Penalty: 5535.120117
	Iteration 20F: 3 clusters Score -1.302777e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34100 members 
Mstep: Class 2 contains 36129 members 
Entering Unmasked Estep 
Score: -13027800.000000 Penalty: 5535.120117
	Iteration 21Q: 3 clusters Score -1.30278e+07 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 35490 members 
Entering Unmasked Estep 
Score: -13027808.000000 Penalty: 5535.120117
	Iteration 22Q: 3 clusters Score -1.302781e+07 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35502 members 
Mstep: Class 2 contains 34727 members 
Entering Unmasked Estep 
Score: -13027939.000000 Penalty: 5535.120117
	Iteration 23Q: 3 clusters Score -1.302794e+07 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36380 members 
Mstep: Class 2 contains 33849 members 
Entering Unmasked Estep 
Score: -13028068.000000 Penalty: 5535.120117
	Iteration 24Q: 3 clusters Score -1.302807e+07 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37355 members 
Mstep: Class 2 contains 32874 members 
Entering Unmasked Estep 
Score: -13028258.000000 Penalty: 5535.120117
	Iteration 25Q: 3 clusters Score -1.302826e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38383 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -13028455.000000 Penalty: 5535.120117
	Iteration 26Q: 3 clusters Score -1.302846e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39480 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -13028679.000000 Penalty: 5535.120117
	Iteration 27Q: 3 clusters Score -1.302868e+07 nChanged 1301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40719 members 
Mstep: Class 2 contains 29510 members 
Entering Unmasked Estep 
Score: -13028969.000000 Penalty: 5535.120117
	Iteration 28Q: 3 clusters Score -1.302897e+07 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41921 members 
Mstep: Class 2 contains 28308 members 
Entering Unmasked Estep 
Score: -13029157.000000 Penalty: 5535.120117
	Iteration 29Q: 3 clusters Score -1.302916e+07 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43114 members 
Mstep: Class 2 contains 27115 members 
Entering Unmasked Estep 
Score: -13029367.000000 Penalty: 5535.120117
	Iteration 30Q: 3 clusters Score -1.302937e+07 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44301 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -13029508.000000 Penalty: 5535.120117
	Iteration 31Q: 3 clusters Score -1.302951e+07 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45539 members 
Mstep: Class 2 contains 24690 members 
Entering Unmasked Estep 
Score: -13029526.000000 Penalty: 5535.120117
	Iteration 32Q: 3 clusters Score -1.302953e+07 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46780 members 
Mstep: Class 2 contains 23449 members 
Entering Unmasked Estep 
Score: -13029554.000000 Penalty: 5535.120117
	Iteration 33Q: 3 clusters Score -1.302955e+07 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48033 members 
Mstep: Class 2 contains 22196 members 
Entering Unmasked Estep 
Score: -13029561.000000 Penalty: 5535.120117
	Iteration 34Q: 3 clusters Score -1.302956e+07 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49202 members 
Mstep: Class 2 contains 21027 members 
Entering Unmasked Estep 
Score: -13029478.000000 Penalty: 5535.120117
	Iteration 35Q: 3 clusters Score -1.302948e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50258 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -13029316.000000 Penalty: 5535.120117
	Iteration 36Q: 3 clusters Score -1.302932e+07 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51183 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -13029188.000000 Penalty: 5535.120117
	Iteration 37Q: 3 clusters Score -1.302919e+07 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 18279 members 
Entering Unmasked Estep 
Score: -13029068.000000 Penalty: 5535.120117
	Iteration 38Q: 3 clusters Score -1.302907e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52617 members 
Mstep: Class 2 contains 17612 members 
Entering Unmasked Estep 
Score: -13028905.000000 Penalty: 5535.120117
	Iteration 39Q: 3 clusters Score -1.30289e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53228 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -13028902.000000 Penalty: 5535.120117
	Iteration 40F: 3 clusters Score -1.30289e+07 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53922 members 
Mstep: Class 2 contains 16307 members 
Entering Unmasked Estep 
Score: -13028759.000000 Penalty: 5535.120117
	Iteration 41Q: 3 clusters Score -1.302876e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54498 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -13028624.000000 Penalty: 5535.120117
	Iteration 42Q: 3 clusters Score -1.302862e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55066 members 
Mstep: Class 2 contains 15163 members 
Entering Unmasked Estep 
Score: -13028456.000000 Penalty: 5535.120117
	Iteration 43Q: 3 clusters Score -1.302846e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55610 members 
Mstep: Class 2 contains 14619 members 
Entering Unmasked Estep 
Score: -13028209.000000 Penalty: 5535.120117
	Iteration 44Q: 3 clusters Score -1.302821e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56114 members 
Mstep: Class 2 contains 14115 members 
Entering Unmasked Estep 
Score: -13027866.000000 Penalty: 5535.120117
	Iteration 45Q: 3 clusters Score -1.302787e+07 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56613 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -13027606.000000 Penalty: 5535.120117
	Iteration 46Q: 3 clusters Score -1.302761e+07 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57043 members 
Mstep: Class 2 contains 13186 members 
Entering Unmasked Estep 
Score: -13027362.000000 Penalty: 5535.120117
	Iteration 47Q: 3 clusters Score -1.302736e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57428 members 
Mstep: Class 2 contains 12801 members 
Entering Unmasked Estep 
Score: -13027099.000000 Penalty: 5535.120117
	Iteration 48Q: 3 clusters Score -1.30271e+07 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57830 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -13026804.000000 Penalty: 5535.120117
	Iteration 49Q: 3 clusters Score -1.30268e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58187 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -13026618.000000 Penalty: 5535.120117
	Iteration 50Q: 3 clusters Score -1.302662e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58491 members 
Mstep: Class 2 contains 11738 members 
Entering Unmasked Estep 
Score: -13026467.000000 Penalty: 5535.120117
	Iteration 51Q: 3 clusters Score -1.302647e+07 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58819 members 
Mstep: Class 2 contains 11410 members 
Entering Unmasked Estep 
Score: -13026298.000000 Penalty: 5535.120117
	Iteration 52Q: 3 clusters Score -1.30263e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59137 members 
Mstep: Class 2 contains 11092 members 
Entering Unmasked Estep 
Score: -13026134.000000 Penalty: 5535.120117
	Iteration 53Q: 3 clusters Score -1.302613e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59459 members 
Mstep: Class 2 contains 10770 members 
Entering Unmasked Estep 
Score: -13025919.000000 Penalty: 5535.120117
	Iteration 54Q: 3 clusters Score -1.302592e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59793 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -13025790.000000 Penalty: 5535.120117
	Iteration 55Q: 3 clusters Score -1.302579e+07 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60111 members 
Mstep: Class 2 contains 10118 members 
Entering Unmasked Estep 
Score: -13025505.000000 Penalty: 5535.120117
	Iteration 56Q: 3 clusters Score -1.30255e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60397 members 
Mstep: Class 2 contains 9832 members 
Entering Unmasked Estep 
Score: -13025357.000000 Penalty: 5535.120117
	Iteration 57Q: 3 clusters Score -1.302536e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60712 members 
Mstep: Class 2 contains 9517 members 
Entering Unmasked Estep 
Score: -13025136.000000 Penalty: 5535.120117
	Iteration 58Q: 3 clusters Score -1.302514e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60991 members 
Mstep: Class 2 contains 9238 members 
Entering Unmasked Estep 
Score: -13024980.000000 Penalty: 5535.120117
	Iteration 59Q: 3 clusters Score -1.302498e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61262 members 
Mstep: Class 2 contains 8967 members 
Entering Unmasked Estep 
Score: -13024797.000000 Penalty: 5535.120117
	Iteration 60F: 3 clusters Score -1.30248e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61531 members 
Mstep: Class 2 contains 8698 members 
Entering Unmasked Estep 
Score: -13024711.000000 Penalty: 5535.120117
	Iteration 61Q: 3 clusters Score -1.302471e+07 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61788 members 
Mstep: Class 2 contains 8441 members 
Entering Unmasked Estep 
Score: -13024553.000000 Penalty: 5535.120117
	Iteration 62Q: 3 clusters Score -1.302455e+07 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62034 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -13024434.000000 Penalty: 5535.120117
	Iteration 63Q: 3 clusters Score -1.302443e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62247 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -13024393.000000 Penalty: 5535.120117
	Iteration 64Q: 3 clusters Score -1.302439e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62458 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -13024262.000000 Penalty: 5535.120117
	Iteration 65Q: 3 clusters Score -1.302426e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62680 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -13024218.000000 Penalty: 5535.120117
	Iteration 66Q: 3 clusters Score -1.302422e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62863 members 
Mstep: Class 2 contains 7366 members 
Entering Unmasked Estep 
Score: -13024112.000000 Penalty: 5535.120117
	Iteration 67Q: 3 clusters Score -1.302411e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63068 members 
Mstep: Class 2 contains 7161 members 
Entering Unmasked Estep 
Score: -13024028.000000 Penalty: 5535.120117
	Iteration 68Q: 3 clusters Score -1.302403e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63291 members 
Mstep: Class 2 contains 6938 members 
Entering Unmasked Estep 
Score: -13023875.000000 Penalty: 5535.120117
	Iteration 69Q: 3 clusters Score -1.302388e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63516 members 
Mstep: Class 2 contains 6713 members 
Entering Unmasked Estep 
Score: -13023811.000000 Penalty: 5535.120117
	Iteration 70Q: 3 clusters Score -1.302381e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63754 members 
Mstep: Class 2 contains 6475 members 
Entering Unmasked Estep 
Score: -13023712.000000 Penalty: 5535.120117
	Iteration 71Q: 3 clusters Score -1.302371e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63965 members 
Mstep: Class 2 contains 6264 members 
Entering Unmasked Estep 
Score: -13023603.000000 Penalty: 5535.120117
	Iteration 72Q: 3 clusters Score -1.30236e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64178 members 
Mstep: Class 2 contains 6051 members 
Entering Unmasked Estep 
Score: -13023544.000000 Penalty: 5535.120117
	Iteration 73Q: 3 clusters Score -1.302354e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64391 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -13023409.000000 Penalty: 5535.120117
	Iteration 74Q: 3 clusters Score -1.302341e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64594 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -13023291.000000 Penalty: 5535.120117
	Iteration 75Q: 3 clusters Score -1.302329e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64804 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -13023217.000000 Penalty: 5535.120117
	Iteration 76Q: 3 clusters Score -1.302322e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65030 members 
Mstep: Class 2 contains 5199 members 
Entering Unmasked Estep 
Score: -13023143.000000 Penalty: 5535.120117
	Iteration 77Q: 3 clusters Score -1.302314e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65240 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -13023043.000000 Penalty: 5535.120117
	Iteration 78Q: 3 clusters Score -1.302304e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65463 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -13022950.000000 Penalty: 5535.120117
	Iteration 79Q: 3 clusters Score -1.302295e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65669 members 
Mstep: Class 2 contains 4560 members 
Entering Unmasked Estep 
Score: -13022794.000000 Penalty: 5535.120117
	Iteration 80F: 3 clusters Score -1.302279e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65886 members 
Mstep: Class 2 contains 4343 members 
Entering Unmasked Estep 
Score: -13022647.000000 Penalty: 5535.120117
	Iteration 81Q: 3 clusters Score -1.302265e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66096 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -13022582.000000 Penalty: 5535.120117
	Iteration 82Q: 3 clusters Score -1.302258e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66287 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -13022525.000000 Penalty: 5535.120117
	Iteration 83Q: 3 clusters Score -1.302252e+07 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66467 members 
Mstep: Class 2 contains 3762 members 
Entering Unmasked Estep 
Score: -13022407.000000 Penalty: 5535.120117
	Iteration 84Q: 3 clusters Score -1.302241e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66631 members 
Mstep: Class 2 contains 3598 members 
Entering Unmasked Estep 
Score: -13022305.000000 Penalty: 5535.120117
	Iteration 85Q: 3 clusters Score -1.30223e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66812 members 
Mstep: Class 2 contains 3417 members 
Entering Unmasked Estep 
Score: -13022234.000000 Penalty: 5535.120117
	Iteration 86Q: 3 clusters Score -1.302223e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67007 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -13022068.000000 Penalty: 5535.120117
	Iteration 87Q: 3 clusters Score -1.302207e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67188 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -13021956.000000 Penalty: 5535.120117
	Iteration 88Q: 3 clusters Score -1.302196e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67357 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -13021872.000000 Penalty: 5535.120117
	Iteration 89Q: 3 clusters Score -1.302187e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67523 members 
Mstep: Class 2 contains 2706 members 
Entering Unmasked Estep 
Score: -13021824.000000 Penalty: 5535.120117
	Iteration 90Q: 3 clusters Score -1.302182e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67683 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -13021762.000000 Penalty: 5535.120117
	Iteration 91Q: 3 clusters Score -1.302176e+07 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67848 members 
Mstep: Class 2 contains 2381 members 
Entering Unmasked Estep 
Score: -13021712.000000 Penalty: 5535.120117
	Iteration 92Q: 3 clusters Score -1.302171e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67994 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -13021665.000000 Penalty: 5535.120117
	Iteration 93Q: 3 clusters Score -1.302166e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68145 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -13021567.000000 Penalty: 5535.120117
	Iteration 94Q: 3 clusters Score -1.302157e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68286 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -13021551.000000 Penalty: 5535.120117
	Iteration 95Q: 3 clusters Score -1.302155e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68402 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -13021465.000000 Penalty: 5535.120117
	Iteration 96Q: 3 clusters Score -1.302146e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68507 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -13021398.000000 Penalty: 5535.120117
	Iteration 97Q: 3 clusters Score -1.30214e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68596 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -13021343.000000 Penalty: 5535.120117
	Iteration 98Q: 3 clusters Score -1.302134e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68666 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -13021330.000000 Penalty: 5535.120117
	Iteration 99Q: 3 clusters Score -1.302133e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68734 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -13021319.000000 Penalty: 5535.120117
	Iteration 100F: 3 clusters Score -1.302132e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68787 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -13021302.000000 Penalty: 5535.120117
	Iteration 101Q: 3 clusters Score -1.30213e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68832 members 
Mstep: Class 2 contains 1397 members 
Entering Unmasked Estep 
Score: -13021256.000000 Penalty: 5535.120117
	Iteration 102Q: 3 clusters Score -1.302126e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68884 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -13021251.000000 Penalty: 5535.120117
	Iteration 103Q: 3 clusters Score -1.302125e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68929 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -13021247.000000 Penalty: 5535.120117
	Iteration 104Q: 3 clusters Score -1.302125e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68972 members 
Mstep: Class 2 contains 1257 members 
Entering Unmasked Estep 
Score: -13021216.000000 Penalty: 5535.120117
	Iteration 105Q: 3 clusters Score -1.302122e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69022 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -13021168.000000 Penalty: 5535.120117
	Iteration 106Q: 3 clusters Score -1.302117e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69073 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -13021145.000000 Penalty: 5535.120117
	Iteration 107Q: 3 clusters Score -1.302114e+07 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69123 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -13021138.000000 Penalty: 5535.120117
	Iteration 108Q: 3 clusters Score -1.302114e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69155 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -13021102.000000 Penalty: 5535.120117
	Iteration 109Q: 3 clusters Score -1.30211e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69193 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -13021072.000000 Penalty: 5535.120117
	Iteration 110Q: 3 clusters Score -1.302107e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69219 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -13021074.000000 Penalty: 5535.120117
	Iteration 111Q: 3 clusters Score -1.302107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69236 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -13021068.000000 Penalty: 5535.120117
	Iteration 112Q: 3 clusters Score -1.302107e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69254 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -13021057.000000 Penalty: 5535.120117
	Iteration 113Q: 3 clusters Score -1.302106e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69272 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -13021045.000000 Penalty: 5535.120117
	Iteration 114Q: 3 clusters Score -1.302104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69291 members 
Mstep: Class 2 contains 938 members 
Entering Unmasked Estep 
Score: -13021042.000000 Penalty: 5535.120117
	Iteration 115Q: 3 clusters Score -1.302104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69307 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -13021038.000000 Penalty: 5535.120117
	Iteration 116Q: 3 clusters Score -1.302104e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69316 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -13021027.000000 Penalty: 5535.120117
	Iteration 117Q: 3 clusters Score -1.302103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69326 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -13021029.000000 Penalty: 5535.120117
	Iteration 118Q: 3 clusters Score -1.302103e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69336 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -13021012.000000 Penalty: 5535.120117
	Iteration 119Q: 3 clusters Score -1.302101e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69343 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -13021006.000000 Penalty: 5535.120117
	Iteration 120F: 3 clusters Score -1.302101e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69349 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -13021000.000000 Penalty: 5535.120117
	Iteration 121Q: 3 clusters Score -1.3021e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69352 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -13020993.000000 Penalty: 5535.120117
	Iteration 122Q: 3 clusters Score -1.302099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69354 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -13020990.000000 Penalty: 5535.120117
	Iteration 123Q: 3 clusters Score -1.302099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69358 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -13020987.000000 Penalty: 5535.120117
	Iteration 124Q: 3 clusters Score -1.302099e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69362 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -13020982.000000 Penalty: 5535.120117
	Iteration 125Q: 3 clusters Score -1.302098e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69365 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -13020973.000000 Penalty: 5535.120117
	Iteration 126Q: 3 clusters Score -1.302097e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69369 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -13020967.000000 Penalty: 5535.120117
	Iteration 127Q: 3 clusters Score -1.302097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69373 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -13020971.000000 Penalty: 5535.120117
	Iteration 128Q: 3 clusters Score -1.302097e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69382 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -13020981.000000 Penalty: 5535.120117
	Iteration 129Q: 3 clusters Score -1.302098e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69392 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -13020955.000000 Penalty: 5535.120117
	Iteration 130Q: 3 clusters Score -1.302096e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -13020966.000000 Penalty: 5535.120117
	Iteration 131Q: 3 clusters Score -1.302097e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69407 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -13020968.000000 Penalty: 5535.120117
	Iteration 132Q: 3 clusters Score -1.302097e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69417 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -13020968.000000 Penalty: 5535.120117
	Iteration 133Q: 3 clusters Score -1.302097e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69427 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -13020954.000000 Penalty: 5535.120117
	Iteration 134Q: 3 clusters Score -1.302095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69435 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -13020953.000000 Penalty: 5535.120117
	Iteration 135Q: 3 clusters Score -1.302095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69441 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -13020954.000000 Penalty: 5535.120117
	Iteration 136Q: 3 clusters Score -1.302095e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69447 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -13020950.000000 Penalty: 5535.120117
	Iteration 137Q: 3 clusters Score -1.302095e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69451 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -13020955.000000 Penalty: 5535.120117
	Iteration 138Q: 3 clusters Score -1.302096e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69456 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -13020943.000000 Penalty: 5535.120117
	Iteration 139Q: 3 clusters Score -1.302094e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69459 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -13020952.000000 Penalty: 5535.120117
	Iteration 140F: 3 clusters Score -1.302095e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69465 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -13020937.000000 Penalty: 5535.120117
	Iteration 141Q: 3 clusters Score -1.302094e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69472 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -13020937.000000 Penalty: 5535.120117
	Iteration 142Q: 3 clusters Score -1.302094e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69477 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -13020922.000000 Penalty: 5535.120117
	Iteration 143Q: 3 clusters Score -1.302092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69479 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -13020922.000000 Penalty: 5535.120117
	Iteration 144Q: 3 clusters Score -1.302092e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69484 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -13020925.000000 Penalty: 5535.120117
	Iteration 145Q: 3 clusters Score -1.302092e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69490 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -13020909.000000 Penalty: 5535.120117
	Iteration 146Q: 3 clusters Score -1.302091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69494 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -13020920.000000 Penalty: 5535.120117
	Iteration 147Q: 3 clusters Score -1.302092e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69498 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -13020914.000000 Penalty: 5535.120117
	Iteration 148Q: 3 clusters Score -1.302091e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69502 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -13020901.000000 Penalty: 5535.120117
	Iteration 149Q: 3 clusters Score -1.30209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69505 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -13020905.000000 Penalty: 5535.120117
	Iteration 150Q: 3 clusters Score -1.30209e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69508 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -13020907.000000 Penalty: 5535.120117
	Iteration 151Q: 3 clusters Score -1.302091e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69510 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -13020911.000000 Penalty: 5535.120117
	Iteration 152Q: 3 clusters Score -1.302091e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13020908.000000 Penalty: 5535.120117
	Iteration 153Q: 3 clusters Score -1.302091e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69511 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -13020908.000000 Penalty: 5535.120117
	Iteration 154F: 3 clusters Score -1.302091e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (17445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Entering Unmasked Estep 
Score: -3100576.250000 Penalty: 2422.168457
	Iteration 0F: 2 clusters Score -3100576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8668 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -3088712.250000 Penalty: 4844.336914
	Iteration 0F: 3 clusters Score -3088712 nChanged 7749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -3098540.250000 Penalty: 4844.336914
	Iteration 1F: 3 clusters Score -3098540 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11685 members 
Mstep: Class 2 contains 5760 members 
Entering Unmasked Estep 
Score: -3102726.250000 Penalty: 4844.336914
	Iteration 2F: 3 clusters Score -3102726 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12860 members 
Mstep: Class 2 contains 4585 members 
Entering Unmasked Estep 
Score: -3104362.000000 Penalty: 4844.336914
	Iteration 3F: 3 clusters Score -3104362 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13512 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -3105047.250000 Penalty: 4844.336914
	Iteration 4F: 3 clusters Score -3105047 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13987 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -3105451.750000 Penalty: 4844.336914
	Iteration 5Q: 3 clusters Score -3105452 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14346 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -3105741.500000 Penalty: 4844.336914
	Iteration 6Q: 3 clusters Score -3105742 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3105944.750000 Penalty: 4844.336914
	Iteration 7Q: 3 clusters Score -3105945 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14836 members 
Mstep: Class 2 contains 2609 members 
Entering Unmasked Estep 
Score: -3106106.750000 Penalty: 4844.336914
	Iteration 8Q: 3 clusters Score -3106107 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15004 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -3106237.000000 Penalty: 4844.336914
	Iteration 9Q: 3 clusters Score -3106237 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -3106374.250000 Penalty: 4844.336914
	Iteration 10Q: 3 clusters Score -3106374 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15294 members 
Mstep: Class 2 contains 2151 members 
Entering Unmasked Estep 
Score: -3106506.250000 Penalty: 4844.336914
	Iteration 11Q: 3 clusters Score -3106506 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15409 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -3106634.000000 Penalty: 4844.336914
	Iteration 12Q: 3 clusters Score -3106634 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -3106740.750000 Penalty: 4844.336914
	Iteration 13Q: 3 clusters Score -3106741 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -3106813.250000 Penalty: 4844.336914
	Iteration 14Q: 3 clusters Score -3106813 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15627 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -3106881.500000 Penalty: 4844.336914
	Iteration 15Q: 3 clusters Score -3106882 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15684 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -3106949.250000 Penalty: 4844.336914
	Iteration 16Q: 3 clusters Score -3106949 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15734 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -3107028.750000 Penalty: 4844.336914
	Iteration 17Q: 3 clusters Score -3107029 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -3107122.250000 Penalty: 4844.336914
	Iteration 18Q: 3 clusters Score -3107122 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15834 members 
Mstep: Class 2 contains 1611 members 
Entering Unmasked Estep 
Score: -3107237.000000 Penalty: 4844.336914
	Iteration 19Q: 3 clusters Score -3107237 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15894 members 
Mstep: Class 2 contains 1551 members 
Entering Unmasked Estep 
Score: -3107395.500000 Penalty: 4844.336914
	Iteration 20F: 3 clusters Score -3107396 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15955 members 
Mstep: Class 2 contains 1490 members 
Entering Unmasked Estep 
Score: -3107679.750000 Penalty: 4844.336914
	Iteration 21Q: 3 clusters Score -3107680 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -3107975.000000 Penalty: 4844.336914
	Iteration 22Q: 3 clusters Score -3107975 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16103 members 
Mstep: Class 2 contains 1342 members 
Entering Unmasked Estep 
Score: -3108299.250000 Penalty: 4844.336914
	Iteration 23Q: 3 clusters Score -3108299 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16177 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -3108520.750000 Penalty: 4844.336914
	Iteration 24Q: 3 clusters Score -3108521 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16225 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -3108570.750000 Penalty: 4844.336914
	Iteration 25Q: 3 clusters Score -3108571 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -3108588.500000 Penalty: 4844.336914
	Iteration 26Q: 3 clusters Score -3108588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16260 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3108596.250000 Penalty: 4844.336914
	Iteration 27Q: 3 clusters Score -3108596 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16268 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3108602.500000 Penalty: 4844.336914
	Iteration 28Q: 3 clusters Score -3108602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16273 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3108602.000000 Penalty: 4844.336914
	Iteration 29Q: 3 clusters Score -3108602 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16275 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -3108607.750000 Penalty: 4844.336914
	Iteration 30Q: 3 clusters Score -3108608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16276 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -3108605.750000 Penalty: 4844.336914
	Iteration 31Q: 3 clusters Score -3108606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3108608.500000 Penalty: 4844.336914
	Iteration 32Q: 3 clusters Score -3108608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16277 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -3108608.500000 Penalty: 4844.336914
	Iteration 33F: 3 clusters Score -3108608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 54728 members 
Mstep: Class 10 contains 44293 members 
Mstep: Class 11 contains 34719 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 32631 members 
Mstep: Class 15 contains 33851 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 16277 members 
Mstep: Class 20 contains 961 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 35270 members 
Mstep: Class 27 contains 51573 members 
Mstep: Class 28 contains 60727 members 
Mstep: Class 29 contains 6481 members 
Mstep: Class 30 contains 32897 members 
Mstep: Class 31 contains 50304 members 
Mstep: Class 32 contains 38664 members 
Mstep: Class 33 contains 45416 members 
Mstep: Class 34 contains 1824 members 
Mstep: Class 35 contains 1168 members 
Entering Unmasked Estep 
Score: -207711952.000000 Penalty: 120873.101562
Splitting cluster 19 changes total score from -207356240.000000 to -207711952.000000
So it's getting split into cluster 35.
Entering ConstructFrom: 
Trying to split cluster 20 (961 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Entering Unmasked Estep 
Score: -130216.945312 Penalty: 1703.257568
	Iteration 0F: 2 clusters Score -130216.9 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 473 members 
Entering Unmasked Estep 
Score: -129114.562500 Penalty: 3406.515137
	Iteration 0F: 3 clusters Score -129114.6 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -131241.156250 Penalty: 3406.515137
	Iteration 1F: 3 clusters Score -131241.2 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -132510.703125 Penalty: 3406.515137
	Iteration 2F: 3 clusters Score -132510.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -133621.421875 Penalty: 3406.515137
	Iteration 3F: 3 clusters Score -133621.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -134087.312500 Penalty: 3406.515137
	Iteration 4Q: 3 clusters Score -134087.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -134344.375000 Penalty: 3406.515137
	Iteration 5Q: 3 clusters Score -134344.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -134662.984375 Penalty: 3406.515137
	Iteration 6Q: 3 clusters Score -134663 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -134849.703125 Penalty: 3406.515137
	Iteration 7Q: 3 clusters Score -134849.7 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -134988.265625 Penalty: 3406.515137
	Iteration 8Q: 3 clusters Score -134988.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -135040.234375 Penalty: 3406.515137
	Iteration 9Q: 3 clusters Score -135040.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -135077.734375 Penalty: 3406.515137
	Iteration 10Q: 3 clusters Score -135077.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -135109.890625 Penalty: 3406.515137
	Iteration 11Q: 3 clusters Score -135109.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -135152.046875 Penalty: 3406.515137
	Iteration 12Q: 3 clusters Score -135152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -135213.125000 Penalty: 3406.515137
	Iteration 13Q: 3 clusters Score -135213.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -135286.859375 Penalty: 3406.515137
	Iteration 14Q: 3 clusters Score -135286.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -135378.593750 Penalty: 3406.515137
	Iteration 15Q: 3 clusters Score -135378.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -135447.531250 Penalty: 3406.515137
	Iteration 16Q: 3 clusters Score -135447.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -135494.109375 Penalty: 3406.515137
	Iteration 17Q: 3 clusters Score -135494.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -135538.859375 Penalty: 3406.515137
	Iteration 18Q: 3 clusters Score -135538.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -135576.890625 Penalty: 3406.515137
	Iteration 19Q: 3 clusters Score -135576.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -135592.921875 Penalty: 3406.515137
	Iteration 20F: 3 clusters Score -135592.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -135610.984375 Penalty: 3406.515137
	Iteration 21Q: 3 clusters Score -135611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -135625.312500 Penalty: 3406.515137
	Iteration 22Q: 3 clusters Score -135625.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -135634.578125 Penalty: 3406.515137
	Iteration 23Q: 3 clusters Score -135634.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -135640.343750 Penalty: 3406.515137
	Iteration 24Q: 3 clusters Score -135640.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135641.484375 Penalty: 3406.515137
	Iteration 25Q: 3 clusters Score -135641.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135643.500000 Penalty: 3406.515137
	Iteration 26F: 3 clusters Score -135643.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -135645.484375 Penalty: 3406.515137
	Iteration 27Q: 3 clusters Score -135645.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135646.671875 Penalty: 3406.515137
	Iteration 28Q: 3 clusters Score -135646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -135646.671875 Penalty: 3406.515137
	Iteration 29F: 3 clusters Score -135646.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 54728 members 
Mstep: Class 10 contains 44293 members 
Mstep: Class 11 contains 34719 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 32631 members 
Mstep: Class 15 contains 33851 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 18 contains 2591 members 
Mstep: Class 19 contains 16277 members 
Mstep: Class 20 contains 380 members 
Mstep: Class 21 contains 41675 members 
Mstep: Class 22 contains 32560 members 
Mstep: Class 23 contains 49905 members 
Mstep: Class 24 contains 40355 members 
Mstep: Class 25 contains 5919 members 
Mstep: Class 26 contains 35270 members 
Mstep: Class 27 contains 51573 members 
Mstep: Class 28 contains 60727 members 
Mstep: Class 29 contains 6481 members 
Mstep: Class 30 contains 32897 members 
Mstep: Class 31 contains 50304 members 
Mstep: Class 32 contains 38664 members 
Mstep: Class 33 contains 45416 members 
Mstep: Class 34 contains 1824 members 
Mstep: Class 35 contains 1168 members 
Mstep: Class 36 contains 581 members 
Entering Unmasked Estep 
Score: -207715456.000000 Penalty: 124326.617188
Splitting cluster 20 changes total score from -207356240.000000 to -207715456.000000
So it's getting split into cluster 36.
Entering Unmasked Mstep 
Mstep: Class 0 contains 143 members 
Mstep: Class 1 contains 68426 members 
Mstep: Class 2 contains 34306 members 
Mstep: Class 3 contains 32405 members 
Mstep: Class 4 contains 28521 members 
Mstep: Class 5 contains 31046 members 
Mstep: Class 6 contains 2394 members 
Mstep: Class 7 contains 42699 members 
Mstep: Class 8 contains 40805 members 
Mstep: Class 9 contains 54728 members 
Mstep: Class 10 contains 44293 members 
Mstep: Class 11 contains 34719 members 
Mstep: Class 12 contains 47908 members 
Mstep: Class 13 contains 814 members 
Mstep: Class 14 contains 32631 members 
Mstep: Class 15 contains 33851 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 70229 members 
Mstep: Class 19 contains 16277 members 
Mstep: Class 20 contains 380 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207786560.000000 Penalty: 124326.617188
Iteration 39Q: 37 clusters Score -2.077866e+08 nChanged 105815
Entering Unmasked Mstep 
Mstep: Class 0 contains 141 members 
Mstep: Class 1 contains 66391 members 
Mstep: Class 2 contains 34642 members 
Mstep: Class 3 contains 36204 members 
Mstep: Class 4 contains 36139 members 
Mstep: Class 5 contains 31688 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 44451 members 
Mstep: Class 8 contains 49084 members 
Mstep: Class 9 contains 57776 members 
Mstep: Class 10 contains 42108 members 
Mstep: Class 11 contains 32344 members 
Mstep: Class 12 contains 52696 members 
Mstep: Class 13 contains 773 members 
Mstep: Class 14 contains 37019 members 
Mstep: Class 15 contains 36327 members 
Mstep: Class 16 contains 1750 members 
Mstep: Class 17 contains 65963 members 
Mstep: Class 18 contains 2669 members 
Mstep: Class 19 contains 17260 members 
Mstep: Class 20 contains 381 members 
Mstep: Class 21 contains 38630 members 
Mstep: Class 22 contains 29562 members 
Mstep: Class 23 contains 47334 members 
Mstep: Class 24 contains 36995 members 
Mstep: Class 25 contains 6059 members 
Mstep: Class 26 contains 32468 members 
Mstep: Class 27 contains 49367 members 
Mstep: Class 28 contains 58686 members 
Mstep: Class 29 contains 6353 members 
Mstep: Class 30 contains 29218 members 
Mstep: Class 31 contains 46958 members 
Mstep: Class 32 contains 38902 members 
Mstep: Class 33 contains 43852 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 1464 members 
Mstep: Class 36 contains 501 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207830912.000000 Penalty: 124326.617188
Iteration 40F: 37 clusters Score -2.078309e+08 nChanged 91685
Entering Unmasked Mstep 
Mstep: Class 0 contains 137 members 
Mstep: Class 1 contains 57885 members 
Mstep: Class 2 contains 33340 members 
Mstep: Class 3 contains 36593 members 
Mstep: Class 4 contains 42656 members 
Mstep: Class 5 contains 29859 members 
Mstep: Class 6 contains 2234 members 
Mstep: Class 7 contains 41275 members 
Mstep: Class 8 contains 55497 members 
Mstep: Class 9 contains 57577 members 
Mstep: Class 10 contains 37260 members 
Mstep: Class 11 contains 29310 members 
Mstep: Class 12 contains 54775 members 
Mstep: Class 13 contains 763 members 
Mstep: Class 14 contains 38304 members 
Mstep: Class 15 contains 37562 members 
Mstep: Class 16 contains 1747 members 
Mstep: Class 17 contains 56378 members 
Mstep: Class 18 contains 3067 members 
Mstep: Class 19 contains 16169 members 
Mstep: Class 20 contains 326 members 
Mstep: Class 21 contains 39592 members 
Mstep: Class 22 contains 30812 members 
Mstep: Class 23 contains 51458 members 
Mstep: Class 24 contains 37228 members 
Mstep: Class 25 contains 6506 members 
Mstep: Class 26 contains 32131 members 
Mstep: Class 27 contains 51973 members 
Mstep: Class 28 contains 60561 members 
Mstep: Class 29 contains 6406 members 
Mstep: Class 30 contains 29696 members 
Mstep: Class 31 contains 47517 members 
Mstep: Class 32 contains 40119 members 
Mstep: Class 33 contains 45512 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1663 members 
Mstep: Class 36 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207846528.000000 Penalty: 124326.617188
Iteration 41F: 37 clusters Score -2.078465e+08 nChanged 59561
Entering Unmasked Mstep 
Mstep: Class 0 contains 134 members 
Mstep: Class 1 contains 52528 members 
Mstep: Class 2 contains 33050 members 
Mstep: Class 3 contains 36728 members 
Mstep: Class 4 contains 49499 members 
Mstep: Class 5 contains 28670 members 
Mstep: Class 6 contains 2243 members 
Mstep: Class 7 contains 38258 members 
Mstep: Class 8 contains 60886 members 
Mstep: Class 9 contains 58040 members 
Mstep: Class 10 contains 33882 members 
Mstep: Class 11 contains 27986 members 
Mstep: Class 12 contains 56729 members 
Mstep: Class 13 contains 677 members 
Mstep: Class 14 contains 39109 members 
Mstep: Class 15 contains 38826 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 52700 members 
Mstep: Class 18 contains 3328 members 
Mstep: Class 19 contains 15672 members 
Mstep: Class 20 contains 310 members 
Mstep: Class 21 contains 40211 members 
Mstep: Class 22 contains 31153 members 
Mstep: Class 23 contains 52703 members 
Mstep: Class 24 contains 36813 members 
Mstep: Class 25 contains 6653 members 
Mstep: Class 26 contains 31216 members 
Mstep: Class 27 contains 53065 members 
Mstep: Class 28 contains 61422 members 
Mstep: Class 29 contains 6395 members 
Mstep: Class 30 contains 29394 members 
Mstep: Class 31 contains 47000 members 
Mstep: Class 32 contains 40164 members 
Mstep: Class 33 contains 44964 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1749 members 
Mstep: Class 36 contains 532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207851840.000000 Penalty: 124326.617188
Iteration 42F: 37 clusters Score -2.078518e+08 nChanged 50454
Entering Unmasked Mstep 
Mstep: Class 0 contains 129 members 
Mstep: Class 1 contains 48640 members 
Mstep: Class 2 contains 33117 members 
Mstep: Class 3 contains 36673 members 
Mstep: Class 4 contains 54214 members 
Mstep: Class 5 contains 28016 members 
Mstep: Class 6 contains 2253 members 
Mstep: Class 7 contains 36133 members 
Mstep: Class 8 contains 63672 members 
Mstep: Class 9 contains 59100 members 
Mstep: Class 10 contains 31461 members 
Mstep: Class 11 contains 27480 members 
Mstep: Class 12 contains 58502 members 
Mstep: Class 13 contains 625 members 
Mstep: Class 14 contains 39697 members 
Mstep: Class 15 contains 39625 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 50496 members 
Mstep: Class 18 contains 3561 members 
Mstep: Class 19 contains 15399 members 
Mstep: Class 20 contains 300 members 
Mstep: Class 21 contains 41879 members 
Mstep: Class 22 contains 31427 members 
Mstep: Class 23 contains 51386 members 
Mstep: Class 24 contains 36359 members 
Mstep: Class 25 contains 6716 members 
Mstep: Class 26 contains 31331 members 
Mstep: Class 27 contains 53878 members 
Mstep: Class 28 contains 61844 members 
Mstep: Class 29 contains 6369 members 
Mstep: Class 30 contains 28843 members 
Mstep: Class 31 contains 46718 members 
Mstep: Class 32 contains 39865 members 
Mstep: Class 33 contains 44679 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207850368.000000 Penalty: 124326.617188
Iteration 43Q: 37 clusters Score -2.078504e+08 nChanged 42830
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 45822 members 
Mstep: Class 2 contains 33238 members 
Mstep: Class 3 contains 36568 members 
Mstep: Class 4 contains 54249 members 
Mstep: Class 5 contains 27628 members 
Mstep: Class 6 contains 2261 members 
Mstep: Class 7 contains 36198 members 
Mstep: Class 8 contains 64673 members 
Mstep: Class 9 contains 60657 members 
Mstep: Class 10 contains 29639 members 
Mstep: Class 11 contains 27395 members 
Mstep: Class 12 contains 60088 members 
Mstep: Class 13 contains 594 members 
Mstep: Class 14 contains 40178 members 
Mstep: Class 15 contains 40019 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 49201 members 
Mstep: Class 18 contains 3834 members 
Mstep: Class 19 contains 15259 members 
Mstep: Class 20 contains 296 members 
Mstep: Class 21 contains 44076 members 
Mstep: Class 22 contains 31810 members 
Mstep: Class 23 contains 48945 members 
Mstep: Class 24 contains 36150 members 
Mstep: Class 25 contains 6730 members 
Mstep: Class 26 contains 32404 members 
Mstep: Class 27 contains 54592 members 
Mstep: Class 28 contains 61777 members 
Mstep: Class 29 contains 6325 members 
Mstep: Class 30 contains 28314 members 
Mstep: Class 31 contains 46759 members 
Mstep: Class 32 contains 39435 members 
Mstep: Class 33 contains 45151 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1784 members 
Mstep: Class 36 contains 512 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207851488.000000 Penalty: 124326.617188
Iteration 44Q: 37 clusters Score -2.078515e+08 nChanged 35984
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 43860 members 
Mstep: Class 2 contains 33538 members 
Mstep: Class 3 contains 36450 members 
Mstep: Class 4 contains 52740 members 
Mstep: Class 5 contains 27335 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 36611 members 
Mstep: Class 8 contains 64983 members 
Mstep: Class 9 contains 62600 members 
Mstep: Class 10 contains 28246 members 
Mstep: Class 11 contains 27584 members 
Mstep: Class 12 contains 61379 members 
Mstep: Class 13 contains 578 members 
Mstep: Class 14 contains 40623 members 
Mstep: Class 15 contains 40065 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 48434 members 
Mstep: Class 18 contains 4118 members 
Mstep: Class 19 contains 15178 members 
Mstep: Class 20 contains 293 members 
Mstep: Class 21 contains 45828 members 
Mstep: Class 22 contains 32003 members 
Mstep: Class 23 contains 47805 members 
Mstep: Class 24 contains 35973 members 
Mstep: Class 25 contains 6757 members 
Mstep: Class 26 contains 33523 members 
Mstep: Class 27 contains 55130 members 
Mstep: Class 28 contains 61074 members 
Mstep: Class 29 contains 6297 members 
Mstep: Class 30 contains 27918 members 
Mstep: Class 31 contains 46968 members 
Mstep: Class 32 contains 38846 members 
Mstep: Class 33 contains 45275 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1781 members 
Mstep: Class 36 contains 510 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207854144.000000 Penalty: 124326.617188
Iteration 45Q: 37 clusters Score -2.078541e+08 nChanged 31622
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 42416 members 
Mstep: Class 2 contains 34018 members 
Mstep: Class 3 contains 36220 members 
Mstep: Class 4 contains 51523 members 
Mstep: Class 5 contains 27222 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 36783 members 
Mstep: Class 8 contains 64925 members 
Mstep: Class 9 contains 64630 members 
Mstep: Class 10 contains 27093 members 
Mstep: Class 11 contains 27915 members 
Mstep: Class 12 contains 62346 members 
Mstep: Class 13 contains 571 members 
Mstep: Class 14 contains 41050 members 
Mstep: Class 15 contains 39940 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 47960 members 
Mstep: Class 18 contains 4400 members 
Mstep: Class 19 contains 15140 members 
Mstep: Class 20 contains 292 members 
Mstep: Class 21 contains 47140 members 
Mstep: Class 22 contains 32117 members 
Mstep: Class 23 contains 47533 members 
Mstep: Class 24 contains 35615 members 
Mstep: Class 25 contains 6771 members 
Mstep: Class 26 contains 34314 members 
Mstep: Class 27 contains 55510 members 
Mstep: Class 28 contains 59988 members 
Mstep: Class 29 contains 6273 members 
Mstep: Class 30 contains 27573 members 
Mstep: Class 31 contains 47327 members 
Mstep: Class 32 contains 38334 members 
Mstep: Class 33 contains 45074 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 514 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207854272.000000 Penalty: 124326.617188
Iteration 46Q: 37 clusters Score -2.078543e+08 nChanged 29334
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 41356 members 
Mstep: Class 2 contains 34739 members 
Mstep: Class 3 contains 36046 members 
Mstep: Class 4 contains 50752 members 
Mstep: Class 5 contains 27168 members 
Mstep: Class 6 contains 2258 members 
Mstep: Class 7 contains 36715 members 
Mstep: Class 8 contains 64789 members 
Mstep: Class 9 contains 66531 members 
Mstep: Class 10 contains 26114 members 
Mstep: Class 11 contains 28233 members 
Mstep: Class 12 contains 63030 members 
Mstep: Class 13 contains 569 members 
Mstep: Class 14 contains 41384 members 
Mstep: Class 15 contains 39751 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 47701 members 
Mstep: Class 18 contains 4687 members 
Mstep: Class 19 contains 15155 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 48002 members 
Mstep: Class 22 contains 32028 members 
Mstep: Class 23 contains 47474 members 
Mstep: Class 24 contains 35324 members 
Mstep: Class 25 contains 6777 members 
Mstep: Class 26 contains 34884 members 
Mstep: Class 27 contains 55695 members 
Mstep: Class 28 contains 58789 members 
Mstep: Class 29 contains 6271 members 
Mstep: Class 30 contains 27318 members 
Mstep: Class 31 contains 47887 members 
Mstep: Class 32 contains 37747 members 
Mstep: Class 33 contains 44810 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207853568.000000 Penalty: 124326.617188
Iteration 47Q: 37 clusters Score -2.078536e+08 nChanged 27166
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 40574 members 
Mstep: Class 2 contains 35591 members 
Mstep: Class 3 contains 35766 members 
Mstep: Class 4 contains 50216 members 
Mstep: Class 5 contains 27195 members 
Mstep: Class 6 contains 2263 members 
Mstep: Class 7 contains 36664 members 
Mstep: Class 8 contains 64754 members 
Mstep: Class 9 contains 67989 members 
Mstep: Class 10 contains 25257 members 
Mstep: Class 11 contains 28618 members 
Mstep: Class 12 contains 63582 members 
Mstep: Class 13 contains 566 members 
Mstep: Class 14 contains 41657 members 
Mstep: Class 15 contains 39509 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 47626 members 
Mstep: Class 18 contains 4976 members 
Mstep: Class 19 contains 15153 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 48255 members 
Mstep: Class 22 contains 31843 members 
Mstep: Class 23 contains 47430 members 
Mstep: Class 24 contains 34975 members 
Mstep: Class 25 contains 6786 members 
Mstep: Class 26 contains 35371 members 
Mstep: Class 27 contains 55776 members 
Mstep: Class 28 contains 57740 members 
Mstep: Class 29 contains 6261 members 
Mstep: Class 30 contains 27191 members 
Mstep: Class 31 contains 48486 members 
Mstep: Class 32 contains 37279 members 
Mstep: Class 33 contains 44637 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1763 members 
Mstep: Class 36 contains 522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207854176.000000 Penalty: 124326.617188
Iteration 48Q: 37 clusters Score -2.078542e+08 nChanged 25131
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 40077 members 
Mstep: Class 2 contains 36415 members 
Mstep: Class 3 contains 35467 members 
Mstep: Class 4 contains 49930 members 
Mstep: Class 5 contains 27398 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 36731 members 
Mstep: Class 8 contains 64791 members 
Mstep: Class 9 contains 68938 members 
Mstep: Class 10 contains 24508 members 
Mstep: Class 11 contains 28966 members 
Mstep: Class 12 contains 64023 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 41931 members 
Mstep: Class 15 contains 39278 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 47700 members 
Mstep: Class 18 contains 5225 members 
Mstep: Class 19 contains 15176 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 48018 members 
Mstep: Class 22 contains 31587 members 
Mstep: Class 23 contains 47227 members 
Mstep: Class 24 contains 34646 members 
Mstep: Class 25 contains 6796 members 
Mstep: Class 26 contains 35774 members 
Mstep: Class 27 contains 55825 members 
Mstep: Class 28 contains 56873 members 
Mstep: Class 29 contains 6259 members 
Mstep: Class 30 contains 27071 members 
Mstep: Class 31 contains 49172 members 
Mstep: Class 32 contains 36800 members 
Mstep: Class 33 contains 44555 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207855616.000000 Penalty: 124326.617188
Iteration 49Q: 37 clusters Score -2.078556e+08 nChanged 23409
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 37212 members 
Mstep: Class 3 contains 35182 members 
Mstep: Class 4 contains 49612 members 
Mstep: Class 5 contains 27757 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 37031 members 
Mstep: Class 8 contains 64748 members 
Mstep: Class 9 contains 69224 members 
Mstep: Class 10 contains 23868 members 
Mstep: Class 11 contains 29284 members 
Mstep: Class 12 contains 64369 members 
Mstep: Class 13 contains 564 members 
Mstep: Class 14 contains 42145 members 
Mstep: Class 15 contains 38961 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 47901 members 
Mstep: Class 18 contains 5437 members 
Mstep: Class 19 contains 15227 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 47506 members 
Mstep: Class 22 contains 31342 members 
Mstep: Class 23 contains 47010 members 
Mstep: Class 24 contains 34289 members 
Mstep: Class 25 contains 6806 members 
Mstep: Class 26 contains 36188 members 
Mstep: Class 27 contains 55691 members 
Mstep: Class 28 contains 56529 members 
Mstep: Class 29 contains 6247 members 
Mstep: Class 30 contains 26961 members 
Mstep: Class 31 contains 49954 members 
Mstep: Class 32 contains 36401 members 
Mstep: Class 33 contains 44602 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1755 members 
Mstep: Class 36 contains 527 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207856304.000000 Penalty: 124326.617188
Iteration 50Q: 37 clusters Score -2.078563e+08 nChanged 21731
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 39358 members 
Mstep: Class 2 contains 37825 members 
Mstep: Class 3 contains 34926 members 
Mstep: Class 4 contains 49453 members 
Mstep: Class 5 contains 28140 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 37410 members 
Mstep: Class 8 contains 64652 members 
Mstep: Class 9 contains 69007 members 
Mstep: Class 10 contains 23323 members 
Mstep: Class 11 contains 29550 members 
Mstep: Class 12 contains 64612 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 42331 members 
Mstep: Class 15 contains 38540 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 48195 members 
Mstep: Class 18 contains 5616 members 
Mstep: Class 19 contains 15256 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 46803 members 
Mstep: Class 22 contains 31124 members 
Mstep: Class 23 contains 46769 members 
Mstep: Class 24 contains 33958 members 
Mstep: Class 25 contains 6814 members 
Mstep: Class 26 contains 36610 members 
Mstep: Class 27 contains 55481 members 
Mstep: Class 28 contains 56730 members 
Mstep: Class 29 contains 6255 members 
Mstep: Class 30 contains 26866 members 
Mstep: Class 31 contains 50782 members 
Mstep: Class 32 contains 36078 members 
Mstep: Class 33 contains 44693 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1752 members 
Mstep: Class 36 contains 529 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207857600.000000 Penalty: 124326.617188
Iteration 51Q: 37 clusters Score -2.078576e+08 nChanged 19963
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 39098 members 
Mstep: Class 2 contains 38359 members 
Mstep: Class 3 contains 34665 members 
Mstep: Class 4 contains 49404 members 
Mstep: Class 5 contains 28544 members 
Mstep: Class 6 contains 2268 members 
Mstep: Class 7 contains 37867 members 
Mstep: Class 8 contains 64532 members 
Mstep: Class 9 contains 68294 members 
Mstep: Class 10 contains 22846 members 
Mstep: Class 11 contains 29792 members 
Mstep: Class 12 contains 64757 members 
Mstep: Class 13 contains 563 members 
Mstep: Class 14 contains 42437 members 
Mstep: Class 15 contains 38047 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 48504 members 
Mstep: Class 18 contains 5764 members 
Mstep: Class 19 contains 15282 members 
Mstep: Class 20 contains 290 members 
Mstep: Class 21 contains 46007 members 
Mstep: Class 22 contains 30983 members 
Mstep: Class 23 contains 46533 members 
Mstep: Class 24 contains 33652 members 
Mstep: Class 25 contains 6824 members 
Mstep: Class 26 contains 37060 members 
Mstep: Class 27 contains 55238 members 
Mstep: Class 28 contains 57383 members 
Mstep: Class 29 contains 6252 members 
Mstep: Class 30 contains 26768 members 
Mstep: Class 31 contains 51610 members 
Mstep: Class 32 contains 35803 members 
Mstep: Class 33 contains 44848 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1754 members 
Mstep: Class 36 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207858096.000000 Penalty: 124326.617188
Iteration 52Q: 37 clusters Score -2.078581e+08 nChanged 18274
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 38915 members 
Mstep: Class 2 contains 38719 members 
Mstep: Class 3 contains 34401 members 
Mstep: Class 4 contains 49346 members 
Mstep: Class 5 contains 28965 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 38406 members 
Mstep: Class 8 contains 64436 members 
Mstep: Class 9 contains 67268 members 
Mstep: Class 10 contains 22405 members 
Mstep: Class 11 contains 29970 members 
Mstep: Class 12 contains 64822 members 
Mstep: Class 13 contains 559 members 
Mstep: Class 14 contains 42492 members 
Mstep: Class 15 contains 37524 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 48801 members 
Mstep: Class 18 contains 5890 members 
Mstep: Class 19 contains 15276 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 45439 members 
Mstep: Class 22 contains 30820 members 
Mstep: Class 23 contains 46230 members 
Mstep: Class 24 contains 33435 members 
Mstep: Class 25 contains 6832 members 
Mstep: Class 26 contains 37413 members 
Mstep: Class 27 contains 54908 members 
Mstep: Class 28 contains 58372 members 
Mstep: Class 29 contains 6244 members 
Mstep: Class 30 contains 26684 members 
Mstep: Class 31 contains 52448 members 
Mstep: Class 32 contains 35604 members 
Mstep: Class 33 contains 45093 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1753 members 
Mstep: Class 36 contains 533 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207859136.000000 Penalty: 124326.617188
Iteration 53Q: 37 clusters Score -2.078591e+08 nChanged 17353
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 38701 members 
Mstep: Class 2 contains 38961 members 
Mstep: Class 3 contains 34116 members 
Mstep: Class 4 contains 49396 members 
Mstep: Class 5 contains 29313 members 
Mstep: Class 6 contains 2267 members 
Mstep: Class 7 contains 39029 members 
Mstep: Class 8 contains 64235 members 
Mstep: Class 9 contains 66044 members 
Mstep: Class 10 contains 21967 members 
Mstep: Class 11 contains 30033 members 
Mstep: Class 12 contains 64848 members 
Mstep: Class 13 contains 556 members 
Mstep: Class 14 contains 42532 members 
Mstep: Class 15 contains 36998 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 49148 members 
Mstep: Class 18 contains 6029 members 
Mstep: Class 19 contains 15291 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 44948 members 
Mstep: Class 22 contains 30653 members 
Mstep: Class 23 contains 45898 members 
Mstep: Class 24 contains 33253 members 
Mstep: Class 25 contains 6836 members 
Mstep: Class 26 contains 37755 members 
Mstep: Class 27 contains 54602 members 
Mstep: Class 28 contains 59531 members 
Mstep: Class 29 contains 6232 members 
Mstep: Class 30 contains 26662 members 
Mstep: Class 31 contains 53266 members 
Mstep: Class 32 contains 35475 members 
Mstep: Class 33 contains 45408 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1751 members 
Mstep: Class 36 contains 536 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207860896.000000 Penalty: 124326.617188
Iteration 54Q: 37 clusters Score -2.078609e+08 nChanged 16416
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 38512 members 
Mstep: Class 2 contains 39100 members 
Mstep: Class 3 contains 33883 members 
Mstep: Class 4 contains 49495 members 
Mstep: Class 5 contains 29614 members 
Mstep: Class 6 contains 2270 members 
Mstep: Class 7 contains 39650 members 
Mstep: Class 8 contains 64011 members 
Mstep: Class 9 contains 64626 members 
Mstep: Class 10 contains 21595 members 
Mstep: Class 11 contains 30081 members 
Mstep: Class 12 contains 64815 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 42475 members 
Mstep: Class 15 contains 36503 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 49444 members 
Mstep: Class 18 contains 6150 members 
Mstep: Class 19 contains 15341 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 44595 members 
Mstep: Class 22 contains 30536 members 
Mstep: Class 23 contains 45544 members 
Mstep: Class 24 contains 33098 members 
Mstep: Class 25 contains 6839 members 
Mstep: Class 26 contains 38013 members 
Mstep: Class 27 contains 54273 members 
Mstep: Class 28 contains 60871 members 
Mstep: Class 29 contains 6211 members 
Mstep: Class 30 contains 26643 members 
Mstep: Class 31 contains 54110 members 
Mstep: Class 32 contains 35422 members 
Mstep: Class 33 contains 45706 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1752 members 
Mstep: Class 36 contains 539 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207861280.000000 Penalty: 124326.617188
Iteration 55Q: 37 clusters Score -2.078613e+08 nChanged 15892
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 38338 members 
Mstep: Class 2 contains 39176 members 
Mstep: Class 3 contains 33679 members 
Mstep: Class 4 contains 49516 members 
Mstep: Class 5 contains 29879 members 
Mstep: Class 6 contains 2272 members 
Mstep: Class 7 contains 40354 members 
Mstep: Class 8 contains 63687 members 
Mstep: Class 9 contains 63185 members 
Mstep: Class 10 contains 21204 members 
Mstep: Class 11 contains 30128 members 
Mstep: Class 12 contains 64748 members 
Mstep: Class 13 contains 555 members 
Mstep: Class 14 contains 42448 members 
Mstep: Class 15 contains 36082 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 49665 members 
Mstep: Class 18 contains 6256 members 
Mstep: Class 19 contains 15387 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 44387 members 
Mstep: Class 22 contains 30479 members 
Mstep: Class 23 contains 45194 members 
Mstep: Class 24 contains 32970 members 
Mstep: Class 25 contains 6838 members 
Mstep: Class 26 contains 38211 members 
Mstep: Class 27 contains 53991 members 
Mstep: Class 28 contains 62223 members 
Mstep: Class 29 contains 6207 members 
Mstep: Class 30 contains 26616 members 
Mstep: Class 31 contains 55028 members 
Mstep: Class 32 contains 35322 members 
Mstep: Class 33 contains 45954 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1750 members 
Mstep: Class 36 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207862736.000000 Penalty: 124326.617188
Iteration 56Q: 37 clusters Score -2.078627e+08 nChanged 15506
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 38167 members 
Mstep: Class 2 contains 39173 members 
Mstep: Class 3 contains 33508 members 
Mstep: Class 4 contains 49472 members 
Mstep: Class 5 contains 30060 members 
Mstep: Class 6 contains 2276 members 
Mstep: Class 7 contains 41097 members 
Mstep: Class 8 contains 63325 members 
Mstep: Class 9 contains 61804 members 
Mstep: Class 10 contains 20836 members 
Mstep: Class 11 contains 30151 members 
Mstep: Class 12 contains 64653 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 42414 members 
Mstep: Class 15 contains 35651 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 49791 members 
Mstep: Class 18 contains 6335 members 
Mstep: Class 19 contains 15476 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 44268 members 
Mstep: Class 22 contains 30432 members 
Mstep: Class 23 contains 44927 members 
Mstep: Class 24 contains 32920 members 
Mstep: Class 25 contains 6839 members 
Mstep: Class 26 contains 38446 members 
Mstep: Class 27 contains 53787 members 
Mstep: Class 28 contains 63497 members 
Mstep: Class 29 contains 6153 members 
Mstep: Class 30 contains 26602 members 
Mstep: Class 31 contains 55991 members 
Mstep: Class 32 contains 35222 members 
Mstep: Class 33 contains 46149 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1754 members 
Mstep: Class 36 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207864064.000000 Penalty: 124326.617188
Iteration 57Q: 37 clusters Score -2.078641e+08 nChanged 15234
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 38047 members 
Mstep: Class 2 contains 39125 members 
Mstep: Class 3 contains 33298 members 
Mstep: Class 4 contains 49425 members 
Mstep: Class 5 contains 30175 members 
Mstep: Class 6 contains 2276 members 
Mstep: Class 7 contains 41753 members 
Mstep: Class 8 contains 62955 members 
Mstep: Class 9 contains 60469 members 
Mstep: Class 10 contains 20454 members 
Mstep: Class 11 contains 30147 members 
Mstep: Class 12 contains 64584 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 42354 members 
Mstep: Class 15 contains 35193 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 49889 members 
Mstep: Class 18 contains 6415 members 
Mstep: Class 19 contains 15610 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 44208 members 
Mstep: Class 22 contains 30418 members 
Mstep: Class 23 contains 44635 members 
Mstep: Class 24 contains 32941 members 
Mstep: Class 25 contains 6845 members 
Mstep: Class 26 contains 38694 members 
Mstep: Class 27 contains 53637 members 
Mstep: Class 28 contains 64721 members 
Mstep: Class 29 contains 6104 members 
Mstep: Class 30 contains 26620 members 
Mstep: Class 31 contains 56936 members 
Mstep: Class 32 contains 35117 members 
Mstep: Class 33 contains 46377 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1754 members 
Mstep: Class 36 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207864896.000000 Penalty: 124326.617188
Iteration 58Q: 37 clusters Score -2.078649e+08 nChanged 15205
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 37910 members 
Mstep: Class 2 contains 39025 members 
Mstep: Class 3 contains 33110 members 
Mstep: Class 4 contains 49395 members 
Mstep: Class 5 contains 30327 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 42366 members 
Mstep: Class 8 contains 62614 members 
Mstep: Class 9 contains 59115 members 
Mstep: Class 10 contains 20175 members 
Mstep: Class 11 contains 30214 members 
Mstep: Class 12 contains 64449 members 
Mstep: Class 13 contains 553 members 
Mstep: Class 14 contains 42250 members 
Mstep: Class 15 contains 34888 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 49877 members 
Mstep: Class 18 contains 6496 members 
Mstep: Class 19 contains 15763 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 44171 members 
Mstep: Class 22 contains 30343 members 
Mstep: Class 23 contains 44392 members 
Mstep: Class 24 contains 32919 members 
Mstep: Class 25 contains 6848 members 
Mstep: Class 26 contains 38881 members 
Mstep: Class 27 contains 53457 members 
Mstep: Class 28 contains 65997 members 
Mstep: Class 29 contains 5986 members 
Mstep: Class 30 contains 26602 members 
Mstep: Class 31 contains 57986 members 
Mstep: Class 32 contains 35084 members 
Mstep: Class 33 contains 46500 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1758 members 
Mstep: Class 36 contains 541 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207865456.000000 Penalty: 124326.617188
Iteration 59Q: 37 clusters Score -2.078655e+08 nChanged 15395
Entering Unmasked Mstep 
Mstep: Class 0 contains 128 members 
Mstep: Class 1 contains 37774 members 
Mstep: Class 2 contains 38888 members 
Mstep: Class 3 contains 32939 members 
Mstep: Class 4 contains 49299 members 
Mstep: Class 5 contains 30445 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 43012 members 
Mstep: Class 8 contains 62266 members 
Mstep: Class 9 contains 57796 members 
Mstep: Class 10 contains 19925 members 
Mstep: Class 11 contains 30227 members 
Mstep: Class 12 contains 64313 members 
Mstep: Class 13 contains 550 members 
Mstep: Class 14 contains 42133 members 
Mstep: Class 15 contains 34530 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 49772 members 
Mstep: Class 18 contains 6588 members 
Mstep: Class 19 contains 15947 members 
Mstep: Class 20 contains 291 members 
Mstep: Class 21 contains 44266 members 
Mstep: Class 22 contains 30292 members 
Mstep: Class 23 contains 44140 members 
Mstep: Class 24 contains 32914 members 
Mstep: Class 25 contains 6845 members 
Mstep: Class 26 contains 39068 members 
Mstep: Class 27 contains 53301 members 
Mstep: Class 28 contains 67198 members 
Mstep: Class 29 contains 5835 members 
Mstep: Class 30 contains 26651 members 
Mstep: Class 31 contains 59154 members 
Mstep: Class 32 contains 35005 members 
Mstep: Class 33 contains 46619 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1758 members 
Mstep: Class 36 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207865904.000000 Penalty: 124326.617188
Iteration 60F: 37 clusters Score -2.078659e+08 nChanged 15876
Entering Unmasked Mstep 
Mstep: Class 0 contains 123 members 
Mstep: Class 1 contains 37613 members 
Mstep: Class 2 contains 38724 members 
Mstep: Class 3 contains 32747 members 
Mstep: Class 4 contains 49250 members 
Mstep: Class 5 contains 30443 members 
Mstep: Class 6 contains 2276 members 
Mstep: Class 7 contains 43600 members 
Mstep: Class 8 contains 61920 members 
Mstep: Class 9 contains 56529 members 
Mstep: Class 10 contains 19695 members 
Mstep: Class 11 contains 30293 members 
Mstep: Class 12 contains 64183 members 
Mstep: Class 13 contains 561 members 
Mstep: Class 14 contains 42035 members 
Mstep: Class 15 contains 34203 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 49607 members 
Mstep: Class 18 contains 6679 members 
Mstep: Class 19 contains 16117 members 
Mstep: Class 20 contains 284 members 
Mstep: Class 21 contains 44441 members 
Mstep: Class 22 contains 30271 members 
Mstep: Class 23 contains 43964 members 
Mstep: Class 24 contains 32926 members 
Mstep: Class 25 contains 6846 members 
Mstep: Class 26 contains 39198 members 
Mstep: Class 27 contains 53124 members 
Mstep: Class 28 contains 68339 members 
Mstep: Class 29 contains 5638 members 
Mstep: Class 30 contains 26719 members 
Mstep: Class 31 contains 60326 members 
Mstep: Class 32 contains 34950 members 
Mstep: Class 33 contains 46765 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1760 members 
Mstep: Class 36 contains 540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207867200.000000 Penalty: 124326.617188
Iteration 61Q: 37 clusters Score -2.078672e+08 nChanged 16316
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 37426 members 
Mstep: Class 2 contains 38541 members 
Mstep: Class 3 contains 32563 members 
Mstep: Class 4 contains 49135 members 
Mstep: Class 5 contains 30425 members 
Mstep: Class 6 contains 2276 members 
Mstep: Class 7 contains 44108 members 
Mstep: Class 8 contains 61566 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 19578 members 
Mstep: Class 11 contains 30412 members 
Mstep: Class 12 contains 64025 members 
Mstep: Class 13 contains 547 members 
Mstep: Class 14 contains 41955 members 
Mstep: Class 15 contains 33920 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 49424 members 
Mstep: Class 18 contains 6761 members 
Mstep: Class 19 contains 16295 members 
Mstep: Class 20 contains 281 members 
Mstep: Class 21 contains 44568 members 
Mstep: Class 22 contains 30209 members 
Mstep: Class 23 contains 43815 members 
Mstep: Class 24 contains 32932 members 
Mstep: Class 25 contains 6852 members 
Mstep: Class 26 contains 39385 members 
Mstep: Class 27 contains 52943 members 
Mstep: Class 28 contains 69268 members 
Mstep: Class 29 contains 5362 members 
Mstep: Class 30 contains 26735 members 
Mstep: Class 31 contains 61675 members 
Mstep: Class 32 contains 34936 members 
Mstep: Class 33 contains 46927 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207867952.000000 Penalty: 124326.617188
Iteration 62Q: 37 clusters Score -2.07868e+08 nChanged 16554
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 37246 members 
Mstep: Class 2 contains 38349 members 
Mstep: Class 3 contains 32453 members 
Mstep: Class 4 contains 49047 members 
Mstep: Class 5 contains 30421 members 
Mstep: Class 6 contains 2276 members 
Mstep: Class 7 contains 44534 members 
Mstep: Class 8 contains 61205 members 
Mstep: Class 9 contains 54217 members 
Mstep: Class 10 contains 19449 members 
Mstep: Class 11 contains 30505 members 
Mstep: Class 12 contains 63908 members 
Mstep: Class 13 contains 537 members 
Mstep: Class 14 contains 41860 members 
Mstep: Class 15 contains 33674 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 49121 members 
Mstep: Class 18 contains 6851 members 
Mstep: Class 19 contains 16501 members 
Mstep: Class 20 contains 280 members 
Mstep: Class 21 contains 44721 members 
Mstep: Class 22 contains 30193 members 
Mstep: Class 23 contains 43680 members 
Mstep: Class 24 contains 32948 members 
Mstep: Class 25 contains 6853 members 
Mstep: Class 26 contains 39618 members 
Mstep: Class 27 contains 52809 members 
Mstep: Class 28 contains 70207 members 
Mstep: Class 29 contains 5046 members 
Mstep: Class 30 contains 26738 members 
Mstep: Class 31 contains 63025 members 
Mstep: Class 32 contains 34900 members 
Mstep: Class 33 contains 47100 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1750 members 
Mstep: Class 36 contains 545 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207869360.000000 Penalty: 124326.617188
Iteration 63Q: 37 clusters Score -2.078694e+08 nChanged 16892
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 37082 members 
Mstep: Class 2 contains 38150 members 
Mstep: Class 3 contains 32378 members 
Mstep: Class 4 contains 49036 members 
Mstep: Class 5 contains 30306 members 
Mstep: Class 6 contains 2277 members 
Mstep: Class 7 contains 44928 members 
Mstep: Class 8 contains 60806 members 
Mstep: Class 9 contains 53015 members 
Mstep: Class 10 contains 19432 members 
Mstep: Class 11 contains 30552 members 
Mstep: Class 12 contains 63796 members 
Mstep: Class 13 contains 532 members 
Mstep: Class 14 contains 41754 members 
Mstep: Class 15 contains 33448 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 48816 members 
Mstep: Class 18 contains 6935 members 
Mstep: Class 19 contains 16672 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 44902 members 
Mstep: Class 22 contains 30169 members 
Mstep: Class 23 contains 43532 members 
Mstep: Class 24 contains 32978 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 39903 members 
Mstep: Class 27 contains 52635 members 
Mstep: Class 28 contains 71100 members 
Mstep: Class 29 contains 4775 members 
Mstep: Class 30 contains 26715 members 
Mstep: Class 31 contains 64334 members 
Mstep: Class 32 contains 34924 members 
Mstep: Class 33 contains 47243 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1751 members 
Mstep: Class 36 contains 546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207870560.000000 Penalty: 124326.617188
Iteration 64Q: 37 clusters Score -2.078706e+08 nChanged 15991
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 37984 members 
Mstep: Class 3 contains 32304 members 
Mstep: Class 4 contains 48974 members 
Mstep: Class 5 contains 30147 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 45313 members 
Mstep: Class 8 contains 60501 members 
Mstep: Class 9 contains 52007 members 
Mstep: Class 10 contains 19467 members 
Mstep: Class 11 contains 30645 members 
Mstep: Class 12 contains 63656 members 
Mstep: Class 13 contains 527 members 
Mstep: Class 14 contains 41713 members 
Mstep: Class 15 contains 33090 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 48463 members 
Mstep: Class 18 contains 6972 members 
Mstep: Class 19 contains 16867 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 45091 members 
Mstep: Class 22 contains 30085 members 
Mstep: Class 23 contains 43435 members 
Mstep: Class 24 contains 33026 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 40258 members 
Mstep: Class 27 contains 52498 members 
Mstep: Class 28 contains 71767 members 
Mstep: Class 29 contains 4551 members 
Mstep: Class 30 contains 26692 members 
Mstep: Class 31 contains 65573 members 
Mstep: Class 32 contains 34961 members 
Mstep: Class 33 contains 47355 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1752 members 
Mstep: Class 36 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207872064.000000 Penalty: 124326.617188
Iteration 65Q: 37 clusters Score -2.078721e+08 nChanged 15056
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 36654 members 
Mstep: Class 2 contains 37793 members 
Mstep: Class 3 contains 32254 members 
Mstep: Class 4 contains 48907 members 
Mstep: Class 5 contains 30012 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 45653 members 
Mstep: Class 8 contains 60126 members 
Mstep: Class 9 contains 51325 members 
Mstep: Class 10 contains 19497 members 
Mstep: Class 11 contains 30747 members 
Mstep: Class 12 contains 63407 members 
Mstep: Class 13 contains 524 members 
Mstep: Class 14 contains 41666 members 
Mstep: Class 15 contains 32670 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 48056 members 
Mstep: Class 18 contains 7026 members 
Mstep: Class 19 contains 17060 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 45302 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 43354 members 
Mstep: Class 24 contains 33082 members 
Mstep: Class 25 contains 6889 members 
Mstep: Class 26 contains 40600 members 
Mstep: Class 27 contains 52405 members 
Mstep: Class 28 contains 72266 members 
Mstep: Class 29 contains 4445 members 
Mstep: Class 30 contains 26671 members 
Mstep: Class 31 contains 66769 members 
Mstep: Class 32 contains 34976 members 
Mstep: Class 33 contains 47497 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207872448.000000 Penalty: 124326.617188
Iteration 66Q: 37 clusters Score -2.078724e+08 nChanged 14164
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 36424 members 
Mstep: Class 2 contains 37682 members 
Mstep: Class 3 contains 32176 members 
Mstep: Class 4 contains 48895 members 
Mstep: Class 5 contains 29868 members 
Mstep: Class 6 contains 2278 members 
Mstep: Class 7 contains 45937 members 
Mstep: Class 8 contains 59719 members 
Mstep: Class 9 contains 50927 members 
Mstep: Class 10 contains 19477 members 
Mstep: Class 11 contains 30872 members 
Mstep: Class 12 contains 63128 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 41611 members 
Mstep: Class 15 contains 32223 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 47645 members 
Mstep: Class 18 contains 7070 members 
Mstep: Class 19 contains 17247 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 45416 members 
Mstep: Class 22 contains 30071 members 
Mstep: Class 23 contains 43284 members 
Mstep: Class 24 contains 33150 members 
Mstep: Class 25 contains 6902 members 
Mstep: Class 26 contains 40885 members 
Mstep: Class 27 contains 52406 members 
Mstep: Class 28 contains 72569 members 
Mstep: Class 29 contains 4458 members 
Mstep: Class 30 contains 26652 members 
Mstep: Class 31 contains 67891 members 
Mstep: Class 32 contains 34981 members 
Mstep: Class 33 contains 47619 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1755 members 
Mstep: Class 36 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
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Iteration 67Q: 37 clusters Score -2.078727e+08 nChanged 13533
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 36237 members 
Mstep: Class 2 contains 37536 members 
Mstep: Class 3 contains 32132 members 
Mstep: Class 4 contains 48869 members 
Mstep: Class 5 contains 29769 members 
Mstep: Class 6 contains 2279 members 
Mstep: Class 7 contains 46222 members 
Mstep: Class 8 contains 59408 members 
Mstep: Class 9 contains 50697 members 
Mstep: Class 10 contains 19443 members 
Mstep: Class 11 contains 30959 members 
Mstep: Class 12 contains 62784 members 
Mstep: Class 13 contains 523 members 
Mstep: Class 14 contains 41618 members 
Mstep: Class 15 contains 31768 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 47207 members 
Mstep: Class 18 contains 7100 members 
Mstep: Class 19 contains 17421 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 45553 members 
Mstep: Class 22 contains 30075 members 
Mstep: Class 23 contains 43256 members 
Mstep: Class 24 contains 33187 members 
Mstep: Class 25 contains 6917 members 
Mstep: Class 26 contains 41163 members 
Mstep: Class 27 contains 52414 members 
Mstep: Class 28 contains 72708 members 
Mstep: Class 29 contains 4510 members 
Mstep: Class 30 contains 26636 members 
Mstep: Class 31 contains 69001 members 
Mstep: Class 32 contains 34946 members 
Mstep: Class 33 contains 47646 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1757 members 
Mstep: Class 36 contains 547 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207873680.000000 Penalty: 124326.617188
Iteration 68Q: 37 clusters Score -2.078737e+08 nChanged 12877
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 37384 members 
Mstep: Class 3 contains 32086 members 
Mstep: Class 4 contains 48875 members 
Mstep: Class 5 contains 29672 members 
Mstep: Class 6 contains 2282 members 
Mstep: Class 7 contains 46524 members 
Mstep: Class 8 contains 59124 members 
Mstep: Class 9 contains 50695 members 
Mstep: Class 10 contains 19383 members 
Mstep: Class 11 contains 31072 members 
Mstep: Class 12 contains 62416 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 41618 members 
Mstep: Class 15 contains 31364 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 46812 members 
Mstep: Class 18 contains 7176 members 
Mstep: Class 19 contains 17568 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 45718 members 
Mstep: Class 22 contains 30055 members 
Mstep: Class 23 contains 43151 members 
Mstep: Class 24 contains 33258 members 
Mstep: Class 25 contains 6918 members 
Mstep: Class 26 contains 41405 members 
Mstep: Class 27 contains 52470 members 
Mstep: Class 28 contains 72654 members 
Mstep: Class 29 contains 4563 members 
Mstep: Class 30 contains 26608 members 
Mstep: Class 31 contains 70042 members 
Mstep: Class 32 contains 34917 members 
Mstep: Class 33 contains 47595 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 549 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207874144.000000 Penalty: 124326.617188
Iteration 69Q: 37 clusters Score -2.078741e+08 nChanged 12417
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 35879 members 
Mstep: Class 2 contains 37232 members 
Mstep: Class 3 contains 32047 members 
Mstep: Class 4 contains 48819 members 
Mstep: Class 5 contains 29625 members 
Mstep: Class 6 contains 2283 members 
Mstep: Class 7 contains 46827 members 
Mstep: Class 8 contains 58911 members 
Mstep: Class 9 contains 50799 members 
Mstep: Class 10 contains 19340 members 
Mstep: Class 11 contains 31177 members 
Mstep: Class 12 contains 62068 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 41631 members 
Mstep: Class 15 contains 31006 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 46391 members 
Mstep: Class 18 contains 7249 members 
Mstep: Class 19 contains 17732 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 45938 members 
Mstep: Class 22 contains 30020 members 
Mstep: Class 23 contains 43039 members 
Mstep: Class 24 contains 33276 members 
Mstep: Class 25 contains 6921 members 
Mstep: Class 26 contains 41603 members 
Mstep: Class 27 contains 52568 members 
Mstep: Class 28 contains 72481 members 
Mstep: Class 29 contains 4636 members 
Mstep: Class 30 contains 26589 members 
Mstep: Class 31 contains 70929 members 
Mstep: Class 32 contains 34898 members 
Mstep: Class 33 contains 47547 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1755 members 
Mstep: Class 36 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207874512.000000 Penalty: 124326.617188
Iteration 70Q: 37 clusters Score -2.078745e+08 nChanged 11789
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 35712 members 
Mstep: Class 2 contains 37109 members 
Mstep: Class 3 contains 32060 members 
Mstep: Class 4 contains 48778 members 
Mstep: Class 5 contains 29560 members 
Mstep: Class 6 contains 2285 members 
Mstep: Class 7 contains 47059 members 
Mstep: Class 8 contains 58769 members 
Mstep: Class 9 contains 51115 members 
Mstep: Class 10 contains 19337 members 
Mstep: Class 11 contains 31330 members 
Mstep: Class 12 contains 61740 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 41659 members 
Mstep: Class 15 contains 30714 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 45991 members 
Mstep: Class 18 contains 7302 members 
Mstep: Class 19 contains 17892 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 46083 members 
Mstep: Class 22 contains 29991 members 
Mstep: Class 23 contains 42990 members 
Mstep: Class 24 contains 33258 members 
Mstep: Class 25 contains 6926 members 
Mstep: Class 26 contains 41778 members 
Mstep: Class 27 contains 52611 members 
Mstep: Class 28 contains 72187 members 
Mstep: Class 29 contains 4700 members 
Mstep: Class 30 contains 26584 members 
Mstep: Class 31 contains 71583 members 
Mstep: Class 32 contains 34852 members 
Mstep: Class 33 contains 47500 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 550 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207875696.000000 Penalty: 124326.617188
Iteration 71Q: 37 clusters Score -2.078757e+08 nChanged 11137
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 35564 members 
Mstep: Class 2 contains 36989 members 
Mstep: Class 3 contains 32059 members 
Mstep: Class 4 contains 48704 members 
Mstep: Class 5 contains 29494 members 
Mstep: Class 6 contains 2288 members 
Mstep: Class 7 contains 47263 members 
Mstep: Class 8 contains 58706 members 
Mstep: Class 9 contains 51512 members 
Mstep: Class 10 contains 19291 members 
Mstep: Class 11 contains 31443 members 
Mstep: Class 12 contains 61457 members 
Mstep: Class 13 contains 522 members 
Mstep: Class 14 contains 41709 members 
Mstep: Class 15 contains 30480 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 45619 members 
Mstep: Class 18 contains 7363 members 
Mstep: Class 19 contains 18019 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 46281 members 
Mstep: Class 22 contains 30005 members 
Mstep: Class 23 contains 42912 members 
Mstep: Class 24 contains 33240 members 
Mstep: Class 25 contains 6933 members 
Mstep: Class 26 contains 41878 members 
Mstep: Class 27 contains 52686 members 
Mstep: Class 28 contains 71862 members 
Mstep: Class 29 contains 4767 members 
Mstep: Class 30 contains 26598 members 
Mstep: Class 31 contains 72023 members 
Mstep: Class 32 contains 34849 members 
Mstep: Class 33 contains 47460 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207875728.000000 Penalty: 124326.617188
Iteration 72Q: 37 clusters Score -2.078757e+08 nChanged 10915
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 35407 members 
Mstep: Class 2 contains 36800 members 
Mstep: Class 3 contains 32068 members 
Mstep: Class 4 contains 48648 members 
Mstep: Class 5 contains 29482 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 47477 members 
Mstep: Class 8 contains 58656 members 
Mstep: Class 9 contains 51973 members 
Mstep: Class 10 contains 19239 members 
Mstep: Class 11 contains 31509 members 
Mstep: Class 12 contains 61254 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 41788 members 
Mstep: Class 15 contains 30313 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 45316 members 
Mstep: Class 18 contains 7421 members 
Mstep: Class 19 contains 18159 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 46491 members 
Mstep: Class 22 contains 30001 members 
Mstep: Class 23 contains 42837 members 
Mstep: Class 24 contains 33225 members 
Mstep: Class 25 contains 6932 members 
Mstep: Class 26 contains 41848 members 
Mstep: Class 27 contains 52808 members 
Mstep: Class 28 contains 71517 members 
Mstep: Class 29 contains 4798 members 
Mstep: Class 30 contains 26609 members 
Mstep: Class 31 contains 72307 members 
Mstep: Class 32 contains 34841 members 
Mstep: Class 33 contains 47439 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1766 members 
Mstep: Class 36 contains 551 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207876752.000000 Penalty: 124326.617188
Iteration 73Q: 37 clusters Score -2.078768e+08 nChanged 10482
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 36624 members 
Mstep: Class 3 contains 32085 members 
Mstep: Class 4 contains 48676 members 
Mstep: Class 5 contains 29425 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 47687 members 
Mstep: Class 8 contains 58610 members 
Mstep: Class 9 contains 52428 members 
Mstep: Class 10 contains 19199 members 
Mstep: Class 11 contains 31564 members 
Mstep: Class 12 contains 61002 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 41864 members 
Mstep: Class 15 contains 30207 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 45103 members 
Mstep: Class 18 contains 7464 members 
Mstep: Class 19 contains 18278 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 46679 members 
Mstep: Class 22 contains 30030 members 
Mstep: Class 23 contains 42760 members 
Mstep: Class 24 contains 33279 members 
Mstep: Class 25 contains 6938 members 
Mstep: Class 26 contains 41769 members 
Mstep: Class 27 contains 52912 members 
Mstep: Class 28 contains 71182 members 
Mstep: Class 29 contains 4836 members 
Mstep: Class 30 contains 26636 members 
Mstep: Class 31 contains 72478 members 
Mstep: Class 32 contains 34814 members 
Mstep: Class 33 contains 47391 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1772 members 
Mstep: Class 36 contains 552 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207877472.000000 Penalty: 124326.617188
Iteration 74Q: 37 clusters Score -2.078775e+08 nChanged 10186
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 35066 members 
Mstep: Class 2 contains 36502 members 
Mstep: Class 3 contains 32134 members 
Mstep: Class 4 contains 48652 members 
Mstep: Class 5 contains 29370 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 47878 members 
Mstep: Class 8 contains 58599 members 
Mstep: Class 9 contains 52921 members 
Mstep: Class 10 contains 19144 members 
Mstep: Class 11 contains 31591 members 
Mstep: Class 12 contains 60843 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 41906 members 
Mstep: Class 15 contains 30089 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 44927 members 
Mstep: Class 18 contains 7537 members 
Mstep: Class 19 contains 18390 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 46850 members 
Mstep: Class 22 contains 30135 members 
Mstep: Class 23 contains 42694 members 
Mstep: Class 24 contains 33331 members 
Mstep: Class 25 contains 6943 members 
Mstep: Class 26 contains 41692 members 
Mstep: Class 27 contains 53004 members 
Mstep: Class 28 contains 70867 members 
Mstep: Class 29 contains 4870 members 
Mstep: Class 30 contains 26663 members 
Mstep: Class 31 contains 72431 members 
Mstep: Class 32 contains 34770 members 
Mstep: Class 33 contains 47352 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 553 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207877168.000000 Penalty: 124326.617188
Iteration 75Q: 37 clusters Score -2.078772e+08 nChanged 9897
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34920 members 
Mstep: Class 2 contains 36396 members 
Mstep: Class 3 contains 32218 members 
Mstep: Class 4 contains 48557 members 
Mstep: Class 5 contains 29344 members 
Mstep: Class 6 contains 2287 members 
Mstep: Class 7 contains 48080 members 
Mstep: Class 8 contains 58582 members 
Mstep: Class 9 contains 53525 members 
Mstep: Class 10 contains 19105 members 
Mstep: Class 11 contains 31657 members 
Mstep: Class 12 contains 60710 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 41970 members 
Mstep: Class 15 contains 29988 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 44828 members 
Mstep: Class 18 contains 7583 members 
Mstep: Class 19 contains 18502 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 46999 members 
Mstep: Class 22 contains 30228 members 
Mstep: Class 23 contains 42619 members 
Mstep: Class 24 contains 33418 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 41601 members 
Mstep: Class 27 contains 53037 members 
Mstep: Class 28 contains 70467 members 
Mstep: Class 29 contains 4902 members 
Mstep: Class 30 contains 26695 members 
Mstep: Class 31 contains 72300 members 
Mstep: Class 32 contains 34653 members 
Mstep: Class 33 contains 47312 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1779 members 
Mstep: Class 36 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878624.000000 Penalty: 124326.617188
Iteration 76Q: 37 clusters Score -2.078786e+08 nChanged 9583
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34818 members 
Mstep: Class 2 contains 36292 members 
Mstep: Class 3 contains 32292 members 
Mstep: Class 4 contains 48443 members 
Mstep: Class 5 contains 29337 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 48322 members 
Mstep: Class 8 contains 58623 members 
Mstep: Class 9 contains 54157 members 
Mstep: Class 10 contains 19063 members 
Mstep: Class 11 contains 31700 members 
Mstep: Class 12 contains 60654 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 42016 members 
Mstep: Class 15 contains 29907 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 44735 members 
Mstep: Class 18 contains 7623 members 
Mstep: Class 19 contains 18589 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 47105 members 
Mstep: Class 22 contains 30284 members 
Mstep: Class 23 contains 42557 members 
Mstep: Class 24 contains 33476 members 
Mstep: Class 25 contains 6956 members 
Mstep: Class 26 contains 41483 members 
Mstep: Class 27 contains 53086 members 
Mstep: Class 28 contains 70084 members 
Mstep: Class 29 contains 4920 members 
Mstep: Class 30 contains 26735 members 
Mstep: Class 31 contains 71998 members 
Mstep: Class 32 contains 34626 members 
Mstep: Class 33 contains 47266 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1780 members 
Mstep: Class 36 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878048.000000 Penalty: 124326.617188
Iteration 77Q: 37 clusters Score -2.07878e+08 nChanged 9270
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34734 members 
Mstep: Class 2 contains 36150 members 
Mstep: Class 3 contains 32397 members 
Mstep: Class 4 contains 48407 members 
Mstep: Class 5 contains 29340 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 48471 members 
Mstep: Class 8 contains 58641 members 
Mstep: Class 9 contains 54847 members 
Mstep: Class 10 contains 19013 members 
Mstep: Class 11 contains 31787 members 
Mstep: Class 12 contains 60600 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 42092 members 
Mstep: Class 15 contains 29843 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 44672 members 
Mstep: Class 18 contains 7656 members 
Mstep: Class 19 contains 18672 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 47242 members 
Mstep: Class 22 contains 30333 members 
Mstep: Class 23 contains 42505 members 
Mstep: Class 24 contains 33485 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 41326 members 
Mstep: Class 27 contains 53156 members 
Mstep: Class 28 contains 69638 members 
Mstep: Class 29 contains 4938 members 
Mstep: Class 30 contains 26792 members 
Mstep: Class 31 contains 71672 members 
Mstep: Class 32 contains 34575 members 
Mstep: Class 33 contains 47205 members 
Mstep: Class 34 contains 1801 members 
Mstep: Class 35 contains 1780 members 
Mstep: Class 36 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207878448.000000 Penalty: 124326.617188
Iteration 78Q: 37 clusters Score -2.078784e+08 nChanged 9328
Entering ConstructFrom: 
Score: -207878448.000000 Penalty: 124326.617188
Entering ConstructFrom: 
Trying to split cluster 1 (34640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34640 members 
Entering Unmasked Estep 
Score: -6522294.500000 Penalty: 2592.285645
	Iteration 0F: 2 clusters Score -6522294 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17335 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -6499200.500000 Penalty: 5184.571289
	Iteration 0F: 3 clusters Score -6499200 nChanged 15619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 17130 members 
Entering Unmasked Estep 
Score: -6507648.500000 Penalty: 5184.571289
	Iteration 1F: 3 clusters Score -6507648 nChanged 1357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17645 members 
Mstep: Class 2 contains 16995 members 
Entering Unmasked Estep 
Score: -6507991.500000 Penalty: 5184.571289
	Iteration 2Q: 3 clusters Score -6507992 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 16804 members 
Entering Unmasked Estep 
Score: -6508364.000000 Penalty: 5184.571289
	Iteration 3Q: 3 clusters Score -6508364 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 16545 members 
Entering Unmasked Estep 
Score: -6508703.000000 Penalty: 5184.571289
	Iteration 4Q: 3 clusters Score -6508703 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 16190 members 
Entering Unmasked Estep 
Score: -6509085.000000 Penalty: 5184.571289
	Iteration 5Q: 3 clusters Score -6509085 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -6509553.500000 Penalty: 5184.571289
	Iteration 6Q: 3 clusters Score -6509554 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19715 members 
Mstep: Class 2 contains 14925 members 
Entering Unmasked Estep 
Score: -6510196.000000 Penalty: 5184.571289
	Iteration 7Q: 3 clusters Score -6510196 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20645 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -6511004.500000 Penalty: 5184.571289
	Iteration 8Q: 3 clusters Score -6511004 nChanged 1813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 12796 members 
Entering Unmasked Estep 
Score: -6512009.500000 Penalty: 5184.571289
	Iteration 9F: 3 clusters Score -6512010 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23259 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -6513211.500000 Penalty: 5184.571289
	Iteration 10F: 3 clusters Score -6513212 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24719 members 
Mstep: Class 2 contains 9921 members 
Entering Unmasked Estep 
Score: -6514402.000000 Penalty: 5184.571289
	Iteration 11F: 3 clusters Score -6514402 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26097 members 
Mstep: Class 2 contains 8543 members 
Entering Unmasked Estep 
Score: -6515579.000000 Penalty: 5184.571289
	Iteration 12F: 3 clusters Score -6515579 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -6516509.500000 Penalty: 5184.571289
	Iteration 13Q: 3 clusters Score -6516510 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28226 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -6517312.000000 Penalty: 5184.571289
	Iteration 14Q: 3 clusters Score -6517312 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29027 members 
Mstep: Class 2 contains 5613 members 
Entering Unmasked Estep 
Score: -6518110.500000 Penalty: 5184.571289
	Iteration 15Q: 3 clusters Score -6518110 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29671 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -6518791.000000 Penalty: 5184.571289
	Iteration 16Q: 3 clusters Score -6518791 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30156 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -6519239.500000 Penalty: 5184.571289
	Iteration 17Q: 3 clusters Score -6519240 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30528 members 
Mstep: Class 2 contains 4112 members 
Entering Unmasked Estep 
Score: -6519547.500000 Penalty: 5184.571289
	Iteration 18Q: 3 clusters Score -6519548 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -6519735.500000 Penalty: 5184.571289
	Iteration 19Q: 3 clusters Score -6519736 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -6519887.000000 Penalty: 5184.571289
	Iteration 20F: 3 clusters Score -6519887 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31271 members 
Mstep: Class 2 contains 3369 members 
Entering Unmasked Estep 
Score: -6519987.500000 Penalty: 5184.571289
	Iteration 21Q: 3 clusters Score -6519988 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31438 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -6520068.000000 Penalty: 5184.571289
	Iteration 22Q: 3 clusters Score -6520068 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -6520134.000000 Penalty: 5184.571289
	Iteration 23Q: 3 clusters Score -6520134 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31707 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -6520183.500000 Penalty: 5184.571289
	Iteration 24Q: 3 clusters Score -6520184 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31830 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -6520233.000000 Penalty: 5184.571289
	Iteration 25Q: 3 clusters Score -6520233 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31957 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -6520281.000000 Penalty: 5184.571289
	Iteration 26Q: 3 clusters Score -6520281 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32061 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -6520316.000000 Penalty: 5184.571289
	Iteration 27Q: 3 clusters Score -6520316 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32155 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -6520355.000000 Penalty: 5184.571289
	Iteration 28Q: 3 clusters Score -6520355 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32223 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -6520366.500000 Penalty: 5184.571289
	Iteration 29Q: 3 clusters Score -6520366 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32283 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -6520394.000000 Penalty: 5184.571289
	Iteration 30Q: 3 clusters Score -6520394 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32339 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -6520424.000000 Penalty: 5184.571289
	Iteration 31Q: 3 clusters Score -6520424 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32384 members 
Mstep: Class 2 contains 2256 members 
Entering Unmasked Estep 
Score: -6520435.500000 Penalty: 5184.571289
	Iteration 32Q: 3 clusters Score -6520436 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32427 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -6520455.000000 Penalty: 5184.571289
	Iteration 33Q: 3 clusters Score -6520455 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32458 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -6520459.000000 Penalty: 5184.571289
	Iteration 34Q: 3 clusters Score -6520459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32472 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -6520460.500000 Penalty: 5184.571289
	Iteration 35Q: 3 clusters Score -6520460 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32484 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -6520461.500000 Penalty: 5184.571289
	Iteration 36Q: 3 clusters Score -6520462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32490 members 
Mstep: Class 2 contains 2150 members 
Entering Unmasked Estep 
Score: -6520468.000000 Penalty: 5184.571289
	Iteration 37Q: 3 clusters Score -6520468 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32499 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -6520469.000000 Penalty: 5184.571289
	Iteration 38Q: 3 clusters Score -6520469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32508 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -6520465.500000 Penalty: 5184.571289
	Iteration 39Q: 3 clusters Score -6520466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32517 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -6520476.500000 Penalty: 5184.571289
	Iteration 40F: 3 clusters Score -6520476 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32523 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -6520477.000000 Penalty: 5184.571289
	Iteration 41Q: 3 clusters Score -6520477 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32529 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6520482.000000 Penalty: 5184.571289
	Iteration 42Q: 3 clusters Score -6520482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -6520477.000000 Penalty: 5184.571289
	Iteration 43Q: 3 clusters Score -6520477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32546 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -6520474.500000 Penalty: 5184.571289
	Iteration 44Q: 3 clusters Score -6520474 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32554 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -6520477.500000 Penalty: 5184.571289
	Iteration 45Q: 3 clusters Score -6520478 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32560 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -6520476.000000 Penalty: 5184.571289
	Iteration 46Q: 3 clusters Score -6520476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32563 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -6520473.000000 Penalty: 5184.571289
	Iteration 47Q: 3 clusters Score -6520473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32565 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -6520468.500000 Penalty: 5184.571289
	Iteration 48Q: 3 clusters Score -6520468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32567 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -6520471.500000 Penalty: 5184.571289
	Iteration 49Q: 3 clusters Score -6520472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32571 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -6520472.500000 Penalty: 5184.571289
	Iteration 50Q: 3 clusters Score -6520472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32574 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -6520470.500000 Penalty: 5184.571289
	Iteration 51Q: 3 clusters Score -6520470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6520469.000000 Penalty: 5184.571289
	Iteration 52Q: 3 clusters Score -6520469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32576 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -6520469.000000 Penalty: 5184.571289
	Iteration 53F: 3 clusters Score -6520469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (36015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36015 members 
Entering Unmasked Estep 
Score: -6844608.500000 Penalty: 2601.939209
	Iteration 0F: 2 clusters Score -6844608 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18054 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -6820587.000000 Penalty: 5203.878418
	Iteration 0F: 3 clusters Score -6820587 nChanged 16337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18731 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -6829459.000000 Penalty: 5203.878418
	Iteration 1F: 3 clusters Score -6829459 nChanged 1608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 16860 members 
Entering Unmasked Estep 
Score: -6829952.000000 Penalty: 5203.878418
	Iteration 2Q: 3 clusters Score -6829952 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -6830397.000000 Penalty: 5203.878418
	Iteration 3Q: 3 clusters Score -6830397 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20495 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -6830837.500000 Penalty: 5203.878418
	Iteration 4Q: 3 clusters Score -6830838 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21532 members 
Mstep: Class 2 contains 14483 members 
Entering Unmasked Estep 
Score: -6831358.000000 Penalty: 5203.878418
	Iteration 5Q: 3 clusters Score -6831358 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22785 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -6831999.500000 Penalty: 5203.878418
	Iteration 6Q: 3 clusters Score -6832000 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24388 members 
Mstep: Class 2 contains 11627 members 
Entering Unmasked Estep 
Score: -6832852.000000 Penalty: 5203.878418
	Iteration 7Q: 3 clusters Score -6832852 nChanged 2015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26363 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -6834058.000000 Penalty: 5203.878418
	Iteration 8F: 3 clusters Score -6834058 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28660 members 
Mstep: Class 2 contains 7355 members 
Entering Unmasked Estep 
Score: -6835827.000000 Penalty: 5203.878418
	Iteration 9F: 3 clusters Score -6835827 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31086 members 
Mstep: Class 2 contains 4929 members 
Entering Unmasked Estep 
Score: -6837887.000000 Penalty: 5203.878418
	Iteration 10F: 3 clusters Score -6837887 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33222 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -6839823.500000 Penalty: 5203.878418
	Iteration 11F: 3 clusters Score -6839824 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -6841130.000000 Penalty: 5203.878418
	Iteration 12Q: 3 clusters Score -6841130 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35315 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6841730.500000 Penalty: 5203.878418
	Iteration 13Q: 3 clusters Score -6841730 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35549 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -6841978.500000 Penalty: 5203.878418
	Iteration 14Q: 3 clusters Score -6841978 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35650 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -6842107.500000 Penalty: 5203.878418
	Iteration 15Q: 3 clusters Score -6842108 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -6842199.000000 Penalty: 5203.878418
	Iteration 16Q: 3 clusters Score -6842199 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35715 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -6842257.000000 Penalty: 5203.878418
	Iteration 17Q: 3 clusters Score -6842257 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35729 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -6842282.000000 Penalty: 5203.878418
	Iteration 18Q: 3 clusters Score -6842282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35735 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -6842300.500000 Penalty: 5203.878418
	Iteration 19Q: 3 clusters Score -6842300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35740 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6842311.000000 Penalty: 5203.878418
	Iteration 20F: 3 clusters Score -6842311 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35744 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -6842323.000000 Penalty: 5203.878418
	Iteration 21Q: 3 clusters Score -6842323 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35748 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -6842331.500000 Penalty: 5203.878418
	Iteration 22Q: 3 clusters Score -6842332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6842331.500000 Penalty: 5203.878418
	Iteration 23Q: 3 clusters Score -6842332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6842338.000000 Penalty: 5203.878418
	Iteration 24Q: 3 clusters Score -6842338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35747 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -6842338.000000 Penalty: 5203.878418
	Iteration 25F: 3 clusters Score -6842338 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32537 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Entering Unmasked Estep 
Score: -6249208.000000 Penalty: 2576.752930
	Iteration 0F: 2 clusters Score -6249208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16318 members 
Mstep: Class 2 contains 16219 members 
Entering Unmasked Estep 
Score: -6228009.000000 Penalty: 5153.505859
	Iteration 0F: 3 clusters Score -6228009 nChanged 14864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16662 members 
Mstep: Class 2 contains 15875 members 
Entering Unmasked Estep 
Score: -6236105.500000 Penalty: 5153.505859
	Iteration 1F: 3 clusters Score -6236106 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -6236629.500000 Penalty: 5153.505859
	Iteration 2Q: 3 clusters Score -6236630 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17297 members 
Mstep: Class 2 contains 15240 members 
Entering Unmasked Estep 
Score: -6237071.500000 Penalty: 5153.505859
	Iteration 3Q: 3 clusters Score -6237072 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17764 members 
Mstep: Class 2 contains 14773 members 
Entering Unmasked Estep 
Score: -6237439.500000 Penalty: 5153.505859
	Iteration 4Q: 3 clusters Score -6237440 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 14189 members 
Entering Unmasked Estep 
Score: -6237755.500000 Penalty: 5153.505859
	Iteration 5Q: 3 clusters Score -6237756 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -6238150.500000 Penalty: 5153.505859
	Iteration 6Q: 3 clusters Score -6238150 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20174 members 
Mstep: Class 2 contains 12363 members 
Entering Unmasked Estep 
Score: -6238698.000000 Penalty: 5153.505859
	Iteration 7Q: 3 clusters Score -6238698 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 11090 members 
Entering Unmasked Estep 
Score: -6239357.500000 Penalty: 5153.505859
	Iteration 8Q: 3 clusters Score -6239358 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23013 members 
Mstep: Class 2 contains 9524 members 
Entering Unmasked Estep 
Score: -6240237.000000 Penalty: 5153.505859
	Iteration 9F: 3 clusters Score -6240237 nChanged 1885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24874 members 
Mstep: Class 2 contains 7663 members 
Entering Unmasked Estep 
Score: -6241525.500000 Penalty: 5153.505859
	Iteration 10F: 3 clusters Score -6241526 nChanged 2045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26911 members 
Mstep: Class 2 contains 5626 members 
Entering Unmasked Estep 
Score: -6243156.000000 Penalty: 5153.505859
	Iteration 11F: 3 clusters Score -6243156 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 3729 members 
Entering Unmasked Estep 
Score: -6244653.500000 Penalty: 5153.505859
	Iteration 12F: 3 clusters Score -6244654 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30224 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -6245585.500000 Penalty: 5153.505859
	Iteration 13Q: 3 clusters Score -6245586 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31106 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6246261.000000 Penalty: 5153.505859
	Iteration 14Q: 3 clusters Score -6246261 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6246608.000000 Penalty: 5153.505859
	Iteration 15Q: 3 clusters Score -6246608 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31797 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -6246768.500000 Penalty: 5153.505859
	Iteration 16Q: 3 clusters Score -6246768 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31894 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -6246850.000000 Penalty: 5153.505859
	Iteration 17Q: 3 clusters Score -6246850 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31958 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6246901.000000 Penalty: 5153.505859
	Iteration 18Q: 3 clusters Score -6246901 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31998 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6246933.500000 Penalty: 5153.505859
	Iteration 19Q: 3 clusters Score -6246934 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -6246942.500000 Penalty: 5153.505859
	Iteration 20F: 3 clusters Score -6246942 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32038 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -6246962.500000 Penalty: 5153.505859
	Iteration 21Q: 3 clusters Score -6246962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32052 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6246976.500000 Penalty: 5153.505859
	Iteration 22Q: 3 clusters Score -6246976 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32066 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6246980.500000 Penalty: 5153.505859
	Iteration 23Q: 3 clusters Score -6246980 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6247003.500000 Penalty: 5153.505859
	Iteration 24Q: 3 clusters Score -6247004 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -6247010.000000 Penalty: 5153.505859
	Iteration 25Q: 3 clusters Score -6247010 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6247014.000000 Penalty: 5153.505859
	Iteration 26Q: 3 clusters Score -6247014 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32095 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -6247014.500000 Penalty: 5153.505859
	Iteration 27Q: 3 clusters Score -6247014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32103 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -6247024.000000 Penalty: 5153.505859
	Iteration 28Q: 3 clusters Score -6247024 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -6247026.000000 Penalty: 5153.505859
	Iteration 29Q: 3 clusters Score -6247026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32116 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -6247033.000000 Penalty: 5153.505859
	Iteration 30Q: 3 clusters Score -6247033 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32120 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -6247040.500000 Penalty: 5153.505859
	Iteration 31Q: 3 clusters Score -6247040 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6247048.000000 Penalty: 5153.505859
	Iteration 32Q: 3 clusters Score -6247048 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32123 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -6247047.000000 Penalty: 5153.505859
	Iteration 33Q: 3 clusters Score -6247047 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6247048.500000 Penalty: 5153.505859
	Iteration 34Q: 3 clusters Score -6247048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -6247048.500000 Penalty: 5153.505859
	Iteration 35F: 3 clusters Score -6247048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (48399 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48399 members 
Entering Unmasked Estep 
Score: -9347031.000000 Penalty: 2675.234131
	Iteration 0F: 2 clusters Score -9347031 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24029 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -9320845.000000 Penalty: 5350.468262
	Iteration 0F: 3 clusters Score -9320845 nChanged 22429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -9333216.000000 Penalty: 5350.468262
	Iteration 1F: 3 clusters Score -9333216 nChanged 2219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21587 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -9333907.000000 Penalty: 5350.468262
	Iteration 2Q: 3 clusters Score -9333907 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20457 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -9334593.000000 Penalty: 5350.468262
	Iteration 3Q: 3 clusters Score -9334593 nChanged 2387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19084 members 
Mstep: Class 2 contains 29315 members 
Entering Unmasked Estep 
Score: -9335531.000000 Penalty: 5350.468262
	Iteration 4Q: 3 clusters Score -9335531 nChanged 2633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17439 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -9336633.000000 Penalty: 5350.468262
	Iteration 5F: 3 clusters Score -9336633 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -9337909.000000 Penalty: 5350.468262
	Iteration 6F: 3 clusters Score -9337909 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14374 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -9339419.000000 Penalty: 5350.468262
	Iteration 7F: 3 clusters Score -9339419 nChanged 2689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13439 members 
Mstep: Class 2 contains 34960 members 
Entering Unmasked Estep 
Score: -9341252.000000 Penalty: 5350.468262
	Iteration 8F: 3 clusters Score -9341252 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13160 members 
Mstep: Class 2 contains 35239 members 
Entering Unmasked Estep 
Score: -9343206.000000 Penalty: 5350.468262
	Iteration 9F: 3 clusters Score -9343206 nChanged 2329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13513 members 
Mstep: Class 2 contains 34886 members 
Entering Unmasked Estep 
Score: -9344520.000000 Penalty: 5350.468262
	Iteration 10Q: 3 clusters Score -9344520 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14021 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -9345209.000000 Penalty: 5350.468262
	Iteration 11Q: 3 clusters Score -9345209 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14612 members 
Mstep: Class 2 contains 33787 members 
Entering Unmasked Estep 
Score: -9345755.000000 Penalty: 5350.468262
	Iteration 12Q: 3 clusters Score -9345755 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 33107 members 
Entering Unmasked Estep 
Score: -9346216.000000 Penalty: 5350.468262
	Iteration 13Q: 3 clusters Score -9346216 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 32440 members 
Entering Unmasked Estep 
Score: -9346493.000000 Penalty: 5350.468262
	Iteration 14Q: 3 clusters Score -9346493 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 31724 members 
Entering Unmasked Estep 
Score: -9346784.000000 Penalty: 5350.468262
	Iteration 15Q: 3 clusters Score -9346784 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17402 members 
Mstep: Class 2 contains 30997 members 
Entering Unmasked Estep 
Score: -9347009.000000 Penalty: 5350.468262
	Iteration 16Q: 3 clusters Score -9347009 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 30228 members 
Entering Unmasked Estep 
Score: -9347244.000000 Penalty: 5350.468262
	Iteration 17Q: 3 clusters Score -9347244 nChanged 810
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18883 members 
Mstep: Class 2 contains 29516 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -9347345 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 28855 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -9347422 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 28204 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -9347527 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 27564 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -9347678 nChanged 616
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21435 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -9347722 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22052 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -9347744 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
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	Iteration 24Q: 3 clusters Score -9347790 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23269 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -9347769 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23912 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -9347794 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24606 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -9347776 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25277 members 
Mstep: Class 2 contains 23122 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -9347747 nChanged 705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25980 members 
Mstep: Class 2 contains 22419 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -9347767 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26696 members 
Mstep: Class 2 contains 21703 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -9347816 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27301 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -9347735 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27864 members 
Mstep: Class 2 contains 20535 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -9347787 nChanged 483
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28347 members 
Mstep: Class 2 contains 20052 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -9347739 nChanged 396
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28741 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -9347721 nChanged 359
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29098 members 
Mstep: Class 2 contains 19301 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -9347675 nChanged 384
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29482 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -9347680 nChanged 408
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29890 members 
Mstep: Class 2 contains 18509 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -9347630 nChanged 378
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30266 members 
Mstep: Class 2 contains 18133 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -9347616 nChanged 406
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -9347581 nChanged 353
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31021 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -9347536 nChanged 316
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31335 members 
Mstep: Class 2 contains 17064 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -9347512 nChanged 377
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31712 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -9347444 nChanged 399
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Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 16288 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -9347433 nChanged 352
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32463 members 
Mstep: Class 2 contains 15936 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -9347385 nChanged 366
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Mstep: Class 1 contains 32829 members 
Mstep: Class 2 contains 15570 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -9347364 nChanged 350
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Mstep: Class 1 contains 33179 members 
Mstep: Class 2 contains 15220 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -9347290 nChanged 370
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Mstep: Class 1 contains 33549 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -9347284 nChanged 326
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33871 members 
Mstep: Class 2 contains 14528 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9347286 nChanged 340
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Mstep: Class 1 contains 34203 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -9347269 nChanged 327
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Mstep: Class 1 contains 34518 members 
Mstep: Class 2 contains 13881 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -9347276 nChanged 320
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Mstep: Class 1 contains 34796 members 
Mstep: Class 2 contains 13603 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -9347249 nChanged 328
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Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 13305 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9347288 nChanged 335
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Mstep: Class 1 contains 35395 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9347301 nChanged 362
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Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 12668 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9347310 nChanged 393
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Mstep: Class 1 contains 36102 members 
Mstep: Class 2 contains 12297 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9347340 nChanged 386
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Mstep: Class 1 contains 36458 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -9347341 nChanged 400
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Mstep: Class 1 contains 36818 members 
Mstep: Class 2 contains 11581 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9347339 nChanged 393
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Mstep: Class 1 contains 37169 members 
Mstep: Class 2 contains 11230 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9347315 nChanged 392
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Mstep: Class 1 contains 37525 members 
Mstep: Class 2 contains 10874 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9347314 nChanged 411
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37914 members 
Mstep: Class 2 contains 10485 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -9347302 nChanged 414
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Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 10103 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9347319 nChanged 432
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Mstep: Class 1 contains 38680 members 
Mstep: Class 2 contains 9719 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9347342 nChanged 382
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Mstep: Class 1 contains 39040 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -9347405 nChanged 405
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Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9347392 nChanged 386
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Mstep: Class 1 contains 39793 members 
Mstep: Class 2 contains 8606 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -9347371 nChanged 379
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Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9347407 nChanged 382
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Mstep: Class 1 contains 40502 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9347458 nChanged 359
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Mstep: Class 1 contains 40837 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9347483 nChanged 288
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Mstep: Class 1 contains 41089 members 
Mstep: Class 2 contains 7310 members 
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	Iteration 69Q: 3 clusters Score -9347504 nChanged 263
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Mstep: Class 1 contains 41314 members 
Mstep: Class 2 contains 7085 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9347500 nChanged 233
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Mstep: Class 1 contains 41529 members 
Mstep: Class 2 contains 6870 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9347514 nChanged 196
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Mstep: Class 1 contains 41705 members 
Mstep: Class 2 contains 6694 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9347515 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41852 members 
Mstep: Class 2 contains 6547 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9347525 nChanged 140
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Mstep: Class 1 contains 41978 members 
Mstep: Class 2 contains 6421 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9347544 nChanged 142
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Mstep: Class 1 contains 42092 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9347545 nChanged 121
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42195 members 
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Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9347562 nChanged 123
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Mstep: Class 1 contains 42294 members 
Mstep: Class 2 contains 6105 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9347558 nChanged 123
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9347574 nChanged 127
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Mstep: Class 1 contains 42480 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9347579 nChanged 124
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Mstep: Class 1 contains 42552 members 
Mstep: Class 2 contains 5847 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9347568 nChanged 106
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 5793 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9347575 nChanged 94
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Mstep: Class 1 contains 42660 members 
Mstep: Class 2 contains 5739 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9347573 nChanged 65
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Mstep: Class 1 contains 42697 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9347574 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42731 members 
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9347575 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42767 members 
Mstep: Class 2 contains 5632 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9347557 nChanged 47
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Mstep: Class 1 contains 42794 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9347562 nChanged 36
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Mstep: Class 1 contains 42810 members 
Mstep: Class 2 contains 5589 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9347551 nChanged 33
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Mstep: Class 1 contains 42829 members 
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	Iteration 88Q: 3 clusters Score -9347551 nChanged 35
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Mstep: Class 1 contains 42844 members 
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Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9347547 nChanged 38
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Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9347533 nChanged 28
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Mstep: Class 1 contains 42878 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9347545 nChanged 19
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	Iteration 92Q: 3 clusters Score -9347551 nChanged 24
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9347544 nChanged 20
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Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 5484 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9347543 nChanged 13
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Mstep: Class 1 contains 42920 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -9347529 nChanged 11
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9347517 nChanged 12
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	Iteration 97Q: 3 clusters Score -9347517 nChanged 17
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Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9347534 nChanged 15
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9347561 nChanged 12
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9347554 nChanged 13
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	Iteration 101Q: 3 clusters Score -9347559 nChanged 25
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9347548 nChanged 28
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9347532 nChanged 28
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	Iteration 104Q: 3 clusters Score -9347537 nChanged 24
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Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9347526 nChanged 16
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9347513 nChanged 16
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9347527 nChanged 13
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Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9347524 nChanged 8
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Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9347528 nChanged 12
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	Iteration 110Q: 3 clusters Score -9347514 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43098 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -9347525.000000 Penalty: 5350.468262
	Iteration 111Q: 3 clusters Score -9347525 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43101 members 
Mstep: Class 2 contains 5298 members 
Entering Unmasked Estep 
Score: -9347528.000000 Penalty: 5350.468262
	Iteration 112Q: 3 clusters Score -9347528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43108 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -9347537.000000 Penalty: 5350.468262
	Iteration 113Q: 3 clusters Score -9347537 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43119 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -9347531.000000 Penalty: 5350.468262
	Iteration 114Q: 3 clusters Score -9347531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43127 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -9347535.000000 Penalty: 5350.468262
	Iteration 115Q: 3 clusters Score -9347535 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43133 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -9347539.000000 Penalty: 5350.468262
	Iteration 116Q: 3 clusters Score -9347539 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43138 members 
Mstep: Class 2 contains 5261 members 
Entering Unmasked Estep 
Score: -9347526.000000 Penalty: 5350.468262
	Iteration 117Q: 3 clusters Score -9347526 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43147 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -9347537.000000 Penalty: 5350.468262
	Iteration 118Q: 3 clusters Score -9347537 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43160 members 
Mstep: Class 2 contains 5239 members 
Entering Unmasked Estep 
Score: -9347510.000000 Penalty: 5350.468262
	Iteration 119Q: 3 clusters Score -9347510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43167 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -9347521.000000 Penalty: 5350.468262
	Iteration 120F: 3 clusters Score -9347521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43172 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -9347535.000000 Penalty: 5350.468262
	Iteration 121Q: 3 clusters Score -9347535 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -9347531.000000 Penalty: 5350.468262
	Iteration 122Q: 3 clusters Score -9347531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -9347533.000000 Penalty: 5350.468262
	Iteration 123Q: 3 clusters Score -9347533 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43193 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -9347525.000000 Penalty: 5350.468262
	Iteration 124Q: 3 clusters Score -9347525 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43206 members 
Mstep: Class 2 contains 5193 members 
Entering Unmasked Estep 
Score: -9347522.000000 Penalty: 5350.468262
	Iteration 125Q: 3 clusters Score -9347522 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -9347526.000000 Penalty: 5350.468262
	Iteration 126Q: 3 clusters Score -9347526 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43219 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -9347518.000000 Penalty: 5350.468262
	Iteration 127Q: 3 clusters Score -9347518 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43228 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -9347528.000000 Penalty: 5350.468262
	Iteration 128Q: 3 clusters Score -9347528 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43246 members 
Mstep: Class 2 contains 5153 members 
Entering Unmasked Estep 
Score: -9347522.000000 Penalty: 5350.468262
	Iteration 129Q: 3 clusters Score -9347522 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43252 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -9347516.000000 Penalty: 5350.468262
	Iteration 130Q: 3 clusters Score -9347516 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43253 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -9347526.000000 Penalty: 5350.468262
	Iteration 131Q: 3 clusters Score -9347526 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43257 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -9347520.000000 Penalty: 5350.468262
	Iteration 132Q: 3 clusters Score -9347520 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 5131 members 
Entering Unmasked Estep 
Score: -9347524.000000 Penalty: 5350.468262
	Iteration 133Q: 3 clusters Score -9347524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 5122 members 
Entering Unmasked Estep 
Score: -9347535.000000 Penalty: 5350.468262
	Iteration 134Q: 3 clusters Score -9347535 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43282 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -9347529.000000 Penalty: 5350.468262
	Iteration 135Q: 3 clusters Score -9347529 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43288 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -9347515.000000 Penalty: 5350.468262
	Iteration 136Q: 3 clusters Score -9347515 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43290 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -9347516.000000 Penalty: 5350.468262
	Iteration 137Q: 3 clusters Score -9347516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43296 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -9347518.000000 Penalty: 5350.468262
	Iteration 138Q: 3 clusters Score -9347518 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43301 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -9347516.000000 Penalty: 5350.468262
	Iteration 139Q: 3 clusters Score -9347516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43308 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -9347509.000000 Penalty: 5350.468262
	Iteration 140F: 3 clusters Score -9347509 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43318 members 
Mstep: Class 2 contains 5081 members 
Entering Unmasked Estep 
Score: -9347516.000000 Penalty: 5350.468262
	Iteration 141Q: 3 clusters Score -9347516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43325 members 
Mstep: Class 2 contains 5074 members 
Entering Unmasked Estep 
Score: -9347510.000000 Penalty: 5350.468262
	Iteration 142Q: 3 clusters Score -9347510 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43332 members 
Mstep: Class 2 contains 5067 members 
Entering Unmasked Estep 
Score: -9347506.000000 Penalty: 5350.468262
	Iteration 143Q: 3 clusters Score -9347506 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43342 members 
Mstep: Class 2 contains 5057 members 
Entering Unmasked Estep 
Score: -9347500.000000 Penalty: 5350.468262
	Iteration 144Q: 3 clusters Score -9347500 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 5041 members 
Entering Unmasked Estep 
Score: -9347501.000000 Penalty: 5350.468262
	Iteration 145Q: 3 clusters Score -9347501 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43372 members 
Mstep: Class 2 contains 5027 members 
Entering Unmasked Estep 
Score: -9347485.000000 Penalty: 5350.468262
	Iteration 146Q: 3 clusters Score -9347485 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43385 members 
Mstep: Class 2 contains 5014 members 
Entering Unmasked Estep 
Score: -9347474.000000 Penalty: 5350.468262
	Iteration 147Q: 3 clusters Score -9347474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43395 members 
Mstep: Class 2 contains 5004 members 
Entering Unmasked Estep 
Score: -9347476.000000 Penalty: 5350.468262
	Iteration 148Q: 3 clusters Score -9347476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43404 members 
Mstep: Class 2 contains 4995 members 
Entering Unmasked Estep 
Score: -9347473.000000 Penalty: 5350.468262
	Iteration 149Q: 3 clusters Score -9347473 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 4991 members 
Entering Unmasked Estep 
Score: -9347467.000000 Penalty: 5350.468262
	Iteration 150Q: 3 clusters Score -9347467 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -9347467.000000 Penalty: 5350.468262
	Iteration 151Q: 3 clusters Score -9347467 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43409 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -9347474.000000 Penalty: 5350.468262
	Iteration 152Q: 3 clusters Score -9347474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43413 members 
Mstep: Class 2 contains 4986 members 
Entering Unmasked Estep 
Score: -9347463.000000 Penalty: 5350.468262
	Iteration 153Q: 3 clusters Score -9347463 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43418 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -9347480.000000 Penalty: 5350.468262
	Iteration 154Q: 3 clusters Score -9347480 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43423 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -9347478.000000 Penalty: 5350.468262
	Iteration 155Q: 3 clusters Score -9347478 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43422 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -9347476.000000 Penalty: 5350.468262
	Iteration 156Q: 3 clusters Score -9347476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43426 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -9347474.000000 Penalty: 5350.468262
	Iteration 157Q: 3 clusters Score -9347474 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43432 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -9347482.000000 Penalty: 5350.468262
	Iteration 158Q: 3 clusters Score -9347482 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43438 members 
Mstep: Class 2 contains 4961 members 
Entering Unmasked Estep 
Score: -9347486.000000 Penalty: 5350.468262
	Iteration 159Q: 3 clusters Score -9347486 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43442 members 
Mstep: Class 2 contains 4957 members 
Entering Unmasked Estep 
Score: -9347493.000000 Penalty: 5350.468262
	Iteration 160F: 3 clusters Score -9347493 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43446 members 
Mstep: Class 2 contains 4953 members 
Entering Unmasked Estep 
Score: -9347488.000000 Penalty: 5350.468262
	Iteration 161Q: 3 clusters Score -9347488 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -9347473.000000 Penalty: 5350.468262
	Iteration 162Q: 3 clusters Score -9347473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43450 members 
Mstep: Class 2 contains 4949 members 
Entering Unmasked Estep 
Score: -9347476.000000 Penalty: 5350.468262
	Iteration 163Q: 3 clusters Score -9347476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -9347474.000000 Penalty: 5350.468262
	Iteration 164Q: 3 clusters Score -9347474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43451 members 
Mstep: Class 2 contains 4948 members 
Entering Unmasked Estep 
Score: -9347474.000000 Penalty: 5350.468262
	Iteration 165F: 3 clusters Score -9347474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 36015 members 
Mstep: Class 3 contains 32537 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 29302 members 
Mstep: Class 6 contains 2286 members 
Mstep: Class 7 contains 48540 members 
Mstep: Class 8 contains 58649 members 
Mstep: Class 9 contains 55796 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 31916 members 
Mstep: Class 12 contains 60609 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 42157 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 44654 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 18762 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 47405 members 
Mstep: Class 22 contains 30391 members 
Mstep: Class 23 contains 42489 members 
Mstep: Class 24 contains 33462 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 41195 members 
Mstep: Class 27 contains 53295 members 
Mstep: Class 28 contains 69004 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 26846 members 
Mstep: Class 31 contains 71150 members 
Mstep: Class 32 contains 34522 members 
Mstep: Class 33 contains 47120 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 4948 members 
Entering Unmasked Estep 
Score: -207878544.000000 Penalty: 127780.132812
Splitting cluster 4 changes total score from -207878448.000000 to -207878544.000000
So it's getting split into cluster 37.
Entering ConstructFrom: 
Trying to split cluster 5 (29302 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29302 members 
Entering Unmasked Estep 
Score: -5763732.000000 Penalty: 2550.781982
	Iteration 0F: 2 clusters Score -5763732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -5744431.500000 Penalty: 5101.563965
	Iteration 0F: 3 clusters Score -5744432 nChanged 13179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14019 members 
Mstep: Class 2 contains 15283 members 
Entering Unmasked Estep 
Score: -5751446.000000 Penalty: 5101.563965
	Iteration 1F: 3 clusters Score -5751446 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13568 members 
Mstep: Class 2 contains 15734 members 
Entering Unmasked Estep 
Score: -5751876.500000 Penalty: 5101.563965
	Iteration 2Q: 3 clusters Score -5751876 nChanged 1289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 16323 members 
Entering Unmasked Estep 
Score: -5752300.000000 Penalty: 5101.563965
	Iteration 3Q: 3 clusters Score -5752300 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12153 members 
Mstep: Class 2 contains 17149 members 
Entering Unmasked Estep 
Score: -5752823.000000 Penalty: 5101.563965
	Iteration 4Q: 3 clusters Score -5752823 nChanged 1400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11089 members 
Mstep: Class 2 contains 18213 members 
Entering Unmasked Estep 
Score: -5753497.000000 Penalty: 5101.563965
	Iteration 5Q: 3 clusters Score -5753497 nChanged 1567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9726 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -5754302.500000 Penalty: 5101.563965
	Iteration 6F: 3 clusters Score -5754302 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8052 members 
Mstep: Class 2 contains 21250 members 
Entering Unmasked Estep 
Score: -5755539.500000 Penalty: 5101.563965
	Iteration 7F: 3 clusters Score -5755540 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6154 members 
Mstep: Class 2 contains 23148 members 
Entering Unmasked Estep 
Score: -5757134.000000 Penalty: 5101.563965
	Iteration 8F: 3 clusters Score -5757134 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4374 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -5758688.500000 Penalty: 5101.563965
	Iteration 9F: 3 clusters Score -5758688 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 26337 members 
Entering Unmasked Estep 
Score: -5760039.000000 Penalty: 5101.563965
	Iteration 10F: 3 clusters Score -5760039 nChanged 965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 27236 members 
Entering Unmasked Estep 
Score: -5760892.000000 Penalty: 5101.563965
	Iteration 11Q: 3 clusters Score -5760892 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1510 members 
Mstep: Class 2 contains 27792 members 
Entering Unmasked Estep 
Score: -5761297.000000 Penalty: 5101.563965
	Iteration 12Q: 3 clusters Score -5761297 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -5761528.000000 Penalty: 5101.563965
	Iteration 13Q: 3 clusters Score -5761528 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -5761648.500000 Penalty: 5101.563965
	Iteration 14Q: 3 clusters Score -5761648 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 28462 members 
Entering Unmasked Estep 
Score: -5761704.000000 Penalty: 5101.563965
	Iteration 15Q: 3 clusters Score -5761704 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 28545 members 
Entering Unmasked Estep 
Score: -5761708.500000 Penalty: 5101.563965
	Iteration 16Q: 3 clusters Score -5761708 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -5761738.500000 Penalty: 5101.563965
	Iteration 17Q: 3 clusters Score -5761738 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 28657 members 
Entering Unmasked Estep 
Score: -5761757.500000 Penalty: 5101.563965
	Iteration 18Q: 3 clusters Score -5761758 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 28680 members 
Entering Unmasked Estep 
Score: -5761767.500000 Penalty: 5101.563965
	Iteration 19Q: 3 clusters Score -5761768 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 28704 members 
Entering Unmasked Estep 
Score: -5761782.000000 Penalty: 5101.563965
	Iteration 20F: 3 clusters Score -5761782 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 28725 members 
Entering Unmasked Estep 
Score: -5761780.000000 Penalty: 5101.563965
	Iteration 21Q: 3 clusters Score -5761780 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28742 members 
Entering Unmasked Estep 
Score: -5761781.500000 Penalty: 5101.563965
	Iteration 22Q: 3 clusters Score -5761782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -5761785.500000 Penalty: 5101.563965
	Iteration 23Q: 3 clusters Score -5761786 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -5761794.500000 Penalty: 5101.563965
	Iteration 24Q: 3 clusters Score -5761794 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 28774 members 
Entering Unmasked Estep 
Score: -5761791.500000 Penalty: 5101.563965
	Iteration 25Q: 3 clusters Score -5761792 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 28782 members 
Entering Unmasked Estep 
Score: -5761797.500000 Penalty: 5101.563965
	Iteration 26Q: 3 clusters Score -5761798 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -5761813.000000 Penalty: 5101.563965
	Iteration 27Q: 3 clusters Score -5761813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 28792 members 
Entering Unmasked Estep 
Score: -5761811.000000 Penalty: 5101.563965
	Iteration 28Q: 3 clusters Score -5761811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 28793 members 
Entering Unmasked Estep 
Score: -5761817.000000 Penalty: 5101.563965
	Iteration 29Q: 3 clusters Score -5761817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -5761815.000000 Penalty: 5101.563965
	Iteration 30Q: 3 clusters Score -5761815 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 28797 members 
Entering Unmasked Estep 
Score: -5761813.500000 Penalty: 5101.563965
	Iteration 31Q: 3 clusters Score -5761814 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -5761809.000000 Penalty: 5101.563965
	Iteration 32Q: 3 clusters Score -5761809 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 28798 members 
Entering Unmasked Estep 
Score: -5761809.000000 Penalty: 5101.563965
	Iteration 33F: 3 clusters Score -5761809 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (2286 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Entering Unmasked Estep 
Score: -401976.156250 Penalty: 1918.170654
	Iteration 0F: 2 clusters Score -401976.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -399490.593750 Penalty: 3836.341309
	Iteration 0F: 3 clusters Score -399490.6 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -402398.281250 Penalty: 3836.341309
	Iteration 1F: 3 clusters Score -402398.3 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 1448 members 
Entering Unmasked Estep 
Score: -405544.343750 Penalty: 3836.341309
	Iteration 2F: 3 clusters Score -405544.3 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
Score: -407259.343750 Penalty: 3836.341309
	Iteration 3F: 3 clusters Score -407259.3 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -407978.437500 Penalty: 3836.341309
	Iteration 4Q: 3 clusters Score -407978.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -408236.812500 Penalty: 3836.341309
	Iteration 5Q: 3 clusters Score -408236.8 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -408445.531250 Penalty: 3836.341309
	Iteration 6Q: 3 clusters Score -408445.5 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -408796.500000 Penalty: 3836.341309
	Iteration 7Q: 3 clusters Score -408796.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -409847.968750 Penalty: 3836.341309
	Iteration 8Q: 3 clusters Score -409848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 983 members 
Entering Unmasked Estep 
Score: -410814.531250 Penalty: 3836.341309
	Iteration 9Q: 3 clusters Score -410814.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -410861.812500 Penalty: 3836.341309
	Iteration 10Q: 3 clusters Score -410861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -410861.812500 Penalty: 3836.341309
	Iteration 11F: 3 clusters Score -410861.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 36015 members 
Mstep: Class 3 contains 32537 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 29302 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 48540 members 
Mstep: Class 8 contains 58649 members 
Mstep: Class 9 contains 55796 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 31916 members 
Mstep: Class 12 contains 60609 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 42157 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 44654 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 18762 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 47405 members 
Mstep: Class 22 contains 30391 members 
Mstep: Class 23 contains 42489 members 
Mstep: Class 24 contains 33462 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 41195 members 
Mstep: Class 27 contains 53295 members 
Mstep: Class 28 contains 69004 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 26846 members 
Mstep: Class 31 contains 71150 members 
Mstep: Class 32 contains 34522 members 
Mstep: Class 33 contains 47120 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 4948 members 
Mstep: Class 38 contains 980 members 
Entering Unmasked Estep 
Score: -207886224.000000 Penalty: 131233.656250
Splitting cluster 6 changes total score from -207878448.000000 to -207886224.000000
So it's getting split into cluster 38.
Entering ConstructFrom: 
Trying to split cluster 7 (48540 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48540 members 
Entering Unmasked Estep 
Score: -9358547.000000 Penalty: 2675.955811
	Iteration 0F: 2 clusters Score -9358547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24357 members 
Mstep: Class 2 contains 24183 members 
Entering Unmasked Estep 
Score: -9332122.000000 Penalty: 5351.911621
	Iteration 0F: 3 clusters Score -9332122 nChanged 22594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24697 members 
Mstep: Class 2 contains 23843 members 
Entering Unmasked Estep 
Score: -9344949.000000 Penalty: 5351.911621
	Iteration 1F: 3 clusters Score -9344949 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24757 members 
Mstep: Class 2 contains 23783 members 
Entering Unmasked Estep 
Score: -9345618.000000 Penalty: 5351.911621
	Iteration 2Q: 3 clusters Score -9345618 nChanged 2060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24705 members 
Mstep: Class 2 contains 23835 members 
Entering Unmasked Estep 
Score: -9346359.000000 Penalty: 5351.911621
	Iteration 3Q: 3 clusters Score -9346359 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24590 members 
Mstep: Class 2 contains 23950 members 
Entering Unmasked Estep 
Score: -9347136.000000 Penalty: 5351.911621
	Iteration 4Q: 3 clusters Score -9347136 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24398 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -9348037.000000 Penalty: 5351.911621
	Iteration 5Q: 3 clusters Score -9348037 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24122 members 
Mstep: Class 2 contains 24418 members 
Entering Unmasked Estep 
Score: -9349008.000000 Penalty: 5351.911621
	Iteration 6Q: 3 clusters Score -9349008 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23744 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -9350066.000000 Penalty: 5351.911621
	Iteration 7Q: 3 clusters Score -9350066 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 25308 members 
Entering Unmasked Estep 
Score: -9351337.000000 Penalty: 5351.911621
	Iteration 8Q: 3 clusters Score -9351337 nChanged 2480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22590 members 
Mstep: Class 2 contains 25950 members 
Entering Unmasked Estep 
Score: -9353098.000000 Penalty: 5351.911621
	Iteration 9F: 3 clusters Score -9353098 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21642 members 
Mstep: Class 2 contains 26898 members 
Entering Unmasked Estep 
Score: -9354960.000000 Penalty: 5351.911621
	Iteration 10F: 3 clusters Score -9354960 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 28057 members 
Entering Unmasked Estep 
Score: -9356373.000000 Penalty: 5351.911621
	Iteration 11Q: 3 clusters Score -9356373 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -9357100.000000 Penalty: 5351.911621
	Iteration 12Q: 3 clusters Score -9357100 nChanged 1439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 30628 members 
Entering Unmasked Estep 
Score: -9357444.000000 Penalty: 5351.911621
	Iteration 13Q: 3 clusters Score -9357444 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16555 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -9357658.000000 Penalty: 5351.911621
	Iteration 14Q: 3 clusters Score -9357658 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15120 members 
Mstep: Class 2 contains 33420 members 
Entering Unmasked Estep 
Score: -9357874.000000 Penalty: 5351.911621
	Iteration 15Q: 3 clusters Score -9357874 nChanged 1387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13741 members 
Mstep: Class 2 contains 34799 members 
Entering Unmasked Estep 
Score: -9357943.000000 Penalty: 5351.911621
	Iteration 16Q: 3 clusters Score -9357943 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 36187 members 
Entering Unmasked Estep 
Score: -9358112.000000 Penalty: 5351.911621
	Iteration 17Q: 3 clusters Score -9358112 nChanged 1319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 37492 members 
Entering Unmasked Estep 
Score: -9358213.000000 Penalty: 5351.911621
	Iteration 18Q: 3 clusters Score -9358213 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9867 members 
Mstep: Class 2 contains 38673 members 
Entering Unmasked Estep 
Score: -9358387.000000 Penalty: 5351.911621
	Iteration 19Q: 3 clusters Score -9358387 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -9358426.000000 Penalty: 5351.911621
	Iteration 20F: 3 clusters Score -9358426 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 40755 members 
Entering Unmasked Estep 
Score: -9358480.000000 Penalty: 5351.911621
	Iteration 21Q: 3 clusters Score -9358480 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 41580 members 
Entering Unmasked Estep 
Score: -9358483.000000 Penalty: 5351.911621
	Iteration 22Q: 3 clusters Score -9358483 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6245 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -9358448.000000 Penalty: 5351.911621
	Iteration 23Q: 3 clusters Score -9358448 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -9358372.000000 Penalty: 5351.911621
	Iteration 24Q: 3 clusters Score -9358372 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5100 members 
Mstep: Class 2 contains 43440 members 
Entering Unmasked Estep 
Score: -9358234.000000 Penalty: 5351.911621
	Iteration 25Q: 3 clusters Score -9358234 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4679 members 
Mstep: Class 2 contains 43861 members 
Entering Unmasked Estep 
Score: -9358175.000000 Penalty: 5351.911621
	Iteration 26Q: 3 clusters Score -9358175 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 44212 members 
Entering Unmasked Estep 
Score: -9358064.000000 Penalty: 5351.911621
	Iteration 27Q: 3 clusters Score -9358064 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4021 members 
Mstep: Class 2 contains 44519 members 
Entering Unmasked Estep 
Score: -9358031.000000 Penalty: 5351.911621
	Iteration 28Q: 3 clusters Score -9358031 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -9357953.000000 Penalty: 5351.911621
	Iteration 29Q: 3 clusters Score -9357953 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -9357870.000000 Penalty: 5351.911621
	Iteration 30Q: 3 clusters Score -9357870 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 45172 members 
Entering Unmasked Estep 
Score: -9357808.000000 Penalty: 5351.911621
	Iteration 31Q: 3 clusters Score -9357808 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 45372 members 
Entering Unmasked Estep 
Score: -9357751.000000 Penalty: 5351.911621
	Iteration 32Q: 3 clusters Score -9357751 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 45540 members 
Entering Unmasked Estep 
Score: -9357675.000000 Penalty: 5351.911621
	Iteration 33Q: 3 clusters Score -9357675 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2833 members 
Mstep: Class 2 contains 45707 members 
Entering Unmasked Estep 
Score: -9357642.000000 Penalty: 5351.911621
	Iteration 34Q: 3 clusters Score -9357642 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 45861 members 
Entering Unmasked Estep 
Score: -9357611.000000 Penalty: 5351.911621
	Iteration 35Q: 3 clusters Score -9357611 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 45996 members 
Entering Unmasked Estep 
Score: -9357550.000000 Penalty: 5351.911621
	Iteration 36Q: 3 clusters Score -9357550 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 46101 members 
Entering Unmasked Estep 
Score: -9357484.000000 Penalty: 5351.911621
	Iteration 37Q: 3 clusters Score -9357484 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 46178 members 
Entering Unmasked Estep 
Score: -9357440.000000 Penalty: 5351.911621
	Iteration 38Q: 3 clusters Score -9357440 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 46261 members 
Entering Unmasked Estep 
Score: -9357428.000000 Penalty: 5351.911621
	Iteration 39Q: 3 clusters Score -9357428 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 46339 members 
Entering Unmasked Estep 
Score: -9357394.000000 Penalty: 5351.911621
	Iteration 40F: 3 clusters Score -9357394 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 46421 members 
Entering Unmasked Estep 
Score: -9357359.000000 Penalty: 5351.911621
	Iteration 41Q: 3 clusters Score -9357359 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 46490 members 
Entering Unmasked Estep 
Score: -9357350.000000 Penalty: 5351.911621
	Iteration 42Q: 3 clusters Score -9357350 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 46556 members 
Entering Unmasked Estep 
Score: -9357322.000000 Penalty: 5351.911621
	Iteration 43Q: 3 clusters Score -9357322 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 46601 members 
Entering Unmasked Estep 
Score: -9357296.000000 Penalty: 5351.911621
	Iteration 44Q: 3 clusters Score -9357296 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 46641 members 
Entering Unmasked Estep 
Score: -9357280.000000 Penalty: 5351.911621
	Iteration 45Q: 3 clusters Score -9357280 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 46681 members 
Entering Unmasked Estep 
Score: -9357263.000000 Penalty: 5351.911621
	Iteration 46Q: 3 clusters Score -9357263 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 46716 members 
Entering Unmasked Estep 
Score: -9357264.000000 Penalty: 5351.911621
	Iteration 47Q: 3 clusters Score -9357264 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 46764 members 
Entering Unmasked Estep 
Score: -9357254.000000 Penalty: 5351.911621
	Iteration 48Q: 3 clusters Score -9357254 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 46809 members 
Entering Unmasked Estep 
Score: -9357254.000000 Penalty: 5351.911621
	Iteration 49Q: 3 clusters Score -9357254 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 46841 members 
Entering Unmasked Estep 
Score: -9357243.000000 Penalty: 5351.911621
	Iteration 50Q: 3 clusters Score -9357243 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 46869 members 
Entering Unmasked Estep 
Score: -9357237.000000 Penalty: 5351.911621
	Iteration 51Q: 3 clusters Score -9357237 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1649 members 
Mstep: Class 2 contains 46891 members 
Entering Unmasked Estep 
Score: -9357233.000000 Penalty: 5351.911621
	Iteration 52Q: 3 clusters Score -9357233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1628 members 
Mstep: Class 2 contains 46912 members 
Entering Unmasked Estep 
Score: -9357236.000000 Penalty: 5351.911621
	Iteration 53Q: 3 clusters Score -9357236 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1611 members 
Mstep: Class 2 contains 46929 members 
Entering Unmasked Estep 
Score: -9357237.000000 Penalty: 5351.911621
	Iteration 54Q: 3 clusters Score -9357237 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 46944 members 
Entering Unmasked Estep 
Score: -9357222.000000 Penalty: 5351.911621
	Iteration 55Q: 3 clusters Score -9357222 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1577 members 
Mstep: Class 2 contains 46963 members 
Entering Unmasked Estep 
Score: -9357222.000000 Penalty: 5351.911621
	Iteration 56Q: 3 clusters Score -9357222 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1559 members 
Mstep: Class 2 contains 46981 members 
Entering Unmasked Estep 
Score: -9357201.000000 Penalty: 5351.911621
	Iteration 57Q: 3 clusters Score -9357201 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 46997 members 
Entering Unmasked Estep 
Score: -9357204.000000 Penalty: 5351.911621
	Iteration 58Q: 3 clusters Score -9357204 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -9357193.000000 Penalty: 5351.911621
	Iteration 59Q: 3 clusters Score -9357193 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 47029 members 
Entering Unmasked Estep 
Score: -9357189.000000 Penalty: 5351.911621
	Iteration 60F: 3 clusters Score -9357189 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 47038 members 
Entering Unmasked Estep 
Score: -9357199.000000 Penalty: 5351.911621
	Iteration 61Q: 3 clusters Score -9357199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 47042 members 
Entering Unmasked Estep 
Score: -9357195.000000 Penalty: 5351.911621
	Iteration 62Q: 3 clusters Score -9357195 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 47049 members 
Entering Unmasked Estep 
Score: -9357196.000000 Penalty: 5351.911621
	Iteration 63Q: 3 clusters Score -9357196 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1485 members 
Mstep: Class 2 contains 47055 members 
Entering Unmasked Estep 
Score: -9357184.000000 Penalty: 5351.911621
	Iteration 64Q: 3 clusters Score -9357184 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 47060 members 
Entering Unmasked Estep 
Score: -9357180.000000 Penalty: 5351.911621
	Iteration 65Q: 3 clusters Score -9357180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1476 members 
Mstep: Class 2 contains 47064 members 
Entering Unmasked Estep 
Score: -9357184.000000 Penalty: 5351.911621
	Iteration 66Q: 3 clusters Score -9357184 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1474 members 
Mstep: Class 2 contains 47066 members 
Entering Unmasked Estep 
Score: -9357183.000000 Penalty: 5351.911621
	Iteration 67Q: 3 clusters Score -9357183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 47068 members 
Entering Unmasked Estep 
Score: -9357183.000000 Penalty: 5351.911621
	Iteration 68Q: 3 clusters Score -9357183 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -9357188.000000 Penalty: 5351.911621
	Iteration 69Q: 3 clusters Score -9357188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1470 members 
Mstep: Class 2 contains 47070 members 
Entering Unmasked Estep 
Score: -9357188.000000 Penalty: 5351.911621
	Iteration 70F: 3 clusters Score -9357188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (58649 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58649 members 
Entering Unmasked Estep 
Score: -10869225.000000 Penalty: 2722.872803
	Iteration 0F: 2 clusters Score -1.086922e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 29260 members 
Entering Unmasked Estep 
Score: -10835810.000000 Penalty: 5445.745605
	Iteration 0F: 3 clusters Score -1.083581e+07 nChanged 27272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29405 members 
Mstep: Class 2 contains 29244 members 
Entering Unmasked Estep 
Score: -10850994.000000 Penalty: 5445.745605
	Iteration 1F: 3 clusters Score -1.085099e+07 nChanged 2287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29272 members 
Mstep: Class 2 contains 29377 members 
Entering Unmasked Estep 
Score: -10851538.000000 Penalty: 5445.745605
	Iteration 2Q: 3 clusters Score -1.085154e+07 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29041 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -10852176.000000 Penalty: 5445.745605
	Iteration 3Q: 3 clusters Score -1.085218e+07 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28687 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -10852737.000000 Penalty: 5445.745605
	Iteration 4Q: 3 clusters Score -1.085274e+07 nChanged 2124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28115 members 
Mstep: Class 2 contains 30534 members 
Entering Unmasked Estep 
Score: -10853359.000000 Penalty: 5445.745605
	Iteration 5Q: 3 clusters Score -1.085336e+07 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Mstep: Class 2 contains 31373 members 
Entering Unmasked Estep 
Score: -10854143.000000 Penalty: 5445.745605
	Iteration 6Q: 3 clusters Score -1.085414e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 32553 members 
Entering Unmasked Estep 
Score: -10855099.000000 Penalty: 5445.745605
	Iteration 7Q: 3 clusters Score -1.08551e+07 nChanged 2639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24487 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -10856449.000000 Penalty: 5445.745605
	Iteration 8Q: 3 clusters Score -1.085645e+07 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 36092 members 
Entering Unmasked Estep 
Score: -10858038.000000 Penalty: 5445.745605
	Iteration 9Q: 3 clusters Score -1.085804e+07 nChanged 3082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20317 members 
Mstep: Class 2 contains 38332 members 
Entering Unmasked Estep 
Score: -10859857.000000 Penalty: 5445.745605
	Iteration 10F: 3 clusters Score -1.085986e+07 nChanged 3091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17988 members 
Mstep: Class 2 contains 40661 members 
Entering Unmasked Estep 
Score: -10861820.000000 Penalty: 5445.745605
	Iteration 11F: 3 clusters Score -1.086182e+07 nChanged 2900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15804 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -10863518.000000 Penalty: 5445.745605
	Iteration 12Q: 3 clusters Score -1.086352e+07 nChanged 2405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13999 members 
Mstep: Class 2 contains 44650 members 
Entering Unmasked Estep 
Score: -10864714.000000 Penalty: 5445.745605
	Iteration 13Q: 3 clusters Score -1.086471e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 46183 members 
Entering Unmasked Estep 
Score: -10865615.000000 Penalty: 5445.745605
	Iteration 14Q: 3 clusters Score -1.086562e+07 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 47456 members 
Entering Unmasked Estep 
Score: -10866208.000000 Penalty: 5445.745605
	Iteration 15Q: 3 clusters Score -1.086621e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10044 members 
Mstep: Class 2 contains 48605 members 
Entering Unmasked Estep 
Score: -10866554.000000 Penalty: 5445.745605
	Iteration 16Q: 3 clusters Score -1.086655e+07 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9040 members 
Mstep: Class 2 contains 49609 members 
Entering Unmasked Estep 
Score: -10866740.000000 Penalty: 5445.745605
	Iteration 17Q: 3 clusters Score -1.086674e+07 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 50598 members 
Entering Unmasked Estep 
Score: -10866969.000000 Penalty: 5445.745605
	Iteration 18Q: 3 clusters Score -1.086697e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7176 members 
Mstep: Class 2 contains 51473 members 
Entering Unmasked Estep 
Score: -10867186.000000 Penalty: 5445.745605
	Iteration 19Q: 3 clusters Score -1.086719e+07 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6545 members 
Mstep: Class 2 contains 52104 members 
Entering Unmasked Estep 
Score: -10867248.000000 Penalty: 5445.745605
	Iteration 20F: 3 clusters Score -1.086725e+07 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6038 members 
Mstep: Class 2 contains 52611 members 
Entering Unmasked Estep 
Score: -10867316.000000 Penalty: 5445.745605
	Iteration 21Q: 3 clusters Score -1.086732e+07 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 52998 members 
Entering Unmasked Estep 
Score: -10867340.000000 Penalty: 5445.745605
	Iteration 22Q: 3 clusters Score -1.086734e+07 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5323 members 
Mstep: Class 2 contains 53326 members 
Entering Unmasked Estep 
Score: -10867331.000000 Penalty: 5445.745605
	Iteration 23Q: 3 clusters Score -1.086733e+07 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 53610 members 
Entering Unmasked Estep 
Score: -10867302.000000 Penalty: 5445.745605
	Iteration 24Q: 3 clusters Score -1.08673e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 53855 members 
Entering Unmasked Estep 
Score: -10867275.000000 Penalty: 5445.745605
	Iteration 25Q: 3 clusters Score -1.086728e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4550 members 
Mstep: Class 2 contains 54099 members 
Entering Unmasked Estep 
Score: -10867279.000000 Penalty: 5445.745605
	Iteration 26Q: 3 clusters Score -1.086728e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 54315 members 
Entering Unmasked Estep 
Score: -10867310.000000 Penalty: 5445.745605
	Iteration 27Q: 3 clusters Score -1.086731e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 54487 members 
Entering Unmasked Estep 
Score: -10867318.000000 Penalty: 5445.745605
	Iteration 28Q: 3 clusters Score -1.086732e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3980 members 
Mstep: Class 2 contains 54669 members 
Entering Unmasked Estep 
Score: -10867333.000000 Penalty: 5445.745605
	Iteration 29Q: 3 clusters Score -1.086733e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -10867368.000000 Penalty: 5445.745605
	Iteration 30Q: 3 clusters Score -1.086737e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -10867367.000000 Penalty: 5445.745605
	Iteration 31Q: 3 clusters Score -1.086737e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3447 members 
Mstep: Class 2 contains 55202 members 
Entering Unmasked Estep 
Score: -10867405.000000 Penalty: 5445.745605
	Iteration 32Q: 3 clusters Score -1.08674e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -10867379.000000 Penalty: 5445.745605
	Iteration 33Q: 3 clusters Score -1.086738e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3134 members 
Mstep: Class 2 contains 55515 members 
Entering Unmasked Estep 
Score: -10867398.000000 Penalty: 5445.745605
	Iteration 34Q: 3 clusters Score -1.08674e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 55648 members 
Entering Unmasked Estep 
Score: -10867367.000000 Penalty: 5445.745605
	Iteration 35Q: 3 clusters Score -1.086737e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2893 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -10867372.000000 Penalty: 5445.745605
	Iteration 36Q: 3 clusters Score -1.086737e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2796 members 
Mstep: Class 2 contains 55853 members 
Entering Unmasked Estep 
Score: -10867382.000000 Penalty: 5445.745605
	Iteration 37Q: 3 clusters Score -1.086738e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2690 members 
Mstep: Class 2 contains 55959 members 
Entering Unmasked Estep 
Score: -10867406.000000 Penalty: 5445.745605
	Iteration 38Q: 3 clusters Score -1.086741e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2596 members 
Mstep: Class 2 contains 56053 members 
Entering Unmasked Estep 
Score: -10867362.000000 Penalty: 5445.745605
	Iteration 39Q: 3 clusters Score -1.086736e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2517 members 
Mstep: Class 2 contains 56132 members 
Entering Unmasked Estep 
Score: -10867369.000000 Penalty: 5445.745605
	Iteration 40F: 3 clusters Score -1.086737e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 56233 members 
Entering Unmasked Estep 
Score: -10867350.000000 Penalty: 5445.745605
	Iteration 41Q: 3 clusters Score -1.086735e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 56336 members 
Entering Unmasked Estep 
Score: -10867362.000000 Penalty: 5445.745605
	Iteration 42Q: 3 clusters Score -1.086736e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -10867337.000000 Penalty: 5445.745605
	Iteration 43Q: 3 clusters Score -1.086734e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 56526 members 
Entering Unmasked Estep 
Score: -10867317.000000 Penalty: 5445.745605
	Iteration 44Q: 3 clusters Score -1.086732e+07 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 56611 members 
Entering Unmasked Estep 
Score: -10867320.000000 Penalty: 5445.745605
	Iteration 45Q: 3 clusters Score -1.086732e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 56690 members 
Entering Unmasked Estep 
Score: -10867277.000000 Penalty: 5445.745605
	Iteration 46Q: 3 clusters Score -1.086728e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 56754 members 
Entering Unmasked Estep 
Score: -10867267.000000 Penalty: 5445.745605
	Iteration 47Q: 3 clusters Score -1.086727e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 56790 members 
Entering Unmasked Estep 
Score: -10867266.000000 Penalty: 5445.745605
	Iteration 48Q: 3 clusters Score -1.086727e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 56824 members 
Entering Unmasked Estep 
Score: -10867268.000000 Penalty: 5445.745605
	Iteration 49Q: 3 clusters Score -1.086727e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 56857 members 
Entering Unmasked Estep 
Score: -10867247.000000 Penalty: 5445.745605
	Iteration 50Q: 3 clusters Score -1.086725e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 56893 members 
Entering Unmasked Estep 
Score: -10867249.000000 Penalty: 5445.745605
	Iteration 51Q: 3 clusters Score -1.086725e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -10867245.000000 Penalty: 5445.745605
	Iteration 52Q: 3 clusters Score -1.086724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 56958 members 
Entering Unmasked Estep 
Score: -10867244.000000 Penalty: 5445.745605
	Iteration 53Q: 3 clusters Score -1.086724e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1661 members 
Mstep: Class 2 contains 56988 members 
Entering Unmasked Estep 
Score: -10867252.000000 Penalty: 5445.745605
	Iteration 54Q: 3 clusters Score -1.086725e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 57014 members 
Entering Unmasked Estep 
Score: -10867264.000000 Penalty: 5445.745605
	Iteration 55Q: 3 clusters Score -1.086726e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -10867270.000000 Penalty: 5445.745605
	Iteration 56Q: 3 clusters Score -1.086727e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -10867269.000000 Penalty: 5445.745605
	Iteration 57Q: 3 clusters Score -1.086727e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 57095 members 
Entering Unmasked Estep 
Score: -10867259.000000 Penalty: 5445.745605
	Iteration 58Q: 3 clusters Score -1.086726e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 57118 members 
Entering Unmasked Estep 
Score: -10867265.000000 Penalty: 5445.745605
	Iteration 59Q: 3 clusters Score -1.086726e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 57140 members 
Entering Unmasked Estep 
Score: -10867254.000000 Penalty: 5445.745605
	Iteration 60F: 3 clusters Score -1.086725e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 57165 members 
Entering Unmasked Estep 
Score: -10867262.000000 Penalty: 5445.745605
	Iteration 61Q: 3 clusters Score -1.086726e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 57180 members 
Entering Unmasked Estep 
Score: -10867261.000000 Penalty: 5445.745605
	Iteration 62Q: 3 clusters Score -1.086726e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 57197 members 
Entering Unmasked Estep 
Score: -10867271.000000 Penalty: 5445.745605
	Iteration 63Q: 3 clusters Score -1.086727e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1440 members 
Mstep: Class 2 contains 57209 members 
Entering Unmasked Estep 
Score: -10867266.000000 Penalty: 5445.745605
	Iteration 64Q: 3 clusters Score -1.086727e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 57218 members 
Entering Unmasked Estep 
Score: -10867257.000000 Penalty: 5445.745605
	Iteration 65Q: 3 clusters Score -1.086726e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1421 members 
Mstep: Class 2 contains 57228 members 
Entering Unmasked Estep 
Score: -10867248.000000 Penalty: 5445.745605
	Iteration 66Q: 3 clusters Score -1.086725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 57236 members 
Entering Unmasked Estep 
Score: -10867250.000000 Penalty: 5445.745605
	Iteration 67Q: 3 clusters Score -1.086725e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 57243 members 
Entering Unmasked Estep 
Score: -10867258.000000 Penalty: 5445.745605
	Iteration 68Q: 3 clusters Score -1.086726e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 57253 members 
Entering Unmasked Estep 
Score: -10867247.000000 Penalty: 5445.745605
	Iteration 69Q: 3 clusters Score -1.086725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 57260 members 
Entering Unmasked Estep 
Score: -10867248.000000 Penalty: 5445.745605
	Iteration 70Q: 3 clusters Score -1.086725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 57269 members 
Entering Unmasked Estep 
Score: -10867253.000000 Penalty: 5445.745605
	Iteration 71Q: 3 clusters Score -1.086725e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 57275 members 
Entering Unmasked Estep 
Score: -10867267.000000 Penalty: 5445.745605
	Iteration 72Q: 3 clusters Score -1.086727e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -10867265.000000 Penalty: 5445.745605
	Iteration 73Q: 3 clusters Score -1.086726e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -10867273.000000 Penalty: 5445.745605
	Iteration 74Q: 3 clusters Score -1.086727e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 57278 members 
Entering Unmasked Estep 
Score: -10867273.000000 Penalty: 5445.745605
	Iteration 75F: 3 clusters Score -1.086727e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55796 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55796 members 
Entering Unmasked Estep 
Score: -10531775.000000 Penalty: 2710.505615
	Iteration 0F: 2 clusters Score -1.053178e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -10496173.000000 Penalty: 5421.011230
	Iteration 0F: 3 clusters Score -1.049617e+07 nChanged 25896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27077 members 
Mstep: Class 2 contains 28719 members 
Entering Unmasked Estep 
Score: -10510607.000000 Penalty: 5421.011230
	Iteration 1F: 3 clusters Score -1.051061e+07 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 29116 members 
Entering Unmasked Estep 
Score: -10511173.000000 Penalty: 5421.011230
	Iteration 2Q: 3 clusters Score -1.051117e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 29642 members 
Entering Unmasked Estep 
Score: -10511823.000000 Penalty: 5421.011230
	Iteration 3Q: 3 clusters Score -1.051182e+07 nChanged 2144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25414 members 
Mstep: Class 2 contains 30382 members 
Entering Unmasked Estep 
Score: -10512554.000000 Penalty: 5421.011230
	Iteration 4Q: 3 clusters Score -1.051255e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -10513291.000000 Penalty: 5421.011230
	Iteration 5Q: 3 clusters Score -1.051329e+07 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23053 members 
Mstep: Class 2 contains 32743 members 
Entering Unmasked Estep 
Score: -10514368.000000 Penalty: 5421.011230
	Iteration 6Q: 3 clusters Score -1.051437e+07 nChanged 2700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21379 members 
Mstep: Class 2 contains 34417 members 
Entering Unmasked Estep 
Score: -10515869.000000 Penalty: 5421.011230
	Iteration 7Q: 3 clusters Score -1.051587e+07 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19502 members 
Mstep: Class 2 contains 36294 members 
Entering Unmasked Estep 
Score: -10517946.000000 Penalty: 5421.011230
	Iteration 8F: 3 clusters Score -1.051795e+07 nChanged 3026
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17628 members 
Mstep: Class 2 contains 38168 members 
Entering Unmasked Estep 
Score: -10520245.000000 Penalty: 5421.011230
	Iteration 9F: 3 clusters Score -1.052024e+07 nChanged 2796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -10521994.000000 Penalty: 5421.011230
	Iteration 10F: 3 clusters Score -1.052199e+07 nChanged 2106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14848 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -10522971.000000 Penalty: 5421.011230
	Iteration 11Q: 3 clusters Score -1.052297e+07 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13824 members 
Mstep: Class 2 contains 41972 members 
Entering Unmasked Estep 
Score: -10523428.000000 Penalty: 5421.011230
	Iteration 12Q: 3 clusters Score -1.052343e+07 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 43002 members 
Entering Unmasked Estep 
Score: -10523733.000000 Penalty: 5421.011230
	Iteration 13Q: 3 clusters Score -1.052373e+07 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11860 members 
Mstep: Class 2 contains 43936 members 
Entering Unmasked Estep 
Score: -10524045.000000 Penalty: 5421.011230
	Iteration 14Q: 3 clusters Score -1.052404e+07 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 44792 members 
Entering Unmasked Estep 
Score: -10524348.000000 Penalty: 5421.011230
	Iteration 15Q: 3 clusters Score -1.052435e+07 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10155 members 
Mstep: Class 2 contains 45641 members 
Entering Unmasked Estep 
Score: -10524555.000000 Penalty: 5421.011230
	Iteration 16Q: 3 clusters Score -1.052456e+07 nChanged 791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9390 members 
Mstep: Class 2 contains 46406 members 
Entering Unmasked Estep 
Score: -10524801.000000 Penalty: 5421.011230
	Iteration 17Q: 3 clusters Score -1.05248e+07 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 47195 members 
Entering Unmasked Estep 
Score: -10525112.000000 Penalty: 5421.011230
	Iteration 18Q: 3 clusters Score -1.052511e+07 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7808 members 
Mstep: Class 2 contains 47988 members 
Entering Unmasked Estep 
Score: -10525358.000000 Penalty: 5421.011230
	Iteration 19Q: 3 clusters Score -1.052536e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 48678 members 
Entering Unmasked Estep 
Score: -10525608.000000 Penalty: 5421.011230
	Iteration 20F: 3 clusters Score -1.052561e+07 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6532 members 
Mstep: Class 2 contains 49264 members 
Entering Unmasked Estep 
Score: -10525834.000000 Penalty: 5421.011230
	Iteration 21Q: 3 clusters Score -1.052583e+07 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5990 members 
Mstep: Class 2 contains 49806 members 
Entering Unmasked Estep 
Score: -10526027.000000 Penalty: 5421.011230
	Iteration 22Q: 3 clusters Score -1.052603e+07 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5458 members 
Mstep: Class 2 contains 50338 members 
Entering Unmasked Estep 
Score: -10526340.000000 Penalty: 5421.011230
	Iteration 23Q: 3 clusters Score -1.052634e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4973 members 
Mstep: Class 2 contains 50823 members 
Entering Unmasked Estep 
Score: -10526532.000000 Penalty: 5421.011230
	Iteration 24Q: 3 clusters Score -1.052653e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4531 members 
Mstep: Class 2 contains 51265 members 
Entering Unmasked Estep 
Score: -10526767.000000 Penalty: 5421.011230
	Iteration 25Q: 3 clusters Score -1.052677e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4141 members 
Mstep: Class 2 contains 51655 members 
Entering Unmasked Estep 
Score: -10526941.000000 Penalty: 5421.011230
	Iteration 26Q: 3 clusters Score -1.052694e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 52023 members 
Entering Unmasked Estep 
Score: -10527125.000000 Penalty: 5421.011230
	Iteration 27Q: 3 clusters Score -1.052712e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3428 members 
Mstep: Class 2 contains 52368 members 
Entering Unmasked Estep 
Score: -10527308.000000 Penalty: 5421.011230
	Iteration 28Q: 3 clusters Score -1.052731e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3101 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -10527456.000000 Penalty: 5421.011230
	Iteration 29Q: 3 clusters Score -1.052746e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 52971 members 
Entering Unmasked Estep 
Score: -10527655.000000 Penalty: 5421.011230
	Iteration 30Q: 3 clusters Score -1.052766e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -10527834.000000 Penalty: 5421.011230
	Iteration 31Q: 3 clusters Score -1.052783e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 53438 members 
Entering Unmasked Estep 
Score: -10527964.000000 Penalty: 5421.011230
	Iteration 32Q: 3 clusters Score -1.052796e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 53627 members 
Entering Unmasked Estep 
Score: -10528076.000000 Penalty: 5421.011230
	Iteration 33Q: 3 clusters Score -1.052808e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -10528175.000000 Penalty: 5421.011230
	Iteration 34Q: 3 clusters Score -1.052818e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 53931 members 
Entering Unmasked Estep 
Score: -10528261.000000 Penalty: 5421.011230
	Iteration 35Q: 3 clusters Score -1.052826e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 54062 members 
Entering Unmasked Estep 
Score: -10528350.000000 Penalty: 5421.011230
	Iteration 36Q: 3 clusters Score -1.052835e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1617 members 
Mstep: Class 2 contains 54179 members 
Entering Unmasked Estep 
Score: -10528452.000000 Penalty: 5421.011230
	Iteration 37Q: 3 clusters Score -1.052845e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 54284 members 
Entering Unmasked Estep 
Score: -10528548.000000 Penalty: 5421.011230
	Iteration 38Q: 3 clusters Score -1.052855e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 54380 members 
Entering Unmasked Estep 
Score: -10528636.000000 Penalty: 5421.011230
	Iteration 39Q: 3 clusters Score -1.052864e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 54454 members 
Entering Unmasked Estep 
Score: -10528669.000000 Penalty: 5421.011230
	Iteration 40F: 3 clusters Score -1.052867e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -10528710.000000 Penalty: 5421.011230
	Iteration 41Q: 3 clusters Score -1.052871e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 54551 members 
Entering Unmasked Estep 
Score: -10528752.000000 Penalty: 5421.011230
	Iteration 42Q: 3 clusters Score -1.052875e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1208 members 
Mstep: Class 2 contains 54588 members 
Entering Unmasked Estep 
Score: -10528786.000000 Penalty: 5421.011230
	Iteration 43Q: 3 clusters Score -1.052879e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 54621 members 
Entering Unmasked Estep 
Score: -10528809.000000 Penalty: 5421.011230
	Iteration 44Q: 3 clusters Score -1.052881e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -10528823.000000 Penalty: 5421.011230
	Iteration 45Q: 3 clusters Score -1.052882e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 54670 members 
Entering Unmasked Estep 
Score: -10528844.000000 Penalty: 5421.011230
	Iteration 46Q: 3 clusters Score -1.052884e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1096 members 
Mstep: Class 2 contains 54700 members 
Entering Unmasked Estep 
Score: -10528864.000000 Penalty: 5421.011230
	Iteration 47Q: 3 clusters Score -1.052886e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 54720 members 
Entering Unmasked Estep 
Score: -10528882.000000 Penalty: 5421.011230
	Iteration 48Q: 3 clusters Score -1.052888e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 54735 members 
Entering Unmasked Estep 
Score: -10528893.000000 Penalty: 5421.011230
	Iteration 49Q: 3 clusters Score -1.052889e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 54755 members 
Entering Unmasked Estep 
Score: -10528920.000000 Penalty: 5421.011230
	Iteration 50Q: 3 clusters Score -1.052892e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -10528928.000000 Penalty: 5421.011230
	Iteration 51Q: 3 clusters Score -1.052893e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 54794 members 
Entering Unmasked Estep 
Score: -10528941.000000 Penalty: 5421.011230
	Iteration 52Q: 3 clusters Score -1.052894e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 54806 members 
Entering Unmasked Estep 
Score: -10528947.000000 Penalty: 5421.011230
	Iteration 53Q: 3 clusters Score -1.052895e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 54817 members 
Entering Unmasked Estep 
Score: -10528970.000000 Penalty: 5421.011230
	Iteration 54Q: 3 clusters Score -1.052897e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 54829 members 
Entering Unmasked Estep 
Score: -10528957.000000 Penalty: 5421.011230
	Iteration 55Q: 3 clusters Score -1.052896e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 54842 members 
Entering Unmasked Estep 
Score: -10528975.000000 Penalty: 5421.011230
	Iteration 56Q: 3 clusters Score -1.052898e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 54856 members 
Entering Unmasked Estep 
Score: -10528983.000000 Penalty: 5421.011230
	Iteration 57Q: 3 clusters Score -1.052898e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 54867 members 
Entering Unmasked Estep 
Score: -10528984.000000 Penalty: 5421.011230
	Iteration 58Q: 3 clusters Score -1.052898e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 54877 members 
Entering Unmasked Estep 
Score: -10528993.000000 Penalty: 5421.011230
	Iteration 59Q: 3 clusters Score -1.052899e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 913 members 
Mstep: Class 2 contains 54883 members 
Entering Unmasked Estep 
Score: -10528999.000000 Penalty: 5421.011230
	Iteration 60F: 3 clusters Score -1.0529e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -10529010.000000 Penalty: 5421.011230
	Iteration 61Q: 3 clusters Score -1.052901e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 54901 members 
Entering Unmasked Estep 
Score: -10529019.000000 Penalty: 5421.011230
	Iteration 62Q: 3 clusters Score -1.052902e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -10529036.000000 Penalty: 5421.011230
	Iteration 63Q: 3 clusters Score -1.052904e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 54927 members 
Entering Unmasked Estep 
Score: -10529045.000000 Penalty: 5421.011230
	Iteration 64Q: 3 clusters Score -1.052904e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 54935 members 
Entering Unmasked Estep 
Score: -10529055.000000 Penalty: 5421.011230
	Iteration 65Q: 3 clusters Score -1.052906e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 54941 members 
Entering Unmasked Estep 
Score: -10529052.000000 Penalty: 5421.011230
	Iteration 66Q: 3 clusters Score -1.052905e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 54949 members 
Entering Unmasked Estep 
Score: -10529061.000000 Penalty: 5421.011230
	Iteration 67Q: 3 clusters Score -1.052906e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 843 members 
Mstep: Class 2 contains 54953 members 
Entering Unmasked Estep 
Score: -10529061.000000 Penalty: 5421.011230
	Iteration 68Q: 3 clusters Score -1.052906e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 54954 members 
Entering Unmasked Estep 
Score: -10529060.000000 Penalty: 5421.011230
	Iteration 69Q: 3 clusters Score -1.052906e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 54957 members 
Entering Unmasked Estep 
Score: -10529068.000000 Penalty: 5421.011230
	Iteration 70Q: 3 clusters Score -1.052907e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 54960 members 
Entering Unmasked Estep 
Score: -10529073.000000 Penalty: 5421.011230
	Iteration 71Q: 3 clusters Score -1.052907e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 54962 members 
Entering Unmasked Estep 
Score: -10529068.000000 Penalty: 5421.011230
	Iteration 72Q: 3 clusters Score -1.052907e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 54966 members 
Entering Unmasked Estep 
Score: -10529071.000000 Penalty: 5421.011230
	Iteration 73Q: 3 clusters Score -1.052907e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 54974 members 
Entering Unmasked Estep 
Score: -10529075.000000 Penalty: 5421.011230
	Iteration 74Q: 3 clusters Score -1.052908e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 54980 members 
Entering Unmasked Estep 
Score: -10529079.000000 Penalty: 5421.011230
	Iteration 75Q: 3 clusters Score -1.052908e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 54983 members 
Entering Unmasked Estep 
Score: -10529083.000000 Penalty: 5421.011230
	Iteration 76Q: 3 clusters Score -1.052908e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 54987 members 
Entering Unmasked Estep 
Score: -10529092.000000 Penalty: 5421.011230
	Iteration 77Q: 3 clusters Score -1.052909e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 54993 members 
Entering Unmasked Estep 
Score: -10529089.000000 Penalty: 5421.011230
	Iteration 78Q: 3 clusters Score -1.052909e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 55003 members 
Entering Unmasked Estep 
Score: -10529107.000000 Penalty: 5421.011230
	Iteration 79Q: 3 clusters Score -1.052911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 55009 members 
Entering Unmasked Estep 
Score: -10529111.000000 Penalty: 5421.011230
	Iteration 80F: 3 clusters Score -1.052911e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 55015 members 
Entering Unmasked Estep 
Score: -10529114.000000 Penalty: 5421.011230
	Iteration 81Q: 3 clusters Score -1.052911e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -10529125.000000 Penalty: 5421.011230
	Iteration 82Q: 3 clusters Score -1.052912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 55022 members 
Entering Unmasked Estep 
Score: -10529119.000000 Penalty: 5421.011230
	Iteration 83Q: 3 clusters Score -1.052912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 55026 members 
Entering Unmasked Estep 
Score: -10529120.000000 Penalty: 5421.011230
	Iteration 84Q: 3 clusters Score -1.052912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 55029 members 
Entering Unmasked Estep 
Score: -10529124.000000 Penalty: 5421.011230
	Iteration 85Q: 3 clusters Score -1.052912e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 55031 members 
Entering Unmasked Estep 
Score: -10529123.000000 Penalty: 5421.011230
	Iteration 86Q: 3 clusters Score -1.052912e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 55034 members 
Entering Unmasked Estep 
Score: -10529118.000000 Penalty: 5421.011230
	Iteration 87Q: 3 clusters Score -1.052912e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 55038 members 
Entering Unmasked Estep 
Score: -10529122.000000 Penalty: 5421.011230
	Iteration 88Q: 3 clusters Score -1.052912e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -10529133.000000 Penalty: 5421.011230
	Iteration 89Q: 3 clusters Score -1.052913e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 55047 members 
Entering Unmasked Estep 
Score: -10529136.000000 Penalty: 5421.011230
	Iteration 90Q: 3 clusters Score -1.052914e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 55055 members 
Entering Unmasked Estep 
Score: -10529129.000000 Penalty: 5421.011230
	Iteration 91Q: 3 clusters Score -1.052913e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 55059 members 
Entering Unmasked Estep 
Score: -10529146.000000 Penalty: 5421.011230
	Iteration 92Q: 3 clusters Score -1.052915e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 55065 members 
Entering Unmasked Estep 
Score: -10529149.000000 Penalty: 5421.011230
	Iteration 93Q: 3 clusters Score -1.052915e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 55068 members 
Entering Unmasked Estep 
Score: -10529155.000000 Penalty: 5421.011230
	Iteration 94Q: 3 clusters Score -1.052916e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 55072 members 
Entering Unmasked Estep 
Score: -10529168.000000 Penalty: 5421.011230
	Iteration 95Q: 3 clusters Score -1.052917e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 55075 members 
Entering Unmasked Estep 
Score: -10529181.000000 Penalty: 5421.011230
	Iteration 96Q: 3 clusters Score -1.052918e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -10529175.000000 Penalty: 5421.011230
	Iteration 97Q: 3 clusters Score -1.052918e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 55074 members 
Entering Unmasked Estep 
Score: -10529175.000000 Penalty: 5421.011230
	Iteration 98F: 3 clusters Score -1.052918e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (18950 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18950 members 
Entering Unmasked Estep 
Score: -3566248.750000 Penalty: 2442.690674
	Iteration 0F: 2 clusters Score -3566249 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 9391 members 
Entering Unmasked Estep 
Score: -3552790.250000 Penalty: 4885.381348
	Iteration 0F: 3 clusters Score -3552790 nChanged 8377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10030 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3557241.500000 Penalty: 4885.381348
	Iteration 1F: 3 clusters Score -3557242 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 8625 members 
Entering Unmasked Estep 
Score: -3557667.500000 Penalty: 4885.381348
	Iteration 2F: 3 clusters Score -3557668 nChanged 883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10690 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -3557976.500000 Penalty: 4885.381348
	Iteration 3Q: 3 clusters Score -3557976 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -3558270.500000 Penalty: 4885.381348
	Iteration 4Q: 3 clusters Score -3558270 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11754 members 
Mstep: Class 2 contains 7196 members 
Entering Unmasked Estep 
Score: -3558601.250000 Penalty: 4885.381348
	Iteration 5Q: 3 clusters Score -3558601 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12518 members 
Mstep: Class 2 contains 6432 members 
Entering Unmasked Estep 
Score: -3559028.500000 Penalty: 4885.381348
	Iteration 6Q: 3 clusters Score -3559028 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13446 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -3559645.250000 Penalty: 4885.381348
	Iteration 7F: 3 clusters Score -3559645 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -3560448.250000 Penalty: 4885.381348
	Iteration 8F: 3 clusters Score -3560448 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15678 members 
Mstep: Class 2 contains 3272 members 
Entering Unmasked Estep 
Score: -3561417.250000 Penalty: 4885.381348
	Iteration 9F: 3 clusters Score -3561417 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16703 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -3562344.750000 Penalty: 4885.381348
	Iteration 10F: 3 clusters Score -3562345 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 1476 members 
Entering Unmasked Estep 
Score: -3563045.500000 Penalty: 4885.381348
	Iteration 11Q: 3 clusters Score -3563046 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17966 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3563507.250000 Penalty: 4885.381348
	Iteration 12Q: 3 clusters Score -3563507 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18273 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -3563809.000000 Penalty: 4885.381348
	Iteration 13Q: 3 clusters Score -3563809 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18433 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -3563992.750000 Penalty: 4885.381348
	Iteration 14Q: 3 clusters Score -3563993 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18507 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3564084.750000 Penalty: 4885.381348
	Iteration 15Q: 3 clusters Score -3564085 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -3564151.500000 Penalty: 4885.381348
	Iteration 16Q: 3 clusters Score -3564152 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3564186.000000 Penalty: 4885.381348
	Iteration 17Q: 3 clusters Score -3564186 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18619 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3564211.250000 Penalty: 4885.381348
	Iteration 18Q: 3 clusters Score -3564211 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18632 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -3564228.750000 Penalty: 4885.381348
	Iteration 19Q: 3 clusters Score -3564229 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18647 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -3564242.250000 Penalty: 4885.381348
	Iteration 20F: 3 clusters Score -3564242 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -3564246.750000 Penalty: 4885.381348
	Iteration 21Q: 3 clusters Score -3564247 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -3564252.000000 Penalty: 4885.381348
	Iteration 22Q: 3 clusters Score -3564252 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3564255.750000 Penalty: 4885.381348
	Iteration 23Q: 3 clusters Score -3564256 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3564257.750000 Penalty: 4885.381348
	Iteration 24Q: 3 clusters Score -3564258 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -3564257.750000 Penalty: 4885.381348
	Iteration 25F: 3 clusters Score -3564258 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31916 members 
Entering Unmasked Estep 
Score: -6167512.000000 Penalty: 2571.974121
	Iteration 0F: 2 clusters Score -6167512 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15882 members 
Mstep: Class 2 contains 16034 members 
Entering Unmasked Estep 
Score: -6147317.500000 Penalty: 5143.948242
	Iteration 0F: 3 clusters Score -6147318 nChanged 14472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15496 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -6155131.000000 Penalty: 5143.948242
	Iteration 1F: 3 clusters Score -6155131 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15199 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -6155765.000000 Penalty: 5143.948242
	Iteration 2F: 3 clusters Score -6155765 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14821 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -6156351.000000 Penalty: 5143.948242
	Iteration 3Q: 3 clusters Score -6156351 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14288 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -6157033.000000 Penalty: 5143.948242
	Iteration 4Q: 3 clusters Score -6157033 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -6157647.500000 Penalty: 5143.948242
	Iteration 5Q: 3 clusters Score -6157648 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12729 members 
Mstep: Class 2 contains 19187 members 
Entering Unmasked Estep 
Score: -6158499.500000 Penalty: 5143.948242
	Iteration 6Q: 3 clusters Score -6158500 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11630 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -6159537.500000 Penalty: 5143.948242
	Iteration 7F: 3 clusters Score -6159538 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10390 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -6160699.500000 Penalty: 5143.948242
	Iteration 8F: 3 clusters Score -6160700 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9192 members 
Mstep: Class 2 contains 22724 members 
Entering Unmasked Estep 
Score: -6161893.500000 Penalty: 5143.948242
	Iteration 9F: 3 clusters Score -6161894 nChanged 1485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8123 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -6162844.000000 Penalty: 5143.948242
	Iteration 10Q: 3 clusters Score -6162844 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 24668 members 
Entering Unmasked Estep 
Score: -6163410.500000 Penalty: 5143.948242
	Iteration 11Q: 3 clusters Score -6163410 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6504 members 
Mstep: Class 2 contains 25412 members 
Entering Unmasked Estep 
Score: -6163837.500000 Penalty: 5143.948242
	Iteration 12Q: 3 clusters Score -6163838 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5831 members 
Mstep: Class 2 contains 26085 members 
Entering Unmasked Estep 
Score: -6164173.000000 Penalty: 5143.948242
	Iteration 13Q: 3 clusters Score -6164173 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5234 members 
Mstep: Class 2 contains 26682 members 
Entering Unmasked Estep 
Score: -6164448.000000 Penalty: 5143.948242
	Iteration 14Q: 3 clusters Score -6164448 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -6164648.500000 Penalty: 5143.948242
	Iteration 15Q: 3 clusters Score -6164648 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -6164810.000000 Penalty: 5143.948242
	Iteration 16Q: 3 clusters Score -6164810 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 28159 members 
Entering Unmasked Estep 
Score: -6164952.500000 Penalty: 5143.948242
	Iteration 17Q: 3 clusters Score -6164952 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3318 members 
Mstep: Class 2 contains 28598 members 
Entering Unmasked Estep 
Score: -6165065.500000 Penalty: 5143.948242
	Iteration 18Q: 3 clusters Score -6165066 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Mstep: Class 2 contains 29011 members 
Entering Unmasked Estep 
Score: -6165139.000000 Penalty: 5143.948242
	Iteration 19Q: 3 clusters Score -6165139 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2526 members 
Mstep: Class 2 contains 29390 members 
Entering Unmasked Estep 
Score: -6165217.000000 Penalty: 5143.948242
	Iteration 20F: 3 clusters Score -6165217 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -6165301.500000 Penalty: 5143.948242
	Iteration 21Q: 3 clusters Score -6165302 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 30034 members 
Entering Unmasked Estep 
Score: -6165380.000000 Penalty: 5143.948242
	Iteration 22Q: 3 clusters Score -6165380 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 30278 members 
Entering Unmasked Estep 
Score: -6165420.500000 Penalty: 5143.948242
	Iteration 23Q: 3 clusters Score -6165420 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1443 members 
Mstep: Class 2 contains 30473 members 
Entering Unmasked Estep 
Score: -6165440.500000 Penalty: 5143.948242
	Iteration 24Q: 3 clusters Score -6165440 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 30638 members 
Entering Unmasked Estep 
Score: -6165432.000000 Penalty: 5143.948242
	Iteration 25Q: 3 clusters Score -6165432 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 30760 members 
Entering Unmasked Estep 
Score: -6165464.500000 Penalty: 5143.948242
	Iteration 26Q: 3 clusters Score -6165464 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 30863 members 
Entering Unmasked Estep 
Score: -6165483.000000 Penalty: 5143.948242
	Iteration 27Q: 3 clusters Score -6165483 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 30934 members 
Entering Unmasked Estep 
Score: -6165496.000000 Penalty: 5143.948242
	Iteration 28Q: 3 clusters Score -6165496 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 30981 members 
Entering Unmasked Estep 
Score: -6165516.000000 Penalty: 5143.948242
	Iteration 29Q: 3 clusters Score -6165516 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 31023 members 
Entering Unmasked Estep 
Score: -6165525.000000 Penalty: 5143.948242
	Iteration 30Q: 3 clusters Score -6165525 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 31060 members 
Entering Unmasked Estep 
Score: -6165527.500000 Penalty: 5143.948242
	Iteration 31Q: 3 clusters Score -6165528 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 31089 members 
Entering Unmasked Estep 
Score: -6165535.000000 Penalty: 5143.948242
	Iteration 32Q: 3 clusters Score -6165535 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -6165527.500000 Penalty: 5143.948242
	Iteration 33Q: 3 clusters Score -6165528 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 31126 members 
Entering Unmasked Estep 
Score: -6165517.500000 Penalty: 5143.948242
	Iteration 34Q: 3 clusters Score -6165518 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 31140 members 
Entering Unmasked Estep 
Score: -6165525.000000 Penalty: 5143.948242
	Iteration 35Q: 3 clusters Score -6165525 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 31151 members 
Entering Unmasked Estep 
Score: -6165525.000000 Penalty: 5143.948242
	Iteration 36Q: 3 clusters Score -6165525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 31160 members 
Entering Unmasked Estep 
Score: -6165531.000000 Penalty: 5143.948242
	Iteration 37Q: 3 clusters Score -6165531 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 31173 members 
Entering Unmasked Estep 
Score: -6165527.000000 Penalty: 5143.948242
	Iteration 38Q: 3 clusters Score -6165527 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 31183 members 
Entering Unmasked Estep 
Score: -6165523.500000 Penalty: 5143.948242
	Iteration 39Q: 3 clusters Score -6165524 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -6165523.000000 Penalty: 5143.948242
	Iteration 40F: 3 clusters Score -6165523 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 31189 members 
Entering Unmasked Estep 
Score: -6165521.500000 Penalty: 5143.948242
	Iteration 41Q: 3 clusters Score -6165522 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 31191 members 
Entering Unmasked Estep 
Score: -6165524.000000 Penalty: 5143.948242
	Iteration 42Q: 3 clusters Score -6165524 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 31192 members 
Entering Unmasked Estep 
Score: -6165525.000000 Penalty: 5143.948242
	Iteration 43Q: 3 clusters Score -6165525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 31194 members 
Entering Unmasked Estep 
Score: -6165523.500000 Penalty: 5143.948242
	Iteration 44Q: 3 clusters Score -6165524 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 31195 members 
Entering Unmasked Estep 
Score: -6165527.000000 Penalty: 5143.948242
	Iteration 45Q: 3 clusters Score -6165527 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 31197 members 
Entering Unmasked Estep 
Score: -6165525.500000 Penalty: 5143.948242
	Iteration 46Q: 3 clusters Score -6165526 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -6165530.500000 Penalty: 5143.948242
	Iteration 47Q: 3 clusters Score -6165530 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 31202 members 
Entering Unmasked Estep 
Score: -6165537.500000 Penalty: 5143.948242
	Iteration 48Q: 3 clusters Score -6165538 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 31205 members 
Entering Unmasked Estep 
Score: -6165536.000000 Penalty: 5143.948242
	Iteration 49Q: 3 clusters Score -6165536 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 31210 members 
Entering Unmasked Estep 
Score: -6165537.000000 Penalty: 5143.948242
	Iteration 50Q: 3 clusters Score -6165537 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -6165540.500000 Penalty: 5143.948242
	Iteration 51Q: 3 clusters Score -6165540 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -6165539.000000 Penalty: 5143.948242
	Iteration 52Q: 3 clusters Score -6165539 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 31216 members 
Entering Unmasked Estep 
Score: -6165547.000000 Penalty: 5143.948242
	Iteration 53Q: 3 clusters Score -6165547 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 31217 members 
Entering Unmasked Estep 
Score: -6165543.500000 Penalty: 5143.948242
	Iteration 54Q: 3 clusters Score -6165544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 31219 members 
Entering Unmasked Estep 
Score: -6165545.000000 Penalty: 5143.948242
	Iteration 55Q: 3 clusters Score -6165545 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -6165545.000000 Penalty: 5143.948242
	Iteration 56Q: 3 clusters Score -6165545 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 31221 members 
Entering Unmasked Estep 
Score: -6165545.000000 Penalty: 5143.948242
	Iteration 57F: 3 clusters Score -6165545 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60609 members 
Entering Unmasked Estep 
Score: -10978654.000000 Penalty: 2731.025146
	Iteration 0F: 2 clusters Score -1.097865e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30318 members 
Mstep: Class 2 contains 30291 members 
Entering Unmasked Estep 
Score: -10939323.000000 Penalty: 5462.050293
	Iteration 0F: 3 clusters Score -1.093932e+07 nChanged 28357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30641 members 
Mstep: Class 2 contains 29968 members 
Entering Unmasked Estep 
Score: -10955000.000000 Penalty: 5462.050293
	Iteration 1F: 3 clusters Score -1.0955e+07 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30826 members 
Mstep: Class 2 contains 29783 members 
Entering Unmasked Estep 
Score: -10955480.000000 Penalty: 5462.050293
	Iteration 2Q: 3 clusters Score -1.095548e+07 nChanged 2076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31114 members 
Mstep: Class 2 contains 29495 members 
Entering Unmasked Estep 
Score: -10955993.000000 Penalty: 5462.050293
	Iteration 3Q: 3 clusters Score -1.095599e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 29069 members 
Entering Unmasked Estep 
Score: -10956540.000000 Penalty: 5462.050293
	Iteration 4Q: 3 clusters Score -1.095654e+07 nChanged 2056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32162 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -10957016.000000 Penalty: 5462.050293
	Iteration 5Q: 3 clusters Score -1.095702e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33020 members 
Mstep: Class 2 contains 27589 members 
Entering Unmasked Estep 
Score: -10957812.000000 Penalty: 5462.050293
	Iteration 6Q: 3 clusters Score -1.095781e+07 nChanged 2360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34120 members 
Mstep: Class 2 contains 26489 members 
Entering Unmasked Estep 
Score: -10958723.000000 Penalty: 5462.050293
	Iteration 7Q: 3 clusters Score -1.095872e+07 nChanged 2563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35511 members 
Mstep: Class 2 contains 25098 members 
Entering Unmasked Estep 
Score: -10959896.000000 Penalty: 5462.050293
	Iteration 8Q: 3 clusters Score -1.09599e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37221 members 
Mstep: Class 2 contains 23388 members 
Entering Unmasked Estep 
Score: -10961469.000000 Penalty: 5462.050293
	Iteration 9Q: 3 clusters Score -1.096147e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39215 members 
Mstep: Class 2 contains 21394 members 
Entering Unmasked Estep 
Score: -10963348.000000 Penalty: 5462.050293
	Iteration 10Q: 3 clusters Score -1.096335e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41271 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -10965391.000000 Penalty: 5462.050293
	Iteration 11F: 3 clusters Score -1.096539e+07 nChanged 3016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43223 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -10967188.000000 Penalty: 5462.050293
	Iteration 12Q: 3 clusters Score -1.096719e+07 nChanged 2631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44958 members 
Mstep: Class 2 contains 15651 members 
Entering Unmasked Estep 
Score: -10968516.000000 Penalty: 5462.050293
	Iteration 13Q: 3 clusters Score -1.096852e+07 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46509 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
Score: -10969493.000000 Penalty: 5462.050293
	Iteration 14Q: 3 clusters Score -1.096949e+07 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47939 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -10970282.000000 Penalty: 5462.050293
	Iteration 15Q: 3 clusters Score -1.097028e+07 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49271 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -10970907.000000 Penalty: 5462.050293
	Iteration 16Q: 3 clusters Score -1.097091e+07 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50516 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -10971401.000000 Penalty: 5462.050293
	Iteration 17Q: 3 clusters Score -1.09714e+07 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51672 members 
Mstep: Class 2 contains 8937 members 
Entering Unmasked Estep 
Score: -10971898.000000 Penalty: 5462.050293
	Iteration 18Q: 3 clusters Score -1.09719e+07 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52759 members 
Mstep: Class 2 contains 7850 members 
Entering Unmasked Estep 
Score: -10972292.000000 Penalty: 5462.050293
	Iteration 19Q: 3 clusters Score -1.097229e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53782 members 
Mstep: Class 2 contains 6827 members 
Entering Unmasked Estep 
Score: -10972769.000000 Penalty: 5462.050293
	Iteration 20F: 3 clusters Score -1.097277e+07 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54695 members 
Mstep: Class 2 contains 5914 members 
Entering Unmasked Estep 
Score: -10973224.000000 Penalty: 5462.050293
	Iteration 21Q: 3 clusters Score -1.097322e+07 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55509 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -10973626.000000 Penalty: 5462.050293
	Iteration 22Q: 3 clusters Score -1.097363e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56260 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -10973987.000000 Penalty: 5462.050293
	Iteration 23Q: 3 clusters Score -1.097399e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56927 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -10974346.000000 Penalty: 5462.050293
	Iteration 24Q: 3 clusters Score -1.097435e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57515 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
Score: -10974692.000000 Penalty: 5462.050293
	Iteration 25Q: 3 clusters Score -1.097469e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57981 members 
Mstep: Class 2 contains 2628 members 
Entering Unmasked Estep 
Score: -10974979.000000 Penalty: 5462.050293
	Iteration 26Q: 3 clusters Score -1.097498e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58387 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -10975187.000000 Penalty: 5462.050293
	Iteration 27Q: 3 clusters Score -1.097519e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58700 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -10975357.000000 Penalty: 5462.050293
	Iteration 28Q: 3 clusters Score -1.097536e+07 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59001 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -10975517.000000 Penalty: 5462.050293
	Iteration 29Q: 3 clusters Score -1.097552e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59245 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -10975693.000000 Penalty: 5462.050293
	Iteration 30Q: 3 clusters Score -1.097569e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59435 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -10975816.000000 Penalty: 5462.050293
	Iteration 31Q: 3 clusters Score -1.097582e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59576 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -10975877.000000 Penalty: 5462.050293
	Iteration 32Q: 3 clusters Score -1.097588e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59681 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -10975994.000000 Penalty: 5462.050293
	Iteration 33Q: 3 clusters Score -1.097599e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59753 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10976055.000000 Penalty: 5462.050293
	Iteration 34Q: 3 clusters Score -1.097606e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59816 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -10976087.000000 Penalty: 5462.050293
	Iteration 35Q: 3 clusters Score -1.097609e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59862 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -10976113.000000 Penalty: 5462.050293
	Iteration 36Q: 3 clusters Score -1.097611e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59893 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10976135.000000 Penalty: 5462.050293
	Iteration 37Q: 3 clusters Score -1.097614e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59919 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -10976147.000000 Penalty: 5462.050293
	Iteration 38Q: 3 clusters Score -1.097615e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59942 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10976164.000000 Penalty: 5462.050293
	Iteration 39Q: 3 clusters Score -1.097616e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59956 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -10976168.000000 Penalty: 5462.050293
	Iteration 40F: 3 clusters Score -1.097617e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59965 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -10976185.000000 Penalty: 5462.050293
	Iteration 41Q: 3 clusters Score -1.097618e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59975 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -10976187.000000 Penalty: 5462.050293
	Iteration 42Q: 3 clusters Score -1.097619e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59984 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -10976194.000000 Penalty: 5462.050293
	Iteration 43Q: 3 clusters Score -1.097619e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59989 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10976201.000000 Penalty: 5462.050293
	Iteration 44Q: 3 clusters Score -1.09762e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59993 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -10976194.000000 Penalty: 5462.050293
	Iteration 45Q: 3 clusters Score -1.097619e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -10976199.000000 Penalty: 5462.050293
	Iteration 46Q: 3 clusters Score -1.09762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59997 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -10976199.000000 Penalty: 5462.050293
	Iteration 47Q: 3 clusters Score -1.09762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59998 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10976202.000000 Penalty: 5462.050293
	Iteration 48Q: 3 clusters Score -1.09762e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59999 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10976205.000000 Penalty: 5462.050293
	Iteration 49Q: 3 clusters Score -1.09762e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60003 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -10976197.000000 Penalty: 5462.050293
	Iteration 50Q: 3 clusters Score -1.09762e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -10976202.000000 Penalty: 5462.050293
	Iteration 51Q: 3 clusters Score -1.09762e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60017 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10976215.000000 Penalty: 5462.050293
	Iteration 52Q: 3 clusters Score -1.097622e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60021 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -10976219.000000 Penalty: 5462.050293
	Iteration 53Q: 3 clusters Score -1.097622e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60023 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10976220.000000 Penalty: 5462.050293
	Iteration 54Q: 3 clusters Score -1.097622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60024 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -10976222.000000 Penalty: 5462.050293
	Iteration 55Q: 3 clusters Score -1.097622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60025 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -10976224.000000 Penalty: 5462.050293
	Iteration 56Q: 3 clusters Score -1.097622e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10976229.000000 Penalty: 5462.050293
	Iteration 57Q: 3 clusters Score -1.097623e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60026 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10976229.000000 Penalty: 5462.050293
	Iteration 58F: 3 clusters Score -1.097623e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (520 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Entering Unmasked Estep 
Score: -94113.656250 Penalty: 1550.949585
	Iteration 0F: 2 clusters Score -94113.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -92617.664062 Penalty: 3101.899170
	Iteration 0F: 3 clusters Score -92617.66 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -92860.875000 Penalty: 3101.899170
	Iteration 1F: 3 clusters Score -92860.88 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -92937.890625 Penalty: 3101.899170
	Iteration 2Q: 3 clusters Score -92937.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -92989.781250 Penalty: 3101.899170
	Iteration 3Q: 3 clusters Score -92989.78 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -93027.789062 Penalty: 3101.899170
	Iteration 4Q: 3 clusters Score -93027.79 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -93077.234375 Penalty: 3101.899170
	Iteration 5Q: 3 clusters Score -93077.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -93134.820312 Penalty: 3101.899170
	Iteration 6Q: 3 clusters Score -93134.82 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -93191.539062 Penalty: 3101.899170
	Iteration 7Q: 3 clusters Score -93191.54 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -93271.546875 Penalty: 3101.899170
	Iteration 8Q: 3 clusters Score -93271.55 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -93406.882812 Penalty: 3101.899170
	Iteration 9Q: 3 clusters Score -93406.88 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -93473.953125 Penalty: 3101.899170
	Iteration 10Q: 3 clusters Score -93473.95 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 180 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -93531.976562 Penalty: 3101.899170
	Iteration 11Q: 3 clusters Score -93531.98 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -93577.210938 Penalty: 3101.899170
	Iteration 12Q: 3 clusters Score -93577.21 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -93634.914062 Penalty: 3101.899170
	Iteration 13Q: 3 clusters Score -93634.91 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -93696.898438 Penalty: 3101.899170
	Iteration 14Q: 3 clusters Score -93696.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -93703.953125 Penalty: 3101.899170
	Iteration 15Q: 3 clusters Score -93703.95 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -93719.085938 Penalty: 3101.899170
	Iteration 16Q: 3 clusters Score -93719.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -93727.015625 Penalty: 3101.899170
	Iteration 17Q: 3 clusters Score -93727.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -93738.742188 Penalty: 3101.899170
	Iteration 18Q: 3 clusters Score -93738.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93739.835938 Penalty: 3101.899170
	Iteration 19Q: 3 clusters Score -93739.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -93758.218750 Penalty: 3101.899170
	Iteration 20F: 3 clusters Score -93758.22 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93809.937500 Penalty: 3101.899170
	Iteration 21Q: 3 clusters Score -93809.94 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -93817.617188 Penalty: 3101.899170
	Iteration 22Q: 3 clusters Score -93817.62 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93839.875000 Penalty: 3101.899170
	Iteration 23Q: 3 clusters Score -93839.88 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -93839.875000 Penalty: 3101.899170
	Iteration 24F: 3 clusters Score -93839.88 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (42157 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Entering Unmasked Estep 
Score: -8516849.000000 Penalty: 2640.990479
	Iteration 0F: 2 clusters Score -8516849 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21006 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -8502550.000000 Penalty: 5281.980957
	Iteration 0F: 3 clusters Score -8502550 nChanged 19270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -8513057.000000 Penalty: 5281.980957
	Iteration 1F: 3 clusters Score -8513057 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20534 members 
Mstep: Class 2 contains 21623 members 
Entering Unmasked Estep 
Score: -8513518.000000 Penalty: 5281.980957
	Iteration 2Q: 3 clusters Score -8513518 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 21968 members 
Entering Unmasked Estep 
Score: -8513943.000000 Penalty: 5281.980957
	Iteration 3Q: 3 clusters Score -8513943 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19816 members 
Mstep: Class 2 contains 22341 members 
Entering Unmasked Estep 
Score: -8514293.000000 Penalty: 5281.980957
	Iteration 4Q: 3 clusters Score -8514293 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19392 members 
Mstep: Class 2 contains 22765 members 
Entering Unmasked Estep 
Score: -8514761.000000 Penalty: 5281.980957
	Iteration 5Q: 3 clusters Score -8514761 nChanged 1771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19001 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8515265.000000 Penalty: 5281.980957
	Iteration 6Q: 3 clusters Score -8515265 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18608 members 
Mstep: Class 2 contains 23549 members 
Entering Unmasked Estep 
Score: -8515966.000000 Penalty: 5281.980957
	Iteration 7Q: 3 clusters Score -8515966 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 23847 members 
Entering Unmasked Estep 
Score: -8516906.000000 Penalty: 5281.980957
	Iteration 8Q: 3 clusters Score -8516906 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 23878 members 
Entering Unmasked Estep 
Score: -8518258.000000 Penalty: 5281.980957
	Iteration 9F: 3 clusters Score -8518258 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18551 members 
Mstep: Class 2 contains 23606 members 
Entering Unmasked Estep 
Score: -8519597.000000 Penalty: 5281.980957
	Iteration 10F: 3 clusters Score -8519597 nChanged 2090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 23086 members 
Entering Unmasked Estep 
Score: -8520528.000000 Penalty: 5281.980957
	Iteration 11Q: 3 clusters Score -8520528 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19657 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -8521000.000000 Penalty: 5281.980957
	Iteration 12Q: 3 clusters Score -8521000 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20179 members 
Mstep: Class 2 contains 21978 members 
Entering Unmasked Estep 
Score: -8521192.000000 Penalty: 5281.980957
	Iteration 13Q: 3 clusters Score -8521192 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20630 members 
Mstep: Class 2 contains 21527 members 
Entering Unmasked Estep 
Score: -8521269.000000 Penalty: 5281.980957
	Iteration 14Q: 3 clusters Score -8521269 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21062 members 
Mstep: Class 2 contains 21095 members 
Entering Unmasked Estep 
Score: -8521369.000000 Penalty: 5281.980957
	Iteration 15Q: 3 clusters Score -8521369 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21509 members 
Mstep: Class 2 contains 20648 members 
Entering Unmasked Estep 
Score: -8521475.000000 Penalty: 5281.980957
	Iteration 16Q: 3 clusters Score -8521475 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21964 members 
Mstep: Class 2 contains 20193 members 
Entering Unmasked Estep 
Score: -8521544.000000 Penalty: 5281.980957
	Iteration 17Q: 3 clusters Score -8521544 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22400 members 
Mstep: Class 2 contains 19757 members 
Entering Unmasked Estep 
Score: -8521624.000000 Penalty: 5281.980957
	Iteration 18Q: 3 clusters Score -8521624 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22826 members 
Mstep: Class 2 contains 19331 members 
Entering Unmasked Estep 
Score: -8521722.000000 Penalty: 5281.980957
	Iteration 19Q: 3 clusters Score -8521722 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23246 members 
Mstep: Class 2 contains 18911 members 
Entering Unmasked Estep 
Score: -8521733.000000 Penalty: 5281.980957
	Iteration 20F: 3 clusters Score -8521733 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23659 members 
Mstep: Class 2 contains 18498 members 
Entering Unmasked Estep 
Score: -8521828.000000 Penalty: 5281.980957
	Iteration 21Q: 3 clusters Score -8521828 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24015 members 
Mstep: Class 2 contains 18142 members 
Entering Unmasked Estep 
Score: -8521883.000000 Penalty: 5281.980957
	Iteration 22Q: 3 clusters Score -8521883 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24382 members 
Mstep: Class 2 contains 17775 members 
Entering Unmasked Estep 
Score: -8521957.000000 Penalty: 5281.980957
	Iteration 23Q: 3 clusters Score -8521957 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24732 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -8522025.000000 Penalty: 5281.980957
	Iteration 24Q: 3 clusters Score -8522025 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24968 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -8522117.000000 Penalty: 5281.980957
	Iteration 25Q: 3 clusters Score -8522117 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -8522188.000000 Penalty: 5281.980957
	Iteration 26Q: 3 clusters Score -8522188 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25163 members 
Mstep: Class 2 contains 16994 members 
Entering Unmasked Estep 
Score: -8522263.000000 Penalty: 5281.980957
	Iteration 27Q: 3 clusters Score -8522263 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25144 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -8522341.000000 Penalty: 5281.980957
	Iteration 28Q: 3 clusters Score -8522341 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25038 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -8522446.000000 Penalty: 5281.980957
	Iteration 29Q: 3 clusters Score -8522446 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24850 members 
Mstep: Class 2 contains 17307 members 
Entering Unmasked Estep 
Score: -8522534.000000 Penalty: 5281.980957
	Iteration 30Q: 3 clusters Score -8522534 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24524 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -8522653.000000 Penalty: 5281.980957
	Iteration 31Q: 3 clusters Score -8522653 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24147 members 
Mstep: Class 2 contains 18010 members 
Entering Unmasked Estep 
Score: -8522749.000000 Penalty: 5281.980957
	Iteration 32Q: 3 clusters Score -8522749 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23701 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -8522873.000000 Penalty: 5281.980957
	Iteration 33Q: 3 clusters Score -8522873 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -8523025.000000 Penalty: 5281.980957
	Iteration 34Q: 3 clusters Score -8523025 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22535 members 
Mstep: Class 2 contains 19622 members 
Entering Unmasked Estep 
Score: -8523118.000000 Penalty: 5281.980957
	Iteration 35Q: 3 clusters Score -8523118 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 20265 members 
Entering Unmasked Estep 
Score: -8523221.000000 Penalty: 5281.980957
	Iteration 36Q: 3 clusters Score -8523221 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21173 members 
Mstep: Class 2 contains 20984 members 
Entering Unmasked Estep 
Score: -8523296.000000 Penalty: 5281.980957
	Iteration 37Q: 3 clusters Score -8523296 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20451 members 
Mstep: Class 2 contains 21706 members 
Entering Unmasked Estep 
Score: -8523361.000000 Penalty: 5281.980957
	Iteration 38Q: 3 clusters Score -8523361 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 22406 members 
Entering Unmasked Estep 
Score: -8523437.000000 Penalty: 5281.980957
	Iteration 39Q: 3 clusters Score -8523437 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19066 members 
Mstep: Class 2 contains 23091 members 
Entering Unmasked Estep 
Score: -8523389.000000 Penalty: 5281.980957
	Iteration 40F: 3 clusters Score -8523389 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18446 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -8523344.000000 Penalty: 5281.980957
	Iteration 41Q: 3 clusters Score -8523344 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17926 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -8523314.000000 Penalty: 5281.980957
	Iteration 42Q: 3 clusters Score -8523314 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17427 members 
Mstep: Class 2 contains 24730 members 
Entering Unmasked Estep 
Score: -8523321.000000 Penalty: 5281.980957
	Iteration 43Q: 3 clusters Score -8523321 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17047 members 
Mstep: Class 2 contains 25110 members 
Entering Unmasked Estep 
Score: -8523296.000000 Penalty: 5281.980957
	Iteration 44Q: 3 clusters Score -8523296 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16724 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -8523246.000000 Penalty: 5281.980957
	Iteration 45Q: 3 clusters Score -8523246 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16419 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -8523201.000000 Penalty: 5281.980957
	Iteration 46Q: 3 clusters Score -8523201 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 26037 members 
Entering Unmasked Estep 
Score: -8523237.000000 Penalty: 5281.980957
	Iteration 47Q: 3 clusters Score -8523237 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15854 members 
Mstep: Class 2 contains 26303 members 
Entering Unmasked Estep 
Score: -8523240.000000 Penalty: 5281.980957
	Iteration 48Q: 3 clusters Score -8523240 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15630 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -8523218.000000 Penalty: 5281.980957
	Iteration 49Q: 3 clusters Score -8523218 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15419 members 
Mstep: Class 2 contains 26738 members 
Entering Unmasked Estep 
Score: -8523164.000000 Penalty: 5281.980957
	Iteration 50Q: 3 clusters Score -8523164 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15185 members 
Mstep: Class 2 contains 26972 members 
Entering Unmasked Estep 
Score: -8523135.000000 Penalty: 5281.980957
	Iteration 51Q: 3 clusters Score -8523135 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14957 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -8523090.000000 Penalty: 5281.980957
	Iteration 52Q: 3 clusters Score -8523090 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -8523025.000000 Penalty: 5281.980957
	Iteration 53Q: 3 clusters Score -8523025 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 27685 members 
Entering Unmasked Estep 
Score: -8522963.000000 Penalty: 5281.980957
	Iteration 54Q: 3 clusters Score -8522963 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14219 members 
Mstep: Class 2 contains 27938 members 
Entering Unmasked Estep 
Score: -8522887.000000 Penalty: 5281.980957
	Iteration 55Q: 3 clusters Score -8522887 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13933 members 
Mstep: Class 2 contains 28224 members 
Entering Unmasked Estep 
Score: -8522774.000000 Penalty: 5281.980957
	Iteration 56Q: 3 clusters Score -8522774 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13653 members 
Mstep: Class 2 contains 28504 members 
Entering Unmasked Estep 
Score: -8522639.000000 Penalty: 5281.980957
	Iteration 57Q: 3 clusters Score -8522639 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 28767 members 
Entering Unmasked Estep 
Score: -8522540.000000 Penalty: 5281.980957
	Iteration 58Q: 3 clusters Score -8522540 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13137 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -8522435.000000 Penalty: 5281.980957
	Iteration 59Q: 3 clusters Score -8522435 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -8522342.000000 Penalty: 5281.980957
	Iteration 60F: 3 clusters Score -8522342 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 29381 members 
Entering Unmasked Estep 
Score: -8522272.000000 Penalty: 5281.980957
	Iteration 61Q: 3 clusters Score -8522272 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 29524 members 
Entering Unmasked Estep 
Score: -8522163.000000 Penalty: 5281.980957
	Iteration 62Q: 3 clusters Score -8522163 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 29650 members 
Entering Unmasked Estep 
Score: -8522094.000000 Penalty: 5281.980957
	Iteration 63Q: 3 clusters Score -8522094 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 29770 members 
Entering Unmasked Estep 
Score: -8522033.000000 Penalty: 5281.980957
	Iteration 64Q: 3 clusters Score -8522033 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12253 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -8521955.000000 Penalty: 5281.980957
	Iteration 65Q: 3 clusters Score -8521955 nChanged 197
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12136 members 
Mstep: Class 2 contains 30021 members 
Entering Unmasked Estep 
Score: -8521898.000000 Penalty: 5281.980957
	Iteration 66Q: 3 clusters Score -8521898 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12067 members 
Mstep: Class 2 contains 30090 members 
Entering Unmasked Estep 
Score: -8521832.000000 Penalty: 5281.980957
	Iteration 67Q: 3 clusters Score -8521832 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12002 members 
Mstep: Class 2 contains 30155 members 
Entering Unmasked Estep 
Score: -8521756.000000 Penalty: 5281.980957
	Iteration 68Q: 3 clusters Score -8521756 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 30223 members 
Entering Unmasked Estep 
Score: -8521719.000000 Penalty: 5281.980957
	Iteration 69Q: 3 clusters Score -8521719 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11871 members 
Mstep: Class 2 contains 30286 members 
Entering Unmasked Estep 
Score: -8521670.000000 Penalty: 5281.980957
	Iteration 70Q: 3 clusters Score -8521670 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11832 members 
Mstep: Class 2 contains 30325 members 
Entering Unmasked Estep 
Score: -8521634.000000 Penalty: 5281.980957
	Iteration 71Q: 3 clusters Score -8521634 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 30340 members 
Entering Unmasked Estep 
Score: -8521633.000000 Penalty: 5281.980957
	Iteration 72Q: 3 clusters Score -8521633 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11792 members 
Mstep: Class 2 contains 30365 members 
Entering Unmasked Estep 
Score: -8521623.000000 Penalty: 5281.980957
	Iteration 73Q: 3 clusters Score -8521623 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -8521593.000000 Penalty: 5281.980957
	Iteration 74Q: 3 clusters Score -8521593 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11788 members 
Mstep: Class 2 contains 30369 members 
Entering Unmasked Estep 
Score: -8521561.000000 Penalty: 5281.980957
	Iteration 75Q: 3 clusters Score -8521561 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11785 members 
Mstep: Class 2 contains 30372 members 
Entering Unmasked Estep 
Score: -8521552.000000 Penalty: 5281.980957
	Iteration 76Q: 3 clusters Score -8521552 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 30370 members 
Entering Unmasked Estep 
Score: -8521541.000000 Penalty: 5281.980957
	Iteration 77Q: 3 clusters Score -8521541 nChanged 94
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Mstep: Class 1 contains 11793 members 
Mstep: Class 2 contains 30364 members 
Entering Unmasked Estep 
Score: -8521531.000000 Penalty: 5281.980957
	Iteration 78Q: 3 clusters Score -8521531 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11825 members 
Mstep: Class 2 contains 30332 members 
Entering Unmasked Estep 
Score: -8521530.000000 Penalty: 5281.980957
	Iteration 79Q: 3 clusters Score -8521530 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 30298 members 
Entering Unmasked Estep 
Score: -8521508.000000 Penalty: 5281.980957
	Iteration 80F: 3 clusters Score -8521508 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 30273 members 
Entering Unmasked Estep 
Score: -8521491.000000 Penalty: 5281.980957
	Iteration 81Q: 3 clusters Score -8521491 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11909 members 
Mstep: Class 2 contains 30248 members 
Entering Unmasked Estep 
Score: -8521487.000000 Penalty: 5281.980957
	Iteration 82Q: 3 clusters Score -8521487 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11941 members 
Mstep: Class 2 contains 30216 members 
Entering Unmasked Estep 
Score: -8521480.000000 Penalty: 5281.980957
	Iteration 83Q: 3 clusters Score -8521480 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11979 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -8521473.000000 Penalty: 5281.980957
	Iteration 84Q: 3 clusters Score -8521473 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 30124 members 
Entering Unmasked Estep 
Score: -8521467.000000 Penalty: 5281.980957
	Iteration 85Q: 3 clusters Score -8521467 nChanged 91
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -8521489.000000 Penalty: 5281.980957
	Iteration 86Q: 3 clusters Score -8521489 nChanged 83
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Mstep: Class 1 contains 12141 members 
Mstep: Class 2 contains 30016 members 
Entering Unmasked Estep 
Score: -8521497.000000 Penalty: 5281.980957
	Iteration 87Q: 3 clusters Score -8521497 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12193 members 
Mstep: Class 2 contains 29964 members 
Entering Unmasked Estep 
Score: -8521520.000000 Penalty: 5281.980957
	Iteration 88Q: 3 clusters Score -8521520 nChanged 84
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Mstep: Class 1 contains 12249 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -8521554.000000 Penalty: 5281.980957
	Iteration 89Q: 3 clusters Score -8521554 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12311 members 
Mstep: Class 2 contains 29846 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8521554 nChanged 83
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 29785 members 
Entering Unmasked Estep 
Score: -8521532.000000 Penalty: 5281.980957
	Iteration 91Q: 3 clusters Score -8521532 nChanged 65
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12413 members 
Mstep: Class 2 contains 29744 members 
Entering Unmasked Estep 
Score: -8521539.000000 Penalty: 5281.980957
	Iteration 92Q: 3 clusters Score -8521539 nChanged 57
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 29703 members 
Entering Unmasked Estep 
Score: -8521540.000000 Penalty: 5281.980957
	Iteration 93Q: 3 clusters Score -8521540 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 29668 members 
Entering Unmasked Estep 
Score: -8521551.000000 Penalty: 5281.980957
	Iteration 94Q: 3 clusters Score -8521551 nChanged 72
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Mstep: Class 1 contains 12537 members 
Mstep: Class 2 contains 29620 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8521573 nChanged 59
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12574 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -8521566.000000 Penalty: 5281.980957
	Iteration 96Q: 3 clusters Score -8521566 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -8521575.000000 Penalty: 5281.980957
	Iteration 97Q: 3 clusters Score -8521575 nChanged 39
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Mstep: Class 2 contains 29522 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8521568 nChanged 32
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Mstep: Class 1 contains 12657 members 
Mstep: Class 2 contains 29500 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8521574 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8521569 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 2 contains 29452 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 12725 members 
Mstep: Class 2 contains 29432 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8521570 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8521569 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12761 members 
Mstep: Class 2 contains 29396 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8521594 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12781 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -8521618 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 29356 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8521613 nChanged 25
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Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 29333 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -8521633 nChanged 29
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Mstep: Class 1 contains 12851 members 
Mstep: Class 2 contains 29306 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -8521639 nChanged 21
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Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 29287 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -8521654 nChanged 33
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Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 29258 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -8521652 nChanged 39
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Mstep: Class 1 contains 12928 members 
Mstep: Class 2 contains 29229 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -8521661 nChanged 31
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Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -8521681 nChanged 27
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Mstep: Class 1 contains 12974 members 
Mstep: Class 2 contains 29183 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -8521664 nChanged 38
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Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 29151 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -8521663 nChanged 40
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Mstep: Class 1 contains 13034 members 
Mstep: Class 2 contains 29123 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -8521679 nChanged 29
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Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -8521689 nChanged 42
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Mstep: Class 1 contains 13097 members 
Mstep: Class 2 contains 29060 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -8521675 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13141 members 
Mstep: Class 2 contains 29016 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -8521670 nChanged 62
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Mstep: Class 1 contains 13197 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -8521676 nChanged 74
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Mstep: Class 1 contains 13251 members 
Mstep: Class 2 contains 28906 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -8521671 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 13308 members 
Mstep: Class 2 contains 28849 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -8521678 nChanged 49
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Mstep: Class 1 contains 13357 members 
Mstep: Class 2 contains 28800 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8521680 nChanged 62
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Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 28740 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -8521676 nChanged 52
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Mstep: Class 1 contains 13457 members 
Mstep: Class 2 contains 28700 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -8521685 nChanged 60
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Mstep: Class 1 contains 13511 members 
Mstep: Class 2 contains 28646 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -8521685 nChanged 46
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Mstep: Class 1 contains 13555 members 
Mstep: Class 2 contains 28602 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -8521684 nChanged 54
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Mstep: Class 1 contains 13603 members 
Mstep: Class 2 contains 28554 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -8521676 nChanged 60
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Mstep: Class 1 contains 13659 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -8521680 nChanged 69
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Mstep: Class 1 contains 13710 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -8521695 nChanged 73
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Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -8521705 nChanged 79
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Mstep: Class 1 contains 13840 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -8521733 nChanged 78
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Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -8521750 nChanged 75
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Mstep: Class 1 contains 13977 members 
Mstep: Class 2 contains 28180 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -8521779 nChanged 79
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Mstep: Class 1 contains 14052 members 
Mstep: Class 2 contains 28105 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -8521782 nChanged 81
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Mstep: Class 1 contains 14131 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -8521798 nChanged 89
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Mstep: Class 2 contains 27941 members 
Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -8521800 nChanged 93
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Mstep: Class 2 contains 27850 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -8521814 nChanged 96
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Mstep: Class 1 contains 14401 members 
Mstep: Class 2 contains 27756 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -8521829 nChanged 99
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Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -8521858 nChanged 114
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Mstep: Class 1 contains 14602 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -8521846 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14724 members 
Mstep: Class 2 contains 27433 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -8521850 nChanged 163
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Mstep: Class 1 contains 14877 members 
Mstep: Class 2 contains 27280 members 
Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -8521838 nChanged 188
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Mstep: Class 1 contains 15057 members 
Mstep: Class 2 contains 27100 members 
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	Iteration 143Q: 3 clusters Score -8521868 nChanged 225
Entering Unmasked Mstep 
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Mstep: Class 1 contains 15266 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -8521851 nChanged 237
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Mstep: Class 1 contains 15491 members 
Mstep: Class 2 contains 26666 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -8521860 nChanged 249
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Mstep: Class 1 contains 15722 members 
Mstep: Class 2 contains 26435 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 26173 members 
Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -8521868 nChanged 320
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Mstep: Class 1 contains 16294 members 
Mstep: Class 2 contains 25863 members 
Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -8521874 nChanged 346
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Mstep: Class 1 contains 16632 members 
Mstep: Class 2 contains 25525 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -8521897 nChanged 356
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Mstep: Class 1 contains 16980 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -8521940 nChanged 384
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Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 24797 members 
Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -8522044 nChanged 423
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Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -8522131 nChanged 404
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Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -8522245 nChanged 336
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Mstep: Class 1 contains 18489 members 
Mstep: Class 2 contains 23668 members 
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	Iteration 154Q: 3 clusters Score -8522305 nChanged 326
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Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 23362 members 
Entering Unmasked Estep 
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	Iteration 155Q: 3 clusters Score -8522399 nChanged 334
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Mstep: Class 2 contains 23056 members 
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	Iteration 156Q: 3 clusters Score -8522498 nChanged 307
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Mstep: Class 2 contains 22779 members 
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	Iteration 157Q: 3 clusters Score -8522589 nChanged 285
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Mstep: Class 1 contains 19623 members 
Mstep: Class 2 contains 22534 members 
Entering Unmasked Estep 
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	Iteration 158Q: 3 clusters Score -8522663 nChanged 257
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Mstep: Class 1 contains 19852 members 
Mstep: Class 2 contains 22305 members 
Entering Unmasked Estep 
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	Iteration 159Q: 3 clusters Score -8522716 nChanged 213
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Mstep: Class 1 contains 20033 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -8522756 nChanged 201
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Mstep: Class 1 contains 20196 members 
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Entering Unmasked Estep 
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	Iteration 161Q: 3 clusters Score -8522766 nChanged 185
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Mstep: Class 1 contains 20327 members 
Mstep: Class 2 contains 21830 members 
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	Iteration 162Q: 3 clusters Score -8522776 nChanged 213
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Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
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	Iteration 163Q: 3 clusters Score -8522806 nChanged 208
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Mstep: Class 2 contains 21561 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -8522821 nChanged 211
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Mstep: Class 1 contains 20699 members 
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -8522833 nChanged 217
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	Iteration 166Q: 3 clusters Score -8522858 nChanged 212
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	Iteration 167Q: 3 clusters Score -8522884 nChanged 194
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	Iteration 168Q: 3 clusters Score -8522928 nChanged 216
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	Iteration 169Q: 3 clusters Score -8522968 nChanged 182
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	Iteration 170Q: 3 clusters Score -8522988 nChanged 180
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	Iteration 171Q: 3 clusters Score -8523010 nChanged 156
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	Iteration 172Q: 3 clusters Score -8523013 nChanged 167
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	Iteration 173Q: 3 clusters Score -8523058 nChanged 176
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	Iteration 174Q: 3 clusters Score -8523079 nChanged 184
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	Iteration 175Q: 3 clusters Score -8523125 nChanged 180
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	Iteration 176Q: 3 clusters Score -8523141 nChanged 177
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	Iteration 177Q: 3 clusters Score -8523176 nChanged 180
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	Iteration 178Q: 3 clusters Score -8523198 nChanged 159
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	Iteration 179Q: 3 clusters Score -8523222 nChanged 158
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	Iteration 180F: 3 clusters Score -8523246 nChanged 173
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	Iteration 181Q: 3 clusters Score -8523241 nChanged 142
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	Iteration 183Q: 3 clusters Score -8523259 nChanged 119
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	Iteration 184Q: 3 clusters Score -8523294 nChanged 106
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	Iteration 185Q: 3 clusters Score -8523302 nChanged 113
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	Iteration 186Q: 3 clusters Score -8523329 nChanged 98
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	Iteration 187Q: 3 clusters Score -8523332 nChanged 89
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	Iteration 188Q: 3 clusters Score -8523366 nChanged 96
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	Iteration 189Q: 3 clusters Score -8523385 nChanged 106
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	Iteration 190Q: 3 clusters Score -8523401 nChanged 85
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	Iteration 191Q: 3 clusters Score -8523404 nChanged 95
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	Iteration 192Q: 3 clusters Score -8523447 nChanged 88
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	Iteration 193Q: 3 clusters Score -8523441 nChanged 83
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	Iteration 194Q: 3 clusters Score -8523449 nChanged 61
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	Iteration 195Q: 3 clusters Score -8523462 nChanged 60
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Mstep: Class 2 contains 21963 members 
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	Iteration 196Q: 3 clusters Score -8523456 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20169 members 
Mstep: Class 2 contains 21988 members 
Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -8523437 nChanged 53
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Mstep: Class 1 contains 20140 members 
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Entering Unmasked Estep 
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	Iteration 198Q: 3 clusters Score -8523441 nChanged 60
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Entering Unmasked Estep 
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	Iteration 199Q: 3 clusters Score -8523451 nChanged 54
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Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -8523446 nChanged 53
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Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -8523450 nChanged 50
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Entering Unmasked Estep 
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	Iteration 202Q: 3 clusters Score -8523445 nChanged 55
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Entering Unmasked Estep 
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	Iteration 203Q: 3 clusters Score -8523438 nChanged 51
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Entering Unmasked Estep 
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	Iteration 204Q: 3 clusters Score -8523420 nChanged 33
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -8523418 nChanged 25
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Entering Unmasked Estep 
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	Iteration 206Q: 3 clusters Score -8523422 nChanged 18
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -8523416 nChanged 19
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -8523422 nChanged 15
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Entering Unmasked Estep 
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	Iteration 209Q: 3 clusters Score -8523417 nChanged 15
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -8523417 nChanged 15
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	Iteration 211Q: 3 clusters Score -8523420 nChanged 10
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Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -8523416 nChanged 12
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	Iteration 213Q: 3 clusters Score -8523406 nChanged 9
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	Iteration 214Q: 3 clusters Score -8523412 nChanged 11
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	Iteration 215Q: 3 clusters Score -8523414 nChanged 14
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	Iteration 216Q: 3 clusters Score -8523415 nChanged 14
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	Iteration 217Q: 3 clusters Score -8523433 nChanged 16
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Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -8523438 nChanged 15
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	Iteration 220F: 3 clusters Score -8523445 nChanged 10
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	Iteration 221Q: 3 clusters Score -8523454 nChanged 9
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Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -8523460 nChanged 15
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	Iteration 223Q: 3 clusters Score -8523464 nChanged 10
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	Iteration 224Q: 3 clusters Score -8523464 nChanged 11
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	Iteration 225Q: 3 clusters Score -8523456 nChanged 23
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	Iteration 226Q: 3 clusters Score -8523456 nChanged 23
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	Iteration 227Q: 3 clusters Score -8523449 nChanged 18
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	Iteration 228Q: 3 clusters Score -8523445 nChanged 20
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	Iteration 229Q: 3 clusters Score -8523462 nChanged 13
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	Iteration 230Q: 3 clusters Score -8523447 nChanged 8
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	Iteration 231Q: 3 clusters Score -8523456 nChanged 15
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	Iteration 232Q: 3 clusters Score -8523456 nChanged 14
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	Iteration 233Q: 3 clusters Score -8523468 nChanged 14
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	Iteration 234Q: 3 clusters Score -8523464 nChanged 17
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	Iteration 235Q: 3 clusters Score -8523459 nChanged 25
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	Iteration 236Q: 3 clusters Score -8523463 nChanged 27
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	Iteration 237Q: 3 clusters Score -8523462 nChanged 21
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	Iteration 238Q: 3 clusters Score -8523466 nChanged 24
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	Iteration 239Q: 3 clusters Score -8523472 nChanged 15
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	Iteration 240F: 3 clusters Score -8523484 nChanged 16
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	Iteration 241Q: 3 clusters Score -8523489 nChanged 15
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	Iteration 242Q: 3 clusters Score -8523493 nChanged 16
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	Iteration 243Q: 3 clusters Score -8523500 nChanged 16
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	Iteration 244Q: 3 clusters Score -8523492 nChanged 14
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	Iteration 245Q: 3 clusters Score -8523499 nChanged 9
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	Iteration 246Q: 3 clusters Score -8523502 nChanged 6
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	Iteration 247Q: 3 clusters Score -8523503 nChanged 3
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	Iteration 248Q: 3 clusters Score -8523496 nChanged 2
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	Iteration 249Q: 3 clusters Score -8523499 nChanged 1
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	Iteration 250Q: 3 clusters Score -8523499 nChanged 2
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	Iteration 251Q: 3 clusters Score -8523495 nChanged 3
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	Iteration 252Q: 3 clusters Score -8523501 nChanged 3
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	Iteration 253Q: 3 clusters Score -8523498 nChanged 7
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	Iteration 254Q: 3 clusters Score -8523499 nChanged 5
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	Iteration 255Q: 3 clusters Score -8523490 nChanged 3
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	Iteration 256Q: 3 clusters Score -8523498 nChanged 2
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	Iteration 257Q: 3 clusters Score -8523500 nChanged 1
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	Iteration 258Q: 3 clusters Score -8523499 nChanged 2
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	Iteration 259Q: 3 clusters Score -8523500 nChanged 2
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	Iteration 260F: 3 clusters Score -8523500 nChanged 3
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	Iteration 261Q: 3 clusters Score -8523506 nChanged 4
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	Iteration 262Q: 3 clusters Score -8523497 nChanged 4
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	Iteration 263Q: 3 clusters Score -8523501 nChanged 6
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	Iteration 264Q: 3 clusters Score -8523506 nChanged 4
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	Iteration 265Q: 3 clusters Score -8523509 nChanged 6
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	Iteration 266Q: 3 clusters Score -8523511 nChanged 10
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	Iteration 267Q: 3 clusters Score -8523509 nChanged 12
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	Iteration 268Q: 3 clusters Score -8523507 nChanged 11
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	Iteration 269Q: 3 clusters Score -8523508 nChanged 5
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	Iteration 270Q: 3 clusters Score -8523499 nChanged 7
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	Iteration 271Q: 3 clusters Score -8523499 nChanged 8
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	Iteration 272Q: 3 clusters Score -8523492 nChanged 5
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	Iteration 273Q: 3 clusters Score -8523493 nChanged 5
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	Iteration 274Q: 3 clusters Score -8523498 nChanged 4
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	Iteration 275Q: 3 clusters Score -8523497 nChanged 3
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	Iteration 276Q: 3 clusters Score -8523490 nChanged 3
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	Iteration 277Q: 3 clusters Score -8523498 nChanged 5
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	Iteration 278Q: 3 clusters Score -8523490 nChanged 7
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	Iteration 279Q: 3 clusters Score -8523501 nChanged 9
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	Iteration 280F: 3 clusters Score -8523496 nChanged 8
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	Iteration 281Q: 3 clusters Score -8523501 nChanged 11
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	Iteration 282Q: 3 clusters Score -8523503 nChanged 17
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	Iteration 283Q: 3 clusters Score -8523517 nChanged 17
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	Iteration 284Q: 3 clusters Score -8523522 nChanged 16
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	Iteration 286Q: 3 clusters Score -8523521 nChanged 25
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	Iteration 287Q: 3 clusters Score -8523512 nChanged 25
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Entering Unmasked Estep 
Score: -8523508.000000 Penalty: 5281.980957
	Iteration 291Q: 3 clusters Score -8523508 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 22427 members 
Entering Unmasked Estep 
Score: -8523526.000000 Penalty: 5281.980957
	Iteration 292Q: 3 clusters Score -8523526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19725 members 
Mstep: Class 2 contains 22432 members 
Entering Unmasked Estep 
Score: -8523534.000000 Penalty: 5281.980957
	Iteration 293Q: 3 clusters Score -8523534 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19712 members 
Mstep: Class 2 contains 22445 members 
Entering Unmasked Estep 
Score: -8523527.000000 Penalty: 5281.980957
	Iteration 294Q: 3 clusters Score -8523527 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -8523523.000000 Penalty: 5281.980957
	Iteration 295Q: 3 clusters Score -8523523 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -8523544.000000 Penalty: 5281.980957
	Iteration 296Q: 3 clusters Score -8523544 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19723 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -8523547.000000 Penalty: 5281.980957
	Iteration 297Q: 3 clusters Score -8523547 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 22440 members 
Entering Unmasked Estep 
Score: -8523569.000000 Penalty: 5281.980957
	Iteration 298Q: 3 clusters Score -8523569 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 22449 members 
Entering Unmasked Estep 
Score: -8523567.000000 Penalty: 5281.980957
	Iteration 299Q: 3 clusters Score -8523567 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 22458 members 
Entering Unmasked Estep 
Score: -8523560.000000 Penalty: 5281.980957
	Iteration 300F: 3 clusters Score -8523560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -8523569.000000 Penalty: 5281.980957
	Iteration 301Q: 3 clusters Score -8523569 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 22487 members 
Entering Unmasked Estep 
Score: -8523551.000000 Penalty: 5281.980957
	Iteration 302Q: 3 clusters Score -8523551 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -8523563.000000 Penalty: 5281.980957
	Iteration 303Q: 3 clusters Score -8523563 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19668 members 
Mstep: Class 2 contains 22489 members 
Entering Unmasked Estep 
Score: -8523561.000000 Penalty: 5281.980957
	Iteration 304Q: 3 clusters Score -8523561 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19663 members 
Mstep: Class 2 contains 22494 members 
Entering Unmasked Estep 
Score: -8523572.000000 Penalty: 5281.980957
	Iteration 305Q: 3 clusters Score -8523572 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19656 members 
Mstep: Class 2 contains 22501 members 
Entering Unmasked Estep 
Score: -8523577.000000 Penalty: 5281.980957
	Iteration 306Q: 3 clusters Score -8523577 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19647 members 
Mstep: Class 2 contains 22510 members 
Entering Unmasked Estep 
Score: -8523584.000000 Penalty: 5281.980957
	Iteration 307Q: 3 clusters Score -8523584 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19628 members 
Mstep: Class 2 contains 22529 members 
Entering Unmasked Estep 
Score: -8523590.000000 Penalty: 5281.980957
	Iteration 308Q: 3 clusters Score -8523590 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -8523598.000000 Penalty: 5281.980957
	Iteration 309Q: 3 clusters Score -8523598 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -8523589.000000 Penalty: 5281.980957
	Iteration 310Q: 3 clusters Score -8523589 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 22564 members 
Entering Unmasked Estep 
Score: -8523601.000000 Penalty: 5281.980957
	Iteration 311Q: 3 clusters Score -8523601 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 22577 members 
Entering Unmasked Estep 
Score: -8523597.000000 Penalty: 5281.980957
	Iteration 312Q: 3 clusters Score -8523597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 22579 members 
Entering Unmasked Estep 
Score: -8523588.000000 Penalty: 5281.980957
	Iteration 313Q: 3 clusters Score -8523588 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -8523595.000000 Penalty: 5281.980957
	Iteration 314Q: 3 clusters Score -8523595 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 22591 members 
Entering Unmasked Estep 
Score: -8523609.000000 Penalty: 5281.980957
	Iteration 315Q: 3 clusters Score -8523609 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8523615.000000 Penalty: 5281.980957
	Iteration 316Q: 3 clusters Score -8523615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 22605 members 
Entering Unmasked Estep 
Score: -8523607.000000 Penalty: 5281.980957
	Iteration 317Q: 3 clusters Score -8523607 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 22614 members 
Entering Unmasked Estep 
Score: -8523614.000000 Penalty: 5281.980957
	Iteration 318Q: 3 clusters Score -8523614 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -8523603.000000 Penalty: 5281.980957
	Iteration 319Q: 3 clusters Score -8523603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -8523607.000000 Penalty: 5281.980957
	Iteration 320F: 3 clusters Score -8523607 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 22610 members 
Entering Unmasked Estep 
Score: -8523614.000000 Penalty: 5281.980957
	Iteration 321Q: 3 clusters Score -8523614 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 22613 members 
Entering Unmasked Estep 
Score: -8523623.000000 Penalty: 5281.980957
	Iteration 322Q: 3 clusters Score -8523623 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -8523623.000000 Penalty: 5281.980957
	Iteration 323Q: 3 clusters Score -8523623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19532 members 
Mstep: Class 2 contains 22625 members 
Entering Unmasked Estep 
Score: -8523617.000000 Penalty: 5281.980957
	Iteration 324Q: 3 clusters Score -8523617 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8523618.000000 Penalty: 5281.980957
	Iteration 325Q: 3 clusters Score -8523618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19523 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8523619.000000 Penalty: 5281.980957
	Iteration 326Q: 3 clusters Score -8523619 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -8523627.000000 Penalty: 5281.980957
	Iteration 327Q: 3 clusters Score -8523627 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19529 members 
Mstep: Class 2 contains 22628 members 
Entering Unmasked Estep 
Score: -8523633.000000 Penalty: 5281.980957
	Iteration 328Q: 3 clusters Score -8523633 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 22620 members 
Entering Unmasked Estep 
Score: -8523621.000000 Penalty: 5281.980957
	Iteration 329Q: 3 clusters Score -8523621 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 22612 members 
Entering Unmasked Estep 
Score: -8523626.000000 Penalty: 5281.980957
	Iteration 330Q: 3 clusters Score -8523626 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -8523635.000000 Penalty: 5281.980957
	Iteration 331Q: 3 clusters Score -8523635 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 22611 members 
Entering Unmasked Estep 
Score: -8523642.000000 Penalty: 5281.980957
	Iteration 332Q: 3 clusters Score -8523642 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -8523635.000000 Penalty: 5281.980957
	Iteration 333Q: 3 clusters Score -8523635 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 22598 members 
Entering Unmasked Estep 
Score: -8523651.000000 Penalty: 5281.980957
	Iteration 334Q: 3 clusters Score -8523651 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19561 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -8523666.000000 Penalty: 5281.980957
	Iteration 335Q: 3 clusters Score -8523666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19557 members 
Mstep: Class 2 contains 22600 members 
Entering Unmasked Estep 
Score: -8523662.000000 Penalty: 5281.980957
	Iteration 336Q: 3 clusters Score -8523662 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -8523657.000000 Penalty: 5281.980957
	Iteration 337Q: 3 clusters Score -8523657 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 22615 members 
Entering Unmasked Estep 
Score: -8523655.000000 Penalty: 5281.980957
	Iteration 338Q: 3 clusters Score -8523655 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 22632 members 
Entering Unmasked Estep 
Score: -8523663.000000 Penalty: 5281.980957
	Iteration 339Q: 3 clusters Score -8523663 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19506 members 
Mstep: Class 2 contains 22651 members 
Entering Unmasked Estep 
Score: -8523662.000000 Penalty: 5281.980957
	Iteration 340F: 3 clusters Score -8523662 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19490 members 
Mstep: Class 2 contains 22667 members 
Entering Unmasked Estep 
Score: -8523661.000000 Penalty: 5281.980957
	Iteration 341Q: 3 clusters Score -8523661 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -8523653.000000 Penalty: 5281.980957
	Iteration 342Q: 3 clusters Score -8523653 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -8523658.000000 Penalty: 5281.980957
	Iteration 343Q: 3 clusters Score -8523658 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19460 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -8523666.000000 Penalty: 5281.980957
	Iteration 344Q: 3 clusters Score -8523666 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19451 members 
Mstep: Class 2 contains 22706 members 
Entering Unmasked Estep 
Score: -8523680.000000 Penalty: 5281.980957
	Iteration 345Q: 3 clusters Score -8523680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -8523692.000000 Penalty: 5281.980957
	Iteration 346Q: 3 clusters Score -8523692 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19419 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -8523694.000000 Penalty: 5281.980957
	Iteration 347Q: 3 clusters Score -8523694 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -8523676.000000 Penalty: 5281.980957
	Iteration 348Q: 3 clusters Score -8523676 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19391 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -8523681.000000 Penalty: 5281.980957
	Iteration 349Q: 3 clusters Score -8523681 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 22791 members 
Entering Unmasked Estep 
Score: -8523667.000000 Penalty: 5281.980957
	Iteration 350Q: 3 clusters Score -8523667 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -8523659.000000 Penalty: 5281.980957
	Iteration 351Q: 3 clusters Score -8523659 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19331 members 
Mstep: Class 2 contains 22826 members 
Entering Unmasked Estep 
Score: -8523653.000000 Penalty: 5281.980957
	Iteration 352Q: 3 clusters Score -8523653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19319 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -8523660.000000 Penalty: 5281.980957
	Iteration 353Q: 3 clusters Score -8523660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 22843 members 
Entering Unmasked Estep 
Score: -8523653.000000 Penalty: 5281.980957
	Iteration 354Q: 3 clusters Score -8523653 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19306 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -8523650.000000 Penalty: 5281.980957
	Iteration 355Q: 3 clusters Score -8523650 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -8523639.000000 Penalty: 5281.980957
	Iteration 356Q: 3 clusters Score -8523639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 22850 members 
Entering Unmasked Estep 
Score: -8523639.000000 Penalty: 5281.980957
	Iteration 357Q: 3 clusters Score -8523639 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 22857 members 
Entering Unmasked Estep 
Score: -8523639.000000 Penalty: 5281.980957
	Iteration 358Q: 3 clusters Score -8523639 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19294 members 
Mstep: Class 2 contains 22863 members 
Entering Unmasked Estep 
Score: -8523652.000000 Penalty: 5281.980957
	Iteration 359Q: 3 clusters Score -8523652 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19284 members 
Mstep: Class 2 contains 22873 members 
Entering Unmasked Estep 
Score: -8523648.000000 Penalty: 5281.980957
	Iteration 360F: 3 clusters Score -8523648 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -8523651.000000 Penalty: 5281.980957
	Iteration 361Q: 3 clusters Score -8523651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19282 members 
Mstep: Class 2 contains 22875 members 
Entering Unmasked Estep 
Score: -8523642.000000 Penalty: 5281.980957
	Iteration 362Q: 3 clusters Score -8523642 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -8523632.000000 Penalty: 5281.980957
	Iteration 363Q: 3 clusters Score -8523632 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19278 members 
Mstep: Class 2 contains 22879 members 
Entering Unmasked Estep 
Score: -8523631.000000 Penalty: 5281.980957
	Iteration 364Q: 3 clusters Score -8523631 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -8523643.000000 Penalty: 5281.980957
	Iteration 365Q: 3 clusters Score -8523643 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8523634.000000 Penalty: 5281.980957
	Iteration 366Q: 3 clusters Score -8523634 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8523632.000000 Penalty: 5281.980957
	Iteration 367Q: 3 clusters Score -8523632 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -8523628.000000 Penalty: 5281.980957
	Iteration 368Q: 3 clusters Score -8523628 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 22877 members 
Entering Unmasked Estep 
Score: -8523636.000000 Penalty: 5281.980957
	Iteration 369Q: 3 clusters Score -8523636 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 22876 members 
Entering Unmasked Estep 
Score: -8523644.000000 Penalty: 5281.980957
	Iteration 370Q: 3 clusters Score -8523644 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19279 members 
Mstep: Class 2 contains 22878 members 
Entering Unmasked Estep 
Score: -8523646.000000 Penalty: 5281.980957
	Iteration 371Q: 3 clusters Score -8523646 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19276 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -8523637.000000 Penalty: 5281.980957
	Iteration 372Q: 3 clusters Score -8523637 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19273 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -8523644.000000 Penalty: 5281.980957
	Iteration 373Q: 3 clusters Score -8523644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -8523644.000000 Penalty: 5281.980957
	Iteration 374Q: 3 clusters Score -8523644 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -8523643.000000 Penalty: 5281.980957
	Iteration 375Q: 3 clusters Score -8523643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -8523647.000000 Penalty: 5281.980957
	Iteration 376Q: 3 clusters Score -8523647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 22886 members 
Entering Unmasked Estep 
Score: -8523647.000000 Penalty: 5281.980957
	Iteration 377F: 3 clusters Score -8523647 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 36015 members 
Mstep: Class 3 contains 32537 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 29302 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 48540 members 
Mstep: Class 8 contains 58649 members 
Mstep: Class 9 contains 55796 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 31916 members 
Mstep: Class 12 contains 60609 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 1745 members 
Mstep: Class 17 contains 44654 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 18762 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 47405 members 
Mstep: Class 22 contains 30391 members 
Mstep: Class 23 contains 42489 members 
Mstep: Class 24 contains 33462 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 41195 members 
Mstep: Class 27 contains 53295 members 
Mstep: Class 28 contains 69004 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 26846 members 
Mstep: Class 31 contains 71150 members 
Mstep: Class 32 contains 34522 members 
Mstep: Class 33 contains 47120 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 4948 members 
Mstep: Class 38 contains 980 members 
Mstep: Class 39 contains 22886 members 
Entering Unmasked Estep 
Score: -207898640.000000 Penalty: 134687.171875
Splitting cluster 14 changes total score from -207878448.000000 to -207898640.000000
So it's getting split into cluster 39.
Entering ConstructFrom: 
Trying to split cluster 15 (29787 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29787 members 
Entering Unmasked Estep 
Score: -5673623.000000 Penalty: 2554.853271
	Iteration 0F: 2 clusters Score -5673623 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14847 members 
Mstep: Class 2 contains 14940 members 
Entering Unmasked Estep 
Score: -5653565.500000 Penalty: 5109.706543
	Iteration 0F: 3 clusters Score -5653566 nChanged 13426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14513 members 
Mstep: Class 2 contains 15274 members 
Entering Unmasked Estep 
Score: -5660821.500000 Penalty: 5109.706543
	Iteration 1F: 3 clusters Score -5660822 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14192 members 
Mstep: Class 2 contains 15595 members 
Entering Unmasked Estep 
Score: -5661381.500000 Penalty: 5109.706543
	Iteration 2Q: 3 clusters Score -5661382 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13701 members 
Mstep: Class 2 contains 16086 members 
Entering Unmasked Estep 
Score: -5662185.500000 Penalty: 5109.706543
	Iteration 3F: 3 clusters Score -5662186 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -5663293.000000 Penalty: 5109.706543
	Iteration 4F: 3 clusters Score -5663293 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12045 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5664812.000000 Penalty: 5109.706543
	Iteration 5F: 3 clusters Score -5664812 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10879 members 
Mstep: Class 2 contains 18908 members 
Entering Unmasked Estep 
Score: -5666815.500000 Penalty: 5109.706543
	Iteration 6F: 3 clusters Score -5666816 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 20107 members 
Entering Unmasked Estep 
Score: -5669331.000000 Penalty: 5109.706543
	Iteration 7F: 3 clusters Score -5669331 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -5671555.500000 Penalty: 5109.706543
	Iteration 8F: 3 clusters Score -5671556 nChanged 1251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8642 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -5672484.500000 Penalty: 5109.706543
	Iteration 9Q: 3 clusters Score -5672484 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8494 members 
Mstep: Class 2 contains 21293 members 
Entering Unmasked Estep 
Score: -5672718.000000 Penalty: 5109.706543
	Iteration 10Q: 3 clusters Score -5672718 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8426 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -5672794.000000 Penalty: 5109.706543
	Iteration 11Q: 3 clusters Score -5672794 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8373 members 
Mstep: Class 2 contains 21414 members 
Entering Unmasked Estep 
Score: -5672808.000000 Penalty: 5109.706543
	Iteration 12Q: 3 clusters Score -5672808 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8320 members 
Mstep: Class 2 contains 21467 members 
Entering Unmasked Estep 
Score: -5672823.500000 Penalty: 5109.706543
	Iteration 13Q: 3 clusters Score -5672824 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8282 members 
Mstep: Class 2 contains 21505 members 
Entering Unmasked Estep 
Score: -5672831.500000 Penalty: 5109.706543
	Iteration 14Q: 3 clusters Score -5672832 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8235 members 
Mstep: Class 2 contains 21552 members 
Entering Unmasked Estep 
Score: -5672841.000000 Penalty: 5109.706543
	Iteration 15Q: 3 clusters Score -5672841 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 21582 members 
Entering Unmasked Estep 
Score: -5672851.500000 Penalty: 5109.706543
	Iteration 16Q: 3 clusters Score -5672852 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -5672859.500000 Penalty: 5109.706543
	Iteration 17Q: 3 clusters Score -5672860 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8146 members 
Mstep: Class 2 contains 21641 members 
Entering Unmasked Estep 
Score: -5672858.000000 Penalty: 5109.706543
	Iteration 18Q: 3 clusters Score -5672858 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 21670 members 
Entering Unmasked Estep 
Score: -5672859.500000 Penalty: 5109.706543
	Iteration 19Q: 3 clusters Score -5672860 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8093 members 
Mstep: Class 2 contains 21694 members 
Entering Unmasked Estep 
Score: -5672854.000000 Penalty: 5109.706543
	Iteration 20F: 3 clusters Score -5672854 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 21708 members 
Entering Unmasked Estep 
Score: -5672852.000000 Penalty: 5109.706543
	Iteration 21Q: 3 clusters Score -5672852 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 21726 members 
Entering Unmasked Estep 
Score: -5672850.000000 Penalty: 5109.706543
	Iteration 22Q: 3 clusters Score -5672850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8047 members 
Mstep: Class 2 contains 21740 members 
Entering Unmasked Estep 
Score: -5672846.500000 Penalty: 5109.706543
	Iteration 23Q: 3 clusters Score -5672846 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 21747 members 
Entering Unmasked Estep 
Score: -5672850.000000 Penalty: 5109.706543
	Iteration 24Q: 3 clusters Score -5672850 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8033 members 
Mstep: Class 2 contains 21754 members 
Entering Unmasked Estep 
Score: -5672856.500000 Penalty: 5109.706543
	Iteration 25Q: 3 clusters Score -5672856 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8023 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -5672868.500000 Penalty: 5109.706543
	Iteration 26Q: 3 clusters Score -5672868 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8011 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -5672867.000000 Penalty: 5109.706543
	Iteration 27Q: 3 clusters Score -5672867 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7998 members 
Mstep: Class 2 contains 21789 members 
Entering Unmasked Estep 
Score: -5672877.000000 Penalty: 5109.706543
	Iteration 28Q: 3 clusters Score -5672877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7990 members 
Mstep: Class 2 contains 21797 members 
Entering Unmasked Estep 
Score: -5672871.000000 Penalty: 5109.706543
	Iteration 29Q: 3 clusters Score -5672871 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7983 members 
Mstep: Class 2 contains 21804 members 
Entering Unmasked Estep 
Score: -5672870.000000 Penalty: 5109.706543
	Iteration 30Q: 3 clusters Score -5672870 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 21808 members 
Entering Unmasked Estep 
Score: -5672871.500000 Penalty: 5109.706543
	Iteration 31Q: 3 clusters Score -5672872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -5672864.000000 Penalty: 5109.706543
	Iteration 32Q: 3 clusters Score -5672864 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7974 members 
Mstep: Class 2 contains 21813 members 
Entering Unmasked Estep 
Score: -5672866.000000 Penalty: 5109.706543
	Iteration 33Q: 3 clusters Score -5672866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7973 members 
Mstep: Class 2 contains 21814 members 
Entering Unmasked Estep 
Score: -5672870.000000 Penalty: 5109.706543
	Iteration 34Q: 3 clusters Score -5672870 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -5672872.000000 Penalty: 5109.706543
	Iteration 35Q: 3 clusters Score -5672872 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7967 members 
Mstep: Class 2 contains 21820 members 
Entering Unmasked Estep 
Score: -5672872.500000 Penalty: 5109.706543
	Iteration 36Q: 3 clusters Score -5672872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -5672871.500000 Penalty: 5109.706543
	Iteration 37Q: 3 clusters Score -5672872 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -5672874.000000 Penalty: 5109.706543
	Iteration 38Q: 3 clusters Score -5672874 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -5672874.000000 Penalty: 5109.706543
	Iteration 39F: 3 clusters Score -5672874 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1745 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Entering Unmasked Estep 
Score: -282710.968750 Penalty: 1851.198486
	Iteration 0F: 2 clusters Score -282711 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -280437.406250 Penalty: 3702.396973
	Iteration 0F: 3 clusters Score -280437.4 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -281331.375000 Penalty: 3702.396973
	Iteration 1F: 3 clusters Score -281331.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -282018.406250 Penalty: 3702.396973
	Iteration 2F: 3 clusters Score -282018.4 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -282704.125000 Penalty: 3702.396973
	Iteration 3F: 3 clusters Score -282704.1 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -283026.781250 Penalty: 3702.396973
	Iteration 4F: 3 clusters Score -283026.8 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -283127.718750 Penalty: 3702.396973
	Iteration 5Q: 3 clusters Score -283127.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -283214.218750 Penalty: 3702.396973
	Iteration 6Q: 3 clusters Score -283214.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -283256.468750 Penalty: 3702.396973
	Iteration 7Q: 3 clusters Score -283256.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -283284.656250 Penalty: 3702.396973
	Iteration 8Q: 3 clusters Score -283284.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -283319.687500 Penalty: 3702.396973
	Iteration 9Q: 3 clusters Score -283319.7 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -283386.187500 Penalty: 3702.396973
	Iteration 10Q: 3 clusters Score -283386.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -283581.125000 Penalty: 3702.396973
	Iteration 11Q: 3 clusters Score -283581.1 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -283815.562500 Penalty: 3702.396973
	Iteration 12Q: 3 clusters Score -283815.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -284153.187500 Penalty: 3702.396973
	Iteration 13Q: 3 clusters Score -284153.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -284601.281250 Penalty: 3702.396973
	Iteration 14Q: 3 clusters Score -284601.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -284654.875000 Penalty: 3702.396973
	Iteration 15Q: 3 clusters Score -284654.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -284664.093750 Penalty: 3702.396973
	Iteration 16Q: 3 clusters Score -284664.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -284677.531250 Penalty: 3702.396973
	Iteration 17Q: 3 clusters Score -284677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -284679.687500 Penalty: 3702.396973
	Iteration 18Q: 3 clusters Score -284679.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -284684.250000 Penalty: 3702.396973
	Iteration 19Q: 3 clusters Score -284684.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -284686.593750 Penalty: 3702.396973
	Iteration 20F: 3 clusters Score -284686.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -284687.156250 Penalty: 3702.396973
	Iteration 21Q: 3 clusters Score -284687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -284687.156250 Penalty: 3702.396973
	Iteration 22F: 3 clusters Score -284687.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 36015 members 
Mstep: Class 3 contains 32537 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 29302 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 48540 members 
Mstep: Class 8 contains 58649 members 
Mstep: Class 9 contains 55796 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 31916 members 
Mstep: Class 12 contains 60609 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44654 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 18762 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 47405 members 
Mstep: Class 22 contains 30391 members 
Mstep: Class 23 contains 42489 members 
Mstep: Class 24 contains 33462 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 41195 members 
Mstep: Class 27 contains 53295 members 
Mstep: Class 28 contains 69004 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 26846 members 
Mstep: Class 31 contains 71150 members 
Mstep: Class 32 contains 34522 members 
Mstep: Class 33 contains 47120 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 4948 members 
Mstep: Class 38 contains 980 members 
Mstep: Class 39 contains 22886 members 
Mstep: Class 40 contains 696 members 
Entering Unmasked Estep 
Score: -207898832.000000 Penalty: 138140.687500
Splitting cluster 16 changes total score from -207878448.000000 to -207898832.000000
So it's getting split into cluster 40.
Entering ConstructFrom: 
Trying to split cluster 17 (44654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44654 members 
Entering Unmasked Estep 
Score: -8323981.000000 Penalty: 2655.261475
	Iteration 0F: 2 clusters Score -8323981 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22283 members 
Mstep: Class 2 contains 22371 members 
Entering Unmasked Estep 
Score: -8294707.500000 Penalty: 5310.522949
	Iteration 0F: 3 clusters Score -8294708 nChanged 20387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21838 members 
Mstep: Class 2 contains 22816 members 
Entering Unmasked Estep 
Score: -8305941.500000 Penalty: 5310.522949
	Iteration 1F: 3 clusters Score -8305942 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 23121 members 
Entering Unmasked Estep 
Score: -8306486.500000 Penalty: 5310.522949
	Iteration 2Q: 3 clusters Score -8306486 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21066 members 
Mstep: Class 2 contains 23588 members 
Entering Unmasked Estep 
Score: -8307079.000000 Penalty: 5310.522949
	Iteration 3Q: 3 clusters Score -8307079 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20400 members 
Mstep: Class 2 contains 24254 members 
Entering Unmasked Estep 
Score: -8307784.000000 Penalty: 5310.522949
	Iteration 4Q: 3 clusters Score -8307784 nChanged 1984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 25130 members 
Entering Unmasked Estep 
Score: -8308624.500000 Penalty: 5310.522949
	Iteration 5Q: 3 clusters Score -8308624 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 26424 members 
Entering Unmasked Estep 
Score: -8309757.500000 Penalty: 5310.522949
	Iteration 6F: 3 clusters Score -8309758 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 28172 members 
Entering Unmasked Estep 
Score: -8311260.500000 Penalty: 5310.522949
	Iteration 7F: 3 clusters Score -8311260 nChanged 2744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 30296 members 
Entering Unmasked Estep 
Score: -8313209.000000 Penalty: 5310.522949
	Iteration 8F: 3 clusters Score -8313209 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12094 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -8315412.000000 Penalty: 5310.522949
	Iteration 9F: 3 clusters Score -8315412 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10163 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -8317281.000000 Penalty: 5310.522949
	Iteration 10F: 3 clusters Score -8317281 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 35911 members 
Entering Unmasked Estep 
Score: -8318595.000000 Penalty: 5310.522949
	Iteration 11Q: 3 clusters Score -8318595 nChanged 1291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 36974 members 
Entering Unmasked Estep 
Score: -8319278.500000 Penalty: 5310.522949
	Iteration 12Q: 3 clusters Score -8319278 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 37871 members 
Entering Unmasked Estep 
Score: -8319764.500000 Penalty: 5310.522949
	Iteration 13Q: 3 clusters Score -8319764 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5956 members 
Mstep: Class 2 contains 38698 members 
Entering Unmasked Estep 
Score: -8320173.500000 Penalty: 5310.522949
	Iteration 14Q: 3 clusters Score -8320174 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5232 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -8320447.000000 Penalty: 5310.522949
	Iteration 15Q: 3 clusters Score -8320447 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4603 members 
Mstep: Class 2 contains 40051 members 
Entering Unmasked Estep 
Score: -8320682.000000 Penalty: 5310.522949
	Iteration 16Q: 3 clusters Score -8320682 nChanged 587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
Score: -8320914.000000 Penalty: 5310.522949
	Iteration 17Q: 3 clusters Score -8320914 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 41150 members 
Entering Unmasked Estep 
Score: -8321092.000000 Penalty: 5310.522949
	Iteration 18Q: 3 clusters Score -8321092 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -8321260.500000 Penalty: 5310.522949
	Iteration 19Q: 3 clusters Score -8321260 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 41952 members 
Entering Unmasked Estep 
Score: -8321394.500000 Penalty: 5310.522949
	Iteration 20F: 3 clusters Score -8321394 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 42302 members 
Entering Unmasked Estep 
Score: -8321543.000000 Penalty: 5310.522949
	Iteration 21Q: 3 clusters Score -8321543 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -8321670.500000 Penalty: 5310.522949
	Iteration 22Q: 3 clusters Score -8321670 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 42845 members 
Entering Unmasked Estep 
Score: -8321730.000000 Penalty: 5310.522949
	Iteration 23Q: 3 clusters Score -8321730 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 43020 members 
Entering Unmasked Estep 
Score: -8321766.500000 Penalty: 5310.522949
	Iteration 24Q: 3 clusters Score -8321766 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -8321805.000000 Penalty: 5310.522949
	Iteration 25Q: 3 clusters Score -8321805 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 43299 members 
Entering Unmasked Estep 
Score: -8321839.500000 Penalty: 5310.522949
	Iteration 26Q: 3 clusters Score -8321840 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 43403 members 
Entering Unmasked Estep 
Score: -8321868.500000 Penalty: 5310.522949
	Iteration 27Q: 3 clusters Score -8321868 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1165 members 
Mstep: Class 2 contains 43489 members 
Entering Unmasked Estep 
Score: -8321881.000000 Penalty: 5310.522949
	Iteration 28Q: 3 clusters Score -8321881 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 43562 members 
Entering Unmasked Estep 
Score: -8321901.000000 Penalty: 5310.522949
	Iteration 29Q: 3 clusters Score -8321901 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 43627 members 
Entering Unmasked Estep 
Score: -8321891.500000 Penalty: 5310.522949
	Iteration 30Q: 3 clusters Score -8321892 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 43674 members 
Entering Unmasked Estep 
Score: -8321917.000000 Penalty: 5310.522949
	Iteration 31Q: 3 clusters Score -8321917 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -8321916.500000 Penalty: 5310.522949
	Iteration 32Q: 3 clusters Score -8321916 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 43745 members 
Entering Unmasked Estep 
Score: -8321923.500000 Penalty: 5310.522949
	Iteration 33Q: 3 clusters Score -8321924 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
Score: -8321923.000000 Penalty: 5310.522949
	Iteration 34Q: 3 clusters Score -8321923 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43791 members 
Entering Unmasked Estep 
Score: -8321930.500000 Penalty: 5310.522949
	Iteration 35Q: 3 clusters Score -8321930 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 43810 members 
Entering Unmasked Estep 
Score: -8321937.500000 Penalty: 5310.522949
	Iteration 36Q: 3 clusters Score -8321938 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 43827 members 
Entering Unmasked Estep 
Score: -8321946.000000 Penalty: 5310.522949
	Iteration 37Q: 3 clusters Score -8321946 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 43848 members 
Entering Unmasked Estep 
Score: -8321941.500000 Penalty: 5310.522949
	Iteration 38Q: 3 clusters Score -8321942 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 43863 members 
Entering Unmasked Estep 
Score: -8321951.000000 Penalty: 5310.522949
	Iteration 39Q: 3 clusters Score -8321951 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -8321947.500000 Penalty: 5310.522949
	Iteration 40F: 3 clusters Score -8321948 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 43879 members 
Entering Unmasked Estep 
Score: -8321952.500000 Penalty: 5310.522949
	Iteration 41Q: 3 clusters Score -8321952 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 43887 members 
Entering Unmasked Estep 
Score: -8321942.500000 Penalty: 5310.522949
	Iteration 42Q: 3 clusters Score -8321942 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 43897 members 
Entering Unmasked Estep 
Score: -8321938.000000 Penalty: 5310.522949
	Iteration 43Q: 3 clusters Score -8321938 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 43905 members 
Entering Unmasked Estep 
Score: -8321944.000000 Penalty: 5310.522949
	Iteration 44Q: 3 clusters Score -8321944 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 43915 members 
Entering Unmasked Estep 
Score: -8321946.500000 Penalty: 5310.522949
	Iteration 45Q: 3 clusters Score -8321946 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 43923 members 
Entering Unmasked Estep 
Score: -8321955.000000 Penalty: 5310.522949
	Iteration 46Q: 3 clusters Score -8321955 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 43935 members 
Entering Unmasked Estep 
Score: -8321965.000000 Penalty: 5310.522949
	Iteration 47Q: 3 clusters Score -8321965 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 43945 members 
Entering Unmasked Estep 
Score: -8321952.000000 Penalty: 5310.522949
	Iteration 48Q: 3 clusters Score -8321952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 43950 members 
Entering Unmasked Estep 
Score: -8321963.500000 Penalty: 5310.522949
	Iteration 49Q: 3 clusters Score -8321964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 43955 members 
Entering Unmasked Estep 
Score: -8321961.000000 Penalty: 5310.522949
	Iteration 50Q: 3 clusters Score -8321961 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 43960 members 
Entering Unmasked Estep 
Score: -8321963.000000 Penalty: 5310.522949
	Iteration 51Q: 3 clusters Score -8321963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 43966 members 
Entering Unmasked Estep 
Score: -8321960.000000 Penalty: 5310.522949
	Iteration 52Q: 3 clusters Score -8321960 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 43976 members 
Entering Unmasked Estep 
Score: -8321974.000000 Penalty: 5310.522949
	Iteration 53Q: 3 clusters Score -8321974 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 43985 members 
Entering Unmasked Estep 
Score: -8321982.000000 Penalty: 5310.522949
	Iteration 54Q: 3 clusters Score -8321982 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 43987 members 
Entering Unmasked Estep 
Score: -8321986.500000 Penalty: 5310.522949
	Iteration 55Q: 3 clusters Score -8321986 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 665 members 
Mstep: Class 2 contains 43989 members 
Entering Unmasked Estep 
Score: -8321986.000000 Penalty: 5310.522949
	Iteration 56Q: 3 clusters Score -8321986 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8321983.500000 Penalty: 5310.522949
	Iteration 57Q: 3 clusters Score -8321984 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 43990 members 
Entering Unmasked Estep 
Score: -8321983.500000 Penalty: 5310.522949
	Iteration 58F: 3 clusters Score -8321984 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (7654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7654 members 
Entering Unmasked Estep 
Score: -1374382.000000 Penalty: 2217.859863
	Iteration 0F: 2 clusters Score -1374382 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 3857 members 
Entering Unmasked Estep 
Score: -1368212.250000 Penalty: 4435.719727
	Iteration 0F: 3 clusters Score -1368212 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 4008 members 
Entering Unmasked Estep 
Score: -1370054.500000 Penalty: 4435.719727
	Iteration 1F: 3 clusters Score -1370054 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3536 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1370518.625000 Penalty: 4435.719727
	Iteration 2F: 3 clusters Score -1370519 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3392 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1370915.000000 Penalty: 4435.719727
	Iteration 3F: 3 clusters Score -1370915 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -1371248.375000 Penalty: 4435.719727
	Iteration 4F: 3 clusters Score -1371248 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1371534.125000 Penalty: 4435.719727
	Iteration 5F: 3 clusters Score -1371534 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1371773.125000 Penalty: 4435.719727
	Iteration 6Q: 3 clusters Score -1371773 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1371949.250000 Penalty: 4435.719727
	Iteration 7Q: 3 clusters Score -1371949 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 5073 members 
Entering Unmasked Estep 
Score: -1372070.250000 Penalty: 4435.719727
	Iteration 8Q: 3 clusters Score -1372070 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1372160.250000 Penalty: 4435.719727
	Iteration 9Q: 3 clusters Score -1372160 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1372232.375000 Penalty: 4435.719727
	Iteration 10Q: 3 clusters Score -1372232 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -1372280.125000 Penalty: 4435.719727
	Iteration 11Q: 3 clusters Score -1372280 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1372309.750000 Penalty: 4435.719727
	Iteration 12Q: 3 clusters Score -1372310 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2182 members 
Mstep: Class 2 contains 5472 members 
Entering Unmasked Estep 
Score: -1372328.875000 Penalty: 4435.719727
	Iteration 13Q: 3 clusters Score -1372329 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 5506 members 
Entering Unmasked Estep 
Score: -1372339.500000 Penalty: 4435.719727
	Iteration 14Q: 3 clusters Score -1372340 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -1372347.625000 Penalty: 4435.719727
	Iteration 15Q: 3 clusters Score -1372348 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2085 members 
Mstep: Class 2 contains 5569 members 
Entering Unmasked Estep 
Score: -1372362.875000 Penalty: 4435.719727
	Iteration 16Q: 3 clusters Score -1372363 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 5594 members 
Entering Unmasked Estep 
Score: -1372369.750000 Penalty: 4435.719727
	Iteration 17Q: 3 clusters Score -1372370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2034 members 
Mstep: Class 2 contains 5620 members 
Entering Unmasked Estep 
Score: -1372376.375000 Penalty: 4435.719727
	Iteration 18Q: 3 clusters Score -1372376 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 5647 members 
Entering Unmasked Estep 
Score: -1372381.250000 Penalty: 4435.719727
	Iteration 19Q: 3 clusters Score -1372381 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 5675 members 
Entering Unmasked Estep 
Score: -1372393.375000 Penalty: 4435.719727
	Iteration 20F: 3 clusters Score -1372393 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -1372403.625000 Penalty: 4435.719727
	Iteration 21Q: 3 clusters Score -1372404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 5733 members 
Entering Unmasked Estep 
Score: -1372408.875000 Penalty: 4435.719727
	Iteration 22Q: 3 clusters Score -1372409 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 5747 members 
Entering Unmasked Estep 
Score: -1372415.375000 Penalty: 4435.719727
	Iteration 23Q: 3 clusters Score -1372415 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 5768 members 
Entering Unmasked Estep 
Score: -1372423.750000 Penalty: 4435.719727
	Iteration 24Q: 3 clusters Score -1372424 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 5787 members 
Entering Unmasked Estep 
Score: -1372428.375000 Penalty: 4435.719727
	Iteration 25Q: 3 clusters Score -1372428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -1372437.250000 Penalty: 4435.719727
	Iteration 26Q: 3 clusters Score -1372437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 5827 members 
Entering Unmasked Estep 
Score: -1372437.625000 Penalty: 4435.719727
	Iteration 27Q: 3 clusters Score -1372438 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 5855 members 
Entering Unmasked Estep 
Score: -1372450.250000 Penalty: 4435.719727
	Iteration 28Q: 3 clusters Score -1372450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5886 members 
Entering Unmasked Estep 
Score: -1372462.875000 Penalty: 4435.719727
	Iteration 29Q: 3 clusters Score -1372463 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1735 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1372468.125000 Penalty: 4435.719727
	Iteration 30Q: 3 clusters Score -1372468 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5951 members 
Entering Unmasked Estep 
Score: -1372478.625000 Penalty: 4435.719727
	Iteration 31Q: 3 clusters Score -1372479 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1665 members 
Mstep: Class 2 contains 5989 members 
Entering Unmasked Estep 
Score: -1372492.375000 Penalty: 4435.719727
	Iteration 32Q: 3 clusters Score -1372492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1632 members 
Mstep: Class 2 contains 6022 members 
Entering Unmasked Estep 
Score: -1372510.250000 Penalty: 4435.719727
	Iteration 33Q: 3 clusters Score -1372510 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1597 members 
Mstep: Class 2 contains 6057 members 
Entering Unmasked Estep 
Score: -1372520.750000 Penalty: 4435.719727
	Iteration 34Q: 3 clusters Score -1372521 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1372531.375000 Penalty: 4435.719727
	Iteration 35Q: 3 clusters Score -1372531 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 6120 members 
Entering Unmasked Estep 
Score: -1372542.500000 Penalty: 4435.719727
	Iteration 36Q: 3 clusters Score -1372542 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 6138 members 
Entering Unmasked Estep 
Score: -1372551.375000 Penalty: 4435.719727
	Iteration 37Q: 3 clusters Score -1372551 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 6160 members 
Entering Unmasked Estep 
Score: -1372559.000000 Penalty: 4435.719727
	Iteration 38Q: 3 clusters Score -1372559 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -1372563.625000 Penalty: 4435.719727
	Iteration 39Q: 3 clusters Score -1372564 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 6187 members 
Entering Unmasked Estep 
Score: -1372568.375000 Penalty: 4435.719727
	Iteration 40F: 3 clusters Score -1372568 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 6206 members 
Entering Unmasked Estep 
Score: -1372571.875000 Penalty: 4435.719727
	Iteration 41Q: 3 clusters Score -1372572 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1432 members 
Mstep: Class 2 contains 6222 members 
Entering Unmasked Estep 
Score: -1372577.125000 Penalty: 4435.719727
	Iteration 42Q: 3 clusters Score -1372577 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1414 members 
Mstep: Class 2 contains 6240 members 
Entering Unmasked Estep 
Score: -1372582.625000 Penalty: 4435.719727
	Iteration 43Q: 3 clusters Score -1372583 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 6258 members 
Entering Unmasked Estep 
Score: -1372588.000000 Penalty: 4435.719727
	Iteration 44Q: 3 clusters Score -1372588 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6270 members 
Entering Unmasked Estep 
Score: -1372593.750000 Penalty: 4435.719727
	Iteration 45Q: 3 clusters Score -1372594 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1373 members 
Mstep: Class 2 contains 6281 members 
Entering Unmasked Estep 
Score: -1372597.125000 Penalty: 4435.719727
	Iteration 46Q: 3 clusters Score -1372597 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -1372597.000000 Penalty: 4435.719727
	Iteration 47Q: 3 clusters Score -1372597 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1355 members 
Mstep: Class 2 contains 6299 members 
Entering Unmasked Estep 
Score: -1372600.875000 Penalty: 4435.719727
	Iteration 48Q: 3 clusters Score -1372601 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 6320 members 
Entering Unmasked Estep 
Score: -1372609.125000 Penalty: 4435.719727
	Iteration 49Q: 3 clusters Score -1372609 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -1372613.875000 Penalty: 4435.719727
	Iteration 50Q: 3 clusters Score -1372614 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1293 members 
Mstep: Class 2 contains 6361 members 
Entering Unmasked Estep 
Score: -1372625.125000 Penalty: 4435.719727
	Iteration 51Q: 3 clusters Score -1372625 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 6377 members 
Entering Unmasked Estep 
Score: -1372634.125000 Penalty: 4435.719727
	Iteration 52Q: 3 clusters Score -1372634 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 6396 members 
Entering Unmasked Estep 
Score: -1372637.750000 Penalty: 4435.719727
	Iteration 53Q: 3 clusters Score -1372638 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1372644.000000 Penalty: 4435.719727
	Iteration 54Q: 3 clusters Score -1372644 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -1372649.875000 Penalty: 4435.719727
	Iteration 55Q: 3 clusters Score -1372650 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 6444 members 
Entering Unmasked Estep 
Score: -1372658.125000 Penalty: 4435.719727
	Iteration 56Q: 3 clusters Score -1372658 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 6461 members 
Entering Unmasked Estep 
Score: -1372664.250000 Penalty: 4435.719727
	Iteration 57Q: 3 clusters Score -1372664 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 6477 members 
Entering Unmasked Estep 
Score: -1372672.125000 Penalty: 4435.719727
	Iteration 58Q: 3 clusters Score -1372672 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 6500 members 
Entering Unmasked Estep 
Score: -1372677.750000 Penalty: 4435.719727
	Iteration 59Q: 3 clusters Score -1372678 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -1372688.500000 Penalty: 4435.719727
	Iteration 60F: 3 clusters Score -1372688 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1372694.375000 Penalty: 4435.719727
	Iteration 61Q: 3 clusters Score -1372694 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 6569 members 
Entering Unmasked Estep 
Score: -1372702.000000 Penalty: 4435.719727
	Iteration 62Q: 3 clusters Score -1372702 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 6585 members 
Entering Unmasked Estep 
Score: -1372703.875000 Penalty: 4435.719727
	Iteration 63Q: 3 clusters Score -1372704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 6596 members 
Entering Unmasked Estep 
Score: -1372710.125000 Penalty: 4435.719727
	Iteration 64Q: 3 clusters Score -1372710 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 6610 members 
Entering Unmasked Estep 
Score: -1372714.250000 Penalty: 4435.719727
	Iteration 65Q: 3 clusters Score -1372714 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 6618 members 
Entering Unmasked Estep 
Score: -1372713.625000 Penalty: 4435.719727
	Iteration 66Q: 3 clusters Score -1372714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 6623 members 
Entering Unmasked Estep 
Score: -1372717.750000 Penalty: 4435.719727
	Iteration 67Q: 3 clusters Score -1372718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6628 members 
Entering Unmasked Estep 
Score: -1372718.125000 Penalty: 4435.719727
	Iteration 68Q: 3 clusters Score -1372718 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 6633 members 
Entering Unmasked Estep 
Score: -1372719.625000 Penalty: 4435.719727
	Iteration 69Q: 3 clusters Score -1372720 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 6640 members 
Entering Unmasked Estep 
Score: -1372719.875000 Penalty: 4435.719727
	Iteration 70Q: 3 clusters Score -1372720 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 6650 members 
Entering Unmasked Estep 
Score: -1372727.000000 Penalty: 4435.719727
	Iteration 71Q: 3 clusters Score -1372727 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 6660 members 
Entering Unmasked Estep 
Score: -1372729.750000 Penalty: 4435.719727
	Iteration 72Q: 3 clusters Score -1372730 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 6668 members 
Entering Unmasked Estep 
Score: -1372730.375000 Penalty: 4435.719727
	Iteration 73Q: 3 clusters Score -1372730 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -1372736.000000 Penalty: 4435.719727
	Iteration 74Q: 3 clusters Score -1372736 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 6683 members 
Entering Unmasked Estep 
Score: -1372736.500000 Penalty: 4435.719727
	Iteration 75Q: 3 clusters Score -1372736 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6697 members 
Entering Unmasked Estep 
Score: -1372740.375000 Penalty: 4435.719727
	Iteration 76Q: 3 clusters Score -1372740 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 6710 members 
Entering Unmasked Estep 
Score: -1372749.250000 Penalty: 4435.719727
	Iteration 77Q: 3 clusters Score -1372749 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 930 members 
Mstep: Class 2 contains 6724 members 
Entering Unmasked Estep 
Score: -1372755.625000 Penalty: 4435.719727
	Iteration 78Q: 3 clusters Score -1372756 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 6743 members 
Entering Unmasked Estep 
Score: -1372763.000000 Penalty: 4435.719727
	Iteration 79Q: 3 clusters Score -1372763 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1372773.250000 Penalty: 4435.719727
	Iteration 80F: 3 clusters Score -1372773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 6774 members 
Entering Unmasked Estep 
Score: -1372780.125000 Penalty: 4435.719727
	Iteration 81Q: 3 clusters Score -1372780 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 6786 members 
Entering Unmasked Estep 
Score: -1372788.625000 Penalty: 4435.719727
	Iteration 82Q: 3 clusters Score -1372789 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1372798.125000 Penalty: 4435.719727
	Iteration 83Q: 3 clusters Score -1372798 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -1372802.625000 Penalty: 4435.719727
	Iteration 84Q: 3 clusters Score -1372803 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 6839 members 
Entering Unmasked Estep 
Score: -1372810.625000 Penalty: 4435.719727
	Iteration 85Q: 3 clusters Score -1372811 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 6851 members 
Entering Unmasked Estep 
Score: -1372815.250000 Penalty: 4435.719727
	Iteration 86Q: 3 clusters Score -1372815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1372816.750000 Penalty: 4435.719727
	Iteration 87Q: 3 clusters Score -1372817 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 6861 members 
Entering Unmasked Estep 
Score: -1372822.250000 Penalty: 4435.719727
	Iteration 88Q: 3 clusters Score -1372822 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -1372823.250000 Penalty: 4435.719727
	Iteration 89Q: 3 clusters Score -1372823 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 6868 members 
Entering Unmasked Estep 
Score: -1372824.000000 Penalty: 4435.719727
	Iteration 90Q: 3 clusters Score -1372824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 6873 members 
Entering Unmasked Estep 
Score: -1372825.250000 Penalty: 4435.719727
	Iteration 91Q: 3 clusters Score -1372825 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 6878 members 
Entering Unmasked Estep 
Score: -1372831.375000 Penalty: 4435.719727
	Iteration 92Q: 3 clusters Score -1372831 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 6884 members 
Entering Unmasked Estep 
Score: -1372831.500000 Penalty: 4435.719727
	Iteration 93Q: 3 clusters Score -1372832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -1372833.500000 Penalty: 4435.719727
	Iteration 94Q: 3 clusters Score -1372834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 6891 members 
Entering Unmasked Estep 
Score: -1372835.750000 Penalty: 4435.719727
	Iteration 95Q: 3 clusters Score -1372836 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 762 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -1372839.375000 Penalty: 4435.719727
	Iteration 96Q: 3 clusters Score -1372839 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 6895 members 
Entering Unmasked Estep 
Score: -1372837.875000 Penalty: 4435.719727
	Iteration 97Q: 3 clusters Score -1372838 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 6903 members 
Entering Unmasked Estep 
Score: -1372841.750000 Penalty: 4435.719727
	Iteration 98Q: 3 clusters Score -1372842 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 6907 members 
Entering Unmasked Estep 
Score: -1372842.500000 Penalty: 4435.719727
	Iteration 99Q: 3 clusters Score -1372842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -1372844.000000 Penalty: 4435.719727
	Iteration 100F: 3 clusters Score -1372844 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 6912 members 
Entering Unmasked Estep 
Score: -1372845.375000 Penalty: 4435.719727
	Iteration 101Q: 3 clusters Score -1372845 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1372849.375000 Penalty: 4435.719727
	Iteration 102Q: 3 clusters Score -1372849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1372848.875000 Penalty: 4435.719727
	Iteration 103Q: 3 clusters Score -1372849 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Mstep: Class 2 contains 6915 members 
Entering Unmasked Estep 
Score: -1372848.125000 Penalty: 4435.719727
	Iteration 104Q: 3 clusters Score -1372848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1372847.125000 Penalty: 4435.719727
	Iteration 105Q: 3 clusters Score -1372847 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 6914 members 
Entering Unmasked Estep 
Score: -1372847.125000 Penalty: 4435.719727
	Iteration 106F: 3 clusters Score -1372847 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (18762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18762 members 
Entering Unmasked Estep 
Score: -3368211.250000 Penalty: 2440.218018
	Iteration 0F: 2 clusters Score -3368211 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 9392 members 
Entering Unmasked Estep 
Score: -3355079.250000 Penalty: 4880.436035
	Iteration 0F: 3 clusters Score -3355079 nChanged 8184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 9336 members 
Entering Unmasked Estep 
Score: -3359649.000000 Penalty: 4880.436035
	Iteration 1F: 3 clusters Score -3359649 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9385 members 
Mstep: Class 2 contains 9377 members 
Entering Unmasked Estep 
Score: -3360439.500000 Penalty: 4880.436035
	Iteration 2F: 3 clusters Score -3360440 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9323 members 
Mstep: Class 2 contains 9439 members 
Entering Unmasked Estep 
Score: -3361291.750000 Penalty: 4880.436035
	Iteration 3F: 3 clusters Score -3361292 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9320 members 
Mstep: Class 2 contains 9442 members 
Entering Unmasked Estep 
Score: -3362226.000000 Penalty: 4880.436035
	Iteration 4F: 3 clusters Score -3362226 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 9427 members 
Entering Unmasked Estep 
Score: -3363168.750000 Penalty: 4880.436035
	Iteration 5F: 3 clusters Score -3363169 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9354 members 
Mstep: Class 2 contains 9408 members 
Entering Unmasked Estep 
Score: -3364222.750000 Penalty: 4880.436035
	Iteration 6F: 3 clusters Score -3364223 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9465 members 
Entering Unmasked Estep 
Score: -3365243.500000 Penalty: 4880.436035
	Iteration 7F: 3 clusters Score -3365244 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9083 members 
Mstep: Class 2 contains 9679 members 
Entering Unmasked Estep 
Score: -3366141.500000 Penalty: 4880.436035
	Iteration 8F: 3 clusters Score -3366142 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8770 members 
Mstep: Class 2 contains 9992 members 
Entering Unmasked Estep 
Score: -3366896.000000 Penalty: 4880.436035
	Iteration 9F: 3 clusters Score -3366896 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8392 members 
Mstep: Class 2 contains 10370 members 
Entering Unmasked Estep 
Score: -3367478.250000 Penalty: 4880.436035
	Iteration 10Q: 3 clusters Score -3367478 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 10642 members 
Entering Unmasked Estep 
Score: -3367801.250000 Penalty: 4880.436035
	Iteration 11Q: 3 clusters Score -3367801 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -3368028.000000 Penalty: 4880.436035
	Iteration 12Q: 3 clusters Score -3368028 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7692 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -3368145.250000 Penalty: 4880.436035
	Iteration 13Q: 3 clusters Score -3368145 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 11235 members 
Entering Unmasked Estep 
Score: -3368215.000000 Penalty: 4880.436035
	Iteration 14Q: 3 clusters Score -3368215 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7381 members 
Mstep: Class 2 contains 11381 members 
Entering Unmasked Estep 
Score: -3368260.250000 Penalty: 4880.436035
	Iteration 15Q: 3 clusters Score -3368260 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 11512 members 
Entering Unmasked Estep 
Score: -3368289.500000 Penalty: 4880.436035
	Iteration 16Q: 3 clusters Score -3368290 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 11632 members 
Entering Unmasked Estep 
Score: -3368296.500000 Penalty: 4880.436035
	Iteration 17Q: 3 clusters Score -3368296 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7008 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -3368328.000000 Penalty: 4880.436035
	Iteration 18Q: 3 clusters Score -3368328 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 11870 members 
Entering Unmasked Estep 
Score: -3368350.750000 Penalty: 4880.436035
	Iteration 19Q: 3 clusters Score -3368351 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6783 members 
Mstep: Class 2 contains 11979 members 
Entering Unmasked Estep 
Score: -3368363.250000 Penalty: 4880.436035
	Iteration 20F: 3 clusters Score -3368363 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6708 members 
Mstep: Class 2 contains 12054 members 
Entering Unmasked Estep 
Score: -3368370.750000 Penalty: 4880.436035
	Iteration 21Q: 3 clusters Score -3368371 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6637 members 
Mstep: Class 2 contains 12125 members 
Entering Unmasked Estep 
Score: -3368383.250000 Penalty: 4880.436035
	Iteration 22Q: 3 clusters Score -3368383 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6558 members 
Mstep: Class 2 contains 12204 members 
Entering Unmasked Estep 
Score: -3368403.500000 Penalty: 4880.436035
	Iteration 23Q: 3 clusters Score -3368404 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6489 members 
Mstep: Class 2 contains 12273 members 
Entering Unmasked Estep 
Score: -3368405.750000 Penalty: 4880.436035
	Iteration 24Q: 3 clusters Score -3368406 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6411 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -3368422.250000 Penalty: 4880.436035
	Iteration 25Q: 3 clusters Score -3368422 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 12415 members 
Entering Unmasked Estep 
Score: -3368429.750000 Penalty: 4880.436035
	Iteration 26Q: 3 clusters Score -3368430 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6284 members 
Mstep: Class 2 contains 12478 members 
Entering Unmasked Estep 
Score: -3368429.500000 Penalty: 4880.436035
	Iteration 27Q: 3 clusters Score -3368430 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6225 members 
Mstep: Class 2 contains 12537 members 
Entering Unmasked Estep 
Score: -3368428.250000 Penalty: 4880.436035
	Iteration 28Q: 3 clusters Score -3368428 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6169 members 
Mstep: Class 2 contains 12593 members 
Entering Unmasked Estep 
Score: -3368441.750000 Penalty: 4880.436035
	Iteration 29Q: 3 clusters Score -3368442 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6112 members 
Mstep: Class 2 contains 12650 members 
Entering Unmasked Estep 
Score: -3368446.250000 Penalty: 4880.436035
	Iteration 30Q: 3 clusters Score -3368446 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6064 members 
Mstep: Class 2 contains 12698 members 
Entering Unmasked Estep 
Score: -3368449.000000 Penalty: 4880.436035
	Iteration 31Q: 3 clusters Score -3368449 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Mstep: Class 2 contains 12759 members 
Entering Unmasked Estep 
Score: -3368456.000000 Penalty: 4880.436035
	Iteration 32Q: 3 clusters Score -3368456 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5939 members 
Mstep: Class 2 contains 12823 members 
Entering Unmasked Estep 
Score: -3368460.250000 Penalty: 4880.436035
	Iteration 33Q: 3 clusters Score -3368460 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5878 members 
Mstep: Class 2 contains 12884 members 
Entering Unmasked Estep 
Score: -3368482.750000 Penalty: 4880.436035
	Iteration 34Q: 3 clusters Score -3368483 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5802 members 
Mstep: Class 2 contains 12960 members 
Entering Unmasked Estep 
Score: -3368493.750000 Penalty: 4880.436035
	Iteration 35Q: 3 clusters Score -3368494 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5739 members 
Mstep: Class 2 contains 13023 members 
Entering Unmasked Estep 
Score: -3368507.000000 Penalty: 4880.436035
	Iteration 36Q: 3 clusters Score -3368507 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 13094 members 
Entering Unmasked Estep 
Score: -3368513.000000 Penalty: 4880.436035
	Iteration 37Q: 3 clusters Score -3368513 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5601 members 
Mstep: Class 2 contains 13161 members 
Entering Unmasked Estep 
Score: -3368521.750000 Penalty: 4880.436035
	Iteration 38Q: 3 clusters Score -3368522 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 13221 members 
Entering Unmasked Estep 
Score: -3368530.250000 Penalty: 4880.436035
	Iteration 39Q: 3 clusters Score -3368530 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5484 members 
Mstep: Class 2 contains 13278 members 
Entering Unmasked Estep 
Score: -3368542.250000 Penalty: 4880.436035
	Iteration 40F: 3 clusters Score -3368542 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5435 members 
Mstep: Class 2 contains 13327 members 
Entering Unmasked Estep 
Score: -3368537.250000 Penalty: 4880.436035
	Iteration 41Q: 3 clusters Score -3368537 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5380 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3368547.750000 Penalty: 4880.436035
	Iteration 42Q: 3 clusters Score -3368548 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5327 members 
Mstep: Class 2 contains 13435 members 
Entering Unmasked Estep 
Score: -3368547.000000 Penalty: 4880.436035
	Iteration 43Q: 3 clusters Score -3368547 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5272 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -3368564.250000 Penalty: 4880.436035
	Iteration 44Q: 3 clusters Score -3368564 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 13557 members 
Entering Unmasked Estep 
Score: -3368575.500000 Penalty: 4880.436035
	Iteration 45Q: 3 clusters Score -3368576 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5145 members 
Mstep: Class 2 contains 13617 members 
Entering Unmasked Estep 
Score: -3368582.250000 Penalty: 4880.436035
	Iteration 46Q: 3 clusters Score -3368582 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5081 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3368586.500000 Penalty: 4880.436035
	Iteration 47Q: 3 clusters Score -3368586 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3368605.500000 Penalty: 4880.436035
	Iteration 48Q: 3 clusters Score -3368606 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4969 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -3368609.000000 Penalty: 4880.436035
	Iteration 49Q: 3 clusters Score -3368609 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 13838 members 
Entering Unmasked Estep 
Score: -3368608.250000 Penalty: 4880.436035
	Iteration 50Q: 3 clusters Score -3368608 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -3368616.000000 Penalty: 4880.436035
	Iteration 51Q: 3 clusters Score -3368616 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 13919 members 
Entering Unmasked Estep 
Score: -3368623.250000 Penalty: 4880.436035
	Iteration 52Q: 3 clusters Score -3368623 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4794 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -3368622.500000 Penalty: 4880.436035
	Iteration 53Q: 3 clusters Score -3368622 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -3368621.250000 Penalty: 4880.436035
	Iteration 54Q: 3 clusters Score -3368621 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 14045 members 
Entering Unmasked Estep 
Score: -3368621.750000 Penalty: 4880.436035
	Iteration 55Q: 3 clusters Score -3368622 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4684 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -3368631.750000 Penalty: 4880.436035
	Iteration 56Q: 3 clusters Score -3368632 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -3368633.500000 Penalty: 4880.436035
	Iteration 57Q: 3 clusters Score -3368634 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4626 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -3368629.000000 Penalty: 4880.436035
	Iteration 58Q: 3 clusters Score -3368629 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4597 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
Score: -3368643.000000 Penalty: 4880.436035
	Iteration 59Q: 3 clusters Score -3368643 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4565 members 
Mstep: Class 2 contains 14197 members 
Entering Unmasked Estep 
Score: -3368643.500000 Penalty: 4880.436035
	Iteration 60F: 3 clusters Score -3368644 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -3368642.000000 Penalty: 4880.436035
	Iteration 61Q: 3 clusters Score -3368642 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4540 members 
Mstep: Class 2 contains 14222 members 
Entering Unmasked Estep 
Score: -3368638.000000 Penalty: 4880.436035
	Iteration 62Q: 3 clusters Score -3368638 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 14226 members 
Entering Unmasked Estep 
Score: -3368646.250000 Penalty: 4880.436035
	Iteration 63Q: 3 clusters Score -3368646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4532 members 
Mstep: Class 2 contains 14230 members 
Entering Unmasked Estep 
Score: -3368645.750000 Penalty: 4880.436035
	Iteration 64Q: 3 clusters Score -3368646 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 14234 members 
Entering Unmasked Estep 
Score: -3368647.500000 Penalty: 4880.436035
	Iteration 65Q: 3 clusters Score -3368648 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4518 members 
Mstep: Class 2 contains 14244 members 
Entering Unmasked Estep 
Score: -3368648.750000 Penalty: 4880.436035
	Iteration 66Q: 3 clusters Score -3368649 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4501 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -3368645.250000 Penalty: 4880.436035
	Iteration 67Q: 3 clusters Score -3368645 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4477 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -3368650.250000 Penalty: 4880.436035
	Iteration 68Q: 3 clusters Score -3368650 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 14297 members 
Entering Unmasked Estep 
Score: -3368651.000000 Penalty: 4880.436035
	Iteration 69Q: 3 clusters Score -3368651 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4453 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -3368652.500000 Penalty: 4880.436035
	Iteration 70Q: 3 clusters Score -3368652 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -3368653.000000 Penalty: 4880.436035
	Iteration 71Q: 3 clusters Score -3368653 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 14327 members 
Entering Unmasked Estep 
Score: -3368656.750000 Penalty: 4880.436035
	Iteration 72Q: 3 clusters Score -3368657 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 14338 members 
Entering Unmasked Estep 
Score: -3368650.750000 Penalty: 4880.436035
	Iteration 73Q: 3 clusters Score -3368651 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4421 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -3368655.500000 Penalty: 4880.436035
	Iteration 74Q: 3 clusters Score -3368656 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3368653.250000 Penalty: 4880.436035
	Iteration 75Q: 3 clusters Score -3368653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 14342 members 
Entering Unmasked Estep 
Score: -3368653.250000 Penalty: 4880.436035
	Iteration 76F: 3 clusters Score -3368653 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 36015 members 
Mstep: Class 3 contains 32537 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 29302 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 48540 members 
Mstep: Class 8 contains 58649 members 
Mstep: Class 9 contains 55796 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 31916 members 
Mstep: Class 12 contains 60609 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44654 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 4420 members 
Mstep: Class 20 contains 279 members 
Mstep: Class 21 contains 47405 members 
Mstep: Class 22 contains 30391 members 
Mstep: Class 23 contains 42489 members 
Mstep: Class 24 contains 33462 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 41195 members 
Mstep: Class 27 contains 53295 members 
Mstep: Class 28 contains 69004 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 26846 members 
Mstep: Class 31 contains 71150 members 
Mstep: Class 32 contains 34522 members 
Mstep: Class 33 contains 47120 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 4948 members 
Mstep: Class 38 contains 980 members 
Mstep: Class 39 contains 22886 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 14342 members 
Entering Unmasked Estep 
Score: -207900992.000000 Penalty: 141594.203125
Splitting cluster 19 changes total score from -207878448.000000 to -207900992.000000
So it's getting split into cluster 41.
Entering ConstructFrom: 
Trying to split cluster 20 (279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Entering Unmasked Estep 
Score: -33535.875000 Penalty: 1396.540527
	Iteration 0F: 2 clusters Score -33535.88 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -32915.667969 Penalty: 2793.081055
	Iteration 0F: 3 clusters Score -32915.67 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -33611.531250 Penalty: 2793.081055
	Iteration 1F: 3 clusters Score -33611.53 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -33862.042969 Penalty: 2793.081055
	Iteration 2F: 3 clusters Score -33862.04 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -33936.250000 Penalty: 2793.081055
	Iteration 3Q: 3 clusters Score -33936.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 97 members 
Entering Unmasked Estep 
Score: -34052.574219 Penalty: 2793.081055
	Iteration 4Q: 3 clusters Score -34052.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -34074.011719 Penalty: 2793.081055
	Iteration 5Q: 3 clusters Score -34074.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -34119.917969 Penalty: 2793.081055
	Iteration 6Q: 3 clusters Score -34119.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -34298.507812 Penalty: 2793.081055
	Iteration 7Q: 3 clusters Score -34298.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 104 members 
Entering Unmasked Estep 
Score: -34298.507812 Penalty: 2793.081055
	Iteration 8F: 3 clusters Score -34298.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 36015 members 
Mstep: Class 3 contains 32537 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 29302 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 48540 members 
Mstep: Class 8 contains 58649 members 
Mstep: Class 9 contains 55796 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 31916 members 
Mstep: Class 12 contains 60609 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44654 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 4420 members 
Mstep: Class 20 contains 175 members 
Mstep: Class 21 contains 47405 members 
Mstep: Class 22 contains 30391 members 
Mstep: Class 23 contains 42489 members 
Mstep: Class 24 contains 33462 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 41195 members 
Mstep: Class 27 contains 53295 members 
Mstep: Class 28 contains 69004 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 26846 members 
Mstep: Class 31 contains 71150 members 
Mstep: Class 32 contains 34522 members 
Mstep: Class 33 contains 47120 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 4948 members 
Mstep: Class 38 contains 980 members 
Mstep: Class 39 contains 22886 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 14342 members 
Mstep: Class 42 contains 104 members 
Entering Unmasked Estep 
Score: -207899824.000000 Penalty: 145047.718750
Splitting cluster 20 changes total score from -207878448.000000 to -207899824.000000
So it's getting split into cluster 42.
Entering ConstructFrom: 
Trying to split cluster 21 (47405 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47405 members 
Entering Unmasked Estep 
Score: -9105726.000000 Penalty: 2670.087891
	Iteration 0F: 2 clusters Score -9105726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 23742 members 
Entering Unmasked Estep 
Score: -9078073.000000 Penalty: 5340.175781
	Iteration 0F: 3 clusters Score -9078073 nChanged 21925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 24201 members 
Entering Unmasked Estep 
Score: -9090158.000000 Penalty: 5340.175781
	Iteration 1F: 3 clusters Score -9090158 nChanged 1928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22938 members 
Mstep: Class 2 contains 24467 members 
Entering Unmasked Estep 
Score: -9090613.000000 Penalty: 5340.175781
	Iteration 2Q: 3 clusters Score -9090613 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 24861 members 
Entering Unmasked Estep 
Score: -9091074.000000 Penalty: 5340.175781
	Iteration 3Q: 3 clusters Score -9091074 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21955 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -9091466.000000 Penalty: 5340.175781
	Iteration 4Q: 3 clusters Score -9091466 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21112 members 
Mstep: Class 2 contains 26293 members 
Entering Unmasked Estep 
Score: -9091999.000000 Penalty: 5340.175781
	Iteration 5Q: 3 clusters Score -9091999 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -9092638.000000 Penalty: 5340.175781
	Iteration 6Q: 3 clusters Score -9092638 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18560 members 
Mstep: Class 2 contains 28845 members 
Entering Unmasked Estep 
Score: -9093538.000000 Penalty: 5340.175781
	Iteration 7Q: 3 clusters Score -9093538 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16852 members 
Mstep: Class 2 contains 30553 members 
Entering Unmasked Estep 
Score: -9094703.000000 Penalty: 5340.175781
	Iteration 8Q: 3 clusters Score -9094703 nChanged 2429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14975 members 
Mstep: Class 2 contains 32430 members 
Entering Unmasked Estep 
Score: -9096297.000000 Penalty: 5340.175781
	Iteration 9F: 3 clusters Score -9096297 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13256 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -9098072.000000 Penalty: 5340.175781
	Iteration 10F: 3 clusters Score -9098072 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11997 members 
Mstep: Class 2 contains 35408 members 
Entering Unmasked Estep 
Score: -9099764.000000 Penalty: 5340.175781
	Iteration 11Q: 3 clusters Score -9099764 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11211 members 
Mstep: Class 2 contains 36194 members 
Entering Unmasked Estep 
Score: -9100998.000000 Penalty: 5340.175781
	Iteration 12Q: 3 clusters Score -9100998 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 36486 members 
Entering Unmasked Estep 
Score: -9101757.000000 Penalty: 5340.175781
	Iteration 13Q: 3 clusters Score -9101757 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 36585 members 
Entering Unmasked Estep 
Score: -9102200.000000 Penalty: 5340.175781
	Iteration 14Q: 3 clusters Score -9102200 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10858 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -9102422.000000 Penalty: 5340.175781
	Iteration 15Q: 3 clusters Score -9102422 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 36464 members 
Entering Unmasked Estep 
Score: -9102588.000000 Penalty: 5340.175781
	Iteration 16Q: 3 clusters Score -9102588 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 36396 members 
Entering Unmasked Estep 
Score: -9102706.000000 Penalty: 5340.175781
	Iteration 17Q: 3 clusters Score -9102706 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11109 members 
Mstep: Class 2 contains 36296 members 
Entering Unmasked Estep 
Score: -9102806.000000 Penalty: 5340.175781
	Iteration 18Q: 3 clusters Score -9102806 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11227 members 
Mstep: Class 2 contains 36178 members 
Entering Unmasked Estep 
Score: -9102874.000000 Penalty: 5340.175781
	Iteration 19Q: 3 clusters Score -9102874 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11400 members 
Mstep: Class 2 contains 36005 members 
Entering Unmasked Estep 
Score: -9102916.000000 Penalty: 5340.175781
	Iteration 20F: 3 clusters Score -9102916 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11598 members 
Mstep: Class 2 contains 35807 members 
Entering Unmasked Estep 
Score: -9102953.000000 Penalty: 5340.175781
	Iteration 21Q: 3 clusters Score -9102953 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 35590 members 
Entering Unmasked Estep 
Score: -9103031.000000 Penalty: 5340.175781
	Iteration 22Q: 3 clusters Score -9103031 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 35386 members 
Entering Unmasked Estep 
Score: -9103108.000000 Penalty: 5340.175781
	Iteration 23Q: 3 clusters Score -9103108 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 35204 members 
Entering Unmasked Estep 
Score: -9103110.000000 Penalty: 5340.175781
	Iteration 24Q: 3 clusters Score -9103110 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 34984 members 
Entering Unmasked Estep 
Score: -9103167.000000 Penalty: 5340.175781
	Iteration 25Q: 3 clusters Score -9103167 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12634 members 
Mstep: Class 2 contains 34771 members 
Entering Unmasked Estep 
Score: -9103242.000000 Penalty: 5340.175781
	Iteration 26Q: 3 clusters Score -9103242 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12842 members 
Mstep: Class 2 contains 34563 members 
Entering Unmasked Estep 
Score: -9103277.000000 Penalty: 5340.175781
	Iteration 27Q: 3 clusters Score -9103277 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13043 members 
Mstep: Class 2 contains 34362 members 
Entering Unmasked Estep 
Score: -9103288.000000 Penalty: 5340.175781
	Iteration 28Q: 3 clusters Score -9103288 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13283 members 
Mstep: Class 2 contains 34122 members 
Entering Unmasked Estep 
Score: -9103308.000000 Penalty: 5340.175781
	Iteration 29Q: 3 clusters Score -9103308 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 33864 members 
Entering Unmasked Estep 
Score: -9103361.000000 Penalty: 5340.175781
	Iteration 30Q: 3 clusters Score -9103361 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13814 members 
Mstep: Class 2 contains 33591 members 
Entering Unmasked Estep 
Score: -9103399.000000 Penalty: 5340.175781
	Iteration 31Q: 3 clusters Score -9103399 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14078 members 
Mstep: Class 2 contains 33327 members 
Entering Unmasked Estep 
Score: -9103462.000000 Penalty: 5340.175781
	Iteration 32Q: 3 clusters Score -9103462 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14359 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -9103578.000000 Penalty: 5340.175781
	Iteration 33Q: 3 clusters Score -9103578 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14643 members 
Mstep: Class 2 contains 32762 members 
Entering Unmasked Estep 
Score: -9103626.000000 Penalty: 5340.175781
	Iteration 34Q: 3 clusters Score -9103626 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14890 members 
Mstep: Class 2 contains 32515 members 
Entering Unmasked Estep 
Score: -9103675.000000 Penalty: 5340.175781
	Iteration 35Q: 3 clusters Score -9103675 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15108 members 
Mstep: Class 2 contains 32297 members 
Entering Unmasked Estep 
Score: -9103699.000000 Penalty: 5340.175781
	Iteration 36Q: 3 clusters Score -9103699 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15335 members 
Mstep: Class 2 contains 32070 members 
Entering Unmasked Estep 
Score: -9103752.000000 Penalty: 5340.175781
	Iteration 37Q: 3 clusters Score -9103752 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15567 members 
Mstep: Class 2 contains 31838 members 
Entering Unmasked Estep 
Score: -9103767.000000 Penalty: 5340.175781
	Iteration 38Q: 3 clusters Score -9103767 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15767 members 
Mstep: Class 2 contains 31638 members 
Entering Unmasked Estep 
Score: -9103780.000000 Penalty: 5340.175781
	Iteration 39Q: 3 clusters Score -9103780 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15971 members 
Mstep: Class 2 contains 31434 members 
Entering Unmasked Estep 
Score: -9103795.000000 Penalty: 5340.175781
	Iteration 40F: 3 clusters Score -9103795 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16187 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -9103831.000000 Penalty: 5340.175781
	Iteration 41Q: 3 clusters Score -9103831 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 31024 members 
Entering Unmasked Estep 
Score: -9103843.000000 Penalty: 5340.175781
	Iteration 42Q: 3 clusters Score -9103843 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16598 members 
Mstep: Class 2 contains 30807 members 
Entering Unmasked Estep 
Score: -9103871.000000 Penalty: 5340.175781
	Iteration 43Q: 3 clusters Score -9103871 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 30617 members 
Entering Unmasked Estep 
Score: -9103902.000000 Penalty: 5340.175781
	Iteration 44Q: 3 clusters Score -9103902 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16981 members 
Mstep: Class 2 contains 30424 members 
Entering Unmasked Estep 
Score: -9103955.000000 Penalty: 5340.175781
	Iteration 45Q: 3 clusters Score -9103955 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17194 members 
Mstep: Class 2 contains 30211 members 
Entering Unmasked Estep 
Score: -9104021.000000 Penalty: 5340.175781
	Iteration 46Q: 3 clusters Score -9104021 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17381 members 
Mstep: Class 2 contains 30024 members 
Entering Unmasked Estep 
Score: -9104075.000000 Penalty: 5340.175781
	Iteration 47Q: 3 clusters Score -9104075 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17553 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -9104103.000000 Penalty: 5340.175781
	Iteration 48Q: 3 clusters Score -9104103 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17713 members 
Mstep: Class 2 contains 29692 members 
Entering Unmasked Estep 
Score: -9104129.000000 Penalty: 5340.175781
	Iteration 49Q: 3 clusters Score -9104129 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 29536 members 
Entering Unmasked Estep 
Score: -9104134.000000 Penalty: 5340.175781
	Iteration 50Q: 3 clusters Score -9104134 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 29391 members 
Entering Unmasked Estep 
Score: -9104134.000000 Penalty: 5340.175781
	Iteration 51Q: 3 clusters Score -9104134 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18109 members 
Mstep: Class 2 contains 29296 members 
Entering Unmasked Estep 
Score: -9104126.000000 Penalty: 5340.175781
	Iteration 52Q: 3 clusters Score -9104126 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18197 members 
Mstep: Class 2 contains 29208 members 
Entering Unmasked Estep 
Score: -9104167.000000 Penalty: 5340.175781
	Iteration 53Q: 3 clusters Score -9104167 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 29119 members 
Entering Unmasked Estep 
Score: -9104168.000000 Penalty: 5340.175781
	Iteration 54Q: 3 clusters Score -9104168 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18375 members 
Mstep: Class 2 contains 29030 members 
Entering Unmasked Estep 
Score: -9104182.000000 Penalty: 5340.175781
	Iteration 55Q: 3 clusters Score -9104182 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 28962 members 
Entering Unmasked Estep 
Score: -9104181.000000 Penalty: 5340.175781
	Iteration 56Q: 3 clusters Score -9104181 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -9104190.000000 Penalty: 5340.175781
	Iteration 57Q: 3 clusters Score -9104190 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 28807 members 
Entering Unmasked Estep 
Score: -9104206.000000 Penalty: 5340.175781
	Iteration 58Q: 3 clusters Score -9104206 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -9104207.000000 Penalty: 5340.175781
	Iteration 59Q: 3 clusters Score -9104207 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18698 members 
Mstep: Class 2 contains 28707 members 
Entering Unmasked Estep 
Score: -9104203.000000 Penalty: 5340.175781
	Iteration 60F: 3 clusters Score -9104203 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18754 members 
Mstep: Class 2 contains 28651 members 
Entering Unmasked Estep 
Score: -9104193.000000 Penalty: 5340.175781
	Iteration 61Q: 3 clusters Score -9104193 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18818 members 
Mstep: Class 2 contains 28587 members 
Entering Unmasked Estep 
Score: -9104227.000000 Penalty: 5340.175781
	Iteration 62Q: 3 clusters Score -9104227 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18876 members 
Mstep: Class 2 contains 28529 members 
Entering Unmasked Estep 
Score: -9104240.000000 Penalty: 5340.175781
	Iteration 63Q: 3 clusters Score -9104240 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18930 members 
Mstep: Class 2 contains 28475 members 
Entering Unmasked Estep 
Score: -9104242.000000 Penalty: 5340.175781
	Iteration 64Q: 3 clusters Score -9104242 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 28439 members 
Entering Unmasked Estep 
Score: -9104262.000000 Penalty: 5340.175781
	Iteration 65Q: 3 clusters Score -9104262 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18998 members 
Mstep: Class 2 contains 28407 members 
Entering Unmasked Estep 
Score: -9104274.000000 Penalty: 5340.175781
	Iteration 66Q: 3 clusters Score -9104274 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19035 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9104264.000000 Penalty: 5340.175781
	Iteration 67Q: 3 clusters Score -9104264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 28354 members 
Entering Unmasked Estep 
Score: -9104264.000000 Penalty: 5340.175781
	Iteration 68Q: 3 clusters Score -9104264 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19071 members 
Mstep: Class 2 contains 28334 members 
Entering Unmasked Estep 
Score: -9104255.000000 Penalty: 5340.175781
	Iteration 69Q: 3 clusters Score -9104255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19087 members 
Mstep: Class 2 contains 28318 members 
Entering Unmasked Estep 
Score: -9104261.000000 Penalty: 5340.175781
	Iteration 70Q: 3 clusters Score -9104261 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19103 members 
Mstep: Class 2 contains 28302 members 
Entering Unmasked Estep 
Score: -9104268.000000 Penalty: 5340.175781
	Iteration 71Q: 3 clusters Score -9104268 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -9104246.000000 Penalty: 5340.175781
	Iteration 72Q: 3 clusters Score -9104246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19121 members 
Mstep: Class 2 contains 28284 members 
Entering Unmasked Estep 
Score: -9104272.000000 Penalty: 5340.175781
	Iteration 73Q: 3 clusters Score -9104272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -9104267.000000 Penalty: 5340.175781
	Iteration 74Q: 3 clusters Score -9104267 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 28262 members 
Entering Unmasked Estep 
Score: -9104267.000000 Penalty: 5340.175781
	Iteration 75Q: 3 clusters Score -9104267 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19146 members 
Mstep: Class 2 contains 28259 members 
Entering Unmasked Estep 
Score: -9104271.000000 Penalty: 5340.175781
	Iteration 76Q: 3 clusters Score -9104271 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19149 members 
Mstep: Class 2 contains 28256 members 
Entering Unmasked Estep 
Score: -9104273.000000 Penalty: 5340.175781
	Iteration 77Q: 3 clusters Score -9104273 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19151 members 
Mstep: Class 2 contains 28254 members 
Entering Unmasked Estep 
Score: -9104283.000000 Penalty: 5340.175781
	Iteration 78Q: 3 clusters Score -9104283 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19154 members 
Mstep: Class 2 contains 28251 members 
Entering Unmasked Estep 
Score: -9104278.000000 Penalty: 5340.175781
	Iteration 79Q: 3 clusters Score -9104278 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -9104288.000000 Penalty: 5340.175781
	Iteration 80F: 3 clusters Score -9104288 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19156 members 
Mstep: Class 2 contains 28249 members 
Entering Unmasked Estep 
Score: -9104286.000000 Penalty: 5340.175781
	Iteration 81Q: 3 clusters Score -9104286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19157 members 
Mstep: Class 2 contains 28248 members 
Entering Unmasked Estep 
Score: -9104285.000000 Penalty: 5340.175781
	Iteration 82Q: 3 clusters Score -9104285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -9104282.000000 Penalty: 5340.175781
	Iteration 83Q: 3 clusters Score -9104282 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -9104282.000000 Penalty: 5340.175781
	Iteration 84F: 3 clusters Score -9104282 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (30391 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30391 members 
Entering Unmasked Estep 
Score: -5809210.500000 Penalty: 2559.831543
	Iteration 0F: 2 clusters Score -5809210 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15192 members 
Mstep: Class 2 contains 15199 members 
Entering Unmasked Estep 
Score: -5788812.000000 Penalty: 5119.663086
	Iteration 0F: 3 clusters Score -5788812 nChanged 13719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14951 members 
Mstep: Class 2 contains 15440 members 
Entering Unmasked Estep 
Score: -5796276.500000 Penalty: 5119.663086
	Iteration 1F: 3 clusters Score -5796276 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -5796682.000000 Penalty: 5119.663086
	Iteration 2Q: 3 clusters Score -5796682 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -5796959.000000 Penalty: 5119.663086
	Iteration 3Q: 3 clusters Score -5796959 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14696 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -5797189.500000 Penalty: 5119.663086
	Iteration 4Q: 3 clusters Score -5797190 nChanged 854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14582 members 
Mstep: Class 2 contains 15809 members 
Entering Unmasked Estep 
Score: -5797387.500000 Penalty: 5119.663086
	Iteration 5Q: 3 clusters Score -5797388 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 15964 members 
Entering Unmasked Estep 
Score: -5797546.500000 Penalty: 5119.663086
	Iteration 6Q: 3 clusters Score -5797546 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14232 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -5797682.500000 Penalty: 5119.663086
	Iteration 7Q: 3 clusters Score -5797682 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13978 members 
Mstep: Class 2 contains 16413 members 
Entering Unmasked Estep 
Score: -5797831.000000 Penalty: 5119.663086
	Iteration 8Q: 3 clusters Score -5797831 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -5797996.500000 Penalty: 5119.663086
	Iteration 9Q: 3 clusters Score -5797996 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 17329 members 
Entering Unmasked Estep 
Score: -5798241.000000 Penalty: 5119.663086
	Iteration 10Q: 3 clusters Score -5798241 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -5798590.500000 Penalty: 5119.663086
	Iteration 11Q: 3 clusters Score -5798590 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11475 members 
Mstep: Class 2 contains 18916 members 
Entering Unmasked Estep 
Score: -5799027.500000 Penalty: 5119.663086
	Iteration 12Q: 3 clusters Score -5799028 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10370 members 
Mstep: Class 2 contains 20021 members 
Entering Unmasked Estep 
Score: -5799648.000000 Penalty: 5119.663086
	Iteration 13Q: 3 clusters Score -5799648 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 21343 members 
Entering Unmasked Estep 
Score: -5800512.000000 Penalty: 5119.663086
	Iteration 14Q: 3 clusters Score -5800512 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 22892 members 
Entering Unmasked Estep 
Score: -5801643.000000 Penalty: 5119.663086
	Iteration 15F: 3 clusters Score -5801643 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5927 members 
Mstep: Class 2 contains 24464 members 
Entering Unmasked Estep 
Score: -5802848.500000 Penalty: 5119.663086
	Iteration 16F: 3 clusters Score -5802848 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4476 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -5804011.000000 Penalty: 5119.663086
	Iteration 17Q: 3 clusters Score -5804011 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -5804879.000000 Penalty: 5119.663086
	Iteration 18Q: 3 clusters Score -5804879 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -5805606.500000 Penalty: 5119.663086
	Iteration 19Q: 3 clusters Score -5805606 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 28672 members 
Entering Unmasked Estep 
Score: -5806028.000000 Penalty: 5119.663086
	Iteration 20F: 3 clusters Score -5806028 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 29075 members 
Entering Unmasked Estep 
Score: -5806314.000000 Penalty: 5119.663086
	Iteration 21Q: 3 clusters Score -5806314 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 29342 members 
Entering Unmasked Estep 
Score: -5806482.500000 Penalty: 5119.663086
	Iteration 22Q: 3 clusters Score -5806482 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 885 members 
Mstep: Class 2 contains 29506 members 
Entering Unmasked Estep 
Score: -5806603.500000 Penalty: 5119.663086
	Iteration 23Q: 3 clusters Score -5806604 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -5806707.000000 Penalty: 5119.663086
	Iteration 24Q: 3 clusters Score -5806707 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 29706 members 
Entering Unmasked Estep 
Score: -5806765.500000 Penalty: 5119.663086
	Iteration 25Q: 3 clusters Score -5806766 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 29759 members 
Entering Unmasked Estep 
Score: -5806812.500000 Penalty: 5119.663086
	Iteration 26Q: 3 clusters Score -5806812 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 29796 members 
Entering Unmasked Estep 
Score: -5806857.000000 Penalty: 5119.663086
	Iteration 27Q: 3 clusters Score -5806857 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 29825 members 
Entering Unmasked Estep 
Score: -5806874.000000 Penalty: 5119.663086
	Iteration 28Q: 3 clusters Score -5806874 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 29848 members 
Entering Unmasked Estep 
Score: -5806894.500000 Penalty: 5119.663086
	Iteration 29Q: 3 clusters Score -5806894 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 29861 members 
Entering Unmasked Estep 
Score: -5806903.000000 Penalty: 5119.663086
	Iteration 30Q: 3 clusters Score -5806903 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 29868 members 
Entering Unmasked Estep 
Score: -5806913.500000 Penalty: 5119.663086
	Iteration 31Q: 3 clusters Score -5806914 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 29875 members 
Entering Unmasked Estep 
Score: -5806917.500000 Penalty: 5119.663086
	Iteration 32Q: 3 clusters Score -5806918 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 29885 members 
Entering Unmasked Estep 
Score: -5806929.000000 Penalty: 5119.663086
	Iteration 33Q: 3 clusters Score -5806929 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 29891 members 
Entering Unmasked Estep 
Score: -5806930.000000 Penalty: 5119.663086
	Iteration 34Q: 3 clusters Score -5806930 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -5806928.500000 Penalty: 5119.663086
	Iteration 35Q: 3 clusters Score -5806928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -5806930.500000 Penalty: 5119.663086
	Iteration 36Q: 3 clusters Score -5806930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 29908 members 
Entering Unmasked Estep 
Score: -5806935.500000 Penalty: 5119.663086
	Iteration 37Q: 3 clusters Score -5806936 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 29911 members 
Entering Unmasked Estep 
Score: -5806941.000000 Penalty: 5119.663086
	Iteration 38Q: 3 clusters Score -5806941 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -5806948.500000 Penalty: 5119.663086
	Iteration 39Q: 3 clusters Score -5806948 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -5806948.500000 Penalty: 5119.663086
	Iteration 40F: 3 clusters Score -5806948 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (42489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42489 members 
Entering Unmasked Estep 
Score: -8144208.000000 Penalty: 2642.936035
	Iteration 0F: 2 clusters Score -8144208 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21103 members 
Mstep: Class 2 contains 21386 members 
Entering Unmasked Estep 
Score: -8118250.000000 Penalty: 5285.872070
	Iteration 0F: 3 clusters Score -8118250 nChanged 19484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20343 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -8128843.000000 Penalty: 5285.872070
	Iteration 1F: 3 clusters Score -8128843 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 22704 members 
Entering Unmasked Estep 
Score: -8129413.000000 Penalty: 5285.872070
	Iteration 2Q: 3 clusters Score -8129413 nChanged 1759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18966 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -8129975.500000 Penalty: 5285.872070
	Iteration 3Q: 3 clusters Score -8129976 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17859 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -8130710.500000 Penalty: 5285.872070
	Iteration 4Q: 3 clusters Score -8130710 nChanged 2254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16397 members 
Mstep: Class 2 contains 26092 members 
Entering Unmasked Estep 
Score: -8131873.000000 Penalty: 5285.872070
	Iteration 5F: 3 clusters Score -8131873 nChanged 2547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -8133528.500000 Penalty: 5285.872070
	Iteration 6F: 3 clusters Score -8133528 nChanged 2878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12824 members 
Mstep: Class 2 contains 29665 members 
Entering Unmasked Estep 
Score: -8135894.000000 Penalty: 5285.872070
	Iteration 7F: 3 clusters Score -8135894 nChanged 2784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11252 members 
Mstep: Class 2 contains 31237 members 
Entering Unmasked Estep 
Score: -8138284.000000 Penalty: 5285.872070
	Iteration 8F: 3 clusters Score -8138284 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10296 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -8139954.000000 Penalty: 5285.872070
	Iteration 9F: 3 clusters Score -8139954 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 32636 members 
Entering Unmasked Estep 
Score: -8140794.500000 Penalty: 5285.872070
	Iteration 10Q: 3 clusters Score -8140794 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9591 members 
Mstep: Class 2 contains 32898 members 
Entering Unmasked Estep 
Score: -8141249.000000 Penalty: 5285.872070
	Iteration 11Q: 3 clusters Score -8141249 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9319 members 
Mstep: Class 2 contains 33170 members 
Entering Unmasked Estep 
Score: -8141549.500000 Penalty: 5285.872070
	Iteration 12Q: 3 clusters Score -8141550 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9098 members 
Mstep: Class 2 contains 33391 members 
Entering Unmasked Estep 
Score: -8141841.500000 Penalty: 5285.872070
	Iteration 13Q: 3 clusters Score -8141842 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8884 members 
Mstep: Class 2 contains 33605 members 
Entering Unmasked Estep 
Score: -8142148.500000 Penalty: 5285.872070
	Iteration 14Q: 3 clusters Score -8142148 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8672 members 
Mstep: Class 2 contains 33817 members 
Entering Unmasked Estep 
Score: -8142398.000000 Penalty: 5285.872070
	Iteration 15Q: 3 clusters Score -8142398 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8498 members 
Mstep: Class 2 contains 33991 members 
Entering Unmasked Estep 
Score: -8142621.000000 Penalty: 5285.872070
	Iteration 16Q: 3 clusters Score -8142621 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 34109 members 
Entering Unmasked Estep 
Score: -8142791.500000 Penalty: 5285.872070
	Iteration 17Q: 3 clusters Score -8142792 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 34186 members 
Entering Unmasked Estep 
Score: -8142852.500000 Penalty: 5285.872070
	Iteration 18Q: 3 clusters Score -8142852 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 34290 members 
Entering Unmasked Estep 
Score: -8142939.000000 Penalty: 5285.872070
	Iteration 19Q: 3 clusters Score -8142939 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8129 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -8142990.000000 Penalty: 5285.872070
	Iteration 20F: 3 clusters Score -8142990 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 34428 members 
Entering Unmasked Estep 
Score: -8143043.500000 Penalty: 5285.872070
	Iteration 21Q: 3 clusters Score -8143044 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 34486 members 
Entering Unmasked Estep 
Score: -8143077.500000 Penalty: 5285.872070
	Iteration 22Q: 3 clusters Score -8143078 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 34533 members 
Entering Unmasked Estep 
Score: -8143114.500000 Penalty: 5285.872070
	Iteration 23Q: 3 clusters Score -8143114 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7904 members 
Mstep: Class 2 contains 34585 members 
Entering Unmasked Estep 
Score: -8143128.000000 Penalty: 5285.872070
	Iteration 24Q: 3 clusters Score -8143128 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7848 members 
Mstep: Class 2 contains 34641 members 
Entering Unmasked Estep 
Score: -8143155.000000 Penalty: 5285.872070
	Iteration 25Q: 3 clusters Score -8143155 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7807 members 
Mstep: Class 2 contains 34682 members 
Entering Unmasked Estep 
Score: -8143184.000000 Penalty: 5285.872070
	Iteration 26Q: 3 clusters Score -8143184 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7773 members 
Mstep: Class 2 contains 34716 members 
Entering Unmasked Estep 
Score: -8143176.000000 Penalty: 5285.872070
	Iteration 27Q: 3 clusters Score -8143176 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 34741 members 
Entering Unmasked Estep 
Score: -8143180.000000 Penalty: 5285.872070
	Iteration 28Q: 3 clusters Score -8143180 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 34769 members 
Entering Unmasked Estep 
Score: -8143175.000000 Penalty: 5285.872070
	Iteration 29Q: 3 clusters Score -8143175 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7695 members 
Mstep: Class 2 contains 34794 members 
Entering Unmasked Estep 
Score: -8143191.500000 Penalty: 5285.872070
	Iteration 30Q: 3 clusters Score -8143192 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 34822 members 
Entering Unmasked Estep 
Score: -8143195.000000 Penalty: 5285.872070
	Iteration 31Q: 3 clusters Score -8143195 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7652 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -8143211.500000 Penalty: 5285.872070
	Iteration 32Q: 3 clusters Score -8143212 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7634 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -8143218.500000 Penalty: 5285.872070
	Iteration 33Q: 3 clusters Score -8143218 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -8143228.000000 Penalty: 5285.872070
	Iteration 34Q: 3 clusters Score -8143228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 34880 members 
Entering Unmasked Estep 
Score: -8143220.500000 Penalty: 5285.872070
	Iteration 35Q: 3 clusters Score -8143220 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7597 members 
Mstep: Class 2 contains 34892 members 
Entering Unmasked Estep 
Score: -8143231.000000 Penalty: 5285.872070
	Iteration 36Q: 3 clusters Score -8143231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 34908 members 
Entering Unmasked Estep 
Score: -8143231.000000 Penalty: 5285.872070
	Iteration 37Q: 3 clusters Score -8143231 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 34922 members 
Entering Unmasked Estep 
Score: -8143240.000000 Penalty: 5285.872070
	Iteration 38Q: 3 clusters Score -8143240 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7554 members 
Mstep: Class 2 contains 34935 members 
Entering Unmasked Estep 
Score: -8143248.500000 Penalty: 5285.872070
	Iteration 39Q: 3 clusters Score -8143248 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7539 members 
Mstep: Class 2 contains 34950 members 
Entering Unmasked Estep 
Score: -8143247.000000 Penalty: 5285.872070
	Iteration 40F: 3 clusters Score -8143247 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7526 members 
Mstep: Class 2 contains 34963 members 
Entering Unmasked Estep 
Score: -8143245.000000 Penalty: 5285.872070
	Iteration 41Q: 3 clusters Score -8143245 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7509 members 
Mstep: Class 2 contains 34980 members 
Entering Unmasked Estep 
Score: -8143249.000000 Penalty: 5285.872070
	Iteration 42Q: 3 clusters Score -8143249 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 34992 members 
Entering Unmasked Estep 
Score: -8143253.000000 Penalty: 5285.872070
	Iteration 43Q: 3 clusters Score -8143253 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 35004 members 
Entering Unmasked Estep 
Score: -8143247.500000 Penalty: 5285.872070
	Iteration 44Q: 3 clusters Score -8143248 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 35014 members 
Entering Unmasked Estep 
Score: -8143244.500000 Penalty: 5285.872070
	Iteration 45Q: 3 clusters Score -8143244 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 35026 members 
Entering Unmasked Estep 
Score: -8143250.000000 Penalty: 5285.872070
	Iteration 46Q: 3 clusters Score -8143250 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 35037 members 
Entering Unmasked Estep 
Score: -8143258.000000 Penalty: 5285.872070
	Iteration 47Q: 3 clusters Score -8143258 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7443 members 
Mstep: Class 2 contains 35046 members 
Entering Unmasked Estep 
Score: -8143260.000000 Penalty: 5285.872070
	Iteration 48Q: 3 clusters Score -8143260 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7434 members 
Mstep: Class 2 contains 35055 members 
Entering Unmasked Estep 
Score: -8143269.500000 Penalty: 5285.872070
	Iteration 49Q: 3 clusters Score -8143270 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7429 members 
Mstep: Class 2 contains 35060 members 
Entering Unmasked Estep 
Score: -8143271.000000 Penalty: 5285.872070
	Iteration 50Q: 3 clusters Score -8143271 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 35064 members 
Entering Unmasked Estep 
Score: -8143267.000000 Penalty: 5285.872070
	Iteration 51Q: 3 clusters Score -8143267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7420 members 
Mstep: Class 2 contains 35069 members 
Entering Unmasked Estep 
Score: -8143263.000000 Penalty: 5285.872070
	Iteration 52Q: 3 clusters Score -8143263 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7415 members 
Mstep: Class 2 contains 35074 members 
Entering Unmasked Estep 
Score: -8143261.000000 Penalty: 5285.872070
	Iteration 53Q: 3 clusters Score -8143261 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7411 members 
Mstep: Class 2 contains 35078 members 
Entering Unmasked Estep 
Score: -8143259.500000 Penalty: 5285.872070
	Iteration 54Q: 3 clusters Score -8143260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7410 members 
Mstep: Class 2 contains 35079 members 
Entering Unmasked Estep 
Score: -8143262.500000 Penalty: 5285.872070
	Iteration 55Q: 3 clusters Score -8143262 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 35082 members 
Entering Unmasked Estep 
Score: -8143264.500000 Penalty: 5285.872070
	Iteration 56Q: 3 clusters Score -8143264 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7405 members 
Mstep: Class 2 contains 35084 members 
Entering Unmasked Estep 
Score: -8143261.000000 Penalty: 5285.872070
	Iteration 57Q: 3 clusters Score -8143261 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -8143263.000000 Penalty: 5285.872070
	Iteration 58Q: 3 clusters Score -8143263 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7400 members 
Mstep: Class 2 contains 35089 members 
Entering Unmasked Estep 
Score: -8143253.500000 Penalty: 5285.872070
	Iteration 59Q: 3 clusters Score -8143254 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 35092 members 
Entering Unmasked Estep 
Score: -8143260.000000 Penalty: 5285.872070
	Iteration 60F: 3 clusters Score -8143260 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 35095 members 
Entering Unmasked Estep 
Score: -8143263.500000 Penalty: 5285.872070
	Iteration 61Q: 3 clusters Score -8143264 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7389 members 
Mstep: Class 2 contains 35100 members 
Entering Unmasked Estep 
Score: -8143272.000000 Penalty: 5285.872070
	Iteration 62Q: 3 clusters Score -8143272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 35102 members 
Entering Unmasked Estep 
Score: -8143274.000000 Penalty: 5285.872070
	Iteration 63Q: 3 clusters Score -8143274 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7383 members 
Mstep: Class 2 contains 35106 members 
Entering Unmasked Estep 
Score: -8143272.000000 Penalty: 5285.872070
	Iteration 64Q: 3 clusters Score -8143272 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 35111 members 
Entering Unmasked Estep 
Score: -8143264.000000 Penalty: 5285.872070
	Iteration 65Q: 3 clusters Score -8143264 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7371 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -8143264.500000 Penalty: 5285.872070
	Iteration 66Q: 3 clusters Score -8143264 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7363 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -8143268.000000 Penalty: 5285.872070
	Iteration 67Q: 3 clusters Score -8143268 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7350 members 
Mstep: Class 2 contains 35139 members 
Entering Unmasked Estep 
Score: -8143269.500000 Penalty: 5285.872070
	Iteration 68Q: 3 clusters Score -8143270 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 35159 members 
Entering Unmasked Estep 
Score: -8143260.500000 Penalty: 5285.872070
	Iteration 69Q: 3 clusters Score -8143260 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 35178 members 
Entering Unmasked Estep 
Score: -8143256.000000 Penalty: 5285.872070
	Iteration 70Q: 3 clusters Score -8143256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 35195 members 
Entering Unmasked Estep 
Score: -8143263.500000 Penalty: 5285.872070
	Iteration 71Q: 3 clusters Score -8143264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 35207 members 
Entering Unmasked Estep 
Score: -8143266.000000 Penalty: 5285.872070
	Iteration 72Q: 3 clusters Score -8143266 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7272 members 
Mstep: Class 2 contains 35217 members 
Entering Unmasked Estep 
Score: -8143260.500000 Penalty: 5285.872070
	Iteration 73Q: 3 clusters Score -8143260 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7263 members 
Mstep: Class 2 contains 35226 members 
Entering Unmasked Estep 
Score: -8143250.000000 Penalty: 5285.872070
	Iteration 74Q: 3 clusters Score -8143250 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 35235 members 
Entering Unmasked Estep 
Score: -8143259.500000 Penalty: 5285.872070
	Iteration 75Q: 3 clusters Score -8143260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7240 members 
Mstep: Class 2 contains 35249 members 
Entering Unmasked Estep 
Score: -8143261.500000 Penalty: 5285.872070
	Iteration 76Q: 3 clusters Score -8143262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 35267 members 
Entering Unmasked Estep 
Score: -8143271.500000 Penalty: 5285.872070
	Iteration 77Q: 3 clusters Score -8143272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7204 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -8143273.500000 Penalty: 5285.872070
	Iteration 78Q: 3 clusters Score -8143274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7182 members 
Mstep: Class 2 contains 35307 members 
Entering Unmasked Estep 
Score: -8143275.500000 Penalty: 5285.872070
	Iteration 79Q: 3 clusters Score -8143276 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7163 members 
Mstep: Class 2 contains 35326 members 
Entering Unmasked Estep 
Score: -8143286.000000 Penalty: 5285.872070
	Iteration 80F: 3 clusters Score -8143286 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 35351 members 
Entering Unmasked Estep 
Score: -8143282.000000 Penalty: 5285.872070
	Iteration 81Q: 3 clusters Score -8143282 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7115 members 
Mstep: Class 2 contains 35374 members 
Entering Unmasked Estep 
Score: -8143280.500000 Penalty: 5285.872070
	Iteration 82Q: 3 clusters Score -8143280 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 35397 members 
Entering Unmasked Estep 
Score: -8143279.000000 Penalty: 5285.872070
	Iteration 83Q: 3 clusters Score -8143279 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7072 members 
Mstep: Class 2 contains 35417 members 
Entering Unmasked Estep 
Score: -8143277.500000 Penalty: 5285.872070
	Iteration 84Q: 3 clusters Score -8143278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 35437 members 
Entering Unmasked Estep 
Score: -8143285.000000 Penalty: 5285.872070
	Iteration 85Q: 3 clusters Score -8143285 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
Score: -8143280.500000 Penalty: 5285.872070
	Iteration 86Q: 3 clusters Score -8143280 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7027 members 
Mstep: Class 2 contains 35462 members 
Entering Unmasked Estep 
Score: -8143302.000000 Penalty: 5285.872070
	Iteration 87Q: 3 clusters Score -8143302 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -8143301.500000 Penalty: 5285.872070
	Iteration 88Q: 3 clusters Score -8143302 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7000 members 
Mstep: Class 2 contains 35489 members 
Entering Unmasked Estep 
Score: -8143303.500000 Penalty: 5285.872070
	Iteration 89Q: 3 clusters Score -8143304 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 35504 members 
Entering Unmasked Estep 
Score: -8143295.000000 Penalty: 5285.872070
	Iteration 90Q: 3 clusters Score -8143295 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6968 members 
Mstep: Class 2 contains 35521 members 
Entering Unmasked Estep 
Score: -8143291.500000 Penalty: 5285.872070
	Iteration 91Q: 3 clusters Score -8143292 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6955 members 
Mstep: Class 2 contains 35534 members 
Entering Unmasked Estep 
Score: -8143292.000000 Penalty: 5285.872070
	Iteration 92Q: 3 clusters Score -8143292 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6945 members 
Mstep: Class 2 contains 35544 members 
Entering Unmasked Estep 
Score: -8143299.000000 Penalty: 5285.872070
	Iteration 93Q: 3 clusters Score -8143299 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 35551 members 
Entering Unmasked Estep 
Score: -8143303.500000 Penalty: 5285.872070
	Iteration 94Q: 3 clusters Score -8143304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6927 members 
Mstep: Class 2 contains 35562 members 
Entering Unmasked Estep 
Score: -8143303.000000 Penalty: 5285.872070
	Iteration 95Q: 3 clusters Score -8143303 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 35572 members 
Entering Unmasked Estep 
Score: -8143303.500000 Penalty: 5285.872070
	Iteration 96Q: 3 clusters Score -8143304 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6903 members 
Mstep: Class 2 contains 35586 members 
Entering Unmasked Estep 
Score: -8143317.000000 Penalty: 5285.872070
	Iteration 97Q: 3 clusters Score -8143317 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6892 members 
Mstep: Class 2 contains 35597 members 
Entering Unmasked Estep 
Score: -8143313.500000 Penalty: 5285.872070
	Iteration 98Q: 3 clusters Score -8143314 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6883 members 
Mstep: Class 2 contains 35606 members 
Entering Unmasked Estep 
Score: -8143312.500000 Penalty: 5285.872070
	Iteration 99Q: 3 clusters Score -8143312 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6873 members 
Mstep: Class 2 contains 35616 members 
Entering Unmasked Estep 
Score: -8143310.000000 Penalty: 5285.872070
	Iteration 100F: 3 clusters Score -8143310 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6865 members 
Mstep: Class 2 contains 35624 members 
Entering Unmasked Estep 
Score: -8143297.000000 Penalty: 5285.872070
	Iteration 101Q: 3 clusters Score -8143297 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6861 members 
Mstep: Class 2 contains 35628 members 
Entering Unmasked Estep 
Score: -8143294.500000 Penalty: 5285.872070
	Iteration 102Q: 3 clusters Score -8143294 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6857 members 
Mstep: Class 2 contains 35632 members 
Entering Unmasked Estep 
Score: -8143290.500000 Penalty: 5285.872070
	Iteration 103Q: 3 clusters Score -8143290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6853 members 
Mstep: Class 2 contains 35636 members 
Entering Unmasked Estep 
Score: -8143279.500000 Penalty: 5285.872070
	Iteration 104Q: 3 clusters Score -8143280 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6851 members 
Mstep: Class 2 contains 35638 members 
Entering Unmasked Estep 
Score: -8143287.000000 Penalty: 5285.872070
	Iteration 105Q: 3 clusters Score -8143287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6848 members 
Mstep: Class 2 contains 35641 members 
Entering Unmasked Estep 
Score: -8143288.000000 Penalty: 5285.872070
	Iteration 106Q: 3 clusters Score -8143288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 35644 members 
Entering Unmasked Estep 
Score: -8143282.000000 Penalty: 5285.872070
	Iteration 107Q: 3 clusters Score -8143282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6844 members 
Mstep: Class 2 contains 35645 members 
Entering Unmasked Estep 
Score: -8143284.000000 Penalty: 5285.872070
	Iteration 108Q: 3 clusters Score -8143284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6843 members 
Mstep: Class 2 contains 35646 members 
Entering Unmasked Estep 
Score: -8143284.500000 Penalty: 5285.872070
	Iteration 109Q: 3 clusters Score -8143284 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6842 members 
Mstep: Class 2 contains 35647 members 
Entering Unmasked Estep 
Score: -8143283.000000 Penalty: 5285.872070
	Iteration 110Q: 3 clusters Score -8143283 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6840 members 
Mstep: Class 2 contains 35649 members 
Entering Unmasked Estep 
Score: -8143282.500000 Penalty: 5285.872070
	Iteration 111Q: 3 clusters Score -8143282 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6839 members 
Mstep: Class 2 contains 35650 members 
Entering Unmasked Estep 
Score: -8143288.500000 Penalty: 5285.872070
	Iteration 112Q: 3 clusters Score -8143288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 35653 members 
Entering Unmasked Estep 
Score: -8143288.000000 Penalty: 5285.872070
	Iteration 113Q: 3 clusters Score -8143288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6832 members 
Mstep: Class 2 contains 35657 members 
Entering Unmasked Estep 
Score: -8143285.500000 Penalty: 5285.872070
	Iteration 114Q: 3 clusters Score -8143286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 35659 members 
Entering Unmasked Estep 
Score: -8143279.500000 Penalty: 5285.872070
	Iteration 115Q: 3 clusters Score -8143280 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -8143278.000000 Penalty: 5285.872070
	Iteration 116Q: 3 clusters Score -8143278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 35660 members 
Entering Unmasked Estep 
Score: -8143278.000000 Penalty: 5285.872070
	Iteration 117F: 3 clusters Score -8143278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (33462 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33462 members 
Entering Unmasked Estep 
Score: -6599416.000000 Penalty: 2583.705322
	Iteration 0F: 2 clusters Score -6599416 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16652 members 
Mstep: Class 2 contains 16810 members 
Entering Unmasked Estep 
Score: -6578201.000000 Penalty: 5167.410645
	Iteration 0F: 3 clusters Score -6578201 nChanged 15201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -6586471.000000 Penalty: 5167.410645
	Iteration 1F: 3 clusters Score -6586471 nChanged 1532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15925 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -6587014.000000 Penalty: 5167.410645
	Iteration 2Q: 3 clusters Score -6587014 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15552 members 
Mstep: Class 2 contains 17910 members 
Entering Unmasked Estep 
Score: -6587462.500000 Penalty: 5167.410645
	Iteration 3Q: 3 clusters Score -6587462 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15032 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -6587974.000000 Penalty: 5167.410645
	Iteration 4Q: 3 clusters Score -6587974 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 19144 members 
Entering Unmasked Estep 
Score: -6588546.500000 Penalty: 5167.410645
	Iteration 5Q: 3 clusters Score -6588546 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13426 members 
Mstep: Class 2 contains 20036 members 
Entering Unmasked Estep 
Score: -6589261.500000 Penalty: 5167.410645
	Iteration 6Q: 3 clusters Score -6589262 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12334 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -6590189.000000 Penalty: 5167.410645
	Iteration 7F: 3 clusters Score -6590189 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11117 members 
Mstep: Class 2 contains 22345 members 
Entering Unmasked Estep 
Score: -6591430.000000 Penalty: 5167.410645
	Iteration 8F: 3 clusters Score -6591430 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9852 members 
Mstep: Class 2 contains 23610 members 
Entering Unmasked Estep 
Score: -6592981.500000 Penalty: 5167.410645
	Iteration 9F: 3 clusters Score -6592982 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8869 members 
Mstep: Class 2 contains 24593 members 
Entering Unmasked Estep 
Score: -6594425.500000 Penalty: 5167.410645
	Iteration 10F: 3 clusters Score -6594426 nChanged 1379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8218 members 
Mstep: Class 2 contains 25244 members 
Entering Unmasked Estep 
Score: -6595456.000000 Penalty: 5167.410645
	Iteration 11Q: 3 clusters Score -6595456 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 25692 members 
Entering Unmasked Estep 
Score: -6595940.500000 Penalty: 5167.410645
	Iteration 12Q: 3 clusters Score -6595940 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7395 members 
Mstep: Class 2 contains 26067 members 
Entering Unmasked Estep 
Score: -6596250.000000 Penalty: 5167.410645
	Iteration 13Q: 3 clusters Score -6596250 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7071 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -6596399.500000 Penalty: 5167.410645
	Iteration 14Q: 3 clusters Score -6596400 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6775 members 
Mstep: Class 2 contains 26687 members 
Entering Unmasked Estep 
Score: -6596557.000000 Penalty: 5167.410645
	Iteration 15Q: 3 clusters Score -6596557 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 26911 members 
Entering Unmasked Estep 
Score: -6596639.000000 Penalty: 5167.410645
	Iteration 16Q: 3 clusters Score -6596639 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 27088 members 
Entering Unmasked Estep 
Score: -6596686.500000 Penalty: 5167.410645
	Iteration 17Q: 3 clusters Score -6596686 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6217 members 
Mstep: Class 2 contains 27245 members 
Entering Unmasked Estep 
Score: -6596730.000000 Penalty: 5167.410645
	Iteration 18Q: 3 clusters Score -6596730 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6054 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -6596800.000000 Penalty: 5167.410645
	Iteration 19Q: 3 clusters Score -6596800 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 27576 members 
Entering Unmasked Estep 
Score: -6596885.000000 Penalty: 5167.410645
	Iteration 20F: 3 clusters Score -6596885 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5729 members 
Mstep: Class 2 contains 27733 members 
Entering Unmasked Estep 
Score: -6596928.500000 Penalty: 5167.410645
	Iteration 21Q: 3 clusters Score -6596928 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5589 members 
Mstep: Class 2 contains 27873 members 
Entering Unmasked Estep 
Score: -6596990.500000 Penalty: 5167.410645
	Iteration 22Q: 3 clusters Score -6596990 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 28007 members 
Entering Unmasked Estep 
Score: -6597029.000000 Penalty: 5167.410645
	Iteration 23Q: 3 clusters Score -6597029 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5317 members 
Mstep: Class 2 contains 28145 members 
Entering Unmasked Estep 
Score: -6597087.500000 Penalty: 5167.410645
	Iteration 24Q: 3 clusters Score -6597088 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5194 members 
Mstep: Class 2 contains 28268 members 
Entering Unmasked Estep 
Score: -6597116.000000 Penalty: 5167.410645
	Iteration 25Q: 3 clusters Score -6597116 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -6597142.000000 Penalty: 5167.410645
	Iteration 26Q: 3 clusters Score -6597142 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4931 members 
Mstep: Class 2 contains 28531 members 
Entering Unmasked Estep 
Score: -6597174.500000 Penalty: 5167.410645
	Iteration 27Q: 3 clusters Score -6597174 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4804 members 
Mstep: Class 2 contains 28658 members 
Entering Unmasked Estep 
Score: -6597213.500000 Penalty: 5167.410645
	Iteration 28Q: 3 clusters Score -6597214 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 28777 members 
Entering Unmasked Estep 
Score: -6597221.000000 Penalty: 5167.410645
	Iteration 29Q: 3 clusters Score -6597221 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4579 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -6597247.500000 Penalty: 5167.410645
	Iteration 30Q: 3 clusters Score -6597248 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 28976 members 
Entering Unmasked Estep 
Score: -6597258.500000 Penalty: 5167.410645
	Iteration 31Q: 3 clusters Score -6597258 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4377 members 
Mstep: Class 2 contains 29085 members 
Entering Unmasked Estep 
Score: -6597257.500000 Penalty: 5167.410645
	Iteration 32Q: 3 clusters Score -6597258 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 29191 members 
Entering Unmasked Estep 
Score: -6597256.000000 Penalty: 5167.410645
	Iteration 33Q: 3 clusters Score -6597256 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 29294 members 
Entering Unmasked Estep 
Score: -6597275.500000 Penalty: 5167.410645
	Iteration 34Q: 3 clusters Score -6597276 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -6597262.000000 Penalty: 5167.410645
	Iteration 35Q: 3 clusters Score -6597262 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 29498 members 
Entering Unmasked Estep 
Score: -6597256.500000 Penalty: 5167.410645
	Iteration 36Q: 3 clusters Score -6597256 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 29619 members 
Entering Unmasked Estep 
Score: -6597296.000000 Penalty: 5167.410645
	Iteration 37Q: 3 clusters Score -6597296 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3706 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -6597305.000000 Penalty: 5167.410645
	Iteration 38Q: 3 clusters Score -6597305 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3604 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -6597329.000000 Penalty: 5167.410645
	Iteration 39Q: 3 clusters Score -6597329 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 29962 members 
Entering Unmasked Estep 
Score: -6597346.000000 Penalty: 5167.410645
	Iteration 40F: 3 clusters Score -6597346 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 30063 members 
Entering Unmasked Estep 
Score: -6597358.500000 Penalty: 5167.410645
	Iteration 41Q: 3 clusters Score -6597358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 30159 members 
Entering Unmasked Estep 
Score: -6597342.500000 Penalty: 5167.410645
	Iteration 42Q: 3 clusters Score -6597342 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3218 members 
Mstep: Class 2 contains 30244 members 
Entering Unmasked Estep 
Score: -6597354.000000 Penalty: 5167.410645
	Iteration 43Q: 3 clusters Score -6597354 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3145 members 
Mstep: Class 2 contains 30317 members 
Entering Unmasked Estep 
Score: -6597353.500000 Penalty: 5167.410645
	Iteration 44Q: 3 clusters Score -6597354 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 30398 members 
Entering Unmasked Estep 
Score: -6597345.000000 Penalty: 5167.410645
	Iteration 45Q: 3 clusters Score -6597345 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 30475 members 
Entering Unmasked Estep 
Score: -6597339.000000 Penalty: 5167.410645
	Iteration 46Q: 3 clusters Score -6597339 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 30568 members 
Entering Unmasked Estep 
Score: -6597367.000000 Penalty: 5167.410645
	Iteration 47Q: 3 clusters Score -6597367 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2792 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -6597374.000000 Penalty: 5167.410645
	Iteration 48Q: 3 clusters Score -6597374 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -6597358.000000 Penalty: 5167.410645
	Iteration 49Q: 3 clusters Score -6597358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 30868 members 
Entering Unmasked Estep 
Score: -6597357.500000 Penalty: 5167.410645
	Iteration 50Q: 3 clusters Score -6597358 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2498 members 
Mstep: Class 2 contains 30964 members 
Entering Unmasked Estep 
Score: -6597370.500000 Penalty: 5167.410645
	Iteration 51Q: 3 clusters Score -6597370 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -6597364.000000 Penalty: 5167.410645
	Iteration 52Q: 3 clusters Score -6597364 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2328 members 
Mstep: Class 2 contains 31134 members 
Entering Unmasked Estep 
Score: -6597384.500000 Penalty: 5167.410645
	Iteration 53Q: 3 clusters Score -6597384 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 31214 members 
Entering Unmasked Estep 
Score: -6597384.500000 Penalty: 5167.410645
	Iteration 54Q: 3 clusters Score -6597384 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2167 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -6597380.500000 Penalty: 5167.410645
	Iteration 55Q: 3 clusters Score -6597380 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 31370 members 
Entering Unmasked Estep 
Score: -6597392.000000 Penalty: 5167.410645
	Iteration 56Q: 3 clusters Score -6597392 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -6597383.500000 Penalty: 5167.410645
	Iteration 57Q: 3 clusters Score -6597384 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 31491 members 
Entering Unmasked Estep 
Score: -6597386.000000 Penalty: 5167.410645
	Iteration 58Q: 3 clusters Score -6597386 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 31546 members 
Entering Unmasked Estep 
Score: -6597375.500000 Penalty: 5167.410645
	Iteration 59Q: 3 clusters Score -6597376 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1869 members 
Mstep: Class 2 contains 31593 members 
Entering Unmasked Estep 
Score: -6597381.500000 Penalty: 5167.410645
	Iteration 60F: 3 clusters Score -6597382 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -6597383.500000 Penalty: 5167.410645
	Iteration 61Q: 3 clusters Score -6597384 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 31662 members 
Entering Unmasked Estep 
Score: -6597364.500000 Penalty: 5167.410645
	Iteration 62Q: 3 clusters Score -6597364 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1774 members 
Mstep: Class 2 contains 31688 members 
Entering Unmasked Estep 
Score: -6597346.000000 Penalty: 5167.410645
	Iteration 63Q: 3 clusters Score -6597346 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 31711 members 
Entering Unmasked Estep 
Score: -6597359.500000 Penalty: 5167.410645
	Iteration 64Q: 3 clusters Score -6597360 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1731 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -6597360.500000 Penalty: 5167.410645
	Iteration 65Q: 3 clusters Score -6597360 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 31756 members 
Entering Unmasked Estep 
Score: -6597356.500000 Penalty: 5167.410645
	Iteration 66Q: 3 clusters Score -6597356 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 31787 members 
Entering Unmasked Estep 
Score: -6597336.000000 Penalty: 5167.410645
	Iteration 67Q: 3 clusters Score -6597336 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 31816 members 
Entering Unmasked Estep 
Score: -6597331.500000 Penalty: 5167.410645
	Iteration 68Q: 3 clusters Score -6597332 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 31847 members 
Entering Unmasked Estep 
Score: -6597338.500000 Penalty: 5167.410645
	Iteration 69Q: 3 clusters Score -6597338 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 31879 members 
Entering Unmasked Estep 
Score: -6597328.500000 Penalty: 5167.410645
	Iteration 70Q: 3 clusters Score -6597328 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 31915 members 
Entering Unmasked Estep 
Score: -6597325.500000 Penalty: 5167.410645
	Iteration 71Q: 3 clusters Score -6597326 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 31946 members 
Entering Unmasked Estep 
Score: -6597332.500000 Penalty: 5167.410645
	Iteration 72Q: 3 clusters Score -6597332 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1484 members 
Mstep: Class 2 contains 31978 members 
Entering Unmasked Estep 
Score: -6597331.000000 Penalty: 5167.410645
	Iteration 73Q: 3 clusters Score -6597331 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1448 members 
Mstep: Class 2 contains 32014 members 
Entering Unmasked Estep 
Score: -6597324.500000 Penalty: 5167.410645
	Iteration 74Q: 3 clusters Score -6597324 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1416 members 
Mstep: Class 2 contains 32046 members 
Entering Unmasked Estep 
Score: -6597330.000000 Penalty: 5167.410645
	Iteration 75Q: 3 clusters Score -6597330 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 32076 members 
Entering Unmasked Estep 
Score: -6597341.000000 Penalty: 5167.410645
	Iteration 76Q: 3 clusters Score -6597341 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 32113 members 
Entering Unmasked Estep 
Score: -6597339.500000 Penalty: 5167.410645
	Iteration 77Q: 3 clusters Score -6597340 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 32152 members 
Entering Unmasked Estep 
Score: -6597330.000000 Penalty: 5167.410645
	Iteration 78Q: 3 clusters Score -6597330 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 32192 members 
Entering Unmasked Estep 
Score: -6597360.000000 Penalty: 5167.410645
	Iteration 79Q: 3 clusters Score -6597360 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1244 members 
Mstep: Class 2 contains 32218 members 
Entering Unmasked Estep 
Score: -6597361.500000 Penalty: 5167.410645
	Iteration 80F: 3 clusters Score -6597362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 32246 members 
Entering Unmasked Estep 
Score: -6597362.000000 Penalty: 5167.410645
	Iteration 81Q: 3 clusters Score -6597362 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 32267 members 
Entering Unmasked Estep 
Score: -6597360.500000 Penalty: 5167.410645
	Iteration 82Q: 3 clusters Score -6597360 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 32298 members 
Entering Unmasked Estep 
Score: -6597371.000000 Penalty: 5167.410645
	Iteration 83Q: 3 clusters Score -6597371 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 32325 members 
Entering Unmasked Estep 
Score: -6597369.500000 Penalty: 5167.410645
	Iteration 84Q: 3 clusters Score -6597370 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 32351 members 
Entering Unmasked Estep 
Score: -6597368.500000 Penalty: 5167.410645
	Iteration 85Q: 3 clusters Score -6597368 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 32374 members 
Entering Unmasked Estep 
Score: -6597378.500000 Penalty: 5167.410645
	Iteration 86Q: 3 clusters Score -6597378 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 32394 members 
Entering Unmasked Estep 
Score: -6597384.000000 Penalty: 5167.410645
	Iteration 87Q: 3 clusters Score -6597384 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 32416 members 
Entering Unmasked Estep 
Score: -6597382.500000 Penalty: 5167.410645
	Iteration 88Q: 3 clusters Score -6597382 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 32442 members 
Entering Unmasked Estep 
Score: -6597388.000000 Penalty: 5167.410645
	Iteration 89Q: 3 clusters Score -6597388 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 32475 members 
Entering Unmasked Estep 
Score: -6597384.000000 Penalty: 5167.410645
	Iteration 90Q: 3 clusters Score -6597384 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 32501 members 
Entering Unmasked Estep 
Score: -6597390.000000 Penalty: 5167.410645
	Iteration 91Q: 3 clusters Score -6597390 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 32513 members 
Entering Unmasked Estep 
Score: -6597383.500000 Penalty: 5167.410645
	Iteration 92Q: 3 clusters Score -6597384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 32533 members 
Entering Unmasked Estep 
Score: -6597383.500000 Penalty: 5167.410645
	Iteration 93Q: 3 clusters Score -6597384 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 32551 members 
Entering Unmasked Estep 
Score: -6597382.500000 Penalty: 5167.410645
	Iteration 94Q: 3 clusters Score -6597382 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 32563 members 
Entering Unmasked Estep 
Score: -6597383.000000 Penalty: 5167.410645
	Iteration 95Q: 3 clusters Score -6597383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 32582 members 
Entering Unmasked Estep 
Score: -6597393.000000 Penalty: 5167.410645
	Iteration 96Q: 3 clusters Score -6597393 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 32589 members 
Entering Unmasked Estep 
Score: -6597395.500000 Penalty: 5167.410645
	Iteration 97Q: 3 clusters Score -6597396 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 32596 members 
Entering Unmasked Estep 
Score: -6597384.500000 Penalty: 5167.410645
	Iteration 98Q: 3 clusters Score -6597384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 32597 members 
Entering Unmasked Estep 
Score: -6597381.500000 Penalty: 5167.410645
	Iteration 99Q: 3 clusters Score -6597382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 32598 members 
Entering Unmasked Estep 
Score: -6597383.000000 Penalty: 5167.410645
	Iteration 100F: 3 clusters Score -6597383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 32599 members 
Entering Unmasked Estep 
Score: -6597383.500000 Penalty: 5167.410645
	Iteration 101Q: 3 clusters Score -6597384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 32600 members 
Entering Unmasked Estep 
Score: -6597384.500000 Penalty: 5167.410645
	Iteration 102Q: 3 clusters Score -6597384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 32601 members 
Entering Unmasked Estep 
Score: -6597385.500000 Penalty: 5167.410645
	Iteration 103Q: 3 clusters Score -6597386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -6597384.500000 Penalty: 5167.410645
	Iteration 104Q: 3 clusters Score -6597384 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 32602 members 
Entering Unmasked Estep 
Score: -6597384.500000 Penalty: 5167.410645
	Iteration 105F: 3 clusters Score -6597384 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6951 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Entering Unmasked Estep 
Score: -1264265.250000 Penalty: 2193.966797
	Iteration 0F: 2 clusters Score -1264265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1258468.500000 Penalty: 4387.933594
	Iteration 0F: 3 clusters Score -1258468 nChanged 2806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3434 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -1260056.750000 Penalty: 4387.933594
	Iteration 1F: 3 clusters Score -1260057 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 3558 members 
Entering Unmasked Estep 
Score: -1260350.625000 Penalty: 4387.933594
	Iteration 2F: 3 clusters Score -1260351 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 3579 members 
Entering Unmasked Estep 
Score: -1260609.000000 Penalty: 4387.933594
	Iteration 3F: 3 clusters Score -1260609 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1260858.125000 Penalty: 4387.933594
	Iteration 4Q: 3 clusters Score -1260858 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3269 members 
Mstep: Class 2 contains 3682 members 
Entering Unmasked Estep 
Score: -1261164.375000 Penalty: 4387.933594
	Iteration 5F: 3 clusters Score -1261164 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1261468.750000 Penalty: 4387.933594
	Iteration 6Q: 3 clusters Score -1261469 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1261881.500000 Penalty: 4387.933594
	Iteration 7F: 3 clusters Score -1261882 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -1262346.125000 Penalty: 4387.933594
	Iteration 8F: 3 clusters Score -1262346 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2397 members 
Mstep: Class 2 contains 4554 members 
Entering Unmasked Estep 
Score: -1262816.250000 Penalty: 4387.933594
	Iteration 9F: 3 clusters Score -1262816 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1263185.500000 Penalty: 4387.933594
	Iteration 10F: 3 clusters Score -1263186 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 4960 members 
Entering Unmasked Estep 
Score: -1263408.875000 Penalty: 4387.933594
	Iteration 11Q: 3 clusters Score -1263409 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1898 members 
Mstep: Class 2 contains 5053 members 
Entering Unmasked Estep 
Score: -1263518.250000 Penalty: 4387.933594
	Iteration 12Q: 3 clusters Score -1263518 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 5111 members 
Entering Unmasked Estep 
Score: -1263569.500000 Penalty: 4387.933594
	Iteration 13Q: 3 clusters Score -1263570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1263596.625000 Penalty: 4387.933594
	Iteration 14Q: 3 clusters Score -1263597 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -1263608.250000 Penalty: 4387.933594
	Iteration 15Q: 3 clusters Score -1263608 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 5198 members 
Entering Unmasked Estep 
Score: -1263616.000000 Penalty: 4387.933594
	Iteration 16Q: 3 clusters Score -1263616 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 5215 members 
Entering Unmasked Estep 
Score: -1263622.125000 Penalty: 4387.933594
	Iteration 17Q: 3 clusters Score -1263622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 5227 members 
Entering Unmasked Estep 
Score: -1263634.000000 Penalty: 4387.933594
	Iteration 18Q: 3 clusters Score -1263634 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -1263640.000000 Penalty: 4387.933594
	Iteration 19Q: 3 clusters Score -1263640 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1263646.750000 Penalty: 4387.933594
	Iteration 20F: 3 clusters Score -1263647 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 5279 members 
Entering Unmasked Estep 
Score: -1263655.750000 Penalty: 4387.933594
	Iteration 21Q: 3 clusters Score -1263656 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5291 members 
Entering Unmasked Estep 
Score: -1263664.375000 Penalty: 4387.933594
	Iteration 22Q: 3 clusters Score -1263664 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 5304 members 
Entering Unmasked Estep 
Score: -1263681.375000 Penalty: 4387.933594
	Iteration 23Q: 3 clusters Score -1263681 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -1263696.625000 Penalty: 4387.933594
	Iteration 24Q: 3 clusters Score -1263697 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 5321 members 
Entering Unmasked Estep 
Score: -1263708.500000 Penalty: 4387.933594
	Iteration 25Q: 3 clusters Score -1263708 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1263719.750000 Penalty: 4387.933594
	Iteration 26Q: 3 clusters Score -1263720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 5318 members 
Entering Unmasked Estep 
Score: -1263738.500000 Penalty: 4387.933594
	Iteration 27Q: 3 clusters Score -1263738 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 5315 members 
Entering Unmasked Estep 
Score: -1263750.250000 Penalty: 4387.933594
	Iteration 28Q: 3 clusters Score -1263750 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 5300 members 
Entering Unmasked Estep 
Score: -1263768.750000 Penalty: 4387.933594
	Iteration 29Q: 3 clusters Score -1263769 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 5285 members 
Entering Unmasked Estep 
Score: -1263788.875000 Penalty: 4387.933594
	Iteration 30Q: 3 clusters Score -1263789 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1685 members 
Mstep: Class 2 contains 5266 members 
Entering Unmasked Estep 
Score: -1263805.375000 Penalty: 4387.933594
	Iteration 31Q: 3 clusters Score -1263805 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -1263823.875000 Penalty: 4387.933594
	Iteration 32Q: 3 clusters Score -1263824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1721 members 
Mstep: Class 2 contains 5230 members 
Entering Unmasked Estep 
Score: -1263844.375000 Penalty: 4387.933594
	Iteration 33Q: 3 clusters Score -1263844 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1738 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -1263857.500000 Penalty: 4387.933594
	Iteration 34Q: 3 clusters Score -1263858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 5197 members 
Entering Unmasked Estep 
Score: -1263877.125000 Penalty: 4387.933594
	Iteration 35Q: 3 clusters Score -1263877 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1263889.750000 Penalty: 4387.933594
	Iteration 36Q: 3 clusters Score -1263890 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 5178 members 
Entering Unmasked Estep 
Score: -1263899.125000 Penalty: 4387.933594
	Iteration 37Q: 3 clusters Score -1263899 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 5171 members 
Entering Unmasked Estep 
Score: -1263908.875000 Penalty: 4387.933594
	Iteration 38Q: 3 clusters Score -1263909 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 5158 members 
Entering Unmasked Estep 
Score: -1263913.125000 Penalty: 4387.933594
	Iteration 39Q: 3 clusters Score -1263913 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 5150 members 
Entering Unmasked Estep 
Score: -1263916.625000 Penalty: 4387.933594
	Iteration 40F: 3 clusters Score -1263917 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
Score: -1263920.250000 Penalty: 4387.933594
	Iteration 41Q: 3 clusters Score -1263920 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1263925.625000 Penalty: 4387.933594
	Iteration 42Q: 3 clusters Score -1263926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1263923.000000 Penalty: 4387.933594
	Iteration 43Q: 3 clusters Score -1263923 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -1263926.000000 Penalty: 4387.933594
	Iteration 44Q: 3 clusters Score -1263926 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 5148 members 
Entering Unmasked Estep 
Score: -1263926.000000 Penalty: 4387.933594
	Iteration 45Q: 3 clusters Score -1263926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 5145 members 
Entering Unmasked Estep 
Score: -1263927.250000 Penalty: 4387.933594
	Iteration 46Q: 3 clusters Score -1263927 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 5142 members 
Entering Unmasked Estep 
Score: -1263928.875000 Penalty: 4387.933594
	Iteration 47Q: 3 clusters Score -1263929 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1812 members 
Mstep: Class 2 contains 5139 members 
Entering Unmasked Estep 
Score: -1263930.875000 Penalty: 4387.933594
	Iteration 48Q: 3 clusters Score -1263931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1263930.000000 Penalty: 4387.933594
	Iteration 49Q: 3 clusters Score -1263930 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 5135 members 
Entering Unmasked Estep 
Score: -1263930.875000 Penalty: 4387.933594
	Iteration 50Q: 3 clusters Score -1263931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1263931.000000 Penalty: 4387.933594
	Iteration 51Q: 3 clusters Score -1263931 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 5136 members 
Entering Unmasked Estep 
Score: -1263931.000000 Penalty: 4387.933594
	Iteration 52F: 3 clusters Score -1263931 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41195 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41195 members 
Entering Unmasked Estep 
Score: -7930288.500000 Penalty: 2635.265869
	Iteration 0F: 2 clusters Score -7930288 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -7905876.500000 Penalty: 5270.531738
	Iteration 0F: 3 clusters Score -7905876 nChanged 18923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 20742 members 
Entering Unmasked Estep 
Score: -7915970.500000 Penalty: 5270.531738
	Iteration 1F: 3 clusters Score -7915970 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20447 members 
Mstep: Class 2 contains 20748 members 
Entering Unmasked Estep 
Score: -7916327.000000 Penalty: 5270.531738
	Iteration 2Q: 3 clusters Score -7916327 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20389 members 
Mstep: Class 2 contains 20806 members 
Entering Unmasked Estep 
Score: -7916636.500000 Penalty: 5270.531738
	Iteration 3Q: 3 clusters Score -7916636 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -7916915.000000 Penalty: 5270.531738
	Iteration 4Q: 3 clusters Score -7916915 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 20943 members 
Entering Unmasked Estep 
Score: -7917196.500000 Penalty: 5270.531738
	Iteration 5Q: 3 clusters Score -7917196 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20069 members 
Mstep: Class 2 contains 21126 members 
Entering Unmasked Estep 
Score: -7917523.500000 Penalty: 5270.531738
	Iteration 6Q: 3 clusters Score -7917524 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19853 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -7917879.000000 Penalty: 5270.531738
	Iteration 7Q: 3 clusters Score -7917879 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 21625 members 
Entering Unmasked Estep 
Score: -7918273.500000 Penalty: 5270.531738
	Iteration 8Q: 3 clusters Score -7918274 nChanged 1397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19145 members 
Mstep: Class 2 contains 22050 members 
Entering Unmasked Estep 
Score: -7918849.000000 Penalty: 5270.531738
	Iteration 9Q: 3 clusters Score -7918849 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18530 members 
Mstep: Class 2 contains 22665 members 
Entering Unmasked Estep 
Score: -7919668.000000 Penalty: 5270.531738
	Iteration 10Q: 3 clusters Score -7919668 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17765 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -7920769.000000 Penalty: 5270.531738
	Iteration 11Q: 3 clusters Score -7920769 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16808 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -7922426.000000 Penalty: 5270.531738
	Iteration 12F: 3 clusters Score -7922426 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15770 members 
Mstep: Class 2 contains 25425 members 
Entering Unmasked Estep 
Score: -7924445.500000 Penalty: 5270.531738
	Iteration 13F: 3 clusters Score -7924446 nChanged 2464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14856 members 
Mstep: Class 2 contains 26339 members 
Entering Unmasked Estep 
Score: -7926359.500000 Penalty: 5270.531738
	Iteration 14F: 3 clusters Score -7926360 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14081 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -7927689.000000 Penalty: 5270.531738
	Iteration 15Q: 3 clusters Score -7927689 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 27745 members 
Entering Unmasked Estep 
Score: -7928347.000000 Penalty: 5270.531738
	Iteration 16Q: 3 clusters Score -7928347 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 28314 members 
Entering Unmasked Estep 
Score: -7928700.500000 Penalty: 5270.531738
	Iteration 17Q: 3 clusters Score -7928700 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12265 members 
Mstep: Class 2 contains 28930 members 
Entering Unmasked Estep 
Score: -7928955.500000 Penalty: 5270.531738
	Iteration 18Q: 3 clusters Score -7928956 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 29586 members 
Entering Unmasked Estep 
Score: -7929037.500000 Penalty: 5270.531738
	Iteration 19Q: 3 clusters Score -7929038 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10890 members 
Mstep: Class 2 contains 30305 members 
Entering Unmasked Estep 
Score: -7929210.000000 Penalty: 5270.531738
	Iteration 20F: 3 clusters Score -7929210 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 31016 members 
Entering Unmasked Estep 
Score: -7929245.000000 Penalty: 5270.531738
	Iteration 21Q: 3 clusters Score -7929245 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9426 members 
Mstep: Class 2 contains 31769 members 
Entering Unmasked Estep 
Score: -7929245.500000 Penalty: 5270.531738
	Iteration 22Q: 3 clusters Score -7929246 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -7929239.500000 Penalty: 5270.531738
	Iteration 23Q: 3 clusters Score -7929240 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 33182 members 
Entering Unmasked Estep 
Score: -7929197.500000 Penalty: 5270.531738
	Iteration 24Q: 3 clusters Score -7929198 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 33840 members 
Entering Unmasked Estep 
Score: -7929195.000000 Penalty: 5270.531738
	Iteration 25Q: 3 clusters Score -7929195 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6704 members 
Mstep: Class 2 contains 34491 members 
Entering Unmasked Estep 
Score: -7929088.000000 Penalty: 5270.531738
	Iteration 26Q: 3 clusters Score -7929088 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 35088 members 
Entering Unmasked Estep 
Score: -7929028.000000 Penalty: 5270.531738
	Iteration 27Q: 3 clusters Score -7929028 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 35674 members 
Entering Unmasked Estep 
Score: -7929003.500000 Penalty: 5270.531738
	Iteration 28Q: 3 clusters Score -7929004 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4988 members 
Mstep: Class 2 contains 36207 members 
Entering Unmasked Estep 
Score: -7928931.500000 Penalty: 5270.531738
	Iteration 29Q: 3 clusters Score -7928932 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 36653 members 
Entering Unmasked Estep 
Score: -7928873.500000 Penalty: 5270.531738
	Iteration 30Q: 3 clusters Score -7928874 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 37048 members 
Entering Unmasked Estep 
Score: -7928867.500000 Penalty: 5270.531738
	Iteration 31Q: 3 clusters Score -7928868 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 37391 members 
Entering Unmasked Estep 
Score: -7928849.500000 Penalty: 5270.531738
	Iteration 32Q: 3 clusters Score -7928850 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 37699 members 
Entering Unmasked Estep 
Score: -7928799.000000 Penalty: 5270.531738
	Iteration 33Q: 3 clusters Score -7928799 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 37930 members 
Entering Unmasked Estep 
Score: -7928772.000000 Penalty: 5270.531738
	Iteration 34Q: 3 clusters Score -7928772 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3047 members 
Mstep: Class 2 contains 38148 members 
Entering Unmasked Estep 
Score: -7928715.000000 Penalty: 5270.531738
	Iteration 35Q: 3 clusters Score -7928715 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2843 members 
Mstep: Class 2 contains 38352 members 
Entering Unmasked Estep 
Score: -7928698.000000 Penalty: 5270.531738
	Iteration 36Q: 3 clusters Score -7928698 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 38513 members 
Entering Unmasked Estep 
Score: -7928643.500000 Penalty: 5270.531738
	Iteration 37Q: 3 clusters Score -7928644 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2528 members 
Mstep: Class 2 contains 38667 members 
Entering Unmasked Estep 
Score: -7928630.000000 Penalty: 5270.531738
	Iteration 38Q: 3 clusters Score -7928630 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 38794 members 
Entering Unmasked Estep 
Score: -7928616.000000 Penalty: 5270.531738
	Iteration 39Q: 3 clusters Score -7928616 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 38888 members 
Entering Unmasked Estep 
Score: -7928609.500000 Penalty: 5270.531738
	Iteration 40F: 3 clusters Score -7928610 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 38976 members 
Entering Unmasked Estep 
Score: -7928562.500000 Penalty: 5270.531738
	Iteration 41Q: 3 clusters Score -7928562 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 39074 members 
Entering Unmasked Estep 
Score: -7928564.000000 Penalty: 5270.531738
	Iteration 42Q: 3 clusters Score -7928564 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7928545.500000 Penalty: 5270.531738
	Iteration 43Q: 3 clusters Score -7928546 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 39266 members 
Entering Unmasked Estep 
Score: -7928541.500000 Penalty: 5270.531738
	Iteration 44Q: 3 clusters Score -7928542 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 39346 members 
Entering Unmasked Estep 
Score: -7928518.500000 Penalty: 5270.531738
	Iteration 45Q: 3 clusters Score -7928518 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 39438 members 
Entering Unmasked Estep 
Score: -7928487.000000 Penalty: 5270.531738
	Iteration 46Q: 3 clusters Score -7928487 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1677 members 
Mstep: Class 2 contains 39518 members 
Entering Unmasked Estep 
Score: -7928473.500000 Penalty: 5270.531738
	Iteration 47Q: 3 clusters Score -7928474 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 39599 members 
Entering Unmasked Estep 
Score: -7928463.500000 Penalty: 5270.531738
	Iteration 48Q: 3 clusters Score -7928464 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -7928448.500000 Penalty: 5270.531738
	Iteration 49Q: 3 clusters Score -7928448 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 39701 members 
Entering Unmasked Estep 
Score: -7928452.000000 Penalty: 5270.531738
	Iteration 50Q: 3 clusters Score -7928452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 39744 members 
Entering Unmasked Estep 
Score: -7928439.000000 Penalty: 5270.531738
	Iteration 51Q: 3 clusters Score -7928439 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 39792 members 
Entering Unmasked Estep 
Score: -7928452.000000 Penalty: 5270.531738
	Iteration 52Q: 3 clusters Score -7928452 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 39839 members 
Entering Unmasked Estep 
Score: -7928449.000000 Penalty: 5270.531738
	Iteration 53Q: 3 clusters Score -7928449 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 39872 members 
Entering Unmasked Estep 
Score: -7928437.500000 Penalty: 5270.531738
	Iteration 54Q: 3 clusters Score -7928438 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1279 members 
Mstep: Class 2 contains 39916 members 
Entering Unmasked Estep 
Score: -7928458.500000 Penalty: 5270.531738
	Iteration 55Q: 3 clusters Score -7928458 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1241 members 
Mstep: Class 2 contains 39954 members 
Entering Unmasked Estep 
Score: -7928472.500000 Penalty: 5270.531738
	Iteration 56Q: 3 clusters Score -7928472 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 39981 members 
Entering Unmasked Estep 
Score: -7928455.500000 Penalty: 5270.531738
	Iteration 57Q: 3 clusters Score -7928456 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 40003 members 
Entering Unmasked Estep 
Score: -7928469.000000 Penalty: 5270.531738
	Iteration 58Q: 3 clusters Score -7928469 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -7928469.000000 Penalty: 5270.531738
	Iteration 59Q: 3 clusters Score -7928469 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -7928476.500000 Penalty: 5270.531738
	Iteration 60F: 3 clusters Score -7928476 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 40055 members 
Entering Unmasked Estep 
Score: -7928479.000000 Penalty: 5270.531738
	Iteration 61Q: 3 clusters Score -7928479 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 40072 members 
Entering Unmasked Estep 
Score: -7928479.000000 Penalty: 5270.531738
	Iteration 62Q: 3 clusters Score -7928479 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 40084 members 
Entering Unmasked Estep 
Score: -7928462.000000 Penalty: 5270.531738
	Iteration 63Q: 3 clusters Score -7928462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 40094 members 
Entering Unmasked Estep 
Score: -7928465.500000 Penalty: 5270.531738
	Iteration 64Q: 3 clusters Score -7928466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 40100 members 
Entering Unmasked Estep 
Score: -7928464.500000 Penalty: 5270.531738
	Iteration 65Q: 3 clusters Score -7928464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1089 members 
Mstep: Class 2 contains 40106 members 
Entering Unmasked Estep 
Score: -7928449.000000 Penalty: 5270.531738
	Iteration 66Q: 3 clusters Score -7928449 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 40113 members 
Entering Unmasked Estep 
Score: -7928451.000000 Penalty: 5270.531738
	Iteration 67Q: 3 clusters Score -7928451 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 40119 members 
Entering Unmasked Estep 
Score: -7928449.500000 Penalty: 5270.531738
	Iteration 68Q: 3 clusters Score -7928450 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 40123 members 
Entering Unmasked Estep 
Score: -7928456.000000 Penalty: 5270.531738
	Iteration 69Q: 3 clusters Score -7928456 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1070 members 
Mstep: Class 2 contains 40125 members 
Entering Unmasked Estep 
Score: -7928451.000000 Penalty: 5270.531738
	Iteration 70Q: 3 clusters Score -7928451 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7928457.500000 Penalty: 5270.531738
	Iteration 71Q: 3 clusters Score -7928458 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7928462.000000 Penalty: 5270.531738
	Iteration 72Q: 3 clusters Score -7928462 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 40126 members 
Entering Unmasked Estep 
Score: -7928462.000000 Penalty: 5270.531738
	Iteration 73F: 3 clusters Score -7928462 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (53295 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53295 members 
Entering Unmasked Estep 
Score: -9810809.000000 Penalty: 2699.132080
	Iteration 0F: 2 clusters Score -9810809 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26798 members 
Mstep: Class 2 contains 26497 members 
Entering Unmasked Estep 
Score: -9776686.000000 Penalty: 5398.264160
	Iteration 0F: 3 clusters Score -9776686 nChanged 24637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28139 members 
Mstep: Class 2 contains 25156 members 
Entering Unmasked Estep 
Score: -9790340.000000 Penalty: 5398.264160
	Iteration 1F: 3 clusters Score -9790340 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28966 members 
Mstep: Class 2 contains 24329 members 
Entering Unmasked Estep 
Score: -9790943.000000 Penalty: 5398.264160
	Iteration 2Q: 3 clusters Score -9790943 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30165 members 
Mstep: Class 2 contains 23130 members 
Entering Unmasked Estep 
Score: -9791765.000000 Penalty: 5398.264160
	Iteration 3Q: 3 clusters Score -9791765 nChanged 2436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31855 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -9792854.000000 Penalty: 5398.264160
	Iteration 4Q: 3 clusters Score -9792854 nChanged 2929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34162 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -9794371.000000 Penalty: 5398.264160
	Iteration 5F: 3 clusters Score -9794371 nChanged 3561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37217 members 
Mstep: Class 2 contains 16078 members 
Entering Unmasked Estep 
Score: -9796829.000000 Penalty: 5398.264160
	Iteration 6F: 3 clusters Score -9796829 nChanged 4083
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40798 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -9800142.000000 Penalty: 5398.264160
	Iteration 7F: 3 clusters Score -9800142 nChanged 3918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44282 members 
Mstep: Class 2 contains 9013 members 
Entering Unmasked Estep 
Score: -9803644.000000 Penalty: 5398.264160
	Iteration 8F: 3 clusters Score -9803644 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47068 members 
Mstep: Class 2 contains 6227 members 
Entering Unmasked Estep 
Score: -9806280.000000 Penalty: 5398.264160
	Iteration 9F: 3 clusters Score -9806280 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48728 members 
Mstep: Class 2 contains 4567 members 
Entering Unmasked Estep 
Score: -9807867.000000 Penalty: 5398.264160
	Iteration 10Q: 3 clusters Score -9807867 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49554 members 
Mstep: Class 2 contains 3741 members 
Entering Unmasked Estep 
Score: -9808709.000000 Penalty: 5398.264160
	Iteration 11Q: 3 clusters Score -9808709 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49947 members 
Mstep: Class 2 contains 3348 members 
Entering Unmasked Estep 
Score: -9809128.000000 Penalty: 5398.264160
	Iteration 12Q: 3 clusters Score -9809128 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50203 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -9809420.000000 Penalty: 5398.264160
	Iteration 13Q: 3 clusters Score -9809420 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50357 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -9809541.000000 Penalty: 5398.264160
	Iteration 14Q: 3 clusters Score -9809541 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50460 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -9809656.000000 Penalty: 5398.264160
	Iteration 15Q: 3 clusters Score -9809656 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50565 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -9809717.000000 Penalty: 5398.264160
	Iteration 16Q: 3 clusters Score -9809717 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50653 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -9809749.000000 Penalty: 5398.264160
	Iteration 17Q: 3 clusters Score -9809749 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50722 members 
Mstep: Class 2 contains 2573 members 
Entering Unmasked Estep 
Score: -9809762.000000 Penalty: 5398.264160
	Iteration 18Q: 3 clusters Score -9809762 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50760 members 
Mstep: Class 2 contains 2535 members 
Entering Unmasked Estep 
Score: -9809767.000000 Penalty: 5398.264160
	Iteration 19Q: 3 clusters Score -9809767 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50799 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -9809780.000000 Penalty: 5398.264160
	Iteration 20F: 3 clusters Score -9809780 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50838 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -9809802.000000 Penalty: 5398.264160
	Iteration 21Q: 3 clusters Score -9809802 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50877 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -9809773.000000 Penalty: 5398.264160
	Iteration 22Q: 3 clusters Score -9809773 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50905 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -9809783.000000 Penalty: 5398.264160
	Iteration 23Q: 3 clusters Score -9809783 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50937 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -9809797.000000 Penalty: 5398.264160
	Iteration 24Q: 3 clusters Score -9809797 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50967 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -9809771.000000 Penalty: 5398.264160
	Iteration 25Q: 3 clusters Score -9809771 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -9809765.000000 Penalty: 5398.264160
	Iteration 26Q: 3 clusters Score -9809765 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51019 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -9809756.000000 Penalty: 5398.264160
	Iteration 27Q: 3 clusters Score -9809756 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51041 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -9809760.000000 Penalty: 5398.264160
	Iteration 28Q: 3 clusters Score -9809760 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51063 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -9809770.000000 Penalty: 5398.264160
	Iteration 29Q: 3 clusters Score -9809770 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51084 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -9809760.000000 Penalty: 5398.264160
	Iteration 30Q: 3 clusters Score -9809760 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51102 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -9809764.000000 Penalty: 5398.264160
	Iteration 31Q: 3 clusters Score -9809764 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51117 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -9809765.000000 Penalty: 5398.264160
	Iteration 32Q: 3 clusters Score -9809765 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51129 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -9809748.000000 Penalty: 5398.264160
	Iteration 33Q: 3 clusters Score -9809748 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51140 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -9809765.000000 Penalty: 5398.264160
	Iteration 34Q: 3 clusters Score -9809765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51150 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -9809768.000000 Penalty: 5398.264160
	Iteration 35Q: 3 clusters Score -9809768 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51157 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -9809759.000000 Penalty: 5398.264160
	Iteration 36Q: 3 clusters Score -9809759 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51167 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -9809769.000000 Penalty: 5398.264160
	Iteration 37Q: 3 clusters Score -9809769 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51173 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -9809774.000000 Penalty: 5398.264160
	Iteration 38Q: 3 clusters Score -9809774 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51178 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -9809771.000000 Penalty: 5398.264160
	Iteration 39Q: 3 clusters Score -9809771 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51188 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -9809771.000000 Penalty: 5398.264160
	Iteration 40F: 3 clusters Score -9809771 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51193 members 
Mstep: Class 2 contains 2102 members 
Entering Unmasked Estep 
Score: -9809766.000000 Penalty: 5398.264160
	Iteration 41Q: 3 clusters Score -9809766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51195 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -9809768.000000 Penalty: 5398.264160
	Iteration 42Q: 3 clusters Score -9809768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -9809769.000000 Penalty: 5398.264160
	Iteration 43Q: 3 clusters Score -9809769 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51199 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -9809771.000000 Penalty: 5398.264160
	Iteration 44Q: 3 clusters Score -9809771 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51203 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -9809776.000000 Penalty: 5398.264160
	Iteration 45Q: 3 clusters Score -9809776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51206 members 
Mstep: Class 2 contains 2089 members 
Entering Unmasked Estep 
Score: -9809772.000000 Penalty: 5398.264160
	Iteration 46Q: 3 clusters Score -9809772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51211 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -9809768.000000 Penalty: 5398.264160
	Iteration 47Q: 3 clusters Score -9809768 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51214 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -9809771.000000 Penalty: 5398.264160
	Iteration 48Q: 3 clusters Score -9809771 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51218 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9809778.000000 Penalty: 5398.264160
	Iteration 49Q: 3 clusters Score -9809778 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51220 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -9809773.000000 Penalty: 5398.264160
	Iteration 50Q: 3 clusters Score -9809773 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51223 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -9809783.000000 Penalty: 5398.264160
	Iteration 51Q: 3 clusters Score -9809783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51227 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -9809777.000000 Penalty: 5398.264160
	Iteration 52Q: 3 clusters Score -9809777 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51229 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -9809782.000000 Penalty: 5398.264160
	Iteration 53Q: 3 clusters Score -9809782 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51230 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -9809777.000000 Penalty: 5398.264160
	Iteration 54Q: 3 clusters Score -9809777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51234 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -9809782.000000 Penalty: 5398.264160
	Iteration 55Q: 3 clusters Score -9809782 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51238 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -9809779.000000 Penalty: 5398.264160
	Iteration 56Q: 3 clusters Score -9809779 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51244 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -9809778.000000 Penalty: 5398.264160
	Iteration 57Q: 3 clusters Score -9809778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51246 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -9809793.000000 Penalty: 5398.264160
	Iteration 58Q: 3 clusters Score -9809793 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9809788.000000 Penalty: 5398.264160
	Iteration 59Q: 3 clusters Score -9809788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51248 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -9809788.000000 Penalty: 5398.264160
	Iteration 60F: 3 clusters Score -9809788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (69004 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69004 members 
Entering Unmasked Estep 
Score: -12994326.000000 Penalty: 2763.196289
	Iteration 0F: 2 clusters Score -1.299433e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34472 members 
Mstep: Class 2 contains 34532 members 
Entering Unmasked Estep 
Score: -12953701.000000 Penalty: 5526.392578
	Iteration 0F: 3 clusters Score -1.29537e+07 nChanged 32208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34346 members 
Mstep: Class 2 contains 34658 members 
Entering Unmasked Estep 
Score: -12971682.000000 Penalty: 5526.392578
	Iteration 1F: 3 clusters Score -1.297168e+07 nChanged 2314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 34734 members 
Entering Unmasked Estep 
Score: -12972224.000000 Penalty: 5526.392578
	Iteration 2Q: 3 clusters Score -1.297222e+07 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34158 members 
Mstep: Class 2 contains 34846 members 
Entering Unmasked Estep 
Score: -12972754.000000 Penalty: 5526.392578
	Iteration 3Q: 3 clusters Score -1.297275e+07 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34039 members 
Mstep: Class 2 contains 34965 members 
Entering Unmasked Estep 
Score: -12973364.000000 Penalty: 5526.392578
	Iteration 4Q: 3 clusters Score -1.297336e+07 nChanged 2230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33827 members 
Mstep: Class 2 contains 35177 members 
Entering Unmasked Estep 
Score: -12973951.000000 Penalty: 5526.392578
	Iteration 5Q: 3 clusters Score -1.297395e+07 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 35415 members 
Entering Unmasked Estep 
Score: -12974690.000000 Penalty: 5526.392578
	Iteration 6Q: 3 clusters Score -1.297469e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33331 members 
Mstep: Class 2 contains 35673 members 
Entering Unmasked Estep 
Score: -12975821.000000 Penalty: 5526.392578
	Iteration 7Q: 3 clusters Score -1.297582e+07 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 35925 members 
Entering Unmasked Estep 
Score: -12977355.000000 Penalty: 5526.392578
	Iteration 8Q: 3 clusters Score -1.297736e+07 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32946 members 
Mstep: Class 2 contains 36058 members 
Entering Unmasked Estep 
Score: -12979489.000000 Penalty: 5526.392578
	Iteration 9F: 3 clusters Score -1.297949e+07 nChanged 3939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -12982168.000000 Penalty: 5526.392578
	Iteration 10F: 3 clusters Score -1.298217e+07 nChanged 3949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 35762 members 
Entering Unmasked Estep 
Score: -12984568.000000 Penalty: 5526.392578
	Iteration 11F: 3 clusters Score -1.298457e+07 nChanged 3416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33488 members 
Mstep: Class 2 contains 35516 members 
Entering Unmasked Estep 
Score: -12986260.000000 Penalty: 5526.392578
	Iteration 12Q: 3 clusters Score -1.298626e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33764 members 
Mstep: Class 2 contains 35240 members 
Entering Unmasked Estep 
Score: -12987088.000000 Penalty: 5526.392578
	Iteration 13Q: 3 clusters Score -1.298709e+07 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 34924 members 
Entering Unmasked Estep 
Score: -12987475.000000 Penalty: 5526.392578
	Iteration 14Q: 3 clusters Score -1.298748e+07 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34507 members 
Mstep: Class 2 contains 34497 members 
Entering Unmasked Estep 
Score: -12987703.000000 Penalty: 5526.392578
	Iteration 15Q: 3 clusters Score -1.29877e+07 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34976 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -12987904.000000 Penalty: 5526.392578
	Iteration 16Q: 3 clusters Score -1.29879e+07 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35472 members 
Mstep: Class 2 contains 33532 members 
Entering Unmasked Estep 
Score: -12988139.000000 Penalty: 5526.392578
	Iteration 17Q: 3 clusters Score -1.298814e+07 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36000 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -12988291.000000 Penalty: 5526.392578
	Iteration 18Q: 3 clusters Score -1.298829e+07 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36607 members 
Mstep: Class 2 contains 32397 members 
Entering Unmasked Estep 
Score: -12988435.000000 Penalty: 5526.392578
	Iteration 19Q: 3 clusters Score -1.298844e+07 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37239 members 
Mstep: Class 2 contains 31765 members 
Entering Unmasked Estep 
Score: -12988569.000000 Penalty: 5526.392578
	Iteration 20F: 3 clusters Score -1.298857e+07 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37875 members 
Mstep: Class 2 contains 31129 members 
Entering Unmasked Estep 
Score: -12988731.000000 Penalty: 5526.392578
	Iteration 21Q: 3 clusters Score -1.298873e+07 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38636 members 
Mstep: Class 2 contains 30368 members 
Entering Unmasked Estep 
Score: -12988908.000000 Penalty: 5526.392578
	Iteration 22Q: 3 clusters Score -1.298891e+07 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39446 members 
Mstep: Class 2 contains 29558 members 
Entering Unmasked Estep 
Score: -12989146.000000 Penalty: 5526.392578
	Iteration 23Q: 3 clusters Score -1.298915e+07 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 28679 members 
Entering Unmasked Estep 
Score: -12989322.000000 Penalty: 5526.392578
	Iteration 24Q: 3 clusters Score -1.298932e+07 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41252 members 
Mstep: Class 2 contains 27752 members 
Entering Unmasked Estep 
Score: -12989583.000000 Penalty: 5526.392578
	Iteration 25Q: 3 clusters Score -1.298958e+07 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42264 members 
Mstep: Class 2 contains 26740 members 
Entering Unmasked Estep 
Score: -12989879.000000 Penalty: 5526.392578
	Iteration 26Q: 3 clusters Score -1.298988e+07 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43341 members 
Mstep: Class 2 contains 25663 members 
Entering Unmasked Estep 
Score: -12990066.000000 Penalty: 5526.392578
	Iteration 27Q: 3 clusters Score -1.299007e+07 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44422 members 
Mstep: Class 2 contains 24582 members 
Entering Unmasked Estep 
Score: -12990338.000000 Penalty: 5526.392578
	Iteration 28Q: 3 clusters Score -1.299034e+07 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45478 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -12990584.000000 Penalty: 5526.392578
	Iteration 29Q: 3 clusters Score -1.299058e+07 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46487 members 
Mstep: Class 2 contains 22517 members 
Entering Unmasked Estep 
Score: -12990771.000000 Penalty: 5526.392578
	Iteration 30Q: 3 clusters Score -1.299077e+07 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47465 members 
Mstep: Class 2 contains 21539 members 
Entering Unmasked Estep 
Score: -12990974.000000 Penalty: 5526.392578
	Iteration 31Q: 3 clusters Score -1.299097e+07 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48384 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -12991101.000000 Penalty: 5526.392578
	Iteration 32Q: 3 clusters Score -1.29911e+07 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49249 members 
Mstep: Class 2 contains 19755 members 
Entering Unmasked Estep 
Score: -12991279.000000 Penalty: 5526.392578
	Iteration 33Q: 3 clusters Score -1.299128e+07 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50098 members 
Mstep: Class 2 contains 18906 members 
Entering Unmasked Estep 
Score: -12991556.000000 Penalty: 5526.392578
	Iteration 34Q: 3 clusters Score -1.299156e+07 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50991 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -12991726.000000 Penalty: 5526.392578
	Iteration 35Q: 3 clusters Score -1.299173e+07 nChanged 868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51833 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -12991906.000000 Penalty: 5526.392578
	Iteration 36Q: 3 clusters Score -1.299191e+07 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52656 members 
Mstep: Class 2 contains 16348 members 
Entering Unmasked Estep 
Score: -12992100.000000 Penalty: 5526.392578
	Iteration 37Q: 3 clusters Score -1.29921e+07 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53471 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -12992302.000000 Penalty: 5526.392578
	Iteration 38Q: 3 clusters Score -1.29923e+07 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54226 members 
Mstep: Class 2 contains 14778 members 
Entering Unmasked Estep 
Score: -12992473.000000 Penalty: 5526.392578
	Iteration 39Q: 3 clusters Score -1.299247e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 14106 members 
Entering Unmasked Estep 
Score: -12992671.000000 Penalty: 5526.392578
	Iteration 40F: 3 clusters Score -1.299267e+07 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 13399 members 
Entering Unmasked Estep 
Score: -12992769.000000 Penalty: 5526.392578
	Iteration 41Q: 3 clusters Score -1.299277e+07 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56305 members 
Mstep: Class 2 contains 12699 members 
Entering Unmasked Estep 
Score: -12992857.000000 Penalty: 5526.392578
	Iteration 42Q: 3 clusters Score -1.299286e+07 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56980 members 
Mstep: Class 2 contains 12024 members 
Entering Unmasked Estep 
Score: -12992935.000000 Penalty: 5526.392578
	Iteration 43Q: 3 clusters Score -1.299294e+07 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 11345 members 
Entering Unmasked Estep 
Score: -12992993.000000 Penalty: 5526.392578
	Iteration 44Q: 3 clusters Score -1.299299e+07 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58314 members 
Mstep: Class 2 contains 10690 members 
Entering Unmasked Estep 
Score: -12993076.000000 Penalty: 5526.392578
	Iteration 45Q: 3 clusters Score -1.299308e+07 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58922 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -12993120.000000 Penalty: 5526.392578
	Iteration 46Q: 3 clusters Score -1.299312e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59508 members 
Mstep: Class 2 contains 9496 members 
Entering Unmasked Estep 
Score: -12993156.000000 Penalty: 5526.392578
	Iteration 47Q: 3 clusters Score -1.299316e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60106 members 
Mstep: Class 2 contains 8898 members 
Entering Unmasked Estep 
Score: -12993096.000000 Penalty: 5526.392578
	Iteration 48Q: 3 clusters Score -1.29931e+07 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60610 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -12993130.000000 Penalty: 5526.392578
	Iteration 49Q: 3 clusters Score -1.299313e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61078 members 
Mstep: Class 2 contains 7926 members 
Entering Unmasked Estep 
Score: -12993105.000000 Penalty: 5526.392578
	Iteration 50Q: 3 clusters Score -1.29931e+07 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61555 members 
Mstep: Class 2 contains 7449 members 
Entering Unmasked Estep 
Score: -12993156.000000 Penalty: 5526.392578
	Iteration 51Q: 3 clusters Score -1.299316e+07 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62005 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -12993171.000000 Penalty: 5526.392578
	Iteration 52Q: 3 clusters Score -1.299317e+07 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62400 members 
Mstep: Class 2 contains 6604 members 
Entering Unmasked Estep 
Score: -12993109.000000 Penalty: 5526.392578
	Iteration 53Q: 3 clusters Score -1.299311e+07 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62768 members 
Mstep: Class 2 contains 6236 members 
Entering Unmasked Estep 
Score: -12993106.000000 Penalty: 5526.392578
	Iteration 54Q: 3 clusters Score -1.299311e+07 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63082 members 
Mstep: Class 2 contains 5922 members 
Entering Unmasked Estep 
Score: -12993066.000000 Penalty: 5526.392578
	Iteration 55Q: 3 clusters Score -1.299307e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63401 members 
Mstep: Class 2 contains 5603 members 
Entering Unmasked Estep 
Score: -12993053.000000 Penalty: 5526.392578
	Iteration 56Q: 3 clusters Score -1.299305e+07 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63712 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -12993064.000000 Penalty: 5526.392578
	Iteration 57Q: 3 clusters Score -1.299306e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64006 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -12993068.000000 Penalty: 5526.392578
	Iteration 58Q: 3 clusters Score -1.299307e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64275 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -12993030.000000 Penalty: 5526.392578
	Iteration 59Q: 3 clusters Score -1.299303e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64521 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -12993037.000000 Penalty: 5526.392578
	Iteration 60F: 3 clusters Score -1.299304e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64754 members 
Mstep: Class 2 contains 4250 members 
Entering Unmasked Estep 
Score: -12993009.000000 Penalty: 5526.392578
	Iteration 61Q: 3 clusters Score -1.299301e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64940 members 
Mstep: Class 2 contains 4064 members 
Entering Unmasked Estep 
Score: -12993023.000000 Penalty: 5526.392578
	Iteration 62Q: 3 clusters Score -1.299302e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65126 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -12992994.000000 Penalty: 5526.392578
	Iteration 63Q: 3 clusters Score -1.299299e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65274 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -12992997.000000 Penalty: 5526.392578
	Iteration 64Q: 3 clusters Score -1.2993e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65412 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -12992998.000000 Penalty: 5526.392578
	Iteration 65Q: 3 clusters Score -1.2993e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65557 members 
Mstep: Class 2 contains 3447 members 
Entering Unmasked Estep 
Score: -12992974.000000 Penalty: 5526.392578
	Iteration 66Q: 3 clusters Score -1.299297e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65704 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -12992944.000000 Penalty: 5526.392578
	Iteration 67Q: 3 clusters Score -1.299294e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65802 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -12992982.000000 Penalty: 5526.392578
	Iteration 68Q: 3 clusters Score -1.299298e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65891 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -12992961.000000 Penalty: 5526.392578
	Iteration 69Q: 3 clusters Score -1.299296e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65970 members 
Mstep: Class 2 contains 3034 members 
Entering Unmasked Estep 
Score: -12992971.000000 Penalty: 5526.392578
	Iteration 70Q: 3 clusters Score -1.299297e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66040 members 
Mstep: Class 2 contains 2964 members 
Entering Unmasked Estep 
Score: -12992949.000000 Penalty: 5526.392578
	Iteration 71Q: 3 clusters Score -1.299295e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66102 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -12992949.000000 Penalty: 5526.392578
	Iteration 72Q: 3 clusters Score -1.299295e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66175 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -12992962.000000 Penalty: 5526.392578
	Iteration 73Q: 3 clusters Score -1.299296e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66224 members 
Mstep: Class 2 contains 2780 members 
Entering Unmasked Estep 
Score: -12992949.000000 Penalty: 5526.392578
	Iteration 74Q: 3 clusters Score -1.299295e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66272 members 
Mstep: Class 2 contains 2732 members 
Entering Unmasked Estep 
Score: -12992945.000000 Penalty: 5526.392578
	Iteration 75Q: 3 clusters Score -1.299294e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66308 members 
Mstep: Class 2 contains 2696 members 
Entering Unmasked Estep 
Score: -12992914.000000 Penalty: 5526.392578
	Iteration 76Q: 3 clusters Score -1.299291e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66335 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -12992912.000000 Penalty: 5526.392578
	Iteration 77Q: 3 clusters Score -1.299291e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66364 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -12992926.000000 Penalty: 5526.392578
	Iteration 78Q: 3 clusters Score -1.299293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66401 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -12992909.000000 Penalty: 5526.392578
	Iteration 79Q: 3 clusters Score -1.299291e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -12992929.000000 Penalty: 5526.392578
	Iteration 80F: 3 clusters Score -1.299293e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66436 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -12992907.000000 Penalty: 5526.392578
	Iteration 81Q: 3 clusters Score -1.299291e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66450 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -12992900.000000 Penalty: 5526.392578
	Iteration 82Q: 3 clusters Score -1.29929e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66458 members 
Mstep: Class 2 contains 2546 members 
Entering Unmasked Estep 
Score: -12992894.000000 Penalty: 5526.392578
	Iteration 83Q: 3 clusters Score -1.299289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66468 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -12992888.000000 Penalty: 5526.392578
	Iteration 84Q: 3 clusters Score -1.299289e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66475 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -12992896.000000 Penalty: 5526.392578
	Iteration 85Q: 3 clusters Score -1.29929e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66485 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -12992883.000000 Penalty: 5526.392578
	Iteration 86Q: 3 clusters Score -1.299288e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66498 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -12992866.000000 Penalty: 5526.392578
	Iteration 87Q: 3 clusters Score -1.299287e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66511 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -12992870.000000 Penalty: 5526.392578
	Iteration 88Q: 3 clusters Score -1.299287e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66521 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -12992884.000000 Penalty: 5526.392578
	Iteration 89Q: 3 clusters Score -1.299288e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66533 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -12992867.000000 Penalty: 5526.392578
	Iteration 90Q: 3 clusters Score -1.299287e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66555 members 
Mstep: Class 2 contains 2449 members 
Entering Unmasked Estep 
Score: -12992852.000000 Penalty: 5526.392578
	Iteration 91Q: 3 clusters Score -1.299285e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66571 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -12992839.000000 Penalty: 5526.392578
	Iteration 92Q: 3 clusters Score -1.299284e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66586 members 
Mstep: Class 2 contains 2418 members 
Entering Unmasked Estep 
Score: -12992833.000000 Penalty: 5526.392578
	Iteration 93Q: 3 clusters Score -1.299283e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66603 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -12992823.000000 Penalty: 5526.392578
	Iteration 94Q: 3 clusters Score -1.299282e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66615 members 
Mstep: Class 2 contains 2389 members 
Entering Unmasked Estep 
Score: -12992817.000000 Penalty: 5526.392578
	Iteration 95Q: 3 clusters Score -1.299282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66629 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -12992801.000000 Penalty: 5526.392578
	Iteration 96Q: 3 clusters Score -1.29928e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66643 members 
Mstep: Class 2 contains 2361 members 
Entering Unmasked Estep 
Score: -12992809.000000 Penalty: 5526.392578
	Iteration 97Q: 3 clusters Score -1.299281e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66664 members 
Mstep: Class 2 contains 2340 members 
Entering Unmasked Estep 
Score: -12992817.000000 Penalty: 5526.392578
	Iteration 98Q: 3 clusters Score -1.299282e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66675 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -12992815.000000 Penalty: 5526.392578
	Iteration 99Q: 3 clusters Score -1.299282e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66689 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -12992806.000000 Penalty: 5526.392578
	Iteration 100F: 3 clusters Score -1.299281e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66704 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -12992793.000000 Penalty: 5526.392578
	Iteration 101Q: 3 clusters Score -1.299279e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66718 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -12992799.000000 Penalty: 5526.392578
	Iteration 102Q: 3 clusters Score -1.29928e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66736 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -12992798.000000 Penalty: 5526.392578
	Iteration 103Q: 3 clusters Score -1.29928e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66750 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -12992815.000000 Penalty: 5526.392578
	Iteration 104Q: 3 clusters Score -1.299282e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66760 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -12992814.000000 Penalty: 5526.392578
	Iteration 105Q: 3 clusters Score -1.299281e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66772 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -12992821.000000 Penalty: 5526.392578
	Iteration 106Q: 3 clusters Score -1.299282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66779 members 
Mstep: Class 2 contains 2225 members 
Entering Unmasked Estep 
Score: -12992813.000000 Penalty: 5526.392578
	Iteration 107Q: 3 clusters Score -1.299281e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66784 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -12992804.000000 Penalty: 5526.392578
	Iteration 108Q: 3 clusters Score -1.29928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66786 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -12992805.000000 Penalty: 5526.392578
	Iteration 109Q: 3 clusters Score -1.29928e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66791 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -12992799.000000 Penalty: 5526.392578
	Iteration 110Q: 3 clusters Score -1.29928e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66795 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -12992812.000000 Penalty: 5526.392578
	Iteration 111Q: 3 clusters Score -1.299281e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66800 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -12992806.000000 Penalty: 5526.392578
	Iteration 112Q: 3 clusters Score -1.299281e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66804 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -12992822.000000 Penalty: 5526.392578
	Iteration 113Q: 3 clusters Score -1.299282e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66813 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -12992818.000000 Penalty: 5526.392578
	Iteration 114Q: 3 clusters Score -1.299282e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66815 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -12992805.000000 Penalty: 5526.392578
	Iteration 115Q: 3 clusters Score -1.29928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66817 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -12992803.000000 Penalty: 5526.392578
	Iteration 116Q: 3 clusters Score -1.29928e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -12992798.000000 Penalty: 5526.392578
	Iteration 117Q: 3 clusters Score -1.29928e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66819 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -12992798.000000 Penalty: 5526.392578
	Iteration 118F: 3 clusters Score -1.29928e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4947 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4947 members 
Entering Unmasked Estep 
Score: -929151.500000 Penalty: 2109.621094
	Iteration 0F: 2 clusters Score -929151.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2465 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -924650.937500 Penalty: 4219.242188
	Iteration 0F: 3 clusters Score -924650.9 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -925731.437500 Penalty: 4219.242188
	Iteration 1F: 3 clusters Score -925731.4 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 2592 members 
Entering Unmasked Estep 
Score: -925921.750000 Penalty: 4219.242188
	Iteration 2F: 3 clusters Score -925921.8 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2315 members 
Mstep: Class 2 contains 2632 members 
Entering Unmasked Estep 
Score: -926035.250000 Penalty: 4219.242188
	Iteration 3Q: 3 clusters Score -926035.2 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -926123.750000 Penalty: 4219.242188
	Iteration 4Q: 3 clusters Score -926123.8 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2228 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -926186.812500 Penalty: 4219.242188
	Iteration 5Q: 3 clusters Score -926186.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2180 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -926229.062500 Penalty: 4219.242188
	Iteration 6Q: 3 clusters Score -926229.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -926259.250000 Penalty: 4219.242188
	Iteration 7Q: 3 clusters Score -926259.2 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 2850 members 
Entering Unmasked Estep 
Score: -926278.500000 Penalty: 4219.242188
	Iteration 8Q: 3 clusters Score -926278.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2067 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -926300.375000 Penalty: 4219.242188
	Iteration 9Q: 3 clusters Score -926300.4 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2917 members 
Entering Unmasked Estep 
Score: -926324.000000 Penalty: 4219.242188
	Iteration 10Q: 3 clusters Score -926324 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -926351.375000 Penalty: 4219.242188
	Iteration 11Q: 3 clusters Score -926351.4 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1908 members 
Mstep: Class 2 contains 3039 members 
Entering Unmasked Estep 
Score: -926387.187500 Penalty: 4219.242188
	Iteration 12Q: 3 clusters Score -926387.2 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1847 members 
Mstep: Class 2 contains 3100 members 
Entering Unmasked Estep 
Score: -926421.687500 Penalty: 4219.242188
	Iteration 13Q: 3 clusters Score -926421.7 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1773 members 
Mstep: Class 2 contains 3174 members 
Entering Unmasked Estep 
Score: -926461.750000 Penalty: 4219.242188
	Iteration 14Q: 3 clusters Score -926461.8 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1704 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -926496.375000 Penalty: 4219.242188
	Iteration 15Q: 3 clusters Score -926496.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 3317 members 
Entering Unmasked Estep 
Score: -926536.375000 Penalty: 4219.242188
	Iteration 16Q: 3 clusters Score -926536.4 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 3400 members 
Entering Unmasked Estep 
Score: -926574.125000 Penalty: 4219.242188
	Iteration 17Q: 3 clusters Score -926574.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -926609.875000 Penalty: 4219.242188
	Iteration 18Q: 3 clusters Score -926609.9 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1383 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -926661.250000 Penalty: 4219.242188
	Iteration 19Q: 3 clusters Score -926661.2 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 3646 members 
Entering Unmasked Estep 
Score: -926718.125000 Penalty: 4219.242188
	Iteration 20F: 3 clusters Score -926718.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 3734 members 
Entering Unmasked Estep 
Score: -926770.000000 Penalty: 4219.242188
	Iteration 21Q: 3 clusters Score -926770 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 3814 members 
Entering Unmasked Estep 
Score: -926818.812500 Penalty: 4219.242188
	Iteration 22Q: 3 clusters Score -926818.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 3886 members 
Entering Unmasked Estep 
Score: -926872.437500 Penalty: 4219.242188
	Iteration 23Q: 3 clusters Score -926872.4 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 992 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -926927.437500 Penalty: 4219.242188
	Iteration 24Q: 3 clusters Score -926927.4 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -926974.687500 Penalty: 4219.242188
	Iteration 25Q: 3 clusters Score -926974.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4093 members 
Entering Unmasked Estep 
Score: -927022.750000 Penalty: 4219.242188
	Iteration 26Q: 3 clusters Score -927022.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -927077.750000 Penalty: 4219.242188
	Iteration 27Q: 3 clusters Score -927077.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 4234 members 
Entering Unmasked Estep 
Score: -927141.437500 Penalty: 4219.242188
	Iteration 28Q: 3 clusters Score -927141.4 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4295 members 
Entering Unmasked Estep 
Score: -927189.062500 Penalty: 4219.242188
	Iteration 29Q: 3 clusters Score -927189.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -927225.187500 Penalty: 4219.242188
	Iteration 30Q: 3 clusters Score -927225.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 4367 members 
Entering Unmasked Estep 
Score: -927254.562500 Penalty: 4219.242188
	Iteration 31Q: 3 clusters Score -927254.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -927283.250000 Penalty: 4219.242188
	Iteration 32Q: 3 clusters Score -927283.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -927305.437500 Penalty: 4219.242188
	Iteration 33Q: 3 clusters Score -927305.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 4431 members 
Entering Unmasked Estep 
Score: -927329.062500 Penalty: 4219.242188
	Iteration 34Q: 3 clusters Score -927329.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 4447 members 
Entering Unmasked Estep 
Score: -927355.812500 Penalty: 4219.242188
	Iteration 35Q: 3 clusters Score -927355.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4469 members 
Entering Unmasked Estep 
Score: -927381.000000 Penalty: 4219.242188
	Iteration 36Q: 3 clusters Score -927381 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -927393.312500 Penalty: 4219.242188
	Iteration 37Q: 3 clusters Score -927393.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4493 members 
Entering Unmasked Estep 
Score: -927402.250000 Penalty: 4219.242188
	Iteration 38Q: 3 clusters Score -927402.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 4501 members 
Entering Unmasked Estep 
Score: -927410.187500 Penalty: 4219.242188
	Iteration 39Q: 3 clusters Score -927410.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 4504 members 
Entering Unmasked Estep 
Score: -927416.500000 Penalty: 4219.242188
	Iteration 40F: 3 clusters Score -927416.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -927419.187500 Penalty: 4219.242188
	Iteration 41Q: 3 clusters Score -927419.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -927422.312500 Penalty: 4219.242188
	Iteration 42Q: 3 clusters Score -927422.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 4514 members 
Entering Unmasked Estep 
Score: -927425.812500 Penalty: 4219.242188
	Iteration 43Q: 3 clusters Score -927425.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -927429.187500 Penalty: 4219.242188
	Iteration 44Q: 3 clusters Score -927429.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -927430.375000 Penalty: 4219.242188
	Iteration 45Q: 3 clusters Score -927430.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -927430.375000 Penalty: 4219.242188
	Iteration 46F: 3 clusters Score -927430.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (26846 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26846 members 
Entering Unmasked Estep 
Score: -5256858.000000 Penalty: 2529.072266
	Iteration 0F: 2 clusters Score -5256858 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -5239095.500000 Penalty: 5058.144531
	Iteration 0F: 3 clusters Score -5239096 nChanged 11892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -5245418.500000 Penalty: 5058.144531
	Iteration 1F: 3 clusters Score -5245418 nChanged 1285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14543 members 
Mstep: Class 2 contains 12303 members 
Entering Unmasked Estep 
Score: -5245832.500000 Penalty: 5058.144531
	Iteration 2Q: 3 clusters Score -5245832 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Mstep: Class 2 contains 11670 members 
Entering Unmasked Estep 
Score: -5246241.500000 Penalty: 5058.144531
	Iteration 3Q: 3 clusters Score -5246242 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16011 members 
Mstep: Class 2 contains 10835 members 
Entering Unmasked Estep 
Score: -5246647.500000 Penalty: 5058.144531
	Iteration 4Q: 3 clusters Score -5246648 nChanged 1229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17086 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -5247211.500000 Penalty: 5058.144531
	Iteration 5Q: 3 clusters Score -5247212 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -5247982.000000 Penalty: 5058.144531
	Iteration 6F: 3 clusters Score -5247982 nChanged 1660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 6750 members 
Entering Unmasked Estep 
Score: -5249082.500000 Penalty: 5058.144531
	Iteration 7F: 3 clusters Score -5249082 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -5250485.500000 Penalty: 5058.144531
	Iteration 8F: 3 clusters Score -5250486 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23759 members 
Mstep: Class 2 contains 3087 members 
Entering Unmasked Estep 
Score: -5251909.000000 Penalty: 5058.144531
	Iteration 9F: 3 clusters Score -5251909 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -5253092.000000 Penalty: 5058.144531
	Iteration 10F: 3 clusters Score -5253092 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -5253824.500000 Penalty: 5058.144531
	Iteration 11Q: 3 clusters Score -5253824 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26305 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -5254197.500000 Penalty: 5058.144531
	Iteration 12Q: 3 clusters Score -5254198 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26447 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5254377.000000 Penalty: 5058.144531
	Iteration 13Q: 3 clusters Score -5254377 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26512 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5254495.000000 Penalty: 5058.144531
	Iteration 14Q: 3 clusters Score -5254495 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26540 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5254545.000000 Penalty: 5058.144531
	Iteration 15Q: 3 clusters Score -5254545 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -5254568.000000 Penalty: 5058.144531
	Iteration 16Q: 3 clusters Score -5254568 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26566 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -5254578.500000 Penalty: 5058.144531
	Iteration 17Q: 3 clusters Score -5254578 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26571 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -5254594.500000 Penalty: 5058.144531
	Iteration 18Q: 3 clusters Score -5254594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26574 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -5254601.500000 Penalty: 5058.144531
	Iteration 19Q: 3 clusters Score -5254602 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -5254615.500000 Penalty: 5058.144531
	Iteration 20F: 3 clusters Score -5254616 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5254615.000000 Penalty: 5058.144531
	Iteration 21Q: 3 clusters Score -5254615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26581 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -5254615.500000 Penalty: 5058.144531
	Iteration 22Q: 3 clusters Score -5254616 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26583 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -5254622.500000 Penalty: 5058.144531
	Iteration 23Q: 3 clusters Score -5254622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5254622.500000 Penalty: 5058.144531
	Iteration 24Q: 3 clusters Score -5254622 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26585 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -5254622.500000 Penalty: 5058.144531
	Iteration 25F: 3 clusters Score -5254622 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (71150 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71150 members 
Entering Unmasked Estep 
Score: -12910594.000000 Penalty: 2770.791260
	Iteration 0F: 2 clusters Score -1.291059e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35663 members 
Mstep: Class 2 contains 35487 members 
Entering Unmasked Estep 
Score: -12866250.000000 Penalty: 5541.582520
	Iteration 0F: 3 clusters Score -1.286625e+07 nChanged 33266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36097 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -12884802.000000 Penalty: 5541.582520
	Iteration 1F: 3 clusters Score -1.28848e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36521 members 
Mstep: Class 2 contains 34629 members 
Entering Unmasked Estep 
Score: -12885497.000000 Penalty: 5541.582520
	Iteration 2Q: 3 clusters Score -1.28855e+07 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37163 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -12886154.000000 Penalty: 5541.582520
	Iteration 3Q: 3 clusters Score -1.288615e+07 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38160 members 
Mstep: Class 2 contains 32990 members 
Entering Unmasked Estep 
Score: -12887046.000000 Penalty: 5541.582520
	Iteration 4Q: 3 clusters Score -1.288705e+07 nChanged 2905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39601 members 
Mstep: Class 2 contains 31549 members 
Entering Unmasked Estep 
Score: -12888042.000000 Penalty: 5541.582520
	Iteration 5Q: 3 clusters Score -1.288804e+07 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41673 members 
Mstep: Class 2 contains 29477 members 
Entering Unmasked Estep 
Score: -12889387.000000 Penalty: 5541.582520
	Iteration 6Q: 3 clusters Score -1.288939e+07 nChanged 3757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 26660 members 
Entering Unmasked Estep 
Score: -12891320.000000 Penalty: 5541.582520
	Iteration 7F: 3 clusters Score -1.289132e+07 nChanged 4211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47943 members 
Mstep: Class 2 contains 23207 members 
Entering Unmasked Estep 
Score: -12893826.000000 Penalty: 5541.582520
	Iteration 8F: 3 clusters Score -1.289383e+07 nChanged 4371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 19392 members 
Entering Unmasked Estep 
Score: -12896735.000000 Penalty: 5541.582520
	Iteration 9F: 3 clusters Score -1.289674e+07 nChanged 4136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55458 members 
Mstep: Class 2 contains 15692 members 
Entering Unmasked Estep 
Score: -12899754.000000 Penalty: 5541.582520
	Iteration 10F: 3 clusters Score -1.289975e+07 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58681 members 
Mstep: Class 2 contains 12469 members 
Entering Unmasked Estep 
Score: -12902403.000000 Penalty: 5541.582520
	Iteration 11F: 3 clusters Score -1.29024e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61303 members 
Mstep: Class 2 contains 9847 members 
Entering Unmasked Estep 
Score: -12904472.000000 Penalty: 5541.582520
	Iteration 12Q: 3 clusters Score -1.290447e+07 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63214 members 
Mstep: Class 2 contains 7936 members 
Entering Unmasked Estep 
Score: -12905686.000000 Penalty: 5541.582520
	Iteration 13Q: 3 clusters Score -1.290569e+07 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64629 members 
Mstep: Class 2 contains 6521 members 
Entering Unmasked Estep 
Score: -12906512.000000 Penalty: 5541.582520
	Iteration 14Q: 3 clusters Score -1.290651e+07 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65652 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -12907066.000000 Penalty: 5541.582520
	Iteration 15Q: 3 clusters Score -1.290707e+07 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66423 members 
Mstep: Class 2 contains 4727 members 
Entering Unmasked Estep 
Score: -12907521.000000 Penalty: 5541.582520
	Iteration 16Q: 3 clusters Score -1.290752e+07 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67013 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -12907780.000000 Penalty: 5541.582520
	Iteration 17Q: 3 clusters Score -1.290778e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67442 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -12907959.000000 Penalty: 5541.582520
	Iteration 18Q: 3 clusters Score -1.290796e+07 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67777 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -12908032.000000 Penalty: 5541.582520
	Iteration 19Q: 3 clusters Score -1.290803e+07 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68057 members 
Mstep: Class 2 contains 3093 members 
Entering Unmasked Estep 
Score: -12908155.000000 Penalty: 5541.582520
	Iteration 20F: 3 clusters Score -1.290816e+07 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68291 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -12908241.000000 Penalty: 5541.582520
	Iteration 21Q: 3 clusters Score -1.290824e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68486 members 
Mstep: Class 2 contains 2664 members 
Entering Unmasked Estep 
Score: -12908283.000000 Penalty: 5541.582520
	Iteration 22Q: 3 clusters Score -1.290828e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68661 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -12908355.000000 Penalty: 5541.582520
	Iteration 23Q: 3 clusters Score -1.290836e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68799 members 
Mstep: Class 2 contains 2351 members 
Entering Unmasked Estep 
Score: -12908416.000000 Penalty: 5541.582520
	Iteration 24Q: 3 clusters Score -1.290842e+07 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68913 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -12908433.000000 Penalty: 5541.582520
	Iteration 25Q: 3 clusters Score -1.290843e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69017 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -12908455.000000 Penalty: 5541.582520
	Iteration 26Q: 3 clusters Score -1.290846e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69111 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -12908453.000000 Penalty: 5541.582520
	Iteration 27Q: 3 clusters Score -1.290845e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69186 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -12908445.000000 Penalty: 5541.582520
	Iteration 28Q: 3 clusters Score -1.290844e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69240 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -12908477.000000 Penalty: 5541.582520
	Iteration 29Q: 3 clusters Score -1.290848e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69292 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -12908490.000000 Penalty: 5541.582520
	Iteration 30Q: 3 clusters Score -1.290849e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69339 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -12908496.000000 Penalty: 5541.582520
	Iteration 31Q: 3 clusters Score -1.29085e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69370 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -12908503.000000 Penalty: 5541.582520
	Iteration 32Q: 3 clusters Score -1.29085e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69401 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -12908491.000000 Penalty: 5541.582520
	Iteration 33Q: 3 clusters Score -1.290849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69421 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -12908495.000000 Penalty: 5541.582520
	Iteration 34Q: 3 clusters Score -1.29085e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69439 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -12908505.000000 Penalty: 5541.582520
	Iteration 35Q: 3 clusters Score -1.29085e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69461 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -12908493.000000 Penalty: 5541.582520
	Iteration 36Q: 3 clusters Score -1.290849e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69483 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -12908496.000000 Penalty: 5541.582520
	Iteration 37Q: 3 clusters Score -1.29085e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69497 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -12908516.000000 Penalty: 5541.582520
	Iteration 38Q: 3 clusters Score -1.290852e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69515 members 
Mstep: Class 2 contains 1635 members 
Entering Unmasked Estep 
Score: -12908507.000000 Penalty: 5541.582520
	Iteration 39Q: 3 clusters Score -1.290851e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69529 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -12908513.000000 Penalty: 5541.582520
	Iteration 40F: 3 clusters Score -1.290851e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69541 members 
Mstep: Class 2 contains 1609 members 
Entering Unmasked Estep 
Score: -12908511.000000 Penalty: 5541.582520
	Iteration 41Q: 3 clusters Score -1.290851e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69546 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -12908516.000000 Penalty: 5541.582520
	Iteration 42Q: 3 clusters Score -1.290852e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69553 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -12908531.000000 Penalty: 5541.582520
	Iteration 43Q: 3 clusters Score -1.290853e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69557 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -12908524.000000 Penalty: 5541.582520
	Iteration 44Q: 3 clusters Score -1.290852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69561 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -12908525.000000 Penalty: 5541.582520
	Iteration 45Q: 3 clusters Score -1.290852e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69567 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -12908522.000000 Penalty: 5541.582520
	Iteration 46Q: 3 clusters Score -1.290852e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -12908528.000000 Penalty: 5541.582520
	Iteration 47Q: 3 clusters Score -1.290853e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -12908524.000000 Penalty: 5541.582520
	Iteration 48Q: 3 clusters Score -1.290852e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69569 members 
Mstep: Class 2 contains 1581 members 
Entering Unmasked Estep 
Score: -12908519.000000 Penalty: 5541.582520
	Iteration 49Q: 3 clusters Score -1.290852e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -12908526.000000 Penalty: 5541.582520
	Iteration 50Q: 3 clusters Score -1.290853e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69570 members 
Mstep: Class 2 contains 1580 members 
Entering Unmasked Estep 
Score: -12908526.000000 Penalty: 5541.582520
	Iteration 51F: 3 clusters Score -1.290853e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (34522 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34522 members 
Entering Unmasked Estep 
Score: -6931126.000000 Penalty: 2591.439453
	Iteration 0F: 2 clusters Score -6931126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17298 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -6913143.500000 Penalty: 5182.878906
	Iteration 0F: 3 clusters Score -6913144 nChanged 15768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17688 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -6921697.500000 Penalty: 5182.878906
	Iteration 1F: 3 clusters Score -6921698 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 16400 members 
Entering Unmasked Estep 
Score: -6922265.000000 Penalty: 5182.878906
	Iteration 2Q: 3 clusters Score -6922265 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18800 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -6922793.000000 Penalty: 5182.878906
	Iteration 3Q: 3 clusters Score -6922793 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19644 members 
Mstep: Class 2 contains 14878 members 
Entering Unmasked Estep 
Score: -6923349.000000 Penalty: 5182.878906
	Iteration 4Q: 3 clusters Score -6923349 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20727 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -6924006.000000 Penalty: 5182.878906
	Iteration 5Q: 3 clusters Score -6924006 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22081 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -6924762.000000 Penalty: 5182.878906
	Iteration 6F: 3 clusters Score -6924762 nChanged 1968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 10921 members 
Entering Unmasked Estep 
Score: -6925728.000000 Penalty: 5182.878906
	Iteration 7F: 3 clusters Score -6925728 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 9404 members 
Entering Unmasked Estep 
Score: -6926757.000000 Penalty: 5182.878906
	Iteration 8F: 3 clusters Score -6926757 nChanged 1806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26378 members 
Mstep: Class 2 contains 8144 members 
Entering Unmasked Estep 
Score: -6927811.500000 Penalty: 5182.878906
	Iteration 9F: 3 clusters Score -6927812 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27300 members 
Mstep: Class 2 contains 7222 members 
Entering Unmasked Estep 
Score: -6928748.500000 Penalty: 5182.878906
	Iteration 10Q: 3 clusters Score -6928748 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27965 members 
Mstep: Class 2 contains 6557 members 
Entering Unmasked Estep 
Score: -6929506.000000 Penalty: 5182.878906
	Iteration 11Q: 3 clusters Score -6929506 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28510 members 
Mstep: Class 2 contains 6012 members 
Entering Unmasked Estep 
Score: -6929865.500000 Penalty: 5182.878906
	Iteration 12Q: 3 clusters Score -6929866 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 5528 members 
Entering Unmasked Estep 
Score: -6930002.000000 Penalty: 5182.878906
	Iteration 13Q: 3 clusters Score -6930002 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29464 members 
Mstep: Class 2 contains 5058 members 
Entering Unmasked Estep 
Score: -6930125.000000 Penalty: 5182.878906
	Iteration 14Q: 3 clusters Score -6930125 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29953 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -6930118.500000 Penalty: 5182.878906
	Iteration 15Q: 3 clusters Score -6930118 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30485 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -6930036.000000 Penalty: 5182.878906
	Iteration 16Q: 3 clusters Score -6930036 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30944 members 
Mstep: Class 2 contains 3578 members 
Entering Unmasked Estep 
Score: -6929956.500000 Penalty: 5182.878906
	Iteration 17Q: 3 clusters Score -6929956 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31450 members 
Mstep: Class 2 contains 3072 members 
Entering Unmasked Estep 
Score: -6929787.000000 Penalty: 5182.878906
	Iteration 18Q: 3 clusters Score -6929787 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31901 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -6929690.500000 Penalty: 5182.878906
	Iteration 19Q: 3 clusters Score -6929690 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32329 members 
Mstep: Class 2 contains 2193 members 
Entering Unmasked Estep 
Score: -6929572.500000 Penalty: 5182.878906
	Iteration 20F: 3 clusters Score -6929572 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32695 members 
Mstep: Class 2 contains 1827 members 
Entering Unmasked Estep 
Score: -6929440.500000 Penalty: 5182.878906
	Iteration 21Q: 3 clusters Score -6929440 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33007 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -6929340.500000 Penalty: 5182.878906
	Iteration 22Q: 3 clusters Score -6929340 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33311 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6929282.500000 Penalty: 5182.878906
	Iteration 23Q: 3 clusters Score -6929282 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33521 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -6929252.000000 Penalty: 5182.878906
	Iteration 24Q: 3 clusters Score -6929252 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -6929208.500000 Penalty: 5182.878906
	Iteration 25Q: 3 clusters Score -6929208 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33776 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -6929156.000000 Penalty: 5182.878906
	Iteration 26Q: 3 clusters Score -6929156 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33852 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -6929151.500000 Penalty: 5182.878906
	Iteration 27Q: 3 clusters Score -6929152 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33907 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -6929150.000000 Penalty: 5182.878906
	Iteration 28Q: 3 clusters Score -6929150 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33951 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6929160.500000 Penalty: 5182.878906
	Iteration 29Q: 3 clusters Score -6929160 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33980 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -6929145.500000 Penalty: 5182.878906
	Iteration 30Q: 3 clusters Score -6929146 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33998 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6929153.000000 Penalty: 5182.878906
	Iteration 31Q: 3 clusters Score -6929153 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34015 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -6929154.500000 Penalty: 5182.878906
	Iteration 32Q: 3 clusters Score -6929154 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34029 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -6929151.000000 Penalty: 5182.878906
	Iteration 33Q: 3 clusters Score -6929151 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34042 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6929154.000000 Penalty: 5182.878906
	Iteration 34Q: 3 clusters Score -6929154 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34054 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -6929157.000000 Penalty: 5182.878906
	Iteration 35Q: 3 clusters Score -6929157 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34062 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6929147.000000 Penalty: 5182.878906
	Iteration 36Q: 3 clusters Score -6929147 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34068 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -6929140.000000 Penalty: 5182.878906
	Iteration 37Q: 3 clusters Score -6929140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -6929136.000000 Penalty: 5182.878906
	Iteration 38Q: 3 clusters Score -6929136 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6929136.500000 Penalty: 5182.878906
	Iteration 39Q: 3 clusters Score -6929136 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34077 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -6929136.500000 Penalty: 5182.878906
	Iteration 40F: 3 clusters Score -6929136 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (47120 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47120 members 
Entering Unmasked Estep 
Score: -9034957.000000 Penalty: 2668.592285
	Iteration 0F: 2 clusters Score -9034957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23522 members 
Mstep: Class 2 contains 23598 members 
Entering Unmasked Estep 
Score: -9009633.000000 Penalty: 5337.184570
	Iteration 0F: 3 clusters Score -9009633 nChanged 21700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23376 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -9021694.000000 Penalty: 5337.184570
	Iteration 1F: 3 clusters Score -9021694 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23279 members 
Mstep: Class 2 contains 23841 members 
Entering Unmasked Estep 
Score: -9022134.000000 Penalty: 5337.184570
	Iteration 2Q: 3 clusters Score -9022134 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23109 members 
Mstep: Class 2 contains 24011 members 
Entering Unmasked Estep 
Score: -9022569.000000 Penalty: 5337.184570
	Iteration 3Q: 3 clusters Score -9022569 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22907 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -9022876.000000 Penalty: 5337.184570
	Iteration 4Q: 3 clusters Score -9022876 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 24398 members 
Entering Unmasked Estep 
Score: -9023156.000000 Penalty: 5337.184570
	Iteration 5Q: 3 clusters Score -9023156 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22488 members 
Mstep: Class 2 contains 24632 members 
Entering Unmasked Estep 
Score: -9023401.000000 Penalty: 5337.184570
	Iteration 6Q: 3 clusters Score -9023401 nChanged 1258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -9023683.000000 Penalty: 5337.184570
	Iteration 7Q: 3 clusters Score -9023683 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21840 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -9023932.000000 Penalty: 5337.184570
	Iteration 8Q: 3 clusters Score -9023932 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21361 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -9024255.000000 Penalty: 5337.184570
	Iteration 9Q: 3 clusters Score -9024255 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20725 members 
Mstep: Class 2 contains 26395 members 
Entering Unmasked Estep 
Score: -9024685.000000 Penalty: 5337.184570
	Iteration 10Q: 3 clusters Score -9024685 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 27167 members 
Entering Unmasked Estep 
Score: -9025308.000000 Penalty: 5337.184570
	Iteration 11Q: 3 clusters Score -9025308 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -9026240.000000 Penalty: 5337.184570
	Iteration 12Q: 3 clusters Score -9026240 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 28803 members 
Entering Unmasked Estep 
Score: -9027462.000000 Penalty: 5337.184570
	Iteration 13Q: 3 clusters Score -9027462 nChanged 2410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17691 members 
Mstep: Class 2 contains 29429 members 
Entering Unmasked Estep 
Score: -9028935.000000 Penalty: 5337.184570
	Iteration 14F: 3 clusters Score -9028935 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17449 members 
Mstep: Class 2 contains 29671 members 
Entering Unmasked Estep 
Score: -9030180.000000 Penalty: 5337.184570
	Iteration 15F: 3 clusters Score -9030180 nChanged 1929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -9030892.000000 Penalty: 5337.184570
	Iteration 16Q: 3 clusters Score -9030892 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17698 members 
Mstep: Class 2 contains 29422 members 
Entering Unmasked Estep 
Score: -9031151.000000 Penalty: 5337.184570
	Iteration 17Q: 3 clusters Score -9031151 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17945 members 
Mstep: Class 2 contains 29175 members 
Entering Unmasked Estep 
Score: -9031340.000000 Penalty: 5337.184570
	Iteration 18Q: 3 clusters Score -9031340 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 28887 members 
Entering Unmasked Estep 
Score: -9031425.000000 Penalty: 5337.184570
	Iteration 19Q: 3 clusters Score -9031425 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18565 members 
Mstep: Class 2 contains 28555 members 
Entering Unmasked Estep 
Score: -9031456.000000 Penalty: 5337.184570
	Iteration 20F: 3 clusters Score -9031456 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18934 members 
Mstep: Class 2 contains 28186 members 
Entering Unmasked Estep 
Score: -9031574.000000 Penalty: 5337.184570
	Iteration 21Q: 3 clusters Score -9031574 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19313 members 
Mstep: Class 2 contains 27807 members 
Entering Unmasked Estep 
Score: -9031670.000000 Penalty: 5337.184570
	Iteration 22Q: 3 clusters Score -9031670 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19698 members 
Mstep: Class 2 contains 27422 members 
Entering Unmasked Estep 
Score: -9031814.000000 Penalty: 5337.184570
	Iteration 23Q: 3 clusters Score -9031814 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20160 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -9031943.000000 Penalty: 5337.184570
	Iteration 24Q: 3 clusters Score -9031943 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 26472 members 
Entering Unmasked Estep 
Score: -9032126.000000 Penalty: 5337.184570
	Iteration 25Q: 3 clusters Score -9032126 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21218 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -9032338.000000 Penalty: 5337.184570
	Iteration 26Q: 3 clusters Score -9032338 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -9032586.000000 Penalty: 5337.184570
	Iteration 27Q: 3 clusters Score -9032586 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 24608 members 
Entering Unmasked Estep 
Score: -9032841.000000 Penalty: 5337.184570
	Iteration 28Q: 3 clusters Score -9032841 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23232 members 
Mstep: Class 2 contains 23888 members 
Entering Unmasked Estep 
Score: -9033202.000000 Penalty: 5337.184570
	Iteration 29Q: 3 clusters Score -9033202 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24083 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -9033604.000000 Penalty: 5337.184570
	Iteration 30Q: 3 clusters Score -9033604 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25025 members 
Mstep: Class 2 contains 22095 members 
Entering Unmasked Estep 
Score: -9034156.000000 Penalty: 5337.184570
	Iteration 31Q: 3 clusters Score -9034156 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25981 members 
Mstep: Class 2 contains 21139 members 
Entering Unmasked Estep 
Score: -9034513.000000 Penalty: 5337.184570
	Iteration 32Q: 3 clusters Score -9034513 nChanged 1031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26858 members 
Mstep: Class 2 contains 20262 members 
Entering Unmasked Estep 
Score: -9034845.000000 Penalty: 5337.184570
	Iteration 33Q: 3 clusters Score -9034845 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27805 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -9035038.000000 Penalty: 5337.184570
	Iteration 34Q: 3 clusters Score -9035038 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 18399 members 
Entering Unmasked Estep 
Score: -9035167.000000 Penalty: 5337.184570
	Iteration 35Q: 3 clusters Score -9035167 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29527 members 
Mstep: Class 2 contains 17593 members 
Entering Unmasked Estep 
Score: -9035236.000000 Penalty: 5337.184570
	Iteration 36Q: 3 clusters Score -9035236 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30227 members 
Mstep: Class 2 contains 16893 members 
Entering Unmasked Estep 
Score: -9035310.000000 Penalty: 5337.184570
	Iteration 37Q: 3 clusters Score -9035310 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30769 members 
Mstep: Class 2 contains 16351 members 
Entering Unmasked Estep 
Score: -9035370.000000 Penalty: 5337.184570
	Iteration 38Q: 3 clusters Score -9035370 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31227 members 
Mstep: Class 2 contains 15893 members 
Entering Unmasked Estep 
Score: -9035386.000000 Penalty: 5337.184570
	Iteration 39Q: 3 clusters Score -9035386 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31574 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -9035818.000000 Penalty: 5337.184570
	Iteration 40F: 3 clusters Score -9035818 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32230 members 
Mstep: Class 2 contains 14890 members 
Entering Unmasked Estep 
Score: -9036105.000000 Penalty: 5337.184570
	Iteration 41Q: 3 clusters Score -9036105 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32788 members 
Mstep: Class 2 contains 14332 members 
Entering Unmasked Estep 
Score: -9036257.000000 Penalty: 5337.184570
	Iteration 42Q: 3 clusters Score -9036257 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33209 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -9036251.000000 Penalty: 5337.184570
	Iteration 43Q: 3 clusters Score -9036251 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33588 members 
Mstep: Class 2 contains 13532 members 
Entering Unmasked Estep 
Score: -9036283.000000 Penalty: 5337.184570
	Iteration 44Q: 3 clusters Score -9036283 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33892 members 
Mstep: Class 2 contains 13228 members 
Entering Unmasked Estep 
Score: -9036301.000000 Penalty: 5337.184570
	Iteration 45Q: 3 clusters Score -9036301 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34161 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -9036322.000000 Penalty: 5337.184570
	Iteration 46Q: 3 clusters Score -9036322 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34377 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -9036328.000000 Penalty: 5337.184570
	Iteration 47Q: 3 clusters Score -9036328 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34532 members 
Mstep: Class 2 contains 12588 members 
Entering Unmasked Estep 
Score: -9036333.000000 Penalty: 5337.184570
	Iteration 48Q: 3 clusters Score -9036333 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34657 members 
Mstep: Class 2 contains 12463 members 
Entering Unmasked Estep 
Score: -9036328.000000 Penalty: 5337.184570
	Iteration 49Q: 3 clusters Score -9036328 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34752 members 
Mstep: Class 2 contains 12368 members 
Entering Unmasked Estep 
Score: -9036298.000000 Penalty: 5337.184570
	Iteration 50Q: 3 clusters Score -9036298 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34831 members 
Mstep: Class 2 contains 12289 members 
Entering Unmasked Estep 
Score: -9036304.000000 Penalty: 5337.184570
	Iteration 51Q: 3 clusters Score -9036304 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34919 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -9036266.000000 Penalty: 5337.184570
	Iteration 52Q: 3 clusters Score -9036266 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34991 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -9036254.000000 Penalty: 5337.184570
	Iteration 53Q: 3 clusters Score -9036254 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35050 members 
Mstep: Class 2 contains 12070 members 
Entering Unmasked Estep 
Score: -9036247.000000 Penalty: 5337.184570
	Iteration 54Q: 3 clusters Score -9036247 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35127 members 
Mstep: Class 2 contains 11993 members 
Entering Unmasked Estep 
Score: -9036225.000000 Penalty: 5337.184570
	Iteration 55Q: 3 clusters Score -9036225 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35179 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -9036218.000000 Penalty: 5337.184570
	Iteration 56Q: 3 clusters Score -9036218 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 11911 members 
Entering Unmasked Estep 
Score: -9036195.000000 Penalty: 5337.184570
	Iteration 57Q: 3 clusters Score -9036195 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35221 members 
Mstep: Class 2 contains 11899 members 
Entering Unmasked Estep 
Score: -9036190.000000 Penalty: 5337.184570
	Iteration 58Q: 3 clusters Score -9036190 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35236 members 
Mstep: Class 2 contains 11884 members 
Entering Unmasked Estep 
Score: -9036180.000000 Penalty: 5337.184570
	Iteration 59Q: 3 clusters Score -9036180 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -9036181.000000 Penalty: 5337.184570
	Iteration 60F: 3 clusters Score -9036181 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -9036188.000000 Penalty: 5337.184570
	Iteration 61Q: 3 clusters Score -9036188 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35242 members 
Mstep: Class 2 contains 11878 members 
Entering Unmasked Estep 
Score: -9036205.000000 Penalty: 5337.184570
	Iteration 62Q: 3 clusters Score -9036205 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35238 members 
Mstep: Class 2 contains 11882 members 
Entering Unmasked Estep 
Score: -9036202.000000 Penalty: 5337.184570
	Iteration 63Q: 3 clusters Score -9036202 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -9036193.000000 Penalty: 5337.184570
	Iteration 64Q: 3 clusters Score -9036193 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35243 members 
Mstep: Class 2 contains 11877 members 
Entering Unmasked Estep 
Score: -9036196.000000 Penalty: 5337.184570
	Iteration 65Q: 3 clusters Score -9036196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35248 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -9036189.000000 Penalty: 5337.184570
	Iteration 66Q: 3 clusters Score -9036189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35251 members 
Mstep: Class 2 contains 11869 members 
Entering Unmasked Estep 
Score: -9036186.000000 Penalty: 5337.184570
	Iteration 67Q: 3 clusters Score -9036186 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -9036180.000000 Penalty: 5337.184570
	Iteration 68Q: 3 clusters Score -9036180 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35253 members 
Mstep: Class 2 contains 11867 members 
Entering Unmasked Estep 
Score: -9036176.000000 Penalty: 5337.184570
	Iteration 69Q: 3 clusters Score -9036176 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35255 members 
Mstep: Class 2 contains 11865 members 
Entering Unmasked Estep 
Score: -9036182.000000 Penalty: 5337.184570
	Iteration 70Q: 3 clusters Score -9036182 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -9036180.000000 Penalty: 5337.184570
	Iteration 71Q: 3 clusters Score -9036180 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35254 members 
Mstep: Class 2 contains 11866 members 
Entering Unmasked Estep 
Score: -9036180.000000 Penalty: 5337.184570
	Iteration 72Q: 3 clusters Score -9036180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -9036176.000000 Penalty: 5337.184570
	Iteration 73Q: 3 clusters Score -9036176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35256 members 
Mstep: Class 2 contains 11864 members 
Entering Unmasked Estep 
Score: -9036176.000000 Penalty: 5337.184570
	Iteration 74F: 3 clusters Score -9036176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 36015 members 
Mstep: Class 3 contains 32537 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 29302 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 48540 members 
Mstep: Class 8 contains 58649 members 
Mstep: Class 9 contains 55796 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 31916 members 
Mstep: Class 12 contains 60609 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44654 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 4420 members 
Mstep: Class 20 contains 175 members 
Mstep: Class 21 contains 47405 members 
Mstep: Class 22 contains 30391 members 
Mstep: Class 23 contains 42489 members 
Mstep: Class 24 contains 33462 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 41195 members 
Mstep: Class 27 contains 53295 members 
Mstep: Class 28 contains 69004 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 26846 members 
Mstep: Class 31 contains 71150 members 
Mstep: Class 32 contains 34522 members 
Mstep: Class 33 contains 35256 members 
Mstep: Class 34 contains 1802 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 4948 members 
Mstep: Class 38 contains 980 members 
Mstep: Class 39 contains 22886 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 14342 members 
Mstep: Class 42 contains 104 members 
Mstep: Class 43 contains 11864 members 
Entering Unmasked Estep 
Score: -207899600.000000 Penalty: 148501.234375
Splitting cluster 33 changes total score from -207878448.000000 to -207899600.000000
So it's getting split into cluster 43.
Entering ConstructFrom: 
Trying to split cluster 34 (1802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Entering Unmasked Estep 
Score: -278816.843750 Penalty: 1859.169800
	Iteration 0F: 2 clusters Score -278816.8 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 932 members 
Entering Unmasked Estep 
Score: -276749.093750 Penalty: 3718.339600
	Iteration 0F: 3 clusters Score -276749.1 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -278138.125000 Penalty: 3718.339600
	Iteration 1F: 3 clusters Score -278138.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -279233.343750 Penalty: 3718.339600
	Iteration 2F: 3 clusters Score -279233.3 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -280114.031250 Penalty: 3718.339600
	Iteration 3F: 3 clusters Score -280114 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -280634.531250 Penalty: 3718.339600
	Iteration 4F: 3 clusters Score -280634.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -280875.187500 Penalty: 3718.339600
	Iteration 5Q: 3 clusters Score -280875.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -280956.187500 Penalty: 3718.339600
	Iteration 6Q: 3 clusters Score -280956.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -281029.062500 Penalty: 3718.339600
	Iteration 7Q: 3 clusters Score -281029.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -281121.468750 Penalty: 3718.339600
	Iteration 8Q: 3 clusters Score -281121.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -281172.531250 Penalty: 3718.339600
	Iteration 9Q: 3 clusters Score -281172.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 774 members 
Entering Unmasked Estep 
Score: -281174.375000 Penalty: 3718.339600
	Iteration 10Q: 3 clusters Score -281174.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -281175.218750 Penalty: 3718.339600
	Iteration 11Q: 3 clusters Score -281175.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -281176.062500 Penalty: 3718.339600
	Iteration 12Q: 3 clusters Score -281176.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -281177.250000 Penalty: 3718.339600
	Iteration 13Q: 3 clusters Score -281177.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -281179.312500 Penalty: 3718.339600
	Iteration 14Q: 3 clusters Score -281179.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -281185.281250 Penalty: 3718.339600
	Iteration 15Q: 3 clusters Score -281185.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -281199.312500 Penalty: 3718.339600
	Iteration 16Q: 3 clusters Score -281199.3 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -281236.625000 Penalty: 3718.339600
	Iteration 17Q: 3 clusters Score -281236.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -281374.781250 Penalty: 3718.339600
	Iteration 18Q: 3 clusters Score -281374.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -281478.187500 Penalty: 3718.339600
	Iteration 19Q: 3 clusters Score -281478.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -281611.531250 Penalty: 3718.339600
	Iteration 20F: 3 clusters Score -281611.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 905 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -281888.937500 Penalty: 3718.339600
	Iteration 21Q: 3 clusters Score -281888.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -282005.437500 Penalty: 3718.339600
	Iteration 22Q: 3 clusters Score -282005.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -282016.343750 Penalty: 3718.339600
	Iteration 23Q: 3 clusters Score -282016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -282016.343750 Penalty: 3718.339600
	Iteration 24F: 3 clusters Score -282016.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 36015 members 
Mstep: Class 3 contains 32537 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 29302 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 48540 members 
Mstep: Class 8 contains 58649 members 
Mstep: Class 9 contains 55796 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 31916 members 
Mstep: Class 12 contains 60609 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44654 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 4420 members 
Mstep: Class 20 contains 175 members 
Mstep: Class 21 contains 47405 members 
Mstep: Class 22 contains 30391 members 
Mstep: Class 23 contains 42489 members 
Mstep: Class 24 contains 33462 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 41195 members 
Mstep: Class 27 contains 53295 members 
Mstep: Class 28 contains 69004 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 26846 members 
Mstep: Class 31 contains 71150 members 
Mstep: Class 32 contains 34522 members 
Mstep: Class 33 contains 35256 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 554 members 
Mstep: Class 37 contains 4948 members 
Mstep: Class 38 contains 980 members 
Mstep: Class 39 contains 22886 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 14342 members 
Mstep: Class 42 contains 104 members 
Mstep: Class 43 contains 11864 members 
Mstep: Class 44 contains 908 members 
Entering Unmasked Estep 
Score: -207902112.000000 Penalty: 151954.750000
Splitting cluster 34 changes total score from -207878448.000000 to -207902112.000000
So it's getting split into cluster 44.
Entering ConstructFrom: 
Trying to split cluster 35 (1783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Entering Unmasked Estep 
Score: -316123.906250 Penalty: 1856.541016
	Iteration 0F: 2 clusters Score -316123.9 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 870 members 
Entering Unmasked Estep 
Score: -313724.468750 Penalty: 3713.082031
	Iteration 0F: 3 clusters Score -313724.5 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -314426.562500 Penalty: 3713.082031
	Iteration 1F: 3 clusters Score -314426.6 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 1004 members 
Entering Unmasked Estep 
Score: -314932.093750 Penalty: 3713.082031
	Iteration 2F: 3 clusters Score -314932.1 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -315351.406250 Penalty: 3713.082031
	Iteration 3F: 3 clusters Score -315351.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -315566.906250 Penalty: 3713.082031
	Iteration 4F: 3 clusters Score -315566.9 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -315649.031250 Penalty: 3713.082031
	Iteration 5Q: 3 clusters Score -315649 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -315690.375000 Penalty: 3713.082031
	Iteration 6Q: 3 clusters Score -315690.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -315704.687500 Penalty: 3713.082031
	Iteration 7Q: 3 clusters Score -315704.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -315716.187500 Penalty: 3713.082031
	Iteration 8Q: 3 clusters Score -315716.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -315722.937500 Penalty: 3713.082031
	Iteration 9Q: 3 clusters Score -315722.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -315728.812500 Penalty: 3713.082031
	Iteration 10Q: 3 clusters Score -315728.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -315728.812500 Penalty: 3713.082031
	Iteration 11F: 3 clusters Score -315728.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (554 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Entering Unmasked Estep 
Score: -82552.734375 Penalty: 1566.656860
	Iteration 0F: 2 clusters Score -82552.73 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -81183.968750 Penalty: 3133.313721
	Iteration 0F: 3 clusters Score -81183.97 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -81632.179688 Penalty: 3133.313721
	Iteration 1F: 3 clusters Score -81632.18 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -81984.156250 Penalty: 3133.313721
	Iteration 2F: 3 clusters Score -81984.16 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -82088.632812 Penalty: 3133.313721
	Iteration 3F: 3 clusters Score -82088.63 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -82186.171875 Penalty: 3133.313721
	Iteration 4Q: 3 clusters Score -82186.17 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -82223.359375 Penalty: 3133.313721
	Iteration 5Q: 3 clusters Score -82223.36 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 213 members 
Entering Unmasked Estep 
Score: -82256.039062 Penalty: 3133.313721
	Iteration 6Q: 3 clusters Score -82256.04 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -82287.656250 Penalty: 3133.313721
	Iteration 7Q: 3 clusters Score -82287.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -82324.015625 Penalty: 3133.313721
	Iteration 8Q: 3 clusters Score -82324.02 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82357.367188 Penalty: 3133.313721
	Iteration 9Q: 3 clusters Score -82357.37 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -82364.796875 Penalty: 3133.313721
	Iteration 10Q: 3 clusters Score -82364.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82367.656250 Penalty: 3133.313721
	Iteration 11Q: 3 clusters Score -82367.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -82367.656250 Penalty: 3133.313721
	Iteration 12F: 3 clusters Score -82367.66 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 122 members 
Mstep: Class 1 contains 34640 members 
Mstep: Class 2 contains 36015 members 
Mstep: Class 3 contains 32537 members 
Mstep: Class 4 contains 43451 members 
Mstep: Class 5 contains 29302 members 
Mstep: Class 6 contains 1306 members 
Mstep: Class 7 contains 48540 members 
Mstep: Class 8 contains 58649 members 
Mstep: Class 9 contains 55796 members 
Mstep: Class 10 contains 18950 members 
Mstep: Class 11 contains 31916 members 
Mstep: Class 12 contains 60609 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 19271 members 
Mstep: Class 15 contains 29787 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44654 members 
Mstep: Class 18 contains 7654 members 
Mstep: Class 19 contains 4420 members 
Mstep: Class 20 contains 175 members 
Mstep: Class 21 contains 47405 members 
Mstep: Class 22 contains 30391 members 
Mstep: Class 23 contains 42489 members 
Mstep: Class 24 contains 33462 members 
Mstep: Class 25 contains 6951 members 
Mstep: Class 26 contains 41195 members 
Mstep: Class 27 contains 53295 members 
Mstep: Class 28 contains 69004 members 
Mstep: Class 29 contains 4947 members 
Mstep: Class 30 contains 26846 members 
Mstep: Class 31 contains 71150 members 
Mstep: Class 32 contains 34522 members 
Mstep: Class 33 contains 35256 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1783 members 
Mstep: Class 36 contains 554 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207909024.000000 Penalty: 151954.750000
Iteration 79Q: 45 clusters Score -2.07909e+08 nChanged 21549
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 34310 members 
Mstep: Class 2 contains 35782 members 
Mstep: Class 3 contains 33057 members 
Mstep: Class 4 contains 43427 members 
Mstep: Class 5 contains 29103 members 
Mstep: Class 6 contains 1377 members 
Mstep: Class 7 contains 48368 members 
Mstep: Class 8 contains 58663 members 
Mstep: Class 9 contains 57301 members 
Mstep: Class 10 contains 18865 members 
Mstep: Class 11 contains 32127 members 
Mstep: Class 12 contains 60699 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 20379 members 
Mstep: Class 15 contains 30011 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44636 members 
Mstep: Class 18 contains 7725 members 
Mstep: Class 19 contains 4675 members 
Mstep: Class 20 contains 178 members 
Mstep: Class 21 contains 47538 members 
Mstep: Class 22 contains 30484 members 
Mstep: Class 23 contains 42741 members 
Mstep: Class 24 contains 33333 members 
Mstep: Class 25 contains 6952 members 
Mstep: Class 26 contains 40404 members 
Mstep: Class 27 contains 53452 members 
Mstep: Class 28 contains 68198 members 
Mstep: Class 29 contains 4954 members 
Mstep: Class 30 contains 26218 members 
Mstep: Class 31 contains 70720 members 
Mstep: Class 32 contains 34885 members 
Mstep: Class 33 contains 36327 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1784 members 
Mstep: Class 36 contains 497 members 
Mstep: Class 37 contains 4837 members 
Mstep: Class 38 contains 1021 members 
Mstep: Class 39 contains 21862 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 13606 members 
Mstep: Class 42 contains 103 members 
Mstep: Class 43 contains 11449 members 
Mstep: Class 44 contains 908 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207916688.000000 Penalty: 151954.750000
Iteration 80F: 45 clusters Score -2.079167e+08 nChanged 21936
Entering Unmasked Mstep 
Mstep: Class 0 contains 120 members 
Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 35574 members 
Mstep: Class 3 contains 32832 members 
Mstep: Class 4 contains 43666 members 
Mstep: Class 5 contains 28539 members 
Mstep: Class 6 contains 1427 members 
Mstep: Class 7 contains 47867 members 
Mstep: Class 8 contains 58714 members 
Mstep: Class 9 contains 58902 members 
Mstep: Class 10 contains 18792 members 
Mstep: Class 11 contains 31876 members 
Mstep: Class 12 contains 60509 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 21055 members 
Mstep: Class 15 contains 29797 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44540 members 
Mstep: Class 18 contains 7727 members 
Mstep: Class 19 contains 4770 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 47333 members 
Mstep: Class 22 contains 30458 members 
Mstep: Class 23 contains 42704 members 
Mstep: Class 24 contains 32694 members 
Mstep: Class 25 contains 6967 members 
Mstep: Class 26 contains 39411 members 
Mstep: Class 27 contains 53657 members 
Mstep: Class 28 contains 66036 members 
Mstep: Class 29 contains 4995 members 
Mstep: Class 30 contains 25409 members 
Mstep: Class 31 contains 70111 members 
Mstep: Class 32 contains 33987 members 
Mstep: Class 33 contains 37113 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1782 members 
Mstep: Class 36 contains 449 members 
Mstep: Class 37 contains 5749 members 
Mstep: Class 38 contains 1060 members 
Mstep: Class 39 contains 24909 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 14291 members 
Mstep: Class 42 contains 102 members 
Mstep: Class 43 contains 12116 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207922736.000000 Penalty: 151954.750000
Iteration 81Q: 45 clusters Score -2.079227e+08 nChanged 19066
Entering Unmasked Mstep 
Mstep: Class 0 contains 118 members 
Mstep: Class 1 contains 33636 members 
Mstep: Class 2 contains 35255 members 
Mstep: Class 3 contains 32723 members 
Mstep: Class 4 contains 44129 members 
Mstep: Class 5 contains 28049 members 
Mstep: Class 6 contains 1468 members 
Mstep: Class 7 contains 47542 members 
Mstep: Class 8 contains 58847 members 
Mstep: Class 9 contains 60793 members 
Mstep: Class 10 contains 18718 members 
Mstep: Class 11 contains 31633 members 
Mstep: Class 12 contains 60366 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 14 contains 21973 members 
Mstep: Class 15 contains 29603 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44500 members 
Mstep: Class 18 contains 7728 members 
Mstep: Class 19 contains 4818 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 47150 members 
Mstep: Class 22 contains 30396 members 
Mstep: Class 23 contains 42532 members 
Mstep: Class 24 contains 32236 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 38299 members 
Mstep: Class 27 contains 53745 members 
Mstep: Class 28 contains 64118 members 
Mstep: Class 29 contains 5031 members 
Mstep: Class 30 contains 24799 members 
Mstep: Class 31 contains 69197 members 
Mstep: Class 32 contains 33452 members 
Mstep: Class 33 contains 37912 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1780 members 
Mstep: Class 36 contains 425 members 
Mstep: Class 37 contains 6394 members 
Mstep: Class 38 contains 1064 members 
Mstep: Class 39 contains 26992 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 14839 members 
Mstep: Class 42 contains 103 members 
Mstep: Class 43 contains 12650 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207926400.000000 Penalty: 151954.750000
Iteration 82Q: 45 clusters Score -2.079264e+08 nChanged 18436
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 33292 members 
Mstep: Class 2 contains 34914 members 
Mstep: Class 3 contains 32503 members 
Mstep: Class 4 contains 44606 members 
Mstep: Class 5 contains 27815 members 
Mstep: Class 6 contains 1497 members 
Mstep: Class 7 contains 47321 members 
Mstep: Class 8 contains 59030 members 
Mstep: Class 9 contains 62873 members 
Mstep: Class 10 contains 18637 members 
Mstep: Class 11 contains 31309 members 
Mstep: Class 12 contains 60299 members 
Mstep: Class 13 contains 520 members 
Mstep: Class 14 contains 22765 members 
Mstep: Class 15 contains 29405 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44521 members 
Mstep: Class 18 contains 7731 members 
Mstep: Class 19 contains 4850 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 46955 members 
Mstep: Class 22 contains 30348 members 
Mstep: Class 23 contains 42294 members 
Mstep: Class 24 contains 31804 members 
Mstep: Class 25 contains 6962 members 
Mstep: Class 26 contains 37132 members 
Mstep: Class 27 contains 53862 members 
Mstep: Class 28 contains 62131 members 
Mstep: Class 29 contains 5071 members 
Mstep: Class 30 contains 24302 members 
Mstep: Class 31 contains 68228 members 
Mstep: Class 32 contains 33217 members 
Mstep: Class 33 contains 38702 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1779 members 
Mstep: Class 36 contains 413 members 
Mstep: Class 37 contains 7056 members 
Mstep: Class 38 contains 1067 members 
Mstep: Class 39 contains 28620 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 15300 members 
Mstep: Class 42 contains 101 members 
Mstep: Class 43 contains 13153 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207927232.000000 Penalty: 151954.750000
Iteration 83Q: 45 clusters Score -2.079272e+08 nChanged 18296
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 33019 members 
Mstep: Class 2 contains 34529 members 
Mstep: Class 3 contains 32314 members 
Mstep: Class 4 contains 45034 members 
Mstep: Class 5 contains 27814 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 47134 members 
Mstep: Class 8 contains 59115 members 
Mstep: Class 9 contains 64746 members 
Mstep: Class 10 contains 18586 members 
Mstep: Class 11 contains 30944 members 
Mstep: Class 12 contains 60278 members 
Mstep: Class 13 contains 521 members 
Mstep: Class 14 contains 23471 members 
Mstep: Class 15 contains 29189 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44540 members 
Mstep: Class 18 contains 7744 members 
Mstep: Class 19 contains 4874 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 46770 members 
Mstep: Class 22 contains 30341 members 
Mstep: Class 23 contains 41909 members 
Mstep: Class 24 contains 31515 members 
Mstep: Class 25 contains 6952 members 
Mstep: Class 26 contains 36064 members 
Mstep: Class 27 contains 53957 members 
Mstep: Class 28 contains 60213 members 
Mstep: Class 29 contains 5103 members 
Mstep: Class 30 contains 23983 members 
Mstep: Class 31 contains 67295 members 
Mstep: Class 32 contains 32935 members 
Mstep: Class 33 contains 39378 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1780 members 
Mstep: Class 36 contains 400 members 
Mstep: Class 37 contains 7780 members 
Mstep: Class 38 contains 1069 members 
Mstep: Class 39 contains 30035 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 15731 members 
Mstep: Class 42 contains 101 members 
Mstep: Class 43 contains 13696 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207928064.000000 Penalty: 151954.750000
Iteration 84Q: 45 clusters Score -2.079281e+08 nChanged 18142
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 32725 members 
Mstep: Class 2 contains 34114 members 
Mstep: Class 3 contains 32187 members 
Mstep: Class 4 contains 45414 members 
Mstep: Class 5 contains 27859 members 
Mstep: Class 6 contains 1543 members 
Mstep: Class 7 contains 47040 members 
Mstep: Class 8 contains 59243 members 
Mstep: Class 9 contains 66287 members 
Mstep: Class 10 contains 18522 members 
Mstep: Class 11 contains 30760 members 
Mstep: Class 12 contains 60300 members 
Mstep: Class 13 contains 518 members 
Mstep: Class 14 contains 24204 members 
Mstep: Class 15 contains 28991 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44592 members 
Mstep: Class 18 contains 7735 members 
Mstep: Class 19 contains 4894 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 46565 members 
Mstep: Class 22 contains 30301 members 
Mstep: Class 23 contains 41432 members 
Mstep: Class 24 contains 31318 members 
Mstep: Class 25 contains 6963 members 
Mstep: Class 26 contains 35079 members 
Mstep: Class 27 contains 53985 members 
Mstep: Class 28 contains 58470 members 
Mstep: Class 29 contains 5127 members 
Mstep: Class 30 contains 23750 members 
Mstep: Class 31 contains 66488 members 
Mstep: Class 32 contains 32542 members 
Mstep: Class 33 contains 40004 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1779 members 
Mstep: Class 36 contains 387 members 
Mstep: Class 37 contains 8590 members 
Mstep: Class 38 contains 1069 members 
Mstep: Class 39 contains 31180 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 16094 members 
Mstep: Class 42 contains 101 members 
Mstep: Class 43 contains 14233 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207929408.000000 Penalty: 151954.750000
Iteration 85Q: 45 clusters Score -2.079294e+08 nChanged 18119
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 32491 members 
Mstep: Class 2 contains 33718 members 
Mstep: Class 3 contains 32079 members 
Mstep: Class 4 contains 45647 members 
Mstep: Class 5 contains 27881 members 
Mstep: Class 6 contains 1548 members 
Mstep: Class 7 contains 46914 members 
Mstep: Class 8 contains 59391 members 
Mstep: Class 9 contains 67234 members 
Mstep: Class 10 contains 18474 members 
Mstep: Class 11 contains 30650 members 
Mstep: Class 12 contains 60316 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 25117 members 
Mstep: Class 15 contains 28771 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44711 members 
Mstep: Class 18 contains 7704 members 
Mstep: Class 19 contains 4893 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 46391 members 
Mstep: Class 22 contains 30281 members 
Mstep: Class 23 contains 40895 members 
Mstep: Class 24 contains 31070 members 
Mstep: Class 25 contains 6974 members 
Mstep: Class 26 contains 34208 members 
Mstep: Class 27 contains 54010 members 
Mstep: Class 28 contains 57165 members 
Mstep: Class 29 contains 5148 members 
Mstep: Class 30 contains 23549 members 
Mstep: Class 31 contains 65780 members 
Mstep: Class 32 contains 32085 members 
Mstep: Class 33 contains 40548 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1781 members 
Mstep: Class 36 contains 379 members 
Mstep: Class 37 contains 9502 members 
Mstep: Class 38 contains 1069 members 
Mstep: Class 39 contains 32111 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 16423 members 
Mstep: Class 42 contains 101 members 
Mstep: Class 43 contains 14861 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207929408.000000 Penalty: 151954.750000
Iteration 86Q: 45 clusters Score -2.079294e+08 nChanged 17750
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 32232 members 
Mstep: Class 2 contains 33334 members 
Mstep: Class 3 contains 32059 members 
Mstep: Class 4 contains 45938 members 
Mstep: Class 5 contains 27841 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 46720 members 
Mstep: Class 8 contains 59488 members 
Mstep: Class 9 contains 67569 members 
Mstep: Class 10 contains 18434 members 
Mstep: Class 11 contains 30589 members 
Mstep: Class 12 contains 60352 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 26228 members 
Mstep: Class 15 contains 28580 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44788 members 
Mstep: Class 18 contains 7652 members 
Mstep: Class 19 contains 4906 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 46202 members 
Mstep: Class 22 contains 30215 members 
Mstep: Class 23 contains 40315 members 
Mstep: Class 24 contains 30826 members 
Mstep: Class 25 contains 6978 members 
Mstep: Class 26 contains 33336 members 
Mstep: Class 27 contains 54132 members 
Mstep: Class 28 contains 56279 members 
Mstep: Class 29 contains 5161 members 
Mstep: Class 30 contains 23373 members 
Mstep: Class 31 contains 65268 members 
Mstep: Class 32 contains 31578 members 
Mstep: Class 33 contains 41080 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1781 members 
Mstep: Class 36 contains 372 members 
Mstep: Class 37 contains 10494 members 
Mstep: Class 38 contains 1070 members 
Mstep: Class 39 contains 32778 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 16701 members 
Mstep: Class 42 contains 101 members 
Mstep: Class 43 contains 15572 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207930496.000000 Penalty: 151954.750000
Iteration 87Q: 45 clusters Score -2.079305e+08 nChanged 17423
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 31980 members 
Mstep: Class 2 contains 32942 members 
Mstep: Class 3 contains 32117 members 
Mstep: Class 4 contains 46172 members 
Mstep: Class 5 contains 27813 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 46547 members 
Mstep: Class 8 contains 59581 members 
Mstep: Class 9 contains 67354 members 
Mstep: Class 10 contains 18401 members 
Mstep: Class 11 contains 30508 members 
Mstep: Class 12 contains 60448 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 27345 members 
Mstep: Class 15 contains 28405 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44901 members 
Mstep: Class 18 contains 7599 members 
Mstep: Class 19 contains 4903 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 45957 members 
Mstep: Class 22 contains 30115 members 
Mstep: Class 23 contains 39735 members 
Mstep: Class 24 contains 30608 members 
Mstep: Class 25 contains 6969 members 
Mstep: Class 26 contains 32561 members 
Mstep: Class 27 contains 54123 members 
Mstep: Class 28 contains 55950 members 
Mstep: Class 29 contains 5177 members 
Mstep: Class 30 contains 23181 members 
Mstep: Class 31 contains 64837 members 
Mstep: Class 32 contains 31020 members 
Mstep: Class 33 contains 41557 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 369 members 
Mstep: Class 37 contains 11509 members 
Mstep: Class 38 contains 1070 members 
Mstep: Class 39 contains 33383 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 16993 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 16314 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207929824.000000 Penalty: 151954.750000
Iteration 88Q: 45 clusters Score -2.079298e+08 nChanged 16704
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 31706 members 
Mstep: Class 2 contains 32543 members 
Mstep: Class 3 contains 32209 members 
Mstep: Class 4 contains 46361 members 
Mstep: Class 5 contains 27737 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 46386 members 
Mstep: Class 8 contains 59640 members 
Mstep: Class 9 contains 66686 members 
Mstep: Class 10 contains 18371 members 
Mstep: Class 11 contains 30453 members 
Mstep: Class 12 contains 60510 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 28379 members 
Mstep: Class 15 contains 28283 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44980 members 
Mstep: Class 18 contains 7562 members 
Mstep: Class 19 contains 4892 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 45672 members 
Mstep: Class 22 contains 30060 members 
Mstep: Class 23 contains 39291 members 
Mstep: Class 24 contains 30383 members 
Mstep: Class 25 contains 6970 members 
Mstep: Class 26 contains 31909 members 
Mstep: Class 27 contains 54067 members 
Mstep: Class 28 contains 56087 members 
Mstep: Class 29 contains 5192 members 
Mstep: Class 30 contains 23072 members 
Mstep: Class 31 contains 64533 members 
Mstep: Class 32 contains 30405 members 
Mstep: Class 33 contains 41808 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1781 members 
Mstep: Class 36 contains 367 members 
Mstep: Class 37 contains 12572 members 
Mstep: Class 38 contains 1070 members 
Mstep: Class 39 contains 34034 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 17233 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 17016 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207930624.000000 Penalty: 151954.750000
Iteration 89Q: 45 clusters Score -2.079306e+08 nChanged 15774
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 31475 members 
Mstep: Class 2 contains 32177 members 
Mstep: Class 3 contains 32353 members 
Mstep: Class 4 contains 46570 members 
Mstep: Class 5 contains 27736 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 46150 members 
Mstep: Class 8 contains 59624 members 
Mstep: Class 9 contains 65732 members 
Mstep: Class 10 contains 18340 members 
Mstep: Class 11 contains 30330 members 
Mstep: Class 12 contains 60563 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 29353 members 
Mstep: Class 15 contains 28132 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44996 members 
Mstep: Class 18 contains 7529 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 45349 members 
Mstep: Class 22 contains 30009 members 
Mstep: Class 23 contains 38840 members 
Mstep: Class 24 contains 30151 members 
Mstep: Class 25 contains 6972 members 
Mstep: Class 26 contains 31369 members 
Mstep: Class 27 contains 54032 members 
Mstep: Class 28 contains 56626 members 
Mstep: Class 29 contains 5204 members 
Mstep: Class 30 contains 22975 members 
Mstep: Class 31 contains 64230 members 
Mstep: Class 32 contains 29900 members 
Mstep: Class 33 contains 41905 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1778 members 
Mstep: Class 36 contains 367 members 
Mstep: Class 37 contains 13751 members 
Mstep: Class 38 contains 1070 members 
Mstep: Class 39 contains 34589 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 17449 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 17711 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207930192.000000 Penalty: 151954.750000
Iteration 90Q: 45 clusters Score -2.079302e+08 nChanged 15403
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 31236 members 
Mstep: Class 2 contains 31740 members 
Mstep: Class 3 contains 32586 members 
Mstep: Class 4 contains 46765 members 
Mstep: Class 5 contains 27705 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 45883 members 
Mstep: Class 8 contains 59508 members 
Mstep: Class 9 contains 64535 members 
Mstep: Class 10 contains 18292 members 
Mstep: Class 11 contains 30259 members 
Mstep: Class 12 contains 60631 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 30171 members 
Mstep: Class 15 contains 27987 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44979 members 
Mstep: Class 18 contains 7481 members 
Mstep: Class 19 contains 4878 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 45078 members 
Mstep: Class 22 contains 29972 members 
Mstep: Class 23 contains 38420 members 
Mstep: Class 24 contains 29915 members 
Mstep: Class 25 contains 6959 members 
Mstep: Class 26 contains 30944 members 
Mstep: Class 27 contains 53996 members 
Mstep: Class 28 contains 57517 members 
Mstep: Class 29 contains 5214 members 
Mstep: Class 30 contains 22956 members 
Mstep: Class 31 contains 63970 members 
Mstep: Class 32 contains 29525 members 
Mstep: Class 33 contains 41943 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 365 members 
Mstep: Class 37 contains 14925 members 
Mstep: Class 38 contains 1070 members 
Mstep: Class 39 contains 35020 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 17644 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 18374 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207932048.000000 Penalty: 151954.750000
Iteration 91Q: 45 clusters Score -2.07932e+08 nChanged 14999
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 31016 members 
Mstep: Class 2 contains 31264 members 
Mstep: Class 3 contains 32790 members 
Mstep: Class 4 contains 46875 members 
Mstep: Class 5 contains 27718 members 
Mstep: Class 6 contains 1556 members 
Mstep: Class 7 contains 45672 members 
Mstep: Class 8 contains 59464 members 
Mstep: Class 9 contains 63297 members 
Mstep: Class 10 contains 18236 members 
Mstep: Class 11 contains 30288 members 
Mstep: Class 12 contains 60653 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 30840 members 
Mstep: Class 15 contains 27862 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44921 members 
Mstep: Class 18 contains 7443 members 
Mstep: Class 19 contains 4871 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 44874 members 
Mstep: Class 22 contains 29920 members 
Mstep: Class 23 contains 38006 members 
Mstep: Class 24 contains 29720 members 
Mstep: Class 25 contains 6957 members 
Mstep: Class 26 contains 30532 members 
Mstep: Class 27 contains 53942 members 
Mstep: Class 28 contains 58603 members 
Mstep: Class 29 contains 5226 members 
Mstep: Class 30 contains 22920 members 
Mstep: Class 31 contains 63707 members 
Mstep: Class 32 contains 29174 members 
Mstep: Class 33 contains 41933 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 363 members 
Mstep: Class 37 contains 16120 members 
Mstep: Class 38 contains 1070 members 
Mstep: Class 39 contains 35381 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 17818 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 18966 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207933120.000000 Penalty: 151954.750000
Iteration 92Q: 45 clusters Score -2.079331e+08 nChanged 14412
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 30761 members 
Mstep: Class 3 contains 33006 members 
Mstep: Class 4 contains 47004 members 
Mstep: Class 5 contains 27669 members 
Mstep: Class 6 contains 1557 members 
Mstep: Class 7 contains 45455 members 
Mstep: Class 8 contains 59379 members 
Mstep: Class 9 contains 62125 members 
Mstep: Class 10 contains 18183 members 
Mstep: Class 11 contains 30345 members 
Mstep: Class 12 contains 60641 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 31316 members 
Mstep: Class 15 contains 27717 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44875 members 
Mstep: Class 18 contains 7404 members 
Mstep: Class 19 contains 4882 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 44719 members 
Mstep: Class 22 contains 29911 members 
Mstep: Class 23 contains 37593 members 
Mstep: Class 24 contains 29492 members 
Mstep: Class 25 contains 6948 members 
Mstep: Class 26 contains 30189 members 
Mstep: Class 27 contains 53944 members 
Mstep: Class 28 contains 59613 members 
Mstep: Class 29 contains 5233 members 
Mstep: Class 30 contains 22887 members 
Mstep: Class 31 contains 63449 members 
Mstep: Class 32 contains 28942 members 
Mstep: Class 33 contains 41962 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 360 members 
Mstep: Class 37 contains 17293 members 
Mstep: Class 38 contains 1070 members 
Mstep: Class 39 contains 35739 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 18015 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 19553 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207933952.000000 Penalty: 151954.750000
Iteration 93Q: 45 clusters Score -2.07934e+08 nChanged 14086
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 30233 members 
Mstep: Class 3 contains 33232 members 
Mstep: Class 4 contains 47155 members 
Mstep: Class 5 contains 27649 members 
Mstep: Class 6 contains 1555 members 
Mstep: Class 7 contains 45247 members 
Mstep: Class 8 contains 59335 members 
Mstep: Class 9 contains 60990 members 
Mstep: Class 10 contains 18151 members 
Mstep: Class 11 contains 30416 members 
Mstep: Class 12 contains 60593 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 31614 members 
Mstep: Class 15 contains 27480 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44800 members 
Mstep: Class 18 contains 7359 members 
Mstep: Class 19 contains 4893 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 44581 members 
Mstep: Class 22 contains 29895 members 
Mstep: Class 23 contains 37169 members 
Mstep: Class 24 contains 29331 members 
Mstep: Class 25 contains 6949 members 
Mstep: Class 26 contains 29899 members 
Mstep: Class 27 contains 53929 members 
Mstep: Class 28 contains 60696 members 
Mstep: Class 29 contains 5240 members 
Mstep: Class 30 contains 22823 members 
Mstep: Class 31 contains 63180 members 
Mstep: Class 32 contains 28770 members 
Mstep: Class 33 contains 41970 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1772 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 18443 members 
Mstep: Class 38 contains 1070 members 
Mstep: Class 39 contains 36055 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 18240 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 20169 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207935440.000000 Penalty: 151954.750000
Iteration 94Q: 45 clusters Score -2.079354e+08 nChanged 13530
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 30272 members 
Mstep: Class 2 contains 29751 members 
Mstep: Class 3 contains 33481 members 
Mstep: Class 4 contains 47351 members 
Mstep: Class 5 contains 27580 members 
Mstep: Class 6 contains 1551 members 
Mstep: Class 7 contains 44992 members 
Mstep: Class 8 contains 59220 members 
Mstep: Class 9 contains 60044 members 
Mstep: Class 10 contains 18106 members 
Mstep: Class 11 contains 30477 members 
Mstep: Class 12 contains 60570 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 31811 members 
Mstep: Class 15 contains 27188 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44665 members 
Mstep: Class 18 contains 7309 members 
Mstep: Class 19 contains 4884 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 44506 members 
Mstep: Class 22 contains 29879 members 
Mstep: Class 23 contains 36767 members 
Mstep: Class 24 contains 29209 members 
Mstep: Class 25 contains 6952 members 
Mstep: Class 26 contains 29662 members 
Mstep: Class 27 contains 53959 members 
Mstep: Class 28 contains 61683 members 
Mstep: Class 29 contains 5249 members 
Mstep: Class 30 contains 22807 members 
Mstep: Class 31 contains 62926 members 
Mstep: Class 32 contains 28708 members 
Mstep: Class 33 contains 41936 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1770 members 
Mstep: Class 36 contains 356 members 
Mstep: Class 37 contains 19535 members 
Mstep: Class 38 contains 1070 members 
Mstep: Class 39 contains 36281 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 18455 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 20810 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207935760.000000 Penalty: 151954.750000
Iteration 95Q: 45 clusters Score -2.079358e+08 nChanged 12936
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 30036 members 
Mstep: Class 2 contains 29255 members 
Mstep: Class 3 contains 33732 members 
Mstep: Class 4 contains 47746 members 
Mstep: Class 5 contains 27530 members 
Mstep: Class 6 contains 1549 members 
Mstep: Class 7 contains 44822 members 
Mstep: Class 8 contains 59088 members 
Mstep: Class 9 contains 59201 members 
Mstep: Class 10 contains 18049 members 
Mstep: Class 11 contains 30561 members 
Mstep: Class 12 contains 60512 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 31878 members 
Mstep: Class 15 contains 26881 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44511 members 
Mstep: Class 18 contains 7280 members 
Mstep: Class 19 contains 4876 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 44373 members 
Mstep: Class 22 contains 29858 members 
Mstep: Class 23 contains 36327 members 
Mstep: Class 24 contains 29067 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 29390 members 
Mstep: Class 27 contains 53983 members 
Mstep: Class 28 contains 62578 members 
Mstep: Class 29 contains 5251 members 
Mstep: Class 30 contains 22799 members 
Mstep: Class 31 contains 62771 members 
Mstep: Class 32 contains 28693 members 
Mstep: Class 33 contains 41885 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 354 members 
Mstep: Class 37 contains 20557 members 
Mstep: Class 38 contains 1071 members 
Mstep: Class 39 contains 36469 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 18673 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 21457 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207936304.000000 Penalty: 151954.750000
Iteration 96Q: 45 clusters Score -2.079363e+08 nChanged 11968
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 29778 members 
Mstep: Class 2 contains 28786 members 
Mstep: Class 3 contains 33982 members 
Mstep: Class 4 contains 48150 members 
Mstep: Class 5 contains 27524 members 
Mstep: Class 6 contains 1542 members 
Mstep: Class 7 contains 44635 members 
Mstep: Class 8 contains 58904 members 
Mstep: Class 9 contains 58493 members 
Mstep: Class 10 contains 17986 members 
Mstep: Class 11 contains 30647 members 
Mstep: Class 12 contains 60566 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 31902 members 
Mstep: Class 15 contains 26532 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44359 members 
Mstep: Class 18 contains 7267 members 
Mstep: Class 19 contains 4864 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 44221 members 
Mstep: Class 22 contains 29811 members 
Mstep: Class 23 contains 35913 members 
Mstep: Class 24 contains 28968 members 
Mstep: Class 25 contains 6942 members 
Mstep: Class 26 contains 29134 members 
Mstep: Class 27 contains 54092 members 
Mstep: Class 28 contains 63299 members 
Mstep: Class 29 contains 5254 members 
Mstep: Class 30 contains 22761 members 
Mstep: Class 31 contains 62596 members 
Mstep: Class 32 contains 28737 members 
Mstep: Class 33 contains 41849 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 354 members 
Mstep: Class 37 contains 21464 members 
Mstep: Class 38 contains 1072 members 
Mstep: Class 39 contains 36629 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 18912 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 22079 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207935856.000000 Penalty: 151954.750000
Iteration 97Q: 45 clusters Score -2.079359e+08 nChanged 11305
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 29550 members 
Mstep: Class 2 contains 28371 members 
Mstep: Class 3 contains 34156 members 
Mstep: Class 4 contains 48554 members 
Mstep: Class 5 contains 27518 members 
Mstep: Class 6 contains 1539 members 
Mstep: Class 7 contains 44514 members 
Mstep: Class 8 contains 58797 members 
Mstep: Class 9 contains 57912 members 
Mstep: Class 10 contains 17943 members 
Mstep: Class 11 contains 30752 members 
Mstep: Class 12 contains 60604 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 31905 members 
Mstep: Class 15 contains 26163 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44222 members 
Mstep: Class 18 contains 7238 members 
Mstep: Class 19 contains 4858 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 44067 members 
Mstep: Class 22 contains 29764 members 
Mstep: Class 23 contains 35522 members 
Mstep: Class 24 contains 28874 members 
Mstep: Class 25 contains 6943 members 
Mstep: Class 26 contains 28863 members 
Mstep: Class 27 contains 54195 members 
Mstep: Class 28 contains 63914 members 
Mstep: Class 29 contains 5263 members 
Mstep: Class 30 contains 22712 members 
Mstep: Class 31 contains 62366 members 
Mstep: Class 32 contains 28817 members 
Mstep: Class 33 contains 41854 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1770 members 
Mstep: Class 36 contains 355 members 
Mstep: Class 37 contains 22274 members 
Mstep: Class 38 contains 1073 members 
Mstep: Class 39 contains 36759 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 19140 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 22651 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207935408.000000 Penalty: 151954.750000
Iteration 98Q: 45 clusters Score -2.079354e+08 nChanged 10830
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 29326 members 
Mstep: Class 2 contains 28010 members 
Mstep: Class 3 contains 34350 members 
Mstep: Class 4 contains 48928 members 
Mstep: Class 5 contains 27536 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 44307 members 
Mstep: Class 8 contains 58647 members 
Mstep: Class 9 contains 57472 members 
Mstep: Class 10 contains 17901 members 
Mstep: Class 11 contains 30870 members 
Mstep: Class 12 contains 60657 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 31845 members 
Mstep: Class 15 contains 25720 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 44079 members 
Mstep: Class 18 contains 7209 members 
Mstep: Class 19 contains 4865 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 43940 members 
Mstep: Class 22 contains 29698 members 
Mstep: Class 23 contains 35209 members 
Mstep: Class 24 contains 28859 members 
Mstep: Class 25 contains 6938 members 
Mstep: Class 26 contains 28657 members 
Mstep: Class 27 contains 54334 members 
Mstep: Class 28 contains 64351 members 
Mstep: Class 29 contains 5272 members 
Mstep: Class 30 contains 22679 members 
Mstep: Class 31 contains 62163 members 
Mstep: Class 32 contains 28858 members 
Mstep: Class 33 contains 41871 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1770 members 
Mstep: Class 36 contains 354 members 
Mstep: Class 37 contains 22986 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 36892 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 19342 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 23267 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207934112.000000 Penalty: 151954.750000
Iteration 99Q: 45 clusters Score -2.079341e+08 nChanged 10265
Entering Unmasked Mstep 
Mstep: Class 0 contains 117 members 
Mstep: Class 1 contains 29124 members 
Mstep: Class 2 contains 27698 members 
Mstep: Class 3 contains 34554 members 
Mstep: Class 4 contains 49287 members 
Mstep: Class 5 contains 27534 members 
Mstep: Class 6 contains 1537 members 
Mstep: Class 7 contains 44158 members 
Mstep: Class 8 contains 58476 members 
Mstep: Class 9 contains 57088 members 
Mstep: Class 10 contains 17861 members 
Mstep: Class 11 contains 31038 members 
Mstep: Class 12 contains 60719 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 31770 members 
Mstep: Class 15 contains 25223 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 43939 members 
Mstep: Class 18 contains 7183 members 
Mstep: Class 19 contains 4871 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 43865 members 
Mstep: Class 22 contains 29610 members 
Mstep: Class 23 contains 34917 members 
Mstep: Class 24 contains 28845 members 
Mstep: Class 25 contains 6929 members 
Mstep: Class 26 contains 28513 members 
Mstep: Class 27 contains 54481 members 
Mstep: Class 28 contains 64669 members 
Mstep: Class 29 contains 5274 members 
Mstep: Class 30 contains 22668 members 
Mstep: Class 31 contains 62014 members 
Mstep: Class 32 contains 28941 members 
Mstep: Class 33 contains 41840 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1771 members 
Mstep: Class 36 contains 354 members 
Mstep: Class 37 contains 23561 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 36986 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 19520 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 23881 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207934368.000000 Penalty: 151954.750000
Iteration 100F: 45 clusters Score -2.079344e+08 nChanged 11782
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28943 members 
Mstep: Class 2 contains 27410 members 
Mstep: Class 3 contains 34701 members 
Mstep: Class 4 contains 48928 members 
Mstep: Class 5 contains 27515 members 
Mstep: Class 6 contains 1546 members 
Mstep: Class 7 contains 43485 members 
Mstep: Class 8 contains 58357 members 
Mstep: Class 9 contains 56673 members 
Mstep: Class 10 contains 17810 members 
Mstep: Class 11 contains 31153 members 
Mstep: Class 12 contains 60755 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 31696 members 
Mstep: Class 15 contains 24666 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 43804 members 
Mstep: Class 18 contains 7150 members 
Mstep: Class 19 contains 4868 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 43537 members 
Mstep: Class 22 contains 29465 members 
Mstep: Class 23 contains 34652 members 
Mstep: Class 24 contains 28845 members 
Mstep: Class 25 contains 6922 members 
Mstep: Class 26 contains 28377 members 
Mstep: Class 27 contains 54635 members 
Mstep: Class 28 contains 64933 members 
Mstep: Class 29 contains 5275 members 
Mstep: Class 30 contains 22679 members 
Mstep: Class 31 contains 61922 members 
Mstep: Class 32 contains 28927 members 
Mstep: Class 33 contains 41797 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1771 members 
Mstep: Class 36 contains 348 members 
Mstep: Class 37 contains 25657 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 37258 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 19680 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 24558 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207935168.000000 Penalty: 151954.750000
Iteration 101Q: 45 clusters Score -2.079352e+08 nChanged 12233
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 27108 members 
Mstep: Class 3 contains 34842 members 
Mstep: Class 4 contains 48797 members 
Mstep: Class 5 contains 27518 members 
Mstep: Class 6 contains 1550 members 
Mstep: Class 7 contains 42640 members 
Mstep: Class 8 contains 58244 members 
Mstep: Class 9 contains 56366 members 
Mstep: Class 10 contains 17757 members 
Mstep: Class 11 contains 31244 members 
Mstep: Class 12 contains 60733 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 31639 members 
Mstep: Class 15 contains 24097 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 43714 members 
Mstep: Class 18 contains 7119 members 
Mstep: Class 19 contains 4873 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 43235 members 
Mstep: Class 22 contains 29368 members 
Mstep: Class 23 contains 34457 members 
Mstep: Class 24 contains 28847 members 
Mstep: Class 25 contains 6919 members 
Mstep: Class 26 contains 28121 members 
Mstep: Class 27 contains 54724 members 
Mstep: Class 28 contains 65135 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 22685 members 
Mstep: Class 31 contains 61845 members 
Mstep: Class 32 contains 28939 members 
Mstep: Class 33 contains 41708 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 345 members 
Mstep: Class 37 contains 27920 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 37400 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 19816 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 25187 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207936320.000000 Penalty: 151954.750000
Iteration 102Q: 45 clusters Score -2.079363e+08 nChanged 12013
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28575 members 
Mstep: Class 2 contains 26798 members 
Mstep: Class 3 contains 34978 members 
Mstep: Class 4 contains 48756 members 
Mstep: Class 5 contains 27503 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 41687 members 
Mstep: Class 8 contains 58115 members 
Mstep: Class 9 contains 56165 members 
Mstep: Class 10 contains 17717 members 
Mstep: Class 11 contains 31304 members 
Mstep: Class 12 contains 60732 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 31577 members 
Mstep: Class 15 contains 23515 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 43616 members 
Mstep: Class 18 contains 7092 members 
Mstep: Class 19 contains 4874 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 42909 members 
Mstep: Class 22 contains 29268 members 
Mstep: Class 23 contains 34329 members 
Mstep: Class 24 contains 28828 members 
Mstep: Class 25 contains 6924 members 
Mstep: Class 26 contains 27754 members 
Mstep: Class 27 contains 54817 members 
Mstep: Class 28 contains 65275 members 
Mstep: Class 29 contains 5278 members 
Mstep: Class 30 contains 22671 members 
Mstep: Class 31 contains 61779 members 
Mstep: Class 32 contains 28981 members 
Mstep: Class 33 contains 41576 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 339 members 
Mstep: Class 37 contains 30378 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 37537 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 19929 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 25798 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207936672.000000 Penalty: 151954.750000
Iteration 103Q: 45 clusters Score -2.079367e+08 nChanged 12078
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 26474 members 
Mstep: Class 3 contains 35071 members 
Mstep: Class 4 contains 48829 members 
Mstep: Class 5 contains 27447 members 
Mstep: Class 6 contains 1553 members 
Mstep: Class 7 contains 40716 members 
Mstep: Class 8 contains 58010 members 
Mstep: Class 9 contains 55983 members 
Mstep: Class 10 contains 17691 members 
Mstep: Class 11 contains 31391 members 
Mstep: Class 12 contains 60714 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 31483 members 
Mstep: Class 15 contains 22960 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 43516 members 
Mstep: Class 18 contains 7078 members 
Mstep: Class 19 contains 4886 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 42565 members 
Mstep: Class 22 contains 29206 members 
Mstep: Class 23 contains 34226 members 
Mstep: Class 24 contains 28831 members 
Mstep: Class 25 contains 6929 members 
Mstep: Class 26 contains 27245 members 
Mstep: Class 27 contains 54966 members 
Mstep: Class 28 contains 65317 members 
Mstep: Class 29 contains 5273 members 
Mstep: Class 30 contains 22675 members 
Mstep: Class 31 contains 61719 members 
Mstep: Class 32 contains 28993 members 
Mstep: Class 33 contains 41378 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 336 members 
Mstep: Class 37 contains 32966 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 37680 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20016 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 26397 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937728.000000 Penalty: 151954.750000
Iteration 104Q: 45 clusters Score -2.079377e+08 nChanged 12202
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28199 members 
Mstep: Class 2 contains 26119 members 
Mstep: Class 3 contains 35195 members 
Mstep: Class 4 contains 48997 members 
Mstep: Class 5 contains 27372 members 
Mstep: Class 6 contains 1547 members 
Mstep: Class 7 contains 39631 members 
Mstep: Class 8 contains 57889 members 
Mstep: Class 9 contains 55848 members 
Mstep: Class 10 contains 17672 members 
Mstep: Class 11 contains 31451 members 
Mstep: Class 12 contains 60712 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 31370 members 
Mstep: Class 15 contains 22384 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 43414 members 
Mstep: Class 18 contains 7050 members 
Mstep: Class 19 contains 4890 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 42134 members 
Mstep: Class 22 contains 29126 members 
Mstep: Class 23 contains 34186 members 
Mstep: Class 24 contains 28839 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 26714 members 
Mstep: Class 27 contains 55086 members 
Mstep: Class 28 contains 65306 members 
Mstep: Class 29 contains 5269 members 
Mstep: Class 30 contains 22669 members 
Mstep: Class 31 contains 61663 members 
Mstep: Class 32 contains 29077 members 
Mstep: Class 33 contains 41280 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 334 members 
Mstep: Class 37 contains 35678 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 37816 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20096 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 26971 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207938112.000000 Penalty: 151954.750000
Iteration 105Q: 45 clusters Score -2.079381e+08 nChanged 12367
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 28012 members 
Mstep: Class 2 contains 25732 members 
Mstep: Class 3 contains 35299 members 
Mstep: Class 4 contains 49197 members 
Mstep: Class 5 contains 27315 members 
Mstep: Class 6 contains 1536 members 
Mstep: Class 7 contains 38719 members 
Mstep: Class 8 contains 57746 members 
Mstep: Class 9 contains 55751 members 
Mstep: Class 10 contains 17665 members 
Mstep: Class 11 contains 31478 members 
Mstep: Class 12 contains 60658 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 31254 members 
Mstep: Class 15 contains 21818 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 43335 members 
Mstep: Class 18 contains 7020 members 
Mstep: Class 19 contains 4910 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 41723 members 
Mstep: Class 22 contains 29041 members 
Mstep: Class 23 contains 34136 members 
Mstep: Class 24 contains 28844 members 
Mstep: Class 25 contains 6952 members 
Mstep: Class 26 contains 26149 members 
Mstep: Class 27 contains 55220 members 
Mstep: Class 28 contains 65213 members 
Mstep: Class 29 contains 5266 members 
Mstep: Class 30 contains 22644 members 
Mstep: Class 31 contains 61580 members 
Mstep: Class 32 contains 29196 members 
Mstep: Class 33 contains 41205 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 330 members 
Mstep: Class 37 contains 38364 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 37924 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20185 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 27509 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937728.000000 Penalty: 151954.750000
Iteration 106Q: 45 clusters Score -2.079377e+08 nChanged 11478
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 25300 members 
Mstep: Class 3 contains 35416 members 
Mstep: Class 4 contains 49354 members 
Mstep: Class 5 contains 27233 members 
Mstep: Class 6 contains 1526 members 
Mstep: Class 7 contains 37962 members 
Mstep: Class 8 contains 57641 members 
Mstep: Class 9 contains 55672 members 
Mstep: Class 10 contains 17662 members 
Mstep: Class 11 contains 31490 members 
Mstep: Class 12 contains 60651 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 31127 members 
Mstep: Class 15 contains 21265 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 43246 members 
Mstep: Class 18 contains 6994 members 
Mstep: Class 19 contains 4927 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 41444 members 
Mstep: Class 22 contains 28985 members 
Mstep: Class 23 contains 34053 members 
Mstep: Class 24 contains 28904 members 
Mstep: Class 25 contains 6957 members 
Mstep: Class 26 contains 25762 members 
Mstep: Class 27 contains 55312 members 
Mstep: Class 28 contains 65087 members 
Mstep: Class 29 contains 5259 members 
Mstep: Class 30 contains 22608 members 
Mstep: Class 31 contains 61530 members 
Mstep: Class 32 contains 29300 members 
Mstep: Class 33 contains 41184 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 329 members 
Mstep: Class 37 contains 40592 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 38045 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20280 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 27998 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937376.000000 Penalty: 151954.750000
Iteration 107Q: 45 clusters Score -2.079374e+08 nChanged 10847
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27636 members 
Mstep: Class 2 contains 24820 members 
Mstep: Class 3 contains 35496 members 
Mstep: Class 4 contains 49426 members 
Mstep: Class 5 contains 27188 members 
Mstep: Class 6 contains 1521 members 
Mstep: Class 7 contains 37421 members 
Mstep: Class 8 contains 57549 members 
Mstep: Class 9 contains 55644 members 
Mstep: Class 10 contains 17648 members 
Mstep: Class 11 contains 31489 members 
Mstep: Class 12 contains 60647 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30999 members 
Mstep: Class 15 contains 20693 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 43125 members 
Mstep: Class 18 contains 6964 members 
Mstep: Class 19 contains 4943 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 41442 members 
Mstep: Class 22 contains 28972 members 
Mstep: Class 23 contains 34001 members 
Mstep: Class 24 contains 28952 members 
Mstep: Class 25 contains 6966 members 
Mstep: Class 26 contains 25445 members 
Mstep: Class 27 contains 55342 members 
Mstep: Class 28 contains 64922 members 
Mstep: Class 29 contains 5259 members 
Mstep: Class 30 contains 22599 members 
Mstep: Class 31 contains 61478 members 
Mstep: Class 32 contains 29397 members 
Mstep: Class 33 contains 41257 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1772 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 42315 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 38164 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20388 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 28491 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207936080.000000 Penalty: 151954.750000
Iteration 108Q: 45 clusters Score -2.079361e+08 nChanged 10219
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27441 members 
Mstep: Class 2 contains 24384 members 
Mstep: Class 3 contains 35573 members 
Mstep: Class 4 contains 49270 members 
Mstep: Class 5 contains 27138 members 
Mstep: Class 6 contains 1514 members 
Mstep: Class 7 contains 37242 members 
Mstep: Class 8 contains 57441 members 
Mstep: Class 9 contains 55653 members 
Mstep: Class 10 contains 17626 members 
Mstep: Class 11 contains 31517 members 
Mstep: Class 12 contains 60568 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 30905 members 
Mstep: Class 15 contains 20122 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 43023 members 
Mstep: Class 18 contains 6960 members 
Mstep: Class 19 contains 4983 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 41502 members 
Mstep: Class 22 contains 28998 members 
Mstep: Class 23 contains 33943 members 
Mstep: Class 24 contains 28997 members 
Mstep: Class 25 contains 6977 members 
Mstep: Class 26 contains 25284 members 
Mstep: Class 27 contains 55367 members 
Mstep: Class 28 contains 64690 members 
Mstep: Class 29 contains 5254 members 
Mstep: Class 30 contains 22591 members 
Mstep: Class 31 contains 61445 members 
Mstep: Class 32 contains 29509 members 
Mstep: Class 33 contains 41379 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 43609 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 38227 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20493 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 28970 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207936000.000000 Penalty: 151954.750000
Iteration 109Q: 45 clusters Score -2.07936e+08 nChanged 9825
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27240 members 
Mstep: Class 2 contains 23925 members 
Mstep: Class 3 contains 35632 members 
Mstep: Class 4 contains 49017 members 
Mstep: Class 5 contains 27106 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 37369 members 
Mstep: Class 8 contains 57355 members 
Mstep: Class 9 contains 55694 members 
Mstep: Class 10 contains 17618 members 
Mstep: Class 11 contains 31502 members 
Mstep: Class 12 contains 60603 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 30821 members 
Mstep: Class 15 contains 19529 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42994 members 
Mstep: Class 18 contains 6939 members 
Mstep: Class 19 contains 5009 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 41456 members 
Mstep: Class 22 contains 29022 members 
Mstep: Class 23 contains 33919 members 
Mstep: Class 24 contains 29025 members 
Mstep: Class 25 contains 6985 members 
Mstep: Class 26 contains 25195 members 
Mstep: Class 27 contains 55405 members 
Mstep: Class 28 contains 64410 members 
Mstep: Class 29 contains 5249 members 
Mstep: Class 30 contains 22587 members 
Mstep: Class 31 contains 61382 members 
Mstep: Class 32 contains 29579 members 
Mstep: Class 33 contains 41572 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 328 members 
Mstep: Class 37 contains 44651 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 38313 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20577 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 29407 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207935968.000000 Penalty: 151954.750000
Iteration 110Q: 45 clusters Score -2.07936e+08 nChanged 9468
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 27059 members 
Mstep: Class 2 contains 23504 members 
Mstep: Class 3 contains 35713 members 
Mstep: Class 4 contains 48664 members 
Mstep: Class 5 contains 27079 members 
Mstep: Class 6 contains 1509 members 
Mstep: Class 7 contains 37610 members 
Mstep: Class 8 contains 57283 members 
Mstep: Class 9 contains 55760 members 
Mstep: Class 10 contains 17612 members 
Mstep: Class 11 contains 31509 members 
Mstep: Class 12 contains 60595 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 30721 members 
Mstep: Class 15 contains 18936 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42895 members 
Mstep: Class 18 contains 6917 members 
Mstep: Class 19 contains 5030 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 41440 members 
Mstep: Class 22 contains 29054 members 
Mstep: Class 23 contains 33939 members 
Mstep: Class 24 contains 29042 members 
Mstep: Class 25 contains 6988 members 
Mstep: Class 26 contains 25240 members 
Mstep: Class 27 contains 55416 members 
Mstep: Class 28 contains 64152 members 
Mstep: Class 29 contains 5248 members 
Mstep: Class 30 contains 22587 members 
Mstep: Class 31 contains 61357 members 
Mstep: Class 32 contains 29642 members 
Mstep: Class 33 contains 41789 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 327 members 
Mstep: Class 37 contains 45497 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 38392 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20633 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 29789 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207936880.000000 Penalty: 151954.750000
Iteration 111Q: 45 clusters Score -2.079369e+08 nChanged 9147
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 26859 members 
Mstep: Class 2 contains 23045 members 
Mstep: Class 3 contains 35791 members 
Mstep: Class 4 contains 48278 members 
Mstep: Class 5 contains 27027 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 37998 members 
Mstep: Class 8 contains 57268 members 
Mstep: Class 9 contains 55883 members 
Mstep: Class 10 contains 17607 members 
Mstep: Class 11 contains 31510 members 
Mstep: Class 12 contains 60577 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30657 members 
Mstep: Class 15 contains 18460 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42797 members 
Mstep: Class 18 contains 6904 members 
Mstep: Class 19 contains 5044 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 41324 members 
Mstep: Class 22 contains 29085 members 
Mstep: Class 23 contains 34010 members 
Mstep: Class 24 contains 29097 members 
Mstep: Class 25 contains 6992 members 
Mstep: Class 26 contains 25365 members 
Mstep: Class 27 contains 55399 members 
Mstep: Class 28 contains 63905 members 
Mstep: Class 29 contains 5237 members 
Mstep: Class 30 contains 22578 members 
Mstep: Class 31 contains 61288 members 
Mstep: Class 32 contains 29724 members 
Mstep: Class 33 contains 41928 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1767 members 
Mstep: Class 36 contains 326 members 
Mstep: Class 37 contains 46203 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 38431 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20700 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30126 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937264.000000 Penalty: 151954.750000
Iteration 112Q: 45 clusters Score -2.079373e+08 nChanged 9049
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 26674 members 
Mstep: Class 2 contains 22649 members 
Mstep: Class 3 contains 35842 members 
Mstep: Class 4 contains 47875 members 
Mstep: Class 5 contains 27009 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 38497 members 
Mstep: Class 8 contains 57234 members 
Mstep: Class 9 contains 56078 members 
Mstep: Class 10 contains 17601 members 
Mstep: Class 11 contains 31552 members 
Mstep: Class 12 contains 60547 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30570 members 
Mstep: Class 15 contains 18068 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42727 members 
Mstep: Class 18 contains 6874 members 
Mstep: Class 19 contains 5054 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 41047 members 
Mstep: Class 22 contains 29087 members 
Mstep: Class 23 contains 34094 members 
Mstep: Class 24 contains 29148 members 
Mstep: Class 25 contains 6992 members 
Mstep: Class 26 contains 25523 members 
Mstep: Class 27 contains 55399 members 
Mstep: Class 28 contains 63607 members 
Mstep: Class 29 contains 5231 members 
Mstep: Class 30 contains 22584 members 
Mstep: Class 31 contains 61202 members 
Mstep: Class 32 contains 29818 members 
Mstep: Class 33 contains 41968 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 46930 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 38463 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20792 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30360 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937232.000000 Penalty: 151954.750000
Iteration 113Q: 45 clusters Score -2.079372e+08 nChanged 8673
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 22298 members 
Mstep: Class 3 contains 35911 members 
Mstep: Class 4 contains 47554 members 
Mstep: Class 5 contains 26975 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 38915 members 
Mstep: Class 8 contains 57155 members 
Mstep: Class 9 contains 56350 members 
Mstep: Class 10 contains 17607 members 
Mstep: Class 11 contains 31592 members 
Mstep: Class 12 contains 60479 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30493 members 
Mstep: Class 15 contains 17659 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42695 members 
Mstep: Class 18 contains 6839 members 
Mstep: Class 19 contains 5060 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 40767 members 
Mstep: Class 22 contains 29083 members 
Mstep: Class 23 contains 34168 members 
Mstep: Class 24 contains 29218 members 
Mstep: Class 25 contains 6990 members 
Mstep: Class 26 contains 25807 members 
Mstep: Class 27 contains 55440 members 
Mstep: Class 28 contains 63326 members 
Mstep: Class 29 contains 5223 members 
Mstep: Class 30 contains 22588 members 
Mstep: Class 31 contains 61114 members 
Mstep: Class 32 contains 29876 members 
Mstep: Class 33 contains 42008 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1767 members 
Mstep: Class 36 contains 325 members 
Mstep: Class 37 contains 47505 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 38477 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20847 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30585 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937008.000000 Penalty: 151954.750000
Iteration 114Q: 45 clusters Score -2.07937e+08 nChanged 8650
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 21942 members 
Mstep: Class 3 contains 35969 members 
Mstep: Class 4 contains 47252 members 
Mstep: Class 5 contains 26949 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 39412 members 
Mstep: Class 8 contains 57126 members 
Mstep: Class 9 contains 56664 members 
Mstep: Class 10 contains 17597 members 
Mstep: Class 11 contains 31585 members 
Mstep: Class 12 contains 60444 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30453 members 
Mstep: Class 15 contains 17321 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42615 members 
Mstep: Class 18 contains 6810 members 
Mstep: Class 19 contains 5072 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 40462 members 
Mstep: Class 22 contains 29122 members 
Mstep: Class 23 contains 34247 members 
Mstep: Class 24 contains 29262 members 
Mstep: Class 25 contains 6993 members 
Mstep: Class 26 contains 26119 members 
Mstep: Class 27 contains 55490 members 
Mstep: Class 28 contains 63001 members 
Mstep: Class 29 contains 5209 members 
Mstep: Class 30 contains 22581 members 
Mstep: Class 31 contains 60979 members 
Mstep: Class 32 contains 29922 members 
Mstep: Class 33 contains 42002 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1767 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 48055 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 38510 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20910 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30690 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937456.000000 Penalty: 151954.750000
Iteration 115Q: 45 clusters Score -2.079375e+08 nChanged 8581
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 26174 members 
Mstep: Class 2 contains 21535 members 
Mstep: Class 3 contains 36027 members 
Mstep: Class 4 contains 46960 members 
Mstep: Class 5 contains 26932 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 39861 members 
Mstep: Class 8 contains 57142 members 
Mstep: Class 9 contains 56977 members 
Mstep: Class 10 contains 17588 members 
Mstep: Class 11 contains 31548 members 
Mstep: Class 12 contains 60415 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30395 members 
Mstep: Class 15 contains 17061 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42570 members 
Mstep: Class 18 contains 6790 members 
Mstep: Class 19 contains 5082 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 40173 members 
Mstep: Class 22 contains 29181 members 
Mstep: Class 23 contains 34345 members 
Mstep: Class 24 contains 29314 members 
Mstep: Class 25 contains 7000 members 
Mstep: Class 26 contains 26474 members 
Mstep: Class 27 contains 55516 members 
Mstep: Class 28 contains 62699 members 
Mstep: Class 29 contains 5201 members 
Mstep: Class 30 contains 22596 members 
Mstep: Class 31 contains 60837 members 
Mstep: Class 32 contains 29984 members 
Mstep: Class 33 contains 41948 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 48511 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 38543 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 20985 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30736 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937088.000000 Penalty: 151954.750000
Iteration 116Q: 45 clusters Score -2.079371e+08 nChanged 8340
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 21053 members 
Mstep: Class 3 contains 36103 members 
Mstep: Class 4 contains 46740 members 
Mstep: Class 5 contains 26929 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 40233 members 
Mstep: Class 8 contains 57132 members 
Mstep: Class 9 contains 57266 members 
Mstep: Class 10 contains 17589 members 
Mstep: Class 11 contains 31560 members 
Mstep: Class 12 contains 60408 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30301 members 
Mstep: Class 15 contains 16873 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42522 members 
Mstep: Class 18 contains 6776 members 
Mstep: Class 19 contains 5096 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39894 members 
Mstep: Class 22 contains 29231 members 
Mstep: Class 23 contains 34431 members 
Mstep: Class 24 contains 29350 members 
Mstep: Class 25 contains 7000 members 
Mstep: Class 26 contains 26932 members 
Mstep: Class 27 contains 55569 members 
Mstep: Class 28 contains 62430 members 
Mstep: Class 29 contains 5195 members 
Mstep: Class 30 contains 22626 members 
Mstep: Class 31 contains 60722 members 
Mstep: Class 32 contains 30047 members 
Mstep: Class 33 contains 41840 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1767 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 48885 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 38579 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21056 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30734 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937056.000000 Penalty: 151954.750000
Iteration 117Q: 45 clusters Score -2.079371e+08 nChanged 8205
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 20570 members 
Mstep: Class 3 contains 36149 members 
Mstep: Class 4 contains 46559 members 
Mstep: Class 5 contains 26917 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 40587 members 
Mstep: Class 8 contains 57077 members 
Mstep: Class 9 contains 57499 members 
Mstep: Class 10 contains 17573 members 
Mstep: Class 11 contains 31568 members 
Mstep: Class 12 contains 60386 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30224 members 
Mstep: Class 15 contains 16723 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42483 members 
Mstep: Class 18 contains 6752 members 
Mstep: Class 19 contains 5127 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39740 members 
Mstep: Class 22 contains 29286 members 
Mstep: Class 23 contains 34522 members 
Mstep: Class 24 contains 29419 members 
Mstep: Class 25 contains 6999 members 
Mstep: Class 26 contains 27434 members 
Mstep: Class 27 contains 55619 members 
Mstep: Class 28 contains 62211 members 
Mstep: Class 29 contains 5186 members 
Mstep: Class 30 contains 22676 members 
Mstep: Class 31 contains 60654 members 
Mstep: Class 32 contains 30105 members 
Mstep: Class 33 contains 41723 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1766 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 49102 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 38620 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21104 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30667 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207936832.000000 Penalty: 151954.750000
Iteration 118Q: 45 clusters Score -2.079368e+08 nChanged 8167
Entering ConstructFrom: 
Score: -207936832.000000 Penalty: 151954.750000
Entering ConstructFrom: 
Trying to split cluster 1 (25696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25696 members 
Entering Unmasked Estep 
Score: -4827090.000000 Penalty: 2518.214600
	Iteration 0F: 2 clusters Score -4827090 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12768 members 
Mstep: Class 2 contains 12928 members 
Entering Unmasked Estep 
Score: -4809462.000000 Penalty: 5036.429199
	Iteration 0F: 3 clusters Score -4809462 nChanged 11491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -4815563.000000 Penalty: 5036.429199
	Iteration 1F: 3 clusters Score -4815563 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11853 members 
Mstep: Class 2 contains 13843 members 
Entering Unmasked Estep 
Score: -4816022.000000 Penalty: 5036.429199
	Iteration 2Q: 3 clusters Score -4816022 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11355 members 
Mstep: Class 2 contains 14341 members 
Entering Unmasked Estep 
Score: -4816480.500000 Penalty: 5036.429199
	Iteration 3Q: 3 clusters Score -4816480 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -4816942.500000 Penalty: 5036.429199
	Iteration 4Q: 3 clusters Score -4816942 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -4817513.500000 Penalty: 5036.429199
	Iteration 5Q: 3 clusters Score -4817514 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 16959 members 
Entering Unmasked Estep 
Score: -4818258.500000 Penalty: 5036.429199
	Iteration 6F: 3 clusters Score -4818258 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 18261 members 
Entering Unmasked Estep 
Score: -4819228.000000 Penalty: 5036.429199
	Iteration 7F: 3 clusters Score -4819228 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -4820362.500000 Penalty: 5036.429199
	Iteration 8F: 3 clusters Score -4820362 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 21046 members 
Entering Unmasked Estep 
Score: -4821467.000000 Penalty: 5036.429199
	Iteration 9F: 3 clusters Score -4821467 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 22197 members 
Entering Unmasked Estep 
Score: -4822414.500000 Penalty: 5036.429199
	Iteration 10Q: 3 clusters Score -4822414 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 23101 members 
Entering Unmasked Estep 
Score: -4823210.500000 Penalty: 5036.429199
	Iteration 11Q: 3 clusters Score -4823210 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1957 members 
Mstep: Class 2 contains 23739 members 
Entering Unmasked Estep 
Score: -4823795.000000 Penalty: 5036.429199
	Iteration 12Q: 3 clusters Score -4823795 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -4824234.500000 Penalty: 5036.429199
	Iteration 13Q: 3 clusters Score -4824234 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 24416 members 
Entering Unmasked Estep 
Score: -4824599.500000 Penalty: 5036.429199
	Iteration 14Q: 3 clusters Score -4824600 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1132 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4824864.500000 Penalty: 5036.429199
	Iteration 15Q: 3 clusters Score -4824864 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -4825015.500000 Penalty: 5036.429199
	Iteration 16Q: 3 clusters Score -4825016 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24683 members 
Entering Unmasked Estep 
Score: -4825101.500000 Penalty: 5036.429199
	Iteration 17Q: 3 clusters Score -4825102 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -4825155.500000 Penalty: 5036.429199
	Iteration 18Q: 3 clusters Score -4825156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 24714 members 
Entering Unmasked Estep 
Score: -4825192.500000 Penalty: 5036.429199
	Iteration 19Q: 3 clusters Score -4825192 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 24731 members 
Entering Unmasked Estep 
Score: -4825216.000000 Penalty: 5036.429199
	Iteration 20F: 3 clusters Score -4825216 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -4825235.500000 Penalty: 5036.429199
	Iteration 21Q: 3 clusters Score -4825236 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4825246.500000 Penalty: 5036.429199
	Iteration 22Q: 3 clusters Score -4825246 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4825245.000000 Penalty: 5036.429199
	Iteration 23Q: 3 clusters Score -4825245 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 24735 members 
Entering Unmasked Estep 
Score: -4825266.500000 Penalty: 5036.429199
	Iteration 24Q: 3 clusters Score -4825266 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4825265.500000 Penalty: 5036.429199
	Iteration 25Q: 3 clusters Score -4825266 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4825268.500000 Penalty: 5036.429199
	Iteration 26Q: 3 clusters Score -4825268 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 24736 members 
Entering Unmasked Estep 
Score: -4825272.000000 Penalty: 5036.429199
	Iteration 27Q: 3 clusters Score -4825272 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -4825269.000000 Penalty: 5036.429199
	Iteration 28Q: 3 clusters Score -4825269 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -4825270.500000 Penalty: 5036.429199
	Iteration 29Q: 3 clusters Score -4825270 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 24741 members 
Entering Unmasked Estep 
Score: -4825272.500000 Penalty: 5036.429199
	Iteration 30Q: 3 clusters Score -4825272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24742 members 
Entering Unmasked Estep 
Score: -4825271.500000 Penalty: 5036.429199
	Iteration 31Q: 3 clusters Score -4825272 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -4825275.500000 Penalty: 5036.429199
	Iteration 32Q: 3 clusters Score -4825276 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 24748 members 
Entering Unmasked Estep 
Score: -4825276.500000 Penalty: 5036.429199
	Iteration 33Q: 3 clusters Score -4825276 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -4825279.000000 Penalty: 5036.429199
	Iteration 34Q: 3 clusters Score -4825279 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 24747 members 
Entering Unmasked Estep 
Score: -4825279.000000 Penalty: 5036.429199
	Iteration 35F: 3 clusters Score -4825279 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (20161 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20161 members 
Entering Unmasked Estep 
Score: -3830277.750000 Penalty: 2458.053467
	Iteration 0F: 2 clusters Score -3830278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10162 members 
Mstep: Class 2 contains 9999 members 
Entering Unmasked Estep 
Score: -3816107.250000 Penalty: 4916.106934
	Iteration 0F: 3 clusters Score -3816107 nChanged 8812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 9783 members 
Entering Unmasked Estep 
Score: -3820694.250000 Penalty: 4916.106934
	Iteration 1F: 3 clusters Score -3820694 nChanged 1114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 9579 members 
Entering Unmasked Estep 
Score: -3821137.250000 Penalty: 4916.106934
	Iteration 2F: 3 clusters Score -3821137 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10894 members 
Mstep: Class 2 contains 9267 members 
Entering Unmasked Estep 
Score: -3821522.000000 Penalty: 4916.106934
	Iteration 3Q: 3 clusters Score -3821522 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 8885 members 
Entering Unmasked Estep 
Score: -3821896.500000 Penalty: 4916.106934
	Iteration 4Q: 3 clusters Score -3821896 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 8339 members 
Entering Unmasked Estep 
Score: -3822287.500000 Penalty: 4916.106934
	Iteration 5Q: 3 clusters Score -3822288 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12497 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -3822769.750000 Penalty: 4916.106934
	Iteration 6Q: 3 clusters Score -3822770 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13306 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -3823354.000000 Penalty: 4916.106934
	Iteration 7F: 3 clusters Score -3823354 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14224 members 
Mstep: Class 2 contains 5937 members 
Entering Unmasked Estep 
Score: -3824025.000000 Penalty: 4916.106934
	Iteration 8F: 3 clusters Score -3824025 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15198 members 
Mstep: Class 2 contains 4963 members 
Entering Unmasked Estep 
Score: -3824829.500000 Penalty: 4916.106934
	Iteration 9F: 3 clusters Score -3824830 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16077 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -3825618.500000 Penalty: 4916.106934
	Iteration 10Q: 3 clusters Score -3825618 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16842 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -3826421.750000 Penalty: 4916.106934
	Iteration 11Q: 3 clusters Score -3826422 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17408 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -3827063.250000 Penalty: 4916.106934
	Iteration 12Q: 3 clusters Score -3827063 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17729 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -3827486.750000 Penalty: 4916.106934
	Iteration 13Q: 3 clusters Score -3827487 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2240 members 
Entering Unmasked Estep 
Score: -3827738.500000 Penalty: 4916.106934
	Iteration 14Q: 3 clusters Score -3827738 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18064 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -3827867.000000 Penalty: 4916.106934
	Iteration 15Q: 3 clusters Score -3827867 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -3827939.000000 Penalty: 4916.106934
	Iteration 16Q: 3 clusters Score -3827939 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -3827972.250000 Penalty: 4916.106934
	Iteration 17Q: 3 clusters Score -3827972 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18299 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -3827987.750000 Penalty: 4916.106934
	Iteration 18Q: 3 clusters Score -3827988 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -3828007.750000 Penalty: 4916.106934
	Iteration 19Q: 3 clusters Score -3828008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1776 members 
Entering Unmasked Estep 
Score: -3828020.750000 Penalty: 4916.106934
	Iteration 20F: 3 clusters Score -3828021 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -3828032.500000 Penalty: 4916.106934
	Iteration 21Q: 3 clusters Score -3828032 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18443 members 
Mstep: Class 2 contains 1718 members 
Entering Unmasked Estep 
Score: -3828041.250000 Penalty: 4916.106934
	Iteration 22Q: 3 clusters Score -3828041 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18471 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -3828045.500000 Penalty: 4916.106934
	Iteration 23Q: 3 clusters Score -3828046 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -3828052.000000 Penalty: 4916.106934
	Iteration 24Q: 3 clusters Score -3828052 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18502 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3828051.500000 Penalty: 4916.106934
	Iteration 25Q: 3 clusters Score -3828052 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18515 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -3828060.250000 Penalty: 4916.106934
	Iteration 26Q: 3 clusters Score -3828060 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18531 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -3828065.250000 Penalty: 4916.106934
	Iteration 27Q: 3 clusters Score -3828065 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18548 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -3828072.250000 Penalty: 4916.106934
	Iteration 28Q: 3 clusters Score -3828072 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18564 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -3828071.000000 Penalty: 4916.106934
	Iteration 29Q: 3 clusters Score -3828071 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18576 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -3828075.750000 Penalty: 4916.106934
	Iteration 30Q: 3 clusters Score -3828076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18584 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -3828073.250000 Penalty: 4916.106934
	Iteration 31Q: 3 clusters Score -3828073 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18591 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -3828074.000000 Penalty: 4916.106934
	Iteration 32Q: 3 clusters Score -3828074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18599 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -3828071.750000 Penalty: 4916.106934
	Iteration 33Q: 3 clusters Score -3828072 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18607 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -3828075.000000 Penalty: 4916.106934
	Iteration 34Q: 3 clusters Score -3828075 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -3828076.000000 Penalty: 4916.106934
	Iteration 35Q: 3 clusters Score -3828076 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3828079.000000 Penalty: 4916.106934
	Iteration 36Q: 3 clusters Score -3828079 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -3828083.000000 Penalty: 4916.106934
	Iteration 37Q: 3 clusters Score -3828083 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18645 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3828085.250000 Penalty: 4916.106934
	Iteration 38Q: 3 clusters Score -3828085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18652 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -3828087.250000 Penalty: 4916.106934
	Iteration 39Q: 3 clusters Score -3828087 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18655 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -3828089.750000 Penalty: 4916.106934
	Iteration 40F: 3 clusters Score -3828090 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18657 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -3828093.000000 Penalty: 4916.106934
	Iteration 41Q: 3 clusters Score -3828093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -3828093.250000 Penalty: 4916.106934
	Iteration 42Q: 3 clusters Score -3828093 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3828096.250000 Penalty: 4916.106934
	Iteration 43Q: 3 clusters Score -3828096 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18661 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -3828093.000000 Penalty: 4916.106934
	Iteration 44Q: 3 clusters Score -3828093 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18662 members 
Mstep: Class 2 contains 1499 members 
Entering Unmasked Estep 
Score: -3828094.500000 Penalty: 4916.106934
	Iteration 45Q: 3 clusters Score -3828094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -3828093.500000 Penalty: 4916.106934
	Iteration 46Q: 3 clusters Score -3828094 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3828089.250000 Penalty: 4916.106934
	Iteration 47Q: 3 clusters Score -3828089 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18664 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -3828089.250000 Penalty: 4916.106934
	Iteration 48F: 3 clusters Score -3828089 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (36193 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36193 members 
Entering Unmasked Estep 
Score: -6894401.000000 Penalty: 2603.162109
	Iteration 0F: 2 clusters Score -6894401 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18107 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -6871393.000000 Penalty: 5206.324219
	Iteration 0F: 3 clusters Score -6871393 nChanged 16423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -6880182.500000 Penalty: 5206.324219
	Iteration 1F: 3 clusters Score -6880182 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18269 members 
Mstep: Class 2 contains 17924 members 
Entering Unmasked Estep 
Score: -6880625.000000 Penalty: 5206.324219
	Iteration 2Q: 3 clusters Score -6880625 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -6880962.500000 Penalty: 5206.324219
	Iteration 3Q: 3 clusters Score -6880962 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -6881275.500000 Penalty: 5206.324219
	Iteration 4Q: 3 clusters Score -6881276 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18882 members 
Mstep: Class 2 contains 17311 members 
Entering Unmasked Estep 
Score: -6881603.000000 Penalty: 5206.324219
	Iteration 5Q: 3 clusters Score -6881603 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -6881913.500000 Penalty: 5206.324219
	Iteration 6Q: 3 clusters Score -6881914 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 16624 members 
Entering Unmasked Estep 
Score: -6882203.500000 Penalty: 5206.324219
	Iteration 7Q: 3 clusters Score -6882204 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20093 members 
Mstep: Class 2 contains 16100 members 
Entering Unmasked Estep 
Score: -6882576.500000 Penalty: 5206.324219
	Iteration 8Q: 3 clusters Score -6882576 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 15375 members 
Entering Unmasked Estep 
Score: -6883096.500000 Penalty: 5206.324219
	Iteration 9Q: 3 clusters Score -6883096 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21744 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -6883862.500000 Penalty: 5206.324219
	Iteration 10Q: 3 clusters Score -6883862 nChanged 1719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22863 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -6884831.000000 Penalty: 5206.324219
	Iteration 11Q: 3 clusters Score -6884831 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24031 members 
Mstep: Class 2 contains 12162 members 
Entering Unmasked Estep 
Score: -6886001.000000 Penalty: 5206.324219
	Iteration 12F: 3 clusters Score -6886001 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25182 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -6887290.500000 Penalty: 5206.324219
	Iteration 13F: 3 clusters Score -6887290 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 10060 members 
Entering Unmasked Estep 
Score: -6888381.000000 Penalty: 5206.324219
	Iteration 14Q: 3 clusters Score -6888381 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -6889053.500000 Penalty: 5206.324219
	Iteration 15Q: 3 clusters Score -6889054 nChanged 977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -6889500.500000 Penalty: 5206.324219
	Iteration 16Q: 3 clusters Score -6889500 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28237 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -6889847.000000 Penalty: 5206.324219
	Iteration 17Q: 3 clusters Score -6889847 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 7329 members 
Entering Unmasked Estep 
Score: -6890110.500000 Penalty: 5206.324219
	Iteration 18Q: 3 clusters Score -6890110 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29495 members 
Mstep: Class 2 contains 6698 members 
Entering Unmasked Estep 
Score: -6890369.500000 Penalty: 5206.324219
	Iteration 19Q: 3 clusters Score -6890370 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30099 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -6890582.500000 Penalty: 5206.324219
	Iteration 20F: 3 clusters Score -6890582 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 5511 members 
Entering Unmasked Estep 
Score: -6890820.500000 Penalty: 5206.324219
	Iteration 21Q: 3 clusters Score -6890820 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -6891007.000000 Penalty: 5206.324219
	Iteration 22Q: 3 clusters Score -6891007 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31833 members 
Mstep: Class 2 contains 4360 members 
Entering Unmasked Estep 
Score: -6891180.500000 Penalty: 5206.324219
	Iteration 23Q: 3 clusters Score -6891180 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32396 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -6891337.000000 Penalty: 5206.324219
	Iteration 24Q: 3 clusters Score -6891337 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -6891497.000000 Penalty: 5206.324219
	Iteration 25Q: 3 clusters Score -6891497 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33401 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -6891646.000000 Penalty: 5206.324219
	Iteration 26Q: 3 clusters Score -6891646 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33861 members 
Mstep: Class 2 contains 2332 members 
Entering Unmasked Estep 
Score: -6891761.500000 Penalty: 5206.324219
	Iteration 27Q: 3 clusters Score -6891762 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34248 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -6891881.500000 Penalty: 5206.324219
	Iteration 28Q: 3 clusters Score -6891882 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34552 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -6891953.500000 Penalty: 5206.324219
	Iteration 29Q: 3 clusters Score -6891954 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34787 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -6891974.000000 Penalty: 5206.324219
	Iteration 30Q: 3 clusters Score -6891974 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34980 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -6892055.000000 Penalty: 5206.324219
	Iteration 31Q: 3 clusters Score -6892055 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35151 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6892104.000000 Penalty: 5206.324219
	Iteration 32Q: 3 clusters Score -6892104 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -6892165.000000 Penalty: 5206.324219
	Iteration 33Q: 3 clusters Score -6892165 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35413 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6892217.000000 Penalty: 5206.324219
	Iteration 34Q: 3 clusters Score -6892217 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -6892254.500000 Penalty: 5206.324219
	Iteration 35Q: 3 clusters Score -6892254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35533 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -6892272.000000 Penalty: 5206.324219
	Iteration 36Q: 3 clusters Score -6892272 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35569 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -6892288.000000 Penalty: 5206.324219
	Iteration 37Q: 3 clusters Score -6892288 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6892310.500000 Penalty: 5206.324219
	Iteration 38Q: 3 clusters Score -6892310 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35623 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6892329.000000 Penalty: 5206.324219
	Iteration 39Q: 3 clusters Score -6892329 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35644 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -6892331.000000 Penalty: 5206.324219
	Iteration 40F: 3 clusters Score -6892331 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6892334.500000 Penalty: 5206.324219
	Iteration 41Q: 3 clusters Score -6892334 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35665 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6892344.500000 Penalty: 5206.324219
	Iteration 42Q: 3 clusters Score -6892344 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35673 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -6892356.000000 Penalty: 5206.324219
	Iteration 43Q: 3 clusters Score -6892356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35679 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -6892358.500000 Penalty: 5206.324219
	Iteration 44Q: 3 clusters Score -6892358 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35682 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -6892365.500000 Penalty: 5206.324219
	Iteration 45Q: 3 clusters Score -6892366 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35688 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -6892358.500000 Penalty: 5206.324219
	Iteration 46Q: 3 clusters Score -6892358 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35695 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -6892360.500000 Penalty: 5206.324219
	Iteration 47Q: 3 clusters Score -6892360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35699 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6892361.000000 Penalty: 5206.324219
	Iteration 48Q: 3 clusters Score -6892361 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35704 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6892363.500000 Penalty: 5206.324219
	Iteration 49Q: 3 clusters Score -6892364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35708 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -6892365.500000 Penalty: 5206.324219
	Iteration 50Q: 3 clusters Score -6892366 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35711 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -6892368.500000 Penalty: 5206.324219
	Iteration 51Q: 3 clusters Score -6892368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35713 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6892363.500000 Penalty: 5206.324219
	Iteration 52Q: 3 clusters Score -6892364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35716 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -6892361.000000 Penalty: 5206.324219
	Iteration 53Q: 3 clusters Score -6892361 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35723 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6892368.000000 Penalty: 5206.324219
	Iteration 54Q: 3 clusters Score -6892368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6892369.000000 Penalty: 5206.324219
	Iteration 55Q: 3 clusters Score -6892369 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6892375.000000 Penalty: 5206.324219
	Iteration 56Q: 3 clusters Score -6892375 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35726 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6892375.000000 Penalty: 5206.324219
	Iteration 57F: 3 clusters Score -6892375 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46404 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46404 members 
Entering Unmasked Estep 
Score: -8937783.000000 Penalty: 2664.794922
	Iteration 0F: 2 clusters Score -8937783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23080 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -8912176.000000 Penalty: 5329.589844
	Iteration 0F: 3 clusters Score -8912176 nChanged 21258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -8923844.000000 Penalty: 5329.589844
	Iteration 1F: 3 clusters Score -8923844 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -8924366.000000 Penalty: 5329.589844
	Iteration 2Q: 3 clusters Score -8924366 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21387 members 
Mstep: Class 2 contains 25017 members 
Entering Unmasked Estep 
Score: -8924910.000000 Penalty: 5329.589844
	Iteration 3Q: 3 clusters Score -8924910 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 25681 members 
Entering Unmasked Estep 
Score: -8925531.000000 Penalty: 5329.589844
	Iteration 4Q: 3 clusters Score -8925531 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19807 members 
Mstep: Class 2 contains 26597 members 
Entering Unmasked Estep 
Score: -8926279.000000 Penalty: 5329.589844
	Iteration 5Q: 3 clusters Score -8926279 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18617 members 
Mstep: Class 2 contains 27787 members 
Entering Unmasked Estep 
Score: -8927039.000000 Penalty: 5329.589844
	Iteration 6Q: 3 clusters Score -8927039 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 29114 members 
Entering Unmasked Estep 
Score: -8928149.000000 Penalty: 5329.589844
	Iteration 7Q: 3 clusters Score -8928149 nChanged 2459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 30563 members 
Entering Unmasked Estep 
Score: -8929684.000000 Penalty: 5329.589844
	Iteration 8F: 3 clusters Score -8929684 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14410 members 
Mstep: Class 2 contains 31994 members 
Entering Unmasked Estep 
Score: -8931611.000000 Penalty: 5329.589844
	Iteration 9F: 3 clusters Score -8931611 nChanged 2589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 33003 members 
Entering Unmasked Estep 
Score: -8933539.000000 Penalty: 5329.589844
	Iteration 10F: 3 clusters Score -8933539 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 33329 members 
Entering Unmasked Estep 
Score: -8935027.000000 Penalty: 5329.589844
	Iteration 11Q: 3 clusters Score -8935027 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 33365 members 
Entering Unmasked Estep 
Score: -8935800.000000 Penalty: 5329.589844
	Iteration 12Q: 3 clusters Score -8935800 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 33297 members 
Entering Unmasked Estep 
Score: -8936276.000000 Penalty: 5329.589844
	Iteration 13Q: 3 clusters Score -8936276 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 33127 members 
Entering Unmasked Estep 
Score: -8936670.000000 Penalty: 5329.589844
	Iteration 14Q: 3 clusters Score -8936670 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13523 members 
Mstep: Class 2 contains 32881 members 
Entering Unmasked Estep 
Score: -8937043.000000 Penalty: 5329.589844
	Iteration 15Q: 3 clusters Score -8937043 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13782 members 
Mstep: Class 2 contains 32622 members 
Entering Unmasked Estep 
Score: -8937357.000000 Penalty: 5329.589844
	Iteration 16Q: 3 clusters Score -8937357 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14056 members 
Mstep: Class 2 contains 32348 members 
Entering Unmasked Estep 
Score: -8937643.000000 Penalty: 5329.589844
	Iteration 17Q: 3 clusters Score -8937643 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14333 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -8937890.000000 Penalty: 5329.589844
	Iteration 18Q: 3 clusters Score -8937890 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14598 members 
Mstep: Class 2 contains 31806 members 
Entering Unmasked Estep 
Score: -8938055.000000 Penalty: 5329.589844
	Iteration 19Q: 3 clusters Score -8938055 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14829 members 
Mstep: Class 2 contains 31575 members 
Entering Unmasked Estep 
Score: -8938241.000000 Penalty: 5329.589844
	Iteration 20F: 3 clusters Score -8938241 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15053 members 
Mstep: Class 2 contains 31351 members 
Entering Unmasked Estep 
Score: -8938341.000000 Penalty: 5329.589844
	Iteration 21Q: 3 clusters Score -8938341 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15293 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -8938404.000000 Penalty: 5329.589844
	Iteration 22Q: 3 clusters Score -8938404 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15592 members 
Mstep: Class 2 contains 30812 members 
Entering Unmasked Estep 
Score: -8938480.000000 Penalty: 5329.589844
	Iteration 23Q: 3 clusters Score -8938480 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15913 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -8938552.000000 Penalty: 5329.589844
	Iteration 24Q: 3 clusters Score -8938552 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16244 members 
Mstep: Class 2 contains 30160 members 
Entering Unmasked Estep 
Score: -8938646.000000 Penalty: 5329.589844
	Iteration 25Q: 3 clusters Score -8938646 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 29808 members 
Entering Unmasked Estep 
Score: -8938622.000000 Penalty: 5329.589844
	Iteration 26Q: 3 clusters Score -8938622 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 29413 members 
Entering Unmasked Estep 
Score: -8938647.000000 Penalty: 5329.589844
	Iteration 27Q: 3 clusters Score -8938647 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17467 members 
Mstep: Class 2 contains 28937 members 
Entering Unmasked Estep 
Score: -8938680.000000 Penalty: 5329.589844
	Iteration 28Q: 3 clusters Score -8938680 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 28522 members 
Entering Unmasked Estep 
Score: -8938661.000000 Penalty: 5329.589844
	Iteration 29Q: 3 clusters Score -8938661 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 28103 members 
Entering Unmasked Estep 
Score: -8938629.000000 Penalty: 5329.589844
	Iteration 30Q: 3 clusters Score -8938629 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 27623 members 
Entering Unmasked Estep 
Score: -8938599.000000 Penalty: 5329.589844
	Iteration 31Q: 3 clusters Score -8938599 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19254 members 
Mstep: Class 2 contains 27150 members 
Entering Unmasked Estep 
Score: -8938621.000000 Penalty: 5329.589844
	Iteration 32Q: 3 clusters Score -8938621 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 26656 members 
Entering Unmasked Estep 
Score: -8938685.000000 Penalty: 5329.589844
	Iteration 33Q: 3 clusters Score -8938685 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20185 members 
Mstep: Class 2 contains 26219 members 
Entering Unmasked Estep 
Score: -8938752.000000 Penalty: 5329.589844
	Iteration 34Q: 3 clusters Score -8938752 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 25795 members 
Entering Unmasked Estep 
Score: -8938764.000000 Penalty: 5329.589844
	Iteration 35Q: 3 clusters Score -8938764 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21036 members 
Mstep: Class 2 contains 25368 members 
Entering Unmasked Estep 
Score: -8938774.000000 Penalty: 5329.589844
	Iteration 36Q: 3 clusters Score -8938774 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 24945 members 
Entering Unmasked Estep 
Score: -8938752.000000 Penalty: 5329.589844
	Iteration 37Q: 3 clusters Score -8938752 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21917 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -8938791.000000 Penalty: 5329.589844
	Iteration 38Q: 3 clusters Score -8938791 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -8938759.000000 Penalty: 5329.589844
	Iteration 39Q: 3 clusters Score -8938759 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 23679 members 
Entering Unmasked Estep 
Score: -8938756.000000 Penalty: 5329.589844
	Iteration 40F: 3 clusters Score -8938756 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -8938793.000000 Penalty: 5329.589844
	Iteration 41Q: 3 clusters Score -8938793 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 22972 members 
Entering Unmasked Estep 
Score: -8938796.000000 Penalty: 5329.589844
	Iteration 42Q: 3 clusters Score -8938796 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23796 members 
Mstep: Class 2 contains 22608 members 
Entering Unmasked Estep 
Score: -8938769.000000 Penalty: 5329.589844
	Iteration 43Q: 3 clusters Score -8938769 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24127 members 
Mstep: Class 2 contains 22277 members 
Entering Unmasked Estep 
Score: -8938783.000000 Penalty: 5329.589844
	Iteration 44Q: 3 clusters Score -8938783 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24472 members 
Mstep: Class 2 contains 21932 members 
Entering Unmasked Estep 
Score: -8938776.000000 Penalty: 5329.589844
	Iteration 45Q: 3 clusters Score -8938776 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -8938749.000000 Penalty: 5329.589844
	Iteration 46Q: 3 clusters Score -8938749 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -8938728.000000 Penalty: 5329.589844
	Iteration 47Q: 3 clusters Score -8938728 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25663 members 
Mstep: Class 2 contains 20741 members 
Entering Unmasked Estep 
Score: -8938692.000000 Penalty: 5329.589844
	Iteration 48Q: 3 clusters Score -8938692 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26093 members 
Mstep: Class 2 contains 20311 members 
Entering Unmasked Estep 
Score: -8938651.000000 Penalty: 5329.589844
	Iteration 49Q: 3 clusters Score -8938651 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26502 members 
Mstep: Class 2 contains 19902 members 
Entering Unmasked Estep 
Score: -8938641.000000 Penalty: 5329.589844
	Iteration 50Q: 3 clusters Score -8938641 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26897 members 
Mstep: Class 2 contains 19507 members 
Entering Unmasked Estep 
Score: -8938623.000000 Penalty: 5329.589844
	Iteration 51Q: 3 clusters Score -8938623 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27230 members 
Mstep: Class 2 contains 19174 members 
Entering Unmasked Estep 
Score: -8938606.000000 Penalty: 5329.589844
	Iteration 52Q: 3 clusters Score -8938606 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -8938573.000000 Penalty: 5329.589844
	Iteration 53Q: 3 clusters Score -8938573 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27963 members 
Mstep: Class 2 contains 18441 members 
Entering Unmasked Estep 
Score: -8938517.000000 Penalty: 5329.589844
	Iteration 54Q: 3 clusters Score -8938517 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28279 members 
Mstep: Class 2 contains 18125 members 
Entering Unmasked Estep 
Score: -8938457.000000 Penalty: 5329.589844
	Iteration 55Q: 3 clusters Score -8938457 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28532 members 
Mstep: Class 2 contains 17872 members 
Entering Unmasked Estep 
Score: -8938434.000000 Penalty: 5329.589844
	Iteration 56Q: 3 clusters Score -8938434 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28808 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -8938411.000000 Penalty: 5329.589844
	Iteration 57Q: 3 clusters Score -8938411 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29061 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -8938402.000000 Penalty: 5329.589844
	Iteration 58Q: 3 clusters Score -8938402 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29301 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -8938373.000000 Penalty: 5329.589844
	Iteration 59Q: 3 clusters Score -8938373 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29532 members 
Mstep: Class 2 contains 16872 members 
Entering Unmasked Estep 
Score: -8938357.000000 Penalty: 5329.589844
	Iteration 60F: 3 clusters Score -8938357 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29739 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -8938319.000000 Penalty: 5329.589844
	Iteration 61Q: 3 clusters Score -8938319 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29961 members 
Mstep: Class 2 contains 16443 members 
Entering Unmasked Estep 
Score: -8938269.000000 Penalty: 5329.589844
	Iteration 62Q: 3 clusters Score -8938269 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30174 members 
Mstep: Class 2 contains 16230 members 
Entering Unmasked Estep 
Score: -8938241.000000 Penalty: 5329.589844
	Iteration 63Q: 3 clusters Score -8938241 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30351 members 
Mstep: Class 2 contains 16053 members 
Entering Unmasked Estep 
Score: -8938214.000000 Penalty: 5329.589844
	Iteration 64Q: 3 clusters Score -8938214 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30526 members 
Mstep: Class 2 contains 15878 members 
Entering Unmasked Estep 
Score: -8938191.000000 Penalty: 5329.589844
	Iteration 65Q: 3 clusters Score -8938191 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30676 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -8938180.000000 Penalty: 5329.589844
	Iteration 66Q: 3 clusters Score -8938180 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30808 members 
Mstep: Class 2 contains 15596 members 
Entering Unmasked Estep 
Score: -8938178.000000 Penalty: 5329.589844
	Iteration 67Q: 3 clusters Score -8938178 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30970 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -8938144.000000 Penalty: 5329.589844
	Iteration 68Q: 3 clusters Score -8938144 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31138 members 
Mstep: Class 2 contains 15266 members 
Entering Unmasked Estep 
Score: -8938119.000000 Penalty: 5329.589844
	Iteration 69Q: 3 clusters Score -8938119 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31368 members 
Mstep: Class 2 contains 15036 members 
Entering Unmasked Estep 
Score: -8938042.000000 Penalty: 5329.589844
	Iteration 70Q: 3 clusters Score -8938042 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -8938037.000000 Penalty: 5329.589844
	Iteration 71Q: 3 clusters Score -8938037 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31803 members 
Mstep: Class 2 contains 14601 members 
Entering Unmasked Estep 
Score: -8938012.000000 Penalty: 5329.589844
	Iteration 72Q: 3 clusters Score -8938012 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32003 members 
Mstep: Class 2 contains 14401 members 
Entering Unmasked Estep 
Score: -8937992.000000 Penalty: 5329.589844
	Iteration 73Q: 3 clusters Score -8937992 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32236 members 
Mstep: Class 2 contains 14168 members 
Entering Unmasked Estep 
Score: -8937960.000000 Penalty: 5329.589844
	Iteration 74Q: 3 clusters Score -8937960 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32431 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -8937939.000000 Penalty: 5329.589844
	Iteration 75Q: 3 clusters Score -8937939 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32653 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -8937942.000000 Penalty: 5329.589844
	Iteration 76Q: 3 clusters Score -8937942 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32868 members 
Mstep: Class 2 contains 13536 members 
Entering Unmasked Estep 
Score: -8937925.000000 Penalty: 5329.589844
	Iteration 77Q: 3 clusters Score -8937925 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33093 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -8937894.000000 Penalty: 5329.589844
	Iteration 78Q: 3 clusters Score -8937894 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33291 members 
Mstep: Class 2 contains 13113 members 
Entering Unmasked Estep 
Score: -8937895.000000 Penalty: 5329.589844
	Iteration 79Q: 3 clusters Score -8937895 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33448 members 
Mstep: Class 2 contains 12956 members 
Entering Unmasked Estep 
Score: -8937876.000000 Penalty: 5329.589844
	Iteration 80F: 3 clusters Score -8937876 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33589 members 
Mstep: Class 2 contains 12815 members 
Entering Unmasked Estep 
Score: -8937849.000000 Penalty: 5329.589844
	Iteration 81Q: 3 clusters Score -8937849 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33725 members 
Mstep: Class 2 contains 12679 members 
Entering Unmasked Estep 
Score: -8937832.000000 Penalty: 5329.589844
	Iteration 82Q: 3 clusters Score -8937832 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 12561 members 
Entering Unmasked Estep 
Score: -8937815.000000 Penalty: 5329.589844
	Iteration 83Q: 3 clusters Score -8937815 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33971 members 
Mstep: Class 2 contains 12433 members 
Entering Unmasked Estep 
Score: -8937822.000000 Penalty: 5329.589844
	Iteration 84Q: 3 clusters Score -8937822 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34072 members 
Mstep: Class 2 contains 12332 members 
Entering Unmasked Estep 
Score: -8937798.000000 Penalty: 5329.589844
	Iteration 85Q: 3 clusters Score -8937798 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34164 members 
Mstep: Class 2 contains 12240 members 
Entering Unmasked Estep 
Score: -8937791.000000 Penalty: 5329.589844
	Iteration 86Q: 3 clusters Score -8937791 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 12159 members 
Entering Unmasked Estep 
Score: -8937750.000000 Penalty: 5329.589844
	Iteration 87Q: 3 clusters Score -8937750 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34322 members 
Mstep: Class 2 contains 12082 members 
Entering Unmasked Estep 
Score: -8937718.000000 Penalty: 5329.589844
	Iteration 88Q: 3 clusters Score -8937718 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34413 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -8937728.000000 Penalty: 5329.589844
	Iteration 89Q: 3 clusters Score -8937728 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34485 members 
Mstep: Class 2 contains 11919 members 
Entering Unmasked Estep 
Score: -8937719.000000 Penalty: 5329.589844
	Iteration 90Q: 3 clusters Score -8937719 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34559 members 
Mstep: Class 2 contains 11845 members 
Entering Unmasked Estep 
Score: -8937711.000000 Penalty: 5329.589844
	Iteration 91Q: 3 clusters Score -8937711 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34618 members 
Mstep: Class 2 contains 11786 members 
Entering Unmasked Estep 
Score: -8937706.000000 Penalty: 5329.589844
	Iteration 92Q: 3 clusters Score -8937706 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34671 members 
Mstep: Class 2 contains 11733 members 
Entering Unmasked Estep 
Score: -8937721.000000 Penalty: 5329.589844
	Iteration 93Q: 3 clusters Score -8937721 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34715 members 
Mstep: Class 2 contains 11689 members 
Entering Unmasked Estep 
Score: -8937712.000000 Penalty: 5329.589844
	Iteration 94Q: 3 clusters Score -8937712 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34759 members 
Mstep: Class 2 contains 11645 members 
Entering Unmasked Estep 
Score: -8937713.000000 Penalty: 5329.589844
	Iteration 95Q: 3 clusters Score -8937713 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -8937710.000000 Penalty: 5329.589844
	Iteration 96Q: 3 clusters Score -8937710 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34865 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -8937700.000000 Penalty: 5329.589844
	Iteration 97Q: 3 clusters Score -8937700 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34916 members 
Mstep: Class 2 contains 11488 members 
Entering Unmasked Estep 
Score: -8937691.000000 Penalty: 5329.589844
	Iteration 98Q: 3 clusters Score -8937691 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34961 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -8937690.000000 Penalty: 5329.589844
	Iteration 99Q: 3 clusters Score -8937690 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34995 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -8937692.000000 Penalty: 5329.589844
	Iteration 100F: 3 clusters Score -8937692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35037 members 
Mstep: Class 2 contains 11367 members 
Entering Unmasked Estep 
Score: -8937699.000000 Penalty: 5329.589844
	Iteration 101Q: 3 clusters Score -8937699 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35069 members 
Mstep: Class 2 contains 11335 members 
Entering Unmasked Estep 
Score: -8937685.000000 Penalty: 5329.589844
	Iteration 102Q: 3 clusters Score -8937685 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35094 members 
Mstep: Class 2 contains 11310 members 
Entering Unmasked Estep 
Score: -8937689.000000 Penalty: 5329.589844
	Iteration 103Q: 3 clusters Score -8937689 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 11282 members 
Entering Unmasked Estep 
Score: -8937675.000000 Penalty: 5329.589844
	Iteration 104Q: 3 clusters Score -8937675 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35133 members 
Mstep: Class 2 contains 11271 members 
Entering Unmasked Estep 
Score: -8937682.000000 Penalty: 5329.589844
	Iteration 105Q: 3 clusters Score -8937682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35145 members 
Mstep: Class 2 contains 11259 members 
Entering Unmasked Estep 
Score: -8937662.000000 Penalty: 5329.589844
	Iteration 106Q: 3 clusters Score -8937662 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35158 members 
Mstep: Class 2 contains 11246 members 
Entering Unmasked Estep 
Score: -8937664.000000 Penalty: 5329.589844
	Iteration 107Q: 3 clusters Score -8937664 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35173 members 
Mstep: Class 2 contains 11231 members 
Entering Unmasked Estep 
Score: -8937658.000000 Penalty: 5329.589844
	Iteration 108Q: 3 clusters Score -8937658 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35193 members 
Mstep: Class 2 contains 11211 members 
Entering Unmasked Estep 
Score: -8937662.000000 Penalty: 5329.589844
	Iteration 109Q: 3 clusters Score -8937662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35213 members 
Mstep: Class 2 contains 11191 members 
Entering Unmasked Estep 
Score: -8937658.000000 Penalty: 5329.589844
	Iteration 110Q: 3 clusters Score -8937658 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35241 members 
Mstep: Class 2 contains 11163 members 
Entering Unmasked Estep 
Score: -8937648.000000 Penalty: 5329.589844
	Iteration 111Q: 3 clusters Score -8937648 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35258 members 
Mstep: Class 2 contains 11146 members 
Entering Unmasked Estep 
Score: -8937643.000000 Penalty: 5329.589844
	Iteration 112Q: 3 clusters Score -8937643 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35279 members 
Mstep: Class 2 contains 11125 members 
Entering Unmasked Estep 
Score: -8937632.000000 Penalty: 5329.589844
	Iteration 113Q: 3 clusters Score -8937632 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35297 members 
Mstep: Class 2 contains 11107 members 
Entering Unmasked Estep 
Score: -8937621.000000 Penalty: 5329.589844
	Iteration 114Q: 3 clusters Score -8937621 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35302 members 
Mstep: Class 2 contains 11102 members 
Entering Unmasked Estep 
Score: -8937626.000000 Penalty: 5329.589844
	Iteration 115Q: 3 clusters Score -8937626 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35306 members 
Mstep: Class 2 contains 11098 members 
Entering Unmasked Estep 
Score: -8937626.000000 Penalty: 5329.589844
	Iteration 116Q: 3 clusters Score -8937626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35311 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -8937620.000000 Penalty: 5329.589844
	Iteration 117Q: 3 clusters Score -8937620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 11087 members 
Entering Unmasked Estep 
Score: -8937613.000000 Penalty: 5329.589844
	Iteration 118Q: 3 clusters Score -8937613 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35327 members 
Mstep: Class 2 contains 11077 members 
Entering Unmasked Estep 
Score: -8937615.000000 Penalty: 5329.589844
	Iteration 119Q: 3 clusters Score -8937615 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 11075 members 
Entering Unmasked Estep 
Score: -8937616.000000 Penalty: 5329.589844
	Iteration 120F: 3 clusters Score -8937616 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35332 members 
Mstep: Class 2 contains 11072 members 
Entering Unmasked Estep 
Score: -8937609.000000 Penalty: 5329.589844
	Iteration 121Q: 3 clusters Score -8937609 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35336 members 
Mstep: Class 2 contains 11068 members 
Entering Unmasked Estep 
Score: -8937602.000000 Penalty: 5329.589844
	Iteration 122Q: 3 clusters Score -8937602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35337 members 
Mstep: Class 2 contains 11067 members 
Entering Unmasked Estep 
Score: -8937602.000000 Penalty: 5329.589844
	Iteration 123Q: 3 clusters Score -8937602 nChanged 3
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35338 members 
Mstep: Class 2 contains 11066 members 
Entering Unmasked Estep 
Score: -8937607.000000 Penalty: 5329.589844
	Iteration 124Q: 3 clusters Score -8937607 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -8937607.000000 Penalty: 5329.589844
	Iteration 125Q: 3 clusters Score -8937607 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -8937614.000000 Penalty: 5329.589844
	Iteration 126Q: 3 clusters Score -8937614 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35342 members 
Mstep: Class 2 contains 11062 members 
Entering Unmasked Estep 
Score: -8937617.000000 Penalty: 5329.589844
	Iteration 127Q: 3 clusters Score -8937617 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35345 members 
Mstep: Class 2 contains 11059 members 
Entering Unmasked Estep 
Score: -8937607.000000 Penalty: 5329.589844
	Iteration 128Q: 3 clusters Score -8937607 nChanged 4
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -8937602.000000 Penalty: 5329.589844
	Iteration 129Q: 3 clusters Score -8937602 nChanged 2
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -8937596.000000 Penalty: 5329.589844
	Iteration 130Q: 3 clusters Score -8937596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35349 members 
Mstep: Class 2 contains 11055 members 
Entering Unmasked Estep 
Score: -8937605.000000 Penalty: 5329.589844
	Iteration 131Q: 3 clusters Score -8937605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35350 members 
Mstep: Class 2 contains 11054 members 
Entering Unmasked Estep 
Score: -8937604.000000 Penalty: 5329.589844
	Iteration 132Q: 3 clusters Score -8937604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -8937601.000000 Penalty: 5329.589844
	Iteration 133Q: 3 clusters Score -8937601 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35352 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -8937601.000000 Penalty: 5329.589844
	Iteration 134F: 3 clusters Score -8937601 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26923 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26923 members 
Entering Unmasked Estep 
Score: -5297140.500000 Penalty: 2529.782471
	Iteration 0F: 2 clusters Score -5297140 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13521 members 
Mstep: Class 2 contains 13402 members 
Entering Unmasked Estep 
Score: -5278938.500000 Penalty: 5059.564941
	Iteration 0F: 3 clusters Score -5278938 nChanged 12076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13947 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -5285481.500000 Penalty: 5059.564941
	Iteration 1F: 3 clusters Score -5285482 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14181 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -5285852.500000 Penalty: 5059.564941
	Iteration 2Q: 3 clusters Score -5285852 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14449 members 
Mstep: Class 2 contains 12474 members 
Entering Unmasked Estep 
Score: -5286169.500000 Penalty: 5059.564941
	Iteration 3Q: 3 clusters Score -5286170 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14830 members 
Mstep: Class 2 contains 12093 members 
Entering Unmasked Estep 
Score: -5286457.000000 Penalty: 5059.564941
	Iteration 4Q: 3 clusters Score -5286457 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 11587 members 
Entering Unmasked Estep 
Score: -5286745.000000 Penalty: 5059.564941
	Iteration 5Q: 3 clusters Score -5286745 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 10991 members 
Entering Unmasked Estep 
Score: -5287050.500000 Penalty: 5059.564941
	Iteration 6Q: 3 clusters Score -5287050 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16775 members 
Mstep: Class 2 contains 10148 members 
Entering Unmasked Estep 
Score: -5287413.500000 Penalty: 5059.564941
	Iteration 7Q: 3 clusters Score -5287414 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17777 members 
Mstep: Class 2 contains 9146 members 
Entering Unmasked Estep 
Score: -5287907.500000 Penalty: 5059.564941
	Iteration 8Q: 3 clusters Score -5287908 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19026 members 
Mstep: Class 2 contains 7897 members 
Entering Unmasked Estep 
Score: -5288678.000000 Penalty: 5059.564941
	Iteration 9Q: 3 clusters Score -5288678 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 6346 members 
Entering Unmasked Estep 
Score: -5289792.000000 Penalty: 5059.564941
	Iteration 10F: 3 clusters Score -5289792 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22304 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -5291194.500000 Penalty: 5059.564941
	Iteration 11F: 3 clusters Score -5291194 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23881 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -5292581.500000 Penalty: 5059.564941
	Iteration 12F: 3 clusters Score -5292582 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25033 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -5293644.000000 Penalty: 5059.564941
	Iteration 13Q: 3 clusters Score -5293644 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25726 members 
Mstep: Class 2 contains 1197 members 
Entering Unmasked Estep 
Score: -5294321.000000 Penalty: 5059.564941
	Iteration 14Q: 3 clusters Score -5294321 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26081 members 
Mstep: Class 2 contains 842 members 
Entering Unmasked Estep 
Score: -5294695.500000 Penalty: 5059.564941
	Iteration 15Q: 3 clusters Score -5294696 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26244 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5294867.500000 Penalty: 5059.564941
	Iteration 16Q: 3 clusters Score -5294868 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26333 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5294970.500000 Penalty: 5059.564941
	Iteration 17Q: 3 clusters Score -5294970 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26386 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5295040.000000 Penalty: 5059.564941
	Iteration 18Q: 3 clusters Score -5295040 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26414 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5295083.500000 Penalty: 5059.564941
	Iteration 19Q: 3 clusters Score -5295084 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26436 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5295093.500000 Penalty: 5059.564941
	Iteration 20F: 3 clusters Score -5295094 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5295113.500000 Penalty: 5059.564941
	Iteration 21Q: 3 clusters Score -5295114 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26456 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -5295126.000000 Penalty: 5059.564941
	Iteration 22Q: 3 clusters Score -5295126 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5295136.500000 Penalty: 5059.564941
	Iteration 23Q: 3 clusters Score -5295136 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5295146.500000 Penalty: 5059.564941
	Iteration 24Q: 3 clusters Score -5295146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5295160.500000 Penalty: 5059.564941
	Iteration 25Q: 3 clusters Score -5295160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26476 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -5295162.000000 Penalty: 5059.564941
	Iteration 26Q: 3 clusters Score -5295162 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5295165.000000 Penalty: 5059.564941
	Iteration 27Q: 3 clusters Score -5295165 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26473 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -5295165.000000 Penalty: 5059.564941
	Iteration 28Q: 3 clusters Score -5295165 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26475 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -5295168.000000 Penalty: 5059.564941
	Iteration 29Q: 3 clusters Score -5295168 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26477 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -5295168.500000 Penalty: 5059.564941
	Iteration 30Q: 3 clusters Score -5295168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26482 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5295170.000000 Penalty: 5059.564941
	Iteration 31Q: 3 clusters Score -5295170 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -5295175.500000 Penalty: 5059.564941
	Iteration 32Q: 3 clusters Score -5295176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26491 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -5295177.500000 Penalty: 5059.564941
	Iteration 33Q: 3 clusters Score -5295178 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5295179.500000 Penalty: 5059.564941
	Iteration 34Q: 3 clusters Score -5295180 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26494 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -5295179.500000 Penalty: 5059.564941
	Iteration 35F: 3 clusters Score -5295180 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Entering Unmasked Estep 
Score: -257819.218750 Penalty: 1814.504028
	Iteration 0F: 2 clusters Score -257819.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -255561.218750 Penalty: 3629.008057
	Iteration 0F: 3 clusters Score -255561.2 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -256217.078125 Penalty: 3629.008057
	Iteration 1F: 3 clusters Score -256217.1 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -256783.453125 Penalty: 3629.008057
	Iteration 2F: 3 clusters Score -256783.5 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -257180.593750 Penalty: 3629.008057
	Iteration 3F: 3 clusters Score -257180.6 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -257517.062500 Penalty: 3629.008057
	Iteration 4F: 3 clusters Score -257517.1 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -257823.171875 Penalty: 3629.008057
	Iteration 5Q: 3 clusters Score -257823.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -257930.843750 Penalty: 3629.008057
	Iteration 6Q: 3 clusters Score -257930.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -257986.312500 Penalty: 3629.008057
	Iteration 7Q: 3 clusters Score -257986.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -258003.406250 Penalty: 3629.008057
	Iteration 8Q: 3 clusters Score -258003.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -258010.062500 Penalty: 3629.008057
	Iteration 9Q: 3 clusters Score -258010.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -258014.468750 Penalty: 3629.008057
	Iteration 10Q: 3 clusters Score -258014.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -258016.703125 Penalty: 3629.008057
	Iteration 11Q: 3 clusters Score -258016.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -258018.906250 Penalty: 3629.008057
	Iteration 12Q: 3 clusters Score -258018.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -258019.125000 Penalty: 3629.008057
	Iteration 13Q: 3 clusters Score -258019.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -258019.781250 Penalty: 3629.008057
	Iteration 14Q: 3 clusters Score -258019.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -258021.390625 Penalty: 3629.008057
	Iteration 15Q: 3 clusters Score -258021.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -258024.046875 Penalty: 3629.008057
	Iteration 16Q: 3 clusters Score -258024 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -258025.000000 Penalty: 3629.008057
	Iteration 17Q: 3 clusters Score -258025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -258025.000000 Penalty: 3629.008057
	Iteration 18F: 3 clusters Score -258025 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 20161 members 
Mstep: Class 3 contains 36193 members 
Mstep: Class 4 contains 46404 members 
Mstep: Class 5 contains 26923 members 
Mstep: Class 6 contains 940 members 
Mstep: Class 7 contains 40933 members 
Mstep: Class 8 contains 57003 members 
Mstep: Class 9 contains 57748 members 
Mstep: Class 10 contains 17565 members 
Mstep: Class 11 contains 31589 members 
Mstep: Class 12 contains 60387 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 16591 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42439 members 
Mstep: Class 18 contains 6729 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39549 members 
Mstep: Class 22 contains 29331 members 
Mstep: Class 23 contains 34602 members 
Mstep: Class 24 contains 29443 members 
Mstep: Class 25 contains 6998 members 
Mstep: Class 26 contains 27962 members 
Mstep: Class 27 contains 55690 members 
Mstep: Class 28 contains 61958 members 
Mstep: Class 29 contains 5178 members 
Mstep: Class 30 contains 22717 members 
Mstep: Class 31 contains 60571 members 
Mstep: Class 32 contains 30138 members 
Mstep: Class 33 contains 41581 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 49335 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 38679 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21135 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30574 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 565 members 
Entering Unmasked Estep 
Score: -207934272.000000 Penalty: 155408.265625
Splitting cluster 6 changes total score from -207936832.000000 to -207934272.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (40933 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40933 members 
Entering Unmasked Estep 
Score: -7882731.000000 Penalty: 2633.683594
	Iteration 0F: 2 clusters Score -7882731 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20464 members 
Mstep: Class 2 contains 20469 members 
Entering Unmasked Estep 
Score: -7857753.000000 Penalty: 5267.367188
	Iteration 0F: 3 clusters Score -7857753 nChanged 18842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20902 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -7868155.500000 Penalty: 5267.367188
	Iteration 1F: 3 clusters Score -7868156 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21203 members 
Mstep: Class 2 contains 19730 members 
Entering Unmasked Estep 
Score: -7868724.500000 Penalty: 5267.367188
	Iteration 2Q: 3 clusters Score -7868724 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -7869248.000000 Penalty: 5267.367188
	Iteration 3Q: 3 clusters Score -7869248 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22105 members 
Mstep: Class 2 contains 18828 members 
Entering Unmasked Estep 
Score: -7869786.000000 Penalty: 5267.367188
	Iteration 4Q: 3 clusters Score -7869786 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22732 members 
Mstep: Class 2 contains 18201 members 
Entering Unmasked Estep 
Score: -7870382.500000 Penalty: 5267.367188
	Iteration 5Q: 3 clusters Score -7870382 nChanged 1815
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23601 members 
Mstep: Class 2 contains 17332 members 
Entering Unmasked Estep 
Score: -7871119.500000 Penalty: 5267.367188
	Iteration 6Q: 3 clusters Score -7871120 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24720 members 
Mstep: Class 2 contains 16213 members 
Entering Unmasked Estep 
Score: -7871935.500000 Penalty: 5267.367188
	Iteration 7Q: 3 clusters Score -7871936 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -7873003.500000 Penalty: 5267.367188
	Iteration 8Q: 3 clusters Score -7873004 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27714 members 
Mstep: Class 2 contains 13219 members 
Entering Unmasked Estep 
Score: -7874231.500000 Penalty: 5267.367188
	Iteration 9F: 3 clusters Score -7874232 nChanged 2077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29515 members 
Mstep: Class 2 contains 11418 members 
Entering Unmasked Estep 
Score: -7875703.000000 Penalty: 5267.367188
	Iteration 10F: 3 clusters Score -7875703 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31333 members 
Mstep: Class 2 contains 9600 members 
Entering Unmasked Estep 
Score: -7877146.500000 Penalty: 5267.367188
	Iteration 11Q: 3 clusters Score -7877146 nChanged 1834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32969 members 
Mstep: Class 2 contains 7964 members 
Entering Unmasked Estep 
Score: -7878412.500000 Penalty: 5267.367188
	Iteration 12Q: 3 clusters Score -7878412 nChanged 1502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 6644 members 
Entering Unmasked Estep 
Score: -7879283.500000 Penalty: 5267.367188
	Iteration 13Q: 3 clusters Score -7879284 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35328 members 
Mstep: Class 2 contains 5605 members 
Entering Unmasked Estep 
Score: -7879784.500000 Penalty: 5267.367188
	Iteration 14Q: 3 clusters Score -7879784 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36165 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -7880057.000000 Penalty: 5267.367188
	Iteration 15Q: 3 clusters Score -7880057 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36856 members 
Mstep: Class 2 contains 4077 members 
Entering Unmasked Estep 
Score: -7880253.000000 Penalty: 5267.367188
	Iteration 16Q: 3 clusters Score -7880253 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37456 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -7880352.000000 Penalty: 5267.367188
	Iteration 17Q: 3 clusters Score -7880352 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37973 members 
Mstep: Class 2 contains 2960 members 
Entering Unmasked Estep 
Score: -7880428.500000 Penalty: 5267.367188
	Iteration 18Q: 3 clusters Score -7880428 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38401 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -7880470.000000 Penalty: 5267.367188
	Iteration 19Q: 3 clusters Score -7880470 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38771 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -7880518.500000 Penalty: 5267.367188
	Iteration 20F: 3 clusters Score -7880518 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -7880578.000000 Penalty: 5267.367188
	Iteration 21Q: 3 clusters Score -7880578 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39348 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -7880603.500000 Penalty: 5267.367188
	Iteration 22Q: 3 clusters Score -7880604 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 1379 members 
Entering Unmasked Estep 
Score: -7880641.000000 Penalty: 5267.367188
	Iteration 23Q: 3 clusters Score -7880641 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39720 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -7880669.000000 Penalty: 5267.367188
	Iteration 24Q: 3 clusters Score -7880669 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39842 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -7880718.000000 Penalty: 5267.367188
	Iteration 25Q: 3 clusters Score -7880718 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39932 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -7880723.500000 Penalty: 5267.367188
	Iteration 26Q: 3 clusters Score -7880724 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39991 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -7880760.000000 Penalty: 5267.367188
	Iteration 27Q: 3 clusters Score -7880760 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40057 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -7880763.000000 Penalty: 5267.367188
	Iteration 28Q: 3 clusters Score -7880763 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40113 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7880778.000000 Penalty: 5267.367188
	Iteration 29Q: 3 clusters Score -7880778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40148 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -7880776.000000 Penalty: 5267.367188
	Iteration 30Q: 3 clusters Score -7880776 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40176 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7880789.500000 Penalty: 5267.367188
	Iteration 31Q: 3 clusters Score -7880790 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40195 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7880786.500000 Penalty: 5267.367188
	Iteration 32Q: 3 clusters Score -7880786 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40209 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7880795.500000 Penalty: 5267.367188
	Iteration 33Q: 3 clusters Score -7880796 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40221 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7880797.500000 Penalty: 5267.367188
	Iteration 34Q: 3 clusters Score -7880798 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40234 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7880811.500000 Penalty: 5267.367188
	Iteration 35Q: 3 clusters Score -7880812 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40244 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -7880802.500000 Penalty: 5267.367188
	Iteration 36Q: 3 clusters Score -7880802 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40248 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -7880818.000000 Penalty: 5267.367188
	Iteration 37Q: 3 clusters Score -7880818 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40254 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -7880811.000000 Penalty: 5267.367188
	Iteration 38Q: 3 clusters Score -7880811 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40257 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -7880807.500000 Penalty: 5267.367188
	Iteration 39Q: 3 clusters Score -7880808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40258 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -7880812.500000 Penalty: 5267.367188
	Iteration 40F: 3 clusters Score -7880812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40260 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -7880817.000000 Penalty: 5267.367188
	Iteration 41Q: 3 clusters Score -7880817 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40262 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -7880815.500000 Penalty: 5267.367188
	Iteration 42Q: 3 clusters Score -7880816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40266 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7880815.000000 Penalty: 5267.367188
	Iteration 43Q: 3 clusters Score -7880815 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40269 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -7880818.500000 Penalty: 5267.367188
	Iteration 44Q: 3 clusters Score -7880818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40271 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -7880819.500000 Penalty: 5267.367188
	Iteration 45Q: 3 clusters Score -7880820 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7880818.500000 Penalty: 5267.367188
	Iteration 46Q: 3 clusters Score -7880818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7880816.500000 Penalty: 5267.367188
	Iteration 47Q: 3 clusters Score -7880816 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7880816.500000 Penalty: 5267.367188
	Iteration 48F: 3 clusters Score -7880816 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (57003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57003 members 
Entering Unmasked Estep 
Score: -10560179.000000 Penalty: 2715.812988
	Iteration 0F: 2 clusters Score -1.056018e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28556 members 
Mstep: Class 2 contains 28447 members 
Entering Unmasked Estep 
Score: -10526210.000000 Penalty: 5431.625977
	Iteration 0F: 3 clusters Score -1.052621e+07 nChanged 26564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -10541027.000000 Penalty: 5431.625977
	Iteration 1F: 3 clusters Score -1.054103e+07 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -10541569.000000 Penalty: 5431.625977
	Iteration 2Q: 3 clusters Score -1.054157e+07 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28784 members 
Mstep: Class 2 contains 28219 members 
Entering Unmasked Estep 
Score: -10542095.000000 Penalty: 5431.625977
	Iteration 3Q: 3 clusters Score -1.05421e+07 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28782 members 
Mstep: Class 2 contains 28221 members 
Entering Unmasked Estep 
Score: -10542596.000000 Penalty: 5431.625977
	Iteration 4Q: 3 clusters Score -1.05426e+07 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -10543103.000000 Penalty: 5431.625977
	Iteration 5Q: 3 clusters Score -1.05431e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 28154 members 
Entering Unmasked Estep 
Score: -10543559.000000 Penalty: 5431.625977
	Iteration 6Q: 3 clusters Score -1.054356e+07 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29001 members 
Mstep: Class 2 contains 28002 members 
Entering Unmasked Estep 
Score: -10544138.000000 Penalty: 5431.625977
	Iteration 7Q: 3 clusters Score -1.054414e+07 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 27715 members 
Entering Unmasked Estep 
Score: -10544701.000000 Penalty: 5431.625977
	Iteration 8Q: 3 clusters Score -1.05447e+07 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29744 members 
Mstep: Class 2 contains 27259 members 
Entering Unmasked Estep 
Score: -10545221.000000 Penalty: 5431.625977
	Iteration 9Q: 3 clusters Score -1.054522e+07 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30366 members 
Mstep: Class 2 contains 26637 members 
Entering Unmasked Estep 
Score: -10545911.000000 Penalty: 5431.625977
	Iteration 10Q: 3 clusters Score -1.054591e+07 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 25881 members 
Entering Unmasked Estep 
Score: -10546722.000000 Penalty: 5431.625977
	Iteration 11Q: 3 clusters Score -1.054672e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32075 members 
Mstep: Class 2 contains 24928 members 
Entering Unmasked Estep 
Score: -10547750.000000 Penalty: 5431.625977
	Iteration 12Q: 3 clusters Score -1.054775e+07 nChanged 2497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 23805 members 
Entering Unmasked Estep 
Score: -10549049.000000 Penalty: 5431.625977
	Iteration 13Q: 3 clusters Score -1.054905e+07 nChanged 2591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34331 members 
Mstep: Class 2 contains 22672 members 
Entering Unmasked Estep 
Score: -10550491.000000 Penalty: 5431.625977
	Iteration 14Q: 3 clusters Score -1.055049e+07 nChanged 2619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35304 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -10552104.000000 Penalty: 5431.625977
	Iteration 15Q: 3 clusters Score -1.05521e+07 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36033 members 
Mstep: Class 2 contains 20970 members 
Entering Unmasked Estep 
Score: -10553321.000000 Penalty: 5431.625977
	Iteration 16Q: 3 clusters Score -1.055332e+07 nChanged 1944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36593 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -10554234.000000 Penalty: 5431.625977
	Iteration 17Q: 3 clusters Score -1.055423e+07 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37022 members 
Mstep: Class 2 contains 19981 members 
Entering Unmasked Estep 
Score: -10554716.000000 Penalty: 5431.625977
	Iteration 18Q: 3 clusters Score -1.055472e+07 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37345 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -10555191.000000 Penalty: 5431.625977
	Iteration 19Q: 3 clusters Score -1.055519e+07 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37627 members 
Mstep: Class 2 contains 19376 members 
Entering Unmasked Estep 
Score: -10555621.000000 Penalty: 5431.625977
	Iteration 20F: 3 clusters Score -1.055562e+07 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37817 members 
Mstep: Class 2 contains 19186 members 
Entering Unmasked Estep 
Score: -10556013.000000 Penalty: 5431.625977
	Iteration 21Q: 3 clusters Score -1.055601e+07 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -10556386.000000 Penalty: 5431.625977
	Iteration 22Q: 3 clusters Score -1.055639e+07 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37864 members 
Mstep: Class 2 contains 19139 members 
Entering Unmasked Estep 
Score: -10556713.000000 Penalty: 5431.625977
	Iteration 23Q: 3 clusters Score -1.055671e+07 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37732 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -10557021.000000 Penalty: 5431.625977
	Iteration 24Q: 3 clusters Score -1.055702e+07 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37527 members 
Mstep: Class 2 contains 19476 members 
Entering Unmasked Estep 
Score: -10557295.000000 Penalty: 5431.625977
	Iteration 25Q: 3 clusters Score -1.05573e+07 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37292 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -10557490.000000 Penalty: 5431.625977
	Iteration 26Q: 3 clusters Score -1.055749e+07 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37077 members 
Mstep: Class 2 contains 19926 members 
Entering Unmasked Estep 
Score: -10557686.000000 Penalty: 5431.625977
	Iteration 27Q: 3 clusters Score -1.055769e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36783 members 
Mstep: Class 2 contains 20220 members 
Entering Unmasked Estep 
Score: -10557772.000000 Penalty: 5431.625977
	Iteration 28Q: 3 clusters Score -1.055777e+07 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36431 members 
Mstep: Class 2 contains 20572 members 
Entering Unmasked Estep 
Score: -10557850.000000 Penalty: 5431.625977
	Iteration 29Q: 3 clusters Score -1.055785e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 20887 members 
Entering Unmasked Estep 
Score: -10557945.000000 Penalty: 5431.625977
	Iteration 30Q: 3 clusters Score -1.055794e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35818 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -10557970.000000 Penalty: 5431.625977
	Iteration 31Q: 3 clusters Score -1.055797e+07 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 21512 members 
Entering Unmasked Estep 
Score: -10558004.000000 Penalty: 5431.625977
	Iteration 32Q: 3 clusters Score -1.0558e+07 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35122 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
Score: -10558026.000000 Penalty: 5431.625977
	Iteration 33Q: 3 clusters Score -1.055803e+07 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34727 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -10558084.000000 Penalty: 5431.625977
	Iteration 34Q: 3 clusters Score -1.055808e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34355 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -10558142.000000 Penalty: 5431.625977
	Iteration 35Q: 3 clusters Score -1.055814e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33982 members 
Mstep: Class 2 contains 23021 members 
Entering Unmasked Estep 
Score: -10558143.000000 Penalty: 5431.625977
	Iteration 36Q: 3 clusters Score -1.055814e+07 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33656 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -10558144.000000 Penalty: 5431.625977
	Iteration 37Q: 3 clusters Score -1.055814e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33350 members 
Mstep: Class 2 contains 23653 members 
Entering Unmasked Estep 
Score: -10558137.000000 Penalty: 5431.625977
	Iteration 38Q: 3 clusters Score -1.055814e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32991 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -10558103.000000 Penalty: 5431.625977
	Iteration 39Q: 3 clusters Score -1.05581e+07 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32661 members 
Mstep: Class 2 contains 24342 members 
Entering Unmasked Estep 
Score: -10558149.000000 Penalty: 5431.625977
	Iteration 40F: 3 clusters Score -1.055815e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32265 members 
Mstep: Class 2 contains 24738 members 
Entering Unmasked Estep 
Score: -10558130.000000 Penalty: 5431.625977
	Iteration 41Q: 3 clusters Score -1.055813e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -10558148.000000 Penalty: 5431.625977
	Iteration 42Q: 3 clusters Score -1.055815e+07 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31480 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -10558071.000000 Penalty: 5431.625977
	Iteration 43Q: 3 clusters Score -1.055807e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -10558045.000000 Penalty: 5431.625977
	Iteration 44Q: 3 clusters Score -1.055804e+07 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30443 members 
Mstep: Class 2 contains 26560 members 
Entering Unmasked Estep 
Score: -10558015.000000 Penalty: 5431.625977
	Iteration 45Q: 3 clusters Score -1.055802e+07 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29867 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -10558068.000000 Penalty: 5431.625977
	Iteration 46Q: 3 clusters Score -1.055807e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29269 members 
Mstep: Class 2 contains 27734 members 
Entering Unmasked Estep 
Score: -10558057.000000 Penalty: 5431.625977
	Iteration 47Q: 3 clusters Score -1.055806e+07 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28683 members 
Mstep: Class 2 contains 28320 members 
Entering Unmasked Estep 
Score: -10558072.000000 Penalty: 5431.625977
	Iteration 48Q: 3 clusters Score -1.055807e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28130 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -10558106.000000 Penalty: 5431.625977
	Iteration 49Q: 3 clusters Score -1.055811e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27627 members 
Mstep: Class 2 contains 29376 members 
Entering Unmasked Estep 
Score: -10558072.000000 Penalty: 5431.625977
	Iteration 50Q: 3 clusters Score -1.055807e+07 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27136 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -10558134.000000 Penalty: 5431.625977
	Iteration 51Q: 3 clusters Score -1.055813e+07 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 30413 members 
Entering Unmasked Estep 
Score: -10558114.000000 Penalty: 5431.625977
	Iteration 52Q: 3 clusters Score -1.055811e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26167 members 
Mstep: Class 2 contains 30836 members 
Entering Unmasked Estep 
Score: -10558125.000000 Penalty: 5431.625977
	Iteration 53Q: 3 clusters Score -1.055812e+07 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 31263 members 
Entering Unmasked Estep 
Score: -10558151.000000 Penalty: 5431.625977
	Iteration 54Q: 3 clusters Score -1.055815e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 31691 members 
Entering Unmasked Estep 
Score: -10558154.000000 Penalty: 5431.625977
	Iteration 55Q: 3 clusters Score -1.055815e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24896 members 
Mstep: Class 2 contains 32107 members 
Entering Unmasked Estep 
Score: -10558160.000000 Penalty: 5431.625977
	Iteration 56Q: 3 clusters Score -1.055816e+07 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24483 members 
Mstep: Class 2 contains 32520 members 
Entering Unmasked Estep 
Score: -10558184.000000 Penalty: 5431.625977
	Iteration 57Q: 3 clusters Score -1.055818e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24070 members 
Mstep: Class 2 contains 32933 members 
Entering Unmasked Estep 
Score: -10558170.000000 Penalty: 5431.625977
	Iteration 58Q: 3 clusters Score -1.055817e+07 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23594 members 
Mstep: Class 2 contains 33409 members 
Entering Unmasked Estep 
Score: -10558122.000000 Penalty: 5431.625977
	Iteration 59Q: 3 clusters Score -1.055812e+07 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23131 members 
Mstep: Class 2 contains 33872 members 
Entering Unmasked Estep 
Score: -10558114.000000 Penalty: 5431.625977
	Iteration 60F: 3 clusters Score -1.055811e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22624 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -10558116.000000 Penalty: 5431.625977
	Iteration 61Q: 3 clusters Score -1.055812e+07 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22126 members 
Mstep: Class 2 contains 34877 members 
Entering Unmasked Estep 
Score: -10558112.000000 Penalty: 5431.625977
	Iteration 62Q: 3 clusters Score -1.055811e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21597 members 
Mstep: Class 2 contains 35406 members 
Entering Unmasked Estep 
Score: -10558169.000000 Penalty: 5431.625977
	Iteration 63Q: 3 clusters Score -1.055817e+07 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21107 members 
Mstep: Class 2 contains 35896 members 
Entering Unmasked Estep 
Score: -10558178.000000 Penalty: 5431.625977
	Iteration 64Q: 3 clusters Score -1.055818e+07 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 36376 members 
Entering Unmasked Estep 
Score: -10558229.000000 Penalty: 5431.625977
	Iteration 65Q: 3 clusters Score -1.055823e+07 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20158 members 
Mstep: Class 2 contains 36845 members 
Entering Unmasked Estep 
Score: -10558248.000000 Penalty: 5431.625977
	Iteration 66Q: 3 clusters Score -1.055825e+07 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19742 members 
Mstep: Class 2 contains 37261 members 
Entering Unmasked Estep 
Score: -10558236.000000 Penalty: 5431.625977
	Iteration 67Q: 3 clusters Score -1.055824e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 37702 members 
Entering Unmasked Estep 
Score: -10558246.000000 Penalty: 5431.625977
	Iteration 68Q: 3 clusters Score -1.055825e+07 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18849 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -10558278.000000 Penalty: 5431.625977
	Iteration 69Q: 3 clusters Score -1.055828e+07 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18365 members 
Mstep: Class 2 contains 38638 members 
Entering Unmasked Estep 
Score: -10558308.000000 Penalty: 5431.625977
	Iteration 70Q: 3 clusters Score -1.055831e+07 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 39130 members 
Entering Unmasked Estep 
Score: -10558317.000000 Penalty: 5431.625977
	Iteration 71Q: 3 clusters Score -1.055832e+07 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17391 members 
Mstep: Class 2 contains 39612 members 
Entering Unmasked Estep 
Score: -10558361.000000 Penalty: 5431.625977
	Iteration 72Q: 3 clusters Score -1.055836e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 40115 members 
Entering Unmasked Estep 
Score: -10558318.000000 Penalty: 5431.625977
	Iteration 73Q: 3 clusters Score -1.055832e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 40706 members 
Entering Unmasked Estep 
Score: -10558330.000000 Penalty: 5431.625977
	Iteration 74Q: 3 clusters Score -1.055833e+07 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15729 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -10558395.000000 Penalty: 5431.625977
	Iteration 75Q: 3 clusters Score -1.05584e+07 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15189 members 
Mstep: Class 2 contains 41814 members 
Entering Unmasked Estep 
Score: -10558441.000000 Penalty: 5431.625977
	Iteration 76Q: 3 clusters Score -1.055844e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14658 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -10558495.000000 Penalty: 5431.625977
	Iteration 77Q: 3 clusters Score -1.05585e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14147 members 
Mstep: Class 2 contains 42856 members 
Entering Unmasked Estep 
Score: -10558523.000000 Penalty: 5431.625977
	Iteration 78Q: 3 clusters Score -1.055852e+07 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13623 members 
Mstep: Class 2 contains 43380 members 
Entering Unmasked Estep 
Score: -10558521.000000 Penalty: 5431.625977
	Iteration 79Q: 3 clusters Score -1.055852e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13145 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -10558561.000000 Penalty: 5431.625977
	Iteration 80F: 3 clusters Score -1.055856e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12691 members 
Mstep: Class 2 contains 44312 members 
Entering Unmasked Estep 
Score: -10558544.000000 Penalty: 5431.625977
	Iteration 81Q: 3 clusters Score -1.055854e+07 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12194 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -10558553.000000 Penalty: 5431.625977
	Iteration 82Q: 3 clusters Score -1.055855e+07 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11609 members 
Mstep: Class 2 contains 45394 members 
Entering Unmasked Estep 
Score: -10558552.000000 Penalty: 5431.625977
	Iteration 83Q: 3 clusters Score -1.055855e+07 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
Score: -10558518.000000 Penalty: 5431.625977
	Iteration 84Q: 3 clusters Score -1.055852e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10346 members 
Mstep: Class 2 contains 46657 members 
Entering Unmasked Estep 
Score: -10558566.000000 Penalty: 5431.625977
	Iteration 85Q: 3 clusters Score -1.055857e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 47256 members 
Entering Unmasked Estep 
Score: -10558597.000000 Penalty: 5431.625977
	Iteration 86Q: 3 clusters Score -1.05586e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 47867 members 
Entering Unmasked Estep 
Score: -10558577.000000 Penalty: 5431.625977
	Iteration 87Q: 3 clusters Score -1.055858e+07 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 48467 members 
Entering Unmasked Estep 
Score: -10558563.000000 Penalty: 5431.625977
	Iteration 88Q: 3 clusters Score -1.055856e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7886 members 
Mstep: Class 2 contains 49117 members 
Entering Unmasked Estep 
Score: -10558523.000000 Penalty: 5431.625977
	Iteration 89Q: 3 clusters Score -1.055852e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7213 members 
Mstep: Class 2 contains 49790 members 
Entering Unmasked Estep 
Score: -10558478.000000 Penalty: 5431.625977
	Iteration 90Q: 3 clusters Score -1.055848e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6549 members 
Mstep: Class 2 contains 50454 members 
Entering Unmasked Estep 
Score: -10558503.000000 Penalty: 5431.625977
	Iteration 91Q: 3 clusters Score -1.05585e+07 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 51108 members 
Entering Unmasked Estep 
Score: -10558622.000000 Penalty: 5431.625977
	Iteration 92Q: 3 clusters Score -1.055862e+07 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 51613 members 
Entering Unmasked Estep 
Score: -10558683.000000 Penalty: 5431.625977
	Iteration 93Q: 3 clusters Score -1.055868e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 52029 members 
Entering Unmasked Estep 
Score: -10558680.000000 Penalty: 5431.625977
	Iteration 94Q: 3 clusters Score -1.055868e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 52407 members 
Entering Unmasked Estep 
Score: -10558696.000000 Penalty: 5431.625977
	Iteration 95Q: 3 clusters Score -1.05587e+07 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 52764 members 
Entering Unmasked Estep 
Score: -10558668.000000 Penalty: 5431.625977
	Iteration 96Q: 3 clusters Score -1.055867e+07 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 53106 members 
Entering Unmasked Estep 
Score: -10558598.000000 Penalty: 5431.625977
	Iteration 97Q: 3 clusters Score -1.05586e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3605 members 
Mstep: Class 2 contains 53398 members 
Entering Unmasked Estep 
Score: -10558559.000000 Penalty: 5431.625977
	Iteration 98Q: 3 clusters Score -1.055856e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 53659 members 
Entering Unmasked Estep 
Score: -10558570.000000 Penalty: 5431.625977
	Iteration 99Q: 3 clusters Score -1.055857e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 53908 members 
Entering Unmasked Estep 
Score: -10558586.000000 Penalty: 5431.625977
	Iteration 100F: 3 clusters Score -1.055859e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2865 members 
Mstep: Class 2 contains 54138 members 
Entering Unmasked Estep 
Score: -10558575.000000 Penalty: 5431.625977
	Iteration 101Q: 3 clusters Score -1.055858e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 54347 members 
Entering Unmasked Estep 
Score: -10558536.000000 Penalty: 5431.625977
	Iteration 102Q: 3 clusters Score -1.055854e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 54537 members 
Entering Unmasked Estep 
Score: -10558511.000000 Penalty: 5431.625977
	Iteration 103Q: 3 clusters Score -1.055851e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2308 members 
Mstep: Class 2 contains 54695 members 
Entering Unmasked Estep 
Score: -10558520.000000 Penalty: 5431.625977
	Iteration 104Q: 3 clusters Score -1.055852e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 54822 members 
Entering Unmasked Estep 
Score: -10558510.000000 Penalty: 5431.625977
	Iteration 105Q: 3 clusters Score -1.055851e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2042 members 
Mstep: Class 2 contains 54961 members 
Entering Unmasked Estep 
Score: -10558486.000000 Penalty: 5431.625977
	Iteration 106Q: 3 clusters Score -1.055849e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1902 members 
Mstep: Class 2 contains 55101 members 
Entering Unmasked Estep 
Score: -10558473.000000 Penalty: 5431.625977
	Iteration 107Q: 3 clusters Score -1.055847e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 55218 members 
Entering Unmasked Estep 
Score: -10558466.000000 Penalty: 5431.625977
	Iteration 108Q: 3 clusters Score -1.055847e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 55336 members 
Entering Unmasked Estep 
Score: -10558438.000000 Penalty: 5431.625977
	Iteration 109Q: 3 clusters Score -1.055844e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 55438 members 
Entering Unmasked Estep 
Score: -10558398.000000 Penalty: 5431.625977
	Iteration 110Q: 3 clusters Score -1.05584e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 55514 members 
Entering Unmasked Estep 
Score: -10558405.000000 Penalty: 5431.625977
	Iteration 111Q: 3 clusters Score -1.05584e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1433 members 
Mstep: Class 2 contains 55570 members 
Entering Unmasked Estep 
Score: -10558391.000000 Penalty: 5431.625977
	Iteration 112Q: 3 clusters Score -1.055839e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 55624 members 
Entering Unmasked Estep 
Score: -10558386.000000 Penalty: 5431.625977
	Iteration 113Q: 3 clusters Score -1.055839e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1332 members 
Mstep: Class 2 contains 55671 members 
Entering Unmasked Estep 
Score: -10558393.000000 Penalty: 5431.625977
	Iteration 114Q: 3 clusters Score -1.055839e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 55726 members 
Entering Unmasked Estep 
Score: -10558363.000000 Penalty: 5431.625977
	Iteration 115Q: 3 clusters Score -1.055836e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -10558379.000000 Penalty: 5431.625977
	Iteration 116Q: 3 clusters Score -1.055838e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 55812 members 
Entering Unmasked Estep 
Score: -10558388.000000 Penalty: 5431.625977
	Iteration 117Q: 3 clusters Score -1.055839e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 55854 members 
Entering Unmasked Estep 
Score: -10558373.000000 Penalty: 5431.625977
	Iteration 118Q: 3 clusters Score -1.055837e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 55879 members 
Entering Unmasked Estep 
Score: -10558380.000000 Penalty: 5431.625977
	Iteration 119Q: 3 clusters Score -1.055838e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 55902 members 
Entering Unmasked Estep 
Score: -10558371.000000 Penalty: 5431.625977
	Iteration 120F: 3 clusters Score -1.055837e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 55920 members 
Entering Unmasked Estep 
Score: -10558358.000000 Penalty: 5431.625977
	Iteration 121Q: 3 clusters Score -1.055836e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 55944 members 
Entering Unmasked Estep 
Score: -10558358.000000 Penalty: 5431.625977
	Iteration 122Q: 3 clusters Score -1.055836e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 55963 members 
Entering Unmasked Estep 
Score: -10558359.000000 Penalty: 5431.625977
	Iteration 123Q: 3 clusters Score -1.055836e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 55984 members 
Entering Unmasked Estep 
Score: -10558364.000000 Penalty: 5431.625977
	Iteration 124Q: 3 clusters Score -1.055836e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 56008 members 
Entering Unmasked Estep 
Score: -10558372.000000 Penalty: 5431.625977
	Iteration 125Q: 3 clusters Score -1.055837e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 56029 members 
Entering Unmasked Estep 
Score: -10558358.000000 Penalty: 5431.625977
	Iteration 126Q: 3 clusters Score -1.055836e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 56052 members 
Entering Unmasked Estep 
Score: -10558365.000000 Penalty: 5431.625977
	Iteration 127Q: 3 clusters Score -1.055836e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 56069 members 
Entering Unmasked Estep 
Score: -10558373.000000 Penalty: 5431.625977
	Iteration 128Q: 3 clusters Score -1.055837e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 922 members 
Mstep: Class 2 contains 56081 members 
Entering Unmasked Estep 
Score: -10558361.000000 Penalty: 5431.625977
	Iteration 129Q: 3 clusters Score -1.055836e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 56094 members 
Entering Unmasked Estep 
Score: -10558367.000000 Penalty: 5431.625977
	Iteration 130Q: 3 clusters Score -1.055837e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 56105 members 
Entering Unmasked Estep 
Score: -10558359.000000 Penalty: 5431.625977
	Iteration 131Q: 3 clusters Score -1.055836e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 56111 members 
Entering Unmasked Estep 
Score: -10558360.000000 Penalty: 5431.625977
	Iteration 132Q: 3 clusters Score -1.055836e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 56116 members 
Entering Unmasked Estep 
Score: -10558378.000000 Penalty: 5431.625977
	Iteration 133Q: 3 clusters Score -1.055838e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 56123 members 
Entering Unmasked Estep 
Score: -10558375.000000 Penalty: 5431.625977
	Iteration 134Q: 3 clusters Score -1.055838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 56128 members 
Entering Unmasked Estep 
Score: -10558369.000000 Penalty: 5431.625977
	Iteration 135Q: 3 clusters Score -1.055837e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 56137 members 
Entering Unmasked Estep 
Score: -10558368.000000 Penalty: 5431.625977
	Iteration 136Q: 3 clusters Score -1.055837e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 56141 members 
Entering Unmasked Estep 
Score: -10558383.000000 Penalty: 5431.625977
	Iteration 137Q: 3 clusters Score -1.055838e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 56147 members 
Entering Unmasked Estep 
Score: -10558379.000000 Penalty: 5431.625977
	Iteration 138Q: 3 clusters Score -1.055838e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 849 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -10558376.000000 Penalty: 5431.625977
	Iteration 139Q: 3 clusters Score -1.055838e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 56159 members 
Entering Unmasked Estep 
Score: -10558371.000000 Penalty: 5431.625977
	Iteration 140F: 3 clusters Score -1.055837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 56161 members 
Entering Unmasked Estep 
Score: -10558375.000000 Penalty: 5431.625977
	Iteration 141Q: 3 clusters Score -1.055838e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 56167 members 
Entering Unmasked Estep 
Score: -10558364.000000 Penalty: 5431.625977
	Iteration 142Q: 3 clusters Score -1.055836e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 56170 members 
Entering Unmasked Estep 
Score: -10558360.000000 Penalty: 5431.625977
	Iteration 143Q: 3 clusters Score -1.055836e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 56174 members 
Entering Unmasked Estep 
Score: -10558368.000000 Penalty: 5431.625977
	Iteration 144Q: 3 clusters Score -1.055837e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 821 members 
Mstep: Class 2 contains 56182 members 
Entering Unmasked Estep 
Score: -10558363.000000 Penalty: 5431.625977
	Iteration 145Q: 3 clusters Score -1.055836e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 56192 members 
Entering Unmasked Estep 
Score: -10558372.000000 Penalty: 5431.625977
	Iteration 146Q: 3 clusters Score -1.055837e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 56198 members 
Entering Unmasked Estep 
Score: -10558372.000000 Penalty: 5431.625977
	Iteration 147Q: 3 clusters Score -1.055837e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 56199 members 
Entering Unmasked Estep 
Score: -10558376.000000 Penalty: 5431.625977
	Iteration 148Q: 3 clusters Score -1.055838e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -10558376.000000 Penalty: 5431.625977
	Iteration 149Q: 3 clusters Score -1.055838e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 56201 members 
Entering Unmasked Estep 
Score: -10558376.000000 Penalty: 5431.625977
	Iteration 150F: 3 clusters Score -1.055838e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (57748 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57748 members 
Entering Unmasked Estep 
Score: -10892670.000000 Penalty: 2719.033447
	Iteration 0F: 2 clusters Score -1.089267e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28869 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -10856479.000000 Penalty: 5438.066895
	Iteration 0F: 3 clusters Score -1.085648e+07 nChanged 26699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 28882 members 
Entering Unmasked Estep 
Score: -10870992.000000 Penalty: 5438.066895
	Iteration 1F: 3 clusters Score -1.087099e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28864 members 
Mstep: Class 2 contains 28884 members 
Entering Unmasked Estep 
Score: -10871478.000000 Penalty: 5438.066895
	Iteration 2Q: 3 clusters Score -1.087148e+07 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28823 members 
Mstep: Class 2 contains 28925 members 
Entering Unmasked Estep 
Score: -10871992.000000 Penalty: 5438.066895
	Iteration 3Q: 3 clusters Score -1.087199e+07 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28672 members 
Mstep: Class 2 contains 29076 members 
Entering Unmasked Estep 
Score: -10872487.000000 Penalty: 5438.066895
	Iteration 4Q: 3 clusters Score -1.087249e+07 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28410 members 
Mstep: Class 2 contains 29338 members 
Entering Unmasked Estep 
Score: -10873060.000000 Penalty: 5438.066895
	Iteration 5Q: 3 clusters Score -1.087306e+07 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28006 members 
Mstep: Class 2 contains 29742 members 
Entering Unmasked Estep 
Score: -10873596.000000 Penalty: 5438.066895
	Iteration 6Q: 3 clusters Score -1.08736e+07 nChanged 2069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 30331 members 
Entering Unmasked Estep 
Score: -10874382.000000 Penalty: 5438.066895
	Iteration 7Q: 3 clusters Score -1.087438e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26544 members 
Mstep: Class 2 contains 31204 members 
Entering Unmasked Estep 
Score: -10875435.000000 Penalty: 5438.066895
	Iteration 8Q: 3 clusters Score -1.087544e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25458 members 
Mstep: Class 2 contains 32290 members 
Entering Unmasked Estep 
Score: -10876827.000000 Penalty: 5438.066895
	Iteration 9Q: 3 clusters Score -1.087683e+07 nChanged 3032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24074 members 
Mstep: Class 2 contains 33674 members 
Entering Unmasked Estep 
Score: -10878670.000000 Penalty: 5438.066895
	Iteration 10F: 3 clusters Score -1.087867e+07 nChanged 3233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22505 members 
Mstep: Class 2 contains 35243 members 
Entering Unmasked Estep 
Score: -10880808.000000 Penalty: 5438.066895
	Iteration 11F: 3 clusters Score -1.088081e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 36780 members 
Entering Unmasked Estep 
Score: -10882933.000000 Penalty: 5438.066895
	Iteration 12F: 3 clusters Score -1.088293e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19655 members 
Mstep: Class 2 contains 38093 members 
Entering Unmasked Estep 
Score: -10884436.000000 Penalty: 5438.066895
	Iteration 13Q: 3 clusters Score -1.088444e+07 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 39203 members 
Entering Unmasked Estep 
Score: -10885268.000000 Penalty: 5438.066895
	Iteration 14Q: 3 clusters Score -1.088527e+07 nChanged 1445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17516 members 
Mstep: Class 2 contains 40232 members 
Entering Unmasked Estep 
Score: -10885865.000000 Penalty: 5438.066895
	Iteration 15Q: 3 clusters Score -1.088586e+07 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16446 members 
Mstep: Class 2 contains 41302 members 
Entering Unmasked Estep 
Score: -10886419.000000 Penalty: 5438.066895
	Iteration 16Q: 3 clusters Score -1.088642e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15387 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -10886812.000000 Penalty: 5438.066895
	Iteration 17Q: 3 clusters Score -1.088681e+07 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 43387 members 
Entering Unmasked Estep 
Score: -10887240.000000 Penalty: 5438.066895
	Iteration 18Q: 3 clusters Score -1.088724e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13276 members 
Mstep: Class 2 contains 44472 members 
Entering Unmasked Estep 
Score: -10887617.000000 Penalty: 5438.066895
	Iteration 19Q: 3 clusters Score -1.088762e+07 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12197 members 
Mstep: Class 2 contains 45551 members 
Entering Unmasked Estep 
Score: -10888004.000000 Penalty: 5438.066895
	Iteration 20F: 3 clusters Score -1.0888e+07 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11128 members 
Mstep: Class 2 contains 46620 members 
Entering Unmasked Estep 
Score: -10888293.000000 Penalty: 5438.066895
	Iteration 21Q: 3 clusters Score -1.088829e+07 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 47638 members 
Entering Unmasked Estep 
Score: -10888625.000000 Penalty: 5438.066895
	Iteration 22Q: 3 clusters Score -1.088862e+07 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9164 members 
Mstep: Class 2 contains 48584 members 
Entering Unmasked Estep 
Score: -10888853.000000 Penalty: 5438.066895
	Iteration 23Q: 3 clusters Score -1.088885e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8215 members 
Mstep: Class 2 contains 49533 members 
Entering Unmasked Estep 
Score: -10889056.000000 Penalty: 5438.066895
	Iteration 24Q: 3 clusters Score -1.088906e+07 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 50387 members 
Entering Unmasked Estep 
Score: -10889177.000000 Penalty: 5438.066895
	Iteration 25Q: 3 clusters Score -1.088918e+07 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6611 members 
Mstep: Class 2 contains 51137 members 
Entering Unmasked Estep 
Score: -10889343.000000 Penalty: 5438.066895
	Iteration 26Q: 3 clusters Score -1.088934e+07 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5879 members 
Mstep: Class 2 contains 51869 members 
Entering Unmasked Estep 
Score: -10889517.000000 Penalty: 5438.066895
	Iteration 27Q: 3 clusters Score -1.088952e+07 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 52589 members 
Entering Unmasked Estep 
Score: -10889609.000000 Penalty: 5438.066895
	Iteration 28Q: 3 clusters Score -1.088961e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4507 members 
Mstep: Class 2 contains 53241 members 
Entering Unmasked Estep 
Score: -10889758.000000 Penalty: 5438.066895
	Iteration 29Q: 3 clusters Score -1.088976e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 53851 members 
Entering Unmasked Estep 
Score: -10889874.000000 Penalty: 5438.066895
	Iteration 30Q: 3 clusters Score -1.088987e+07 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 54364 members 
Entering Unmasked Estep 
Score: -10889998.000000 Penalty: 5438.066895
	Iteration 31Q: 3 clusters Score -1.089e+07 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2964 members 
Mstep: Class 2 contains 54784 members 
Entering Unmasked Estep 
Score: -10890118.000000 Penalty: 5438.066895
	Iteration 32Q: 3 clusters Score -1.089012e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 55100 members 
Entering Unmasked Estep 
Score: -10890235.000000 Penalty: 5438.066895
	Iteration 33Q: 3 clusters Score -1.089024e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 55364 members 
Entering Unmasked Estep 
Score: -10890317.000000 Penalty: 5438.066895
	Iteration 34Q: 3 clusters Score -1.089032e+07 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 55561 members 
Entering Unmasked Estep 
Score: -10890367.000000 Penalty: 5438.066895
	Iteration 35Q: 3 clusters Score -1.089037e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2011 members 
Mstep: Class 2 contains 55737 members 
Entering Unmasked Estep 
Score: -10890406.000000 Penalty: 5438.066895
	Iteration 36Q: 3 clusters Score -1.089041e+07 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 55885 members 
Entering Unmasked Estep 
Score: -10890474.000000 Penalty: 5438.066895
	Iteration 37Q: 3 clusters Score -1.089047e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1742 members 
Mstep: Class 2 contains 56006 members 
Entering Unmasked Estep 
Score: -10890505.000000 Penalty: 5438.066895
	Iteration 38Q: 3 clusters Score -1.08905e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 56092 members 
Entering Unmasked Estep 
Score: -10890525.000000 Penalty: 5438.066895
	Iteration 39Q: 3 clusters Score -1.089052e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1594 members 
Mstep: Class 2 contains 56154 members 
Entering Unmasked Estep 
Score: -10890536.000000 Penalty: 5438.066895
	Iteration 40F: 3 clusters Score -1.089054e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 56209 members 
Entering Unmasked Estep 
Score: -10890532.000000 Penalty: 5438.066895
	Iteration 41Q: 3 clusters Score -1.089053e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 56267 members 
Entering Unmasked Estep 
Score: -10890572.000000 Penalty: 5438.066895
	Iteration 42Q: 3 clusters Score -1.089057e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 56311 members 
Entering Unmasked Estep 
Score: -10890581.000000 Penalty: 5438.066895
	Iteration 43Q: 3 clusters Score -1.089058e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1393 members 
Mstep: Class 2 contains 56355 members 
Entering Unmasked Estep 
Score: -10890604.000000 Penalty: 5438.066895
	Iteration 44Q: 3 clusters Score -1.08906e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 56389 members 
Entering Unmasked Estep 
Score: -10890592.000000 Penalty: 5438.066895
	Iteration 45Q: 3 clusters Score -1.089059e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -10890569.000000 Penalty: 5438.066895
	Iteration 46Q: 3 clusters Score -1.089057e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 56438 members 
Entering Unmasked Estep 
Score: -10890577.000000 Penalty: 5438.066895
	Iteration 47Q: 3 clusters Score -1.089058e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 56462 members 
Entering Unmasked Estep 
Score: -10890583.000000 Penalty: 5438.066895
	Iteration 48Q: 3 clusters Score -1.089058e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1266 members 
Mstep: Class 2 contains 56482 members 
Entering Unmasked Estep 
Score: -10890586.000000 Penalty: 5438.066895
	Iteration 49Q: 3 clusters Score -1.089059e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 56502 members 
Entering Unmasked Estep 
Score: -10890592.000000 Penalty: 5438.066895
	Iteration 50Q: 3 clusters Score -1.089059e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -10890604.000000 Penalty: 5438.066895
	Iteration 51Q: 3 clusters Score -1.08906e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 56532 members 
Entering Unmasked Estep 
Score: -10890606.000000 Penalty: 5438.066895
	Iteration 52Q: 3 clusters Score -1.089061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 56542 members 
Entering Unmasked Estep 
Score: -10890619.000000 Penalty: 5438.066895
	Iteration 53Q: 3 clusters Score -1.089062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 56551 members 
Entering Unmasked Estep 
Score: -10890609.000000 Penalty: 5438.066895
	Iteration 54Q: 3 clusters Score -1.089061e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 56560 members 
Entering Unmasked Estep 
Score: -10890607.000000 Penalty: 5438.066895
	Iteration 55Q: 3 clusters Score -1.089061e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -10890614.000000 Penalty: 5438.066895
	Iteration 56Q: 3 clusters Score -1.089061e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 56578 members 
Entering Unmasked Estep 
Score: -10890618.000000 Penalty: 5438.066895
	Iteration 57Q: 3 clusters Score -1.089062e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 56587 members 
Entering Unmasked Estep 
Score: -10890632.000000 Penalty: 5438.066895
	Iteration 58Q: 3 clusters Score -1.089063e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 56595 members 
Entering Unmasked Estep 
Score: -10890630.000000 Penalty: 5438.066895
	Iteration 59Q: 3 clusters Score -1.089063e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 56603 members 
Entering Unmasked Estep 
Score: -10890616.000000 Penalty: 5438.066895
	Iteration 60F: 3 clusters Score -1.089062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 56607 members 
Entering Unmasked Estep 
Score: -10890618.000000 Penalty: 5438.066895
	Iteration 61Q: 3 clusters Score -1.089062e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 56613 members 
Entering Unmasked Estep 
Score: -10890616.000000 Penalty: 5438.066895
	Iteration 62Q: 3 clusters Score -1.089062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 56617 members 
Entering Unmasked Estep 
Score: -10890621.000000 Penalty: 5438.066895
	Iteration 63Q: 3 clusters Score -1.089062e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 56620 members 
Entering Unmasked Estep 
Score: -10890623.000000 Penalty: 5438.066895
	Iteration 64Q: 3 clusters Score -1.089062e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -10890616.000000 Penalty: 5438.066895
	Iteration 65Q: 3 clusters Score -1.089062e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -10890619.000000 Penalty: 5438.066895
	Iteration 66Q: 3 clusters Score -1.089062e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 56624 members 
Entering Unmasked Estep 
Score: -10890619.000000 Penalty: 5438.066895
	Iteration 67F: 3 clusters Score -1.089062e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17565 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17565 members 
Entering Unmasked Estep 
Score: -3311613.750000 Penalty: 2423.868652
	Iteration 0F: 2 clusters Score -3311614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8816 members 
Mstep: Class 2 contains 8749 members 
Entering Unmasked Estep 
Score: -3299054.750000 Penalty: 4847.737305
	Iteration 0F: 3 clusters Score -3299055 nChanged 7732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -3303182.000000 Penalty: 4847.737305
	Iteration 1F: 3 clusters Score -3303182 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 8972 members 
Entering Unmasked Estep 
Score: -3303526.500000 Penalty: 4847.737305
	Iteration 2F: 3 clusters Score -3303526 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8345 members 
Mstep: Class 2 contains 9220 members 
Entering Unmasked Estep 
Score: -3303820.250000 Penalty: 4847.737305
	Iteration 3Q: 3 clusters Score -3303820 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 9504 members 
Entering Unmasked Estep 
Score: -3304075.250000 Penalty: 4847.737305
	Iteration 4Q: 3 clusters Score -3304075 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7724 members 
Mstep: Class 2 contains 9841 members 
Entering Unmasked Estep 
Score: -3304356.750000 Penalty: 4847.737305
	Iteration 5Q: 3 clusters Score -3304357 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -3304701.000000 Penalty: 4847.737305
	Iteration 6Q: 3 clusters Score -3304701 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6791 members 
Mstep: Class 2 contains 10774 members 
Entering Unmasked Estep 
Score: -3305130.500000 Penalty: 4847.737305
	Iteration 7Q: 3 clusters Score -3305130 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6234 members 
Mstep: Class 2 contains 11331 members 
Entering Unmasked Estep 
Score: -3305583.250000 Penalty: 4847.737305
	Iteration 8Q: 3 clusters Score -3305583 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5604 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -3306058.750000 Penalty: 4847.737305
	Iteration 9Q: 3 clusters Score -3306059 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 12607 members 
Entering Unmasked Estep 
Score: -3306526.750000 Penalty: 4847.737305
	Iteration 10Q: 3 clusters Score -3306527 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4339 members 
Mstep: Class 2 contains 13226 members 
Entering Unmasked Estep 
Score: -3306916.750000 Penalty: 4847.737305
	Iteration 11Q: 3 clusters Score -3306917 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 13743 members 
Entering Unmasked Estep 
Score: -3307243.250000 Penalty: 4847.737305
	Iteration 12Q: 3 clusters Score -3307243 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3307559.500000 Penalty: 4847.737305
	Iteration 13Q: 3 clusters Score -3307560 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2803 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -3307868.250000 Penalty: 4847.737305
	Iteration 14Q: 3 clusters Score -3307868 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2358 members 
Mstep: Class 2 contains 15207 members 
Entering Unmasked Estep 
Score: -3308153.250000 Penalty: 4847.737305
	Iteration 15Q: 3 clusters Score -3308153 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 15591 members 
Entering Unmasked Estep 
Score: -3308432.750000 Penalty: 4847.737305
	Iteration 16Q: 3 clusters Score -3308433 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1645 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -3308653.500000 Penalty: 4847.737305
	Iteration 17Q: 3 clusters Score -3308654 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1380 members 
Mstep: Class 2 contains 16185 members 
Entering Unmasked Estep 
Score: -3308864.750000 Penalty: 4847.737305
	Iteration 18Q: 3 clusters Score -3308865 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -3309036.250000 Penalty: 4847.737305
	Iteration 19Q: 3 clusters Score -3309036 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 16606 members 
Entering Unmasked Estep 
Score: -3309173.000000 Penalty: 4847.737305
	Iteration 20F: 3 clusters Score -3309173 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -3309277.250000 Penalty: 4847.737305
	Iteration 21Q: 3 clusters Score -3309277 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 16819 members 
Entering Unmasked Estep 
Score: -3309350.000000 Penalty: 4847.737305
	Iteration 22Q: 3 clusters Score -3309350 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3309393.250000 Penalty: 4847.737305
	Iteration 23Q: 3 clusters Score -3309393 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -3309427.500000 Penalty: 4847.737305
	Iteration 24Q: 3 clusters Score -3309428 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 16963 members 
Entering Unmasked Estep 
Score: -3309454.500000 Penalty: 4847.737305
	Iteration 25Q: 3 clusters Score -3309454 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -3309476.000000 Penalty: 4847.737305
	Iteration 26Q: 3 clusters Score -3309476 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 17018 members 
Entering Unmasked Estep 
Score: -3309496.250000 Penalty: 4847.737305
	Iteration 27Q: 3 clusters Score -3309496 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 17034 members 
Entering Unmasked Estep 
Score: -3309507.000000 Penalty: 4847.737305
	Iteration 28Q: 3 clusters Score -3309507 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
Score: -3309515.750000 Penalty: 4847.737305
	Iteration 29Q: 3 clusters Score -3309516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 17058 members 
Entering Unmasked Estep 
Score: -3309524.750000 Penalty: 4847.737305
	Iteration 30Q: 3 clusters Score -3309525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 17068 members 
Entering Unmasked Estep 
Score: -3309539.500000 Penalty: 4847.737305
	Iteration 31Q: 3 clusters Score -3309540 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 17074 members 
Entering Unmasked Estep 
Score: -3309540.750000 Penalty: 4847.737305
	Iteration 32Q: 3 clusters Score -3309541 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -3309548.000000 Penalty: 4847.737305
	Iteration 33Q: 3 clusters Score -3309548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 17085 members 
Entering Unmasked Estep 
Score: -3309553.500000 Penalty: 4847.737305
	Iteration 34Q: 3 clusters Score -3309554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 17090 members 
Entering Unmasked Estep 
Score: -3309553.000000 Penalty: 4847.737305
	Iteration 35Q: 3 clusters Score -3309553 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 17094 members 
Entering Unmasked Estep 
Score: -3309561.000000 Penalty: 4847.737305
	Iteration 36Q: 3 clusters Score -3309561 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 17095 members 
Entering Unmasked Estep 
Score: -3309562.000000 Penalty: 4847.737305
	Iteration 37Q: 3 clusters Score -3309562 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 17097 members 
Entering Unmasked Estep 
Score: -3309563.500000 Penalty: 4847.737305
	Iteration 38Q: 3 clusters Score -3309564 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3309562.500000 Penalty: 4847.737305
	Iteration 39Q: 3 clusters Score -3309562 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 17098 members 
Entering Unmasked Estep 
Score: -3309562.500000 Penalty: 4847.737305
	Iteration 40F: 3 clusters Score -3309562 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (31589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Entering Unmasked Estep 
Score: -6055780.500000 Penalty: 2569.419922
	Iteration 0F: 2 clusters Score -6055780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15909 members 
Mstep: Class 2 contains 15680 members 
Entering Unmasked Estep 
Score: -6035180.000000 Penalty: 5138.839844
	Iteration 0F: 3 clusters Score -6035180 nChanged 14375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 14727 members 
Entering Unmasked Estep 
Score: -6043187.000000 Penalty: 5138.839844
	Iteration 1F: 3 clusters Score -6043187 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17425 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -6043743.500000 Penalty: 5138.839844
	Iteration 2Q: 3 clusters Score -6043744 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18125 members 
Mstep: Class 2 contains 13464 members 
Entering Unmasked Estep 
Score: -6044285.000000 Penalty: 5138.839844
	Iteration 3Q: 3 clusters Score -6044285 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19021 members 
Mstep: Class 2 contains 12568 members 
Entering Unmasked Estep 
Score: -6044895.000000 Penalty: 5138.839844
	Iteration 4Q: 3 clusters Score -6044895 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20177 members 
Mstep: Class 2 contains 11412 members 
Entering Unmasked Estep 
Score: -6045612.500000 Penalty: 5138.839844
	Iteration 5Q: 3 clusters Score -6045612 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21611 members 
Mstep: Class 2 contains 9978 members 
Entering Unmasked Estep 
Score: -6046519.500000 Penalty: 5138.839844
	Iteration 6F: 3 clusters Score -6046520 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23266 members 
Mstep: Class 2 contains 8323 members 
Entering Unmasked Estep 
Score: -6047641.500000 Penalty: 5138.839844
	Iteration 7F: 3 clusters Score -6047642 nChanged 1904
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25096 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -6048949.500000 Penalty: 5138.839844
	Iteration 8F: 3 clusters Score -6048950 nChanged 1796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26850 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -6050277.000000 Penalty: 5138.839844
	Iteration 9F: 3 clusters Score -6050277 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28342 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -6051424.500000 Penalty: 5138.839844
	Iteration 10Q: 3 clusters Score -6051424 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -6052213.000000 Penalty: 5138.839844
	Iteration 11Q: 3 clusters Score -6052213 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -6052768.000000 Penalty: 5138.839844
	Iteration 12Q: 3 clusters Score -6052768 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30595 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6053065.000000 Penalty: 5138.839844
	Iteration 13Q: 3 clusters Score -6053065 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30833 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -6053263.500000 Penalty: 5138.839844
	Iteration 14Q: 3 clusters Score -6053264 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30959 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -6053371.500000 Penalty: 5138.839844
	Iteration 15Q: 3 clusters Score -6053372 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -6053443.000000 Penalty: 5138.839844
	Iteration 16Q: 3 clusters Score -6053443 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31074 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -6053478.000000 Penalty: 5138.839844
	Iteration 17Q: 3 clusters Score -6053478 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31099 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -6053497.000000 Penalty: 5138.839844
	Iteration 18Q: 3 clusters Score -6053497 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31118 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -6053511.000000 Penalty: 5138.839844
	Iteration 19Q: 3 clusters Score -6053511 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31130 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -6053524.500000 Penalty: 5138.839844
	Iteration 20F: 3 clusters Score -6053524 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -6053531.000000 Penalty: 5138.839844
	Iteration 21Q: 3 clusters Score -6053531 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31148 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -6053540.000000 Penalty: 5138.839844
	Iteration 22Q: 3 clusters Score -6053540 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31156 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -6053537.500000 Penalty: 5138.839844
	Iteration 23Q: 3 clusters Score -6053538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31161 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -6053543.500000 Penalty: 5138.839844
	Iteration 24Q: 3 clusters Score -6053544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6053544.500000 Penalty: 5138.839844
	Iteration 25Q: 3 clusters Score -6053544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6053549.500000 Penalty: 5138.839844
	Iteration 26Q: 3 clusters Score -6053550 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31164 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6053549.500000 Penalty: 5138.839844
	Iteration 27F: 3 clusters Score -6053550 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60387 members 
Entering Unmasked Estep 
Score: -10935366.000000 Penalty: 2730.115234
	Iteration 0F: 2 clusters Score -1.093537e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 30224 members 
Entering Unmasked Estep 
Score: -10896371.000000 Penalty: 5460.230469
	Iteration 0F: 3 clusters Score -1.089637e+07 nChanged 28080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 30802 members 
Entering Unmasked Estep 
Score: -10912002.000000 Penalty: 5460.230469
	Iteration 1F: 3 clusters Score -1.0912e+07 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29377 members 
Mstep: Class 2 contains 31010 members 
Entering Unmasked Estep 
Score: -10912443.000000 Penalty: 5460.230469
	Iteration 2Q: 3 clusters Score -1.091244e+07 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29074 members 
Mstep: Class 2 contains 31313 members 
Entering Unmasked Estep 
Score: -10912919.000000 Penalty: 5460.230469
	Iteration 3Q: 3 clusters Score -1.091292e+07 nChanged 1852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28616 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -10913349.000000 Penalty: 5460.230469
	Iteration 4Q: 3 clusters Score -1.091335e+07 nChanged 1903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27961 members 
Mstep: Class 2 contains 32426 members 
Entering Unmasked Estep 
Score: -10913873.000000 Penalty: 5460.230469
	Iteration 5Q: 3 clusters Score -1.091387e+07 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27004 members 
Mstep: Class 2 contains 33383 members 
Entering Unmasked Estep 
Score: -10914461.000000 Penalty: 5460.230469
	Iteration 6Q: 3 clusters Score -1.091446e+07 nChanged 2244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25598 members 
Mstep: Class 2 contains 34789 members 
Entering Unmasked Estep 
Score: -10915329.000000 Penalty: 5460.230469
	Iteration 7Q: 3 clusters Score -1.091533e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 36733 members 
Entering Unmasked Estep 
Score: -10916468.000000 Penalty: 5460.230469
	Iteration 8Q: 3 clusters Score -1.091647e+07 nChanged 2968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 39279 members 
Entering Unmasked Estep 
Score: -10918277.000000 Penalty: 5460.230469
	Iteration 9Q: 3 clusters Score -1.091828e+07 nChanged 3446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18008 members 
Mstep: Class 2 contains 42379 members 
Entering Unmasked Estep 
Score: -10920687.000000 Penalty: 5460.230469
	Iteration 10F: 3 clusters Score -1.092069e+07 nChanged 3636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14674 members 
Mstep: Class 2 contains 45713 members 
Entering Unmasked Estep 
Score: -10923419.000000 Penalty: 5460.230469
	Iteration 11F: 3 clusters Score -1.092342e+07 nChanged 3277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11625 members 
Mstep: Class 2 contains 48762 members 
Entering Unmasked Estep 
Score: -10925859.000000 Penalty: 5460.230469
	Iteration 12F: 3 clusters Score -1.092586e+07 nChanged 2612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9199 members 
Mstep: Class 2 contains 51188 members 
Entering Unmasked Estep 
Score: -10927768.000000 Penalty: 5460.230469
	Iteration 13Q: 3 clusters Score -1.092777e+07 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 53139 members 
Entering Unmasked Estep 
Score: -10929152.000000 Penalty: 5460.230469
	Iteration 14Q: 3 clusters Score -1.092915e+07 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5689 members 
Mstep: Class 2 contains 54698 members 
Entering Unmasked Estep 
Score: -10930172.000000 Penalty: 5460.230469
	Iteration 15Q: 3 clusters Score -1.093017e+07 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 55914 members 
Entering Unmasked Estep 
Score: -10931071.000000 Penalty: 5460.230469
	Iteration 16Q: 3 clusters Score -1.093107e+07 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3556 members 
Mstep: Class 2 contains 56831 members 
Entering Unmasked Estep 
Score: -10931688.000000 Penalty: 5460.230469
	Iteration 17Q: 3 clusters Score -1.093169e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 57498 members 
Entering Unmasked Estep 
Score: -10932098.000000 Penalty: 5460.230469
	Iteration 18Q: 3 clusters Score -1.09321e+07 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 58007 members 
Entering Unmasked Estep 
Score: -10932442.000000 Penalty: 5460.230469
	Iteration 19Q: 3 clusters Score -1.093244e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 58394 members 
Entering Unmasked Estep 
Score: -10932676.000000 Penalty: 5460.230469
	Iteration 20F: 3 clusters Score -1.093268e+07 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 58665 members 
Entering Unmasked Estep 
Score: -10932843.000000 Penalty: 5460.230469
	Iteration 21Q: 3 clusters Score -1.093284e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 58858 members 
Entering Unmasked Estep 
Score: -10932942.000000 Penalty: 5460.230469
	Iteration 22Q: 3 clusters Score -1.093294e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 59011 members 
Entering Unmasked Estep 
Score: -10932998.000000 Penalty: 5460.230469
	Iteration 23Q: 3 clusters Score -1.0933e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 59140 members 
Entering Unmasked Estep 
Score: -10933061.000000 Penalty: 5460.230469
	Iteration 24Q: 3 clusters Score -1.093306e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 59230 members 
Entering Unmasked Estep 
Score: -10933116.000000 Penalty: 5460.230469
	Iteration 25Q: 3 clusters Score -1.093312e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 59304 members 
Entering Unmasked Estep 
Score: -10933152.000000 Penalty: 5460.230469
	Iteration 26Q: 3 clusters Score -1.093315e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 59351 members 
Entering Unmasked Estep 
Score: -10933147.000000 Penalty: 5460.230469
	Iteration 27Q: 3 clusters Score -1.093315e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 59401 members 
Entering Unmasked Estep 
Score: -10933168.000000 Penalty: 5460.230469
	Iteration 28Q: 3 clusters Score -1.093317e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 59443 members 
Entering Unmasked Estep 
Score: -10933192.000000 Penalty: 5460.230469
	Iteration 29Q: 3 clusters Score -1.093319e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -10933204.000000 Penalty: 5460.230469
	Iteration 30Q: 3 clusters Score -1.09332e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 59527 members 
Entering Unmasked Estep 
Score: -10933241.000000 Penalty: 5460.230469
	Iteration 31Q: 3 clusters Score -1.093324e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 59545 members 
Entering Unmasked Estep 
Score: -10933261.000000 Penalty: 5460.230469
	Iteration 32Q: 3 clusters Score -1.093326e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 59570 members 
Entering Unmasked Estep 
Score: -10933264.000000 Penalty: 5460.230469
	Iteration 33Q: 3 clusters Score -1.093326e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 59586 members 
Entering Unmasked Estep 
Score: -10933271.000000 Penalty: 5460.230469
	Iteration 34Q: 3 clusters Score -1.093327e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 59595 members 
Entering Unmasked Estep 
Score: -10933270.000000 Penalty: 5460.230469
	Iteration 35Q: 3 clusters Score -1.093327e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 59607 members 
Entering Unmasked Estep 
Score: -10933267.000000 Penalty: 5460.230469
	Iteration 36Q: 3 clusters Score -1.093327e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 59617 members 
Entering Unmasked Estep 
Score: -10933281.000000 Penalty: 5460.230469
	Iteration 37Q: 3 clusters Score -1.093328e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 59626 members 
Entering Unmasked Estep 
Score: -10933281.000000 Penalty: 5460.230469
	Iteration 38Q: 3 clusters Score -1.093328e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 59631 members 
Entering Unmasked Estep 
Score: -10933290.000000 Penalty: 5460.230469
	Iteration 39Q: 3 clusters Score -1.093329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 59632 members 
Entering Unmasked Estep 
Score: -10933294.000000 Penalty: 5460.230469
	Iteration 40F: 3 clusters Score -1.093329e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 59634 members 
Entering Unmasked Estep 
Score: -10933285.000000 Penalty: 5460.230469
	Iteration 41Q: 3 clusters Score -1.093328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 59635 members 
Entering Unmasked Estep 
Score: -10933302.000000 Penalty: 5460.230469
	Iteration 42Q: 3 clusters Score -1.09333e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 59641 members 
Entering Unmasked Estep 
Score: -10933298.000000 Penalty: 5460.230469
	Iteration 43Q: 3 clusters Score -1.09333e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 59646 members 
Entering Unmasked Estep 
Score: -10933309.000000 Penalty: 5460.230469
	Iteration 44Q: 3 clusters Score -1.093331e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 59656 members 
Entering Unmasked Estep 
Score: -10933299.000000 Penalty: 5460.230469
	Iteration 45Q: 3 clusters Score -1.09333e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 59661 members 
Entering Unmasked Estep 
Score: -10933293.000000 Penalty: 5460.230469
	Iteration 46Q: 3 clusters Score -1.093329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 59667 members 
Entering Unmasked Estep 
Score: -10933294.000000 Penalty: 5460.230469
	Iteration 47Q: 3 clusters Score -1.093329e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 59672 members 
Entering Unmasked Estep 
Score: -10933293.000000 Penalty: 5460.230469
	Iteration 48Q: 3 clusters Score -1.093329e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 59678 members 
Entering Unmasked Estep 
Score: -10933284.000000 Penalty: 5460.230469
	Iteration 49Q: 3 clusters Score -1.093328e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 59681 members 
Entering Unmasked Estep 
Score: -10933284.000000 Penalty: 5460.230469
	Iteration 50Q: 3 clusters Score -1.093328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 59685 members 
Entering Unmasked Estep 
Score: -10933284.000000 Penalty: 5460.230469
	Iteration 51Q: 3 clusters Score -1.093328e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -10933280.000000 Penalty: 5460.230469
	Iteration 52Q: 3 clusters Score -1.093328e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -10933282.000000 Penalty: 5460.230469
	Iteration 53Q: 3 clusters Score -1.093328e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 59692 members 
Entering Unmasked Estep 
Score: -10933287.000000 Penalty: 5460.230469
	Iteration 54Q: 3 clusters Score -1.093329e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -10933285.000000 Penalty: 5460.230469
	Iteration 55Q: 3 clusters Score -1.093328e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 59691 members 
Entering Unmasked Estep 
Score: -10933285.000000 Penalty: 5460.230469
	Iteration 56F: 3 clusters Score -1.093328e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (514 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Entering Unmasked Estep 
Score: -93089.429688 Penalty: 1548.071411
	Iteration 0F: 2 clusters Score -93089.43 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -91617.484375 Penalty: 3096.142822
	Iteration 0F: 3 clusters Score -91617.48 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -91810.414062 Penalty: 3096.142822
	Iteration 1F: 3 clusters Score -91810.41 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -91888.562500 Penalty: 3096.142822
	Iteration 2F: 3 clusters Score -91888.56 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -91923.890625 Penalty: 3096.142822
	Iteration 3Q: 3 clusters Score -91923.89 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -92002.546875 Penalty: 3096.142822
	Iteration 4Q: 3 clusters Score -92002.55 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 198 members 
Entering Unmasked Estep 
Score: -92040.398438 Penalty: 3096.142822
	Iteration 5Q: 3 clusters Score -92040.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -92098.382812 Penalty: 3096.142822
	Iteration 6Q: 3 clusters Score -92098.38 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -92193.718750 Penalty: 3096.142822
	Iteration 7Q: 3 clusters Score -92193.72 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -92285.945312 Penalty: 3096.142822
	Iteration 8Q: 3 clusters Score -92285.95 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -92356.265625 Penalty: 3096.142822
	Iteration 9Q: 3 clusters Score -92356.27 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 129 members 
Entering Unmasked Estep 
Score: -92392.648438 Penalty: 3096.142822
	Iteration 10Q: 3 clusters Score -92392.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -92406.835938 Penalty: 3096.142822
	Iteration 11Q: 3 clusters Score -92406.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -92410.945312 Penalty: 3096.142822
	Iteration 12Q: 3 clusters Score -92410.95 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -92412.390625 Penalty: 3096.142822
	Iteration 13Q: 3 clusters Score -92412.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 122 members 
Entering Unmasked Estep 
Score: -92424.335938 Penalty: 3096.142822
	Iteration 14F: 3 clusters Score -92424.34 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 125 members 
Entering Unmasked Estep 
Score: -92483.804688 Penalty: 3096.142822
	Iteration 15Q: 3 clusters Score -92483.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 123 members 
Entering Unmasked Estep 
Score: -92504.750000 Penalty: 3096.142822
	Iteration 16Q: 3 clusters Score -92504.75 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -92508.585938 Penalty: 3096.142822
	Iteration 17Q: 3 clusters Score -92508.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -92508.585938 Penalty: 3096.142822
	Iteration 18F: 3 clusters Score -92508.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (30144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Entering Unmasked Estep 
Score: -6059951.500000 Penalty: 2557.807617
	Iteration 0F: 2 clusters Score -6059952 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -6042404.000000 Penalty: 5115.615234
	Iteration 0F: 3 clusters Score -6042404 nChanged 13554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15156 members 
Mstep: Class 2 contains 14988 members 
Entering Unmasked Estep 
Score: -6049780.500000 Penalty: 5115.615234
	Iteration 1F: 3 clusters Score -6049780 nChanged 1483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15175 members 
Mstep: Class 2 contains 14969 members 
Entering Unmasked Estep 
Score: -6050248.000000 Penalty: 5115.615234
	Iteration 2Q: 3 clusters Score -6050248 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15214 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -6050667.500000 Penalty: 5115.615234
	Iteration 3Q: 3 clusters Score -6050668 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15292 members 
Mstep: Class 2 contains 14852 members 
Entering Unmasked Estep 
Score: -6051076.000000 Penalty: 5115.615234
	Iteration 4Q: 3 clusters Score -6051076 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15459 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -6051555.500000 Penalty: 5115.615234
	Iteration 5Q: 3 clusters Score -6051556 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15788 members 
Mstep: Class 2 contains 14356 members 
Entering Unmasked Estep 
Score: -6052098.500000 Penalty: 5115.615234
	Iteration 6Q: 3 clusters Score -6052098 nChanged 1428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16290 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -6052888.500000 Penalty: 5115.615234
	Iteration 7Q: 3 clusters Score -6052888 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -6054082.500000 Penalty: 5115.615234
	Iteration 8F: 3 clusters Score -6054082 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 12144 members 
Entering Unmasked Estep 
Score: -6055833.000000 Penalty: 5115.615234
	Iteration 9F: 3 clusters Score -6055833 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18890 members 
Mstep: Class 2 contains 11254 members 
Entering Unmasked Estep 
Score: -6057768.000000 Penalty: 5115.615234
	Iteration 10F: 3 clusters Score -6057768 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -6059041.500000 Penalty: 5115.615234
	Iteration 11F: 3 clusters Score -6059042 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19949 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -6059631.000000 Penalty: 5115.615234
	Iteration 12Q: 3 clusters Score -6059631 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20238 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -6059927.500000 Penalty: 5115.615234
	Iteration 13Q: 3 clusters Score -6059928 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20476 members 
Mstep: Class 2 contains 9668 members 
Entering Unmasked Estep 
Score: -6060052.000000 Penalty: 5115.615234
	Iteration 14Q: 3 clusters Score -6060052 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 9498 members 
Entering Unmasked Estep 
Score: -6060139.500000 Penalty: 5115.615234
	Iteration 15Q: 3 clusters Score -6060140 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20823 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -6060184.000000 Penalty: 5115.615234
	Iteration 16Q: 3 clusters Score -6060184 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20982 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -6060234.500000 Penalty: 5115.615234
	Iteration 17Q: 3 clusters Score -6060234 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 9009 members 
Entering Unmasked Estep 
Score: -6060266.500000 Penalty: 5115.615234
	Iteration 18Q: 3 clusters Score -6060266 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21281 members 
Mstep: Class 2 contains 8863 members 
Entering Unmasked Estep 
Score: -6060284.000000 Penalty: 5115.615234
	Iteration 19Q: 3 clusters Score -6060284 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21428 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -6060287.000000 Penalty: 5115.615234
	Iteration 20F: 3 clusters Score -6060287 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 8589 members 
Entering Unmasked Estep 
Score: -6060275.000000 Penalty: 5115.615234
	Iteration 21Q: 3 clusters Score -6060275 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21699 members 
Mstep: Class 2 contains 8445 members 
Entering Unmasked Estep 
Score: -6060297.000000 Penalty: 5115.615234
	Iteration 22Q: 3 clusters Score -6060297 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21829 members 
Mstep: Class 2 contains 8315 members 
Entering Unmasked Estep 
Score: -6060278.500000 Penalty: 5115.615234
	Iteration 23Q: 3 clusters Score -6060278 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21941 members 
Mstep: Class 2 contains 8203 members 
Entering Unmasked Estep 
Score: -6060281.500000 Penalty: 5115.615234
	Iteration 24Q: 3 clusters Score -6060282 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22054 members 
Mstep: Class 2 contains 8090 members 
Entering Unmasked Estep 
Score: -6060261.000000 Penalty: 5115.615234
	Iteration 25Q: 3 clusters Score -6060261 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22162 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -6060272.000000 Penalty: 5115.615234
	Iteration 26Q: 3 clusters Score -6060272 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22261 members 
Mstep: Class 2 contains 7883 members 
Entering Unmasked Estep 
Score: -6060267.500000 Penalty: 5115.615234
	Iteration 27Q: 3 clusters Score -6060268 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22353 members 
Mstep: Class 2 contains 7791 members 
Entering Unmasked Estep 
Score: -6060270.000000 Penalty: 5115.615234
	Iteration 28Q: 3 clusters Score -6060270 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22445 members 
Mstep: Class 2 contains 7699 members 
Entering Unmasked Estep 
Score: -6060259.500000 Penalty: 5115.615234
	Iteration 29Q: 3 clusters Score -6060260 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22528 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -6060234.500000 Penalty: 5115.615234
	Iteration 30Q: 3 clusters Score -6060234 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22598 members 
Mstep: Class 2 contains 7546 members 
Entering Unmasked Estep 
Score: -6060225.500000 Penalty: 5115.615234
	Iteration 31Q: 3 clusters Score -6060226 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22678 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -6060219.000000 Penalty: 5115.615234
	Iteration 32Q: 3 clusters Score -6060219 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22753 members 
Mstep: Class 2 contains 7391 members 
Entering Unmasked Estep 
Score: -6060221.000000 Penalty: 5115.615234
	Iteration 33Q: 3 clusters Score -6060221 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22845 members 
Mstep: Class 2 contains 7299 members 
Entering Unmasked Estep 
Score: -6060214.000000 Penalty: 5115.615234
	Iteration 34Q: 3 clusters Score -6060214 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -6060196.000000 Penalty: 5115.615234
	Iteration 35Q: 3 clusters Score -6060196 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23051 members 
Mstep: Class 2 contains 7093 members 
Entering Unmasked Estep 
Score: -6060179.500000 Penalty: 5115.615234
	Iteration 36Q: 3 clusters Score -6060180 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 6971 members 
Entering Unmasked Estep 
Score: -6060160.000000 Penalty: 5115.615234
	Iteration 37Q: 3 clusters Score -6060160 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23306 members 
Mstep: Class 2 contains 6838 members 
Entering Unmasked Estep 
Score: -6060140.500000 Penalty: 5115.615234
	Iteration 38Q: 3 clusters Score -6060140 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 6688 members 
Entering Unmasked Estep 
Score: -6060134.500000 Penalty: 5115.615234
	Iteration 39Q: 3 clusters Score -6060134 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23589 members 
Mstep: Class 2 contains 6555 members 
Entering Unmasked Estep 
Score: -6060113.000000 Penalty: 5115.615234
	Iteration 40F: 3 clusters Score -6060113 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23711 members 
Mstep: Class 2 contains 6433 members 
Entering Unmasked Estep 
Score: -6060105.500000 Penalty: 5115.615234
	Iteration 41Q: 3 clusters Score -6060106 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23849 members 
Mstep: Class 2 contains 6295 members 
Entering Unmasked Estep 
Score: -6060102.000000 Penalty: 5115.615234
	Iteration 42Q: 3 clusters Score -6060102 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23979 members 
Mstep: Class 2 contains 6165 members 
Entering Unmasked Estep 
Score: -6060067.500000 Penalty: 5115.615234
	Iteration 43Q: 3 clusters Score -6060068 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -6060039.500000 Penalty: 5115.615234
	Iteration 44Q: 3 clusters Score -6060040 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24220 members 
Mstep: Class 2 contains 5924 members 
Entering Unmasked Estep 
Score: -6060030.500000 Penalty: 5115.615234
	Iteration 45Q: 3 clusters Score -6060030 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24345 members 
Mstep: Class 2 contains 5799 members 
Entering Unmasked Estep 
Score: -6060008.000000 Penalty: 5115.615234
	Iteration 46Q: 3 clusters Score -6060008 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24446 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -6060001.000000 Penalty: 5115.615234
	Iteration 47Q: 3 clusters Score -6060001 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -6059972.000000 Penalty: 5115.615234
	Iteration 48Q: 3 clusters Score -6059972 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 5486 members 
Entering Unmasked Estep 
Score: -6059955.500000 Penalty: 5115.615234
	Iteration 49Q: 3 clusters Score -6059956 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24747 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -6059942.000000 Penalty: 5115.615234
	Iteration 50Q: 3 clusters Score -6059942 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -6059946.000000 Penalty: 5115.615234
	Iteration 51Q: 3 clusters Score -6059946 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24894 members 
Mstep: Class 2 contains 5250 members 
Entering Unmasked Estep 
Score: -6059933.000000 Penalty: 5115.615234
	Iteration 52Q: 3 clusters Score -6059933 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24977 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -6059934.000000 Penalty: 5115.615234
	Iteration 53Q: 3 clusters Score -6059934 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25058 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -6059929.500000 Penalty: 5115.615234
	Iteration 54Q: 3 clusters Score -6059930 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 5005 members 
Entering Unmasked Estep 
Score: -6059908.000000 Penalty: 5115.615234
	Iteration 55Q: 3 clusters Score -6059908 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25209 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -6059884.000000 Penalty: 5115.615234
	Iteration 56Q: 3 clusters Score -6059884 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25285 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -6059878.500000 Penalty: 5115.615234
	Iteration 57Q: 3 clusters Score -6059878 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25356 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -6059846.000000 Penalty: 5115.615234
	Iteration 58Q: 3 clusters Score -6059846 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25439 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -6059818.000000 Penalty: 5115.615234
	Iteration 59Q: 3 clusters Score -6059818 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -6059794.500000 Penalty: 5115.615234
	Iteration 60F: 3 clusters Score -6059794 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25599 members 
Mstep: Class 2 contains 4545 members 
Entering Unmasked Estep 
Score: -6059802.000000 Penalty: 5115.615234
	Iteration 61Q: 3 clusters Score -6059802 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25688 members 
Mstep: Class 2 contains 4456 members 
Entering Unmasked Estep 
Score: -6059793.000000 Penalty: 5115.615234
	Iteration 62Q: 3 clusters Score -6059793 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25795 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -6059759.500000 Penalty: 5115.615234
	Iteration 63Q: 3 clusters Score -6059760 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25903 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -6059732.500000 Penalty: 5115.615234
	Iteration 64Q: 3 clusters Score -6059732 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -6059726.000000 Penalty: 5115.615234
	Iteration 65Q: 3 clusters Score -6059726 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26183 members 
Mstep: Class 2 contains 3961 members 
Entering Unmasked Estep 
Score: -6059681.000000 Penalty: 5115.615234
	Iteration 66Q: 3 clusters Score -6059681 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26350 members 
Mstep: Class 2 contains 3794 members 
Entering Unmasked Estep 
Score: -6059619.500000 Penalty: 5115.615234
	Iteration 67Q: 3 clusters Score -6059620 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26500 members 
Mstep: Class 2 contains 3644 members 
Entering Unmasked Estep 
Score: -6059571.000000 Penalty: 5115.615234
	Iteration 68Q: 3 clusters Score -6059571 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26663 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -6059516.500000 Penalty: 5115.615234
	Iteration 69Q: 3 clusters Score -6059516 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26832 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -6059466.500000 Penalty: 5115.615234
	Iteration 70Q: 3 clusters Score -6059466 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26990 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -6059398.000000 Penalty: 5115.615234
	Iteration 71Q: 3 clusters Score -6059398 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -6059375.500000 Penalty: 5115.615234
	Iteration 72Q: 3 clusters Score -6059376 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27278 members 
Mstep: Class 2 contains 2866 members 
Entering Unmasked Estep 
Score: -6059309.000000 Penalty: 5115.615234
	Iteration 73Q: 3 clusters Score -6059309 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -6059269.500000 Penalty: 5115.615234
	Iteration 74Q: 3 clusters Score -6059270 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27533 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -6059199.000000 Penalty: 5115.615234
	Iteration 75Q: 3 clusters Score -6059199 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 2482 members 
Entering Unmasked Estep 
Score: -6059166.500000 Penalty: 5115.615234
	Iteration 76Q: 3 clusters Score -6059166 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -6059140.500000 Penalty: 5115.615234
	Iteration 77Q: 3 clusters Score -6059140 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27928 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -6059055.500000 Penalty: 5115.615234
	Iteration 78Q: 3 clusters Score -6059056 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28059 members 
Mstep: Class 2 contains 2085 members 
Entering Unmasked Estep 
Score: -6059014.500000 Penalty: 5115.615234
	Iteration 79Q: 3 clusters Score -6059014 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28181 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -6058927.500000 Penalty: 5115.615234
	Iteration 80F: 3 clusters Score -6058928 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28304 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -6058892.500000 Penalty: 5115.615234
	Iteration 81Q: 3 clusters Score -6058892 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -6058839.500000 Penalty: 5115.615234
	Iteration 82Q: 3 clusters Score -6058840 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28555 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -6058791.000000 Penalty: 5115.615234
	Iteration 83Q: 3 clusters Score -6058791 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28646 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -6058734.000000 Penalty: 5115.615234
	Iteration 84Q: 3 clusters Score -6058734 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28722 members 
Mstep: Class 2 contains 1422 members 
Entering Unmasked Estep 
Score: -6058691.500000 Penalty: 5115.615234
	Iteration 85Q: 3 clusters Score -6058692 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28794 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -6058639.500000 Penalty: 5115.615234
	Iteration 86Q: 3 clusters Score -6058640 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28858 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -6058600.500000 Penalty: 5115.615234
	Iteration 87Q: 3 clusters Score -6058600 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6058583.000000 Penalty: 5115.615234
	Iteration 88Q: 3 clusters Score -6058583 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28979 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -6058540.500000 Penalty: 5115.615234
	Iteration 89Q: 3 clusters Score -6058540 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29031 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -6058518.500000 Penalty: 5115.615234
	Iteration 90Q: 3 clusters Score -6058518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6058484.500000 Penalty: 5115.615234
	Iteration 91Q: 3 clusters Score -6058484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -6058471.500000 Penalty: 5115.615234
	Iteration 92Q: 3 clusters Score -6058472 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29159 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -6058453.000000 Penalty: 5115.615234
	Iteration 93Q: 3 clusters Score -6058453 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29198 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -6058451.000000 Penalty: 5115.615234
	Iteration 94Q: 3 clusters Score -6058451 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29229 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -6058443.000000 Penalty: 5115.615234
	Iteration 95Q: 3 clusters Score -6058443 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6058426.500000 Penalty: 5115.615234
	Iteration 96Q: 3 clusters Score -6058426 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -6058435.000000 Penalty: 5115.615234
	Iteration 97Q: 3 clusters Score -6058435 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29318 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -6058425.000000 Penalty: 5115.615234
	Iteration 98Q: 3 clusters Score -6058425 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29344 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -6058430.500000 Penalty: 5115.615234
	Iteration 99Q: 3 clusters Score -6058430 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29372 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -6058407.000000 Penalty: 5115.615234
	Iteration 100F: 3 clusters Score -6058407 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29389 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -6058402.000000 Penalty: 5115.615234
	Iteration 101Q: 3 clusters Score -6058402 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29403 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -6058400.000000 Penalty: 5115.615234
	Iteration 102Q: 3 clusters Score -6058400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6058395.000000 Penalty: 5115.615234
	Iteration 103Q: 3 clusters Score -6058395 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29418 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -6058396.500000 Penalty: 5115.615234
	Iteration 104Q: 3 clusters Score -6058396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29423 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6058393.000000 Penalty: 5115.615234
	Iteration 105Q: 3 clusters Score -6058393 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29426 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -6058396.500000 Penalty: 5115.615234
	Iteration 106Q: 3 clusters Score -6058396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29428 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6058399.500000 Penalty: 5115.615234
	Iteration 107Q: 3 clusters Score -6058400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6058392.500000 Penalty: 5115.615234
	Iteration 108Q: 3 clusters Score -6058392 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29431 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6058399.500000 Penalty: 5115.615234
	Iteration 109Q: 3 clusters Score -6058400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6058401.500000 Penalty: 5115.615234
	Iteration 110Q: 3 clusters Score -6058402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29437 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -6058398.500000 Penalty: 5115.615234
	Iteration 111Q: 3 clusters Score -6058398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6058393.000000 Penalty: 5115.615234
	Iteration 112Q: 3 clusters Score -6058393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29444 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6058393.000000 Penalty: 5115.615234
	Iteration 113Q: 3 clusters Score -6058393 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29448 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6058384.000000 Penalty: 5115.615234
	Iteration 114Q: 3 clusters Score -6058384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -6058387.500000 Penalty: 5115.615234
	Iteration 115Q: 3 clusters Score -6058388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -6058389.500000 Penalty: 5115.615234
	Iteration 116Q: 3 clusters Score -6058390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29458 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -6058390.000000 Penalty: 5115.615234
	Iteration 117Q: 3 clusters Score -6058390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29459 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -6058389.500000 Penalty: 5115.615234
	Iteration 118Q: 3 clusters Score -6058390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -6058391.500000 Penalty: 5115.615234
	Iteration 119Q: 3 clusters Score -6058392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29462 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -6058388.500000 Penalty: 5115.615234
	Iteration 120F: 3 clusters Score -6058388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (16591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 16591 members 
Entering Unmasked Estep 
Score: -3157383.000000 Penalty: 2409.720703
	Iteration 0F: 2 clusters Score -3157383 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8340 members 
Mstep: Class 2 contains 8251 members 
Entering Unmasked Estep 
Score: -3145427.750000 Penalty: 4819.441406
	Iteration 0F: 3 clusters Score -3145428 nChanged 7264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 8131 members 
Entering Unmasked Estep 
Score: -3149320.250000 Penalty: 4819.441406
	Iteration 1F: 3 clusters Score -3149320 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8587 members 
Mstep: Class 2 contains 8004 members 
Entering Unmasked Estep 
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	Iteration 2F: 3 clusters Score -3149589 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8732 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -3149821.000000 Penalty: 4819.441406
	Iteration 3Q: 3 clusters Score -3149821 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 7705 members 
Entering Unmasked Estep 
Score: -3150010.250000 Penalty: 4819.441406
	Iteration 4Q: 3 clusters Score -3150010 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9095 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -3150178.250000 Penalty: 4819.441406
	Iteration 5Q: 3 clusters Score -3150178 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9351 members 
Mstep: Class 2 contains 7240 members 
Entering Unmasked Estep 
Score: -3150342.250000 Penalty: 4819.441406
	Iteration 6Q: 3 clusters Score -3150342 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9678 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -3150476.000000 Penalty: 4819.441406
	Iteration 7Q: 3 clusters Score -3150476 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10071 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -3150663.750000 Penalty: 4819.441406
	Iteration 8Q: 3 clusters Score -3150664 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 6016 members 
Entering Unmasked Estep 
Score: -3150899.250000 Penalty: 4819.441406
	Iteration 9Q: 3 clusters Score -3150899 nChanged 609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11156 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -3151206.250000 Penalty: 4819.441406
	Iteration 10Q: 3 clusters Score -3151206 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11850 members 
Mstep: Class 2 contains 4741 members 
Entering Unmasked Estep 
Score: -3151615.000000 Penalty: 4819.441406
	Iteration 11Q: 3 clusters Score -3151615 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12628 members 
Mstep: Class 2 contains 3963 members 
Entering Unmasked Estep 
Score: -3152131.250000 Penalty: 4819.441406
	Iteration 12Q: 3 clusters Score -3152131 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13466 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -3152783.500000 Penalty: 4819.441406
	Iteration 13F: 3 clusters Score -3152784 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14297 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -3153458.750000 Penalty: 4819.441406
	Iteration 14F: 3 clusters Score -3153459 nChanged 690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14979 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -3154036.500000 Penalty: 4819.441406
	Iteration 15Q: 3 clusters Score -3154036 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15472 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -3154506.250000 Penalty: 4819.441406
	Iteration 16Q: 3 clusters Score -3154506 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15771 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -3154794.000000 Penalty: 4819.441406
	Iteration 17Q: 3 clusters Score -3154794 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15936 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -3154978.750000 Penalty: 4819.441406
	Iteration 18Q: 3 clusters Score -3154979 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16030 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3155106.500000 Penalty: 4819.441406
	Iteration 19Q: 3 clusters Score -3155106 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -3155186.000000 Penalty: 4819.441406
	Iteration 20F: 3 clusters Score -3155186 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16114 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3155240.750000 Penalty: 4819.441406
	Iteration 21Q: 3 clusters Score -3155241 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16141 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3155272.250000 Penalty: 4819.441406
	Iteration 22Q: 3 clusters Score -3155272 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -3155289.250000 Penalty: 4819.441406
	Iteration 23Q: 3 clusters Score -3155289 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16160 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -3155304.500000 Penalty: 4819.441406
	Iteration 24Q: 3 clusters Score -3155304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3155306.250000 Penalty: 4819.441406
	Iteration 25Q: 3 clusters Score -3155306 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3155305.000000 Penalty: 4819.441406
	Iteration 26Q: 3 clusters Score -3155305 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -3155308.500000 Penalty: 4819.441406
	Iteration 27Q: 3 clusters Score -3155308 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16163 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -3155307.250000 Penalty: 4819.441406
	Iteration 28Q: 3 clusters Score -3155307 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16164 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3155307.250000 Penalty: 4819.441406
	Iteration 29Q: 3 clusters Score -3155307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3155313.750000 Penalty: 4819.441406
	Iteration 30Q: 3 clusters Score -3155314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16167 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -3155318.250000 Penalty: 4819.441406
	Iteration 31Q: 3 clusters Score -3155318 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16166 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -3155318.500000 Penalty: 4819.441406
	Iteration 32Q: 3 clusters Score -3155318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3155317.250000 Penalty: 4819.441406
	Iteration 33Q: 3 clusters Score -3155317 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -3155317.250000 Penalty: 4819.441406
	Iteration 34F: 3 clusters Score -3155317 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -172920.156250 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -172920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -170944.718750 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -170944.7 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -171268.828125 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -171268.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -171404.625000 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -171404.6 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -171493.562500 Penalty: 3449.973877
	Iteration 3F: 3 clusters Score -171493.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -171553.937500 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -171553.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -171647.218750 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -171647.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -171743.531250 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -171743.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -171817.421875 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -171817.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -171925.734375 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -171925.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -172069.500000 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -172069.5 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -172271.281250 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -172271.3 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -172550.656250 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -172550.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -172872.421875 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -172872.4 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -173122.625000 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -173122.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -173209.343750 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -173209.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -173249.421875 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -173249.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -173251.203125 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -173251.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -173251.609375 Penalty: 3449.973877
	Iteration 17F: 3 clusters Score -173251.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -173265.750000 Penalty: 3449.973877
	Iteration 18Q: 3 clusters Score -173265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -173265.750000 Penalty: 3449.973877
	Iteration 19F: 3 clusters Score -173265.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 20161 members 
Mstep: Class 3 contains 36193 members 
Mstep: Class 4 contains 46404 members 
Mstep: Class 5 contains 26923 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 40933 members 
Mstep: Class 8 contains 57003 members 
Mstep: Class 9 contains 57748 members 
Mstep: Class 10 contains 17565 members 
Mstep: Class 11 contains 31589 members 
Mstep: Class 12 contains 60387 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 16591 members 
Mstep: Class 16 contains 532 members 
Mstep: Class 17 contains 42439 members 
Mstep: Class 18 contains 6729 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39549 members 
Mstep: Class 22 contains 29331 members 
Mstep: Class 23 contains 34602 members 
Mstep: Class 24 contains 29443 members 
Mstep: Class 25 contains 6998 members 
Mstep: Class 26 contains 27962 members 
Mstep: Class 27 contains 55690 members 
Mstep: Class 28 contains 61958 members 
Mstep: Class 29 contains 5178 members 
Mstep: Class 30 contains 22717 members 
Mstep: Class 31 contains 60571 members 
Mstep: Class 32 contains 30138 members 
Mstep: Class 33 contains 41581 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 49335 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 38679 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21135 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30574 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 517 members 
Entering Unmasked Estep 
Score: -207934928.000000 Penalty: 155408.265625
Splitting cluster 16 changes total score from -207936832.000000 to -207934928.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (42439 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42439 members 
Entering Unmasked Estep 
Score: -7949359.500000 Penalty: 2642.644043
	Iteration 0F: 2 clusters Score -7949360 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21262 members 
Mstep: Class 2 contains 21177 members 
Entering Unmasked Estep 
Score: -7921375.000000 Penalty: 5285.288086
	Iteration 0F: 3 clusters Score -7921375 nChanged 19362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22004 members 
Mstep: Class 2 contains 20435 members 
Entering Unmasked Estep 
Score: -7931970.500000 Penalty: 5285.288086
	Iteration 1F: 3 clusters Score -7931970 nChanged 1758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 20027 members 
Entering Unmasked Estep 
Score: -7932468.500000 Penalty: 5285.288086
	Iteration 2Q: 3 clusters Score -7932468 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 19366 members 
Entering Unmasked Estep 
Score: -7933045.000000 Penalty: 5285.288086
	Iteration 3Q: 3 clusters Score -7933045 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23961 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -7933588.500000 Penalty: 5285.288086
	Iteration 4Q: 3 clusters Score -7933588 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 17349 members 
Entering Unmasked Estep 
Score: -7934125.000000 Penalty: 5285.288086
	Iteration 5Q: 3 clusters Score -7934125 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26646 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -7934924.500000 Penalty: 5285.288086
	Iteration 6Q: 3 clusters Score -7934924 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 13848 members 
Entering Unmasked Estep 
Score: -7936076.500000 Penalty: 5285.288086
	Iteration 7F: 3 clusters Score -7936076 nChanged 2624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31101 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -7937764.500000 Penalty: 5285.288086
	Iteration 8F: 3 clusters Score -7937764 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34101 members 
Mstep: Class 2 contains 8338 members 
Entering Unmasked Estep 
Score: -7940203.000000 Penalty: 5285.288086
	Iteration 9F: 3 clusters Score -7940203 nChanged 3029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37122 members 
Mstep: Class 2 contains 5317 members 
Entering Unmasked Estep 
Score: -7942972.000000 Penalty: 5285.288086
	Iteration 10F: 3 clusters Score -7942972 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39410 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -7945072.500000 Penalty: 5285.288086
	Iteration 11F: 3 clusters Score -7945072 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40742 members 
Mstep: Class 2 contains 1697 members 
Entering Unmasked Estep 
Score: -7946130.000000 Penalty: 5285.288086
	Iteration 12Q: 3 clusters Score -7946130 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41368 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -7946622.500000 Penalty: 5285.288086
	Iteration 13Q: 3 clusters Score -7946622 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41661 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -7946837.500000 Penalty: 5285.288086
	Iteration 14Q: 3 clusters Score -7946838 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -7946924.500000 Penalty: 5285.288086
	Iteration 15Q: 3 clusters Score -7946924 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41899 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7946977.000000 Penalty: 5285.288086
	Iteration 16Q: 3 clusters Score -7946977 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41945 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -7947028.000000 Penalty: 5285.288086
	Iteration 17Q: 3 clusters Score -7947028 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41990 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -7947057.000000 Penalty: 5285.288086
	Iteration 18Q: 3 clusters Score -7947057 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42017 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -7947072.500000 Penalty: 5285.288086
	Iteration 19Q: 3 clusters Score -7947072 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42032 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -7947090.000000 Penalty: 5285.288086
	Iteration 20F: 3 clusters Score -7947090 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42045 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -7947108.000000 Penalty: 5285.288086
	Iteration 21Q: 3 clusters Score -7947108 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42048 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -7947113.000000 Penalty: 5285.288086
	Iteration 22Q: 3 clusters Score -7947113 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42054 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -7947120.000000 Penalty: 5285.288086
	Iteration 23Q: 3 clusters Score -7947120 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42058 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -7947127.000000 Penalty: 5285.288086
	Iteration 24Q: 3 clusters Score -7947127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42061 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -7947121.000000 Penalty: 5285.288086
	Iteration 25Q: 3 clusters Score -7947121 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42063 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -7947121.000000 Penalty: 5285.288086
	Iteration 26Q: 3 clusters Score -7947121 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42064 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7947125.000000 Penalty: 5285.288086
	Iteration 27Q: 3 clusters Score -7947125 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42065 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -7947124.000000 Penalty: 5285.288086
	Iteration 28Q: 3 clusters Score -7947124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42067 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -7947131.500000 Penalty: 5285.288086
	Iteration 29Q: 3 clusters Score -7947132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42069 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -7947126.500000 Penalty: 5285.288086
	Iteration 30Q: 3 clusters Score -7947126 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42071 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -7947127.000000 Penalty: 5285.288086
	Iteration 31Q: 3 clusters Score -7947127 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42074 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7947132.500000 Penalty: 5285.288086
	Iteration 32Q: 3 clusters Score -7947132 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -7947138.500000 Penalty: 5285.288086
	Iteration 33Q: 3 clusters Score -7947138 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7947139.000000 Penalty: 5285.288086
	Iteration 34Q: 3 clusters Score -7947139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42081 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -7947139.000000 Penalty: 5285.288086
	Iteration 35F: 3 clusters Score -7947139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6729 members 
Entering Unmasked Estep 
Score: -1204798.750000 Penalty: 2185.917236
	Iteration 0F: 2 clusters Score -1204799 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 3397 members 
Entering Unmasked Estep 
Score: -1199261.125000 Penalty: 4371.834473
	Iteration 0F: 3 clusters Score -1199261 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 3518 members 
Entering Unmasked Estep 
Score: -1200764.875000 Penalty: 4371.834473
	Iteration 1F: 3 clusters Score -1200765 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3121 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1201086.250000 Penalty: 4371.834473
	Iteration 2F: 3 clusters Score -1201086 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2992 members 
Mstep: Class 2 contains 3737 members 
Entering Unmasked Estep 
Score: -1201370.250000 Penalty: 4371.834473
	Iteration 3F: 3 clusters Score -1201370 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 3867 members 
Entering Unmasked Estep 
Score: -1201628.375000 Penalty: 4371.834473
	Iteration 4F: 3 clusters Score -1201628 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 3993 members 
Entering Unmasked Estep 
Score: -1201850.000000 Penalty: 4371.834473
	Iteration 5Q: 3 clusters Score -1201850 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 4107 members 
Entering Unmasked Estep 
Score: -1202033.250000 Penalty: 4371.834473
	Iteration 6Q: 3 clusters Score -1202033 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 4217 members 
Entering Unmasked Estep 
Score: -1202201.250000 Penalty: 4371.834473
	Iteration 7Q: 3 clusters Score -1202201 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2416 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1202341.125000 Penalty: 4371.834473
	Iteration 8Q: 3 clusters Score -1202341 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1202452.375000 Penalty: 4371.834473
	Iteration 9Q: 3 clusters Score -1202452 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2278 members 
Mstep: Class 2 contains 4451 members 
Entering Unmasked Estep 
Score: -1202530.375000 Penalty: 4371.834473
	Iteration 10Q: 3 clusters Score -1202530 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 4511 members 
Entering Unmasked Estep 
Score: -1202581.750000 Penalty: 4371.834473
	Iteration 11Q: 3 clusters Score -1202582 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 4559 members 
Entering Unmasked Estep 
Score: -1202623.250000 Penalty: 4371.834473
	Iteration 12Q: 3 clusters Score -1202623 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2134 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1202650.250000 Penalty: 4371.834473
	Iteration 13Q: 3 clusters Score -1202650 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 4627 members 
Entering Unmasked Estep 
Score: -1202667.750000 Penalty: 4371.834473
	Iteration 14Q: 3 clusters Score -1202668 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2071 members 
Mstep: Class 2 contains 4658 members 
Entering Unmasked Estep 
Score: -1202688.750000 Penalty: 4371.834473
	Iteration 15Q: 3 clusters Score -1202689 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 4686 members 
Entering Unmasked Estep 
Score: -1202703.000000 Penalty: 4371.834473
	Iteration 16Q: 3 clusters Score -1202703 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 4717 members 
Entering Unmasked Estep 
Score: -1202711.500000 Penalty: 4371.834473
	Iteration 17Q: 3 clusters Score -1202712 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 4739 members 
Entering Unmasked Estep 
Score: -1202720.625000 Penalty: 4371.834473
	Iteration 18Q: 3 clusters Score -1202721 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -1202727.375000 Penalty: 4371.834473
	Iteration 19Q: 3 clusters Score -1202727 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1955 members 
Mstep: Class 2 contains 4774 members 
Entering Unmasked Estep 
Score: -1202733.625000 Penalty: 4371.834473
	Iteration 20F: 3 clusters Score -1202734 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1940 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1202737.500000 Penalty: 4371.834473
	Iteration 21Q: 3 clusters Score -1202738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -1202743.250000 Penalty: 4371.834473
	Iteration 22Q: 3 clusters Score -1202743 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 4808 members 
Entering Unmasked Estep 
Score: -1202743.250000 Penalty: 4371.834473
	Iteration 23Q: 3 clusters Score -1202743 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 4820 members 
Entering Unmasked Estep 
Score: -1202751.000000 Penalty: 4371.834473
	Iteration 24Q: 3 clusters Score -1202751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 4832 members 
Entering Unmasked Estep 
Score: -1202757.000000 Penalty: 4371.834473
	Iteration 25Q: 3 clusters Score -1202757 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 4844 members 
Entering Unmasked Estep 
Score: -1202757.750000 Penalty: 4371.834473
	Iteration 26Q: 3 clusters Score -1202758 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -1202759.750000 Penalty: 4371.834473
	Iteration 27Q: 3 clusters Score -1202760 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1202762.500000 Penalty: 4371.834473
	Iteration 28Q: 3 clusters Score -1202762 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1202768.750000 Penalty: 4371.834473
	Iteration 29Q: 3 clusters Score -1202769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4895 members 
Entering Unmasked Estep 
Score: -1202769.250000 Penalty: 4371.834473
	Iteration 30Q: 3 clusters Score -1202769 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 4906 members 
Entering Unmasked Estep 
Score: -1202776.250000 Penalty: 4371.834473
	Iteration 31Q: 3 clusters Score -1202776 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 4911 members 
Entering Unmasked Estep 
Score: -1202774.500000 Penalty: 4371.834473
	Iteration 32Q: 3 clusters Score -1202774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 4915 members 
Entering Unmasked Estep 
Score: -1202774.250000 Penalty: 4371.834473
	Iteration 33Q: 3 clusters Score -1202774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -1202775.625000 Penalty: 4371.834473
	Iteration 34Q: 3 clusters Score -1202776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4920 members 
Entering Unmasked Estep 
Score: -1202776.000000 Penalty: 4371.834473
	Iteration 35Q: 3 clusters Score -1202776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1202781.000000 Penalty: 4371.834473
	Iteration 36Q: 3 clusters Score -1202781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1794 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1202780.625000 Penalty: 4371.834473
	Iteration 37Q: 3 clusters Score -1202781 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1202783.000000 Penalty: 4371.834473
	Iteration 38Q: 3 clusters Score -1202783 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 4952 members 
Entering Unmasked Estep 
Score: -1202786.125000 Penalty: 4371.834473
	Iteration 39Q: 3 clusters Score -1202786 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1770 members 
Mstep: Class 2 contains 4959 members 
Entering Unmasked Estep 
Score: -1202789.375000 Penalty: 4371.834473
	Iteration 40F: 3 clusters Score -1202789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1202793.875000 Penalty: 4371.834473
	Iteration 41Q: 3 clusters Score -1202794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1759 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1202793.375000 Penalty: 4371.834473
	Iteration 42Q: 3 clusters Score -1202793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1202792.125000 Penalty: 4371.834473
	Iteration 43Q: 3 clusters Score -1202792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 4973 members 
Entering Unmasked Estep 
Score: -1202791.375000 Penalty: 4371.834473
	Iteration 44Q: 3 clusters Score -1202791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -1202792.125000 Penalty: 4371.834473
	Iteration 45Q: 3 clusters Score -1202792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4979 members 
Entering Unmasked Estep 
Score: -1202795.750000 Penalty: 4371.834473
	Iteration 46Q: 3 clusters Score -1202796 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1748 members 
Mstep: Class 2 contains 4981 members 
Entering Unmasked Estep 
Score: -1202796.500000 Penalty: 4371.834473
	Iteration 47Q: 3 clusters Score -1202796 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 4984 members 
Entering Unmasked Estep 
Score: -1202798.000000 Penalty: 4371.834473
	Iteration 48Q: 3 clusters Score -1202798 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 4989 members 
Entering Unmasked Estep 
Score: -1202796.500000 Penalty: 4371.834473
	Iteration 49Q: 3 clusters Score -1202796 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1202801.250000 Penalty: 4371.834473
	Iteration 50Q: 3 clusters Score -1202801 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1202804.375000 Penalty: 4371.834473
	Iteration 51Q: 3 clusters Score -1202804 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 5012 members 
Entering Unmasked Estep 
Score: -1202807.750000 Penalty: 4371.834473
	Iteration 52Q: 3 clusters Score -1202808 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 5020 members 
Entering Unmasked Estep 
Score: -1202808.875000 Penalty: 4371.834473
	Iteration 53Q: 3 clusters Score -1202809 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 5024 members 
Entering Unmasked Estep 
Score: -1202811.000000 Penalty: 4371.834473
	Iteration 54Q: 3 clusters Score -1202811 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1202812.000000 Penalty: 4371.834473
	Iteration 55Q: 3 clusters Score -1202812 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -1202812.000000 Penalty: 4371.834473
	Iteration 56F: 3 clusters Score -1202812 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5156 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Entering Unmasked Estep 
Score: -899076.187500 Penalty: 2119.883301
	Iteration 0F: 2 clusters Score -899076.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -894418.187500 Penalty: 4239.766602
	Iteration 0F: 3 clusters Score -894418.2 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2383 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -895791.750000 Penalty: 4239.766602
	Iteration 1F: 3 clusters Score -895791.8 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2292 members 
Mstep: Class 2 contains 2864 members 
Entering Unmasked Estep 
Score: -896217.000000 Penalty: 4239.766602
	Iteration 2F: 3 clusters Score -896217 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2174 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -896509.062500 Penalty: 4239.766602
	Iteration 3F: 3 clusters Score -896509.1 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -896731.312500 Penalty: 4239.766602
	Iteration 4F: 3 clusters Score -896731.3 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -896948.125000 Penalty: 4239.766602
	Iteration 5Q: 3 clusters Score -896948.1 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 3430 members 
Entering Unmasked Estep 
Score: -897195.062500 Penalty: 4239.766602
	Iteration 6Q: 3 clusters Score -897195.1 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 3610 members 
Entering Unmasked Estep 
Score: -897394.312500 Penalty: 4239.766602
	Iteration 7Q: 3 clusters Score -897394.3 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1403 members 
Mstep: Class 2 contains 3753 members 
Entering Unmasked Estep 
Score: -897543.375000 Penalty: 4239.766602
	Iteration 8Q: 3 clusters Score -897543.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 3889 members 
Entering Unmasked Estep 
Score: -897681.937500 Penalty: 4239.766602
	Iteration 9Q: 3 clusters Score -897681.9 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -897788.312500 Penalty: 4239.766602
	Iteration 10Q: 3 clusters Score -897788.3 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -897877.437500 Penalty: 4239.766602
	Iteration 11Q: 3 clusters Score -897877.4 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -897963.812500 Penalty: 4239.766602
	Iteration 12Q: 3 clusters Score -897963.8 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -898033.500000 Penalty: 4239.766602
	Iteration 13Q: 3 clusters Score -898033.5 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 4266 members 
Entering Unmasked Estep 
Score: -898097.625000 Penalty: 4239.766602
	Iteration 14Q: 3 clusters Score -898097.6 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 4308 members 
Entering Unmasked Estep 
Score: -898150.125000 Penalty: 4239.766602
	Iteration 15Q: 3 clusters Score -898150.1 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 4341 members 
Entering Unmasked Estep 
Score: -898183.812500 Penalty: 4239.766602
	Iteration 16Q: 3 clusters Score -898183.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 4357 members 
Entering Unmasked Estep 
Score: -898200.500000 Penalty: 4239.766602
	Iteration 17Q: 3 clusters Score -898200.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 783 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -898214.000000 Penalty: 4239.766602
	Iteration 18Q: 3 clusters Score -898214 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -898226.187500 Penalty: 4239.766602
	Iteration 19Q: 3 clusters Score -898226.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -898236.312500 Penalty: 4239.766602
	Iteration 20F: 3 clusters Score -898236.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -898246.625000 Penalty: 4239.766602
	Iteration 21Q: 3 clusters Score -898246.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 4419 members 
Entering Unmasked Estep 
Score: -898250.812500 Penalty: 4239.766602
	Iteration 22Q: 3 clusters Score -898250.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -898255.000000 Penalty: 4239.766602
	Iteration 23Q: 3 clusters Score -898255 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -898257.750000 Penalty: 4239.766602
	Iteration 24Q: 3 clusters Score -898257.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 4433 members 
Entering Unmasked Estep 
Score: -898261.125000 Penalty: 4239.766602
	Iteration 25Q: 3 clusters Score -898261.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -898260.687500 Penalty: 4239.766602
	Iteration 26Q: 3 clusters Score -898260.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -898262.437500 Penalty: 4239.766602
	Iteration 27Q: 3 clusters Score -898262.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 4436 members 
Entering Unmasked Estep 
Score: -898262.437500 Penalty: 4239.766602
	Iteration 28F: 3 clusters Score -898262.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -25126.650391 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -25126.65 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 96 members 
Entering Unmasked Estep 
Score: -24437.056641 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -24437.06 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -24621.283203 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -24621.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -24647.886719 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -24647.89 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -24702.060547 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -24702.06 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -24730.595703 Penalty: 2597.275391
	Iteration 4Q: 3 clusters Score -24730.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -24746.763672 Penalty: 2597.275391
	Iteration 5Q: 3 clusters Score -24746.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -24750.472656 Penalty: 2597.275391
	Iteration 6Q: 3 clusters Score -24750.47 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -24750.472656 Penalty: 2597.275391
	Iteration 7F: 3 clusters Score -24750.47 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (39549 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39549 members 
Entering Unmasked Estep 
Score: -7584325.500000 Penalty: 2625.153320
	Iteration 0F: 2 clusters Score -7584326 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 19698 members 
Entering Unmasked Estep 
Score: -7559293.500000 Penalty: 5250.306641
	Iteration 0F: 3 clusters Score -7559294 nChanged 17968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19791 members 
Mstep: Class 2 contains 19758 members 
Entering Unmasked Estep 
Score: -7568977.500000 Penalty: 5250.306641
	Iteration 1F: 3 clusters Score -7568978 nChanged 1685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19760 members 
Mstep: Class 2 contains 19789 members 
Entering Unmasked Estep 
Score: -7569532.000000 Penalty: 5250.306641
	Iteration 2Q: 3 clusters Score -7569532 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19710 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -7569966.500000 Penalty: 5250.306641
	Iteration 3Q: 3 clusters Score -7569966 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19685 members 
Mstep: Class 2 contains 19864 members 
Entering Unmasked Estep 
Score: -7570390.500000 Penalty: 5250.306641
	Iteration 4Q: 3 clusters Score -7570390 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
Score: -7570769.000000 Penalty: 5250.306641
	Iteration 5Q: 3 clusters Score -7570769 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19587 members 
Mstep: Class 2 contains 19962 members 
Entering Unmasked Estep 
Score: -7571192.500000 Penalty: 5250.306641
	Iteration 6Q: 3 clusters Score -7571192 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -7571648.500000 Penalty: 5250.306641
	Iteration 7Q: 3 clusters Score -7571648 nChanged 1378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19545 members 
Mstep: Class 2 contains 20004 members 
Entering Unmasked Estep 
Score: -7572114.500000 Penalty: 5250.306641
	Iteration 8Q: 3 clusters Score -7572114 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -7572676.000000 Penalty: 5250.306641
	Iteration 9Q: 3 clusters Score -7572676 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7573389 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19956 members 
Mstep: Class 2 contains 19593 members 
Entering Unmasked Estep 
Score: -7574331.500000 Penalty: 5250.306641
	Iteration 11Q: 3 clusters Score -7574332 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -7575561.000000 Penalty: 5250.306641
	Iteration 12Q: 3 clusters Score -7575561 nChanged 1964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20434 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7576750 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20627 members 
Mstep: Class 2 contains 18922 members 
Entering Unmasked Estep 
Score: -7577516.000000 Penalty: 5250.306641
	Iteration 14Q: 3 clusters Score -7577516 nChanged 1272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -7577962.000000 Penalty: 5250.306641
	Iteration 15Q: 3 clusters Score -7577962 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 18677 members 
Entering Unmasked Estep 
Score: -7578213.000000 Penalty: 5250.306641
	Iteration 16Q: 3 clusters Score -7578213 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -7578336.000000 Penalty: 5250.306641
	Iteration 17Q: 3 clusters Score -7578336 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21113 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -7578416.000000 Penalty: 5250.306641
	Iteration 18Q: 3 clusters Score -7578416 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21229 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -7578508.000000 Penalty: 5250.306641
	Iteration 19Q: 3 clusters Score -7578508 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21312 members 
Mstep: Class 2 contains 18237 members 
Entering Unmasked Estep 
Score: -7578576.500000 Penalty: 5250.306641
	Iteration 20F: 3 clusters Score -7578576 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21405 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -7578655.000000 Penalty: 5250.306641
	Iteration 21Q: 3 clusters Score -7578655 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21507 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -7578697.000000 Penalty: 5250.306641
	Iteration 22Q: 3 clusters Score -7578697 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21571 members 
Mstep: Class 2 contains 17978 members 
Entering Unmasked Estep 
Score: -7578734.000000 Penalty: 5250.306641
	Iteration 23Q: 3 clusters Score -7578734 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 17890 members 
Entering Unmasked Estep 
Score: -7578813.500000 Penalty: 5250.306641
	Iteration 24Q: 3 clusters Score -7578814 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21753 members 
Mstep: Class 2 contains 17796 members 
Entering Unmasked Estep 
Score: -7578837.000000 Penalty: 5250.306641
	Iteration 25Q: 3 clusters Score -7578837 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21863 members 
Mstep: Class 2 contains 17686 members 
Entering Unmasked Estep 
Score: -7578876.000000 Penalty: 5250.306641
	Iteration 26Q: 3 clusters Score -7578876 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21959 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -7578941.500000 Penalty: 5250.306641
	Iteration 27Q: 3 clusters Score -7578942 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22062 members 
Mstep: Class 2 contains 17487 members 
Entering Unmasked Estep 
Score: -7579000.500000 Penalty: 5250.306641
	Iteration 28Q: 3 clusters Score -7579000 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22114 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -7579019.000000 Penalty: 5250.306641
	Iteration 29Q: 3 clusters Score -7579019 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22186 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -7579057.500000 Penalty: 5250.306641
	Iteration 30Q: 3 clusters Score -7579058 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22257 members 
Mstep: Class 2 contains 17292 members 
Entering Unmasked Estep 
Score: -7579073.500000 Penalty: 5250.306641
	Iteration 31Q: 3 clusters Score -7579074 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22333 members 
Mstep: Class 2 contains 17216 members 
Entering Unmasked Estep 
Score: -7579096.500000 Penalty: 5250.306641
	Iteration 32Q: 3 clusters Score -7579096 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22421 members 
Mstep: Class 2 contains 17128 members 
Entering Unmasked Estep 
Score: -7579114.500000 Penalty: 5250.306641
	Iteration 33Q: 3 clusters Score -7579114 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22472 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -7579145.000000 Penalty: 5250.306641
	Iteration 34Q: 3 clusters Score -7579145 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22547 members 
Mstep: Class 2 contains 17002 members 
Entering Unmasked Estep 
Score: -7579179.000000 Penalty: 5250.306641
	Iteration 35Q: 3 clusters Score -7579179 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22622 members 
Mstep: Class 2 contains 16927 members 
Entering Unmasked Estep 
Score: -7579190.500000 Penalty: 5250.306641
	Iteration 36Q: 3 clusters Score -7579190 nChanged 186
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22674 members 
Mstep: Class 2 contains 16875 members 
Entering Unmasked Estep 
Score: -7579203.500000 Penalty: 5250.306641
	Iteration 37Q: 3 clusters Score -7579204 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 16826 members 
Entering Unmasked Estep 
Score: -7579223.500000 Penalty: 5250.306641
	Iteration 38Q: 3 clusters Score -7579224 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22778 members 
Mstep: Class 2 contains 16771 members 
Entering Unmasked Estep 
Score: -7579268.500000 Penalty: 5250.306641
	Iteration 39Q: 3 clusters Score -7579268 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -7579285.000000 Penalty: 5250.306641
	Iteration 40F: 3 clusters Score -7579285 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 16687 members 
Entering Unmasked Estep 
Score: -7579301.500000 Penalty: 5250.306641
	Iteration 41Q: 3 clusters Score -7579302 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 16661 members 
Entering Unmasked Estep 
Score: -7579334.000000 Penalty: 5250.306641
	Iteration 42Q: 3 clusters Score -7579334 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 16599 members 
Entering Unmasked Estep 
Score: -7579388.500000 Penalty: 5250.306641
	Iteration 43Q: 3 clusters Score -7579388 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23016 members 
Mstep: Class 2 contains 16533 members 
Entering Unmasked Estep 
Score: -7579399.500000 Penalty: 5250.306641
	Iteration 44Q: 3 clusters Score -7579400 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23064 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -7579452.000000 Penalty: 5250.306641
	Iteration 45Q: 3 clusters Score -7579452 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23125 members 
Mstep: Class 2 contains 16424 members 
Entering Unmasked Estep 
Score: -7579488.500000 Penalty: 5250.306641
	Iteration 46Q: 3 clusters Score -7579488 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 16390 members 
Entering Unmasked Estep 
Score: -7579509.500000 Penalty: 5250.306641
	Iteration 47Q: 3 clusters Score -7579510 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 16368 members 
Entering Unmasked Estep 
Score: -7579541.000000 Penalty: 5250.306641
	Iteration 48Q: 3 clusters Score -7579541 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23193 members 
Mstep: Class 2 contains 16356 members 
Entering Unmasked Estep 
Score: -7579586.500000 Penalty: 5250.306641
	Iteration 49Q: 3 clusters Score -7579586 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23206 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -7579615.000000 Penalty: 5250.306641
	Iteration 50Q: 3 clusters Score -7579615 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23192 members 
Mstep: Class 2 contains 16357 members 
Entering Unmasked Estep 
Score: -7579649.500000 Penalty: 5250.306641
	Iteration 51Q: 3 clusters Score -7579650 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -7579673.000000 Penalty: 5250.306641
	Iteration 52Q: 3 clusters Score -7579673 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 16386 members 
Entering Unmasked Estep 
Score: -7579680.000000 Penalty: 5250.306641
	Iteration 53Q: 3 clusters Score -7579680 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23124 members 
Mstep: Class 2 contains 16425 members 
Entering Unmasked Estep 
Score: -7579722.000000 Penalty: 5250.306641
	Iteration 54Q: 3 clusters Score -7579722 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23067 members 
Mstep: Class 2 contains 16482 members 
Entering Unmasked Estep 
Score: -7579777.000000 Penalty: 5250.306641
	Iteration 55Q: 3 clusters Score -7579777 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23027 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
Score: -7579812.000000 Penalty: 5250.306641
	Iteration 56Q: 3 clusters Score -7579812 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22988 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -7579862.000000 Penalty: 5250.306641
	Iteration 57Q: 3 clusters Score -7579862 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22940 members 
Mstep: Class 2 contains 16609 members 
Entering Unmasked Estep 
Score: -7579883.500000 Penalty: 5250.306641
	Iteration 58Q: 3 clusters Score -7579884 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22889 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -7579928.000000 Penalty: 5250.306641
	Iteration 59Q: 3 clusters Score -7579928 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22829 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
Score: -7579968.500000 Penalty: 5250.306641
	Iteration 60F: 3 clusters Score -7579968 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22748 members 
Mstep: Class 2 contains 16801 members 
Entering Unmasked Estep 
Score: -7579997.500000 Penalty: 5250.306641
	Iteration 61Q: 3 clusters Score -7579998 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22661 members 
Mstep: Class 2 contains 16888 members 
Entering Unmasked Estep 
Score: -7580082.500000 Penalty: 5250.306641
	Iteration 62Q: 3 clusters Score -7580082 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22585 members 
Mstep: Class 2 contains 16964 members 
Entering Unmasked Estep 
Score: -7580111.000000 Penalty: 5250.306641
	Iteration 63Q: 3 clusters Score -7580111 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22498 members 
Mstep: Class 2 contains 17051 members 
Entering Unmasked Estep 
Score: -7580154.500000 Penalty: 5250.306641
	Iteration 64Q: 3 clusters Score -7580154 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22412 members 
Mstep: Class 2 contains 17137 members 
Entering Unmasked Estep 
Score: -7580195.000000 Penalty: 5250.306641
	Iteration 65Q: 3 clusters Score -7580195 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22298 members 
Mstep: Class 2 contains 17251 members 
Entering Unmasked Estep 
Score: -7580249.000000 Penalty: 5250.306641
	Iteration 66Q: 3 clusters Score -7580249 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22187 members 
Mstep: Class 2 contains 17362 members 
Entering Unmasked Estep 
Score: -7580278.500000 Penalty: 5250.306641
	Iteration 67Q: 3 clusters Score -7580278 nChanged 205
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22098 members 
Mstep: Class 2 contains 17451 members 
Entering Unmasked Estep 
Score: -7580297.500000 Penalty: 5250.306641
	Iteration 68Q: 3 clusters Score -7580298 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22033 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -7580336.500000 Penalty: 5250.306641
	Iteration 69Q: 3 clusters Score -7580336 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21936 members 
Mstep: Class 2 contains 17613 members 
Entering Unmasked Estep 
Score: -7580392.500000 Penalty: 5250.306641
	Iteration 70Q: 3 clusters Score -7580392 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21841 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -7580418.500000 Penalty: 5250.306641
	Iteration 71Q: 3 clusters Score -7580418 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -7580466.000000 Penalty: 5250.306641
	Iteration 72Q: 3 clusters Score -7580466 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21666 members 
Mstep: Class 2 contains 17883 members 
Entering Unmasked Estep 
Score: -7580461.000000 Penalty: 5250.306641
	Iteration 73Q: 3 clusters Score -7580461 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21582 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
Score: -7580466.500000 Penalty: 5250.306641
	Iteration 74Q: 3 clusters Score -7580466 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21494 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -7580506.000000 Penalty: 5250.306641
	Iteration 75Q: 3 clusters Score -7580506 nChanged 129
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21427 members 
Mstep: Class 2 contains 18122 members 
Entering Unmasked Estep 
Score: -7580533.500000 Penalty: 5250.306641
	Iteration 76Q: 3 clusters Score -7580534 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -7580548.000000 Penalty: 5250.306641
	Iteration 77Q: 3 clusters Score -7580548 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -7580562.000000 Penalty: 5250.306641
	Iteration 78Q: 3 clusters Score -7580562 nChanged 98
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 18316 members 
Entering Unmasked Estep 
Score: -7580563.000000 Penalty: 5250.306641
	Iteration 79Q: 3 clusters Score -7580563 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21178 members 
Mstep: Class 2 contains 18371 members 
Entering Unmasked Estep 
Score: -7580581.500000 Penalty: 5250.306641
	Iteration 80F: 3 clusters Score -7580582 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 18431 members 
Entering Unmasked Estep 
Score: -7580584.500000 Penalty: 5250.306641
	Iteration 81Q: 3 clusters Score -7580584 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21054 members 
Mstep: Class 2 contains 18495 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7580584 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21008 members 
Mstep: Class 2 contains 18541 members 
Entering Unmasked Estep 
Score: -7580604.500000 Penalty: 5250.306641
	Iteration 83Q: 3 clusters Score -7580604 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20965 members 
Mstep: Class 2 contains 18584 members 
Entering Unmasked Estep 
Score: -7580614.500000 Penalty: 5250.306641
	Iteration 84Q: 3 clusters Score -7580614 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20916 members 
Mstep: Class 2 contains 18633 members 
Entering Unmasked Estep 
Score: -7580616.500000 Penalty: 5250.306641
	Iteration 85Q: 3 clusters Score -7580616 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 18663 members 
Entering Unmasked Estep 
Score: -7580615.000000 Penalty: 5250.306641
	Iteration 86Q: 3 clusters Score -7580615 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20854 members 
Mstep: Class 2 contains 18695 members 
Entering Unmasked Estep 
Score: -7580623.000000 Penalty: 5250.306641
	Iteration 87Q: 3 clusters Score -7580623 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20819 members 
Mstep: Class 2 contains 18730 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -7580623 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20777 members 
Mstep: Class 2 contains 18772 members 
Entering Unmasked Estep 
Score: -7580626.000000 Penalty: 5250.306641
	Iteration 89Q: 3 clusters Score -7580626 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 18804 members 
Entering Unmasked Estep 
Score: -7580630.000000 Penalty: 5250.306641
	Iteration 90Q: 3 clusters Score -7580630 nChanged 52
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20731 members 
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Entering Unmasked Estep 
Score: -7580627.000000 Penalty: 5250.306641
	Iteration 91Q: 3 clusters Score -7580627 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20717 members 
Mstep: Class 2 contains 18832 members 
Entering Unmasked Estep 
Score: -7580636.500000 Penalty: 5250.306641
	Iteration 92Q: 3 clusters Score -7580636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 18842 members 
Entering Unmasked Estep 
Score: -7580641.000000 Penalty: 5250.306641
	Iteration 93Q: 3 clusters Score -7580641 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20690 members 
Mstep: Class 2 contains 18859 members 
Entering Unmasked Estep 
Score: -7580653.500000 Penalty: 5250.306641
	Iteration 94Q: 3 clusters Score -7580654 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20673 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -7580659.500000 Penalty: 5250.306641
	Iteration 95Q: 3 clusters Score -7580660 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20651 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -7580666.000000 Penalty: 5250.306641
	Iteration 96Q: 3 clusters Score -7580666 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20633 members 
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Entering Unmasked Estep 
Score: -7580672.500000 Penalty: 5250.306641
	Iteration 97Q: 3 clusters Score -7580672 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20620 members 
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Entering Unmasked Estep 
Score: -7580669.500000 Penalty: 5250.306641
	Iteration 98Q: 3 clusters Score -7580670 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20613 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -7580674.500000 Penalty: 5250.306641
	Iteration 99Q: 3 clusters Score -7580674 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20610 members 
Mstep: Class 2 contains 18939 members 
Entering Unmasked Estep 
Score: -7580683.000000 Penalty: 5250.306641
	Iteration 100F: 3 clusters Score -7580683 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20605 members 
Mstep: Class 2 contains 18944 members 
Entering Unmasked Estep 
Score: -7580679.500000 Penalty: 5250.306641
	Iteration 101Q: 3 clusters Score -7580680 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20602 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -7580671.500000 Penalty: 5250.306641
	Iteration 102Q: 3 clusters Score -7580672 nChanged 9
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20595 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -7580670.500000 Penalty: 5250.306641
	Iteration 103Q: 3 clusters Score -7580670 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20588 members 
Mstep: Class 2 contains 18961 members 
Entering Unmasked Estep 
Score: -7580675.000000 Penalty: 5250.306641
	Iteration 104Q: 3 clusters Score -7580675 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 18963 members 
Entering Unmasked Estep 
Score: -7580675.000000 Penalty: 5250.306641
	Iteration 105Q: 3 clusters Score -7580675 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 18964 members 
Entering Unmasked Estep 
Score: -7580676.500000 Penalty: 5250.306641
	Iteration 106Q: 3 clusters Score -7580676 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -7580678.000000 Penalty: 5250.306641
	Iteration 107Q: 3 clusters Score -7580678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 18966 members 
Entering Unmasked Estep 
Score: -7580681.500000 Penalty: 5250.306641
	Iteration 108Q: 3 clusters Score -7580682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -7580684.000000 Penalty: 5250.306641
	Iteration 109Q: 3 clusters Score -7580684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 18967 members 
Entering Unmasked Estep 
Score: -7580684.000000 Penalty: 5250.306641
	Iteration 110F: 3 clusters Score -7580684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (29331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29331 members 
Entering Unmasked Estep 
Score: -5553826.000000 Penalty: 2551.027100
	Iteration 0F: 2 clusters Score -5553826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 14560 members 
Entering Unmasked Estep 
Score: -5533887.000000 Penalty: 5102.054199
	Iteration 0F: 3 clusters Score -5533887 nChanged 13164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5541047.500000 Penalty: 5102.054199
	Iteration 1F: 3 clusters Score -5541048 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15440 members 
Mstep: Class 2 contains 13891 members 
Entering Unmasked Estep 
Score: -5541430.000000 Penalty: 5102.054199
	Iteration 2Q: 3 clusters Score -5541430 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 13471 members 
Entering Unmasked Estep 
Score: -5541734.000000 Penalty: 5102.054199
	Iteration 3Q: 3 clusters Score -5541734 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16393 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -5542024.000000 Penalty: 5102.054199
	Iteration 4Q: 3 clusters Score -5542024 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17102 members 
Mstep: Class 2 contains 12229 members 
Entering Unmasked Estep 
Score: -5542389.500000 Penalty: 5102.054199
	Iteration 5Q: 3 clusters Score -5542390 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18059 members 
Mstep: Class 2 contains 11272 members 
Entering Unmasked Estep 
Score: -5542810.000000 Penalty: 5102.054199
	Iteration 6Q: 3 clusters Score -5542810 nChanged 1306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 10034 members 
Entering Unmasked Estep 
Score: -5543438.500000 Penalty: 5102.054199
	Iteration 7Q: 3 clusters Score -5543438 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20872 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -5544386.000000 Penalty: 5102.054199
	Iteration 8F: 3 clusters Score -5544386 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22724 members 
Mstep: Class 2 contains 6607 members 
Entering Unmasked Estep 
Score: -5545719.000000 Penalty: 5102.054199
	Iteration 9F: 3 clusters Score -5545719 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24716 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -5547373.000000 Penalty: 5102.054199
	Iteration 10F: 3 clusters Score -5547373 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26577 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -5549039.500000 Penalty: 5102.054199
	Iteration 11F: 3 clusters Score -5549040 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27917 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -5550281.500000 Penalty: 5102.054199
	Iteration 12Q: 3 clusters Score -5550282 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28626 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -5550936.000000 Penalty: 5102.054199
	Iteration 13Q: 3 clusters Score -5550936 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28920 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -5551232.000000 Penalty: 5102.054199
	Iteration 14Q: 3 clusters Score -5551232 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29022 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -5551391.000000 Penalty: 5102.054199
	Iteration 15Q: 3 clusters Score -5551391 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29072 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5551485.000000 Penalty: 5102.054199
	Iteration 16Q: 3 clusters Score -5551485 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29095 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -5551545.500000 Penalty: 5102.054199
	Iteration 17Q: 3 clusters Score -5551546 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -5551575.000000 Penalty: 5102.054199
	Iteration 18Q: 3 clusters Score -5551575 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29113 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -5551598.000000 Penalty: 5102.054199
	Iteration 19Q: 3 clusters Score -5551598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29115 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -5551601.500000 Penalty: 5102.054199
	Iteration 20F: 3 clusters Score -5551602 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5551604.500000 Penalty: 5102.054199
	Iteration 21Q: 3 clusters Score -5551604 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29116 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -5551611.500000 Penalty: 5102.054199
	Iteration 22Q: 3 clusters Score -5551612 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5551613.500000 Penalty: 5102.054199
	Iteration 23Q: 3 clusters Score -5551614 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29117 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -5551613.500000 Penalty: 5102.054199
	Iteration 24F: 3 clusters Score -5551614 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (34602 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34602 members 
Entering Unmasked Estep 
Score: -6621106.000000 Penalty: 2592.013428
	Iteration 0F: 2 clusters Score -6621106 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17203 members 
Mstep: Class 2 contains 17399 members 
Entering Unmasked Estep 
Score: -6598119.500000 Penalty: 5184.026855
	Iteration 0F: 3 clusters Score -6598120 nChanged 15743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17122 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -6606579.500000 Penalty: 5184.026855
	Iteration 1F: 3 clusters Score -6606580 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17170 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -6606934.000000 Penalty: 5184.026855
	Iteration 2Q: 3 clusters Score -6606934 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17249 members 
Mstep: Class 2 contains 17353 members 
Entering Unmasked Estep 
Score: -6607270.500000 Penalty: 5184.026855
	Iteration 3Q: 3 clusters Score -6607270 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 17249 members 
Entering Unmasked Estep 
Score: -6607549.500000 Penalty: 5184.026855
	Iteration 4Q: 3 clusters Score -6607550 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 17172 members 
Entering Unmasked Estep 
Score: -6607800.000000 Penalty: 5184.026855
	Iteration 5Q: 3 clusters Score -6607800 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17464 members 
Mstep: Class 2 contains 17138 members 
Entering Unmasked Estep 
Score: -6607984.000000 Penalty: 5184.026855
	Iteration 6Q: 3 clusters Score -6607984 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17446 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -6608186.000000 Penalty: 5184.026855
	Iteration 7Q: 3 clusters Score -6608186 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17395 members 
Mstep: Class 2 contains 17207 members 
Entering Unmasked Estep 
Score: -6608379.500000 Penalty: 5184.026855
	Iteration 8Q: 3 clusters Score -6608380 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 17312 members 
Entering Unmasked Estep 
Score: -6608605.000000 Penalty: 5184.026855
	Iteration 9Q: 3 clusters Score -6608605 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17118 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -6608853.500000 Penalty: 5184.026855
	Iteration 10Q: 3 clusters Score -6608854 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -6609139.500000 Penalty: 5184.026855
	Iteration 11Q: 3 clusters Score -6609140 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16562 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -6609586.500000 Penalty: 5184.026855
	Iteration 12Q: 3 clusters Score -6609586 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16098 members 
Mstep: Class 2 contains 18504 members 
Entering Unmasked Estep 
Score: -6610232.000000 Penalty: 5184.026855
	Iteration 13Q: 3 clusters Score -6610232 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15603 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -6611133.500000 Penalty: 5184.026855
	Iteration 14Q: 3 clusters Score -6611134 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15130 members 
Mstep: Class 2 contains 19472 members 
Entering Unmasked Estep 
Score: -6612046.000000 Penalty: 5184.026855
	Iteration 15Q: 3 clusters Score -6612046 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 19866 members 
Entering Unmasked Estep 
Score: -6612956.000000 Penalty: 5184.026855
	Iteration 16Q: 3 clusters Score -6612956 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 20136 members 
Entering Unmasked Estep 
Score: -6613884.500000 Penalty: 5184.026855
	Iteration 17Q: 3 clusters Score -6613884 nChanged 1511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -6614771.500000 Penalty: 5184.026855
	Iteration 18Q: 3 clusters Score -6614772 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14435 members 
Mstep: Class 2 contains 20167 members 
Entering Unmasked Estep 
Score: -6615568.500000 Penalty: 5184.026855
	Iteration 19Q: 3 clusters Score -6615568 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14565 members 
Mstep: Class 2 contains 20037 members 
Entering Unmasked Estep 
Score: -6616114.000000 Penalty: 5184.026855
	Iteration 20F: 3 clusters Score -6616114 nChanged 921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14728 members 
Mstep: Class 2 contains 19874 members 
Entering Unmasked Estep 
Score: -6616458.000000 Penalty: 5184.026855
	Iteration 21Q: 3 clusters Score -6616458 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14931 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -6616670.000000 Penalty: 5184.026855
	Iteration 22Q: 3 clusters Score -6616670 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15117 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -6616858.000000 Penalty: 5184.026855
	Iteration 23Q: 3 clusters Score -6616858 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15320 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -6617036.000000 Penalty: 5184.026855
	Iteration 24Q: 3 clusters Score -6617036 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 18996 members 
Entering Unmasked Estep 
Score: -6617263.500000 Penalty: 5184.026855
	Iteration 25Q: 3 clusters Score -6617264 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15928 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -6617446.000000 Penalty: 5184.026855
	Iteration 26Q: 3 clusters Score -6617446 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16195 members 
Mstep: Class 2 contains 18407 members 
Entering Unmasked Estep 
Score: -6617711.000000 Penalty: 5184.026855
	Iteration 27Q: 3 clusters Score -6617711 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16482 members 
Mstep: Class 2 contains 18120 members 
Entering Unmasked Estep 
Score: -6617912.500000 Penalty: 5184.026855
	Iteration 28Q: 3 clusters Score -6617912 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16720 members 
Mstep: Class 2 contains 17882 members 
Entering Unmasked Estep 
Score: -6618095.500000 Penalty: 5184.026855
	Iteration 29Q: 3 clusters Score -6618096 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16914 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -6618239.000000 Penalty: 5184.026855
	Iteration 30Q: 3 clusters Score -6618239 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17056 members 
Mstep: Class 2 contains 17546 members 
Entering Unmasked Estep 
Score: -6618318.500000 Penalty: 5184.026855
	Iteration 31Q: 3 clusters Score -6618318 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17159 members 
Mstep: Class 2 contains 17443 members 
Entering Unmasked Estep 
Score: -6618403.500000 Penalty: 5184.026855
	Iteration 32Q: 3 clusters Score -6618404 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 17325 members 
Entering Unmasked Estep 
Score: -6618431.000000 Penalty: 5184.026855
	Iteration 33Q: 3 clusters Score -6618431 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17398 members 
Mstep: Class 2 contains 17204 members 
Entering Unmasked Estep 
Score: -6618491.500000 Penalty: 5184.026855
	Iteration 34Q: 3 clusters Score -6618492 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 17077 members 
Entering Unmasked Estep 
Score: -6618544.000000 Penalty: 5184.026855
	Iteration 35Q: 3 clusters Score -6618544 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17660 members 
Mstep: Class 2 contains 16942 members 
Entering Unmasked Estep 
Score: -6618577.000000 Penalty: 5184.026855
	Iteration 36Q: 3 clusters Score -6618577 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17773 members 
Mstep: Class 2 contains 16829 members 
Entering Unmasked Estep 
Score: -6618601.500000 Penalty: 5184.026855
	Iteration 37Q: 3 clusters Score -6618602 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 16722 members 
Entering Unmasked Estep 
Score: -6618614.500000 Penalty: 5184.026855
	Iteration 38Q: 3 clusters Score -6618614 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17977 members 
Mstep: Class 2 contains 16625 members 
Entering Unmasked Estep 
Score: -6618636.000000 Penalty: 5184.026855
	Iteration 39Q: 3 clusters Score -6618636 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18066 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -6618669.500000 Penalty: 5184.026855
	Iteration 40F: 3 clusters Score -6618670 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -6618666.500000 Penalty: 5184.026855
	Iteration 41Q: 3 clusters Score -6618666 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18257 members 
Mstep: Class 2 contains 16345 members 
Entering Unmasked Estep 
Score: -6618656.000000 Penalty: 5184.026855
	Iteration 42Q: 3 clusters Score -6618656 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18356 members 
Mstep: Class 2 contains 16246 members 
Entering Unmasked Estep 
Score: -6618692.000000 Penalty: 5184.026855
	Iteration 43Q: 3 clusters Score -6618692 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 16143 members 
Entering Unmasked Estep 
Score: -6618704.500000 Penalty: 5184.026855
	Iteration 44Q: 3 clusters Score -6618704 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18581 members 
Mstep: Class 2 contains 16021 members 
Entering Unmasked Estep 
Score: -6618725.500000 Penalty: 5184.026855
	Iteration 45Q: 3 clusters Score -6618726 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 15927 members 
Entering Unmasked Estep 
Score: -6618750.500000 Penalty: 5184.026855
	Iteration 46Q: 3 clusters Score -6618750 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18764 members 
Mstep: Class 2 contains 15838 members 
Entering Unmasked Estep 
Score: -6618766.500000 Penalty: 5184.026855
	Iteration 47Q: 3 clusters Score -6618766 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18847 members 
Mstep: Class 2 contains 15755 members 
Entering Unmasked Estep 
Score: -6618773.500000 Penalty: 5184.026855
	Iteration 48Q: 3 clusters Score -6618774 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18923 members 
Mstep: Class 2 contains 15679 members 
Entering Unmasked Estep 
Score: -6618776.500000 Penalty: 5184.026855
	Iteration 49Q: 3 clusters Score -6618776 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18989 members 
Mstep: Class 2 contains 15613 members 
Entering Unmasked Estep 
Score: -6618780.000000 Penalty: 5184.026855
	Iteration 50Q: 3 clusters Score -6618780 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 15544 members 
Entering Unmasked Estep 
Score: -6618793.500000 Penalty: 5184.026855
	Iteration 51Q: 3 clusters Score -6618794 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19140 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -6618805.000000 Penalty: 5184.026855
	Iteration 52Q: 3 clusters Score -6618805 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -6618800.500000 Penalty: 5184.026855
	Iteration 53Q: 3 clusters Score -6618800 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19270 members 
Mstep: Class 2 contains 15332 members 
Entering Unmasked Estep 
Score: -6618828.500000 Penalty: 5184.026855
	Iteration 54Q: 3 clusters Score -6618828 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -6618826.500000 Penalty: 5184.026855
	Iteration 55Q: 3 clusters Score -6618826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19408 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -6618848.000000 Penalty: 5184.026855
	Iteration 56Q: 3 clusters Score -6618848 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19481 members 
Mstep: Class 2 contains 15121 members 
Entering Unmasked Estep 
Score: -6618844.500000 Penalty: 5184.026855
	Iteration 57Q: 3 clusters Score -6618844 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19559 members 
Mstep: Class 2 contains 15043 members 
Entering Unmasked Estep 
Score: -6618853.500000 Penalty: 5184.026855
	Iteration 58Q: 3 clusters Score -6618854 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 14970 members 
Entering Unmasked Estep 
Score: -6618859.000000 Penalty: 5184.026855
	Iteration 59Q: 3 clusters Score -6618859 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 14901 members 
Entering Unmasked Estep 
Score: -6618843.000000 Penalty: 5184.026855
	Iteration 60F: 3 clusters Score -6618843 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19758 members 
Mstep: Class 2 contains 14844 members 
Entering Unmasked Estep 
Score: -6618854.000000 Penalty: 5184.026855
	Iteration 61Q: 3 clusters Score -6618854 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -6618842.500000 Penalty: 5184.026855
	Iteration 62Q: 3 clusters Score -6618842 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19882 members 
Mstep: Class 2 contains 14720 members 
Entering Unmasked Estep 
Score: -6618869.000000 Penalty: 5184.026855
	Iteration 63Q: 3 clusters Score -6618869 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19916 members 
Mstep: Class 2 contains 14686 members 
Entering Unmasked Estep 
Score: -6618861.000000 Penalty: 5184.026855
	Iteration 64Q: 3 clusters Score -6618861 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19941 members 
Mstep: Class 2 contains 14661 members 
Entering Unmasked Estep 
Score: -6618863.500000 Penalty: 5184.026855
	Iteration 65Q: 3 clusters Score -6618864 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19960 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -6618865.000000 Penalty: 5184.026855
	Iteration 66Q: 3 clusters Score -6618865 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19982 members 
Mstep: Class 2 contains 14620 members 
Entering Unmasked Estep 
Score: -6618874.000000 Penalty: 5184.026855
	Iteration 67Q: 3 clusters Score -6618874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19994 members 
Mstep: Class 2 contains 14608 members 
Entering Unmasked Estep 
Score: -6618875.000000 Penalty: 5184.026855
	Iteration 68Q: 3 clusters Score -6618875 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 14602 members 
Entering Unmasked Estep 
Score: -6618873.500000 Penalty: 5184.026855
	Iteration 69Q: 3 clusters Score -6618874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20012 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -6618871.000000 Penalty: 5184.026855
	Iteration 70Q: 3 clusters Score -6618871 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20020 members 
Mstep: Class 2 contains 14582 members 
Entering Unmasked Estep 
Score: -6618872.000000 Penalty: 5184.026855
	Iteration 71Q: 3 clusters Score -6618872 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 14573 members 
Entering Unmasked Estep 
Score: -6618877.000000 Penalty: 5184.026855
	Iteration 72Q: 3 clusters Score -6618877 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
Score: -6618874.000000 Penalty: 5184.026855
	Iteration 73Q: 3 clusters Score -6618874 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20043 members 
Mstep: Class 2 contains 14559 members 
Entering Unmasked Estep 
Score: -6618880.000000 Penalty: 5184.026855
	Iteration 74Q: 3 clusters Score -6618880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 14555 members 
Entering Unmasked Estep 
Score: -6618884.500000 Penalty: 5184.026855
	Iteration 75Q: 3 clusters Score -6618884 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 14553 members 
Entering Unmasked Estep 
Score: -6618888.500000 Penalty: 5184.026855
	Iteration 76Q: 3 clusters Score -6618888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20051 members 
Mstep: Class 2 contains 14551 members 
Entering Unmasked Estep 
Score: -6618886.000000 Penalty: 5184.026855
	Iteration 77Q: 3 clusters Score -6618886 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -6618881.000000 Penalty: 5184.026855
	Iteration 78Q: 3 clusters Score -6618881 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20052 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -6618881.000000 Penalty: 5184.026855
	Iteration 79F: 3 clusters Score -6618881 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29443 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29443 members 
Entering Unmasked Estep 
Score: -5809065.500000 Penalty: 2551.972412
	Iteration 0F: 2 clusters Score -5809066 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14685 members 
Mstep: Class 2 contains 14758 members 
Entering Unmasked Estep 
Score: -5789600.000000 Penalty: 5103.944824
	Iteration 0F: 3 clusters Score -5789600 nChanged 13316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14483 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -5796784.000000 Penalty: 5103.944824
	Iteration 1F: 3 clusters Score -5796784 nChanged 1425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 15159 members 
Entering Unmasked Estep 
Score: -5797211.000000 Penalty: 5103.944824
	Iteration 2Q: 3 clusters Score -5797211 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -5797545.500000 Penalty: 5103.944824
	Iteration 3Q: 3 clusters Score -5797546 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13401 members 
Mstep: Class 2 contains 16042 members 
Entering Unmasked Estep 
Score: -5797864.000000 Penalty: 5103.944824
	Iteration 4Q: 3 clusters Score -5797864 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12715 members 
Mstep: Class 2 contains 16728 members 
Entering Unmasked Estep 
Score: -5798210.000000 Penalty: 5103.944824
	Iteration 5Q: 3 clusters Score -5798210 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11750 members 
Mstep: Class 2 contains 17693 members 
Entering Unmasked Estep 
Score: -5798656.000000 Penalty: 5103.944824
	Iteration 6Q: 3 clusters Score -5798656 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 18925 members 
Entering Unmasked Estep 
Score: -5799265.000000 Penalty: 5103.944824
	Iteration 7Q: 3 clusters Score -5799265 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 20418 members 
Entering Unmasked Estep 
Score: -5800140.500000 Penalty: 5103.944824
	Iteration 8F: 3 clusters Score -5800140 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 22152 members 
Entering Unmasked Estep 
Score: -5801299.000000 Penalty: 5103.944824
	Iteration 9F: 3 clusters Score -5801299 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5404 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -5802739.500000 Penalty: 5103.944824
	Iteration 10F: 3 clusters Score -5802740 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -5804118.500000 Penalty: 5103.944824
	Iteration 11F: 3 clusters Score -5804118 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -5805227.500000 Penalty: 5103.944824
	Iteration 12Q: 3 clusters Score -5805228 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -5805948.000000 Penalty: 5103.944824
	Iteration 13Q: 3 clusters Score -5805948 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 28485 members 
Entering Unmasked Estep 
Score: -5806314.500000 Penalty: 5103.944824
	Iteration 14Q: 3 clusters Score -5806314 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -5806554.000000 Penalty: 5103.944824
	Iteration 15Q: 3 clusters Score -5806554 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 28883 members 
Entering Unmasked Estep 
Score: -5806696.000000 Penalty: 5103.944824
	Iteration 16Q: 3 clusters Score -5806696 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 28960 members 
Entering Unmasked Estep 
Score: -5806772.500000 Penalty: 5103.944824
	Iteration 17Q: 3 clusters Score -5806772 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -5806819.000000 Penalty: 5103.944824
	Iteration 18Q: 3 clusters Score -5806819 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 29020 members 
Entering Unmasked Estep 
Score: -5806841.000000 Penalty: 5103.944824
	Iteration 19Q: 3 clusters Score -5806841 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -5806851.500000 Penalty: 5103.944824
	Iteration 20F: 3 clusters Score -5806852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 29054 members 
Entering Unmasked Estep 
Score: -5806862.500000 Penalty: 5103.944824
	Iteration 21Q: 3 clusters Score -5806862 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 29067 members 
Entering Unmasked Estep 
Score: -5806874.500000 Penalty: 5103.944824
	Iteration 22Q: 3 clusters Score -5806874 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 29073 members 
Entering Unmasked Estep 
Score: -5806879.500000 Penalty: 5103.944824
	Iteration 23Q: 3 clusters Score -5806880 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 29079 members 
Entering Unmasked Estep 
Score: -5806890.000000 Penalty: 5103.944824
	Iteration 24Q: 3 clusters Score -5806890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 29082 members 
Entering Unmasked Estep 
Score: -5806894.500000 Penalty: 5103.944824
	Iteration 25Q: 3 clusters Score -5806894 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 29089 members 
Entering Unmasked Estep 
Score: -5806905.000000 Penalty: 5103.944824
	Iteration 26Q: 3 clusters Score -5806905 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 29095 members 
Entering Unmasked Estep 
Score: -5806903.000000 Penalty: 5103.944824
	Iteration 27Q: 3 clusters Score -5806903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -5806907.000000 Penalty: 5103.944824
	Iteration 28Q: 3 clusters Score -5806907 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 29100 members 
Entering Unmasked Estep 
Score: -5806912.000000 Penalty: 5103.944824
	Iteration 29Q: 3 clusters Score -5806912 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -5806908.000000 Penalty: 5103.944824
	Iteration 30Q: 3 clusters Score -5806908 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -5806916.000000 Penalty: 5103.944824
	Iteration 31Q: 3 clusters Score -5806916 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 29102 members 
Entering Unmasked Estep 
Score: -5806916.000000 Penalty: 5103.944824
	Iteration 32F: 3 clusters Score -5806916 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6998 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6998 members 
Entering Unmasked Estep 
Score: -1276520.625000 Penalty: 2195.637939
	Iteration 0F: 2 clusters Score -1276521 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3486 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1270747.250000 Penalty: 4391.275879
	Iteration 0F: 3 clusters Score -1270747 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 3597 members 
Entering Unmasked Estep 
Score: -1272392.000000 Penalty: 4391.275879
	Iteration 1F: 3 clusters Score -1272392 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 3708 members 
Entering Unmasked Estep 
Score: -1272816.875000 Penalty: 4391.275879
	Iteration 2F: 3 clusters Score -1272817 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 3808 members 
Entering Unmasked Estep 
Score: -1273201.500000 Penalty: 4391.275879
	Iteration 3F: 3 clusters Score -1273202 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -1273555.250000 Penalty: 4391.275879
	Iteration 4F: 3 clusters Score -1273555 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3039 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -1273912.875000 Penalty: 4391.275879
	Iteration 5F: 3 clusters Score -1273913 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1274214.000000 Penalty: 4391.275879
	Iteration 6F: 3 clusters Score -1274214 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1274405.375000 Penalty: 4391.275879
	Iteration 7Q: 3 clusters Score -1274405 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4258 members 
Entering Unmasked Estep 
Score: -1274561.375000 Penalty: 4391.275879
	Iteration 8Q: 3 clusters Score -1274561 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1274700.000000 Penalty: 4391.275879
	Iteration 9Q: 3 clusters Score -1274700 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
Score: -1274811.875000 Penalty: 4391.275879
	Iteration 10Q: 3 clusters Score -1274812 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1274877.625000 Penalty: 4391.275879
	Iteration 11Q: 3 clusters Score -1274878 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 4662 members 
Entering Unmasked Estep 
Score: -1274928.500000 Penalty: 4391.275879
	Iteration 12Q: 3 clusters Score -1274928 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -1274967.375000 Penalty: 4391.275879
	Iteration 13Q: 3 clusters Score -1274967 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 4771 members 
Entering Unmasked Estep 
Score: -1274994.125000 Penalty: 4391.275879
	Iteration 14Q: 3 clusters Score -1274994 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 4811 members 
Entering Unmasked Estep 
Score: -1275007.500000 Penalty: 4391.275879
	Iteration 15Q: 3 clusters Score -1275008 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 4851 members 
Entering Unmasked Estep 
Score: -1275019.500000 Penalty: 4391.275879
	Iteration 16Q: 3 clusters Score -1275020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2112 members 
Mstep: Class 2 contains 4886 members 
Entering Unmasked Estep 
Score: -1275033.875000 Penalty: 4391.275879
	Iteration 17Q: 3 clusters Score -1275034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 4926 members 
Entering Unmasked Estep 
Score: -1275054.000000 Penalty: 4391.275879
	Iteration 18Q: 3 clusters Score -1275054 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2028 members 
Mstep: Class 2 contains 4970 members 
Entering Unmasked Estep 
Score: -1275067.625000 Penalty: 4391.275879
	Iteration 19Q: 3 clusters Score -1275068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1985 members 
Mstep: Class 2 contains 5013 members 
Entering Unmasked Estep 
Score: -1275089.875000 Penalty: 4391.275879
	Iteration 20F: 3 clusters Score -1275090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 5040 members 
Entering Unmasked Estep 
Score: -1275101.125000 Penalty: 4391.275879
	Iteration 21Q: 3 clusters Score -1275101 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1275111.375000 Penalty: 4391.275879
	Iteration 22Q: 3 clusters Score -1275111 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 5098 members 
Entering Unmasked Estep 
Score: -1275122.250000 Penalty: 4391.275879
	Iteration 23Q: 3 clusters Score -1275122 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1865 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -1275139.875000 Penalty: 4391.275879
	Iteration 24Q: 3 clusters Score -1275140 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1833 members 
Mstep: Class 2 contains 5165 members 
Entering Unmasked Estep 
Score: -1275153.875000 Penalty: 4391.275879
	Iteration 25Q: 3 clusters Score -1275154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 5187 members 
Entering Unmasked Estep 
Score: -1275166.125000 Penalty: 4391.275879
	Iteration 26Q: 3 clusters Score -1275166 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1275169.375000 Penalty: 4391.275879
	Iteration 27Q: 3 clusters Score -1275169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 5220 members 
Entering Unmasked Estep 
Score: -1275179.250000 Penalty: 4391.275879
	Iteration 28Q: 3 clusters Score -1275179 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1275183.250000 Penalty: 4391.275879
	Iteration 29Q: 3 clusters Score -1275183 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1740 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1275193.625000 Penalty: 4391.275879
	Iteration 30Q: 3 clusters Score -1275194 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -1275206.375000 Penalty: 4391.275879
	Iteration 31Q: 3 clusters Score -1275206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 5286 members 
Entering Unmasked Estep 
Score: -1275216.125000 Penalty: 4391.275879
	Iteration 32Q: 3 clusters Score -1275216 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 5301 members 
Entering Unmasked Estep 
Score: -1275228.500000 Penalty: 4391.275879
	Iteration 33Q: 3 clusters Score -1275228 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1682 members 
Mstep: Class 2 contains 5316 members 
Entering Unmasked Estep 
Score: -1275233.625000 Penalty: 4391.275879
	Iteration 34Q: 3 clusters Score -1275234 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 5324 members 
Entering Unmasked Estep 
Score: -1275236.375000 Penalty: 4391.275879
	Iteration 35Q: 3 clusters Score -1275236 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 5330 members 
Entering Unmasked Estep 
Score: -1275245.875000 Penalty: 4391.275879
	Iteration 36Q: 3 clusters Score -1275246 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 5338 members 
Entering Unmasked Estep 
Score: -1275251.000000 Penalty: 4391.275879
	Iteration 37Q: 3 clusters Score -1275251 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 5348 members 
Entering Unmasked Estep 
Score: -1275259.625000 Penalty: 4391.275879
	Iteration 38Q: 3 clusters Score -1275260 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1275261.125000 Penalty: 4391.275879
	Iteration 39Q: 3 clusters Score -1275261 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 5375 members 
Entering Unmasked Estep 
Score: -1275268.875000 Penalty: 4391.275879
	Iteration 40F: 3 clusters Score -1275269 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 5386 members 
Entering Unmasked Estep 
Score: -1275271.750000 Penalty: 4391.275879
	Iteration 41Q: 3 clusters Score -1275272 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1275272.625000 Penalty: 4391.275879
	Iteration 42Q: 3 clusters Score -1275273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 5397 members 
Entering Unmasked Estep 
Score: -1275275.500000 Penalty: 4391.275879
	Iteration 43Q: 3 clusters Score -1275276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 5400 members 
Entering Unmasked Estep 
Score: -1275276.750000 Penalty: 4391.275879
	Iteration 44Q: 3 clusters Score -1275277 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1595 members 
Mstep: Class 2 contains 5403 members 
Entering Unmasked Estep 
Score: -1275278.375000 Penalty: 4391.275879
	Iteration 45Q: 3 clusters Score -1275278 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1275283.750000 Penalty: 4391.275879
	Iteration 46Q: 3 clusters Score -1275284 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1275286.625000 Penalty: 4391.275879
	Iteration 47Q: 3 clusters Score -1275287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 5420 members 
Entering Unmasked Estep 
Score: -1275284.750000 Penalty: 4391.275879
	Iteration 48Q: 3 clusters Score -1275285 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1574 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1275286.375000 Penalty: 4391.275879
	Iteration 49Q: 3 clusters Score -1275286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 5426 members 
Entering Unmasked Estep 
Score: -1275286.250000 Penalty: 4391.275879
	Iteration 50Q: 3 clusters Score -1275286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1275288.375000 Penalty: 4391.275879
	Iteration 51Q: 3 clusters Score -1275288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1275288.375000 Penalty: 4391.275879
	Iteration 52F: 3 clusters Score -1275288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (27962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Entering Unmasked Estep 
Score: -5400708.000000 Penalty: 2539.173340
	Iteration 0F: 2 clusters Score -5400708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -5381845.500000 Penalty: 5078.346680
	Iteration 0F: 3 clusters Score -5381846 nChanged 12620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14066 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -5388684.500000 Penalty: 5078.346680
	Iteration 1F: 3 clusters Score -5388684 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 13821 members 
Entering Unmasked Estep 
Score: -5389042.000000 Penalty: 5078.346680
	Iteration 2Q: 3 clusters Score -5389042 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14221 members 
Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -5389361.500000 Penalty: 5078.346680
	Iteration 3Q: 3 clusters Score -5389362 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 13691 members 
Entering Unmasked Estep 
Score: -5389620.000000 Penalty: 5078.346680
	Iteration 4Q: 3 clusters Score -5389620 nChanged 871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 13618 members 
Entering Unmasked Estep 
Score: -5389819.000000 Penalty: 5078.346680
	Iteration 5Q: 3 clusters Score -5389819 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14468 members 
Mstep: Class 2 contains 13494 members 
Entering Unmasked Estep 
Score: -5390020.500000 Penalty: 5078.346680
	Iteration 6Q: 3 clusters Score -5390020 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5390212.500000 Penalty: 5078.346680
	Iteration 7Q: 3 clusters Score -5390212 nChanged 733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 13209 members 
Entering Unmasked Estep 
Score: -5390383.000000 Penalty: 5078.346680
	Iteration 8Q: 3 clusters Score -5390383 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14965 members 
Mstep: Class 2 contains 12997 members 
Entering Unmasked Estep 
Score: -5390563.000000 Penalty: 5078.346680
	Iteration 9Q: 3 clusters Score -5390563 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 12776 members 
Entering Unmasked Estep 
Score: -5390751.000000 Penalty: 5078.346680
	Iteration 10Q: 3 clusters Score -5390751 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15455 members 
Mstep: Class 2 contains 12507 members 
Entering Unmasked Estep 
Score: -5390928.500000 Penalty: 5078.346680
	Iteration 11Q: 3 clusters Score -5390928 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15825 members 
Mstep: Class 2 contains 12137 members 
Entering Unmasked Estep 
Score: -5391152.500000 Penalty: 5078.346680
	Iteration 12Q: 3 clusters Score -5391152 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16257 members 
Mstep: Class 2 contains 11705 members 
Entering Unmasked Estep 
Score: -5391429.500000 Penalty: 5078.346680
	Iteration 13Q: 3 clusters Score -5391430 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 11240 members 
Entering Unmasked Estep 
Score: -5391779.500000 Penalty: 5078.346680
	Iteration 14Q: 3 clusters Score -5391780 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17232 members 
Mstep: Class 2 contains 10730 members 
Entering Unmasked Estep 
Score: -5392237.000000 Penalty: 5078.346680
	Iteration 15Q: 3 clusters Score -5392237 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 10168 members 
Entering Unmasked Estep 
Score: -5392804.500000 Penalty: 5078.346680
	Iteration 16Q: 3 clusters Score -5392804 nChanged 1118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18388 members 
Mstep: Class 2 contains 9574 members 
Entering Unmasked Estep 
Score: -5393529.000000 Penalty: 5078.346680
	Iteration 17Q: 3 clusters Score -5393529 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18984 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -5394330.500000 Penalty: 5078.346680
	Iteration 18Q: 3 clusters Score -5394330 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19503 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -5394997.500000 Penalty: 5078.346680
	Iteration 19Q: 3 clusters Score -5394998 nChanged 888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -5395504.500000 Penalty: 5078.346680
	Iteration 20F: 3 clusters Score -5395504 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -5395855.500000 Penalty: 5078.346680
	Iteration 21Q: 3 clusters Score -5395856 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 7241 members 
Entering Unmasked Estep 
Score: -5396057.500000 Penalty: 5078.346680
	Iteration 22Q: 3 clusters Score -5396058 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21128 members 
Mstep: Class 2 contains 6834 members 
Entering Unmasked Estep 
Score: -5396253.500000 Penalty: 5078.346680
	Iteration 23Q: 3 clusters Score -5396254 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21520 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -5396380.000000 Penalty: 5078.346680
	Iteration 24Q: 3 clusters Score -5396380 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21907 members 
Mstep: Class 2 contains 6055 members 
Entering Unmasked Estep 
Score: -5396512.500000 Penalty: 5078.346680
	Iteration 25Q: 3 clusters Score -5396512 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22284 members 
Mstep: Class 2 contains 5678 members 
Entering Unmasked Estep 
Score: -5396642.000000 Penalty: 5078.346680
	Iteration 26Q: 3 clusters Score -5396642 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22684 members 
Mstep: Class 2 contains 5278 members 
Entering Unmasked Estep 
Score: -5396804.000000 Penalty: 5078.346680
	Iteration 27Q: 3 clusters Score -5396804 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23063 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -5396948.000000 Penalty: 5078.346680
	Iteration 28Q: 3 clusters Score -5396948 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23445 members 
Mstep: Class 2 contains 4517 members 
Entering Unmasked Estep 
Score: -5397072.500000 Penalty: 5078.346680
	Iteration 29Q: 3 clusters Score -5397072 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23804 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -5397184.000000 Penalty: 5078.346680
	Iteration 30Q: 3 clusters Score -5397184 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24151 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -5397291.000000 Penalty: 5078.346680
	Iteration 31Q: 3 clusters Score -5397291 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24533 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -5397468.500000 Penalty: 5078.346680
	Iteration 32Q: 3 clusters Score -5397468 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -5397606.500000 Penalty: 5078.346680
	Iteration 33Q: 3 clusters Score -5397606 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25261 members 
Mstep: Class 2 contains 2701 members 
Entering Unmasked Estep 
Score: -5397737.000000 Penalty: 5078.346680
	Iteration 34Q: 3 clusters Score -5397737 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25583 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -5397892.000000 Penalty: 5078.346680
	Iteration 35Q: 3 clusters Score -5397892 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25881 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5398015.500000 Penalty: 5078.346680
	Iteration 36Q: 3 clusters Score -5398016 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26154 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -5398089.500000 Penalty: 5078.346680
	Iteration 37Q: 3 clusters Score -5398090 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -5398136.500000 Penalty: 5078.346680
	Iteration 38Q: 3 clusters Score -5398136 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26604 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5398235.000000 Penalty: 5078.346680
	Iteration 39Q: 3 clusters Score -5398235 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26779 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -5398320.000000 Penalty: 5078.346680
	Iteration 40F: 3 clusters Score -5398320 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26919 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -5398378.000000 Penalty: 5078.346680
	Iteration 41Q: 3 clusters Score -5398378 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27026 members 
Mstep: Class 2 contains 936 members 
Entering Unmasked Estep 
Score: -5398409.000000 Penalty: 5078.346680
	Iteration 42Q: 3 clusters Score -5398409 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5398460.000000 Penalty: 5078.346680
	Iteration 43Q: 3 clusters Score -5398460 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27187 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5398484.500000 Penalty: 5078.346680
	Iteration 44Q: 3 clusters Score -5398484 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5398522.500000 Penalty: 5078.346680
	Iteration 45Q: 3 clusters Score -5398522 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27281 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -5398526.000000 Penalty: 5078.346680
	Iteration 46Q: 3 clusters Score -5398526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -5398535.000000 Penalty: 5078.346680
	Iteration 47Q: 3 clusters Score -5398535 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27359 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5398550.000000 Penalty: 5078.346680
	Iteration 48Q: 3 clusters Score -5398550 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27385 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -5398558.000000 Penalty: 5078.346680
	Iteration 49Q: 3 clusters Score -5398558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -5398572.500000 Penalty: 5078.346680
	Iteration 50Q: 3 clusters Score -5398572 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -5398579.000000 Penalty: 5078.346680
	Iteration 51Q: 3 clusters Score -5398579 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -5398585.000000 Penalty: 5078.346680
	Iteration 52Q: 3 clusters Score -5398585 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27433 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -5398584.500000 Penalty: 5078.346680
	Iteration 53Q: 3 clusters Score -5398584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27435 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5398589.500000 Penalty: 5078.346680
	Iteration 54Q: 3 clusters Score -5398590 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -5398587.500000 Penalty: 5078.346680
	Iteration 55Q: 3 clusters Score -5398588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27439 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -5398583.000000 Penalty: 5078.346680
	Iteration 56Q: 3 clusters Score -5398583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27443 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -5398592.000000 Penalty: 5078.346680
	Iteration 57Q: 3 clusters Score -5398592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5398597.500000 Penalty: 5078.346680
	Iteration 58Q: 3 clusters Score -5398598 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27450 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5398594.000000 Penalty: 5078.346680
	Iteration 59Q: 3 clusters Score -5398594 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27453 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5398592.000000 Penalty: 5078.346680
	Iteration 60F: 3 clusters Score -5398592 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27456 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -5398592.500000 Penalty: 5078.346680
	Iteration 61Q: 3 clusters Score -5398592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -5398594.000000 Penalty: 5078.346680
	Iteration 62Q: 3 clusters Score -5398594 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5398594.000000 Penalty: 5078.346680
	Iteration 63Q: 3 clusters Score -5398594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27466 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -5398592.500000 Penalty: 5078.346680
	Iteration 64Q: 3 clusters Score -5398592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27468 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -5398590.500000 Penalty: 5078.346680
	Iteration 65Q: 3 clusters Score -5398590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27472 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -5398601.000000 Penalty: 5078.346680
	Iteration 66Q: 3 clusters Score -5398601 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5398596.500000 Penalty: 5078.346680
	Iteration 67Q: 3 clusters Score -5398596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5398599.000000 Penalty: 5078.346680
	Iteration 68Q: 3 clusters Score -5398599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -5398599.000000 Penalty: 5078.346680
	Iteration 69F: 3 clusters Score -5398599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (55690 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55690 members 
Entering Unmasked Estep 
Score: -10206646.000000 Penalty: 2710.033936
	Iteration 0F: 2 clusters Score -1.020665e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27641 members 
Mstep: Class 2 contains 28049 members 
Entering Unmasked Estep 
Score: -10170952.000000 Penalty: 5420.067871
	Iteration 0F: 3 clusters Score -1.017095e+07 nChanged 25691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 30322 members 
Entering Unmasked Estep 
Score: -10185302.000000 Penalty: 5420.067871
	Iteration 1F: 3 clusters Score -1.01853e+07 nChanged 2479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23805 members 
Mstep: Class 2 contains 31885 members 
Entering Unmasked Estep 
Score: -10186156.000000 Penalty: 5420.067871
	Iteration 2Q: 3 clusters Score -1.018616e+07 nChanged 2776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21555 members 
Mstep: Class 2 contains 34135 members 
Entering Unmasked Estep 
Score: -10187509.000000 Penalty: 5420.067871
	Iteration 3Q: 3 clusters Score -1.018751e+07 nChanged 3501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18480 members 
Mstep: Class 2 contains 37210 members 
Entering Unmasked Estep 
Score: -10189597.000000 Penalty: 5420.067871
	Iteration 4F: 3 clusters Score -1.01896e+07 nChanged 4239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 41141 members 
Entering Unmasked Estep 
Score: -10192847.000000 Penalty: 5420.067871
	Iteration 5F: 3 clusters Score -1.019285e+07 nChanged 4708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10151 members 
Mstep: Class 2 contains 45539 members 
Entering Unmasked Estep 
Score: -10196986.000000 Penalty: 5420.067871
	Iteration 6F: 3 clusters Score -1.019699e+07 nChanged 4088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6343 members 
Mstep: Class 2 contains 49347 members 
Entering Unmasked Estep 
Score: -10200650.000000 Penalty: 5420.067871
	Iteration 7F: 3 clusters Score -1.020065e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3946 members 
Mstep: Class 2 contains 51744 members 
Entering Unmasked Estep 
Score: -10203010.000000 Penalty: 5420.067871
	Iteration 8Q: 3 clusters Score -1.020301e+07 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2760 members 
Mstep: Class 2 contains 52930 members 
Entering Unmasked Estep 
Score: -10204171.000000 Penalty: 5420.067871
	Iteration 9Q: 3 clusters Score -1.020417e+07 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2222 members 
Mstep: Class 2 contains 53468 members 
Entering Unmasked Estep 
Score: -10204783.000000 Penalty: 5420.067871
	Iteration 10Q: 3 clusters Score -1.020478e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 53722 members 
Entering Unmasked Estep 
Score: -10205110.000000 Penalty: 5420.067871
	Iteration 11Q: 3 clusters Score -1.020511e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 53850 members 
Entering Unmasked Estep 
Score: -10205250.000000 Penalty: 5420.067871
	Iteration 12Q: 3 clusters Score -1.020525e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -10205319.000000 Penalty: 5420.067871
	Iteration 13Q: 3 clusters Score -1.020532e+07 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 53960 members 
Entering Unmasked Estep 
Score: -10205365.000000 Penalty: 5420.067871
	Iteration 14Q: 3 clusters Score -1.020536e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1707 members 
Mstep: Class 2 contains 53983 members 
Entering Unmasked Estep 
Score: -10205373.000000 Penalty: 5420.067871
	Iteration 15Q: 3 clusters Score -1.020537e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1689 members 
Mstep: Class 2 contains 54001 members 
Entering Unmasked Estep 
Score: -10205403.000000 Penalty: 5420.067871
	Iteration 16Q: 3 clusters Score -1.02054e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 54017 members 
Entering Unmasked Estep 
Score: -10205398.000000 Penalty: 5420.067871
	Iteration 17Q: 3 clusters Score -1.02054e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1659 members 
Mstep: Class 2 contains 54031 members 
Entering Unmasked Estep 
Score: -10205414.000000 Penalty: 5420.067871
	Iteration 18Q: 3 clusters Score -1.020541e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 54044 members 
Entering Unmasked Estep 
Score: -10205421.000000 Penalty: 5420.067871
	Iteration 19Q: 3 clusters Score -1.020542e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 54059 members 
Entering Unmasked Estep 
Score: -10205421.000000 Penalty: 5420.067871
	Iteration 20F: 3 clusters Score -1.020542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 54065 members 
Entering Unmasked Estep 
Score: -10205424.000000 Penalty: 5420.067871
	Iteration 21Q: 3 clusters Score -1.020542e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 54069 members 
Entering Unmasked Estep 
Score: -10205436.000000 Penalty: 5420.067871
	Iteration 22Q: 3 clusters Score -1.020544e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1615 members 
Mstep: Class 2 contains 54075 members 
Entering Unmasked Estep 
Score: -10205428.000000 Penalty: 5420.067871
	Iteration 23Q: 3 clusters Score -1.020543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 54080 members 
Entering Unmasked Estep 
Score: -10205425.000000 Penalty: 5420.067871
	Iteration 24Q: 3 clusters Score -1.020542e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -10205439.000000 Penalty: 5420.067871
	Iteration 25Q: 3 clusters Score -1.020544e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1608 members 
Mstep: Class 2 contains 54082 members 
Entering Unmasked Estep 
Score: -10205428.000000 Penalty: 5420.067871
	Iteration 26Q: 3 clusters Score -1.020543e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -10205417.000000 Penalty: 5420.067871
	Iteration 27Q: 3 clusters Score -1.020542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -10205415.000000 Penalty: 5420.067871
	Iteration 28Q: 3 clusters Score -1.020542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1609 members 
Mstep: Class 2 contains 54081 members 
Entering Unmasked Estep 
Score: -10205417.000000 Penalty: 5420.067871
	Iteration 29Q: 3 clusters Score -1.020542e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -10205426.000000 Penalty: 5420.067871
	Iteration 30Q: 3 clusters Score -1.020543e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -10205426.000000 Penalty: 5420.067871
	Iteration 31Q: 3 clusters Score -1.020543e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1607 members 
Mstep: Class 2 contains 54083 members 
Entering Unmasked Estep 
Score: -10205426.000000 Penalty: 5420.067871
	Iteration 32F: 3 clusters Score -1.020543e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (61958 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61958 members 
Entering Unmasked Estep 
Score: -11709961.000000 Penalty: 2736.484619
	Iteration 0F: 2 clusters Score -1.170996e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31291 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -11672389.000000 Penalty: 5472.969238
	Iteration 0F: 3 clusters Score -1.167239e+07 nChanged 28780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33581 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -11688795.000000 Penalty: 5472.969238
	Iteration 1F: 3 clusters Score -1.16888e+07 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35157 members 
Mstep: Class 2 contains 26801 members 
Entering Unmasked Estep 
Score: -11689718.000000 Penalty: 5472.969238
	Iteration 2Q: 3 clusters Score -1.168972e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -11690910.000000 Penalty: 5472.969238
	Iteration 3Q: 3 clusters Score -1.169091e+07 nChanged 3303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40582 members 
Mstep: Class 2 contains 21376 members 
Entering Unmasked Estep 
Score: -11692588.000000 Penalty: 5472.969238
	Iteration 4F: 3 clusters Score -1.169259e+07 nChanged 4204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -11695103.000000 Penalty: 5472.969238
	Iteration 5F: 3 clusters Score -1.16951e+07 nChanged 5057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49751 members 
Mstep: Class 2 contains 12207 members 
Entering Unmasked Estep 
Score: -11698520.000000 Penalty: 5472.969238
	Iteration 6F: 3 clusters Score -1.169852e+07 nChanged 5097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54840 members 
Mstep: Class 2 contains 7118 members 
Entering Unmasked Estep 
Score: -11702288.000000 Penalty: 5472.969238
	Iteration 7F: 3 clusters Score -1.170229e+07 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58518 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -11705133.000000 Penalty: 5472.969238
	Iteration 8F: 3 clusters Score -1.170513e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60379 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -11706434.000000 Penalty: 5472.969238
	Iteration 9Q: 3 clusters Score -1.170643e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61118 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -11706986.000000 Penalty: 5472.969238
	Iteration 10Q: 3 clusters Score -1.170699e+07 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61399 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -11707205.000000 Penalty: 5472.969238
	Iteration 11Q: 3 clusters Score -1.17072e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61509 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -11707322.000000 Penalty: 5472.969238
	Iteration 12Q: 3 clusters Score -1.170732e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61557 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -11707413.000000 Penalty: 5472.969238
	Iteration 13Q: 3 clusters Score -1.170741e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61572 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -11707460.000000 Penalty: 5472.969238
	Iteration 14Q: 3 clusters Score -1.170746e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61597 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -11707488.000000 Penalty: 5472.969238
	Iteration 15Q: 3 clusters Score -1.170749e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61611 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -11707506.000000 Penalty: 5472.969238
	Iteration 16Q: 3 clusters Score -1.170751e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61623 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -11707525.000000 Penalty: 5472.969238
	Iteration 17Q: 3 clusters Score -1.170752e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61627 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -11707544.000000 Penalty: 5472.969238
	Iteration 18Q: 3 clusters Score -1.170754e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61629 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -11707546.000000 Penalty: 5472.969238
	Iteration 19Q: 3 clusters Score -1.170755e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61631 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -11707540.000000 Penalty: 5472.969238
	Iteration 20F: 3 clusters Score -1.170754e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11707543.000000 Penalty: 5472.969238
	Iteration 21Q: 3 clusters Score -1.170754e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61630 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -11707543.000000 Penalty: 5472.969238
	Iteration 22F: 3 clusters Score -1.170754e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (5178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Entering Unmasked Estep 
Score: -971552.812500 Penalty: 2120.939209
	Iteration 0F: 2 clusters Score -971552.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2553 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -966980.250000 Penalty: 4241.878418
	Iteration 0F: 3 clusters Score -966980.2 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2430 members 
Mstep: Class 2 contains 2748 members 
Entering Unmasked Estep 
Score: -968081.437500 Penalty: 4241.878418
	Iteration 1F: 3 clusters Score -968081.4 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -968326.375000 Penalty: 4241.878418
	Iteration 2F: 3 clusters Score -968326.4 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -968489.375000 Penalty: 4241.878418
	Iteration 3F: 3 clusters Score -968489.4 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 3074 members 
Entering Unmasked Estep 
Score: -968607.125000 Penalty: 4241.878418
	Iteration 4Q: 3 clusters Score -968607.1 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -968736.125000 Penalty: 4241.878418
	Iteration 5Q: 3 clusters Score -968736.1 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1859 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -968849.562500 Penalty: 4241.878418
	Iteration 6Q: 3 clusters Score -968849.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 3462 members 
Entering Unmasked Estep 
Score: -968962.000000 Penalty: 4241.878418
	Iteration 7Q: 3 clusters Score -968962 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -969061.937500 Penalty: 4241.878418
	Iteration 8Q: 3 clusters Score -969061.9 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -969156.312500 Penalty: 4241.878418
	Iteration 9Q: 3 clusters Score -969156.3 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -969258.250000 Penalty: 4241.878418
	Iteration 10Q: 3 clusters Score -969258.2 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 3939 members 
Entering Unmasked Estep 
Score: -969332.125000 Penalty: 4241.878418
	Iteration 11Q: 3 clusters Score -969332.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 4032 members 
Entering Unmasked Estep 
Score: -969410.187500 Penalty: 4241.878418
	Iteration 12Q: 3 clusters Score -969410.2 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -969481.812500 Penalty: 4241.878418
	Iteration 13Q: 3 clusters Score -969481.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 4182 members 
Entering Unmasked Estep 
Score: -969533.250000 Penalty: 4241.878418
	Iteration 14Q: 3 clusters Score -969533.2 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 4246 members 
Entering Unmasked Estep 
Score: -969574.125000 Penalty: 4241.878418
	Iteration 15Q: 3 clusters Score -969574.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -969603.437500 Penalty: 4241.878418
	Iteration 16Q: 3 clusters Score -969603.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 4324 members 
Entering Unmasked Estep 
Score: -969624.687500 Penalty: 4241.878418
	Iteration 17Q: 3 clusters Score -969624.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 4362 members 
Entering Unmasked Estep 
Score: -969651.562500 Penalty: 4241.878418
	Iteration 18Q: 3 clusters Score -969651.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -969669.375000 Penalty: 4241.878418
	Iteration 19Q: 3 clusters Score -969669.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -969687.437500 Penalty: 4241.878418
	Iteration 20F: 3 clusters Score -969687.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -969705.375000 Penalty: 4241.878418
	Iteration 21Q: 3 clusters Score -969705.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -969729.250000 Penalty: 4241.878418
	Iteration 22Q: 3 clusters Score -969729.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -969742.875000 Penalty: 4241.878418
	Iteration 23Q: 3 clusters Score -969742.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 4477 members 
Entering Unmasked Estep 
Score: -969754.437500 Penalty: 4241.878418
	Iteration 24Q: 3 clusters Score -969754.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 691 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -969762.125000 Penalty: 4241.878418
	Iteration 25Q: 3 clusters Score -969762.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -969770.687500 Penalty: 4241.878418
	Iteration 26Q: 3 clusters Score -969770.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 4500 members 
Entering Unmasked Estep 
Score: -969777.625000 Penalty: 4241.878418
	Iteration 27Q: 3 clusters Score -969777.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -969783.250000 Penalty: 4241.878418
	Iteration 28Q: 3 clusters Score -969783.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -969788.250000 Penalty: 4241.878418
	Iteration 29Q: 3 clusters Score -969788.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 4524 members 
Entering Unmasked Estep 
Score: -969794.000000 Penalty: 4241.878418
	Iteration 30Q: 3 clusters Score -969794 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 4526 members 
Entering Unmasked Estep 
Score: -969795.000000 Penalty: 4241.878418
	Iteration 31Q: 3 clusters Score -969795 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -969795.937500 Penalty: 4241.878418
	Iteration 32Q: 3 clusters Score -969795.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -969797.812500 Penalty: 4241.878418
	Iteration 33Q: 3 clusters Score -969797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 651 members 
Mstep: Class 2 contains 4527 members 
Entering Unmasked Estep 
Score: -969801.187500 Penalty: 4241.878418
	Iteration 34Q: 3 clusters Score -969801.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -969801.500000 Penalty: 4241.878418
	Iteration 35Q: 3 clusters Score -969801.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 4529 members 
Entering Unmasked Estep 
Score: -969803.125000 Penalty: 4241.878418
	Iteration 36Q: 3 clusters Score -969803.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -969801.687500 Penalty: 4241.878418
	Iteration 37Q: 3 clusters Score -969801.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -969801.687500 Penalty: 4241.878418
	Iteration 38F: 3 clusters Score -969801.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (22717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22717 members 
Entering Unmasked Estep 
Score: -4445539.500000 Penalty: 2487.655273
	Iteration 0F: 2 clusters Score -4445540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 11373 members 
Entering Unmasked Estep 
Score: -4429702.000000 Penalty: 4975.310547
	Iteration 0F: 3 clusters Score -4429702 nChanged 10112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11214 members 
Mstep: Class 2 contains 11503 members 
Entering Unmasked Estep 
Score: -4435020.000000 Penalty: 4975.310547
	Iteration 1F: 3 clusters Score -4435020 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11161 members 
Mstep: Class 2 contains 11556 members 
Entering Unmasked Estep 
Score: -4435361.000000 Penalty: 4975.310547
	Iteration 2Q: 3 clusters Score -4435361 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 11647 members 
Entering Unmasked Estep 
Score: -4435625.000000 Penalty: 4975.310547
	Iteration 3Q: 3 clusters Score -4435625 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10928 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -4435855.500000 Penalty: 4975.310547
	Iteration 4Q: 3 clusters Score -4435856 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10726 members 
Mstep: Class 2 contains 11991 members 
Entering Unmasked Estep 
Score: -4436037.000000 Penalty: 4975.310547
	Iteration 5Q: 3 clusters Score -4436037 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 12215 members 
Entering Unmasked Estep 
Score: -4436200.500000 Penalty: 4975.310547
	Iteration 6Q: 3 clusters Score -4436200 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10252 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4436372.000000 Penalty: 4975.310547
	Iteration 7Q: 3 clusters Score -4436372 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9890 members 
Mstep: Class 2 contains 12827 members 
Entering Unmasked Estep 
Score: -4436608.500000 Penalty: 4975.310547
	Iteration 8Q: 3 clusters Score -4436608 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9429 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -4436834.000000 Penalty: 4975.310547
	Iteration 9Q: 3 clusters Score -4436834 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
Score: -4437176.500000 Penalty: 4975.310547
	Iteration 10Q: 3 clusters Score -4437176 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7962 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -4437707.500000 Penalty: 4975.310547
	Iteration 11Q: 3 clusters Score -4437708 nChanged 1117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6985 members 
Mstep: Class 2 contains 15732 members 
Entering Unmasked Estep 
Score: -4438452.500000 Penalty: 4975.310547
	Iteration 12Q: 3 clusters Score -4438452 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5889 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
Score: -4439362.500000 Penalty: 4975.310547
	Iteration 13F: 3 clusters Score -4439362 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -4440210.000000 Penalty: 4975.310547
	Iteration 14F: 3 clusters Score -4440210 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3908 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -4440994.000000 Penalty: 4975.310547
	Iteration 15Q: 3 clusters Score -4440994 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4441636.000000 Penalty: 4975.310547
	Iteration 16Q: 3 clusters Score -4441636 nChanged 605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4442096.500000 Penalty: 4975.310547
	Iteration 17Q: 3 clusters Score -4442096 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 20565 members 
Entering Unmasked Estep 
Score: -4442427.000000 Penalty: 4975.310547
	Iteration 18Q: 3 clusters Score -4442427 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1817 members 
Mstep: Class 2 contains 20900 members 
Entering Unmasked Estep 
Score: -4442677.000000 Penalty: 4975.310547
	Iteration 19Q: 3 clusters Score -4442677 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1527 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4442901.500000 Penalty: 4975.310547
	Iteration 20F: 3 clusters Score -4442902 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -4443057.000000 Penalty: 4975.310547
	Iteration 21Q: 3 clusters Score -4443057 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 21565 members 
Entering Unmasked Estep 
Score: -4443165.500000 Penalty: 4975.310547
	Iteration 22Q: 3 clusters Score -4443166 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -4443230.000000 Penalty: 4975.310547
	Iteration 23Q: 3 clusters Score -4443230 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 946 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -4443290.000000 Penalty: 4975.310547
	Iteration 24Q: 3 clusters Score -4443290 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 21841 members 
Entering Unmasked Estep 
Score: -4443345.000000 Penalty: 4975.310547
	Iteration 25Q: 3 clusters Score -4443345 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 823 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -4443397.000000 Penalty: 4975.310547
	Iteration 26Q: 3 clusters Score -4443397 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -4443426.500000 Penalty: 4975.310547
	Iteration 27Q: 3 clusters Score -4443426 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 21977 members 
Entering Unmasked Estep 
Score: -4443442.500000 Penalty: 4975.310547
	Iteration 28Q: 3 clusters Score -4443442 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4443462.500000 Penalty: 4975.310547
	Iteration 29Q: 3 clusters Score -4443462 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 22014 members 
Entering Unmasked Estep 
Score: -4443476.000000 Penalty: 4975.310547
	Iteration 30Q: 3 clusters Score -4443476 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 22025 members 
Entering Unmasked Estep 
Score: -4443480.500000 Penalty: 4975.310547
	Iteration 31Q: 3 clusters Score -4443480 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 22043 members 
Entering Unmasked Estep 
Score: -4443488.000000 Penalty: 4975.310547
	Iteration 32Q: 3 clusters Score -4443488 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 22058 members 
Entering Unmasked Estep 
Score: -4443489.500000 Penalty: 4975.310547
	Iteration 33Q: 3 clusters Score -4443490 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -4443496.500000 Penalty: 4975.310547
	Iteration 34Q: 3 clusters Score -4443496 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 22075 members 
Entering Unmasked Estep 
Score: -4443501.500000 Penalty: 4975.310547
	Iteration 35Q: 3 clusters Score -4443502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 22079 members 
Entering Unmasked Estep 
Score: -4443503.000000 Penalty: 4975.310547
	Iteration 36Q: 3 clusters Score -4443503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -4443505.000000 Penalty: 4975.310547
	Iteration 37Q: 3 clusters Score -4443505 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -4443502.500000 Penalty: 4975.310547
	Iteration 38Q: 3 clusters Score -4443502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -4443502.500000 Penalty: 4975.310547
	Iteration 39F: 3 clusters Score -4443502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (60571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60571 members 
Entering Unmasked Estep 
Score: -10978113.000000 Penalty: 2730.869873
	Iteration 0F: 2 clusters Score -1.097811e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 30164 members 
Entering Unmasked Estep 
Score: -10938344.000000 Penalty: 5461.739746
	Iteration 0F: 3 clusters Score -1.093834e+07 nChanged 28222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31705 members 
Mstep: Class 2 contains 28866 members 
Entering Unmasked Estep 
Score: -10954103.000000 Penalty: 5461.739746
	Iteration 1F: 3 clusters Score -1.09541e+07 nChanged 2525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32438 members 
Mstep: Class 2 contains 28133 members 
Entering Unmasked Estep 
Score: -10954809.000000 Penalty: 5461.739746
	Iteration 2Q: 3 clusters Score -1.095481e+07 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33525 members 
Mstep: Class 2 contains 27046 members 
Entering Unmasked Estep 
Score: -10955794.000000 Penalty: 5461.739746
	Iteration 3Q: 3 clusters Score -1.095579e+07 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35026 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -10956838.000000 Penalty: 5461.739746
	Iteration 4Q: 3 clusters Score -1.095684e+07 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36956 members 
Mstep: Class 2 contains 23615 members 
Entering Unmasked Estep 
Score: -10958231.000000 Penalty: 5461.739746
	Iteration 5Q: 3 clusters Score -1.095823e+07 nChanged 3289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39381 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -10960297.000000 Penalty: 5461.739746
	Iteration 6F: 3 clusters Score -1.09603e+07 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42198 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -10962800.000000 Penalty: 5461.739746
	Iteration 7F: 3 clusters Score -1.09628e+07 nChanged 3668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45108 members 
Mstep: Class 2 contains 15463 members 
Entering Unmasked Estep 
Score: -10965628.000000 Penalty: 5461.739746
	Iteration 8F: 3 clusters Score -1.096563e+07 nChanged 3195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47723 members 
Mstep: Class 2 contains 12848 members 
Entering Unmasked Estep 
Score: -10968151.000000 Penalty: 5461.739746
	Iteration 9F: 3 clusters Score -1.096815e+07 nChanged 2667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49918 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -10970011.000000 Penalty: 5461.739746
	Iteration 10Q: 3 clusters Score -1.097001e+07 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51684 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -10971385.000000 Penalty: 5461.739746
	Iteration 11Q: 3 clusters Score -1.097138e+07 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53167 members 
Mstep: Class 2 contains 7404 members 
Entering Unmasked Estep 
Score: -10972244.000000 Penalty: 5461.739746
	Iteration 12Q: 3 clusters Score -1.097224e+07 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54408 members 
Mstep: Class 2 contains 6163 members 
Entering Unmasked Estep 
Score: -10972913.000000 Penalty: 5461.739746
	Iteration 13Q: 3 clusters Score -1.097291e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55408 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -10973349.000000 Penalty: 5461.739746
	Iteration 14Q: 3 clusters Score -1.097335e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56291 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -10973755.000000 Penalty: 5461.739746
	Iteration 15Q: 3 clusters Score -1.097376e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57031 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -10974097.000000 Penalty: 5461.739746
	Iteration 16Q: 3 clusters Score -1.09741e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57689 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -10974466.000000 Penalty: 5461.739746
	Iteration 17Q: 3 clusters Score -1.097447e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58206 members 
Mstep: Class 2 contains 2365 members 
Entering Unmasked Estep 
Score: -10974755.000000 Penalty: 5461.739746
	Iteration 18Q: 3 clusters Score -1.097476e+07 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58624 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -10975028.000000 Penalty: 5461.739746
	Iteration 19Q: 3 clusters Score -1.097503e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58946 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -10975179.000000 Penalty: 5461.739746
	Iteration 20F: 3 clusters Score -1.097518e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59164 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -10975277.000000 Penalty: 5461.739746
	Iteration 21Q: 3 clusters Score -1.097528e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59318 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -10975337.000000 Penalty: 5461.739746
	Iteration 22Q: 3 clusters Score -1.097534e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59453 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -10975386.000000 Penalty: 5461.739746
	Iteration 23Q: 3 clusters Score -1.097539e+07 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59544 members 
Mstep: Class 2 contains 1027 members 
Entering Unmasked Estep 
Score: -10975452.000000 Penalty: 5461.739746
	Iteration 24Q: 3 clusters Score -1.097545e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59612 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -10975488.000000 Penalty: 5461.739746
	Iteration 25Q: 3 clusters Score -1.097549e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -10975496.000000 Penalty: 5461.739746
	Iteration 26Q: 3 clusters Score -1.09755e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59715 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -10975557.000000 Penalty: 5461.739746
	Iteration 27Q: 3 clusters Score -1.097556e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59756 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -10975581.000000 Penalty: 5461.739746
	Iteration 28Q: 3 clusters Score -1.097558e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59787 members 
Mstep: Class 2 contains 784 members 
Entering Unmasked Estep 
Score: -10975593.000000 Penalty: 5461.739746
	Iteration 29Q: 3 clusters Score -1.097559e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59823 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -10975634.000000 Penalty: 5461.739746
	Iteration 30Q: 3 clusters Score -1.097563e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59860 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -10975654.000000 Penalty: 5461.739746
	Iteration 31Q: 3 clusters Score -1.097565e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59886 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -10975663.000000 Penalty: 5461.739746
	Iteration 32Q: 3 clusters Score -1.097566e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59910 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -10975683.000000 Penalty: 5461.739746
	Iteration 33Q: 3 clusters Score -1.097568e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59929 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -10975706.000000 Penalty: 5461.739746
	Iteration 34Q: 3 clusters Score -1.097571e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59939 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -10975705.000000 Penalty: 5461.739746
	Iteration 35Q: 3 clusters Score -1.09757e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59951 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -10975717.000000 Penalty: 5461.739746
	Iteration 36Q: 3 clusters Score -1.097572e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59961 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -10975734.000000 Penalty: 5461.739746
	Iteration 37Q: 3 clusters Score -1.097573e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59970 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10975731.000000 Penalty: 5461.739746
	Iteration 38Q: 3 clusters Score -1.097573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59981 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -10975745.000000 Penalty: 5461.739746
	Iteration 39Q: 3 clusters Score -1.097574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59988 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -10975748.000000 Penalty: 5461.739746
	Iteration 40F: 3 clusters Score -1.097575e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59994 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -10975755.000000 Penalty: 5461.739746
	Iteration 41Q: 3 clusters Score -1.097576e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59996 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10975765.000000 Penalty: 5461.739746
	Iteration 42Q: 3 clusters Score -1.097576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60004 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10975769.000000 Penalty: 5461.739746
	Iteration 43Q: 3 clusters Score -1.097577e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60007 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -10975768.000000 Penalty: 5461.739746
	Iteration 44Q: 3 clusters Score -1.097577e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10975774.000000 Penalty: 5461.739746
	Iteration 45Q: 3 clusters Score -1.097577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60008 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -10975774.000000 Penalty: 5461.739746
	Iteration 46Q: 3 clusters Score -1.097577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60009 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -10975771.000000 Penalty: 5461.739746
	Iteration 47Q: 3 clusters Score -1.097577e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10975775.000000 Penalty: 5461.739746
	Iteration 48Q: 3 clusters Score -1.097578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60010 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10975785.000000 Penalty: 5461.739746
	Iteration 49Q: 3 clusters Score -1.097578e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10975778.000000 Penalty: 5461.739746
	Iteration 50Q: 3 clusters Score -1.097578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60011 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -10975778.000000 Penalty: 5461.739746
	Iteration 51F: 3 clusters Score -1.097578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (30138 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30138 members 
Entering Unmasked Estep 
Score: -6029254.000000 Penalty: 2557.758545
	Iteration 0F: 2 clusters Score -6029254 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15060 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -6010851.000000 Penalty: 5115.517090
	Iteration 0F: 3 clusters Score -6010851 nChanged 13566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15278 members 
Mstep: Class 2 contains 14860 members 
Entering Unmasked Estep 
Score: -6018300.000000 Penalty: 5115.517090
	Iteration 1F: 3 clusters Score -6018300 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15285 members 
Mstep: Class 2 contains 14853 members 
Entering Unmasked Estep 
Score: -6018807.500000 Penalty: 5115.517090
	Iteration 2Q: 3 clusters Score -6018808 nChanged 1295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -6019215.500000 Penalty: 5115.517090
	Iteration 3Q: 3 clusters Score -6019216 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15312 members 
Mstep: Class 2 contains 14826 members 
Entering Unmasked Estep 
Score: -6019579.500000 Penalty: 5115.517090
	Iteration 4Q: 3 clusters Score -6019580 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15336 members 
Mstep: Class 2 contains 14802 members 
Entering Unmasked Estep 
Score: -6019927.000000 Penalty: 5115.517090
	Iteration 5Q: 3 clusters Score -6019927 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15348 members 
Mstep: Class 2 contains 14790 members 
Entering Unmasked Estep 
Score: -6020323.000000 Penalty: 5115.517090
	Iteration 6Q: 3 clusters Score -6020323 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15357 members 
Mstep: Class 2 contains 14781 members 
Entering Unmasked Estep 
Score: -6020826.000000 Penalty: 5115.517090
	Iteration 7Q: 3 clusters Score -6020826 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 14710 members 
Entering Unmasked Estep 
Score: -6021584.000000 Penalty: 5115.517090
	Iteration 8Q: 3 clusters Score -6021584 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15482 members 
Mstep: Class 2 contains 14656 members 
Entering Unmasked Estep 
Score: -6022693.500000 Penalty: 5115.517090
	Iteration 9F: 3 clusters Score -6022694 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 14540 members 
Entering Unmasked Estep 
Score: -6023966.500000 Penalty: 5115.517090
	Iteration 10F: 3 clusters Score -6023966 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15600 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -6024902.000000 Penalty: 5115.517090
	Iteration 11F: 3 clusters Score -6024902 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15607 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -6025362.000000 Penalty: 5115.517090
	Iteration 12Q: 3 clusters Score -6025362 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15548 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
Score: -6025526.000000 Penalty: 5115.517090
	Iteration 13Q: 3 clusters Score -6025526 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15490 members 
Mstep: Class 2 contains 14648 members 
Entering Unmasked Estep 
Score: -6025656.500000 Penalty: 5115.517090
	Iteration 14Q: 3 clusters Score -6025656 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15398 members 
Mstep: Class 2 contains 14740 members 
Entering Unmasked Estep 
Score: -6025754.500000 Penalty: 5115.517090
	Iteration 15Q: 3 clusters Score -6025754 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 14879 members 
Entering Unmasked Estep 
Score: -6025870.500000 Penalty: 5115.517090
	Iteration 16Q: 3 clusters Score -6025870 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15096 members 
Mstep: Class 2 contains 15042 members 
Entering Unmasked Estep 
Score: -6025979.000000 Penalty: 5115.517090
	Iteration 17Q: 3 clusters Score -6025979 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 15217 members 
Entering Unmasked Estep 
Score: -6026102.000000 Penalty: 5115.517090
	Iteration 18Q: 3 clusters Score -6026102 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14716 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -6026251.500000 Penalty: 5115.517090
	Iteration 19Q: 3 clusters Score -6026252 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14472 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -6026358.500000 Penalty: 5115.517090
	Iteration 20F: 3 clusters Score -6026358 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -6026476.500000 Penalty: 5115.517090
	Iteration 21Q: 3 clusters Score -6026476 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -6026581.500000 Penalty: 5115.517090
	Iteration 22Q: 3 clusters Score -6026582 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13852 members 
Mstep: Class 2 contains 16286 members 
Entering Unmasked Estep 
Score: -6026649.500000 Penalty: 5115.517090
	Iteration 23Q: 3 clusters Score -6026650 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13685 members 
Mstep: Class 2 contains 16453 members 
Entering Unmasked Estep 
Score: -6026753.000000 Penalty: 5115.517090
	Iteration 24Q: 3 clusters Score -6026753 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13506 members 
Mstep: Class 2 contains 16632 members 
Entering Unmasked Estep 
Score: -6026823.000000 Penalty: 5115.517090
	Iteration 25Q: 3 clusters Score -6026823 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13352 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -6026867.000000 Penalty: 5115.517090
	Iteration 26Q: 3 clusters Score -6026867 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13191 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -6026919.500000 Penalty: 5115.517090
	Iteration 27Q: 3 clusters Score -6026920 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13049 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -6026947.500000 Penalty: 5115.517090
	Iteration 28Q: 3 clusters Score -6026948 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 17252 members 
Entering Unmasked Estep 
Score: -6026970.000000 Penalty: 5115.517090
	Iteration 29Q: 3 clusters Score -6026970 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12718 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -6027026.000000 Penalty: 5115.517090
	Iteration 30Q: 3 clusters Score -6027026 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12566 members 
Mstep: Class 2 contains 17572 members 
Entering Unmasked Estep 
Score: -6027048.500000 Penalty: 5115.517090
	Iteration 31Q: 3 clusters Score -6027048 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12423 members 
Mstep: Class 2 contains 17715 members 
Entering Unmasked Estep 
Score: -6027083.500000 Penalty: 5115.517090
	Iteration 32Q: 3 clusters Score -6027084 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12282 members 
Mstep: Class 2 contains 17856 members 
Entering Unmasked Estep 
Score: -6027122.500000 Penalty: 5115.517090
	Iteration 33Q: 3 clusters Score -6027122 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12106 members 
Mstep: Class 2 contains 18032 members 
Entering Unmasked Estep 
Score: -6027151.000000 Penalty: 5115.517090
	Iteration 34Q: 3 clusters Score -6027151 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11921 members 
Mstep: Class 2 contains 18217 members 
Entering Unmasked Estep 
Score: -6027170.500000 Penalty: 5115.517090
	Iteration 35Q: 3 clusters Score -6027170 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -6027200.500000 Penalty: 5115.517090
	Iteration 36Q: 3 clusters Score -6027200 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11506 members 
Mstep: Class 2 contains 18632 members 
Entering Unmasked Estep 
Score: -6027239.000000 Penalty: 5115.517090
	Iteration 37Q: 3 clusters Score -6027239 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11276 members 
Mstep: Class 2 contains 18862 members 
Entering Unmasked Estep 
Score: -6027290.500000 Penalty: 5115.517090
	Iteration 38Q: 3 clusters Score -6027290 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -6027355.500000 Penalty: 5115.517090
	Iteration 39Q: 3 clusters Score -6027356 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10830 members 
Mstep: Class 2 contains 19308 members 
Entering Unmasked Estep 
Score: -6027365.500000 Penalty: 5115.517090
	Iteration 40F: 3 clusters Score -6027366 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10607 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -6027397.500000 Penalty: 5115.517090
	Iteration 41Q: 3 clusters Score -6027398 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 19745 members 
Entering Unmasked Estep 
Score: -6027418.000000 Penalty: 5115.517090
	Iteration 42Q: 3 clusters Score -6027418 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10184 members 
Mstep: Class 2 contains 19954 members 
Entering Unmasked Estep 
Score: -6027441.000000 Penalty: 5115.517090
	Iteration 43Q: 3 clusters Score -6027441 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9959 members 
Mstep: Class 2 contains 20179 members 
Entering Unmasked Estep 
Score: -6027468.500000 Penalty: 5115.517090
	Iteration 44Q: 3 clusters Score -6027468 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9768 members 
Mstep: Class 2 contains 20370 members 
Entering Unmasked Estep 
Score: -6027474.500000 Penalty: 5115.517090
	Iteration 45Q: 3 clusters Score -6027474 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 20579 members 
Entering Unmasked Estep 
Score: -6027489.500000 Penalty: 5115.517090
	Iteration 46Q: 3 clusters Score -6027490 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -6027494.500000 Penalty: 5115.517090
	Iteration 47Q: 3 clusters Score -6027494 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9180 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -6027484.500000 Penalty: 5115.517090
	Iteration 48Q: 3 clusters Score -6027484 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -6027469.500000 Penalty: 5115.517090
	Iteration 49Q: 3 clusters Score -6027470 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -6027471.500000 Penalty: 5115.517090
	Iteration 50Q: 3 clusters Score -6027472 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 21446 members 
Entering Unmasked Estep 
Score: -6027477.500000 Penalty: 5115.517090
	Iteration 51Q: 3 clusters Score -6027478 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 21568 members 
Entering Unmasked Estep 
Score: -6027482.000000 Penalty: 5115.517090
	Iteration 52Q: 3 clusters Score -6027482 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8446 members 
Mstep: Class 2 contains 21692 members 
Entering Unmasked Estep 
Score: -6027489.000000 Penalty: 5115.517090
	Iteration 53Q: 3 clusters Score -6027489 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8319 members 
Mstep: Class 2 contains 21819 members 
Entering Unmasked Estep 
Score: -6027494.500000 Penalty: 5115.517090
	Iteration 54Q: 3 clusters Score -6027494 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8209 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -6027489.000000 Penalty: 5115.517090
	Iteration 55Q: 3 clusters Score -6027489 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8098 members 
Mstep: Class 2 contains 22040 members 
Entering Unmasked Estep 
Score: -6027497.000000 Penalty: 5115.517090
	Iteration 56Q: 3 clusters Score -6027497 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7985 members 
Mstep: Class 2 contains 22153 members 
Entering Unmasked Estep 
Score: -6027498.000000 Penalty: 5115.517090
	Iteration 57Q: 3 clusters Score -6027498 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7849 members 
Mstep: Class 2 contains 22289 members 
Entering Unmasked Estep 
Score: -6027486.500000 Penalty: 5115.517090
	Iteration 58Q: 3 clusters Score -6027486 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7720 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -6027472.500000 Penalty: 5115.517090
	Iteration 59Q: 3 clusters Score -6027472 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7600 members 
Mstep: Class 2 contains 22538 members 
Entering Unmasked Estep 
Score: -6027462.000000 Penalty: 5115.517090
	Iteration 60F: 3 clusters Score -6027462 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7500 members 
Mstep: Class 2 contains 22638 members 
Entering Unmasked Estep 
Score: -6027473.000000 Penalty: 5115.517090
	Iteration 61Q: 3 clusters Score -6027473 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7394 members 
Mstep: Class 2 contains 22744 members 
Entering Unmasked Estep 
Score: -6027463.000000 Penalty: 5115.517090
	Iteration 62Q: 3 clusters Score -6027463 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7296 members 
Mstep: Class 2 contains 22842 members 
Entering Unmasked Estep 
Score: -6027463.500000 Penalty: 5115.517090
	Iteration 63Q: 3 clusters Score -6027464 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 22948 members 
Entering Unmasked Estep 
Score: -6027453.000000 Penalty: 5115.517090
	Iteration 64Q: 3 clusters Score -6027453 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7089 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -6027456.000000 Penalty: 5115.517090
	Iteration 65Q: 3 clusters Score -6027456 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 23162 members 
Entering Unmasked Estep 
Score: -6027458.500000 Penalty: 5115.517090
	Iteration 66Q: 3 clusters Score -6027458 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 23253 members 
Entering Unmasked Estep 
Score: -6027452.000000 Penalty: 5115.517090
	Iteration 67Q: 3 clusters Score -6027452 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6792 members 
Mstep: Class 2 contains 23346 members 
Entering Unmasked Estep 
Score: -6027443.000000 Penalty: 5115.517090
	Iteration 68Q: 3 clusters Score -6027443 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6688 members 
Mstep: Class 2 contains 23450 members 
Entering Unmasked Estep 
Score: -6027472.000000 Penalty: 5115.517090
	Iteration 69Q: 3 clusters Score -6027472 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6584 members 
Mstep: Class 2 contains 23554 members 
Entering Unmasked Estep 
Score: -6027471.000000 Penalty: 5115.517090
	Iteration 70Q: 3 clusters Score -6027471 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6476 members 
Mstep: Class 2 contains 23662 members 
Entering Unmasked Estep 
Score: -6027480.000000 Penalty: 5115.517090
	Iteration 71Q: 3 clusters Score -6027480 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6385 members 
Mstep: Class 2 contains 23753 members 
Entering Unmasked Estep 
Score: -6027459.000000 Penalty: 5115.517090
	Iteration 72Q: 3 clusters Score -6027459 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6294 members 
Mstep: Class 2 contains 23844 members 
Entering Unmasked Estep 
Score: -6027463.000000 Penalty: 5115.517090
	Iteration 73Q: 3 clusters Score -6027463 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6202 members 
Mstep: Class 2 contains 23936 members 
Entering Unmasked Estep 
Score: -6027465.000000 Penalty: 5115.517090
	Iteration 74Q: 3 clusters Score -6027465 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 24013 members 
Entering Unmasked Estep 
Score: -6027486.000000 Penalty: 5115.517090
	Iteration 75Q: 3 clusters Score -6027486 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6044 members 
Mstep: Class 2 contains 24094 members 
Entering Unmasked Estep 
Score: -6027506.000000 Penalty: 5115.517090
	Iteration 76Q: 3 clusters Score -6027506 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5951 members 
Mstep: Class 2 contains 24187 members 
Entering Unmasked Estep 
Score: -6027516.000000 Penalty: 5115.517090
	Iteration 77Q: 3 clusters Score -6027516 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 24286 members 
Entering Unmasked Estep 
Score: -6027501.000000 Penalty: 5115.517090
	Iteration 78Q: 3 clusters Score -6027501 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 24396 members 
Entering Unmasked Estep 
Score: -6027515.000000 Penalty: 5115.517090
	Iteration 79Q: 3 clusters Score -6027515 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5641 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -6027506.000000 Penalty: 5115.517090
	Iteration 80F: 3 clusters Score -6027506 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5563 members 
Mstep: Class 2 contains 24575 members 
Entering Unmasked Estep 
Score: -6027515.500000 Penalty: 5115.517090
	Iteration 81Q: 3 clusters Score -6027516 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Mstep: Class 2 contains 24656 members 
Entering Unmasked Estep 
Score: -6027493.000000 Penalty: 5115.517090
	Iteration 82Q: 3 clusters Score -6027493 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5398 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -6027475.500000 Penalty: 5115.517090
	Iteration 83Q: 3 clusters Score -6027476 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5305 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 24911 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 5147 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6027522 nChanged 72
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Mstep: Class 1 contains 5077 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6027520 nChanged 61
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Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4958 members 
Mstep: Class 2 contains 25180 members 
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Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4841 members 
Mstep: Class 2 contains 25297 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -6027517 nChanged 58
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Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 25463 members 
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	Iteration 94Q: 3 clusters Score -6027528 nChanged 68
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Mstep: Class 1 contains 4615 members 
Mstep: Class 2 contains 25523 members 
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Mstep: Class 1 contains 4560 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4520 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 25652 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4446 members 
Mstep: Class 2 contains 25692 members 
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Mstep: Class 1 contains 4404 members 
Mstep: Class 2 contains 25734 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -6027546 nChanged 33
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Mstep: Class 1 contains 4375 members 
Mstep: Class 2 contains 25763 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -6027544 nChanged 31
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Mstep: Class 1 contains 4344 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6027542 nChanged 26
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Mstep: Class 1 contains 4320 members 
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Mstep: Class 1 contains 4298 members 
Mstep: Class 2 contains 25840 members 
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	Iteration 104Q: 3 clusters Score -6027544 nChanged 32
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Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 25872 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4235 members 
Mstep: Class 2 contains 25903 members 
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	Iteration 106Q: 3 clusters Score -6027554 nChanged 26
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Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 25925 members 
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Mstep: Class 1 contains 4191 members 
Mstep: Class 2 contains 25947 members 
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	Iteration 108Q: 3 clusters Score -6027568 nChanged 21
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Mstep: Class 1 contains 4174 members 
Mstep: Class 2 contains 25964 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4159 members 
Mstep: Class 2 contains 25979 members 
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	Iteration 111Q: 3 clusters Score -6027552 nChanged 26
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Mstep: Class 2 contains 26016 members 
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	Iteration 113Q: 3 clusters Score -6027561 nChanged 25
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Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 26060 members 
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Mstep: Class 1 contains 4059 members 
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Mstep: Class 1 contains 4036 members 
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	Iteration 117Q: 3 clusters Score -6027568 nChanged 19
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Mstep: Class 2 contains 26134 members 
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	Iteration 118Q: 3 clusters Score -6027567 nChanged 15
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Mstep: Class 1 contains 3991 members 
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	Iteration 119Q: 3 clusters Score -6027568 nChanged 12
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Mstep: Class 1 contains 3979 members 
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	Iteration 120F: 3 clusters Score -6027576 nChanged 7
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Mstep: Class 1 contains 3972 members 
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	Iteration 121Q: 3 clusters Score -6027578 nChanged 8
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Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 26174 members 
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	Iteration 122Q: 3 clusters Score -6027578 nChanged 5
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Mstep: Class 1 contains 3959 members 
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	Iteration 123Q: 3 clusters Score -6027576 nChanged 4
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Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 26183 members 
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	Iteration 124Q: 3 clusters Score -6027578 nChanged 4
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	Iteration 125Q: 3 clusters Score -6027578 nChanged 4
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	Iteration 126Q: 3 clusters Score -6027574 nChanged 2
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	Iteration 127Q: 3 clusters Score -6027580 nChanged 3
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	Iteration 128Q: 3 clusters Score -6027583 nChanged 3
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	Iteration 129Q: 3 clusters Score -6027588 nChanged 5
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	Iteration 130Q: 3 clusters Score -6027587 nChanged 4
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	Iteration 131Q: 3 clusters Score -6027587 nChanged 5
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	Iteration 132Q: 3 clusters Score -6027593 nChanged 5
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	Iteration 133Q: 3 clusters Score -6027598 nChanged 5
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	Iteration 134Q: 3 clusters Score -6027596 nChanged 4
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	Iteration 135Q: 3 clusters Score -6027587 nChanged 3
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	Iteration 136Q: 3 clusters Score -6027590 nChanged 6
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	Iteration 137Q: 3 clusters Score -6027594 nChanged 3
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	Iteration 138Q: 3 clusters Score -6027594 nChanged 5
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Mstep: Class 1 contains 3898 members 
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	Iteration 139Q: 3 clusters Score -6027596 nChanged 5
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Mstep: Class 1 contains 3893 members 
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	Iteration 140F: 3 clusters Score -6027596 nChanged 5
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Mstep: Class 1 contains 3888 members 
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	Iteration 141Q: 3 clusters Score -6027592 nChanged 10
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Mstep: Class 1 contains 3878 members 
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	Iteration 142Q: 3 clusters Score -6027580 nChanged 9
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Mstep: Class 1 contains 3869 members 
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	Iteration 143Q: 3 clusters Score -6027586 nChanged 7
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	Iteration 144Q: 3 clusters Score -6027576 nChanged 4
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	Iteration 145Q: 3 clusters Score -6027576 nChanged 4
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	Iteration 146Q: 3 clusters Score -6027570 nChanged 5
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Mstep: Class 1 contains 3855 members 
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	Iteration 147Q: 3 clusters Score -6027572 nChanged 9
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Mstep: Class 1 contains 3846 members 
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	Iteration 148Q: 3 clusters Score -6027578 nChanged 9
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	Iteration 149Q: 3 clusters Score -6027575 nChanged 7
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	Iteration 150Q: 3 clusters Score -6027570 nChanged 7
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	Iteration 151Q: 3 clusters Score -6027571 nChanged 4
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	Iteration 152Q: 3 clusters Score -6027579 nChanged 4
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	Iteration 153Q: 3 clusters Score -6027574 nChanged 1
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	Iteration 154Q: 3 clusters Score -6027579 nChanged 1
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	Iteration 155Q: 3 clusters Score -6027578 nChanged 2
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	Iteration 156Q: 3 clusters Score -6027577 nChanged 2
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	Iteration 157Q: 3 clusters Score -6027580 nChanged 2
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	Iteration 158Q: 3 clusters Score -6027576 nChanged 1
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	Iteration 159Q: 3 clusters Score -6027576 nChanged 1
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	Iteration 160F: 3 clusters Score -6027575 nChanged 2
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	Iteration 161Q: 3 clusters Score -6027576 nChanged 5
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	Iteration 162Q: 3 clusters Score -6027578 nChanged 8
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	Iteration 163Q: 3 clusters Score -6027576 nChanged 6
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	Iteration 164Q: 3 clusters Score -6027572 nChanged 9
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	Iteration 165Q: 3 clusters Score -6027570 nChanged 9
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	Iteration 166Q: 3 clusters Score -6027572 nChanged 11
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	Iteration 167Q: 3 clusters Score -6027578 nChanged 12
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	Iteration 168Q: 3 clusters Score -6027586 nChanged 13
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	Iteration 169Q: 3 clusters Score -6027582 nChanged 20
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	Iteration 170Q: 3 clusters Score -6027592 nChanged 16
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	Iteration 171Q: 3 clusters Score -6027593 nChanged 22
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	Iteration 172Q: 3 clusters Score -6027600 nChanged 20
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	Iteration 174Q: 3 clusters Score -6027610 nChanged 15
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	Iteration 176Q: 3 clusters Score -6027620 nChanged 9
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Entering Unmasked Estep 
Score: -6027609.500000 Penalty: 5115.517090
	Iteration 177Q: 3 clusters Score -6027610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -6027613.500000 Penalty: 5115.517090
	Iteration 178Q: 3 clusters Score -6027614 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3599 members 
Mstep: Class 2 contains 26539 members 
Entering Unmasked Estep 
Score: -6027611.500000 Penalty: 5115.517090
	Iteration 179Q: 3 clusters Score -6027612 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -6027616.500000 Penalty: 5115.517090
	Iteration 180F: 3 clusters Score -6027616 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -6027610.500000 Penalty: 5115.517090
	Iteration 181Q: 3 clusters Score -6027610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3582 members 
Mstep: Class 2 contains 26556 members 
Entering Unmasked Estep 
Score: -6027611.000000 Penalty: 5115.517090
	Iteration 182Q: 3 clusters Score -6027611 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -6027615.000000 Penalty: 5115.517090
	Iteration 183Q: 3 clusters Score -6027615 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 26557 members 
Entering Unmasked Estep 
Score: -6027615.000000 Penalty: 5115.517090
	Iteration 184F: 3 clusters Score -6027615 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (41581 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Entering Unmasked Estep 
Score: -7981369.500000 Penalty: 2637.578857
	Iteration 0F: 2 clusters Score -7981370 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20870 members 
Mstep: Class 2 contains 20711 members 
Entering Unmasked Estep 
Score: -7955632.000000 Penalty: 5275.157715
	Iteration 0F: 3 clusters Score -7955632 nChanged 19073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21695 members 
Mstep: Class 2 contains 19886 members 
Entering Unmasked Estep 
Score: -7966404.000000 Penalty: 5275.157715
	Iteration 1F: 3 clusters Score -7966404 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22286 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -7966930.000000 Penalty: 5275.157715
	Iteration 2Q: 3 clusters Score -7966930 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23045 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -7967447.000000 Penalty: 5275.157715
	Iteration 3Q: 3 clusters Score -7967447 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24027 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -7968031.500000 Penalty: 5275.157715
	Iteration 4Q: 3 clusters Score -7968032 nChanged 1846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25333 members 
Mstep: Class 2 contains 16248 members 
Entering Unmasked Estep 
Score: -7968678.500000 Penalty: 5275.157715
	Iteration 5Q: 3 clusters Score -7968678 nChanged 2030
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 14548 members 
Entering Unmasked Estep 
Score: -7969519.500000 Penalty: 5275.157715
	Iteration 6Q: 3 clusters Score -7969520 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29184 members 
Mstep: Class 2 contains 12397 members 
Entering Unmasked Estep 
Score: -7970560.000000 Penalty: 5275.157715
	Iteration 7F: 3 clusters Score -7970560 nChanged 2603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31703 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -7971991.000000 Penalty: 5275.157715
	Iteration 8F: 3 clusters Score -7971991 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 7188 members 
Entering Unmasked Estep 
Score: -7973724.000000 Penalty: 5275.157715
	Iteration 9F: 3 clusters Score -7973724 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36926 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -7975614.000000 Penalty: 5275.157715
	Iteration 10F: 3 clusters Score -7975614 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38809 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -7976988.000000 Penalty: 5275.157715
	Iteration 11Q: 3 clusters Score -7976988 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40022 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -7978046.000000 Penalty: 5275.157715
	Iteration 12Q: 3 clusters Score -7978046 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40647 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7978551.500000 Penalty: 5275.157715
	Iteration 13Q: 3 clusters Score -7978552 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40939 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -7978756.000000 Penalty: 5275.157715
	Iteration 14Q: 3 clusters Score -7978756 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41081 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -7978887.500000 Penalty: 5275.157715
	Iteration 15Q: 3 clusters Score -7978888 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41140 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -7978955.500000 Penalty: 5275.157715
	Iteration 16Q: 3 clusters Score -7978956 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41166 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -7978992.500000 Penalty: 5275.157715
	Iteration 17Q: 3 clusters Score -7978992 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41183 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -7979021.000000 Penalty: 5275.157715
	Iteration 18Q: 3 clusters Score -7979021 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41193 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -7979027.500000 Penalty: 5275.157715
	Iteration 19Q: 3 clusters Score -7979028 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41202 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -7979043.000000 Penalty: 5275.157715
	Iteration 20F: 3 clusters Score -7979043 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41206 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -7979045.500000 Penalty: 5275.157715
	Iteration 21Q: 3 clusters Score -7979046 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -7979050.000000 Penalty: 5275.157715
	Iteration 22Q: 3 clusters Score -7979050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41214 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -7979050.000000 Penalty: 5275.157715
	Iteration 23Q: 3 clusters Score -7979050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41216 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -7979052.000000 Penalty: 5275.157715
	Iteration 24Q: 3 clusters Score -7979052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7979056.500000 Penalty: 5275.157715
	Iteration 25Q: 3 clusters Score -7979056 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41215 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -7979056.500000 Penalty: 5275.157715
	Iteration 26F: 3 clusters Score -7979056 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -141595.015625 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -141595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -140004.156250 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -140004.2 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -140546.796875 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -140546.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -140912.937500 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -140912.9 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -141428.656250 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -141428.7 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -142036.234375 Penalty: 3370.670166
	Iteration 4F: 3 clusters Score -142036.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 137 members 
Entering Unmasked Estep 
Score: -142589.031250 Penalty: 3370.670166
	Iteration 5F: 3 clusters Score -142589 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -143418.109375 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -143418.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -144334.312500 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -144334.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -144474.468750 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -144474.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -144476.734375 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -144476.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -144482.203125 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -144482.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -144505.359375 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -144505.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -144514.500000 Penalty: 3370.670166
	Iteration 12Q: 3 clusters Score -144514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -144514.500000 Penalty: 3370.670166
	Iteration 13F: 3 clusters Score -144514.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 20161 members 
Mstep: Class 3 contains 36193 members 
Mstep: Class 4 contains 46404 members 
Mstep: Class 5 contains 26923 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 40933 members 
Mstep: Class 8 contains 57003 members 
Mstep: Class 9 contains 57748 members 
Mstep: Class 10 contains 17565 members 
Mstep: Class 11 contains 31589 members 
Mstep: Class 12 contains 60387 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 16591 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42439 members 
Mstep: Class 18 contains 6729 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39549 members 
Mstep: Class 22 contains 29331 members 
Mstep: Class 23 contains 34602 members 
Mstep: Class 24 contains 29443 members 
Mstep: Class 25 contains 6998 members 
Mstep: Class 26 contains 27962 members 
Mstep: Class 27 contains 55690 members 
Mstep: Class 28 contains 61958 members 
Mstep: Class 29 contains 5178 members 
Mstep: Class 30 contains 22717 members 
Mstep: Class 31 contains 60571 members 
Mstep: Class 32 contains 30138 members 
Mstep: Class 33 contains 41581 members 
Mstep: Class 34 contains 736 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 49335 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 38679 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21135 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30574 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 158 members 
Entering Unmasked Estep 
Score: -207936784.000000 Penalty: 155408.265625
Splitting cluster 34 changes total score from -207936832.000000 to -207936784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 35 (1764 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1764 members 
Entering Unmasked Estep 
Score: -313007.781250 Penalty: 1853.884155
	Iteration 0F: 2 clusters Score -313007.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 867 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -310627.031250 Penalty: 3707.768311
	Iteration 0F: 3 clusters Score -310627 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -311246.562500 Penalty: 3707.768311
	Iteration 1F: 3 clusters Score -311246.6 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -311587.187500 Penalty: 3707.768311
	Iteration 2F: 3 clusters Score -311587.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -311801.250000 Penalty: 3707.768311
	Iteration 3F: 3 clusters Score -311801.2 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 1038 members 
Entering Unmasked Estep 
Score: -311993.781250 Penalty: 3707.768311
	Iteration 4F: 3 clusters Score -311993.8 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -312167.656250 Penalty: 3707.768311
	Iteration 5F: 3 clusters Score -312167.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -312279.187500 Penalty: 3707.768311
	Iteration 6Q: 3 clusters Score -312279.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -312355.593750 Penalty: 3707.768311
	Iteration 7Q: 3 clusters Score -312355.6 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -312408.468750 Penalty: 3707.768311
	Iteration 8Q: 3 clusters Score -312408.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -312439.187500 Penalty: 3707.768311
	Iteration 9Q: 3 clusters Score -312439.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -312456.406250 Penalty: 3707.768311
	Iteration 10Q: 3 clusters Score -312456.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 468 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -312466.656250 Penalty: 3707.768311
	Iteration 11Q: 3 clusters Score -312466.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 1301 members 
Entering Unmasked Estep 
Score: -312473.062500 Penalty: 3707.768311
	Iteration 12Q: 3 clusters Score -312473.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -312474.875000 Penalty: 3707.768311
	Iteration 13Q: 3 clusters Score -312474.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -312476.093750 Penalty: 3707.768311
	Iteration 14Q: 3 clusters Score -312476.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -312476.343750 Penalty: 3707.768311
	Iteration 15Q: 3 clusters Score -312476.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -312478.000000 Penalty: 3707.768311
	Iteration 16Q: 3 clusters Score -312478 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -312479.937500 Penalty: 3707.768311
	Iteration 17Q: 3 clusters Score -312479.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -312484.187500 Penalty: 3707.768311
	Iteration 18Q: 3 clusters Score -312484.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -312488.156250 Penalty: 3707.768311
	Iteration 19Q: 3 clusters Score -312488.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -312491.875000 Penalty: 3707.768311
	Iteration 20F: 3 clusters Score -312491.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -312495.468750 Penalty: 3707.768311
	Iteration 21Q: 3 clusters Score -312495.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 1314 members 
Entering Unmasked Estep 
Score: -312499.750000 Penalty: 3707.768311
	Iteration 22Q: 3 clusters Score -312499.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -312502.531250 Penalty: 3707.768311
	Iteration 23Q: 3 clusters Score -312502.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -312502.531250 Penalty: 3707.768311
	Iteration 24F: 3 clusters Score -312502.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (324 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Entering Unmasked Estep 
Score: -47283.113281 Penalty: 1433.624390
	Iteration 0F: 2 clusters Score -47283.11 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -46132.128906 Penalty: 2867.248779
	Iteration 0F: 3 clusters Score -46132.13 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -46379.062500 Penalty: 2867.248779
	Iteration 1F: 3 clusters Score -46379.06 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -46543.351562 Penalty: 2867.248779
	Iteration 2F: 3 clusters Score -46543.35 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46630.601562 Penalty: 2867.248779
	Iteration 3F: 3 clusters Score -46630.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46653.773438 Penalty: 2867.248779
	Iteration 4Q: 3 clusters Score -46653.77 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 147 members 
Entering Unmasked Estep 
Score: -46680.960938 Penalty: 2867.248779
	Iteration 5Q: 3 clusters Score -46680.96 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -46712.019531 Penalty: 2867.248779
	Iteration 6Q: 3 clusters Score -46712.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46840.921875 Penalty: 2867.248779
	Iteration 7Q: 3 clusters Score -46840.92 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -46956.015625 Penalty: 2867.248779
	Iteration 8Q: 3 clusters Score -46956.02 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -47010.882812 Penalty: 2867.248779
	Iteration 9Q: 3 clusters Score -47010.88 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -47061.566406 Penalty: 2867.248779
	Iteration 10Q: 3 clusters Score -47061.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -47134.726562 Penalty: 2867.248779
	Iteration 11Q: 3 clusters Score -47134.73 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47172.261719 Penalty: 2867.248779
	Iteration 12Q: 3 clusters Score -47172.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47175.484375 Penalty: 2867.248779
	Iteration 13Q: 3 clusters Score -47175.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47184.378906 Penalty: 2867.248779
	Iteration 14F: 3 clusters Score -47184.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47309.070312 Penalty: 2867.248779
	Iteration 15Q: 3 clusters Score -47309.07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47369.871094 Penalty: 2867.248779
	Iteration 16Q: 3 clusters Score -47369.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47400.789062 Penalty: 2867.248779
	Iteration 17Q: 3 clusters Score -47400.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47422.871094 Penalty: 2867.248779
	Iteration 18Q: 3 clusters Score -47422.87 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47431.531250 Penalty: 2867.248779
	Iteration 19Q: 3 clusters Score -47431.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -47435.078125 Penalty: 2867.248779
	Iteration 20F: 3 clusters Score -47435.08 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47499.722656 Penalty: 2867.248779
	Iteration 21Q: 3 clusters Score -47499.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47501.367188 Penalty: 2867.248779
	Iteration 22Q: 3 clusters Score -47501.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47501.367188 Penalty: 2867.248779
	Iteration 23F: 3 clusters Score -47501.37 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 20161 members 
Mstep: Class 3 contains 36193 members 
Mstep: Class 4 contains 46404 members 
Mstep: Class 5 contains 26923 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 40933 members 
Mstep: Class 8 contains 57003 members 
Mstep: Class 9 contains 57748 members 
Mstep: Class 10 contains 17565 members 
Mstep: Class 11 contains 31589 members 
Mstep: Class 12 contains 60387 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 16591 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42439 members 
Mstep: Class 18 contains 6729 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39549 members 
Mstep: Class 22 contains 29331 members 
Mstep: Class 23 contains 34602 members 
Mstep: Class 24 contains 29443 members 
Mstep: Class 25 contains 6998 members 
Mstep: Class 26 contains 27962 members 
Mstep: Class 27 contains 55690 members 
Mstep: Class 28 contains 61958 members 
Mstep: Class 29 contains 5178 members 
Mstep: Class 30 contains 22717 members 
Mstep: Class 31 contains 60571 members 
Mstep: Class 32 contains 30138 members 
Mstep: Class 33 contains 41581 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 150 members 
Mstep: Class 37 contains 49335 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 38679 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21135 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30574 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 174 members 
Entering Unmasked Estep 
Score: -207934144.000000 Penalty: 155408.265625
Splitting cluster 36 changes total score from -207936832.000000 to -207934144.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (49335 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49335 members 
Entering Unmasked Estep 
Score: -9528737.000000 Penalty: 2679.984375
	Iteration 0F: 2 clusters Score -9528737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24693 members 
Mstep: Class 2 contains 24642 members 
Entering Unmasked Estep 
Score: -9502634.000000 Penalty: 5359.968750
	Iteration 0F: 3 clusters Score -9502634 nChanged 22849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 24035 members 
Entering Unmasked Estep 
Score: -9515507.000000 Penalty: 5359.968750
	Iteration 1F: 3 clusters Score -9515507 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25856 members 
Mstep: Class 2 contains 23479 members 
Entering Unmasked Estep 
Score: -9516123.000000 Penalty: 5359.968750
	Iteration 2Q: 3 clusters Score -9516123 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -9516774.000000 Penalty: 5359.968750
	Iteration 3Q: 3 clusters Score -9516774 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27625 members 
Mstep: Class 2 contains 21710 members 
Entering Unmasked Estep 
Score: -9517437.000000 Penalty: 5359.968750
	Iteration 4Q: 3 clusters Score -9517437 nChanged 2154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28949 members 
Mstep: Class 2 contains 20386 members 
Entering Unmasked Estep 
Score: -9518253.000000 Penalty: 5359.968750
	Iteration 5Q: 3 clusters Score -9518253 nChanged 2283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30516 members 
Mstep: Class 2 contains 18819 members 
Entering Unmasked Estep 
Score: -9519259.000000 Penalty: 5359.968750
	Iteration 6Q: 3 clusters Score -9519259 nChanged 2484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32344 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
Score: -9520600.000000 Penalty: 5359.968750
	Iteration 7F: 3 clusters Score -9520600 nChanged 2758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34370 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -9522234.000000 Penalty: 5359.968750
	Iteration 8F: 3 clusters Score -9522234 nChanged 2647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 13140 members 
Entering Unmasked Estep 
Score: -9523997.000000 Penalty: 5359.968750
	Iteration 9F: 3 clusters Score -9523997 nChanged 2422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37581 members 
Mstep: Class 2 contains 11754 members 
Entering Unmasked Estep 
Score: -9525460.000000 Penalty: 5359.968750
	Iteration 10Q: 3 clusters Score -9525460 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38527 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -9526388.000000 Penalty: 5359.968750
	Iteration 11Q: 3 clusters Score -9526388 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39191 members 
Mstep: Class 2 contains 10144 members 
Entering Unmasked Estep 
Score: -9526857.000000 Penalty: 5359.968750
	Iteration 12Q: 3 clusters Score -9526857 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39731 members 
Mstep: Class 2 contains 9604 members 
Entering Unmasked Estep 
Score: -9527063.000000 Penalty: 5359.968750
	Iteration 13Q: 3 clusters Score -9527063 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40168 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -9527197.000000 Penalty: 5359.968750
	Iteration 14Q: 3 clusters Score -9527197 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40515 members 
Mstep: Class 2 contains 8820 members 
Entering Unmasked Estep 
Score: -9527307.000000 Penalty: 5359.968750
	Iteration 15Q: 3 clusters Score -9527307 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40843 members 
Mstep: Class 2 contains 8492 members 
Entering Unmasked Estep 
Score: -9527362.000000 Penalty: 5359.968750
	Iteration 16Q: 3 clusters Score -9527362 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41128 members 
Mstep: Class 2 contains 8207 members 
Entering Unmasked Estep 
Score: -9527430.000000 Penalty: 5359.968750
	Iteration 17Q: 3 clusters Score -9527430 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41390 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -9527501.000000 Penalty: 5359.968750
	Iteration 18Q: 3 clusters Score -9527501 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -9527573.000000 Penalty: 5359.968750
	Iteration 19Q: 3 clusters Score -9527573 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41817 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -9527586.000000 Penalty: 5359.968750
	Iteration 20F: 3 clusters Score -9527586 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41987 members 
Mstep: Class 2 contains 7348 members 
Entering Unmasked Estep 
Score: -9527572.000000 Penalty: 5359.968750
	Iteration 21Q: 3 clusters Score -9527572 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 7195 members 
Entering Unmasked Estep 
Score: -9527583.000000 Penalty: 5359.968750
	Iteration 22Q: 3 clusters Score -9527583 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42304 members 
Mstep: Class 2 contains 7031 members 
Entering Unmasked Estep 
Score: -9527613.000000 Penalty: 5359.968750
	Iteration 23Q: 3 clusters Score -9527613 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42430 members 
Mstep: Class 2 contains 6905 members 
Entering Unmasked Estep 
Score: -9527595.000000 Penalty: 5359.968750
	Iteration 24Q: 3 clusters Score -9527595 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42555 members 
Mstep: Class 2 contains 6780 members 
Entering Unmasked Estep 
Score: -9527616.000000 Penalty: 5359.968750
	Iteration 25Q: 3 clusters Score -9527616 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42649 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -9527619.000000 Penalty: 5359.968750
	Iteration 26Q: 3 clusters Score -9527619 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42733 members 
Mstep: Class 2 contains 6602 members 
Entering Unmasked Estep 
Score: -9527608.000000 Penalty: 5359.968750
	Iteration 27Q: 3 clusters Score -9527608 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42825 members 
Mstep: Class 2 contains 6510 members 
Entering Unmasked Estep 
Score: -9527593.000000 Penalty: 5359.968750
	Iteration 28Q: 3 clusters Score -9527593 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 6382 members 
Entering Unmasked Estep 
Score: -9527590.000000 Penalty: 5359.968750
	Iteration 29Q: 3 clusters Score -9527590 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43052 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -9527576.000000 Penalty: 5359.968750
	Iteration 30Q: 3 clusters Score -9527576 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43150 members 
Mstep: Class 2 contains 6185 members 
Entering Unmasked Estep 
Score: -9527560.000000 Penalty: 5359.968750
	Iteration 31Q: 3 clusters Score -9527560 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43261 members 
Mstep: Class 2 contains 6074 members 
Entering Unmasked Estep 
Score: -9527536.000000 Penalty: 5359.968750
	Iteration 32Q: 3 clusters Score -9527536 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43356 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -9527495.000000 Penalty: 5359.968750
	Iteration 33Q: 3 clusters Score -9527495 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43447 members 
Mstep: Class 2 contains 5888 members 
Entering Unmasked Estep 
Score: -9527536.000000 Penalty: 5359.968750
	Iteration 34Q: 3 clusters Score -9527536 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43551 members 
Mstep: Class 2 contains 5784 members 
Entering Unmasked Estep 
Score: -9527526.000000 Penalty: 5359.968750
	Iteration 35Q: 3 clusters Score -9527526 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43643 members 
Mstep: Class 2 contains 5692 members 
Entering Unmasked Estep 
Score: -9527503.000000 Penalty: 5359.968750
	Iteration 36Q: 3 clusters Score -9527503 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43736 members 
Mstep: Class 2 contains 5599 members 
Entering Unmasked Estep 
Score: -9527514.000000 Penalty: 5359.968750
	Iteration 37Q: 3 clusters Score -9527514 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43818 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -9527517.000000 Penalty: 5359.968750
	Iteration 38Q: 3 clusters Score -9527517 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43906 members 
Mstep: Class 2 contains 5429 members 
Entering Unmasked Estep 
Score: -9527520.000000 Penalty: 5359.968750
	Iteration 39Q: 3 clusters Score -9527520 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43993 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -9527528.000000 Penalty: 5359.968750
	Iteration 40F: 3 clusters Score -9527528 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44063 members 
Mstep: Class 2 contains 5272 members 
Entering Unmasked Estep 
Score: -9527537.000000 Penalty: 5359.968750
	Iteration 41Q: 3 clusters Score -9527537 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44151 members 
Mstep: Class 2 contains 5184 members 
Entering Unmasked Estep 
Score: -9527527.000000 Penalty: 5359.968750
	Iteration 42Q: 3 clusters Score -9527527 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44244 members 
Mstep: Class 2 contains 5091 members 
Entering Unmasked Estep 
Score: -9527522.000000 Penalty: 5359.968750
	Iteration 43Q: 3 clusters Score -9527522 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44337 members 
Mstep: Class 2 contains 4998 members 
Entering Unmasked Estep 
Score: -9527519.000000 Penalty: 5359.968750
	Iteration 44Q: 3 clusters Score -9527519 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44416 members 
Mstep: Class 2 contains 4919 members 
Entering Unmasked Estep 
Score: -9527506.000000 Penalty: 5359.968750
	Iteration 45Q: 3 clusters Score -9527506 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44513 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -9527500.000000 Penalty: 5359.968750
	Iteration 46Q: 3 clusters Score -9527500 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44604 members 
Mstep: Class 2 contains 4731 members 
Entering Unmasked Estep 
Score: -9527502.000000 Penalty: 5359.968750
	Iteration 47Q: 3 clusters Score -9527502 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -9527524.000000 Penalty: 5359.968750
	Iteration 48Q: 3 clusters Score -9527524 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44791 members 
Mstep: Class 2 contains 4544 members 
Entering Unmasked Estep 
Score: -9527523.000000 Penalty: 5359.968750
	Iteration 49Q: 3 clusters Score -9527523 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44874 members 
Mstep: Class 2 contains 4461 members 
Entering Unmasked Estep 
Score: -9527523.000000 Penalty: 5359.968750
	Iteration 50Q: 3 clusters Score -9527523 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44967 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -9527527.000000 Penalty: 5359.968750
	Iteration 51Q: 3 clusters Score -9527527 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45065 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -9527513.000000 Penalty: 5359.968750
	Iteration 52Q: 3 clusters Score -9527513 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45149 members 
Mstep: Class 2 contains 4186 members 
Entering Unmasked Estep 
Score: -9527502.000000 Penalty: 5359.968750
	Iteration 53Q: 3 clusters Score -9527502 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45226 members 
Mstep: Class 2 contains 4109 members 
Entering Unmasked Estep 
Score: -9527504.000000 Penalty: 5359.968750
	Iteration 54Q: 3 clusters Score -9527504 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45319 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -9527515.000000 Penalty: 5359.968750
	Iteration 55Q: 3 clusters Score -9527515 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45409 members 
Mstep: Class 2 contains 3926 members 
Entering Unmasked Estep 
Score: -9527493.000000 Penalty: 5359.968750
	Iteration 56Q: 3 clusters Score -9527493 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45494 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -9527517.000000 Penalty: 5359.968750
	Iteration 57Q: 3 clusters Score -9527517 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45567 members 
Mstep: Class 2 contains 3768 members 
Entering Unmasked Estep 
Score: -9527522.000000 Penalty: 5359.968750
	Iteration 58Q: 3 clusters Score -9527522 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45635 members 
Mstep: Class 2 contains 3700 members 
Entering Unmasked Estep 
Score: -9527542.000000 Penalty: 5359.968750
	Iteration 59Q: 3 clusters Score -9527542 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45701 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -9527560.000000 Penalty: 5359.968750
	Iteration 60F: 3 clusters Score -9527560 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45750 members 
Mstep: Class 2 contains 3585 members 
Entering Unmasked Estep 
Score: -9527560.000000 Penalty: 5359.968750
	Iteration 61Q: 3 clusters Score -9527560 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45802 members 
Mstep: Class 2 contains 3533 members 
Entering Unmasked Estep 
Score: -9527563.000000 Penalty: 5359.968750
	Iteration 62Q: 3 clusters Score -9527563 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45859 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -9527575.000000 Penalty: 5359.968750
	Iteration 63Q: 3 clusters Score -9527575 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45907 members 
Mstep: Class 2 contains 3428 members 
Entering Unmasked Estep 
Score: -9527582.000000 Penalty: 5359.968750
	Iteration 64Q: 3 clusters Score -9527582 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45940 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -9527600.000000 Penalty: 5359.968750
	Iteration 65Q: 3 clusters Score -9527600 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45985 members 
Mstep: Class 2 contains 3350 members 
Entering Unmasked Estep 
Score: -9527588.000000 Penalty: 5359.968750
	Iteration 66Q: 3 clusters Score -9527588 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46040 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -9527617.000000 Penalty: 5359.968750
	Iteration 67Q: 3 clusters Score -9527617 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46086 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -9527599.000000 Penalty: 5359.968750
	Iteration 68Q: 3 clusters Score -9527599 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 3213 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9527607 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46162 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9527616 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46196 members 
Mstep: Class 2 contains 3139 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9527634 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46230 members 
Mstep: Class 2 contains 3105 members 
Entering Unmasked Estep 
Score: -9527622.000000 Penalty: 5359.968750
	Iteration 72Q: 3 clusters Score -9527622 nChanged 51
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46257 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9527630 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46285 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9527625 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46312 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -9527619.000000 Penalty: 5359.968750
	Iteration 75Q: 3 clusters Score -9527619 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46340 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -9527631.000000 Penalty: 5359.968750
	Iteration 76Q: 3 clusters Score -9527631 nChanged 47
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46369 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -9527620.000000 Penalty: 5359.968750
	Iteration 77Q: 3 clusters Score -9527620 nChanged 49
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46390 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -9527639.000000 Penalty: 5359.968750
	Iteration 78Q: 3 clusters Score -9527639 nChanged 37
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Mstep: Class 1 contains 46409 members 
Mstep: Class 2 contains 2926 members 
Entering Unmasked Estep 
Score: -9527638.000000 Penalty: 5359.968750
	Iteration 79Q: 3 clusters Score -9527638 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46433 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -9527639.000000 Penalty: 5359.968750
	Iteration 80F: 3 clusters Score -9527639 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46443 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -9527643.000000 Penalty: 5359.968750
	Iteration 81Q: 3 clusters Score -9527643 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46456 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -9527642 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46479 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9527661 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46505 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -9527676 nChanged 35
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Mstep: Class 1 contains 46524 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -9527670.000000 Penalty: 5359.968750
	Iteration 85Q: 3 clusters Score -9527670 nChanged 29
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Mstep: Class 1 contains 46545 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -9527666.000000 Penalty: 5359.968750
	Iteration 86Q: 3 clusters Score -9527666 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46562 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9527672 nChanged 39
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Mstep: Class 1 contains 46577 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -9527684 nChanged 44
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Mstep: Class 1 contains 46589 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9527690 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46604 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -9527688 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46616 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -9527722.000000 Penalty: 5359.968750
	Iteration 91Q: 3 clusters Score -9527722 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46621 members 
Mstep: Class 2 contains 2714 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9527720 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46630 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9527750 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46636 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 46647 members 
Mstep: Class 2 contains 2688 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46674 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 46690 members 
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -9527779 nChanged 54
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Mstep: Class 1 contains 46718 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -9527812 nChanged 45
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Mstep: Class 1 contains 46745 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46769 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -9527824 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46784 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9527827 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46793 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9527829 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46822 members 
Mstep: Class 2 contains 2513 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9527838 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46834 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9527817.000000 Penalty: 5359.968750
	Iteration 105Q: 3 clusters Score -9527817 nChanged 23
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9527839 nChanged 27
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Entering Unmasked Estep 
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Mstep: Class 1 contains 46894 members 
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Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -9527860 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -9527869 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9527889 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46928 members 
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Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9527891 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46933 members 
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Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9527880 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46942 members 
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Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9527888 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46945 members 
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Entering Unmasked Estep 
Score: -9527901.000000 Penalty: 5359.968750
	Iteration 115Q: 3 clusters Score -9527901 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -9527917.000000 Penalty: 5359.968750
	Iteration 116Q: 3 clusters Score -9527917 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46961 members 
Mstep: Class 2 contains 2374 members 
Entering Unmasked Estep 
Score: -9527927.000000 Penalty: 5359.968750
	Iteration 117Q: 3 clusters Score -9527927 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46962 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -9527952.000000 Penalty: 5359.968750
	Iteration 118Q: 3 clusters Score -9527952 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46973 members 
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Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9527948 nChanged 29
Entering Unmasked Mstep 
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Mstep: Class 1 contains 46976 members 
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Entering Unmasked Estep 
Score: -9527955.000000 Penalty: 5359.968750
	Iteration 120F: 3 clusters Score -9527955 nChanged 32
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9527971 nChanged 30
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9527985 nChanged 38
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9527993 nChanged 37
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9528003.000000 Penalty: 5359.968750
	Iteration 124Q: 3 clusters Score -9528003 nChanged 36
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9528032 nChanged 31
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Entering Unmasked Estep 
Score: -9528016.000000 Penalty: 5359.968750
	Iteration 126Q: 3 clusters Score -9528016 nChanged 33
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9528033 nChanged 27
Entering Unmasked Mstep 
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Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -9528024.000000 Penalty: 5359.968750
	Iteration 128Q: 3 clusters Score -9528024 nChanged 23
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9528034 nChanged 23
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	Iteration 130Q: 3 clusters Score -9528047 nChanged 22
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	Iteration 131Q: 3 clusters Score -9528054 nChanged 24
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Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9528086 nChanged 25
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	Iteration 133Q: 3 clusters Score -9528091 nChanged 42
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Entering Unmasked Estep 
Score: -9528122.000000 Penalty: 5359.968750
	Iteration 134Q: 3 clusters Score -9528122 nChanged 43
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Entering Unmasked Estep 
Score: -9528116.000000 Penalty: 5359.968750
	Iteration 135Q: 3 clusters Score -9528116 nChanged 41
Entering Unmasked Mstep 
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Entering Unmasked Estep 
Score: -9528133.000000 Penalty: 5359.968750
	Iteration 136Q: 3 clusters Score -9528133 nChanged 31
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Entering Unmasked Estep 
Score: -9528145.000000 Penalty: 5359.968750
	Iteration 137Q: 3 clusters Score -9528145 nChanged 38
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Entering Unmasked Estep 
Score: -9528149.000000 Penalty: 5359.968750
	Iteration 138Q: 3 clusters Score -9528149 nChanged 33
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9528186 nChanged 23
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Entering Unmasked Estep 
Score: -9528193.000000 Penalty: 5359.968750
	Iteration 140F: 3 clusters Score -9528193 nChanged 13
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	Iteration 141Q: 3 clusters Score -9528193 nChanged 18
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	Iteration 142Q: 3 clusters Score -9528184 nChanged 16
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	Iteration 143Q: 3 clusters Score -9528194 nChanged 14
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	Iteration 144Q: 3 clusters Score -9528205 nChanged 14
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	Iteration 145Q: 3 clusters Score -9528202 nChanged 8
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	Iteration 146Q: 3 clusters Score -9528214 nChanged 5
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	Iteration 147Q: 3 clusters Score -9528210 nChanged 4
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	Iteration 148Q: 3 clusters Score -9528214 nChanged 2
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	Iteration 149Q: 3 clusters Score -9528218 nChanged 2
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	Iteration 150Q: 3 clusters Score -9528208 nChanged 2
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	Iteration 151Q: 3 clusters Score -9528216 nChanged 2
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	Iteration 152Q: 3 clusters Score -9528215 nChanged 1
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	Iteration 153Q: 3 clusters Score -9528217 nChanged 4
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	Iteration 154Q: 3 clusters Score -9528221 nChanged 1
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	Iteration 155Q: 3 clusters Score -9528213 nChanged 1
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	Iteration 156Q: 3 clusters Score -9528216 nChanged 3
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	Iteration 157Q: 3 clusters Score -9528220 nChanged 1
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	Iteration 158Q: 3 clusters Score -9528214 nChanged 1
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	Iteration 159Q: 3 clusters Score -9528219 nChanged 2
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	Iteration 160F: 3 clusters Score -9528215 nChanged 4
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	Iteration 161Q: 3 clusters Score -9528217 nChanged 3
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	Iteration 162Q: 3 clusters Score -9528224 nChanged 3
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Mstep: Class 1 contains 46902 members 
Mstep: Class 2 contains 2433 members 
Entering Unmasked Estep 
Score: -9528225.000000 Penalty: 5359.968750
	Iteration 163Q: 3 clusters Score -9528225 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9528222.000000 Penalty: 5359.968750
	Iteration 164Q: 3 clusters Score -9528222 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46901 members 
Mstep: Class 2 contains 2434 members 
Entering Unmasked Estep 
Score: -9528222.000000 Penalty: 5359.968750
	Iteration 165F: 3 clusters Score -9528222 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -205799.343750 Penalty: 1732.668457
	Iteration 0F: 2 clusters Score -205799.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -203817.281250 Penalty: 3465.336914
	Iteration 0F: 3 clusters Score -203817.3 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -204142.359375 Penalty: 3465.336914
	Iteration 1F: 3 clusters Score -204142.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -204479.125000 Penalty: 3465.336914
	Iteration 2F: 3 clusters Score -204479.1 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -204824.812500 Penalty: 3465.336914
	Iteration 3F: 3 clusters Score -204824.8 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -205022.156250 Penalty: 3465.336914
	Iteration 4F: 3 clusters Score -205022.2 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -205139.218750 Penalty: 3465.336914
	Iteration 5Q: 3 clusters Score -205139.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -205215.093750 Penalty: 3465.336914
	Iteration 6Q: 3 clusters Score -205215.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -205247.078125 Penalty: 3465.336914
	Iteration 7Q: 3 clusters Score -205247.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -205258.875000 Penalty: 3465.336914
	Iteration 8Q: 3 clusters Score -205258.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -205271.312500 Penalty: 3465.336914
	Iteration 9Q: 3 clusters Score -205271.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -205286.796875 Penalty: 3465.336914
	Iteration 10Q: 3 clusters Score -205286.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -205292.031250 Penalty: 3465.336914
	Iteration 11Q: 3 clusters Score -205292 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -205296.609375 Penalty: 3465.336914
	Iteration 12Q: 3 clusters Score -205296.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -205298.578125 Penalty: 3465.336914
	Iteration 13Q: 3 clusters Score -205298.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -205301.062500 Penalty: 3465.336914
	Iteration 14Q: 3 clusters Score -205301.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -205306.687500 Penalty: 3465.336914
	Iteration 15Q: 3 clusters Score -205306.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 813 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -205312.203125 Penalty: 3465.336914
	Iteration 16Q: 3 clusters Score -205312.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -205315.687500 Penalty: 3465.336914
	Iteration 17Q: 3 clusters Score -205315.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -205317.750000 Penalty: 3465.336914
	Iteration 18Q: 3 clusters Score -205317.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -205319.968750 Penalty: 3465.336914
	Iteration 19Q: 3 clusters Score -205320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -205323.375000 Penalty: 3465.336914
	Iteration 20F: 3 clusters Score -205323.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (38679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38679 members 
Entering Unmasked Estep 
Score: -7785607.000000 Penalty: 2619.636963
	Iteration 0F: 2 clusters Score -7785607 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 19200 members 
Entering Unmasked Estep 
Score: -7768271.000000 Penalty: 5239.273926
	Iteration 0F: 3 clusters Score -7768271 nChanged 17685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 18365 members 
Entering Unmasked Estep 
Score: -7777879.500000 Penalty: 5239.273926
	Iteration 1F: 3 clusters Score -7777880 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20773 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -7778386.500000 Penalty: 5239.273926
	Iteration 2Q: 3 clusters Score -7778386 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 17320 members 
Entering Unmasked Estep 
Score: -7778845.500000 Penalty: 5239.273926
	Iteration 3Q: 3 clusters Score -7778846 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22167 members 
Mstep: Class 2 contains 16512 members 
Entering Unmasked Estep 
Score: -7779272.500000 Penalty: 5239.273926
	Iteration 4Q: 3 clusters Score -7779272 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -7779669.500000 Penalty: 5239.273926
	Iteration 5Q: 3 clusters Score -7779670 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24273 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -7780184.500000 Penalty: 5239.273926
	Iteration 6Q: 3 clusters Score -7780184 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25481 members 
Mstep: Class 2 contains 13198 members 
Entering Unmasked Estep 
Score: -7780738.000000 Penalty: 5239.273926
	Iteration 7Q: 3 clusters Score -7780738 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26664 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -7781452.500000 Penalty: 5239.273926
	Iteration 8Q: 3 clusters Score -7781452 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27811 members 
Mstep: Class 2 contains 10868 members 
Entering Unmasked Estep 
Score: -7782324.500000 Penalty: 5239.273926
	Iteration 9Q: 3 clusters Score -7782324 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28967 members 
Mstep: Class 2 contains 9712 members 
Entering Unmasked Estep 
Score: -7783170.500000 Penalty: 5239.273926
	Iteration 10Q: 3 clusters Score -7783170 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29998 members 
Mstep: Class 2 contains 8681 members 
Entering Unmasked Estep 
Score: -7784083.000000 Penalty: 5239.273926
	Iteration 11Q: 3 clusters Score -7784083 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30697 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -7784710.000000 Penalty: 5239.273926
	Iteration 12Q: 3 clusters Score -7784710 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31206 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -7784995.000000 Penalty: 5239.273926
	Iteration 13Q: 3 clusters Score -7784995 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 7114 members 
Entering Unmasked Estep 
Score: -7785047.500000 Penalty: 5239.273926
	Iteration 14Q: 3 clusters Score -7785048 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31871 members 
Mstep: Class 2 contains 6808 members 
Entering Unmasked Estep 
Score: -7785041.500000 Penalty: 5239.273926
	Iteration 15Q: 3 clusters Score -7785042 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32144 members 
Mstep: Class 2 contains 6535 members 
Entering Unmasked Estep 
Score: -7784994.500000 Penalty: 5239.273926
	Iteration 16Q: 3 clusters Score -7784994 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32391 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -7784957.000000 Penalty: 5239.273926
	Iteration 17Q: 3 clusters Score -7784957 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32618 members 
Mstep: Class 2 contains 6061 members 
Entering Unmasked Estep 
Score: -7784905.500000 Penalty: 5239.273926
	Iteration 18Q: 3 clusters Score -7784906 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 5819 members 
Entering Unmasked Estep 
Score: -7784841.000000 Penalty: 5239.273926
	Iteration 19Q: 3 clusters Score -7784841 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33083 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -7784754.000000 Penalty: 5239.273926
	Iteration 20F: 3 clusters Score -7784754 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33299 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -7784709.500000 Penalty: 5239.273926
	Iteration 21Q: 3 clusters Score -7784710 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33509 members 
Mstep: Class 2 contains 5170 members 
Entering Unmasked Estep 
Score: -7784636.000000 Penalty: 5239.273926
	Iteration 22Q: 3 clusters Score -7784636 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33701 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -7784528.500000 Penalty: 5239.273926
	Iteration 23Q: 3 clusters Score -7784528 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33869 members 
Mstep: Class 2 contains 4810 members 
Entering Unmasked Estep 
Score: -7784438.500000 Penalty: 5239.273926
	Iteration 24Q: 3 clusters Score -7784438 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34024 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -7784394.500000 Penalty: 5239.273926
	Iteration 25Q: 3 clusters Score -7784394 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 4499 members 
Entering Unmasked Estep 
Score: -7784368.500000 Penalty: 5239.273926
	Iteration 26Q: 3 clusters Score -7784368 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34337 members 
Mstep: Class 2 contains 4342 members 
Entering Unmasked Estep 
Score: -7784313.500000 Penalty: 5239.273926
	Iteration 27Q: 3 clusters Score -7784314 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34483 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -7784278.000000 Penalty: 5239.273926
	Iteration 28Q: 3 clusters Score -7784278 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -7784241.000000 Penalty: 5239.273926
	Iteration 29Q: 3 clusters Score -7784241 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -7784181.500000 Penalty: 5239.273926
	Iteration 30Q: 3 clusters Score -7784182 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34868 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -7784134.000000 Penalty: 5239.273926
	Iteration 31Q: 3 clusters Score -7784134 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34972 members 
Mstep: Class 2 contains 3707 members 
Entering Unmasked Estep 
Score: -7784077.000000 Penalty: 5239.273926
	Iteration 32Q: 3 clusters Score -7784077 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35071 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -7784047.000000 Penalty: 5239.273926
	Iteration 33Q: 3 clusters Score -7784047 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35171 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -7783995.000000 Penalty: 5239.273926
	Iteration 34Q: 3 clusters Score -7783995 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35271 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -7783958.000000 Penalty: 5239.273926
	Iteration 35Q: 3 clusters Score -7783958 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35377 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -7783944.500000 Penalty: 5239.273926
	Iteration 36Q: 3 clusters Score -7783944 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35478 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -7783922.500000 Penalty: 5239.273926
	Iteration 37Q: 3 clusters Score -7783922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35565 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -7783898.500000 Penalty: 5239.273926
	Iteration 38Q: 3 clusters Score -7783898 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35658 members 
Mstep: Class 2 contains 3021 members 
Entering Unmasked Estep 
Score: -7783876.500000 Penalty: 5239.273926
	Iteration 39Q: 3 clusters Score -7783876 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35757 members 
Mstep: Class 2 contains 2922 members 
Entering Unmasked Estep 
Score: -7783828.000000 Penalty: 5239.273926
	Iteration 40F: 3 clusters Score -7783828 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35843 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -7783830.000000 Penalty: 5239.273926
	Iteration 41Q: 3 clusters Score -7783830 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35952 members 
Mstep: Class 2 contains 2727 members 
Entering Unmasked Estep 
Score: -7783787.500000 Penalty: 5239.273926
	Iteration 42Q: 3 clusters Score -7783788 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -7783788.000000 Penalty: 5239.273926
	Iteration 43Q: 3 clusters Score -7783788 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36145 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -7783762.000000 Penalty: 5239.273926
	Iteration 44Q: 3 clusters Score -7783762 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36241 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -7783732.500000 Penalty: 5239.273926
	Iteration 45Q: 3 clusters Score -7783732 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36345 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -7783714.000000 Penalty: 5239.273926
	Iteration 46Q: 3 clusters Score -7783714 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36441 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -7783712.500000 Penalty: 5239.273926
	Iteration 47Q: 3 clusters Score -7783712 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36542 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -7783713.000000 Penalty: 5239.273926
	Iteration 48Q: 3 clusters Score -7783713 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36626 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -7783727.500000 Penalty: 5239.273926
	Iteration 49Q: 3 clusters Score -7783728 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36715 members 
Mstep: Class 2 contains 1964 members 
Entering Unmasked Estep 
Score: -7783749.500000 Penalty: 5239.273926
	Iteration 50Q: 3 clusters Score -7783750 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36807 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -7783740.000000 Penalty: 5239.273926
	Iteration 51Q: 3 clusters Score -7783740 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36883 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -7783750.500000 Penalty: 5239.273926
	Iteration 52Q: 3 clusters Score -7783750 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36965 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -7783732.000000 Penalty: 5239.273926
	Iteration 53Q: 3 clusters Score -7783732 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37040 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7783746.000000 Penalty: 5239.273926
	Iteration 54Q: 3 clusters Score -7783746 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7783735.500000 Penalty: 5239.273926
	Iteration 55Q: 3 clusters Score -7783736 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37171 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -7783762.500000 Penalty: 5239.273926
	Iteration 56Q: 3 clusters Score -7783762 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37232 members 
Mstep: Class 2 contains 1447 members 
Entering Unmasked Estep 
Score: -7783756.000000 Penalty: 5239.273926
	Iteration 57Q: 3 clusters Score -7783756 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37277 members 
Mstep: Class 2 contains 1402 members 
Entering Unmasked Estep 
Score: -7783749.500000 Penalty: 5239.273926
	Iteration 58Q: 3 clusters Score -7783750 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37314 members 
Mstep: Class 2 contains 1365 members 
Entering Unmasked Estep 
Score: -7783731.000000 Penalty: 5239.273926
	Iteration 59Q: 3 clusters Score -7783731 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37343 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -7783719.000000 Penalty: 5239.273926
	Iteration 60F: 3 clusters Score -7783719 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37369 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -7783719.000000 Penalty: 5239.273926
	Iteration 61Q: 3 clusters Score -7783719 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -7783718.000000 Penalty: 5239.273926
	Iteration 62Q: 3 clusters Score -7783718 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37409 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7783715.000000 Penalty: 5239.273926
	Iteration 63Q: 3 clusters Score -7783715 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37431 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -7783718.500000 Penalty: 5239.273926
	Iteration 64Q: 3 clusters Score -7783718 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -7783718.500000 Penalty: 5239.273926
	Iteration 65Q: 3 clusters Score -7783718 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37474 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7783713.000000 Penalty: 5239.273926
	Iteration 66Q: 3 clusters Score -7783713 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37488 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -7783703.000000 Penalty: 5239.273926
	Iteration 67Q: 3 clusters Score -7783703 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7783703.500000 Penalty: 5239.273926
	Iteration 68Q: 3 clusters Score -7783704 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37519 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -7783704.000000 Penalty: 5239.273926
	Iteration 69Q: 3 clusters Score -7783704 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37534 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -7783707.500000 Penalty: 5239.273926
	Iteration 70Q: 3 clusters Score -7783708 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37551 members 
Mstep: Class 2 contains 1128 members 
Entering Unmasked Estep 
Score: -7783706.000000 Penalty: 5239.273926
	Iteration 71Q: 3 clusters Score -7783706 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37562 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -7783706.500000 Penalty: 5239.273926
	Iteration 72Q: 3 clusters Score -7783706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37572 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -7783702.500000 Penalty: 5239.273926
	Iteration 73Q: 3 clusters Score -7783702 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37582 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7783700.000000 Penalty: 5239.273926
	Iteration 74Q: 3 clusters Score -7783700 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37607 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7783694.500000 Penalty: 5239.273926
	Iteration 75Q: 3 clusters Score -7783694 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37623 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -7783683.000000 Penalty: 5239.273926
	Iteration 76Q: 3 clusters Score -7783683 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37639 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -7783679.000000 Penalty: 5239.273926
	Iteration 77Q: 3 clusters Score -7783679 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37653 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -7783671.000000 Penalty: 5239.273926
	Iteration 78Q: 3 clusters Score -7783671 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37660 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -7783672.000000 Penalty: 5239.273926
	Iteration 79Q: 3 clusters Score -7783672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37669 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -7783666.500000 Penalty: 5239.273926
	Iteration 80F: 3 clusters Score -7783666 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37676 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -7783675.000000 Penalty: 5239.273926
	Iteration 81Q: 3 clusters Score -7783675 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37685 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -7783680.500000 Penalty: 5239.273926
	Iteration 82Q: 3 clusters Score -7783680 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37687 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -7783676.500000 Penalty: 5239.273926
	Iteration 83Q: 3 clusters Score -7783676 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 987 members 
Entering Unmasked Estep 
Score: -7783673.000000 Penalty: 5239.273926
	Iteration 84Q: 3 clusters Score -7783673 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37699 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7783672.000000 Penalty: 5239.273926
	Iteration 85Q: 3 clusters Score -7783672 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37708 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -7783672.000000 Penalty: 5239.273926
	Iteration 86Q: 3 clusters Score -7783672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37713 members 
Mstep: Class 2 contains 966 members 
Entering Unmasked Estep 
Score: -7783675.500000 Penalty: 5239.273926
	Iteration 87Q: 3 clusters Score -7783676 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37724 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -7783685.500000 Penalty: 5239.273926
	Iteration 88Q: 3 clusters Score -7783686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37730 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -7783685.000000 Penalty: 5239.273926
	Iteration 89Q: 3 clusters Score -7783685 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37733 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -7783685.500000 Penalty: 5239.273926
	Iteration 90Q: 3 clusters Score -7783686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37734 members 
Mstep: Class 2 contains 945 members 
Entering Unmasked Estep 
Score: -7783686.000000 Penalty: 5239.273926
	Iteration 91Q: 3 clusters Score -7783686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37740 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7783693.000000 Penalty: 5239.273926
	Iteration 92Q: 3 clusters Score -7783693 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37747 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7783692.500000 Penalty: 5239.273926
	Iteration 93Q: 3 clusters Score -7783692 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37755 members 
Mstep: Class 2 contains 924 members 
Entering Unmasked Estep 
Score: -7783695.000000 Penalty: 5239.273926
	Iteration 94Q: 3 clusters Score -7783695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37765 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7783691.000000 Penalty: 5239.273926
	Iteration 95Q: 3 clusters Score -7783691 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37775 members 
Mstep: Class 2 contains 904 members 
Entering Unmasked Estep 
Score: -7783698.000000 Penalty: 5239.273926
	Iteration 96Q: 3 clusters Score -7783698 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37781 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7783706.500000 Penalty: 5239.273926
	Iteration 97Q: 3 clusters Score -7783706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37787 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -7783701.000000 Penalty: 5239.273926
	Iteration 98Q: 3 clusters Score -7783701 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37799 members 
Mstep: Class 2 contains 880 members 
Entering Unmasked Estep 
Score: -7783696.500000 Penalty: 5239.273926
	Iteration 99Q: 3 clusters Score -7783696 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37808 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -7783689.000000 Penalty: 5239.273926
	Iteration 100F: 3 clusters Score -7783689 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37815 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -7783700.500000 Penalty: 5239.273926
	Iteration 101Q: 3 clusters Score -7783700 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37822 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -7783717.000000 Penalty: 5239.273926
	Iteration 102Q: 3 clusters Score -7783717 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37826 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -7783721.000000 Penalty: 5239.273926
	Iteration 103Q: 3 clusters Score -7783721 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37833 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -7783714.000000 Penalty: 5239.273926
	Iteration 104Q: 3 clusters Score -7783714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7783711.500000 Penalty: 5239.273926
	Iteration 105Q: 3 clusters Score -7783712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -7783708.000000 Penalty: 5239.273926
	Iteration 106Q: 3 clusters Score -7783708 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37844 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -7783709.500000 Penalty: 5239.273926
	Iteration 107Q: 3 clusters Score -7783710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7783704.500000 Penalty: 5239.273926
	Iteration 108Q: 3 clusters Score -7783704 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7783705.500000 Penalty: 5239.273926
	Iteration 109Q: 3 clusters Score -7783706 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37846 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -7783714.500000 Penalty: 5239.273926
	Iteration 110Q: 3 clusters Score -7783714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37849 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -7783715.500000 Penalty: 5239.273926
	Iteration 111Q: 3 clusters Score -7783716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37850 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -7783712.000000 Penalty: 5239.273926
	Iteration 112Q: 3 clusters Score -7783712 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7783712.000000 Penalty: 5239.273926
	Iteration 113Q: 3 clusters Score -7783712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37853 members 
Mstep: Class 2 contains 826 members 
Entering Unmasked Estep 
Score: -7783710.000000 Penalty: 5239.273926
	Iteration 114Q: 3 clusters Score -7783710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7783709.000000 Penalty: 5239.273926
	Iteration 115Q: 3 clusters Score -7783709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37856 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -7783715.500000 Penalty: 5239.273926
	Iteration 116Q: 3 clusters Score -7783716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37859 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7783715.500000 Penalty: 5239.273926
	Iteration 117Q: 3 clusters Score -7783716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37861 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7783715.000000 Penalty: 5239.273926
	Iteration 118Q: 3 clusters Score -7783715 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37865 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -7783717.000000 Penalty: 5239.273926
	Iteration 119Q: 3 clusters Score -7783717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37868 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7783718.000000 Penalty: 5239.273926
	Iteration 120F: 3 clusters Score -7783718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37872 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7783716.500000 Penalty: 5239.273926
	Iteration 121Q: 3 clusters Score -7783716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7783721.000000 Penalty: 5239.273926
	Iteration 122Q: 3 clusters Score -7783721 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37874 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7783721.000000 Penalty: 5239.273926
	Iteration 123F: 3 clusters Score -7783721 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -113293.742188 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -113293.7 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 349 members 
Entering Unmasked Estep 
Score: -111786.914062 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -111786.9 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -112362.398438 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -112362.4 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -112700.328125 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -112700.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112835.960938 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -112836 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -112882.367188 Penalty: 3246.493408
	Iteration 4Q: 3 clusters Score -112882.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -112908.828125 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -112908.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -112921.539062 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -112921.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112937.742188 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -112937.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112949.000000 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -112949 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -112954.164062 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -112954.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -112957.000000 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -112957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -112960.703125 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -112960.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -112960.703125 Penalty: 3246.493408
	Iteration 12F: 3 clusters Score -112960.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (21135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Entering Unmasked Estep 
Score: -3890903.750000 Penalty: 2469.754150
	Iteration 0F: 2 clusters Score -3890904 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 10420 members 
Entering Unmasked Estep 
Score: -3876129.250000 Penalty: 4939.508301
	Iteration 0F: 3 clusters Score -3876129 nChanged 9271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11260 members 
Mstep: Class 2 contains 9875 members 
Entering Unmasked Estep 
Score: -3881312.250000 Penalty: 4939.508301
	Iteration 1F: 3 clusters Score -3881312 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11450 members 
Mstep: Class 2 contains 9685 members 
Entering Unmasked Estep 
Score: -3882160.000000 Penalty: 4939.508301
	Iteration 2F: 3 clusters Score -3882160 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11533 members 
Mstep: Class 2 contains 9602 members 
Entering Unmasked Estep 
Score: -3883024.250000 Penalty: 4939.508301
	Iteration 3F: 3 clusters Score -3883024 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 9634 members 
Entering Unmasked Estep 
Score: -3883796.750000 Penalty: 4939.508301
	Iteration 4F: 3 clusters Score -3883797 nChanged 1154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11443 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3884393.500000 Penalty: 4939.508301
	Iteration 5F: 3 clusters Score -3884394 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11334 members 
Mstep: Class 2 contains 9801 members 
Entering Unmasked Estep 
Score: -3884836.750000 Penalty: 4939.508301
	Iteration 6Q: 3 clusters Score -3884837 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11208 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -3885163.000000 Penalty: 4939.508301
	Iteration 7Q: 3 clusters Score -3885163 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11079 members 
Mstep: Class 2 contains 10056 members 
Entering Unmasked Estep 
Score: -3885420.750000 Penalty: 4939.508301
	Iteration 8Q: 3 clusters Score -3885421 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10911 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -3885624.000000 Penalty: 4939.508301
	Iteration 9Q: 3 clusters Score -3885624 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10749 members 
Mstep: Class 2 contains 10386 members 
Entering Unmasked Estep 
Score: -3885771.250000 Penalty: 4939.508301
	Iteration 10Q: 3 clusters Score -3885771 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 10536 members 
Entering Unmasked Estep 
Score: -3885847.750000 Penalty: 4939.508301
	Iteration 11Q: 3 clusters Score -3885848 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10456 members 
Mstep: Class 2 contains 10679 members 
Entering Unmasked Estep 
Score: -3885924.500000 Penalty: 4939.508301
	Iteration 12Q: 3 clusters Score -3885924 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10328 members 
Mstep: Class 2 contains 10807 members 
Entering Unmasked Estep 
Score: -3885986.750000 Penalty: 4939.508301
	Iteration 13Q: 3 clusters Score -3885987 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10194 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -3886029.250000 Penalty: 4939.508301
	Iteration 14Q: 3 clusters Score -3886029 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10083 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -3886060.750000 Penalty: 4939.508301
	Iteration 15Q: 3 clusters Score -3886061 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9970 members 
Mstep: Class 2 contains 11165 members 
Entering Unmasked Estep 
Score: -3886079.500000 Penalty: 4939.508301
	Iteration 16Q: 3 clusters Score -3886080 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9857 members 
Mstep: Class 2 contains 11278 members 
Entering Unmasked Estep 
Score: -3886109.500000 Penalty: 4939.508301
	Iteration 17Q: 3 clusters Score -3886110 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 11380 members 
Entering Unmasked Estep 
Score: -3886119.750000 Penalty: 4939.508301
	Iteration 18Q: 3 clusters Score -3886120 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9655 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3886144.000000 Penalty: 4939.508301
	Iteration 19Q: 3 clusters Score -3886144 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9570 members 
Mstep: Class 2 contains 11565 members 
Entering Unmasked Estep 
Score: -3886139.250000 Penalty: 4939.508301
	Iteration 20F: 3 clusters Score -3886139 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 11642 members 
Entering Unmasked Estep 
Score: -3886157.500000 Penalty: 4939.508301
	Iteration 21Q: 3 clusters Score -3886158 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9405 members 
Mstep: Class 2 contains 11730 members 
Entering Unmasked Estep 
Score: -3886173.000000 Penalty: 4939.508301
	Iteration 22Q: 3 clusters Score -3886173 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9303 members 
Mstep: Class 2 contains 11832 members 
Entering Unmasked Estep 
Score: -3886193.000000 Penalty: 4939.508301
	Iteration 23Q: 3 clusters Score -3886193 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 11921 members 
Entering Unmasked Estep 
Score: -3886197.000000 Penalty: 4939.508301
	Iteration 24Q: 3 clusters Score -3886197 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9125 members 
Mstep: Class 2 contains 12010 members 
Entering Unmasked Estep 
Score: -3886216.750000 Penalty: 4939.508301
	Iteration 25Q: 3 clusters Score -3886217 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -3886228.000000 Penalty: 4939.508301
	Iteration 26Q: 3 clusters Score -3886228 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8919 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -3886247.750000 Penalty: 4939.508301
	Iteration 27Q: 3 clusters Score -3886248 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8806 members 
Mstep: Class 2 contains 12329 members 
Entering Unmasked Estep 
Score: -3886253.000000 Penalty: 4939.508301
	Iteration 28Q: 3 clusters Score -3886253 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8682 members 
Mstep: Class 2 contains 12453 members 
Entering Unmasked Estep 
Score: -3886279.000000 Penalty: 4939.508301
	Iteration 29Q: 3 clusters Score -3886279 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 12587 members 
Entering Unmasked Estep 
Score: -3886292.750000 Penalty: 4939.508301
	Iteration 30Q: 3 clusters Score -3886293 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 12742 members 
Entering Unmasked Estep 
Score: -3886349.000000 Penalty: 4939.508301
	Iteration 31Q: 3 clusters Score -3886349 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8194 members 
Mstep: Class 2 contains 12941 members 
Entering Unmasked Estep 
Score: -3886368.500000 Penalty: 4939.508301
	Iteration 32Q: 3 clusters Score -3886368 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 13167 members 
Entering Unmasked Estep 
Score: -3886410.000000 Penalty: 4939.508301
	Iteration 33Q: 3 clusters Score -3886410 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7697 members 
Mstep: Class 2 contains 13438 members 
Entering Unmasked Estep 
Score: -3886485.750000 Penalty: 4939.508301
	Iteration 34Q: 3 clusters Score -3886486 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7396 members 
Mstep: Class 2 contains 13739 members 
Entering Unmasked Estep 
Score: -3886566.000000 Penalty: 4939.508301
	Iteration 35Q: 3 clusters Score -3886566 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7053 members 
Mstep: Class 2 contains 14082 members 
Entering Unmasked Estep 
Score: -3886661.750000 Penalty: 4939.508301
	Iteration 36Q: 3 clusters Score -3886662 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 14467 members 
Entering Unmasked Estep 
Score: -3886780.250000 Penalty: 4939.508301
	Iteration 37Q: 3 clusters Score -3886780 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6233 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -3886955.500000 Penalty: 4939.508301
	Iteration 38Q: 3 clusters Score -3886956 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 15362 members 
Entering Unmasked Estep 
Score: -3887160.500000 Penalty: 4939.508301
	Iteration 39Q: 3 clusters Score -3887160 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 15848 members 
Entering Unmasked Estep 
Score: -3887394.750000 Penalty: 4939.508301
	Iteration 40F: 3 clusters Score -3887395 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 16359 members 
Entering Unmasked Estep 
Score: -3887704.500000 Penalty: 4939.508301
	Iteration 41Q: 3 clusters Score -3887704 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4273 members 
Mstep: Class 2 contains 16862 members 
Entering Unmasked Estep 
Score: -3888019.500000 Penalty: 4939.508301
	Iteration 42Q: 3 clusters Score -3888020 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -3888340.250000 Penalty: 4939.508301
	Iteration 43Q: 3 clusters Score -3888340 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 17683 members 
Entering Unmasked Estep 
Score: -3888631.500000 Penalty: 4939.508301
	Iteration 44Q: 3 clusters Score -3888632 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3888809.250000 Penalty: 4939.508301
	Iteration 45Q: 3 clusters Score -3888809 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -3888945.000000 Penalty: 4939.508301
	Iteration 46Q: 3 clusters Score -3888945 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 18444 members 
Entering Unmasked Estep 
Score: -3889042.750000 Penalty: 4939.508301
	Iteration 47Q: 3 clusters Score -3889043 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -3889123.500000 Penalty: 4939.508301
	Iteration 48Q: 3 clusters Score -3889124 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 18800 members 
Entering Unmasked Estep 
Score: -3889173.500000 Penalty: 4939.508301
	Iteration 49Q: 3 clusters Score -3889174 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2218 members 
Mstep: Class 2 contains 18917 members 
Entering Unmasked Estep 
Score: -3889215.000000 Penalty: 4939.508301
	Iteration 50Q: 3 clusters Score -3889215 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 19011 members 
Entering Unmasked Estep 
Score: -3889240.750000 Penalty: 4939.508301
	Iteration 51Q: 3 clusters Score -3889241 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 19095 members 
Entering Unmasked Estep 
Score: -3889266.250000 Penalty: 4939.508301
	Iteration 52Q: 3 clusters Score -3889266 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -3889312.000000 Penalty: 4939.508301
	Iteration 53Q: 3 clusters Score -3889312 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 19246 members 
Entering Unmasked Estep 
Score: -3889326.250000 Penalty: 4939.508301
	Iteration 54Q: 3 clusters Score -3889326 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1825 members 
Mstep: Class 2 contains 19310 members 
Entering Unmasked Estep 
Score: -3889343.500000 Penalty: 4939.508301
	Iteration 55Q: 3 clusters Score -3889344 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19372 members 
Entering Unmasked Estep 
Score: -3889374.000000 Penalty: 4939.508301
	Iteration 56Q: 3 clusters Score -3889374 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -3889383.500000 Penalty: 4939.508301
	Iteration 57Q: 3 clusters Score -3889384 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1656 members 
Mstep: Class 2 contains 19479 members 
Entering Unmasked Estep 
Score: -3889399.250000 Penalty: 4939.508301
	Iteration 58Q: 3 clusters Score -3889399 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 19516 members 
Entering Unmasked Estep 
Score: -3889411.750000 Penalty: 4939.508301
	Iteration 59Q: 3 clusters Score -3889412 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 19551 members 
Entering Unmasked Estep 
Score: -3889431.750000 Penalty: 4939.508301
	Iteration 60F: 3 clusters Score -3889432 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -3889434.500000 Penalty: 4939.508301
	Iteration 61Q: 3 clusters Score -3889434 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 19604 members 
Entering Unmasked Estep 
Score: -3889446.000000 Penalty: 4939.508301
	Iteration 62Q: 3 clusters Score -3889446 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 19626 members 
Entering Unmasked Estep 
Score: -3889451.500000 Penalty: 4939.508301
	Iteration 63Q: 3 clusters Score -3889452 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 19644 members 
Entering Unmasked Estep 
Score: -3889450.250000 Penalty: 4939.508301
	Iteration 64Q: 3 clusters Score -3889450 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -3889449.750000 Penalty: 4939.508301
	Iteration 65Q: 3 clusters Score -3889450 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1477 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -3889457.250000 Penalty: 4939.508301
	Iteration 66Q: 3 clusters Score -3889457 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 19663 members 
Entering Unmasked Estep 
Score: -3889462.000000 Penalty: 4939.508301
	Iteration 67Q: 3 clusters Score -3889462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 19673 members 
Entering Unmasked Estep 
Score: -3889458.500000 Penalty: 4939.508301
	Iteration 68Q: 3 clusters Score -3889458 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 19681 members 
Entering Unmasked Estep 
Score: -3889463.750000 Penalty: 4939.508301
	Iteration 69Q: 3 clusters Score -3889464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1446 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -3889468.000000 Penalty: 4939.508301
	Iteration 70Q: 3 clusters Score -3889468 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 19696 members 
Entering Unmasked Estep 
Score: -3889467.750000 Penalty: 4939.508301
	Iteration 71Q: 3 clusters Score -3889468 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 19705 members 
Entering Unmasked Estep 
Score: -3889474.500000 Penalty: 4939.508301
	Iteration 72Q: 3 clusters Score -3889474 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -3889468.750000 Penalty: 4939.508301
	Iteration 73Q: 3 clusters Score -3889469 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 19707 members 
Entering Unmasked Estep 
Score: -3889469.500000 Penalty: 4939.508301
	Iteration 74Q: 3 clusters Score -3889470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 19709 members 
Entering Unmasked Estep 
Score: -3889473.000000 Penalty: 4939.508301
	Iteration 75Q: 3 clusters Score -3889473 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3889467.750000 Penalty: 4939.508301
	Iteration 76Q: 3 clusters Score -3889468 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -3889467.750000 Penalty: 4939.508301
	Iteration 77F: 3 clusters Score -3889468 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (95 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Entering Unmasked Estep 
Score: -10121.060547 Penalty: 1129.361450
	Iteration 0F: 2 clusters Score -10121.06 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9570.906250 Penalty: 2258.722900
	Iteration 0F: 3 clusters Score -9570.906 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9581.773438 Penalty: 2258.722900
	Iteration 1Q: 3 clusters Score -9581.773 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -9581.773438 Penalty: 2258.722900
	Iteration 2F: 3 clusters Score -9581.773 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30574 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30574 members 
Entering Unmasked Estep 
Score: -5854278.000000 Penalty: 2561.320557
	Iteration 0F: 2 clusters Score -5854278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15489 members 
Mstep: Class 2 contains 15085 members 
Entering Unmasked Estep 
Score: -5834166.500000 Penalty: 5122.641113
	Iteration 0F: 3 clusters Score -5834166 nChanged 13733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16596 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -5841385.000000 Penalty: 5122.641113
	Iteration 1F: 3 clusters Score -5841385 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 13336 members 
Entering Unmasked Estep 
Score: -5841801.500000 Penalty: 5122.641113
	Iteration 2Q: 3 clusters Score -5841802 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18169 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -5842324.000000 Penalty: 5122.641113
	Iteration 3Q: 3 clusters Score -5842324 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 11130 members 
Entering Unmasked Estep 
Score: -5842984.500000 Penalty: 5122.641113
	Iteration 4Q: 3 clusters Score -5842984 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -5844016.500000 Penalty: 5122.641113
	Iteration 5F: 3 clusters Score -5844016 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23069 members 
Mstep: Class 2 contains 7505 members 
Entering Unmasked Estep 
Score: -5845340.500000 Penalty: 5122.641113
	Iteration 6F: 3 clusters Score -5845340 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25280 members 
Mstep: Class 2 contains 5294 members 
Entering Unmasked Estep 
Score: -5847101.000000 Penalty: 5122.641113
	Iteration 7F: 3 clusters Score -5847101 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27364 members 
Mstep: Class 2 contains 3210 members 
Entering Unmasked Estep 
Score: -5849018.000000 Penalty: 5122.641113
	Iteration 8F: 3 clusters Score -5849018 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28882 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -5850410.500000 Penalty: 5122.641113
	Iteration 9F: 3 clusters Score -5850410 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29766 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -5851268.000000 Penalty: 5122.641113
	Iteration 10Q: 3 clusters Score -5851268 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30135 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5851661.000000 Penalty: 5122.641113
	Iteration 11Q: 3 clusters Score -5851661 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30273 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -5851824.500000 Penalty: 5122.641113
	Iteration 12Q: 3 clusters Score -5851824 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30315 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -5851882.500000 Penalty: 5122.641113
	Iteration 13Q: 3 clusters Score -5851882 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30336 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -5851934.500000 Penalty: 5122.641113
	Iteration 14Q: 3 clusters Score -5851934 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30354 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -5851978.500000 Penalty: 5122.641113
	Iteration 15Q: 3 clusters Score -5851978 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -5852006.000000 Penalty: 5122.641113
	Iteration 16Q: 3 clusters Score -5852006 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5852018.000000 Penalty: 5122.641113
	Iteration 17Q: 3 clusters Score -5852018 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5852013.000000 Penalty: 5122.641113
	Iteration 18Q: 3 clusters Score -5852013 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5852023.000000 Penalty: 5122.641113
	Iteration 19Q: 3 clusters Score -5852023 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -5852031.500000 Penalty: 5122.641113
	Iteration 20F: 3 clusters Score -5852032 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5852032.000000 Penalty: 5122.641113
	Iteration 21Q: 3 clusters Score -5852032 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30369 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -5852032.000000 Penalty: 5122.641113
	Iteration 22F: 3 clusters Score -5852032 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -141749.796875 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -141749.8 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 439 members 
Entering Unmasked Estep 
Score: -140185.078125 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -140185.1 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -141013.640625 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -141013.6 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -141741.359375 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -141741.4 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -142138.625000 Penalty: 3377.830566
	Iteration 3F: 3 clusters Score -142138.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -142432.000000 Penalty: 3377.830566
	Iteration 4Q: 3 clusters Score -142432 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -142719.453125 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -142719.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -143070.500000 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -143070.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -143425.046875 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -143425 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -143494.562500 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -143494.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -143497.750000 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -143497.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -143500.031250 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -143500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -143500.031250 Penalty: 3377.830566
	Iteration 11F: 3 clusters Score -143500 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 20161 members 
Mstep: Class 3 contains 36193 members 
Mstep: Class 4 contains 46404 members 
Mstep: Class 5 contains 26923 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 40933 members 
Mstep: Class 8 contains 57003 members 
Mstep: Class 9 contains 57748 members 
Mstep: Class 10 contains 17565 members 
Mstep: Class 11 contains 31589 members 
Mstep: Class 12 contains 60387 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 16591 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42439 members 
Mstep: Class 18 contains 6729 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39549 members 
Mstep: Class 22 contains 29331 members 
Mstep: Class 23 contains 34602 members 
Mstep: Class 24 contains 29443 members 
Mstep: Class 25 contains 6998 members 
Mstep: Class 26 contains 27962 members 
Mstep: Class 27 contains 55690 members 
Mstep: Class 28 contains 61958 members 
Mstep: Class 29 contains 5178 members 
Mstep: Class 30 contains 22717 members 
Mstep: Class 31 contains 60571 members 
Mstep: Class 32 contains 30138 members 
Mstep: Class 33 contains 41581 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 49335 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 38679 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21135 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30574 members 
Mstep: Class 44 contains 503 members 
Mstep: Class 45 contains 404 members 
Entering Unmasked Estep 
Score: -207935920.000000 Penalty: 155408.265625
Splitting cluster 44 changes total score from -207936832.000000 to -207935920.000000
So it's not getting split.
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 25696 members 
Mstep: Class 2 contains 20161 members 
Mstep: Class 3 contains 36193 members 
Mstep: Class 4 contains 46404 members 
Mstep: Class 5 contains 26923 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 40933 members 
Mstep: Class 8 contains 57003 members 
Mstep: Class 9 contains 57748 members 
Mstep: Class 10 contains 17565 members 
Mstep: Class 11 contains 31589 members 
Mstep: Class 12 contains 60387 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30144 members 
Mstep: Class 15 contains 16591 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42439 members 
Mstep: Class 18 contains 6729 members 
Mstep: Class 19 contains 5156 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39549 members 
Mstep: Class 22 contains 29331 members 
Mstep: Class 23 contains 34602 members 
Mstep: Class 24 contains 29443 members 
Mstep: Class 25 contains 6998 members 
Mstep: Class 26 contains 27962 members 
Mstep: Class 27 contains 55690 members 
Mstep: Class 28 contains 61958 members 
Mstep: Class 29 contains 5178 members 
Mstep: Class 30 contains 22717 members 
Mstep: Class 31 contains 60571 members 
Mstep: Class 32 contains 30138 members 
Mstep: Class 33 contains 41581 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 49335 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 38679 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21135 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30574 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207936496.000000 Penalty: 151954.750000
Iteration 119Q: 45 clusters Score -2.079365e+08 nChanged 8105
Entering Unmasked Mstep 
Mstep: Class 0 contains 115 members 
Mstep: Class 1 contains 25557 members 
Mstep: Class 2 contains 19692 members 
Mstep: Class 3 contains 36227 members 
Mstep: Class 4 contains 46287 members 
Mstep: Class 5 contains 26920 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 41231 members 
Mstep: Class 8 contains 56968 members 
Mstep: Class 9 contains 57960 members 
Mstep: Class 10 contains 17564 members 
Mstep: Class 11 contains 31602 members 
Mstep: Class 12 contains 60356 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30078 members 
Mstep: Class 15 contains 16476 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42358 members 
Mstep: Class 18 contains 6708 members 
Mstep: Class 19 contains 5176 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39398 members 
Mstep: Class 22 contains 29386 members 
Mstep: Class 23 contains 34688 members 
Mstep: Class 24 contains 29525 members 
Mstep: Class 25 contains 6997 members 
Mstep: Class 26 contains 28527 members 
Mstep: Class 27 contains 55771 members 
Mstep: Class 28 contains 61799 members 
Mstep: Class 29 contains 5166 members 
Mstep: Class 30 contains 22767 members 
Mstep: Class 31 contains 60455 members 
Mstep: Class 32 contains 30173 members 
Mstep: Class 33 contains 41454 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1763 members 
Mstep: Class 36 contains 324 members 
Mstep: Class 37 contains 49465 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 38732 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21161 members 
Mstep: Class 42 contains 95 members 
Mstep: Class 43 contains 30479 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937024.000000 Penalty: 151954.750000
Iteration 120F: 45 clusters Score -2.07937e+08 nChanged 8554
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 19205 members 
Mstep: Class 3 contains 36227 members 
Mstep: Class 4 contains 46048 members 
Mstep: Class 5 contains 26902 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 41433 members 
Mstep: Class 8 contains 56942 members 
Mstep: Class 9 contains 58241 members 
Mstep: Class 10 contains 17574 members 
Mstep: Class 11 contains 31626 members 
Mstep: Class 12 contains 60311 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30034 members 
Mstep: Class 15 contains 16140 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42293 members 
Mstep: Class 18 contains 6682 members 
Mstep: Class 19 contains 5197 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39194 members 
Mstep: Class 22 contains 29429 members 
Mstep: Class 23 contains 34736 members 
Mstep: Class 24 contains 29600 members 
Mstep: Class 25 contains 6995 members 
Mstep: Class 26 contains 29195 members 
Mstep: Class 27 contains 55855 members 
Mstep: Class 28 contains 61624 members 
Mstep: Class 29 contains 5156 members 
Mstep: Class 30 contains 22824 members 
Mstep: Class 31 contains 60329 members 
Mstep: Class 32 contains 30228 members 
Mstep: Class 33 contains 41223 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 322 members 
Mstep: Class 37 contains 49892 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 38781 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21190 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30586 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207936016.000000 Penalty: 151954.750000
Iteration 121Q: 45 clusters Score -2.07936e+08 nChanged 8573
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 18695 members 
Mstep: Class 3 contains 36229 members 
Mstep: Class 4 contains 45834 members 
Mstep: Class 5 contains 26895 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 41670 members 
Mstep: Class 8 contains 56925 members 
Mstep: Class 9 contains 58517 members 
Mstep: Class 10 contains 17575 members 
Mstep: Class 11 contains 31639 members 
Mstep: Class 12 contains 60261 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 30000 members 
Mstep: Class 15 contains 15833 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42219 members 
Mstep: Class 18 contains 6654 members 
Mstep: Class 19 contains 5226 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39101 members 
Mstep: Class 22 contains 29482 members 
Mstep: Class 23 contains 34811 members 
Mstep: Class 24 contains 29675 members 
Mstep: Class 25 contains 6997 members 
Mstep: Class 26 contains 29914 members 
Mstep: Class 27 contains 55918 members 
Mstep: Class 28 contains 61429 members 
Mstep: Class 29 contains 5143 members 
Mstep: Class 30 contains 22890 members 
Mstep: Class 31 contains 60215 members 
Mstep: Class 32 contains 30253 members 
Mstep: Class 33 contains 40979 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 321 members 
Mstep: Class 37 contains 50130 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 38846 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21213 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30632 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207936016.000000 Penalty: 151954.750000
Iteration 122Q: 45 clusters Score -2.07936e+08 nChanged 8483
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 25173 members 
Mstep: Class 2 contains 18226 members 
Mstep: Class 3 contains 36201 members 
Mstep: Class 4 contains 45636 members 
Mstep: Class 5 contains 26893 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 41862 members 
Mstep: Class 8 contains 56888 members 
Mstep: Class 9 contains 58797 members 
Mstep: Class 10 contains 17582 members 
Mstep: Class 11 contains 31653 members 
Mstep: Class 12 contains 60235 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29962 members 
Mstep: Class 15 contains 15539 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42145 members 
Mstep: Class 18 contains 6629 members 
Mstep: Class 19 contains 5260 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39094 members 
Mstep: Class 22 contains 29527 members 
Mstep: Class 23 contains 34921 members 
Mstep: Class 24 contains 29737 members 
Mstep: Class 25 contains 6997 members 
Mstep: Class 26 contains 30704 members 
Mstep: Class 27 contains 55988 members 
Mstep: Class 28 contains 61200 members 
Mstep: Class 29 contains 5133 members 
Mstep: Class 30 contains 22952 members 
Mstep: Class 31 contains 60116 members 
Mstep: Class 32 contains 30264 members 
Mstep: Class 33 contains 40713 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 50243 members 
Mstep: Class 38 contains 1083 members 
Mstep: Class 39 contains 38909 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21253 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 30671 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207936896.000000 Penalty: 151954.750000
Iteration 123Q: 45 clusters Score -2.079369e+08 nChanged 8116
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 25051 members 
Mstep: Class 2 contains 17798 members 
Mstep: Class 3 contains 36204 members 
Mstep: Class 4 contains 45543 members 
Mstep: Class 5 contains 26916 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 41936 members 
Mstep: Class 8 contains 56867 members 
Mstep: Class 9 contains 59024 members 
Mstep: Class 10 contains 17598 members 
Mstep: Class 11 contains 31637 members 
Mstep: Class 12 contains 60192 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29960 members 
Mstep: Class 15 contains 15267 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 42034 members 
Mstep: Class 18 contains 6611 members 
Mstep: Class 19 contains 5296 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39027 members 
Mstep: Class 22 contains 29585 members 
Mstep: Class 23 contains 34997 members 
Mstep: Class 24 contains 29749 members 
Mstep: Class 25 contains 7000 members 
Mstep: Class 26 contains 31532 members 
Mstep: Class 27 contains 56012 members 
Mstep: Class 28 contains 61013 members 
Mstep: Class 29 contains 5113 members 
Mstep: Class 30 contains 23000 members 
Mstep: Class 31 contains 60079 members 
Mstep: Class 32 contains 30286 members 
Mstep: Class 33 contains 40542 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 50270 members 
Mstep: Class 38 contains 1083 members 
Mstep: Class 39 contains 38976 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21291 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 30699 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937136.000000 Penalty: 151954.750000
Iteration 124Q: 45 clusters Score -2.079371e+08 nChanged 7944
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 24929 members 
Mstep: Class 2 contains 17386 members 
Mstep: Class 3 contains 36193 members 
Mstep: Class 4 contains 45434 members 
Mstep: Class 5 contains 26915 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 41930 members 
Mstep: Class 8 contains 56842 members 
Mstep: Class 9 contains 59180 members 
Mstep: Class 10 contains 17614 members 
Mstep: Class 11 contains 31685 members 
Mstep: Class 12 contains 60179 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29932 members 
Mstep: Class 15 contains 15013 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41892 members 
Mstep: Class 18 contains 6590 members 
Mstep: Class 19 contains 5315 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39024 members 
Mstep: Class 22 contains 29615 members 
Mstep: Class 23 contains 35105 members 
Mstep: Class 24 contains 29789 members 
Mstep: Class 25 contains 6995 members 
Mstep: Class 26 contains 32415 members 
Mstep: Class 27 contains 56035 members 
Mstep: Class 28 contains 60852 members 
Mstep: Class 29 contains 5094 members 
Mstep: Class 30 contains 23051 members 
Mstep: Class 31 contains 60024 members 
Mstep: Class 32 contains 30334 members 
Mstep: Class 33 contains 40316 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 50304 members 
Mstep: Class 38 contains 1083 members 
Mstep: Class 39 contains 39038 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21356 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 30730 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937040.000000 Penalty: 151954.750000
Iteration 125Q: 45 clusters Score -2.07937e+08 nChanged 7913
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 24796 members 
Mstep: Class 2 contains 17022 members 
Mstep: Class 3 contains 36207 members 
Mstep: Class 4 contains 45374 members 
Mstep: Class 5 contains 26898 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 41701 members 
Mstep: Class 8 contains 56777 members 
Mstep: Class 9 contains 59231 members 
Mstep: Class 10 contains 17623 members 
Mstep: Class 11 contains 31738 members 
Mstep: Class 12 contains 60153 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29884 members 
Mstep: Class 15 contains 14778 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41775 members 
Mstep: Class 18 contains 6563 members 
Mstep: Class 19 contains 5326 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38987 members 
Mstep: Class 22 contains 29641 members 
Mstep: Class 23 contains 35179 members 
Mstep: Class 24 contains 29826 members 
Mstep: Class 25 contains 6990 members 
Mstep: Class 26 contains 33485 members 
Mstep: Class 27 contains 56042 members 
Mstep: Class 28 contains 60734 members 
Mstep: Class 29 contains 5081 members 
Mstep: Class 30 contains 23117 members 
Mstep: Class 31 contains 60022 members 
Mstep: Class 32 contains 30347 members 
Mstep: Class 33 contains 40233 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 50297 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39126 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21431 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 30722 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937920.000000 Penalty: 151954.750000
Iteration 126Q: 45 clusters Score -2.079379e+08 nChanged 7902
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 16666 members 
Mstep: Class 3 contains 36245 members 
Mstep: Class 4 contains 45323 members 
Mstep: Class 5 contains 26894 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 41329 members 
Mstep: Class 8 contains 56701 members 
Mstep: Class 9 contains 59218 members 
Mstep: Class 10 contains 17631 members 
Mstep: Class 11 contains 31754 members 
Mstep: Class 12 contains 60109 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29854 members 
Mstep: Class 15 contains 14530 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41675 members 
Mstep: Class 18 contains 6544 members 
Mstep: Class 19 contains 5345 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38999 members 
Mstep: Class 22 contains 29659 members 
Mstep: Class 23 contains 35225 members 
Mstep: Class 24 contains 29875 members 
Mstep: Class 25 contains 6993 members 
Mstep: Class 26 contains 34701 members 
Mstep: Class 27 contains 56079 members 
Mstep: Class 28 contains 60655 members 
Mstep: Class 29 contains 5068 members 
Mstep: Class 30 contains 23155 members 
Mstep: Class 31 contains 60006 members 
Mstep: Class 32 contains 30353 members 
Mstep: Class 33 contains 40174 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 50246 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39183 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21486 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 30741 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207938384.000000 Penalty: 151954.750000
Iteration 127Q: 45 clusters Score -2.079384e+08 nChanged 7884
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 24580 members 
Mstep: Class 2 contains 16302 members 
Mstep: Class 3 contains 36291 members 
Mstep: Class 4 contains 45283 members 
Mstep: Class 5 contains 26907 members 
Mstep: Class 6 contains 1508 members 
Mstep: Class 7 contains 40833 members 
Mstep: Class 8 contains 56653 members 
Mstep: Class 9 contains 59165 members 
Mstep: Class 10 contains 17652 members 
Mstep: Class 11 contains 31775 members 
Mstep: Class 12 contains 60009 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29813 members 
Mstep: Class 15 contains 14277 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41604 members 
Mstep: Class 18 contains 6527 members 
Mstep: Class 19 contains 5349 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 39011 members 
Mstep: Class 22 contains 29667 members 
Mstep: Class 23 contains 35245 members 
Mstep: Class 24 contains 29914 members 
Mstep: Class 25 contains 6993 members 
Mstep: Class 26 contains 36095 members 
Mstep: Class 27 contains 56124 members 
Mstep: Class 28 contains 60583 members 
Mstep: Class 29 contains 5061 members 
Mstep: Class 30 contains 23173 members 
Mstep: Class 31 contains 59994 members 
Mstep: Class 32 contains 30352 members 
Mstep: Class 33 contains 40218 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 50107 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39244 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21553 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 30752 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939376.000000 Penalty: 151954.750000
Iteration 128Q: 45 clusters Score -2.079394e+08 nChanged 7891
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 24463 members 
Mstep: Class 2 contains 15950 members 
Mstep: Class 3 contains 36350 members 
Mstep: Class 4 contains 45284 members 
Mstep: Class 5 contains 26918 members 
Mstep: Class 6 contains 1507 members 
Mstep: Class 7 contains 40124 members 
Mstep: Class 8 contains 56597 members 
Mstep: Class 9 contains 59059 members 
Mstep: Class 10 contains 17657 members 
Mstep: Class 11 contains 31788 members 
Mstep: Class 12 contains 59864 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29787 members 
Mstep: Class 15 contains 14062 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41487 members 
Mstep: Class 18 contains 6520 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38996 members 
Mstep: Class 22 contains 29708 members 
Mstep: Class 23 contains 35265 members 
Mstep: Class 24 contains 29945 members 
Mstep: Class 25 contains 6991 members 
Mstep: Class 26 contains 37682 members 
Mstep: Class 27 contains 56160 members 
Mstep: Class 28 contains 60565 members 
Mstep: Class 29 contains 5052 members 
Mstep: Class 30 contains 23219 members 
Mstep: Class 31 contains 59990 members 
Mstep: Class 32 contains 30344 members 
Mstep: Class 33 contains 40365 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 317 members 
Mstep: Class 37 contains 49874 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39279 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21611 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 30788 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207940080.000000 Penalty: 151954.750000
Iteration 129Q: 45 clusters Score -2.079401e+08 nChanged 8302
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 24317 members 
Mstep: Class 2 contains 15632 members 
Mstep: Class 3 contains 36404 members 
Mstep: Class 4 contains 45274 members 
Mstep: Class 5 contains 26940 members 
Mstep: Class 6 contains 1506 members 
Mstep: Class 7 contains 39133 members 
Mstep: Class 8 contains 56552 members 
Mstep: Class 9 contains 58975 members 
Mstep: Class 10 contains 17662 members 
Mstep: Class 11 contains 31813 members 
Mstep: Class 12 contains 59737 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 29737 members 
Mstep: Class 15 contains 13846 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41385 members 
Mstep: Class 18 contains 6509 members 
Mstep: Class 19 contains 5378 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38920 members 
Mstep: Class 22 contains 29697 members 
Mstep: Class 23 contains 35264 members 
Mstep: Class 24 contains 29927 members 
Mstep: Class 25 contains 6988 members 
Mstep: Class 26 contains 39396 members 
Mstep: Class 27 contains 56196 members 
Mstep: Class 28 contains 60529 members 
Mstep: Class 29 contains 5046 members 
Mstep: Class 30 contains 23271 members 
Mstep: Class 31 contains 60028 members 
Mstep: Class 32 contains 30350 members 
Mstep: Class 33 contains 40759 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 317 members 
Mstep: Class 37 contains 49607 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39314 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21661 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 30859 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207941280.000000 Penalty: 151954.750000
Iteration 130Q: 45 clusters Score -2.079413e+08 nChanged 8721
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 15326 members 
Mstep: Class 3 contains 36423 members 
Mstep: Class 4 contains 45309 members 
Mstep: Class 5 contains 26922 members 
Mstep: Class 6 contains 1505 members 
Mstep: Class 7 contains 37953 members 
Mstep: Class 8 contains 56498 members 
Mstep: Class 9 contains 58861 members 
Mstep: Class 10 contains 17684 members 
Mstep: Class 11 contains 31842 members 
Mstep: Class 12 contains 59630 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 29685 members 
Mstep: Class 15 contains 13652 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41316 members 
Mstep: Class 18 contains 6510 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38780 members 
Mstep: Class 22 contains 29687 members 
Mstep: Class 23 contains 35216 members 
Mstep: Class 24 contains 29913 members 
Mstep: Class 25 contains 6985 members 
Mstep: Class 26 contains 41150 members 
Mstep: Class 27 contains 56232 members 
Mstep: Class 28 contains 60550 members 
Mstep: Class 29 contains 5031 members 
Mstep: Class 30 contains 23321 members 
Mstep: Class 31 contains 60034 members 
Mstep: Class 32 contains 30388 members 
Mstep: Class 33 contains 41290 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 317 members 
Mstep: Class 37 contains 49307 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39342 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21708 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 30996 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207941344.000000 Penalty: 151954.750000
Iteration 131Q: 45 clusters Score -2.079413e+08 nChanged 9377
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 24071 members 
Mstep: Class 2 contains 15025 members 
Mstep: Class 3 contains 36398 members 
Mstep: Class 4 contains 45253 members 
Mstep: Class 5 contains 26907 members 
Mstep: Class 6 contains 1504 members 
Mstep: Class 7 contains 36624 members 
Mstep: Class 8 contains 56423 members 
Mstep: Class 9 contains 58726 members 
Mstep: Class 10 contains 17689 members 
Mstep: Class 11 contains 31849 members 
Mstep: Class 12 contains 59483 members 
Mstep: Class 13 contains 515 members 
Mstep: Class 14 contains 29638 members 
Mstep: Class 15 contains 13460 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41275 members 
Mstep: Class 18 contains 6512 members 
Mstep: Class 19 contains 5371 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38570 members 
Mstep: Class 22 contains 29665 members 
Mstep: Class 23 contains 35190 members 
Mstep: Class 24 contains 29947 members 
Mstep: Class 25 contains 6982 members 
Mstep: Class 26 contains 43078 members 
Mstep: Class 27 contains 56251 members 
Mstep: Class 28 contains 60606 members 
Mstep: Class 29 contains 5023 members 
Mstep: Class 30 contains 23351 members 
Mstep: Class 31 contains 60025 members 
Mstep: Class 32 contains 30408 members 
Mstep: Class 33 contains 41969 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 49022 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39383 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21756 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 31179 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207941136.000000 Penalty: 151954.750000
Iteration 132Q: 45 clusters Score -2.079411e+08 nChanged 8850
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 23954 members 
Mstep: Class 2 contains 14767 members 
Mstep: Class 3 contains 36386 members 
Mstep: Class 4 contains 45211 members 
Mstep: Class 5 contains 26909 members 
Mstep: Class 6 contains 1501 members 
Mstep: Class 7 contains 35742 members 
Mstep: Class 8 contains 56351 members 
Mstep: Class 9 contains 58602 members 
Mstep: Class 10 contains 17694 members 
Mstep: Class 11 contains 31899 members 
Mstep: Class 12 contains 59368 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29596 members 
Mstep: Class 15 contains 13292 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41248 members 
Mstep: Class 18 contains 6507 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38367 members 
Mstep: Class 22 contains 29671 members 
Mstep: Class 23 contains 35147 members 
Mstep: Class 24 contains 29983 members 
Mstep: Class 25 contains 6982 members 
Mstep: Class 26 contains 44403 members 
Mstep: Class 27 contains 56271 members 
Mstep: Class 28 contains 60607 members 
Mstep: Class 29 contains 5009 members 
Mstep: Class 30 contains 23378 members 
Mstep: Class 31 contains 60002 members 
Mstep: Class 32 contains 30396 members 
Mstep: Class 33 contains 42650 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 48772 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39419 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21804 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 31348 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207940816.000000 Penalty: 151954.750000
Iteration 133Q: 45 clusters Score -2.079408e+08 nChanged 8347
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 14538 members 
Mstep: Class 3 contains 36355 members 
Mstep: Class 4 contains 45139 members 
Mstep: Class 5 contains 26912 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 35024 members 
Mstep: Class 8 contains 56329 members 
Mstep: Class 9 contains 58472 members 
Mstep: Class 10 contains 17687 members 
Mstep: Class 11 contains 31933 members 
Mstep: Class 12 contains 59247 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29570 members 
Mstep: Class 15 contains 13115 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41179 members 
Mstep: Class 18 contains 6490 members 
Mstep: Class 19 contains 5369 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38221 members 
Mstep: Class 22 contains 29750 members 
Mstep: Class 23 contains 35068 members 
Mstep: Class 24 contains 29988 members 
Mstep: Class 25 contains 6980 members 
Mstep: Class 26 contains 45234 members 
Mstep: Class 27 contains 56251 members 
Mstep: Class 28 contains 60586 members 
Mstep: Class 29 contains 5001 members 
Mstep: Class 30 contains 23399 members 
Mstep: Class 31 contains 60014 members 
Mstep: Class 32 contains 30411 members 
Mstep: Class 33 contains 43466 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1766 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 48702 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39461 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21863 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 31482 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207940288.000000 Penalty: 151954.750000
Iteration 134Q: 45 clusters Score -2.079403e+08 nChanged 7578
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 23802 members 
Mstep: Class 2 contains 14279 members 
Mstep: Class 3 contains 36305 members 
Mstep: Class 4 contains 45142 members 
Mstep: Class 5 contains 26924 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 34561 members 
Mstep: Class 8 contains 56317 members 
Mstep: Class 9 contains 58351 members 
Mstep: Class 10 contains 17692 members 
Mstep: Class 11 contains 31964 members 
Mstep: Class 12 contains 59222 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29534 members 
Mstep: Class 15 contains 12941 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41098 members 
Mstep: Class 18 contains 6478 members 
Mstep: Class 19 contains 5367 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38175 members 
Mstep: Class 22 contains 29813 members 
Mstep: Class 23 contains 34980 members 
Mstep: Class 24 contains 29971 members 
Mstep: Class 25 contains 6976 members 
Mstep: Class 26 contains 45670 members 
Mstep: Class 27 contains 56233 members 
Mstep: Class 28 contains 60631 members 
Mstep: Class 29 contains 4990 members 
Mstep: Class 30 contains 23444 members 
Mstep: Class 31 contains 59975 members 
Mstep: Class 32 contains 30437 members 
Mstep: Class 33 contains 44197 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 48646 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39490 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21924 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 31585 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939616.000000 Penalty: 151954.750000
Iteration 135Q: 45 clusters Score -2.079396e+08 nChanged 6971
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 14009 members 
Mstep: Class 3 contains 36272 members 
Mstep: Class 4 contains 45158 members 
Mstep: Class 5 contains 26909 members 
Mstep: Class 6 contains 1500 members 
Mstep: Class 7 contains 34299 members 
Mstep: Class 8 contains 56317 members 
Mstep: Class 9 contains 58255 members 
Mstep: Class 10 contains 17677 members 
Mstep: Class 11 contains 32018 members 
Mstep: Class 12 contains 59254 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29476 members 
Mstep: Class 15 contains 12768 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 41025 members 
Mstep: Class 18 contains 6467 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38143 members 
Mstep: Class 22 contains 29898 members 
Mstep: Class 23 contains 34872 members 
Mstep: Class 24 contains 29967 members 
Mstep: Class 25 contains 6971 members 
Mstep: Class 26 contains 45901 members 
Mstep: Class 27 contains 56198 members 
Mstep: Class 28 contains 60664 members 
Mstep: Class 29 contains 4980 members 
Mstep: Class 30 contains 23469 members 
Mstep: Class 31 contains 59974 members 
Mstep: Class 32 contains 30491 members 
Mstep: Class 33 contains 44769 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 48614 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39524 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 21980 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 31682 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939088.000000 Penalty: 151954.750000
Iteration 136Q: 45 clusters Score -2.079391e+08 nChanged 6416
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 13737 members 
Mstep: Class 3 contains 36234 members 
Mstep: Class 4 contains 45205 members 
Mstep: Class 5 contains 26904 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 34231 members 
Mstep: Class 8 contains 56309 members 
Mstep: Class 9 contains 58128 members 
Mstep: Class 10 contains 17680 members 
Mstep: Class 11 contains 32075 members 
Mstep: Class 12 contains 59244 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29419 members 
Mstep: Class 15 contains 12611 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40970 members 
Mstep: Class 18 contains 6455 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38119 members 
Mstep: Class 22 contains 29969 members 
Mstep: Class 23 contains 34795 members 
Mstep: Class 24 contains 29987 members 
Mstep: Class 25 contains 6968 members 
Mstep: Class 26 contains 45935 members 
Mstep: Class 27 contains 56165 members 
Mstep: Class 28 contains 60746 members 
Mstep: Class 29 contains 4968 members 
Mstep: Class 30 contains 23489 members 
Mstep: Class 31 contains 59949 members 
Mstep: Class 32 contains 30543 members 
Mstep: Class 33 contains 45240 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 48582 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39549 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22021 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 31834 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939024.000000 Penalty: 151954.750000
Iteration 137Q: 45 clusters Score -2.07939e+08 nChanged 5957
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 23614 members 
Mstep: Class 2 contains 13486 members 
Mstep: Class 3 contains 36159 members 
Mstep: Class 4 contains 45221 members 
Mstep: Class 5 contains 26893 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 34223 members 
Mstep: Class 8 contains 56327 members 
Mstep: Class 9 contains 58012 members 
Mstep: Class 10 contains 17688 members 
Mstep: Class 11 contains 32097 members 
Mstep: Class 12 contains 59217 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29396 members 
Mstep: Class 15 contains 12462 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40908 members 
Mstep: Class 18 contains 6452 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38117 members 
Mstep: Class 22 contains 30024 members 
Mstep: Class 23 contains 34738 members 
Mstep: Class 24 contains 30037 members 
Mstep: Class 25 contains 6966 members 
Mstep: Class 26 contains 45999 members 
Mstep: Class 27 contains 56102 members 
Mstep: Class 28 contains 60814 members 
Mstep: Class 29 contains 4943 members 
Mstep: Class 30 contains 23556 members 
Mstep: Class 31 contains 59934 members 
Mstep: Class 32 contains 30554 members 
Mstep: Class 33 contains 45607 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1763 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 48619 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39568 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22050 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 31973 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207938960.000000 Penalty: 151954.750000
Iteration 138Q: 45 clusters Score -2.07939e+08 nChanged 5596
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 23525 members 
Mstep: Class 2 contains 13243 members 
Mstep: Class 3 contains 36119 members 
Mstep: Class 4 contains 45287 members 
Mstep: Class 5 contains 26875 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 34268 members 
Mstep: Class 8 contains 56325 members 
Mstep: Class 9 contains 57900 members 
Mstep: Class 10 contains 17691 members 
Mstep: Class 11 contains 32120 members 
Mstep: Class 12 contains 59222 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29352 members 
Mstep: Class 15 contains 12316 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40897 members 
Mstep: Class 18 contains 6448 members 
Mstep: Class 19 contains 5365 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38104 members 
Mstep: Class 22 contains 30073 members 
Mstep: Class 23 contains 34678 members 
Mstep: Class 24 contains 30060 members 
Mstep: Class 25 contains 6962 members 
Mstep: Class 26 contains 46024 members 
Mstep: Class 27 contains 56093 members 
Mstep: Class 28 contains 60884 members 
Mstep: Class 29 contains 4908 members 
Mstep: Class 30 contains 23636 members 
Mstep: Class 31 contains 59871 members 
Mstep: Class 32 contains 30561 members 
Mstep: Class 33 contains 45882 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48588 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39596 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22083 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 32164 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939184.000000 Penalty: 151954.750000
Iteration 139Q: 45 clusters Score -2.079392e+08 nChanged 5238
Entering Unmasked Mstep 
Mstep: Class 0 contains 114 members 
Mstep: Class 1 contains 23443 members 
Mstep: Class 2 contains 13033 members 
Mstep: Class 3 contains 36084 members 
Mstep: Class 4 contains 45375 members 
Mstep: Class 5 contains 26867 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 34358 members 
Mstep: Class 8 contains 56283 members 
Mstep: Class 9 contains 57823 members 
Mstep: Class 10 contains 17691 members 
Mstep: Class 11 contains 32149 members 
Mstep: Class 12 contains 59210 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29323 members 
Mstep: Class 15 contains 12168 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40877 members 
Mstep: Class 18 contains 6444 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38129 members 
Mstep: Class 22 contains 30109 members 
Mstep: Class 23 contains 34608 members 
Mstep: Class 24 contains 30088 members 
Mstep: Class 25 contains 6964 members 
Mstep: Class 26 contains 46010 members 
Mstep: Class 27 contains 56079 members 
Mstep: Class 28 contains 60940 members 
Mstep: Class 29 contains 4878 members 
Mstep: Class 30 contains 23695 members 
Mstep: Class 31 contains 59825 members 
Mstep: Class 32 contains 30576 members 
Mstep: Class 33 contains 46134 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1760 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48542 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39619 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22112 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 32328 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939488.000000 Penalty: 151954.750000
Iteration 140F: 45 clusters Score -2.079395e+08 nChanged 5763
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 23373 members 
Mstep: Class 2 contains 12826 members 
Mstep: Class 3 contains 36017 members 
Mstep: Class 4 contains 45348 members 
Mstep: Class 5 contains 26847 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 34265 members 
Mstep: Class 8 contains 56247 members 
Mstep: Class 9 contains 57767 members 
Mstep: Class 10 contains 17682 members 
Mstep: Class 11 contains 32190 members 
Mstep: Class 12 contains 59168 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29306 members 
Mstep: Class 15 contains 12045 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40842 members 
Mstep: Class 18 contains 6440 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 38078 members 
Mstep: Class 22 contains 30139 members 
Mstep: Class 23 contains 34521 members 
Mstep: Class 24 contains 30075 members 
Mstep: Class 25 contains 6962 members 
Mstep: Class 26 contains 46873 members 
Mstep: Class 27 contains 56023 members 
Mstep: Class 28 contains 60958 members 
Mstep: Class 29 contains 4849 members 
Mstep: Class 30 contains 23738 members 
Mstep: Class 31 contains 59779 members 
Mstep: Class 32 contains 30583 members 
Mstep: Class 33 contains 46281 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1758 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48299 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 39638 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22135 members 
Mstep: Class 42 contains 98 members 
Mstep: Class 43 contains 32473 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939056.000000 Penalty: 151954.750000
Iteration 141Q: 45 clusters Score -2.079391e+08 nChanged 5875
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 23302 members 
Mstep: Class 2 contains 12631 members 
Mstep: Class 3 contains 35962 members 
Mstep: Class 4 contains 45375 members 
Mstep: Class 5 contains 26828 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 34175 members 
Mstep: Class 8 contains 56204 members 
Mstep: Class 9 contains 57763 members 
Mstep: Class 10 contains 17684 members 
Mstep: Class 11 contains 32226 members 
Mstep: Class 12 contains 59134 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29291 members 
Mstep: Class 15 contains 11927 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40788 members 
Mstep: Class 18 contains 6430 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 38019 members 
Mstep: Class 22 contains 30192 members 
Mstep: Class 23 contains 34453 members 
Mstep: Class 24 contains 30081 members 
Mstep: Class 25 contains 6958 members 
Mstep: Class 26 contains 47288 members 
Mstep: Class 27 contains 55979 members 
Mstep: Class 28 contains 60963 members 
Mstep: Class 29 contains 4828 members 
Mstep: Class 30 contains 23788 members 
Mstep: Class 31 contains 59729 members 
Mstep: Class 32 contains 30580 members 
Mstep: Class 33 contains 46579 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1757 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48217 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39667 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22142 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 32584 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939856.000000 Penalty: 151954.750000
Iteration 142Q: 45 clusters Score -2.079399e+08 nChanged 5598
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 23264 members 
Mstep: Class 2 contains 12454 members 
Mstep: Class 3 contains 35913 members 
Mstep: Class 4 contains 45424 members 
Mstep: Class 5 contains 26831 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 34199 members 
Mstep: Class 8 contains 56156 members 
Mstep: Class 9 contains 57774 members 
Mstep: Class 10 contains 17689 members 
Mstep: Class 11 contains 32260 members 
Mstep: Class 12 contains 59088 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29276 members 
Mstep: Class 15 contains 11811 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40792 members 
Mstep: Class 18 contains 6421 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37971 members 
Mstep: Class 22 contains 30221 members 
Mstep: Class 23 contains 34356 members 
Mstep: Class 24 contains 30094 members 
Mstep: Class 25 contains 6953 members 
Mstep: Class 26 contains 47529 members 
Mstep: Class 27 contains 55961 members 
Mstep: Class 28 contains 60932 members 
Mstep: Class 29 contains 4802 members 
Mstep: Class 30 contains 23837 members 
Mstep: Class 31 contains 59674 members 
Mstep: Class 32 contains 30585 members 
Mstep: Class 33 contains 46784 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1757 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48191 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39663 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22162 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32699 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939280.000000 Penalty: 151954.750000
Iteration 143Q: 45 clusters Score -2.079393e+08 nChanged 5240
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 12310 members 
Mstep: Class 3 contains 35863 members 
Mstep: Class 4 contains 45463 members 
Mstep: Class 5 contains 26844 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 34289 members 
Mstep: Class 8 contains 56124 members 
Mstep: Class 9 contains 57809 members 
Mstep: Class 10 contains 17702 members 
Mstep: Class 11 contains 32295 members 
Mstep: Class 12 contains 59099 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29258 members 
Mstep: Class 15 contains 11699 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40765 members 
Mstep: Class 18 contains 6406 members 
Mstep: Class 19 contains 5355 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37886 members 
Mstep: Class 22 contains 30268 members 
Mstep: Class 23 contains 34284 members 
Mstep: Class 24 contains 30106 members 
Mstep: Class 25 contains 6953 members 
Mstep: Class 26 contains 47577 members 
Mstep: Class 27 contains 55938 members 
Mstep: Class 28 contains 60926 members 
Mstep: Class 29 contains 4784 members 
Mstep: Class 30 contains 23869 members 
Mstep: Class 31 contains 59608 members 
Mstep: Class 32 contains 30583 members 
Mstep: Class 33 contains 46907 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48227 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39675 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22181 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32847 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207938224.000000 Penalty: 151954.750000
Iteration 144Q: 45 clusters Score -2.079382e+08 nChanged 4871
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 23190 members 
Mstep: Class 2 contains 12173 members 
Mstep: Class 3 contains 35827 members 
Mstep: Class 4 contains 45513 members 
Mstep: Class 5 contains 26822 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 34512 members 
Mstep: Class 8 contains 56066 members 
Mstep: Class 9 contains 57833 members 
Mstep: Class 10 contains 17704 members 
Mstep: Class 11 contains 32325 members 
Mstep: Class 12 contains 59107 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29234 members 
Mstep: Class 15 contains 11594 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40764 members 
Mstep: Class 18 contains 6399 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37895 members 
Mstep: Class 22 contains 30309 members 
Mstep: Class 23 contains 34229 members 
Mstep: Class 24 contains 30136 members 
Mstep: Class 25 contains 6949 members 
Mstep: Class 26 contains 47559 members 
Mstep: Class 27 contains 55927 members 
Mstep: Class 28 contains 60904 members 
Mstep: Class 29 contains 4767 members 
Mstep: Class 30 contains 23890 members 
Mstep: Class 31 contains 59545 members 
Mstep: Class 32 contains 30597 members 
Mstep: Class 33 contains 46908 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48215 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39686 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22196 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32993 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937712.000000 Penalty: 151954.750000
Iteration 145Q: 45 clusters Score -2.079377e+08 nChanged 4572
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 12061 members 
Mstep: Class 3 contains 35798 members 
Mstep: Class 4 contains 45577 members 
Mstep: Class 5 contains 26828 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 34717 members 
Mstep: Class 8 contains 56011 members 
Mstep: Class 9 contains 57826 members 
Mstep: Class 10 contains 17709 members 
Mstep: Class 11 contains 32325 members 
Mstep: Class 12 contains 59123 members 
Mstep: Class 13 contains 514 members 
Mstep: Class 14 contains 29201 members 
Mstep: Class 15 contains 11517 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40749 members 
Mstep: Class 18 contains 6392 members 
Mstep: Class 19 contains 5356 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37890 members 
Mstep: Class 22 contains 30388 members 
Mstep: Class 23 contains 34174 members 
Mstep: Class 24 contains 30140 members 
Mstep: Class 25 contains 6944 members 
Mstep: Class 26 contains 47500 members 
Mstep: Class 27 contains 55940 members 
Mstep: Class 28 contains 60844 members 
Mstep: Class 29 contains 4748 members 
Mstep: Class 30 contains 23916 members 
Mstep: Class 31 contains 59479 members 
Mstep: Class 32 contains 30607 members 
Mstep: Class 33 contains 46897 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1757 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48260 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39728 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22226 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33097 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937856.000000 Penalty: 151954.750000
Iteration 146Q: 45 clusters Score -2.079379e+08 nChanged 4482
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 23128 members 
Mstep: Class 2 contains 11957 members 
Mstep: Class 3 contains 35793 members 
Mstep: Class 4 contains 45602 members 
Mstep: Class 5 contains 26835 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 34927 members 
Mstep: Class 8 contains 55926 members 
Mstep: Class 9 contains 57838 members 
Mstep: Class 10 contains 17720 members 
Mstep: Class 11 contains 32307 members 
Mstep: Class 12 contains 59135 members 
Mstep: Class 13 contains 513 members 
Mstep: Class 14 contains 29151 members 
Mstep: Class 15 contains 11438 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40729 members 
Mstep: Class 18 contains 6385 members 
Mstep: Class 19 contains 5359 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37903 members 
Mstep: Class 22 contains 30446 members 
Mstep: Class 23 contains 34116 members 
Mstep: Class 24 contains 30118 members 
Mstep: Class 25 contains 6945 members 
Mstep: Class 26 contains 47464 members 
Mstep: Class 27 contains 55931 members 
Mstep: Class 28 contains 60791 members 
Mstep: Class 29 contains 4731 members 
Mstep: Class 30 contains 23967 members 
Mstep: Class 31 contains 59441 members 
Mstep: Class 32 contains 30629 members 
Mstep: Class 33 contains 46862 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1757 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48355 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39781 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22241 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33173 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937920.000000 Penalty: 151954.750000
Iteration 147Q: 45 clusters Score -2.079379e+08 nChanged 4375
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 23101 members 
Mstep: Class 2 contains 11854 members 
Mstep: Class 3 contains 35753 members 
Mstep: Class 4 contains 45595 members 
Mstep: Class 5 contains 26866 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 35224 members 
Mstep: Class 8 contains 55911 members 
Mstep: Class 9 contains 57897 members 
Mstep: Class 10 contains 17724 members 
Mstep: Class 11 contains 32306 members 
Mstep: Class 12 contains 59142 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 29098 members 
Mstep: Class 15 contains 11343 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40686 members 
Mstep: Class 18 contains 6379 members 
Mstep: Class 19 contains 5363 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37907 members 
Mstep: Class 22 contains 30521 members 
Mstep: Class 23 contains 34064 members 
Mstep: Class 24 contains 30108 members 
Mstep: Class 25 contains 6940 members 
Mstep: Class 26 contains 47367 members 
Mstep: Class 27 contains 55936 members 
Mstep: Class 28 contains 60718 members 
Mstep: Class 29 contains 4717 members 
Mstep: Class 30 contains 24018 members 
Mstep: Class 31 contains 59380 members 
Mstep: Class 32 contains 30649 members 
Mstep: Class 33 contains 46780 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1760 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48455 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39811 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22265 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33244 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207937856.000000 Penalty: 151954.750000
Iteration 148Q: 45 clusters Score -2.079379e+08 nChanged 4323
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 23072 members 
Mstep: Class 2 contains 11767 members 
Mstep: Class 3 contains 35722 members 
Mstep: Class 4 contains 45615 members 
Mstep: Class 5 contains 26882 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 35553 members 
Mstep: Class 8 contains 55856 members 
Mstep: Class 9 contains 57939 members 
Mstep: Class 10 contains 17733 members 
Mstep: Class 11 contains 32304 members 
Mstep: Class 12 contains 59170 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 29044 members 
Mstep: Class 15 contains 11242 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40658 members 
Mstep: Class 18 contains 6365 members 
Mstep: Class 19 contains 5364 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37918 members 
Mstep: Class 22 contains 30609 members 
Mstep: Class 23 contains 34010 members 
Mstep: Class 24 contains 30102 members 
Mstep: Class 25 contains 6938 members 
Mstep: Class 26 contains 47247 members 
Mstep: Class 27 contains 55957 members 
Mstep: Class 28 contains 60625 members 
Mstep: Class 29 contains 4701 members 
Mstep: Class 30 contains 24071 members 
Mstep: Class 31 contains 59356 members 
Mstep: Class 32 contains 30655 members 
Mstep: Class 33 contains 46638 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48560 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39838 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22289 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33321 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207938368.000000 Penalty: 151954.750000
Iteration 149Q: 45 clusters Score -2.079384e+08 nChanged 4381
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 11681 members 
Mstep: Class 3 contains 35710 members 
Mstep: Class 4 contains 45620 members 
Mstep: Class 5 contains 26887 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 35930 members 
Mstep: Class 8 contains 55799 members 
Mstep: Class 9 contains 58012 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 32308 members 
Mstep: Class 12 contains 59148 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 29011 members 
Mstep: Class 15 contains 11154 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40639 members 
Mstep: Class 18 contains 6361 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37904 members 
Mstep: Class 22 contains 30701 members 
Mstep: Class 23 contains 33963 members 
Mstep: Class 24 contains 30081 members 
Mstep: Class 25 contains 6936 members 
Mstep: Class 26 contains 47127 members 
Mstep: Class 27 contains 55954 members 
Mstep: Class 28 contains 60503 members 
Mstep: Class 29 contains 4694 members 
Mstep: Class 30 contains 24120 members 
Mstep: Class 31 contains 59356 members 
Mstep: Class 32 contains 30649 members 
Mstep: Class 33 contains 46442 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1763 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48715 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39855 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22316 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33400 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207938368.000000 Penalty: 151954.750000
Iteration 150Q: 45 clusters Score -2.079384e+08 nChanged 4290
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 23009 members 
Mstep: Class 2 contains 11615 members 
Mstep: Class 3 contains 35676 members 
Mstep: Class 4 contains 45612 members 
Mstep: Class 5 contains 26900 members 
Mstep: Class 6 contains 1499 members 
Mstep: Class 7 contains 36325 members 
Mstep: Class 8 contains 55733 members 
Mstep: Class 9 contains 58040 members 
Mstep: Class 10 contains 17737 members 
Mstep: Class 11 contains 32314 members 
Mstep: Class 12 contains 59142 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28990 members 
Mstep: Class 15 contains 11083 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40606 members 
Mstep: Class 18 contains 6355 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37903 members 
Mstep: Class 22 contains 30815 members 
Mstep: Class 23 contains 33917 members 
Mstep: Class 24 contains 30049 members 
Mstep: Class 25 contains 6935 members 
Mstep: Class 26 contains 47019 members 
Mstep: Class 27 contains 55938 members 
Mstep: Class 28 contains 60422 members 
Mstep: Class 29 contains 4684 members 
Mstep: Class 30 contains 24161 members 
Mstep: Class 31 contains 59353 members 
Mstep: Class 32 contains 30653 members 
Mstep: Class 33 contains 46268 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1766 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48833 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39883 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22345 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33440 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207938128.000000 Penalty: 151954.750000
Iteration 151Q: 45 clusters Score -2.079381e+08 nChanged 4184
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22961 members 
Mstep: Class 2 contains 11538 members 
Mstep: Class 3 contains 35673 members 
Mstep: Class 4 contains 45606 members 
Mstep: Class 5 contains 26896 members 
Mstep: Class 6 contains 1498 members 
Mstep: Class 7 contains 36699 members 
Mstep: Class 8 contains 55679 members 
Mstep: Class 9 contains 58056 members 
Mstep: Class 10 contains 17742 members 
Mstep: Class 11 contains 32314 members 
Mstep: Class 12 contains 59149 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28984 members 
Mstep: Class 15 contains 11017 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40586 members 
Mstep: Class 18 contains 6348 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37926 members 
Mstep: Class 22 contains 30890 members 
Mstep: Class 23 contains 33889 members 
Mstep: Class 24 contains 30040 members 
Mstep: Class 25 contains 6934 members 
Mstep: Class 26 contains 46960 members 
Mstep: Class 27 contains 55930 members 
Mstep: Class 28 contains 60345 members 
Mstep: Class 29 contains 4672 members 
Mstep: Class 30 contains 24211 members 
Mstep: Class 31 contains 59352 members 
Mstep: Class 32 contains 30660 members 
Mstep: Class 33 contains 46058 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1766 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48924 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39893 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22371 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33457 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207938384.000000 Penalty: 151954.750000
Iteration 152Q: 45 clusters Score -2.079384e+08 nChanged 4167
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22904 members 
Mstep: Class 2 contains 11475 members 
Mstep: Class 3 contains 35653 members 
Mstep: Class 4 contains 45604 members 
Mstep: Class 5 contains 26874 members 
Mstep: Class 6 contains 1496 members 
Mstep: Class 7 contains 37068 members 
Mstep: Class 8 contains 55638 members 
Mstep: Class 9 contains 58110 members 
Mstep: Class 10 contains 17764 members 
Mstep: Class 11 contains 32326 members 
Mstep: Class 12 contains 59128 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28975 members 
Mstep: Class 15 contains 10968 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40565 members 
Mstep: Class 18 contains 6339 members 
Mstep: Class 19 contains 5355 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37973 members 
Mstep: Class 22 contains 30957 members 
Mstep: Class 23 contains 33864 members 
Mstep: Class 24 contains 30028 members 
Mstep: Class 25 contains 6938 members 
Mstep: Class 26 contains 46924 members 
Mstep: Class 27 contains 55918 members 
Mstep: Class 28 contains 60254 members 
Mstep: Class 29 contains 4665 members 
Mstep: Class 30 contains 24263 members 
Mstep: Class 31 contains 59345 members 
Mstep: Class 32 contains 30678 members 
Mstep: Class 33 contains 45868 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1766 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 48953 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39905 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22407 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33433 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939056.000000 Penalty: 151954.750000
Iteration 153Q: 45 clusters Score -2.079391e+08 nChanged 4186
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 11375 members 
Mstep: Class 3 contains 35657 members 
Mstep: Class 4 contains 45568 members 
Mstep: Class 5 contains 26857 members 
Mstep: Class 6 contains 1493 members 
Mstep: Class 7 contains 37445 members 
Mstep: Class 8 contains 55581 members 
Mstep: Class 9 contains 58168 members 
Mstep: Class 10 contains 17783 members 
Mstep: Class 11 contains 32325 members 
Mstep: Class 12 contains 59133 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28956 members 
Mstep: Class 15 contains 10922 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40548 members 
Mstep: Class 18 contains 6323 members 
Mstep: Class 19 contains 5357 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38026 members 
Mstep: Class 22 contains 31029 members 
Mstep: Class 23 contains 33855 members 
Mstep: Class 24 contains 29977 members 
Mstep: Class 25 contains 6944 members 
Mstep: Class 26 contains 46871 members 
Mstep: Class 27 contains 55933 members 
Mstep: Class 28 contains 60170 members 
Mstep: Class 29 contains 4662 members 
Mstep: Class 30 contains 24312 members 
Mstep: Class 31 contains 59316 members 
Mstep: Class 32 contains 30691 members 
Mstep: Class 33 contains 45725 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1767 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 49035 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39928 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22422 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33394 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207938864.000000 Penalty: 151954.750000
Iteration 154Q: 45 clusters Score -2.079389e+08 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22774 members 
Mstep: Class 2 contains 11280 members 
Mstep: Class 3 contains 35675 members 
Mstep: Class 4 contains 45533 members 
Mstep: Class 5 contains 26844 members 
Mstep: Class 6 contains 1492 members 
Mstep: Class 7 contains 37796 members 
Mstep: Class 8 contains 55505 members 
Mstep: Class 9 contains 58268 members 
Mstep: Class 10 contains 17805 members 
Mstep: Class 11 contains 32330 members 
Mstep: Class 12 contains 59144 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28940 members 
Mstep: Class 15 contains 10888 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40542 members 
Mstep: Class 18 contains 6318 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38054 members 
Mstep: Class 22 contains 31036 members 
Mstep: Class 23 contains 33820 members 
Mstep: Class 24 contains 29981 members 
Mstep: Class 25 contains 6944 members 
Mstep: Class 26 contains 46827 members 
Mstep: Class 27 contains 55928 members 
Mstep: Class 28 contains 60044 members 
Mstep: Class 29 contains 4651 members 
Mstep: Class 30 contains 24346 members 
Mstep: Class 31 contains 59317 members 
Mstep: Class 32 contains 30689 members 
Mstep: Class 33 contains 45574 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1766 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 49144 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39949 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22444 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33371 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939440.000000 Penalty: 151954.750000
Iteration 155Q: 45 clusters Score -2.079394e+08 nChanged 4004
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22725 members 
Mstep: Class 2 contains 11195 members 
Mstep: Class 3 contains 35703 members 
Mstep: Class 4 contains 45514 members 
Mstep: Class 5 contains 26835 members 
Mstep: Class 6 contains 1491 members 
Mstep: Class 7 contains 38113 members 
Mstep: Class 8 contains 55450 members 
Mstep: Class 9 contains 58405 members 
Mstep: Class 10 contains 17812 members 
Mstep: Class 11 contains 32329 members 
Mstep: Class 12 contains 59131 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28921 members 
Mstep: Class 15 contains 10862 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40517 members 
Mstep: Class 18 contains 6313 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38089 members 
Mstep: Class 22 contains 31058 members 
Mstep: Class 23 contains 33789 members 
Mstep: Class 24 contains 29959 members 
Mstep: Class 25 contains 6942 members 
Mstep: Class 26 contains 46795 members 
Mstep: Class 27 contains 55916 members 
Mstep: Class 28 contains 59893 members 
Mstep: Class 29 contains 4646 members 
Mstep: Class 30 contains 24381 members 
Mstep: Class 31 contains 59312 members 
Mstep: Class 32 contains 30704 members 
Mstep: Class 33 contains 45446 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 49246 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39965 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22466 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33331 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939536.000000 Penalty: 151954.750000
Iteration 156Q: 45 clusters Score -2.079395e+08 nChanged 4081
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22675 members 
Mstep: Class 2 contains 11083 members 
Mstep: Class 3 contains 35711 members 
Mstep: Class 4 contains 45519 members 
Mstep: Class 5 contains 26840 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 38414 members 
Mstep: Class 8 contains 55397 members 
Mstep: Class 9 contains 58564 members 
Mstep: Class 10 contains 17820 members 
Mstep: Class 11 contains 32325 members 
Mstep: Class 12 contains 59094 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28909 members 
Mstep: Class 15 contains 10844 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40513 members 
Mstep: Class 18 contains 6307 members 
Mstep: Class 19 contains 5361 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38105 members 
Mstep: Class 22 contains 31094 members 
Mstep: Class 23 contains 33756 members 
Mstep: Class 24 contains 29932 members 
Mstep: Class 25 contains 6943 members 
Mstep: Class 26 contains 46748 members 
Mstep: Class 27 contains 55917 members 
Mstep: Class 28 contains 59767 members 
Mstep: Class 29 contains 4636 members 
Mstep: Class 30 contains 24401 members 
Mstep: Class 31 contains 59300 members 
Mstep: Class 32 contains 30745 members 
Mstep: Class 33 contains 45344 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 49337 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39959 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22487 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33279 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939712.000000 Penalty: 151954.750000
Iteration 157Q: 45 clusters Score -2.079397e+08 nChanged 4057
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22627 members 
Mstep: Class 2 contains 10993 members 
Mstep: Class 3 contains 35714 members 
Mstep: Class 4 contains 45537 members 
Mstep: Class 5 contains 26855 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 38707 members 
Mstep: Class 8 contains 55345 members 
Mstep: Class 9 contains 58659 members 
Mstep: Class 10 contains 17823 members 
Mstep: Class 11 contains 32307 members 
Mstep: Class 12 contains 59075 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28900 members 
Mstep: Class 15 contains 10824 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40479 members 
Mstep: Class 18 contains 6298 members 
Mstep: Class 19 contains 5362 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38126 members 
Mstep: Class 22 contains 31171 members 
Mstep: Class 23 contains 33706 members 
Mstep: Class 24 contains 29901 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 46802 members 
Mstep: Class 27 contains 55933 members 
Mstep: Class 28 contains 59630 members 
Mstep: Class 29 contains 4628 members 
Mstep: Class 30 contains 24427 members 
Mstep: Class 31 contains 59294 members 
Mstep: Class 32 contains 30756 members 
Mstep: Class 33 contains 45211 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 49402 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39960 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22519 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33215 members 
Mstep: Class 44 contains 907 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207939696.000000 Penalty: 151954.750000
Iteration 158Q: 45 clusters Score -2.079397e+08 nChanged 4010
Entering ConstructFrom: 
Score: -207939696.000000 Penalty: 151954.750000
Entering ConstructFrom: 
Trying to split cluster 1 (22571 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22571 members 
Entering Unmasked Estep 
Score: -4237151.500000 Penalty: 2486.056396
	Iteration 0F: 2 clusters Score -4237152 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11239 members 
Mstep: Class 2 contains 11332 members 
Entering Unmasked Estep 
Score: -4221484.000000 Penalty: 4972.112793
	Iteration 0F: 3 clusters Score -4221484 nChanged 9951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11238 members 
Mstep: Class 2 contains 11333 members 
Entering Unmasked Estep 
Score: -4226797.000000 Penalty: 4972.112793
	Iteration 1F: 3 clusters Score -4226797 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11305 members 
Mstep: Class 2 contains 11266 members 
Entering Unmasked Estep 
Score: -4227224.500000 Penalty: 4972.112793
	Iteration 2Q: 3 clusters Score -4227224 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11396 members 
Mstep: Class 2 contains 11175 members 
Entering Unmasked Estep 
Score: -4227659.500000 Penalty: 4972.112793
	Iteration 3Q: 3 clusters Score -4227660 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 11070 members 
Entering Unmasked Estep 
Score: -4228213.500000 Penalty: 4972.112793
	Iteration 4Q: 3 clusters Score -4228214 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11699 members 
Mstep: Class 2 contains 10872 members 
Entering Unmasked Estep 
Score: -4228758.000000 Penalty: 4972.112793
	Iteration 5Q: 3 clusters Score -4228758 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11962 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -4229312.500000 Penalty: 4972.112793
	Iteration 6Q: 3 clusters Score -4229312 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12258 members 
Mstep: Class 2 contains 10313 members 
Entering Unmasked Estep 
Score: -4229795.000000 Penalty: 4972.112793
	Iteration 7Q: 3 clusters Score -4229795 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 10015 members 
Entering Unmasked Estep 
Score: -4230225.500000 Penalty: 4972.112793
	Iteration 8Q: 3 clusters Score -4230226 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -4230607.000000 Penalty: 4972.112793
	Iteration 9Q: 3 clusters Score -4230607 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13274 members 
Mstep: Class 2 contains 9297 members 
Entering Unmasked Estep 
Score: -4230962.500000 Penalty: 4972.112793
	Iteration 10Q: 3 clusters Score -4230962 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13704 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4231305.500000 Penalty: 4972.112793
	Iteration 11Q: 3 clusters Score -4231306 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14082 members 
Mstep: Class 2 contains 8489 members 
Entering Unmasked Estep 
Score: -4231545.500000 Penalty: 4972.112793
	Iteration 12Q: 3 clusters Score -4231546 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14467 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -4231793.000000 Penalty: 4972.112793
	Iteration 13Q: 3 clusters Score -4231793 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14875 members 
Mstep: Class 2 contains 7696 members 
Entering Unmasked Estep 
Score: -4232023.500000 Penalty: 4972.112793
	Iteration 14Q: 3 clusters Score -4232024 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 7269 members 
Entering Unmasked Estep 
Score: -4232291.500000 Penalty: 4972.112793
	Iteration 15Q: 3 clusters Score -4232292 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 6813 members 
Entering Unmasked Estep 
Score: -4232615.500000 Penalty: 4972.112793
	Iteration 16Q: 3 clusters Score -4232616 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16214 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -4232863.000000 Penalty: 4972.112793
	Iteration 17Q: 3 clusters Score -4232863 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 5928 members 
Entering Unmasked Estep 
Score: -4233089.500000 Penalty: 4972.112793
	Iteration 18Q: 3 clusters Score -4233090 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17049 members 
Mstep: Class 2 contains 5522 members 
Entering Unmasked Estep 
Score: -4233301.000000 Penalty: 4972.112793
	Iteration 19Q: 3 clusters Score -4233301 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 5143 members 
Entering Unmasked Estep 
Score: -4233513.500000 Penalty: 4972.112793
	Iteration 20F: 3 clusters Score -4233514 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17837 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -4233739.500000 Penalty: 4972.112793
	Iteration 21Q: 3 clusters Score -4233740 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18227 members 
Mstep: Class 2 contains 4344 members 
Entering Unmasked Estep 
Score: -4233960.000000 Penalty: 4972.112793
	Iteration 22Q: 3 clusters Score -4233960 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -4234208.500000 Penalty: 4972.112793
	Iteration 23Q: 3 clusters Score -4234208 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -4234456.500000 Penalty: 4972.112793
	Iteration 24Q: 3 clusters Score -4234456 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19288 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -4234613.000000 Penalty: 4972.112793
	Iteration 25Q: 3 clusters Score -4234613 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19521 members 
Mstep: Class 2 contains 3050 members 
Entering Unmasked Estep 
Score: -4234724.000000 Penalty: 4972.112793
	Iteration 26Q: 3 clusters Score -4234724 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19720 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -4234825.000000 Penalty: 4972.112793
	Iteration 27Q: 3 clusters Score -4234825 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -4234921.500000 Penalty: 4972.112793
	Iteration 28Q: 3 clusters Score -4234922 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20049 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -4234990.000000 Penalty: 4972.112793
	Iteration 29Q: 3 clusters Score -4234990 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20193 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -4235047.500000 Penalty: 4972.112793
	Iteration 30Q: 3 clusters Score -4235048 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20326 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -4235109.500000 Penalty: 4972.112793
	Iteration 31Q: 3 clusters Score -4235110 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20424 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -4235158.500000 Penalty: 4972.112793
	Iteration 32Q: 3 clusters Score -4235158 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20508 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -4235201.500000 Penalty: 4972.112793
	Iteration 33Q: 3 clusters Score -4235202 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20577 members 
Mstep: Class 2 contains 1994 members 
Entering Unmasked Estep 
Score: -4235226.000000 Penalty: 4972.112793
	Iteration 34Q: 3 clusters Score -4235226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20635 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -4235238.000000 Penalty: 4972.112793
	Iteration 35Q: 3 clusters Score -4235238 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20682 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -4235253.500000 Penalty: 4972.112793
	Iteration 36Q: 3 clusters Score -4235254 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20734 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -4235277.500000 Penalty: 4972.112793
	Iteration 37Q: 3 clusters Score -4235278 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -4235280.500000 Penalty: 4972.112793
	Iteration 38Q: 3 clusters Score -4235280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20796 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4235287.500000 Penalty: 4972.112793
	Iteration 39Q: 3 clusters Score -4235288 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -4235294.000000 Penalty: 4972.112793
	Iteration 40F: 3 clusters Score -4235294 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20839 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -4235302.500000 Penalty: 4972.112793
	Iteration 41Q: 3 clusters Score -4235302 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20856 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -4235308.500000 Penalty: 4972.112793
	Iteration 42Q: 3 clusters Score -4235308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20871 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -4235319.500000 Penalty: 4972.112793
	Iteration 43Q: 3 clusters Score -4235320 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20888 members 
Mstep: Class 2 contains 1683 members 
Entering Unmasked Estep 
Score: -4235327.000000 Penalty: 4972.112793
	Iteration 44Q: 3 clusters Score -4235327 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20898 members 
Mstep: Class 2 contains 1673 members 
Entering Unmasked Estep 
Score: -4235334.000000 Penalty: 4972.112793
	Iteration 45Q: 3 clusters Score -4235334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -4235335.500000 Penalty: 4972.112793
	Iteration 46Q: 3 clusters Score -4235336 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20914 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -4235338.000000 Penalty: 4972.112793
	Iteration 47Q: 3 clusters Score -4235338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20920 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -4235335.000000 Penalty: 4972.112793
	Iteration 48Q: 3 clusters Score -4235335 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20930 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -4235334.500000 Penalty: 4972.112793
	Iteration 49Q: 3 clusters Score -4235334 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20935 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -4235338.000000 Penalty: 4972.112793
	Iteration 50Q: 3 clusters Score -4235338 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -4235332.500000 Penalty: 4972.112793
	Iteration 51Q: 3 clusters Score -4235332 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20946 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -4235340.000000 Penalty: 4972.112793
	Iteration 52Q: 3 clusters Score -4235340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20952 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -4235344.000000 Penalty: 4972.112793
	Iteration 53Q: 3 clusters Score -4235344 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -4235343.000000 Penalty: 4972.112793
	Iteration 54Q: 3 clusters Score -4235343 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20957 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -4235342.500000 Penalty: 4972.112793
	Iteration 55Q: 3 clusters Score -4235342 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20959 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -4235342.500000 Penalty: 4972.112793
	Iteration 56Q: 3 clusters Score -4235342 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4235342.500000 Penalty: 4972.112793
	Iteration 57Q: 3 clusters Score -4235342 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20963 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -4235342.500000 Penalty: 4972.112793
	Iteration 58F: 3 clusters Score -4235342 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (10893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10893 members 
Entering Unmasked Estep 
Score: -2065923.875000 Penalty: 2305.377197
	Iteration 0F: 2 clusters Score -2065924 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -2057737.125000 Penalty: 4610.754395
	Iteration 0F: 3 clusters Score -2057737 nChanged 4498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5553 members 
Entering Unmasked Estep 
Score: -2060040.375000 Penalty: 4610.754395
	Iteration 1F: 3 clusters Score -2060040 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5276 members 
Mstep: Class 2 contains 5617 members 
Entering Unmasked Estep 
Score: -2060309.500000 Penalty: 4610.754395
	Iteration 2F: 3 clusters Score -2060310 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5191 members 
Mstep: Class 2 contains 5702 members 
Entering Unmasked Estep 
Score: -2060478.000000 Penalty: 4610.754395
	Iteration 3Q: 3 clusters Score -2060478 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5088 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -2060609.500000 Penalty: 4610.754395
	Iteration 4Q: 3 clusters Score -2060610 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4922 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -2060759.875000 Penalty: 4610.754395
	Iteration 5Q: 3 clusters Score -2060760 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4749 members 
Mstep: Class 2 contains 6144 members 
Entering Unmasked Estep 
Score: -2060884.750000 Penalty: 4610.754395
	Iteration 6Q: 3 clusters Score -2060885 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 6339 members 
Entering Unmasked Estep 
Score: -2061014.500000 Penalty: 4610.754395
	Iteration 7Q: 3 clusters Score -2061014 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6574 members 
Entering Unmasked Estep 
Score: -2061137.875000 Penalty: 4610.754395
	Iteration 8Q: 3 clusters Score -2061138 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4058 members 
Mstep: Class 2 contains 6835 members 
Entering Unmasked Estep 
Score: -2061262.375000 Penalty: 4610.754395
	Iteration 9Q: 3 clusters Score -2061262 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 7124 members 
Entering Unmasked Estep 
Score: -2061421.750000 Penalty: 4610.754395
	Iteration 10Q: 3 clusters Score -2061422 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 7467 members 
Entering Unmasked Estep 
Score: -2061601.875000 Penalty: 4610.754395
	Iteration 11Q: 3 clusters Score -2061602 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 7811 members 
Entering Unmasked Estep 
Score: -2061811.500000 Penalty: 4610.754395
	Iteration 12Q: 3 clusters Score -2061812 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 8187 members 
Entering Unmasked Estep 
Score: -2062037.625000 Penalty: 4610.754395
	Iteration 13Q: 3 clusters Score -2062038 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2321 members 
Mstep: Class 2 contains 8572 members 
Entering Unmasked Estep 
Score: -2062290.000000 Penalty: 4610.754395
	Iteration 14Q: 3 clusters Score -2062290 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 8965 members 
Entering Unmasked Estep 
Score: -2062562.125000 Penalty: 4610.754395
	Iteration 15Q: 3 clusters Score -2062562 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 9344 members 
Entering Unmasked Estep 
Score: -2062831.875000 Penalty: 4610.754395
	Iteration 16Q: 3 clusters Score -2062832 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1232 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -2063069.625000 Penalty: 4610.754395
	Iteration 17Q: 3 clusters Score -2063070 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 958 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -2063289.750000 Penalty: 4610.754395
	Iteration 18Q: 3 clusters Score -2063290 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 10138 members 
Entering Unmasked Estep 
Score: -2063445.875000 Penalty: 4610.754395
	Iteration 19Q: 3 clusters Score -2063446 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 10269 members 
Entering Unmasked Estep 
Score: -2063567.500000 Penalty: 4610.754395
	Iteration 20F: 3 clusters Score -2063568 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 10358 members 
Entering Unmasked Estep 
Score: -2063649.250000 Penalty: 4610.754395
	Iteration 21Q: 3 clusters Score -2063649 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -2063711.000000 Penalty: 4610.754395
	Iteration 22Q: 3 clusters Score -2063711 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 10464 members 
Entering Unmasked Estep 
Score: -2063756.125000 Penalty: 4610.754395
	Iteration 23Q: 3 clusters Score -2063756 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 10492 members 
Entering Unmasked Estep 
Score: -2063791.500000 Penalty: 4610.754395
	Iteration 24Q: 3 clusters Score -2063792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2063815.000000 Penalty: 4610.754395
	Iteration 25Q: 3 clusters Score -2063815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 10520 members 
Entering Unmasked Estep 
Score: -2063831.250000 Penalty: 4610.754395
	Iteration 26Q: 3 clusters Score -2063831 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -2063848.250000 Penalty: 4610.754395
	Iteration 27Q: 3 clusters Score -2063848 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 10541 members 
Entering Unmasked Estep 
Score: -2063859.375000 Penalty: 4610.754395
	Iteration 28Q: 3 clusters Score -2063859 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2063865.750000 Penalty: 4610.754395
	Iteration 29Q: 3 clusters Score -2063866 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -2063869.000000 Penalty: 4610.754395
	Iteration 30Q: 3 clusters Score -2063869 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -2063877.375000 Penalty: 4610.754395
	Iteration 31Q: 3 clusters Score -2063877 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 10554 members 
Entering Unmasked Estep 
Score: -2063883.375000 Penalty: 4610.754395
	Iteration 32Q: 3 clusters Score -2063883 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2063887.875000 Penalty: 4610.754395
	Iteration 33Q: 3 clusters Score -2063888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 10558 members 
Entering Unmasked Estep 
Score: -2063887.875000 Penalty: 4610.754395
	Iteration 34F: 3 clusters Score -2063888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35696 members 
Entering Unmasked Estep 
Score: -6787612.000000 Penalty: 2599.732910
	Iteration 0F: 2 clusters Score -6787612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17835 members 
Mstep: Class 2 contains 17861 members 
Entering Unmasked Estep 
Score: -6764699.000000 Penalty: 5199.465820
	Iteration 0F: 3 clusters Score -6764699 nChanged 16318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17577 members 
Mstep: Class 2 contains 18119 members 
Entering Unmasked Estep 
Score: -6773542.000000 Penalty: 5199.465820
	Iteration 1F: 3 clusters Score -6773542 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 18202 members 
Entering Unmasked Estep 
Score: -6774039.000000 Penalty: 5199.465820
	Iteration 2Q: 3 clusters Score -6774039 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -6774518.500000 Penalty: 5199.465820
	Iteration 3Q: 3 clusters Score -6774518 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 18538 members 
Entering Unmasked Estep 
Score: -6774984.000000 Penalty: 5199.465820
	Iteration 4Q: 3 clusters Score -6774984 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16908 members 
Mstep: Class 2 contains 18788 members 
Entering Unmasked Estep 
Score: -6775420.000000 Penalty: 5199.465820
	Iteration 5Q: 3 clusters Score -6775420 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 19138 members 
Entering Unmasked Estep 
Score: -6775939.500000 Penalty: 5199.465820
	Iteration 6Q: 3 clusters Score -6775940 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 19584 members 
Entering Unmasked Estep 
Score: -6776495.000000 Penalty: 5199.465820
	Iteration 7Q: 3 clusters Score -6776495 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15571 members 
Mstep: Class 2 contains 20125 members 
Entering Unmasked Estep 
Score: -6777149.000000 Penalty: 5199.465820
	Iteration 8Q: 3 clusters Score -6777149 nChanged 1491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14946 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -6777956.000000 Penalty: 5199.465820
	Iteration 9Q: 3 clusters Score -6777956 nChanged 1569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 21417 members 
Entering Unmasked Estep 
Score: -6778882.500000 Penalty: 5199.465820
	Iteration 10Q: 3 clusters Score -6778882 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13624 members 
Mstep: Class 2 contains 22072 members 
Entering Unmasked Estep 
Score: -6779840.000000 Penalty: 5199.465820
	Iteration 11Q: 3 clusters Score -6779840 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13075 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -6780688.000000 Penalty: 5199.465820
	Iteration 12Q: 3 clusters Score -6780688 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12577 members 
Mstep: Class 2 contains 23119 members 
Entering Unmasked Estep 
Score: -6781289.000000 Penalty: 5199.465820
	Iteration 13Q: 3 clusters Score -6781289 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12204 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -6781597.500000 Penalty: 5199.465820
	Iteration 14Q: 3 clusters Score -6781598 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11809 members 
Mstep: Class 2 contains 23887 members 
Entering Unmasked Estep 
Score: -6781817.000000 Penalty: 5199.465820
	Iteration 15Q: 3 clusters Score -6781817 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 24283 members 
Entering Unmasked Estep 
Score: -6781967.500000 Penalty: 5199.465820
	Iteration 16Q: 3 clusters Score -6781968 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10977 members 
Mstep: Class 2 contains 24719 members 
Entering Unmasked Estep 
Score: -6782082.500000 Penalty: 5199.465820
	Iteration 17Q: 3 clusters Score -6782082 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10536 members 
Mstep: Class 2 contains 25160 members 
Entering Unmasked Estep 
Score: -6782240.500000 Penalty: 5199.465820
	Iteration 18Q: 3 clusters Score -6782240 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 25572 members 
Entering Unmasked Estep 
Score: -6782376.500000 Penalty: 5199.465820
	Iteration 19Q: 3 clusters Score -6782376 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9738 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -6782466.500000 Penalty: 5199.465820
	Iteration 20F: 3 clusters Score -6782466 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9335 members 
Mstep: Class 2 contains 26361 members 
Entering Unmasked Estep 
Score: -6782611.500000 Penalty: 5199.465820
	Iteration 21Q: 3 clusters Score -6782612 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8942 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -6782715.000000 Penalty: 5199.465820
	Iteration 22Q: 3 clusters Score -6782715 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -6782820.000000 Penalty: 5199.465820
	Iteration 23Q: 3 clusters Score -6782820 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8184 members 
Mstep: Class 2 contains 27512 members 
Entering Unmasked Estep 
Score: -6782944.000000 Penalty: 5199.465820
	Iteration 24Q: 3 clusters Score -6782944 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 27919 members 
Entering Unmasked Estep 
Score: -6783098.000000 Penalty: 5199.465820
	Iteration 25Q: 3 clusters Score -6783098 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7407 members 
Mstep: Class 2 contains 28289 members 
Entering Unmasked Estep 
Score: -6783167.500000 Penalty: 5199.465820
	Iteration 26Q: 3 clusters Score -6783168 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7069 members 
Mstep: Class 2 contains 28627 members 
Entering Unmasked Estep 
Score: -6783274.500000 Penalty: 5199.465820
	Iteration 27Q: 3 clusters Score -6783274 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6755 members 
Mstep: Class 2 contains 28941 members 
Entering Unmasked Estep 
Score: -6783363.000000 Penalty: 5199.465820
	Iteration 28Q: 3 clusters Score -6783363 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6453 members 
Mstep: Class 2 contains 29243 members 
Entering Unmasked Estep 
Score: -6783472.500000 Penalty: 5199.465820
	Iteration 29Q: 3 clusters Score -6783472 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6155 members 
Mstep: Class 2 contains 29541 members 
Entering Unmasked Estep 
Score: -6783573.000000 Penalty: 5199.465820
	Iteration 30Q: 3 clusters Score -6783573 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5834 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -6783678.500000 Penalty: 5199.465820
	Iteration 31Q: 3 clusters Score -6783678 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5570 members 
Mstep: Class 2 contains 30126 members 
Entering Unmasked Estep 
Score: -6783757.000000 Penalty: 5199.465820
	Iteration 32Q: 3 clusters Score -6783757 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5309 members 
Mstep: Class 2 contains 30387 members 
Entering Unmasked Estep 
Score: -6783861.500000 Penalty: 5199.465820
	Iteration 33Q: 3 clusters Score -6783862 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 30650 members 
Entering Unmasked Estep 
Score: -6783915.500000 Penalty: 5199.465820
	Iteration 34Q: 3 clusters Score -6783916 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 30896 members 
Entering Unmasked Estep 
Score: -6783986.500000 Penalty: 5199.465820
	Iteration 35Q: 3 clusters Score -6783986 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4572 members 
Mstep: Class 2 contains 31124 members 
Entering Unmasked Estep 
Score: -6784059.000000 Penalty: 5199.465820
	Iteration 36Q: 3 clusters Score -6784059 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4372 members 
Mstep: Class 2 contains 31324 members 
Entering Unmasked Estep 
Score: -6784131.500000 Penalty: 5199.465820
	Iteration 37Q: 3 clusters Score -6784132 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 31517 members 
Entering Unmasked Estep 
Score: -6784167.000000 Penalty: 5199.465820
	Iteration 38Q: 3 clusters Score -6784167 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 31731 members 
Entering Unmasked Estep 
Score: -6784249.500000 Penalty: 5199.465820
	Iteration 39Q: 3 clusters Score -6784250 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3798 members 
Mstep: Class 2 contains 31898 members 
Entering Unmasked Estep 
Score: -6784299.500000 Penalty: 5199.465820
	Iteration 40F: 3 clusters Score -6784300 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -6784348.500000 Penalty: 5199.465820
	Iteration 41Q: 3 clusters Score -6784348 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 32214 members 
Entering Unmasked Estep 
Score: -6784395.000000 Penalty: 5199.465820
	Iteration 42Q: 3 clusters Score -6784395 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 32349 members 
Entering Unmasked Estep 
Score: -6784444.500000 Penalty: 5199.465820
	Iteration 43Q: 3 clusters Score -6784444 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3235 members 
Mstep: Class 2 contains 32461 members 
Entering Unmasked Estep 
Score: -6784480.500000 Penalty: 5199.465820
	Iteration 44Q: 3 clusters Score -6784480 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3127 members 
Mstep: Class 2 contains 32569 members 
Entering Unmasked Estep 
Score: -6784501.000000 Penalty: 5199.465820
	Iteration 45Q: 3 clusters Score -6784501 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3015 members 
Mstep: Class 2 contains 32681 members 
Entering Unmasked Estep 
Score: -6784502.500000 Penalty: 5199.465820
	Iteration 46Q: 3 clusters Score -6784502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 32778 members 
Entering Unmasked Estep 
Score: -6784534.500000 Penalty: 5199.465820
	Iteration 47Q: 3 clusters Score -6784534 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 32867 members 
Entering Unmasked Estep 
Score: -6784566.500000 Penalty: 5199.465820
	Iteration 48Q: 3 clusters Score -6784566 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 32944 members 
Entering Unmasked Estep 
Score: -6784608.500000 Penalty: 5199.465820
	Iteration 49Q: 3 clusters Score -6784608 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 33038 members 
Entering Unmasked Estep 
Score: -6784630.000000 Penalty: 5199.465820
	Iteration 50Q: 3 clusters Score -6784630 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 33118 members 
Entering Unmasked Estep 
Score: -6784654.500000 Penalty: 5199.465820
	Iteration 51Q: 3 clusters Score -6784654 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2500 members 
Mstep: Class 2 contains 33196 members 
Entering Unmasked Estep 
Score: -6784686.500000 Penalty: 5199.465820
	Iteration 52Q: 3 clusters Score -6784686 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 33275 members 
Entering Unmasked Estep 
Score: -6784719.000000 Penalty: 5199.465820
	Iteration 53Q: 3 clusters Score -6784719 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 33343 members 
Entering Unmasked Estep 
Score: -6784757.000000 Penalty: 5199.465820
	Iteration 54Q: 3 clusters Score -6784757 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 33392 members 
Entering Unmasked Estep 
Score: -6784759.500000 Penalty: 5199.465820
	Iteration 55Q: 3 clusters Score -6784760 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 33438 members 
Entering Unmasked Estep 
Score: -6784772.000000 Penalty: 5199.465820
	Iteration 56Q: 3 clusters Score -6784772 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2209 members 
Mstep: Class 2 contains 33487 members 
Entering Unmasked Estep 
Score: -6784783.000000 Penalty: 5199.465820
	Iteration 57Q: 3 clusters Score -6784783 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 33536 members 
Entering Unmasked Estep 
Score: -6784803.500000 Penalty: 5199.465820
	Iteration 58Q: 3 clusters Score -6784804 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2115 members 
Mstep: Class 2 contains 33581 members 
Entering Unmasked Estep 
Score: -6784827.500000 Penalty: 5199.465820
	Iteration 59Q: 3 clusters Score -6784828 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2075 members 
Mstep: Class 2 contains 33621 members 
Entering Unmasked Estep 
Score: -6784855.500000 Penalty: 5199.465820
	Iteration 60F: 3 clusters Score -6784856 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -6784855.500000 Penalty: 5199.465820
	Iteration 61Q: 3 clusters Score -6784856 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 33709 members 
Entering Unmasked Estep 
Score: -6784861.500000 Penalty: 5199.465820
	Iteration 62Q: 3 clusters Score -6784862 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 33747 members 
Entering Unmasked Estep 
Score: -6784874.500000 Penalty: 5199.465820
	Iteration 63Q: 3 clusters Score -6784874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 33773 members 
Entering Unmasked Estep 
Score: -6784883.000000 Penalty: 5199.465820
	Iteration 64Q: 3 clusters Score -6784883 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 33804 members 
Entering Unmasked Estep 
Score: -6784891.000000 Penalty: 5199.465820
	Iteration 65Q: 3 clusters Score -6784891 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -6784911.500000 Penalty: 5199.465820
	Iteration 66Q: 3 clusters Score -6784912 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 33861 members 
Entering Unmasked Estep 
Score: -6784920.500000 Penalty: 5199.465820
	Iteration 67Q: 3 clusters Score -6784920 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 33885 members 
Entering Unmasked Estep 
Score: -6784930.500000 Penalty: 5199.465820
	Iteration 68Q: 3 clusters Score -6784930 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -6784946.500000 Penalty: 5199.465820
	Iteration 69Q: 3 clusters Score -6784946 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 33955 members 
Entering Unmasked Estep 
Score: -6784986.500000 Penalty: 5199.465820
	Iteration 70Q: 3 clusters Score -6784986 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 33988 members 
Entering Unmasked Estep 
Score: -6784986.500000 Penalty: 5199.465820
	Iteration 71Q: 3 clusters Score -6784986 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 34020 members 
Entering Unmasked Estep 
Score: -6785010.000000 Penalty: 5199.465820
	Iteration 72Q: 3 clusters Score -6785010 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1635 members 
Mstep: Class 2 contains 34061 members 
Entering Unmasked Estep 
Score: -6785026.500000 Penalty: 5199.465820
	Iteration 73Q: 3 clusters Score -6785026 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 34111 members 
Entering Unmasked Estep 
Score: -6785046.000000 Penalty: 5199.465820
	Iteration 74Q: 3 clusters Score -6785046 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 34158 members 
Entering Unmasked Estep 
Score: -6785059.500000 Penalty: 5199.465820
	Iteration 75Q: 3 clusters Score -6785060 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 34197 members 
Entering Unmasked Estep 
Score: -6785094.000000 Penalty: 5199.465820
	Iteration 76Q: 3 clusters Score -6785094 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1459 members 
Mstep: Class 2 contains 34237 members 
Entering Unmasked Estep 
Score: -6785128.000000 Penalty: 5199.465820
	Iteration 77Q: 3 clusters Score -6785128 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 34265 members 
Entering Unmasked Estep 
Score: -6785131.500000 Penalty: 5199.465820
	Iteration 78Q: 3 clusters Score -6785132 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1415 members 
Mstep: Class 2 contains 34281 members 
Entering Unmasked Estep 
Score: -6785148.000000 Penalty: 5199.465820
	Iteration 79Q: 3 clusters Score -6785148 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 34305 members 
Entering Unmasked Estep 
Score: -6785165.500000 Penalty: 5199.465820
	Iteration 80F: 3 clusters Score -6785166 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1371 members 
Mstep: Class 2 contains 34325 members 
Entering Unmasked Estep 
Score: -6785177.500000 Penalty: 5199.465820
	Iteration 81Q: 3 clusters Score -6785178 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 34335 members 
Entering Unmasked Estep 
Score: -6785175.500000 Penalty: 5199.465820
	Iteration 82Q: 3 clusters Score -6785176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 34340 members 
Entering Unmasked Estep 
Score: -6785176.000000 Penalty: 5199.465820
	Iteration 83Q: 3 clusters Score -6785176 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 34344 members 
Entering Unmasked Estep 
Score: -6785175.500000 Penalty: 5199.465820
	Iteration 84Q: 3 clusters Score -6785176 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 34354 members 
Entering Unmasked Estep 
Score: -6785182.000000 Penalty: 5199.465820
	Iteration 85Q: 3 clusters Score -6785182 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 34360 members 
Entering Unmasked Estep 
Score: -6785184.500000 Penalty: 5199.465820
	Iteration 86Q: 3 clusters Score -6785184 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 34367 members 
Entering Unmasked Estep 
Score: -6785184.500000 Penalty: 5199.465820
	Iteration 87Q: 3 clusters Score -6785184 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 34374 members 
Entering Unmasked Estep 
Score: -6785187.500000 Penalty: 5199.465820
	Iteration 88Q: 3 clusters Score -6785188 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 34376 members 
Entering Unmasked Estep 
Score: -6785192.500000 Penalty: 5199.465820
	Iteration 89Q: 3 clusters Score -6785192 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 34377 members 
Entering Unmasked Estep 
Score: -6785194.500000 Penalty: 5199.465820
	Iteration 90Q: 3 clusters Score -6785194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 34378 members 
Entering Unmasked Estep 
Score: -6785189.500000 Penalty: 5199.465820
	Iteration 91Q: 3 clusters Score -6785190 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 34379 members 
Entering Unmasked Estep 
Score: -6785190.000000 Penalty: 5199.465820
	Iteration 92Q: 3 clusters Score -6785190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 34382 members 
Entering Unmasked Estep 
Score: -6785201.500000 Penalty: 5199.465820
	Iteration 93Q: 3 clusters Score -6785202 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -6785203.500000 Penalty: 5199.465820
	Iteration 94Q: 3 clusters Score -6785204 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 34383 members 
Entering Unmasked Estep 
Score: -6785203.500000 Penalty: 5199.465820
	Iteration 95F: 3 clusters Score -6785204 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45559 members 
Entering Unmasked Estep 
Score: -8765132.000000 Penalty: 2660.237305
	Iteration 0F: 2 clusters Score -8765132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -8738917.000000 Penalty: 5320.474609
	Iteration 0F: 3 clusters Score -8738917 nChanged 20907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 22287 members 
Entering Unmasked Estep 
Score: -8750277.000000 Penalty: 5320.474609
	Iteration 1F: 3 clusters Score -8750277 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23596 members 
Mstep: Class 2 contains 21963 members 
Entering Unmasked Estep 
Score: -8750674.000000 Penalty: 5320.474609
	Iteration 2Q: 3 clusters Score -8750674 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24026 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -8751137.000000 Penalty: 5320.474609
	Iteration 3Q: 3 clusters Score -8751137 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24602 members 
Mstep: Class 2 contains 20957 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -8751569 nChanged 1805
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 20148 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -8752141 nChanged 1929
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26388 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -8752648 nChanged 2086
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Mstep: Class 1 contains 27644 members 
Mstep: Class 2 contains 17915 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -8753348 nChanged 2232
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Mstep: Class 1 contains 29068 members 
Mstep: Class 2 contains 16491 members 
Entering Unmasked Estep 
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	Iteration 8Q: 3 clusters Score -8754339 nChanged 2359
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Mstep: Class 1 contains 30755 members 
Mstep: Class 2 contains 14804 members 
Entering Unmasked Estep 
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	Iteration 9F: 3 clusters Score -8755587 nChanged 2482
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Mstep: Class 1 contains 32745 members 
Mstep: Class 2 contains 12814 members 
Entering Unmasked Estep 
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	Iteration 10F: 3 clusters Score -8757295 nChanged 2465
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Mstep: Class 1 contains 34790 members 
Mstep: Class 2 contains 10769 members 
Entering Unmasked Estep 
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	Iteration 11F: 3 clusters Score -8759401 nChanged 2179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 36371 members 
Mstep: Class 2 contains 9188 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -8761500 nChanged 1781
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Mstep: Class 1 contains 37306 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -8762897 nChanged 1253
Entering Unmasked Mstep 
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Mstep: Class 1 contains 37869 members 
Mstep: Class 2 contains 7690 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -8763591 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38264 members 
Mstep: Class 2 contains 7295 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -8763933 nChanged 615
Entering Unmasked Mstep 
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Mstep: Class 1 contains 38637 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -8764119.000000 Penalty: 5320.474609
	Iteration 16Q: 3 clusters Score -8764119 nChanged 524
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39013 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -8764205 nChanged 427
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Mstep: Class 1 contains 39296 members 
Mstep: Class 2 contains 6263 members 
Entering Unmasked Estep 
Score: -8764334.000000 Penalty: 5320.474609
	Iteration 18Q: 3 clusters Score -8764334 nChanged 356
Entering Unmasked Mstep 
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Mstep: Class 1 contains 39536 members 
Mstep: Class 2 contains 6023 members 
Entering Unmasked Estep 
Score: -8764408.000000 Penalty: 5320.474609
	Iteration 19Q: 3 clusters Score -8764408 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 5782 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -8764475 nChanged 321
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40002 members 
Mstep: Class 2 contains 5557 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8764534 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40197 members 
Mstep: Class 2 contains 5362 members 
Entering Unmasked Estep 
Score: -8764556.000000 Penalty: 5320.474609
	Iteration 22Q: 3 clusters Score -8764556 nChanged 252
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40413 members 
Mstep: Class 2 contains 5146 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -8764587 nChanged 238
Entering Unmasked Mstep 
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Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 4944 members 
Entering Unmasked Estep 
Score: -8764542.000000 Penalty: 5320.474609
	Iteration 24Q: 3 clusters Score -8764542 nChanged 236
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Mstep: Class 1 contains 40823 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -8764557 nChanged 219
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41010 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -8764543 nChanged 216
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Mstep: Class 1 contains 41186 members 
Mstep: Class 2 contains 4373 members 
Entering Unmasked Estep 
Score: -8764521.000000 Penalty: 5320.474609
	Iteration 27Q: 3 clusters Score -8764521 nChanged 185
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41347 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8764495 nChanged 191
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Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -8764470.000000 Penalty: 5320.474609
	Iteration 29Q: 3 clusters Score -8764470 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41691 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -8764451.000000 Penalty: 5320.474609
	Iteration 30Q: 3 clusters Score -8764451 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41857 members 
Mstep: Class 2 contains 3702 members 
Entering Unmasked Estep 
Score: -8764412.000000 Penalty: 5320.474609
	Iteration 31Q: 3 clusters Score -8764412 nChanged 151
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41996 members 
Mstep: Class 2 contains 3563 members 
Entering Unmasked Estep 
Score: -8764360.000000 Penalty: 5320.474609
	Iteration 32Q: 3 clusters Score -8764360 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42160 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -8764299.000000 Penalty: 5320.474609
	Iteration 33Q: 3 clusters Score -8764299 nChanged 155
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42303 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -8764244.000000 Penalty: 5320.474609
	Iteration 34Q: 3 clusters Score -8764244 nChanged 130
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42429 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -8764245.000000 Penalty: 5320.474609
	Iteration 35Q: 3 clusters Score -8764245 nChanged 133
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42550 members 
Mstep: Class 2 contains 3009 members 
Entering Unmasked Estep 
Score: -8764198.000000 Penalty: 5320.474609
	Iteration 36Q: 3 clusters Score -8764198 nChanged 132
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42668 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -8764155.000000 Penalty: 5320.474609
	Iteration 37Q: 3 clusters Score -8764155 nChanged 111
Entering Unmasked Mstep 
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Mstep: Class 1 contains 42775 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -8764139.000000 Penalty: 5320.474609
	Iteration 38Q: 3 clusters Score -8764139 nChanged 111
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Mstep: Class 1 contains 42870 members 
Mstep: Class 2 contains 2689 members 
Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8764090 nChanged 93
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Mstep: Class 1 contains 42957 members 
Mstep: Class 2 contains 2602 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8764055 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43032 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -8764036 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43109 members 
Mstep: Class 2 contains 2450 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8763989 nChanged 88
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43179 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8763969 nChanged 84
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Mstep: Class 1 contains 43245 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -8763941.000000 Penalty: 5320.474609
	Iteration 44Q: 3 clusters Score -8763941 nChanged 74
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43309 members 
Mstep: Class 2 contains 2250 members 
Entering Unmasked Estep 
Score: -8763932.000000 Penalty: 5320.474609
	Iteration 45Q: 3 clusters Score -8763932 nChanged 84
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43377 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -8763892 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43440 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -8763884 nChanged 68
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43488 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -8763844.000000 Penalty: 5320.474609
	Iteration 48Q: 3 clusters Score -8763844 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -8763853.000000 Penalty: 5320.474609
	Iteration 49Q: 3 clusters Score -8763853 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43588 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -8763820.000000 Penalty: 5320.474609
	Iteration 50Q: 3 clusters Score -8763820 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43617 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -8763809.000000 Penalty: 5320.474609
	Iteration 51Q: 3 clusters Score -8763809 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43648 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -8763807.000000 Penalty: 5320.474609
	Iteration 52Q: 3 clusters Score -8763807 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43675 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -8763816.000000 Penalty: 5320.474609
	Iteration 53Q: 3 clusters Score -8763816 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43704 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -8763805.000000 Penalty: 5320.474609
	Iteration 54Q: 3 clusters Score -8763805 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43730 members 
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Entering Unmasked Estep 
Score: -8763793.000000 Penalty: 5320.474609
	Iteration 55Q: 3 clusters Score -8763793 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43752 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8763798 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43778 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8763799 nChanged 22
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43796 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8763795 nChanged 28
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43820 members 
Mstep: Class 2 contains 1739 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8763790 nChanged 25
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43843 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -8763787.000000 Penalty: 5320.474609
	Iteration 60F: 3 clusters Score -8763787 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43854 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8763794 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43863 members 
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Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8763790 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43871 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8763784 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43889 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -8763782 nChanged 26
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Mstep: Class 1 contains 43909 members 
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	Iteration 65Q: 3 clusters Score -8763782 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43933 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8763777 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8763762 nChanged 23
Entering Unmasked Mstep 
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Mstep: Class 1 contains 43988 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8763754 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44006 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8763753 nChanged 16
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44022 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8763753 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44038 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8763747 nChanged 24
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Mstep: Class 1 contains 44058 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8763734 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44077 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8763731 nChanged 28
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Mstep: Class 1 contains 44103 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8763733 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 44127 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8763726 nChanged 31
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Mstep: Class 1 contains 44152 members 
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	Iteration 76Q: 3 clusters Score -8763726 nChanged 26
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Mstep: Class 1 contains 44168 members 
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Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8763724 nChanged 19
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Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8763732 nChanged 20
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Mstep: Class 1 contains 44205 members 
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Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8763736 nChanged 15
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Mstep: Class 1 contains 44218 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8763733 nChanged 16
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8763722 nChanged 15
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Mstep: Class 1 contains 44247 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8763708 nChanged 14
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Mstep: Class 1 contains 44259 members 
Mstep: Class 2 contains 1300 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -8763705 nChanged 11
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Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8763714 nChanged 6
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	Iteration 85Q: 3 clusters Score -8763714 nChanged 6
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8763713 nChanged 3
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	Iteration 87Q: 3 clusters Score -8763715 nChanged 3
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	Iteration 88Q: 3 clusters Score -8763708 nChanged 1
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	Iteration 89Q: 3 clusters Score -8763708 nChanged 2
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	Iteration 90Q: 3 clusters Score -8763706 nChanged 4
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	Iteration 91Q: 3 clusters Score -8763706 nChanged 4
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	Iteration 92Q: 3 clusters Score -8763705 nChanged 3
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	Iteration 93Q: 3 clusters Score -8763704 nChanged 5
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	Iteration 94Q: 3 clusters Score -8763708 nChanged 2
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	Iteration 95Q: 3 clusters Score -8763710 nChanged 2
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	Iteration 96Q: 3 clusters Score -8763710 nChanged 4
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8763716 nChanged 2
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	Iteration 98Q: 3 clusters Score -8763715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44303 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8763718.000000 Penalty: 5320.474609
	Iteration 99Q: 3 clusters Score -8763718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44306 members 
Mstep: Class 2 contains 1253 members 
Entering Unmasked Estep 
Score: -8763716.000000 Penalty: 5320.474609
	Iteration 100F: 3 clusters Score -8763716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (26865 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26865 members 
Entering Unmasked Estep 
Score: -5289907.000000 Penalty: 2529.247803
	Iteration 0F: 2 clusters Score -5289907 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13489 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5271897.500000 Penalty: 5058.495605
	Iteration 0F: 3 clusters Score -5271898 nChanged 11924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -5278533.500000 Penalty: 5058.495605
	Iteration 1F: 3 clusters Score -5278534 nChanged 1290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14001 members 
Mstep: Class 2 contains 12864 members 
Entering Unmasked Estep 
Score: -5279027.000000 Penalty: 5058.495605
	Iteration 2Q: 3 clusters Score -5279027 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14211 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -5279480.500000 Penalty: 5058.495605
	Iteration 3Q: 3 clusters Score -5279480 nChanged 1166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -5279932.500000 Penalty: 5058.495605
	Iteration 4Q: 3 clusters Score -5279932 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14595 members 
Mstep: Class 2 contains 12270 members 
Entering Unmasked Estep 
Score: -5280404.500000 Penalty: 5058.495605
	Iteration 5Q: 3 clusters Score -5280404 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14832 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -5280948.000000 Penalty: 5058.495605
	Iteration 6Q: 3 clusters Score -5280948 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15092 members 
Mstep: Class 2 contains 11773 members 
Entering Unmasked Estep 
Score: -5281729.500000 Penalty: 5058.495605
	Iteration 7Q: 3 clusters Score -5281730 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -5282529.000000 Penalty: 5058.495605
	Iteration 8F: 3 clusters Score -5282529 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15428 members 
Mstep: Class 2 contains 11437 members 
Entering Unmasked Estep 
Score: -5283357.000000 Penalty: 5058.495605
	Iteration 9F: 3 clusters Score -5283357 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15521 members 
Mstep: Class 2 contains 11344 members 
Entering Unmasked Estep 
Score: -5284019.500000 Penalty: 5058.495605
	Iteration 10Q: 3 clusters Score -5284020 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 11318 members 
Entering Unmasked Estep 
Score: -5284450.500000 Penalty: 5058.495605
	Iteration 11Q: 3 clusters Score -5284450 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 11365 members 
Entering Unmasked Estep 
Score: -5284750.500000 Penalty: 5058.495605
	Iteration 12Q: 3 clusters Score -5284750 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 11470 members 
Entering Unmasked Estep 
Score: -5284903.500000 Penalty: 5058.495605
	Iteration 13Q: 3 clusters Score -5284904 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 11590 members 
Entering Unmasked Estep 
Score: -5285050.000000 Penalty: 5058.495605
	Iteration 14Q: 3 clusters Score -5285050 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15164 members 
Mstep: Class 2 contains 11701 members 
Entering Unmasked Estep 
Score: -5285152.500000 Penalty: 5058.495605
	Iteration 15Q: 3 clusters Score -5285152 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15052 members 
Mstep: Class 2 contains 11813 members 
Entering Unmasked Estep 
Score: -5285245.000000 Penalty: 5058.495605
	Iteration 16Q: 3 clusters Score -5285245 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14926 members 
Mstep: Class 2 contains 11939 members 
Entering Unmasked Estep 
Score: -5285308.500000 Penalty: 5058.495605
	Iteration 17Q: 3 clusters Score -5285308 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14831 members 
Mstep: Class 2 contains 12034 members 
Entering Unmasked Estep 
Score: -5285380.000000 Penalty: 5058.495605
	Iteration 18Q: 3 clusters Score -5285380 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14736 members 
Mstep: Class 2 contains 12129 members 
Entering Unmasked Estep 
Score: -5285431.000000 Penalty: 5058.495605
	Iteration 19Q: 3 clusters Score -5285431 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 12237 members 
Entering Unmasked Estep 
Score: -5285488.500000 Penalty: 5058.495605
	Iteration 20F: 3 clusters Score -5285488 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14516 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -5285535.500000 Penalty: 5058.495605
	Iteration 21Q: 3 clusters Score -5285536 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14411 members 
Mstep: Class 2 contains 12454 members 
Entering Unmasked Estep 
Score: -5285555.500000 Penalty: 5058.495605
	Iteration 22Q: 3 clusters Score -5285556 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14315 members 
Mstep: Class 2 contains 12550 members 
Entering Unmasked Estep 
Score: -5285579.500000 Penalty: 5058.495605
	Iteration 23Q: 3 clusters Score -5285580 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14228 members 
Mstep: Class 2 contains 12637 members 
Entering Unmasked Estep 
Score: -5285598.000000 Penalty: 5058.495605
	Iteration 24Q: 3 clusters Score -5285598 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14159 members 
Mstep: Class 2 contains 12706 members 
Entering Unmasked Estep 
Score: -5285619.500000 Penalty: 5058.495605
	Iteration 25Q: 3 clusters Score -5285620 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -5285631.500000 Penalty: 5058.495605
	Iteration 26Q: 3 clusters Score -5285632 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13960 members 
Mstep: Class 2 contains 12905 members 
Entering Unmasked Estep 
Score: -5285651.000000 Penalty: 5058.495605
	Iteration 27Q: 3 clusters Score -5285651 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13849 members 
Mstep: Class 2 contains 13016 members 
Entering Unmasked Estep 
Score: -5285699.500000 Penalty: 5058.495605
	Iteration 28Q: 3 clusters Score -5285700 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13751 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -5285711.000000 Penalty: 5058.495605
	Iteration 29Q: 3 clusters Score -5285711 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 13184 members 
Entering Unmasked Estep 
Score: -5285736.000000 Penalty: 5058.495605
	Iteration 30Q: 3 clusters Score -5285736 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 13269 members 
Entering Unmasked Estep 
Score: -5285764.500000 Penalty: 5058.495605
	Iteration 31Q: 3 clusters Score -5285764 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13525 members 
Mstep: Class 2 contains 13340 members 
Entering Unmasked Estep 
Score: -5285775.500000 Penalty: 5058.495605
	Iteration 32Q: 3 clusters Score -5285776 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -5285778.000000 Penalty: 5058.495605
	Iteration 33Q: 3 clusters Score -5285778 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -5285784.500000 Penalty: 5058.495605
	Iteration 34Q: 3 clusters Score -5285784 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13379 members 
Mstep: Class 2 contains 13486 members 
Entering Unmasked Estep 
Score: -5285798.500000 Penalty: 5058.495605
	Iteration 35Q: 3 clusters Score -5285798 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13318 members 
Mstep: Class 2 contains 13547 members 
Entering Unmasked Estep 
Score: -5285817.000000 Penalty: 5058.495605
	Iteration 36Q: 3 clusters Score -5285817 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13267 members 
Mstep: Class 2 contains 13598 members 
Entering Unmasked Estep 
Score: -5285819.500000 Penalty: 5058.495605
	Iteration 37Q: 3 clusters Score -5285820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13232 members 
Mstep: Class 2 contains 13633 members 
Entering Unmasked Estep 
Score: -5285826.000000 Penalty: 5058.495605
	Iteration 38Q: 3 clusters Score -5285826 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13198 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -5285863.000000 Penalty: 5058.495605
	Iteration 39Q: 3 clusters Score -5285863 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13157 members 
Mstep: Class 2 contains 13708 members 
Entering Unmasked Estep 
Score: -5285869.000000 Penalty: 5058.495605
	Iteration 40F: 3 clusters Score -5285869 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 13733 members 
Entering Unmasked Estep 
Score: -5285852.000000 Penalty: 5058.495605
	Iteration 41Q: 3 clusters Score -5285852 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 13751 members 
Entering Unmasked Estep 
Score: -5285858.000000 Penalty: 5058.495605
	Iteration 42Q: 3 clusters Score -5285858 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13106 members 
Mstep: Class 2 contains 13759 members 
Entering Unmasked Estep 
Score: -5285852.000000 Penalty: 5058.495605
	Iteration 43Q: 3 clusters Score -5285852 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13089 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -5285853.500000 Penalty: 5058.495605
	Iteration 44Q: 3 clusters Score -5285854 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13073 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -5285872.000000 Penalty: 5058.495605
	Iteration 45Q: 3 clusters Score -5285872 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13040 members 
Mstep: Class 2 contains 13825 members 
Entering Unmasked Estep 
Score: -5285883.500000 Penalty: 5058.495605
	Iteration 46Q: 3 clusters Score -5285884 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13015 members 
Mstep: Class 2 contains 13850 members 
Entering Unmasked Estep 
Score: -5285894.000000 Penalty: 5058.495605
	Iteration 47Q: 3 clusters Score -5285894 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12995 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
Score: -5285906.500000 Penalty: 5058.495605
	Iteration 48Q: 3 clusters Score -5285906 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12990 members 
Mstep: Class 2 contains 13875 members 
Entering Unmasked Estep 
Score: -5285904.500000 Penalty: 5058.495605
	Iteration 49Q: 3 clusters Score -5285904 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12973 members 
Mstep: Class 2 contains 13892 members 
Entering Unmasked Estep 
Score: -5285912.500000 Penalty: 5058.495605
	Iteration 50Q: 3 clusters Score -5285912 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12965 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -5285908.500000 Penalty: 5058.495605
	Iteration 51Q: 3 clusters Score -5285908 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 13905 members 
Entering Unmasked Estep 
Score: -5285912.500000 Penalty: 5058.495605
	Iteration 52Q: 3 clusters Score -5285912 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12955 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -5285911.000000 Penalty: 5058.495605
	Iteration 53Q: 3 clusters Score -5285911 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12941 members 
Mstep: Class 2 contains 13924 members 
Entering Unmasked Estep 
Score: -5285926.000000 Penalty: 5058.495605
	Iteration 54Q: 3 clusters Score -5285926 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12936 members 
Mstep: Class 2 contains 13929 members 
Entering Unmasked Estep 
Score: -5285924.500000 Penalty: 5058.495605
	Iteration 55Q: 3 clusters Score -5285924 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 13948 members 
Entering Unmasked Estep 
Score: -5285921.000000 Penalty: 5058.495605
	Iteration 56Q: 3 clusters Score -5285921 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12909 members 
Mstep: Class 2 contains 13956 members 
Entering Unmasked Estep 
Score: -5285936.000000 Penalty: 5058.495605
	Iteration 57Q: 3 clusters Score -5285936 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12900 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -5285955.500000 Penalty: 5058.495605
	Iteration 58Q: 3 clusters Score -5285956 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12905 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
Score: -5285940.500000 Penalty: 5058.495605
	Iteration 59Q: 3 clusters Score -5285940 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -5285943.000000 Penalty: 5058.495605
	Iteration 60F: 3 clusters Score -5285943 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 13967 members 
Entering Unmasked Estep 
Score: -5285949.000000 Penalty: 5058.495605
	Iteration 61Q: 3 clusters Score -5285949 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -5285965.000000 Penalty: 5058.495605
	Iteration 62Q: 3 clusters Score -5285965 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5285964.500000 Penalty: 5058.495605
	Iteration 63Q: 3 clusters Score -5285964 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12882 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -5285963.500000 Penalty: 5058.495605
	Iteration 64Q: 3 clusters Score -5285964 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12881 members 
Mstep: Class 2 contains 13984 members 
Entering Unmasked Estep 
Score: -5285975.000000 Penalty: 5058.495605
	Iteration 65Q: 3 clusters Score -5285975 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13995 members 
Entering Unmasked Estep 
Score: -5285981.000000 Penalty: 5058.495605
	Iteration 66Q: 3 clusters Score -5285981 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -5285988.000000 Penalty: 5058.495605
	Iteration 67Q: 3 clusters Score -5285988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -5285976.500000 Penalty: 5058.495605
	Iteration 68Q: 3 clusters Score -5285976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -5285978.500000 Penalty: 5058.495605
	Iteration 69Q: 3 clusters Score -5285978 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12875 members 
Mstep: Class 2 contains 13990 members 
Entering Unmasked Estep 
Score: -5285985.000000 Penalty: 5058.495605
	Iteration 70Q: 3 clusters Score -5285985 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12878 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -5285976.000000 Penalty: 5058.495605
	Iteration 71Q: 3 clusters Score -5285976 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12885 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -5285974.500000 Penalty: 5058.495605
	Iteration 72Q: 3 clusters Score -5285974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12883 members 
Mstep: Class 2 contains 13982 members 
Entering Unmasked Estep 
Score: -5285981.500000 Penalty: 5058.495605
	Iteration 73Q: 3 clusters Score -5285982 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12887 members 
Mstep: Class 2 contains 13978 members 
Entering Unmasked Estep 
Score: -5285987.000000 Penalty: 5058.495605
	Iteration 74Q: 3 clusters Score -5285987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12888 members 
Mstep: Class 2 contains 13977 members 
Entering Unmasked Estep 
Score: -5285982.500000 Penalty: 5058.495605
	Iteration 75Q: 3 clusters Score -5285982 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12886 members 
Mstep: Class 2 contains 13979 members 
Entering Unmasked Estep 
Score: -5285987.000000 Penalty: 5058.495605
	Iteration 76Q: 3 clusters Score -5285987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12891 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -5285980.500000 Penalty: 5058.495605
	Iteration 77Q: 3 clusters Score -5285980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5285979.000000 Penalty: 5058.495605
	Iteration 78Q: 3 clusters Score -5285979 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -5285983.500000 Penalty: 5058.495605
	Iteration 79Q: 3 clusters Score -5285984 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -5285983.000000 Penalty: 5058.495605
	Iteration 80F: 3 clusters Score -5285983 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12892 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
Score: -5285980.000000 Penalty: 5058.495605
	Iteration 81Q: 3 clusters Score -5285980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -5285981.500000 Penalty: 5058.495605
	Iteration 82Q: 3 clusters Score -5285982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12894 members 
Mstep: Class 2 contains 13971 members 
Entering Unmasked Estep 
Score: -5285980.500000 Penalty: 5058.495605
	Iteration 83Q: 3 clusters Score -5285980 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12895 members 
Mstep: Class 2 contains 13970 members 
Entering Unmasked Estep 
Score: -5285988.000000 Penalty: 5058.495605
	Iteration 84Q: 3 clusters Score -5285988 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5285981.500000 Penalty: 5058.495605
	Iteration 85Q: 3 clusters Score -5285982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12896 members 
Mstep: Class 2 contains 13969 members 
Entering Unmasked Estep 
Score: -5285981.500000 Penalty: 5058.495605
	Iteration 86F: 3 clusters Score -5285982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -255011.265625 Penalty: 1812.019775
	Iteration 0F: 2 clusters Score -255011.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -252851.937500 Penalty: 3624.039551
	Iteration 0F: 3 clusters Score -252851.9 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -253411.812500 Penalty: 3624.039551
	Iteration 1F: 3 clusters Score -253411.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -253741.109375 Penalty: 3624.039551
	Iteration 2F: 3 clusters Score -253741.1 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -254105.453125 Penalty: 3624.039551
	Iteration 3F: 3 clusters Score -254105.5 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -254482.062500 Penalty: 3624.039551
	Iteration 4F: 3 clusters Score -254482.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -254684.968750 Penalty: 3624.039551
	Iteration 5F: 3 clusters Score -254685 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -254797.468750 Penalty: 3624.039551
	Iteration 6Q: 3 clusters Score -254797.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1071 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -254950.640625 Penalty: 3624.039551
	Iteration 7Q: 3 clusters Score -254950.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -255078.609375 Penalty: 3624.039551
	Iteration 8Q: 3 clusters Score -255078.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -255132.437500 Penalty: 3624.039551
	Iteration 9Q: 3 clusters Score -255132.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -255158.687500 Penalty: 3624.039551
	Iteration 10Q: 3 clusters Score -255158.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -255177.625000 Penalty: 3624.039551
	Iteration 11Q: 3 clusters Score -255177.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -255185.046875 Penalty: 3624.039551
	Iteration 12Q: 3 clusters Score -255185 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -255194.015625 Penalty: 3624.039551
	Iteration 13Q: 3 clusters Score -255194 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -255208.375000 Penalty: 3624.039551
	Iteration 14Q: 3 clusters Score -255208.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -255218.078125 Penalty: 3624.039551
	Iteration 15Q: 3 clusters Score -255218.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -255225.187500 Penalty: 3624.039551
	Iteration 16Q: 3 clusters Score -255225.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 972 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -255235.781250 Penalty: 3624.039551
	Iteration 17Q: 3 clusters Score -255235.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 968 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -255240.359375 Penalty: 3624.039551
	Iteration 18Q: 3 clusters Score -255240.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 967 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -255241.187500 Penalty: 3624.039551
	Iteration 19Q: 3 clusters Score -255241.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -255249.296875 Penalty: 3624.039551
	Iteration 20F: 3 clusters Score -255249.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -255256.343750 Penalty: 3624.039551
	Iteration 21Q: 3 clusters Score -255256.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -255258.437500 Penalty: 3624.039551
	Iteration 22Q: 3 clusters Score -255258.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -255260.109375 Penalty: 3624.039551
	Iteration 23Q: 3 clusters Score -255260.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -255260.265625 Penalty: 3624.039551
	Iteration 24Q: 3 clusters Score -255260.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -255262.328125 Penalty: 3624.039551
	Iteration 25Q: 3 clusters Score -255262.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -255262.328125 Penalty: 3624.039551
	Iteration 26F: 3 clusters Score -255262.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 10893 members 
Mstep: Class 3 contains 35696 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 26865 members 
Mstep: Class 6 contains 957 members 
Mstep: Class 7 contains 38977 members 
Mstep: Class 8 contains 55308 members 
Mstep: Class 9 contains 58760 members 
Mstep: Class 10 contains 17828 members 
Mstep: Class 11 contains 32297 members 
Mstep: Class 12 contains 59089 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 15 contains 10786 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40445 members 
Mstep: Class 18 contains 6288 members 
Mstep: Class 19 contains 5364 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38144 members 
Mstep: Class 22 contains 31236 members 
Mstep: Class 23 contains 33654 members 
Mstep: Class 24 contains 29893 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 46864 members 
Mstep: Class 27 contains 55935 members 
Mstep: Class 28 contains 59472 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 24455 members 
Mstep: Class 31 contains 59284 members 
Mstep: Class 32 contains 30755 members 
Mstep: Class 33 contains 45113 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 49459 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39985 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22558 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33149 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 533 members 
Entering Unmasked Estep 
Score: -207938128.000000 Penalty: 155408.265625
Splitting cluster 6 changes total score from -207939696.000000 to -207938128.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (38977 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38977 members 
Entering Unmasked Estep 
Score: -7521428.000000 Penalty: 2621.540283
	Iteration 0F: 2 clusters Score -7521428 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19431 members 
Mstep: Class 2 contains 19546 members 
Entering Unmasked Estep 
Score: -7496968.500000 Penalty: 5243.080566
	Iteration 0F: 3 clusters Score -7496968 nChanged 17902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19109 members 
Mstep: Class 2 contains 19868 members 
Entering Unmasked Estep 
Score: -7506738.000000 Penalty: 5243.080566
	Iteration 1F: 3 clusters Score -7506738 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18844 members 
Mstep: Class 2 contains 20133 members 
Entering Unmasked Estep 
Score: -7507230.500000 Penalty: 5243.080566
	Iteration 2Q: 3 clusters Score -7507230 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 20483 members 
Entering Unmasked Estep 
Score: -7507756.000000 Penalty: 5243.080566
	Iteration 3Q: 3 clusters Score -7507756 nChanged 1591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17959 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -7508310.000000 Penalty: 5243.080566
	Iteration 4Q: 3 clusters Score -7508310 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17319 members 
Mstep: Class 2 contains 21658 members 
Entering Unmasked Estep 
Score: -7509056.000000 Penalty: 5243.080566
	Iteration 5Q: 3 clusters Score -7509056 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16497 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -7509976.500000 Penalty: 5243.080566
	Iteration 6Q: 3 clusters Score -7509976 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15529 members 
Mstep: Class 2 contains 23448 members 
Entering Unmasked Estep 
Score: -7511364.500000 Penalty: 5243.080566
	Iteration 7F: 3 clusters Score -7511364 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 24498 members 
Entering Unmasked Estep 
Score: -7513308.000000 Penalty: 5243.080566
	Iteration 8F: 3 clusters Score -7513308 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13600 members 
Mstep: Class 2 contains 25377 members 
Entering Unmasked Estep 
Score: -7515639.000000 Penalty: 5243.080566
	Iteration 9F: 3 clusters Score -7515639 nChanged 2313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13153 members 
Mstep: Class 2 contains 25824 members 
Entering Unmasked Estep 
Score: -7517457.500000 Penalty: 5243.080566
	Iteration 10F: 3 clusters Score -7517458 nChanged 1650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 26010 members 
Entering Unmasked Estep 
Score: -7518329.000000 Penalty: 5243.080566
	Iteration 11Q: 3 clusters Score -7518329 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12867 members 
Mstep: Class 2 contains 26110 members 
Entering Unmasked Estep 
Score: -7518791.500000 Penalty: 5243.080566
	Iteration 12Q: 3 clusters Score -7518792 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12834 members 
Mstep: Class 2 contains 26143 members 
Entering Unmasked Estep 
Score: -7519062.500000 Penalty: 5243.080566
	Iteration 13Q: 3 clusters Score -7519062 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12831 members 
Mstep: Class 2 contains 26146 members 
Entering Unmasked Estep 
Score: -7519236.500000 Penalty: 5243.080566
	Iteration 14Q: 3 clusters Score -7519236 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12841 members 
Mstep: Class 2 contains 26136 members 
Entering Unmasked Estep 
Score: -7519376.500000 Penalty: 5243.080566
	Iteration 15Q: 3 clusters Score -7519376 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 26107 members 
Entering Unmasked Estep 
Score: -7519466.500000 Penalty: 5243.080566
	Iteration 16Q: 3 clusters Score -7519466 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12901 members 
Mstep: Class 2 contains 26076 members 
Entering Unmasked Estep 
Score: -7519554.000000 Penalty: 5243.080566
	Iteration 17Q: 3 clusters Score -7519554 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12981 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -7519615.000000 Penalty: 5243.080566
	Iteration 18Q: 3 clusters Score -7519615 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 25920 members 
Entering Unmasked Estep 
Score: -7519634.500000 Penalty: 5243.080566
	Iteration 19Q: 3 clusters Score -7519634 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 25878 members 
Entering Unmasked Estep 
Score: -7519637.500000 Penalty: 5243.080566
	Iteration 20F: 3 clusters Score -7519638 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13167 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -7519660.000000 Penalty: 5243.080566
	Iteration 21Q: 3 clusters Score -7519660 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13242 members 
Mstep: Class 2 contains 25735 members 
Entering Unmasked Estep 
Score: -7519647.500000 Penalty: 5243.080566
	Iteration 22Q: 3 clusters Score -7519648 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13330 members 
Mstep: Class 2 contains 25647 members 
Entering Unmasked Estep 
Score: -7519664.500000 Penalty: 5243.080566
	Iteration 23Q: 3 clusters Score -7519664 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13430 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -7519655.000000 Penalty: 5243.080566
	Iteration 24Q: 3 clusters Score -7519655 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13527 members 
Mstep: Class 2 contains 25450 members 
Entering Unmasked Estep 
Score: -7519664.500000 Penalty: 5243.080566
	Iteration 25Q: 3 clusters Score -7519664 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13626 members 
Mstep: Class 2 contains 25351 members 
Entering Unmasked Estep 
Score: -7519682.500000 Penalty: 5243.080566
	Iteration 26Q: 3 clusters Score -7519682 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13716 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -7519704.000000 Penalty: 5243.080566
	Iteration 27Q: 3 clusters Score -7519704 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13801 members 
Mstep: Class 2 contains 25176 members 
Entering Unmasked Estep 
Score: -7519698.000000 Penalty: 5243.080566
	Iteration 28Q: 3 clusters Score -7519698 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13882 members 
Mstep: Class 2 contains 25095 members 
Entering Unmasked Estep 
Score: -7519715.500000 Penalty: 5243.080566
	Iteration 29Q: 3 clusters Score -7519716 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13943 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -7519699.500000 Penalty: 5243.080566
	Iteration 30Q: 3 clusters Score -7519700 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13991 members 
Mstep: Class 2 contains 24986 members 
Entering Unmasked Estep 
Score: -7519709.000000 Penalty: 5243.080566
	Iteration 31Q: 3 clusters Score -7519709 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14040 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -7519707.500000 Penalty: 5243.080566
	Iteration 32Q: 3 clusters Score -7519708 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14090 members 
Mstep: Class 2 contains 24887 members 
Entering Unmasked Estep 
Score: -7519705.500000 Penalty: 5243.080566
	Iteration 33Q: 3 clusters Score -7519706 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14121 members 
Mstep: Class 2 contains 24856 members 
Entering Unmasked Estep 
Score: -7519707.000000 Penalty: 5243.080566
	Iteration 34Q: 3 clusters Score -7519707 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14150 members 
Mstep: Class 2 contains 24827 members 
Entering Unmasked Estep 
Score: -7519719.500000 Penalty: 5243.080566
	Iteration 35Q: 3 clusters Score -7519720 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14169 members 
Mstep: Class 2 contains 24808 members 
Entering Unmasked Estep 
Score: -7519716.500000 Penalty: 5243.080566
	Iteration 36Q: 3 clusters Score -7519716 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14193 members 
Mstep: Class 2 contains 24784 members 
Entering Unmasked Estep 
Score: -7519719.000000 Penalty: 5243.080566
	Iteration 37Q: 3 clusters Score -7519719 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 24771 members 
Entering Unmasked Estep 
Score: -7519724.000000 Penalty: 5243.080566
	Iteration 38Q: 3 clusters Score -7519724 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14222 members 
Mstep: Class 2 contains 24755 members 
Entering Unmasked Estep 
Score: -7519709.500000 Penalty: 5243.080566
	Iteration 39Q: 3 clusters Score -7519710 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14231 members 
Mstep: Class 2 contains 24746 members 
Entering Unmasked Estep 
Score: -7519710.500000 Penalty: 5243.080566
	Iteration 40F: 3 clusters Score -7519710 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14237 members 
Mstep: Class 2 contains 24740 members 
Entering Unmasked Estep 
Score: -7519713.500000 Penalty: 5243.080566
	Iteration 41Q: 3 clusters Score -7519714 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -7519704.000000 Penalty: 5243.080566
	Iteration 42Q: 3 clusters Score -7519704 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14250 members 
Mstep: Class 2 contains 24727 members 
Entering Unmasked Estep 
Score: -7519707.000000 Penalty: 5243.080566
	Iteration 43Q: 3 clusters Score -7519707 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14254 members 
Mstep: Class 2 contains 24723 members 
Entering Unmasked Estep 
Score: -7519708.500000 Penalty: 5243.080566
	Iteration 44Q: 3 clusters Score -7519708 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 24716 members 
Entering Unmasked Estep 
Score: -7519708.000000 Penalty: 5243.080566
	Iteration 45Q: 3 clusters Score -7519708 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14272 members 
Mstep: Class 2 contains 24705 members 
Entering Unmasked Estep 
Score: -7519714.000000 Penalty: 5243.080566
	Iteration 46Q: 3 clusters Score -7519714 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14280 members 
Mstep: Class 2 contains 24697 members 
Entering Unmasked Estep 
Score: -7519711.500000 Penalty: 5243.080566
	Iteration 47Q: 3 clusters Score -7519712 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14284 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -7519706.000000 Penalty: 5243.080566
	Iteration 48Q: 3 clusters Score -7519706 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14295 members 
Mstep: Class 2 contains 24682 members 
Entering Unmasked Estep 
Score: -7519711.500000 Penalty: 5243.080566
	Iteration 49Q: 3 clusters Score -7519712 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14304 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -7519705.000000 Penalty: 5243.080566
	Iteration 50Q: 3 clusters Score -7519705 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14314 members 
Mstep: Class 2 contains 24663 members 
Entering Unmasked Estep 
Score: -7519701.000000 Penalty: 5243.080566
	Iteration 51Q: 3 clusters Score -7519701 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14320 members 
Mstep: Class 2 contains 24657 members 
Entering Unmasked Estep 
Score: -7519705.500000 Penalty: 5243.080566
	Iteration 52Q: 3 clusters Score -7519706 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14328 members 
Mstep: Class 2 contains 24649 members 
Entering Unmasked Estep 
Score: -7519706.500000 Penalty: 5243.080566
	Iteration 53Q: 3 clusters Score -7519706 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 24646 members 
Entering Unmasked Estep 
Score: -7519706.500000 Penalty: 5243.080566
	Iteration 54Q: 3 clusters Score -7519706 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14336 members 
Mstep: Class 2 contains 24641 members 
Entering Unmasked Estep 
Score: -7519710.000000 Penalty: 5243.080566
	Iteration 55Q: 3 clusters Score -7519710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14338 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -7519706.500000 Penalty: 5243.080566
	Iteration 56Q: 3 clusters Score -7519706 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -7519712.000000 Penalty: 5243.080566
	Iteration 57Q: 3 clusters Score -7519712 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14352 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -7519715.500000 Penalty: 5243.080566
	Iteration 58Q: 3 clusters Score -7519716 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14354 members 
Mstep: Class 2 contains 24623 members 
Entering Unmasked Estep 
Score: -7519710.500000 Penalty: 5243.080566
	Iteration 59Q: 3 clusters Score -7519710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14356 members 
Mstep: Class 2 contains 24621 members 
Entering Unmasked Estep 
Score: -7519711.500000 Penalty: 5243.080566
	Iteration 60F: 3 clusters Score -7519712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14358 members 
Mstep: Class 2 contains 24619 members 
Entering Unmasked Estep 
Score: -7519713.500000 Penalty: 5243.080566
	Iteration 61Q: 3 clusters Score -7519714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14361 members 
Mstep: Class 2 contains 24616 members 
Entering Unmasked Estep 
Score: -7519718.000000 Penalty: 5243.080566
	Iteration 62Q: 3 clusters Score -7519718 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14365 members 
Mstep: Class 2 contains 24612 members 
Entering Unmasked Estep 
Score: -7519729.000000 Penalty: 5243.080566
	Iteration 63Q: 3 clusters Score -7519729 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -7519722.000000 Penalty: 5243.080566
	Iteration 64Q: 3 clusters Score -7519722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14368 members 
Mstep: Class 2 contains 24609 members 
Entering Unmasked Estep 
Score: -7519722.000000 Penalty: 5243.080566
	Iteration 65F: 3 clusters Score -7519722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (55308 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55308 members 
Entering Unmasked Estep 
Score: -10265001.000000 Penalty: 2708.326660
	Iteration 0F: 2 clusters Score -1.0265e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27647 members 
Mstep: Class 2 contains 27661 members 
Entering Unmasked Estep 
Score: -10231699.000000 Penalty: 5416.653320
	Iteration 0F: 3 clusters Score -1.02317e+07 nChanged 25817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 27146 members 
Entering Unmasked Estep 
Score: -10246051.000000 Penalty: 5416.653320
	Iteration 1F: 3 clusters Score -1.024605e+07 nChanged 2207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28357 members 
Mstep: Class 2 contains 26951 members 
Entering Unmasked Estep 
Score: -10246671.000000 Penalty: 5416.653320
	Iteration 2Q: 3 clusters Score -1.024667e+07 nChanged 2049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28612 members 
Mstep: Class 2 contains 26696 members 
Entering Unmasked Estep 
Score: -10247233.000000 Penalty: 5416.653320
	Iteration 3Q: 3 clusters Score -1.024723e+07 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28872 members 
Mstep: Class 2 contains 26436 members 
Entering Unmasked Estep 
Score: -10247755.000000 Penalty: 5416.653320
	Iteration 4Q: 3 clusters Score -1.024776e+07 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29200 members 
Mstep: Class 2 contains 26108 members 
Entering Unmasked Estep 
Score: -10248313.000000 Penalty: 5416.653320
	Iteration 5Q: 3 clusters Score -1.024831e+07 nChanged 1869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29641 members 
Mstep: Class 2 contains 25667 members 
Entering Unmasked Estep 
Score: -10248817.000000 Penalty: 5416.653320
	Iteration 6Q: 3 clusters Score -1.024882e+07 nChanged 1860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -10249395.000000 Penalty: 5416.653320
	Iteration 7Q: 3 clusters Score -1.02494e+07 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30821 members 
Mstep: Class 2 contains 24487 members 
Entering Unmasked Estep 
Score: -10249948.000000 Penalty: 5416.653320
	Iteration 8Q: 3 clusters Score -1.024995e+07 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31531 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -10250611.000000 Penalty: 5416.653320
	Iteration 9Q: 3 clusters Score -1.025061e+07 nChanged 2101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32338 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -10251581.000000 Penalty: 5416.653320
	Iteration 10Q: 3 clusters Score -1.025158e+07 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33217 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -10252782.000000 Penalty: 5416.653320
	Iteration 11Q: 3 clusters Score -1.025278e+07 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -10254213.000000 Penalty: 5416.653320
	Iteration 12Q: 3 clusters Score -1.025421e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34709 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -10255839.000000 Penalty: 5416.653320
	Iteration 13Q: 3 clusters Score -1.025584e+07 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 20188 members 
Entering Unmasked Estep 
Score: -10256997.000000 Penalty: 5416.653320
	Iteration 14Q: 3 clusters Score -1.0257e+07 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35390 members 
Mstep: Class 2 contains 19918 members 
Entering Unmasked Estep 
Score: -10257520.000000 Penalty: 5416.653320
	Iteration 15Q: 3 clusters Score -1.025752e+07 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35714 members 
Mstep: Class 2 contains 19594 members 
Entering Unmasked Estep 
Score: -10257767.000000 Penalty: 5416.653320
	Iteration 16Q: 3 clusters Score -1.025777e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36037 members 
Mstep: Class 2 contains 19271 members 
Entering Unmasked Estep 
Score: -10257928.000000 Penalty: 5416.653320
	Iteration 17Q: 3 clusters Score -1.025793e+07 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36346 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -10258011.000000 Penalty: 5416.653320
	Iteration 18Q: 3 clusters Score -1.025801e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36674 members 
Mstep: Class 2 contains 18634 members 
Entering Unmasked Estep 
Score: -10258106.000000 Penalty: 5416.653320
	Iteration 19Q: 3 clusters Score -1.025811e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36996 members 
Mstep: Class 2 contains 18312 members 
Entering Unmasked Estep 
Score: -10258226.000000 Penalty: 5416.653320
	Iteration 20F: 3 clusters Score -1.025823e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37359 members 
Mstep: Class 2 contains 17949 members 
Entering Unmasked Estep 
Score: -10258352.000000 Penalty: 5416.653320
	Iteration 21Q: 3 clusters Score -1.025835e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37738 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -10258496.000000 Penalty: 5416.653320
	Iteration 22Q: 3 clusters Score -1.02585e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 17170 members 
Entering Unmasked Estep 
Score: -10258653.000000 Penalty: 5416.653320
	Iteration 23Q: 3 clusters Score -1.025865e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Mstep: Class 2 contains 16717 members 
Entering Unmasked Estep 
Score: -10258830.000000 Penalty: 5416.653320
	Iteration 24Q: 3 clusters Score -1.025883e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39093 members 
Mstep: Class 2 contains 16215 members 
Entering Unmasked Estep 
Score: -10258991.000000 Penalty: 5416.653320
	Iteration 25Q: 3 clusters Score -1.025899e+07 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39611 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -10259236.000000 Penalty: 5416.653320
	Iteration 26Q: 3 clusters Score -1.025924e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40154 members 
Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
Score: -10259399.000000 Penalty: 5416.653320
	Iteration 27Q: 3 clusters Score -1.02594e+07 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40737 members 
Mstep: Class 2 contains 14571 members 
Entering Unmasked Estep 
Score: -10259607.000000 Penalty: 5416.653320
	Iteration 28Q: 3 clusters Score -1.025961e+07 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41344 members 
Mstep: Class 2 contains 13964 members 
Entering Unmasked Estep 
Score: -10259858.000000 Penalty: 5416.653320
	Iteration 29Q: 3 clusters Score -1.025986e+07 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41962 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -10260098.000000 Penalty: 5416.653320
	Iteration 30Q: 3 clusters Score -1.02601e+07 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 12674 members 
Entering Unmasked Estep 
Score: -10260282.000000 Penalty: 5416.653320
	Iteration 31Q: 3 clusters Score -1.026028e+07 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43268 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -10260485.000000 Penalty: 5416.653320
	Iteration 32Q: 3 clusters Score -1.026048e+07 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43899 members 
Mstep: Class 2 contains 11409 members 
Entering Unmasked Estep 
Score: -10260678.000000 Penalty: 5416.653320
	Iteration 33Q: 3 clusters Score -1.026068e+07 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44548 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -10260863.000000 Penalty: 5416.653320
	Iteration 34Q: 3 clusters Score -1.026086e+07 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45157 members 
Mstep: Class 2 contains 10151 members 
Entering Unmasked Estep 
Score: -10261010.000000 Penalty: 5416.653320
	Iteration 35Q: 3 clusters Score -1.026101e+07 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45752 members 
Mstep: Class 2 contains 9556 members 
Entering Unmasked Estep 
Score: -10261180.000000 Penalty: 5416.653320
	Iteration 36Q: 3 clusters Score -1.026118e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 8911 members 
Entering Unmasked Estep 
Score: -10261308.000000 Penalty: 5416.653320
	Iteration 37Q: 3 clusters Score -1.026131e+07 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47055 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -10261445.000000 Penalty: 5416.653320
	Iteration 38Q: 3 clusters Score -1.026144e+07 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47705 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -10261603.000000 Penalty: 5416.653320
	Iteration 39Q: 3 clusters Score -1.02616e+07 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48344 members 
Mstep: Class 2 contains 6964 members 
Entering Unmasked Estep 
Score: -10261729.000000 Penalty: 5416.653320
	Iteration 40F: 3 clusters Score -1.026173e+07 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48959 members 
Mstep: Class 2 contains 6349 members 
Entering Unmasked Estep 
Score: -10261839.000000 Penalty: 5416.653320
	Iteration 41Q: 3 clusters Score -1.026184e+07 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49545 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -10262000.000000 Penalty: 5416.653320
	Iteration 42Q: 3 clusters Score -1.0262e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50046 members 
Mstep: Class 2 contains 5262 members 
Entering Unmasked Estep 
Score: -10262167.000000 Penalty: 5416.653320
	Iteration 43Q: 3 clusters Score -1.026217e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50494 members 
Mstep: Class 2 contains 4814 members 
Entering Unmasked Estep 
Score: -10262409.000000 Penalty: 5416.653320
	Iteration 44Q: 3 clusters Score -1.026241e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50916 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -10262734.000000 Penalty: 5416.653320
	Iteration 45Q: 3 clusters Score -1.026273e+07 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51349 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -10262989.000000 Penalty: 5416.653320
	Iteration 46Q: 3 clusters Score -1.026299e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -10263065.000000 Penalty: 5416.653320
	Iteration 47Q: 3 clusters Score -1.026306e+07 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52156 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -10263103.000000 Penalty: 5416.653320
	Iteration 48Q: 3 clusters Score -1.02631e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52550 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -10263111.000000 Penalty: 5416.653320
	Iteration 49Q: 3 clusters Score -1.026311e+07 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52962 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -10263106.000000 Penalty: 5416.653320
	Iteration 50Q: 3 clusters Score -1.026311e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53364 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -10263061.000000 Penalty: 5416.653320
	Iteration 51Q: 3 clusters Score -1.026306e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53721 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -10263057.000000 Penalty: 5416.653320
	Iteration 52Q: 3 clusters Score -1.026306e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54044 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -10263041.000000 Penalty: 5416.653320
	Iteration 53Q: 3 clusters Score -1.026304e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54314 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -10262974.000000 Penalty: 5416.653320
	Iteration 54Q: 3 clusters Score -1.026297e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54520 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -10262958.000000 Penalty: 5416.653320
	Iteration 55Q: 3 clusters Score -1.026296e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -10262927.000000 Penalty: 5416.653320
	Iteration 56Q: 3 clusters Score -1.026293e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54741 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10262944.000000 Penalty: 5416.653320
	Iteration 57Q: 3 clusters Score -1.026294e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54802 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -10262921.000000 Penalty: 5416.653320
	Iteration 58Q: 3 clusters Score -1.026292e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54844 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -10262919.000000 Penalty: 5416.653320
	Iteration 59Q: 3 clusters Score -1.026292e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54869 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10262928.000000 Penalty: 5416.653320
	Iteration 60F: 3 clusters Score -1.026293e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54897 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -10262924.000000 Penalty: 5416.653320
	Iteration 61Q: 3 clusters Score -1.026292e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54916 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -10262931.000000 Penalty: 5416.653320
	Iteration 62Q: 3 clusters Score -1.026293e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54933 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -10262939.000000 Penalty: 5416.653320
	Iteration 63Q: 3 clusters Score -1.026294e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54948 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10262962.000000 Penalty: 5416.653320
	Iteration 64Q: 3 clusters Score -1.026296e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54961 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -10262960.000000 Penalty: 5416.653320
	Iteration 65Q: 3 clusters Score -1.026296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54964 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -10262958.000000 Penalty: 5416.653320
	Iteration 66Q: 3 clusters Score -1.026296e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54970 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -10262961.000000 Penalty: 5416.653320
	Iteration 67Q: 3 clusters Score -1.026296e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54975 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -10262951.000000 Penalty: 5416.653320
	Iteration 68Q: 3 clusters Score -1.026295e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54976 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -10262945.000000 Penalty: 5416.653320
	Iteration 69Q: 3 clusters Score -1.026294e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54977 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -10262959.000000 Penalty: 5416.653320
	Iteration 70Q: 3 clusters Score -1.026296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10262963.000000 Penalty: 5416.653320
	Iteration 71Q: 3 clusters Score -1.026296e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10262954.000000 Penalty: 5416.653320
	Iteration 72Q: 3 clusters Score -1.026295e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10262953.000000 Penalty: 5416.653320
	Iteration 73Q: 3 clusters Score -1.026295e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54978 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10262961.000000 Penalty: 5416.653320
	Iteration 74Q: 3 clusters Score -1.026296e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10262961.000000 Penalty: 5416.653320
	Iteration 75Q: 3 clusters Score -1.026296e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54979 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -10262961.000000 Penalty: 5416.653320
	Iteration 76F: 3 clusters Score -1.026296e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (58760 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58760 members 
Entering Unmasked Estep 
Score: -11083334.000000 Penalty: 2723.341797
	Iteration 0F: 2 clusters Score -1.108333e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29662 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -11046499.000000 Penalty: 5446.683594
	Iteration 0F: 3 clusters Score -1.10465e+07 nChanged 27318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31362 members 
Mstep: Class 2 contains 27398 members 
Entering Unmasked Estep 
Score: -11062014.000000 Penalty: 5446.683594
	Iteration 1F: 3 clusters Score -1.106201e+07 nChanged 2595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32319 members 
Mstep: Class 2 contains 26441 members 
Entering Unmasked Estep 
Score: -11062967.000000 Penalty: 5446.683594
	Iteration 2Q: 3 clusters Score -1.106297e+07 nChanged 2695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33672 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -11064047.000000 Penalty: 5446.683594
	Iteration 3Q: 3 clusters Score -1.106405e+07 nChanged 2831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35483 members 
Mstep: Class 2 contains 23277 members 
Entering Unmasked Estep 
Score: -11065473.000000 Penalty: 5446.683594
	Iteration 4Q: 3 clusters Score -1.106547e+07 nChanged 3148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -11067433.000000 Penalty: 5446.683594
	Iteration 5F: 3 clusters Score -1.106743e+07 nChanged 3434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40563 members 
Mstep: Class 2 contains 18197 members 
Entering Unmasked Estep 
Score: -11069949.000000 Penalty: 5446.683594
	Iteration 6F: 3 clusters Score -1.106995e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43400 members 
Mstep: Class 2 contains 15360 members 
Entering Unmasked Estep 
Score: -11072442.000000 Penalty: 5446.683594
	Iteration 7F: 3 clusters Score -1.107244e+07 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45840 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -11074619.000000 Penalty: 5446.683594
	Iteration 8F: 3 clusters Score -1.107462e+07 nChanged 2509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47669 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -11076133.000000 Penalty: 5446.683594
	Iteration 9Q: 3 clusters Score -1.107613e+07 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48976 members 
Mstep: Class 2 contains 9784 members 
Entering Unmasked Estep 
Score: -11077145.000000 Penalty: 5446.683594
	Iteration 10Q: 3 clusters Score -1.107714e+07 nChanged 1507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49941 members 
Mstep: Class 2 contains 8819 members 
Entering Unmasked Estep 
Score: -11077835.000000 Penalty: 5446.683594
	Iteration 11Q: 3 clusters Score -1.107784e+07 nChanged 1126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50685 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -11078278.000000 Penalty: 5446.683594
	Iteration 12Q: 3 clusters Score -1.107828e+07 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51296 members 
Mstep: Class 2 contains 7464 members 
Entering Unmasked Estep 
Score: -11078581.000000 Penalty: 5446.683594
	Iteration 13Q: 3 clusters Score -1.107858e+07 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51815 members 
Mstep: Class 2 contains 6945 members 
Entering Unmasked Estep 
Score: -11078744.000000 Penalty: 5446.683594
	Iteration 14Q: 3 clusters Score -1.107874e+07 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52268 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -11078936.000000 Penalty: 5446.683594
	Iteration 15Q: 3 clusters Score -1.107894e+07 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52641 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -11079058.000000 Penalty: 5446.683594
	Iteration 16Q: 3 clusters Score -1.107906e+07 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -11079203.000000 Penalty: 5446.683594
	Iteration 17Q: 3 clusters Score -1.10792e+07 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53239 members 
Mstep: Class 2 contains 5521 members 
Entering Unmasked Estep 
Score: -11079331.000000 Penalty: 5446.683594
	Iteration 18Q: 3 clusters Score -1.107933e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53507 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -11079463.000000 Penalty: 5446.683594
	Iteration 19Q: 3 clusters Score -1.107946e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53745 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -11079486.000000 Penalty: 5446.683594
	Iteration 20F: 3 clusters Score -1.107949e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 4790 members 
Entering Unmasked Estep 
Score: -11079596.000000 Penalty: 5446.683594
	Iteration 21Q: 3 clusters Score -1.10796e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54170 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -11079703.000000 Penalty: 5446.683594
	Iteration 22Q: 3 clusters Score -1.10797e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54370 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -11079835.000000 Penalty: 5446.683594
	Iteration 23Q: 3 clusters Score -1.107984e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54558 members 
Mstep: Class 2 contains 4202 members 
Entering Unmasked Estep 
Score: -11079905.000000 Penalty: 5446.683594
	Iteration 24Q: 3 clusters Score -1.10799e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54732 members 
Mstep: Class 2 contains 4028 members 
Entering Unmasked Estep 
Score: -11080009.000000 Penalty: 5446.683594
	Iteration 25Q: 3 clusters Score -1.108001e+07 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54892 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -11080109.000000 Penalty: 5446.683594
	Iteration 26Q: 3 clusters Score -1.108011e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55048 members 
Mstep: Class 2 contains 3712 members 
Entering Unmasked Estep 
Score: -11080179.000000 Penalty: 5446.683594
	Iteration 27Q: 3 clusters Score -1.108018e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55214 members 
Mstep: Class 2 contains 3546 members 
Entering Unmasked Estep 
Score: -11080258.000000 Penalty: 5446.683594
	Iteration 28Q: 3 clusters Score -1.108026e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55361 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -11080351.000000 Penalty: 5446.683594
	Iteration 29Q: 3 clusters Score -1.108035e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55483 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -11080391.000000 Penalty: 5446.683594
	Iteration 30Q: 3 clusters Score -1.108039e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55616 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -11080430.000000 Penalty: 5446.683594
	Iteration 31Q: 3 clusters Score -1.108043e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55731 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -11080446.000000 Penalty: 5446.683594
	Iteration 32Q: 3 clusters Score -1.108045e+07 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55825 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -11080513.000000 Penalty: 5446.683594
	Iteration 33Q: 3 clusters Score -1.108051e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -11080525.000000 Penalty: 5446.683594
	Iteration 34Q: 3 clusters Score -1.108052e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56044 members 
Mstep: Class 2 contains 2716 members 
Entering Unmasked Estep 
Score: -11080611.000000 Penalty: 5446.683594
	Iteration 35Q: 3 clusters Score -1.108061e+07 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56134 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -11080642.000000 Penalty: 5446.683594
	Iteration 36Q: 3 clusters Score -1.108064e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56221 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -11080660.000000 Penalty: 5446.683594
	Iteration 37Q: 3 clusters Score -1.108066e+07 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56299 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -11080690.000000 Penalty: 5446.683594
	Iteration 38Q: 3 clusters Score -1.108069e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56381 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -11080721.000000 Penalty: 5446.683594
	Iteration 39Q: 3 clusters Score -1.108072e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56447 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -11080748.000000 Penalty: 5446.683594
	Iteration 40F: 3 clusters Score -1.108075e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56505 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -11080746.000000 Penalty: 5446.683594
	Iteration 41Q: 3 clusters Score -1.108075e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56562 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -11080777.000000 Penalty: 5446.683594
	Iteration 42Q: 3 clusters Score -1.108078e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56614 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -11080785.000000 Penalty: 5446.683594
	Iteration 43Q: 3 clusters Score -1.108078e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56647 members 
Mstep: Class 2 contains 2113 members 
Entering Unmasked Estep 
Score: -11080801.000000 Penalty: 5446.683594
	Iteration 44Q: 3 clusters Score -1.10808e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56687 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -11080820.000000 Penalty: 5446.683594
	Iteration 45Q: 3 clusters Score -1.108082e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56729 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -11080835.000000 Penalty: 5446.683594
	Iteration 46Q: 3 clusters Score -1.108084e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56764 members 
Mstep: Class 2 contains 1996 members 
Entering Unmasked Estep 
Score: -11080862.000000 Penalty: 5446.683594
	Iteration 47Q: 3 clusters Score -1.108086e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56792 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -11080856.000000 Penalty: 5446.683594
	Iteration 48Q: 3 clusters Score -1.108086e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56823 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -11080859.000000 Penalty: 5446.683594
	Iteration 49Q: 3 clusters Score -1.108086e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56857 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -11080875.000000 Penalty: 5446.683594
	Iteration 50Q: 3 clusters Score -1.108088e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56893 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -11080889.000000 Penalty: 5446.683594
	Iteration 51Q: 3 clusters Score -1.108089e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56928 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -11080880.000000 Penalty: 5446.683594
	Iteration 52Q: 3 clusters Score -1.108088e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56963 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -11080907.000000 Penalty: 5446.683594
	Iteration 53Q: 3 clusters Score -1.108091e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56993 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -11080910.000000 Penalty: 5446.683594
	Iteration 54Q: 3 clusters Score -1.108091e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57019 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -11080928.000000 Penalty: 5446.683594
	Iteration 55Q: 3 clusters Score -1.108093e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57041 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -11080928.000000 Penalty: 5446.683594
	Iteration 56Q: 3 clusters Score -1.108093e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57068 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -11080936.000000 Penalty: 5446.683594
	Iteration 57Q: 3 clusters Score -1.108094e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57085 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -11080947.000000 Penalty: 5446.683594
	Iteration 58Q: 3 clusters Score -1.108095e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57098 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -11080947.000000 Penalty: 5446.683594
	Iteration 59Q: 3 clusters Score -1.108095e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57115 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -11080944.000000 Penalty: 5446.683594
	Iteration 60F: 3 clusters Score -1.108094e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57132 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -11080952.000000 Penalty: 5446.683594
	Iteration 61Q: 3 clusters Score -1.108095e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57150 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -11080966.000000 Penalty: 5446.683594
	Iteration 62Q: 3 clusters Score -1.108097e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57173 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -11080967.000000 Penalty: 5446.683594
	Iteration 63Q: 3 clusters Score -1.108097e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57192 members 
Mstep: Class 2 contains 1568 members 
Entering Unmasked Estep 
Score: -11080996.000000 Penalty: 5446.683594
	Iteration 64Q: 3 clusters Score -1.1081e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 1553 members 
Entering Unmasked Estep 
Score: -11080980.000000 Penalty: 5446.683594
	Iteration 65Q: 3 clusters Score -1.108098e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57223 members 
Mstep: Class 2 contains 1537 members 
Entering Unmasked Estep 
Score: -11080999.000000 Penalty: 5446.683594
	Iteration 66Q: 3 clusters Score -1.1081e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57239 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -11081014.000000 Penalty: 5446.683594
	Iteration 67Q: 3 clusters Score -1.108101e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57256 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -11081031.000000 Penalty: 5446.683594
	Iteration 68Q: 3 clusters Score -1.108103e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57275 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -11081018.000000 Penalty: 5446.683594
	Iteration 69Q: 3 clusters Score -1.108102e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57292 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -11081036.000000 Penalty: 5446.683594
	Iteration 70Q: 3 clusters Score -1.108104e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57305 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -11081023.000000 Penalty: 5446.683594
	Iteration 71Q: 3 clusters Score -1.108102e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57315 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -11081033.000000 Penalty: 5446.683594
	Iteration 72Q: 3 clusters Score -1.108103e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57326 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -11081034.000000 Penalty: 5446.683594
	Iteration 73Q: 3 clusters Score -1.108103e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57335 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -11081044.000000 Penalty: 5446.683594
	Iteration 74Q: 3 clusters Score -1.108104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57347 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -11081067.000000 Penalty: 5446.683594
	Iteration 75Q: 3 clusters Score -1.108107e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57361 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -11081067.000000 Penalty: 5446.683594
	Iteration 76Q: 3 clusters Score -1.108107e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57380 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -11081073.000000 Penalty: 5446.683594
	Iteration 77Q: 3 clusters Score -1.108107e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57390 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -11081068.000000 Penalty: 5446.683594
	Iteration 78Q: 3 clusters Score -1.108107e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57401 members 
Mstep: Class 2 contains 1359 members 
Entering Unmasked Estep 
Score: -11081090.000000 Penalty: 5446.683594
	Iteration 79Q: 3 clusters Score -1.108109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57408 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -11081092.000000 Penalty: 5446.683594
	Iteration 80F: 3 clusters Score -1.108109e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57419 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -11081096.000000 Penalty: 5446.683594
	Iteration 81Q: 3 clusters Score -1.10811e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57430 members 
Mstep: Class 2 contains 1330 members 
Entering Unmasked Estep 
Score: -11081105.000000 Penalty: 5446.683594
	Iteration 82Q: 3 clusters Score -1.10811e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57433 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -11081102.000000 Penalty: 5446.683594
	Iteration 83Q: 3 clusters Score -1.10811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57434 members 
Mstep: Class 2 contains 1326 members 
Entering Unmasked Estep 
Score: -11081100.000000 Penalty: 5446.683594
	Iteration 84Q: 3 clusters Score -1.10811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57437 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -11081104.000000 Penalty: 5446.683594
	Iteration 85Q: 3 clusters Score -1.10811e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57438 members 
Mstep: Class 2 contains 1322 members 
Entering Unmasked Estep 
Score: -11081107.000000 Penalty: 5446.683594
	Iteration 86Q: 3 clusters Score -1.108111e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57442 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -11081109.000000 Penalty: 5446.683594
	Iteration 87Q: 3 clusters Score -1.108111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57444 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -11081101.000000 Penalty: 5446.683594
	Iteration 88Q: 3 clusters Score -1.10811e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57447 members 
Mstep: Class 2 contains 1313 members 
Entering Unmasked Estep 
Score: -11081108.000000 Penalty: 5446.683594
	Iteration 89Q: 3 clusters Score -1.108111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57451 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -11081109.000000 Penalty: 5446.683594
	Iteration 90Q: 3 clusters Score -1.108111e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57456 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -11081115.000000 Penalty: 5446.683594
	Iteration 91Q: 3 clusters Score -1.108112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57458 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -11081117.000000 Penalty: 5446.683594
	Iteration 92Q: 3 clusters Score -1.108112e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57463 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -11081114.000000 Penalty: 5446.683594
	Iteration 93Q: 3 clusters Score -1.108111e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57467 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -11081117.000000 Penalty: 5446.683594
	Iteration 94Q: 3 clusters Score -1.108112e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57469 members 
Mstep: Class 2 contains 1291 members 
Entering Unmasked Estep 
Score: -11081118.000000 Penalty: 5446.683594
	Iteration 95Q: 3 clusters Score -1.108112e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57473 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -11081111.000000 Penalty: 5446.683594
	Iteration 96Q: 3 clusters Score -1.108111e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11081115.000000 Penalty: 5446.683594
	Iteration 97Q: 3 clusters Score -1.108112e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57474 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -11081115.000000 Penalty: 5446.683594
	Iteration 98F: 3 clusters Score -1.108112e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17828 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17828 members 
Entering Unmasked Estep 
Score: -3361474.000000 Penalty: 2427.554443
	Iteration 0F: 2 clusters Score -3361474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 8926 members 
Entering Unmasked Estep 
Score: -3348777.750000 Penalty: 4855.108887
	Iteration 0F: 3 clusters Score -3348778 nChanged 7793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9091 members 
Mstep: Class 2 contains 8737 members 
Entering Unmasked Estep 
Score: -3352853.750000 Penalty: 4855.108887
	Iteration 1F: 3 clusters Score -3352854 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9229 members 
Mstep: Class 2 contains 8599 members 
Entering Unmasked Estep 
Score: -3353268.500000 Penalty: 4855.108887
	Iteration 2F: 3 clusters Score -3353268 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 8413 members 
Entering Unmasked Estep 
Score: -3353623.500000 Penalty: 4855.108887
	Iteration 3Q: 3 clusters Score -3353624 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9680 members 
Mstep: Class 2 contains 8148 members 
Entering Unmasked Estep 
Score: -3353989.500000 Penalty: 4855.108887
	Iteration 4Q: 3 clusters Score -3353990 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10055 members 
Mstep: Class 2 contains 7773 members 
Entering Unmasked Estep 
Score: -3354382.500000 Penalty: 4855.108887
	Iteration 5Q: 3 clusters Score -3354382 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10502 members 
Mstep: Class 2 contains 7326 members 
Entering Unmasked Estep 
Score: -3354771.000000 Penalty: 4855.108887
	Iteration 6Q: 3 clusters Score -3354771 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11019 members 
Mstep: Class 2 contains 6809 members 
Entering Unmasked Estep 
Score: -3355210.250000 Penalty: 4855.108887
	Iteration 7Q: 3 clusters Score -3355210 nChanged 869
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11574 members 
Mstep: Class 2 contains 6254 members 
Entering Unmasked Estep 
Score: -3355672.250000 Penalty: 4855.108887
	Iteration 8Q: 3 clusters Score -3355672 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12170 members 
Mstep: Class 2 contains 5658 members 
Entering Unmasked Estep 
Score: -3356095.750000 Penalty: 4855.108887
	Iteration 9Q: 3 clusters Score -3356096 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12695 members 
Mstep: Class 2 contains 5133 members 
Entering Unmasked Estep 
Score: -3356462.750000 Penalty: 4855.108887
	Iteration 10Q: 3 clusters Score -3356463 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 4594 members 
Entering Unmasked Estep 
Score: -3356828.000000 Penalty: 4855.108887
	Iteration 11Q: 3 clusters Score -3356828 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13756 members 
Mstep: Class 2 contains 4072 members 
Entering Unmasked Estep 
Score: -3357148.500000 Penalty: 4855.108887
	Iteration 12Q: 3 clusters Score -3357148 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14217 members 
Mstep: Class 2 contains 3611 members 
Entering Unmasked Estep 
Score: -3357409.000000 Penalty: 4855.108887
	Iteration 13Q: 3 clusters Score -3357409 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 3205 members 
Entering Unmasked Estep 
Score: -3357635.000000 Penalty: 4855.108887
	Iteration 14Q: 3 clusters Score -3357635 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14987 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -3357841.500000 Penalty: 4855.108887
	Iteration 15Q: 3 clusters Score -3357842 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -3358058.000000 Penalty: 4855.108887
	Iteration 16Q: 3 clusters Score -3358058 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15639 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -3358266.000000 Penalty: 4855.108887
	Iteration 17Q: 3 clusters Score -3358266 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15933 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3358456.000000 Penalty: 4855.108887
	Iteration 18Q: 3 clusters Score -3358456 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 1669 members 
Entering Unmasked Estep 
Score: -3358611.000000 Penalty: 4855.108887
	Iteration 19Q: 3 clusters Score -3358611 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16349 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -3358742.000000 Penalty: 4855.108887
	Iteration 20F: 3 clusters Score -3358742 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16495 members 
Mstep: Class 2 contains 1333 members 
Entering Unmasked Estep 
Score: -3358851.000000 Penalty: 4855.108887
	Iteration 21Q: 3 clusters Score -3358851 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -3358955.750000 Penalty: 4855.108887
	Iteration 22Q: 3 clusters Score -3358956 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -3359032.500000 Penalty: 4855.108887
	Iteration 23Q: 3 clusters Score -3359032 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16855 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -3359097.000000 Penalty: 4855.108887
	Iteration 24Q: 3 clusters Score -3359097 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16945 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -3359155.250000 Penalty: 4855.108887
	Iteration 25Q: 3 clusters Score -3359155 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17011 members 
Mstep: Class 2 contains 817 members 
Entering Unmasked Estep 
Score: -3359201.500000 Penalty: 4855.108887
	Iteration 26Q: 3 clusters Score -3359202 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17068 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -3359242.250000 Penalty: 4855.108887
	Iteration 27Q: 3 clusters Score -3359242 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -3359267.000000 Penalty: 4855.108887
	Iteration 28Q: 3 clusters Score -3359267 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -3359294.250000 Penalty: 4855.108887
	Iteration 29Q: 3 clusters Score -3359294 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3359313.750000 Penalty: 4855.108887
	Iteration 30Q: 3 clusters Score -3359314 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17177 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -3359335.000000 Penalty: 4855.108887
	Iteration 31Q: 3 clusters Score -3359335 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -3359355.250000 Penalty: 4855.108887
	Iteration 32Q: 3 clusters Score -3359355 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17214 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -3359372.750000 Penalty: 4855.108887
	Iteration 33Q: 3 clusters Score -3359373 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17225 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -3359383.000000 Penalty: 4855.108887
	Iteration 34Q: 3 clusters Score -3359383 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17238 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -3359391.000000 Penalty: 4855.108887
	Iteration 35Q: 3 clusters Score -3359391 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -3359390.750000 Penalty: 4855.108887
	Iteration 36Q: 3 clusters Score -3359391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -3359396.250000 Penalty: 4855.108887
	Iteration 37Q: 3 clusters Score -3359396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17259 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3359397.250000 Penalty: 4855.108887
	Iteration 38Q: 3 clusters Score -3359397 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3359409.750000 Penalty: 4855.108887
	Iteration 39Q: 3 clusters Score -3359410 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17275 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -3359415.250000 Penalty: 4855.108887
	Iteration 40F: 3 clusters Score -3359415 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17282 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3359421.500000 Penalty: 4855.108887
	Iteration 41Q: 3 clusters Score -3359422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3359426.250000 Penalty: 4855.108887
	Iteration 42Q: 3 clusters Score -3359426 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17295 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -3359427.500000 Penalty: 4855.108887
	Iteration 43Q: 3 clusters Score -3359428 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3359437.750000 Penalty: 4855.108887
	Iteration 44Q: 3 clusters Score -3359438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3359438.250000 Penalty: 4855.108887
	Iteration 45Q: 3 clusters Score -3359438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -3359440.750000 Penalty: 4855.108887
	Iteration 46Q: 3 clusters Score -3359441 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -3359437.000000 Penalty: 4855.108887
	Iteration 47Q: 3 clusters Score -3359437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3359438.000000 Penalty: 4855.108887
	Iteration 48Q: 3 clusters Score -3359438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17308 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -3359438.000000 Penalty: 4855.108887
	Iteration 49F: 3 clusters Score -3359438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (32297 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32297 members 
Entering Unmasked Estep 
Score: -6187853.500000 Penalty: 2574.916992
	Iteration 0F: 2 clusters Score -6187854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16239 members 
Mstep: Class 2 contains 16058 members 
Entering Unmasked Estep 
Score: -6166999.000000 Penalty: 5149.833984
	Iteration 0F: 3 clusters Score -6166999 nChanged 14621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -6174969.500000 Penalty: 5149.833984
	Iteration 1F: 3 clusters Score -6174970 nChanged 1598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16896 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -6175511.000000 Penalty: 5149.833984
	Iteration 2Q: 3 clusters Score -6175511 nChanged 1510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17158 members 
Mstep: Class 2 contains 15139 members 
Entering Unmasked Estep 
Score: -6176093.000000 Penalty: 5149.833984
	Iteration 3Q: 3 clusters Score -6176093 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17558 members 
Mstep: Class 2 contains 14739 members 
Entering Unmasked Estep 
Score: -6176665.500000 Penalty: 5149.833984
	Iteration 4Q: 3 clusters Score -6176666 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18168 members 
Mstep: Class 2 contains 14129 members 
Entering Unmasked Estep 
Score: -6177352.500000 Penalty: 5149.833984
	Iteration 5Q: 3 clusters Score -6177352 nChanged 1577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 13302 members 
Entering Unmasked Estep 
Score: -6178058.000000 Penalty: 5149.833984
	Iteration 6Q: 3 clusters Score -6178058 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -6178826.500000 Penalty: 5149.833984
	Iteration 7Q: 3 clusters Score -6178826 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 11177 members 
Entering Unmasked Estep 
Score: -6179724.000000 Penalty: 5149.833984
	Iteration 8Q: 3 clusters Score -6179724 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22382 members 
Mstep: Class 2 contains 9915 members 
Entering Unmasked Estep 
Score: -6180704.000000 Penalty: 5149.833984
	Iteration 9Q: 3 clusters Score -6180704 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23682 members 
Mstep: Class 2 contains 8615 members 
Entering Unmasked Estep 
Score: -6181861.000000 Penalty: 5149.833984
	Iteration 10Q: 3 clusters Score -6181861 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -6182894.500000 Penalty: 5149.833984
	Iteration 11Q: 3 clusters Score -6182894 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -6183669.500000 Penalty: 5149.833984
	Iteration 12Q: 3 clusters Score -6183670 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26541 members 
Mstep: Class 2 contains 5756 members 
Entering Unmasked Estep 
Score: -6184225.500000 Penalty: 5149.833984
	Iteration 13Q: 3 clusters Score -6184226 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27129 members 
Mstep: Class 2 contains 5168 members 
Entering Unmasked Estep 
Score: -6184603.000000 Penalty: 5149.833984
	Iteration 14Q: 3 clusters Score -6184603 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27608 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -6184870.000000 Penalty: 5149.833984
	Iteration 15Q: 3 clusters Score -6184870 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -6185026.500000 Penalty: 5149.833984
	Iteration 16Q: 3 clusters Score -6185026 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28364 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -6185141.500000 Penalty: 5149.833984
	Iteration 17Q: 3 clusters Score -6185142 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -6185251.500000 Penalty: 5149.833984
	Iteration 18Q: 3 clusters Score -6185252 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28940 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -6185350.000000 Penalty: 5149.833984
	Iteration 19Q: 3 clusters Score -6185350 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29163 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -6185394.500000 Penalty: 5149.833984
	Iteration 20F: 3 clusters Score -6185394 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 2937 members 
Entering Unmasked Estep 
Score: -6185431.500000 Penalty: 5149.833984
	Iteration 21Q: 3 clusters Score -6185432 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29529 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -6185463.500000 Penalty: 5149.833984
	Iteration 22Q: 3 clusters Score -6185464 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29693 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -6185463.500000 Penalty: 5149.833984
	Iteration 23Q: 3 clusters Score -6185464 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29853 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -6185490.500000 Penalty: 5149.833984
	Iteration 24Q: 3 clusters Score -6185490 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29989 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -6185534.000000 Penalty: 5149.833984
	Iteration 25Q: 3 clusters Score -6185534 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -6185551.000000 Penalty: 5149.833984
	Iteration 26Q: 3 clusters Score -6185551 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -6185563.000000 Penalty: 5149.833984
	Iteration 27Q: 3 clusters Score -6185563 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30341 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -6185591.000000 Penalty: 5149.833984
	Iteration 28Q: 3 clusters Score -6185591 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30449 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -6185606.500000 Penalty: 5149.833984
	Iteration 29Q: 3 clusters Score -6185606 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -6185627.500000 Penalty: 5149.833984
	Iteration 30Q: 3 clusters Score -6185628 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30645 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -6185631.500000 Penalty: 5149.833984
	Iteration 31Q: 3 clusters Score -6185632 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30735 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -6185645.500000 Penalty: 5149.833984
	Iteration 32Q: 3 clusters Score -6185646 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30801 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -6185646.500000 Penalty: 5149.833984
	Iteration 33Q: 3 clusters Score -6185646 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30866 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -6185651.000000 Penalty: 5149.833984
	Iteration 34Q: 3 clusters Score -6185651 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30931 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -6185666.500000 Penalty: 5149.833984
	Iteration 35Q: 3 clusters Score -6185666 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30987 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -6185692.000000 Penalty: 5149.833984
	Iteration 36Q: 3 clusters Score -6185692 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31027 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -6185717.000000 Penalty: 5149.833984
	Iteration 37Q: 3 clusters Score -6185717 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31063 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6185712.500000 Penalty: 5149.833984
	Iteration 38Q: 3 clusters Score -6185712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31090 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -6185719.500000 Penalty: 5149.833984
	Iteration 39Q: 3 clusters Score -6185720 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31116 members 
Mstep: Class 2 contains 1181 members 
Entering Unmasked Estep 
Score: -6185726.500000 Penalty: 5149.833984
	Iteration 40F: 3 clusters Score -6185726 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31151 members 
Mstep: Class 2 contains 1146 members 
Entering Unmasked Estep 
Score: -6185742.500000 Penalty: 5149.833984
	Iteration 41Q: 3 clusters Score -6185742 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31185 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -6185750.000000 Penalty: 5149.833984
	Iteration 42Q: 3 clusters Score -6185750 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31221 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -6185754.000000 Penalty: 5149.833984
	Iteration 43Q: 3 clusters Score -6185754 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -6185741.500000 Penalty: 5149.833984
	Iteration 44Q: 3 clusters Score -6185742 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31288 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -6185760.000000 Penalty: 5149.833984
	Iteration 45Q: 3 clusters Score -6185760 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31324 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -6185765.000000 Penalty: 5149.833984
	Iteration 46Q: 3 clusters Score -6185765 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -6185762.500000 Penalty: 5149.833984
	Iteration 47Q: 3 clusters Score -6185762 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31378 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6185771.500000 Penalty: 5149.833984
	Iteration 48Q: 3 clusters Score -6185772 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31390 members 
Mstep: Class 2 contains 907 members 
Entering Unmasked Estep 
Score: -6185766.000000 Penalty: 5149.833984
	Iteration 49Q: 3 clusters Score -6185766 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31405 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -6185758.500000 Penalty: 5149.833984
	Iteration 50Q: 3 clusters Score -6185758 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31416 members 
Mstep: Class 2 contains 881 members 
Entering Unmasked Estep 
Score: -6185764.500000 Penalty: 5149.833984
	Iteration 51Q: 3 clusters Score -6185764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31421 members 
Mstep: Class 2 contains 876 members 
Entering Unmasked Estep 
Score: -6185771.500000 Penalty: 5149.833984
	Iteration 52Q: 3 clusters Score -6185772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31425 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -6185763.500000 Penalty: 5149.833984
	Iteration 53Q: 3 clusters Score -6185764 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31432 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -6185763.000000 Penalty: 5149.833984
	Iteration 54Q: 3 clusters Score -6185763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31436 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6185767.500000 Penalty: 5149.833984
	Iteration 55Q: 3 clusters Score -6185768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31440 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -6185769.500000 Penalty: 5149.833984
	Iteration 56Q: 3 clusters Score -6185770 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31443 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -6185770.500000 Penalty: 5149.833984
	Iteration 57Q: 3 clusters Score -6185770 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31444 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -6185772.000000 Penalty: 5149.833984
	Iteration 58Q: 3 clusters Score -6185772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31445 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -6185775.500000 Penalty: 5149.833984
	Iteration 59Q: 3 clusters Score -6185776 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31447 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -6185770.500000 Penalty: 5149.833984
	Iteration 60F: 3 clusters Score -6185770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6185772.000000 Penalty: 5149.833984
	Iteration 61Q: 3 clusters Score -6185772 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31449 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -6185772.000000 Penalty: 5149.833984
	Iteration 62F: 3 clusters Score -6185772 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59089 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59089 members 
Entering Unmasked Estep 
Score: -10699255.000000 Penalty: 2724.726562
	Iteration 0F: 2 clusters Score -1.069926e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29511 members 
Mstep: Class 2 contains 29578 members 
Entering Unmasked Estep 
Score: -10660635.000000 Penalty: 5449.453125
	Iteration 0F: 3 clusters Score -1.066064e+07 nChanged 27447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28414 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -10676025.000000 Penalty: 5449.453125
	Iteration 1F: 3 clusters Score -1.067602e+07 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 31288 members 
Entering Unmasked Estep 
Score: -10676709.000000 Penalty: 5449.453125
	Iteration 2Q: 3 clusters Score -1.067671e+07 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26934 members 
Mstep: Class 2 contains 32155 members 
Entering Unmasked Estep 
Score: -10677413.000000 Penalty: 5449.453125
	Iteration 3Q: 3 clusters Score -1.067741e+07 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25754 members 
Mstep: Class 2 contains 33335 members 
Entering Unmasked Estep 
Score: -10678235.000000 Penalty: 5449.453125
	Iteration 4Q: 3 clusters Score -1.067824e+07 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24245 members 
Mstep: Class 2 contains 34844 members 
Entering Unmasked Estep 
Score: -10679269.000000 Penalty: 5449.453125
	Iteration 5Q: 3 clusters Score -1.067927e+07 nChanged 2660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22317 members 
Mstep: Class 2 contains 36772 members 
Entering Unmasked Estep 
Score: -10680449.000000 Penalty: 5449.453125
	Iteration 6Q: 3 clusters Score -1.068045e+07 nChanged 2961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19798 members 
Mstep: Class 2 contains 39291 members 
Entering Unmasked Estep 
Score: -10681984.000000 Penalty: 5449.453125
	Iteration 7F: 3 clusters Score -1.068198e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16741 members 
Mstep: Class 2 contains 42348 members 
Entering Unmasked Estep 
Score: -10683975.000000 Penalty: 5449.453125
	Iteration 8F: 3 clusters Score -1.068398e+07 nChanged 3582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 45846 members 
Entering Unmasked Estep 
Score: -10686358.000000 Penalty: 5449.453125
	Iteration 9F: 3 clusters Score -1.068636e+07 nChanged 3837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 49649 members 
Entering Unmasked Estep 
Score: -10689214.000000 Penalty: 5449.453125
	Iteration 10F: 3 clusters Score -1.068921e+07 nChanged 3443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6007 members 
Mstep: Class 2 contains 53082 members 
Entering Unmasked Estep 
Score: -10692037.000000 Penalty: 5449.453125
	Iteration 11F: 3 clusters Score -1.069204e+07 nChanged 2621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3388 members 
Mstep: Class 2 contains 55701 members 
Entering Unmasked Estep 
Score: -10694191.000000 Penalty: 5449.453125
	Iteration 12Q: 3 clusters Score -1.069419e+07 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 57384 members 
Entering Unmasked Estep 
Score: -10695518.000000 Penalty: 5449.453125
	Iteration 13Q: 3 clusters Score -1.069552e+07 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 58227 members 
Entering Unmasked Estep 
Score: -10696203.000000 Penalty: 5449.453125
	Iteration 14Q: 3 clusters Score -1.06962e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 58558 members 
Entering Unmasked Estep 
Score: -10696521.000000 Penalty: 5449.453125
	Iteration 15Q: 3 clusters Score -1.069652e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 58679 members 
Entering Unmasked Estep 
Score: -10696678.000000 Penalty: 5449.453125
	Iteration 16Q: 3 clusters Score -1.069668e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 58732 members 
Entering Unmasked Estep 
Score: -10696727.000000 Penalty: 5449.453125
	Iteration 17Q: 3 clusters Score -1.069673e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 58758 members 
Entering Unmasked Estep 
Score: -10696743.000000 Penalty: 5449.453125
	Iteration 18Q: 3 clusters Score -1.069674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 58771 members 
Entering Unmasked Estep 
Score: -10696781.000000 Penalty: 5449.453125
	Iteration 19Q: 3 clusters Score -1.069678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 58778 members 
Entering Unmasked Estep 
Score: -10696789.000000 Penalty: 5449.453125
	Iteration 20F: 3 clusters Score -1.069679e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 58784 members 
Entering Unmasked Estep 
Score: -10696799.000000 Penalty: 5449.453125
	Iteration 21Q: 3 clusters Score -1.06968e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 58788 members 
Entering Unmasked Estep 
Score: -10696814.000000 Penalty: 5449.453125
	Iteration 22Q: 3 clusters Score -1.069681e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 58793 members 
Entering Unmasked Estep 
Score: -10696827.000000 Penalty: 5449.453125
	Iteration 23Q: 3 clusters Score -1.069683e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 58799 members 
Entering Unmasked Estep 
Score: -10696843.000000 Penalty: 5449.453125
	Iteration 24Q: 3 clusters Score -1.069684e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -10696850.000000 Penalty: 5449.453125
	Iteration 25Q: 3 clusters Score -1.069685e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -10696852.000000 Penalty: 5449.453125
	Iteration 26Q: 3 clusters Score -1.069685e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 58810 members 
Entering Unmasked Estep 
Score: -10696863.000000 Penalty: 5449.453125
	Iteration 27Q: 3 clusters Score -1.069686e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -10696866.000000 Penalty: 5449.453125
	Iteration 28Q: 3 clusters Score -1.069687e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 58808 members 
Entering Unmasked Estep 
Score: -10696867.000000 Penalty: 5449.453125
	Iteration 29Q: 3 clusters Score -1.069687e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -10696863.000000 Penalty: 5449.453125
	Iteration 30Q: 3 clusters Score -1.069686e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 58809 members 
Entering Unmasked Estep 
Score: -10696863.000000 Penalty: 5449.453125
	Iteration 31F: 3 clusters Score -1.069686e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (512 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Entering Unmasked Estep 
Score: -92715.210938 Penalty: 1547.104492
	Iteration 0F: 2 clusters Score -92715.21 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -91241.789062 Penalty: 3094.208984
	Iteration 0F: 3 clusters Score -91241.79 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -91481.460938 Penalty: 3094.208984
	Iteration 1F: 3 clusters Score -91481.46 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -91595.039062 Penalty: 3094.208984
	Iteration 2F: 3 clusters Score -91595.04 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 194 members 
Entering Unmasked Estep 
Score: -91714.609375 Penalty: 3094.208984
	Iteration 3F: 3 clusters Score -91714.61 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -91856.875000 Penalty: 3094.208984
	Iteration 4F: 3 clusters Score -91856.88 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -92088.742188 Penalty: 3094.208984
	Iteration 5F: 3 clusters Score -92088.74 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -92197.101562 Penalty: 3094.208984
	Iteration 6F: 3 clusters Score -92197.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -92331.375000 Penalty: 3094.208984
	Iteration 7Q: 3 clusters Score -92331.38 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -92419.179688 Penalty: 3094.208984
	Iteration 8Q: 3 clusters Score -92419.18 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -92472.710938 Penalty: 3094.208984
	Iteration 9Q: 3 clusters Score -92472.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -92482.156250 Penalty: 3094.208984
	Iteration 10Q: 3 clusters Score -92482.16 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -92498.851562 Penalty: 3094.208984
	Iteration 11Q: 3 clusters Score -92498.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -92506.101562 Penalty: 3094.208984
	Iteration 12Q: 3 clusters Score -92506.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -92506.101562 Penalty: 3094.208984
	Iteration 13F: 3 clusters Score -92506.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (28881 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Entering Unmasked Estep 
Score: -5803700.000000 Penalty: 2547.192871
	Iteration 0F: 2 clusters Score -5803700 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14427 members 
Mstep: Class 2 contains 14454 members 
Entering Unmasked Estep 
Score: -5786549.000000 Penalty: 5094.385742
	Iteration 0F: 3 clusters Score -5786549 nChanged 13044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14337 members 
Mstep: Class 2 contains 14544 members 
Entering Unmasked Estep 
Score: -5793516.000000 Penalty: 5094.385742
	Iteration 1F: 3 clusters Score -5793516 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14298 members 
Mstep: Class 2 contains 14583 members 
Entering Unmasked Estep 
Score: -5794056.000000 Penalty: 5094.385742
	Iteration 2Q: 3 clusters Score -5794056 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14247 members 
Mstep: Class 2 contains 14634 members 
Entering Unmasked Estep 
Score: -5794477.500000 Penalty: 5094.385742
	Iteration 3Q: 3 clusters Score -5794478 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -5795011.500000 Penalty: 5094.385742
	Iteration 4Q: 3 clusters Score -5795012 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 14965 members 
Entering Unmasked Estep 
Score: -5795704.500000 Penalty: 5094.385742
	Iteration 5Q: 3 clusters Score -5795704 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13540 members 
Mstep: Class 2 contains 15341 members 
Entering Unmasked Estep 
Score: -5796651.000000 Penalty: 5094.385742
	Iteration 6F: 3 clusters Score -5796651 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13088 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
Score: -5797864.500000 Penalty: 5094.385742
	Iteration 7F: 3 clusters Score -5797864 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 16324 members 
Entering Unmasked Estep 
Score: -5799253.500000 Penalty: 5094.385742
	Iteration 8F: 3 clusters Score -5799254 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11971 members 
Mstep: Class 2 contains 16910 members 
Entering Unmasked Estep 
Score: -5800722.000000 Penalty: 5094.385742
	Iteration 9F: 3 clusters Score -5800722 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11458 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -5801751.500000 Penalty: 5094.385742
	Iteration 10F: 3 clusters Score -5801752 nChanged 1079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11043 members 
Mstep: Class 2 contains 17838 members 
Entering Unmasked Estep 
Score: -5802339.500000 Penalty: 5094.385742
	Iteration 11Q: 3 clusters Score -5802340 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10728 members 
Mstep: Class 2 contains 18153 members 
Entering Unmasked Estep 
Score: -5802640.500000 Penalty: 5094.385742
	Iteration 12Q: 3 clusters Score -5802640 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10464 members 
Mstep: Class 2 contains 18417 members 
Entering Unmasked Estep 
Score: -5802897.000000 Penalty: 5094.385742
	Iteration 13Q: 3 clusters Score -5802897 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 18635 members 
Entering Unmasked Estep 
Score: -5803071.500000 Penalty: 5094.385742
	Iteration 14Q: 3 clusters Score -5803072 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10079 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -5803199.500000 Penalty: 5094.385742
	Iteration 15Q: 3 clusters Score -5803200 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9909 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -5803300.500000 Penalty: 5094.385742
	Iteration 16Q: 3 clusters Score -5803300 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 19133 members 
Entering Unmasked Estep 
Score: -5803368.500000 Penalty: 5094.385742
	Iteration 17Q: 3 clusters Score -5803368 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -5803402.000000 Penalty: 5094.385742
	Iteration 18Q: 3 clusters Score -5803402 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9486 members 
Mstep: Class 2 contains 19395 members 
Entering Unmasked Estep 
Score: -5803434.000000 Penalty: 5094.385742
	Iteration 19Q: 3 clusters Score -5803434 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9379 members 
Mstep: Class 2 contains 19502 members 
Entering Unmasked Estep 
Score: -5803459.500000 Penalty: 5094.385742
	Iteration 20F: 3 clusters Score -5803460 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 19595 members 
Entering Unmasked Estep 
Score: -5803467.000000 Penalty: 5094.385742
	Iteration 21Q: 3 clusters Score -5803467 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -5803467.000000 Penalty: 5094.385742
	Iteration 22Q: 3 clusters Score -5803467 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 19734 members 
Entering Unmasked Estep 
Score: -5803476.500000 Penalty: 5094.385742
	Iteration 23Q: 3 clusters Score -5803476 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9086 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -5803478.500000 Penalty: 5094.385742
	Iteration 24Q: 3 clusters Score -5803478 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9036 members 
Mstep: Class 2 contains 19845 members 
Entering Unmasked Estep 
Score: -5803488.500000 Penalty: 5094.385742
	Iteration 25Q: 3 clusters Score -5803488 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8993 members 
Mstep: Class 2 contains 19888 members 
Entering Unmasked Estep 
Score: -5803485.000000 Penalty: 5094.385742
	Iteration 26Q: 3 clusters Score -5803485 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8943 members 
Mstep: Class 2 contains 19938 members 
Entering Unmasked Estep 
Score: -5803481.500000 Penalty: 5094.385742
	Iteration 27Q: 3 clusters Score -5803482 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8886 members 
Mstep: Class 2 contains 19995 members 
Entering Unmasked Estep 
Score: -5803487.500000 Penalty: 5094.385742
	Iteration 28Q: 3 clusters Score -5803488 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8827 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -5803498.500000 Penalty: 5094.385742
	Iteration 29Q: 3 clusters Score -5803498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8766 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -5803504.500000 Penalty: 5094.385742
	Iteration 30Q: 3 clusters Score -5803504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 20180 members 
Entering Unmasked Estep 
Score: -5803504.000000 Penalty: 5094.385742
	Iteration 31Q: 3 clusters Score -5803504 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 20243 members 
Entering Unmasked Estep 
Score: -5803508.000000 Penalty: 5094.385742
	Iteration 32Q: 3 clusters Score -5803508 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8581 members 
Mstep: Class 2 contains 20300 members 
Entering Unmasked Estep 
Score: -5803491.500000 Penalty: 5094.385742
	Iteration 33Q: 3 clusters Score -5803492 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8513 members 
Mstep: Class 2 contains 20368 members 
Entering Unmasked Estep 
Score: -5803484.000000 Penalty: 5094.385742
	Iteration 34Q: 3 clusters Score -5803484 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 20445 members 
Entering Unmasked Estep 
Score: -5803482.000000 Penalty: 5094.385742
	Iteration 35Q: 3 clusters Score -5803482 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8367 members 
Mstep: Class 2 contains 20514 members 
Entering Unmasked Estep 
Score: -5803480.000000 Penalty: 5094.385742
	Iteration 36Q: 3 clusters Score -5803480 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8303 members 
Mstep: Class 2 contains 20578 members 
Entering Unmasked Estep 
Score: -5803462.500000 Penalty: 5094.385742
	Iteration 37Q: 3 clusters Score -5803462 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8245 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -5803458.500000 Penalty: 5094.385742
	Iteration 38Q: 3 clusters Score -5803458 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 20705 members 
Entering Unmasked Estep 
Score: -5803454.500000 Penalty: 5094.385742
	Iteration 39Q: 3 clusters Score -5803454 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 20764 members 
Entering Unmasked Estep 
Score: -5803452.000000 Penalty: 5094.385742
	Iteration 40F: 3 clusters Score -5803452 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8054 members 
Mstep: Class 2 contains 20827 members 
Entering Unmasked Estep 
Score: -5803460.500000 Penalty: 5094.385742
	Iteration 41Q: 3 clusters Score -5803460 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7968 members 
Mstep: Class 2 contains 20913 members 
Entering Unmasked Estep 
Score: -5803479.000000 Penalty: 5094.385742
	Iteration 42Q: 3 clusters Score -5803479 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7888 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5803472.000000 Penalty: 5094.385742
	Iteration 43Q: 3 clusters Score -5803472 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -5803494.000000 Penalty: 5094.385742
	Iteration 44Q: 3 clusters Score -5803494 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7686 members 
Mstep: Class 2 contains 21195 members 
Entering Unmasked Estep 
Score: -5803512.500000 Penalty: 5094.385742
	Iteration 45Q: 3 clusters Score -5803512 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7568 members 
Mstep: Class 2 contains 21313 members 
Entering Unmasked Estep 
Score: -5803515.500000 Penalty: 5094.385742
	Iteration 46Q: 3 clusters Score -5803516 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 21426 members 
Entering Unmasked Estep 
Score: -5803498.000000 Penalty: 5094.385742
	Iteration 47Q: 3 clusters Score -5803498 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7334 members 
Mstep: Class 2 contains 21547 members 
Entering Unmasked Estep 
Score: -5803482.500000 Penalty: 5094.385742
	Iteration 48Q: 3 clusters Score -5803482 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -5803474.000000 Penalty: 5094.385742
	Iteration 49Q: 3 clusters Score -5803474 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7055 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -5803459.500000 Penalty: 5094.385742
	Iteration 50Q: 3 clusters Score -5803460 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 21975 members 
Entering Unmasked Estep 
Score: -5803460.500000 Penalty: 5094.385742
	Iteration 51Q: 3 clusters Score -5803460 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6766 members 
Mstep: Class 2 contains 22115 members 
Entering Unmasked Estep 
Score: -5803426.000000 Penalty: 5094.385742
	Iteration 52Q: 3 clusters Score -5803426 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6630 members 
Mstep: Class 2 contains 22251 members 
Entering Unmasked Estep 
Score: -5803399.000000 Penalty: 5094.385742
	Iteration 53Q: 3 clusters Score -5803399 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 22414 members 
Entering Unmasked Estep 
Score: -5803396.500000 Penalty: 5094.385742
	Iteration 54Q: 3 clusters Score -5803396 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6305 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -5803363.000000 Penalty: 5094.385742
	Iteration 55Q: 3 clusters Score -5803363 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6129 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -5803346.500000 Penalty: 5094.385742
	Iteration 56Q: 3 clusters Score -5803346 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5937 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5803313.500000 Penalty: 5094.385742
	Iteration 57Q: 3 clusters Score -5803314 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 23139 members 
Entering Unmasked Estep 
Score: -5803298.500000 Penalty: 5094.385742
	Iteration 58Q: 3 clusters Score -5803298 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 23334 members 
Entering Unmasked Estep 
Score: -5803256.000000 Penalty: 5094.385742
	Iteration 59Q: 3 clusters Score -5803256 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5358 members 
Mstep: Class 2 contains 23523 members 
Entering Unmasked Estep 
Score: -5803207.000000 Penalty: 5094.385742
	Iteration 60F: 3 clusters Score -5803207 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5156 members 
Mstep: Class 2 contains 23725 members 
Entering Unmasked Estep 
Score: -5803208.500000 Penalty: 5094.385742
	Iteration 61Q: 3 clusters Score -5803208 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4961 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -5803187.500000 Penalty: 5094.385742
	Iteration 62Q: 3 clusters Score -5803188 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 24129 members 
Entering Unmasked Estep 
Score: -5803176.500000 Penalty: 5094.385742
	Iteration 63Q: 3 clusters Score -5803176 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 24323 members 
Entering Unmasked Estep 
Score: -5803110.500000 Penalty: 5094.385742
	Iteration 64Q: 3 clusters Score -5803110 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4380 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -5803062.500000 Penalty: 5094.385742
	Iteration 65Q: 3 clusters Score -5803062 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4214 members 
Mstep: Class 2 contains 24667 members 
Entering Unmasked Estep 
Score: -5803048.500000 Penalty: 5094.385742
	Iteration 66Q: 3 clusters Score -5803048 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 24812 members 
Entering Unmasked Estep 
Score: -5803030.500000 Penalty: 5094.385742
	Iteration 67Q: 3 clusters Score -5803030 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 24969 members 
Entering Unmasked Estep 
Score: -5803010.000000 Penalty: 5094.385742
	Iteration 68Q: 3 clusters Score -5803010 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 25139 members 
Entering Unmasked Estep 
Score: -5802982.500000 Penalty: 5094.385742
	Iteration 69Q: 3 clusters Score -5802982 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3585 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -5802936.000000 Penalty: 5094.385742
	Iteration 70Q: 3 clusters Score -5802936 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -5802895.000000 Penalty: 5094.385742
	Iteration 71Q: 3 clusters Score -5802895 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3255 members 
Mstep: Class 2 contains 25626 members 
Entering Unmasked Estep 
Score: -5802827.500000 Penalty: 5094.385742
	Iteration 72Q: 3 clusters Score -5802828 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -5802781.000000 Penalty: 5094.385742
	Iteration 73Q: 3 clusters Score -5802781 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2878 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -5802700.000000 Penalty: 5094.385742
	Iteration 74Q: 3 clusters Score -5802700 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 26170 members 
Entering Unmasked Estep 
Score: -5802643.000000 Penalty: 5094.385742
	Iteration 75Q: 3 clusters Score -5802643 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2548 members 
Mstep: Class 2 contains 26333 members 
Entering Unmasked Estep 
Score: -5802591.000000 Penalty: 5094.385742
	Iteration 76Q: 3 clusters Score -5802591 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2348 members 
Mstep: Class 2 contains 26533 members 
Entering Unmasked Estep 
Score: -5802519.500000 Penalty: 5094.385742
	Iteration 77Q: 3 clusters Score -5802520 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 26718 members 
Entering Unmasked Estep 
Score: -5802460.500000 Penalty: 5094.385742
	Iteration 78Q: 3 clusters Score -5802460 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -5802404.500000 Penalty: 5094.385742
	Iteration 79Q: 3 clusters Score -5802404 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1828 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -5802370.500000 Penalty: 5094.385742
	Iteration 80F: 3 clusters Score -5802370 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 27200 members 
Entering Unmasked Estep 
Score: -5802324.500000 Penalty: 5094.385742
	Iteration 81Q: 3 clusters Score -5802324 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 27331 members 
Entering Unmasked Estep 
Score: -5802313.000000 Penalty: 5094.385742
	Iteration 82Q: 3 clusters Score -5802313 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 27436 members 
Entering Unmasked Estep 
Score: -5802248.000000 Penalty: 5094.385742
	Iteration 83Q: 3 clusters Score -5802248 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -5802210.500000 Penalty: 5094.385742
	Iteration 84Q: 3 clusters Score -5802210 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1251 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -5802193.500000 Penalty: 5094.385742
	Iteration 85Q: 3 clusters Score -5802194 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 27701 members 
Entering Unmasked Estep 
Score: -5802170.000000 Penalty: 5094.385742
	Iteration 86Q: 3 clusters Score -5802170 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 27755 members 
Entering Unmasked Estep 
Score: -5802137.500000 Penalty: 5094.385742
	Iteration 87Q: 3 clusters Score -5802138 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -5802102.500000 Penalty: 5094.385742
	Iteration 88Q: 3 clusters Score -5802102 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1024 members 
Mstep: Class 2 contains 27857 members 
Entering Unmasked Estep 
Score: -5802085.000000 Penalty: 5094.385742
	Iteration 89Q: 3 clusters Score -5802085 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 27898 members 
Entering Unmasked Estep 
Score: -5802069.000000 Penalty: 5094.385742
	Iteration 90Q: 3 clusters Score -5802069 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 27934 members 
Entering Unmasked Estep 
Score: -5802055.500000 Penalty: 5094.385742
	Iteration 91Q: 3 clusters Score -5802056 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 910 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -5802049.500000 Penalty: 5094.385742
	Iteration 92Q: 3 clusters Score -5802050 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -5802022.000000 Penalty: 5094.385742
	Iteration 93Q: 3 clusters Score -5802022 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 28063 members 
Entering Unmasked Estep 
Score: -5802002.500000 Penalty: 5094.385742
	Iteration 94Q: 3 clusters Score -5802002 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 28094 members 
Entering Unmasked Estep 
Score: -5802001.500000 Penalty: 5094.385742
	Iteration 95Q: 3 clusters Score -5802002 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 28111 members 
Entering Unmasked Estep 
Score: -5801991.500000 Penalty: 5094.385742
	Iteration 96Q: 3 clusters Score -5801992 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 28130 members 
Entering Unmasked Estep 
Score: -5801991.500000 Penalty: 5094.385742
	Iteration 97Q: 3 clusters Score -5801992 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -5801994.500000 Penalty: 5094.385742
	Iteration 98Q: 3 clusters Score -5801994 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 28165 members 
Entering Unmasked Estep 
Score: -5801982.500000 Penalty: 5094.385742
	Iteration 99Q: 3 clusters Score -5801982 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 28183 members 
Entering Unmasked Estep 
Score: -5801973.500000 Penalty: 5094.385742
	Iteration 100F: 3 clusters Score -5801974 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 28196 members 
Entering Unmasked Estep 
Score: -5801968.000000 Penalty: 5094.385742
	Iteration 101Q: 3 clusters Score -5801968 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 28217 members 
Entering Unmasked Estep 
Score: -5801959.500000 Penalty: 5094.385742
	Iteration 102Q: 3 clusters Score -5801960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 28235 members 
Entering Unmasked Estep 
Score: -5801961.500000 Penalty: 5094.385742
	Iteration 103Q: 3 clusters Score -5801962 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -5801953.000000 Penalty: 5094.385742
	Iteration 104Q: 3 clusters Score -5801953 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 28255 members 
Entering Unmasked Estep 
Score: -5801952.000000 Penalty: 5094.385742
	Iteration 105Q: 3 clusters Score -5801952 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 28264 members 
Entering Unmasked Estep 
Score: -5801948.500000 Penalty: 5094.385742
	Iteration 106Q: 3 clusters Score -5801948 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 28274 members 
Entering Unmasked Estep 
Score: -5801939.500000 Penalty: 5094.385742
	Iteration 107Q: 3 clusters Score -5801940 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 28281 members 
Entering Unmasked Estep 
Score: -5801935.500000 Penalty: 5094.385742
	Iteration 108Q: 3 clusters Score -5801936 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -5801929.000000 Penalty: 5094.385742
	Iteration 109Q: 3 clusters Score -5801929 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -5801935.000000 Penalty: 5094.385742
	Iteration 110Q: 3 clusters Score -5801935 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 28303 members 
Entering Unmasked Estep 
Score: -5801926.000000 Penalty: 5094.385742
	Iteration 111Q: 3 clusters Score -5801926 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 28306 members 
Entering Unmasked Estep 
Score: -5801923.500000 Penalty: 5094.385742
	Iteration 112Q: 3 clusters Score -5801924 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -5801919.000000 Penalty: 5094.385742
	Iteration 113Q: 3 clusters Score -5801919 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 28319 members 
Entering Unmasked Estep 
Score: -5801920.500000 Penalty: 5094.385742
	Iteration 114Q: 3 clusters Score -5801920 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 28325 members 
Entering Unmasked Estep 
Score: -5801912.500000 Penalty: 5094.385742
	Iteration 115Q: 3 clusters Score -5801912 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 28329 members 
Entering Unmasked Estep 
Score: -5801916.000000 Penalty: 5094.385742
	Iteration 116Q: 3 clusters Score -5801916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 28332 members 
Entering Unmasked Estep 
Score: -5801910.500000 Penalty: 5094.385742
	Iteration 117Q: 3 clusters Score -5801910 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 28335 members 
Entering Unmasked Estep 
Score: -5801915.000000 Penalty: 5094.385742
	Iteration 118Q: 3 clusters Score -5801915 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 28339 members 
Entering Unmasked Estep 
Score: -5801906.500000 Penalty: 5094.385742
	Iteration 119Q: 3 clusters Score -5801906 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 28343 members 
Entering Unmasked Estep 
Score: -5801912.000000 Penalty: 5094.385742
	Iteration 120F: 3 clusters Score -5801912 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -5801911.500000 Penalty: 5094.385742
	Iteration 121Q: 3 clusters Score -5801912 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 28342 members 
Entering Unmasked Estep 
Score: -5801911.500000 Penalty: 5094.385742
	Iteration 122F: 3 clusters Score -5801912 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (10786 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10786 members 
Entering Unmasked Estep 
Score: -2050730.500000 Penalty: 2302.928955
	Iteration 0F: 2 clusters Score -2050730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5345 members 
Mstep: Class 2 contains 5441 members 
Entering Unmasked Estep 
Score: -2042503.625000 Penalty: 4605.857910
	Iteration 0F: 3 clusters Score -2042504 nChanged 4551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5294 members 
Mstep: Class 2 contains 5492 members 
Entering Unmasked Estep 
Score: -2044945.375000 Penalty: 4605.857910
	Iteration 1F: 3 clusters Score -2044945 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5227 members 
Mstep: Class 2 contains 5559 members 
Entering Unmasked Estep 
Score: -2045237.500000 Penalty: 4605.857910
	Iteration 2F: 3 clusters Score -2045238 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5159 members 
Mstep: Class 2 contains 5627 members 
Entering Unmasked Estep 
Score: -2045416.000000 Penalty: 4605.857910
	Iteration 3Q: 3 clusters Score -2045416 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5061 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -2045526.750000 Penalty: 4605.857910
	Iteration 4Q: 3 clusters Score -2045527 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 5877 members 
Entering Unmasked Estep 
Score: -2045647.875000 Penalty: 4605.857910
	Iteration 5Q: 3 clusters Score -2045648 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4730 members 
Mstep: Class 2 contains 6056 members 
Entering Unmasked Estep 
Score: -2045766.625000 Penalty: 4605.857910
	Iteration 6Q: 3 clusters Score -2045767 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
Score: -2045869.625000 Penalty: 4605.857910
	Iteration 7Q: 3 clusters Score -2045870 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4349 members 
Mstep: Class 2 contains 6437 members 
Entering Unmasked Estep 
Score: -2045974.125000 Penalty: 4605.857910
	Iteration 8Q: 3 clusters Score -2045974 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 6679 members 
Entering Unmasked Estep 
Score: -2046104.125000 Penalty: 4605.857910
	Iteration 9Q: 3 clusters Score -2046104 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3835 members 
Mstep: Class 2 contains 6951 members 
Entering Unmasked Estep 
Score: -2046235.375000 Penalty: 4605.857910
	Iteration 10Q: 3 clusters Score -2046235 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -2046413.125000 Penalty: 4605.857910
	Iteration 11Q: 3 clusters Score -2046413 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 7624 members 
Entering Unmasked Estep 
Score: -2046610.125000 Penalty: 4605.857910
	Iteration 12Q: 3 clusters Score -2046610 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 8014 members 
Entering Unmasked Estep 
Score: -2046862.125000 Penalty: 4605.857910
	Iteration 13Q: 3 clusters Score -2046862 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 8407 members 
Entering Unmasked Estep 
Score: -2047117.375000 Penalty: 4605.857910
	Iteration 14Q: 3 clusters Score -2047117 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 8821 members 
Entering Unmasked Estep 
Score: -2047397.875000 Penalty: 4605.857910
	Iteration 15Q: 3 clusters Score -2047398 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -2047677.875000 Penalty: 4605.857910
	Iteration 16Q: 3 clusters Score -2047678 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -2047936.875000 Penalty: 4605.857910
	Iteration 17Q: 3 clusters Score -2047937 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 9809 members 
Entering Unmasked Estep 
Score: -2048155.375000 Penalty: 4605.857910
	Iteration 18Q: 3 clusters Score -2048155 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 9987 members 
Entering Unmasked Estep 
Score: -2048304.750000 Penalty: 4605.857910
	Iteration 19Q: 3 clusters Score -2048305 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 10116 members 
Entering Unmasked Estep 
Score: -2048420.375000 Penalty: 4605.857910
	Iteration 20F: 3 clusters Score -2048420 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 10195 members 
Entering Unmasked Estep 
Score: -2048491.625000 Penalty: 4605.857910
	Iteration 21Q: 3 clusters Score -2048492 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 10250 members 
Entering Unmasked Estep 
Score: -2048548.250000 Penalty: 4605.857910
	Iteration 22Q: 3 clusters Score -2048548 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 10292 members 
Entering Unmasked Estep 
Score: -2048597.875000 Penalty: 4605.857910
	Iteration 23Q: 3 clusters Score -2048598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 10314 members 
Entering Unmasked Estep 
Score: -2048635.875000 Penalty: 4605.857910
	Iteration 24Q: 3 clusters Score -2048636 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 10336 members 
Entering Unmasked Estep 
Score: -2048657.875000 Penalty: 4605.857910
	Iteration 25Q: 3 clusters Score -2048658 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -2048675.125000 Penalty: 4605.857910
	Iteration 26Q: 3 clusters Score -2048675 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -2048691.125000 Penalty: 4605.857910
	Iteration 27Q: 3 clusters Score -2048691 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 10376 members 
Entering Unmasked Estep 
Score: -2048707.500000 Penalty: 4605.857910
	Iteration 28Q: 3 clusters Score -2048708 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 10388 members 
Entering Unmasked Estep 
Score: -2048721.000000 Penalty: 4605.857910
	Iteration 29Q: 3 clusters Score -2048721 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -2048730.375000 Penalty: 4605.857910
	Iteration 30Q: 3 clusters Score -2048730 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10402 members 
Entering Unmasked Estep 
Score: -2048736.000000 Penalty: 4605.857910
	Iteration 31Q: 3 clusters Score -2048736 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -2048741.000000 Penalty: 4605.857910
	Iteration 32Q: 3 clusters Score -2048741 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -2048742.875000 Penalty: 4605.857910
	Iteration 33Q: 3 clusters Score -2048743 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 10406 members 
Entering Unmasked Estep 
Score: -2048743.875000 Penalty: 4605.857910
	Iteration 34Q: 3 clusters Score -2048744 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2048748.875000 Penalty: 4605.857910
	Iteration 35Q: 3 clusters Score -2048749 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 10409 members 
Entering Unmasked Estep 
Score: -2048748.875000 Penalty: 4605.857910
	Iteration 36F: 3 clusters Score -2048749 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -172920.156250 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -172920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -170951.734375 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -170951.7 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -171280.750000 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -171280.8 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -171401.187500 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -171401.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -171485.875000 Penalty: 3449.973877
	Iteration 3Q: 3 clusters Score -171485.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -171544.359375 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -171544.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -171587.062500 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -171587.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -171631.625000 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -171631.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -171691.437500 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -171691.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -171717.703125 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -171717.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -171735.828125 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -171735.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -171763.875000 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -171763.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -171781.781250 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -171781.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -171800.453125 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -171800.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -171810.781250 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -171810.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -171817.093750 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -171817.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -171824.062500 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -171824.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -171831.421875 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -171831.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -171832.859375 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -171832.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -171836.140625 Penalty: 3449.973877
	Iteration 18Q: 3 clusters Score -171836.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -171837.546875 Penalty: 3449.973877
	Iteration 19Q: 3 clusters Score -171837.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -171837.625000 Penalty: 3449.973877
	Iteration 20F: 3 clusters Score -171837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -171848.312500 Penalty: 3449.973877
	Iteration 21Q: 3 clusters Score -171848.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -171850.281250 Penalty: 3449.973877
	Iteration 22F: 3 clusters Score -171850.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -171859.953125 Penalty: 3449.973877
	Iteration 23Q: 3 clusters Score -171860 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -171864.968750 Penalty: 3449.973877
	Iteration 24Q: 3 clusters Score -171865 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -171870.890625 Penalty: 3449.973877
	Iteration 25Q: 3 clusters Score -171870.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -171874.656250 Penalty: 3449.973877
	Iteration 26Q: 3 clusters Score -171874.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -171876.546875 Penalty: 3449.973877
	Iteration 27Q: 3 clusters Score -171876.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -171877.796875 Penalty: 3449.973877
	Iteration 28Q: 3 clusters Score -171877.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -171878.750000 Penalty: 3449.973877
	Iteration 29Q: 3 clusters Score -171878.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -171879.484375 Penalty: 3449.973877
	Iteration 30Q: 3 clusters Score -171879.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -171879.484375 Penalty: 3449.973877
	Iteration 31F: 3 clusters Score -171879.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (40445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40445 members 
Entering Unmasked Estep 
Score: -7591768.500000 Penalty: 2630.709229
	Iteration 0F: 2 clusters Score -7591768 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20330 members 
Mstep: Class 2 contains 20115 members 
Entering Unmasked Estep 
Score: -7565002.500000 Penalty: 5261.418457
	Iteration 0F: 3 clusters Score -7565002 nChanged 18489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21187 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -7575189.000000 Penalty: 5261.418457
	Iteration 1F: 3 clusters Score -7575189 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21726 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -7575919.500000 Penalty: 5261.418457
	Iteration 2Q: 3 clusters Score -7575920 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 18008 members 
Entering Unmasked Estep 
Score: -7576616.500000 Penalty: 5261.418457
	Iteration 3Q: 3 clusters Score -7576616 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23292 members 
Mstep: Class 2 contains 17153 members 
Entering Unmasked Estep 
Score: -7577348.000000 Penalty: 5261.418457
	Iteration 4Q: 3 clusters Score -7577348 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24335 members 
Mstep: Class 2 contains 16110 members 
Entering Unmasked Estep 
Score: -7578187.000000 Penalty: 5261.418457
	Iteration 5Q: 3 clusters Score -7578187 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25588 members 
Mstep: Class 2 contains 14857 members 
Entering Unmasked Estep 
Score: -7579191.500000 Penalty: 5261.418457
	Iteration 6Q: 3 clusters Score -7579192 nChanged 1943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26945 members 
Mstep: Class 2 contains 13500 members 
Entering Unmasked Estep 
Score: -7580416.500000 Penalty: 5261.418457
	Iteration 7Q: 3 clusters Score -7580416 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28378 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -7581877.000000 Penalty: 5261.418457
	Iteration 8Q: 3 clusters Score -7581877 nChanged 1935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29581 members 
Mstep: Class 2 contains 10864 members 
Entering Unmasked Estep 
Score: -7583225.500000 Penalty: 5261.418457
	Iteration 9Q: 3 clusters Score -7583226 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30496 members 
Mstep: Class 2 contains 9949 members 
Entering Unmasked Estep 
Score: -7584347.000000 Penalty: 5261.418457
	Iteration 10Q: 3 clusters Score -7584347 nChanged 1424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31250 members 
Mstep: Class 2 contains 9195 members 
Entering Unmasked Estep 
Score: -7585142.500000 Penalty: 5261.418457
	Iteration 11Q: 3 clusters Score -7585142 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 8603 members 
Entering Unmasked Estep 
Score: -7585575.000000 Penalty: 5261.418457
	Iteration 12Q: 3 clusters Score -7585575 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32345 members 
Mstep: Class 2 contains 8100 members 
Entering Unmasked Estep 
Score: -7585870.000000 Penalty: 5261.418457
	Iteration 13Q: 3 clusters Score -7585870 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32841 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
Score: -7586122.000000 Penalty: 5261.418457
	Iteration 14Q: 3 clusters Score -7586122 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33316 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -7586359.000000 Penalty: 5261.418457
	Iteration 15Q: 3 clusters Score -7586359 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33784 members 
Mstep: Class 2 contains 6661 members 
Entering Unmasked Estep 
Score: -7586581.000000 Penalty: 5261.418457
	Iteration 16Q: 3 clusters Score -7586581 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34245 members 
Mstep: Class 2 contains 6200 members 
Entering Unmasked Estep 
Score: -7586804.500000 Penalty: 5261.418457
	Iteration 17Q: 3 clusters Score -7586804 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34703 members 
Mstep: Class 2 contains 5742 members 
Entering Unmasked Estep 
Score: -7587007.500000 Penalty: 5261.418457
	Iteration 18Q: 3 clusters Score -7587008 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35105 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -7587176.000000 Penalty: 5261.418457
	Iteration 19Q: 3 clusters Score -7587176 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35443 members 
Mstep: Class 2 contains 5002 members 
Entering Unmasked Estep 
Score: -7587306.000000 Penalty: 5261.418457
	Iteration 20F: 3 clusters Score -7587306 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35751 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -7587425.000000 Penalty: 5261.418457
	Iteration 21Q: 3 clusters Score -7587425 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36053 members 
Mstep: Class 2 contains 4392 members 
Entering Unmasked Estep 
Score: -7587547.500000 Penalty: 5261.418457
	Iteration 22Q: 3 clusters Score -7587548 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36321 members 
Mstep: Class 2 contains 4124 members 
Entering Unmasked Estep 
Score: -7587688.000000 Penalty: 5261.418457
	Iteration 23Q: 3 clusters Score -7587688 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36577 members 
Mstep: Class 2 contains 3868 members 
Entering Unmasked Estep 
Score: -7587796.500000 Penalty: 5261.418457
	Iteration 24Q: 3 clusters Score -7587796 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36828 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -7587925.000000 Penalty: 5261.418457
	Iteration 25Q: 3 clusters Score -7587925 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37070 members 
Mstep: Class 2 contains 3375 members 
Entering Unmasked Estep 
Score: -7588029.000000 Penalty: 5261.418457
	Iteration 26Q: 3 clusters Score -7588029 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37309 members 
Mstep: Class 2 contains 3136 members 
Entering Unmasked Estep 
Score: -7588146.500000 Penalty: 5261.418457
	Iteration 27Q: 3 clusters Score -7588146 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -7588246.000000 Penalty: 5261.418457
	Iteration 28Q: 3 clusters Score -7588246 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37776 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -7588335.500000 Penalty: 5261.418457
	Iteration 29Q: 3 clusters Score -7588336 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37957 members 
Mstep: Class 2 contains 2488 members 
Entering Unmasked Estep 
Score: -7588411.000000 Penalty: 5261.418457
	Iteration 30Q: 3 clusters Score -7588411 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -7588478.500000 Penalty: 5261.418457
	Iteration 31Q: 3 clusters Score -7588478 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38293 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -7588554.500000 Penalty: 5261.418457
	Iteration 32Q: 3 clusters Score -7588554 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38445 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -7588653.000000 Penalty: 5261.418457
	Iteration 33Q: 3 clusters Score -7588653 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38587 members 
Mstep: Class 2 contains 1858 members 
Entering Unmasked Estep 
Score: -7588738.500000 Penalty: 5261.418457
	Iteration 34Q: 3 clusters Score -7588738 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38708 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -7588809.000000 Penalty: 5261.418457
	Iteration 35Q: 3 clusters Score -7588809 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38806 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -7588880.500000 Penalty: 5261.418457
	Iteration 36Q: 3 clusters Score -7588880 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38900 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -7588913.000000 Penalty: 5261.418457
	Iteration 37Q: 3 clusters Score -7588913 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38999 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -7588968.000000 Penalty: 5261.418457
	Iteration 38Q: 3 clusters Score -7588968 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 1355 members 
Entering Unmasked Estep 
Score: -7589024.000000 Penalty: 5261.418457
	Iteration 39Q: 3 clusters Score -7589024 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39175 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7589087.500000 Penalty: 5261.418457
	Iteration 40F: 3 clusters Score -7589088 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39246 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -7589120.000000 Penalty: 5261.418457
	Iteration 41Q: 3 clusters Score -7589120 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -7589174.500000 Penalty: 5261.418457
	Iteration 42Q: 3 clusters Score -7589174 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39349 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -7589207.500000 Penalty: 5261.418457
	Iteration 43Q: 3 clusters Score -7589208 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39395 members 
Mstep: Class 2 contains 1050 members 
Entering Unmasked Estep 
Score: -7589223.000000 Penalty: 5261.418457
	Iteration 44Q: 3 clusters Score -7589223 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39429 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -7589239.500000 Penalty: 5261.418457
	Iteration 45Q: 3 clusters Score -7589240 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39450 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7589252.500000 Penalty: 5261.418457
	Iteration 46Q: 3 clusters Score -7589252 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -7589280.000000 Penalty: 5261.418457
	Iteration 47Q: 3 clusters Score -7589280 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39491 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -7589291.500000 Penalty: 5261.418457
	Iteration 48Q: 3 clusters Score -7589292 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 932 members 
Entering Unmasked Estep 
Score: -7589305.000000 Penalty: 5261.418457
	Iteration 49Q: 3 clusters Score -7589305 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39540 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -7589316.000000 Penalty: 5261.418457
	Iteration 50Q: 3 clusters Score -7589316 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39554 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -7589322.000000 Penalty: 5261.418457
	Iteration 51Q: 3 clusters Score -7589322 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39571 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -7589339.000000 Penalty: 5261.418457
	Iteration 52Q: 3 clusters Score -7589339 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39585 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -7589341.500000 Penalty: 5261.418457
	Iteration 53Q: 3 clusters Score -7589342 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39597 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -7589352.000000 Penalty: 5261.418457
	Iteration 54Q: 3 clusters Score -7589352 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39613 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -7589363.500000 Penalty: 5261.418457
	Iteration 55Q: 3 clusters Score -7589364 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39625 members 
Mstep: Class 2 contains 820 members 
Entering Unmasked Estep 
Score: -7589380.500000 Penalty: 5261.418457
	Iteration 56Q: 3 clusters Score -7589380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39632 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -7589381.000000 Penalty: 5261.418457
	Iteration 57Q: 3 clusters Score -7589381 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39641 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -7589393.500000 Penalty: 5261.418457
	Iteration 58Q: 3 clusters Score -7589394 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39650 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7589395.000000 Penalty: 5261.418457
	Iteration 59Q: 3 clusters Score -7589395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7589400.000000 Penalty: 5261.418457
	Iteration 60F: 3 clusters Score -7589400 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39659 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -7589414.000000 Penalty: 5261.418457
	Iteration 61Q: 3 clusters Score -7589414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39665 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -7589417.500000 Penalty: 5261.418457
	Iteration 62Q: 3 clusters Score -7589418 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39673 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -7589422.500000 Penalty: 5261.418457
	Iteration 63Q: 3 clusters Score -7589422 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39682 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -7589423.500000 Penalty: 5261.418457
	Iteration 64Q: 3 clusters Score -7589424 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39688 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -7589432.500000 Penalty: 5261.418457
	Iteration 65Q: 3 clusters Score -7589432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39691 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -7589428.000000 Penalty: 5261.418457
	Iteration 66Q: 3 clusters Score -7589428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39693 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -7589443.000000 Penalty: 5261.418457
	Iteration 67Q: 3 clusters Score -7589443 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39695 members 
Mstep: Class 2 contains 750 members 
Entering Unmasked Estep 
Score: -7589438.500000 Penalty: 5261.418457
	Iteration 68Q: 3 clusters Score -7589438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39699 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7589438.000000 Penalty: 5261.418457
	Iteration 69Q: 3 clusters Score -7589438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39704 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -7589442.500000 Penalty: 5261.418457
	Iteration 70Q: 3 clusters Score -7589442 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39706 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -7589445.000000 Penalty: 5261.418457
	Iteration 71Q: 3 clusters Score -7589445 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7589449.500000 Penalty: 5261.418457
	Iteration 72Q: 3 clusters Score -7589450 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39707 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -7589446.000000 Penalty: 5261.418457
	Iteration 73Q: 3 clusters Score -7589446 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39708 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -7589447.500000 Penalty: 5261.418457
	Iteration 74Q: 3 clusters Score -7589448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39711 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7589448.000000 Penalty: 5261.418457
	Iteration 75Q: 3 clusters Score -7589448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -7589448.000000 Penalty: 5261.418457
	Iteration 76Q: 3 clusters Score -7589448 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39716 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -7589451.500000 Penalty: 5261.418457
	Iteration 77Q: 3 clusters Score -7589452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7589454.500000 Penalty: 5261.418457
	Iteration 78Q: 3 clusters Score -7589454 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39717 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -7589454.500000 Penalty: 5261.418457
	Iteration 79F: 3 clusters Score -7589454 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Entering Unmasked Estep 
Score: -1125753.125000 Penalty: 2169.106689
	Iteration 0F: 2 clusters Score -1125753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3091 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -1120395.250000 Penalty: 4338.213379
	Iteration 0F: 3 clusters Score -1120395 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 3312 members 
Entering Unmasked Estep 
Score: -1121917.750000 Penalty: 4338.213379
	Iteration 1F: 3 clusters Score -1121918 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2941 members 
Mstep: Class 2 contains 3347 members 
Entering Unmasked Estep 
Score: -1122201.250000 Penalty: 4338.213379
	Iteration 2F: 3 clusters Score -1122201 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 3399 members 
Entering Unmasked Estep 
Score: -1122392.375000 Penalty: 4338.213379
	Iteration 3F: 3 clusters Score -1122392 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2827 members 
Mstep: Class 2 contains 3461 members 
Entering Unmasked Estep 
Score: -1122558.000000 Penalty: 4338.213379
	Iteration 4Q: 3 clusters Score -1122558 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 3519 members 
Entering Unmasked Estep 
Score: -1122681.000000 Penalty: 4338.213379
	Iteration 5Q: 3 clusters Score -1122681 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 3555 members 
Entering Unmasked Estep 
Score: -1122778.625000 Penalty: 4338.213379
	Iteration 6Q: 3 clusters Score -1122779 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 3586 members 
Entering Unmasked Estep 
Score: -1122853.625000 Penalty: 4338.213379
	Iteration 7Q: 3 clusters Score -1122854 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 3608 members 
Entering Unmasked Estep 
Score: -1122937.250000 Penalty: 4338.213379
	Iteration 8Q: 3 clusters Score -1122937 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2659 members 
Mstep: Class 2 contains 3629 members 
Entering Unmasked Estep 
Score: -1123017.875000 Penalty: 4338.213379
	Iteration 9Q: 3 clusters Score -1123018 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 3649 members 
Entering Unmasked Estep 
Score: -1123074.125000 Penalty: 4338.213379
	Iteration 10Q: 3 clusters Score -1123074 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 3679 members 
Entering Unmasked Estep 
Score: -1123123.500000 Penalty: 4338.213379
	Iteration 11Q: 3 clusters Score -1123124 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 3715 members 
Entering Unmasked Estep 
Score: -1123164.250000 Penalty: 4338.213379
	Iteration 12Q: 3 clusters Score -1123164 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -1123203.750000 Penalty: 4338.213379
	Iteration 13Q: 3 clusters Score -1123204 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 3803 members 
Entering Unmasked Estep 
Score: -1123246.625000 Penalty: 4338.213379
	Iteration 14Q: 3 clusters Score -1123247 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2450 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -1123281.125000 Penalty: 4338.213379
	Iteration 15Q: 3 clusters Score -1123281 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3885 members 
Entering Unmasked Estep 
Score: -1123311.375000 Penalty: 4338.213379
	Iteration 16Q: 3 clusters Score -1123311 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -1123348.750000 Penalty: 4338.213379
	Iteration 17Q: 3 clusters Score -1123349 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2326 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1123384.875000 Penalty: 4338.213379
	Iteration 18Q: 3 clusters Score -1123385 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2282 members 
Mstep: Class 2 contains 4006 members 
Entering Unmasked Estep 
Score: -1123415.500000 Penalty: 4338.213379
	Iteration 19Q: 3 clusters Score -1123416 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 4058 members 
Entering Unmasked Estep 
Score: -1123445.125000 Penalty: 4338.213379
	Iteration 20F: 3 clusters Score -1123445 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1123484.625000 Penalty: 4338.213379
	Iteration 21Q: 3 clusters Score -1123485 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 4191 members 
Entering Unmasked Estep 
Score: -1123527.125000 Penalty: 4338.213379
	Iteration 22Q: 3 clusters Score -1123527 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1123568.250000 Penalty: 4338.213379
	Iteration 23Q: 3 clusters Score -1123568 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1123607.250000 Penalty: 4338.213379
	Iteration 24Q: 3 clusters Score -1123607 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1920 members 
Mstep: Class 2 contains 4368 members 
Entering Unmasked Estep 
Score: -1123647.625000 Penalty: 4338.213379
	Iteration 25Q: 3 clusters Score -1123648 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1867 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1123693.000000 Penalty: 4338.213379
	Iteration 26Q: 3 clusters Score -1123693 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 4492 members 
Entering Unmasked Estep 
Score: -1123763.375000 Penalty: 4338.213379
	Iteration 27Q: 3 clusters Score -1123763 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1722 members 
Mstep: Class 2 contains 4566 members 
Entering Unmasked Estep 
Score: -1123847.125000 Penalty: 4338.213379
	Iteration 28Q: 3 clusters Score -1123847 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4640 members 
Entering Unmasked Estep 
Score: -1123923.875000 Penalty: 4338.213379
	Iteration 29Q: 3 clusters Score -1123924 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 4710 members 
Entering Unmasked Estep 
Score: -1124004.500000 Penalty: 4338.213379
	Iteration 30Q: 3 clusters Score -1124004 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 4777 members 
Entering Unmasked Estep 
Score: -1124084.125000 Penalty: 4338.213379
	Iteration 31Q: 3 clusters Score -1124084 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1124149.625000 Penalty: 4338.213379
	Iteration 32Q: 3 clusters Score -1124150 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 4893 members 
Entering Unmasked Estep 
Score: -1124210.750000 Penalty: 4338.213379
	Iteration 33Q: 3 clusters Score -1124211 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -1124254.625000 Penalty: 4338.213379
	Iteration 34Q: 3 clusters Score -1124255 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 4966 members 
Entering Unmasked Estep 
Score: -1124288.250000 Penalty: 4338.213379
	Iteration 35Q: 3 clusters Score -1124288 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 4997 members 
Entering Unmasked Estep 
Score: -1124322.250000 Penalty: 4338.213379
	Iteration 36Q: 3 clusters Score -1124322 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5016 members 
Entering Unmasked Estep 
Score: -1124350.250000 Penalty: 4338.213379
	Iteration 37Q: 3 clusters Score -1124350 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1254 members 
Mstep: Class 2 contains 5034 members 
Entering Unmasked Estep 
Score: -1124367.500000 Penalty: 4338.213379
	Iteration 38Q: 3 clusters Score -1124368 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -1124381.250000 Penalty: 4338.213379
	Iteration 39Q: 3 clusters Score -1124381 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 5051 members 
Entering Unmasked Estep 
Score: -1124389.250000 Penalty: 4338.213379
	Iteration 40F: 3 clusters Score -1124389 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1124397.000000 Penalty: 4338.213379
	Iteration 41Q: 3 clusters Score -1124397 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 5059 members 
Entering Unmasked Estep 
Score: -1124400.875000 Penalty: 4338.213379
	Iteration 42Q: 3 clusters Score -1124401 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1224 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -1124404.250000 Penalty: 4338.213379
	Iteration 43Q: 3 clusters Score -1124404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 5066 members 
Entering Unmasked Estep 
Score: -1124404.250000 Penalty: 4338.213379
	Iteration 44Q: 3 clusters Score -1124404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1124406.375000 Penalty: 4338.213379
	Iteration 45Q: 3 clusters Score -1124406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 5069 members 
Entering Unmasked Estep 
Score: -1124406.375000 Penalty: 4338.213379
	Iteration 46F: 3 clusters Score -1124406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5364 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5364 members 
Entering Unmasked Estep 
Score: -936423.937500 Penalty: 2129.691406
	Iteration 0F: 2 clusters Score -936423.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2691 members 
Mstep: Class 2 contains 2673 members 
Entering Unmasked Estep 
Score: -931702.000000 Penalty: 4259.382812
	Iteration 0F: 3 clusters Score -931702 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -932917.937500 Penalty: 4259.382812
	Iteration 1F: 3 clusters Score -932917.9 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2731 members 
Mstep: Class 2 contains 2633 members 
Entering Unmasked Estep 
Score: -933176.812500 Penalty: 4259.382812
	Iteration 2F: 3 clusters Score -933176.8 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 2637 members 
Entering Unmasked Estep 
Score: -933367.437500 Penalty: 4259.382812
	Iteration 3F: 3 clusters Score -933367.4 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2720 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -933547.625000 Penalty: 4259.382812
	Iteration 4Q: 3 clusters Score -933547.6 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2705 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -933783.000000 Penalty: 4259.382812
	Iteration 5Q: 3 clusters Score -933783 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2693 members 
Entering Unmasked Estep 
Score: -934075.187500 Penalty: 4259.382812
	Iteration 6Q: 3 clusters Score -934075.2 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2757 members 
Entering Unmasked Estep 
Score: -934398.937500 Penalty: 4259.382812
	Iteration 7F: 3 clusters Score -934398.9 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2511 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -934704.687500 Penalty: 4259.382812
	Iteration 8F: 3 clusters Score -934704.7 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 2963 members 
Entering Unmasked Estep 
Score: -935008.437500 Penalty: 4259.382812
	Iteration 9F: 3 clusters Score -935008.4 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2285 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -935205.562500 Penalty: 4259.382812
	Iteration 10Q: 3 clusters Score -935205.6 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2172 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -935330.937500 Penalty: 4259.382812
	Iteration 11Q: 3 clusters Score -935330.9 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -935417.187500 Penalty: 4259.382812
	Iteration 12Q: 3 clusters Score -935417.2 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3346 members 
Entering Unmasked Estep 
Score: -935472.187500 Penalty: 4259.382812
	Iteration 13Q: 3 clusters Score -935472.2 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -935518.750000 Penalty: 4259.382812
	Iteration 14Q: 3 clusters Score -935518.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -935567.187500 Penalty: 4259.382812
	Iteration 15Q: 3 clusters Score -935567.2 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 3494 members 
Entering Unmasked Estep 
Score: -935606.562500 Penalty: 4259.382812
	Iteration 16Q: 3 clusters Score -935606.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 3541 members 
Entering Unmasked Estep 
Score: -935638.125000 Penalty: 4259.382812
	Iteration 17Q: 3 clusters Score -935638.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -935658.250000 Penalty: 4259.382812
	Iteration 18Q: 3 clusters Score -935658.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1749 members 
Mstep: Class 2 contains 3615 members 
Entering Unmasked Estep 
Score: -935678.375000 Penalty: 4259.382812
	Iteration 19Q: 3 clusters Score -935678.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 3650 members 
Entering Unmasked Estep 
Score: -935698.937500 Penalty: 4259.382812
	Iteration 20F: 3 clusters Score -935698.9 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 3678 members 
Entering Unmasked Estep 
Score: -935711.687500 Penalty: 4259.382812
	Iteration 21Q: 3 clusters Score -935711.7 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1672 members 
Mstep: Class 2 contains 3692 members 
Entering Unmasked Estep 
Score: -935723.062500 Penalty: 4259.382812
	Iteration 22Q: 3 clusters Score -935723.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1660 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -935730.375000 Penalty: 4259.382812
	Iteration 23Q: 3 clusters Score -935730.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1646 members 
Mstep: Class 2 contains 3718 members 
Entering Unmasked Estep 
Score: -935735.062500 Penalty: 4259.382812
	Iteration 24Q: 3 clusters Score -935735.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 3727 members 
Entering Unmasked Estep 
Score: -935745.187500 Penalty: 4259.382812
	Iteration 25Q: 3 clusters Score -935745.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -935752.062500 Penalty: 4259.382812
	Iteration 26Q: 3 clusters Score -935752.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1605 members 
Mstep: Class 2 contains 3759 members 
Entering Unmasked Estep 
Score: -935763.000000 Penalty: 4259.382812
	Iteration 27Q: 3 clusters Score -935763 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 3774 members 
Entering Unmasked Estep 
Score: -935772.687500 Penalty: 4259.382812
	Iteration 28Q: 3 clusters Score -935772.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 3785 members 
Entering Unmasked Estep 
Score: -935779.250000 Penalty: 4259.382812
	Iteration 29Q: 3 clusters Score -935779.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -935783.750000 Penalty: 4259.382812
	Iteration 30Q: 3 clusters Score -935783.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 3811 members 
Entering Unmasked Estep 
Score: -935789.687500 Penalty: 4259.382812
	Iteration 31Q: 3 clusters Score -935789.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1541 members 
Mstep: Class 2 contains 3823 members 
Entering Unmasked Estep 
Score: -935795.562500 Penalty: 4259.382812
	Iteration 32Q: 3 clusters Score -935795.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1535 members 
Mstep: Class 2 contains 3829 members 
Entering Unmasked Estep 
Score: -935796.812500 Penalty: 4259.382812
	Iteration 33Q: 3 clusters Score -935796.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 3834 members 
Entering Unmasked Estep 
Score: -935797.125000 Penalty: 4259.382812
	Iteration 34Q: 3 clusters Score -935797.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1526 members 
Mstep: Class 2 contains 3838 members 
Entering Unmasked Estep 
Score: -935800.625000 Penalty: 4259.382812
	Iteration 35Q: 3 clusters Score -935800.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 3843 members 
Entering Unmasked Estep 
Score: -935802.312500 Penalty: 4259.382812
	Iteration 36Q: 3 clusters Score -935802.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 3846 members 
Entering Unmasked Estep 
Score: -935803.187500 Penalty: 4259.382812
	Iteration 37Q: 3 clusters Score -935803.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -935804.312500 Penalty: 4259.382812
	Iteration 38Q: 3 clusters Score -935804.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1515 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -935804.312500 Penalty: 4259.382812
	Iteration 39F: 3 clusters Score -935804.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -25375.292969 Penalty: 1301.261963
	Iteration 0F: 2 clusters Score -25375.29 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -24719.572266 Penalty: 2602.523926
	Iteration 0F: 3 clusters Score -24719.57 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -24940.525391 Penalty: 2602.523926
	Iteration 1F: 3 clusters Score -24940.53 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 124 members 
Mstep: Class 2 contains 66 members 
Entering Unmasked Estep 
Score: -25010.369141 Penalty: 2602.523926
	Iteration 2F: 3 clusters Score -25010.37 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -25027.533203 Penalty: 2602.523926
	Iteration 3Q: 3 clusters Score -25027.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -25034.914062 Penalty: 2602.523926
	Iteration 4Q: 3 clusters Score -25034.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -25036.812500 Penalty: 2602.523926
	Iteration 5Q: 3 clusters Score -25036.81 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -25036.812500 Penalty: 2602.523926
	Iteration 6F: 3 clusters Score -25036.81 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (38144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38144 members 
Entering Unmasked Estep 
Score: -7294042.000000 Penalty: 2616.182617
	Iteration 0F: 2 clusters Score -7294042 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19057 members 
Mstep: Class 2 contains 19087 members 
Entering Unmasked Estep 
Score: -7269300.500000 Penalty: 5232.365234
	Iteration 0F: 3 clusters Score -7269300 nChanged 17485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18626 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -7278822.500000 Penalty: 5232.365234
	Iteration 1F: 3 clusters Score -7278822 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 19710 members 
Entering Unmasked Estep 
Score: -7279306.500000 Penalty: 5232.365234
	Iteration 2Q: 3 clusters Score -7279306 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18244 members 
Mstep: Class 2 contains 19900 members 
Entering Unmasked Estep 
Score: -7279826.000000 Penalty: 5232.365234
	Iteration 3Q: 3 clusters Score -7279826 nChanged 1487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17955 members 
Mstep: Class 2 contains 20189 members 
Entering Unmasked Estep 
Score: -7280286.500000 Penalty: 5232.365234
	Iteration 4Q: 3 clusters Score -7280286 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17605 members 
Mstep: Class 2 contains 20539 members 
Entering Unmasked Estep 
Score: -7280822.500000 Penalty: 5232.365234
	Iteration 5Q: 3 clusters Score -7280822 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 20980 members 
Entering Unmasked Estep 
Score: -7281504.500000 Penalty: 5232.365234
	Iteration 6Q: 3 clusters Score -7281504 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -7282495.000000 Penalty: 5232.365234
	Iteration 7Q: 3 clusters Score -7282495 nChanged 1905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16161 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -7283725.000000 Penalty: 5232.365234
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15644 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 15064 members 
Mstep: Class 2 contains 23080 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7287818 nChanged 1211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14833 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14647 members 
Mstep: Class 2 contains 23497 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -7288744 nChanged 711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 14466 members 
Mstep: Class 2 contains 23678 members 
Entering Unmasked Estep 
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	Iteration 14Q: 3 clusters Score -7289068 nChanged 665
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Mstep: Class 1 contains 14279 members 
Mstep: Class 2 contains 23865 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 14070 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
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	Iteration 16Q: 3 clusters Score -7289622 nChanged 560
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Mstep: Class 1 contains 13898 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 24407 members 
Entering Unmasked Estep 
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	Iteration 18Q: 3 clusters Score -7289940 nChanged 421
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Mstep: Class 1 contains 13590 members 
Mstep: Class 2 contains 24554 members 
Entering Unmasked Estep 
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	Iteration 19Q: 3 clusters Score -7290034 nChanged 359
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Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 24659 members 
Entering Unmasked Estep 
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	Iteration 20F: 3 clusters Score -7290157 nChanged 311
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Mstep: Class 1 contains 13374 members 
Mstep: Class 2 contains 24770 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13272 members 
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	Iteration 22Q: 3 clusters Score -7290280 nChanged 242
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Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 25041 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 13044 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12972 members 
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Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7290377 nChanged 125
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Mstep: Class 1 contains 12899 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7290397 nChanged 135
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Mstep: Class 1 contains 12830 members 
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	Iteration 28Q: 3 clusters Score -7290440 nChanged 126
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Mstep: Class 1 contains 12770 members 
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	Iteration 29Q: 3 clusters Score -7290465 nChanged 122
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Mstep: Class 1 contains 12698 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7290478 nChanged 103
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Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7290507 nChanged 96
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Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7290482 nChanged 90
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	Iteration 33Q: 3 clusters Score -7290500 nChanged 82
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Mstep: Class 1 contains 12419 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7290516 nChanged 63
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Mstep: Class 1 contains 12366 members 
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	Iteration 35Q: 3 clusters Score -7290508 nChanged 46
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7290518 nChanged 39
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	Iteration 37Q: 3 clusters Score -7290517 nChanged 33
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -7290521 nChanged 30
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	Iteration 40F: 3 clusters Score -7290528 nChanged 26
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Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 25969 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7290532 nChanged 30
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	Iteration 42Q: 3 clusters Score -7290539 nChanged 19
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Entering Unmasked Estep 
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Mstep: Class 1 contains 12110 members 
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	Iteration 44Q: 3 clusters Score -7290530 nChanged 19
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Mstep: Class 1 contains 12091 members 
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Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7290538 nChanged 26
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Mstep: Class 1 contains 12065 members 
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	Iteration 46Q: 3 clusters Score -7290552 nChanged 23
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Mstep: Class 1 contains 12042 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7290554 nChanged 28
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Mstep: Class 1 contains 12014 members 
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	Iteration 48Q: 3 clusters Score -7290553 nChanged 17
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Mstep: Class 2 contains 26147 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7290551 nChanged 19
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Mstep: Class 1 contains 11978 members 
Mstep: Class 2 contains 26166 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7290558 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 26181 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7290540 nChanged 19
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Mstep: Class 1 contains 11944 members 
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Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7290548 nChanged 23
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Mstep: Class 1 contains 11923 members 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -7290544 nChanged 20
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Mstep: Class 1 contains 11905 members 
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7290552 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 11894 members 
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Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7290556 nChanged 16
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7290561 nChanged 22
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Mstep: Class 1 contains 11856 members 
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Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -7290552 nChanged 28
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Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -7290562 nChanged 33
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Mstep: Class 1 contains 11795 members 
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	Iteration 59Q: 3 clusters Score -7290564 nChanged 39
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Mstep: Class 1 contains 11758 members 
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	Iteration 60F: 3 clusters Score -7290585 nChanged 39
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Mstep: Class 1 contains 11719 members 
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	Iteration 61Q: 3 clusters Score -7290583 nChanged 48
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	Iteration 62Q: 3 clusters Score -7290598 nChanged 37
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	Iteration 63Q: 3 clusters Score -7290603 nChanged 47
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Mstep: Class 1 contains 11589 members 
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	Iteration 64Q: 3 clusters Score -7290599 nChanged 42
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	Iteration 65Q: 3 clusters Score -7290616 nChanged 48
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	Iteration 66Q: 3 clusters Score -7290616 nChanged 63
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Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7290614 nChanged 64
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	Iteration 68Q: 3 clusters Score -7290632 nChanged 71
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	Iteration 69Q: 3 clusters Score -7290648 nChanged 65
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Mstep: Class 1 contains 11240 members 
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	Iteration 70Q: 3 clusters Score -7290647 nChanged 72
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7290682 nChanged 70
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Mstep: Class 1 contains 11102 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7290692 nChanged 78
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Mstep: Class 1 contains 11026 members 
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Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -7290696 nChanged 78
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Mstep: Class 1 contains 10948 members 
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7290700 nChanged 57
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Mstep: Class 1 contains 10891 members 
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	Iteration 75Q: 3 clusters Score -7290695 nChanged 52
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	Iteration 76Q: 3 clusters Score -7290695 nChanged 53
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	Iteration 77Q: 3 clusters Score -7290690 nChanged 56
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	Iteration 78Q: 3 clusters Score -7290702 nChanged 72
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	Iteration 79Q: 3 clusters Score -7290725 nChanged 88
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	Iteration 80F: 3 clusters Score -7290744 nChanged 90
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Mstep: Class 1 contains 10480 members 
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	Iteration 81Q: 3 clusters Score -7290740 nChanged 101
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -7290762 nChanged 129
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	Iteration 83Q: 3 clusters Score -7290786 nChanged 130
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	Iteration 84Q: 3 clusters Score -7290791 nChanged 133
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Mstep: Class 1 contains 9991 members 
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	Iteration 86Q: 3 clusters Score -7290822 nChanged 158
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Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7290819 nChanged 167
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	Iteration 88Q: 3 clusters Score -7290849 nChanged 163
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	Iteration 89Q: 3 clusters Score -7290877 nChanged 175
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	Iteration 90Q: 3 clusters Score -7290902 nChanged 189
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Mstep: Class 1 contains 8991 members 
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Mstep: Class 1 contains 8778 members 
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	Iteration 93Q: 3 clusters Score -7290930 nChanged 196
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Mstep: Class 1 contains 8377 members 
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	Iteration 94Q: 3 clusters Score -7290953 nChanged 179
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	Iteration 95Q: 3 clusters Score -7290974 nChanged 208
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Mstep: Class 1 contains 7990 members 
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	Iteration 96Q: 3 clusters Score -7290965 nChanged 199
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	Iteration 97Q: 3 clusters Score -7290991 nChanged 223
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Mstep: Class 1 contains 7568 members 
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	Iteration 98Q: 3 clusters Score -7291030 nChanged 241
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	Iteration 99Q: 3 clusters Score -7291054 nChanged 247
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Mstep: Class 1 contains 7082 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7291106 nChanged 247
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Mstep: Class 1 contains 6837 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -7291118 nChanged 237
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -7291152 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6374 members 
Mstep: Class 2 contains 31770 members 
Entering Unmasked Estep 
Score: -7291159.000000 Penalty: 5232.365234
	Iteration 103Q: 3 clusters Score -7291159 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 31985 members 
Entering Unmasked Estep 
Score: -7291174.500000 Penalty: 5232.365234
	Iteration 104Q: 3 clusters Score -7291174 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5935 members 
Mstep: Class 2 contains 32209 members 
Entering Unmasked Estep 
Score: -7291199.500000 Penalty: 5232.365234
	Iteration 105Q: 3 clusters Score -7291200 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 32418 members 
Entering Unmasked Estep 
Score: -7291243.000000 Penalty: 5232.365234
	Iteration 106Q: 3 clusters Score -7291243 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5501 members 
Mstep: Class 2 contains 32643 members 
Entering Unmasked Estep 
Score: -7291276.500000 Penalty: 5232.365234
	Iteration 107Q: 3 clusters Score -7291276 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5293 members 
Mstep: Class 2 contains 32851 members 
Entering Unmasked Estep 
Score: -7291306.000000 Penalty: 5232.365234
	Iteration 108Q: 3 clusters Score -7291306 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5083 members 
Mstep: Class 2 contains 33061 members 
Entering Unmasked Estep 
Score: -7291347.000000 Penalty: 5232.365234
	Iteration 109Q: 3 clusters Score -7291347 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4864 members 
Mstep: Class 2 contains 33280 members 
Entering Unmasked Estep 
Score: -7291378.500000 Penalty: 5232.365234
	Iteration 110Q: 3 clusters Score -7291378 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -7291385.500000 Penalty: 5232.365234
	Iteration 111Q: 3 clusters Score -7291386 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4366 members 
Mstep: Class 2 contains 33778 members 
Entering Unmasked Estep 
Score: -7291404.000000 Penalty: 5232.365234
	Iteration 112Q: 3 clusters Score -7291404 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 34025 members 
Entering Unmasked Estep 
Score: -7291414.000000 Penalty: 5232.365234
	Iteration 113Q: 3 clusters Score -7291414 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 34235 members 
Entering Unmasked Estep 
Score: -7291426.500000 Penalty: 5232.365234
	Iteration 114Q: 3 clusters Score -7291426 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3676 members 
Mstep: Class 2 contains 34468 members 
Entering Unmasked Estep 
Score: -7291490.000000 Penalty: 5232.365234
	Iteration 115Q: 3 clusters Score -7291490 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 34685 members 
Entering Unmasked Estep 
Score: -7291517.000000 Penalty: 5232.365234
	Iteration 116Q: 3 clusters Score -7291517 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 34910 members 
Entering Unmasked Estep 
Score: -7291569.500000 Penalty: 5232.365234
	Iteration 117Q: 3 clusters Score -7291570 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 35103 members 
Entering Unmasked Estep 
Score: -7291580.000000 Penalty: 5232.365234
	Iteration 118Q: 3 clusters Score -7291580 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2853 members 
Mstep: Class 2 contains 35291 members 
Entering Unmasked Estep 
Score: -7291638.000000 Penalty: 5232.365234
	Iteration 119Q: 3 clusters Score -7291638 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -7291653.500000 Penalty: 5232.365234
	Iteration 120F: 3 clusters Score -7291654 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2510 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -7291684.000000 Penalty: 5232.365234
	Iteration 121Q: 3 clusters Score -7291684 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 35793 members 
Entering Unmasked Estep 
Score: -7291703.000000 Penalty: 5232.365234
	Iteration 122Q: 3 clusters Score -7291703 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -7291722.000000 Penalty: 5232.365234
	Iteration 123Q: 3 clusters Score -7291722 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2029 members 
Mstep: Class 2 contains 36115 members 
Entering Unmasked Estep 
Score: -7291714.000000 Penalty: 5232.365234
	Iteration 124Q: 3 clusters Score -7291714 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 36267 members 
Entering Unmasked Estep 
Score: -7291750.500000 Penalty: 5232.365234
	Iteration 125Q: 3 clusters Score -7291750 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 36399 members 
Entering Unmasked Estep 
Score: -7291786.500000 Penalty: 5232.365234
	Iteration 126Q: 3 clusters Score -7291786 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1644 members 
Mstep: Class 2 contains 36500 members 
Entering Unmasked Estep 
Score: -7291808.500000 Penalty: 5232.365234
	Iteration 127Q: 3 clusters Score -7291808 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 36593 members 
Entering Unmasked Estep 
Score: -7291814.500000 Penalty: 5232.365234
	Iteration 128Q: 3 clusters Score -7291814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1465 members 
Mstep: Class 2 contains 36679 members 
Entering Unmasked Estep 
Score: -7291822.500000 Penalty: 5232.365234
	Iteration 129Q: 3 clusters Score -7291822 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 36765 members 
Entering Unmasked Estep 
Score: -7291826.000000 Penalty: 5232.365234
	Iteration 130Q: 3 clusters Score -7291826 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 36842 members 
Entering Unmasked Estep 
Score: -7291831.000000 Penalty: 5232.365234
	Iteration 131Q: 3 clusters Score -7291831 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 36915 members 
Entering Unmasked Estep 
Score: -7291850.000000 Penalty: 5232.365234
	Iteration 132Q: 3 clusters Score -7291850 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 36968 members 
Entering Unmasked Estep 
Score: -7291848.000000 Penalty: 5232.365234
	Iteration 133Q: 3 clusters Score -7291848 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 37023 members 
Entering Unmasked Estep 
Score: -7291871.500000 Penalty: 5232.365234
	Iteration 134Q: 3 clusters Score -7291872 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1073 members 
Mstep: Class 2 contains 37071 members 
Entering Unmasked Estep 
Score: -7291869.500000 Penalty: 5232.365234
	Iteration 135Q: 3 clusters Score -7291870 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 37117 members 
Entering Unmasked Estep 
Score: -7291883.000000 Penalty: 5232.365234
	Iteration 136Q: 3 clusters Score -7291883 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 37164 members 
Entering Unmasked Estep 
Score: -7291902.000000 Penalty: 5232.365234
	Iteration 137Q: 3 clusters Score -7291902 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 37209 members 
Entering Unmasked Estep 
Score: -7291903.000000 Penalty: 5232.365234
	Iteration 138Q: 3 clusters Score -7291903 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 887 members 
Mstep: Class 2 contains 37257 members 
Entering Unmasked Estep 
Score: -7291904.000000 Penalty: 5232.365234
	Iteration 139Q: 3 clusters Score -7291904 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 37291 members 
Entering Unmasked Estep 
Score: -7291913.000000 Penalty: 5232.365234
	Iteration 140F: 3 clusters Score -7291913 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 829 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
Score: -7291915.000000 Penalty: 5232.365234
	Iteration 141Q: 3 clusters Score -7291915 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 37344 members 
Entering Unmasked Estep 
Score: -7291910.000000 Penalty: 5232.365234
	Iteration 142Q: 3 clusters Score -7291910 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -7291920.500000 Penalty: 5232.365234
	Iteration 143Q: 3 clusters Score -7291920 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 37392 members 
Entering Unmasked Estep 
Score: -7291926.500000 Penalty: 5232.365234
	Iteration 144Q: 3 clusters Score -7291926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 37411 members 
Entering Unmasked Estep 
Score: -7291938.000000 Penalty: 5232.365234
	Iteration 145Q: 3 clusters Score -7291938 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 37430 members 
Entering Unmasked Estep 
Score: -7291942.000000 Penalty: 5232.365234
	Iteration 146Q: 3 clusters Score -7291942 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -7291952.500000 Penalty: 5232.365234
	Iteration 147Q: 3 clusters Score -7291952 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 37459 members 
Entering Unmasked Estep 
Score: -7291952.000000 Penalty: 5232.365234
	Iteration 148Q: 3 clusters Score -7291952 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 37473 members 
Entering Unmasked Estep 
Score: -7291953.500000 Penalty: 5232.365234
	Iteration 149Q: 3 clusters Score -7291954 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 37487 members 
Entering Unmasked Estep 
Score: -7291956.500000 Penalty: 5232.365234
	Iteration 150Q: 3 clusters Score -7291956 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 37497 members 
Entering Unmasked Estep 
Score: -7291951.000000 Penalty: 5232.365234
	Iteration 151Q: 3 clusters Score -7291951 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 37508 members 
Entering Unmasked Estep 
Score: -7291961.500000 Penalty: 5232.365234
	Iteration 152Q: 3 clusters Score -7291962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 37516 members 
Entering Unmasked Estep 
Score: -7291968.500000 Penalty: 5232.365234
	Iteration 153Q: 3 clusters Score -7291968 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 37524 members 
Entering Unmasked Estep 
Score: -7291970.500000 Penalty: 5232.365234
	Iteration 154Q: 3 clusters Score -7291970 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 37537 members 
Entering Unmasked Estep 
Score: -7291974.000000 Penalty: 5232.365234
	Iteration 155Q: 3 clusters Score -7291974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 37550 members 
Entering Unmasked Estep 
Score: -7291980.500000 Penalty: 5232.365234
	Iteration 156Q: 3 clusters Score -7291980 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 37559 members 
Entering Unmasked Estep 
Score: -7291982.500000 Penalty: 5232.365234
	Iteration 157Q: 3 clusters Score -7291982 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 37565 members 
Entering Unmasked Estep 
Score: -7291973.500000 Penalty: 5232.365234
	Iteration 158Q: 3 clusters Score -7291974 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 37571 members 
Entering Unmasked Estep 
Score: -7291978.500000 Penalty: 5232.365234
	Iteration 159Q: 3 clusters Score -7291978 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 37573 members 
Entering Unmasked Estep 
Score: -7291976.000000 Penalty: 5232.365234
	Iteration 160F: 3 clusters Score -7291976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 37574 members 
Entering Unmasked Estep 
Score: -7291975.000000 Penalty: 5232.365234
	Iteration 161Q: 3 clusters Score -7291975 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 37575 members 
Entering Unmasked Estep 
Score: -7291976.500000 Penalty: 5232.365234
	Iteration 162Q: 3 clusters Score -7291976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 37576 members 
Entering Unmasked Estep 
Score: -7291975.500000 Penalty: 5232.365234
	Iteration 163Q: 3 clusters Score -7291976 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 37577 members 
Entering Unmasked Estep 
Score: -7291975.000000 Penalty: 5232.365234
	Iteration 164Q: 3 clusters Score -7291975 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -7291971.500000 Penalty: 5232.365234
	Iteration 165Q: 3 clusters Score -7291972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 37582 members 
Entering Unmasked Estep 
Score: -7291973.500000 Penalty: 5232.365234
	Iteration 166Q: 3 clusters Score -7291974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 37585 members 
Entering Unmasked Estep 
Score: -7291972.500000 Penalty: 5232.365234
	Iteration 167Q: 3 clusters Score -7291972 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 37588 members 
Entering Unmasked Estep 
Score: -7291969.500000 Penalty: 5232.365234
	Iteration 168Q: 3 clusters Score -7291970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 37590 members 
Entering Unmasked Estep 
Score: -7291972.500000 Penalty: 5232.365234
	Iteration 169Q: 3 clusters Score -7291972 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 37592 members 
Entering Unmasked Estep 
Score: -7291973.000000 Penalty: 5232.365234
	Iteration 170Q: 3 clusters Score -7291973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -7291970.000000 Penalty: 5232.365234
	Iteration 171Q: 3 clusters Score -7291970 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 37593 members 
Entering Unmasked Estep 
Score: -7291970.000000 Penalty: 5232.365234
	Iteration 172F: 3 clusters Score -7291970 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (31236 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31236 members 
Entering Unmasked Estep 
Score: -5879854.000000 Penalty: 2566.632812
	Iteration 0F: 2 clusters Score -5879854 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 15668 members 
Entering Unmasked Estep 
Score: -5858719.000000 Penalty: 5133.265625
	Iteration 0F: 3 clusters Score -5858719 nChanged 14007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15061 members 
Mstep: Class 2 contains 16175 members 
Entering Unmasked Estep 
Score: -5866386.500000 Penalty: 5133.265625
	Iteration 1F: 3 clusters Score -5866386 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14730 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -5866795.000000 Penalty: 5133.265625
	Iteration 2Q: 3 clusters Score -5866795 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14310 members 
Mstep: Class 2 contains 16926 members 
Entering Unmasked Estep 
Score: -5867165.500000 Penalty: 5133.265625
	Iteration 3Q: 3 clusters Score -5867166 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13745 members 
Mstep: Class 2 contains 17491 members 
Entering Unmasked Estep 
Score: -5867479.500000 Penalty: 5133.265625
	Iteration 4Q: 3 clusters Score -5867480 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -5867818.000000 Penalty: 5133.265625
	Iteration 5Q: 3 clusters Score -5867818 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12065 members 
Mstep: Class 2 contains 19171 members 
Entering Unmasked Estep 
Score: -5868277.500000 Penalty: 5133.265625
	Iteration 6Q: 3 clusters Score -5868278 nChanged 1343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10820 members 
Mstep: Class 2 contains 20416 members 
Entering Unmasked Estep 
Score: -5868910.000000 Penalty: 5133.265625
	Iteration 7Q: 3 clusters Score -5868910 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9206 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -5869906.500000 Penalty: 5133.265625
	Iteration 8F: 3 clusters Score -5869906 nChanged 2059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 24067 members 
Entering Unmasked Estep 
Score: -5871380.000000 Penalty: 5133.265625
	Iteration 9F: 3 clusters Score -5871380 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 26269 members 
Entering Unmasked Estep 
Score: -5873307.500000 Penalty: 5133.265625
	Iteration 10F: 3 clusters Score -5873308 nChanged 1955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3020 members 
Mstep: Class 2 contains 28216 members 
Entering Unmasked Estep 
Score: -5875064.000000 Penalty: 5133.265625
	Iteration 11F: 3 clusters Score -5875064 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 29573 members 
Entering Unmasked Estep 
Score: -5876298.000000 Penalty: 5133.265625
	Iteration 12Q: 3 clusters Score -5876298 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 30339 members 
Entering Unmasked Estep 
Score: -5876977.000000 Penalty: 5133.265625
	Iteration 13Q: 3 clusters Score -5876977 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 30692 members 
Entering Unmasked Estep 
Score: -5877265.500000 Penalty: 5133.265625
	Iteration 14Q: 3 clusters Score -5877266 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -5877437.000000 Penalty: 5133.265625
	Iteration 15Q: 3 clusters Score -5877437 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 30908 members 
Entering Unmasked Estep 
Score: -5877515.000000 Penalty: 5133.265625
	Iteration 16Q: 3 clusters Score -5877515 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -5877564.000000 Penalty: 5133.265625
	Iteration 17Q: 3 clusters Score -5877564 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -5877584.000000 Penalty: 5133.265625
	Iteration 18Q: 3 clusters Score -5877584 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 30957 members 
Entering Unmasked Estep 
Score: -5877595.500000 Penalty: 5133.265625
	Iteration 19Q: 3 clusters Score -5877596 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 30960 members 
Entering Unmasked Estep 
Score: -5877602.500000 Penalty: 5133.265625
	Iteration 20F: 3 clusters Score -5877602 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 30965 members 
Entering Unmasked Estep 
Score: -5877602.000000 Penalty: 5133.265625
	Iteration 21Q: 3 clusters Score -5877602 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -5877608.500000 Penalty: 5133.265625
	Iteration 22Q: 3 clusters Score -5877608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 30967 members 
Entering Unmasked Estep 
Score: -5877608.000000 Penalty: 5133.265625
	Iteration 23Q: 3 clusters Score -5877608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -5877609.500000 Penalty: 5133.265625
	Iteration 24Q: 3 clusters Score -5877610 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30968 members 
Entering Unmasked Estep 
Score: -5877609.500000 Penalty: 5133.265625
	Iteration 25F: 3 clusters Score -5877610 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (33654 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33654 members 
Entering Unmasked Estep 
Score: -6434399.500000 Penalty: 2585.124023
	Iteration 0F: 2 clusters Score -6434400 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16864 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -6412004.500000 Penalty: 5170.248047
	Iteration 0F: 3 clusters Score -6412004 nChanged 15300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16646 members 
Mstep: Class 2 contains 17008 members 
Entering Unmasked Estep 
Score: -6420431.500000 Penalty: 5170.248047
	Iteration 1F: 3 clusters Score -6420432 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16357 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -6420892.500000 Penalty: 5170.248047
	Iteration 2Q: 3 clusters Score -6420892 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15974 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -6421429.000000 Penalty: 5170.248047
	Iteration 3Q: 3 clusters Score -6421429 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15488 members 
Mstep: Class 2 contains 18166 members 
Entering Unmasked Estep 
Score: -6422124.500000 Penalty: 5170.248047
	Iteration 4Q: 3 clusters Score -6422124 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14851 members 
Mstep: Class 2 contains 18803 members 
Entering Unmasked Estep 
Score: -6423168.500000 Penalty: 5170.248047
	Iteration 5F: 3 clusters Score -6423168 nChanged 2139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14062 members 
Mstep: Class 2 contains 19592 members 
Entering Unmasked Estep 
Score: -6424629.000000 Penalty: 5170.248047
	Iteration 6F: 3 clusters Score -6424629 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 20597 members 
Entering Unmasked Estep 
Score: -6426520.000000 Penalty: 5170.248047
	Iteration 7F: 3 clusters Score -6426520 nChanged 2460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 21655 members 
Entering Unmasked Estep 
Score: -6428782.500000 Penalty: 5170.248047
	Iteration 8F: 3 clusters Score -6428782 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11207 members 
Mstep: Class 2 contains 22447 members 
Entering Unmasked Estep 
Score: -6430845.500000 Penalty: 5170.248047
	Iteration 9F: 3 clusters Score -6430846 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10782 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -6431918.500000 Penalty: 5170.248047
	Iteration 10Q: 3 clusters Score -6431918 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10653 members 
Mstep: Class 2 contains 23001 members 
Entering Unmasked Estep 
Score: -6432273.500000 Penalty: 5170.248047
	Iteration 11Q: 3 clusters Score -6432274 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10600 members 
Mstep: Class 2 contains 23054 members 
Entering Unmasked Estep 
Score: -6432431.500000 Penalty: 5170.248047
	Iteration 12Q: 3 clusters Score -6432432 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 23037 members 
Entering Unmasked Estep 
Score: -6432536.500000 Penalty: 5170.248047
	Iteration 13Q: 3 clusters Score -6432536 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10623 members 
Mstep: Class 2 contains 23031 members 
Entering Unmasked Estep 
Score: -6432593.000000 Penalty: 5170.248047
	Iteration 14Q: 3 clusters Score -6432593 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10640 members 
Mstep: Class 2 contains 23014 members 
Entering Unmasked Estep 
Score: -6432627.500000 Penalty: 5170.248047
	Iteration 15Q: 3 clusters Score -6432628 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10665 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -6432635.500000 Penalty: 5170.248047
	Iteration 16Q: 3 clusters Score -6432636 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10697 members 
Mstep: Class 2 contains 22957 members 
Entering Unmasked Estep 
Score: -6432648.500000 Penalty: 5170.248047
	Iteration 17Q: 3 clusters Score -6432648 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 22935 members 
Entering Unmasked Estep 
Score: -6432653.500000 Penalty: 5170.248047
	Iteration 18Q: 3 clusters Score -6432654 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10743 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -6432665.000000 Penalty: 5170.248047
	Iteration 19Q: 3 clusters Score -6432665 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 22891 members 
Entering Unmasked Estep 
Score: -6432677.500000 Penalty: 5170.248047
	Iteration 20F: 3 clusters Score -6432678 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10780 members 
Mstep: Class 2 contains 22874 members 
Entering Unmasked Estep 
Score: -6432673.500000 Penalty: 5170.248047
	Iteration 21Q: 3 clusters Score -6432674 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10802 members 
Mstep: Class 2 contains 22852 members 
Entering Unmasked Estep 
Score: -6432664.000000 Penalty: 5170.248047
	Iteration 22Q: 3 clusters Score -6432664 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 22815 members 
Entering Unmasked Estep 
Score: -6432666.500000 Penalty: 5170.248047
	Iteration 23Q: 3 clusters Score -6432666 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10869 members 
Mstep: Class 2 contains 22785 members 
Entering Unmasked Estep 
Score: -6432680.000000 Penalty: 5170.248047
	Iteration 24Q: 3 clusters Score -6432680 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10897 members 
Mstep: Class 2 contains 22757 members 
Entering Unmasked Estep 
Score: -6432677.000000 Penalty: 5170.248047
	Iteration 25Q: 3 clusters Score -6432677 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 22735 members 
Entering Unmasked Estep 
Score: -6432687.500000 Penalty: 5170.248047
	Iteration 26Q: 3 clusters Score -6432688 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10932 members 
Mstep: Class 2 contains 22722 members 
Entering Unmasked Estep 
Score: -6432676.500000 Penalty: 5170.248047
	Iteration 27Q: 3 clusters Score -6432676 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10936 members 
Mstep: Class 2 contains 22718 members 
Entering Unmasked Estep 
Score: -6432672.000000 Penalty: 5170.248047
	Iteration 28Q: 3 clusters Score -6432672 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10937 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -6432670.000000 Penalty: 5170.248047
	Iteration 29Q: 3 clusters Score -6432670 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 22713 members 
Entering Unmasked Estep 
Score: -6432681.500000 Penalty: 5170.248047
	Iteration 30Q: 3 clusters Score -6432682 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10951 members 
Mstep: Class 2 contains 22703 members 
Entering Unmasked Estep 
Score: -6432680.500000 Penalty: 5170.248047
	Iteration 31Q: 3 clusters Score -6432680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -6432670.500000 Penalty: 5170.248047
	Iteration 32Q: 3 clusters Score -6432670 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -6432670.500000 Penalty: 5170.248047
	Iteration 33Q: 3 clusters Score -6432670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10965 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -6432671.500000 Penalty: 5170.248047
	Iteration 34Q: 3 clusters Score -6432672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10966 members 
Mstep: Class 2 contains 22688 members 
Entering Unmasked Estep 
Score: -6432669.000000 Penalty: 5170.248047
	Iteration 35Q: 3 clusters Score -6432669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10968 members 
Mstep: Class 2 contains 22686 members 
Entering Unmasked Estep 
Score: -6432672.500000 Penalty: 5170.248047
	Iteration 36Q: 3 clusters Score -6432672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -6432675.500000 Penalty: 5170.248047
	Iteration 37Q: 3 clusters Score -6432676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10970 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -6432675.500000 Penalty: 5170.248047
	Iteration 38F: 3 clusters Score -6432676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (29893 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29893 members 
Entering Unmasked Estep 
Score: -5896377.500000 Penalty: 2555.734131
	Iteration 0F: 2 clusters Score -5896378 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
Score: -5876838.000000 Penalty: 5111.468262
	Iteration 0F: 3 clusters Score -5876838 nChanged 13494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -5884091.500000 Penalty: 5111.468262
	Iteration 1F: 3 clusters Score -5884092 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -5884560.000000 Penalty: 5111.468262
	Iteration 2Q: 3 clusters Score -5884560 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16251 members 
Mstep: Class 2 contains 13642 members 
Entering Unmasked Estep 
Score: -5884982.000000 Penalty: 5111.468262
	Iteration 3Q: 3 clusters Score -5884982 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -5885390.000000 Penalty: 5111.468262
	Iteration 4Q: 3 clusters Score -5885390 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17456 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -5885837.500000 Penalty: 5111.468262
	Iteration 5Q: 3 clusters Score -5885838 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18325 members 
Mstep: Class 2 contains 11568 members 
Entering Unmasked Estep 
Score: -5886414.500000 Penalty: 5111.468262
	Iteration 6Q: 3 clusters Score -5886414 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19412 members 
Mstep: Class 2 contains 10481 members 
Entering Unmasked Estep 
Score: -5887236.000000 Penalty: 5111.468262
	Iteration 7Q: 3 clusters Score -5887236 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20675 members 
Mstep: Class 2 contains 9218 members 
Entering Unmasked Estep 
Score: -5888181.500000 Penalty: 5111.468262
	Iteration 8F: 3 clusters Score -5888182 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22056 members 
Mstep: Class 2 contains 7837 members 
Entering Unmasked Estep 
Score: -5889288.000000 Penalty: 5111.468262
	Iteration 9F: 3 clusters Score -5889288 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 6527 members 
Entering Unmasked Estep 
Score: -5890314.000000 Penalty: 5111.468262
	Iteration 10Q: 3 clusters Score -5890314 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -5891148.000000 Penalty: 5111.468262
	Iteration 11Q: 3 clusters Score -5891148 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25363 members 
Mstep: Class 2 contains 4530 members 
Entering Unmasked Estep 
Score: -5891793.000000 Penalty: 5111.468262
	Iteration 12Q: 3 clusters Score -5891793 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26087 members 
Mstep: Class 2 contains 3806 members 
Entering Unmasked Estep 
Score: -5892293.000000 Penalty: 5111.468262
	Iteration 13Q: 3 clusters Score -5892293 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26622 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -5892636.500000 Penalty: 5111.468262
	Iteration 14Q: 3 clusters Score -5892636 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -5892854.500000 Penalty: 5111.468262
	Iteration 15Q: 3 clusters Score -5892854 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -5893046.000000 Penalty: 5111.468262
	Iteration 16Q: 3 clusters Score -5893046 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27733 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -5893222.000000 Penalty: 5111.468262
	Iteration 17Q: 3 clusters Score -5893222 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27995 members 
Mstep: Class 2 contains 1898 members 
Entering Unmasked Estep 
Score: -5893370.000000 Penalty: 5111.468262
	Iteration 18Q: 3 clusters Score -5893370 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -5893535.000000 Penalty: 5111.468262
	Iteration 19Q: 3 clusters Score -5893535 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28484 members 
Mstep: Class 2 contains 1409 members 
Entering Unmasked Estep 
Score: -5893679.500000 Penalty: 5111.468262
	Iteration 20F: 3 clusters Score -5893680 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28669 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -5893759.000000 Penalty: 5111.468262
	Iteration 21Q: 3 clusters Score -5893759 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28825 members 
Mstep: Class 2 contains 1068 members 
Entering Unmasked Estep 
Score: -5893838.500000 Penalty: 5111.468262
	Iteration 22Q: 3 clusters Score -5893838 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28947 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5893922.000000 Penalty: 5111.468262
	Iteration 23Q: 3 clusters Score -5893922 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29052 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -5893959.000000 Penalty: 5111.468262
	Iteration 24Q: 3 clusters Score -5893959 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29138 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5893990.500000 Penalty: 5111.468262
	Iteration 25Q: 3 clusters Score -5893990 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29206 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -5894046.000000 Penalty: 5111.468262
	Iteration 26Q: 3 clusters Score -5894046 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5894093.500000 Penalty: 5111.468262
	Iteration 27Q: 3 clusters Score -5894094 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29300 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5894123.000000 Penalty: 5111.468262
	Iteration 28Q: 3 clusters Score -5894123 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29328 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5894155.000000 Penalty: 5111.468262
	Iteration 29Q: 3 clusters Score -5894155 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29351 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -5894171.000000 Penalty: 5111.468262
	Iteration 30Q: 3 clusters Score -5894171 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29368 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -5894181.500000 Penalty: 5111.468262
	Iteration 31Q: 3 clusters Score -5894182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29381 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -5894189.000000 Penalty: 5111.468262
	Iteration 32Q: 3 clusters Score -5894189 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29390 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -5894185.500000 Penalty: 5111.468262
	Iteration 33Q: 3 clusters Score -5894186 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29395 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -5894190.500000 Penalty: 5111.468262
	Iteration 34Q: 3 clusters Score -5894190 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29401 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5894188.500000 Penalty: 5111.468262
	Iteration 35Q: 3 clusters Score -5894188 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29404 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5894192.000000 Penalty: 5111.468262
	Iteration 36Q: 3 clusters Score -5894192 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29409 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5894192.500000 Penalty: 5111.468262
	Iteration 37Q: 3 clusters Score -5894192 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29411 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -5894193.500000 Penalty: 5111.468262
	Iteration 38Q: 3 clusters Score -5894194 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29412 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -5894195.000000 Penalty: 5111.468262
	Iteration 39Q: 3 clusters Score -5894195 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29413 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -5894194.000000 Penalty: 5111.468262
	Iteration 40F: 3 clusters Score -5894194 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29415 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -5894200.000000 Penalty: 5111.468262
	Iteration 41Q: 3 clusters Score -5894200 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29417 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -5894201.000000 Penalty: 5111.468262
	Iteration 42Q: 3 clusters Score -5894201 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -5894207.000000 Penalty: 5111.468262
	Iteration 43Q: 3 clusters Score -5894207 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29424 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -5894211.500000 Penalty: 5111.468262
	Iteration 44Q: 3 clusters Score -5894212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29429 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5894212.500000 Penalty: 5111.468262
	Iteration 45Q: 3 clusters Score -5894212 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -5894213.000000 Penalty: 5111.468262
	Iteration 46Q: 3 clusters Score -5894213 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29434 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -5894217.000000 Penalty: 5111.468262
	Iteration 47Q: 3 clusters Score -5894217 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29439 members 
Mstep: Class 2 contains 454 members 
Entering Unmasked Estep 
Score: -5894220.500000 Penalty: 5111.468262
	Iteration 48Q: 3 clusters Score -5894220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5894219.000000 Penalty: 5111.468262
	Iteration 49Q: 3 clusters Score -5894219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29441 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -5894219.000000 Penalty: 5111.468262
	Iteration 50F: 3 clusters Score -5894219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (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: -1265957.000000 Penalty: 2193.609863
	Iteration 0F: 2 clusters Score -1265957 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3419 members 
Mstep: Class 2 contains 3522 members 
Entering Unmasked Estep 
Score: -1260289.125000 Penalty: 4387.219727
	Iteration 0F: 3 clusters Score -1260289 nChanged 2732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 3630 members 
Entering Unmasked Estep 
Score: -1261958.500000 Penalty: 4387.219727
	Iteration 1F: 3 clusters Score -1261958 nChanged 580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1262565.875000 Penalty: 4387.219727
	Iteration 2F: 3 clusters Score -1262566 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3411 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -1263369.875000 Penalty: 4387.219727
	Iteration 3F: 3 clusters Score -1263370 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3579 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1264220.625000 Penalty: 4387.219727
	Iteration 4F: 3 clusters Score -1264221 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1264826.250000 Penalty: 4387.219727
	Iteration 5F: 3 clusters Score -1264826 nChanged 409
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: -1265138.750000 Penalty: 4387.219727
	Iteration 6F: 3 clusters Score -1265139 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 2886 members 
Entering Unmasked Estep 
Score: -1265273.875000 Penalty: 4387.219727
	Iteration 7Q: 3 clusters Score -1265274 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 2813 members 
Entering Unmasked Estep 
Score: -1265339.625000 Penalty: 4387.219727
	Iteration 8Q: 3 clusters Score -1265340 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1265382.875000 Penalty: 4387.219727
	Iteration 9Q: 3 clusters Score -1265383 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -1265421.250000 Penalty: 4387.219727
	Iteration 10Q: 3 clusters Score -1265421 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -1265432.000000 Penalty: 4387.219727
	Iteration 11Q: 3 clusters Score -1265432 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 2627 members 
Entering Unmasked Estep 
Score: -1265438.750000 Penalty: 4387.219727
	Iteration 12Q: 3 clusters Score -1265439 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 2606 members 
Entering Unmasked Estep 
Score: -1265449.625000 Penalty: 4387.219727
	Iteration 13Q: 3 clusters Score -1265450 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 2577 members 
Entering Unmasked Estep 
Score: -1265456.500000 Penalty: 4387.219727
	Iteration 14Q: 3 clusters Score -1265456 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4382 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -1265462.625000 Penalty: 4387.219727
	Iteration 15Q: 3 clusters Score -1265463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -1265464.000000 Penalty: 4387.219727
	Iteration 16Q: 3 clusters Score -1265464 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4402 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -1265466.000000 Penalty: 4387.219727
	Iteration 17Q: 3 clusters Score -1265466 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4410 members 
Mstep: Class 2 contains 2531 members 
Entering Unmasked Estep 
Score: -1265467.375000 Penalty: 4387.219727
	Iteration 18Q: 3 clusters Score -1265467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 2525 members 
Entering Unmasked Estep 
Score: -1265472.250000 Penalty: 4387.219727
	Iteration 19Q: 3 clusters Score -1265472 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4420 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -1265471.500000 Penalty: 4387.219727
	Iteration 20F: 3 clusters Score -1265472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4422 members 
Mstep: Class 2 contains 2519 members 
Entering Unmasked Estep 
Score: -1265472.375000 Penalty: 4387.219727
	Iteration 21Q: 3 clusters Score -1265472 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 2517 members 
Entering Unmasked Estep 
Score: -1265472.000000 Penalty: 4387.219727
	Iteration 22Q: 3 clusters Score -1265472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1265472.875000 Penalty: 4387.219727
	Iteration 23Q: 3 clusters Score -1265473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4425 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1265471.875000 Penalty: 4387.219727
	Iteration 24Q: 3 clusters Score -1265472 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4426 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -1265472.750000 Penalty: 4387.219727
	Iteration 25Q: 3 clusters Score -1265473 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4427 members 
Mstep: Class 2 contains 2514 members 
Entering Unmasked Estep 
Score: -1265473.250000 Penalty: 4387.219727
	Iteration 26Q: 3 clusters Score -1265473 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -1265474.125000 Penalty: 4387.219727
	Iteration 27Q: 3 clusters Score -1265474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4433 members 
Mstep: Class 2 contains 2508 members 
Entering Unmasked Estep 
Score: -1265475.750000 Penalty: 4387.219727
	Iteration 28Q: 3 clusters Score -1265476 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1265477.000000 Penalty: 4387.219727
	Iteration 29Q: 3 clusters Score -1265477 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1265477.000000 Penalty: 4387.219727
	Iteration 30F: 3 clusters Score -1265477 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (46864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46864 members 
Entering Unmasked Estep 
Score: -9016586.000000 Penalty: 2667.241211
	Iteration 0F: 2 clusters Score -9016586 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23253 members 
Mstep: Class 2 contains 23611 members 
Entering Unmasked Estep 
Score: -8990312.000000 Penalty: 5334.482422
	Iteration 0F: 3 clusters Score -8990312 nChanged 21403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22016 members 
Mstep: Class 2 contains 24848 members 
Entering Unmasked Estep 
Score: -9002330.000000 Penalty: 5334.482422
	Iteration 1F: 3 clusters Score -9002330 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21337 members 
Mstep: Class 2 contains 25527 members 
Entering Unmasked Estep 
Score: -9002977.000000 Penalty: 5334.482422
	Iteration 2Q: 3 clusters Score -9002977 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20416 members 
Mstep: Class 2 contains 26448 members 
Entering Unmasked Estep 
Score: -9003677.000000 Penalty: 5334.482422
	Iteration 3Q: 3 clusters Score -9003677 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19328 members 
Mstep: Class 2 contains 27536 members 
Entering Unmasked Estep 
Score: -9004340.000000 Penalty: 5334.482422
	Iteration 4Q: 3 clusters Score -9004340 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18108 members 
Mstep: Class 2 contains 28756 members 
Entering Unmasked Estep 
Score: -9005074.000000 Penalty: 5334.482422
	Iteration 5Q: 3 clusters Score -9005074 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16820 members 
Mstep: Class 2 contains 30044 members 
Entering Unmasked Estep 
Score: -9006209.000000 Penalty: 5334.482422
	Iteration 6F: 3 clusters Score -9006209 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15665 members 
Mstep: Class 2 contains 31199 members 
Entering Unmasked Estep 
Score: -9007741.000000 Penalty: 5334.482422
	Iteration 7F: 3 clusters Score -9007741 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14982 members 
Mstep: Class 2 contains 31882 members 
Entering Unmasked Estep 
Score: -9009456.000000 Penalty: 5334.482422
	Iteration 8F: 3 clusters Score -9009456 nChanged 2466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14828 members 
Mstep: Class 2 contains 32036 members 
Entering Unmasked Estep 
Score: -9010988.000000 Penalty: 5334.482422
	Iteration 9F: 3 clusters Score -9010988 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15093 members 
Mstep: Class 2 contains 31771 members 
Entering Unmasked Estep 
Score: -9011917.000000 Penalty: 5334.482422
	Iteration 10Q: 3 clusters Score -9011917 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15518 members 
Mstep: Class 2 contains 31346 members 
Entering Unmasked Estep 
Score: -9012483.000000 Penalty: 5334.482422
	Iteration 11Q: 3 clusters Score -9012483 nChanged 1253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15977 members 
Mstep: Class 2 contains 30887 members 
Entering Unmasked Estep 
Score: -9012975.000000 Penalty: 5334.482422
	Iteration 12Q: 3 clusters Score -9012975 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 30272 members 
Entering Unmasked Estep 
Score: -9013466.000000 Penalty: 5334.482422
	Iteration 13Q: 3 clusters Score -9013466 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17233 members 
Mstep: Class 2 contains 29631 members 
Entering Unmasked Estep 
Score: -9013775.000000 Penalty: 5334.482422
	Iteration 14Q: 3 clusters Score -9013775 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 28966 members 
Entering Unmasked Estep 
Score: -9014179.000000 Penalty: 5334.482422
	Iteration 15Q: 3 clusters Score -9014179 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 28150 members 
Entering Unmasked Estep 
Score: -9014847.000000 Penalty: 5334.482422
	Iteration 16Q: 3 clusters Score -9014847 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -9015334.000000 Penalty: 5334.482422
	Iteration 17Q: 3 clusters Score -9015334 nChanged 1111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20333 members 
Mstep: Class 2 contains 26531 members 
Entering Unmasked Estep 
Score: -9015817.000000 Penalty: 5334.482422
	Iteration 18Q: 3 clusters Score -9015817 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21273 members 
Mstep: Class 2 contains 25591 members 
Entering Unmasked Estep 
Score: -9016255.000000 Penalty: 5334.482422
	Iteration 19Q: 3 clusters Score -9016255 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22171 members 
Mstep: Class 2 contains 24693 members 
Entering Unmasked Estep 
Score: -9016658.000000 Penalty: 5334.482422
	Iteration 20F: 3 clusters Score -9016658 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23075 members 
Mstep: Class 2 contains 23789 members 
Entering Unmasked Estep 
Score: -9016928.000000 Penalty: 5334.482422
	Iteration 21Q: 3 clusters Score -9016928 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 22824 members 
Entering Unmasked Estep 
Score: -9017274.000000 Penalty: 5334.482422
	Iteration 22Q: 3 clusters Score -9017274 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 21875 members 
Entering Unmasked Estep 
Score: -9017446.000000 Penalty: 5334.482422
	Iteration 23Q: 3 clusters Score -9017446 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -9017446.000000 Penalty: 5334.482422
	Iteration 24Q: 3 clusters Score -9017446 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26841 members 
Mstep: Class 2 contains 20023 members 
Entering Unmasked Estep 
Score: -9017433.000000 Penalty: 5334.482422
	Iteration 25Q: 3 clusters Score -9017433 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -9017399.000000 Penalty: 5334.482422
	Iteration 26Q: 3 clusters Score -9017399 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28710 members 
Mstep: Class 2 contains 18154 members 
Entering Unmasked Estep 
Score: -9017342.000000 Penalty: 5334.482422
	Iteration 27Q: 3 clusters Score -9017342 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29656 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -9017323.000000 Penalty: 5334.482422
	Iteration 28Q: 3 clusters Score -9017323 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30588 members 
Mstep: Class 2 contains 16276 members 
Entering Unmasked Estep 
Score: -9017420.000000 Penalty: 5334.482422
	Iteration 29Q: 3 clusters Score -9017420 nChanged 779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31363 members 
Mstep: Class 2 contains 15501 members 
Entering Unmasked Estep 
Score: -9017384.000000 Penalty: 5334.482422
	Iteration 30Q: 3 clusters Score -9017384 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32080 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
Score: -9017368.000000 Penalty: 5334.482422
	Iteration 31Q: 3 clusters Score -9017368 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32743 members 
Mstep: Class 2 contains 14121 members 
Entering Unmasked Estep 
Score: -9017392.000000 Penalty: 5334.482422
	Iteration 32Q: 3 clusters Score -9017392 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33320 members 
Mstep: Class 2 contains 13544 members 
Entering Unmasked Estep 
Score: -9017427.000000 Penalty: 5334.482422
	Iteration 33Q: 3 clusters Score -9017427 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33723 members 
Mstep: Class 2 contains 13141 members 
Entering Unmasked Estep 
Score: -9017490.000000 Penalty: 5334.482422
	Iteration 34Q: 3 clusters Score -9017490 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34007 members 
Mstep: Class 2 contains 12857 members 
Entering Unmasked Estep 
Score: -9017392.000000 Penalty: 5334.482422
	Iteration 35Q: 3 clusters Score -9017392 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34231 members 
Mstep: Class 2 contains 12633 members 
Entering Unmasked Estep 
Score: -9017374.000000 Penalty: 5334.482422
	Iteration 36Q: 3 clusters Score -9017374 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34416 members 
Mstep: Class 2 contains 12448 members 
Entering Unmasked Estep 
Score: -9017347.000000 Penalty: 5334.482422
	Iteration 37Q: 3 clusters Score -9017347 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34544 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -9017349.000000 Penalty: 5334.482422
	Iteration 38Q: 3 clusters Score -9017349 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34656 members 
Mstep: Class 2 contains 12208 members 
Entering Unmasked Estep 
Score: -9017381.000000 Penalty: 5334.482422
	Iteration 39Q: 3 clusters Score -9017381 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34744 members 
Mstep: Class 2 contains 12120 members 
Entering Unmasked Estep 
Score: -9017394.000000 Penalty: 5334.482422
	Iteration 40F: 3 clusters Score -9017394 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34882 members 
Mstep: Class 2 contains 11982 members 
Entering Unmasked Estep 
Score: -9017357.000000 Penalty: 5334.482422
	Iteration 41Q: 3 clusters Score -9017357 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34979 members 
Mstep: Class 2 contains 11885 members 
Entering Unmasked Estep 
Score: -9017343.000000 Penalty: 5334.482422
	Iteration 42Q: 3 clusters Score -9017343 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 11806 members 
Entering Unmasked Estep 
Score: -9017299.000000 Penalty: 5334.482422
	Iteration 43Q: 3 clusters Score -9017299 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35114 members 
Mstep: Class 2 contains 11750 members 
Entering Unmasked Estep 
Score: -9017287.000000 Penalty: 5334.482422
	Iteration 44Q: 3 clusters Score -9017287 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35160 members 
Mstep: Class 2 contains 11704 members 
Entering Unmasked Estep 
Score: -9017266.000000 Penalty: 5334.482422
	Iteration 45Q: 3 clusters Score -9017266 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35208 members 
Mstep: Class 2 contains 11656 members 
Entering Unmasked Estep 
Score: -9017252.000000 Penalty: 5334.482422
	Iteration 46Q: 3 clusters Score -9017252 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35231 members 
Mstep: Class 2 contains 11633 members 
Entering Unmasked Estep 
Score: -9017242.000000 Penalty: 5334.482422
	Iteration 47Q: 3 clusters Score -9017242 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35247 members 
Mstep: Class 2 contains 11617 members 
Entering Unmasked Estep 
Score: -9017239.000000 Penalty: 5334.482422
	Iteration 48Q: 3 clusters Score -9017239 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35260 members 
Mstep: Class 2 contains 11604 members 
Entering Unmasked Estep 
Score: -9017221.000000 Penalty: 5334.482422
	Iteration 49Q: 3 clusters Score -9017221 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35261 members 
Mstep: Class 2 contains 11603 members 
Entering Unmasked Estep 
Score: -9017233.000000 Penalty: 5334.482422
	Iteration 50Q: 3 clusters Score -9017233 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35262 members 
Mstep: Class 2 contains 11602 members 
Entering Unmasked Estep 
Score: -9017220.000000 Penalty: 5334.482422
	Iteration 51Q: 3 clusters Score -9017220 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35264 members 
Mstep: Class 2 contains 11600 members 
Entering Unmasked Estep 
Score: -9017214.000000 Penalty: 5334.482422
	Iteration 52Q: 3 clusters Score -9017214 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 11595 members 
Entering Unmasked Estep 
Score: -9017212.000000 Penalty: 5334.482422
	Iteration 53Q: 3 clusters Score -9017212 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35278 members 
Mstep: Class 2 contains 11586 members 
Entering Unmasked Estep 
Score: -9017211.000000 Penalty: 5334.482422
	Iteration 54Q: 3 clusters Score -9017211 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35281 members 
Mstep: Class 2 contains 11583 members 
Entering Unmasked Estep 
Score: -9017216.000000 Penalty: 5334.482422
	Iteration 55Q: 3 clusters Score -9017216 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35285 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -9017218.000000 Penalty: 5334.482422
	Iteration 56Q: 3 clusters Score -9017218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35287 members 
Mstep: Class 2 contains 11577 members 
Entering Unmasked Estep 
Score: -9017215.000000 Penalty: 5334.482422
	Iteration 57Q: 3 clusters Score -9017215 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35289 members 
Mstep: Class 2 contains 11575 members 
Entering Unmasked Estep 
Score: -9017214.000000 Penalty: 5334.482422
	Iteration 58Q: 3 clusters Score -9017214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 11573 members 
Entering Unmasked Estep 
Score: -9017212.000000 Penalty: 5334.482422
	Iteration 59Q: 3 clusters Score -9017212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35292 members 
Mstep: Class 2 contains 11572 members 
Entering Unmasked Estep 
Score: -9017211.000000 Penalty: 5334.482422
	Iteration 60F: 3 clusters Score -9017211 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35293 members 
Mstep: Class 2 contains 11571 members 
Entering Unmasked Estep 
Score: -9017210.000000 Penalty: 5334.482422
	Iteration 61Q: 3 clusters Score -9017210 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -9017213.000000 Penalty: 5334.482422
	Iteration 62Q: 3 clusters Score -9017213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35294 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -9017213.000000 Penalty: 5334.482422
	Iteration 63F: 3 clusters Score -9017213 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 10893 members 
Mstep: Class 3 contains 35696 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 26865 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 38977 members 
Mstep: Class 8 contains 55308 members 
Mstep: Class 9 contains 58760 members 
Mstep: Class 10 contains 17828 members 
Mstep: Class 11 contains 32297 members 
Mstep: Class 12 contains 59089 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 15 contains 10786 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40445 members 
Mstep: Class 18 contains 6288 members 
Mstep: Class 19 contains 5364 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38144 members 
Mstep: Class 22 contains 31236 members 
Mstep: Class 23 contains 33654 members 
Mstep: Class 24 contains 29893 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 35294 members 
Mstep: Class 27 contains 55935 members 
Mstep: Class 28 contains 59472 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 24455 members 
Mstep: Class 31 contains 59284 members 
Mstep: Class 32 contains 30755 members 
Mstep: Class 33 contains 45113 members 
Mstep: Class 34 contains 894 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 49459 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39985 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22558 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33149 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 11570 members 
Entering Unmasked Estep 
Score: -207938864.000000 Penalty: 155408.265625
Splitting cluster 26 changes total score from -207939696.000000 to -207938864.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 27 (55935 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Entering Unmasked Estep 
Score: -10237905.000000 Penalty: 2711.122559
	Iteration 0F: 2 clusters Score -1.02379e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27909 members 
Mstep: Class 2 contains 28026 members 
Entering Unmasked Estep 
Score: -10201897.000000 Penalty: 5422.245117
	Iteration 0F: 3 clusters Score -1.02019e+07 nChanged 25759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27534 members 
Mstep: Class 2 contains 28401 members 
Entering Unmasked Estep 
Score: -10216441.000000 Penalty: 5422.245117
	Iteration 1F: 3 clusters Score -1.021644e+07 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 28693 members 
Entering Unmasked Estep 
Score: -10217432.000000 Penalty: 5422.245117
	Iteration 2Q: 3 clusters Score -1.021743e+07 nChanged 2579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 29098 members 
Entering Unmasked Estep 
Score: -10218594.000000 Penalty: 5422.245117
	Iteration 3Q: 3 clusters Score -1.021859e+07 nChanged 2798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26077 members 
Mstep: Class 2 contains 29858 members 
Entering Unmasked Estep 
Score: -10219993.000000 Penalty: 5422.245117
	Iteration 4F: 3 clusters Score -1.021999e+07 nChanged 3191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24942 members 
Mstep: Class 2 contains 30993 members 
Entering Unmasked Estep 
Score: -10221858.000000 Penalty: 5422.245117
	Iteration 5F: 3 clusters Score -1.022186e+07 nChanged 3634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 32637 members 
Entering Unmasked Estep 
Score: -10224317.000000 Penalty: 5422.245117
	Iteration 6F: 3 clusters Score -1.022432e+07 nChanged 3872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 34469 members 
Entering Unmasked Estep 
Score: -10227392.000000 Penalty: 5422.245117
	Iteration 7F: 3 clusters Score -1.022739e+07 nChanged 3578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19844 members 
Mstep: Class 2 contains 36091 members 
Entering Unmasked Estep 
Score: -10230109.000000 Penalty: 5422.245117
	Iteration 8F: 3 clusters Score -1.023011e+07 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18618 members 
Mstep: Class 2 contains 37317 members 
Entering Unmasked Estep 
Score: -10231585.000000 Penalty: 5422.245117
	Iteration 9Q: 3 clusters Score -1.023158e+07 nChanged 1728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 38271 members 
Entering Unmasked Estep 
Score: -10232462.000000 Penalty: 5422.245117
	Iteration 10Q: 3 clusters Score -1.023246e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16760 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -10232995.000000 Penalty: 5422.245117
	Iteration 11Q: 3 clusters Score -1.0233e+07 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 40035 members 
Entering Unmasked Estep 
Score: -10233534.000000 Penalty: 5422.245117
	Iteration 12Q: 3 clusters Score -1.023353e+07 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15103 members 
Mstep: Class 2 contains 40832 members 
Entering Unmasked Estep 
Score: -10233976.000000 Penalty: 5422.245117
	Iteration 13Q: 3 clusters Score -1.023398e+07 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14413 members 
Mstep: Class 2 contains 41522 members 
Entering Unmasked Estep 
Score: -10234408.000000 Penalty: 5422.245117
	Iteration 14Q: 3 clusters Score -1.023441e+07 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13789 members 
Mstep: Class 2 contains 42146 members 
Entering Unmasked Estep 
Score: -10234737.000000 Penalty: 5422.245117
	Iteration 15Q: 3 clusters Score -1.023474e+07 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13243 members 
Mstep: Class 2 contains 42692 members 
Entering Unmasked Estep 
Score: -10234953.000000 Penalty: 5422.245117
	Iteration 16Q: 3 clusters Score -1.023495e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12772 members 
Mstep: Class 2 contains 43163 members 
Entering Unmasked Estep 
Score: -10235127.000000 Penalty: 5422.245117
	Iteration 17Q: 3 clusters Score -1.023513e+07 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12310 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -10235259.000000 Penalty: 5422.245117
	Iteration 18Q: 3 clusters Score -1.023526e+07 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11849 members 
Mstep: Class 2 contains 44086 members 
Entering Unmasked Estep 
Score: -10235408.000000 Penalty: 5422.245117
	Iteration 19Q: 3 clusters Score -1.023541e+07 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11405 members 
Mstep: Class 2 contains 44530 members 
Entering Unmasked Estep 
Score: -10235509.000000 Penalty: 5422.245117
	Iteration 20F: 3 clusters Score -1.023551e+07 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10953 members 
Mstep: Class 2 contains 44982 members 
Entering Unmasked Estep 
Score: -10235583.000000 Penalty: 5422.245117
	Iteration 21Q: 3 clusters Score -1.023558e+07 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10576 members 
Mstep: Class 2 contains 45359 members 
Entering Unmasked Estep 
Score: -10235624.000000 Penalty: 5422.245117
	Iteration 22Q: 3 clusters Score -1.023562e+07 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10223 members 
Mstep: Class 2 contains 45712 members 
Entering Unmasked Estep 
Score: -10235680.000000 Penalty: 5422.245117
	Iteration 23Q: 3 clusters Score -1.023568e+07 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9873 members 
Mstep: Class 2 contains 46062 members 
Entering Unmasked Estep 
Score: -10235795.000000 Penalty: 5422.245117
	Iteration 24Q: 3 clusters Score -1.02358e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 46397 members 
Entering Unmasked Estep 
Score: -10235841.000000 Penalty: 5422.245117
	Iteration 25Q: 3 clusters Score -1.023584e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 46705 members 
Entering Unmasked Estep 
Score: -10235890.000000 Penalty: 5422.245117
	Iteration 26Q: 3 clusters Score -1.023589e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8933 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -10235942.000000 Penalty: 5422.245117
	Iteration 27Q: 3 clusters Score -1.023594e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8645 members 
Mstep: Class 2 contains 47290 members 
Entering Unmasked Estep 
Score: -10235991.000000 Penalty: 5422.245117
	Iteration 28Q: 3 clusters Score -1.023599e+07 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 47547 members 
Entering Unmasked Estep 
Score: -10236061.000000 Penalty: 5422.245117
	Iteration 29Q: 3 clusters Score -1.023606e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8150 members 
Mstep: Class 2 contains 47785 members 
Entering Unmasked Estep 
Score: -10236077.000000 Penalty: 5422.245117
	Iteration 30Q: 3 clusters Score -1.023608e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7900 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -10236147.000000 Penalty: 5422.245117
	Iteration 31Q: 3 clusters Score -1.023615e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7660 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -10236221.000000 Penalty: 5422.245117
	Iteration 32Q: 3 clusters Score -1.023622e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7435 members 
Mstep: Class 2 contains 48500 members 
Entering Unmasked Estep 
Score: -10236299.000000 Penalty: 5422.245117
	Iteration 33Q: 3 clusters Score -1.02363e+07 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7248 members 
Mstep: Class 2 contains 48687 members 
Entering Unmasked Estep 
Score: -10236309.000000 Penalty: 5422.245117
	Iteration 34Q: 3 clusters Score -1.023631e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 48828 members 
Entering Unmasked Estep 
Score: -10236291.000000 Penalty: 5422.245117
	Iteration 35Q: 3 clusters Score -1.023629e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6960 members 
Mstep: Class 2 contains 48975 members 
Entering Unmasked Estep 
Score: -10236300.000000 Penalty: 5422.245117
	Iteration 36Q: 3 clusters Score -1.02363e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6811 members 
Mstep: Class 2 contains 49124 members 
Entering Unmasked Estep 
Score: -10236342.000000 Penalty: 5422.245117
	Iteration 37Q: 3 clusters Score -1.023634e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6675 members 
Mstep: Class 2 contains 49260 members 
Entering Unmasked Estep 
Score: -10236345.000000 Penalty: 5422.245117
	Iteration 38Q: 3 clusters Score -1.023634e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6555 members 
Mstep: Class 2 contains 49380 members 
Entering Unmasked Estep 
Score: -10236368.000000 Penalty: 5422.245117
	Iteration 39Q: 3 clusters Score -1.023637e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6429 members 
Mstep: Class 2 contains 49506 members 
Entering Unmasked Estep 
Score: -10236381.000000 Penalty: 5422.245117
	Iteration 40F: 3 clusters Score -1.023638e+07 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6314 members 
Mstep: Class 2 contains 49621 members 
Entering Unmasked Estep 
Score: -10236393.000000 Penalty: 5422.245117
	Iteration 41Q: 3 clusters Score -1.023639e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 49744 members 
Entering Unmasked Estep 
Score: -10236446.000000 Penalty: 5422.245117
	Iteration 42Q: 3 clusters Score -1.023645e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 49868 members 
Entering Unmasked Estep 
Score: -10236472.000000 Penalty: 5422.245117
	Iteration 43Q: 3 clusters Score -1.023647e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 49958 members 
Entering Unmasked Estep 
Score: -10236497.000000 Penalty: 5422.245117
	Iteration 44Q: 3 clusters Score -1.02365e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5894 members 
Mstep: Class 2 contains 50041 members 
Entering Unmasked Estep 
Score: -10236525.000000 Penalty: 5422.245117
	Iteration 45Q: 3 clusters Score -1.023652e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5806 members 
Mstep: Class 2 contains 50129 members 
Entering Unmasked Estep 
Score: -10236529.000000 Penalty: 5422.245117
	Iteration 46Q: 3 clusters Score -1.023653e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5744 members 
Mstep: Class 2 contains 50191 members 
Entering Unmasked Estep 
Score: -10236537.000000 Penalty: 5422.245117
	Iteration 47Q: 3 clusters Score -1.023654e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5680 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -10236560.000000 Penalty: 5422.245117
	Iteration 48Q: 3 clusters Score -1.023656e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -10236561.000000 Penalty: 5422.245117
	Iteration 49Q: 3 clusters Score -1.023656e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 50377 members 
Entering Unmasked Estep 
Score: -10236582.000000 Penalty: 5422.245117
	Iteration 50Q: 3 clusters Score -1.023658e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 50421 members 
Entering Unmasked Estep 
Score: -10236580.000000 Penalty: 5422.245117
	Iteration 51Q: 3 clusters Score -1.023658e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5470 members 
Mstep: Class 2 contains 50465 members 
Entering Unmasked Estep 
Score: -10236565.000000 Penalty: 5422.245117
	Iteration 52Q: 3 clusters Score -1.023656e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5423 members 
Mstep: Class 2 contains 50512 members 
Entering Unmasked Estep 
Score: -10236591.000000 Penalty: 5422.245117
	Iteration 53Q: 3 clusters Score -1.023659e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5359 members 
Mstep: Class 2 contains 50576 members 
Entering Unmasked Estep 
Score: -10236590.000000 Penalty: 5422.245117
	Iteration 54Q: 3 clusters Score -1.023659e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5289 members 
Mstep: Class 2 contains 50646 members 
Entering Unmasked Estep 
Score: -10236599.000000 Penalty: 5422.245117
	Iteration 55Q: 3 clusters Score -1.02366e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 50719 members 
Entering Unmasked Estep 
Score: -10236615.000000 Penalty: 5422.245117
	Iteration 56Q: 3 clusters Score -1.023662e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5149 members 
Mstep: Class 2 contains 50786 members 
Entering Unmasked Estep 
Score: -10236598.000000 Penalty: 5422.245117
	Iteration 57Q: 3 clusters Score -1.02366e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 50855 members 
Entering Unmasked Estep 
Score: -10236643.000000 Penalty: 5422.245117
	Iteration 58Q: 3 clusters Score -1.023664e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5015 members 
Mstep: Class 2 contains 50920 members 
Entering Unmasked Estep 
Score: -10236656.000000 Penalty: 5422.245117
	Iteration 59Q: 3 clusters Score -1.023666e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 50987 members 
Entering Unmasked Estep 
Score: -10236654.000000 Penalty: 5422.245117
	Iteration 60F: 3 clusters Score -1.023665e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 51056 members 
Entering Unmasked Estep 
Score: -10236689.000000 Penalty: 5422.245117
	Iteration 61Q: 3 clusters Score -1.023669e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 51125 members 
Entering Unmasked Estep 
Score: -10236705.000000 Penalty: 5422.245117
	Iteration 62Q: 3 clusters Score -1.02367e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4740 members 
Mstep: Class 2 contains 51195 members 
Entering Unmasked Estep 
Score: -10236686.000000 Penalty: 5422.245117
	Iteration 63Q: 3 clusters Score -1.023669e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4666 members 
Mstep: Class 2 contains 51269 members 
Entering Unmasked Estep 
Score: -10236735.000000 Penalty: 5422.245117
	Iteration 64Q: 3 clusters Score -1.023674e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 51349 members 
Entering Unmasked Estep 
Score: -10236727.000000 Penalty: 5422.245117
	Iteration 65Q: 3 clusters Score -1.023673e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 51423 members 
Entering Unmasked Estep 
Score: -10236750.000000 Penalty: 5422.245117
	Iteration 66Q: 3 clusters Score -1.023675e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 51512 members 
Entering Unmasked Estep 
Score: -10236776.000000 Penalty: 5422.245117
	Iteration 67Q: 3 clusters Score -1.023678e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4340 members 
Mstep: Class 2 contains 51595 members 
Entering Unmasked Estep 
Score: -10236766.000000 Penalty: 5422.245117
	Iteration 68Q: 3 clusters Score -1.023677e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -10236794.000000 Penalty: 5422.245117
	Iteration 69Q: 3 clusters Score -1.023679e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4178 members 
Mstep: Class 2 contains 51757 members 
Entering Unmasked Estep 
Score: -10236776.000000 Penalty: 5422.245117
	Iteration 70Q: 3 clusters Score -1.023678e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4100 members 
Mstep: Class 2 contains 51835 members 
Entering Unmasked Estep 
Score: -10236807.000000 Penalty: 5422.245117
	Iteration 71Q: 3 clusters Score -1.023681e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4022 members 
Mstep: Class 2 contains 51913 members 
Entering Unmasked Estep 
Score: -10236808.000000 Penalty: 5422.245117
	Iteration 72Q: 3 clusters Score -1.023681e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 51996 members 
Entering Unmasked Estep 
Score: -10236820.000000 Penalty: 5422.245117
	Iteration 73Q: 3 clusters Score -1.023682e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 52077 members 
Entering Unmasked Estep 
Score: -10236820.000000 Penalty: 5422.245117
	Iteration 74Q: 3 clusters Score -1.023682e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 52153 members 
Entering Unmasked Estep 
Score: -10236822.000000 Penalty: 5422.245117
	Iteration 75Q: 3 clusters Score -1.023682e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3711 members 
Mstep: Class 2 contains 52224 members 
Entering Unmasked Estep 
Score: -10236804.000000 Penalty: 5422.245117
	Iteration 76Q: 3 clusters Score -1.02368e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 52309 members 
Entering Unmasked Estep 
Score: -10236788.000000 Penalty: 5422.245117
	Iteration 77Q: 3 clusters Score -1.023679e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 52390 members 
Entering Unmasked Estep 
Score: -10236771.000000 Penalty: 5422.245117
	Iteration 78Q: 3 clusters Score -1.023677e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 52475 members 
Entering Unmasked Estep 
Score: -10236783.000000 Penalty: 5422.245117
	Iteration 79Q: 3 clusters Score -1.023678e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 52558 members 
Entering Unmasked Estep 
Score: -10236782.000000 Penalty: 5422.245117
	Iteration 80F: 3 clusters Score -1.023678e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3299 members 
Mstep: Class 2 contains 52636 members 
Entering Unmasked Estep 
Score: -10236784.000000 Penalty: 5422.245117
	Iteration 81Q: 3 clusters Score -1.023678e+07 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 52695 members 
Entering Unmasked Estep 
Score: -10236749.000000 Penalty: 5422.245117
	Iteration 82Q: 3 clusters Score -1.023675e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 52746 members 
Entering Unmasked Estep 
Score: -10236749.000000 Penalty: 5422.245117
	Iteration 83Q: 3 clusters Score -1.023675e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3138 members 
Mstep: Class 2 contains 52797 members 
Entering Unmasked Estep 
Score: -10236758.000000 Penalty: 5422.245117
	Iteration 84Q: 3 clusters Score -1.023676e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -10236743.000000 Penalty: 5422.245117
	Iteration 85Q: 3 clusters Score -1.023674e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3060 members 
Mstep: Class 2 contains 52875 members 
Entering Unmasked Estep 
Score: -10236736.000000 Penalty: 5422.245117
	Iteration 86Q: 3 clusters Score -1.023674e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3023 members 
Mstep: Class 2 contains 52912 members 
Entering Unmasked Estep 
Score: -10236726.000000 Penalty: 5422.245117
	Iteration 87Q: 3 clusters Score -1.023673e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 52952 members 
Entering Unmasked Estep 
Score: -10236726.000000 Penalty: 5422.245117
	Iteration 88Q: 3 clusters Score -1.023673e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 52989 members 
Entering Unmasked Estep 
Score: -10236709.000000 Penalty: 5422.245117
	Iteration 89Q: 3 clusters Score -1.023671e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2916 members 
Mstep: Class 2 contains 53019 members 
Entering Unmasked Estep 
Score: -10236703.000000 Penalty: 5422.245117
	Iteration 90Q: 3 clusters Score -1.02367e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 53043 members 
Entering Unmasked Estep 
Score: -10236691.000000 Penalty: 5422.245117
	Iteration 91Q: 3 clusters Score -1.023669e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2870 members 
Mstep: Class 2 contains 53065 members 
Entering Unmasked Estep 
Score: -10236686.000000 Penalty: 5422.245117
	Iteration 92Q: 3 clusters Score -1.023669e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2860 members 
Mstep: Class 2 contains 53075 members 
Entering Unmasked Estep 
Score: -10236684.000000 Penalty: 5422.245117
	Iteration 93Q: 3 clusters Score -1.023668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 53090 members 
Entering Unmasked Estep 
Score: -10236686.000000 Penalty: 5422.245117
	Iteration 94Q: 3 clusters Score -1.023669e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -10236702.000000 Penalty: 5422.245117
	Iteration 95Q: 3 clusters Score -1.02367e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2812 members 
Mstep: Class 2 contains 53123 members 
Entering Unmasked Estep 
Score: -10236688.000000 Penalty: 5422.245117
	Iteration 96Q: 3 clusters Score -1.023669e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -10236685.000000 Penalty: 5422.245117
	Iteration 97Q: 3 clusters Score -1.023668e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2787 members 
Mstep: Class 2 contains 53148 members 
Entering Unmasked Estep 
Score: -10236676.000000 Penalty: 5422.245117
	Iteration 98Q: 3 clusters Score -1.023668e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 53163 members 
Entering Unmasked Estep 
Score: -10236684.000000 Penalty: 5422.245117
	Iteration 99Q: 3 clusters Score -1.023668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 53173 members 
Entering Unmasked Estep 
Score: -10236684.000000 Penalty: 5422.245117
	Iteration 100F: 3 clusters Score -1.023668e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 53183 members 
Entering Unmasked Estep 
Score: -10236695.000000 Penalty: 5422.245117
	Iteration 101Q: 3 clusters Score -1.02367e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 53195 members 
Entering Unmasked Estep 
Score: -10236684.000000 Penalty: 5422.245117
	Iteration 102Q: 3 clusters Score -1.023668e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 53202 members 
Entering Unmasked Estep 
Score: -10236690.000000 Penalty: 5422.245117
	Iteration 103Q: 3 clusters Score -1.023669e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 53209 members 
Entering Unmasked Estep 
Score: -10236684.000000 Penalty: 5422.245117
	Iteration 104Q: 3 clusters Score -1.023668e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 53213 members 
Entering Unmasked Estep 
Score: -10236689.000000 Penalty: 5422.245117
	Iteration 105Q: 3 clusters Score -1.023669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2716 members 
Mstep: Class 2 contains 53219 members 
Entering Unmasked Estep 
Score: -10236686.000000 Penalty: 5422.245117
	Iteration 106Q: 3 clusters Score -1.023669e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 53227 members 
Entering Unmasked Estep 
Score: -10236687.000000 Penalty: 5422.245117
	Iteration 107Q: 3 clusters Score -1.023669e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2702 members 
Mstep: Class 2 contains 53233 members 
Entering Unmasked Estep 
Score: -10236682.000000 Penalty: 5422.245117
	Iteration 108Q: 3 clusters Score -1.023668e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 53242 members 
Entering Unmasked Estep 
Score: -10236684.000000 Penalty: 5422.245117
	Iteration 109Q: 3 clusters Score -1.023668e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 53250 members 
Entering Unmasked Estep 
Score: -10236679.000000 Penalty: 5422.245117
	Iteration 110Q: 3 clusters Score -1.023668e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 53256 members 
Entering Unmasked Estep 
Score: -10236685.000000 Penalty: 5422.245117
	Iteration 111Q: 3 clusters Score -1.023668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 53259 members 
Entering Unmasked Estep 
Score: -10236685.000000 Penalty: 5422.245117
	Iteration 112Q: 3 clusters Score -1.023668e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 53262 members 
Entering Unmasked Estep 
Score: -10236696.000000 Penalty: 5422.245117
	Iteration 113Q: 3 clusters Score -1.02367e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 53271 members 
Entering Unmasked Estep 
Score: -10236698.000000 Penalty: 5422.245117
	Iteration 114Q: 3 clusters Score -1.02367e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2657 members 
Mstep: Class 2 contains 53278 members 
Entering Unmasked Estep 
Score: -10236705.000000 Penalty: 5422.245117
	Iteration 115Q: 3 clusters Score -1.02367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 53282 members 
Entering Unmasked Estep 
Score: -10236701.000000 Penalty: 5422.245117
	Iteration 116Q: 3 clusters Score -1.02367e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2649 members 
Mstep: Class 2 contains 53286 members 
Entering Unmasked Estep 
Score: -10236709.000000 Penalty: 5422.245117
	Iteration 117Q: 3 clusters Score -1.023671e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 53292 members 
Entering Unmasked Estep 
Score: -10236693.000000 Penalty: 5422.245117
	Iteration 118Q: 3 clusters Score -1.023669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 53295 members 
Entering Unmasked Estep 
Score: -10236692.000000 Penalty: 5422.245117
	Iteration 119Q: 3 clusters Score -1.023669e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 53296 members 
Entering Unmasked Estep 
Score: -10236690.000000 Penalty: 5422.245117
	Iteration 120F: 3 clusters Score -1.023669e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 53299 members 
Entering Unmasked Estep 
Score: -10236696.000000 Penalty: 5422.245117
	Iteration 121Q: 3 clusters Score -1.02367e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 53302 members 
Entering Unmasked Estep 
Score: -10236684.000000 Penalty: 5422.245117
	Iteration 122Q: 3 clusters Score -1.023668e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -10236690.000000 Penalty: 5422.245117
	Iteration 123Q: 3 clusters Score -1.023669e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2632 members 
Mstep: Class 2 contains 53303 members 
Entering Unmasked Estep 
Score: -10236690.000000 Penalty: 5422.245117
	Iteration 124F: 3 clusters Score -1.023669e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (59472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59472 members 
Entering Unmasked Estep 
Score: -11245292.000000 Penalty: 2726.328857
	Iteration 0F: 2 clusters Score -1.124529e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29882 members 
Mstep: Class 2 contains 29590 members 
Entering Unmasked Estep 
Score: -11209049.000000 Penalty: 5452.657715
	Iteration 0F: 3 clusters Score -1.120905e+07 nChanged 27693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30773 members 
Mstep: Class 2 contains 28699 members 
Entering Unmasked Estep 
Score: -11224518.000000 Penalty: 5452.657715
	Iteration 1F: 3 clusters Score -1.122452e+07 nChanged 2227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31284 members 
Mstep: Class 2 contains 28188 members 
Entering Unmasked Estep 
Score: -11225132.000000 Penalty: 5452.657715
	Iteration 2Q: 3 clusters Score -1.122513e+07 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32034 members 
Mstep: Class 2 contains 27438 members 
Entering Unmasked Estep 
Score: -11225690.000000 Penalty: 5452.657715
	Iteration 3Q: 3 clusters Score -1.122569e+07 nChanged 2173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33109 members 
Mstep: Class 2 contains 26363 members 
Entering Unmasked Estep 
Score: -11226308.000000 Penalty: 5452.657715
	Iteration 4Q: 3 clusters Score -1.122631e+07 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34571 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -11227054.000000 Penalty: 5452.657715
	Iteration 5Q: 3 clusters Score -1.122705e+07 nChanged 2379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36562 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -11228066.000000 Penalty: 5452.657715
	Iteration 6Q: 3 clusters Score -1.122807e+07 nChanged 2852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39212 members 
Mstep: Class 2 contains 20260 members 
Entering Unmasked Estep 
Score: -11229567.000000 Penalty: 5452.657715
	Iteration 7Q: 3 clusters Score -1.122957e+07 nChanged 3462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42598 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -11231805.000000 Penalty: 5452.657715
	Iteration 8F: 3 clusters Score -1.12318e+07 nChanged 3944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46486 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -11234407.000000 Penalty: 5452.657715
	Iteration 9F: 3 clusters Score -1.123441e+07 nChanged 3741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50141 members 
Mstep: Class 2 contains 9331 members 
Entering Unmasked Estep 
Score: -11237058.000000 Penalty: 5452.657715
	Iteration 10F: 3 clusters Score -1.123706e+07 nChanged 2874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52953 members 
Mstep: Class 2 contains 6519 members 
Entering Unmasked Estep 
Score: -11239166.000000 Penalty: 5452.657715
	Iteration 11Q: 3 clusters Score -1.123917e+07 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54858 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -11240502.000000 Penalty: 5452.657715
	Iteration 12Q: 3 clusters Score -1.12405e+07 nChanged 1320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56118 members 
Mstep: Class 2 contains 3354 members 
Entering Unmasked Estep 
Score: -11241322.000000 Penalty: 5452.657715
	Iteration 13Q: 3 clusters Score -1.124132e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56961 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -11241915.000000 Penalty: 5452.657715
	Iteration 14Q: 3 clusters Score -1.124192e+07 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57519 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -11242317.000000 Penalty: 5452.657715
	Iteration 15Q: 3 clusters Score -1.124232e+07 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57905 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -11242501.000000 Penalty: 5452.657715
	Iteration 16Q: 3 clusters Score -1.12425e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58143 members 
Mstep: Class 2 contains 1329 members 
Entering Unmasked Estep 
Score: -11242646.000000 Penalty: 5452.657715
	Iteration 17Q: 3 clusters Score -1.124265e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58315 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -11242782.000000 Penalty: 5452.657715
	Iteration 18Q: 3 clusters Score -1.124278e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58431 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -11242854.000000 Penalty: 5452.657715
	Iteration 19Q: 3 clusters Score -1.124285e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58501 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -11242903.000000 Penalty: 5452.657715
	Iteration 20F: 3 clusters Score -1.12429e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58553 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -11242928.000000 Penalty: 5452.657715
	Iteration 21Q: 3 clusters Score -1.124293e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58589 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -11242957.000000 Penalty: 5452.657715
	Iteration 22Q: 3 clusters Score -1.124296e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58616 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -11242987.000000 Penalty: 5452.657715
	Iteration 23Q: 3 clusters Score -1.124299e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58645 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -11243003.000000 Penalty: 5452.657715
	Iteration 24Q: 3 clusters Score -1.1243e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58662 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -11243024.000000 Penalty: 5452.657715
	Iteration 25Q: 3 clusters Score -1.124302e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58682 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -11243038.000000 Penalty: 5452.657715
	Iteration 26Q: 3 clusters Score -1.124304e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58691 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -11243044.000000 Penalty: 5452.657715
	Iteration 27Q: 3 clusters Score -1.124304e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58699 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -11243045.000000 Penalty: 5452.657715
	Iteration 28Q: 3 clusters Score -1.124304e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58704 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -11243043.000000 Penalty: 5452.657715
	Iteration 29Q: 3 clusters Score -1.124304e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58708 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -11243053.000000 Penalty: 5452.657715
	Iteration 30Q: 3 clusters Score -1.124305e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58712 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -11243055.000000 Penalty: 5452.657715
	Iteration 31Q: 3 clusters Score -1.124306e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58715 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -11243058.000000 Penalty: 5452.657715
	Iteration 32Q: 3 clusters Score -1.124306e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58717 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -11243056.000000 Penalty: 5452.657715
	Iteration 33Q: 3 clusters Score -1.124306e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11243057.000000 Penalty: 5452.657715
	Iteration 34Q: 3 clusters Score -1.124306e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58718 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -11243057.000000 Penalty: 5452.657715
	Iteration 35F: 3 clusters Score -1.124306e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4625 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Entering Unmasked Estep 
Score: -867351.312500 Penalty: 2092.929443
	Iteration 0F: 2 clusters Score -867351.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -863173.125000 Penalty: 4185.858887
	Iteration 0F: 3 clusters Score -863173.1 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -864206.125000 Penalty: 4185.858887
	Iteration 1F: 3 clusters Score -864206.1 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2266 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -864431.375000 Penalty: 4185.858887
	Iteration 2F: 3 clusters Score -864431.4 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2286 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -864583.437500 Penalty: 4185.858887
	Iteration 3F: 3 clusters Score -864583.4 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -864690.187500 Penalty: 4185.858887
	Iteration 4Q: 3 clusters Score -864690.2 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2351 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -864786.125000 Penalty: 4185.858887
	Iteration 5Q: 3 clusters Score -864786.1 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -864868.750000 Penalty: 4185.858887
	Iteration 6Q: 3 clusters Score -864868.8 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -864931.062500 Penalty: 4185.858887
	Iteration 7Q: 3 clusters Score -864931.1 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2421 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -864985.812500 Penalty: 4185.858887
	Iteration 8Q: 3 clusters Score -864985.8 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -865026.562500 Penalty: 4185.858887
	Iteration 9Q: 3 clusters Score -865026.6 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -865060.687500 Penalty: 4185.858887
	Iteration 10Q: 3 clusters Score -865060.7 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2464 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -865095.187500 Penalty: 4185.858887
	Iteration 11Q: 3 clusters Score -865095.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 2158 members 
Entering Unmasked Estep 
Score: -865120.812500 Penalty: 4185.858887
	Iteration 12Q: 3 clusters Score -865120.8 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -865139.687500 Penalty: 4185.858887
	Iteration 13Q: 3 clusters Score -865139.7 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -865159.937500 Penalty: 4185.858887
	Iteration 14Q: 3 clusters Score -865159.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -865179.125000 Penalty: 4185.858887
	Iteration 15Q: 3 clusters Score -865179.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -865189.500000 Penalty: 4185.858887
	Iteration 16Q: 3 clusters Score -865189.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2178 members 
Entering Unmasked Estep 
Score: -865200.625000 Penalty: 4185.858887
	Iteration 17Q: 3 clusters Score -865200.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2440 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -865205.437500 Penalty: 4185.858887
	Iteration 18Q: 3 clusters Score -865205.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2434 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -865214.312500 Penalty: 4185.858887
	Iteration 19Q: 3 clusters Score -865214.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -865222.125000 Penalty: 4185.858887
	Iteration 20F: 3 clusters Score -865222.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -865226.375000 Penalty: 4185.858887
	Iteration 21Q: 3 clusters Score -865226.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -865233.125000 Penalty: 4185.858887
	Iteration 22Q: 3 clusters Score -865233.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -865235.625000 Penalty: 4185.858887
	Iteration 23Q: 3 clusters Score -865235.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -865238.687500 Penalty: 4185.858887
	Iteration 24Q: 3 clusters Score -865238.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 2203 members 
Entering Unmasked Estep 
Score: -865240.687500 Penalty: 4185.858887
	Iteration 25Q: 3 clusters Score -865240.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -865239.687500 Penalty: 4185.858887
	Iteration 26Q: 3 clusters Score -865239.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 2201 members 
Entering Unmasked Estep 
Score: -865239.937500 Penalty: 4185.858887
	Iteration 27Q: 3 clusters Score -865239.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -865240.437500 Penalty: 4185.858887
	Iteration 28Q: 3 clusters Score -865240.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -865239.937500 Penalty: 4185.858887
	Iteration 29Q: 3 clusters Score -865239.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2423 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -865243.500000 Penalty: 4185.858887
	Iteration 30Q: 3 clusters Score -865243.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -865243.125000 Penalty: 4185.858887
	Iteration 31Q: 3 clusters Score -865243.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2425 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -865243.125000 Penalty: 4185.858887
	Iteration 32F: 3 clusters Score -865243.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (24455 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24455 members 
Entering Unmasked Estep 
Score: -4790837.500000 Penalty: 2505.938477
	Iteration 0F: 2 clusters Score -4790838 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 12344 members 
Entering Unmasked Estep 
Score: -4774142.000000 Penalty: 5011.876953
	Iteration 0F: 3 clusters Score -4774142 nChanged 10986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11645 members 
Mstep: Class 2 contains 12810 members 
Entering Unmasked Estep 
Score: -4780101.000000 Penalty: 5011.876953
	Iteration 1F: 3 clusters Score -4780101 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11309 members 
Mstep: Class 2 contains 13146 members 
Entering Unmasked Estep 
Score: -4780486.500000 Penalty: 5011.876953
	Iteration 2Q: 3 clusters Score -4780486 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -4780846.000000 Penalty: 5011.876953
	Iteration 3Q: 3 clusters Score -4780846 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
Score: -4781159.500000 Penalty: 5011.876953
	Iteration 4Q: 3 clusters Score -4781160 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9463 members 
Mstep: Class 2 contains 14992 members 
Entering Unmasked Estep 
Score: -4781551.500000 Penalty: 5011.876953
	Iteration 5Q: 3 clusters Score -4781552 nChanged 1035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8520 members 
Mstep: Class 2 contains 15935 members 
Entering Unmasked Estep 
Score: -4782008.500000 Penalty: 5011.876953
	Iteration 6Q: 3 clusters Score -4782008 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 17080 members 
Entering Unmasked Estep 
Score: -4782667.000000 Penalty: 5011.876953
	Iteration 7Q: 3 clusters Score -4782667 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 18471 members 
Entering Unmasked Estep 
Score: -4783638.000000 Penalty: 5011.876953
	Iteration 8F: 3 clusters Score -4783638 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 20020 members 
Entering Unmasked Estep 
Score: -4784893.500000 Penalty: 5011.876953
	Iteration 9F: 3 clusters Score -4784894 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 21511 members 
Entering Unmasked Estep 
Score: -4786161.500000 Penalty: 5011.876953
	Iteration 10F: 3 clusters Score -4786162 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 22689 members 
Entering Unmasked Estep 
Score: -4787187.500000 Penalty: 5011.876953
	Iteration 11Q: 3 clusters Score -4787188 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 23458 members 
Entering Unmasked Estep 
Score: -4787860.000000 Penalty: 5011.876953
	Iteration 12Q: 3 clusters Score -4787860 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 23822 members 
Entering Unmasked Estep 
Score: -4788222.500000 Penalty: 5011.876953
	Iteration 13Q: 3 clusters Score -4788222 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 24005 members 
Entering Unmasked Estep 
Score: -4788404.000000 Penalty: 5011.876953
	Iteration 14Q: 3 clusters Score -4788404 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 24105 members 
Entering Unmasked Estep 
Score: -4788501.500000 Penalty: 5011.876953
	Iteration 15Q: 3 clusters Score -4788502 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 24158 members 
Entering Unmasked Estep 
Score: -4788589.500000 Penalty: 5011.876953
	Iteration 16Q: 3 clusters Score -4788590 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -4788633.500000 Penalty: 5011.876953
	Iteration 17Q: 3 clusters Score -4788634 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4788643.500000 Penalty: 5011.876953
	Iteration 18Q: 3 clusters Score -4788644 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4788645.000000 Penalty: 5011.876953
	Iteration 19Q: 3 clusters Score -4788645 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 24188 members 
Entering Unmasked Estep 
Score: -4788647.500000 Penalty: 5011.876953
	Iteration 20F: 3 clusters Score -4788648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -4788655.000000 Penalty: 5011.876953
	Iteration 21Q: 3 clusters Score -4788655 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -4788654.000000 Penalty: 5011.876953
	Iteration 22Q: 3 clusters Score -4788654 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24190 members 
Entering Unmasked Estep 
Score: -4788658.500000 Penalty: 5011.876953
	Iteration 23Q: 3 clusters Score -4788658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -4788657.500000 Penalty: 5011.876953
	Iteration 24Q: 3 clusters Score -4788658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24192 members 
Entering Unmasked Estep 
Score: -4788661.000000 Penalty: 5011.876953
	Iteration 25Q: 3 clusters Score -4788661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -4788668.000000 Penalty: 5011.876953
	Iteration 26Q: 3 clusters Score -4788668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -4788669.000000 Penalty: 5011.876953
	Iteration 27Q: 3 clusters Score -4788669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -4788669.500000 Penalty: 5011.876953
	Iteration 28Q: 3 clusters Score -4788670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 24196 members 
Entering Unmasked Estep 
Score: -4788669.500000 Penalty: 5011.876953
	Iteration 29F: 3 clusters Score -4788670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (59284 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59284 members 
Entering Unmasked Estep 
Score: -10731974.000000 Penalty: 2725.543701
	Iteration 0F: 2 clusters Score -1.073197e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29661 members 
Mstep: Class 2 contains 29623 members 
Entering Unmasked Estep 
Score: -10692845.000000 Penalty: 5451.087402
	Iteration 0F: 3 clusters Score -1.069284e+07 nChanged 27565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30348 members 
Mstep: Class 2 contains 28936 members 
Entering Unmasked Estep 
Score: -10708619.000000 Penalty: 5451.087402
	Iteration 1F: 3 clusters Score -1.070862e+07 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30717 members 
Mstep: Class 2 contains 28567 members 
Entering Unmasked Estep 
Score: -10709226.000000 Penalty: 5451.087402
	Iteration 2Q: 3 clusters Score -1.070923e+07 nChanged 2247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31162 members 
Mstep: Class 2 contains 28122 members 
Entering Unmasked Estep 
Score: -10709933.000000 Penalty: 5451.087402
	Iteration 3Q: 3 clusters Score -1.070993e+07 nChanged 2400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31800 members 
Mstep: Class 2 contains 27484 members 
Entering Unmasked Estep 
Score: -10710723.000000 Penalty: 5451.087402
	Iteration 4Q: 3 clusters Score -1.071072e+07 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32678 members 
Mstep: Class 2 contains 26606 members 
Entering Unmasked Estep 
Score: -10711677.000000 Penalty: 5451.087402
	Iteration 5Q: 3 clusters Score -1.071168e+07 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33931 members 
Mstep: Class 2 contains 25353 members 
Entering Unmasked Estep 
Score: -10712830.000000 Penalty: 5451.087402
	Iteration 6Q: 3 clusters Score -1.071283e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35427 members 
Mstep: Class 2 contains 23857 members 
Entering Unmasked Estep 
Score: -10714185.000000 Penalty: 5451.087402
	Iteration 7Q: 3 clusters Score -1.071418e+07 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37260 members 
Mstep: Class 2 contains 22024 members 
Entering Unmasked Estep 
Score: -10715790.000000 Penalty: 5451.087402
	Iteration 8Q: 3 clusters Score -1.071579e+07 nChanged 3023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39365 members 
Mstep: Class 2 contains 19919 members 
Entering Unmasked Estep 
Score: -10717743.000000 Penalty: 5451.087402
	Iteration 9F: 3 clusters Score -1.071774e+07 nChanged 2981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41514 members 
Mstep: Class 2 contains 17770 members 
Entering Unmasked Estep 
Score: -10720027.000000 Penalty: 5451.087402
	Iteration 10F: 3 clusters Score -1.072003e+07 nChanged 2679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43489 members 
Mstep: Class 2 contains 15795 members 
Entering Unmasked Estep 
Score: -10722114.000000 Penalty: 5451.087402
	Iteration 11Q: 3 clusters Score -1.072211e+07 nChanged 2130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45097 members 
Mstep: Class 2 contains 14187 members 
Entering Unmasked Estep 
Score: -10723414.000000 Penalty: 5451.087402
	Iteration 12Q: 3 clusters Score -1.072341e+07 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46573 members 
Mstep: Class 2 contains 12711 members 
Entering Unmasked Estep 
Score: -10724343.000000 Penalty: 5451.087402
	Iteration 13Q: 3 clusters Score -1.072434e+07 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47948 members 
Mstep: Class 2 contains 11336 members 
Entering Unmasked Estep 
Score: -10725136.000000 Penalty: 5451.087402
	Iteration 14Q: 3 clusters Score -1.072514e+07 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49242 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -10725890.000000 Penalty: 5451.087402
	Iteration 15Q: 3 clusters Score -1.072589e+07 nChanged 1215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50445 members 
Mstep: Class 2 contains 8839 members 
Entering Unmasked Estep 
Score: -10726627.000000 Penalty: 5451.087402
	Iteration 16Q: 3 clusters Score -1.072663e+07 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51505 members 
Mstep: Class 2 contains 7779 members 
Entering Unmasked Estep 
Score: -10727241.000000 Penalty: 5451.087402
	Iteration 17Q: 3 clusters Score -1.072724e+07 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52425 members 
Mstep: Class 2 contains 6859 members 
Entering Unmasked Estep 
Score: -10727751.000000 Penalty: 5451.087402
	Iteration 18Q: 3 clusters Score -1.072775e+07 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53200 members 
Mstep: Class 2 contains 6084 members 
Entering Unmasked Estep 
Score: -10728175.000000 Penalty: 5451.087402
	Iteration 19Q: 3 clusters Score -1.072818e+07 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53892 members 
Mstep: Class 2 contains 5392 members 
Entering Unmasked Estep 
Score: -10728476.000000 Penalty: 5451.087402
	Iteration 20F: 3 clusters Score -1.072848e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54485 members 
Mstep: Class 2 contains 4799 members 
Entering Unmasked Estep 
Score: -10728818.000000 Penalty: 5451.087402
	Iteration 21Q: 3 clusters Score -1.072882e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55000 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -10729057.000000 Penalty: 5451.087402
	Iteration 22Q: 3 clusters Score -1.072906e+07 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55452 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -10729222.000000 Penalty: 5451.087402
	Iteration 23Q: 3 clusters Score -1.072922e+07 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55811 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -10729318.000000 Penalty: 5451.087402
	Iteration 24Q: 3 clusters Score -1.072932e+07 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56087 members 
Mstep: Class 2 contains 3197 members 
Entering Unmasked Estep 
Score: -10729398.000000 Penalty: 5451.087402
	Iteration 25Q: 3 clusters Score -1.07294e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56332 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -10729433.000000 Penalty: 5451.087402
	Iteration 26Q: 3 clusters Score -1.072943e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56553 members 
Mstep: Class 2 contains 2731 members 
Entering Unmasked Estep 
Score: -10729526.000000 Penalty: 5451.087402
	Iteration 27Q: 3 clusters Score -1.072953e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56730 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -10729565.000000 Penalty: 5451.087402
	Iteration 28Q: 3 clusters Score -1.072956e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56877 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -10729605.000000 Penalty: 5451.087402
	Iteration 29Q: 3 clusters Score -1.07296e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57002 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10729652.000000 Penalty: 5451.087402
	Iteration 30Q: 3 clusters Score -1.072965e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57107 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -10729652.000000 Penalty: 5451.087402
	Iteration 31Q: 3 clusters Score -1.072965e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57207 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -10729675.000000 Penalty: 5451.087402
	Iteration 32Q: 3 clusters Score -1.072968e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57299 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -10729697.000000 Penalty: 5451.087402
	Iteration 33Q: 3 clusters Score -1.07297e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57381 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -10729716.000000 Penalty: 5451.087402
	Iteration 34Q: 3 clusters Score -1.072972e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57450 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -10729744.000000 Penalty: 5451.087402
	Iteration 35Q: 3 clusters Score -1.072974e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57517 members 
Mstep: Class 2 contains 1767 members 
Entering Unmasked Estep 
Score: -10729738.000000 Penalty: 5451.087402
	Iteration 36Q: 3 clusters Score -1.072974e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57582 members 
Mstep: Class 2 contains 1702 members 
Entering Unmasked Estep 
Score: -10729742.000000 Penalty: 5451.087402
	Iteration 37Q: 3 clusters Score -1.072974e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57645 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -10729754.000000 Penalty: 5451.087402
	Iteration 38Q: 3 clusters Score -1.072975e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57709 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -10729758.000000 Penalty: 5451.087402
	Iteration 39Q: 3 clusters Score -1.072976e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57771 members 
Mstep: Class 2 contains 1513 members 
Entering Unmasked Estep 
Score: -10729780.000000 Penalty: 5451.087402
	Iteration 40F: 3 clusters Score -1.072978e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57816 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -10729784.000000 Penalty: 5451.087402
	Iteration 41Q: 3 clusters Score -1.072978e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57847 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -10729772.000000 Penalty: 5451.087402
	Iteration 42Q: 3 clusters Score -1.072977e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57877 members 
Mstep: Class 2 contains 1407 members 
Entering Unmasked Estep 
Score: -10729773.000000 Penalty: 5451.087402
	Iteration 43Q: 3 clusters Score -1.072977e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57900 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -10729779.000000 Penalty: 5451.087402
	Iteration 44Q: 3 clusters Score -1.072978e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57917 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -10729787.000000 Penalty: 5451.087402
	Iteration 45Q: 3 clusters Score -1.072979e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57934 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -10729793.000000 Penalty: 5451.087402
	Iteration 46Q: 3 clusters Score -1.072979e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57947 members 
Mstep: Class 2 contains 1337 members 
Entering Unmasked Estep 
Score: -10729795.000000 Penalty: 5451.087402
	Iteration 47Q: 3 clusters Score -1.07298e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57956 members 
Mstep: Class 2 contains 1328 members 
Entering Unmasked Estep 
Score: -10729793.000000 Penalty: 5451.087402
	Iteration 48Q: 3 clusters Score -1.072979e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57959 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -10729794.000000 Penalty: 5451.087402
	Iteration 49Q: 3 clusters Score -1.072979e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -10729803.000000 Penalty: 5451.087402
	Iteration 50Q: 3 clusters Score -1.07298e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -10729799.000000 Penalty: 5451.087402
	Iteration 51Q: 3 clusters Score -1.07298e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57961 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -10729799.000000 Penalty: 5451.087402
	Iteration 52F: 3 clusters Score -1.07298e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (30755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30755 members 
Entering Unmasked Estep 
Score: -6138983.500000 Penalty: 2562.784424
	Iteration 0F: 2 clusters Score -6138984 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15445 members 
Mstep: Class 2 contains 15310 members 
Entering Unmasked Estep 
Score: -6120549.500000 Penalty: 5125.568848
	Iteration 0F: 3 clusters Score -6120550 nChanged 13829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15840 members 
Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
Score: -6127934.000000 Penalty: 5125.568848
	Iteration 1F: 3 clusters Score -6127934 nChanged 1375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16159 members 
Mstep: Class 2 contains 14596 members 
Entering Unmasked Estep 
Score: -6128347.000000 Penalty: 5125.568848
	Iteration 2Q: 3 clusters Score -6128347 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -6128726.500000 Penalty: 5125.568848
	Iteration 3Q: 3 clusters Score -6128726 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17262 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -6129140.000000 Penalty: 5125.568848
	Iteration 4Q: 3 clusters Score -6129140 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18075 members 
Mstep: Class 2 contains 12680 members 
Entering Unmasked Estep 
Score: -6129653.000000 Penalty: 5125.568848
	Iteration 5Q: 3 clusters Score -6129653 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19119 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -6130446.000000 Penalty: 5125.568848
	Iteration 6F: 3 clusters Score -6130446 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20358 members 
Mstep: Class 2 contains 10397 members 
Entering Unmasked Estep 
Score: -6131543.000000 Penalty: 5125.568848
	Iteration 7F: 3 clusters Score -6131543 nChanged 1961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21637 members 
Mstep: Class 2 contains 9118 members 
Entering Unmasked Estep 
Score: -6132932.500000 Penalty: 5125.568848
	Iteration 8F: 3 clusters Score -6132932 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22737 members 
Mstep: Class 2 contains 8018 members 
Entering Unmasked Estep 
Score: -6134392.500000 Penalty: 5125.568848
	Iteration 9F: 3 clusters Score -6134392 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23480 members 
Mstep: Class 2 contains 7275 members 
Entering Unmasked Estep 
Score: -6135871.000000 Penalty: 5125.568848
	Iteration 10F: 3 clusters Score -6135871 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23845 members 
Mstep: Class 2 contains 6910 members 
Entering Unmasked Estep 
Score: -6136821.500000 Penalty: 5125.568848
	Iteration 11Q: 3 clusters Score -6136822 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 6791 members 
Entering Unmasked Estep 
Score: -6137181.500000 Penalty: 5125.568848
	Iteration 12Q: 3 clusters Score -6137182 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -6137344.500000 Penalty: 5125.568848
	Iteration 13Q: 3 clusters Score -6137344 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24044 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -6137456.000000 Penalty: 5125.568848
	Iteration 14Q: 3 clusters Score -6137456 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24068 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -6137520.000000 Penalty: 5125.568848
	Iteration 15Q: 3 clusters Score -6137520 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24073 members 
Mstep: Class 2 contains 6682 members 
Entering Unmasked Estep 
Score: -6137589.000000 Penalty: 5125.568848
	Iteration 16Q: 3 clusters Score -6137589 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24055 members 
Mstep: Class 2 contains 6700 members 
Entering Unmasked Estep 
Score: -6137646.000000 Penalty: 5125.568848
	Iteration 17Q: 3 clusters Score -6137646 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24021 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -6137665.500000 Penalty: 5125.568848
	Iteration 18Q: 3 clusters Score -6137666 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 6765 members 
Entering Unmasked Estep 
Score: -6137707.500000 Penalty: 5125.568848
	Iteration 19Q: 3 clusters Score -6137708 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23960 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -6137742.000000 Penalty: 5125.568848
	Iteration 20F: 3 clusters Score -6137742 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23918 members 
Mstep: Class 2 contains 6837 members 
Entering Unmasked Estep 
Score: -6137778.500000 Penalty: 5125.568848
	Iteration 21Q: 3 clusters Score -6137778 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 6889 members 
Entering Unmasked Estep 
Score: -6137790.500000 Penalty: 5125.568848
	Iteration 22Q: 3 clusters Score -6137790 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23800 members 
Mstep: Class 2 contains 6955 members 
Entering Unmasked Estep 
Score: -6137814.500000 Penalty: 5125.568848
	Iteration 23Q: 3 clusters Score -6137814 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23756 members 
Mstep: Class 2 contains 6999 members 
Entering Unmasked Estep 
Score: -6137821.000000 Penalty: 5125.568848
	Iteration 24Q: 3 clusters Score -6137821 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23717 members 
Mstep: Class 2 contains 7038 members 
Entering Unmasked Estep 
Score: -6137844.000000 Penalty: 5125.568848
	Iteration 25Q: 3 clusters Score -6137844 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23672 members 
Mstep: Class 2 contains 7083 members 
Entering Unmasked Estep 
Score: -6137836.500000 Penalty: 5125.568848
	Iteration 26Q: 3 clusters Score -6137836 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 7125 members 
Entering Unmasked Estep 
Score: -6137844.500000 Penalty: 5125.568848
	Iteration 27Q: 3 clusters Score -6137844 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23592 members 
Mstep: Class 2 contains 7163 members 
Entering Unmasked Estep 
Score: -6137852.500000 Penalty: 5125.568848
	Iteration 28Q: 3 clusters Score -6137852 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23554 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -6137852.500000 Penalty: 5125.568848
	Iteration 29Q: 3 clusters Score -6137852 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23498 members 
Mstep: Class 2 contains 7257 members 
Entering Unmasked Estep 
Score: -6137852.500000 Penalty: 5125.568848
	Iteration 30Q: 3 clusters Score -6137852 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23448 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -6137839.500000 Penalty: 5125.568848
	Iteration 31Q: 3 clusters Score -6137840 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23396 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -6137871.500000 Penalty: 5125.568848
	Iteration 32Q: 3 clusters Score -6137872 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23339 members 
Mstep: Class 2 contains 7416 members 
Entering Unmasked Estep 
Score: -6137877.000000 Penalty: 5125.568848
	Iteration 33Q: 3 clusters Score -6137877 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23285 members 
Mstep: Class 2 contains 7470 members 
Entering Unmasked Estep 
Score: -6137898.500000 Penalty: 5125.568848
	Iteration 34Q: 3 clusters Score -6137898 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23242 members 
Mstep: Class 2 contains 7513 members 
Entering Unmasked Estep 
Score: -6137912.500000 Penalty: 5125.568848
	Iteration 35Q: 3 clusters Score -6137912 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23181 members 
Mstep: Class 2 contains 7574 members 
Entering Unmasked Estep 
Score: -6137933.500000 Penalty: 5125.568848
	Iteration 36Q: 3 clusters Score -6137934 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23116 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -6137939.500000 Penalty: 5125.568848
	Iteration 37Q: 3 clusters Score -6137940 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23033 members 
Mstep: Class 2 contains 7722 members 
Entering Unmasked Estep 
Score: -6137960.500000 Penalty: 5125.568848
	Iteration 38Q: 3 clusters Score -6137960 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 7788 members 
Entering Unmasked Estep 
Score: -6137959.000000 Penalty: 5125.568848
	Iteration 39Q: 3 clusters Score -6137959 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22891 members 
Mstep: Class 2 contains 7864 members 
Entering Unmasked Estep 
Score: -6137978.500000 Penalty: 5125.568848
	Iteration 40F: 3 clusters Score -6137978 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22821 members 
Mstep: Class 2 contains 7934 members 
Entering Unmasked Estep 
Score: -6137995.500000 Penalty: 5125.568848
	Iteration 41Q: 3 clusters Score -6137996 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22764 members 
Mstep: Class 2 contains 7991 members 
Entering Unmasked Estep 
Score: -6138018.500000 Penalty: 5125.568848
	Iteration 42Q: 3 clusters Score -6138018 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22722 members 
Mstep: Class 2 contains 8033 members 
Entering Unmasked Estep 
Score: -6138025.000000 Penalty: 5125.568848
	Iteration 43Q: 3 clusters Score -6138025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22680 members 
Mstep: Class 2 contains 8075 members 
Entering Unmasked Estep 
Score: -6138025.000000 Penalty: 5125.568848
	Iteration 44Q: 3 clusters Score -6138025 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22640 members 
Mstep: Class 2 contains 8115 members 
Entering Unmasked Estep 
Score: -6138039.000000 Penalty: 5125.568848
	Iteration 45Q: 3 clusters Score -6138039 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22596 members 
Mstep: Class 2 contains 8159 members 
Entering Unmasked Estep 
Score: -6138017.500000 Penalty: 5125.568848
	Iteration 46Q: 3 clusters Score -6138018 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -6138043.500000 Penalty: 5125.568848
	Iteration 47Q: 3 clusters Score -6138044 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22512 members 
Mstep: Class 2 contains 8243 members 
Entering Unmasked Estep 
Score: -6138056.000000 Penalty: 5125.568848
	Iteration 48Q: 3 clusters Score -6138056 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22486 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -6138068.000000 Penalty: 5125.568848
	Iteration 49Q: 3 clusters Score -6138068 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22450 members 
Mstep: Class 2 contains 8305 members 
Entering Unmasked Estep 
Score: -6138075.500000 Penalty: 5125.568848
	Iteration 50Q: 3 clusters Score -6138076 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22414 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -6138085.500000 Penalty: 5125.568848
	Iteration 51Q: 3 clusters Score -6138086 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22377 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -6138099.500000 Penalty: 5125.568848
	Iteration 52Q: 3 clusters Score -6138100 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22335 members 
Mstep: Class 2 contains 8420 members 
Entering Unmasked Estep 
Score: -6138106.000000 Penalty: 5125.568848
	Iteration 53Q: 3 clusters Score -6138106 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22302 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -6138117.500000 Penalty: 5125.568848
	Iteration 54Q: 3 clusters Score -6138118 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22264 members 
Mstep: Class 2 contains 8491 members 
Entering Unmasked Estep 
Score: -6138127.500000 Penalty: 5125.568848
	Iteration 55Q: 3 clusters Score -6138128 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22230 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -6138145.000000 Penalty: 5125.568848
	Iteration 56Q: 3 clusters Score -6138145 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22190 members 
Mstep: Class 2 contains 8565 members 
Entering Unmasked Estep 
Score: -6138130.500000 Penalty: 5125.568848
	Iteration 57Q: 3 clusters Score -6138130 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 8592 members 
Entering Unmasked Estep 
Score: -6138123.500000 Penalty: 5125.568848
	Iteration 58Q: 3 clusters Score -6138124 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22137 members 
Mstep: Class 2 contains 8618 members 
Entering Unmasked Estep 
Score: -6138122.000000 Penalty: 5125.568848
	Iteration 59Q: 3 clusters Score -6138122 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22110 members 
Mstep: Class 2 contains 8645 members 
Entering Unmasked Estep 
Score: -6138120.000000 Penalty: 5125.568848
	Iteration 60F: 3 clusters Score -6138120 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -6138144.000000 Penalty: 5125.568848
	Iteration 61Q: 3 clusters Score -6138144 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22044 members 
Mstep: Class 2 contains 8711 members 
Entering Unmasked Estep 
Score: -6138153.000000 Penalty: 5125.568848
	Iteration 62Q: 3 clusters Score -6138153 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 8742 members 
Entering Unmasked Estep 
Score: -6138162.000000 Penalty: 5125.568848
	Iteration 63Q: 3 clusters Score -6138162 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 21980 members 
Mstep: Class 2 contains 8775 members 
Entering Unmasked Estep 
Score: -6138167.500000 Penalty: 5125.568848
	Iteration 64Q: 3 clusters Score -6138168 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21943 members 
Mstep: Class 2 contains 8812 members 
Entering Unmasked Estep 
Score: -6138161.500000 Penalty: 5125.568848
	Iteration 65Q: 3 clusters Score -6138162 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21890 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -6138163.500000 Penalty: 5125.568848
	Iteration 66Q: 3 clusters Score -6138164 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21837 members 
Mstep: Class 2 contains 8918 members 
Entering Unmasked Estep 
Score: -6138165.000000 Penalty: 5125.568848
	Iteration 67Q: 3 clusters Score -6138165 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 8977 members 
Entering Unmasked Estep 
Score: -6138168.500000 Penalty: 5125.568848
	Iteration 68Q: 3 clusters Score -6138168 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21721 members 
Mstep: Class 2 contains 9034 members 
Entering Unmasked Estep 
Score: -6138182.500000 Penalty: 5125.568848
	Iteration 69Q: 3 clusters Score -6138182 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21657 members 
Mstep: Class 2 contains 9098 members 
Entering Unmasked Estep 
Score: -6138172.000000 Penalty: 5125.568848
	Iteration 70Q: 3 clusters Score -6138172 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 9164 members 
Entering Unmasked Estep 
Score: -6138169.500000 Penalty: 5125.568848
	Iteration 71Q: 3 clusters Score -6138170 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21519 members 
Mstep: Class 2 contains 9236 members 
Entering Unmasked Estep 
Score: -6138151.500000 Penalty: 5125.568848
	Iteration 72Q: 3 clusters Score -6138152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 9321 members 
Entering Unmasked Estep 
Score: -6138152.500000 Penalty: 5125.568848
	Iteration 73Q: 3 clusters Score -6138152 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 9412 members 
Entering Unmasked Estep 
Score: -6138169.500000 Penalty: 5125.568848
	Iteration 74Q: 3 clusters Score -6138170 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21252 members 
Mstep: Class 2 contains 9503 members 
Entering Unmasked Estep 
Score: -6138160.000000 Penalty: 5125.568848
	Iteration 75Q: 3 clusters Score -6138160 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21160 members 
Mstep: Class 2 contains 9595 members 
Entering Unmasked Estep 
Score: -6138151.000000 Penalty: 5125.568848
	Iteration 76Q: 3 clusters Score -6138151 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 9683 members 
Entering Unmasked Estep 
Score: -6138179.000000 Penalty: 5125.568848
	Iteration 77Q: 3 clusters Score -6138179 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 9760 members 
Entering Unmasked Estep 
Score: -6138173.500000 Penalty: 5125.568848
	Iteration 78Q: 3 clusters Score -6138174 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 9837 members 
Entering Unmasked Estep 
Score: -6138166.500000 Penalty: 5125.568848
	Iteration 79Q: 3 clusters Score -6138166 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20828 members 
Mstep: Class 2 contains 9927 members 
Entering Unmasked Estep 
Score: -6138158.500000 Penalty: 5125.568848
	Iteration 80F: 3 clusters Score -6138158 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20737 members 
Mstep: Class 2 contains 10018 members 
Entering Unmasked Estep 
Score: -6138180.000000 Penalty: 5125.568848
	Iteration 81Q: 3 clusters Score -6138180 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20653 members 
Mstep: Class 2 contains 10102 members 
Entering Unmasked Estep 
Score: -6138177.000000 Penalty: 5125.568848
	Iteration 82Q: 3 clusters Score -6138177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20570 members 
Mstep: Class 2 contains 10185 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -6138173 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -6138170.000000 Penalty: 5125.568848
	Iteration 84Q: 3 clusters Score -6138170 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -6138188.500000 Penalty: 5125.568848
	Iteration 85Q: 3 clusters Score -6138188 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20359 members 
Mstep: Class 2 contains 10396 members 
Entering Unmasked Estep 
Score: -6138173.500000 Penalty: 5125.568848
	Iteration 86Q: 3 clusters Score -6138174 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20285 members 
Mstep: Class 2 contains 10470 members 
Entering Unmasked Estep 
Score: -6138193.500000 Penalty: 5125.568848
	Iteration 87Q: 3 clusters Score -6138194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20204 members 
Mstep: Class 2 contains 10551 members 
Entering Unmasked Estep 
Score: -6138183.000000 Penalty: 5125.568848
	Iteration 88Q: 3 clusters Score -6138183 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20108 members 
Mstep: Class 2 contains 10647 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6138174 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20018 members 
Mstep: Class 2 contains 10737 members 
Entering Unmasked Estep 
Score: -6138177.000000 Penalty: 5125.568848
	Iteration 90Q: 3 clusters Score -6138177 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19933 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -6138181.000000 Penalty: 5125.568848
	Iteration 91Q: 3 clusters Score -6138181 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19825 members 
Mstep: Class 2 contains 10930 members 
Entering Unmasked Estep 
Score: -6138182.000000 Penalty: 5125.568848
	Iteration 92Q: 3 clusters Score -6138182 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19729 members 
Mstep: Class 2 contains 11026 members 
Entering Unmasked Estep 
Score: -6138204.000000 Penalty: 5125.568848
	Iteration 93Q: 3 clusters Score -6138204 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19632 members 
Mstep: Class 2 contains 11123 members 
Entering Unmasked Estep 
Score: -6138207.500000 Penalty: 5125.568848
	Iteration 94Q: 3 clusters Score -6138208 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 11218 members 
Entering Unmasked Estep 
Score: -6138218.500000 Penalty: 5125.568848
	Iteration 95Q: 3 clusters Score -6138218 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19464 members 
Mstep: Class 2 contains 11291 members 
Entering Unmasked Estep 
Score: -6138214.500000 Penalty: 5125.568848
	Iteration 96Q: 3 clusters Score -6138214 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19399 members 
Mstep: Class 2 contains 11356 members 
Entering Unmasked Estep 
Score: -6138213.000000 Penalty: 5125.568848
	Iteration 97Q: 3 clusters Score -6138213 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19330 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -6138209.000000 Penalty: 5125.568848
	Iteration 98Q: 3 clusters Score -6138209 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19259 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -6138216.500000 Penalty: 5125.568848
	Iteration 99Q: 3 clusters Score -6138216 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 11570 members 
Entering Unmasked Estep 
Score: -6138208.500000 Penalty: 5125.568848
	Iteration 100F: 3 clusters Score -6138208 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19120 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -6138219.500000 Penalty: 5125.568848
	Iteration 101Q: 3 clusters Score -6138220 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19059 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -6138218 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 11764 members 
Entering Unmasked Estep 
Score: -6138210.000000 Penalty: 5125.568848
	Iteration 103Q: 3 clusters Score -6138210 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18916 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -6138225.500000 Penalty: 5125.568848
	Iteration 104Q: 3 clusters Score -6138226 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18843 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -6138233.500000 Penalty: 5125.568848
	Iteration 105Q: 3 clusters Score -6138234 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18778 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -6138231.500000 Penalty: 5125.568848
	Iteration 106Q: 3 clusters Score -6138232 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 12033 members 
Entering Unmasked Estep 
Score: -6138206.500000 Penalty: 5125.568848
	Iteration 107Q: 3 clusters Score -6138206 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18663 members 
Mstep: Class 2 contains 12092 members 
Entering Unmasked Estep 
Score: -6138203.500000 Penalty: 5125.568848
	Iteration 108Q: 3 clusters Score -6138204 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -6138212.000000 Penalty: 5125.568848
	Iteration 109Q: 3 clusters Score -6138212 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 12222 members 
Entering Unmasked Estep 
Score: -6138214.000000 Penalty: 5125.568848
	Iteration 110Q: 3 clusters Score -6138214 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18459 members 
Mstep: Class 2 contains 12296 members 
Entering Unmasked Estep 
Score: -6138205.500000 Penalty: 5125.568848
	Iteration 111Q: 3 clusters Score -6138206 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18404 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -6138190.000000 Penalty: 5125.568848
	Iteration 112Q: 3 clusters Score -6138190 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 12404 members 
Entering Unmasked Estep 
Score: -6138194.000000 Penalty: 5125.568848
	Iteration 113Q: 3 clusters Score -6138194 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18285 members 
Mstep: Class 2 contains 12470 members 
Entering Unmasked Estep 
Score: -6138197.000000 Penalty: 5125.568848
	Iteration 114Q: 3 clusters Score -6138197 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18222 members 
Mstep: Class 2 contains 12533 members 
Entering Unmasked Estep 
Score: -6138199.000000 Penalty: 5125.568848
	Iteration 115Q: 3 clusters Score -6138199 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18175 members 
Mstep: Class 2 contains 12580 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -6138190 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18135 members 
Mstep: Class 2 contains 12620 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6138197 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 12660 members 
Entering Unmasked Estep 
Score: -6138194.500000 Penalty: 5125.568848
	Iteration 118Q: 3 clusters Score -6138194 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18058 members 
Mstep: Class 2 contains 12697 members 
Entering Unmasked Estep 
Score: -6138206.000000 Penalty: 5125.568848
	Iteration 119Q: 3 clusters Score -6138206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18030 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -6138205.500000 Penalty: 5125.568848
	Iteration 120F: 3 clusters Score -6138206 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18000 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -6138197.500000 Penalty: 5125.568848
	Iteration 121Q: 3 clusters Score -6138198 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17969 members 
Mstep: Class 2 contains 12786 members 
Entering Unmasked Estep 
Score: -6138192.500000 Penalty: 5125.568848
	Iteration 122Q: 3 clusters Score -6138192 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17946 members 
Mstep: Class 2 contains 12809 members 
Entering Unmasked Estep 
Score: -6138192.500000 Penalty: 5125.568848
	Iteration 123Q: 3 clusters Score -6138192 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 12834 members 
Entering Unmasked Estep 
Score: -6138185.500000 Penalty: 5125.568848
	Iteration 124Q: 3 clusters Score -6138186 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 12853 members 
Entering Unmasked Estep 
Score: -6138183.500000 Penalty: 5125.568848
	Iteration 125Q: 3 clusters Score -6138184 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17883 members 
Mstep: Class 2 contains 12872 members 
Entering Unmasked Estep 
Score: -6138182.000000 Penalty: 5125.568848
	Iteration 126Q: 3 clusters Score -6138182 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17864 members 
Mstep: Class 2 contains 12891 members 
Entering Unmasked Estep 
Score: -6138177.000000 Penalty: 5125.568848
	Iteration 127Q: 3 clusters Score -6138177 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 12909 members 
Entering Unmasked Estep 
Score: -6138178.500000 Penalty: 5125.568848
	Iteration 128Q: 3 clusters Score -6138178 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 12929 members 
Entering Unmasked Estep 
Score: -6138173.000000 Penalty: 5125.568848
	Iteration 129Q: 3 clusters Score -6138173 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -6138171.500000 Penalty: 5125.568848
	Iteration 130Q: 3 clusters Score -6138172 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 13007 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6138172 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17707 members 
Mstep: Class 2 contains 13048 members 
Entering Unmasked Estep 
Score: -6138160.500000 Penalty: 5125.568848
	Iteration 132Q: 3 clusters Score -6138160 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17650 members 
Mstep: Class 2 contains 13105 members 
Entering Unmasked Estep 
Score: -6138151.500000 Penalty: 5125.568848
	Iteration 133Q: 3 clusters Score -6138152 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -6138157.000000 Penalty: 5125.568848
	Iteration 134Q: 3 clusters Score -6138157 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17544 members 
Mstep: Class 2 contains 13211 members 
Entering Unmasked Estep 
Score: -6138141.000000 Penalty: 5125.568848
	Iteration 135Q: 3 clusters Score -6138141 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17493 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -6138156.000000 Penalty: 5125.568848
	Iteration 136Q: 3 clusters Score -6138156 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17438 members 
Mstep: Class 2 contains 13317 members 
Entering Unmasked Estep 
Score: -6138159.500000 Penalty: 5125.568848
	Iteration 137Q: 3 clusters Score -6138160 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17366 members 
Mstep: Class 2 contains 13389 members 
Entering Unmasked Estep 
Score: -6138149.500000 Penalty: 5125.568848
	Iteration 138Q: 3 clusters Score -6138150 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17300 members 
Mstep: Class 2 contains 13455 members 
Entering Unmasked Estep 
Score: -6138143.000000 Penalty: 5125.568848
	Iteration 139Q: 3 clusters Score -6138143 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -6138136.000000 Penalty: 5125.568848
	Iteration 140F: 3 clusters Score -6138136 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17181 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -6138133.500000 Penalty: 5125.568848
	Iteration 141Q: 3 clusters Score -6138134 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17116 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -6138113.500000 Penalty: 5125.568848
	Iteration 142Q: 3 clusters Score -6138114 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17062 members 
Mstep: Class 2 contains 13693 members 
Entering Unmasked Estep 
Score: -6138116.000000 Penalty: 5125.568848
	Iteration 143Q: 3 clusters Score -6138116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -6138132.000000 Penalty: 5125.568848
	Iteration 144Q: 3 clusters Score -6138132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17001 members 
Mstep: Class 2 contains 13754 members 
Entering Unmasked Estep 
Score: -6138115.500000 Penalty: 5125.568848
	Iteration 145Q: 3 clusters Score -6138116 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16967 members 
Mstep: Class 2 contains 13788 members 
Entering Unmasked Estep 
Score: -6138107.000000 Penalty: 5125.568848
	Iteration 146Q: 3 clusters Score -6138107 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16931 members 
Mstep: Class 2 contains 13824 members 
Entering Unmasked Estep 
Score: -6138106.500000 Penalty: 5125.568848
	Iteration 147Q: 3 clusters Score -6138106 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16901 members 
Mstep: Class 2 contains 13854 members 
Entering Unmasked Estep 
Score: -6138089.500000 Penalty: 5125.568848
	Iteration 148Q: 3 clusters Score -6138090 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16872 members 
Mstep: Class 2 contains 13883 members 
Entering Unmasked Estep 
Score: -6138100.000000 Penalty: 5125.568848
	Iteration 149Q: 3 clusters Score -6138100 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 13911 members 
Entering Unmasked Estep 
Score: -6138104.500000 Penalty: 5125.568848
	Iteration 150Q: 3 clusters Score -6138104 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16818 members 
Mstep: Class 2 contains 13937 members 
Entering Unmasked Estep 
Score: -6138112.500000 Penalty: 5125.568848
	Iteration 151Q: 3 clusters Score -6138112 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16793 members 
Mstep: Class 2 contains 13962 members 
Entering Unmasked Estep 
Score: -6138105.500000 Penalty: 5125.568848
	Iteration 152Q: 3 clusters Score -6138106 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16769 members 
Mstep: Class 2 contains 13986 members 
Entering Unmasked Estep 
Score: -6138105.000000 Penalty: 5125.568848
	Iteration 153Q: 3 clusters Score -6138105 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 14010 members 
Entering Unmasked Estep 
Score: -6138117.500000 Penalty: 5125.568848
	Iteration 154Q: 3 clusters Score -6138118 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16722 members 
Mstep: Class 2 contains 14033 members 
Entering Unmasked Estep 
Score: -6138105.500000 Penalty: 5125.568848
	Iteration 155Q: 3 clusters Score -6138106 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 14055 members 
Entering Unmasked Estep 
Score: -6138096.000000 Penalty: 5125.568848
	Iteration 156Q: 3 clusters Score -6138096 nChanged 26
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 14111 members 
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Entering Unmasked Estep 
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	Iteration 160F: 3 clusters Score -6138077 nChanged 24
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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 164Q: 3 clusters Score -6138086 nChanged 24
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Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -6138078 nChanged 34
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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 170Q: 3 clusters Score -6138090 nChanged 62
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Mstep: Class 2 contains 14624 members 
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	Iteration 172Q: 3 clusters Score -6138084 nChanged 62
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -6138058 nChanged 57
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6138059 nChanged 54
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6138067 nChanged 55
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 178Q: 3 clusters Score -6138042 nChanged 56
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	Iteration 179Q: 3 clusters Score -6138064 nChanged 67
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	Iteration 180F: 3 clusters Score -6138066 nChanged 69
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -6138068 nChanged 72
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -6138046 nChanged 59
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	Iteration 184Q: 3 clusters Score -6138038 nChanged 59
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	Iteration 185Q: 3 clusters Score -6138015 nChanged 66
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	Iteration 186Q: 3 clusters Score -6138041 nChanged 65
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -6138034 nChanged 57
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	Iteration 189Q: 3 clusters Score -6138047 nChanged 41
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	Iteration 190Q: 3 clusters Score -6138049 nChanged 30
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	Iteration 191Q: 3 clusters Score -6138040 nChanged 30
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	Iteration 195Q: 3 clusters Score -6138034 nChanged 36
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -6137996 nChanged 16
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	Iteration 202Q: 3 clusters Score -6138000 nChanged 5
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	Iteration 205Q: 3 clusters Score -6138002 nChanged 1
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	Iteration 206Q: 3 clusters Score -6138003 nChanged 2
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	Iteration 207Q: 3 clusters Score -6138002 nChanged 3
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	Iteration 209Q: 3 clusters Score -6138002 nChanged 4
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	Iteration 216Q: 3 clusters Score -6137979 nChanged 3
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	Iteration 217Q: 3 clusters Score -6137991 nChanged 1
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	Iteration 219Q: 3 clusters Score -6137990 nChanged 3
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	Iteration 220F: 3 clusters Score -6137988 nChanged 8
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	Iteration 222Q: 3 clusters Score -6137996 nChanged 9
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	Iteration 223Q: 3 clusters Score -6137988 nChanged 16
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	Iteration 224Q: 3 clusters Score -6137980 nChanged 10
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	Iteration 225Q: 3 clusters Score -6137976 nChanged 11
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	Iteration 226Q: 3 clusters Score -6137976 nChanged 20
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	Iteration 227Q: 3 clusters Score -6137968 nChanged 25
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	Iteration 228Q: 3 clusters Score -6137984 nChanged 22
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	Iteration 229Q: 3 clusters Score -6137960 nChanged 10
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	Iteration 230Q: 3 clusters Score -6137965 nChanged 22
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	Iteration 231Q: 3 clusters Score -6137968 nChanged 22
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	Iteration 232Q: 3 clusters Score -6137968 nChanged 19
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	Iteration 236Q: 3 clusters Score -6137948 nChanged 13
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	Iteration 238Q: 3 clusters Score -6137952 nChanged 19
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	Iteration 239Q: 3 clusters Score -6137949 nChanged 23
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	Iteration 240F: 3 clusters Score -6137938 nChanged 25
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	Iteration 241Q: 3 clusters Score -6137950 nChanged 19
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	Iteration 249Q: 3 clusters Score -6137940 nChanged 20
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Entering Unmasked Estep 
Score: -6137931.000000 Penalty: 5125.568848
	Iteration 250Q: 3 clusters Score -6137931 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14180 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -6137922.500000 Penalty: 5125.568848
	Iteration 251Q: 3 clusters Score -6137922 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14167 members 
Mstep: Class 2 contains 16588 members 
Entering Unmasked Estep 
Score: -6137923.000000 Penalty: 5125.568848
	Iteration 252Q: 3 clusters Score -6137923 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 16600 members 
Entering Unmasked Estep 
Score: -6137926.500000 Penalty: 5125.568848
	Iteration 253Q: 3 clusters Score -6137926 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 16607 members 
Entering Unmasked Estep 
Score: -6137932.000000 Penalty: 5125.568848
	Iteration 254Q: 3 clusters Score -6137932 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14141 members 
Mstep: Class 2 contains 16614 members 
Entering Unmasked Estep 
Score: -6137931.000000 Penalty: 5125.568848
	Iteration 255Q: 3 clusters Score -6137931 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14129 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -6137937.500000 Penalty: 5125.568848
	Iteration 256Q: 3 clusters Score -6137938 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14122 members 
Mstep: Class 2 contains 16633 members 
Entering Unmasked Estep 
Score: -6137931.000000 Penalty: 5125.568848
	Iteration 257Q: 3 clusters Score -6137931 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14118 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -6137927.000000 Penalty: 5125.568848
	Iteration 258Q: 3 clusters Score -6137927 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14112 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -6137927.500000 Penalty: 5125.568848
	Iteration 259Q: 3 clusters Score -6137928 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14097 members 
Mstep: Class 2 contains 16658 members 
Entering Unmasked Estep 
Score: -6137932.000000 Penalty: 5125.568848
	Iteration 260F: 3 clusters Score -6137932 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 16679 members 
Entering Unmasked Estep 
Score: -6137921.500000 Penalty: 5125.568848
	Iteration 261Q: 3 clusters Score -6137922 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14055 members 
Mstep: Class 2 contains 16700 members 
Entering Unmasked Estep 
Score: -6137916.000000 Penalty: 5125.568848
	Iteration 262Q: 3 clusters Score -6137916 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14026 members 
Mstep: Class 2 contains 16729 members 
Entering Unmasked Estep 
Score: -6137925.000000 Penalty: 5125.568848
	Iteration 263Q: 3 clusters Score -6137925 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13998 members 
Mstep: Class 2 contains 16757 members 
Entering Unmasked Estep 
Score: -6137913.500000 Penalty: 5125.568848
	Iteration 264Q: 3 clusters Score -6137914 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13971 members 
Mstep: Class 2 contains 16784 members 
Entering Unmasked Estep 
Score: -6137908.500000 Penalty: 5125.568848
	Iteration 265Q: 3 clusters Score -6137908 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13946 members 
Mstep: Class 2 contains 16809 members 
Entering Unmasked Estep 
Score: -6137906.500000 Penalty: 5125.568848
	Iteration 266Q: 3 clusters Score -6137906 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13916 members 
Mstep: Class 2 contains 16839 members 
Entering Unmasked Estep 
Score: -6137907.500000 Penalty: 5125.568848
	Iteration 267Q: 3 clusters Score -6137908 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13886 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -6137909.000000 Penalty: 5125.568848
	Iteration 268Q: 3 clusters Score -6137909 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 16904 members 
Entering Unmasked Estep 
Score: -6137908.000000 Penalty: 5125.568848
	Iteration 269Q: 3 clusters Score -6137908 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13821 members 
Mstep: Class 2 contains 16934 members 
Entering Unmasked Estep 
Score: -6137906.000000 Penalty: 5125.568848
	Iteration 270Q: 3 clusters Score -6137906 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13787 members 
Mstep: Class 2 contains 16968 members 
Entering Unmasked Estep 
Score: -6137900.500000 Penalty: 5125.568848
	Iteration 271Q: 3 clusters Score -6137900 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13754 members 
Mstep: Class 2 contains 17001 members 
Entering Unmasked Estep 
Score: -6137891.500000 Penalty: 5125.568848
	Iteration 272Q: 3 clusters Score -6137892 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 17040 members 
Entering Unmasked Estep 
Score: -6137887.000000 Penalty: 5125.568848
	Iteration 273Q: 3 clusters Score -6137887 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13680 members 
Mstep: Class 2 contains 17075 members 
Entering Unmasked Estep 
Score: -6137869.000000 Penalty: 5125.568848
	Iteration 274Q: 3 clusters Score -6137869 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 17116 members 
Entering Unmasked Estep 
Score: -6137865.500000 Penalty: 5125.568848
	Iteration 275Q: 3 clusters Score -6137866 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -6137868.000000 Penalty: 5125.568848
	Iteration 276Q: 3 clusters Score -6137868 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 17193 members 
Entering Unmasked Estep 
Score: -6137877.000000 Penalty: 5125.568848
	Iteration 277Q: 3 clusters Score -6137877 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13526 members 
Mstep: Class 2 contains 17229 members 
Entering Unmasked Estep 
Score: -6137855.500000 Penalty: 5125.568848
	Iteration 278Q: 3 clusters Score -6137856 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13481 members 
Mstep: Class 2 contains 17274 members 
Entering Unmasked Estep 
Score: -6137840.500000 Penalty: 5125.568848
	Iteration 279Q: 3 clusters Score -6137840 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13441 members 
Mstep: Class 2 contains 17314 members 
Entering Unmasked Estep 
Score: -6137829.500000 Penalty: 5125.568848
	Iteration 280F: 3 clusters Score -6137830 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 17359 members 
Entering Unmasked Estep 
Score: -6137830.000000 Penalty: 5125.568848
	Iteration 281Q: 3 clusters Score -6137830 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13355 members 
Mstep: Class 2 contains 17400 members 
Entering Unmasked Estep 
Score: -6137825.000000 Penalty: 5125.568848
	Iteration 282Q: 3 clusters Score -6137825 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13301 members 
Mstep: Class 2 contains 17454 members 
Entering Unmasked Estep 
Score: -6137829.000000 Penalty: 5125.568848
	Iteration 283Q: 3 clusters Score -6137829 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13241 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -6137818.500000 Penalty: 5125.568848
	Iteration 284Q: 3 clusters Score -6137818 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13173 members 
Mstep: Class 2 contains 17582 members 
Entering Unmasked Estep 
Score: -6137805.500000 Penalty: 5125.568848
	Iteration 285Q: 3 clusters Score -6137806 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13101 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -6137804.000000 Penalty: 5125.568848
	Iteration 286Q: 3 clusters Score -6137804 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13023 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -6137808.000000 Penalty: 5125.568848
	Iteration 287Q: 3 clusters Score -6137808 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -6137818.500000 Penalty: 5125.568848
	Iteration 288Q: 3 clusters Score -6137818 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12866 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -6137817.500000 Penalty: 5125.568848
	Iteration 289Q: 3 clusters Score -6137818 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12773 members 
Mstep: Class 2 contains 17982 members 
Entering Unmasked Estep 
Score: -6137811.000000 Penalty: 5125.568848
	Iteration 290Q: 3 clusters Score -6137811 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12665 members 
Mstep: Class 2 contains 18090 members 
Entering Unmasked Estep 
Score: -6137794.000000 Penalty: 5125.568848
	Iteration 291Q: 3 clusters Score -6137794 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12569 members 
Mstep: Class 2 contains 18186 members 
Entering Unmasked Estep 
Score: -6137799.500000 Penalty: 5125.568848
	Iteration 292Q: 3 clusters Score -6137800 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12469 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -6137778.000000 Penalty: 5125.568848
	Iteration 293Q: 3 clusters Score -6137778 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12372 members 
Mstep: Class 2 contains 18383 members 
Entering Unmasked Estep 
Score: -6137767.500000 Penalty: 5125.568848
	Iteration 294Q: 3 clusters Score -6137768 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12275 members 
Mstep: Class 2 contains 18480 members 
Entering Unmasked Estep 
Score: -6137769.000000 Penalty: 5125.568848
	Iteration 295Q: 3 clusters Score -6137769 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -6137759.500000 Penalty: 5125.568848
	Iteration 296Q: 3 clusters Score -6137760 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12113 members 
Mstep: Class 2 contains 18642 members 
Entering Unmasked Estep 
Score: -6137748.000000 Penalty: 5125.568848
	Iteration 297Q: 3 clusters Score -6137748 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12036 members 
Mstep: Class 2 contains 18719 members 
Entering Unmasked Estep 
Score: -6137732.500000 Penalty: 5125.568848
	Iteration 298Q: 3 clusters Score -6137732 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11966 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -6137734.000000 Penalty: 5125.568848
	Iteration 299Q: 3 clusters Score -6137734 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11892 members 
Mstep: Class 2 contains 18863 members 
Entering Unmasked Estep 
Score: -6137729.500000 Penalty: 5125.568848
	Iteration 300F: 3 clusters Score -6137730 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 18938 members 
Entering Unmasked Estep 
Score: -6137747.000000 Penalty: 5125.568848
	Iteration 301Q: 3 clusters Score -6137747 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11756 members 
Mstep: Class 2 contains 18999 members 
Entering Unmasked Estep 
Score: -6137743.000000 Penalty: 5125.568848
	Iteration 302Q: 3 clusters Score -6137743 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11712 members 
Mstep: Class 2 contains 19043 members 
Entering Unmasked Estep 
Score: -6137735.500000 Penalty: 5125.568848
	Iteration 303Q: 3 clusters Score -6137736 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11671 members 
Mstep: Class 2 contains 19084 members 
Entering Unmasked Estep 
Score: -6137730.500000 Penalty: 5125.568848
	Iteration 304Q: 3 clusters Score -6137730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11624 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
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	Iteration 305Q: 3 clusters Score -6137730 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11573 members 
Mstep: Class 2 contains 19182 members 
Entering Unmasked Estep 
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	Iteration 306Q: 3 clusters Score -6137730 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 19232 members 
Entering Unmasked Estep 
Score: -6137720.500000 Penalty: 5125.568848
	Iteration 307Q: 3 clusters Score -6137720 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11467 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -6137718.000000 Penalty: 5125.568848
	Iteration 308Q: 3 clusters Score -6137718 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11417 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -6137719.000000 Penalty: 5125.568848
	Iteration 309Q: 3 clusters Score -6137719 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11376 members 
Mstep: Class 2 contains 19379 members 
Entering Unmasked Estep 
Score: -6137713.500000 Penalty: 5125.568848
	Iteration 310Q: 3 clusters Score -6137714 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11331 members 
Mstep: Class 2 contains 19424 members 
Entering Unmasked Estep 
Score: -6137710.000000 Penalty: 5125.568848
	Iteration 311Q: 3 clusters Score -6137710 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11291 members 
Mstep: Class 2 contains 19464 members 
Entering Unmasked Estep 
Score: -6137716.000000 Penalty: 5125.568848
	Iteration 312Q: 3 clusters Score -6137716 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 19498 members 
Entering Unmasked Estep 
Score: -6137714.000000 Penalty: 5125.568848
	Iteration 313Q: 3 clusters Score -6137714 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11221 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -6137720.000000 Penalty: 5125.568848
	Iteration 314Q: 3 clusters Score -6137720 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11193 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -6137717.500000 Penalty: 5125.568848
	Iteration 315Q: 3 clusters Score -6137718 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 19588 members 
Entering Unmasked Estep 
Score: -6137712.000000 Penalty: 5125.568848
	Iteration 316Q: 3 clusters Score -6137712 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11142 members 
Mstep: Class 2 contains 19613 members 
Entering Unmasked Estep 
Score: -6137701.000000 Penalty: 5125.568848
	Iteration 317Q: 3 clusters Score -6137701 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -6137710.000000 Penalty: 5125.568848
	Iteration 318Q: 3 clusters Score -6137710 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11086 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -6137704.000000 Penalty: 5125.568848
	Iteration 319Q: 3 clusters Score -6137704 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 19689 members 
Entering Unmasked Estep 
Score: -6137710.000000 Penalty: 5125.568848
	Iteration 320F: 3 clusters Score -6137710 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11047 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
Score: -6137699.000000 Penalty: 5125.568848
	Iteration 321Q: 3 clusters Score -6137699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -6137698.000000 Penalty: 5125.568848
	Iteration 322Q: 3 clusters Score -6137698 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 19749 members 
Entering Unmasked Estep 
Score: -6137703.500000 Penalty: 5125.568848
	Iteration 323Q: 3 clusters Score -6137704 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10980 members 
Mstep: Class 2 contains 19775 members 
Entering Unmasked Estep 
Score: -6137700.000000 Penalty: 5125.568848
	Iteration 324Q: 3 clusters Score -6137700 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10957 members 
Mstep: Class 2 contains 19798 members 
Entering Unmasked Estep 
Score: -6137702.000000 Penalty: 5125.568848
	Iteration 325Q: 3 clusters Score -6137702 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 19825 members 
Entering Unmasked Estep 
Score: -6137690.500000 Penalty: 5125.568848
	Iteration 326Q: 3 clusters Score -6137690 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10907 members 
Mstep: Class 2 contains 19848 members 
Entering Unmasked Estep 
Score: -6137679.500000 Penalty: 5125.568848
	Iteration 327Q: 3 clusters Score -6137680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10877 members 
Mstep: Class 2 contains 19878 members 
Entering Unmasked Estep 
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	Iteration 328Q: 3 clusters Score -6137680 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10849 members 
Mstep: Class 2 contains 19906 members 
Entering Unmasked Estep 
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	Iteration 329Q: 3 clusters Score -6137680 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 19930 members 
Entering Unmasked Estep 
Score: -6137675.000000 Penalty: 5125.568848
	Iteration 330Q: 3 clusters Score -6137675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10797 members 
Mstep: Class 2 contains 19958 members 
Entering Unmasked Estep 
Score: -6137668.000000 Penalty: 5125.568848
	Iteration 331Q: 3 clusters Score -6137668 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10772 members 
Mstep: Class 2 contains 19983 members 
Entering Unmasked Estep 
Score: -6137651.000000 Penalty: 5125.568848
	Iteration 332Q: 3 clusters Score -6137651 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10745 members 
Mstep: Class 2 contains 20010 members 
Entering Unmasked Estep 
Score: -6137644.500000 Penalty: 5125.568848
	Iteration 333Q: 3 clusters Score -6137644 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10716 members 
Mstep: Class 2 contains 20039 members 
Entering Unmasked Estep 
Score: -6137648.000000 Penalty: 5125.568848
	Iteration 334Q: 3 clusters Score -6137648 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 20069 members 
Entering Unmasked Estep 
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	Iteration 335Q: 3 clusters Score -6137648 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 20101 members 
Entering Unmasked Estep 
Score: -6137642.000000 Penalty: 5125.568848
	Iteration 336Q: 3 clusters Score -6137642 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10629 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -6137640.000000 Penalty: 5125.568848
	Iteration 337Q: 3 clusters Score -6137640 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10589 members 
Mstep: Class 2 contains 20166 members 
Entering Unmasked Estep 
Score: -6137637.500000 Penalty: 5125.568848
	Iteration 338Q: 3 clusters Score -6137638 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10552 members 
Mstep: Class 2 contains 20203 members 
Entering Unmasked Estep 
Score: -6137634.000000 Penalty: 5125.568848
	Iteration 339Q: 3 clusters Score -6137634 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10509 members 
Mstep: Class 2 contains 20246 members 
Entering Unmasked Estep 
Score: -6137629.500000 Penalty: 5125.568848
	Iteration 340F: 3 clusters Score -6137630 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 20286 members 
Entering Unmasked Estep 
Score: -6137632.000000 Penalty: 5125.568848
	Iteration 341Q: 3 clusters Score -6137632 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10427 members 
Mstep: Class 2 contains 20328 members 
Entering Unmasked Estep 
Score: -6137617.500000 Penalty: 5125.568848
	Iteration 342Q: 3 clusters Score -6137618 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10378 members 
Mstep: Class 2 contains 20377 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10327 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
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	Iteration 344Q: 3 clusters Score -6137616 nChanged 50
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Mstep: Class 1 contains 10277 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 20528 members 
Entering Unmasked Estep 
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	Iteration 346Q: 3 clusters Score -6137613 nChanged 46
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Mstep: Class 1 contains 10181 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
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	Iteration 347Q: 3 clusters Score -6137606 nChanged 47
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Mstep: Class 2 contains 20621 members 
Entering Unmasked Estep 
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	Iteration 348Q: 3 clusters Score -6137604 nChanged 61
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Mstep: Class 1 contains 10073 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
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	Iteration 349Q: 3 clusters Score -6137600 nChanged 64
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Mstep: Class 1 contains 10009 members 
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Entering Unmasked Estep 
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	Iteration 350Q: 3 clusters Score -6137604 nChanged 73
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Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
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	Iteration 351Q: 3 clusters Score -6137591 nChanged 71
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Mstep: Class 2 contains 20890 members 
Entering Unmasked Estep 
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	Iteration 352Q: 3 clusters Score -6137590 nChanged 68
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Mstep: Class 2 contains 20956 members 
Entering Unmasked Estep 
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	Iteration 353Q: 3 clusters Score -6137582 nChanged 55
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Entering Unmasked Estep 
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	Iteration 354Q: 3 clusters Score -6137572 nChanged 44
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Mstep: Class 1 contains 9657 members 
Mstep: Class 2 contains 21098 members 
Entering Unmasked Estep 
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	Iteration 356Q: 3 clusters Score -6137558 nChanged 43
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Mstep: Class 1 contains 9616 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9580 members 
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Entering Unmasked Estep 
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	Iteration 358Q: 3 clusters Score -6137556 nChanged 41
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Mstep: Class 1 contains 9541 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9493 members 
Mstep: Class 2 contains 21262 members 
Entering Unmasked Estep 
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	Iteration 360F: 3 clusters Score -6137518 nChanged 50
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Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 21310 members 
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	Iteration 361Q: 3 clusters Score -6137514 nChanged 33
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	Iteration 362Q: 3 clusters Score -6137513 nChanged 27
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Mstep: Class 1 contains 9387 members 
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Entering Unmasked Estep 
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	Iteration 363Q: 3 clusters Score -6137512 nChanged 21
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Mstep: Class 1 contains 9368 members 
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Mstep: Class 1 contains 9350 members 
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Mstep: Class 1 contains 9330 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 9310 members 
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Mstep: Class 1 contains 9297 members 
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	Iteration 368Q: 3 clusters Score -6137490 nChanged 16
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Mstep: Class 1 contains 9281 members 
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Entering Unmasked Estep 
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	Iteration 369Q: 3 clusters Score -6137492 nChanged 18
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Mstep: Class 1 contains 9265 members 
Mstep: Class 2 contains 21490 members 
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	Iteration 371Q: 3 clusters Score -6137506 nChanged 22
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Mstep: Class 2 contains 21584 members 
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Mstep: Class 1 contains 9090 members 
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Mstep: Class 1 contains 9078 members 
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	Iteration 379Q: 3 clusters Score -6137516 nChanged 9
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Mstep: Class 1 contains 9059 members 
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	Iteration 380F: 3 clusters Score -6137514 nChanged 8
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Entering Unmasked Estep 
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	Iteration 381Q: 3 clusters Score -6137519 nChanged 9
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	Iteration 382Q: 3 clusters Score -6137522 nChanged 6
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	Iteration 383Q: 3 clusters Score -6137521 nChanged 4
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	Iteration 384Q: 3 clusters Score -6137522 nChanged 2
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Mstep: Class 1 contains 9031 members 
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Mstep: Class 1 contains 9029 members 
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Mstep: Class 1 contains 9020 members 
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	Iteration 389Q: 3 clusters Score -6137516 nChanged 4
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Mstep: Class 1 contains 9016 members 
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	Iteration 390Q: 3 clusters Score -6137522 nChanged 5
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Mstep: Class 1 contains 9011 members 
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	Iteration 391Q: 3 clusters Score -6137515 nChanged 4
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	Iteration 392Q: 3 clusters Score -6137516 nChanged 2
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	Iteration 393Q: 3 clusters Score -6137512 nChanged 2
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	Iteration 394Q: 3 clusters Score -6137518 nChanged 5
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Mstep: Class 1 contains 8998 members 
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	Iteration 395Q: 3 clusters Score -6137510 nChanged 10
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	Iteration 396Q: 3 clusters Score -6137520 nChanged 11
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	Iteration 398Q: 3 clusters Score -6137514 nChanged 17
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Mstep: Class 1 contains 8948 members 
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	Iteration 399Q: 3 clusters Score -6137518 nChanged 19
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Mstep: Class 1 contains 8929 members 
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	Iteration 400F: 3 clusters Score -6137508 nChanged 25
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Mstep: Class 1 contains 8906 members 
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Mstep: Class 1 contains 8886 members 
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Mstep: Class 1 contains 8873 members 
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	Iteration 404Q: 3 clusters Score -6137508 nChanged 11
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	Iteration 405Q: 3 clusters Score -6137513 nChanged 8
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	Iteration 406Q: 3 clusters Score -6137522 nChanged 7
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Mstep: Class 1 contains 8838 members 
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	Iteration 407Q: 3 clusters Score -6137516 nChanged 7
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	Iteration 408Q: 3 clusters Score -6137512 nChanged 5
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	Iteration 410Q: 3 clusters Score -6137511 nChanged 6
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	Iteration 411Q: 3 clusters Score -6137511 nChanged 5
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	Iteration 412Q: 3 clusters Score -6137514 nChanged 11
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	Iteration 413Q: 3 clusters Score -6137524 nChanged 18
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	Iteration 414Q: 3 clusters Score -6137516 nChanged 9
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	Iteration 415Q: 3 clusters Score -6137514 nChanged 6
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	Iteration 416Q: 3 clusters Score -6137514 nChanged 8
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	Iteration 420F: 3 clusters Score -6137471 nChanged 16
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	Iteration 423Q: 3 clusters Score -6137482 nChanged 16
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	Iteration 424Q: 3 clusters Score -6137484 nChanged 22
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	Iteration 425Q: 3 clusters Score -6137484 nChanged 15
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	Iteration 427Q: 3 clusters Score -6137489 nChanged 12
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	Iteration 428Q: 3 clusters Score -6137492 nChanged 14
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	Iteration 429Q: 3 clusters Score -6137482 nChanged 11
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	Iteration 430Q: 3 clusters Score -6137474 nChanged 8
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	Iteration 431Q: 3 clusters Score -6137470 nChanged 13
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	Iteration 432Q: 3 clusters Score -6137472 nChanged 14
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	Iteration 433Q: 3 clusters Score -6137470 nChanged 12
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	Iteration 434Q: 3 clusters Score -6137473 nChanged 12
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	Iteration 435Q: 3 clusters Score -6137472 nChanged 13
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Score: -6137463.000000 Penalty: 5125.568848
	Iteration 436Q: 3 clusters Score -6137463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 22256 members 
Entering Unmasked Estep 
Score: -6137469.500000 Penalty: 5125.568848
	Iteration 437Q: 3 clusters Score -6137470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8493 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -6137460.000000 Penalty: 5125.568848
	Iteration 438Q: 3 clusters Score -6137460 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8489 members 
Mstep: Class 2 contains 22266 members 
Entering Unmasked Estep 
Score: -6137461.500000 Penalty: 5125.568848
	Iteration 439Q: 3 clusters Score -6137462 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8483 members 
Mstep: Class 2 contains 22272 members 
Entering Unmasked Estep 
Score: -6137464.000000 Penalty: 5125.568848
	Iteration 440F: 3 clusters Score -6137464 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8479 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -6137461.500000 Penalty: 5125.568848
	Iteration 441Q: 3 clusters Score -6137462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8475 members 
Mstep: Class 2 contains 22280 members 
Entering Unmasked Estep 
Score: -6137461.500000 Penalty: 5125.568848
	Iteration 442Q: 3 clusters Score -6137462 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -6137463.500000 Penalty: 5125.568848
	Iteration 443Q: 3 clusters Score -6137464 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8470 members 
Mstep: Class 2 contains 22285 members 
Entering Unmasked Estep 
Score: -6137466.000000 Penalty: 5125.568848
	Iteration 444Q: 3 clusters Score -6137466 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 22286 members 
Entering Unmasked Estep 
Score: -6137469.500000 Penalty: 5125.568848
	Iteration 445Q: 3 clusters Score -6137470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 22288 members 
Entering Unmasked Estep 
Score: -6137469.500000 Penalty: 5125.568848
	Iteration 446Q: 3 clusters Score -6137470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8465 members 
Mstep: Class 2 contains 22290 members 
Entering Unmasked Estep 
Score: -6137470.000000 Penalty: 5125.568848
	Iteration 447Q: 3 clusters Score -6137470 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8462 members 
Mstep: Class 2 contains 22293 members 
Entering Unmasked Estep 
Score: -6137466.000000 Penalty: 5125.568848
	Iteration 448Q: 3 clusters Score -6137466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -6137468.000000 Penalty: 5125.568848
	Iteration 449Q: 3 clusters Score -6137468 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -6137471.000000 Penalty: 5125.568848
	Iteration 450Q: 3 clusters Score -6137471 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 22299 members 
Entering Unmasked Estep 
Score: -6137471.000000 Penalty: 5125.568848
	Iteration 451F: 3 clusters Score -6137471 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (45113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45113 members 
Entering Unmasked Estep 
Score: -8653893.000000 Penalty: 2657.797607
	Iteration 0F: 2 clusters Score -8653893 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22565 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -8627915.000000 Penalty: 5315.595215
	Iteration 0F: 3 clusters Score -8627915 nChanged 20878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -8639322.000000 Penalty: 5315.595215
	Iteration 1F: 3 clusters Score -8639322 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22079 members 
Mstep: Class 2 contains 23034 members 
Entering Unmasked Estep 
Score: -8639828.000000 Penalty: 5315.595215
	Iteration 2Q: 3 clusters Score -8639828 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21802 members 
Mstep: Class 2 contains 23311 members 
Entering Unmasked Estep 
Score: -8640335.000000 Penalty: 5315.595215
	Iteration 3Q: 3 clusters Score -8640335 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21369 members 
Mstep: Class 2 contains 23744 members 
Entering Unmasked Estep 
Score: -8640800.000000 Penalty: 5315.595215
	Iteration 4Q: 3 clusters Score -8640800 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20767 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -8641231.000000 Penalty: 5315.595215
	Iteration 5Q: 3 clusters Score -8641231 nChanged 1558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19861 members 
Mstep: Class 2 contains 25252 members 
Entering Unmasked Estep 
Score: -8641681.000000 Penalty: 5315.595215
	Iteration 6Q: 3 clusters Score -8641681 nChanged 1671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -8642317.000000 Penalty: 5315.595215
	Iteration 7Q: 3 clusters Score -8642317 nChanged 1918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16890 members 
Mstep: Class 2 contains 28223 members 
Entering Unmasked Estep 
Score: -8643145.000000 Penalty: 5315.595215
	Iteration 8Q: 3 clusters Score -8643145 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 30452 members 
Entering Unmasked Estep 
Score: -8644333.000000 Penalty: 5315.595215
	Iteration 9F: 3 clusters Score -8644333 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11843 members 
Mstep: Class 2 contains 33270 members 
Entering Unmasked Estep 
Score: -8646050.000000 Penalty: 5315.595215
	Iteration 10F: 3 clusters Score -8646050 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9015 members 
Mstep: Class 2 contains 36098 members 
Entering Unmasked Estep 
Score: -8647858.000000 Penalty: 5315.595215
	Iteration 11F: 3 clusters Score -8647858 nChanged 2380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6699 members 
Mstep: Class 2 contains 38414 members 
Entering Unmasked Estep 
Score: -8649378.000000 Penalty: 5315.595215
	Iteration 12F: 3 clusters Score -8649378 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 40019 members 
Entering Unmasked Estep 
Score: -8650494.000000 Penalty: 5315.595215
	Iteration 13Q: 3 clusters Score -8650494 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 41087 members 
Entering Unmasked Estep 
Score: -8651205.000000 Penalty: 5315.595215
	Iteration 14Q: 3 clusters Score -8651205 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3326 members 
Mstep: Class 2 contains 41787 members 
Entering Unmasked Estep 
Score: -8651659.000000 Penalty: 5315.595215
	Iteration 15Q: 3 clusters Score -8651659 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8651932.000000 Penalty: 5315.595215
	Iteration 16Q: 3 clusters Score -8651932 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2457 members 
Mstep: Class 2 contains 42656 members 
Entering Unmasked Estep 
Score: -8652059.000000 Penalty: 5315.595215
	Iteration 17Q: 3 clusters Score -8652059 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2184 members 
Mstep: Class 2 contains 42929 members 
Entering Unmasked Estep 
Score: -8652166.000000 Penalty: 5315.595215
	Iteration 18Q: 3 clusters Score -8652166 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 43144 members 
Entering Unmasked Estep 
Score: -8652192.000000 Penalty: 5315.595215
	Iteration 19Q: 3 clusters Score -8652192 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 43330 members 
Entering Unmasked Estep 
Score: -8652242.000000 Penalty: 5315.595215
	Iteration 20F: 3 clusters Score -8652242 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1636 members 
Mstep: Class 2 contains 43477 members 
Entering Unmasked Estep 
Score: -8652233.000000 Penalty: 5315.595215
	Iteration 21Q: 3 clusters Score -8652233 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 43596 members 
Entering Unmasked Estep 
Score: -8652247.000000 Penalty: 5315.595215
	Iteration 22Q: 3 clusters Score -8652247 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1437 members 
Mstep: Class 2 contains 43676 members 
Entering Unmasked Estep 
Score: -8652236.000000 Penalty: 5315.595215
	Iteration 23Q: 3 clusters Score -8652236 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 43741 members 
Entering Unmasked Estep 
Score: -8652229.000000 Penalty: 5315.595215
	Iteration 24Q: 3 clusters Score -8652229 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1324 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -8652235.000000 Penalty: 5315.595215
	Iteration 25Q: 3 clusters Score -8652235 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 43849 members 
Entering Unmasked Estep 
Score: -8652234.000000 Penalty: 5315.595215
	Iteration 26Q: 3 clusters Score -8652234 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 43907 members 
Entering Unmasked Estep 
Score: -8652220.000000 Penalty: 5315.595215
	Iteration 27Q: 3 clusters Score -8652220 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 43954 members 
Entering Unmasked Estep 
Score: -8652224.000000 Penalty: 5315.595215
	Iteration 28Q: 3 clusters Score -8652224 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 43995 members 
Entering Unmasked Estep 
Score: -8652245.000000 Penalty: 5315.595215
	Iteration 29Q: 3 clusters Score -8652245 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 44037 members 
Entering Unmasked Estep 
Score: -8652241.000000 Penalty: 5315.595215
	Iteration 30Q: 3 clusters Score -8652241 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8652242.000000 Penalty: 5315.595215
	Iteration 31Q: 3 clusters Score -8652242 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 44102 members 
Entering Unmasked Estep 
Score: -8652260.000000 Penalty: 5315.595215
	Iteration 32Q: 3 clusters Score -8652260 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -8652263.000000 Penalty: 5315.595215
	Iteration 33Q: 3 clusters Score -8652263 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 962 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8652268.000000 Penalty: 5315.595215
	Iteration 34Q: 3 clusters Score -8652268 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 44174 members 
Entering Unmasked Estep 
Score: -8652277.000000 Penalty: 5315.595215
	Iteration 35Q: 3 clusters Score -8652277 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 44197 members 
Entering Unmasked Estep 
Score: -8652273.000000 Penalty: 5315.595215
	Iteration 36Q: 3 clusters Score -8652273 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 44209 members 
Entering Unmasked Estep 
Score: -8652269.000000 Penalty: 5315.595215
	Iteration 37Q: 3 clusters Score -8652269 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 44218 members 
Entering Unmasked Estep 
Score: -8652284.000000 Penalty: 5315.595215
	Iteration 38Q: 3 clusters Score -8652284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 44230 members 
Entering Unmasked Estep 
Score: -8652295.000000 Penalty: 5315.595215
	Iteration 39Q: 3 clusters Score -8652295 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 44231 members 
Entering Unmasked Estep 
Score: -8652297.000000 Penalty: 5315.595215
	Iteration 40F: 3 clusters Score -8652297 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 880 members 
Mstep: Class 2 contains 44233 members 
Entering Unmasked Estep 
Score: -8652288.000000 Penalty: 5315.595215
	Iteration 41Q: 3 clusters Score -8652288 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 44237 members 
Entering Unmasked Estep 
Score: -8652294.000000 Penalty: 5315.595215
	Iteration 42Q: 3 clusters Score -8652294 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 44239 members 
Entering Unmasked Estep 
Score: -8652295.000000 Penalty: 5315.595215
	Iteration 43Q: 3 clusters Score -8652295 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -8652297.000000 Penalty: 5315.595215
	Iteration 44Q: 3 clusters Score -8652297 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 44238 members 
Entering Unmasked Estep 
Score: -8652297.000000 Penalty: 5315.595215
	Iteration 45F: 3 clusters Score -8652297 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 894 members 
Entering Unmasked Estep 
Score: -141595.015625 Penalty: 1685.335083
	Iteration 0F: 2 clusters Score -141595 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -139866.500000 Penalty: 3370.670166
	Iteration 0F: 3 clusters Score -139866.5 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -140204.812500 Penalty: 3370.670166
	Iteration 1F: 3 clusters Score -140204.8 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -140424.843750 Penalty: 3370.670166
	Iteration 2F: 3 clusters Score -140424.8 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -140925.812500 Penalty: 3370.670166
	Iteration 3F: 3 clusters Score -140925.8 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -142147.109375 Penalty: 3370.670166
	Iteration 4F: 3 clusters Score -142147.1 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -143439.718750 Penalty: 3370.670166
	Iteration 5F: 3 clusters Score -143439.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -144227.578125 Penalty: 3370.670166
	Iteration 6Q: 3 clusters Score -144227.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -144482.140625 Penalty: 3370.670166
	Iteration 7Q: 3 clusters Score -144482.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -144504.750000 Penalty: 3370.670166
	Iteration 8Q: 3 clusters Score -144504.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -144523.078125 Penalty: 3370.670166
	Iteration 9Q: 3 clusters Score -144523.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -144536.406250 Penalty: 3370.670166
	Iteration 10Q: 3 clusters Score -144536.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144549.921875 Penalty: 3370.670166
	Iteration 11Q: 3 clusters Score -144549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 739 members 
Entering Unmasked Estep 
Score: -144549.921875 Penalty: 3370.670166
	Iteration 12F: 3 clusters Score -144549.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 10893 members 
Mstep: Class 3 contains 35696 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 26865 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 38977 members 
Mstep: Class 8 contains 55308 members 
Mstep: Class 9 contains 58760 members 
Mstep: Class 10 contains 17828 members 
Mstep: Class 11 contains 32297 members 
Mstep: Class 12 contains 59089 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 15 contains 10786 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40445 members 
Mstep: Class 18 contains 6288 members 
Mstep: Class 19 contains 5364 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38144 members 
Mstep: Class 22 contains 31236 members 
Mstep: Class 23 contains 33654 members 
Mstep: Class 24 contains 29893 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 46864 members 
Mstep: Class 27 contains 55935 members 
Mstep: Class 28 contains 59472 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 24455 members 
Mstep: Class 31 contains 59284 members 
Mstep: Class 32 contains 30755 members 
Mstep: Class 33 contains 45113 members 
Mstep: Class 34 contains 155 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 49459 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39985 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22558 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33149 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 739 members 
Entering Unmasked Estep 
Score: -207940912.000000 Penalty: 155408.265625
Splitting cluster 34 changes total score from -207939696.000000 to -207940912.000000
So it's getting split into cluster 45.
Entering ConstructFrom: 
Trying to split cluster 35 (1762 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Entering Unmasked Estep 
Score: -312713.281250 Penalty: 1853.602783
	Iteration 0F: 2 clusters Score -312713.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -310281.468750 Penalty: 3707.205566
	Iteration 0F: 3 clusters Score -310281.5 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -310968.906250 Penalty: 3707.205566
	Iteration 1F: 3 clusters Score -310968.9 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -311348.062500 Penalty: 3707.205566
	Iteration 2F: 3 clusters Score -311348.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -311653.875000 Penalty: 3707.205566
	Iteration 3F: 3 clusters Score -311653.9 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -311870.656250 Penalty: 3707.205566
	Iteration 4F: 3 clusters Score -311870.7 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -311991.875000 Penalty: 3707.205566
	Iteration 5Q: 3 clusters Score -311991.9 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -312052.468750 Penalty: 3707.205566
	Iteration 6Q: 3 clusters Score -312052.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -312102.218750 Penalty: 3707.205566
	Iteration 7Q: 3 clusters Score -312102.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -312121.750000 Penalty: 3707.205566
	Iteration 8Q: 3 clusters Score -312121.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -312147.031250 Penalty: 3707.205566
	Iteration 9Q: 3 clusters Score -312147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -312159.531250 Penalty: 3707.205566
	Iteration 10Q: 3 clusters Score -312159.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -312172.375000 Penalty: 3707.205566
	Iteration 11Q: 3 clusters Score -312172.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -312179.937500 Penalty: 3707.205566
	Iteration 12Q: 3 clusters Score -312179.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1285 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -312182.656250 Penalty: 3707.205566
	Iteration 13Q: 3 clusters Score -312182.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -312183.375000 Penalty: 3707.205566
	Iteration 14Q: 3 clusters Score -312183.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -312183.718750 Penalty: 3707.205566
	Iteration 15Q: 3 clusters Score -312183.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -312184.500000 Penalty: 3707.205566
	Iteration 16Q: 3 clusters Score -312184.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -312184.500000 Penalty: 3707.205566
	Iteration 17F: 3 clusters Score -312184.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (315 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Entering Unmasked Estep 
Score: -46001.941406 Penalty: 1426.637939
	Iteration 0F: 2 clusters Score -46001.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -44823.472656 Penalty: 2853.275879
	Iteration 0F: 3 clusters Score -44823.47 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45030.421875 Penalty: 2853.275879
	Iteration 1F: 3 clusters Score -45030.42 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45079.316406 Penalty: 2853.275879
	Iteration 2F: 3 clusters Score -45079.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45107.574219 Penalty: 2853.275879
	Iteration 3Q: 3 clusters Score -45107.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45148.351562 Penalty: 2853.275879
	Iteration 4Q: 3 clusters Score -45148.35 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45199.445312 Penalty: 2853.275879
	Iteration 5Q: 3 clusters Score -45199.45 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 140 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45242.082031 Penalty: 2853.275879
	Iteration 6Q: 3 clusters Score -45242.08 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -45257.324219 Penalty: 2853.275879
	Iteration 7Q: 3 clusters Score -45257.32 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45276.738281 Penalty: 2853.275879
	Iteration 8Q: 3 clusters Score -45276.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -45287.882812 Penalty: 2853.275879
	Iteration 9Q: 3 clusters Score -45287.88 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45299.851562 Penalty: 2853.275879
	Iteration 10Q: 3 clusters Score -45299.85 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45309.515625 Penalty: 2853.275879
	Iteration 11Q: 3 clusters Score -45309.52 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -45309.515625 Penalty: 2853.275879
	Iteration 12F: 3 clusters Score -45309.52 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (49459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49459 members 
Entering Unmasked Estep 
Score: -9545609.000000 Penalty: 2680.606934
	Iteration 0F: 2 clusters Score -9545609 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24653 members 
Mstep: Class 2 contains 24806 members 
Entering Unmasked Estep 
Score: -9518859.000000 Penalty: 5361.213867
	Iteration 0F: 3 clusters Score -9518859 nChanged 22867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23674 members 
Mstep: Class 2 contains 25785 members 
Entering Unmasked Estep 
Score: -9531405.000000 Penalty: 5361.213867
	Iteration 1F: 3 clusters Score -9531405 nChanged 2005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22965 members 
Mstep: Class 2 contains 26494 members 
Entering Unmasked Estep 
Score: -9531898.000000 Penalty: 5361.213867
	Iteration 2Q: 3 clusters Score -9531898 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22017 members 
Mstep: Class 2 contains 27442 members 
Entering Unmasked Estep 
Score: -9532479.000000 Penalty: 5361.213867
	Iteration 3Q: 3 clusters Score -9532479 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 28783 members 
Entering Unmasked Estep 
Score: -9533110.000000 Penalty: 5361.213867
	Iteration 4Q: 3 clusters Score -9533110 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18873 members 
Mstep: Class 2 contains 30586 members 
Entering Unmasked Estep 
Score: -9534075.000000 Penalty: 5361.213867
	Iteration 5F: 3 clusters Score -9534075 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16730 members 
Mstep: Class 2 contains 32729 members 
Entering Unmasked Estep 
Score: -9535480.000000 Penalty: 5361.213867
	Iteration 6F: 3 clusters Score -9535480 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14347 members 
Mstep: Class 2 contains 35112 members 
Entering Unmasked Estep 
Score: -9537201.000000 Penalty: 5361.213867
	Iteration 7F: 3 clusters Score -9537201 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12124 members 
Mstep: Class 2 contains 37335 members 
Entering Unmasked Estep 
Score: -9539128.000000 Penalty: 5361.213867
	Iteration 8F: 3 clusters Score -9539128 nChanged 2755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10405 members 
Mstep: Class 2 contains 39054 members 
Entering Unmasked Estep 
Score: -9541290.000000 Penalty: 5361.213867
	Iteration 9F: 3 clusters Score -9541290 nChanged 2361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9556 members 
Mstep: Class 2 contains 39903 members 
Entering Unmasked Estep 
Score: -9543114.000000 Penalty: 5361.213867
	Iteration 10Q: 3 clusters Score -9543114 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9329 members 
Mstep: Class 2 contains 40130 members 
Entering Unmasked Estep 
Score: -9544338.000000 Penalty: 5361.213867
	Iteration 11Q: 3 clusters Score -9544338 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 40040 members 
Entering Unmasked Estep 
Score: -9544999.000000 Penalty: 5361.213867
	Iteration 12Q: 3 clusters Score -9544999 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9521 members 
Mstep: Class 2 contains 39938 members 
Entering Unmasked Estep 
Score: -9545392.000000 Penalty: 5361.213867
	Iteration 13Q: 3 clusters Score -9545392 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9645 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -9545568.000000 Penalty: 5361.213867
	Iteration 14Q: 3 clusters Score -9545568 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9782 members 
Mstep: Class 2 contains 39677 members 
Entering Unmasked Estep 
Score: -9545730.000000 Penalty: 5361.213867
	Iteration 15Q: 3 clusters Score -9545730 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 39474 members 
Entering Unmasked Estep 
Score: -9545856.000000 Penalty: 5361.213867
	Iteration 16Q: 3 clusters Score -9545856 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10246 members 
Mstep: Class 2 contains 39213 members 
Entering Unmasked Estep 
Score: -9546062.000000 Penalty: 5361.213867
	Iteration 17Q: 3 clusters Score -9546062 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10473 members 
Mstep: Class 2 contains 38986 members 
Entering Unmasked Estep 
Score: -9546208.000000 Penalty: 5361.213867
	Iteration 18Q: 3 clusters Score -9546208 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10691 members 
Mstep: Class 2 contains 38768 members 
Entering Unmasked Estep 
Score: -9546291.000000 Penalty: 5361.213867
	Iteration 19Q: 3 clusters Score -9546291 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10942 members 
Mstep: Class 2 contains 38517 members 
Entering Unmasked Estep 
Score: -9546359.000000 Penalty: 5361.213867
	Iteration 20F: 3 clusters Score -9546359 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11165 members 
Mstep: Class 2 contains 38294 members 
Entering Unmasked Estep 
Score: -9546408.000000 Penalty: 5361.213867
	Iteration 21Q: 3 clusters Score -9546408 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 38067 members 
Entering Unmasked Estep 
Score: -9546403.000000 Penalty: 5361.213867
	Iteration 22Q: 3 clusters Score -9546403 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11611 members 
Mstep: Class 2 contains 37848 members 
Entering Unmasked Estep 
Score: -9546463.000000 Penalty: 5361.213867
	Iteration 23Q: 3 clusters Score -9546463 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11808 members 
Mstep: Class 2 contains 37651 members 
Entering Unmasked Estep 
Score: -9546462.000000 Penalty: 5361.213867
	Iteration 24Q: 3 clusters Score -9546462 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11989 members 
Mstep: Class 2 contains 37470 members 
Entering Unmasked Estep 
Score: -9546449.000000 Penalty: 5361.213867
	Iteration 25Q: 3 clusters Score -9546449 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 37319 members 
Entering Unmasked Estep 
Score: -9546423.000000 Penalty: 5361.213867
	Iteration 26Q: 3 clusters Score -9546423 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12304 members 
Mstep: Class 2 contains 37155 members 
Entering Unmasked Estep 
Score: -9546414.000000 Penalty: 5361.213867
	Iteration 27Q: 3 clusters Score -9546414 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12496 members 
Mstep: Class 2 contains 36963 members 
Entering Unmasked Estep 
Score: -9546432.000000 Penalty: 5361.213867
	Iteration 28Q: 3 clusters Score -9546432 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12664 members 
Mstep: Class 2 contains 36795 members 
Entering Unmasked Estep 
Score: -9546403.000000 Penalty: 5361.213867
	Iteration 29Q: 3 clusters Score -9546403 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12840 members 
Mstep: Class 2 contains 36619 members 
Entering Unmasked Estep 
Score: -9546439.000000 Penalty: 5361.213867
	Iteration 30Q: 3 clusters Score -9546439 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13030 members 
Mstep: Class 2 contains 36429 members 
Entering Unmasked Estep 
Score: -9546504.000000 Penalty: 5361.213867
	Iteration 31Q: 3 clusters Score -9546504 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13225 members 
Mstep: Class 2 contains 36234 members 
Entering Unmasked Estep 
Score: -9546514.000000 Penalty: 5361.213867
	Iteration 32Q: 3 clusters Score -9546514 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13417 members 
Mstep: Class 2 contains 36042 members 
Entering Unmasked Estep 
Score: -9546533.000000 Penalty: 5361.213867
	Iteration 33Q: 3 clusters Score -9546533 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13628 members 
Mstep: Class 2 contains 35831 members 
Entering Unmasked Estep 
Score: -9546496.000000 Penalty: 5361.213867
	Iteration 34Q: 3 clusters Score -9546496 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13851 members 
Mstep: Class 2 contains 35608 members 
Entering Unmasked Estep 
Score: -9546509.000000 Penalty: 5361.213867
	Iteration 35Q: 3 clusters Score -9546509 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14079 members 
Mstep: Class 2 contains 35380 members 
Entering Unmasked Estep 
Score: -9546505.000000 Penalty: 5361.213867
	Iteration 36Q: 3 clusters Score -9546505 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14327 members 
Mstep: Class 2 contains 35132 members 
Entering Unmasked Estep 
Score: -9546488.000000 Penalty: 5361.213867
	Iteration 37Q: 3 clusters Score -9546488 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 34909 members 
Entering Unmasked Estep 
Score: -9546500.000000 Penalty: 5361.213867
	Iteration 38Q: 3 clusters Score -9546500 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14771 members 
Mstep: Class 2 contains 34688 members 
Entering Unmasked Estep 
Score: -9546511.000000 Penalty: 5361.213867
	Iteration 39Q: 3 clusters Score -9546511 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15018 members 
Mstep: Class 2 contains 34441 members 
Entering Unmasked Estep 
Score: -9546477.000000 Penalty: 5361.213867
	Iteration 40F: 3 clusters Score -9546477 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15264 members 
Mstep: Class 2 contains 34195 members 
Entering Unmasked Estep 
Score: -9546467.000000 Penalty: 5361.213867
	Iteration 41Q: 3 clusters Score -9546467 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -9546477.000000 Penalty: 5361.213867
	Iteration 42Q: 3 clusters Score -9546477 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15832 members 
Mstep: Class 2 contains 33627 members 
Entering Unmasked Estep 
Score: -9546422.000000 Penalty: 5361.213867
	Iteration 43Q: 3 clusters Score -9546422 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16123 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -9546435.000000 Penalty: 5361.213867
	Iteration 44Q: 3 clusters Score -9546435 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16455 members 
Mstep: Class 2 contains 33004 members 
Entering Unmasked Estep 
Score: -9546469.000000 Penalty: 5361.213867
	Iteration 45Q: 3 clusters Score -9546469 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 32663 members 
Entering Unmasked Estep 
Score: -9546454.000000 Penalty: 5361.213867
	Iteration 46Q: 3 clusters Score -9546454 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 32318 members 
Entering Unmasked Estep 
Score: -9546449.000000 Penalty: 5361.213867
	Iteration 47Q: 3 clusters Score -9546449 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 31936 members 
Entering Unmasked Estep 
Score: -9546472.000000 Penalty: 5361.213867
	Iteration 48Q: 3 clusters Score -9546472 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 31563 members 
Entering Unmasked Estep 
Score: -9546437.000000 Penalty: 5361.213867
	Iteration 49Q: 3 clusters Score -9546437 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18247 members 
Mstep: Class 2 contains 31212 members 
Entering Unmasked Estep 
Score: -9546413.000000 Penalty: 5361.213867
	Iteration 50Q: 3 clusters Score -9546413 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -9546399.000000 Penalty: 5361.213867
	Iteration 51Q: 3 clusters Score -9546399 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19063 members 
Mstep: Class 2 contains 30396 members 
Entering Unmasked Estep 
Score: -9546411.000000 Penalty: 5361.213867
	Iteration 52Q: 3 clusters Score -9546411 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19489 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -9546364.000000 Penalty: 5361.213867
	Iteration 53Q: 3 clusters Score -9546364 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 29568 members 
Entering Unmasked Estep 
Score: -9546328.000000 Penalty: 5361.213867
	Iteration 54Q: 3 clusters Score -9546328 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20314 members 
Mstep: Class 2 contains 29145 members 
Entering Unmasked Estep 
Score: -9546319.000000 Penalty: 5361.213867
	Iteration 55Q: 3 clusters Score -9546319 nChanged 496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20810 members 
Mstep: Class 2 contains 28649 members 
Entering Unmasked Estep 
Score: -9546299.000000 Penalty: 5361.213867
	Iteration 56Q: 3 clusters Score -9546299 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21306 members 
Mstep: Class 2 contains 28153 members 
Entering Unmasked Estep 
Score: -9546342.000000 Penalty: 5361.213867
	Iteration 57Q: 3 clusters Score -9546342 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21754 members 
Mstep: Class 2 contains 27705 members 
Entering Unmasked Estep 
Score: -9546361.000000 Penalty: 5361.213867
	Iteration 58Q: 3 clusters Score -9546361 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 27217 members 
Entering Unmasked Estep 
Score: -9546339.000000 Penalty: 5361.213867
	Iteration 59Q: 3 clusters Score -9546339 nChanged 501
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22735 members 
Mstep: Class 2 contains 26724 members 
Entering Unmasked Estep 
Score: -9546343.000000 Penalty: 5361.213867
	Iteration 60F: 3 clusters Score -9546343 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23252 members 
Mstep: Class 2 contains 26207 members 
Entering Unmasked Estep 
Score: -9546317.000000 Penalty: 5361.213867
	Iteration 61Q: 3 clusters Score -9546317 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23773 members 
Mstep: Class 2 contains 25686 members 
Entering Unmasked Estep 
Score: -9546293.000000 Penalty: 5361.213867
	Iteration 62Q: 3 clusters Score -9546293 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24352 members 
Mstep: Class 2 contains 25107 members 
Entering Unmasked Estep 
Score: -9546297.000000 Penalty: 5361.213867
	Iteration 63Q: 3 clusters Score -9546297 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24908 members 
Mstep: Class 2 contains 24551 members 
Entering Unmasked Estep 
Score: -9546278.000000 Penalty: 5361.213867
	Iteration 64Q: 3 clusters Score -9546278 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25471 members 
Mstep: Class 2 contains 23988 members 
Entering Unmasked Estep 
Score: -9546227.000000 Penalty: 5361.213867
	Iteration 65Q: 3 clusters Score -9546227 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 23430 members 
Entering Unmasked Estep 
Score: -9546210.000000 Penalty: 5361.213867
	Iteration 66Q: 3 clusters Score -9546210 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26598 members 
Mstep: Class 2 contains 22861 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -9546177 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27078 members 
Mstep: Class 2 contains 22381 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9546140 nChanged 514
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 21881 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -9546067 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28049 members 
Mstep: Class 2 contains 21410 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -9546052 nChanged 513
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Mstep: Class 1 contains 28542 members 
Mstep: Class 2 contains 20917 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -9546017 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 20470 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9545963 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29397 members 
Mstep: Class 2 contains 20062 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9545959 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29751 members 
Mstep: Class 2 contains 19708 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -9545932 nChanged 361
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 19373 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -9545850 nChanged 329
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Mstep: Class 1 contains 30371 members 
Mstep: Class 2 contains 19088 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9545814 nChanged 311
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 18811 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -9545816 nChanged 255
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30857 members 
Mstep: Class 2 contains 18602 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9545795 nChanged 207
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Mstep: Class 1 contains 31032 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9545802 nChanged 197
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Mstep: Class 1 contains 31189 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -9545805 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31343 members 
Mstep: Class 2 contains 18116 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -9545767 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31476 members 
Mstep: Class 2 contains 17983 members 
Entering Unmasked Estep 
Score: -9545726.000000 Penalty: 5361.213867
	Iteration 82Q: 3 clusters Score -9545726 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31619 members 
Mstep: Class 2 contains 17840 members 
Entering Unmasked Estep 
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	Iteration 83Q: 3 clusters Score -9545699 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31794 members 
Mstep: Class 2 contains 17665 members 
Entering Unmasked Estep 
Score: -9545637.000000 Penalty: 5361.213867
	Iteration 84Q: 3 clusters Score -9545637 nChanged 172
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31938 members 
Mstep: Class 2 contains 17521 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9545598 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Mstep: Class 2 contains 17367 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9545594 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32213 members 
Mstep: Class 2 contains 17246 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9545588 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32325 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -9545561.000000 Penalty: 5361.213867
	Iteration 88Q: 3 clusters Score -9545561 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32447 members 
Mstep: Class 2 contains 17012 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -9545555 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32556 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -9545518.000000 Penalty: 5361.213867
	Iteration 90Q: 3 clusters Score -9545518 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32646 members 
Mstep: Class 2 contains 16813 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -9545506 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32739 members 
Mstep: Class 2 contains 16720 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9545479 nChanged 119
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Mstep: Class 1 contains 32846 members 
Mstep: Class 2 contains 16613 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -9545457 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32957 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -9545449 nChanged 92
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33045 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -9545419.000000 Penalty: 5361.213867
	Iteration 95Q: 3 clusters Score -9545419 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33129 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -9545404.000000 Penalty: 5361.213867
	Iteration 96Q: 3 clusters Score -9545404 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33198 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -9545413.000000 Penalty: 5361.213867
	Iteration 97Q: 3 clusters Score -9545413 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33275 members 
Mstep: Class 2 contains 16184 members 
Entering Unmasked Estep 
Score: -9545391.000000 Penalty: 5361.213867
	Iteration 98Q: 3 clusters Score -9545391 nChanged 110
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33353 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -9545362 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33441 members 
Mstep: Class 2 contains 16018 members 
Entering Unmasked Estep 
Score: -9545330.000000 Penalty: 5361.213867
	Iteration 100F: 3 clusters Score -9545330 nChanged 137
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33538 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -9545293.000000 Penalty: 5361.213867
	Iteration 101Q: 3 clusters Score -9545293 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33666 members 
Mstep: Class 2 contains 15793 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9545294 nChanged 177
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33759 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9545260 nChanged 179
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33830 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9545262 nChanged 183
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33893 members 
Mstep: Class 2 contains 15566 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9545264 nChanged 170
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Mstep: Class 1 contains 33943 members 
Mstep: Class 2 contains 15516 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9545236 nChanged 161
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33986 members 
Mstep: Class 2 contains 15473 members 
Entering Unmasked Estep 
Score: -9545206.000000 Penalty: 5361.213867
	Iteration 107Q: 3 clusters Score -9545206 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34051 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -9545211.000000 Penalty: 5361.213867
	Iteration 108Q: 3 clusters Score -9545211 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34102 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -9545224.000000 Penalty: 5361.213867
	Iteration 109Q: 3 clusters Score -9545224 nChanged 207
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34153 members 
Mstep: Class 2 contains 15306 members 
Entering Unmasked Estep 
Score: -9545192.000000 Penalty: 5361.213867
	Iteration 110Q: 3 clusters Score -9545192 nChanged 243
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34244 members 
Mstep: Class 2 contains 15215 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9545211 nChanged 280
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34328 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -9545218.000000 Penalty: 5361.213867
	Iteration 112Q: 3 clusters Score -9545218 nChanged 296
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34442 members 
Mstep: Class 2 contains 15017 members 
Entering Unmasked Estep 
Score: -9545229.000000 Penalty: 5361.213867
	Iteration 113Q: 3 clusters Score -9545229 nChanged 316
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Mstep: Class 1 contains 34542 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9545261 nChanged 297
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34641 members 
Mstep: Class 2 contains 14818 members 
Entering Unmasked Estep 
Score: -9545253.000000 Penalty: 5361.213867
	Iteration 115Q: 3 clusters Score -9545253 nChanged 291
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34736 members 
Mstep: Class 2 contains 14723 members 
Entering Unmasked Estep 
Score: -9545289.000000 Penalty: 5361.213867
	Iteration 116Q: 3 clusters Score -9545289 nChanged 307
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34861 members 
Mstep: Class 2 contains 14598 members 
Entering Unmasked Estep 
Score: -9545281.000000 Penalty: 5361.213867
	Iteration 117Q: 3 clusters Score -9545281 nChanged 322
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34987 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -9545309.000000 Penalty: 5361.213867
	Iteration 118Q: 3 clusters Score -9545309 nChanged 352
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Mstep: Class 1 contains 35149 members 
Mstep: Class 2 contains 14310 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9545279 nChanged 381
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Mstep: Class 1 contains 35252 members 
Mstep: Class 2 contains 14207 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9545279 nChanged 398
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35360 members 
Mstep: Class 2 contains 14099 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9545351 nChanged 405
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Mstep: Class 1 contains 35457 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9545351 nChanged 435
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35526 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9545399 nChanged 436
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Mstep: Class 1 contains 35566 members 
Mstep: Class 2 contains 13893 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9545418 nChanged 444
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Mstep: Class 1 contains 35596 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9545515 nChanged 415
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Mstep: Class 1 contains 35589 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9545583 nChanged 417
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Mstep: Class 1 contains 35530 members 
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9545632 nChanged 419
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Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9545668 nChanged 363
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Mstep: Class 2 contains 14051 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -9545716 nChanged 377
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Mstep: Class 1 contains 35359 members 
Mstep: Class 2 contains 14100 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9545792 nChanged 374
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Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9545857 nChanged 383
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Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9545916 nChanged 385
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9545962 nChanged 373
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Mstep: Class 2 contains 14499 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9545986 nChanged 348
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9546031 nChanged 323
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9546112 nChanged 319
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9546101 nChanged 267
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -9546152 nChanged 255
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9546172 nChanged 218
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Entering Unmasked Estep 
Score: -9546205.000000 Penalty: 5361.213867
	Iteration 140F: 3 clusters Score -9546205 nChanged 270
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Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -9546210 nChanged 269
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -9546266 nChanged 259
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -9546273 nChanged 249
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Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -9546294 nChanged 236
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Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -9546320 nChanged 224
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	Iteration 146Q: 3 clusters Score -9546366 nChanged 218
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	Iteration 147Q: 3 clusters Score -9546342 nChanged 223
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -9546357 nChanged 199
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Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -9546367 nChanged 165
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Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -9546372 nChanged 149
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Entering Unmasked Estep 
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	Iteration 151Q: 3 clusters Score -9546382 nChanged 136
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Entering Unmasked Estep 
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	Iteration 152Q: 3 clusters Score -9546353 nChanged 113
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	Iteration 154Q: 3 clusters Score -9546373 nChanged 70
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	Iteration 155Q: 3 clusters Score -9546379 nChanged 67
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	Iteration 156Q: 3 clusters Score -9546380 nChanged 77
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	Iteration 157Q: 3 clusters Score -9546377 nChanged 71
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	Iteration 158Q: 3 clusters Score -9546342 nChanged 60
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	Iteration 159Q: 3 clusters Score -9546347 nChanged 51
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	Iteration 160F: 3 clusters Score -9546369 nChanged 52
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31624 members 
Mstep: Class 2 contains 17835 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 31595 members 
Mstep: Class 2 contains 17864 members 
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	Iteration 163Q: 3 clusters Score -9546367 nChanged 32
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Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
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	Iteration 164Q: 3 clusters Score -9546358 nChanged 30
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Mstep: Class 1 contains 31557 members 
Mstep: Class 2 contains 17902 members 
Entering Unmasked Estep 
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	Iteration 165Q: 3 clusters Score -9546350 nChanged 44
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Mstep: Class 1 contains 31529 members 
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	Iteration 166Q: 3 clusters Score -9546368 nChanged 39
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Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 17967 members 
Entering Unmasked Estep 
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	Iteration 167Q: 3 clusters Score -9546377 nChanged 35
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Mstep: Class 1 contains 31461 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -9546379 nChanged 34
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Mstep: Class 1 contains 31429 members 
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	Iteration 169Q: 3 clusters Score -9546367 nChanged 40
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Mstep: Class 1 contains 31391 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
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	Iteration 170Q: 3 clusters Score -9546372 nChanged 41
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Mstep: Class 1 contains 31356 members 
Mstep: Class 2 contains 18103 members 
Entering Unmasked Estep 
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	Iteration 171Q: 3 clusters Score -9546374 nChanged 48
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Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 18143 members 
Entering Unmasked Estep 
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	Iteration 172Q: 3 clusters Score -9546383 nChanged 50
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Mstep: Class 2 contains 18185 members 
Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -9546378 nChanged 52
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Mstep: Class 1 contains 31232 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -9546372 nChanged 61
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -9546377 nChanged 48
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Mstep: Class 1 contains 31131 members 
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -9546394 nChanged 40
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Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -9546396 nChanged 50
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Mstep: Class 1 contains 31049 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 31007 members 
Mstep: Class 2 contains 18452 members 
Entering Unmasked Estep 
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	Iteration 179Q: 3 clusters Score -9546413 nChanged 41
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Mstep: Class 1 contains 30968 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -9546423 nChanged 41
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Mstep: Class 1 contains 30931 members 
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Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -9546425 nChanged 26
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Mstep: Class 1 contains 30909 members 
Mstep: Class 2 contains 18550 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -9546401 nChanged 15
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Mstep: Class 1 contains 30896 members 
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Entering Unmasked Estep 
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	Iteration 183Q: 3 clusters Score -9546384 nChanged 25
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Entering Unmasked Estep 
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	Iteration 184Q: 3 clusters Score -9546386 nChanged 27
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Entering Unmasked Estep 
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	Iteration 185Q: 3 clusters Score -9546368 nChanged 28
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Mstep: Class 1 contains 30824 members 
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Entering Unmasked Estep 
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	Iteration 187Q: 3 clusters Score -9546377 nChanged 29
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Entering Unmasked Estep 
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	Iteration 188Q: 3 clusters Score -9546380 nChanged 32
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Mstep: Class 1 contains 30737 members 
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	Iteration 189Q: 3 clusters Score -9546377 nChanged 30
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Mstep: Class 1 contains 30711 members 
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	Iteration 190Q: 3 clusters Score -9546393 nChanged 21
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	Iteration 191Q: 3 clusters Score -9546393 nChanged 30
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Entering Unmasked Estep 
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	Iteration 192Q: 3 clusters Score -9546381 nChanged 24
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	Iteration 193Q: 3 clusters Score -9546376 nChanged 19
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	Iteration 194Q: 3 clusters Score -9546356 nChanged 12
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	Iteration 195Q: 3 clusters Score -9546351 nChanged 6
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Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -9546348 nChanged 8
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -9546352 nChanged 11
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	Iteration 198Q: 3 clusters Score -9546352 nChanged 14
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	Iteration 199Q: 3 clusters Score -9546346 nChanged 15
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Entering Unmasked Estep 
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	Iteration 200F: 3 clusters Score -9546336 nChanged 9
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Mstep: Class 1 contains 30556 members 
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	Iteration 201Q: 3 clusters Score -9546324 nChanged 11
Entering Unmasked Mstep 
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	Iteration 202Q: 3 clusters Score -9546318 nChanged 13
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Mstep: Class 1 contains 30532 members 
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	Iteration 203Q: 3 clusters Score -9546329 nChanged 11
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	Iteration 204Q: 3 clusters Score -9546327 nChanged 9
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Mstep: Class 1 contains 30512 members 
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Entering Unmasked Estep 
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	Iteration 205Q: 3 clusters Score -9546325 nChanged 8
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	Iteration 206Q: 3 clusters Score -9546327 nChanged 9
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Entering Unmasked Estep 
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	Iteration 207Q: 3 clusters Score -9546321 nChanged 9
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	Iteration 208Q: 3 clusters Score -9546315 nChanged 6
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	Iteration 209Q: 3 clusters Score -9546316 nChanged 9
Entering Unmasked Mstep 
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -9546319 nChanged 7
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Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -9546313 nChanged 7
Entering Unmasked Mstep 
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	Iteration 212Q: 3 clusters Score -9546308 nChanged 12
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	Iteration 213Q: 3 clusters Score -9546302 nChanged 9
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	Iteration 214Q: 3 clusters Score -9546306 nChanged 6
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	Iteration 215Q: 3 clusters Score -9546307 nChanged 6
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	Iteration 216Q: 3 clusters Score -9546302 nChanged 10
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	Iteration 217Q: 3 clusters Score -9546308 nChanged 11
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	Iteration 218Q: 3 clusters Score -9546309 nChanged 10
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	Iteration 219Q: 3 clusters Score -9546307 nChanged 12
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	Iteration 220F: 3 clusters Score -9546304 nChanged 13
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	Iteration 221Q: 3 clusters Score -9546313 nChanged 11
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	Iteration 222Q: 3 clusters Score -9546317 nChanged 5
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	Iteration 223Q: 3 clusters Score -9546316 nChanged 10
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	Iteration 224Q: 3 clusters Score -9546314 nChanged 9
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	Iteration 225Q: 3 clusters Score -9546304 nChanged 4
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	Iteration 226Q: 3 clusters Score -9546311 nChanged 7
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	Iteration 227Q: 3 clusters Score -9546302 nChanged 8
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	Iteration 228Q: 3 clusters Score -9546299 nChanged 6
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	Iteration 229Q: 3 clusters Score -9546315 nChanged 5
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	Iteration 230Q: 3 clusters Score -9546310 nChanged 4
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	Iteration 231Q: 3 clusters Score -9546319 nChanged 6
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	Iteration 232Q: 3 clusters Score -9546315 nChanged 3
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	Iteration 233Q: 3 clusters Score -9546315 nChanged 3
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	Iteration 234Q: 3 clusters Score -9546326 nChanged 4
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	Iteration 235Q: 3 clusters Score -9546324 nChanged 4
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	Iteration 236Q: 3 clusters Score -9546317 nChanged 7
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	Iteration 237Q: 3 clusters Score -9546322 nChanged 5
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	Iteration 238Q: 3 clusters Score -9546320 nChanged 5
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	Iteration 239Q: 3 clusters Score -9546324 nChanged 4
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	Iteration 240F: 3 clusters Score -9546326 nChanged 3
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	Iteration 241Q: 3 clusters Score -9546338 nChanged 3
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	Iteration 242Q: 3 clusters Score -9546327 nChanged 3
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	Iteration 243Q: 3 clusters Score -9546331 nChanged 3
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	Iteration 244Q: 3 clusters Score -9546333 nChanged 4
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	Iteration 245Q: 3 clusters Score -9546331 nChanged 3
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	Iteration 246Q: 3 clusters Score -9546330 nChanged 4
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	Iteration 247Q: 3 clusters Score -9546333 nChanged 5
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	Iteration 248Q: 3 clusters Score -9546336 nChanged 6
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	Iteration 249Q: 3 clusters Score -9546338 nChanged 6
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	Iteration 250Q: 3 clusters Score -9546329 nChanged 9
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	Iteration 251Q: 3 clusters Score -9546330 nChanged 13
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	Iteration 252Q: 3 clusters Score -9546328 nChanged 16
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	Iteration 253Q: 3 clusters Score -9546318 nChanged 20
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	Iteration 254Q: 3 clusters Score -9546318 nChanged 14
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30200 members 
Mstep: Class 2 contains 19259 members 
Entering Unmasked Estep 
Score: -9546328.000000 Penalty: 5361.213867
	Iteration 255Q: 3 clusters Score -9546328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30195 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -9546329.000000 Penalty: 5361.213867
	Iteration 256Q: 3 clusters Score -9546329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30186 members 
Mstep: Class 2 contains 19273 members 
Entering Unmasked Estep 
Score: -9546317.000000 Penalty: 5361.213867
	Iteration 257Q: 3 clusters Score -9546317 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30177 members 
Mstep: Class 2 contains 19282 members 
Entering Unmasked Estep 
Score: -9546324.000000 Penalty: 5361.213867
	Iteration 258Q: 3 clusters Score -9546324 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30169 members 
Mstep: Class 2 contains 19290 members 
Entering Unmasked Estep 
Score: -9546327.000000 Penalty: 5361.213867
	Iteration 259Q: 3 clusters Score -9546327 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30164 members 
Mstep: Class 2 contains 19295 members 
Entering Unmasked Estep 
Score: -9546331.000000 Penalty: 5361.213867
	Iteration 260F: 3 clusters Score -9546331 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30154 members 
Mstep: Class 2 contains 19305 members 
Entering Unmasked Estep 
Score: -9546334.000000 Penalty: 5361.213867
	Iteration 261Q: 3 clusters Score -9546334 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 19313 members 
Entering Unmasked Estep 
Score: -9546327.000000 Penalty: 5361.213867
	Iteration 262Q: 3 clusters Score -9546327 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30137 members 
Mstep: Class 2 contains 19322 members 
Entering Unmasked Estep 
Score: -9546336.000000 Penalty: 5361.213867
	Iteration 263Q: 3 clusters Score -9546336 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30121 members 
Mstep: Class 2 contains 19338 members 
Entering Unmasked Estep 
Score: -9546326.000000 Penalty: 5361.213867
	Iteration 264Q: 3 clusters Score -9546326 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30100 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -9546328.000000 Penalty: 5361.213867
	Iteration 265Q: 3 clusters Score -9546328 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30073 members 
Mstep: Class 2 contains 19386 members 
Entering Unmasked Estep 
Score: -9546343.000000 Penalty: 5361.213867
	Iteration 266Q: 3 clusters Score -9546343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30051 members 
Mstep: Class 2 contains 19408 members 
Entering Unmasked Estep 
Score: -9546343.000000 Penalty: 5361.213867
	Iteration 267Q: 3 clusters Score -9546343 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30029 members 
Mstep: Class 2 contains 19430 members 
Entering Unmasked Estep 
Score: -9546340.000000 Penalty: 5361.213867
	Iteration 268Q: 3 clusters Score -9546340 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30001 members 
Mstep: Class 2 contains 19458 members 
Entering Unmasked Estep 
Score: -9546335.000000 Penalty: 5361.213867
	Iteration 269Q: 3 clusters Score -9546335 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29974 members 
Mstep: Class 2 contains 19485 members 
Entering Unmasked Estep 
Score: -9546337.000000 Penalty: 5361.213867
	Iteration 270Q: 3 clusters Score -9546337 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 19500 members 
Entering Unmasked Estep 
Score: -9546328.000000 Penalty: 5361.213867
	Iteration 271Q: 3 clusters Score -9546328 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 19519 members 
Entering Unmasked Estep 
Score: -9546318.000000 Penalty: 5361.213867
	Iteration 272Q: 3 clusters Score -9546318 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29925 members 
Mstep: Class 2 contains 19534 members 
Entering Unmasked Estep 
Score: -9546329.000000 Penalty: 5361.213867
	Iteration 273Q: 3 clusters Score -9546329 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29905 members 
Mstep: Class 2 contains 19554 members 
Entering Unmasked Estep 
Score: -9546333.000000 Penalty: 5361.213867
	Iteration 274Q: 3 clusters Score -9546333 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29885 members 
Mstep: Class 2 contains 19574 members 
Entering Unmasked Estep 
Score: -9546341.000000 Penalty: 5361.213867
	Iteration 275Q: 3 clusters Score -9546341 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29868 members 
Mstep: Class 2 contains 19591 members 
Entering Unmasked Estep 
Score: -9546339.000000 Penalty: 5361.213867
	Iteration 276Q: 3 clusters Score -9546339 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29856 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -9546338.000000 Penalty: 5361.213867
	Iteration 277Q: 3 clusters Score -9546338 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29844 members 
Mstep: Class 2 contains 19615 members 
Entering Unmasked Estep 
Score: -9546339.000000 Penalty: 5361.213867
	Iteration 278Q: 3 clusters Score -9546339 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29831 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -9546327.000000 Penalty: 5361.213867
	Iteration 279Q: 3 clusters Score -9546327 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29820 members 
Mstep: Class 2 contains 19639 members 
Entering Unmasked Estep 
Score: -9546337.000000 Penalty: 5361.213867
	Iteration 280F: 3 clusters Score -9546337 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29814 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -9546337.000000 Penalty: 5361.213867
	Iteration 281Q: 3 clusters Score -9546337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 19649 members 
Entering Unmasked Estep 
Score: -9546335.000000 Penalty: 5361.213867
	Iteration 282Q: 3 clusters Score -9546335 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 19651 members 
Entering Unmasked Estep 
Score: -9546325.000000 Penalty: 5361.213867
	Iteration 283Q: 3 clusters Score -9546325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29807 members 
Mstep: Class 2 contains 19652 members 
Entering Unmasked Estep 
Score: -9546326.000000 Penalty: 5361.213867
	Iteration 284Q: 3 clusters Score -9546326 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29806 members 
Mstep: Class 2 contains 19653 members 
Entering Unmasked Estep 
Score: -9546328.000000 Penalty: 5361.213867
	Iteration 285Q: 3 clusters Score -9546328 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -9546332.000000 Penalty: 5361.213867
	Iteration 286Q: 3 clusters Score -9546332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29805 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -9546332.000000 Penalty: 5361.213867
	Iteration 287F: 3 clusters Score -9546332 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 10893 members 
Mstep: Class 3 contains 35696 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 26865 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 38977 members 
Mstep: Class 8 contains 55308 members 
Mstep: Class 9 contains 58760 members 
Mstep: Class 10 contains 17828 members 
Mstep: Class 11 contains 32297 members 
Mstep: Class 12 contains 59089 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 15 contains 10786 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40445 members 
Mstep: Class 18 contains 6288 members 
Mstep: Class 19 contains 5364 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38144 members 
Mstep: Class 22 contains 31236 members 
Mstep: Class 23 contains 33654 members 
Mstep: Class 24 contains 29893 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 46864 members 
Mstep: Class 27 contains 55935 members 
Mstep: Class 28 contains 59472 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 24455 members 
Mstep: Class 31 contains 59284 members 
Mstep: Class 32 contains 30755 members 
Mstep: Class 33 contains 45113 members 
Mstep: Class 34 contains 155 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 29805 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 39985 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22558 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33149 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 19654 members 
Entering Unmasked Estep 
Score: -207940224.000000 Penalty: 158861.781250
Splitting cluster 37 changes total score from -207939696.000000 to -207940224.000000
So it's getting split into cluster 46.
Entering ConstructFrom: 
Trying to split cluster 38 (1082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Entering Unmasked Estep 
Score: -205820.765625 Penalty: 1732.668457
	Iteration 0F: 2 clusters Score -205820.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -203782.421875 Penalty: 3465.336914
	Iteration 0F: 3 clusters Score -203782.4 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -204132.593750 Penalty: 3465.336914
	Iteration 1F: 3 clusters Score -204132.6 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -204303.609375 Penalty: 3465.336914
	Iteration 2F: 3 clusters Score -204303.6 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -204450.218750 Penalty: 3465.336914
	Iteration 3Q: 3 clusters Score -204450.2 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -204572.296875 Penalty: 3465.336914
	Iteration 4Q: 3 clusters Score -204572.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -204648.312500 Penalty: 3465.336914
	Iteration 5Q: 3 clusters Score -204648.3 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -204708.562500 Penalty: 3465.336914
	Iteration 6Q: 3 clusters Score -204708.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -204773.437500 Penalty: 3465.336914
	Iteration 7Q: 3 clusters Score -204773.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -204827.953125 Penalty: 3465.336914
	Iteration 8Q: 3 clusters Score -204828 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -204875.296875 Penalty: 3465.336914
	Iteration 9Q: 3 clusters Score -204875.3 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -204934.859375 Penalty: 3465.336914
	Iteration 10Q: 3 clusters Score -204934.9 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -204993.906250 Penalty: 3465.336914
	Iteration 11Q: 3 clusters Score -204993.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -205053.171875 Penalty: 3465.336914
	Iteration 12Q: 3 clusters Score -205053.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -205092.906250 Penalty: 3465.336914
	Iteration 13Q: 3 clusters Score -205092.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -205129.343750 Penalty: 3465.336914
	Iteration 14Q: 3 clusters Score -205129.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -205153.984375 Penalty: 3465.336914
	Iteration 15Q: 3 clusters Score -205154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -205175.812500 Penalty: 3465.336914
	Iteration 16Q: 3 clusters Score -205175.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -205186.062500 Penalty: 3465.336914
	Iteration 17Q: 3 clusters Score -205186.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -205199.781250 Penalty: 3465.336914
	Iteration 18Q: 3 clusters Score -205199.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 840 members 
Entering Unmasked Estep 
Score: -205214.015625 Penalty: 3465.336914
	Iteration 19Q: 3 clusters Score -205214 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -205242.609375 Penalty: 3465.336914
	Iteration 20F: 3 clusters Score -205242.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -205268.828125 Penalty: 3465.336914
	Iteration 21Q: 3 clusters Score -205268.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 850 members 
Entering Unmasked Estep 
Score: -205282.812500 Penalty: 3465.336914
	Iteration 22Q: 3 clusters Score -205282.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -205296.984375 Penalty: 3465.336914
	Iteration 23Q: 3 clusters Score -205297 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -205306.093750 Penalty: 3465.336914
	Iteration 24Q: 3 clusters Score -205306.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -205311.546875 Penalty: 3465.336914
	Iteration 25Q: 3 clusters Score -205311.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -205314.328125 Penalty: 3465.336914
	Iteration 26Q: 3 clusters Score -205314.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -205316.515625 Penalty: 3465.336914
	Iteration 27Q: 3 clusters Score -205316.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -205318.125000 Penalty: 3465.336914
	Iteration 28Q: 3 clusters Score -205318.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -205319.312500 Penalty: 3465.336914
	Iteration 29Q: 3 clusters Score -205319.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -205319.312500 Penalty: 3465.336914
	Iteration 30F: 3 clusters Score -205319.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (39985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39985 members 
Entering Unmasked Estep 
Score: -8049873.500000 Penalty: 2627.872559
	Iteration 0F: 2 clusters Score -8049874 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19886 members 
Mstep: Class 2 contains 20099 members 
Entering Unmasked Estep 
Score: -8033210.000000 Penalty: 5255.745117
	Iteration 0F: 3 clusters Score -8033210 nChanged 18265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18879 members 
Mstep: Class 2 contains 21106 members 
Entering Unmasked Estep 
Score: -8043232.000000 Penalty: 5255.745117
	Iteration 1F: 3 clusters Score -8043232 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18186 members 
Mstep: Class 2 contains 21799 members 
Entering Unmasked Estep 
Score: -8043785.000000 Penalty: 5255.745117
	Iteration 2Q: 3 clusters Score -8043785 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17307 members 
Mstep: Class 2 contains 22678 members 
Entering Unmasked Estep 
Score: -8044391.500000 Penalty: 5255.745117
	Iteration 3Q: 3 clusters Score -8044392 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16210 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -8045015.500000 Penalty: 5255.745117
	Iteration 4F: 3 clusters Score -8045016 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15042 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -8045618.500000 Penalty: 5255.745117
	Iteration 5F: 3 clusters Score -8045618 nChanged 2115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13859 members 
Mstep: Class 2 contains 26126 members 
Entering Unmasked Estep 
Score: -8046421.500000 Penalty: 5255.745117
	Iteration 6F: 3 clusters Score -8046422 nChanged 2127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12776 members 
Mstep: Class 2 contains 27209 members 
Entering Unmasked Estep 
Score: -8047486.500000 Penalty: 5255.745117
	Iteration 7F: 3 clusters Score -8047486 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11967 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -8048701.000000 Penalty: 5255.745117
	Iteration 8F: 3 clusters Score -8048701 nChanged 2068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11557 members 
Mstep: Class 2 contains 28428 members 
Entering Unmasked Estep 
Score: -8049776.500000 Penalty: 5255.745117
	Iteration 9F: 3 clusters Score -8049776 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11487 members 
Mstep: Class 2 contains 28498 members 
Entering Unmasked Estep 
Score: -8050435.000000 Penalty: 5255.745117
	Iteration 10Q: 3 clusters Score -8050435 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11529 members 
Mstep: Class 2 contains 28456 members 
Entering Unmasked Estep 
Score: -8050607.000000 Penalty: 5255.745117
	Iteration 11Q: 3 clusters Score -8050607 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11673 members 
Mstep: Class 2 contains 28312 members 
Entering Unmasked Estep 
Score: -8050682.500000 Penalty: 5255.745117
	Iteration 12Q: 3 clusters Score -8050682 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11824 members 
Mstep: Class 2 contains 28161 members 
Entering Unmasked Estep 
Score: -8050718.000000 Penalty: 5255.745117
	Iteration 13Q: 3 clusters Score -8050718 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12043 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -8050723.500000 Penalty: 5255.745117
	Iteration 14Q: 3 clusters Score -8050724 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12303 members 
Mstep: Class 2 contains 27682 members 
Entering Unmasked Estep 
Score: -8050759.500000 Penalty: 5255.745117
	Iteration 15Q: 3 clusters Score -8050760 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12568 members 
Mstep: Class 2 contains 27417 members 
Entering Unmasked Estep 
Score: -8050755.500000 Penalty: 5255.745117
	Iteration 16Q: 3 clusters Score -8050756 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12872 members 
Mstep: Class 2 contains 27113 members 
Entering Unmasked Estep 
Score: -8050794.500000 Penalty: 5255.745117
	Iteration 17Q: 3 clusters Score -8050794 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13220 members 
Mstep: Class 2 contains 26765 members 
Entering Unmasked Estep 
Score: -8050782.500000 Penalty: 5255.745117
	Iteration 18Q: 3 clusters Score -8050782 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13613 members 
Mstep: Class 2 contains 26372 members 
Entering Unmasked Estep 
Score: -8050771.500000 Penalty: 5255.745117
	Iteration 19Q: 3 clusters Score -8050772 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14068 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -8050798.500000 Penalty: 5255.745117
	Iteration 20F: 3 clusters Score -8050798 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -8050896.000000 Penalty: 5255.745117
	Iteration 21Q: 3 clusters Score -8050896 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15134 members 
Mstep: Class 2 contains 24851 members 
Entering Unmasked Estep 
Score: -8051002.000000 Penalty: 5255.745117
	Iteration 22Q: 3 clusters Score -8051002 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15746 members 
Mstep: Class 2 contains 24239 members 
Entering Unmasked Estep 
Score: -8051155.000000 Penalty: 5255.745117
	Iteration 23Q: 3 clusters Score -8051155 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16341 members 
Mstep: Class 2 contains 23644 members 
Entering Unmasked Estep 
Score: -8051238.000000 Penalty: 5255.745117
	Iteration 24Q: 3 clusters Score -8051238 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 23035 members 
Entering Unmasked Estep 
Score: -8051406.000000 Penalty: 5255.745117
	Iteration 25Q: 3 clusters Score -8051406 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 22474 members 
Entering Unmasked Estep 
Score: -8051563.500000 Penalty: 5255.745117
	Iteration 26Q: 3 clusters Score -8051564 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18014 members 
Mstep: Class 2 contains 21971 members 
Entering Unmasked Estep 
Score: -8051642.000000 Penalty: 5255.745117
	Iteration 27Q: 3 clusters Score -8051642 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18421 members 
Mstep: Class 2 contains 21564 members 
Entering Unmasked Estep 
Score: -8051734.000000 Penalty: 5255.745117
	Iteration 28Q: 3 clusters Score -8051734 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18755 members 
Mstep: Class 2 contains 21230 members 
Entering Unmasked Estep 
Score: -8051824.000000 Penalty: 5255.745117
	Iteration 29Q: 3 clusters Score -8051824 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19047 members 
Mstep: Class 2 contains 20938 members 
Entering Unmasked Estep 
Score: -8051892.500000 Penalty: 5255.745117
	Iteration 30Q: 3 clusters Score -8051892 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 20743 members 
Entering Unmasked Estep 
Score: -8051945.500000 Penalty: 5255.745117
	Iteration 31Q: 3 clusters Score -8051946 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19381 members 
Mstep: Class 2 contains 20604 members 
Entering Unmasked Estep 
Score: -8052035.000000 Penalty: 5255.745117
	Iteration 32Q: 3 clusters Score -8052035 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19495 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -8052101.500000 Penalty: 5255.745117
	Iteration 33Q: 3 clusters Score -8052102 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 20396 members 
Entering Unmasked Estep 
Score: -8052190.500000 Penalty: 5255.745117
	Iteration 34Q: 3 clusters Score -8052190 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19670 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -8052250.500000 Penalty: 5255.745117
	Iteration 35Q: 3 clusters Score -8052250 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19722 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -8052359.500000 Penalty: 5255.745117
	Iteration 36Q: 3 clusters Score -8052360 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19750 members 
Mstep: Class 2 contains 20235 members 
Entering Unmasked Estep 
Score: -8052470.000000 Penalty: 5255.745117
	Iteration 37Q: 3 clusters Score -8052470 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19753 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -8052583.500000 Penalty: 5255.745117
	Iteration 38Q: 3 clusters Score -8052584 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19751 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -8052673.500000 Penalty: 5255.745117
	Iteration 39Q: 3 clusters Score -8052674 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 20268 members 
Entering Unmasked Estep 
Score: -8052846.500000 Penalty: 5255.745117
	Iteration 40F: 3 clusters Score -8052846 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19672 members 
Mstep: Class 2 contains 20313 members 
Entering Unmasked Estep 
Score: -8052998.500000 Penalty: 5255.745117
	Iteration 41Q: 3 clusters Score -8052998 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 20342 members 
Entering Unmasked Estep 
Score: -8053194.500000 Penalty: 5255.745117
	Iteration 42Q: 3 clusters Score -8053194 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19595 members 
Mstep: Class 2 contains 20390 members 
Entering Unmasked Estep 
Score: -8053401.000000 Penalty: 5255.745117
	Iteration 43Q: 3 clusters Score -8053401 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -8053610.000000 Penalty: 5255.745117
	Iteration 44Q: 3 clusters Score -8053610 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19404 members 
Mstep: Class 2 contains 20581 members 
Entering Unmasked Estep 
Score: -8053800.000000 Penalty: 5255.745117
	Iteration 45Q: 3 clusters Score -8053800 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19249 members 
Mstep: Class 2 contains 20736 members 
Entering Unmasked Estep 
Score: -8053971.500000 Penalty: 5255.745117
	Iteration 46Q: 3 clusters Score -8053972 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -8054174.500000 Penalty: 5255.745117
	Iteration 47Q: 3 clusters Score -8054174 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18928 members 
Mstep: Class 2 contains 21057 members 
Entering Unmasked Estep 
Score: -8054313.500000 Penalty: 5255.745117
	Iteration 48Q: 3 clusters Score -8054314 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18761 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -8054398.500000 Penalty: 5255.745117
	Iteration 49Q: 3 clusters Score -8054398 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -8054523.500000 Penalty: 5255.745117
	Iteration 50Q: 3 clusters Score -8054524 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 21440 members 
Entering Unmasked Estep 
Score: -8054651.500000 Penalty: 5255.745117
	Iteration 51Q: 3 clusters Score -8054652 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18457 members 
Mstep: Class 2 contains 21528 members 
Entering Unmasked Estep 
Score: -8054729.500000 Penalty: 5255.745117
	Iteration 52Q: 3 clusters Score -8054730 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18324 members 
Mstep: Class 2 contains 21661 members 
Entering Unmasked Estep 
Score: -8054801.500000 Penalty: 5255.745117
	Iteration 53Q: 3 clusters Score -8054802 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18209 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -8054856.500000 Penalty: 5255.745117
	Iteration 54Q: 3 clusters Score -8054856 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18091 members 
Mstep: Class 2 contains 21894 members 
Entering Unmasked Estep 
Score: -8054909.000000 Penalty: 5255.745117
	Iteration 55Q: 3 clusters Score -8054909 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17939 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -8054936.000000 Penalty: 5255.745117
	Iteration 56Q: 3 clusters Score -8054936 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17760 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -8054954.000000 Penalty: 5255.745117
	Iteration 57Q: 3 clusters Score -8054954 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -8054966.000000 Penalty: 5255.745117
	Iteration 58Q: 3 clusters Score -8054966 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 22472 members 
Entering Unmasked Estep 
Score: -8054980.500000 Penalty: 5255.745117
	Iteration 59Q: 3 clusters Score -8054980 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -8054989.000000 Penalty: 5255.745117
	Iteration 60F: 3 clusters Score -8054989 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 22711 members 
Entering Unmasked Estep 
Score: -8055003.000000 Penalty: 5255.745117
	Iteration 61Q: 3 clusters Score -8055003 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 22821 members 
Entering Unmasked Estep 
Score: -8055019.000000 Penalty: 5255.745117
	Iteration 62Q: 3 clusters Score -8055019 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17036 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -8054996.000000 Penalty: 5255.745117
	Iteration 63Q: 3 clusters Score -8054996 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16924 members 
Mstep: Class 2 contains 23061 members 
Entering Unmasked Estep 
Score: -8054994.000000 Penalty: 5255.745117
	Iteration 64Q: 3 clusters Score -8054994 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 23145 members 
Entering Unmasked Estep 
Score: -8054990.500000 Penalty: 5255.745117
	Iteration 65Q: 3 clusters Score -8054990 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16767 members 
Mstep: Class 2 contains 23218 members 
Entering Unmasked Estep 
Score: -8054997.500000 Penalty: 5255.745117
	Iteration 66Q: 3 clusters Score -8054998 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16688 members 
Mstep: Class 2 contains 23297 members 
Entering Unmasked Estep 
Score: -8054992.500000 Penalty: 5255.745117
	Iteration 67Q: 3 clusters Score -8054992 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16619 members 
Mstep: Class 2 contains 23366 members 
Entering Unmasked Estep 
Score: -8055006.000000 Penalty: 5255.745117
	Iteration 68Q: 3 clusters Score -8055006 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16534 members 
Mstep: Class 2 contains 23451 members 
Entering Unmasked Estep 
Score: -8055011.000000 Penalty: 5255.745117
	Iteration 69Q: 3 clusters Score -8055011 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 23536 members 
Entering Unmasked Estep 
Score: -8055002.500000 Penalty: 5255.745117
	Iteration 70Q: 3 clusters Score -8055002 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16366 members 
Mstep: Class 2 contains 23619 members 
Entering Unmasked Estep 
Score: -8054993.000000 Penalty: 5255.745117
	Iteration 71Q: 3 clusters Score -8054993 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16297 members 
Mstep: Class 2 contains 23688 members 
Entering Unmasked Estep 
Score: -8054988.500000 Penalty: 5255.745117
	Iteration 72Q: 3 clusters Score -8054988 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16253 members 
Mstep: Class 2 contains 23732 members 
Entering Unmasked Estep 
Score: -8054979.500000 Penalty: 5255.745117
	Iteration 73Q: 3 clusters Score -8054980 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16204 members 
Mstep: Class 2 contains 23781 members 
Entering Unmasked Estep 
Score: -8054991.500000 Penalty: 5255.745117
	Iteration 74Q: 3 clusters Score -8054992 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16156 members 
Mstep: Class 2 contains 23829 members 
Entering Unmasked Estep 
Score: -8054991.500000 Penalty: 5255.745117
	Iteration 75Q: 3 clusters Score -8054992 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 23864 members 
Entering Unmasked Estep 
Score: -8054987.000000 Penalty: 5255.745117
	Iteration 76Q: 3 clusters Score -8054987 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16091 members 
Mstep: Class 2 contains 23894 members 
Entering Unmasked Estep 
Score: -8054998.500000 Penalty: 5255.745117
	Iteration 77Q: 3 clusters Score -8054998 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16051 members 
Mstep: Class 2 contains 23934 members 
Entering Unmasked Estep 
Score: -8055002.500000 Penalty: 5255.745117
	Iteration 78Q: 3 clusters Score -8055002 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16033 members 
Mstep: Class 2 contains 23952 members 
Entering Unmasked Estep 
Score: -8055006.500000 Penalty: 5255.745117
	Iteration 79Q: 3 clusters Score -8055006 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16021 members 
Mstep: Class 2 contains 23964 members 
Entering Unmasked Estep 
Score: -8055007.000000 Penalty: 5255.745117
	Iteration 80F: 3 clusters Score -8055007 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 23986 members 
Entering Unmasked Estep 
Score: -8055015.500000 Penalty: 5255.745117
	Iteration 81Q: 3 clusters Score -8055016 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15990 members 
Mstep: Class 2 contains 23995 members 
Entering Unmasked Estep 
Score: -8055007.000000 Penalty: 5255.745117
	Iteration 82Q: 3 clusters Score -8055007 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15984 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -8055003.000000 Penalty: 5255.745117
	Iteration 83Q: 3 clusters Score -8055003 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 24009 members 
Entering Unmasked Estep 
Score: -8055007.500000 Penalty: 5255.745117
	Iteration 84Q: 3 clusters Score -8055008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15968 members 
Mstep: Class 2 contains 24017 members 
Entering Unmasked Estep 
Score: -8054999.000000 Penalty: 5255.745117
	Iteration 85Q: 3 clusters Score -8054999 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15964 members 
Mstep: Class 2 contains 24021 members 
Entering Unmasked Estep 
Score: -8055004.000000 Penalty: 5255.745117
	Iteration 86Q: 3 clusters Score -8055004 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15962 members 
Mstep: Class 2 contains 24023 members 
Entering Unmasked Estep 
Score: -8054999.500000 Penalty: 5255.745117
	Iteration 87Q: 3 clusters Score -8055000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -8054991.500000 Penalty: 5255.745117
	Iteration 88Q: 3 clusters Score -8054992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15958 members 
Mstep: Class 2 contains 24027 members 
Entering Unmasked Estep 
Score: -8054992.000000 Penalty: 5255.745117
	Iteration 89Q: 3 clusters Score -8054992 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -8054993.500000 Penalty: 5255.745117
	Iteration 90Q: 3 clusters Score -8054994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15959 members 
Mstep: Class 2 contains 24026 members 
Entering Unmasked Estep 
Score: -8054993.500000 Penalty: 5255.745117
	Iteration 91F: 3 clusters Score -8054994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 10893 members 
Mstep: Class 3 contains 35696 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 26865 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 38977 members 
Mstep: Class 8 contains 55308 members 
Mstep: Class 9 contains 58760 members 
Mstep: Class 10 contains 17828 members 
Mstep: Class 11 contains 32297 members 
Mstep: Class 12 contains 59089 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 15 contains 10786 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40445 members 
Mstep: Class 18 contains 6288 members 
Mstep: Class 19 contains 5364 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38144 members 
Mstep: Class 22 contains 31236 members 
Mstep: Class 23 contains 33654 members 
Mstep: Class 24 contains 29893 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 46864 members 
Mstep: Class 27 contains 55935 members 
Mstep: Class 28 contains 59472 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 24455 members 
Mstep: Class 31 contains 59284 members 
Mstep: Class 32 contains 30755 members 
Mstep: Class 33 contains 45113 members 
Mstep: Class 34 contains 155 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 29805 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 15959 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22558 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33149 members 
Mstep: Class 44 contains 907 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 19654 members 
Mstep: Class 47 contains 24026 members 
Entering Unmasked Estep 
Score: -207948912.000000 Penalty: 162315.296875
Splitting cluster 39 changes total score from -207939696.000000 to -207948912.000000
So it's getting split into cluster 47.
Entering ConstructFrom: 
Trying to split cluster 40 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -113293.742188 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -113293.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -111758.125000 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -111758.1 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -112229.281250 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -112229.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -112550.148438 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -112550.1 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -112845.796875 Penalty: 3246.493408
	Iteration 3F: 3 clusters Score -112845.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -113061.351562 Penalty: 3246.493408
	Iteration 4F: 3 clusters Score -113061.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -113117.062500 Penalty: 3246.493408
	Iteration 5Q: 3 clusters Score -113117.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -113180.539062 Penalty: 3246.493408
	Iteration 6Q: 3 clusters Score -113180.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 138 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -113225.093750 Penalty: 3246.493408
	Iteration 7Q: 3 clusters Score -113225.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113263.656250 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -113263.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -113263.656250 Penalty: 3246.493408
	Iteration 9F: 3 clusters Score -113263.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (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: -4162483.500000 Penalty: 2485.913574
	Iteration 0F: 2 clusters Score -4162484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 11425 members 
Entering Unmasked Estep 
Score: -4146827.000000 Penalty: 4971.827148
	Iteration 0F: 3 clusters Score -4146827 nChanged 9979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10482 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -4152186.000000 Penalty: 4971.827148
	Iteration 1F: 3 clusters Score -4152186 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9964 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -4152957.250000 Penalty: 4971.827148
	Iteration 2F: 3 clusters Score -4152957 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9172 members 
Mstep: Class 2 contains 13386 members 
Entering Unmasked Estep 
Score: -4153860.750000 Penalty: 4971.827148
	Iteration 3F: 3 clusters Score -4153861 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8161 members 
Mstep: Class 2 contains 14397 members 
Entering Unmasked Estep 
Score: -4154927.500000 Penalty: 4971.827148
	Iteration 4F: 3 clusters Score -4154928 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6862 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -4156176.250000 Penalty: 4971.827148
	Iteration 5F: 3 clusters Score -4156176 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5504 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -4157473.500000 Penalty: 4971.827148
	Iteration 6F: 3 clusters Score -4157474 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4314 members 
Mstep: Class 2 contains 18244 members 
Entering Unmasked Estep 
Score: -4158642.250000 Penalty: 4971.827148
	Iteration 7F: 3 clusters Score -4158642 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -4159498.500000 Penalty: 4971.827148
	Iteration 8Q: 3 clusters Score -4159498 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 19565 members 
Entering Unmasked Estep 
Score: -4160089.750000 Penalty: 4971.827148
	Iteration 9Q: 3 clusters Score -4160090 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2700 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -4160394.750000 Penalty: 4971.827148
	Iteration 10Q: 3 clusters Score -4160395 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 20070 members 
Entering Unmasked Estep 
Score: -4160557.000000 Penalty: 4971.827148
	Iteration 11Q: 3 clusters Score -4160557 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 20238 members 
Entering Unmasked Estep 
Score: -4160658.750000 Penalty: 4971.827148
	Iteration 12Q: 3 clusters Score -4160659 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2195 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -4160723.500000 Penalty: 4971.827148
	Iteration 13Q: 3 clusters Score -4160724 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 20465 members 
Entering Unmasked Estep 
Score: -4160772.750000 Penalty: 4971.827148
	Iteration 14Q: 3 clusters Score -4160773 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 20548 members 
Entering Unmasked Estep 
Score: -4160820.250000 Penalty: 4971.827148
	Iteration 15Q: 3 clusters Score -4160820 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 20611 members 
Entering Unmasked Estep 
Score: -4160846.750000 Penalty: 4971.827148
	Iteration 16Q: 3 clusters Score -4160847 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 20669 members 
Entering Unmasked Estep 
Score: -4160879.250000 Penalty: 4971.827148
	Iteration 17Q: 3 clusters Score -4160879 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 20729 members 
Entering Unmasked Estep 
Score: -4160911.500000 Penalty: 4971.827148
	Iteration 18Q: 3 clusters Score -4160912 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1768 members 
Mstep: Class 2 contains 20790 members 
Entering Unmasked Estep 
Score: -4160939.000000 Penalty: 4971.827148
	Iteration 19Q: 3 clusters Score -4160939 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 20844 members 
Entering Unmasked Estep 
Score: -4160960.750000 Penalty: 4971.827148
	Iteration 20F: 3 clusters Score -4160961 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 20885 members 
Entering Unmasked Estep 
Score: -4160983.750000 Penalty: 4971.827148
	Iteration 21Q: 3 clusters Score -4160984 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 20921 members 
Entering Unmasked Estep 
Score: -4160994.250000 Penalty: 4971.827148
	Iteration 22Q: 3 clusters Score -4160994 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1603 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -4161019.750000 Penalty: 4971.827148
	Iteration 23Q: 3 clusters Score -4161020 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1572 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -4161039.750000 Penalty: 4971.827148
	Iteration 24Q: 3 clusters Score -4161040 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 21018 members 
Entering Unmasked Estep 
Score: -4161051.500000 Penalty: 4971.827148
	Iteration 25Q: 3 clusters Score -4161052 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1511 members 
Mstep: Class 2 contains 21047 members 
Entering Unmasked Estep 
Score: -4161062.750000 Penalty: 4971.827148
	Iteration 26Q: 3 clusters Score -4161063 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -4161077.750000 Penalty: 4971.827148
	Iteration 27Q: 3 clusters Score -4161078 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1466 members 
Mstep: Class 2 contains 21092 members 
Entering Unmasked Estep 
Score: -4161090.250000 Penalty: 4971.827148
	Iteration 28Q: 3 clusters Score -4161090 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1441 members 
Mstep: Class 2 contains 21117 members 
Entering Unmasked Estep 
Score: -4161104.500000 Penalty: 4971.827148
	Iteration 29Q: 3 clusters Score -4161104 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -4161114.250000 Penalty: 4971.827148
	Iteration 30Q: 3 clusters Score -4161114 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 21158 members 
Entering Unmasked Estep 
Score: -4161120.750000 Penalty: 4971.827148
	Iteration 31Q: 3 clusters Score -4161121 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 21174 members 
Entering Unmasked Estep 
Score: -4161132.750000 Penalty: 4971.827148
	Iteration 32Q: 3 clusters Score -4161133 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4161139.250000 Penalty: 4971.827148
	Iteration 33Q: 3 clusters Score -4161139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 21189 members 
Entering Unmasked Estep 
Score: -4161144.500000 Penalty: 4971.827148
	Iteration 34Q: 3 clusters Score -4161144 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 21194 members 
Entering Unmasked Estep 
Score: -4161151.000000 Penalty: 4971.827148
	Iteration 35Q: 3 clusters Score -4161151 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -4161145.750000 Penalty: 4971.827148
	Iteration 36Q: 3 clusters Score -4161146 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 21202 members 
Entering Unmasked Estep 
Score: -4161145.000000 Penalty: 4971.827148
	Iteration 37Q: 3 clusters Score -4161145 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 21205 members 
Entering Unmasked Estep 
Score: -4161148.250000 Penalty: 4971.827148
	Iteration 38Q: 3 clusters Score -4161148 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 21206 members 
Entering Unmasked Estep 
Score: -4161151.000000 Penalty: 4971.827148
	Iteration 39Q: 3 clusters Score -4161151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 21207 members 
Entering Unmasked Estep 
Score: -4161151.750000 Penalty: 4971.827148
	Iteration 40F: 3 clusters Score -4161152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 21208 members 
Entering Unmasked Estep 
Score: -4161152.250000 Penalty: 4971.827148
	Iteration 41Q: 3 clusters Score -4161152 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1349 members 
Mstep: Class 2 contains 21209 members 
Entering Unmasked Estep 
Score: -4161150.250000 Penalty: 4971.827148
	Iteration 42Q: 3 clusters Score -4161150 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1347 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -4161152.750000 Penalty: 4971.827148
	Iteration 43Q: 3 clusters Score -4161153 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 21213 members 
Entering Unmasked Estep 
Score: -4161154.750000 Penalty: 4971.827148
	Iteration 44Q: 3 clusters Score -4161155 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 21214 members 
Entering Unmasked Estep 
Score: -4161156.500000 Penalty: 4971.827148
	Iteration 45Q: 3 clusters Score -4161156 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 21215 members 
Entering Unmasked Estep 
Score: -4161152.750000 Penalty: 4971.827148
	Iteration 46Q: 3 clusters Score -4161153 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 21216 members 
Entering Unmasked Estep 
Score: -4161150.750000 Penalty: 4971.827148
	Iteration 47Q: 3 clusters Score -4161151 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -4161152.500000 Penalty: 4971.827148
	Iteration 48Q: 3 clusters Score -4161152 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1338 members 
Mstep: Class 2 contains 21220 members 
Entering Unmasked Estep 
Score: -4161155.250000 Penalty: 4971.827148
	Iteration 49Q: 3 clusters Score -4161155 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 21224 members 
Entering Unmasked Estep 
Score: -4161161.000000 Penalty: 4971.827148
	Iteration 50Q: 3 clusters Score -4161161 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -4161161.500000 Penalty: 4971.827148
	Iteration 51Q: 3 clusters Score -4161162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -4161162.750000 Penalty: 4971.827148
	Iteration 52Q: 3 clusters Score -4161163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -4161161.000000 Penalty: 4971.827148
	Iteration 53Q: 3 clusters Score -4161161 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 21239 members 
Entering Unmasked Estep 
Score: -4161162.000000 Penalty: 4971.827148
	Iteration 54Q: 3 clusters Score -4161162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4161160.250000 Penalty: 4971.827148
	Iteration 55Q: 3 clusters Score -4161160 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 21243 members 
Entering Unmasked Estep 
Score: -4161164.000000 Penalty: 4971.827148
	Iteration 56Q: 3 clusters Score -4161164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -4161162.750000 Penalty: 4971.827148
	Iteration 57Q: 3 clusters Score -4161163 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 21245 members 
Entering Unmasked Estep 
Score: -4161164.000000 Penalty: 4971.827148
	Iteration 58Q: 3 clusters Score -4161164 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4161163.750000 Penalty: 4971.827148
	Iteration 59Q: 3 clusters Score -4161164 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 21246 members 
Entering Unmasked Estep 
Score: -4161163.750000 Penalty: 4971.827148
	Iteration 60F: 3 clusters Score -4161164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -10167.099609 Penalty: 1131.958374
	Iteration 0F: 2 clusters Score -10167.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -9662.145508 Penalty: 2263.916748
	Iteration 0F: 3 clusters Score -9662.146 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 36 members 
Entering Unmasked Estep 
Score: -9793.461914 Penalty: 2263.916748
	Iteration 1F: 3 clusters Score -9793.462 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -9795.238281 Penalty: 2263.916748
	Iteration 2Q: 3 clusters Score -9795.238 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 35 members 
Entering Unmasked Estep 
Score: -9795.238281 Penalty: 2263.916748
	Iteration 3F: 3 clusters Score -9795.238 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (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: -6335205.500000 Penalty: 2581.374512
	Iteration 0F: 2 clusters Score -6335206 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16746 members 
Mstep: Class 2 contains 16403 members 
Entering Unmasked Estep 
Score: -6313518.000000 Penalty: 5162.749023
	Iteration 0F: 3 clusters Score -6313518 nChanged 14900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17972 members 
Mstep: Class 2 contains 15177 members 
Entering Unmasked Estep 
Score: -6321664.500000 Penalty: 5162.749023
	Iteration 1F: 3 clusters Score -6321664 nChanged 1669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18835 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -6322290.500000 Penalty: 5162.749023
	Iteration 2F: 3 clusters Score -6322290 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 13172 members 
Entering Unmasked Estep 
Score: -6322955.500000 Penalty: 5162.749023
	Iteration 3F: 3 clusters Score -6322956 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -6323802.500000 Penalty: 5162.749023
	Iteration 4F: 3 clusters Score -6323802 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23402 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -6325051.000000 Penalty: 5162.749023
	Iteration 5F: 3 clusters Score -6325051 nChanged 2375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25705 members 
Mstep: Class 2 contains 7444 members 
Entering Unmasked Estep 
Score: -6326729.000000 Penalty: 5162.749023
	Iteration 6F: 3 clusters Score -6326729 nChanged 2408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 5064 members 
Entering Unmasked Estep 
Score: -6328706.000000 Penalty: 5162.749023
	Iteration 7F: 3 clusters Score -6328706 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30179 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -6330489.000000 Penalty: 5162.749023
	Iteration 8F: 3 clusters Score -6330489 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31597 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -6331682.000000 Penalty: 5162.749023
	Iteration 9Q: 3 clusters Score -6331682 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32356 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -6332312.500000 Penalty: 5162.749023
	Iteration 10Q: 3 clusters Score -6332312 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32663 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -6332620.000000 Penalty: 5162.749023
	Iteration 11Q: 3 clusters Score -6332620 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32794 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -6332776.000000 Penalty: 5162.749023
	Iteration 12Q: 3 clusters Score -6332776 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32844 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -6332832.500000 Penalty: 5162.749023
	Iteration 13Q: 3 clusters Score -6332832 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32860 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -6332854.000000 Penalty: 5162.749023
	Iteration 14Q: 3 clusters Score -6332854 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32874 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -6332868.000000 Penalty: 5162.749023
	Iteration 15Q: 3 clusters Score -6332868 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32879 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -6332871.000000 Penalty: 5162.749023
	Iteration 16Q: 3 clusters Score -6332871 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6332870.000000 Penalty: 5162.749023
	Iteration 17Q: 3 clusters Score -6332870 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6332879.500000 Penalty: 5162.749023
	Iteration 18Q: 3 clusters Score -6332880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6332879.500000 Penalty: 5162.749023
	Iteration 19Q: 3 clusters Score -6332880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32885 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -6332883.000000 Penalty: 5162.749023
	Iteration 20F: 3 clusters Score -6332883 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32887 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -6332885.500000 Penalty: 5162.749023
	Iteration 21Q: 3 clusters Score -6332886 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32891 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -6332890.500000 Penalty: 5162.749023
	Iteration 22Q: 3 clusters Score -6332890 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32892 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -6332885.500000 Penalty: 5162.749023
	Iteration 23Q: 3 clusters Score -6332886 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32894 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -6332891.000000 Penalty: 5162.749023
	Iteration 24Q: 3 clusters Score -6332891 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32896 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -6332892.500000 Penalty: 5162.749023
	Iteration 25Q: 3 clusters Score -6332892 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32898 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -6332897.500000 Penalty: 5162.749023
	Iteration 26Q: 3 clusters Score -6332898 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32900 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -6332898.500000 Penalty: 5162.749023
	Iteration 27Q: 3 clusters Score -6332898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32901 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -6332904.000000 Penalty: 5162.749023
	Iteration 28Q: 3 clusters Score -6332904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6332907.500000 Penalty: 5162.749023
	Iteration 29Q: 3 clusters Score -6332908 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32902 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -6332907.500000 Penalty: 5162.749023
	Iteration 30F: 3 clusters Score -6332908 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (907 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Entering Unmasked Estep 
Score: -141749.796875 Penalty: 1688.915283
	Iteration 0F: 2 clusters Score -141749.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -140094.109375 Penalty: 3377.830566
	Iteration 0F: 3 clusters Score -140094.1 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -140601.078125 Penalty: 3377.830566
	Iteration 1F: 3 clusters Score -140601.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -140966.875000 Penalty: 3377.830566
	Iteration 2F: 3 clusters Score -140966.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -141209.781250 Penalty: 3377.830566
	Iteration 3F: 3 clusters Score -141209.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -141354.546875 Penalty: 3377.830566
	Iteration 4F: 3 clusters Score -141354.5 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -141454.875000 Penalty: 3377.830566
	Iteration 5Q: 3 clusters Score -141454.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -141577.921875 Penalty: 3377.830566
	Iteration 6Q: 3 clusters Score -141577.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -141701.953125 Penalty: 3377.830566
	Iteration 7Q: 3 clusters Score -141702 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -141780.625000 Penalty: 3377.830566
	Iteration 8Q: 3 clusters Score -141780.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -141789.750000 Penalty: 3377.830566
	Iteration 9Q: 3 clusters Score -141789.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 185 members 
Entering Unmasked Estep 
Score: -141803.765625 Penalty: 3377.830566
	Iteration 10Q: 3 clusters Score -141803.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -141806.015625 Penalty: 3377.830566
	Iteration 11Q: 3 clusters Score -141806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 184 members 
Entering Unmasked Estep 
Score: -141806.015625 Penalty: 3377.830566
	Iteration 12F: 3 clusters Score -141806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 10893 members 
Mstep: Class 3 contains 35696 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 26865 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 38977 members 
Mstep: Class 8 contains 55308 members 
Mstep: Class 9 contains 58760 members 
Mstep: Class 10 contains 17828 members 
Mstep: Class 11 contains 32297 members 
Mstep: Class 12 contains 59089 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 15 contains 10786 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40445 members 
Mstep: Class 18 contains 6288 members 
Mstep: Class 19 contains 5364 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38144 members 
Mstep: Class 22 contains 31236 members 
Mstep: Class 23 contains 33654 members 
Mstep: Class 24 contains 29893 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 46864 members 
Mstep: Class 27 contains 55935 members 
Mstep: Class 28 contains 59472 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 24455 members 
Mstep: Class 31 contains 59284 members 
Mstep: Class 32 contains 30755 members 
Mstep: Class 33 contains 45113 members 
Mstep: Class 34 contains 155 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 29805 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 15959 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22558 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33149 members 
Mstep: Class 44 contains 723 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 19654 members 
Mstep: Class 47 contains 24026 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
Score: -207947152.000000 Penalty: 165768.828125
Splitting cluster 44 changes total score from -207939696.000000 to -207947152.000000
So it's getting split into cluster 48.
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22571 members 
Mstep: Class 2 contains 10893 members 
Mstep: Class 3 contains 35696 members 
Mstep: Class 4 contains 45559 members 
Mstep: Class 5 contains 26865 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 38977 members 
Mstep: Class 8 contains 55308 members 
Mstep: Class 9 contains 58760 members 
Mstep: Class 10 contains 17828 members 
Mstep: Class 11 contains 32297 members 
Mstep: Class 12 contains 59089 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28881 members 
Mstep: Class 15 contains 10786 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40445 members 
Mstep: Class 18 contains 6288 members 
Mstep: Class 19 contains 5364 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 38144 members 
Mstep: Class 22 contains 31236 members 
Mstep: Class 23 contains 33654 members 
Mstep: Class 24 contains 29893 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 46864 members 
Mstep: Class 27 contains 55935 members 
Mstep: Class 28 contains 59472 members 
Mstep: Class 29 contains 4625 members 
Mstep: Class 30 contains 24455 members 
Mstep: Class 31 contains 59284 members 
Mstep: Class 32 contains 30755 members 
Mstep: Class 33 contains 45113 members 
Mstep: Class 34 contains 155 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 29805 members 
Mstep: Class 38 contains 1082 members 
Mstep: Class 39 contains 15959 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22558 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33149 members 
Mstep: Class 44 contains 723 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207952992.000000 Penalty: 165768.828125
Iteration 159Q: 49 clusters Score -2.07953e+08 nChanged 14395
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22538 members 
Mstep: Class 2 contains 10792 members 
Mstep: Class 3 contains 35897 members 
Mstep: Class 4 contains 46208 members 
Mstep: Class 5 contains 26664 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 38755 members 
Mstep: Class 8 contains 55303 members 
Mstep: Class 9 contains 58924 members 
Mstep: Class 10 contains 17853 members 
Mstep: Class 11 contains 32470 members 
Mstep: Class 12 contains 59200 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 28152 members 
Mstep: Class 15 contains 10761 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40466 members 
Mstep: Class 18 contains 6280 members 
Mstep: Class 19 contains 5368 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 37339 members 
Mstep: Class 22 contains 31210 members 
Mstep: Class 23 contains 33610 members 
Mstep: Class 24 contains 29776 members 
Mstep: Class 25 contains 6940 members 
Mstep: Class 26 contains 46856 members 
Mstep: Class 27 contains 55971 members 
Mstep: Class 28 contains 59344 members 
Mstep: Class 29 contains 4618 members 
Mstep: Class 30 contains 24169 members 
Mstep: Class 31 contains 59277 members 
Mstep: Class 32 contains 30963 members 
Mstep: Class 33 contains 45006 members 
Mstep: Class 34 contains 155 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 31620 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 17733 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22594 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33099 members 
Mstep: Class 44 contains 723 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 18475 members 
Mstep: Class 47 contains 22899 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956048.000000 Penalty: 165768.828125
Iteration 160F: 49 clusters Score -2.07956e+08 nChanged 14884
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22428 members 
Mstep: Class 2 contains 10708 members 
Mstep: Class 3 contains 35775 members 
Mstep: Class 4 contains 46079 members 
Mstep: Class 5 contains 26066 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 37749 members 
Mstep: Class 8 contains 55226 members 
Mstep: Class 9 contains 58972 members 
Mstep: Class 10 contains 17847 members 
Mstep: Class 11 contains 32250 members 
Mstep: Class 12 contains 59113 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 27609 members 
Mstep: Class 15 contains 10740 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40374 members 
Mstep: Class 18 contains 6275 members 
Mstep: Class 19 contains 5370 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 36632 members 
Mstep: Class 22 contains 31076 members 
Mstep: Class 23 contains 33495 members 
Mstep: Class 24 contains 29120 members 
Mstep: Class 25 contains 6939 members 
Mstep: Class 26 contains 46559 members 
Mstep: Class 27 contains 55975 members 
Mstep: Class 28 contains 59242 members 
Mstep: Class 29 contains 4602 members 
Mstep: Class 30 contains 23609 members 
Mstep: Class 31 contains 59309 members 
Mstep: Class 32 contains 30403 members 
Mstep: Class 33 contains 44865 members 
Mstep: Class 34 contains 157 members 
Mstep: Class 35 contains 1763 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 33180 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 18935 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22630 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 33042 members 
Mstep: Class 44 contains 721 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 19991 members 
Mstep: Class 47 contains 24944 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959344.000000 Penalty: 165768.828125
Iteration 161Q: 49 clusters Score -2.079593e+08 nChanged 12667
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 10626 members 
Mstep: Class 3 contains 35635 members 
Mstep: Class 4 contains 45989 members 
Mstep: Class 5 contains 25660 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 36962 members 
Mstep: Class 8 contains 55159 members 
Mstep: Class 9 contains 58964 members 
Mstep: Class 10 contains 17812 members 
Mstep: Class 11 contains 32015 members 
Mstep: Class 12 contains 59030 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 27309 members 
Mstep: Class 15 contains 10715 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40298 members 
Mstep: Class 18 contains 6270 members 
Mstep: Class 19 contains 5375 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 35862 members 
Mstep: Class 22 contains 30993 members 
Mstep: Class 23 contains 33346 members 
Mstep: Class 24 contains 28518 members 
Mstep: Class 25 contains 6939 members 
Mstep: Class 26 contains 46263 members 
Mstep: Class 27 contains 55975 members 
Mstep: Class 28 contains 59113 members 
Mstep: Class 29 contains 4590 members 
Mstep: Class 30 contains 23134 members 
Mstep: Class 31 contains 59294 members 
Mstep: Class 32 contains 29931 members 
Mstep: Class 33 contains 44737 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 34821 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 20149 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22679 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32995 members 
Mstep: Class 44 contains 721 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 21317 members 
Mstep: Class 47 contains 26334 members 
Mstep: Class 48 contains 183 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207961440.000000 Penalty: 165768.828125
Iteration 162Q: 49 clusters Score -2.079614e+08 nChanged 12428
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22212 members 
Mstep: Class 2 contains 10548 members 
Mstep: Class 3 contains 35535 members 
Mstep: Class 4 contains 45951 members 
Mstep: Class 5 contains 25336 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 36185 members 
Mstep: Class 8 contains 55053 members 
Mstep: Class 9 contains 58904 members 
Mstep: Class 10 contains 17778 members 
Mstep: Class 11 contains 31766 members 
Mstep: Class 12 contains 59018 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 26985 members 
Mstep: Class 15 contains 10686 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40256 members 
Mstep: Class 18 contains 6266 members 
Mstep: Class 19 contains 5371 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 35127 members 
Mstep: Class 22 contains 30895 members 
Mstep: Class 23 contains 33194 members 
Mstep: Class 24 contains 27962 members 
Mstep: Class 25 contains 6940 members 
Mstep: Class 26 contains 45887 members 
Mstep: Class 27 contains 55956 members 
Mstep: Class 28 contains 59006 members 
Mstep: Class 29 contains 4577 members 
Mstep: Class 30 contains 22716 members 
Mstep: Class 31 contains 59302 members 
Mstep: Class 32 contains 29529 members 
Mstep: Class 33 contains 44581 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 36255 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 21390 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22712 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32965 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 22798 members 
Mstep: Class 47 contains 27490 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962672.000000 Penalty: 165768.828125
Iteration 163Q: 49 clusters Score -2.079627e+08 nChanged 12386
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22118 members 
Mstep: Class 2 contains 10452 members 
Mstep: Class 3 contains 35416 members 
Mstep: Class 4 contains 45982 members 
Mstep: Class 5 contains 25157 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 35445 members 
Mstep: Class 8 contains 54935 members 
Mstep: Class 9 contains 58816 members 
Mstep: Class 10 contains 17755 members 
Mstep: Class 11 contains 31513 members 
Mstep: Class 12 contains 59086 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 26656 members 
Mstep: Class 15 contains 10655 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40249 members 
Mstep: Class 18 contains 6257 members 
Mstep: Class 19 contains 5369 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 34321 members 
Mstep: Class 22 contains 30866 members 
Mstep: Class 23 contains 33002 members 
Mstep: Class 24 contains 27459 members 
Mstep: Class 25 contains 6941 members 
Mstep: Class 26 contains 45457 members 
Mstep: Class 27 contains 55937 members 
Mstep: Class 28 contains 58872 members 
Mstep: Class 29 contains 4568 members 
Mstep: Class 30 contains 22379 members 
Mstep: Class 31 contains 59277 members 
Mstep: Class 32 contains 29108 members 
Mstep: Class 33 contains 44458 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 37473 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 22549 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22747 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32933 members 
Mstep: Class 44 contains 719 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 24348 members 
Mstep: Class 47 contains 28575 members 
Mstep: Class 48 contains 185 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963264.000000 Penalty: 165768.828125
Iteration 164Q: 49 clusters Score -2.079633e+08 nChanged 12991
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 22013 members 
Mstep: Class 2 contains 10357 members 
Mstep: Class 3 contains 35258 members 
Mstep: Class 4 contains 45998 members 
Mstep: Class 5 contains 24992 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 34736 members 
Mstep: Class 8 contains 54846 members 
Mstep: Class 9 contains 58697 members 
Mstep: Class 10 contains 17739 members 
Mstep: Class 11 contains 31281 members 
Mstep: Class 12 contains 59141 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 26275 members 
Mstep: Class 15 contains 10619 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40210 members 
Mstep: Class 18 contains 6245 members 
Mstep: Class 19 contains 5380 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 33426 members 
Mstep: Class 22 contains 30841 members 
Mstep: Class 23 contains 32820 members 
Mstep: Class 24 contains 27100 members 
Mstep: Class 25 contains 6940 members 
Mstep: Class 26 contains 45012 members 
Mstep: Class 27 contains 55923 members 
Mstep: Class 28 contains 58764 members 
Mstep: Class 29 contains 4549 members 
Mstep: Class 30 contains 22084 members 
Mstep: Class 31 contains 59253 members 
Mstep: Class 32 contains 28681 members 
Mstep: Class 33 contains 44297 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1763 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 38640 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 23736 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22762 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32902 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 26129 members 
Mstep: Class 47 contains 29484 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965056.000000 Penalty: 165768.828125
Iteration 165Q: 49 clusters Score -2.079651e+08 nChanged 13467
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21914 members 
Mstep: Class 2 contains 10246 members 
Mstep: Class 3 contains 35164 members 
Mstep: Class 4 contains 46102 members 
Mstep: Class 5 contains 24832 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 33995 members 
Mstep: Class 8 contains 54760 members 
Mstep: Class 9 contains 58548 members 
Mstep: Class 10 contains 17730 members 
Mstep: Class 11 contains 31031 members 
Mstep: Class 12 contains 59161 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 25846 members 
Mstep: Class 15 contains 10599 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40176 members 
Mstep: Class 18 contains 6228 members 
Mstep: Class 19 contains 5388 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 32479 members 
Mstep: Class 22 contains 30873 members 
Mstep: Class 23 contains 32580 members 
Mstep: Class 24 contains 26697 members 
Mstep: Class 25 contains 6938 members 
Mstep: Class 26 contains 44578 members 
Mstep: Class 27 contains 55876 members 
Mstep: Class 28 contains 58661 members 
Mstep: Class 29 contains 4535 members 
Mstep: Class 30 contains 21794 members 
Mstep: Class 31 contains 59209 members 
Mstep: Class 32 contains 28173 members 
Mstep: Class 33 contains 44134 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 39764 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 24989 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22809 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32852 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 28052 members 
Mstep: Class 47 contains 30418 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965616.000000 Penalty: 165768.828125
Iteration 166Q: 49 clusters Score -2.079656e+08 nChanged 13948
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21825 members 
Mstep: Class 2 contains 10162 members 
Mstep: Class 3 contains 35084 members 
Mstep: Class 4 contains 46228 members 
Mstep: Class 5 contains 24627 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 33193 members 
Mstep: Class 8 contains 54696 members 
Mstep: Class 9 contains 58342 members 
Mstep: Class 10 contains 17705 members 
Mstep: Class 11 contains 30846 members 
Mstep: Class 12 contains 59152 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 25425 members 
Mstep: Class 15 contains 10570 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40126 members 
Mstep: Class 18 contains 6216 members 
Mstep: Class 19 contains 5389 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 31603 members 
Mstep: Class 22 contains 30874 members 
Mstep: Class 23 contains 32324 members 
Mstep: Class 24 contains 26286 members 
Mstep: Class 25 contains 6939 members 
Mstep: Class 26 contains 44110 members 
Mstep: Class 27 contains 55829 members 
Mstep: Class 28 contains 58663 members 
Mstep: Class 29 contains 4520 members 
Mstep: Class 30 contains 21534 members 
Mstep: Class 31 contains 59202 members 
Mstep: Class 32 contains 27591 members 
Mstep: Class 33 contains 44003 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 40753 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 26225 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22840 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32788 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 30140 members 
Mstep: Class 47 contains 31322 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207966224.000000 Penalty: 165768.828125
Iteration 167Q: 49 clusters Score -2.079662e+08 nChanged 14169
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21708 members 
Mstep: Class 2 contains 10072 members 
Mstep: Class 3 contains 35043 members 
Mstep: Class 4 contains 46226 members 
Mstep: Class 5 contains 24473 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 32490 members 
Mstep: Class 8 contains 54563 members 
Mstep: Class 9 contains 58182 members 
Mstep: Class 10 contains 17667 members 
Mstep: Class 11 contains 30644 members 
Mstep: Class 12 contains 59107 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 24596 members 
Mstep: Class 15 contains 10540 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40074 members 
Mstep: Class 18 contains 6197 members 
Mstep: Class 19 contains 5391 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 30895 members 
Mstep: Class 22 contains 30857 members 
Mstep: Class 23 contains 32108 members 
Mstep: Class 24 contains 25869 members 
Mstep: Class 25 contains 6936 members 
Mstep: Class 26 contains 43702 members 
Mstep: Class 27 contains 55783 members 
Mstep: Class 28 contains 58637 members 
Mstep: Class 29 contains 4512 members 
Mstep: Class 30 contains 21300 members 
Mstep: Class 31 contains 59168 members 
Mstep: Class 32 contains 27018 members 
Mstep: Class 33 contains 43843 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1763 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 41640 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 27706 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22869 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32743 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 32254 members 
Mstep: Class 47 contains 32318 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965792.000000 Penalty: 165768.828125
Iteration 168Q: 49 clusters Score -2.079658e+08 nChanged 14369
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21623 members 
Mstep: Class 2 contains 9982 members 
Mstep: Class 3 contains 34956 members 
Mstep: Class 4 contains 46161 members 
Mstep: Class 5 contains 24385 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 31928 members 
Mstep: Class 8 contains 54470 members 
Mstep: Class 9 contains 58061 members 
Mstep: Class 10 contains 17639 members 
Mstep: Class 11 contains 30394 members 
Mstep: Class 12 contains 59033 members 
Mstep: Class 13 contains 512 members 
Mstep: Class 14 contains 23357 members 
Mstep: Class 15 contains 10511 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40071 members 
Mstep: Class 18 contains 6189 members 
Mstep: Class 19 contains 5394 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 30337 members 
Mstep: Class 22 contains 30883 members 
Mstep: Class 23 contains 31885 members 
Mstep: Class 24 contains 25503 members 
Mstep: Class 25 contains 6933 members 
Mstep: Class 26 contains 43389 members 
Mstep: Class 27 contains 55710 members 
Mstep: Class 28 contains 58633 members 
Mstep: Class 29 contains 4503 members 
Mstep: Class 30 contains 21124 members 
Mstep: Class 31 contains 59142 members 
Mstep: Class 32 contains 26434 members 
Mstep: Class 33 contains 43617 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 42226 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 29367 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22899 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32669 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 34332 members 
Mstep: Class 47 contains 33389 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965552.000000 Penalty: 165768.828125
Iteration 169Q: 49 clusters Score -2.079656e+08 nChanged 14153
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21557 members 
Mstep: Class 2 contains 9899 members 
Mstep: Class 3 contains 34928 members 
Mstep: Class 4 contains 46037 members 
Mstep: Class 5 contains 24354 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 31584 members 
Mstep: Class 8 contains 54344 members 
Mstep: Class 9 contains 57907 members 
Mstep: Class 10 contains 17616 members 
Mstep: Class 11 contains 30173 members 
Mstep: Class 12 contains 58984 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 22050 members 
Mstep: Class 15 contains 10489 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40071 members 
Mstep: Class 18 contains 6180 members 
Mstep: Class 19 contains 5402 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 29873 members 
Mstep: Class 22 contains 30994 members 
Mstep: Class 23 contains 31686 members 
Mstep: Class 24 contains 25203 members 
Mstep: Class 25 contains 6931 members 
Mstep: Class 26 contains 43034 members 
Mstep: Class 27 contains 55636 members 
Mstep: Class 28 contains 58650 members 
Mstep: Class 29 contains 4493 members 
Mstep: Class 30 contains 21038 members 
Mstep: Class 31 contains 59072 members 
Mstep: Class 32 contains 25782 members 
Mstep: Class 33 contains 43447 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 42608 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 30853 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22912 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32598 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 36298 members 
Mstep: Class 47 contains 34448 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207963360.000000 Penalty: 165768.828125
Iteration 170Q: 49 clusters Score -2.079634e+08 nChanged 12582
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 9810 members 
Mstep: Class 3 contains 34978 members 
Mstep: Class 4 contains 45891 members 
Mstep: Class 5 contains 24374 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 31294 members 
Mstep: Class 8 contains 54252 members 
Mstep: Class 9 contains 57851 members 
Mstep: Class 10 contains 17587 members 
Mstep: Class 11 contains 30035 members 
Mstep: Class 12 contains 58907 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 21343 members 
Mstep: Class 15 contains 10472 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40096 members 
Mstep: Class 18 contains 6174 members 
Mstep: Class 19 contains 5405 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 29547 members 
Mstep: Class 22 contains 31065 members 
Mstep: Class 23 contains 31570 members 
Mstep: Class 24 contains 24976 members 
Mstep: Class 25 contains 6929 members 
Mstep: Class 26 contains 42731 members 
Mstep: Class 27 contains 55563 members 
Mstep: Class 28 contains 58613 members 
Mstep: Class 29 contains 4482 members 
Mstep: Class 30 contains 20928 members 
Mstep: Class 31 contains 58996 members 
Mstep: Class 32 contains 25212 members 
Mstep: Class 33 contains 43328 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1766 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 42719 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 31539 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22917 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32524 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 38199 members 
Mstep: Class 47 contains 35343 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962336.000000 Penalty: 165768.828125
Iteration 171Q: 49 clusters Score -2.079623e+08 nChanged 10481
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21412 members 
Mstep: Class 2 contains 9719 members 
Mstep: Class 3 contains 35062 members 
Mstep: Class 4 contains 45696 members 
Mstep: Class 5 contains 24391 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 31158 members 
Mstep: Class 8 contains 54133 members 
Mstep: Class 9 contains 57806 members 
Mstep: Class 10 contains 17544 members 
Mstep: Class 11 contains 30030 members 
Mstep: Class 12 contains 58831 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 21107 members 
Mstep: Class 15 contains 10440 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40103 members 
Mstep: Class 18 contains 6165 members 
Mstep: Class 19 contains 5415 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 29254 members 
Mstep: Class 22 contains 31079 members 
Mstep: Class 23 contains 31457 members 
Mstep: Class 24 contains 24804 members 
Mstep: Class 25 contains 6928 members 
Mstep: Class 26 contains 42503 members 
Mstep: Class 27 contains 55585 members 
Mstep: Class 28 contains 58555 members 
Mstep: Class 29 contains 4470 members 
Mstep: Class 30 contains 20875 members 
Mstep: Class 31 contains 58953 members 
Mstep: Class 32 contains 24847 members 
Mstep: Class 33 contains 43280 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1766 members 
Mstep: Class 36 contains 315 members 
Mstep: Class 37 contains 42688 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 31633 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22929 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32487 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 39835 members 
Mstep: Class 47 contains 35956 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207961616.000000 Penalty: 165768.828125
Iteration 172Q: 49 clusters Score -2.079616e+08 nChanged 8891
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 9623 members 
Mstep: Class 3 contains 35152 members 
Mstep: Class 4 contains 45528 members 
Mstep: Class 5 contains 24454 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 31093 members 
Mstep: Class 8 contains 54053 members 
Mstep: Class 9 contains 57755 members 
Mstep: Class 10 contains 17512 members 
Mstep: Class 11 contains 30044 members 
Mstep: Class 12 contains 58817 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 20988 members 
Mstep: Class 15 contains 10412 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40133 members 
Mstep: Class 18 contains 6154 members 
Mstep: Class 19 contains 5424 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 29002 members 
Mstep: Class 22 contains 31073 members 
Mstep: Class 23 contains 31338 members 
Mstep: Class 24 contains 24699 members 
Mstep: Class 25 contains 6926 members 
Mstep: Class 26 contains 42279 members 
Mstep: Class 27 contains 55571 members 
Mstep: Class 28 contains 58494 members 
Mstep: Class 29 contains 4461 members 
Mstep: Class 30 contains 20857 members 
Mstep: Class 31 contains 58918 members 
Mstep: Class 32 contains 24652 members 
Mstep: Class 33 contains 43227 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1767 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 42704 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 31570 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22937 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32445 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 41184 members 
Mstep: Class 47 contains 36313 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207961184.000000 Penalty: 165768.828125
Iteration 173Q: 49 clusters Score -2.079612e+08 nChanged 8086
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21276 members 
Mstep: Class 2 contains 9502 members 
Mstep: Class 3 contains 35213 members 
Mstep: Class 4 contains 45266 members 
Mstep: Class 5 contains 24534 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 31160 members 
Mstep: Class 8 contains 53985 members 
Mstep: Class 9 contains 57710 members 
Mstep: Class 10 contains 17484 members 
Mstep: Class 11 contains 30083 members 
Mstep: Class 12 contains 58775 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 20866 members 
Mstep: Class 15 contains 10385 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40141 members 
Mstep: Class 18 contains 6136 members 
Mstep: Class 19 contains 5426 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 28753 members 
Mstep: Class 22 contains 31117 members 
Mstep: Class 23 contains 31244 members 
Mstep: Class 24 contains 24591 members 
Mstep: Class 25 contains 6921 members 
Mstep: Class 26 contains 42122 members 
Mstep: Class 27 contains 55586 members 
Mstep: Class 28 contains 58407 members 
Mstep: Class 29 contains 4451 members 
Mstep: Class 30 contains 20858 members 
Mstep: Class 31 contains 58899 members 
Mstep: Class 32 contains 24590 members 
Mstep: Class 33 contains 43173 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 42841 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 31503 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22945 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32394 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 42320 members 
Mstep: Class 47 contains 36474 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207961200.000000 Penalty: 165768.828125
Iteration 174Q: 49 clusters Score -2.079612e+08 nChanged 7402
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21201 members 
Mstep: Class 2 contains 9374 members 
Mstep: Class 3 contains 35236 members 
Mstep: Class 4 contains 44953 members 
Mstep: Class 5 contains 24604 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 31378 members 
Mstep: Class 8 contains 53885 members 
Mstep: Class 9 contains 57704 members 
Mstep: Class 10 contains 17458 members 
Mstep: Class 11 contains 30118 members 
Mstep: Class 12 contains 58747 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 20788 members 
Mstep: Class 15 contains 10359 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40137 members 
Mstep: Class 18 contains 6133 members 
Mstep: Class 19 contains 5428 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 28496 members 
Mstep: Class 22 contains 31206 members 
Mstep: Class 23 contains 31163 members 
Mstep: Class 24 contains 24491 members 
Mstep: Class 25 contains 6921 members 
Mstep: Class 26 contains 41977 members 
Mstep: Class 27 contains 55609 members 
Mstep: Class 28 contains 58329 members 
Mstep: Class 29 contains 4444 members 
Mstep: Class 30 contains 20875 members 
Mstep: Class 31 contains 58862 members 
Mstep: Class 32 contains 24580 members 
Mstep: Class 33 contains 43092 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1768 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 43049 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 31412 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22953 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32360 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 43217 members 
Mstep: Class 47 contains 36589 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960784.000000 Penalty: 165768.828125
Iteration 175Q: 49 clusters Score -2.079608e+08 nChanged 6990
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21130 members 
Mstep: Class 2 contains 9295 members 
Mstep: Class 3 contains 35268 members 
Mstep: Class 4 contains 44665 members 
Mstep: Class 5 contains 24663 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 31603 members 
Mstep: Class 8 contains 53753 members 
Mstep: Class 9 contains 57670 members 
Mstep: Class 10 contains 17434 members 
Mstep: Class 11 contains 30147 members 
Mstep: Class 12 contains 58748 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 20706 members 
Mstep: Class 15 contains 10336 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40135 members 
Mstep: Class 18 contains 6126 members 
Mstep: Class 19 contains 5430 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 28233 members 
Mstep: Class 22 contains 31233 members 
Mstep: Class 23 contains 31124 members 
Mstep: Class 24 contains 24408 members 
Mstep: Class 25 contains 6917 members 
Mstep: Class 26 contains 41928 members 
Mstep: Class 27 contains 55679 members 
Mstep: Class 28 contains 58261 members 
Mstep: Class 29 contains 4437 members 
Mstep: Class 30 contains 20925 members 
Mstep: Class 31 contains 58834 members 
Mstep: Class 32 contains 24617 members 
Mstep: Class 33 contains 42998 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1771 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 43269 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 31338 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22962 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32312 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 43868 members 
Mstep: Class 47 contains 36673 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960304.000000 Penalty: 165768.828125
Iteration 176Q: 49 clusters Score -2.079603e+08 nChanged 6636
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21073 members 
Mstep: Class 2 contains 9202 members 
Mstep: Class 3 contains 35286 members 
Mstep: Class 4 contains 44416 members 
Mstep: Class 5 contains 24726 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 31944 members 
Mstep: Class 8 contains 53616 members 
Mstep: Class 9 contains 57653 members 
Mstep: Class 10 contains 17428 members 
Mstep: Class 11 contains 30179 members 
Mstep: Class 12 contains 58754 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 20657 members 
Mstep: Class 15 contains 10324 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40109 members 
Mstep: Class 18 contains 6115 members 
Mstep: Class 19 contains 5440 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 28004 members 
Mstep: Class 22 contains 31272 members 
Mstep: Class 23 contains 31109 members 
Mstep: Class 24 contains 24307 members 
Mstep: Class 25 contains 6916 members 
Mstep: Class 26 contains 41865 members 
Mstep: Class 27 contains 55818 members 
Mstep: Class 28 contains 58159 members 
Mstep: Class 29 contains 4432 members 
Mstep: Class 30 contains 20917 members 
Mstep: Class 31 contains 58827 members 
Mstep: Class 32 contains 24699 members 
Mstep: Class 33 contains 42894 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1770 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 43461 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 31251 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22971 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32244 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 44346 members 
Mstep: Class 47 contains 36712 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207959984.000000 Penalty: 165768.828125
Iteration 177Q: 49 clusters Score -2.0796e+08 nChanged 6307
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 21023 members 
Mstep: Class 2 contains 9104 members 
Mstep: Class 3 contains 35284 members 
Mstep: Class 4 contains 44203 members 
Mstep: Class 5 contains 24792 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 32312 members 
Mstep: Class 8 contains 53533 members 
Mstep: Class 9 contains 57594 members 
Mstep: Class 10 contains 17417 members 
Mstep: Class 11 contains 30198 members 
Mstep: Class 12 contains 58767 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 20630 members 
Mstep: Class 15 contains 10304 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40069 members 
Mstep: Class 18 contains 6113 members 
Mstep: Class 19 contains 5450 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 27797 members 
Mstep: Class 22 contains 31320 members 
Mstep: Class 23 contains 31087 members 
Mstep: Class 24 contains 24205 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 41851 members 
Mstep: Class 27 contains 55946 members 
Mstep: Class 28 contains 58086 members 
Mstep: Class 29 contains 4427 members 
Mstep: Class 30 contains 20912 members 
Mstep: Class 31 contains 58794 members 
Mstep: Class 32 contains 24797 members 
Mstep: Class 33 contains 42782 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1770 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 43603 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 31170 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22980 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32171 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 44769 members 
Mstep: Class 47 contains 36723 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960480.000000 Penalty: 165768.828125
Iteration 178Q: 49 clusters Score -2.079605e+08 nChanged 5973
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20969 members 
Mstep: Class 2 contains 9022 members 
Mstep: Class 3 contains 35296 members 
Mstep: Class 4 contains 43972 members 
Mstep: Class 5 contains 24846 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 32695 members 
Mstep: Class 8 contains 53465 members 
Mstep: Class 9 contains 57508 members 
Mstep: Class 10 contains 17410 members 
Mstep: Class 11 contains 30228 members 
Mstep: Class 12 contains 58751 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 20606 members 
Mstep: Class 15 contains 10267 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 40019 members 
Mstep: Class 18 contains 6109 members 
Mstep: Class 19 contains 5461 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 27634 members 
Mstep: Class 22 contains 31402 members 
Mstep: Class 23 contains 31078 members 
Mstep: Class 24 contains 24128 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 41855 members 
Mstep: Class 27 contains 56033 members 
Mstep: Class 28 contains 58085 members 
Mstep: Class 29 contains 4420 members 
Mstep: Class 30 contains 20905 members 
Mstep: Class 31 contains 58726 members 
Mstep: Class 32 contains 24891 members 
Mstep: Class 33 contains 42677 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1771 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 43718 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 31115 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 22988 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32133 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45083 members 
Mstep: Class 47 contains 36720 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960592.000000 Penalty: 165768.828125
Iteration 179Q: 49 clusters Score -2.079606e+08 nChanged 5915
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 8961 members 
Mstep: Class 3 contains 35311 members 
Mstep: Class 4 contains 43775 members 
Mstep: Class 5 contains 24881 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 33158 members 
Mstep: Class 8 contains 53406 members 
Mstep: Class 9 contains 57493 members 
Mstep: Class 10 contains 17405 members 
Mstep: Class 11 contains 30255 members 
Mstep: Class 12 contains 58769 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 20592 members 
Mstep: Class 15 contains 10228 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 39948 members 
Mstep: Class 18 contains 6103 members 
Mstep: Class 19 contains 5467 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 27453 members 
Mstep: Class 22 contains 31493 members 
Mstep: Class 23 contains 31068 members 
Mstep: Class 24 contains 24043 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 41776 members 
Mstep: Class 27 contains 56118 members 
Mstep: Class 28 contains 58061 members 
Mstep: Class 29 contains 4412 members 
Mstep: Class 30 contains 20888 members 
Mstep: Class 31 contains 58630 members 
Mstep: Class 32 contains 24978 members 
Mstep: Class 33 contains 42594 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1771 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 43773 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 31038 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23008 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32081 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45358 members 
Mstep: Class 47 contains 36772 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207962352.000000 Penalty: 165768.828125
Iteration 180F: 49 clusters Score -2.079624e+08 nChanged 8372
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 8887 members 
Mstep: Class 3 contains 35235 members 
Mstep: Class 4 contains 43651 members 
Mstep: Class 5 contains 24924 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 33299 members 
Mstep: Class 8 contains 53295 members 
Mstep: Class 9 contains 57472 members 
Mstep: Class 10 contains 17401 members 
Mstep: Class 11 contains 30138 members 
Mstep: Class 12 contains 58765 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 19226 members 
Mstep: Class 15 contains 10208 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 39846 members 
Mstep: Class 18 contains 6099 members 
Mstep: Class 19 contains 5472 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 27105 members 
Mstep: Class 22 contains 31553 members 
Mstep: Class 23 contains 31082 members 
Mstep: Class 24 contains 23884 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 41671 members 
Mstep: Class 27 contains 56206 members 
Mstep: Class 28 contains 58010 members 
Mstep: Class 29 contains 4397 members 
Mstep: Class 30 contains 20844 members 
Mstep: Class 31 contains 58552 members 
Mstep: Class 32 contains 24765 members 
Mstep: Class 33 contains 42536 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1771 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44128 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 32518 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23027 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 32010 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45935 members 
Mstep: Class 47 contains 37199 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207960400.000000 Penalty: 165768.828125
Iteration 181Q: 49 clusters Score -2.079604e+08 nChanged 8536
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20830 members 
Mstep: Class 2 contains 8828 members 
Mstep: Class 3 contains 35185 members 
Mstep: Class 4 contains 43432 members 
Mstep: Class 5 contains 24995 members 
Mstep: Class 6 contains 1485 members 
Mstep: Class 7 contains 33501 members 
Mstep: Class 8 contains 53241 members 
Mstep: Class 9 contains 57505 members 
Mstep: Class 10 contains 17403 members 
Mstep: Class 11 contains 30149 members 
Mstep: Class 12 contains 58758 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 18322 members 
Mstep: Class 15 contains 10177 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 39728 members 
Mstep: Class 18 contains 6095 members 
Mstep: Class 19 contains 5480 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 26881 members 
Mstep: Class 22 contains 31637 members 
Mstep: Class 23 contains 31076 members 
Mstep: Class 24 contains 23775 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 41574 members 
Mstep: Class 27 contains 56302 members 
Mstep: Class 28 contains 57957 members 
Mstep: Class 29 contains 4381 members 
Mstep: Class 30 contains 20837 members 
Mstep: Class 31 contains 58474 members 
Mstep: Class 32 contains 24666 members 
Mstep: Class 33 contains 42504 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1770 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44363 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 33352 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23040 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31958 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46374 members 
Mstep: Class 47 contains 37437 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958768.000000 Penalty: 165768.828125
Iteration 182Q: 49 clusters Score -2.079588e+08 nChanged 7930
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20780 members 
Mstep: Class 2 contains 8774 members 
Mstep: Class 3 contains 35211 members 
Mstep: Class 4 contains 43262 members 
Mstep: Class 5 contains 25092 members 
Mstep: Class 6 contains 1485 members 
Mstep: Class 7 contains 33695 members 
Mstep: Class 8 contains 53224 members 
Mstep: Class 9 contains 57528 members 
Mstep: Class 10 contains 17396 members 
Mstep: Class 11 contains 30173 members 
Mstep: Class 12 contains 58806 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 17721 members 
Mstep: Class 15 contains 10132 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 39591 members 
Mstep: Class 18 contains 6086 members 
Mstep: Class 19 contains 5491 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 26669 members 
Mstep: Class 22 contains 31764 members 
Mstep: Class 23 contains 31061 members 
Mstep: Class 24 contains 23696 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 41433 members 
Mstep: Class 27 contains 56377 members 
Mstep: Class 28 contains 57907 members 
Mstep: Class 29 contains 4371 members 
Mstep: Class 30 contains 20873 members 
Mstep: Class 31 contains 58370 members 
Mstep: Class 32 contains 24664 members 
Mstep: Class 33 contains 42481 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44629 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 33787 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23056 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31937 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46675 members 
Mstep: Class 47 contains 37508 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957440.000000 Penalty: 165768.828125
Iteration 183Q: 49 clusters Score -2.079574e+08 nChanged 7353
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20730 members 
Mstep: Class 2 contains 8698 members 
Mstep: Class 3 contains 35273 members 
Mstep: Class 4 contains 43092 members 
Mstep: Class 5 contains 25158 members 
Mstep: Class 6 contains 1485 members 
Mstep: Class 7 contains 33986 members 
Mstep: Class 8 contains 53201 members 
Mstep: Class 9 contains 57606 members 
Mstep: Class 10 contains 17392 members 
Mstep: Class 11 contains 30241 members 
Mstep: Class 12 contains 58869 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 17356 members 
Mstep: Class 15 contains 10101 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 39482 members 
Mstep: Class 18 contains 6078 members 
Mstep: Class 19 contains 5503 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 26497 members 
Mstep: Class 22 contains 31861 members 
Mstep: Class 23 contains 31049 members 
Mstep: Class 24 contains 23657 members 
Mstep: Class 25 contains 6908 members 
Mstep: Class 26 contains 41345 members 
Mstep: Class 27 contains 56449 members 
Mstep: Class 28 contains 57858 members 
Mstep: Class 29 contains 4360 members 
Mstep: Class 30 contains 20952 members 
Mstep: Class 31 contains 58270 members 
Mstep: Class 32 contains 24677 members 
Mstep: Class 33 contains 42412 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1769 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44802 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 33986 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23067 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31894 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46870 members 
Mstep: Class 47 contains 37450 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956864.000000 Penalty: 165768.828125
Iteration 184Q: 49 clusters Score -2.079569e+08 nChanged 6844
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20677 members 
Mstep: Class 2 contains 8623 members 
Mstep: Class 3 contains 35305 members 
Mstep: Class 4 contains 42918 members 
Mstep: Class 5 contains 25240 members 
Mstep: Class 6 contains 1485 members 
Mstep: Class 7 contains 34302 members 
Mstep: Class 8 contains 53185 members 
Mstep: Class 9 contains 57715 members 
Mstep: Class 10 contains 17391 members 
Mstep: Class 11 contains 30350 members 
Mstep: Class 12 contains 58930 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 17147 members 
Mstep: Class 15 contains 10079 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 39363 members 
Mstep: Class 18 contains 6069 members 
Mstep: Class 19 contains 5513 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 26363 members 
Mstep: Class 22 contains 31952 members 
Mstep: Class 23 contains 31016 members 
Mstep: Class 24 contains 23611 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 41253 members 
Mstep: Class 27 contains 56519 members 
Mstep: Class 28 contains 57766 members 
Mstep: Class 29 contains 4351 members 
Mstep: Class 30 contains 21030 members 
Mstep: Class 31 contains 58189 members 
Mstep: Class 32 contains 24733 members 
Mstep: Class 33 contains 42393 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1770 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44946 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 34074 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23079 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31816 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47007 members 
Mstep: Class 47 contains 37317 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956368.000000 Penalty: 165768.828125
Iteration 185Q: 49 clusters Score -2.079564e+08 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20615 members 
Mstep: Class 2 contains 8552 members 
Mstep: Class 3 contains 35373 members 
Mstep: Class 4 contains 42842 members 
Mstep: Class 5 contains 25301 members 
Mstep: Class 6 contains 1485 members 
Mstep: Class 7 contains 34583 members 
Mstep: Class 8 contains 53069 members 
Mstep: Class 9 contains 57806 members 
Mstep: Class 10 contains 17387 members 
Mstep: Class 11 contains 30425 members 
Mstep: Class 12 contains 58954 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 17013 members 
Mstep: Class 15 contains 10055 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 39288 members 
Mstep: Class 18 contains 6073 members 
Mstep: Class 19 contains 5522 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 26250 members 
Mstep: Class 22 contains 32074 members 
Mstep: Class 23 contains 30961 members 
Mstep: Class 24 contains 23571 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 41169 members 
Mstep: Class 27 contains 56612 members 
Mstep: Class 28 contains 57734 members 
Mstep: Class 29 contains 4344 members 
Mstep: Class 30 contains 21144 members 
Mstep: Class 31 contains 58110 members 
Mstep: Class 32 contains 24830 members 
Mstep: Class 33 contains 42343 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1771 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45040 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 34094 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23088 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31754 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47130 members 
Mstep: Class 47 contains 37115 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956368.000000 Penalty: 165768.828125
Iteration 186Q: 49 clusters Score -2.079564e+08 nChanged 6439
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 8492 members 
Mstep: Class 3 contains 35437 members 
Mstep: Class 4 contains 42789 members 
Mstep: Class 5 contains 25377 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 34981 members 
Mstep: Class 8 contains 53038 members 
Mstep: Class 9 contains 57843 members 
Mstep: Class 10 contains 17393 members 
Mstep: Class 11 contains 30520 members 
Mstep: Class 12 contains 58983 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 16955 members 
Mstep: Class 15 contains 10041 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 39158 members 
Mstep: Class 18 contains 6068 members 
Mstep: Class 19 contains 5532 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 26147 members 
Mstep: Class 22 contains 32183 members 
Mstep: Class 23 contains 30892 members 
Mstep: Class 24 contains 23523 members 
Mstep: Class 25 contains 6908 members 
Mstep: Class 26 contains 41011 members 
Mstep: Class 27 contains 56700 members 
Mstep: Class 28 contains 57674 members 
Mstep: Class 29 contains 4334 members 
Mstep: Class 30 contains 21242 members 
Mstep: Class 31 contains 58037 members 
Mstep: Class 32 contains 24897 members 
Mstep: Class 33 contains 42313 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1772 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45115 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 34036 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23100 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31698 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47213 members 
Mstep: Class 47 contains 36942 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956032.000000 Penalty: 165768.828125
Iteration 187Q: 49 clusters Score -2.07956e+08 nChanged 6172
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20517 members 
Mstep: Class 2 contains 8447 members 
Mstep: Class 3 contains 35473 members 
Mstep: Class 4 contains 42732 members 
Mstep: Class 5 contains 25465 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 35321 members 
Mstep: Class 8 contains 52975 members 
Mstep: Class 9 contains 57864 members 
Mstep: Class 10 contains 17407 members 
Mstep: Class 11 contains 30606 members 
Mstep: Class 12 contains 59019 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 16953 members 
Mstep: Class 15 contains 10023 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 39031 members 
Mstep: Class 18 contains 6061 members 
Mstep: Class 19 contains 5544 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 26065 members 
Mstep: Class 22 contains 32291 members 
Mstep: Class 23 contains 30804 members 
Mstep: Class 24 contains 23484 members 
Mstep: Class 25 contains 6908 members 
Mstep: Class 26 contains 40860 members 
Mstep: Class 27 contains 56763 members 
Mstep: Class 28 contains 57634 members 
Mstep: Class 29 contains 4323 members 
Mstep: Class 30 contains 21333 members 
Mstep: Class 31 contains 57983 members 
Mstep: Class 32 contains 24947 members 
Mstep: Class 33 contains 42352 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1771 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45195 members 
Mstep: Class 38 contains 1081 members 
Mstep: Class 39 contains 33944 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23109 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31622 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47286 members 
Mstep: Class 47 contains 36788 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956144.000000 Penalty: 165768.828125
Iteration 188Q: 49 clusters Score -2.079561e+08 nChanged 6124
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 8394 members 
Mstep: Class 3 contains 35486 members 
Mstep: Class 4 contains 42655 members 
Mstep: Class 5 contains 25494 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 35670 members 
Mstep: Class 8 contains 52935 members 
Mstep: Class 9 contains 57848 members 
Mstep: Class 10 contains 17424 members 
Mstep: Class 11 contains 30663 members 
Mstep: Class 12 contains 59063 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 17005 members 
Mstep: Class 15 contains 10008 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38900 members 
Mstep: Class 18 contains 6062 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 26002 members 
Mstep: Class 22 contains 32389 members 
Mstep: Class 23 contains 30696 members 
Mstep: Class 24 contains 23475 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 40723 members 
Mstep: Class 27 contains 56851 members 
Mstep: Class 28 contains 57599 members 
Mstep: Class 29 contains 4315 members 
Mstep: Class 30 contains 21426 members 
Mstep: Class 31 contains 57980 members 
Mstep: Class 32 contains 25002 members 
Mstep: Class 33 contains 42404 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1772 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45251 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 33866 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23113 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31524 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47335 members 
Mstep: Class 47 contains 36626 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956240.000000 Penalty: 165768.828125
Iteration 189Q: 49 clusters Score -2.079562e+08 nChanged 6046
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20444 members 
Mstep: Class 2 contains 8358 members 
Mstep: Class 3 contains 35506 members 
Mstep: Class 4 contains 42585 members 
Mstep: Class 5 contains 25542 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 35962 members 
Mstep: Class 8 contains 52863 members 
Mstep: Class 9 contains 57909 members 
Mstep: Class 10 contains 17428 members 
Mstep: Class 11 contains 30724 members 
Mstep: Class 12 contains 59056 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 17093 members 
Mstep: Class 15 contains 9986 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38803 members 
Mstep: Class 18 contains 6065 members 
Mstep: Class 19 contains 5576 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25968 members 
Mstep: Class 22 contains 32469 members 
Mstep: Class 23 contains 30634 members 
Mstep: Class 24 contains 23440 members 
Mstep: Class 25 contains 6906 members 
Mstep: Class 26 contains 40623 members 
Mstep: Class 27 contains 56962 members 
Mstep: Class 28 contains 57489 members 
Mstep: Class 29 contains 4311 members 
Mstep: Class 30 contains 21525 members 
Mstep: Class 31 contains 57917 members 
Mstep: Class 32 contains 25029 members 
Mstep: Class 33 contains 42462 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45298 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 33753 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23120 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31397 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47415 members 
Mstep: Class 47 contains 36509 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956896.000000 Penalty: 165768.828125
Iteration 190Q: 49 clusters Score -2.079569e+08 nChanged 5974
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20390 members 
Mstep: Class 2 contains 8304 members 
Mstep: Class 3 contains 35529 members 
Mstep: Class 4 contains 42530 members 
Mstep: Class 5 contains 25567 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 36277 members 
Mstep: Class 8 contains 52803 members 
Mstep: Class 9 contains 57950 members 
Mstep: Class 10 contains 17451 members 
Mstep: Class 11 contains 30744 members 
Mstep: Class 12 contains 59073 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 17235 members 
Mstep: Class 15 contains 9962 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38687 members 
Mstep: Class 18 contains 6059 members 
Mstep: Class 19 contains 5592 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25953 members 
Mstep: Class 22 contains 32578 members 
Mstep: Class 23 contains 30605 members 
Mstep: Class 24 contains 23424 members 
Mstep: Class 25 contains 6903 members 
Mstep: Class 26 contains 40531 members 
Mstep: Class 27 contains 57083 members 
Mstep: Class 28 contains 57409 members 
Mstep: Class 29 contains 4308 members 
Mstep: Class 30 contains 21593 members 
Mstep: Class 31 contains 57847 members 
Mstep: Class 32 contains 25053 members 
Mstep: Class 33 contains 42528 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45300 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 33641 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23126 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31274 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47408 members 
Mstep: Class 47 contains 36411 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956592.000000 Penalty: 165768.828125
Iteration 191Q: 49 clusters Score -2.079566e+08 nChanged 5770
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20349 members 
Mstep: Class 2 contains 8255 members 
Mstep: Class 3 contains 35532 members 
Mstep: Class 4 contains 42499 members 
Mstep: Class 5 contains 25606 members 
Mstep: Class 6 contains 1484 members 
Mstep: Class 7 contains 36591 members 
Mstep: Class 8 contains 52709 members 
Mstep: Class 9 contains 57938 members 
Mstep: Class 10 contains 17471 members 
Mstep: Class 11 contains 30748 members 
Mstep: Class 12 contains 59104 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 17404 members 
Mstep: Class 15 contains 9940 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38574 members 
Mstep: Class 18 contains 6055 members 
Mstep: Class 19 contains 5601 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25919 members 
Mstep: Class 22 contains 32689 members 
Mstep: Class 23 contains 30576 members 
Mstep: Class 24 contains 23395 members 
Mstep: Class 25 contains 6903 members 
Mstep: Class 26 contains 40510 members 
Mstep: Class 27 contains 57184 members 
Mstep: Class 28 contains 57382 members 
Mstep: Class 29 contains 4306 members 
Mstep: Class 30 contains 21643 members 
Mstep: Class 31 contains 57820 members 
Mstep: Class 32 contains 25112 members 
Mstep: Class 33 contains 42556 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1772 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45297 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 33517 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23131 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31160 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47356 members 
Mstep: Class 47 contains 36297 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207956976.000000 Penalty: 165768.828125
Iteration 192Q: 49 clusters Score -2.07957e+08 nChanged 5509
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 8218 members 
Mstep: Class 3 contains 35537 members 
Mstep: Class 4 contains 42496 members 
Mstep: Class 5 contains 25631 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 36864 members 
Mstep: Class 8 contains 52642 members 
Mstep: Class 9 contains 57916 members 
Mstep: Class 10 contains 17494 members 
Mstep: Class 11 contains 30742 members 
Mstep: Class 12 contains 59104 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 17577 members 
Mstep: Class 15 contains 9920 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38481 members 
Mstep: Class 18 contains 6048 members 
Mstep: Class 19 contains 5616 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25923 members 
Mstep: Class 22 contains 32807 members 
Mstep: Class 23 contains 30520 members 
Mstep: Class 24 contains 23370 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 40497 members 
Mstep: Class 27 contains 57269 members 
Mstep: Class 28 contains 57363 members 
Mstep: Class 29 contains 4300 members 
Mstep: Class 30 contains 21682 members 
Mstep: Class 31 contains 57766 members 
Mstep: Class 32 contains 25161 members 
Mstep: Class 33 contains 42618 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1772 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45266 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 33397 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23130 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 31039 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47317 members 
Mstep: Class 47 contains 36193 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957600.000000 Penalty: 165768.828125
Iteration 193Q: 49 clusters Score -2.079576e+08 nChanged 5329
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 8171 members 
Mstep: Class 3 contains 35560 members 
Mstep: Class 4 contains 42478 members 
Mstep: Class 5 contains 25646 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 37131 members 
Mstep: Class 8 contains 52581 members 
Mstep: Class 9 contains 57870 members 
Mstep: Class 10 contains 17512 members 
Mstep: Class 11 contains 30781 members 
Mstep: Class 12 contains 59120 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 17768 members 
Mstep: Class 15 contains 9907 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38406 members 
Mstep: Class 18 contains 6045 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25922 members 
Mstep: Class 22 contains 32891 members 
Mstep: Class 23 contains 30474 members 
Mstep: Class 24 contains 23358 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 40463 members 
Mstep: Class 27 contains 57325 members 
Mstep: Class 28 contains 57363 members 
Mstep: Class 29 contains 4298 members 
Mstep: Class 30 contains 21717 members 
Mstep: Class 31 contains 57699 members 
Mstep: Class 32 contains 25183 members 
Mstep: Class 33 contains 42674 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45275 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 33272 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23138 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30919 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47300 members 
Mstep: Class 47 contains 36073 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207957856.000000 Penalty: 165768.828125
Iteration 194Q: 49 clusters Score -2.079579e+08 nChanged 5338
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 8119 members 
Mstep: Class 3 contains 35557 members 
Mstep: Class 4 contains 42450 members 
Mstep: Class 5 contains 25680 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 37401 members 
Mstep: Class 8 contains 52553 members 
Mstep: Class 9 contains 57894 members 
Mstep: Class 10 contains 17533 members 
Mstep: Class 11 contains 30799 members 
Mstep: Class 12 contains 59167 members 
Mstep: Class 13 contains 511 members 
Mstep: Class 14 contains 17990 members 
Mstep: Class 15 contains 9895 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38327 members 
Mstep: Class 18 contains 6040 members 
Mstep: Class 19 contains 5632 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25931 members 
Mstep: Class 22 contains 33002 members 
Mstep: Class 23 contains 30396 members 
Mstep: Class 24 contains 23333 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 40466 members 
Mstep: Class 27 contains 57351 members 
Mstep: Class 28 contains 57304 members 
Mstep: Class 29 contains 4293 members 
Mstep: Class 30 contains 21743 members 
Mstep: Class 31 contains 57633 members 
Mstep: Class 32 contains 25195 members 
Mstep: Class 33 contains 42712 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45266 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 33132 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23162 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30788 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47280 members 
Mstep: Class 47 contains 35963 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958336.000000 Penalty: 165768.828125
Iteration 195Q: 49 clusters Score -2.079583e+08 nChanged 5231
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20202 members 
Mstep: Class 2 contains 8075 members 
Mstep: Class 3 contains 35580 members 
Mstep: Class 4 contains 42437 members 
Mstep: Class 5 contains 25662 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 37559 members 
Mstep: Class 8 contains 52490 members 
Mstep: Class 9 contains 57885 members 
Mstep: Class 10 contains 17542 members 
Mstep: Class 11 contains 30812 members 
Mstep: Class 12 contains 59213 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18225 members 
Mstep: Class 15 contains 9888 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38255 members 
Mstep: Class 18 contains 6031 members 
Mstep: Class 19 contains 5638 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25921 members 
Mstep: Class 22 contains 33136 members 
Mstep: Class 23 contains 30334 members 
Mstep: Class 24 contains 23314 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 40501 members 
Mstep: Class 27 contains 57415 members 
Mstep: Class 28 contains 57249 members 
Mstep: Class 29 contains 4290 members 
Mstep: Class 30 contains 21766 members 
Mstep: Class 31 contains 57593 members 
Mstep: Class 32 contains 25187 members 
Mstep: Class 33 contains 42784 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1773 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45273 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 32997 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23181 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30675 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47255 members 
Mstep: Class 47 contains 35859 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958400.000000 Penalty: 165768.828125
Iteration 196Q: 49 clusters Score -2.079584e+08 nChanged 5013
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 8033 members 
Mstep: Class 3 contains 35607 members 
Mstep: Class 4 contains 42443 members 
Mstep: Class 5 contains 25678 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 37724 members 
Mstep: Class 8 contains 52450 members 
Mstep: Class 9 contains 57877 members 
Mstep: Class 10 contains 17553 members 
Mstep: Class 11 contains 30827 members 
Mstep: Class 12 contains 59252 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18452 members 
Mstep: Class 15 contains 9868 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38162 members 
Mstep: Class 18 contains 6019 members 
Mstep: Class 19 contains 5648 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25902 members 
Mstep: Class 22 contains 33232 members 
Mstep: Class 23 contains 30263 members 
Mstep: Class 24 contains 23296 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 40540 members 
Mstep: Class 27 contains 57469 members 
Mstep: Class 28 contains 57202 members 
Mstep: Class 29 contains 4286 members 
Mstep: Class 30 contains 21779 members 
Mstep: Class 31 contains 57544 members 
Mstep: Class 32 contains 25198 members 
Mstep: Class 33 contains 42805 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45261 members 
Mstep: Class 38 contains 1080 members 
Mstep: Class 39 contains 32857 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23197 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30606 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47238 members 
Mstep: Class 47 contains 35768 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958560.000000 Penalty: 165768.828125
Iteration 197Q: 49 clusters Score -2.079586e+08 nChanged 4996
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20152 members 
Mstep: Class 2 contains 7975 members 
Mstep: Class 3 contains 35613 members 
Mstep: Class 4 contains 42436 members 
Mstep: Class 5 contains 25679 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 37876 members 
Mstep: Class 8 contains 52395 members 
Mstep: Class 9 contains 57893 members 
Mstep: Class 10 contains 17574 members 
Mstep: Class 11 contains 30887 members 
Mstep: Class 12 contains 59280 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18709 members 
Mstep: Class 15 contains 9851 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38095 members 
Mstep: Class 18 contains 6011 members 
Mstep: Class 19 contains 5652 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25913 members 
Mstep: Class 22 contains 33391 members 
Mstep: Class 23 contains 30183 members 
Mstep: Class 24 contains 23251 members 
Mstep: Class 25 contains 6903 members 
Mstep: Class 26 contains 40551 members 
Mstep: Class 27 contains 57540 members 
Mstep: Class 28 contains 57104 members 
Mstep: Class 29 contains 4281 members 
Mstep: Class 30 contains 21784 members 
Mstep: Class 31 contains 57510 members 
Mstep: Class 32 contains 25170 members 
Mstep: Class 33 contains 42866 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1777 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45237 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 32656 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23208 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30530 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47248 members 
Mstep: Class 47 contains 35717 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207958656.000000 Penalty: 165768.828125
Iteration 198Q: 49 clusters Score -2.079587e+08 nChanged 4899
Entering ConstructFrom: 
Score: -207958656.000000 Penalty: 165768.828125
Entering ConstructFrom: 
Trying to split cluster 1 (20128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20128 members 
Entering Unmasked Estep 
Score: -3775578.500000 Penalty: 2457.646973
	Iteration 0F: 2 clusters Score -3775578 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10048 members 
Mstep: Class 2 contains 10080 members 
Entering Unmasked Estep 
Score: -3761437.000000 Penalty: 4915.293945
	Iteration 0F: 3 clusters Score -3761437 nChanged 8967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -3766223.000000 Penalty: 4915.293945
	Iteration 1F: 3 clusters Score -3766223 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9997 members 
Mstep: Class 2 contains 10131 members 
Entering Unmasked Estep 
Score: -3766741.000000 Penalty: 4915.293945
	Iteration 2F: 3 clusters Score -3766741 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10067 members 
Mstep: Class 2 contains 10061 members 
Entering Unmasked Estep 
Score: -3767136.500000 Penalty: 4915.293945
	Iteration 3F: 3 clusters Score -3767136 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10203 members 
Mstep: Class 2 contains 9925 members 
Entering Unmasked Estep 
Score: -3767502.500000 Penalty: 4915.293945
	Iteration 4Q: 3 clusters Score -3767502 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10401 members 
Mstep: Class 2 contains 9727 members 
Entering Unmasked Estep 
Score: -3767801.750000 Penalty: 4915.293945
	Iteration 5Q: 3 clusters Score -3767802 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10676 members 
Mstep: Class 2 contains 9452 members 
Entering Unmasked Estep 
Score: -3768086.000000 Penalty: 4915.293945
	Iteration 6Q: 3 clusters Score -3768086 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11046 members 
Mstep: Class 2 contains 9082 members 
Entering Unmasked Estep 
Score: -3768360.000000 Penalty: 4915.293945
	Iteration 7Q: 3 clusters Score -3768360 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 8691 members 
Entering Unmasked Estep 
Score: -3768691.250000 Penalty: 4915.293945
	Iteration 8Q: 3 clusters Score -3768691 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11955 members 
Mstep: Class 2 contains 8173 members 
Entering Unmasked Estep 
Score: -3768997.750000 Penalty: 4915.293945
	Iteration 9Q: 3 clusters Score -3768998 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12509 members 
Mstep: Class 2 contains 7619 members 
Entering Unmasked Estep 
Score: -3769326.000000 Penalty: 4915.293945
	Iteration 10Q: 3 clusters Score -3769326 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 7025 members 
Entering Unmasked Estep 
Score: -3769715.750000 Penalty: 4915.293945
	Iteration 11Q: 3 clusters Score -3769716 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13783 members 
Mstep: Class 2 contains 6345 members 
Entering Unmasked Estep 
Score: -3770216.750000 Penalty: 4915.293945
	Iteration 12Q: 3 clusters Score -3770217 nChanged 817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 5630 members 
Entering Unmasked Estep 
Score: -3770836.000000 Penalty: 4915.293945
	Iteration 13Q: 3 clusters Score -3770836 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 4933 members 
Entering Unmasked Estep 
Score: -3771518.500000 Penalty: 4915.293945
	Iteration 14Q: 3 clusters Score -3771518 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15764 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -3772066.750000 Penalty: 4915.293945
	Iteration 15Q: 3 clusters Score -3772067 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16219 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -3772458.500000 Penalty: 4915.293945
	Iteration 16Q: 3 clusters Score -3772458 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 3523 members 
Entering Unmasked Estep 
Score: -3772740.750000 Penalty: 4915.293945
	Iteration 17Q: 3 clusters Score -3772741 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16907 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -3772930.000000 Penalty: 4915.293945
	Iteration 18Q: 3 clusters Score -3772930 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17175 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -3773099.500000 Penalty: 4915.293945
	Iteration 19Q: 3 clusters Score -3773100 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17415 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -3773227.250000 Penalty: 4915.293945
	Iteration 20F: 3 clusters Score -3773227 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17602 members 
Mstep: Class 2 contains 2526 members 
Entering Unmasked Estep 
Score: -3773330.250000 Penalty: 4915.293945
	Iteration 21Q: 3 clusters Score -3773330 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17784 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -3773419.000000 Penalty: 4915.293945
	Iteration 22Q: 3 clusters Score -3773419 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -3773482.250000 Penalty: 4915.293945
	Iteration 23Q: 3 clusters Score -3773482 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18028 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -3773521.250000 Penalty: 4915.293945
	Iteration 24Q: 3 clusters Score -3773521 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 2023 members 
Entering Unmasked Estep 
Score: -3773542.750000 Penalty: 4915.293945
	Iteration 25Q: 3 clusters Score -3773543 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 1952 members 
Entering Unmasked Estep 
Score: -3773575.750000 Penalty: 4915.293945
	Iteration 26Q: 3 clusters Score -3773576 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -3773596.750000 Penalty: 4915.293945
	Iteration 27Q: 3 clusters Score -3773597 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18302 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -3773619.500000 Penalty: 4915.293945
	Iteration 28Q: 3 clusters Score -3773620 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18351 members 
Mstep: Class 2 contains 1777 members 
Entering Unmasked Estep 
Score: -3773633.750000 Penalty: 4915.293945
	Iteration 29Q: 3 clusters Score -3773634 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18385 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -3773648.500000 Penalty: 4915.293945
	Iteration 30Q: 3 clusters Score -3773648 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18420 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -3773661.750000 Penalty: 4915.293945
	Iteration 31Q: 3 clusters Score -3773662 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18447 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -3773664.250000 Penalty: 4915.293945
	Iteration 32Q: 3 clusters Score -3773664 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18466 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -3773672.250000 Penalty: 4915.293945
	Iteration 33Q: 3 clusters Score -3773672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18477 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -3773672.750000 Penalty: 4915.293945
	Iteration 34Q: 3 clusters Score -3773673 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18492 members 
Mstep: Class 2 contains 1636 members 
Entering Unmasked Estep 
Score: -3773680.750000 Penalty: 4915.293945
	Iteration 35Q: 3 clusters Score -3773681 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -3773682.000000 Penalty: 4915.293945
	Iteration 36Q: 3 clusters Score -3773682 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -3773694.000000 Penalty: 4915.293945
	Iteration 37Q: 3 clusters Score -3773694 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18545 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -3773698.500000 Penalty: 4915.293945
	Iteration 38Q: 3 clusters Score -3773698 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18556 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -3773705.750000 Penalty: 4915.293945
	Iteration 39Q: 3 clusters Score -3773706 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18567 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -3773705.750000 Penalty: 4915.293945
	Iteration 40F: 3 clusters Score -3773706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18579 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -3773713.750000 Penalty: 4915.293945
	Iteration 41Q: 3 clusters Score -3773714 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18590 members 
Mstep: Class 2 contains 1538 members 
Entering Unmasked Estep 
Score: -3773716.000000 Penalty: 4915.293945
	Iteration 42Q: 3 clusters Score -3773716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 1533 members 
Entering Unmasked Estep 
Score: -3773709.500000 Penalty: 4915.293945
	Iteration 43Q: 3 clusters Score -3773710 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18596 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -3773711.500000 Penalty: 4915.293945
	Iteration 44Q: 3 clusters Score -3773712 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3773713.250000 Penalty: 4915.293945
	Iteration 45Q: 3 clusters Score -3773713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18597 members 
Mstep: Class 2 contains 1531 members 
Entering Unmasked Estep 
Score: -3773713.250000 Penalty: 4915.293945
	Iteration 46F: 3 clusters Score -3773713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (7943 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7943 members 
Entering Unmasked Estep 
Score: -1505200.000000 Penalty: 2227.051514
	Iteration 0F: 2 clusters Score -1505200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1498835.625000 Penalty: 4454.103027
	Iteration 0F: 3 clusters Score -1498836 nChanged 3139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3960 members 
Mstep: Class 2 contains 3983 members 
Entering Unmasked Estep 
Score: -1500564.250000 Penalty: 4454.103027
	Iteration 1F: 3 clusters Score -1500564 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3939 members 
Mstep: Class 2 contains 4004 members 
Entering Unmasked Estep 
Score: -1500821.625000 Penalty: 4454.103027
	Iteration 2F: 3 clusters Score -1500822 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 4020 members 
Entering Unmasked Estep 
Score: -1500979.750000 Penalty: 4454.103027
	Iteration 3Q: 3 clusters Score -1500980 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1501082.125000 Penalty: 4454.103027
	Iteration 4Q: 3 clusters Score -1501082 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 4100 members 
Entering Unmasked Estep 
Score: -1501158.625000 Penalty: 4454.103027
	Iteration 5Q: 3 clusters Score -1501159 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3790 members 
Mstep: Class 2 contains 4153 members 
Entering Unmasked Estep 
Score: -1501233.500000 Penalty: 4454.103027
	Iteration 6Q: 3 clusters Score -1501234 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 4214 members 
Entering Unmasked Estep 
Score: -1501288.000000 Penalty: 4454.103027
	Iteration 7Q: 3 clusters Score -1501288 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3647 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -1501339.125000 Penalty: 4454.103027
	Iteration 8Q: 3 clusters Score -1501339 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3595 members 
Mstep: Class 2 contains 4348 members 
Entering Unmasked Estep 
Score: -1501375.750000 Penalty: 4454.103027
	Iteration 9Q: 3 clusters Score -1501376 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -1501411.875000 Penalty: 4454.103027
	Iteration 10Q: 3 clusters Score -1501412 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1501452.250000 Penalty: 4454.103027
	Iteration 11Q: 3 clusters Score -1501452 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3463 members 
Mstep: Class 2 contains 4480 members 
Entering Unmasked Estep 
Score: -1501491.250000 Penalty: 4454.103027
	Iteration 12Q: 3 clusters Score -1501491 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3400 members 
Mstep: Class 2 contains 4543 members 
Entering Unmasked Estep 
Score: -1501535.250000 Penalty: 4454.103027
	Iteration 13Q: 3 clusters Score -1501535 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3348 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -1501572.125000 Penalty: 4454.103027
	Iteration 14Q: 3 clusters Score -1501572 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -1501610.000000 Penalty: 4454.103027
	Iteration 15Q: 3 clusters Score -1501610 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3245 members 
Mstep: Class 2 contains 4698 members 
Entering Unmasked Estep 
Score: -1501640.375000 Penalty: 4454.103027
	Iteration 16Q: 3 clusters Score -1501640 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 4761 members 
Entering Unmasked Estep 
Score: -1501680.625000 Penalty: 4454.103027
	Iteration 17Q: 3 clusters Score -1501681 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3117 members 
Mstep: Class 2 contains 4826 members 
Entering Unmasked Estep 
Score: -1501712.875000 Penalty: 4454.103027
	Iteration 18Q: 3 clusters Score -1501713 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 4899 members 
Entering Unmasked Estep 
Score: -1501752.250000 Penalty: 4454.103027
	Iteration 19Q: 3 clusters Score -1501752 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 4990 members 
Entering Unmasked Estep 
Score: -1501792.250000 Penalty: 4454.103027
	Iteration 20F: 3 clusters Score -1501792 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 5085 members 
Entering Unmasked Estep 
Score: -1501837.000000 Penalty: 4454.103027
	Iteration 21Q: 3 clusters Score -1501837 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 5186 members 
Entering Unmasked Estep 
Score: -1501884.125000 Penalty: 4454.103027
	Iteration 22Q: 3 clusters Score -1501884 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2656 members 
Mstep: Class 2 contains 5287 members 
Entering Unmasked Estep 
Score: -1501933.000000 Penalty: 4454.103027
	Iteration 23Q: 3 clusters Score -1501933 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 5401 members 
Entering Unmasked Estep 
Score: -1501999.750000 Penalty: 4454.103027
	Iteration 24Q: 3 clusters Score -1502000 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 5524 members 
Entering Unmasked Estep 
Score: -1502068.625000 Penalty: 4454.103027
	Iteration 25Q: 3 clusters Score -1502069 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 5659 members 
Entering Unmasked Estep 
Score: -1502152.125000 Penalty: 4454.103027
	Iteration 26Q: 3 clusters Score -1502152 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 5805 members 
Entering Unmasked Estep 
Score: -1502250.750000 Penalty: 4454.103027
	Iteration 27Q: 3 clusters Score -1502251 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 5947 members 
Entering Unmasked Estep 
Score: -1502335.875000 Penalty: 4454.103027
	Iteration 28Q: 3 clusters Score -1502336 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 6094 members 
Entering Unmasked Estep 
Score: -1502423.000000 Penalty: 4454.103027
	Iteration 29Q: 3 clusters Score -1502423 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 6217 members 
Entering Unmasked Estep 
Score: -1502504.375000 Penalty: 4454.103027
	Iteration 30Q: 3 clusters Score -1502504 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 6322 members 
Entering Unmasked Estep 
Score: -1502581.000000 Penalty: 4454.103027
	Iteration 31Q: 3 clusters Score -1502581 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 6414 members 
Entering Unmasked Estep 
Score: -1502645.750000 Penalty: 4454.103027
	Iteration 32Q: 3 clusters Score -1502646 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 6505 members 
Entering Unmasked Estep 
Score: -1502704.125000 Penalty: 4454.103027
	Iteration 33Q: 3 clusters Score -1502704 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1342 members 
Mstep: Class 2 contains 6601 members 
Entering Unmasked Estep 
Score: -1502753.750000 Penalty: 4454.103027
	Iteration 34Q: 3 clusters Score -1502754 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1273 members 
Mstep: Class 2 contains 6670 members 
Entering Unmasked Estep 
Score: -1502804.125000 Penalty: 4454.103027
	Iteration 35Q: 3 clusters Score -1502804 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 6734 members 
Entering Unmasked Estep 
Score: -1502837.625000 Penalty: 4454.103027
	Iteration 36Q: 3 clusters Score -1502838 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 6796 members 
Entering Unmasked Estep 
Score: -1502875.500000 Penalty: 4454.103027
	Iteration 37Q: 3 clusters Score -1502876 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 6855 members 
Entering Unmasked Estep 
Score: -1502913.625000 Penalty: 4454.103027
	Iteration 38Q: 3 clusters Score -1502914 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1030 members 
Mstep: Class 2 contains 6913 members 
Entering Unmasked Estep 
Score: -1502950.125000 Penalty: 4454.103027
	Iteration 39Q: 3 clusters Score -1502950 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 6961 members 
Entering Unmasked Estep 
Score: -1502969.625000 Penalty: 4454.103027
	Iteration 40F: 3 clusters Score -1502970 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6996 members 
Entering Unmasked Estep 
Score: -1502986.000000 Penalty: 4454.103027
	Iteration 41Q: 3 clusters Score -1502986 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 7023 members 
Entering Unmasked Estep 
Score: -1502996.625000 Penalty: 4454.103027
	Iteration 42Q: 3 clusters Score -1502997 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 7046 members 
Entering Unmasked Estep 
Score: -1503009.625000 Penalty: 4454.103027
	Iteration 43Q: 3 clusters Score -1503010 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1503025.125000 Penalty: 4454.103027
	Iteration 44Q: 3 clusters Score -1503025 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 7084 members 
Entering Unmasked Estep 
Score: -1503035.000000 Penalty: 4454.103027
	Iteration 45Q: 3 clusters Score -1503035 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 7110 members 
Entering Unmasked Estep 
Score: -1503048.125000 Penalty: 4454.103027
	Iteration 46Q: 3 clusters Score -1503048 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -1503060.625000 Penalty: 4454.103027
	Iteration 47Q: 3 clusters Score -1503061 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 7154 members 
Entering Unmasked Estep 
Score: -1503072.375000 Penalty: 4454.103027
	Iteration 48Q: 3 clusters Score -1503072 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 7170 members 
Entering Unmasked Estep 
Score: -1503080.625000 Penalty: 4454.103027
	Iteration 49Q: 3 clusters Score -1503081 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 7177 members 
Entering Unmasked Estep 
Score: -1503085.375000 Penalty: 4454.103027
	Iteration 50Q: 3 clusters Score -1503085 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 7182 members 
Entering Unmasked Estep 
Score: -1503088.250000 Penalty: 4454.103027
	Iteration 51Q: 3 clusters Score -1503088 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 7183 members 
Entering Unmasked Estep 
Score: -1503088.875000 Penalty: 4454.103027
	Iteration 52Q: 3 clusters Score -1503089 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 7187 members 
Entering Unmasked Estep 
Score: -1503092.125000 Penalty: 4454.103027
	Iteration 53Q: 3 clusters Score -1503092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 7189 members 
Entering Unmasked Estep 
Score: -1503091.750000 Penalty: 4454.103027
	Iteration 54Q: 3 clusters Score -1503092 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 7191 members 
Entering Unmasked Estep 
Score: -1503090.750000 Penalty: 4454.103027
	Iteration 55Q: 3 clusters Score -1503091 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 7193 members 
Entering Unmasked Estep 
Score: -1503092.000000 Penalty: 4454.103027
	Iteration 56Q: 3 clusters Score -1503092 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 7197 members 
Entering Unmasked Estep 
Score: -1503094.000000 Penalty: 4454.103027
	Iteration 57Q: 3 clusters Score -1503094 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 7199 members 
Entering Unmasked Estep 
Score: -1503094.875000 Penalty: 4454.103027
	Iteration 58Q: 3 clusters Score -1503095 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 7202 members 
Entering Unmasked Estep 
Score: -1503095.875000 Penalty: 4454.103027
	Iteration 59Q: 3 clusters Score -1503096 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 7205 members 
Entering Unmasked Estep 
Score: -1503101.000000 Penalty: 4454.103027
	Iteration 60F: 3 clusters Score -1503101 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 7208 members 
Entering Unmasked Estep 
Score: -1503102.000000 Penalty: 4454.103027
	Iteration 61Q: 3 clusters Score -1503102 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -1503104.875000 Penalty: 4454.103027
	Iteration 62Q: 3 clusters Score -1503105 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 7216 members 
Entering Unmasked Estep 
Score: -1503107.125000 Penalty: 4454.103027
	Iteration 63Q: 3 clusters Score -1503107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 7221 members 
Entering Unmasked Estep 
Score: -1503110.625000 Penalty: 4454.103027
	Iteration 64Q: 3 clusters Score -1503111 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 7228 members 
Entering Unmasked Estep 
Score: -1503115.875000 Penalty: 4454.103027
	Iteration 65Q: 3 clusters Score -1503116 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -1503125.000000 Penalty: 4454.103027
	Iteration 66Q: 3 clusters Score -1503125 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 7244 members 
Entering Unmasked Estep 
Score: -1503132.375000 Penalty: 4454.103027
	Iteration 67Q: 3 clusters Score -1503132 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 7253 members 
Entering Unmasked Estep 
Score: -1503141.875000 Penalty: 4454.103027
	Iteration 68Q: 3 clusters Score -1503142 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 7264 members 
Entering Unmasked Estep 
Score: -1503147.875000 Penalty: 4454.103027
	Iteration 69Q: 3 clusters Score -1503148 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 7276 members 
Entering Unmasked Estep 
Score: -1503153.500000 Penalty: 4454.103027
	Iteration 70Q: 3 clusters Score -1503154 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 7282 members 
Entering Unmasked Estep 
Score: -1503161.000000 Penalty: 4454.103027
	Iteration 71Q: 3 clusters Score -1503161 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 7287 members 
Entering Unmasked Estep 
Score: -1503163.375000 Penalty: 4454.103027
	Iteration 72Q: 3 clusters Score -1503163 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 7298 members 
Entering Unmasked Estep 
Score: -1503171.875000 Penalty: 4454.103027
	Iteration 73Q: 3 clusters Score -1503172 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -1503175.625000 Penalty: 4454.103027
	Iteration 74Q: 3 clusters Score -1503176 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -1503177.500000 Penalty: 4454.103027
	Iteration 75Q: 3 clusters Score -1503178 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 636 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -1503178.125000 Penalty: 4454.103027
	Iteration 76Q: 3 clusters Score -1503178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 7312 members 
Entering Unmasked Estep 
Score: -1503179.500000 Penalty: 4454.103027
	Iteration 77Q: 3 clusters Score -1503180 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -1503178.750000 Penalty: 4454.103027
	Iteration 78Q: 3 clusters Score -1503179 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 628 members 
Mstep: Class 2 contains 7315 members 
Entering Unmasked Estep 
Score: -1503181.625000 Penalty: 4454.103027
	Iteration 79Q: 3 clusters Score -1503182 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 7317 members 
Entering Unmasked Estep 
Score: -1503185.000000 Penalty: 4454.103027
	Iteration 80F: 3 clusters Score -1503185 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 7320 members 
Entering Unmasked Estep 
Score: -1503184.625000 Penalty: 4454.103027
	Iteration 81Q: 3 clusters Score -1503185 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1503186.375000 Penalty: 4454.103027
	Iteration 82Q: 3 clusters Score -1503186 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 7319 members 
Entering Unmasked Estep 
Score: -1503186.375000 Penalty: 4454.103027
	Iteration 83F: 3 clusters Score -1503186 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (35628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35628 members 
Entering Unmasked Estep 
Score: -6762236.000000 Penalty: 2599.260010
	Iteration 0F: 2 clusters Score -6762236 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -6739223.500000 Penalty: 5198.520020
	Iteration 0F: 3 clusters Score -6739224 nChanged 16305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18793 members 
Mstep: Class 2 contains 16835 members 
Entering Unmasked Estep 
Score: -6748203.500000 Penalty: 5198.520020
	Iteration 1F: 3 clusters Score -6748204 nChanged 1729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19320 members 
Mstep: Class 2 contains 16308 members 
Entering Unmasked Estep 
Score: -6748831.500000 Penalty: 5198.520020
	Iteration 2Q: 3 clusters Score -6748832 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20000 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -6749475.000000 Penalty: 5198.520020
	Iteration 3Q: 3 clusters Score -6749475 nChanged 1717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20933 members 
Mstep: Class 2 contains 14695 members 
Entering Unmasked Estep 
Score: -6750194.500000 Penalty: 5198.520020
	Iteration 4Q: 3 clusters Score -6750194 nChanged 1871
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22120 members 
Mstep: Class 2 contains 13508 members 
Entering Unmasked Estep 
Score: -6751216.000000 Penalty: 5198.520020
	Iteration 5F: 3 clusters Score -6751216 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23634 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -6752537.500000 Penalty: 5198.520020
	Iteration 6F: 3 clusters Score -6752538 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -6754278.000000 Penalty: 5198.520020
	Iteration 7F: 3 clusters Score -6754278 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27020 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -6756122.500000 Penalty: 5198.520020
	Iteration 8F: 3 clusters Score -6756122 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28567 members 
Mstep: Class 2 contains 7061 members 
Entering Unmasked Estep 
Score: -6757682.500000 Penalty: 5198.520020
	Iteration 9F: 3 clusters Score -6757682 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 5770 members 
Entering Unmasked Estep 
Score: -6758620.000000 Penalty: 5198.520020
	Iteration 10Q: 3 clusters Score -6758620 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30892 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -6759144.500000 Penalty: 5198.520020
	Iteration 11Q: 3 clusters Score -6759144 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31776 members 
Mstep: Class 2 contains 3852 members 
Entering Unmasked Estep 
Score: -6759433.500000 Penalty: 5198.520020
	Iteration 12Q: 3 clusters Score -6759434 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -6759632.000000 Penalty: 5198.520020
	Iteration 13Q: 3 clusters Score -6759632 nChanged 641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33144 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -6759821.000000 Penalty: 5198.520020
	Iteration 14Q: 3 clusters Score -6759821 nChanged 500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33642 members 
Mstep: Class 2 contains 1986 members 
Entering Unmasked Estep 
Score: -6759944.000000 Penalty: 5198.520020
	Iteration 15Q: 3 clusters Score -6759944 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -6760023.000000 Penalty: 5198.520020
	Iteration 16Q: 3 clusters Score -6760023 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -6760071.500000 Penalty: 5198.520020
	Iteration 17Q: 3 clusters Score -6760072 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34486 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -6760086.500000 Penalty: 5198.520020
	Iteration 18Q: 3 clusters Score -6760086 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34634 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -6760117.000000 Penalty: 5198.520020
	Iteration 19Q: 3 clusters Score -6760117 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34741 members 
Mstep: Class 2 contains 887 members 
Entering Unmasked Estep 
Score: -6760121.000000 Penalty: 5198.520020
	Iteration 20F: 3 clusters Score -6760121 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34821 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -6760152.000000 Penalty: 5198.520020
	Iteration 21Q: 3 clusters Score -6760152 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34896 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -6760173.500000 Penalty: 5198.520020
	Iteration 22Q: 3 clusters Score -6760174 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34948 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -6760196.000000 Penalty: 5198.520020
	Iteration 23Q: 3 clusters Score -6760196 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34993 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6760210.500000 Penalty: 5198.520020
	Iteration 24Q: 3 clusters Score -6760210 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35023 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -6760204.500000 Penalty: 5198.520020
	Iteration 25Q: 3 clusters Score -6760204 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35040 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6760211.500000 Penalty: 5198.520020
	Iteration 26Q: 3 clusters Score -6760212 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35058 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6760218.500000 Penalty: 5198.520020
	Iteration 27Q: 3 clusters Score -6760218 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35077 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -6760221.000000 Penalty: 5198.520020
	Iteration 28Q: 3 clusters Score -6760221 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35090 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -6760231.000000 Penalty: 5198.520020
	Iteration 29Q: 3 clusters Score -6760231 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35104 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -6760237.500000 Penalty: 5198.520020
	Iteration 30Q: 3 clusters Score -6760238 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35120 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -6760234.000000 Penalty: 5198.520020
	Iteration 31Q: 3 clusters Score -6760234 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35131 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -6760238.500000 Penalty: 5198.520020
	Iteration 32Q: 3 clusters Score -6760238 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35139 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6760238.000000 Penalty: 5198.520020
	Iteration 33Q: 3 clusters Score -6760238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6760229.500000 Penalty: 5198.520020
	Iteration 34Q: 3 clusters Score -6760230 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35147 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6760233.500000 Penalty: 5198.520020
	Iteration 35Q: 3 clusters Score -6760234 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35150 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6760229.500000 Penalty: 5198.520020
	Iteration 36Q: 3 clusters Score -6760230 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6760226.000000 Penalty: 5198.520020
	Iteration 37Q: 3 clusters Score -6760226 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35152 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -6760226.000000 Penalty: 5198.520020
	Iteration 38F: 3 clusters Score -6760226 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (42444 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42444 members 
Entering Unmasked Estep 
Score: -8164022.000000 Penalty: 2642.673340
	Iteration 0F: 2 clusters Score -8164022 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21216 members 
Mstep: Class 2 contains 21228 members 
Entering Unmasked Estep 
Score: -8137727.500000 Penalty: 5285.346680
	Iteration 0F: 3 clusters Score -8137728 nChanged 19488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 21176 members 
Entering Unmasked Estep 
Score: -8148323.500000 Penalty: 5285.346680
	Iteration 1F: 3 clusters Score -8148324 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21378 members 
Mstep: Class 2 contains 21066 members 
Entering Unmasked Estep 
Score: -8148826.000000 Penalty: 5285.346680
	Iteration 2Q: 3 clusters Score -8148826 nChanged 1586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 20920 members 
Entering Unmasked Estep 
Score: -8149238.000000 Penalty: 5285.346680
	Iteration 3Q: 3 clusters Score -8149238 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21714 members 
Mstep: Class 2 contains 20730 members 
Entering Unmasked Estep 
Score: -8149645.500000 Penalty: 5285.346680
	Iteration 4Q: 3 clusters Score -8149646 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 20454 members 
Entering Unmasked Estep 
Score: -8150004.500000 Penalty: 5285.346680
	Iteration 5Q: 3 clusters Score -8150004 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22356 members 
Mstep: Class 2 contains 20088 members 
Entering Unmasked Estep 
Score: -8150343.000000 Penalty: 5285.346680
	Iteration 6Q: 3 clusters Score -8150343 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22796 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -8150684.000000 Penalty: 5285.346680
	Iteration 7Q: 3 clusters Score -8150684 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23454 members 
Mstep: Class 2 contains 18990 members 
Entering Unmasked Estep 
Score: -8151002.000000 Penalty: 5285.346680
	Iteration 8Q: 3 clusters Score -8151002 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 18180 members 
Entering Unmasked Estep 
Score: -8151405.000000 Penalty: 5285.346680
	Iteration 9Q: 3 clusters Score -8151405 nChanged 1480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25324 members 
Mstep: Class 2 contains 17120 members 
Entering Unmasked Estep 
Score: -8151846.000000 Penalty: 5285.346680
	Iteration 10Q: 3 clusters Score -8151846 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26641 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -8152491.500000 Penalty: 5285.346680
	Iteration 11Q: 3 clusters Score -8152492 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28207 members 
Mstep: Class 2 contains 14237 members 
Entering Unmasked Estep 
Score: -8153430.500000 Penalty: 5285.346680
	Iteration 12Q: 3 clusters Score -8153430 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30007 members 
Mstep: Class 2 contains 12437 members 
Entering Unmasked Estep 
Score: -8154544.000000 Penalty: 5285.346680
	Iteration 13Q: 3 clusters Score -8154544 nChanged 2020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 10639 members 
Entering Unmasked Estep 
Score: -8155903.000000 Penalty: 5285.346680
	Iteration 14Q: 3 clusters Score -8155903 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33378 members 
Mstep: Class 2 contains 9066 members 
Entering Unmasked Estep 
Score: -8157247.500000 Penalty: 5285.346680
	Iteration 15Q: 3 clusters Score -8157248 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34646 members 
Mstep: Class 2 contains 7798 members 
Entering Unmasked Estep 
Score: -8158411.500000 Penalty: 5285.346680
	Iteration 16Q: 3 clusters Score -8158412 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35500 members 
Mstep: Class 2 contains 6944 members 
Entering Unmasked Estep 
Score: -8159092.000000 Penalty: 5285.346680
	Iteration 17Q: 3 clusters Score -8159092 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36116 members 
Mstep: Class 2 contains 6328 members 
Entering Unmasked Estep 
Score: -8159529.500000 Penalty: 5285.346680
	Iteration 18Q: 3 clusters Score -8159530 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36641 members 
Mstep: Class 2 contains 5803 members 
Entering Unmasked Estep 
Score: -8159831.500000 Penalty: 5285.346680
	Iteration 19Q: 3 clusters Score -8159832 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37107 members 
Mstep: Class 2 contains 5337 members 
Entering Unmasked Estep 
Score: -8160009.500000 Penalty: 5285.346680
	Iteration 20F: 3 clusters Score -8160010 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -8160170.500000 Penalty: 5285.346680
	Iteration 21Q: 3 clusters Score -8160170 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37854 members 
Mstep: Class 2 contains 4590 members 
Entering Unmasked Estep 
Score: -8160261.500000 Penalty: 5285.346680
	Iteration 22Q: 3 clusters Score -8160262 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38174 members 
Mstep: Class 2 contains 4270 members 
Entering Unmasked Estep 
Score: -8160378.500000 Penalty: 5285.346680
	Iteration 23Q: 3 clusters Score -8160378 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38469 members 
Mstep: Class 2 contains 3975 members 
Entering Unmasked Estep 
Score: -8160461.000000 Penalty: 5285.346680
	Iteration 24Q: 3 clusters Score -8160461 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -8160572.000000 Penalty: 5285.346680
	Iteration 25Q: 3 clusters Score -8160572 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39036 members 
Mstep: Class 2 contains 3408 members 
Entering Unmasked Estep 
Score: -8160678.500000 Penalty: 5285.346680
	Iteration 26Q: 3 clusters Score -8160678 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39307 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -8160806.000000 Penalty: 5285.346680
	Iteration 27Q: 3 clusters Score -8160806 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39557 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -8160893.500000 Penalty: 5285.346680
	Iteration 28Q: 3 clusters Score -8160894 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39800 members 
Mstep: Class 2 contains 2644 members 
Entering Unmasked Estep 
Score: -8160996.000000 Penalty: 5285.346680
	Iteration 29Q: 3 clusters Score -8160996 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40014 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -8161102.000000 Penalty: 5285.346680
	Iteration 30Q: 3 clusters Score -8161102 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40192 members 
Mstep: Class 2 contains 2252 members 
Entering Unmasked Estep 
Score: -8161169.000000 Penalty: 5285.346680
	Iteration 31Q: 3 clusters Score -8161169 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40339 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -8161232.000000 Penalty: 5285.346680
	Iteration 32Q: 3 clusters Score -8161232 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40481 members 
Mstep: Class 2 contains 1963 members 
Entering Unmasked Estep 
Score: -8161287.500000 Penalty: 5285.346680
	Iteration 33Q: 3 clusters Score -8161288 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -8161315.000000 Penalty: 5285.346680
	Iteration 34Q: 3 clusters Score -8161315 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40730 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -8161343.500000 Penalty: 5285.346680
	Iteration 35Q: 3 clusters Score -8161344 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40834 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8161378.000000 Penalty: 5285.346680
	Iteration 36Q: 3 clusters Score -8161378 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40919 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -8161430.500000 Penalty: 5285.346680
	Iteration 37Q: 3 clusters Score -8161430 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40995 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -8161455.500000 Penalty: 5285.346680
	Iteration 38Q: 3 clusters Score -8161456 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41059 members 
Mstep: Class 2 contains 1385 members 
Entering Unmasked Estep 
Score: -8161476.500000 Penalty: 5285.346680
	Iteration 39Q: 3 clusters Score -8161476 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41120 members 
Mstep: Class 2 contains 1324 members 
Entering Unmasked Estep 
Score: -8161497.500000 Penalty: 5285.346680
	Iteration 40F: 3 clusters Score -8161498 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41179 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8161523.500000 Penalty: 5285.346680
	Iteration 41Q: 3 clusters Score -8161524 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41227 members 
Mstep: Class 2 contains 1217 members 
Entering Unmasked Estep 
Score: -8161566.500000 Penalty: 5285.346680
	Iteration 42Q: 3 clusters Score -8161566 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41277 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -8161592.500000 Penalty: 5285.346680
	Iteration 43Q: 3 clusters Score -8161592 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41319 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -8161594.000000 Penalty: 5285.346680
	Iteration 44Q: 3 clusters Score -8161594 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41359 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -8161614.500000 Penalty: 5285.346680
	Iteration 45Q: 3 clusters Score -8161614 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41396 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8161636.500000 Penalty: 5285.346680
	Iteration 46Q: 3 clusters Score -8161636 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41422 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8161655.500000 Penalty: 5285.346680
	Iteration 47Q: 3 clusters Score -8161656 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41446 members 
Mstep: Class 2 contains 998 members 
Entering Unmasked Estep 
Score: -8161665.500000 Penalty: 5285.346680
	Iteration 48Q: 3 clusters Score -8161666 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41467 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -8161675.500000 Penalty: 5285.346680
	Iteration 49Q: 3 clusters Score -8161676 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41487 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -8161682.000000 Penalty: 5285.346680
	Iteration 50Q: 3 clusters Score -8161682 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41504 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -8161689.500000 Penalty: 5285.346680
	Iteration 51Q: 3 clusters Score -8161690 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -8161705.500000 Penalty: 5285.346680
	Iteration 52Q: 3 clusters Score -8161706 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41528 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -8161709.000000 Penalty: 5285.346680
	Iteration 53Q: 3 clusters Score -8161709 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41536 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -8161721.500000 Penalty: 5285.346680
	Iteration 54Q: 3 clusters Score -8161722 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41546 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -8161734.500000 Penalty: 5285.346680
	Iteration 55Q: 3 clusters Score -8161734 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -8161752.500000 Penalty: 5285.346680
	Iteration 56Q: 3 clusters Score -8161752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41570 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8161758.000000 Penalty: 5285.346680
	Iteration 57Q: 3 clusters Score -8161758 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41586 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -8161758.000000 Penalty: 5285.346680
	Iteration 58Q: 3 clusters Score -8161758 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41605 members 
Mstep: Class 2 contains 839 members 
Entering Unmasked Estep 
Score: -8161765.000000 Penalty: 5285.346680
	Iteration 59Q: 3 clusters Score -8161765 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41616 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -8161777.500000 Penalty: 5285.346680
	Iteration 60F: 3 clusters Score -8161778 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8161782.000000 Penalty: 5285.346680
	Iteration 61Q: 3 clusters Score -8161782 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -8161783.500000 Penalty: 5285.346680
	Iteration 62Q: 3 clusters Score -8161784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -8161785.000000 Penalty: 5285.346680
	Iteration 63Q: 3 clusters Score -8161785 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41642 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -8161784.500000 Penalty: 5285.346680
	Iteration 64Q: 3 clusters Score -8161784 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41647 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -8161775.000000 Penalty: 5285.346680
	Iteration 65Q: 3 clusters Score -8161775 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41657 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -8161781.500000 Penalty: 5285.346680
	Iteration 66Q: 3 clusters Score -8161782 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41664 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8161779.500000 Penalty: 5285.346680
	Iteration 67Q: 3 clusters Score -8161780 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41672 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8161781.500000 Penalty: 5285.346680
	Iteration 68Q: 3 clusters Score -8161782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41676 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -8161776.000000 Penalty: 5285.346680
	Iteration 69Q: 3 clusters Score -8161776 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41677 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -8161786.500000 Penalty: 5285.346680
	Iteration 70Q: 3 clusters Score -8161786 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41679 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -8161785.500000 Penalty: 5285.346680
	Iteration 71Q: 3 clusters Score -8161786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -8161791.000000 Penalty: 5285.346680
	Iteration 72Q: 3 clusters Score -8161791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41681 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -8161784.500000 Penalty: 5285.346680
	Iteration 73Q: 3 clusters Score -8161784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41682 members 
Mstep: Class 2 contains 762 members 
Entering Unmasked Estep 
Score: -8161784.000000 Penalty: 5285.346680
	Iteration 74Q: 3 clusters Score -8161784 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8161782.000000 Penalty: 5285.346680
	Iteration 75Q: 3 clusters Score -8161782 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41683 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8161782.000000 Penalty: 5285.346680
	Iteration 76F: 3 clusters Score -8161782 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (25701 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25701 members 
Entering Unmasked Estep 
Score: -5059869.000000 Penalty: 2518.262695
	Iteration 0F: 2 clusters Score -5059869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12976 members 
Mstep: Class 2 contains 12725 members 
Entering Unmasked Estep 
Score: -5042474.000000 Penalty: 5036.525391
	Iteration 0F: 3 clusters Score -5042474 nChanged 11474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13610 members 
Mstep: Class 2 contains 12091 members 
Entering Unmasked Estep 
Score: -5048724.500000 Penalty: 5036.525391
	Iteration 1F: 3 clusters Score -5048724 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14003 members 
Mstep: Class 2 contains 11698 members 
Entering Unmasked Estep 
Score: -5049281.000000 Penalty: 5036.525391
	Iteration 2F: 3 clusters Score -5049281 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14474 members 
Mstep: Class 2 contains 11227 members 
Entering Unmasked Estep 
Score: -5049808.000000 Penalty: 5036.525391
	Iteration 3Q: 3 clusters Score -5049808 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -5050306.000000 Penalty: 5036.525391
	Iteration 4Q: 3 clusters Score -5050306 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15755 members 
Mstep: Class 2 contains 9946 members 
Entering Unmasked Estep 
Score: -5050890.000000 Penalty: 5036.525391
	Iteration 5Q: 3 clusters Score -5050890 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 9134 members 
Entering Unmasked Estep 
Score: -5051565.500000 Penalty: 5036.525391
	Iteration 6Q: 3 clusters Score -5051566 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17471 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -5052376.500000 Penalty: 5036.525391
	Iteration 7Q: 3 clusters Score -5052376 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18436 members 
Mstep: Class 2 contains 7265 members 
Entering Unmasked Estep 
Score: -5053189.000000 Penalty: 5036.525391
	Iteration 8Q: 3 clusters Score -5053189 nChanged 1149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19353 members 
Mstep: Class 2 contains 6348 members 
Entering Unmasked Estep 
Score: -5053999.000000 Penalty: 5036.525391
	Iteration 9Q: 3 clusters Score -5053999 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -5054734.000000 Penalty: 5036.525391
	Iteration 10Q: 3 clusters Score -5054734 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 4626 members 
Entering Unmasked Estep 
Score: -5055310.500000 Penalty: 5036.525391
	Iteration 11Q: 3 clusters Score -5055310 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21759 members 
Mstep: Class 2 contains 3942 members 
Entering Unmasked Estep 
Score: -5055744.000000 Penalty: 5036.525391
	Iteration 12Q: 3 clusters Score -5055744 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22321 members 
Mstep: Class 2 contains 3380 members 
Entering Unmasked Estep 
Score: -5056078.500000 Penalty: 5036.525391
	Iteration 13Q: 3 clusters Score -5056078 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22809 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -5056371.500000 Penalty: 5036.525391
	Iteration 14Q: 3 clusters Score -5056372 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -5056620.000000 Penalty: 5036.525391
	Iteration 15Q: 3 clusters Score -5056620 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -5056810.000000 Penalty: 5036.525391
	Iteration 16Q: 3 clusters Score -5056810 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23877 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -5056977.500000 Penalty: 5036.525391
	Iteration 17Q: 3 clusters Score -5056978 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24101 members 
Mstep: Class 2 contains 1600 members 
Entering Unmasked Estep 
Score: -5057108.500000 Penalty: 5036.525391
	Iteration 18Q: 3 clusters Score -5057108 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24272 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -5057217.000000 Penalty: 5036.525391
	Iteration 19Q: 3 clusters Score -5057217 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24426 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -5057282.500000 Penalty: 5036.525391
	Iteration 20F: 3 clusters Score -5057282 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24553 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -5057356.000000 Penalty: 5036.525391
	Iteration 21Q: 3 clusters Score -5057356 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -5057421.000000 Penalty: 5036.525391
	Iteration 22Q: 3 clusters Score -5057421 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5057445.000000 Penalty: 5036.525391
	Iteration 23Q: 3 clusters Score -5057445 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24790 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5057473.500000 Penalty: 5036.525391
	Iteration 24Q: 3 clusters Score -5057474 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24827 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -5057490.500000 Penalty: 5036.525391
	Iteration 25Q: 3 clusters Score -5057490 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24855 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -5057512.500000 Penalty: 5036.525391
	Iteration 26Q: 3 clusters Score -5057512 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -5057527.000000 Penalty: 5036.525391
	Iteration 27Q: 3 clusters Score -5057527 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24899 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5057547.000000 Penalty: 5036.525391
	Iteration 28Q: 3 clusters Score -5057547 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24922 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -5057569.000000 Penalty: 5036.525391
	Iteration 29Q: 3 clusters Score -5057569 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -5057587.500000 Penalty: 5036.525391
	Iteration 30Q: 3 clusters Score -5057588 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24950 members 
Mstep: Class 2 contains 751 members 
Entering Unmasked Estep 
Score: -5057594.000000 Penalty: 5036.525391
	Iteration 31Q: 3 clusters Score -5057594 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24960 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5057590.000000 Penalty: 5036.525391
	Iteration 32Q: 3 clusters Score -5057590 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24973 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5057598.000000 Penalty: 5036.525391
	Iteration 33Q: 3 clusters Score -5057598 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -5057606.000000 Penalty: 5036.525391
	Iteration 34Q: 3 clusters Score -5057606 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -5057619.500000 Penalty: 5036.525391
	Iteration 35Q: 3 clusters Score -5057620 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25017 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -5057635.500000 Penalty: 5036.525391
	Iteration 36Q: 3 clusters Score -5057636 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5057646.000000 Penalty: 5036.525391
	Iteration 37Q: 3 clusters Score -5057646 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -5057660.500000 Penalty: 5036.525391
	Iteration 38Q: 3 clusters Score -5057660 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25050 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -5057672.000000 Penalty: 5036.525391
	Iteration 39Q: 3 clusters Score -5057672 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25061 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5057675.500000 Penalty: 5036.525391
	Iteration 40F: 3 clusters Score -5057676 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25070 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -5057675.500000 Penalty: 5036.525391
	Iteration 41Q: 3 clusters Score -5057676 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25080 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -5057680.000000 Penalty: 5036.525391
	Iteration 42Q: 3 clusters Score -5057680 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25091 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5057688.000000 Penalty: 5036.525391
	Iteration 43Q: 3 clusters Score -5057688 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25099 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -5057688.000000 Penalty: 5036.525391
	Iteration 44Q: 3 clusters Score -5057688 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25105 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5057691.500000 Penalty: 5036.525391
	Iteration 45Q: 3 clusters Score -5057692 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -5057697.000000 Penalty: 5036.525391
	Iteration 46Q: 3 clusters Score -5057697 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -5057705.500000 Penalty: 5036.525391
	Iteration 47Q: 3 clusters Score -5057706 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25119 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -5057704.500000 Penalty: 5036.525391
	Iteration 48Q: 3 clusters Score -5057704 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25126 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -5057716.000000 Penalty: 5036.525391
	Iteration 49Q: 3 clusters Score -5057716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25129 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -5057719.500000 Penalty: 5036.525391
	Iteration 50Q: 3 clusters Score -5057720 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25133 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5057717.000000 Penalty: 5036.525391
	Iteration 51Q: 3 clusters Score -5057717 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25134 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5057721.000000 Penalty: 5036.525391
	Iteration 52Q: 3 clusters Score -5057721 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -5057725.000000 Penalty: 5036.525391
	Iteration 53Q: 3 clusters Score -5057725 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25140 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -5057732.500000 Penalty: 5036.525391
	Iteration 54Q: 3 clusters Score -5057732 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25143 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -5057738.500000 Penalty: 5036.525391
	Iteration 55Q: 3 clusters Score -5057738 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25145 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -5057736.000000 Penalty: 5036.525391
	Iteration 56Q: 3 clusters Score -5057736 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25149 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -5057737.000000 Penalty: 5036.525391
	Iteration 57Q: 3 clusters Score -5057737 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -5057734.500000 Penalty: 5036.525391
	Iteration 58Q: 3 clusters Score -5057734 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25151 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -5057737.000000 Penalty: 5036.525391
	Iteration 59Q: 3 clusters Score -5057737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25154 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5057743.500000 Penalty: 5036.525391
	Iteration 60F: 3 clusters Score -5057744 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5057740.500000 Penalty: 5036.525391
	Iteration 61Q: 3 clusters Score -5057740 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5057740.500000 Penalty: 5036.525391
	Iteration 62F: 3 clusters Score -5057740 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -254959.406250 Penalty: 1812.019775
	Iteration 0F: 2 clusters Score -254959.4 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 755 members 
Entering Unmasked Estep 
Score: -252693.812500 Penalty: 3624.039551
	Iteration 0F: 3 clusters Score -252693.8 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -253225.843750 Penalty: 3624.039551
	Iteration 1F: 3 clusters Score -253225.8 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -253542.500000 Penalty: 3624.039551
	Iteration 2F: 3 clusters Score -253542.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -253937.343750 Penalty: 3624.039551
	Iteration 3F: 3 clusters Score -253937.3 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -254374.062500 Penalty: 3624.039551
	Iteration 4F: 3 clusters Score -254374.1 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -254629.375000 Penalty: 3624.039551
	Iteration 5F: 3 clusters Score -254629.4 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -254746.125000 Penalty: 3624.039551
	Iteration 6Q: 3 clusters Score -254746.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -254786.578125 Penalty: 3624.039551
	Iteration 7Q: 3 clusters Score -254786.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -254807.828125 Penalty: 3624.039551
	Iteration 8Q: 3 clusters Score -254807.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -254815.812500 Penalty: 3624.039551
	Iteration 9Q: 3 clusters Score -254815.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -254822.687500 Penalty: 3624.039551
	Iteration 10Q: 3 clusters Score -254822.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -254828.421875 Penalty: 3624.039551
	Iteration 11Q: 3 clusters Score -254828.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -254834.796875 Penalty: 3624.039551
	Iteration 12Q: 3 clusters Score -254834.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 903 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -254836.515625 Penalty: 3624.039551
	Iteration 13Q: 3 clusters Score -254836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -254839.718750 Penalty: 3624.039551
	Iteration 14Q: 3 clusters Score -254839.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -254840.218750 Penalty: 3624.039551
	Iteration 15Q: 3 clusters Score -254840.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -254840.796875 Penalty: 3624.039551
	Iteration 16Q: 3 clusters Score -254840.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -254841.656250 Penalty: 3624.039551
	Iteration 17Q: 3 clusters Score -254841.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -254841.656250 Penalty: 3624.039551
	Iteration 18F: 3 clusters Score -254841.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 7 (37962 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37962 members 
Entering Unmasked Estep 
Score: -7322721.000000 Penalty: 2614.996582
	Iteration 0F: 2 clusters Score -7322721 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18958 members 
Mstep: Class 2 contains 19004 members 
Entering Unmasked Estep 
Score: -7298877.000000 Penalty: 5229.993164
	Iteration 0F: 3 clusters Score -7298877 nChanged 17371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19393 members 
Mstep: Class 2 contains 18569 members 
Entering Unmasked Estep 
Score: -7308352.500000 Penalty: 5229.993164
	Iteration 1F: 3 clusters Score -7308352 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19611 members 
Mstep: Class 2 contains 18351 members 
Entering Unmasked Estep 
Score: -7308740.000000 Penalty: 5229.993164
	Iteration 2Q: 3 clusters Score -7308740 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19891 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -7309127.500000 Penalty: 5229.993164
	Iteration 3Q: 3 clusters Score -7309128 nChanged 1369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -7309530.500000 Penalty: 5229.993164
	Iteration 4Q: 3 clusters Score -7309530 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 17083 members 
Entering Unmasked Estep 
Score: -7309936.000000 Penalty: 5229.993164
	Iteration 5Q: 3 clusters Score -7309936 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21675 members 
Mstep: Class 2 contains 16287 members 
Entering Unmasked Estep 
Score: -7310370.500000 Penalty: 5229.993164
	Iteration 6Q: 3 clusters Score -7310370 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22676 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -7310904.500000 Penalty: 5229.993164
	Iteration 7Q: 3 clusters Score -7310904 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23938 members 
Mstep: Class 2 contains 14024 members 
Entering Unmasked Estep 
Score: -7311550.500000 Penalty: 5229.993164
	Iteration 8Q: 3 clusters Score -7311550 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25496 members 
Mstep: Class 2 contains 12466 members 
Entering Unmasked Estep 
Score: -7312343.500000 Penalty: 5229.993164
	Iteration 9Q: 3 clusters Score -7312344 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27293 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -7313331.000000 Penalty: 5229.993164
	Iteration 10F: 3 clusters Score -7313331 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29241 members 
Mstep: Class 2 contains 8721 members 
Entering Unmasked Estep 
Score: -7314587.500000 Penalty: 5229.993164
	Iteration 11F: 3 clusters Score -7314588 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 6573 members 
Entering Unmasked Estep 
Score: -7316116.500000 Penalty: 5229.993164
	Iteration 12F: 3 clusters Score -7316116 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33312 members 
Mstep: Class 2 contains 4650 members 
Entering Unmasked Estep 
Score: -7317501.000000 Penalty: 5229.993164
	Iteration 13F: 3 clusters Score -7317501 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34781 members 
Mstep: Class 2 contains 3181 members 
Entering Unmasked Estep 
Score: -7318472.500000 Penalty: 5229.993164
	Iteration 14Q: 3 clusters Score -7318472 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35771 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -7319192.000000 Penalty: 5229.993164
	Iteration 15Q: 3 clusters Score -7319192 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36416 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -7319651.000000 Penalty: 5229.993164
	Iteration 16Q: 3 clusters Score -7319651 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36821 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -7319928.500000 Penalty: 5229.993164
	Iteration 17Q: 3 clusters Score -7319928 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37056 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -7320074.000000 Penalty: 5229.993164
	Iteration 18Q: 3 clusters Score -7320074 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37191 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -7320194.000000 Penalty: 5229.993164
	Iteration 19Q: 3 clusters Score -7320194 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37295 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7320320.500000 Penalty: 5229.993164
	Iteration 20F: 3 clusters Score -7320320 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37368 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7320375.500000 Penalty: 5229.993164
	Iteration 21Q: 3 clusters Score -7320376 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37420 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -7320393.500000 Penalty: 5229.993164
	Iteration 22Q: 3 clusters Score -7320394 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37455 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -7320395.500000 Penalty: 5229.993164
	Iteration 23Q: 3 clusters Score -7320396 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37475 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -7320442.500000 Penalty: 5229.993164
	Iteration 24Q: 3 clusters Score -7320442 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37487 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -7320451.500000 Penalty: 5229.993164
	Iteration 25Q: 3 clusters Score -7320452 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37505 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -7320456.500000 Penalty: 5229.993164
	Iteration 26Q: 3 clusters Score -7320456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37517 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -7320460.500000 Penalty: 5229.993164
	Iteration 27Q: 3 clusters Score -7320460 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37523 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -7320466.000000 Penalty: 5229.993164
	Iteration 28Q: 3 clusters Score -7320466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37529 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -7320466.000000 Penalty: 5229.993164
	Iteration 29Q: 3 clusters Score -7320466 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37531 members 
Mstep: Class 2 contains 431 members 
Entering Unmasked Estep 
Score: -7320465.000000 Penalty: 5229.993164
	Iteration 30Q: 3 clusters Score -7320465 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 429 members 
Entering Unmasked Estep 
Score: -7320468.000000 Penalty: 5229.993164
	Iteration 31Q: 3 clusters Score -7320468 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37538 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -7320475.000000 Penalty: 5229.993164
	Iteration 32Q: 3 clusters Score -7320475 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37545 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -7320492.500000 Penalty: 5229.993164
	Iteration 33Q: 3 clusters Score -7320492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37550 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -7320491.500000 Penalty: 5229.993164
	Iteration 34Q: 3 clusters Score -7320492 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37554 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -7320486.000000 Penalty: 5229.993164
	Iteration 35Q: 3 clusters Score -7320486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37557 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -7320492.000000 Penalty: 5229.993164
	Iteration 36Q: 3 clusters Score -7320492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7320498.500000 Penalty: 5229.993164
	Iteration 37Q: 3 clusters Score -7320498 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7320504.000000 Penalty: 5229.993164
	Iteration 38Q: 3 clusters Score -7320504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37560 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -7320504.500000 Penalty: 5229.993164
	Iteration 39Q: 3 clusters Score -7320504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37559 members 
Mstep: Class 2 contains 403 members 
Entering Unmasked Estep 
Score: -7320506.500000 Penalty: 5229.993164
	Iteration 40F: 3 clusters Score -7320506 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (52292 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52292 members 
Entering Unmasked Estep 
Score: -9730823.000000 Penalty: 2694.420410
	Iteration 0F: 2 clusters Score -9730823 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26334 members 
Mstep: Class 2 contains 25958 members 
Entering Unmasked Estep 
Score: -9698344.000000 Penalty: 5388.840820
	Iteration 0F: 3 clusters Score -9698344 nChanged 24178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28042 members 
Mstep: Class 2 contains 24250 members 
Entering Unmasked Estep 
Score: -9711820.000000 Penalty: 5388.840820
	Iteration 1F: 3 clusters Score -9711820 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28994 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -9712508.000000 Penalty: 5388.840820
	Iteration 2Q: 3 clusters Score -9712508 nChanged 2141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 21983 members 
Entering Unmasked Estep 
Score: -9713240.000000 Penalty: 5388.840820
	Iteration 3Q: 3 clusters Score -9713240 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32118 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -9714229.000000 Penalty: 5388.840820
	Iteration 4Q: 3 clusters Score -9714229 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34514 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -9715595.000000 Penalty: 5388.840820
	Iteration 5F: 3 clusters Score -9715595 nChanged 3165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37563 members 
Mstep: Class 2 contains 14729 members 
Entering Unmasked Estep 
Score: -9717629.000000 Penalty: 5388.840820
	Iteration 6F: 3 clusters Score -9717629 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41155 members 
Mstep: Class 2 contains 11137 members 
Entering Unmasked Estep 
Score: -9720402.000000 Penalty: 5388.840820
	Iteration 7F: 3 clusters Score -9720402 nChanged 3686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44813 members 
Mstep: Class 2 contains 7479 members 
Entering Unmasked Estep 
Score: -9723280.000000 Penalty: 5388.840820
	Iteration 8F: 3 clusters Score -9723280 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47739 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -9725535.000000 Penalty: 5388.840820
	Iteration 9F: 3 clusters Score -9725535 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49550 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -9726744.000000 Penalty: 5388.840820
	Iteration 10Q: 3 clusters Score -9726744 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50535 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9727561.000000 Penalty: 5388.840820
	Iteration 11Q: 3 clusters Score -9727561 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51005 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -9727964.000000 Penalty: 5388.840820
	Iteration 12Q: 3 clusters Score -9727964 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51259 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -9728140.000000 Penalty: 5388.840820
	Iteration 13Q: 3 clusters Score -9728140 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51428 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -9728312.000000 Penalty: 5388.840820
	Iteration 14Q: 3 clusters Score -9728312 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51529 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -9728388.000000 Penalty: 5388.840820
	Iteration 15Q: 3 clusters Score -9728388 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51588 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -9728432.000000 Penalty: 5388.840820
	Iteration 16Q: 3 clusters Score -9728432 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51636 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -9728461.000000 Penalty: 5388.840820
	Iteration 17Q: 3 clusters Score -9728461 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51668 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -9728485.000000 Penalty: 5388.840820
	Iteration 18Q: 3 clusters Score -9728485 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51691 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9728490.000000 Penalty: 5388.840820
	Iteration 19Q: 3 clusters Score -9728490 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51706 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -9728497.000000 Penalty: 5388.840820
	Iteration 20F: 3 clusters Score -9728497 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51718 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -9728510.000000 Penalty: 5388.840820
	Iteration 21Q: 3 clusters Score -9728510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51729 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -9728514.000000 Penalty: 5388.840820
	Iteration 22Q: 3 clusters Score -9728514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51739 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -9728527.000000 Penalty: 5388.840820
	Iteration 23Q: 3 clusters Score -9728527 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51742 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -9728538.000000 Penalty: 5388.840820
	Iteration 24Q: 3 clusters Score -9728538 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51747 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -9728539.000000 Penalty: 5388.840820
	Iteration 25Q: 3 clusters Score -9728539 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51753 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -9728552.000000 Penalty: 5388.840820
	Iteration 26Q: 3 clusters Score -9728552 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51758 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -9728548.000000 Penalty: 5388.840820
	Iteration 27Q: 3 clusters Score -9728548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51763 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -9728565.000000 Penalty: 5388.840820
	Iteration 28Q: 3 clusters Score -9728565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51766 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9728559.000000 Penalty: 5388.840820
	Iteration 29Q: 3 clusters Score -9728559 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9728568.000000 Penalty: 5388.840820
	Iteration 30Q: 3 clusters Score -9728568 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51769 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -9728565.000000 Penalty: 5388.840820
	Iteration 31Q: 3 clusters Score -9728565 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9728565.000000 Penalty: 5388.840820
	Iteration 32Q: 3 clusters Score -9728565 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51773 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -9728562.000000 Penalty: 5388.840820
	Iteration 33Q: 3 clusters Score -9728562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9728567.000000 Penalty: 5388.840820
	Iteration 34Q: 3 clusters Score -9728567 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51774 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9728567.000000 Penalty: 5388.840820
	Iteration 35F: 3 clusters Score -9728567 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (57894 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57894 members 
Entering Unmasked Estep 
Score: -10914272.000000 Penalty: 2719.659424
	Iteration 0F: 2 clusters Score -1.091427e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28912 members 
Mstep: Class 2 contains 28982 members 
Entering Unmasked Estep 
Score: -10878353.000000 Penalty: 5439.318848
	Iteration 0F: 3 clusters Score -1.087835e+07 nChanged 26760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28570 members 
Mstep: Class 2 contains 29324 members 
Entering Unmasked Estep 
Score: -10893147.000000 Penalty: 5439.318848
	Iteration 1F: 3 clusters Score -1.089315e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 29519 members 
Entering Unmasked Estep 
Score: -10893613.000000 Penalty: 5439.318848
	Iteration 2Q: 3 clusters Score -1.089361e+07 nChanged 2088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28137 members 
Mstep: Class 2 contains 29757 members 
Entering Unmasked Estep 
Score: -10894236.000000 Penalty: 5439.318848
	Iteration 3Q: 3 clusters Score -1.089424e+07 nChanged 2058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 30123 members 
Entering Unmasked Estep 
Score: -10894886.000000 Penalty: 5439.318848
	Iteration 4Q: 3 clusters Score -1.089489e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27234 members 
Mstep: Class 2 contains 30660 members 
Entering Unmasked Estep 
Score: -10895673.000000 Penalty: 5439.318848
	Iteration 5Q: 3 clusters Score -1.089567e+07 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 31338 members 
Entering Unmasked Estep 
Score: -10896758.000000 Penalty: 5439.318848
	Iteration 6Q: 3 clusters Score -1.089676e+07 nChanged 2669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25665 members 
Mstep: Class 2 contains 32229 members 
Entering Unmasked Estep 
Score: -10898154.000000 Penalty: 5439.318848
	Iteration 7Q: 3 clusters Score -1.089815e+07 nChanged 3024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24641 members 
Mstep: Class 2 contains 33253 members 
Entering Unmasked Estep 
Score: -10900027.000000 Penalty: 5439.318848
	Iteration 8F: 3 clusters Score -1.090003e+07 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23677 members 
Mstep: Class 2 contains 34217 members 
Entering Unmasked Estep 
Score: -10902367.000000 Penalty: 5439.318848
	Iteration 9F: 3 clusters Score -1.090237e+07 nChanged 3525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22992 members 
Mstep: Class 2 contains 34902 members 
Entering Unmasked Estep 
Score: -10904818.000000 Penalty: 5439.318848
	Iteration 10F: 3 clusters Score -1.090482e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22731 members 
Mstep: Class 2 contains 35163 members 
Entering Unmasked Estep 
Score: -10906626.000000 Penalty: 5439.318848
	Iteration 11F: 3 clusters Score -1.090663e+07 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22630 members 
Mstep: Class 2 contains 35264 members 
Entering Unmasked Estep 
Score: -10907563.000000 Penalty: 5439.318848
	Iteration 12Q: 3 clusters Score -1.090756e+07 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22480 members 
Mstep: Class 2 contains 35414 members 
Entering Unmasked Estep 
Score: -10908002.000000 Penalty: 5439.318848
	Iteration 13Q: 3 clusters Score -1.0908e+07 nChanged 1041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22191 members 
Mstep: Class 2 contains 35703 members 
Entering Unmasked Estep 
Score: -10908156.000000 Penalty: 5439.318848
	Iteration 14Q: 3 clusters Score -1.090816e+07 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21892 members 
Mstep: Class 2 contains 36002 members 
Entering Unmasked Estep 
Score: -10908308.000000 Penalty: 5439.318848
	Iteration 15Q: 3 clusters Score -1.090831e+07 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21604 members 
Mstep: Class 2 contains 36290 members 
Entering Unmasked Estep 
Score: -10908408.000000 Penalty: 5439.318848
	Iteration 16Q: 3 clusters Score -1.090841e+07 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21303 members 
Mstep: Class 2 contains 36591 members 
Entering Unmasked Estep 
Score: -10908481.000000 Penalty: 5439.318848
	Iteration 17Q: 3 clusters Score -1.090848e+07 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20968 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
Score: -10908578.000000 Penalty: 5439.318848
	Iteration 18Q: 3 clusters Score -1.090858e+07 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20624 members 
Mstep: Class 2 contains 37270 members 
Entering Unmasked Estep 
Score: -10908657.000000 Penalty: 5439.318848
	Iteration 19Q: 3 clusters Score -1.090866e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20269 members 
Mstep: Class 2 contains 37625 members 
Entering Unmasked Estep 
Score: -10908731.000000 Penalty: 5439.318848
	Iteration 20F: 3 clusters Score -1.090873e+07 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 37939 members 
Entering Unmasked Estep 
Score: -10908831.000000 Penalty: 5439.318848
	Iteration 21Q: 3 clusters Score -1.090883e+07 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19614 members 
Mstep: Class 2 contains 38280 members 
Entering Unmasked Estep 
Score: -10908929.000000 Penalty: 5439.318848
	Iteration 22Q: 3 clusters Score -1.090893e+07 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19280 members 
Mstep: Class 2 contains 38614 members 
Entering Unmasked Estep 
Score: -10909008.000000 Penalty: 5439.318848
	Iteration 23Q: 3 clusters Score -1.090901e+07 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18951 members 
Mstep: Class 2 contains 38943 members 
Entering Unmasked Estep 
Score: -10909057.000000 Penalty: 5439.318848
	Iteration 24Q: 3 clusters Score -1.090906e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 39290 members 
Entering Unmasked Estep 
Score: -10909181.000000 Penalty: 5439.318848
	Iteration 25Q: 3 clusters Score -1.090918e+07 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 39631 members 
Entering Unmasked Estep 
Score: -10909199.000000 Penalty: 5439.318848
	Iteration 26Q: 3 clusters Score -1.09092e+07 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 40018 members 
Entering Unmasked Estep 
Score: -10909266.000000 Penalty: 5439.318848
	Iteration 27Q: 3 clusters Score -1.090927e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17460 members 
Mstep: Class 2 contains 40434 members 
Entering Unmasked Estep 
Score: -10909329.000000 Penalty: 5439.318848
	Iteration 28Q: 3 clusters Score -1.090933e+07 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Mstep: Class 2 contains 40842 members 
Entering Unmasked Estep 
Score: -10909381.000000 Penalty: 5439.318848
	Iteration 29Q: 3 clusters Score -1.090938e+07 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16679 members 
Mstep: Class 2 contains 41215 members 
Entering Unmasked Estep 
Score: -10909441.000000 Penalty: 5439.318848
	Iteration 30Q: 3 clusters Score -1.090944e+07 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16293 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -10909510.000000 Penalty: 5439.318848
	Iteration 31Q: 3 clusters Score -1.090951e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15934 members 
Mstep: Class 2 contains 41960 members 
Entering Unmasked Estep 
Score: -10909549.000000 Penalty: 5439.318848
	Iteration 32Q: 3 clusters Score -1.090955e+07 nChanged 436
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 42364 members 
Entering Unmasked Estep 
Score: -10909583.000000 Penalty: 5439.318848
	Iteration 33Q: 3 clusters Score -1.090958e+07 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15163 members 
Mstep: Class 2 contains 42731 members 
Entering Unmasked Estep 
Score: -10909678.000000 Penalty: 5439.318848
	Iteration 34Q: 3 clusters Score -1.090968e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14794 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -10909737.000000 Penalty: 5439.318848
	Iteration 35Q: 3 clusters Score -1.090974e+07 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14415 members 
Mstep: Class 2 contains 43479 members 
Entering Unmasked Estep 
Score: -10909784.000000 Penalty: 5439.318848
	Iteration 36Q: 3 clusters Score -1.090978e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14076 members 
Mstep: Class 2 contains 43818 members 
Entering Unmasked Estep 
Score: -10909838.000000 Penalty: 5439.318848
	Iteration 37Q: 3 clusters Score -1.090984e+07 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13755 members 
Mstep: Class 2 contains 44139 members 
Entering Unmasked Estep 
Score: -10909888.000000 Penalty: 5439.318848
	Iteration 38Q: 3 clusters Score -1.090989e+07 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13450 members 
Mstep: Class 2 contains 44444 members 
Entering Unmasked Estep 
Score: -10909889.000000 Penalty: 5439.318848
	Iteration 39Q: 3 clusters Score -1.090989e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13147 members 
Mstep: Class 2 contains 44747 members 
Entering Unmasked Estep 
Score: -10909918.000000 Penalty: 5439.318848
	Iteration 40F: 3 clusters Score -1.090992e+07 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12869 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -10909985.000000 Penalty: 5439.318848
	Iteration 41Q: 3 clusters Score -1.090998e+07 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12605 members 
Mstep: Class 2 contains 45289 members 
Entering Unmasked Estep 
Score: -10910017.000000 Penalty: 5439.318848
	Iteration 42Q: 3 clusters Score -1.091002e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12317 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
Score: -10910033.000000 Penalty: 5439.318848
	Iteration 43Q: 3 clusters Score -1.091003e+07 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12046 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
Score: -10910069.000000 Penalty: 5439.318848
	Iteration 44Q: 3 clusters Score -1.091007e+07 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11780 members 
Mstep: Class 2 contains 46114 members 
Entering Unmasked Estep 
Score: -10910102.000000 Penalty: 5439.318848
	Iteration 45Q: 3 clusters Score -1.09101e+07 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11484 members 
Mstep: Class 2 contains 46410 members 
Entering Unmasked Estep 
Score: -10910158.000000 Penalty: 5439.318848
	Iteration 46Q: 3 clusters Score -1.091016e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11198 members 
Mstep: Class 2 contains 46696 members 
Entering Unmasked Estep 
Score: -10910206.000000 Penalty: 5439.318848
	Iteration 47Q: 3 clusters Score -1.091021e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 46975 members 
Entering Unmasked Estep 
Score: -10910246.000000 Penalty: 5439.318848
	Iteration 48Q: 3 clusters Score -1.091025e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10674 members 
Mstep: Class 2 contains 47220 members 
Entering Unmasked Estep 
Score: -10910243.000000 Penalty: 5439.318848
	Iteration 49Q: 3 clusters Score -1.091024e+07 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10426 members 
Mstep: Class 2 contains 47468 members 
Entering Unmasked Estep 
Score: -10910251.000000 Penalty: 5439.318848
	Iteration 50Q: 3 clusters Score -1.091025e+07 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10187 members 
Mstep: Class 2 contains 47707 members 
Entering Unmasked Estep 
Score: -10910313.000000 Penalty: 5439.318848
	Iteration 51Q: 3 clusters Score -1.091031e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9946 members 
Mstep: Class 2 contains 47948 members 
Entering Unmasked Estep 
Score: -10910323.000000 Penalty: 5439.318848
	Iteration 52Q: 3 clusters Score -1.091032e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 48193 members 
Entering Unmasked Estep 
Score: -10910397.000000 Penalty: 5439.318848
	Iteration 53Q: 3 clusters Score -1.09104e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9489 members 
Mstep: Class 2 contains 48405 members 
Entering Unmasked Estep 
Score: -10910441.000000 Penalty: 5439.318848
	Iteration 54Q: 3 clusters Score -1.091044e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9282 members 
Mstep: Class 2 contains 48612 members 
Entering Unmasked Estep 
Score: -10910428.000000 Penalty: 5439.318848
	Iteration 55Q: 3 clusters Score -1.091043e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9075 members 
Mstep: Class 2 contains 48819 members 
Entering Unmasked Estep 
Score: -10910462.000000 Penalty: 5439.318848
	Iteration 56Q: 3 clusters Score -1.091046e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8855 members 
Mstep: Class 2 contains 49039 members 
Entering Unmasked Estep 
Score: -10910504.000000 Penalty: 5439.318848
	Iteration 57Q: 3 clusters Score -1.09105e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 49262 members 
Entering Unmasked Estep 
Score: -10910507.000000 Penalty: 5439.318848
	Iteration 58Q: 3 clusters Score -1.091051e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8436 members 
Mstep: Class 2 contains 49458 members 
Entering Unmasked Estep 
Score: -10910552.000000 Penalty: 5439.318848
	Iteration 59Q: 3 clusters Score -1.091055e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8239 members 
Mstep: Class 2 contains 49655 members 
Entering Unmasked Estep 
Score: -10910602.000000 Penalty: 5439.318848
	Iteration 60F: 3 clusters Score -1.09106e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8037 members 
Mstep: Class 2 contains 49857 members 
Entering Unmasked Estep 
Score: -10910624.000000 Penalty: 5439.318848
	Iteration 61Q: 3 clusters Score -1.091062e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 50070 members 
Entering Unmasked Estep 
Score: -10910665.000000 Penalty: 5439.318848
	Iteration 62Q: 3 clusters Score -1.091066e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 50296 members 
Entering Unmasked Estep 
Score: -10910724.000000 Penalty: 5439.318848
	Iteration 63Q: 3 clusters Score -1.091072e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 50497 members 
Entering Unmasked Estep 
Score: -10910777.000000 Penalty: 5439.318848
	Iteration 64Q: 3 clusters Score -1.091078e+07 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7192 members 
Mstep: Class 2 contains 50702 members 
Entering Unmasked Estep 
Score: -10910815.000000 Penalty: 5439.318848
	Iteration 65Q: 3 clusters Score -1.091082e+07 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6992 members 
Mstep: Class 2 contains 50902 members 
Entering Unmasked Estep 
Score: -10910851.000000 Penalty: 5439.318848
	Iteration 66Q: 3 clusters Score -1.091085e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 51064 members 
Entering Unmasked Estep 
Score: -10910895.000000 Penalty: 5439.318848
	Iteration 67Q: 3 clusters Score -1.09109e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 51193 members 
Entering Unmasked Estep 
Score: -10910918.000000 Penalty: 5439.318848
	Iteration 68Q: 3 clusters Score -1.091092e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6582 members 
Mstep: Class 2 contains 51312 members 
Entering Unmasked Estep 
Score: -10910922.000000 Penalty: 5439.318848
	Iteration 69Q: 3 clusters Score -1.091092e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6460 members 
Mstep: Class 2 contains 51434 members 
Entering Unmasked Estep 
Score: -10910944.000000 Penalty: 5439.318848
	Iteration 70Q: 3 clusters Score -1.091094e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6326 members 
Mstep: Class 2 contains 51568 members 
Entering Unmasked Estep 
Score: -10910969.000000 Penalty: 5439.318848
	Iteration 71Q: 3 clusters Score -1.091097e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6193 members 
Mstep: Class 2 contains 51701 members 
Entering Unmasked Estep 
Score: -10910953.000000 Penalty: 5439.318848
	Iteration 72Q: 3 clusters Score -1.091095e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6074 members 
Mstep: Class 2 contains 51820 members 
Entering Unmasked Estep 
Score: -10910975.000000 Penalty: 5439.318848
	Iteration 73Q: 3 clusters Score -1.091098e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 51940 members 
Entering Unmasked Estep 
Score: -10911004.000000 Penalty: 5439.318848
	Iteration 74Q: 3 clusters Score -1.0911e+07 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -10911058.000000 Penalty: 5439.318848
	Iteration 75Q: 3 clusters Score -1.091106e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5693 members 
Mstep: Class 2 contains 52201 members 
Entering Unmasked Estep 
Score: -10911077.000000 Penalty: 5439.318848
	Iteration 76Q: 3 clusters Score -1.091108e+07 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 52336 members 
Entering Unmasked Estep 
Score: -10911117.000000 Penalty: 5439.318848
	Iteration 77Q: 3 clusters Score -1.091112e+07 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 52453 members 
Entering Unmasked Estep 
Score: -10911135.000000 Penalty: 5439.318848
	Iteration 78Q: 3 clusters Score -1.091114e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5314 members 
Mstep: Class 2 contains 52580 members 
Entering Unmasked Estep 
Score: -10911157.000000 Penalty: 5439.318848
	Iteration 79Q: 3 clusters Score -1.091116e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5179 members 
Mstep: Class 2 contains 52715 members 
Entering Unmasked Estep 
Score: -10911169.000000 Penalty: 5439.318848
	Iteration 80F: 3 clusters Score -1.091117e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 52840 members 
Entering Unmasked Estep 
Score: -10911186.000000 Penalty: 5439.318848
	Iteration 81Q: 3 clusters Score -1.091119e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 52979 members 
Entering Unmasked Estep 
Score: -10911219.000000 Penalty: 5439.318848
	Iteration 82Q: 3 clusters Score -1.091122e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4781 members 
Mstep: Class 2 contains 53113 members 
Entering Unmasked Estep 
Score: -10911257.000000 Penalty: 5439.318848
	Iteration 83Q: 3 clusters Score -1.091126e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 53231 members 
Entering Unmasked Estep 
Score: -10911248.000000 Penalty: 5439.318848
	Iteration 84Q: 3 clusters Score -1.091125e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4555 members 
Mstep: Class 2 contains 53339 members 
Entering Unmasked Estep 
Score: -10911293.000000 Penalty: 5439.318848
	Iteration 85Q: 3 clusters Score -1.091129e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 53459 members 
Entering Unmasked Estep 
Score: -10911338.000000 Penalty: 5439.318848
	Iteration 86Q: 3 clusters Score -1.091134e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 53562 members 
Entering Unmasked Estep 
Score: -10911387.000000 Penalty: 5439.318848
	Iteration 87Q: 3 clusters Score -1.091139e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4216 members 
Mstep: Class 2 contains 53678 members 
Entering Unmasked Estep 
Score: -10911418.000000 Penalty: 5439.318848
	Iteration 88Q: 3 clusters Score -1.091142e+07 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4121 members 
Mstep: Class 2 contains 53773 members 
Entering Unmasked Estep 
Score: -10911456.000000 Penalty: 5439.318848
	Iteration 89Q: 3 clusters Score -1.091146e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 53868 members 
Entering Unmasked Estep 
Score: -10911474.000000 Penalty: 5439.318848
	Iteration 90Q: 3 clusters Score -1.091147e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -10911496.000000 Penalty: 5439.318848
	Iteration 91Q: 3 clusters Score -1.09115e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 54007 members 
Entering Unmasked Estep 
Score: -10911491.000000 Penalty: 5439.318848
	Iteration 92Q: 3 clusters Score -1.091149e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 54068 members 
Entering Unmasked Estep 
Score: -10911508.000000 Penalty: 5439.318848
	Iteration 93Q: 3 clusters Score -1.091151e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -10911505.000000 Penalty: 5439.318848
	Iteration 94Q: 3 clusters Score -1.09115e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 54214 members 
Entering Unmasked Estep 
Score: -10911515.000000 Penalty: 5439.318848
	Iteration 95Q: 3 clusters Score -1.091152e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3626 members 
Mstep: Class 2 contains 54268 members 
Entering Unmasked Estep 
Score: -10911541.000000 Penalty: 5439.318848
	Iteration 96Q: 3 clusters Score -1.091154e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 54322 members 
Entering Unmasked Estep 
Score: -10911550.000000 Penalty: 5439.318848
	Iteration 97Q: 3 clusters Score -1.091155e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 54374 members 
Entering Unmasked Estep 
Score: -10911573.000000 Penalty: 5439.318848
	Iteration 98Q: 3 clusters Score -1.091157e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -10911593.000000 Penalty: 5439.318848
	Iteration 99Q: 3 clusters Score -1.091159e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 54517 members 
Entering Unmasked Estep 
Score: -10911611.000000 Penalty: 5439.318848
	Iteration 100F: 3 clusters Score -1.091161e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3316 members 
Mstep: Class 2 contains 54578 members 
Entering Unmasked Estep 
Score: -10911641.000000 Penalty: 5439.318848
	Iteration 101Q: 3 clusters Score -1.091164e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3268 members 
Mstep: Class 2 contains 54626 members 
Entering Unmasked Estep 
Score: -10911642.000000 Penalty: 5439.318848
	Iteration 102Q: 3 clusters Score -1.091164e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 54663 members 
Entering Unmasked Estep 
Score: -10911667.000000 Penalty: 5439.318848
	Iteration 103Q: 3 clusters Score -1.091167e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 54706 members 
Entering Unmasked Estep 
Score: -10911669.000000 Penalty: 5439.318848
	Iteration 104Q: 3 clusters Score -1.091167e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 54742 members 
Entering Unmasked Estep 
Score: -10911659.000000 Penalty: 5439.318848
	Iteration 105Q: 3 clusters Score -1.091166e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 54779 members 
Entering Unmasked Estep 
Score: -10911681.000000 Penalty: 5439.318848
	Iteration 106Q: 3 clusters Score -1.091168e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3071 members 
Mstep: Class 2 contains 54823 members 
Entering Unmasked Estep 
Score: -10911694.000000 Penalty: 5439.318848
	Iteration 107Q: 3 clusters Score -1.091169e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3022 members 
Mstep: Class 2 contains 54872 members 
Entering Unmasked Estep 
Score: -10911740.000000 Penalty: 5439.318848
	Iteration 108Q: 3 clusters Score -1.091174e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2981 members 
Mstep: Class 2 contains 54913 members 
Entering Unmasked Estep 
Score: -10911743.000000 Penalty: 5439.318848
	Iteration 109Q: 3 clusters Score -1.091174e+07 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2944 members 
Mstep: Class 2 contains 54950 members 
Entering Unmasked Estep 
Score: -10911756.000000 Penalty: 5439.318848
	Iteration 110Q: 3 clusters Score -1.091176e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2895 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -10911779.000000 Penalty: 5439.318848
	Iteration 111Q: 3 clusters Score -1.091178e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2851 members 
Mstep: Class 2 contains 55043 members 
Entering Unmasked Estep 
Score: -10911811.000000 Penalty: 5439.318848
	Iteration 112Q: 3 clusters Score -1.091181e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2791 members 
Mstep: Class 2 contains 55103 members 
Entering Unmasked Estep 
Score: -10911809.000000 Penalty: 5439.318848
	Iteration 113Q: 3 clusters Score -1.091181e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 55151 members 
Entering Unmasked Estep 
Score: -10911841.000000 Penalty: 5439.318848
	Iteration 114Q: 3 clusters Score -1.091184e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 55205 members 
Entering Unmasked Estep 
Score: -10911833.000000 Penalty: 5439.318848
	Iteration 115Q: 3 clusters Score -1.091183e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 55261 members 
Entering Unmasked Estep 
Score: -10911848.000000 Penalty: 5439.318848
	Iteration 116Q: 3 clusters Score -1.091185e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 55311 members 
Entering Unmasked Estep 
Score: -10911860.000000 Penalty: 5439.318848
	Iteration 117Q: 3 clusters Score -1.091186e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2544 members 
Mstep: Class 2 contains 55350 members 
Entering Unmasked Estep 
Score: -10911872.000000 Penalty: 5439.318848
	Iteration 118Q: 3 clusters Score -1.091187e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 55395 members 
Entering Unmasked Estep 
Score: -10911890.000000 Penalty: 5439.318848
	Iteration 119Q: 3 clusters Score -1.091189e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2459 members 
Mstep: Class 2 contains 55435 members 
Entering Unmasked Estep 
Score: -10911907.000000 Penalty: 5439.318848
	Iteration 120F: 3 clusters Score -1.091191e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 55480 members 
Entering Unmasked Estep 
Score: -10911935.000000 Penalty: 5439.318848
	Iteration 121Q: 3 clusters Score -1.091194e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2377 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -10911953.000000 Penalty: 5439.318848
	Iteration 122Q: 3 clusters Score -1.091195e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 55556 members 
Entering Unmasked Estep 
Score: -10911968.000000 Penalty: 5439.318848
	Iteration 123Q: 3 clusters Score -1.091197e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 55592 members 
Entering Unmasked Estep 
Score: -10912002.000000 Penalty: 5439.318848
	Iteration 124Q: 3 clusters Score -1.0912e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 55610 members 
Entering Unmasked Estep 
Score: -10912015.000000 Penalty: 5439.318848
	Iteration 125Q: 3 clusters Score -1.091202e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 55636 members 
Entering Unmasked Estep 
Score: -10912025.000000 Penalty: 5439.318848
	Iteration 126Q: 3 clusters Score -1.091202e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2230 members 
Mstep: Class 2 contains 55664 members 
Entering Unmasked Estep 
Score: -10912030.000000 Penalty: 5439.318848
	Iteration 127Q: 3 clusters Score -1.091203e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -10912032.000000 Penalty: 5439.318848
	Iteration 128Q: 3 clusters Score -1.091203e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2187 members 
Mstep: Class 2 contains 55707 members 
Entering Unmasked Estep 
Score: -10912032.000000 Penalty: 5439.318848
	Iteration 129Q: 3 clusters Score -1.091203e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2170 members 
Mstep: Class 2 contains 55724 members 
Entering Unmasked Estep 
Score: -10912043.000000 Penalty: 5439.318848
	Iteration 130Q: 3 clusters Score -1.091204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2155 members 
Mstep: Class 2 contains 55739 members 
Entering Unmasked Estep 
Score: -10912042.000000 Penalty: 5439.318848
	Iteration 131Q: 3 clusters Score -1.091204e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 55756 members 
Entering Unmasked Estep 
Score: -10912044.000000 Penalty: 5439.318848
	Iteration 132Q: 3 clusters Score -1.091204e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -10912037.000000 Penalty: 5439.318848
	Iteration 133Q: 3 clusters Score -1.091204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 55786 members 
Entering Unmasked Estep 
Score: -10912049.000000 Penalty: 5439.318848
	Iteration 134Q: 3 clusters Score -1.091205e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 55797 members 
Entering Unmasked Estep 
Score: -10912057.000000 Penalty: 5439.318848
	Iteration 135Q: 3 clusters Score -1.091206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 55808 members 
Entering Unmasked Estep 
Score: -10912060.000000 Penalty: 5439.318848
	Iteration 136Q: 3 clusters Score -1.091206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2074 members 
Mstep: Class 2 contains 55820 members 
Entering Unmasked Estep 
Score: -10912055.000000 Penalty: 5439.318848
	Iteration 137Q: 3 clusters Score -1.091206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 55828 members 
Entering Unmasked Estep 
Score: -10912039.000000 Penalty: 5439.318848
	Iteration 138Q: 3 clusters Score -1.091204e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2053 members 
Mstep: Class 2 contains 55841 members 
Entering Unmasked Estep 
Score: -10912053.000000 Penalty: 5439.318848
	Iteration 139Q: 3 clusters Score -1.091205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2043 members 
Mstep: Class 2 contains 55851 members 
Entering Unmasked Estep 
Score: -10912054.000000 Penalty: 5439.318848
	Iteration 140F: 3 clusters Score -1.091205e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2031 members 
Mstep: Class 2 contains 55863 members 
Entering Unmasked Estep 
Score: -10912056.000000 Penalty: 5439.318848
	Iteration 141Q: 3 clusters Score -1.091206e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 55871 members 
Entering Unmasked Estep 
Score: -10912063.000000 Penalty: 5439.318848
	Iteration 142Q: 3 clusters Score -1.091206e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2012 members 
Mstep: Class 2 contains 55882 members 
Entering Unmasked Estep 
Score: -10912060.000000 Penalty: 5439.318848
	Iteration 143Q: 3 clusters Score -1.091206e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 55890 members 
Entering Unmasked Estep 
Score: -10912060.000000 Penalty: 5439.318848
	Iteration 144Q: 3 clusters Score -1.091206e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 55896 members 
Entering Unmasked Estep 
Score: -10912051.000000 Penalty: 5439.318848
	Iteration 145Q: 3 clusters Score -1.091205e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 55906 members 
Entering Unmasked Estep 
Score: -10912054.000000 Penalty: 5439.318848
	Iteration 146Q: 3 clusters Score -1.091205e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 55912 members 
Entering Unmasked Estep 
Score: -10912058.000000 Penalty: 5439.318848
	Iteration 147Q: 3 clusters Score -1.091206e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 55916 members 
Entering Unmasked Estep 
Score: -10912061.000000 Penalty: 5439.318848
	Iteration 148Q: 3 clusters Score -1.091206e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 55919 members 
Entering Unmasked Estep 
Score: -10912042.000000 Penalty: 5439.318848
	Iteration 149Q: 3 clusters Score -1.091204e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 55921 members 
Entering Unmasked Estep 
Score: -10912052.000000 Penalty: 5439.318848
	Iteration 150Q: 3 clusters Score -1.091205e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 55924 members 
Entering Unmasked Estep 
Score: -10912059.000000 Penalty: 5439.318848
	Iteration 151Q: 3 clusters Score -1.091206e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 55928 members 
Entering Unmasked Estep 
Score: -10912064.000000 Penalty: 5439.318848
	Iteration 152Q: 3 clusters Score -1.091206e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -10912061.000000 Penalty: 5439.318848
	Iteration 153Q: 3 clusters Score -1.091206e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 55929 members 
Entering Unmasked Estep 
Score: -10912061.000000 Penalty: 5439.318848
	Iteration 154F: 3 clusters Score -1.091206e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17583 members 
Entering Unmasked Estep 
Score: -3314460.500000 Penalty: 2424.122559
	Iteration 0F: 2 clusters Score -3314460 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 8814 members 
Entering Unmasked Estep 
Score: -3302082.000000 Penalty: 4848.245117
	Iteration 0F: 3 clusters Score -3302082 nChanged 7596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9032 members 
Entering Unmasked Estep 
Score: -3306129.500000 Penalty: 4848.245117
	Iteration 1F: 3 clusters Score -3306130 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8435 members 
Mstep: Class 2 contains 9148 members 
Entering Unmasked Estep 
Score: -3306511.750000 Penalty: 4848.245117
	Iteration 2F: 3 clusters Score -3306512 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8312 members 
Mstep: Class 2 contains 9271 members 
Entering Unmasked Estep 
Score: -3306798.500000 Penalty: 4848.245117
	Iteration 3Q: 3 clusters Score -3306798 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8139 members 
Mstep: Class 2 contains 9444 members 
Entering Unmasked Estep 
Score: -3307075.000000 Penalty: 4848.245117
	Iteration 4Q: 3 clusters Score -3307075 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7927 members 
Mstep: Class 2 contains 9656 members 
Entering Unmasked Estep 
Score: -3307320.750000 Penalty: 4848.245117
	Iteration 5Q: 3 clusters Score -3307321 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3307612.750000 Penalty: 4848.245117
	Iteration 6Q: 3 clusters Score -3307613 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7307 members 
Mstep: Class 2 contains 10276 members 
Entering Unmasked Estep 
Score: -3307919.250000 Penalty: 4848.245117
	Iteration 7Q: 3 clusters Score -3307919 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6937 members 
Mstep: Class 2 contains 10646 members 
Entering Unmasked Estep 
Score: -3308279.500000 Penalty: 4848.245117
	Iteration 8Q: 3 clusters Score -3308280 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -3308672.250000 Penalty: 4848.245117
	Iteration 9Q: 3 clusters Score -3308672 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 11480 members 
Entering Unmasked Estep 
Score: -3309109.500000 Penalty: 4848.245117
	Iteration 10Q: 3 clusters Score -3309110 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5676 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -3309521.000000 Penalty: 4848.245117
	Iteration 11Q: 3 clusters Score -3309521 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5268 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -3309897.750000 Penalty: 4848.245117
	Iteration 12Q: 3 clusters Score -3309898 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 12676 members 
Entering Unmasked Estep 
Score: -3310248.000000 Penalty: 4848.245117
	Iteration 13Q: 3 clusters Score -3310248 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4588 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -3310551.250000 Penalty: 4848.245117
	Iteration 14Q: 3 clusters Score -3310551 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4285 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -3310779.750000 Penalty: 4848.245117
	Iteration 15Q: 3 clusters Score -3310780 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4019 members 
Mstep: Class 2 contains 13564 members 
Entering Unmasked Estep 
Score: -3310958.500000 Penalty: 4848.245117
	Iteration 16Q: 3 clusters Score -3310958 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3777 members 
Mstep: Class 2 contains 13806 members 
Entering Unmasked Estep 
Score: -3311067.250000 Penalty: 4848.245117
	Iteration 17Q: 3 clusters Score -3311067 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 14032 members 
Entering Unmasked Estep 
Score: -3311186.000000 Penalty: 4848.245117
	Iteration 18Q: 3 clusters Score -3311186 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -3311299.750000 Penalty: 4848.245117
	Iteration 19Q: 3 clusters Score -3311300 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 14469 members 
Entering Unmasked Estep 
Score: -3311414.500000 Penalty: 4848.245117
	Iteration 20F: 3 clusters Score -3311414 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -3311507.500000 Penalty: 4848.245117
	Iteration 21Q: 3 clusters Score -3311508 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 14814 members 
Entering Unmasked Estep 
Score: -3311563.000000 Penalty: 4848.245117
	Iteration 22Q: 3 clusters Score -3311563 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 14968 members 
Entering Unmasked Estep 
Score: -3311631.500000 Penalty: 4848.245117
	Iteration 23Q: 3 clusters Score -3311632 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2470 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -3311681.500000 Penalty: 4848.245117
	Iteration 24Q: 3 clusters Score -3311682 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2342 members 
Mstep: Class 2 contains 15241 members 
Entering Unmasked Estep 
Score: -3311740.000000 Penalty: 4848.245117
	Iteration 25Q: 3 clusters Score -3311740 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2227 members 
Mstep: Class 2 contains 15356 members 
Entering Unmasked Estep 
Score: -3311790.500000 Penalty: 4848.245117
	Iteration 26Q: 3 clusters Score -3311790 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 15464 members 
Entering Unmasked Estep 
Score: -3311835.500000 Penalty: 4848.245117
	Iteration 27Q: 3 clusters Score -3311836 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 15558 members 
Entering Unmasked Estep 
Score: -3311878.750000 Penalty: 4848.245117
	Iteration 28Q: 3 clusters Score -3311879 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 15664 members 
Entering Unmasked Estep 
Score: -3311920.500000 Penalty: 4848.245117
	Iteration 29Q: 3 clusters Score -3311920 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 15781 members 
Entering Unmasked Estep 
Score: -3311982.000000 Penalty: 4848.245117
	Iteration 30Q: 3 clusters Score -3311982 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 15886 members 
Entering Unmasked Estep 
Score: -3312026.750000 Penalty: 4848.245117
	Iteration 31Q: 3 clusters Score -3312027 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -3312067.500000 Penalty: 4848.245117
	Iteration 32Q: 3 clusters Score -3312068 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 16077 members 
Entering Unmasked Estep 
Score: -3312105.750000 Penalty: 4848.245117
	Iteration 33Q: 3 clusters Score -3312106 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -3312133.500000 Penalty: 4848.245117
	Iteration 34Q: 3 clusters Score -3312134 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 16226 members 
Entering Unmasked Estep 
Score: -3312164.000000 Penalty: 4848.245117
	Iteration 35Q: 3 clusters Score -3312164 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 16293 members 
Entering Unmasked Estep 
Score: -3312192.750000 Penalty: 4848.245117
	Iteration 36Q: 3 clusters Score -3312193 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 16373 members 
Entering Unmasked Estep 
Score: -3312230.750000 Penalty: 4848.245117
	Iteration 37Q: 3 clusters Score -3312231 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1151 members 
Mstep: Class 2 contains 16432 members 
Entering Unmasked Estep 
Score: -3312262.250000 Penalty: 4848.245117
	Iteration 38Q: 3 clusters Score -3312262 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -3312266.750000 Penalty: 4848.245117
	Iteration 39Q: 3 clusters Score -3312267 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 16506 members 
Entering Unmasked Estep 
Score: -3312278.250000 Penalty: 4848.245117
	Iteration 40F: 3 clusters Score -3312278 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 16536 members 
Entering Unmasked Estep 
Score: -3312286.500000 Penalty: 4848.245117
	Iteration 41Q: 3 clusters Score -3312286 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 16563 members 
Entering Unmasked Estep 
Score: -3312302.250000 Penalty: 4848.245117
	Iteration 42Q: 3 clusters Score -3312302 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 988 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -3312324.750000 Penalty: 4848.245117
	Iteration 43Q: 3 clusters Score -3312325 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 16622 members 
Entering Unmasked Estep 
Score: -3312341.750000 Penalty: 4848.245117
	Iteration 44Q: 3 clusters Score -3312342 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 938 members 
Mstep: Class 2 contains 16645 members 
Entering Unmasked Estep 
Score: -3312349.000000 Penalty: 4848.245117
	Iteration 45Q: 3 clusters Score -3312349 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 928 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -3312354.750000 Penalty: 4848.245117
	Iteration 46Q: 3 clusters Score -3312355 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 16660 members 
Entering Unmasked Estep 
Score: -3312359.500000 Penalty: 4848.245117
	Iteration 47Q: 3 clusters Score -3312360 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 16667 members 
Entering Unmasked Estep 
Score: -3312358.750000 Penalty: 4848.245117
	Iteration 48Q: 3 clusters Score -3312359 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 906 members 
Mstep: Class 2 contains 16677 members 
Entering Unmasked Estep 
Score: -3312364.500000 Penalty: 4848.245117
	Iteration 49Q: 3 clusters Score -3312364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 891 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -3312366.500000 Penalty: 4848.245117
	Iteration 50Q: 3 clusters Score -3312366 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 16707 members 
Entering Unmasked Estep 
Score: -3312371.250000 Penalty: 4848.245117
	Iteration 51Q: 3 clusters Score -3312371 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 16719 members 
Entering Unmasked Estep 
Score: -3312373.000000 Penalty: 4848.245117
	Iteration 52Q: 3 clusters Score -3312373 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 16727 members 
Entering Unmasked Estep 
Score: -3312375.000000 Penalty: 4848.245117
	Iteration 53Q: 3 clusters Score -3312375 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 16735 members 
Entering Unmasked Estep 
Score: -3312381.250000 Penalty: 4848.245117
	Iteration 54Q: 3 clusters Score -3312381 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 16741 members 
Entering Unmasked Estep 
Score: -3312380.250000 Penalty: 4848.245117
	Iteration 55Q: 3 clusters Score -3312380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -3312382.500000 Penalty: 4848.245117
	Iteration 56Q: 3 clusters Score -3312382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 16747 members 
Entering Unmasked Estep 
Score: -3312380.000000 Penalty: 4848.245117
	Iteration 57Q: 3 clusters Score -3312380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 16748 members 
Entering Unmasked Estep 
Score: -3312380.000000 Penalty: 4848.245117
	Iteration 58Q: 3 clusters Score -3312380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 16749 members 
Entering Unmasked Estep 
Score: -3312380.250000 Penalty: 4848.245117
	Iteration 59Q: 3 clusters Score -3312380 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 16750 members 
Entering Unmasked Estep 
Score: -3312386.250000 Penalty: 4848.245117
	Iteration 60F: 3 clusters Score -3312386 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (30932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30932 members 
Entering Unmasked Estep 
Score: -5923656.000000 Penalty: 2564.207520
	Iteration 0F: 2 clusters Score -5923656 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -5903200.500000 Penalty: 5128.415039
	Iteration 0F: 3 clusters Score -5903200 nChanged 14025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14885 members 
Mstep: Class 2 contains 16047 members 
Entering Unmasked Estep 
Score: -5910782.000000 Penalty: 5128.415039
	Iteration 1F: 3 clusters Score -5910782 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14518 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -5911252.500000 Penalty: 5128.415039
	Iteration 2Q: 3 clusters Score -5911252 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14029 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -5911677.500000 Penalty: 5128.415039
	Iteration 3Q: 3 clusters Score -5911678 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13366 members 
Mstep: Class 2 contains 17566 members 
Entering Unmasked Estep 
Score: -5912096.000000 Penalty: 5128.415039
	Iteration 4Q: 3 clusters Score -5912096 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12426 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -5912588.000000 Penalty: 5128.415039
	Iteration 5Q: 3 clusters Score -5912588 nChanged 1389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -5913258.500000 Penalty: 5128.415039
	Iteration 6Q: 3 clusters Score -5913258 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9662 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -5914208.500000 Penalty: 5128.415039
	Iteration 7F: 3 clusters Score -5914208 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7837 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -5915427.500000 Penalty: 5128.415039
	Iteration 8F: 3 clusters Score -5915428 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5808 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -5917011.500000 Penalty: 5128.415039
	Iteration 9F: 3 clusters Score -5917012 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3880 members 
Mstep: Class 2 contains 27052 members 
Entering Unmasked Estep 
Score: -5918634.500000 Penalty: 5128.415039
	Iteration 10F: 3 clusters Score -5918634 nChanged 1529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 28579 members 
Entering Unmasked Estep 
Score: -5919872.500000 Penalty: 5128.415039
	Iteration 11Q: 3 clusters Score -5919872 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 29531 members 
Entering Unmasked Estep 
Score: -5920631.000000 Penalty: 5128.415039
	Iteration 12Q: 3 clusters Score -5920631 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 30043 members 
Entering Unmasked Estep 
Score: -5921002.500000 Penalty: 5128.415039
	Iteration 13Q: 3 clusters Score -5921002 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -5921247.000000 Penalty: 5128.415039
	Iteration 14Q: 3 clusters Score -5921247 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 30378 members 
Entering Unmasked Estep 
Score: -5921347.500000 Penalty: 5128.415039
	Iteration 15Q: 3 clusters Score -5921348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 30431 members 
Entering Unmasked Estep 
Score: -5921404.000000 Penalty: 5128.415039
	Iteration 16Q: 3 clusters Score -5921404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -5921436.500000 Penalty: 5128.415039
	Iteration 17Q: 3 clusters Score -5921436 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 30483 members 
Entering Unmasked Estep 
Score: -5921470.500000 Penalty: 5128.415039
	Iteration 18Q: 3 clusters Score -5921470 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 30498 members 
Entering Unmasked Estep 
Score: -5921494.500000 Penalty: 5128.415039
	Iteration 19Q: 3 clusters Score -5921494 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 30506 members 
Entering Unmasked Estep 
Score: -5921506.000000 Penalty: 5128.415039
	Iteration 20F: 3 clusters Score -5921506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 30509 members 
Entering Unmasked Estep 
Score: -5921505.500000 Penalty: 5128.415039
	Iteration 21Q: 3 clusters Score -5921506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 30515 members 
Entering Unmasked Estep 
Score: -5921508.500000 Penalty: 5128.415039
	Iteration 22Q: 3 clusters Score -5921508 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -5921519.500000 Penalty: 5128.415039
	Iteration 23Q: 3 clusters Score -5921520 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 30525 members 
Entering Unmasked Estep 
Score: -5921529.000000 Penalty: 5128.415039
	Iteration 24Q: 3 clusters Score -5921529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 30529 members 
Entering Unmasked Estep 
Score: -5921537.000000 Penalty: 5128.415039
	Iteration 25Q: 3 clusters Score -5921537 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -5921542.000000 Penalty: 5128.415039
	Iteration 26Q: 3 clusters Score -5921542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -5921547.000000 Penalty: 5128.415039
	Iteration 27Q: 3 clusters Score -5921547 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 30532 members 
Entering Unmasked Estep 
Score: -5921547.000000 Penalty: 5128.415039
	Iteration 28F: 3 clusters Score -5921547 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59293 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59293 members 
Entering Unmasked Estep 
Score: -10734405.000000 Penalty: 2725.581299
	Iteration 0F: 2 clusters Score -1.07344e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29505 members 
Mstep: Class 2 contains 29788 members 
Entering Unmasked Estep 
Score: -10695624.000000 Penalty: 5451.162598
	Iteration 0F: 3 clusters Score -1.069562e+07 nChanged 27641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28558 members 
Mstep: Class 2 contains 30735 members 
Entering Unmasked Estep 
Score: -10711265.000000 Penalty: 5451.162598
	Iteration 1F: 3 clusters Score -1.071126e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 31358 members 
Entering Unmasked Estep 
Score: -10711849.000000 Penalty: 5451.162598
	Iteration 2Q: 3 clusters Score -1.071185e+07 nChanged 2242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27001 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -10712569.000000 Penalty: 5451.162598
	Iteration 3Q: 3 clusters Score -1.071257e+07 nChanged 2382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25587 members 
Mstep: Class 2 contains 33706 members 
Entering Unmasked Estep 
Score: -10713474.000000 Penalty: 5451.162598
	Iteration 4Q: 3 clusters Score -1.071347e+07 nChanged 2599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 35633 members 
Entering Unmasked Estep 
Score: -10714688.000000 Penalty: 5451.162598
	Iteration 5Q: 3 clusters Score -1.071469e+07 nChanged 3087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21063 members 
Mstep: Class 2 contains 38230 members 
Entering Unmasked Estep 
Score: -10716340.000000 Penalty: 5451.162598
	Iteration 6F: 3 clusters Score -1.071634e+07 nChanged 3476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 41402 members 
Entering Unmasked Estep 
Score: -10718627.000000 Penalty: 5451.162598
	Iteration 7F: 3 clusters Score -1.071863e+07 nChanged 3733
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14400 members 
Mstep: Class 2 contains 44893 members 
Entering Unmasked Estep 
Score: -10721446.000000 Penalty: 5451.162598
	Iteration 8F: 3 clusters Score -1.072145e+07 nChanged 3562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 48275 members 
Entering Unmasked Estep 
Score: -10724203.000000 Penalty: 5451.162598
	Iteration 9F: 3 clusters Score -1.07242e+07 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 51279 members 
Entering Unmasked Estep 
Score: -10726590.000000 Penalty: 5451.162598
	Iteration 10F: 3 clusters Score -1.072659e+07 nChanged 2381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5717 members 
Mstep: Class 2 contains 53576 members 
Entering Unmasked Estep 
Score: -10728365.000000 Penalty: 5451.162598
	Iteration 11Q: 3 clusters Score -1.072836e+07 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 55252 members 
Entering Unmasked Estep 
Score: -10729712.000000 Penalty: 5451.162598
	Iteration 12Q: 3 clusters Score -1.072971e+07 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2876 members 
Mstep: Class 2 contains 56417 members 
Entering Unmasked Estep 
Score: -10730514.000000 Penalty: 5451.162598
	Iteration 13Q: 3 clusters Score -1.073051e+07 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 57147 members 
Entering Unmasked Estep 
Score: -10731014.000000 Penalty: 5451.162598
	Iteration 14Q: 3 clusters Score -1.073101e+07 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 57674 members 
Entering Unmasked Estep 
Score: -10731282.000000 Penalty: 5451.162598
	Iteration 15Q: 3 clusters Score -1.073128e+07 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 57995 members 
Entering Unmasked Estep 
Score: -10731457.000000 Penalty: 5451.162598
	Iteration 16Q: 3 clusters Score -1.073146e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 58236 members 
Entering Unmasked Estep 
Score: -10731602.000000 Penalty: 5451.162598
	Iteration 17Q: 3 clusters Score -1.07316e+07 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 58379 members 
Entering Unmasked Estep 
Score: -10731713.000000 Penalty: 5451.162598
	Iteration 18Q: 3 clusters Score -1.073171e+07 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 58471 members 
Entering Unmasked Estep 
Score: -10731777.000000 Penalty: 5451.162598
	Iteration 19Q: 3 clusters Score -1.073178e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 58539 members 
Entering Unmasked Estep 
Score: -10731826.000000 Penalty: 5451.162598
	Iteration 20F: 3 clusters Score -1.073183e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 58591 members 
Entering Unmasked Estep 
Score: -10731866.000000 Penalty: 5451.162598
	Iteration 21Q: 3 clusters Score -1.073187e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 58627 members 
Entering Unmasked Estep 
Score: -10731902.000000 Penalty: 5451.162598
	Iteration 22Q: 3 clusters Score -1.07319e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 58666 members 
Entering Unmasked Estep 
Score: -10731930.000000 Penalty: 5451.162598
	Iteration 23Q: 3 clusters Score -1.073193e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 58696 members 
Entering Unmasked Estep 
Score: -10731958.000000 Penalty: 5451.162598
	Iteration 24Q: 3 clusters Score -1.073196e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 58717 members 
Entering Unmasked Estep 
Score: -10731985.000000 Penalty: 5451.162598
	Iteration 25Q: 3 clusters Score -1.073198e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 58734 members 
Entering Unmasked Estep 
Score: -10732010.000000 Penalty: 5451.162598
	Iteration 26Q: 3 clusters Score -1.073201e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 58755 members 
Entering Unmasked Estep 
Score: -10732021.000000 Penalty: 5451.162598
	Iteration 27Q: 3 clusters Score -1.073202e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 58763 members 
Entering Unmasked Estep 
Score: -10732027.000000 Penalty: 5451.162598
	Iteration 28Q: 3 clusters Score -1.073203e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 58774 members 
Entering Unmasked Estep 
Score: -10732041.000000 Penalty: 5451.162598
	Iteration 29Q: 3 clusters Score -1.073204e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 58786 members 
Entering Unmasked Estep 
Score: -10732054.000000 Penalty: 5451.162598
	Iteration 30Q: 3 clusters Score -1.073205e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 58791 members 
Entering Unmasked Estep 
Score: -10732070.000000 Penalty: 5451.162598
	Iteration 31Q: 3 clusters Score -1.073207e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 58800 members 
Entering Unmasked Estep 
Score: -10732077.000000 Penalty: 5451.162598
	Iteration 32Q: 3 clusters Score -1.073208e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 58805 members 
Entering Unmasked Estep 
Score: -10732077.000000 Penalty: 5451.162598
	Iteration 33Q: 3 clusters Score -1.073208e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -10732086.000000 Penalty: 5451.162598
	Iteration 34Q: 3 clusters Score -1.073209e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 58806 members 
Entering Unmasked Estep 
Score: -10732086.000000 Penalty: 5451.162598
	Iteration 35F: 3 clusters Score -1.073209e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Entering Unmasked Estep 
Score: -92343.398438 Penalty: 1546.133911
	Iteration 0F: 2 clusters Score -92343.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90862.406250 Penalty: 3092.267822
	Iteration 0F: 3 clusters Score -90862.41 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -91071.000000 Penalty: 3092.267822
	Iteration 1F: 3 clusters Score -91071 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -91163.117188 Penalty: 3092.267822
	Iteration 2F: 3 clusters Score -91163.12 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -91220.460938 Penalty: 3092.267822
	Iteration 3Q: 3 clusters Score -91220.46 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 191 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -91281.140625 Penalty: 3092.267822
	Iteration 4Q: 3 clusters Score -91281.14 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -91356.882812 Penalty: 3092.267822
	Iteration 5Q: 3 clusters Score -91356.88 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -91442.179688 Penalty: 3092.267822
	Iteration 6F: 3 clusters Score -91442.18 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91576.531250 Penalty: 3092.267822
	Iteration 7Q: 3 clusters Score -91576.53 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91713.156250 Penalty: 3092.267822
	Iteration 8Q: 3 clusters Score -91713.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91838.640625 Penalty: 3092.267822
	Iteration 9Q: 3 clusters Score -91838.64 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 116 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -91880.585938 Penalty: 3092.267822
	Iteration 10Q: 3 clusters Score -91880.59 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91930.976562 Penalty: 3092.267822
	Iteration 11Q: 3 clusters Score -91930.98 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -91960.257812 Penalty: 3092.267822
	Iteration 12Q: 3 clusters Score -91960.26 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -91998.406250 Penalty: 3092.267822
	Iteration 13Q: 3 clusters Score -91998.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92002.718750 Penalty: 3092.267822
	Iteration 14Q: 3 clusters Score -92002.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 120 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -92002.718750 Penalty: 3092.267822
	Iteration 15F: 3 clusters Score -92002.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18932 members 
Entering Unmasked Estep 
Score: -3801470.500000 Penalty: 2442.455078
	Iteration 0F: 2 clusters Score -3801470 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9495 members 
Mstep: Class 2 contains 9437 members 
Entering Unmasked Estep 
Score: -3788092.250000 Penalty: 4884.910156
	Iteration 0F: 3 clusters Score -3788092 nChanged 8290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9755 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -3792420.000000 Penalty: 4884.910156
	Iteration 1F: 3 clusters Score -3792420 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9975 members 
Mstep: Class 2 contains 8957 members 
Entering Unmasked Estep 
Score: -3792766.250000 Penalty: 4884.910156
	Iteration 2Q: 3 clusters Score -3792766 nChanged 862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 8671 members 
Entering Unmasked Estep 
Score: -3793069.000000 Penalty: 4884.910156
	Iteration 3Q: 3 clusters Score -3793069 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10645 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -3793367.000000 Penalty: 4884.910156
	Iteration 4Q: 3 clusters Score -3793367 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11151 members 
Mstep: Class 2 contains 7781 members 
Entering Unmasked Estep 
Score: -3793695.750000 Penalty: 4884.910156
	Iteration 5Q: 3 clusters Score -3793696 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11790 members 
Mstep: Class 2 contains 7142 members 
Entering Unmasked Estep 
Score: -3794090.750000 Penalty: 4884.910156
	Iteration 6Q: 3 clusters Score -3794091 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12512 members 
Mstep: Class 2 contains 6420 members 
Entering Unmasked Estep 
Score: -3794533.000000 Penalty: 4884.910156
	Iteration 7Q: 3 clusters Score -3794533 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13356 members 
Mstep: Class 2 contains 5576 members 
Entering Unmasked Estep 
Score: -3795099.250000 Penalty: 4884.910156
	Iteration 8F: 3 clusters Score -3795099 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14300 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -3795810.500000 Penalty: 4884.910156
	Iteration 9F: 3 clusters Score -3795810 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15304 members 
Mstep: Class 2 contains 3628 members 
Entering Unmasked Estep 
Score: -3796619.750000 Penalty: 4884.910156
	Iteration 10F: 3 clusters Score -3796620 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -3797386.000000 Penalty: 4884.910156
	Iteration 11Q: 3 clusters Score -3797386 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16952 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
Score: -3798065.750000 Penalty: 4884.910156
	Iteration 12Q: 3 clusters Score -3798066 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 1475 members 
Entering Unmasked Estep 
Score: -3798558.000000 Penalty: 4884.910156
	Iteration 13Q: 3 clusters Score -3798558 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17755 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3798905.500000 Penalty: 4884.910156
	Iteration 14Q: 3 clusters Score -3798906 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -3799115.500000 Penalty: 4884.910156
	Iteration 15Q: 3 clusters Score -3799116 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18016 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -3799229.000000 Penalty: 4884.910156
	Iteration 16Q: 3 clusters Score -3799229 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18085 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -3799290.750000 Penalty: 4884.910156
	Iteration 17Q: 3 clusters Score -3799291 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3799327.000000 Penalty: 4884.910156
	Iteration 18Q: 3 clusters Score -3799327 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18160 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -3799368.500000 Penalty: 4884.910156
	Iteration 19Q: 3 clusters Score -3799368 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18183 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -3799381.000000 Penalty: 4884.910156
	Iteration 20F: 3 clusters Score -3799381 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -3799387.750000 Penalty: 4884.910156
	Iteration 21Q: 3 clusters Score -3799388 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18213 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -3799394.250000 Penalty: 4884.910156
	Iteration 22Q: 3 clusters Score -3799394 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18224 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -3799409.250000 Penalty: 4884.910156
	Iteration 23Q: 3 clusters Score -3799409 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -3799412.250000 Penalty: 4884.910156
	Iteration 24Q: 3 clusters Score -3799412 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -3799421.000000 Penalty: 4884.910156
	Iteration 25Q: 3 clusters Score -3799421 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18262 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -3799429.500000 Penalty: 4884.910156
	Iteration 26Q: 3 clusters Score -3799430 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18274 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -3799443.000000 Penalty: 4884.910156
	Iteration 27Q: 3 clusters Score -3799443 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -3799453.000000 Penalty: 4884.910156
	Iteration 28Q: 3 clusters Score -3799453 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18301 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -3799456.000000 Penalty: 4884.910156
	Iteration 29Q: 3 clusters Score -3799456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18306 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -3799462.500000 Penalty: 4884.910156
	Iteration 30Q: 3 clusters Score -3799462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18312 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -3799470.500000 Penalty: 4884.910156
	Iteration 31Q: 3 clusters Score -3799470 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -3799473.750000 Penalty: 4884.910156
	Iteration 32Q: 3 clusters Score -3799474 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18317 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -3799474.750000 Penalty: 4884.910156
	Iteration 33Q: 3 clusters Score -3799475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18319 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -3799478.500000 Penalty: 4884.910156
	Iteration 34Q: 3 clusters Score -3799478 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3799477.500000 Penalty: 4884.910156
	Iteration 35Q: 3 clusters Score -3799478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18320 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3799477.500000 Penalty: 4884.910156
	Iteration 36F: 3 clusters Score -3799478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9839 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9839 members 
Entering Unmasked Estep 
Score: -1870068.375000 Penalty: 2280.138916
	Iteration 0F: 2 clusters Score -1870068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4954 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -1862501.875000 Penalty: 4560.277832
	Iteration 0F: 3 clusters Score -1862502 nChanged 4122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -1864719.125000 Penalty: 4560.277832
	Iteration 1F: 3 clusters Score -1864719 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4981 members 
Mstep: Class 2 contains 4858 members 
Entering Unmasked Estep 
Score: -1864945.000000 Penalty: 4560.277832
	Iteration 2F: 3 clusters Score -1864945 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4986 members 
Mstep: Class 2 contains 4853 members 
Entering Unmasked Estep 
Score: -1865090.125000 Penalty: 4560.277832
	Iteration 3Q: 3 clusters Score -1865090 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4983 members 
Mstep: Class 2 contains 4856 members 
Entering Unmasked Estep 
Score: -1865198.125000 Penalty: 4560.277832
	Iteration 4Q: 3 clusters Score -1865198 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5005 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -1865283.375000 Penalty: 4560.277832
	Iteration 5Q: 3 clusters Score -1865283 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5026 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1865343.375000 Penalty: 4560.277832
	Iteration 6Q: 3 clusters Score -1865343 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5054 members 
Mstep: Class 2 contains 4785 members 
Entering Unmasked Estep 
Score: -1865392.375000 Penalty: 4560.277832
	Iteration 7Q: 3 clusters Score -1865392 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 4769 members 
Entering Unmasked Estep 
Score: -1865442.875000 Penalty: 4560.277832
	Iteration 8Q: 3 clusters Score -1865443 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5097 members 
Mstep: Class 2 contains 4742 members 
Entering Unmasked Estep 
Score: -1865476.125000 Penalty: 4560.277832
	Iteration 9Q: 3 clusters Score -1865476 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5118 members 
Mstep: Class 2 contains 4721 members 
Entering Unmasked Estep 
Score: -1865508.500000 Penalty: 4560.277832
	Iteration 10Q: 3 clusters Score -1865508 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 4709 members 
Entering Unmasked Estep 
Score: -1865525.000000 Penalty: 4560.277832
	Iteration 11Q: 3 clusters Score -1865525 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5167 members 
Mstep: Class 2 contains 4672 members 
Entering Unmasked Estep 
Score: -1865552.125000 Penalty: 4560.277832
	Iteration 12Q: 3 clusters Score -1865552 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1865580.375000 Penalty: 4560.277832
	Iteration 13Q: 3 clusters Score -1865580 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5252 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1865606.250000 Penalty: 4560.277832
	Iteration 14Q: 3 clusters Score -1865606 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5303 members 
Mstep: Class 2 contains 4536 members 
Entering Unmasked Estep 
Score: -1865634.625000 Penalty: 4560.277832
	Iteration 15Q: 3 clusters Score -1865635 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5365 members 
Mstep: Class 2 contains 4474 members 
Entering Unmasked Estep 
Score: -1865667.375000 Penalty: 4560.277832
	Iteration 16Q: 3 clusters Score -1865667 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5441 members 
Mstep: Class 2 contains 4398 members 
Entering Unmasked Estep 
Score: -1865700.000000 Penalty: 4560.277832
	Iteration 17Q: 3 clusters Score -1865700 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5513 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1865740.250000 Penalty: 4560.277832
	Iteration 18Q: 3 clusters Score -1865740 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5596 members 
Mstep: Class 2 contains 4243 members 
Entering Unmasked Estep 
Score: -1865768.375000 Penalty: 4560.277832
	Iteration 19Q: 3 clusters Score -1865768 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5694 members 
Mstep: Class 2 contains 4145 members 
Entering Unmasked Estep 
Score: -1865825.875000 Penalty: 4560.277832
	Iteration 20F: 3 clusters Score -1865826 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5798 members 
Mstep: Class 2 contains 4041 members 
Entering Unmasked Estep 
Score: -1865891.875000 Penalty: 4560.277832
	Iteration 21Q: 3 clusters Score -1865892 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5945 members 
Mstep: Class 2 contains 3894 members 
Entering Unmasked Estep 
Score: -1865988.875000 Penalty: 4560.277832
	Iteration 22Q: 3 clusters Score -1865989 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6123 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -1866125.875000 Penalty: 4560.277832
	Iteration 23Q: 3 clusters Score -1866126 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6319 members 
Mstep: Class 2 contains 3520 members 
Entering Unmasked Estep 
Score: -1866289.125000 Penalty: 4560.277832
	Iteration 24Q: 3 clusters Score -1866289 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 3300 members 
Entering Unmasked Estep 
Score: -1866471.750000 Penalty: 4560.277832
	Iteration 25Q: 3 clusters Score -1866472 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6725 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -1866632.250000 Penalty: 4560.277832
	Iteration 26Q: 3 clusters Score -1866632 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6899 members 
Mstep: Class 2 contains 2940 members 
Entering Unmasked Estep 
Score: -1866795.125000 Penalty: 4560.277832
	Iteration 27Q: 3 clusters Score -1866795 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -1866954.375000 Penalty: 4560.277832
	Iteration 28Q: 3 clusters Score -1866954 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -1867110.875000 Penalty: 4560.277832
	Iteration 29Q: 3 clusters Score -1867111 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 2477 members 
Entering Unmasked Estep 
Score: -1867237.750000 Penalty: 4560.277832
	Iteration 30Q: 3 clusters Score -1867238 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -1867359.250000 Penalty: 4560.277832
	Iteration 31Q: 3 clusters Score -1867359 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 2214 members 
Entering Unmasked Estep 
Score: -1867458.500000 Penalty: 4560.277832
	Iteration 32Q: 3 clusters Score -1867458 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7729 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -1867546.375000 Penalty: 4560.277832
	Iteration 33Q: 3 clusters Score -1867546 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7824 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -1867614.500000 Penalty: 4560.277832
	Iteration 34Q: 3 clusters Score -1867614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1867672.125000 Penalty: 4560.277832
	Iteration 35Q: 3 clusters Score -1867672 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8003 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -1867726.125000 Penalty: 4560.277832
	Iteration 36Q: 3 clusters Score -1867726 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8070 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -1867778.125000 Penalty: 4560.277832
	Iteration 37Q: 3 clusters Score -1867778 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 1699 members 
Entering Unmasked Estep 
Score: -1867814.875000 Penalty: 4560.277832
	Iteration 38Q: 3 clusters Score -1867815 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -1867843.250000 Penalty: 4560.277832
	Iteration 39Q: 3 clusters Score -1867843 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1867858.500000 Penalty: 4560.277832
	Iteration 40F: 3 clusters Score -1867858 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8268 members 
Mstep: Class 2 contains 1571 members 
Entering Unmasked Estep 
Score: -1867879.750000 Penalty: 4560.277832
	Iteration 41Q: 3 clusters Score -1867880 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -1867892.375000 Penalty: 4560.277832
	Iteration 42Q: 3 clusters Score -1867892 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8331 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1867904.125000 Penalty: 4560.277832
	Iteration 43Q: 3 clusters Score -1867904 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8358 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -1867915.000000 Penalty: 4560.277832
	Iteration 44Q: 3 clusters Score -1867915 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -1867922.000000 Penalty: 4560.277832
	Iteration 45Q: 3 clusters Score -1867922 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8409 members 
Mstep: Class 2 contains 1430 members 
Entering Unmasked Estep 
Score: -1867937.250000 Penalty: 4560.277832
	Iteration 46Q: 3 clusters Score -1867937 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8433 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -1867942.875000 Penalty: 4560.277832
	Iteration 47Q: 3 clusters Score -1867943 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8449 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1867949.875000 Penalty: 4560.277832
	Iteration 48Q: 3 clusters Score -1867950 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8467 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -1867961.000000 Penalty: 4560.277832
	Iteration 49Q: 3 clusters Score -1867961 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8485 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1867969.125000 Penalty: 4560.277832
	Iteration 50Q: 3 clusters Score -1867969 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8503 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -1867980.125000 Penalty: 4560.277832
	Iteration 51Q: 3 clusters Score -1867980 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8524 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -1867985.000000 Penalty: 4560.277832
	Iteration 52Q: 3 clusters Score -1867985 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8544 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -1867987.500000 Penalty: 4560.277832
	Iteration 53Q: 3 clusters Score -1867988 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8559 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1867995.750000 Penalty: 4560.277832
	Iteration 54Q: 3 clusters Score -1867996 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 1273 members 
Entering Unmasked Estep 
Score: -1867997.750000 Penalty: 4560.277832
	Iteration 55Q: 3 clusters Score -1867998 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -1868001.625000 Penalty: 4560.277832
	Iteration 56Q: 3 clusters Score -1868002 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -1868003.250000 Penalty: 4560.277832
	Iteration 57Q: 3 clusters Score -1868003 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8574 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -1868003.000000 Penalty: 4560.277832
	Iteration 58Q: 3 clusters Score -1868003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8578 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1868000.250000 Penalty: 4560.277832
	Iteration 59Q: 3 clusters Score -1868000 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8583 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1868007.625000 Penalty: 4560.277832
	Iteration 60F: 3 clusters Score -1868008 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1868011.125000 Penalty: 4560.277832
	Iteration 61Q: 3 clusters Score -1868011 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1868013.750000 Penalty: 4560.277832
	Iteration 62Q: 3 clusters Score -1868014 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8608 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1868018.875000 Penalty: 4560.277832
	Iteration 63Q: 3 clusters Score -1868019 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8615 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -1868022.750000 Penalty: 4560.277832
	Iteration 64Q: 3 clusters Score -1868023 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8620 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -1868024.750000 Penalty: 4560.277832
	Iteration 65Q: 3 clusters Score -1868025 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 1212 members 
Entering Unmasked Estep 
Score: -1868026.750000 Penalty: 4560.277832
	Iteration 66Q: 3 clusters Score -1868027 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -1868029.500000 Penalty: 4560.277832
	Iteration 67Q: 3 clusters Score -1868030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8646 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -1868031.500000 Penalty: 4560.277832
	Iteration 68Q: 3 clusters Score -1868032 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8661 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -1868040.375000 Penalty: 4560.277832
	Iteration 69Q: 3 clusters Score -1868040 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8673 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1868045.625000 Penalty: 4560.277832
	Iteration 70Q: 3 clusters Score -1868046 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8679 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1868051.375000 Penalty: 4560.277832
	Iteration 71Q: 3 clusters Score -1868051 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8684 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1868052.625000 Penalty: 4560.277832
	Iteration 72Q: 3 clusters Score -1868053 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8694 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1868055.625000 Penalty: 4560.277832
	Iteration 73Q: 3 clusters Score -1868056 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1868062.000000 Penalty: 4560.277832
	Iteration 74Q: 3 clusters Score -1868062 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8706 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -1868062.750000 Penalty: 4560.277832
	Iteration 75Q: 3 clusters Score -1868063 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8712 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1868067.125000 Penalty: 4560.277832
	Iteration 76Q: 3 clusters Score -1868067 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1868072.875000 Penalty: 4560.277832
	Iteration 77Q: 3 clusters Score -1868073 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8723 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1868072.250000 Penalty: 4560.277832
	Iteration 78Q: 3 clusters Score -1868072 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -1868069.375000 Penalty: 4560.277832
	Iteration 79Q: 3 clusters Score -1868069 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 1108 members 
Entering Unmasked Estep 
Score: -1868075.125000 Penalty: 4560.277832
	Iteration 80F: 3 clusters Score -1868075 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8737 members 
Mstep: Class 2 contains 1102 members 
Entering Unmasked Estep 
Score: -1868075.000000 Penalty: 4560.277832
	Iteration 81Q: 3 clusters Score -1868075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1868074.875000 Penalty: 4560.277832
	Iteration 82Q: 3 clusters Score -1868075 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8743 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1868076.375000 Penalty: 4560.277832
	Iteration 83Q: 3 clusters Score -1868076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1868077.250000 Penalty: 4560.277832
	Iteration 84Q: 3 clusters Score -1868077 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1868075.125000 Penalty: 4560.277832
	Iteration 85Q: 3 clusters Score -1868075 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1868075.125000 Penalty: 4560.277832
	Iteration 86F: 3 clusters Score -1868075 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1049 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Entering Unmasked Estep 
Score: -172920.156250 Penalty: 1724.986938
	Iteration 0F: 2 clusters Score -172920.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -170984.093750 Penalty: 3449.973877
	Iteration 0F: 3 clusters Score -170984.1 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -171339.171875 Penalty: 3449.973877
	Iteration 1F: 3 clusters Score -171339.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -171497.406250 Penalty: 3449.973877
	Iteration 2F: 3 clusters Score -171497.4 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -171591.375000 Penalty: 3449.973877
	Iteration 3F: 3 clusters Score -171591.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -171675.687500 Penalty: 3449.973877
	Iteration 4Q: 3 clusters Score -171675.7 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -171748.312500 Penalty: 3449.973877
	Iteration 5Q: 3 clusters Score -171748.3 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -171797.656250 Penalty: 3449.973877
	Iteration 6Q: 3 clusters Score -171797.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -171841.718750 Penalty: 3449.973877
	Iteration 7Q: 3 clusters Score -171841.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -171876.015625 Penalty: 3449.973877
	Iteration 8Q: 3 clusters Score -171876 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -171895.156250 Penalty: 3449.973877
	Iteration 9Q: 3 clusters Score -171895.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -171911.015625 Penalty: 3449.973877
	Iteration 10Q: 3 clusters Score -171911 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -171933.968750 Penalty: 3449.973877
	Iteration 11Q: 3 clusters Score -171934 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -171964.937500 Penalty: 3449.973877
	Iteration 12Q: 3 clusters Score -171964.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -171984.546875 Penalty: 3449.973877
	Iteration 13Q: 3 clusters Score -171984.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -171998.203125 Penalty: 3449.973877
	Iteration 14Q: 3 clusters Score -171998.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -172033.781250 Penalty: 3449.973877
	Iteration 15Q: 3 clusters Score -172033.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -172053.984375 Penalty: 3449.973877
	Iteration 16Q: 3 clusters Score -172054 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -172069.359375 Penalty: 3449.973877
	Iteration 17Q: 3 clusters Score -172069.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -172081.171875 Penalty: 3449.973877
	Iteration 18Q: 3 clusters Score -172081.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -172108.484375 Penalty: 3449.973877
	Iteration 19Q: 3 clusters Score -172108.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -172153.375000 Penalty: 3449.973877
	Iteration 20F: 3 clusters Score -172153.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -172168.609375 Penalty: 3449.973877
	Iteration 21Q: 3 clusters Score -172168.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -172177.515625 Penalty: 3449.973877
	Iteration 22Q: 3 clusters Score -172177.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -172188.703125 Penalty: 3449.973877
	Iteration 23Q: 3 clusters Score -172188.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -172209.062500 Penalty: 3449.973877
	Iteration 24Q: 3 clusters Score -172209.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -172227.171875 Penalty: 3449.973877
	Iteration 25Q: 3 clusters Score -172227.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -172254.671875 Penalty: 3449.973877
	Iteration 26Q: 3 clusters Score -172254.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -172301.921875 Penalty: 3449.973877
	Iteration 27Q: 3 clusters Score -172301.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -172354.921875 Penalty: 3449.973877
	Iteration 28Q: 3 clusters Score -172354.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -172440.125000 Penalty: 3449.973877
	Iteration 29Q: 3 clusters Score -172440.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -172596.890625 Penalty: 3449.973877
	Iteration 30Q: 3 clusters Score -172596.9 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -172738.156250 Penalty: 3449.973877
	Iteration 31Q: 3 clusters Score -172738.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 618 members 
Entering Unmasked Estep 
Score: -172843.031250 Penalty: 3449.973877
	Iteration 32Q: 3 clusters Score -172843 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -172946.062500 Penalty: 3449.973877
	Iteration 33Q: 3 clusters Score -172946.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -173045.156250 Penalty: 3449.973877
	Iteration 34Q: 3 clusters Score -173045.2 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -173109.375000 Penalty: 3449.973877
	Iteration 35Q: 3 clusters Score -173109.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -173155.312500 Penalty: 3449.973877
	Iteration 36Q: 3 clusters Score -173155.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -173185.156250 Penalty: 3449.973877
	Iteration 37Q: 3 clusters Score -173185.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -173196.671875 Penalty: 3449.973877
	Iteration 38Q: 3 clusters Score -173196.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -173200.437500 Penalty: 3449.973877
	Iteration 39Q: 3 clusters Score -173200.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -173212.687500 Penalty: 3449.973877
	Iteration 40F: 3 clusters Score -173212.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -173251.437500 Penalty: 3449.973877
	Iteration 41Q: 3 clusters Score -173251.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -173266.406250 Penalty: 3449.973877
	Iteration 42Q: 3 clusters Score -173266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -173266.406250 Penalty: 3449.973877
	Iteration 43F: 3 clusters Score -173266.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 7943 members 
Mstep: Class 3 contains 35628 members 
Mstep: Class 4 contains 42444 members 
Mstep: Class 5 contains 25701 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 37962 members 
Mstep: Class 8 contains 52292 members 
Mstep: Class 9 contains 57894 members 
Mstep: Class 10 contains 17583 members 
Mstep: Class 11 contains 30932 members 
Mstep: Class 12 contains 59293 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18932 members 
Mstep: Class 15 contains 9839 members 
Mstep: Class 16 contains 515 members 
Mstep: Class 17 contains 38000 members 
Mstep: Class 18 contains 6013 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25928 members 
Mstep: Class 22 contains 33510 members 
Mstep: Class 23 contains 30128 members 
Mstep: Class 24 contains 23202 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 40600 members 
Mstep: Class 27 contains 57613 members 
Mstep: Class 28 contains 57016 members 
Mstep: Class 29 contains 4279 members 
Mstep: Class 30 contains 21812 members 
Mstep: Class 31 contains 57523 members 
Mstep: Class 32 contains 25177 members 
Mstep: Class 33 contains 42913 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45228 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 32509 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23229 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30421 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47247 members 
Mstep: Class 47 contains 35648 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 534 members 
Entering Unmasked Estep 
Score: -207957408.000000 Penalty: 169222.343750
Splitting cluster 16 changes total score from -207958656.000000 to -207957408.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (38000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38000 members 
Entering Unmasked Estep 
Score: -7145483.500000 Penalty: 2615.244629
	Iteration 0F: 2 clusters Score -7145484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19049 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -7119985.500000 Penalty: 5230.489258
	Iteration 0F: 3 clusters Score -7119986 nChanged 17440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -7129828.000000 Penalty: 5230.489258
	Iteration 1F: 3 clusters Score -7129828 nChanged 1718
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20137 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -7130368 nChanged 1576
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20483 members 
Mstep: Class 2 contains 17517 members 
Entering Unmasked Estep 
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	Iteration 3Q: 3 clusters Score -7130930 nChanged 1472
Entering Unmasked Mstep 
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Mstep: Class 1 contains 20953 members 
Mstep: Class 2 contains 17047 members 
Entering Unmasked Estep 
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	Iteration 4Q: 3 clusters Score -7131468 nChanged 1411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 16522 members 
Entering Unmasked Estep 
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	Iteration 5Q: 3 clusters Score -7132054 nChanged 1454
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22136 members 
Mstep: Class 2 contains 15864 members 
Entering Unmasked Estep 
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	Iteration 6Q: 3 clusters Score -7132697 nChanged 1538
Entering Unmasked Mstep 
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Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 15044 members 
Entering Unmasked Estep 
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	Iteration 7Q: 3 clusters Score -7133472 nChanged 1637
Entering Unmasked Mstep 
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Mstep: Class 1 contains 23817 members 
Mstep: Class 2 contains 14183 members 
Entering Unmasked Estep 
Score: -7134353.500000 Penalty: 5230.489258
	Iteration 8Q: 3 clusters Score -7134354 nChanged 1711
Entering Unmasked Mstep 
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Mstep: Class 1 contains 24728 members 
Mstep: Class 2 contains 13272 members 
Entering Unmasked Estep 
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	Iteration 9Q: 3 clusters Score -7135397 nChanged 1724
Entering Unmasked Mstep 
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Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 12428 members 
Entering Unmasked Estep 
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	Iteration 10Q: 3 clusters Score -7136519 nChanged 1681
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26203 members 
Mstep: Class 2 contains 11797 members 
Entering Unmasked Estep 
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	Iteration 11Q: 3 clusters Score -7137559 nChanged 1544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26617 members 
Mstep: Class 2 contains 11383 members 
Entering Unmasked Estep 
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	Iteration 12Q: 3 clusters Score -7138403 nChanged 1310
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26903 members 
Mstep: Class 2 contains 11097 members 
Entering Unmasked Estep 
Score: -7139034.500000 Penalty: 5230.489258
	Iteration 13Q: 3 clusters Score -7139034 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27150 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -7139374.500000 Penalty: 5230.489258
	Iteration 14Q: 3 clusters Score -7139374 nChanged 629
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27381 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
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	Iteration 15Q: 3 clusters Score -7139600 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27613 members 
Mstep: Class 2 contains 10387 members 
Entering Unmasked Estep 
Score: -7139705.500000 Penalty: 5230.489258
	Iteration 16Q: 3 clusters Score -7139706 nChanged 343
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27830 members 
Mstep: Class 2 contains 10170 members 
Entering Unmasked Estep 
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	Iteration 17Q: 3 clusters Score -7139780 nChanged 294
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28064 members 
Mstep: Class 2 contains 9936 members 
Entering Unmasked Estep 
Score: -7139826.500000 Penalty: 5230.489258
	Iteration 18Q: 3 clusters Score -7139826 nChanged 271
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Mstep: Class 1 contains 28301 members 
Mstep: Class 2 contains 9699 members 
Entering Unmasked Estep 
Score: -7139896.500000 Penalty: 5230.489258
	Iteration 19Q: 3 clusters Score -7139896 nChanged 289
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Mstep: Class 1 contains 28554 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -7139976.000000 Penalty: 5230.489258
	Iteration 20F: 3 clusters Score -7139976 nChanged 279
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28809 members 
Mstep: Class 2 contains 9191 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -7140086 nChanged 286
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29065 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
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	Iteration 22Q: 3 clusters Score -7140186 nChanged 254
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29287 members 
Mstep: Class 2 contains 8713 members 
Entering Unmasked Estep 
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	Iteration 23Q: 3 clusters Score -7140257 nChanged 273
Entering Unmasked Mstep 
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Mstep: Class 1 contains 29522 members 
Mstep: Class 2 contains 8478 members 
Entering Unmasked Estep 
Score: -7140327.000000 Penalty: 5230.489258
	Iteration 24Q: 3 clusters Score -7140327 nChanged 287
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Mstep: Class 1 contains 29773 members 
Mstep: Class 2 contains 8227 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7140413 nChanged 293
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30024 members 
Mstep: Class 2 contains 7976 members 
Entering Unmasked Estep 
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	Iteration 26Q: 3 clusters Score -7140524 nChanged 319
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30289 members 
Mstep: Class 2 contains 7711 members 
Entering Unmasked Estep 
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	Iteration 27Q: 3 clusters Score -7140613 nChanged 323
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30566 members 
Mstep: Class 2 contains 7434 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -7140739 nChanged 315
Entering Unmasked Mstep 
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Mstep: Class 1 contains 30849 members 
Mstep: Class 2 contains 7151 members 
Entering Unmasked Estep 
Score: -7140845.500000 Penalty: 5230.489258
	Iteration 29Q: 3 clusters Score -7140846 nChanged 309
Entering Unmasked Mstep 
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Mstep: Class 1 contains 31140 members 
Mstep: Class 2 contains 6860 members 
Entering Unmasked Estep 
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	Iteration 30Q: 3 clusters Score -7140926 nChanged 350
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Mstep: Class 1 contains 31462 members 
Mstep: Class 2 contains 6538 members 
Entering Unmasked Estep 
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	Iteration 31Q: 3 clusters Score -7141088 nChanged 326
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Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 6244 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -7141244 nChanged 324
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Mstep: Class 1 contains 32056 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -7141376 nChanged 287
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Mstep: Class 1 contains 32315 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
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	Iteration 34Q: 3 clusters Score -7141486 nChanged 271
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Mstep: Class 1 contains 32562 members 
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Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -7141586 nChanged 249
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Mstep: Class 1 contains 32787 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -7141640 nChanged 237
Entering Unmasked Mstep 
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Mstep: Class 1 contains 32994 members 
Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -7141716 nChanged 211
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33171 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -7141771 nChanged 192
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33337 members 
Mstep: Class 2 contains 4663 members 
Entering Unmasked Estep 
Score: -7141831.000000 Penalty: 5230.489258
	Iteration 39Q: 3 clusters Score -7141831 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33503 members 
Mstep: Class 2 contains 4497 members 
Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -7141898 nChanged 196
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33677 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
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	Iteration 41Q: 3 clusters Score -7141948 nChanged 176
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33843 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -7141993 nChanged 166
Entering Unmasked Mstep 
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Mstep: Class 1 contains 33997 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -7142037 nChanged 147
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34136 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
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	Iteration 44Q: 3 clusters Score -7142095 nChanged 146
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34270 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -7142146 nChanged 152
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Mstep: Class 1 contains 34412 members 
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Entering Unmasked Estep 
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	Iteration 46Q: 3 clusters Score -7142190 nChanged 142
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Mstep: Class 1 contains 34544 members 
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Entering Unmasked Estep 
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	Iteration 47Q: 3 clusters Score -7142236 nChanged 144
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34668 members 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -7142264 nChanged 145
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Mstep: Class 1 contains 34801 members 
Mstep: Class 2 contains 3199 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -7142338 nChanged 117
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Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 3094 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -7142388 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35005 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -7142420 nChanged 118
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35111 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -7142467 nChanged 102
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35203 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -7142514.500000 Penalty: 5230.489258
	Iteration 53Q: 3 clusters Score -7142514 nChanged 100
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Mstep: Class 1 contains 35291 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -7142530 nChanged 91
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35378 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -7142571 nChanged 78
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Mstep: Class 1 contains 35446 members 
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Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -7142598 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35508 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -7142625.500000 Penalty: 5230.489258
	Iteration 57Q: 3 clusters Score -7142626 nChanged 71
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35571 members 
Mstep: Class 2 contains 2429 members 
Entering Unmasked Estep 
Score: -7142663.500000 Penalty: 5230.489258
	Iteration 58Q: 3 clusters Score -7142664 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35627 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -7142683 nChanged 66
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Mstep: Class 1 contains 35683 members 
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -7142706 nChanged 64
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Mstep: Class 1 contains 35737 members 
Mstep: Class 2 contains 2263 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -7142716 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35794 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -7142726 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35848 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -7142758 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35894 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -7142785 nChanged 41
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Mstep: Class 1 contains 35933 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7142788 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 35964 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -7142803.500000 Penalty: 5230.489258
	Iteration 66Q: 3 clusters Score -7142804 nChanged 34
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Mstep: Class 1 contains 35988 members 
Mstep: Class 2 contains 2012 members 
Entering Unmasked Estep 
Score: -7142806.000000 Penalty: 5230.489258
	Iteration 67Q: 3 clusters Score -7142806 nChanged 44
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Mstep: Class 1 contains 36020 members 
Mstep: Class 2 contains 1980 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -7142829 nChanged 42
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Mstep: Class 1 contains 36056 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -7142854 nChanged 40
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Mstep: Class 1 contains 36090 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -7142864 nChanged 29
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Mstep: Class 1 contains 36117 members 
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Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -7142880 nChanged 42
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Mstep: Class 1 contains 36155 members 
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Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -7142877 nChanged 48
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	Iteration 73Q: 3 clusters Score -7142896 nChanged 33
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Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -7142912 nChanged 39
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Mstep: Class 1 contains 36255 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -7142918 nChanged 42
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	Iteration 76Q: 3 clusters Score -7142930 nChanged 34
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Mstep: Class 1 contains 36319 members 
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	Iteration 77Q: 3 clusters Score -7142939 nChanged 29
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	Iteration 78Q: 3 clusters Score -7142958 nChanged 28
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Mstep: Class 1 contains 36368 members 
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	Iteration 79Q: 3 clusters Score -7142970 nChanged 21
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Mstep: Class 1 contains 36385 members 
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	Iteration 80F: 3 clusters Score -7142976 nChanged 26
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	Iteration 81Q: 3 clusters Score -7142975 nChanged 20
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	Iteration 82Q: 3 clusters Score -7142981 nChanged 24
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	Iteration 83Q: 3 clusters Score -7142994 nChanged 19
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	Iteration 84Q: 3 clusters Score -7143002 nChanged 20
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	Iteration 85Q: 3 clusters Score -7143019 nChanged 23
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -7143038 nChanged 22
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	Iteration 87Q: 3 clusters Score -7143038 nChanged 22
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	Iteration 88Q: 3 clusters Score -7143054 nChanged 28
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	Iteration 89Q: 3 clusters Score -7143057 nChanged 25
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	Iteration 90Q: 3 clusters Score -7143066 nChanged 30
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	Iteration 91Q: 3 clusters Score -7143068 nChanged 25
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	Iteration 92Q: 3 clusters Score -7143072 nChanged 23
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -7143088 nChanged 15
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	Iteration 94Q: 3 clusters Score -7143088 nChanged 14
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	Iteration 95Q: 3 clusters Score -7143094 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36702 members 
Mstep: Class 2 contains 1298 members 
Entering Unmasked Estep 
Score: -7143095.500000 Penalty: 5230.489258
	Iteration 96Q: 3 clusters Score -7143096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36707 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -7143106.500000 Penalty: 5230.489258
	Iteration 97Q: 3 clusters Score -7143106 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36714 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -7143110.500000 Penalty: 5230.489258
	Iteration 98Q: 3 clusters Score -7143110 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36722 members 
Mstep: Class 2 contains 1278 members 
Entering Unmasked Estep 
Score: -7143108.500000 Penalty: 5230.489258
	Iteration 99Q: 3 clusters Score -7143108 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36726 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -7143106.000000 Penalty: 5230.489258
	Iteration 100F: 3 clusters Score -7143106 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36730 members 
Mstep: Class 2 contains 1270 members 
Entering Unmasked Estep 
Score: -7143111.000000 Penalty: 5230.489258
	Iteration 101Q: 3 clusters Score -7143111 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36736 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -7143111.500000 Penalty: 5230.489258
	Iteration 102Q: 3 clusters Score -7143112 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -7143113.500000 Penalty: 5230.489258
	Iteration 103Q: 3 clusters Score -7143114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36739 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -7143116.000000 Penalty: 5230.489258
	Iteration 104Q: 3 clusters Score -7143116 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36740 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -7143114.000000 Penalty: 5230.489258
	Iteration 105Q: 3 clusters Score -7143114 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7143115.500000 Penalty: 5230.489258
	Iteration 106Q: 3 clusters Score -7143116 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36741 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -7143115.500000 Penalty: 5230.489258
	Iteration 107F: 3 clusters Score -7143116 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (6013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6013 members 
Entering Unmasked Estep 
Score: -1076478.250000 Penalty: 2158.016357
	Iteration 0F: 2 clusters Score -1076478 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2999 members 
Mstep: Class 2 contains 3014 members 
Entering Unmasked Estep 
Score: -1071290.875000 Penalty: 4316.032715
	Iteration 0F: 3 clusters Score -1071291 nChanged 2335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -1072525.000000 Penalty: 4316.032715
	Iteration 1F: 3 clusters Score -1072525 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 3156 members 
Entering Unmasked Estep 
Score: -1072816.625000 Penalty: 4316.032715
	Iteration 2F: 3 clusters Score -1072817 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 3230 members 
Entering Unmasked Estep 
Score: -1073065.625000 Penalty: 4316.032715
	Iteration 3F: 3 clusters Score -1073066 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 3309 members 
Entering Unmasked Estep 
Score: -1073294.250000 Penalty: 4316.032715
	Iteration 4F: 3 clusters Score -1073294 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1073482.000000 Penalty: 4316.032715
	Iteration 5Q: 3 clusters Score -1073482 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 3459 members 
Entering Unmasked Estep 
Score: -1073627.000000 Penalty: 4316.032715
	Iteration 6Q: 3 clusters Score -1073627 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -1073771.375000 Penalty: 4316.032715
	Iteration 7Q: 3 clusters Score -1073771 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2473 members 
Mstep: Class 2 contains 3540 members 
Entering Unmasked Estep 
Score: -1073903.250000 Penalty: 4316.032715
	Iteration 8Q: 3 clusters Score -1073903 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2436 members 
Mstep: Class 2 contains 3577 members 
Entering Unmasked Estep 
Score: -1074003.625000 Penalty: 4316.032715
	Iteration 9Q: 3 clusters Score -1074004 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2388 members 
Mstep: Class 2 contains 3625 members 
Entering Unmasked Estep 
Score: -1074075.500000 Penalty: 4316.032715
	Iteration 10Q: 3 clusters Score -1074076 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -1074152.500000 Penalty: 4316.032715
	Iteration 11Q: 3 clusters Score -1074152 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1074208.750000 Penalty: 4316.032715
	Iteration 12Q: 3 clusters Score -1074209 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -1074253.750000 Penalty: 4316.032715
	Iteration 13Q: 3 clusters Score -1074254 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 3832 members 
Entering Unmasked Estep 
Score: -1074290.875000 Penalty: 4316.032715
	Iteration 14Q: 3 clusters Score -1074291 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -1074329.125000 Penalty: 4316.032715
	Iteration 15Q: 3 clusters Score -1074329 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 3905 members 
Entering Unmasked Estep 
Score: -1074355.000000 Penalty: 4316.032715
	Iteration 16Q: 3 clusters Score -1074355 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -1074373.250000 Penalty: 4316.032715
	Iteration 17Q: 3 clusters Score -1074373 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 3955 members 
Entering Unmasked Estep 
Score: -1074389.875000 Penalty: 4316.032715
	Iteration 18Q: 3 clusters Score -1074390 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -1074401.250000 Penalty: 4316.032715
	Iteration 19Q: 3 clusters Score -1074401 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 4003 members 
Entering Unmasked Estep 
Score: -1074413.750000 Penalty: 4316.032715
	Iteration 20F: 3 clusters Score -1074414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 4019 members 
Entering Unmasked Estep 
Score: -1074421.125000 Penalty: 4316.032715
	Iteration 21Q: 3 clusters Score -1074421 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 4035 members 
Entering Unmasked Estep 
Score: -1074433.000000 Penalty: 4316.032715
	Iteration 22Q: 3 clusters Score -1074433 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 4044 members 
Entering Unmasked Estep 
Score: -1074440.500000 Penalty: 4316.032715
	Iteration 23Q: 3 clusters Score -1074440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 4048 members 
Entering Unmasked Estep 
Score: -1074443.750000 Penalty: 4316.032715
	Iteration 24Q: 3 clusters Score -1074444 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 4050 members 
Entering Unmasked Estep 
Score: -1074451.500000 Penalty: 4316.032715
	Iteration 25Q: 3 clusters Score -1074452 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 4059 members 
Entering Unmasked Estep 
Score: -1074457.375000 Penalty: 4316.032715
	Iteration 26Q: 3 clusters Score -1074457 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1946 members 
Mstep: Class 2 contains 4067 members 
Entering Unmasked Estep 
Score: -1074459.250000 Penalty: 4316.032715
	Iteration 27Q: 3 clusters Score -1074459 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 4069 members 
Entering Unmasked Estep 
Score: -1074461.750000 Penalty: 4316.032715
	Iteration 28Q: 3 clusters Score -1074462 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 4075 members 
Entering Unmasked Estep 
Score: -1074465.500000 Penalty: 4316.032715
	Iteration 29Q: 3 clusters Score -1074466 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 4084 members 
Entering Unmasked Estep 
Score: -1074468.750000 Penalty: 4316.032715
	Iteration 30Q: 3 clusters Score -1074469 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1074469.000000 Penalty: 4316.032715
	Iteration 31Q: 3 clusters Score -1074469 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 4095 members 
Entering Unmasked Estep 
Score: -1074471.000000 Penalty: 4316.032715
	Iteration 32Q: 3 clusters Score -1074471 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1074474.500000 Penalty: 4316.032715
	Iteration 33Q: 3 clusters Score -1074474 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1074480.875000 Penalty: 4316.032715
	Iteration 34Q: 3 clusters Score -1074481 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 4127 members 
Entering Unmasked Estep 
Score: -1074482.500000 Penalty: 4316.032715
	Iteration 35Q: 3 clusters Score -1074482 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 4135 members 
Entering Unmasked Estep 
Score: -1074484.875000 Penalty: 4316.032715
	Iteration 36Q: 3 clusters Score -1074485 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 4141 members 
Entering Unmasked Estep 
Score: -1074486.500000 Penalty: 4316.032715
	Iteration 37Q: 3 clusters Score -1074486 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1862 members 
Mstep: Class 2 contains 4151 members 
Entering Unmasked Estep 
Score: -1074490.750000 Penalty: 4316.032715
	Iteration 38Q: 3 clusters Score -1074491 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 4158 members 
Entering Unmasked Estep 
Score: -1074495.000000 Penalty: 4316.032715
	Iteration 39Q: 3 clusters Score -1074495 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 4170 members 
Entering Unmasked Estep 
Score: -1074499.500000 Penalty: 4316.032715
	Iteration 40F: 3 clusters Score -1074500 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1074502.500000 Penalty: 4316.032715
	Iteration 41Q: 3 clusters Score -1074502 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 4187 members 
Entering Unmasked Estep 
Score: -1074506.375000 Penalty: 4316.032715
	Iteration 42Q: 3 clusters Score -1074506 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 4204 members 
Entering Unmasked Estep 
Score: -1074512.125000 Penalty: 4316.032715
	Iteration 43Q: 3 clusters Score -1074512 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 4212 members 
Entering Unmasked Estep 
Score: -1074515.750000 Penalty: 4316.032715
	Iteration 44Q: 3 clusters Score -1074516 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 4221 members 
Entering Unmasked Estep 
Score: -1074519.375000 Penalty: 4316.032715
	Iteration 45Q: 3 clusters Score -1074519 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1781 members 
Mstep: Class 2 contains 4232 members 
Entering Unmasked Estep 
Score: -1074521.000000 Penalty: 4316.032715
	Iteration 46Q: 3 clusters Score -1074521 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 4237 members 
Entering Unmasked Estep 
Score: -1074522.375000 Penalty: 4316.032715
	Iteration 47Q: 3 clusters Score -1074522 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 4244 members 
Entering Unmasked Estep 
Score: -1074525.125000 Penalty: 4316.032715
	Iteration 48Q: 3 clusters Score -1074525 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1760 members 
Mstep: Class 2 contains 4253 members 
Entering Unmasked Estep 
Score: -1074528.250000 Penalty: 4316.032715
	Iteration 49Q: 3 clusters Score -1074528 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1750 members 
Mstep: Class 2 contains 4263 members 
Entering Unmasked Estep 
Score: -1074532.250000 Penalty: 4316.032715
	Iteration 50Q: 3 clusters Score -1074532 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1741 members 
Mstep: Class 2 contains 4272 members 
Entering Unmasked Estep 
Score: -1074535.625000 Penalty: 4316.032715
	Iteration 51Q: 3 clusters Score -1074536 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1730 members 
Mstep: Class 2 contains 4283 members 
Entering Unmasked Estep 
Score: -1074540.250000 Penalty: 4316.032715
	Iteration 52Q: 3 clusters Score -1074540 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 4297 members 
Entering Unmasked Estep 
Score: -1074543.250000 Penalty: 4316.032715
	Iteration 53Q: 3 clusters Score -1074543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1709 members 
Mstep: Class 2 contains 4304 members 
Entering Unmasked Estep 
Score: -1074546.000000 Penalty: 4316.032715
	Iteration 54Q: 3 clusters Score -1074546 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1074549.375000 Penalty: 4316.032715
	Iteration 55Q: 3 clusters Score -1074549 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 4332 members 
Entering Unmasked Estep 
Score: -1074559.500000 Penalty: 4316.032715
	Iteration 56Q: 3 clusters Score -1074560 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 4347 members 
Entering Unmasked Estep 
Score: -1074562.000000 Penalty: 4316.032715
	Iteration 57Q: 3 clusters Score -1074562 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -1074564.000000 Penalty: 4316.032715
	Iteration 58Q: 3 clusters Score -1074564 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -1074569.625000 Penalty: 4316.032715
	Iteration 59Q: 3 clusters Score -1074570 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1074572.125000 Penalty: 4316.032715
	Iteration 60F: 3 clusters Score -1074572 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1638 members 
Mstep: Class 2 contains 4375 members 
Entering Unmasked Estep 
Score: -1074574.875000 Penalty: 4316.032715
	Iteration 61Q: 3 clusters Score -1074575 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1633 members 
Mstep: Class 2 contains 4380 members 
Entering Unmasked Estep 
Score: -1074575.375000 Penalty: 4316.032715
	Iteration 62Q: 3 clusters Score -1074575 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1074576.500000 Penalty: 4316.032715
	Iteration 63Q: 3 clusters Score -1074576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 4383 members 
Entering Unmasked Estep 
Score: -1074578.250000 Penalty: 4316.032715
	Iteration 64Q: 3 clusters Score -1074578 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 4387 members 
Entering Unmasked Estep 
Score: -1074578.000000 Penalty: 4316.032715
	Iteration 65Q: 3 clusters Score -1074578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1074577.375000 Penalty: 4316.032715
	Iteration 66Q: 3 clusters Score -1074577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1623 members 
Mstep: Class 2 contains 4390 members 
Entering Unmasked Estep 
Score: -1074577.250000 Penalty: 4316.032715
	Iteration 67Q: 3 clusters Score -1074577 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 4394 members 
Entering Unmasked Estep 
Score: -1074582.625000 Penalty: 4316.032715
	Iteration 68Q: 3 clusters Score -1074583 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1074583.250000 Penalty: 4316.032715
	Iteration 69Q: 3 clusters Score -1074583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1606 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1074585.750000 Penalty: 4316.032715
	Iteration 70Q: 3 clusters Score -1074586 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 4411 members 
Entering Unmasked Estep 
Score: -1074585.375000 Penalty: 4316.032715
	Iteration 71Q: 3 clusters Score -1074585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 4415 members 
Entering Unmasked Estep 
Score: -1074585.375000 Penalty: 4316.032715
	Iteration 72Q: 3 clusters Score -1074585 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1074587.125000 Penalty: 4316.032715
	Iteration 73Q: 3 clusters Score -1074587 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 4417 members 
Entering Unmasked Estep 
Score: -1074587.125000 Penalty: 4316.032715
	Iteration 74F: 3 clusters Score -1074587 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5653 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5653 members 
Entering Unmasked Estep 
Score: -988555.062500 Penalty: 2142.705322
	Iteration 0F: 2 clusters Score -988555.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -983643.187500 Penalty: 4285.410645
	Iteration 0F: 3 clusters Score -983643.2 nChanged 2201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 3036 members 
Entering Unmasked Estep 
Score: -985004.875000 Penalty: 4285.410645
	Iteration 1F: 3 clusters Score -985004.9 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 3172 members 
Entering Unmasked Estep 
Score: -985426.437500 Penalty: 4285.410645
	Iteration 2F: 3 clusters Score -985426.4 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2319 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -985865.750000 Penalty: 4285.410645
	Iteration 3F: 3 clusters Score -985865.8 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 3382 members 
Entering Unmasked Estep 
Score: -986188.125000 Penalty: 4285.410645
	Iteration 4F: 3 clusters Score -986188.1 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -986436.437500 Penalty: 4285.410645
	Iteration 5F: 3 clusters Score -986436.4 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2338 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -986660.937500 Penalty: 4285.410645
	Iteration 6F: 3 clusters Score -986660.9 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2451 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -986871.375000 Penalty: 4285.410645
	Iteration 7Q: 3 clusters Score -986871.4 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2574 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -987060.375000 Penalty: 4285.410645
	Iteration 8Q: 3 clusters Score -987060.4 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2706 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -987235.812500 Penalty: 4285.410645
	Iteration 9Q: 3 clusters Score -987235.8 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2845 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -987412.187500 Penalty: 4285.410645
	Iteration 10Q: 3 clusters Score -987412.2 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -987533.937500 Penalty: 4285.410645
	Iteration 11Q: 3 clusters Score -987533.9 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 2583 members 
Entering Unmasked Estep 
Score: -987605.625000 Penalty: 4285.410645
	Iteration 12Q: 3 clusters Score -987605.6 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -987673.187500 Penalty: 4285.410645
	Iteration 13Q: 3 clusters Score -987673.2 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -987728.562500 Penalty: 4285.410645
	Iteration 14Q: 3 clusters Score -987728.6 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 2350 members 
Entering Unmasked Estep 
Score: -987781.187500 Penalty: 4285.410645
	Iteration 15Q: 3 clusters Score -987781.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -987818.312500 Penalty: 4285.410645
	Iteration 16Q: 3 clusters Score -987818.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3418 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -987854.375000 Penalty: 4285.410645
	Iteration 17Q: 3 clusters Score -987854.4 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 2197 members 
Entering Unmasked Estep 
Score: -987871.562500 Penalty: 4285.410645
	Iteration 18Q: 3 clusters Score -987871.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 2171 members 
Entering Unmasked Estep 
Score: -987882.000000 Penalty: 4285.410645
	Iteration 19Q: 3 clusters Score -987882 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2155 members 
Entering Unmasked Estep 
Score: -987891.875000 Penalty: 4285.410645
	Iteration 20F: 3 clusters Score -987891.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3515 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -987897.375000 Penalty: 4285.410645
	Iteration 21Q: 3 clusters Score -987897.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -987906.000000 Penalty: 4285.410645
	Iteration 22Q: 3 clusters Score -987906 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3559 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -987917.625000 Penalty: 4285.410645
	Iteration 23Q: 3 clusters Score -987917.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -987928.875000 Penalty: 4285.410645
	Iteration 24Q: 3 clusters Score -987928.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -987939.625000 Penalty: 4285.410645
	Iteration 25Q: 3 clusters Score -987939.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -987951.437500 Penalty: 4285.410645
	Iteration 26Q: 3 clusters Score -987951.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3638 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -987957.812500 Penalty: 4285.410645
	Iteration 27Q: 3 clusters Score -987957.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3653 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -987962.187500 Penalty: 4285.410645
	Iteration 28Q: 3 clusters Score -987962.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3669 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -987968.812500 Penalty: 4285.410645
	Iteration 29Q: 3 clusters Score -987968.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -987979.000000 Penalty: 4285.410645
	Iteration 30Q: 3 clusters Score -987979 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -987990.250000 Penalty: 4285.410645
	Iteration 31Q: 3 clusters Score -987990.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -988003.000000 Penalty: 4285.410645
	Iteration 32Q: 3 clusters Score -988003 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -988013.500000 Penalty: 4285.410645
	Iteration 33Q: 3 clusters Score -988013.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3778 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -988025.062500 Penalty: 4285.410645
	Iteration 34Q: 3 clusters Score -988025.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -988037.312500 Penalty: 4285.410645
	Iteration 35Q: 3 clusters Score -988037.3 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 1820 members 
Entering Unmasked Estep 
Score: -988053.562500 Penalty: 4285.410645
	Iteration 36Q: 3 clusters Score -988053.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -988057.562500 Penalty: 4285.410645
	Iteration 37Q: 3 clusters Score -988057.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3858 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -988064.625000 Penalty: 4285.410645
	Iteration 38Q: 3 clusters Score -988064.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -988065.500000 Penalty: 4285.410645
	Iteration 39Q: 3 clusters Score -988065.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1781 members 
Entering Unmasked Estep 
Score: -988068.937500 Penalty: 4285.410645
	Iteration 40F: 3 clusters Score -988068.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -988070.375000 Penalty: 4285.410645
	Iteration 41Q: 3 clusters Score -988070.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -988069.812500 Penalty: 4285.410645
	Iteration 42Q: 3 clusters Score -988069.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -988071.312500 Penalty: 4285.410645
	Iteration 43Q: 3 clusters Score -988071.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -988074.562500 Penalty: 4285.410645
	Iteration 44Q: 3 clusters Score -988074.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3897 members 
Mstep: Class 2 contains 1756 members 
Entering Unmasked Estep 
Score: -988076.750000 Penalty: 4285.410645
	Iteration 45Q: 3 clusters Score -988076.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3899 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -988076.937500 Penalty: 4285.410645
	Iteration 46Q: 3 clusters Score -988076.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -988075.687500 Penalty: 4285.410645
	Iteration 47Q: 3 clusters Score -988075.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3903 members 
Mstep: Class 2 contains 1750 members 
Entering Unmasked Estep 
Score: -988075.937500 Penalty: 4285.410645
	Iteration 48Q: 3 clusters Score -988075.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -988080.125000 Penalty: 4285.410645
	Iteration 49Q: 3 clusters Score -988080.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -988078.187500 Penalty: 4285.410645
	Iteration 50Q: 3 clusters Score -988078.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -988078.187500 Penalty: 4285.410645
	Iteration 51F: 3 clusters Score -988078.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (190 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Entering Unmasked Estep 
Score: -25375.292969 Penalty: 1301.261963
	Iteration 0F: 2 clusters Score -25375.29 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 104 members 
Entering Unmasked Estep 
Score: -24762.285156 Penalty: 2602.523926
	Iteration 0F: 3 clusters Score -24762.29 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -24982.714844 Penalty: 2602.523926
	Iteration 1F: 3 clusters Score -24982.71 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25008.644531 Penalty: 2602.523926
	Iteration 2Q: 3 clusters Score -25008.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 107 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -25018.480469 Penalty: 2602.523926
	Iteration 3Q: 3 clusters Score -25018.48 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -25031.736328 Penalty: 2602.523926
	Iteration 4Q: 3 clusters Score -25031.74 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25042.394531 Penalty: 2602.523926
	Iteration 5Q: 3 clusters Score -25042.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 110 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -25042.394531 Penalty: 2602.523926
	Iteration 6F: 3 clusters Score -25042.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (25928 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25928 members 
Entering Unmasked Estep 
Score: -4955425.000000 Penalty: 2520.443359
	Iteration 0F: 2 clusters Score -4955425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12940 members 
Mstep: Class 2 contains 12988 members 
Entering Unmasked Estep 
Score: -4937430.000000 Penalty: 5040.886719
	Iteration 0F: 3 clusters Score -4937430 nChanged 11674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12938 members 
Mstep: Class 2 contains 12990 members 
Entering Unmasked Estep 
Score: -4943576.000000 Penalty: 5040.886719
	Iteration 1F: 3 clusters Score -4943576 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12937 members 
Mstep: Class 2 contains 12991 members 
Entering Unmasked Estep 
Score: -4943965.500000 Penalty: 5040.886719
	Iteration 2Q: 3 clusters Score -4943966 nChanged 1039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12916 members 
Mstep: Class 2 contains 13012 members 
Entering Unmasked Estep 
Score: -4944257.000000 Penalty: 5040.886719
	Iteration 3Q: 3 clusters Score -4944257 nChanged 903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12927 members 
Mstep: Class 2 contains 13001 members 
Entering Unmasked Estep 
Score: -4944502.500000 Penalty: 5040.886719
	Iteration 4Q: 3 clusters Score -4944502 nChanged 847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12942 members 
Mstep: Class 2 contains 12986 members 
Entering Unmasked Estep 
Score: -4944711.500000 Penalty: 5040.886719
	Iteration 5Q: 3 clusters Score -4944712 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12934 members 
Mstep: Class 2 contains 12994 members 
Entering Unmasked Estep 
Score: -4944902.500000 Penalty: 5040.886719
	Iteration 6Q: 3 clusters Score -4944902 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12898 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -4945059.500000 Penalty: 5040.886719
	Iteration 7Q: 3 clusters Score -4945060 nChanged 620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -4945205.500000 Penalty: 5040.886719
	Iteration 8Q: 3 clusters Score -4945206 nChanged 577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12687 members 
Mstep: Class 2 contains 13241 members 
Entering Unmasked Estep 
Score: -4945345.000000 Penalty: 5040.886719
	Iteration 9Q: 3 clusters Score -4945345 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12531 members 
Mstep: Class 2 contains 13397 members 
Entering Unmasked Estep 
Score: -4945476.500000 Penalty: 5040.886719
	Iteration 10Q: 3 clusters Score -4945476 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12346 members 
Mstep: Class 2 contains 13582 members 
Entering Unmasked Estep 
Score: -4945621.500000 Penalty: 5040.886719
	Iteration 11Q: 3 clusters Score -4945622 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12084 members 
Mstep: Class 2 contains 13844 members 
Entering Unmasked Estep 
Score: -4945797.500000 Penalty: 5040.886719
	Iteration 12Q: 3 clusters Score -4945798 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11732 members 
Mstep: Class 2 contains 14196 members 
Entering Unmasked Estep 
Score: -4945997.500000 Penalty: 5040.886719
	Iteration 13Q: 3 clusters Score -4945998 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11337 members 
Mstep: Class 2 contains 14591 members 
Entering Unmasked Estep 
Score: -4946233.000000 Penalty: 5040.886719
	Iteration 14Q: 3 clusters Score -4946233 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -4946560.500000 Penalty: 5040.886719
	Iteration 15Q: 3 clusters Score -4946560 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -4946998.500000 Penalty: 5040.886719
	Iteration 16Q: 3 clusters Score -4946998 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 16265 members 
Entering Unmasked Estep 
Score: -4947428.500000 Penalty: 5040.886719
	Iteration 17Q: 3 clusters Score -4947428 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8928 members 
Mstep: Class 2 contains 17000 members 
Entering Unmasked Estep 
Score: -4948050.000000 Penalty: 5040.886719
	Iteration 18Q: 3 clusters Score -4948050 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8210 members 
Mstep: Class 2 contains 17718 members 
Entering Unmasked Estep 
Score: -4948681.000000 Penalty: 5040.886719
	Iteration 19Q: 3 clusters Score -4948681 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7514 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -4949241.500000 Penalty: 5040.886719
	Iteration 20F: 3 clusters Score -4949242 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6872 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -4949761.000000 Penalty: 5040.886719
	Iteration 21Q: 3 clusters Score -4949761 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6300 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -4950205.000000 Penalty: 5040.886719
	Iteration 22Q: 3 clusters Score -4950205 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 20111 members 
Entering Unmasked Estep 
Score: -4950516.500000 Penalty: 5040.886719
	Iteration 23Q: 3 clusters Score -4950516 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5369 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -4950774.000000 Penalty: 5040.886719
	Iteration 24Q: 3 clusters Score -4950774 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 20971 members 
Entering Unmasked Estep 
Score: -4951038.500000 Penalty: 5040.886719
	Iteration 25Q: 3 clusters Score -4951038 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 21372 members 
Entering Unmasked Estep 
Score: -4951234.500000 Penalty: 5040.886719
	Iteration 26Q: 3 clusters Score -4951234 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4204 members 
Mstep: Class 2 contains 21724 members 
Entering Unmasked Estep 
Score: -4951434.500000 Penalty: 5040.886719
	Iteration 27Q: 3 clusters Score -4951434 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -4951602.000000 Penalty: 5040.886719
	Iteration 28Q: 3 clusters Score -4951602 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 22403 members 
Entering Unmasked Estep 
Score: -4951752.500000 Penalty: 5040.886719
	Iteration 29Q: 3 clusters Score -4951752 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 22726 members 
Entering Unmasked Estep 
Score: -4951910.000000 Penalty: 5040.886719
	Iteration 30Q: 3 clusters Score -4951910 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 23029 members 
Entering Unmasked Estep 
Score: -4952025.500000 Penalty: 5040.886719
	Iteration 31Q: 3 clusters Score -4952026 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2619 members 
Mstep: Class 2 contains 23309 members 
Entering Unmasked Estep 
Score: -4952163.500000 Penalty: 5040.886719
	Iteration 32Q: 3 clusters Score -4952164 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 23574 members 
Entering Unmasked Estep 
Score: -4952297.500000 Penalty: 5040.886719
	Iteration 33Q: 3 clusters Score -4952298 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 23814 members 
Entering Unmasked Estep 
Score: -4952419.500000 Penalty: 5040.886719
	Iteration 34Q: 3 clusters Score -4952420 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 24037 members 
Entering Unmasked Estep 
Score: -4952525.500000 Penalty: 5040.886719
	Iteration 35Q: 3 clusters Score -4952526 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 24231 members 
Entering Unmasked Estep 
Score: -4952609.500000 Penalty: 5040.886719
	Iteration 36Q: 3 clusters Score -4952610 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -4952692.000000 Penalty: 5040.886719
	Iteration 37Q: 3 clusters Score -4952692 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1402 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4952784.000000 Penalty: 5040.886719
	Iteration 38Q: 3 clusters Score -4952784 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 24664 members 
Entering Unmasked Estep 
Score: -4952862.500000 Penalty: 5040.886719
	Iteration 39Q: 3 clusters Score -4952862 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 24760 members 
Entering Unmasked Estep 
Score: -4952909.500000 Penalty: 5040.886719
	Iteration 40F: 3 clusters Score -4952910 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -4952943.500000 Penalty: 5040.886719
	Iteration 41Q: 3 clusters Score -4952944 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -4952979.500000 Penalty: 5040.886719
	Iteration 42Q: 3 clusters Score -4952980 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 24935 members 
Entering Unmasked Estep 
Score: -4953006.500000 Penalty: 5040.886719
	Iteration 43Q: 3 clusters Score -4953006 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 954 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4953031.000000 Penalty: 5040.886719
	Iteration 44Q: 3 clusters Score -4953031 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -4953062.500000 Penalty: 5040.886719
	Iteration 45Q: 3 clusters Score -4953062 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 25029 members 
Entering Unmasked Estep 
Score: -4953074.000000 Penalty: 5040.886719
	Iteration 46Q: 3 clusters Score -4953074 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -4953083.500000 Penalty: 5040.886719
	Iteration 47Q: 3 clusters Score -4953084 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 860 members 
Mstep: Class 2 contains 25068 members 
Entering Unmasked Estep 
Score: -4953096.000000 Penalty: 5040.886719
	Iteration 48Q: 3 clusters Score -4953096 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -4953115.000000 Penalty: 5040.886719
	Iteration 49Q: 3 clusters Score -4953115 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -4953132.000000 Penalty: 5040.886719
	Iteration 50Q: 3 clusters Score -4953132 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 25135 members 
Entering Unmasked Estep 
Score: -4953140.000000 Penalty: 5040.886719
	Iteration 51Q: 3 clusters Score -4953140 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 774 members 
Mstep: Class 2 contains 25154 members 
Entering Unmasked Estep 
Score: -4953149.000000 Penalty: 5040.886719
	Iteration 52Q: 3 clusters Score -4953149 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 25174 members 
Entering Unmasked Estep 
Score: -4953168.000000 Penalty: 5040.886719
	Iteration 53Q: 3 clusters Score -4953168 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 25184 members 
Entering Unmasked Estep 
Score: -4953177.000000 Penalty: 5040.886719
	Iteration 54Q: 3 clusters Score -4953177 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -4953185.500000 Penalty: 5040.886719
	Iteration 55Q: 3 clusters Score -4953186 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 25198 members 
Entering Unmasked Estep 
Score: -4953191.500000 Penalty: 5040.886719
	Iteration 56Q: 3 clusters Score -4953192 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 724 members 
Mstep: Class 2 contains 25204 members 
Entering Unmasked Estep 
Score: -4953198.000000 Penalty: 5040.886719
	Iteration 57Q: 3 clusters Score -4953198 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4953199.500000 Penalty: 5040.886719
	Iteration 58Q: 3 clusters Score -4953200 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 25210 members 
Entering Unmasked Estep 
Score: -4953203.000000 Penalty: 5040.886719
	Iteration 59Q: 3 clusters Score -4953203 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 25215 members 
Entering Unmasked Estep 
Score: -4953214.500000 Penalty: 5040.886719
	Iteration 60F: 3 clusters Score -4953214 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 25216 members 
Entering Unmasked Estep 
Score: -4953210.500000 Penalty: 5040.886719
	Iteration 61Q: 3 clusters Score -4953210 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 25222 members 
Entering Unmasked Estep 
Score: -4953214.500000 Penalty: 5040.886719
	Iteration 62Q: 3 clusters Score -4953214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -4953214.500000 Penalty: 5040.886719
	Iteration 63Q: 3 clusters Score -4953214 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -4953219.000000 Penalty: 5040.886719
	Iteration 64Q: 3 clusters Score -4953219 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 25227 members 
Entering Unmasked Estep 
Score: -4953217.500000 Penalty: 5040.886719
	Iteration 65Q: 3 clusters Score -4953218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 25230 members 
Entering Unmasked Estep 
Score: -4953225.000000 Penalty: 5040.886719
	Iteration 66Q: 3 clusters Score -4953225 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 25235 members 
Entering Unmasked Estep 
Score: -4953227.000000 Penalty: 5040.886719
	Iteration 67Q: 3 clusters Score -4953227 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -4953239.000000 Penalty: 5040.886719
	Iteration 68Q: 3 clusters Score -4953239 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 25247 members 
Entering Unmasked Estep 
Score: -4953241.500000 Penalty: 5040.886719
	Iteration 69Q: 3 clusters Score -4953242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -4953242.500000 Penalty: 5040.886719
	Iteration 70Q: 3 clusters Score -4953242 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 25255 members 
Entering Unmasked Estep 
Score: -4953245.000000 Penalty: 5040.886719
	Iteration 71Q: 3 clusters Score -4953245 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 25256 members 
Entering Unmasked Estep 
Score: -4953246.000000 Penalty: 5040.886719
	Iteration 72Q: 3 clusters Score -4953246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -4953246.000000 Penalty: 5040.886719
	Iteration 73Q: 3 clusters Score -4953246 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -4953249.500000 Penalty: 5040.886719
	Iteration 74Q: 3 clusters Score -4953250 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 25262 members 
Entering Unmasked Estep 
Score: -4953248.500000 Penalty: 5040.886719
	Iteration 75Q: 3 clusters Score -4953248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 25265 members 
Entering Unmasked Estep 
Score: -4953245.000000 Penalty: 5040.886719
	Iteration 76Q: 3 clusters Score -4953245 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 25270 members 
Entering Unmasked Estep 
Score: -4953247.000000 Penalty: 5040.886719
	Iteration 77Q: 3 clusters Score -4953247 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25272 members 
Entering Unmasked Estep 
Score: -4953250.000000 Penalty: 5040.886719
	Iteration 78Q: 3 clusters Score -4953250 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 25275 members 
Entering Unmasked Estep 
Score: -4953246.000000 Penalty: 5040.886719
	Iteration 79Q: 3 clusters Score -4953246 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 25278 members 
Entering Unmasked Estep 
Score: -4953245.000000 Penalty: 5040.886719
	Iteration 80F: 3 clusters Score -4953245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 25280 members 
Entering Unmasked Estep 
Score: -4953244.500000 Penalty: 5040.886719
	Iteration 81Q: 3 clusters Score -4953244 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 25282 members 
Entering Unmasked Estep 
Score: -4953245.500000 Penalty: 5040.886719
	Iteration 82Q: 3 clusters Score -4953246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 25286 members 
Entering Unmasked Estep 
Score: -4953249.000000 Penalty: 5040.886719
	Iteration 83Q: 3 clusters Score -4953249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 25290 members 
Entering Unmasked Estep 
Score: -4953249.000000 Penalty: 5040.886719
	Iteration 84Q: 3 clusters Score -4953249 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25294 members 
Entering Unmasked Estep 
Score: -4953250.000000 Penalty: 5040.886719
	Iteration 85Q: 3 clusters Score -4953250 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 25295 members 
Entering Unmasked Estep 
Score: -4953253.000000 Penalty: 5040.886719
	Iteration 86Q: 3 clusters Score -4953253 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -4953259.000000 Penalty: 5040.886719
	Iteration 87Q: 3 clusters Score -4953259 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25296 members 
Entering Unmasked Estep 
Score: -4953259.000000 Penalty: 5040.886719
	Iteration 88F: 3 clusters Score -4953259 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (33510 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33510 members 
Entering Unmasked Estep 
Score: -6279922.000000 Penalty: 2584.060791
	Iteration 0F: 2 clusters Score -6279922 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16754 members 
Mstep: Class 2 contains 16756 members 
Entering Unmasked Estep 
Score: -6257274.000000 Penalty: 5168.121582
	Iteration 0F: 3 clusters Score -6257274 nChanged 15247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16423 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -6265428.500000 Penalty: 5168.121582
	Iteration 1F: 3 clusters Score -6265428 nChanged 1492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16283 members 
Mstep: Class 2 contains 17227 members 
Entering Unmasked Estep 
Score: -6265893.000000 Penalty: 5168.121582
	Iteration 2Q: 3 clusters Score -6265893 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16079 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -6266274.000000 Penalty: 5168.121582
	Iteration 3Q: 3 clusters Score -6266274 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15809 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -6266594.000000 Penalty: 5168.121582
	Iteration 4Q: 3 clusters Score -6266594 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15401 members 
Mstep: Class 2 contains 18109 members 
Entering Unmasked Estep 
Score: -6266901.500000 Penalty: 5168.121582
	Iteration 5Q: 3 clusters Score -6266902 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14835 members 
Mstep: Class 2 contains 18675 members 
Entering Unmasked Estep 
Score: -6267238.500000 Penalty: 5168.121582
	Iteration 6Q: 3 clusters Score -6267238 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14151 members 
Mstep: Class 2 contains 19359 members 
Entering Unmasked Estep 
Score: -6267627.500000 Penalty: 5168.121582
	Iteration 7Q: 3 clusters Score -6267628 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13286 members 
Mstep: Class 2 contains 20224 members 
Entering Unmasked Estep 
Score: -6268086.000000 Penalty: 5168.121582
	Iteration 8Q: 3 clusters Score -6268086 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 21331 members 
Entering Unmasked Estep 
Score: -6268726.500000 Penalty: 5168.121582
	Iteration 9Q: 3 clusters Score -6268726 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10853 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -6269619.500000 Penalty: 5168.121582
	Iteration 10Q: 3 clusters Score -6269620 nChanged 1670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9339 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -6270751.500000 Penalty: 5168.121582
	Iteration 11Q: 3 clusters Score -6270752 nChanged 1718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7795 members 
Mstep: Class 2 contains 25715 members 
Entering Unmasked Estep 
Score: -6272134.500000 Penalty: 5168.121582
	Iteration 12F: 3 clusters Score -6272134 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -6273324.500000 Penalty: 5168.121582
	Iteration 13Q: 3 clusters Score -6273324 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5307 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -6274204.000000 Penalty: 5168.121582
	Iteration 14Q: 3 clusters Score -6274204 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 29038 members 
Entering Unmasked Estep 
Score: -6274868.000000 Penalty: 5168.121582
	Iteration 15Q: 3 clusters Score -6274868 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -6275367.000000 Penalty: 5168.121582
	Iteration 16Q: 3 clusters Score -6275367 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 30342 members 
Entering Unmasked Estep 
Score: -6275765.500000 Penalty: 5168.121582
	Iteration 17Q: 3 clusters Score -6275766 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 30845 members 
Entering Unmasked Estep 
Score: -6276115.000000 Penalty: 5168.121582
	Iteration 18Q: 3 clusters Score -6276115 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 31290 members 
Entering Unmasked Estep 
Score: -6276389.500000 Penalty: 5168.121582
	Iteration 19Q: 3 clusters Score -6276390 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 31660 members 
Entering Unmasked Estep 
Score: -6276627.500000 Penalty: 5168.121582
	Iteration 20F: 3 clusters Score -6276628 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 31960 members 
Entering Unmasked Estep 
Score: -6276841.500000 Penalty: 5168.121582
	Iteration 21Q: 3 clusters Score -6276842 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 32207 members 
Entering Unmasked Estep 
Score: -6277007.000000 Penalty: 5168.121582
	Iteration 22Q: 3 clusters Score -6277007 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 32380 members 
Entering Unmasked Estep 
Score: -6277131.000000 Penalty: 5168.121582
	Iteration 23Q: 3 clusters Score -6277131 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 32516 members 
Entering Unmasked Estep 
Score: -6277214.500000 Penalty: 5168.121582
	Iteration 24Q: 3 clusters Score -6277214 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 896 members 
Mstep: Class 2 contains 32614 members 
Entering Unmasked Estep 
Score: -6277305.500000 Penalty: 5168.121582
	Iteration 25Q: 3 clusters Score -6277306 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 32699 members 
Entering Unmasked Estep 
Score: -6277360.000000 Penalty: 5168.121582
	Iteration 26Q: 3 clusters Score -6277360 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 746 members 
Mstep: Class 2 contains 32764 members 
Entering Unmasked Estep 
Score: -6277418.500000 Penalty: 5168.121582
	Iteration 27Q: 3 clusters Score -6277418 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 687 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -6277454.000000 Penalty: 5168.121582
	Iteration 28Q: 3 clusters Score -6277454 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 32866 members 
Entering Unmasked Estep 
Score: -6277488.500000 Penalty: 5168.121582
	Iteration 29Q: 3 clusters Score -6277488 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 32894 members 
Entering Unmasked Estep 
Score: -6277514.500000 Penalty: 5168.121582
	Iteration 30Q: 3 clusters Score -6277514 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 599 members 
Mstep: Class 2 contains 32911 members 
Entering Unmasked Estep 
Score: -6277530.500000 Penalty: 5168.121582
	Iteration 31Q: 3 clusters Score -6277530 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 32930 members 
Entering Unmasked Estep 
Score: -6277559.000000 Penalty: 5168.121582
	Iteration 32Q: 3 clusters Score -6277559 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 32948 members 
Entering Unmasked Estep 
Score: -6277568.000000 Penalty: 5168.121582
	Iteration 33Q: 3 clusters Score -6277568 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -6277581.500000 Penalty: 5168.121582
	Iteration 34Q: 3 clusters Score -6277582 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 32962 members 
Entering Unmasked Estep 
Score: -6277582.500000 Penalty: 5168.121582
	Iteration 35Q: 3 clusters Score -6277582 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -6277591.000000 Penalty: 5168.121582
	Iteration 36Q: 3 clusters Score -6277591 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 32976 members 
Entering Unmasked Estep 
Score: -6277598.500000 Penalty: 5168.121582
	Iteration 37Q: 3 clusters Score -6277598 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -6277598.500000 Penalty: 5168.121582
	Iteration 38Q: 3 clusters Score -6277598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 32987 members 
Entering Unmasked Estep 
Score: -6277599.000000 Penalty: 5168.121582
	Iteration 39Q: 3 clusters Score -6277599 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 32991 members 
Entering Unmasked Estep 
Score: -6277598.000000 Penalty: 5168.121582
	Iteration 40F: 3 clusters Score -6277598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 32997 members 
Entering Unmasked Estep 
Score: -6277609.000000 Penalty: 5168.121582
	Iteration 41Q: 3 clusters Score -6277609 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 33005 members 
Entering Unmasked Estep 
Score: -6277616.500000 Penalty: 5168.121582
	Iteration 42Q: 3 clusters Score -6277616 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 33015 members 
Entering Unmasked Estep 
Score: -6277621.000000 Penalty: 5168.121582
	Iteration 43Q: 3 clusters Score -6277621 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 33028 members 
Entering Unmasked Estep 
Score: -6277635.000000 Penalty: 5168.121582
	Iteration 44Q: 3 clusters Score -6277635 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 470 members 
Mstep: Class 2 contains 33040 members 
Entering Unmasked Estep 
Score: -6277645.000000 Penalty: 5168.121582
	Iteration 45Q: 3 clusters Score -6277645 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 33046 members 
Entering Unmasked Estep 
Score: -6277653.500000 Penalty: 5168.121582
	Iteration 46Q: 3 clusters Score -6277654 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 33054 members 
Entering Unmasked Estep 
Score: -6277667.000000 Penalty: 5168.121582
	Iteration 47Q: 3 clusters Score -6277667 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 33062 members 
Entering Unmasked Estep 
Score: -6277663.500000 Penalty: 5168.121582
	Iteration 48Q: 3 clusters Score -6277664 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -6277675.500000 Penalty: 5168.121582
	Iteration 49Q: 3 clusters Score -6277676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 33066 members 
Entering Unmasked Estep 
Score: -6277675.500000 Penalty: 5168.121582
	Iteration 50F: 3 clusters Score -6277676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (30128 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30128 members 
Entering Unmasked Estep 
Score: -5759770.000000 Penalty: 2557.676270
	Iteration 0F: 2 clusters Score -5759770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15022 members 
Mstep: Class 2 contains 15106 members 
Entering Unmasked Estep 
Score: -5739293.500000 Penalty: 5115.352539
	Iteration 0F: 3 clusters Score -5739294 nChanged 13712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 15624 members 
Entering Unmasked Estep 
Score: -5746591.000000 Penalty: 5115.352539
	Iteration 1F: 3 clusters Score -5746591 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14206 members 
Mstep: Class 2 contains 15922 members 
Entering Unmasked Estep 
Score: -5747022.500000 Penalty: 5115.352539
	Iteration 2Q: 3 clusters Score -5747022 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13795 members 
Mstep: Class 2 contains 16333 members 
Entering Unmasked Estep 
Score: -5747383.000000 Penalty: 5115.352539
	Iteration 3Q: 3 clusters Score -5747383 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13217 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
Score: -5747743.500000 Penalty: 5115.352539
	Iteration 4Q: 3 clusters Score -5747744 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12443 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5748124.000000 Penalty: 5115.352539
	Iteration 5Q: 3 clusters Score -5748124 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -5748602.000000 Penalty: 5115.352539
	Iteration 6Q: 3 clusters Score -5748602 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -5749315.000000 Penalty: 5115.352539
	Iteration 7Q: 3 clusters Score -5749315 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 21851 members 
Entering Unmasked Estep 
Score: -5750385.500000 Penalty: 5115.352539
	Iteration 8F: 3 clusters Score -5750386 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -5751937.500000 Penalty: 5115.352539
	Iteration 9F: 3 clusters Score -5751938 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 26103 members 
Entering Unmasked Estep 
Score: -5753800.500000 Penalty: 5115.352539
	Iteration 10F: 3 clusters Score -5753800 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 27920 members 
Entering Unmasked Estep 
Score: -5755502.500000 Penalty: 5115.352539
	Iteration 11F: 3 clusters Score -5755502 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 29042 members 
Entering Unmasked Estep 
Score: -5756524.500000 Penalty: 5115.352539
	Iteration 12Q: 3 clusters Score -5756524 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 29559 members 
Entering Unmasked Estep 
Score: -5757021.500000 Penalty: 5115.352539
	Iteration 13Q: 3 clusters Score -5757022 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 29756 members 
Entering Unmasked Estep 
Score: -5757235.000000 Penalty: 5115.352539
	Iteration 14Q: 3 clusters Score -5757235 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 29826 members 
Entering Unmasked Estep 
Score: -5757342.500000 Penalty: 5115.352539
	Iteration 15Q: 3 clusters Score -5757342 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -5757394.500000 Penalty: 5115.352539
	Iteration 16Q: 3 clusters Score -5757394 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 29870 members 
Entering Unmasked Estep 
Score: -5757436.000000 Penalty: 5115.352539
	Iteration 17Q: 3 clusters Score -5757436 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 29882 members 
Entering Unmasked Estep 
Score: -5757463.000000 Penalty: 5115.352539
	Iteration 18Q: 3 clusters Score -5757463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 29895 members 
Entering Unmasked Estep 
Score: -5757482.500000 Penalty: 5115.352539
	Iteration 19Q: 3 clusters Score -5757482 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 29896 members 
Entering Unmasked Estep 
Score: -5757494.500000 Penalty: 5115.352539
	Iteration 20F: 3 clusters Score -5757494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 29898 members 
Entering Unmasked Estep 
Score: -5757498.000000 Penalty: 5115.352539
	Iteration 21Q: 3 clusters Score -5757498 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -5757506.000000 Penalty: 5115.352539
	Iteration 22Q: 3 clusters Score -5757506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -5757505.000000 Penalty: 5115.352539
	Iteration 23Q: 3 clusters Score -5757505 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5757508.500000 Penalty: 5115.352539
	Iteration 24Q: 3 clusters Score -5757508 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 29904 members 
Entering Unmasked Estep 
Score: -5757512.000000 Penalty: 5115.352539
	Iteration 25Q: 3 clusters Score -5757512 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5757511.000000 Penalty: 5115.352539
	Iteration 26Q: 3 clusters Score -5757511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 29901 members 
Entering Unmasked Estep 
Score: -5757516.500000 Penalty: 5115.352539
	Iteration 27Q: 3 clusters Score -5757516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 29902 members 
Entering Unmasked Estep 
Score: -5757515.500000 Penalty: 5115.352539
	Iteration 28Q: 3 clusters Score -5757516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -5757517.000000 Penalty: 5115.352539
	Iteration 29Q: 3 clusters Score -5757517 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 29903 members 
Entering Unmasked Estep 
Score: -5757517.000000 Penalty: 5115.352539
	Iteration 30F: 3 clusters Score -5757517 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (23202 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23202 members 
Entering Unmasked Estep 
Score: -4571929.000000 Penalty: 2492.894287
	Iteration 0F: 2 clusters Score -4571929 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11486 members 
Mstep: Class 2 contains 11716 members 
Entering Unmasked Estep 
Score: -4555924.000000 Penalty: 4985.788574
	Iteration 0F: 3 clusters Score -4555924 nChanged 10254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10796 members 
Mstep: Class 2 contains 12406 members 
Entering Unmasked Estep 
Score: -4561417.500000 Penalty: 4985.788574
	Iteration 1F: 3 clusters Score -4561418 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10407 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -4561836.000000 Penalty: 4985.788574
	Iteration 2Q: 3 clusters Score -4561836 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 13311 members 
Entering Unmasked Estep 
Score: -4562213.000000 Penalty: 4985.788574
	Iteration 3Q: 3 clusters Score -4562213 nChanged 1019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4562638.500000 Penalty: 4985.788574
	Iteration 4Q: 3 clusters Score -4562638 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 14905 members 
Entering Unmasked Estep 
Score: -4563184.500000 Penalty: 4985.788574
	Iteration 5Q: 3 clusters Score -4563184 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 16060 members 
Entering Unmasked Estep 
Score: -4563941.000000 Penalty: 4985.788574
	Iteration 6F: 3 clusters Score -4563941 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5769 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -4564908.500000 Penalty: 4985.788574
	Iteration 7F: 3 clusters Score -4564908 nChanged 1459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 18880 members 
Entering Unmasked Estep 
Score: -4566056.500000 Penalty: 4985.788574
	Iteration 8F: 3 clusters Score -4566056 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 20250 members 
Entering Unmasked Estep 
Score: -4567216.500000 Penalty: 4985.788574
	Iteration 9F: 3 clusters Score -4567216 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -4568140.000000 Penalty: 4985.788574
	Iteration 10Q: 3 clusters Score -4568140 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 22047 members 
Entering Unmasked Estep 
Score: -4568745.500000 Penalty: 4985.788574
	Iteration 11Q: 3 clusters Score -4568746 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 22469 members 
Entering Unmasked Estep 
Score: -4569145.000000 Penalty: 4985.788574
	Iteration 12Q: 3 clusters Score -4569145 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 22684 members 
Entering Unmasked Estep 
Score: -4569370.000000 Penalty: 4985.788574
	Iteration 13Q: 3 clusters Score -4569370 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 22805 members 
Entering Unmasked Estep 
Score: -4569500.000000 Penalty: 4985.788574
	Iteration 14Q: 3 clusters Score -4569500 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 22868 members 
Entering Unmasked Estep 
Score: -4569579.500000 Penalty: 4985.788574
	Iteration 15Q: 3 clusters Score -4569580 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 22902 members 
Entering Unmasked Estep 
Score: -4569642.000000 Penalty: 4985.788574
	Iteration 16Q: 3 clusters Score -4569642 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -4569680.500000 Penalty: 4985.788574
	Iteration 17Q: 3 clusters Score -4569680 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 22938 members 
Entering Unmasked Estep 
Score: -4569697.500000 Penalty: 4985.788574
	Iteration 18Q: 3 clusters Score -4569698 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -4569703.500000 Penalty: 4985.788574
	Iteration 19Q: 3 clusters Score -4569704 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -4569712.000000 Penalty: 4985.788574
	Iteration 20F: 3 clusters Score -4569712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -4569716.500000 Penalty: 4985.788574
	Iteration 21Q: 3 clusters Score -4569716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -4569722.500000 Penalty: 4985.788574
	Iteration 22Q: 3 clusters Score -4569722 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 22949 members 
Entering Unmasked Estep 
Score: -4569730.000000 Penalty: 4985.788574
	Iteration 23Q: 3 clusters Score -4569730 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 22952 members 
Entering Unmasked Estep 
Score: -4569740.000000 Penalty: 4985.788574
	Iteration 24Q: 3 clusters Score -4569740 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4569749.500000 Penalty: 4985.788574
	Iteration 25Q: 3 clusters Score -4569750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 22958 members 
Entering Unmasked Estep 
Score: -4569745.000000 Penalty: 4985.788574
	Iteration 26Q: 3 clusters Score -4569745 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -4569746.000000 Penalty: 4985.788574
	Iteration 27Q: 3 clusters Score -4569746 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 22960 members 
Entering Unmasked Estep 
Score: -4569746.000000 Penalty: 4985.788574
	Iteration 28F: 3 clusters Score -4569746 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6901 members 
Entering Unmasked Estep 
Score: -1258529.625000 Penalty: 2192.176514
	Iteration 0F: 2 clusters Score -1258530 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3472 members 
Mstep: Class 2 contains 3429 members 
Entering Unmasked Estep 
Score: -1252853.625000 Penalty: 4384.353027
	Iteration 0F: 3 clusters Score -1252854 nChanged 2742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 3437 members 
Entering Unmasked Estep 
Score: -1254553.500000 Penalty: 4384.353027
	Iteration 1F: 3 clusters Score -1254554 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 3410 members 
Entering Unmasked Estep 
Score: -1255013.750000 Penalty: 4384.353027
	Iteration 2F: 3 clusters Score -1255014 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3356 members 
Entering Unmasked Estep 
Score: -1255416.250000 Penalty: 4384.353027
	Iteration 3F: 3 clusters Score -1255416 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 3265 members 
Entering Unmasked Estep 
Score: -1255707.500000 Penalty: 4384.353027
	Iteration 4F: 3 clusters Score -1255708 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3132 members 
Entering Unmasked Estep 
Score: -1255899.000000 Penalty: 4384.353027
	Iteration 5Q: 3 clusters Score -1255899 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1256074.750000 Penalty: 4384.353027
	Iteration 6Q: 3 clusters Score -1256075 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4118 members 
Mstep: Class 2 contains 2783 members 
Entering Unmasked Estep 
Score: -1256245.750000 Penalty: 4384.353027
	Iteration 7Q: 3 clusters Score -1256246 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4346 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1256439.000000 Penalty: 4384.353027
	Iteration 8Q: 3 clusters Score -1256439 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -1256619.875000 Penalty: 4384.353027
	Iteration 9Q: 3 clusters Score -1256620 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2137 members 
Entering Unmasked Estep 
Score: -1256786.875000 Penalty: 4384.353027
	Iteration 10Q: 3 clusters Score -1256787 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1256949.625000 Penalty: 4384.353027
	Iteration 11Q: 3 clusters Score -1256950 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5108 members 
Mstep: Class 2 contains 1793 members 
Entering Unmasked Estep 
Score: -1257072.000000 Penalty: 4384.353027
	Iteration 12Q: 3 clusters Score -1257072 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -1257183.375000 Penalty: 4384.353027
	Iteration 13Q: 3 clusters Score -1257183 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5329 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -1257254.375000 Penalty: 4384.353027
	Iteration 14Q: 3 clusters Score -1257254 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5393 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -1257294.000000 Penalty: 4384.353027
	Iteration 15Q: 3 clusters Score -1257294 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 1464 members 
Entering Unmasked Estep 
Score: -1257318.125000 Penalty: 4384.353027
	Iteration 16Q: 3 clusters Score -1257318 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5477 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -1257341.500000 Penalty: 4384.353027
	Iteration 17Q: 3 clusters Score -1257342 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5506 members 
Mstep: Class 2 contains 1395 members 
Entering Unmasked Estep 
Score: -1257362.000000 Penalty: 4384.353027
	Iteration 18Q: 3 clusters Score -1257362 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5530 members 
Mstep: Class 2 contains 1371 members 
Entering Unmasked Estep 
Score: -1257375.000000 Penalty: 4384.353027
	Iteration 19Q: 3 clusters Score -1257375 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1345 members 
Entering Unmasked Estep 
Score: -1257396.875000 Penalty: 4384.353027
	Iteration 20F: 3 clusters Score -1257397 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -1257413.750000 Penalty: 4384.353027
	Iteration 21Q: 3 clusters Score -1257414 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5608 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1257424.750000 Penalty: 4384.353027
	Iteration 22Q: 3 clusters Score -1257425 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5621 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -1257436.500000 Penalty: 4384.353027
	Iteration 23Q: 3 clusters Score -1257436 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1261 members 
Entering Unmasked Estep 
Score: -1257451.625000 Penalty: 4384.353027
	Iteration 24Q: 3 clusters Score -1257452 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5662 members 
Mstep: Class 2 contains 1239 members 
Entering Unmasked Estep 
Score: -1257461.500000 Penalty: 4384.353027
	Iteration 25Q: 3 clusters Score -1257462 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1257467.375000 Penalty: 4384.353027
	Iteration 26Q: 3 clusters Score -1257467 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -1257473.750000 Penalty: 4384.353027
	Iteration 27Q: 3 clusters Score -1257474 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -1257482.875000 Penalty: 4384.353027
	Iteration 28Q: 3 clusters Score -1257483 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5728 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -1257488.375000 Penalty: 4384.353027
	Iteration 29Q: 3 clusters Score -1257488 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5738 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -1257495.125000 Penalty: 4384.353027
	Iteration 30Q: 3 clusters Score -1257495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5742 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -1257499.375000 Penalty: 4384.353027
	Iteration 31Q: 3 clusters Score -1257499 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5746 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -1257501.375000 Penalty: 4384.353027
	Iteration 32Q: 3 clusters Score -1257501 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5751 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -1257501.500000 Penalty: 4384.353027
	Iteration 33Q: 3 clusters Score -1257502 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5756 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -1257507.125000 Penalty: 4384.353027
	Iteration 34Q: 3 clusters Score -1257507 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5767 members 
Mstep: Class 2 contains 1134 members 
Entering Unmasked Estep 
Score: -1257511.750000 Penalty: 4384.353027
	Iteration 35Q: 3 clusters Score -1257512 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5771 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1257514.500000 Penalty: 4384.353027
	Iteration 36Q: 3 clusters Score -1257514 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1257517.000000 Penalty: 4384.353027
	Iteration 37Q: 3 clusters Score -1257517 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1257522.250000 Penalty: 4384.353027
	Iteration 38Q: 3 clusters Score -1257522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5791 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -1257528.250000 Penalty: 4384.353027
	Iteration 39Q: 3 clusters Score -1257528 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5796 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1257533.625000 Penalty: 4384.353027
	Iteration 40F: 3 clusters Score -1257534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5804 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1257540.375000 Penalty: 4384.353027
	Iteration 41Q: 3 clusters Score -1257540 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5810 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -1257547.375000 Penalty: 4384.353027
	Iteration 42Q: 3 clusters Score -1257547 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5814 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1257548.375000 Penalty: 4384.353027
	Iteration 43Q: 3 clusters Score -1257548 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1257551.125000 Penalty: 4384.353027
	Iteration 44Q: 3 clusters Score -1257551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1257551.375000 Penalty: 4384.353027
	Iteration 45Q: 3 clusters Score -1257551 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1257551.625000 Penalty: 4384.353027
	Iteration 46Q: 3 clusters Score -1257552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5816 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1257551.500000 Penalty: 4384.353027
	Iteration 47Q: 3 clusters Score -1257552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5815 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -1257555.875000 Penalty: 4384.353027
	Iteration 48Q: 3 clusters Score -1257556 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5809 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -1257579.125000 Penalty: 4384.353027
	Iteration 49Q: 3 clusters Score -1257579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5794 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -1257609.500000 Penalty: 4384.353027
	Iteration 50Q: 3 clusters Score -1257610 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1257634.625000 Penalty: 4384.353027
	Iteration 51Q: 3 clusters Score -1257635 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1257655.750000 Penalty: 4384.353027
	Iteration 52Q: 3 clusters Score -1257656 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1257664.750000 Penalty: 4384.353027
	Iteration 53Q: 3 clusters Score -1257665 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5776 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -1257678.750000 Penalty: 4384.353027
	Iteration 54Q: 3 clusters Score -1257679 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1257686.625000 Penalty: 4384.353027
	Iteration 55Q: 3 clusters Score -1257687 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5774 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -1257692.375000 Penalty: 4384.353027
	Iteration 56Q: 3 clusters Score -1257692 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -1257696.750000 Penalty: 4384.353027
	Iteration 57Q: 3 clusters Score -1257697 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1257699.750000 Penalty: 4384.353027
	Iteration 58Q: 3 clusters Score -1257700 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1257701.625000 Penalty: 4384.353027
	Iteration 59Q: 3 clusters Score -1257702 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1257714.000000 Penalty: 4384.353027
	Iteration 60F: 3 clusters Score -1257714 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1257715.875000 Penalty: 4384.353027
	Iteration 61Q: 3 clusters Score -1257716 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1257718.750000 Penalty: 4384.353027
	Iteration 62Q: 3 clusters Score -1257719 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5783 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1257717.125000 Penalty: 4384.353027
	Iteration 63Q: 3 clusters Score -1257717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1257717.875000 Penalty: 4384.353027
	Iteration 64Q: 3 clusters Score -1257718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5781 members 
Mstep: Class 2 contains 1120 members 
Entering Unmasked Estep 
Score: -1257715.125000 Penalty: 4384.353027
	Iteration 65Q: 3 clusters Score -1257715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5782 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -1257717.125000 Penalty: 4384.353027
	Iteration 66Q: 3 clusters Score -1257717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1257721.000000 Penalty: 4384.353027
	Iteration 67Q: 3 clusters Score -1257721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1257724.000000 Penalty: 4384.353027
	Iteration 68Q: 3 clusters Score -1257724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1257722.625000 Penalty: 4384.353027
	Iteration 69Q: 3 clusters Score -1257723 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1257726.000000 Penalty: 4384.353027
	Iteration 70Q: 3 clusters Score -1257726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5784 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1257726.875000 Penalty: 4384.353027
	Iteration 71Q: 3 clusters Score -1257727 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1257726.125000 Penalty: 4384.353027
	Iteration 72Q: 3 clusters Score -1257726 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5785 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -1257726.125000 Penalty: 4384.353027
	Iteration 73F: 3 clusters Score -1257726 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (40600 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40600 members 
Entering Unmasked Estep 
Score: -7811126.000000 Penalty: 2631.657959
	Iteration 0F: 2 clusters Score -7811126 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20366 members 
Mstep: Class 2 contains 20234 members 
Entering Unmasked Estep 
Score: -7785361.500000 Penalty: 5263.315918
	Iteration 0F: 3 clusters Score -7785362 nChanged 18473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -7795379.500000 Penalty: 5263.315918
	Iteration 1F: 3 clusters Score -7795380 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20597 members 
Mstep: Class 2 contains 20003 members 
Entering Unmasked Estep 
Score: -7795803.500000 Penalty: 5263.315918
	Iteration 2Q: 3 clusters Score -7795804 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20631 members 
Mstep: Class 2 contains 19969 members 
Entering Unmasked Estep 
Score: -7796156.500000 Penalty: 5263.315918
	Iteration 3Q: 3 clusters Score -7796156 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20680 members 
Mstep: Class 2 contains 19920 members 
Entering Unmasked Estep 
Score: -7796471.500000 Penalty: 5263.315918
	Iteration 4Q: 3 clusters Score -7796472 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20746 members 
Mstep: Class 2 contains 19854 members 
Entering Unmasked Estep 
Score: -7796796.500000 Penalty: 5263.315918
	Iteration 5Q: 3 clusters Score -7796796 nChanged 1276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 19754 members 
Entering Unmasked Estep 
Score: -7797060.500000 Penalty: 5263.315918
	Iteration 6Q: 3 clusters Score -7797060 nChanged 1139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 19579 members 
Entering Unmasked Estep 
Score: -7797281.500000 Penalty: 5263.315918
	Iteration 7Q: 3 clusters Score -7797282 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21267 members 
Mstep: Class 2 contains 19333 members 
Entering Unmasked Estep 
Score: -7797428.000000 Penalty: 5263.315918
	Iteration 8Q: 3 clusters Score -7797428 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 19009 members 
Entering Unmasked Estep 
Score: -7797619.500000 Penalty: 5263.315918
	Iteration 9Q: 3 clusters Score -7797620 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22021 members 
Mstep: Class 2 contains 18579 members 
Entering Unmasked Estep 
Score: -7797860.000000 Penalty: 5263.315918
	Iteration 10Q: 3 clusters Score -7797860 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22647 members 
Mstep: Class 2 contains 17953 members 
Entering Unmasked Estep 
Score: -7798157.000000 Penalty: 5263.315918
	Iteration 11Q: 3 clusters Score -7798157 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23513 members 
Mstep: Class 2 contains 17087 members 
Entering Unmasked Estep 
Score: -7798543.500000 Penalty: 5263.315918
	Iteration 12Q: 3 clusters Score -7798544 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24661 members 
Mstep: Class 2 contains 15939 members 
Entering Unmasked Estep 
Score: -7799100.500000 Penalty: 5263.315918
	Iteration 13Q: 3 clusters Score -7799100 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25965 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -7799883.000000 Penalty: 5263.315918
	Iteration 14Q: 3 clusters Score -7799883 nChanged 1819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27476 members 
Mstep: Class 2 contains 13124 members 
Entering Unmasked Estep 
Score: -7800931.000000 Penalty: 5263.315918
	Iteration 15Q: 3 clusters Score -7800931 nChanged 1875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28883 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -7802251.500000 Penalty: 5263.315918
	Iteration 16Q: 3 clusters Score -7802252 nChanged 1804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 10619 members 
Entering Unmasked Estep 
Score: -7803646.500000 Penalty: 5263.315918
	Iteration 17Q: 3 clusters Score -7803646 nChanged 1736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30703 members 
Mstep: Class 2 contains 9897 members 
Entering Unmasked Estep 
Score: -7804982.000000 Penalty: 5263.315918
	Iteration 18Q: 3 clusters Score -7804982 nChanged 1538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30979 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -7805936.500000 Penalty: 5263.315918
	Iteration 19Q: 3 clusters Score -7805936 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30942 members 
Mstep: Class 2 contains 9658 members 
Entering Unmasked Estep 
Score: -7806662.000000 Penalty: 5263.315918
	Iteration 20F: 3 clusters Score -7806662 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30684 members 
Mstep: Class 2 contains 9916 members 
Entering Unmasked Estep 
Score: -7807184.000000 Penalty: 5263.315918
	Iteration 21Q: 3 clusters Score -7807184 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30360 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -7807547.500000 Penalty: 5263.315918
	Iteration 22Q: 3 clusters Score -7807548 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29959 members 
Mstep: Class 2 contains 10641 members 
Entering Unmasked Estep 
Score: -7807735.500000 Penalty: 5263.315918
	Iteration 23Q: 3 clusters Score -7807736 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29653 members 
Mstep: Class 2 contains 10947 members 
Entering Unmasked Estep 
Score: -7807912.000000 Penalty: 5263.315918
	Iteration 24Q: 3 clusters Score -7807912 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29291 members 
Mstep: Class 2 contains 11309 members 
Entering Unmasked Estep 
Score: -7808098.500000 Penalty: 5263.315918
	Iteration 25Q: 3 clusters Score -7808098 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -7808247.000000 Penalty: 5263.315918
	Iteration 26Q: 3 clusters Score -7808247 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28334 members 
Mstep: Class 2 contains 12266 members 
Entering Unmasked Estep 
Score: -7808392.500000 Penalty: 5263.315918
	Iteration 27Q: 3 clusters Score -7808392 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27877 members 
Mstep: Class 2 contains 12723 members 
Entering Unmasked Estep 
Score: -7808475.500000 Penalty: 5263.315918
	Iteration 28Q: 3 clusters Score -7808476 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27400 members 
Mstep: Class 2 contains 13200 members 
Entering Unmasked Estep 
Score: -7808559.500000 Penalty: 5263.315918
	Iteration 29Q: 3 clusters Score -7808560 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27019 members 
Mstep: Class 2 contains 13581 members 
Entering Unmasked Estep 
Score: -7808637.000000 Penalty: 5263.315918
	Iteration 30Q: 3 clusters Score -7808637 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26612 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -7808709.500000 Penalty: 5263.315918
	Iteration 31Q: 3 clusters Score -7808710 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26255 members 
Mstep: Class 2 contains 14345 members 
Entering Unmasked Estep 
Score: -7808753.500000 Penalty: 5263.315918
	Iteration 32Q: 3 clusters Score -7808754 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25943 members 
Mstep: Class 2 contains 14657 members 
Entering Unmasked Estep 
Score: -7808824.500000 Penalty: 5263.315918
	Iteration 33Q: 3 clusters Score -7808824 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25572 members 
Mstep: Class 2 contains 15028 members 
Entering Unmasked Estep 
Score: -7808871.000000 Penalty: 5263.315918
	Iteration 34Q: 3 clusters Score -7808871 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25198 members 
Mstep: Class 2 contains 15402 members 
Entering Unmasked Estep 
Score: -7808918.000000 Penalty: 5263.315918
	Iteration 35Q: 3 clusters Score -7808918 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24851 members 
Mstep: Class 2 contains 15749 members 
Entering Unmasked Estep 
Score: -7808921.000000 Penalty: 5263.315918
	Iteration 36Q: 3 clusters Score -7808921 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 16159 members 
Entering Unmasked Estep 
Score: -7808982.500000 Penalty: 5263.315918
	Iteration 37Q: 3 clusters Score -7808982 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24099 members 
Mstep: Class 2 contains 16501 members 
Entering Unmasked Estep 
Score: -7809014.500000 Penalty: 5263.315918
	Iteration 38Q: 3 clusters Score -7809014 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23775 members 
Mstep: Class 2 contains 16825 members 
Entering Unmasked Estep 
Score: -7809043.000000 Penalty: 5263.315918
	Iteration 39Q: 3 clusters Score -7809043 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23477 members 
Mstep: Class 2 contains 17123 members 
Entering Unmasked Estep 
Score: -7809124.000000 Penalty: 5263.315918
	Iteration 40F: 3 clusters Score -7809124 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23154 members 
Mstep: Class 2 contains 17446 members 
Entering Unmasked Estep 
Score: -7809121.500000 Penalty: 5263.315918
	Iteration 41Q: 3 clusters Score -7809122 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22888 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -7809128.500000 Penalty: 5263.315918
	Iteration 42Q: 3 clusters Score -7809128 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22614 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -7809170.000000 Penalty: 5263.315918
	Iteration 43Q: 3 clusters Score -7809170 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22308 members 
Mstep: Class 2 contains 18292 members 
Entering Unmasked Estep 
Score: -7809178.000000 Penalty: 5263.315918
	Iteration 44Q: 3 clusters Score -7809178 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22049 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -7809197.500000 Penalty: 5263.315918
	Iteration 45Q: 3 clusters Score -7809198 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21810 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -7809228.000000 Penalty: 5263.315918
	Iteration 46Q: 3 clusters Score -7809228 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21638 members 
Mstep: Class 2 contains 18962 members 
Entering Unmasked Estep 
Score: -7809211.500000 Penalty: 5263.315918
	Iteration 47Q: 3 clusters Score -7809212 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21399 members 
Mstep: Class 2 contains 19201 members 
Entering Unmasked Estep 
Score: -7809235.500000 Penalty: 5263.315918
	Iteration 48Q: 3 clusters Score -7809236 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -7809241.500000 Penalty: 5263.315918
	Iteration 49Q: 3 clusters Score -7809242 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 19658 members 
Entering Unmasked Estep 
Score: -7809274.500000 Penalty: 5263.315918
	Iteration 50Q: 3 clusters Score -7809274 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 19877 members 
Entering Unmasked Estep 
Score: -7809281.000000 Penalty: 5263.315918
	Iteration 51Q: 3 clusters Score -7809281 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20462 members 
Mstep: Class 2 contains 20138 members 
Entering Unmasked Estep 
Score: -7809284.500000 Penalty: 5263.315918
	Iteration 52Q: 3 clusters Score -7809284 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20251 members 
Mstep: Class 2 contains 20349 members 
Entering Unmasked Estep 
Score: -7809304.500000 Penalty: 5263.315918
	Iteration 53Q: 3 clusters Score -7809304 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20036 members 
Mstep: Class 2 contains 20564 members 
Entering Unmasked Estep 
Score: -7809318.500000 Penalty: 5263.315918
	Iteration 54Q: 3 clusters Score -7809318 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19806 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -7809312.500000 Penalty: 5263.315918
	Iteration 55Q: 3 clusters Score -7809312 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19613 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -7809304.000000 Penalty: 5263.315918
	Iteration 56Q: 3 clusters Score -7809304 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19359 members 
Mstep: Class 2 contains 21241 members 
Entering Unmasked Estep 
Score: -7809328.000000 Penalty: 5263.315918
	Iteration 57Q: 3 clusters Score -7809328 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19110 members 
Mstep: Class 2 contains 21490 members 
Entering Unmasked Estep 
Score: -7809329.500000 Penalty: 5263.315918
	Iteration 58Q: 3 clusters Score -7809330 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18863 members 
Mstep: Class 2 contains 21737 members 
Entering Unmasked Estep 
Score: -7809313.000000 Penalty: 5263.315918
	Iteration 59Q: 3 clusters Score -7809313 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 22045 members 
Entering Unmasked Estep 
Score: -7809320.000000 Penalty: 5263.315918
	Iteration 60F: 3 clusters Score -7809320 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18260 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -7809331.500000 Penalty: 5263.315918
	Iteration 61Q: 3 clusters Score -7809332 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 22637 members 
Entering Unmasked Estep 
Score: -7809310.000000 Penalty: 5263.315918
	Iteration 62Q: 3 clusters Score -7809310 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -7809324.000000 Penalty: 5263.315918
	Iteration 63Q: 3 clusters Score -7809324 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17302 members 
Mstep: Class 2 contains 23298 members 
Entering Unmasked Estep 
Score: -7809311.000000 Penalty: 5263.315918
	Iteration 64Q: 3 clusters Score -7809311 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16975 members 
Mstep: Class 2 contains 23625 members 
Entering Unmasked Estep 
Score: -7809327.000000 Penalty: 5263.315918
	Iteration 65Q: 3 clusters Score -7809327 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16552 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -7809330.500000 Penalty: 5263.315918
	Iteration 66Q: 3 clusters Score -7809330 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 24501 members 
Entering Unmasked Estep 
Score: -7809340.500000 Penalty: 5263.315918
	Iteration 67Q: 3 clusters Score -7809340 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15677 members 
Mstep: Class 2 contains 24923 members 
Entering Unmasked Estep 
Score: -7809296.000000 Penalty: 5263.315918
	Iteration 68Q: 3 clusters Score -7809296 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15273 members 
Mstep: Class 2 contains 25327 members 
Entering Unmasked Estep 
Score: -7809290.000000 Penalty: 5263.315918
	Iteration 69Q: 3 clusters Score -7809290 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14862 members 
Mstep: Class 2 contains 25738 members 
Entering Unmasked Estep 
Score: -7809251.000000 Penalty: 5263.315918
	Iteration 70Q: 3 clusters Score -7809251 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14344 members 
Mstep: Class 2 contains 26256 members 
Entering Unmasked Estep 
Score: -7809191.500000 Penalty: 5263.315918
	Iteration 71Q: 3 clusters Score -7809192 nChanged 514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13830 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -7809132.000000 Penalty: 5263.315918
	Iteration 72Q: 3 clusters Score -7809132 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -7809118.500000 Penalty: 5263.315918
	Iteration 73Q: 3 clusters Score -7809118 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12752 members 
Mstep: Class 2 contains 27848 members 
Entering Unmasked Estep 
Score: -7809066.500000 Penalty: 5263.315918
	Iteration 74Q: 3 clusters Score -7809066 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 28414 members 
Entering Unmasked Estep 
Score: -7809062.500000 Penalty: 5263.315918
	Iteration 75Q: 3 clusters Score -7809062 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11724 members 
Mstep: Class 2 contains 28876 members 
Entering Unmasked Estep 
Score: -7809073.000000 Penalty: 5263.315918
	Iteration 76Q: 3 clusters Score -7809073 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11271 members 
Mstep: Class 2 contains 29329 members 
Entering Unmasked Estep 
Score: -7809021.500000 Penalty: 5263.315918
	Iteration 77Q: 3 clusters Score -7809022 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10868 members 
Mstep: Class 2 contains 29732 members 
Entering Unmasked Estep 
Score: -7809116.000000 Penalty: 5263.315918
	Iteration 78Q: 3 clusters Score -7809116 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10525 members 
Mstep: Class 2 contains 30075 members 
Entering Unmasked Estep 
Score: -7809094.000000 Penalty: 5263.315918
	Iteration 79Q: 3 clusters Score -7809094 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10256 members 
Mstep: Class 2 contains 30344 members 
Entering Unmasked Estep 
Score: -7809125.500000 Penalty: 5263.315918
	Iteration 80F: 3 clusters Score -7809126 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10006 members 
Mstep: Class 2 contains 30594 members 
Entering Unmasked Estep 
Score: -7809131.000000 Penalty: 5263.315918
	Iteration 81Q: 3 clusters Score -7809131 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9761 members 
Mstep: Class 2 contains 30839 members 
Entering Unmasked Estep 
Score: -7809173.500000 Penalty: 5263.315918
	Iteration 82Q: 3 clusters Score -7809174 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9512 members 
Mstep: Class 2 contains 31088 members 
Entering Unmasked Estep 
Score: -7809228.000000 Penalty: 5263.315918
	Iteration 83Q: 3 clusters Score -7809228 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9314 members 
Mstep: Class 2 contains 31286 members 
Entering Unmasked Estep 
Score: -7809204.500000 Penalty: 5263.315918
	Iteration 84Q: 3 clusters Score -7809204 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 31472 members 
Entering Unmasked Estep 
Score: -7809207.000000 Penalty: 5263.315918
	Iteration 85Q: 3 clusters Score -7809207 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 31616 members 
Entering Unmasked Estep 
Score: -7809195.000000 Penalty: 5263.315918
	Iteration 86Q: 3 clusters Score -7809195 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 31730 members 
Entering Unmasked Estep 
Score: -7809143.500000 Penalty: 5263.315918
	Iteration 87Q: 3 clusters Score -7809144 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8771 members 
Mstep: Class 2 contains 31829 members 
Entering Unmasked Estep 
Score: -7809156.500000 Penalty: 5263.315918
	Iteration 88Q: 3 clusters Score -7809156 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8674 members 
Mstep: Class 2 contains 31926 members 
Entering Unmasked Estep 
Score: -7809159.000000 Penalty: 5263.315918
	Iteration 89Q: 3 clusters Score -7809159 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 32008 members 
Entering Unmasked Estep 
Score: -7809200.500000 Penalty: 5263.315918
	Iteration 90Q: 3 clusters Score -7809200 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8538 members 
Mstep: Class 2 contains 32062 members 
Entering Unmasked Estep 
Score: -7809197.000000 Penalty: 5263.315918
	Iteration 91Q: 3 clusters Score -7809197 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 32084 members 
Entering Unmasked Estep 
Score: -7809197.000000 Penalty: 5263.315918
	Iteration 92Q: 3 clusters Score -7809197 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8476 members 
Mstep: Class 2 contains 32124 members 
Entering Unmasked Estep 
Score: -7809206.000000 Penalty: 5263.315918
	Iteration 93Q: 3 clusters Score -7809206 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8429 members 
Mstep: Class 2 contains 32171 members 
Entering Unmasked Estep 
Score: -7809213.000000 Penalty: 5263.315918
	Iteration 94Q: 3 clusters Score -7809213 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8374 members 
Mstep: Class 2 contains 32226 members 
Entering Unmasked Estep 
Score: -7809242.000000 Penalty: 5263.315918
	Iteration 95Q: 3 clusters Score -7809242 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8343 members 
Mstep: Class 2 contains 32257 members 
Entering Unmasked Estep 
Score: -7809233.500000 Penalty: 5263.315918
	Iteration 96Q: 3 clusters Score -7809234 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8326 members 
Mstep: Class 2 contains 32274 members 
Entering Unmasked Estep 
Score: -7809249.500000 Penalty: 5263.315918
	Iteration 97Q: 3 clusters Score -7809250 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 32317 members 
Entering Unmasked Estep 
Score: -7809226.500000 Penalty: 5263.315918
	Iteration 98Q: 3 clusters Score -7809226 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8255 members 
Mstep: Class 2 contains 32345 members 
Entering Unmasked Estep 
Score: -7809198.000000 Penalty: 5263.315918
	Iteration 99Q: 3 clusters Score -7809198 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8224 members 
Mstep: Class 2 contains 32376 members 
Entering Unmasked Estep 
Score: -7809184.000000 Penalty: 5263.315918
	Iteration 100F: 3 clusters Score -7809184 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 32420 members 
Entering Unmasked Estep 
Score: -7809216.500000 Penalty: 5263.315918
	Iteration 101Q: 3 clusters Score -7809216 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8126 members 
Mstep: Class 2 contains 32474 members 
Entering Unmasked Estep 
Score: -7809206.500000 Penalty: 5263.315918
	Iteration 102Q: 3 clusters Score -7809206 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 32518 members 
Entering Unmasked Estep 
Score: -7809237.500000 Penalty: 5263.315918
	Iteration 103Q: 3 clusters Score -7809238 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 32542 members 
Entering Unmasked Estep 
Score: -7809214.500000 Penalty: 5263.315918
	Iteration 104Q: 3 clusters Score -7809214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8045 members 
Mstep: Class 2 contains 32555 members 
Entering Unmasked Estep 
Score: -7809210.500000 Penalty: 5263.315918
	Iteration 105Q: 3 clusters Score -7809210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8043 members 
Mstep: Class 2 contains 32557 members 
Entering Unmasked Estep 
Score: -7809207.500000 Penalty: 5263.315918
	Iteration 106Q: 3 clusters Score -7809208 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -7809207.500000 Penalty: 5263.315918
	Iteration 107Q: 3 clusters Score -7809208 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8040 members 
Mstep: Class 2 contains 32560 members 
Entering Unmasked Estep 
Score: -7809207.500000 Penalty: 5263.315918
	Iteration 108F: 3 clusters Score -7809208 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (57613 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57613 members 
Entering Unmasked Estep 
Score: -10534020.000000 Penalty: 2718.452881
	Iteration 0F: 2 clusters Score -1.053402e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28854 members 
Mstep: Class 2 contains 28759 members 
Entering Unmasked Estep 
Score: -10497155.000000 Penalty: 5436.905762
	Iteration 0F: 3 clusters Score -1.049716e+07 nChanged 26774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29654 members 
Mstep: Class 2 contains 27959 members 
Entering Unmasked Estep 
Score: -10512499.000000 Penalty: 5436.905762
	Iteration 1F: 3 clusters Score -1.05125e+07 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30323 members 
Mstep: Class 2 contains 27290 members 
Entering Unmasked Estep 
Score: -10513795.000000 Penalty: 5436.905762
	Iteration 2Q: 3 clusters Score -1.05138e+07 nChanged 3103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31382 members 
Mstep: Class 2 contains 26231 members 
Entering Unmasked Estep 
Score: -10515255.000000 Penalty: 5436.905762
	Iteration 3F: 3 clusters Score -1.051526e+07 nChanged 3577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33015 members 
Mstep: Class 2 contains 24598 members 
Entering Unmasked Estep 
Score: -10517275.000000 Penalty: 5436.905762
	Iteration 4F: 3 clusters Score -1.051728e+07 nChanged 3927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35178 members 
Mstep: Class 2 contains 22435 members 
Entering Unmasked Estep 
Score: -10519633.000000 Penalty: 5436.905762
	Iteration 5F: 3 clusters Score -1.051963e+07 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37777 members 
Mstep: Class 2 contains 19836 members 
Entering Unmasked Estep 
Score: -10522646.000000 Penalty: 5436.905762
	Iteration 6F: 3 clusters Score -1.052265e+07 nChanged 3642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40241 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -10525743.000000 Penalty: 5436.905762
	Iteration 7F: 3 clusters Score -1.052574e+07 nChanged 3064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42239 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -10528393.000000 Penalty: 5436.905762
	Iteration 8F: 3 clusters Score -1.052839e+07 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43547 members 
Mstep: Class 2 contains 14066 members 
Entering Unmasked Estep 
Score: -10529771.000000 Penalty: 5436.905762
	Iteration 9Q: 3 clusters Score -1.052977e+07 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44521 members 
Mstep: Class 2 contains 13092 members 
Entering Unmasked Estep 
Score: -10530505.000000 Penalty: 5436.905762
	Iteration 10Q: 3 clusters Score -1.05305e+07 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45345 members 
Mstep: Class 2 contains 12268 members 
Entering Unmasked Estep 
Score: -10530928.000000 Penalty: 5436.905762
	Iteration 11Q: 3 clusters Score -1.053093e+07 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46091 members 
Mstep: Class 2 contains 11522 members 
Entering Unmasked Estep 
Score: -10531231.000000 Penalty: 5436.905762
	Iteration 12Q: 3 clusters Score -1.053123e+07 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46787 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -10531531.000000 Penalty: 5436.905762
	Iteration 13Q: 3 clusters Score -1.053153e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47397 members 
Mstep: Class 2 contains 10216 members 
Entering Unmasked Estep 
Score: -10531765.000000 Penalty: 5436.905762
	Iteration 14Q: 3 clusters Score -1.053176e+07 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47902 members 
Mstep: Class 2 contains 9711 members 
Entering Unmasked Estep 
Score: -10531965.000000 Penalty: 5436.905762
	Iteration 15Q: 3 clusters Score -1.053196e+07 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48400 members 
Mstep: Class 2 contains 9213 members 
Entering Unmasked Estep 
Score: -10532095.000000 Penalty: 5436.905762
	Iteration 16Q: 3 clusters Score -1.05321e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48841 members 
Mstep: Class 2 contains 8772 members 
Entering Unmasked Estep 
Score: -10532227.000000 Penalty: 5436.905762
	Iteration 17Q: 3 clusters Score -1.053223e+07 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49229 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -10532352.000000 Penalty: 5436.905762
	Iteration 18Q: 3 clusters Score -1.053235e+07 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49555 members 
Mstep: Class 2 contains 8058 members 
Entering Unmasked Estep 
Score: -10532442.000000 Penalty: 5436.905762
	Iteration 19Q: 3 clusters Score -1.053244e+07 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49843 members 
Mstep: Class 2 contains 7770 members 
Entering Unmasked Estep 
Score: -10532458.000000 Penalty: 5436.905762
	Iteration 20F: 3 clusters Score -1.053246e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50084 members 
Mstep: Class 2 contains 7529 members 
Entering Unmasked Estep 
Score: -10532494.000000 Penalty: 5436.905762
	Iteration 21Q: 3 clusters Score -1.053249e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50299 members 
Mstep: Class 2 contains 7314 members 
Entering Unmasked Estep 
Score: -10532553.000000 Penalty: 5436.905762
	Iteration 22Q: 3 clusters Score -1.053255e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50517 members 
Mstep: Class 2 contains 7096 members 
Entering Unmasked Estep 
Score: -10532565.000000 Penalty: 5436.905762
	Iteration 23Q: 3 clusters Score -1.053256e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50734 members 
Mstep: Class 2 contains 6879 members 
Entering Unmasked Estep 
Score: -10532577.000000 Penalty: 5436.905762
	Iteration 24Q: 3 clusters Score -1.053258e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50960 members 
Mstep: Class 2 contains 6653 members 
Entering Unmasked Estep 
Score: -10532676.000000 Penalty: 5436.905762
	Iteration 25Q: 3 clusters Score -1.053268e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51196 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -10532760.000000 Penalty: 5436.905762
	Iteration 26Q: 3 clusters Score -1.053276e+07 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51414 members 
Mstep: Class 2 contains 6199 members 
Entering Unmasked Estep 
Score: -10532788.000000 Penalty: 5436.905762
	Iteration 27Q: 3 clusters Score -1.053279e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51612 members 
Mstep: Class 2 contains 6001 members 
Entering Unmasked Estep 
Score: -10532796.000000 Penalty: 5436.905762
	Iteration 28Q: 3 clusters Score -1.05328e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51821 members 
Mstep: Class 2 contains 5792 members 
Entering Unmasked Estep 
Score: -10532801.000000 Penalty: 5436.905762
	Iteration 29Q: 3 clusters Score -1.05328e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52063 members 
Mstep: Class 2 contains 5550 members 
Entering Unmasked Estep 
Score: -10532838.000000 Penalty: 5436.905762
	Iteration 30Q: 3 clusters Score -1.053284e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 5313 members 
Entering Unmasked Estep 
Score: -10532871.000000 Penalty: 5436.905762
	Iteration 31Q: 3 clusters Score -1.053287e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52542 members 
Mstep: Class 2 contains 5071 members 
Entering Unmasked Estep 
Score: -10532919.000000 Penalty: 5436.905762
	Iteration 32Q: 3 clusters Score -1.053292e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52785 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -10532945.000000 Penalty: 5436.905762
	Iteration 33Q: 3 clusters Score -1.053294e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53013 members 
Mstep: Class 2 contains 4600 members 
Entering Unmasked Estep 
Score: -10532983.000000 Penalty: 5436.905762
	Iteration 34Q: 3 clusters Score -1.053298e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53204 members 
Mstep: Class 2 contains 4409 members 
Entering Unmasked Estep 
Score: -10533008.000000 Penalty: 5436.905762
	Iteration 35Q: 3 clusters Score -1.053301e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53395 members 
Mstep: Class 2 contains 4218 members 
Entering Unmasked Estep 
Score: -10533013.000000 Penalty: 5436.905762
	Iteration 36Q: 3 clusters Score -1.053301e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53587 members 
Mstep: Class 2 contains 4026 members 
Entering Unmasked Estep 
Score: -10533018.000000 Penalty: 5436.905762
	Iteration 37Q: 3 clusters Score -1.053302e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53759 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -10532996.000000 Penalty: 5436.905762
	Iteration 38Q: 3 clusters Score -1.0533e+07 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53928 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -10533033.000000 Penalty: 5436.905762
	Iteration 39Q: 3 clusters Score -1.053303e+07 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54103 members 
Mstep: Class 2 contains 3510 members 
Entering Unmasked Estep 
Score: -10533033.000000 Penalty: 5436.905762
	Iteration 40F: 3 clusters Score -1.053303e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -10533030.000000 Penalty: 5436.905762
	Iteration 41Q: 3 clusters Score -1.053303e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54461 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -10533027.000000 Penalty: 5436.905762
	Iteration 42Q: 3 clusters Score -1.053303e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54619 members 
Mstep: Class 2 contains 2994 members 
Entering Unmasked Estep 
Score: -10533022.000000 Penalty: 5436.905762
	Iteration 43Q: 3 clusters Score -1.053302e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54765 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -10533012.000000 Penalty: 5436.905762
	Iteration 44Q: 3 clusters Score -1.053301e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54898 members 
Mstep: Class 2 contains 2715 members 
Entering Unmasked Estep 
Score: -10532999.000000 Penalty: 5436.905762
	Iteration 45Q: 3 clusters Score -1.0533e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55002 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -10532977.000000 Penalty: 5436.905762
	Iteration 46Q: 3 clusters Score -1.053298e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55070 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -10532954.000000 Penalty: 5436.905762
	Iteration 47Q: 3 clusters Score -1.053295e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Mstep: Class 2 contains 2479 members 
Entering Unmasked Estep 
Score: -10532949.000000 Penalty: 5436.905762
	Iteration 48Q: 3 clusters Score -1.053295e+07 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55191 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -10532940.000000 Penalty: 5436.905762
	Iteration 49Q: 3 clusters Score -1.053294e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55242 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -10532929.000000 Penalty: 5436.905762
	Iteration 50Q: 3 clusters Score -1.053293e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55279 members 
Mstep: Class 2 contains 2334 members 
Entering Unmasked Estep 
Score: -10532935.000000 Penalty: 5436.905762
	Iteration 51Q: 3 clusters Score -1.053294e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55320 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -10532927.000000 Penalty: 5436.905762
	Iteration 52Q: 3 clusters Score -1.053293e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55351 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10532923.000000 Penalty: 5436.905762
	Iteration 53Q: 3 clusters Score -1.053292e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55386 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -10532920.000000 Penalty: 5436.905762
	Iteration 54Q: 3 clusters Score -1.053292e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55418 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -10532910.000000 Penalty: 5436.905762
	Iteration 55Q: 3 clusters Score -1.053291e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55446 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -10532906.000000 Penalty: 5436.905762
	Iteration 56Q: 3 clusters Score -1.053291e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55471 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -10532903.000000 Penalty: 5436.905762
	Iteration 57Q: 3 clusters Score -1.05329e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55498 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -10532891.000000 Penalty: 5436.905762
	Iteration 58Q: 3 clusters Score -1.053289e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55523 members 
Mstep: Class 2 contains 2090 members 
Entering Unmasked Estep 
Score: -10532891.000000 Penalty: 5436.905762
	Iteration 59Q: 3 clusters Score -1.053289e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55544 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -10532900.000000 Penalty: 5436.905762
	Iteration 60F: 3 clusters Score -1.05329e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55563 members 
Mstep: Class 2 contains 2050 members 
Entering Unmasked Estep 
Score: -10532898.000000 Penalty: 5436.905762
	Iteration 61Q: 3 clusters Score -1.05329e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55576 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -10532904.000000 Penalty: 5436.905762
	Iteration 62Q: 3 clusters Score -1.05329e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55585 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -10532899.000000 Penalty: 5436.905762
	Iteration 63Q: 3 clusters Score -1.05329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55595 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -10532899.000000 Penalty: 5436.905762
	Iteration 64Q: 3 clusters Score -1.05329e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55605 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -10532880.000000 Penalty: 5436.905762
	Iteration 65Q: 3 clusters Score -1.053288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55614 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -10532880.000000 Penalty: 5436.905762
	Iteration 66Q: 3 clusters Score -1.053288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55623 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -10532882.000000 Penalty: 5436.905762
	Iteration 67Q: 3 clusters Score -1.053288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55634 members 
Mstep: Class 2 contains 1979 members 
Entering Unmasked Estep 
Score: -10532877.000000 Penalty: 5436.905762
	Iteration 68Q: 3 clusters Score -1.053288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55645 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -10532880.000000 Penalty: 5436.905762
	Iteration 69Q: 3 clusters Score -1.053288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55660 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -10532874.000000 Penalty: 5436.905762
	Iteration 70Q: 3 clusters Score -1.053287e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55675 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -10532890.000000 Penalty: 5436.905762
	Iteration 71Q: 3 clusters Score -1.053289e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55686 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -10532883.000000 Penalty: 5436.905762
	Iteration 72Q: 3 clusters Score -1.053288e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55699 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -10532879.000000 Penalty: 5436.905762
	Iteration 73Q: 3 clusters Score -1.053288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55708 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -10532871.000000 Penalty: 5436.905762
	Iteration 74Q: 3 clusters Score -1.053287e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55716 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -10532875.000000 Penalty: 5436.905762
	Iteration 75Q: 3 clusters Score -1.053288e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55725 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -10532878.000000 Penalty: 5436.905762
	Iteration 76Q: 3 clusters Score -1.053288e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55736 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -10532891.000000 Penalty: 5436.905762
	Iteration 77Q: 3 clusters Score -1.053289e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55746 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -10532888.000000 Penalty: 5436.905762
	Iteration 78Q: 3 clusters Score -1.053289e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55752 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -10532890.000000 Penalty: 5436.905762
	Iteration 79Q: 3 clusters Score -1.053289e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55756 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -10532879.000000 Penalty: 5436.905762
	Iteration 80F: 3 clusters Score -1.053288e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55761 members 
Mstep: Class 2 contains 1852 members 
Entering Unmasked Estep 
Score: -10532881.000000 Penalty: 5436.905762
	Iteration 81Q: 3 clusters Score -1.053288e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55767 members 
Mstep: Class 2 contains 1846 members 
Entering Unmasked Estep 
Score: -10532867.000000 Penalty: 5436.905762
	Iteration 82Q: 3 clusters Score -1.053287e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55771 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -10532859.000000 Penalty: 5436.905762
	Iteration 83Q: 3 clusters Score -1.053286e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55776 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -10532858.000000 Penalty: 5436.905762
	Iteration 84Q: 3 clusters Score -1.053286e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55783 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -10532846.000000 Penalty: 5436.905762
	Iteration 85Q: 3 clusters Score -1.053285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55794 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -10532848.000000 Penalty: 5436.905762
	Iteration 86Q: 3 clusters Score -1.053285e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -10532850.000000 Penalty: 5436.905762
	Iteration 87Q: 3 clusters Score -1.053285e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55812 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -10532850.000000 Penalty: 5436.905762
	Iteration 88Q: 3 clusters Score -1.053285e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55823 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -10532852.000000 Penalty: 5436.905762
	Iteration 89Q: 3 clusters Score -1.053285e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55844 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -10532850.000000 Penalty: 5436.905762
	Iteration 90Q: 3 clusters Score -1.053285e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55860 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -10532852.000000 Penalty: 5436.905762
	Iteration 91Q: 3 clusters Score -1.053285e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55873 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -10532842.000000 Penalty: 5436.905762
	Iteration 92Q: 3 clusters Score -1.053284e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55881 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -10532840.000000 Penalty: 5436.905762
	Iteration 93Q: 3 clusters Score -1.053284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55888 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -10532837.000000 Penalty: 5436.905762
	Iteration 94Q: 3 clusters Score -1.053284e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55898 members 
Mstep: Class 2 contains 1715 members 
Entering Unmasked Estep 
Score: -10532836.000000 Penalty: 5436.905762
	Iteration 95Q: 3 clusters Score -1.053284e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55905 members 
Mstep: Class 2 contains 1708 members 
Entering Unmasked Estep 
Score: -10532840.000000 Penalty: 5436.905762
	Iteration 96Q: 3 clusters Score -1.053284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55908 members 
Mstep: Class 2 contains 1705 members 
Entering Unmasked Estep 
Score: -10532838.000000 Penalty: 5436.905762
	Iteration 97Q: 3 clusters Score -1.053284e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55912 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -10532838.000000 Penalty: 5436.905762
	Iteration 98Q: 3 clusters Score -1.053284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55915 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -10532833.000000 Penalty: 5436.905762
	Iteration 99Q: 3 clusters Score -1.053283e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55920 members 
Mstep: Class 2 contains 1693 members 
Entering Unmasked Estep 
Score: -10532830.000000 Penalty: 5436.905762
	Iteration 100F: 3 clusters Score -1.053283e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55922 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -10532832.000000 Penalty: 5436.905762
	Iteration 101Q: 3 clusters Score -1.053283e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55925 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -10532839.000000 Penalty: 5436.905762
	Iteration 102Q: 3 clusters Score -1.053284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55928 members 
Mstep: Class 2 contains 1685 members 
Entering Unmasked Estep 
Score: -10532837.000000 Penalty: 5436.905762
	Iteration 103Q: 3 clusters Score -1.053284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55931 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -10532837.000000 Penalty: 5436.905762
	Iteration 104Q: 3 clusters Score -1.053284e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55934 members 
Mstep: Class 2 contains 1679 members 
Entering Unmasked Estep 
Score: -10532842.000000 Penalty: 5436.905762
	Iteration 105Q: 3 clusters Score -1.053284e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55935 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -10532833.000000 Penalty: 5436.905762
	Iteration 106Q: 3 clusters Score -1.053283e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10532831.000000 Penalty: 5436.905762
	Iteration 107Q: 3 clusters Score -1.053283e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55936 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -10532831.000000 Penalty: 5436.905762
	Iteration 108F: 3 clusters Score -1.053283e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (57016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57016 members 
Entering Unmasked Estep 
Score: -10779976.000000 Penalty: 2715.869629
	Iteration 0F: 2 clusters Score -1.077998e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28473 members 
Mstep: Class 2 contains 28543 members 
Entering Unmasked Estep 
Score: -10745667.000000 Penalty: 5431.739258
	Iteration 0F: 3 clusters Score -1.074567e+07 nChanged 26406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28431 members 
Mstep: Class 2 contains 28585 members 
Entering Unmasked Estep 
Score: -10760359.000000 Penalty: 5431.739258
	Iteration 1F: 3 clusters Score -1.076036e+07 nChanged 2129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28500 members 
Mstep: Class 2 contains 28516 members 
Entering Unmasked Estep 
Score: -10760866.000000 Penalty: 5431.739258
	Iteration 2Q: 3 clusters Score -1.076087e+07 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28628 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -10761437.000000 Penalty: 5431.739258
	Iteration 3Q: 3 clusters Score -1.076144e+07 nChanged 2023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28817 members 
Mstep: Class 2 contains 28199 members 
Entering Unmasked Estep 
Score: -10762084.000000 Penalty: 5431.739258
	Iteration 4Q: 3 clusters Score -1.076208e+07 nChanged 2080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 27909 members 
Entering Unmasked Estep 
Score: -10762829.000000 Penalty: 5431.739258
	Iteration 5Q: 3 clusters Score -1.076283e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29613 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -10763823.000000 Penalty: 5431.739258
	Iteration 6Q: 3 clusters Score -1.076382e+07 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30383 members 
Mstep: Class 2 contains 26633 members 
Entering Unmasked Estep 
Score: -10765295.000000 Penalty: 5431.739258
	Iteration 7Q: 3 clusters Score -1.07653e+07 nChanged 3119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31540 members 
Mstep: Class 2 contains 25476 members 
Entering Unmasked Estep 
Score: -10767484.000000 Penalty: 5431.739258
	Iteration 8F: 3 clusters Score -1.076748e+07 nChanged 3645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32943 members 
Mstep: Class 2 contains 24073 members 
Entering Unmasked Estep 
Score: -10770357.000000 Penalty: 5431.739258
	Iteration 9F: 3 clusters Score -1.077036e+07 nChanged 3552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34415 members 
Mstep: Class 2 contains 22601 members 
Entering Unmasked Estep 
Score: -10772954.000000 Penalty: 5431.739258
	Iteration 10F: 3 clusters Score -1.077295e+07 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35608 members 
Mstep: Class 2 contains 21408 members 
Entering Unmasked Estep 
Score: -10774276.000000 Penalty: 5431.739258
	Iteration 11Q: 3 clusters Score -1.077428e+07 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36752 members 
Mstep: Class 2 contains 20264 members 
Entering Unmasked Estep 
Score: -10775036.000000 Penalty: 5431.739258
	Iteration 12Q: 3 clusters Score -1.077504e+07 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37838 members 
Mstep: Class 2 contains 19178 members 
Entering Unmasked Estep 
Score: -10775610.000000 Penalty: 5431.739258
	Iteration 13Q: 3 clusters Score -1.077561e+07 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38889 members 
Mstep: Class 2 contains 18127 members 
Entering Unmasked Estep 
Score: -10775989.000000 Penalty: 5431.739258
	Iteration 14Q: 3 clusters Score -1.077599e+07 nChanged 1100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39899 members 
Mstep: Class 2 contains 17117 members 
Entering Unmasked Estep 
Score: -10776366.000000 Penalty: 5431.739258
	Iteration 15Q: 3 clusters Score -1.077637e+07 nChanged 1122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -10776792.000000 Penalty: 5431.739258
	Iteration 16Q: 3 clusters Score -1.077679e+07 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42086 members 
Mstep: Class 2 contains 14930 members 
Entering Unmasked Estep 
Score: -10777235.000000 Penalty: 5431.739258
	Iteration 17Q: 3 clusters Score -1.077724e+07 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43234 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -10777633.000000 Penalty: 5431.739258
	Iteration 18Q: 3 clusters Score -1.077763e+07 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44346 members 
Mstep: Class 2 contains 12670 members 
Entering Unmasked Estep 
Score: -10777865.000000 Penalty: 5431.739258
	Iteration 19Q: 3 clusters Score -1.077786e+07 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45381 members 
Mstep: Class 2 contains 11635 members 
Entering Unmasked Estep 
Score: -10778002.000000 Penalty: 5431.739258
	Iteration 20F: 3 clusters Score -1.0778e+07 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46363 members 
Mstep: Class 2 contains 10653 members 
Entering Unmasked Estep 
Score: -10778076.000000 Penalty: 5431.739258
	Iteration 21Q: 3 clusters Score -1.077808e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47371 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -10778124.000000 Penalty: 5431.739258
	Iteration 22Q: 3 clusters Score -1.077812e+07 nChanged 951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48302 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -10778143.000000 Penalty: 5431.739258
	Iteration 23Q: 3 clusters Score -1.077814e+07 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49161 members 
Mstep: Class 2 contains 7855 members 
Entering Unmasked Estep 
Score: -10778055.000000 Penalty: 5431.739258
	Iteration 24Q: 3 clusters Score -1.077806e+07 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49958 members 
Mstep: Class 2 contains 7058 members 
Entering Unmasked Estep 
Score: -10777980.000000 Penalty: 5431.739258
	Iteration 25Q: 3 clusters Score -1.077798e+07 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50691 members 
Mstep: Class 2 contains 6325 members 
Entering Unmasked Estep 
Score: -10778024.000000 Penalty: 5431.739258
	Iteration 26Q: 3 clusters Score -1.077802e+07 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51352 members 
Mstep: Class 2 contains 5664 members 
Entering Unmasked Estep 
Score: -10777931.000000 Penalty: 5431.739258
	Iteration 27Q: 3 clusters Score -1.077793e+07 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51954 members 
Mstep: Class 2 contains 5062 members 
Entering Unmasked Estep 
Score: -10777902.000000 Penalty: 5431.739258
	Iteration 28Q: 3 clusters Score -1.07779e+07 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52491 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -10777899.000000 Penalty: 5431.739258
	Iteration 29Q: 3 clusters Score -1.07779e+07 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52959 members 
Mstep: Class 2 contains 4057 members 
Entering Unmasked Estep 
Score: -10777884.000000 Penalty: 5431.739258
	Iteration 30Q: 3 clusters Score -1.077788e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53361 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -10777905.000000 Penalty: 5431.739258
	Iteration 31Q: 3 clusters Score -1.07779e+07 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53748 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -10777929.000000 Penalty: 5431.739258
	Iteration 32Q: 3 clusters Score -1.077793e+07 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -10777892.000000 Penalty: 5431.739258
	Iteration 33Q: 3 clusters Score -1.077789e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54380 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -10777793.000000 Penalty: 5431.739258
	Iteration 34Q: 3 clusters Score -1.077779e+07 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54650 members 
Mstep: Class 2 contains 2366 members 
Entering Unmasked Estep 
Score: -10777751.000000 Penalty: 5431.739258
	Iteration 35Q: 3 clusters Score -1.077775e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54877 members 
Mstep: Class 2 contains 2139 members 
Entering Unmasked Estep 
Score: -10777798.000000 Penalty: 5431.739258
	Iteration 36Q: 3 clusters Score -1.07778e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55067 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -10777778.000000 Penalty: 5431.739258
	Iteration 37Q: 3 clusters Score -1.077778e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55258 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -10777787.000000 Penalty: 5431.739258
	Iteration 38Q: 3 clusters Score -1.077779e+07 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55399 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -10777807.000000 Penalty: 5431.739258
	Iteration 39Q: 3 clusters Score -1.077781e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -10777836.000000 Penalty: 5431.739258
	Iteration 40F: 3 clusters Score -1.077784e+07 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55639 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -10777856.000000 Penalty: 5431.739258
	Iteration 41Q: 3 clusters Score -1.077786e+07 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55753 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -10777833.000000 Penalty: 5431.739258
	Iteration 42Q: 3 clusters Score -1.077783e+07 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55847 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -10777822.000000 Penalty: 5431.739258
	Iteration 43Q: 3 clusters Score -1.077782e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55921 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -10777813.000000 Penalty: 5431.739258
	Iteration 44Q: 3 clusters Score -1.077781e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55969 members 
Mstep: Class 2 contains 1047 members 
Entering Unmasked Estep 
Score: -10777828.000000 Penalty: 5431.739258
	Iteration 45Q: 3 clusters Score -1.077783e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56010 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -10777807.000000 Penalty: 5431.739258
	Iteration 46Q: 3 clusters Score -1.077781e+07 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56048 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -10777797.000000 Penalty: 5431.739258
	Iteration 47Q: 3 clusters Score -1.07778e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56074 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -10777803.000000 Penalty: 5431.739258
	Iteration 48Q: 3 clusters Score -1.07778e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56097 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -10777814.000000 Penalty: 5431.739258
	Iteration 49Q: 3 clusters Score -1.077781e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56119 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -10777806.000000 Penalty: 5431.739258
	Iteration 50Q: 3 clusters Score -1.077781e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56138 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -10777795.000000 Penalty: 5431.739258
	Iteration 51Q: 3 clusters Score -1.07778e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56151 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -10777790.000000 Penalty: 5431.739258
	Iteration 52Q: 3 clusters Score -1.077779e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56169 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -10777790.000000 Penalty: 5431.739258
	Iteration 53Q: 3 clusters Score -1.077779e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56186 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -10777809.000000 Penalty: 5431.739258
	Iteration 54Q: 3 clusters Score -1.077781e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56209 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -10777810.000000 Penalty: 5431.739258
	Iteration 55Q: 3 clusters Score -1.077781e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56225 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -10777815.000000 Penalty: 5431.739258
	Iteration 56Q: 3 clusters Score -1.077782e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56237 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -10777796.000000 Penalty: 5431.739258
	Iteration 57Q: 3 clusters Score -1.07778e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56248 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -10777797.000000 Penalty: 5431.739258
	Iteration 58Q: 3 clusters Score -1.07778e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56258 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -10777792.000000 Penalty: 5431.739258
	Iteration 59Q: 3 clusters Score -1.077779e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56267 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -10777788.000000 Penalty: 5431.739258
	Iteration 60F: 3 clusters Score -1.077779e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56279 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -10777802.000000 Penalty: 5431.739258
	Iteration 61Q: 3 clusters Score -1.07778e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56283 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -10777798.000000 Penalty: 5431.739258
	Iteration 62Q: 3 clusters Score -1.07778e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56285 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -10777809.000000 Penalty: 5431.739258
	Iteration 63Q: 3 clusters Score -1.077781e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56286 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -10777801.000000 Penalty: 5431.739258
	Iteration 64Q: 3 clusters Score -1.07778e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10777805.000000 Penalty: 5431.739258
	Iteration 65Q: 3 clusters Score -1.07778e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56287 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -10777805.000000 Penalty: 5431.739258
	Iteration 66F: 3 clusters Score -1.07778e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4279 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4279 members 
Entering Unmasked Estep 
Score: -802112.750000 Penalty: 2073.645752
	Iteration 0F: 2 clusters Score -802112.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2159 members 
Entering Unmasked Estep 
Score: -798011.187500 Penalty: 4147.291504
	Iteration 0F: 3 clusters Score -798011.2 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2088 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -798893.312500 Penalty: 4147.291504
	Iteration 1F: 3 clusters Score -798893.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2055 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -799089.875000 Penalty: 4147.291504
	Iteration 2F: 3 clusters Score -799089.9 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -799211.687500 Penalty: 4147.291504
	Iteration 3F: 3 clusters Score -799211.7 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -799298.250000 Penalty: 4147.291504
	Iteration 4Q: 3 clusters Score -799298.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -799355.437500 Penalty: 4147.291504
	Iteration 5Q: 3 clusters Score -799355.4 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -799399.125000 Penalty: 4147.291504
	Iteration 6Q: 3 clusters Score -799399.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -799431.250000 Penalty: 4147.291504
	Iteration 7Q: 3 clusters Score -799431.2 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 2284 members 
Entering Unmasked Estep 
Score: -799452.937500 Penalty: 4147.291504
	Iteration 8Q: 3 clusters Score -799452.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -799462.875000 Penalty: 4147.291504
	Iteration 9Q: 3 clusters Score -799462.9 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1989 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -799476.937500 Penalty: 4147.291504
	Iteration 10Q: 3 clusters Score -799476.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -799489.625000 Penalty: 4147.291504
	Iteration 11Q: 3 clusters Score -799489.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -799500.187500 Penalty: 4147.291504
	Iteration 12Q: 3 clusters Score -799500.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -799507.375000 Penalty: 4147.291504
	Iteration 13Q: 3 clusters Score -799507.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 2306 members 
Entering Unmasked Estep 
Score: -799514.125000 Penalty: 4147.291504
	Iteration 14Q: 3 clusters Score -799514.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1963 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -799520.312500 Penalty: 4147.291504
	Iteration 15Q: 3 clusters Score -799520.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1958 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -799526.500000 Penalty: 4147.291504
	Iteration 16Q: 3 clusters Score -799526.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1954 members 
Mstep: Class 2 contains 2325 members 
Entering Unmasked Estep 
Score: -799540.250000 Penalty: 4147.291504
	Iteration 17Q: 3 clusters Score -799540.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -799553.000000 Penalty: 4147.291504
	Iteration 18Q: 3 clusters Score -799553 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 2354 members 
Entering Unmasked Estep 
Score: -799565.750000 Penalty: 4147.291504
	Iteration 19Q: 3 clusters Score -799565.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -799577.000000 Penalty: 4147.291504
	Iteration 20F: 3 clusters Score -799577 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1907 members 
Mstep: Class 2 contains 2372 members 
Entering Unmasked Estep 
Score: -799586.312500 Penalty: 4147.291504
	Iteration 21Q: 3 clusters Score -799586.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 2390 members 
Entering Unmasked Estep 
Score: -799597.250000 Penalty: 4147.291504
	Iteration 22Q: 3 clusters Score -799597.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1882 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -799604.750000 Penalty: 4147.291504
	Iteration 23Q: 3 clusters Score -799604.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -799612.562500 Penalty: 4147.291504
	Iteration 24Q: 3 clusters Score -799612.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -799619.125000 Penalty: 4147.291504
	Iteration 25Q: 3 clusters Score -799619.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 2407 members 
Entering Unmasked Estep 
Score: -799628.187500 Penalty: 4147.291504
	Iteration 26Q: 3 clusters Score -799628.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -799632.312500 Penalty: 4147.291504
	Iteration 27Q: 3 clusters Score -799632.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 2411 members 
Entering Unmasked Estep 
Score: -799637.625000 Penalty: 4147.291504
	Iteration 28Q: 3 clusters Score -799637.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -799643.312500 Penalty: 4147.291504
	Iteration 29Q: 3 clusters Score -799643.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -799648.937500 Penalty: 4147.291504
	Iteration 30Q: 3 clusters Score -799648.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 2436 members 
Entering Unmasked Estep 
Score: -799651.250000 Penalty: 4147.291504
	Iteration 31Q: 3 clusters Score -799651.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 2440 members 
Entering Unmasked Estep 
Score: -799652.750000 Penalty: 4147.291504
	Iteration 32Q: 3 clusters Score -799652.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -799655.125000 Penalty: 4147.291504
	Iteration 33Q: 3 clusters Score -799655.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1838 members 
Mstep: Class 2 contains 2441 members 
Entering Unmasked Estep 
Score: -799656.250000 Penalty: 4147.291504
	Iteration 34Q: 3 clusters Score -799656.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 2444 members 
Entering Unmasked Estep 
Score: -799658.312500 Penalty: 4147.291504
	Iteration 35Q: 3 clusters Score -799658.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1831 members 
Mstep: Class 2 contains 2448 members 
Entering Unmasked Estep 
Score: -799660.250000 Penalty: 4147.291504
	Iteration 36Q: 3 clusters Score -799660.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -799663.000000 Penalty: 4147.291504
	Iteration 37Q: 3 clusters Score -799663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 2456 members 
Entering Unmasked Estep 
Score: -799663.062500 Penalty: 4147.291504
	Iteration 38Q: 3 clusters Score -799663.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 2461 members 
Entering Unmasked Estep 
Score: -799663.562500 Penalty: 4147.291504
	Iteration 39Q: 3 clusters Score -799663.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -799664.687500 Penalty: 4147.291504
	Iteration 40F: 3 clusters Score -799664.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 2468 members 
Entering Unmasked Estep 
Score: -799666.312500 Penalty: 4147.291504
	Iteration 41Q: 3 clusters Score -799666.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -799667.562500 Penalty: 4147.291504
	Iteration 42Q: 3 clusters Score -799667.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -799667.812500 Penalty: 4147.291504
	Iteration 43Q: 3 clusters Score -799667.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -799667.812500 Penalty: 4147.291504
	Iteration 44Q: 3 clusters Score -799667.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -799669.375000 Penalty: 4147.291504
	Iteration 45Q: 3 clusters Score -799669.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -799672.125000 Penalty: 4147.291504
	Iteration 46Q: 3 clusters Score -799672.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1795 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -799673.625000 Penalty: 4147.291504
	Iteration 47Q: 3 clusters Score -799673.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1792 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -799674.937500 Penalty: 4147.291504
	Iteration 48Q: 3 clusters Score -799674.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 2486 members 
Entering Unmasked Estep 
Score: -799676.375000 Penalty: 4147.291504
	Iteration 49Q: 3 clusters Score -799676.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -799677.500000 Penalty: 4147.291504
	Iteration 50Q: 3 clusters Score -799677.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1787 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -799679.500000 Penalty: 4147.291504
	Iteration 51Q: 3 clusters Score -799679.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -799679.125000 Penalty: 4147.291504
	Iteration 52Q: 3 clusters Score -799679.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 2494 members 
Entering Unmasked Estep 
Score: -799678.937500 Penalty: 4147.291504
	Iteration 53Q: 3 clusters Score -799678.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -799678.937500 Penalty: 4147.291504
	Iteration 54Q: 3 clusters Score -799678.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1786 members 
Mstep: Class 2 contains 2493 members 
Entering Unmasked Estep 
Score: -799678.937500 Penalty: 4147.291504
	Iteration 55F: 3 clusters Score -799678.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (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: -4268576.500000 Penalty: 2477.573486
	Iteration 0F: 2 clusters Score -4268576 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10900 members 
Mstep: Class 2 contains 10912 members 
Entering Unmasked Estep 
Score: -4253360.000000 Penalty: 4955.146973
	Iteration 0F: 3 clusters Score -4253360 nChanged 9610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10586 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -4258583.500000 Penalty: 4955.146973
	Iteration 1F: 3 clusters Score -4258584 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10261 members 
Mstep: Class 2 contains 11551 members 
Entering Unmasked Estep 
Score: -4258978.000000 Penalty: 4955.146973
	Iteration 2F: 3 clusters Score -4258978 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 12021 members 
Entering Unmasked Estep 
Score: -4259304.500000 Penalty: 4955.146973
	Iteration 3Q: 3 clusters Score -4259304 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9213 members 
Mstep: Class 2 contains 12599 members 
Entering Unmasked Estep 
Score: -4259647.500000 Penalty: 4955.146973
	Iteration 4Q: 3 clusters Score -4259648 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8561 members 
Mstep: Class 2 contains 13251 members 
Entering Unmasked Estep 
Score: -4260020.000000 Penalty: 4955.146973
	Iteration 5Q: 3 clusters Score -4260020 nChanged 950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7785 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4260459.000000 Penalty: 4955.146973
	Iteration 6Q: 3 clusters Score -4260459 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -4261045.000000 Penalty: 4955.146973
	Iteration 7Q: 3 clusters Score -4261045 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5700 members 
Mstep: Class 2 contains 16112 members 
Entering Unmasked Estep 
Score: -4261782.500000 Penalty: 4955.146973
	Iteration 8F: 3 clusters Score -4261782 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4502 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -4262686.000000 Penalty: 4955.146973
	Iteration 9F: 3 clusters Score -4262686 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3334 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4263632.500000 Penalty: 4955.146973
	Iteration 10F: 3 clusters Score -4263632 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -4264556.500000 Penalty: 4955.146973
	Iteration 11Q: 3 clusters Score -4264556 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 20329 members 
Entering Unmasked Estep 
Score: -4265302.000000 Penalty: 4955.146973
	Iteration 12Q: 3 clusters Score -4265302 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 989 members 
Mstep: Class 2 contains 20823 members 
Entering Unmasked Estep 
Score: -4265782.000000 Penalty: 4955.146973
	Iteration 13Q: 3 clusters Score -4265782 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 21094 members 
Entering Unmasked Estep 
Score: -4266074.000000 Penalty: 4955.146973
	Iteration 14Q: 3 clusters Score -4266074 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 21232 members 
Entering Unmasked Estep 
Score: -4266215.500000 Penalty: 4955.146973
	Iteration 15Q: 3 clusters Score -4266216 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 21301 members 
Entering Unmasked Estep 
Score: -4266298.000000 Penalty: 4955.146973
	Iteration 16Q: 3 clusters Score -4266298 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4266337.500000 Penalty: 4955.146973
	Iteration 17Q: 3 clusters Score -4266338 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -4266362.500000 Penalty: 4955.146973
	Iteration 18Q: 3 clusters Score -4266362 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 21374 members 
Entering Unmasked Estep 
Score: -4266368.000000 Penalty: 4955.146973
	Iteration 19Q: 3 clusters Score -4266368 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 21387 members 
Entering Unmasked Estep 
Score: -4266383.000000 Penalty: 4955.146973
	Iteration 20F: 3 clusters Score -4266383 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -4266396.000000 Penalty: 4955.146973
	Iteration 21Q: 3 clusters Score -4266396 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 21401 members 
Entering Unmasked Estep 
Score: -4266400.000000 Penalty: 4955.146973
	Iteration 22Q: 3 clusters Score -4266400 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 21405 members 
Entering Unmasked Estep 
Score: -4266404.000000 Penalty: 4955.146973
	Iteration 23Q: 3 clusters Score -4266404 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 21411 members 
Entering Unmasked Estep 
Score: -4266407.000000 Penalty: 4955.146973
	Iteration 24Q: 3 clusters Score -4266407 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -4266409.000000 Penalty: 4955.146973
	Iteration 25Q: 3 clusters Score -4266409 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 396 members 
Mstep: Class 2 contains 21416 members 
Entering Unmasked Estep 
Score: -4266413.500000 Penalty: 4955.146973
	Iteration 26Q: 3 clusters Score -4266414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 21418 members 
Entering Unmasked Estep 
Score: -4266414.000000 Penalty: 4955.146973
	Iteration 27Q: 3 clusters Score -4266414 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 21422 members 
Entering Unmasked Estep 
Score: -4266416.000000 Penalty: 4955.146973
	Iteration 28Q: 3 clusters Score -4266416 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -4266418.500000 Penalty: 4955.146973
	Iteration 29Q: 3 clusters Score -4266418 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 21433 members 
Entering Unmasked Estep 
Score: -4266423.500000 Penalty: 4955.146973
	Iteration 30Q: 3 clusters Score -4266424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4266424.000000 Penalty: 4955.146973
	Iteration 31Q: 3 clusters Score -4266424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 21434 members 
Entering Unmasked Estep 
Score: -4266422.000000 Penalty: 4955.146973
	Iteration 32Q: 3 clusters Score -4266422 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 21435 members 
Entering Unmasked Estep 
Score: -4266422.500000 Penalty: 4955.146973
	Iteration 33Q: 3 clusters Score -4266422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 21438 members 
Entering Unmasked Estep 
Score: -4266430.000000 Penalty: 4955.146973
	Iteration 34Q: 3 clusters Score -4266430 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 21439 members 
Entering Unmasked Estep 
Score: -4266432.000000 Penalty: 4955.146973
	Iteration 35Q: 3 clusters Score -4266432 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -4266430.000000 Penalty: 4955.146973
	Iteration 36Q: 3 clusters Score -4266430 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 21441 members 
Entering Unmasked Estep 
Score: -4266437.000000 Penalty: 4955.146973
	Iteration 37Q: 3 clusters Score -4266437 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 21442 members 
Entering Unmasked Estep 
Score: -4266436.500000 Penalty: 4955.146973
	Iteration 38Q: 3 clusters Score -4266436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4266438.000000 Penalty: 4955.146973
	Iteration 39Q: 3 clusters Score -4266438 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 21443 members 
Entering Unmasked Estep 
Score: -4266438.000000 Penalty: 4955.146973
	Iteration 40F: 3 clusters Score -4266438 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57523 members 
Entering Unmasked Estep 
Score: -10412760.000000 Penalty: 2718.065186
	Iteration 0F: 2 clusters Score -1.041276e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28661 members 
Mstep: Class 2 contains 28862 members 
Entering Unmasked Estep 
Score: -10374538.000000 Penalty: 5436.130371
	Iteration 0F: 3 clusters Score -1.037454e+07 nChanged 26753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27822 members 
Mstep: Class 2 contains 29701 members 
Entering Unmasked Estep 
Score: -10389452.000000 Penalty: 5436.130371
	Iteration 1F: 3 clusters Score -1.038945e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 30345 members 
Entering Unmasked Estep 
Score: -10390047.000000 Penalty: 5436.130371
	Iteration 2Q: 3 clusters Score -1.039005e+07 nChanged 2186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26228 members 
Mstep: Class 2 contains 31295 members 
Entering Unmasked Estep 
Score: -10390729.000000 Penalty: 5436.130371
	Iteration 3Q: 3 clusters Score -1.039073e+07 nChanged 2327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24853 members 
Mstep: Class 2 contains 32670 members 
Entering Unmasked Estep 
Score: -10391706.000000 Penalty: 5436.130371
	Iteration 4Q: 3 clusters Score -1.039171e+07 nChanged 2576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22981 members 
Mstep: Class 2 contains 34542 members 
Entering Unmasked Estep 
Score: -10392785.000000 Penalty: 5436.130371
	Iteration 5Q: 3 clusters Score -1.039278e+07 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20530 members 
Mstep: Class 2 contains 36993 members 
Entering Unmasked Estep 
Score: -10394458.000000 Penalty: 5436.130371
	Iteration 6F: 3 clusters Score -1.039446e+07 nChanged 3452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 40111 members 
Entering Unmasked Estep 
Score: -10396674.000000 Penalty: 5436.130371
	Iteration 7F: 3 clusters Score -1.039667e+07 nChanged 3784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13780 members 
Mstep: Class 2 contains 43743 members 
Entering Unmasked Estep 
Score: -10399524.000000 Penalty: 5436.130371
	Iteration 8F: 3 clusters Score -1.039952e+07 nChanged 3888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 47527 members 
Entering Unmasked Estep 
Score: -10402650.000000 Penalty: 5436.130371
	Iteration 9F: 3 clusters Score -1.040265e+07 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6613 members 
Mstep: Class 2 contains 50910 members 
Entering Unmasked Estep 
Score: -10405488.000000 Penalty: 5436.130371
	Iteration 10F: 3 clusters Score -1.040549e+07 nChanged 2564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 53440 members 
Entering Unmasked Estep 
Score: -10407523.000000 Penalty: 5436.130371
	Iteration 11Q: 3 clusters Score -1.040752e+07 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 55049 members 
Entering Unmasked Estep 
Score: -10408855.000000 Penalty: 5436.130371
	Iteration 12Q: 3 clusters Score -1.040886e+07 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 55922 members 
Entering Unmasked Estep 
Score: -10409529.000000 Penalty: 5436.130371
	Iteration 13Q: 3 clusters Score -1.040953e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 56421 members 
Entering Unmasked Estep 
Score: -10409921.000000 Penalty: 5436.130371
	Iteration 14Q: 3 clusters Score -1.040992e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 56682 members 
Entering Unmasked Estep 
Score: -10410096.000000 Penalty: 5436.130371
	Iteration 15Q: 3 clusters Score -1.04101e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 56821 members 
Entering Unmasked Estep 
Score: -10410213.000000 Penalty: 5436.130371
	Iteration 16Q: 3 clusters Score -1.041021e+07 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 56906 members 
Entering Unmasked Estep 
Score: -10410261.000000 Penalty: 5436.130371
	Iteration 17Q: 3 clusters Score -1.041026e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 56948 members 
Entering Unmasked Estep 
Score: -10410311.000000 Penalty: 5436.130371
	Iteration 18Q: 3 clusters Score -1.041031e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 56989 members 
Entering Unmasked Estep 
Score: -10410353.000000 Penalty: 5436.130371
	Iteration 19Q: 3 clusters Score -1.041035e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 57011 members 
Entering Unmasked Estep 
Score: -10410370.000000 Penalty: 5436.130371
	Iteration 20F: 3 clusters Score -1.041037e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 57023 members 
Entering Unmasked Estep 
Score: -10410386.000000 Penalty: 5436.130371
	Iteration 21Q: 3 clusters Score -1.041039e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 57031 members 
Entering Unmasked Estep 
Score: -10410404.000000 Penalty: 5436.130371
	Iteration 22Q: 3 clusters Score -1.04104e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 57041 members 
Entering Unmasked Estep 
Score: -10410413.000000 Penalty: 5436.130371
	Iteration 23Q: 3 clusters Score -1.041041e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 57048 members 
Entering Unmasked Estep 
Score: -10410413.000000 Penalty: 5436.130371
	Iteration 24Q: 3 clusters Score -1.041041e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 57050 members 
Entering Unmasked Estep 
Score: -10410417.000000 Penalty: 5436.130371
	Iteration 25Q: 3 clusters Score -1.041042e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -10410419.000000 Penalty: 5436.130371
	Iteration 26Q: 3 clusters Score -1.041042e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 57051 members 
Entering Unmasked Estep 
Score: -10410419.000000 Penalty: 5436.130371
	Iteration 27F: 3 clusters Score -1.041042e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (25177 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25177 members 
Entering Unmasked Estep 
Score: -5025853.500000 Penalty: 2513.154053
	Iteration 0F: 2 clusters Score -5025854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12690 members 
Mstep: Class 2 contains 12487 members 
Entering Unmasked Estep 
Score: -5008966.500000 Penalty: 5026.308105
	Iteration 0F: 3 clusters Score -5008966 nChanged 11280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13196 members 
Mstep: Class 2 contains 11981 members 
Entering Unmasked Estep 
Score: -5014852.000000 Penalty: 5026.308105
	Iteration 1F: 3 clusters Score -5014852 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13564 members 
Mstep: Class 2 contains 11613 members 
Entering Unmasked Estep 
Score: -5015266.500000 Penalty: 5026.308105
	Iteration 2Q: 3 clusters Score -5015266 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14064 members 
Mstep: Class 2 contains 11113 members 
Entering Unmasked Estep 
Score: -5015647.500000 Penalty: 5026.308105
	Iteration 3Q: 3 clusters Score -5015648 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14753 members 
Mstep: Class 2 contains 10424 members 
Entering Unmasked Estep 
Score: -5016065.000000 Penalty: 5026.308105
	Iteration 4Q: 3 clusters Score -5016065 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 9526 members 
Entering Unmasked Estep 
Score: -5016553.500000 Penalty: 5026.308105
	Iteration 5Q: 3 clusters Score -5016554 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 8440 members 
Entering Unmasked Estep 
Score: -5017198.000000 Penalty: 5026.308105
	Iteration 6Q: 3 clusters Score -5017198 nChanged 1434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 7050 members 
Entering Unmasked Estep 
Score: -5018073.000000 Penalty: 5026.308105
	Iteration 7F: 3 clusters Score -5018073 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -5019263.000000 Penalty: 5026.308105
	Iteration 8F: 3 clusters Score -5019263 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21408 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -5020597.500000 Penalty: 5026.308105
	Iteration 9F: 3 clusters Score -5020598 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22820 members 
Mstep: Class 2 contains 2357 members 
Entering Unmasked Estep 
Score: -5021782.000000 Penalty: 5026.308105
	Iteration 10F: 3 clusters Score -5021782 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23767 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -5022582.000000 Penalty: 5026.308105
	Iteration 11Q: 3 clusters Score -5022582 nChanged 540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -5023031.500000 Penalty: 5026.308105
	Iteration 12Q: 3 clusters Score -5023032 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24543 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5023253.000000 Penalty: 5026.308105
	Iteration 13Q: 3 clusters Score -5023253 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24662 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -5023382.500000 Penalty: 5026.308105
	Iteration 14Q: 3 clusters Score -5023382 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24740 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -5023473.000000 Penalty: 5026.308105
	Iteration 15Q: 3 clusters Score -5023473 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24778 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -5023508.000000 Penalty: 5026.308105
	Iteration 16Q: 3 clusters Score -5023508 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -5023539.000000 Penalty: 5026.308105
	Iteration 17Q: 3 clusters Score -5023539 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24817 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -5023549.000000 Penalty: 5026.308105
	Iteration 18Q: 3 clusters Score -5023549 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -5023571.000000 Penalty: 5026.308105
	Iteration 19Q: 3 clusters Score -5023571 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24832 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -5023596.000000 Penalty: 5026.308105
	Iteration 20F: 3 clusters Score -5023596 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24840 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -5023615.000000 Penalty: 5026.308105
	Iteration 21Q: 3 clusters Score -5023615 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24849 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5023626.000000 Penalty: 5026.308105
	Iteration 22Q: 3 clusters Score -5023626 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -5023626.000000 Penalty: 5026.308105
	Iteration 23Q: 3 clusters Score -5023626 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24857 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5023633.000000 Penalty: 5026.308105
	Iteration 24Q: 3 clusters Score -5023633 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24861 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -5023637.500000 Penalty: 5026.308105
	Iteration 25Q: 3 clusters Score -5023638 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24862 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -5023641.000000 Penalty: 5026.308105
	Iteration 26Q: 3 clusters Score -5023641 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -5023644.500000 Penalty: 5026.308105
	Iteration 27Q: 3 clusters Score -5023644 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24865 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -5023647.500000 Penalty: 5026.308105
	Iteration 28Q: 3 clusters Score -5023648 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24866 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -5023645.500000 Penalty: 5026.308105
	Iteration 29Q: 3 clusters Score -5023646 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5023645.500000 Penalty: 5026.308105
	Iteration 30Q: 3 clusters Score -5023646 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5023645.500000 Penalty: 5026.308105
	Iteration 31F: 3 clusters Score -5023646 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42913 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42913 members 
Entering Unmasked Estep 
Score: -8228962.000000 Penalty: 2645.398682
	Iteration 0F: 2 clusters Score -8228962 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -8203086.500000 Penalty: 5290.797363
	Iteration 0F: 3 clusters Score -8203086 nChanged 19735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19971 members 
Mstep: Class 2 contains 22942 members 
Entering Unmasked Estep 
Score: -8214116.500000 Penalty: 5290.797363
	Iteration 1F: 3 clusters Score -8214116 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18997 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -8214726.000000 Penalty: 5290.797363
	Iteration 2Q: 3 clusters Score -8214726 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17670 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -8215336.000000 Penalty: 5290.797363
	Iteration 3Q: 3 clusters Score -8215336 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -8216335.500000 Penalty: 5290.797363
	Iteration 4F: 3 clusters Score -8216336 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 29485 members 
Entering Unmasked Estep 
Score: -8217742.500000 Penalty: 5290.797363
	Iteration 5F: 3 clusters Score -8217742 nChanged 2949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 32342 members 
Entering Unmasked Estep 
Score: -8219589.000000 Penalty: 5290.797363
	Iteration 6F: 3 clusters Score -8219589 nChanged 3166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7439 members 
Mstep: Class 2 contains 35474 members 
Entering Unmasked Estep 
Score: -8221835.000000 Penalty: 5290.797363
	Iteration 7F: 3 clusters Score -8221835 nChanged 2921
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -8223910.500000 Penalty: 5290.797363
	Iteration 8F: 3 clusters Score -8223910 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2392 members 
Mstep: Class 2 contains 40521 members 
Entering Unmasked Estep 
Score: -8225361.000000 Penalty: 5290.797363
	Iteration 9F: 3 clusters Score -8225361 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 41734 members 
Entering Unmasked Estep 
Score: -8226142.500000 Penalty: 5290.797363
	Iteration 10Q: 3 clusters Score -8226142 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 653 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -8226400.000000 Penalty: 5290.797363
	Iteration 11Q: 3 clusters Score -8226400 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 42473 members 
Entering Unmasked Estep 
Score: -8226515.500000 Penalty: 5290.797363
	Iteration 12Q: 3 clusters Score -8226516 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 42553 members 
Entering Unmasked Estep 
Score: -8226568.500000 Penalty: 5290.797363
	Iteration 13Q: 3 clusters Score -8226568 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 42589 members 
Entering Unmasked Estep 
Score: -8226633.500000 Penalty: 5290.797363
	Iteration 14Q: 3 clusters Score -8226634 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -8226653.000000 Penalty: 5290.797363
	Iteration 15Q: 3 clusters Score -8226653 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 42626 members 
Entering Unmasked Estep 
Score: -8226680.000000 Penalty: 5290.797363
	Iteration 16Q: 3 clusters Score -8226680 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 42634 members 
Entering Unmasked Estep 
Score: -8226703.000000 Penalty: 5290.797363
	Iteration 17Q: 3 clusters Score -8226703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8226708.500000 Penalty: 5290.797363
	Iteration 18Q: 3 clusters Score -8226708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 42642 members 
Entering Unmasked Estep 
Score: -8226715.000000 Penalty: 5290.797363
	Iteration 19Q: 3 clusters Score -8226715 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 42644 members 
Entering Unmasked Estep 
Score: -8226724.500000 Penalty: 5290.797363
	Iteration 20F: 3 clusters Score -8226724 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -8226721.500000 Penalty: 5290.797363
	Iteration 21Q: 3 clusters Score -8226722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -8226721.500000 Penalty: 5290.797363
	Iteration 22F: 3 clusters Score -8226722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Entering Unmasked Estep 
Score: -23080.101562 Penalty: 1255.523560
	Iteration 0F: 2 clusters Score -23080.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22101.537109 Penalty: 2511.047119
	Iteration 0F: 3 clusters Score -22101.54 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -22178.013672 Penalty: 2511.047119
	Iteration 1F: 3 clusters Score -22178.01 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -22186.679688 Penalty: 2511.047119
	Iteration 2Q: 3 clusters Score -22186.68 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22189.175781 Penalty: 2511.047119
	Iteration 3Q: 3 clusters Score -22189.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -22189.175781 Penalty: 2511.047119
	Iteration 4F: 3 clusters Score -22189.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1776 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Entering Unmasked Estep 
Score: -315196.062500 Penalty: 1855.565552
	Iteration 0F: 2 clusters Score -315196.1 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 946 members 
Entering Unmasked Estep 
Score: -312801.000000 Penalty: 3711.131104
	Iteration 0F: 3 clusters Score -312801 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -313511.093750 Penalty: 3711.131104
	Iteration 1F: 3 clusters Score -313511.1 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -313916.562500 Penalty: 3711.131104
	Iteration 2F: 3 clusters Score -313916.6 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -314244.156250 Penalty: 3711.131104
	Iteration 3F: 3 clusters Score -314244.2 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -314447.875000 Penalty: 3711.131104
	Iteration 4F: 3 clusters Score -314447.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1177 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -314585.343750 Penalty: 3711.131104
	Iteration 5Q: 3 clusters Score -314585.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -314678.250000 Penalty: 3711.131104
	Iteration 6Q: 3 clusters Score -314678.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -314722.593750 Penalty: 3711.131104
	Iteration 7Q: 3 clusters Score -314722.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -314753.031250 Penalty: 3711.131104
	Iteration 8Q: 3 clusters Score -314753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -314770.812500 Penalty: 3711.131104
	Iteration 9Q: 3 clusters Score -314770.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -314785.906250 Penalty: 3711.131104
	Iteration 10Q: 3 clusters Score -314785.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -314796.531250 Penalty: 3711.131104
	Iteration 11Q: 3 clusters Score -314796.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -314803.500000 Penalty: 3711.131104
	Iteration 12Q: 3 clusters Score -314803.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -314808.593750 Penalty: 3711.131104
	Iteration 13Q: 3 clusters Score -314808.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -314811.343750 Penalty: 3711.131104
	Iteration 14Q: 3 clusters Score -314811.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -314812.375000 Penalty: 3711.131104
	Iteration 15Q: 3 clusters Score -314812.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -314815.062500 Penalty: 3711.131104
	Iteration 16Q: 3 clusters Score -314815.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -314821.312500 Penalty: 3711.131104
	Iteration 17Q: 3 clusters Score -314821.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -314827.125000 Penalty: 3711.131104
	Iteration 18Q: 3 clusters Score -314827.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -314827.906250 Penalty: 3711.131104
	Iteration 19Q: 3 clusters Score -314827.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -314827.906250 Penalty: 3711.131104
	Iteration 20F: 3 clusters Score -314827.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Entering Unmasked Estep 
Score: -45847.257812 Penalty: 1425.849487
	Iteration 0F: 2 clusters Score -45847.26 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -44634.191406 Penalty: 2851.698975
	Iteration 0F: 3 clusters Score -44634.19 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -44830.328125 Penalty: 2851.698975
	Iteration 1F: 3 clusters Score -44830.33 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 164 members 
Entering Unmasked Estep 
Score: -44923.949219 Penalty: 2851.698975
	Iteration 2F: 3 clusters Score -44923.95 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -44985.500000 Penalty: 2851.698975
	Iteration 3Q: 3 clusters Score -44985.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45033.062500 Penalty: 2851.698975
	Iteration 4Q: 3 clusters Score -45033.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -45087.277344 Penalty: 2851.698975
	Iteration 5Q: 3 clusters Score -45087.28 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45206.539062 Penalty: 2851.698975
	Iteration 6Q: 3 clusters Score -45206.54 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 172 members 
Entering Unmasked Estep 
Score: -45256.070312 Penalty: 2851.698975
	Iteration 7Q: 3 clusters Score -45256.07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -45337.718750 Penalty: 2851.698975
	Iteration 8Q: 3 clusters Score -45337.72 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -45373.210938 Penalty: 2851.698975
	Iteration 9Q: 3 clusters Score -45373.21 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -45385.445312 Penalty: 2851.698975
	Iteration 10Q: 3 clusters Score -45385.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45395.777344 Penalty: 2851.698975
	Iteration 11Q: 3 clusters Score -45395.78 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -45395.777344 Penalty: 2851.698975
	Iteration 12F: 3 clusters Score -45395.78 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (45228 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45228 members 
Entering Unmasked Estep 
Score: -8700467.000000 Penalty: 2658.428955
	Iteration 0F: 2 clusters Score -8700467 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 22490 members 
Entering Unmasked Estep 
Score: -8673458.000000 Penalty: 5316.857910
	Iteration 0F: 3 clusters Score -8673458 nChanged 20895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22917 members 
Mstep: Class 2 contains 22311 members 
Entering Unmasked Estep 
Score: -8684891.000000 Penalty: 5316.857910
	Iteration 1F: 3 clusters Score -8684891 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22967 members 
Mstep: Class 2 contains 22261 members 
Entering Unmasked Estep 
Score: -8685343.000000 Penalty: 5316.857910
	Iteration 2Q: 3 clusters Score -8685343 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23110 members 
Mstep: Class 2 contains 22118 members 
Entering Unmasked Estep 
Score: -8685731.000000 Penalty: 5316.857910
	Iteration 3Q: 3 clusters Score -8685731 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -8686060.000000 Penalty: 5316.857910
	Iteration 4Q: 3 clusters Score -8686060 nChanged 1314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23867 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -8686392.000000 Penalty: 5316.857910
	Iteration 5Q: 3 clusters Score -8686392 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 20702 members 
Entering Unmasked Estep 
Score: -8686722.000000 Penalty: 5316.857910
	Iteration 6Q: 3 clusters Score -8686722 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 19795 members 
Entering Unmasked Estep 
Score: -8687140.000000 Penalty: 5316.857910
	Iteration 7Q: 3 clusters Score -8687140 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26713 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -8687730.000000 Penalty: 5316.857910
	Iteration 8Q: 3 clusters Score -8687730 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 16815 members 
Entering Unmasked Estep 
Score: -8688568.000000 Penalty: 5316.857910
	Iteration 9Q: 3 clusters Score -8688568 nChanged 2236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -8689724.000000 Penalty: 5316.857910
	Iteration 10Q: 3 clusters Score -8689724 nChanged 2736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33295 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -8691431.000000 Penalty: 5316.857910
	Iteration 11F: 3 clusters Score -8691431 nChanged 3013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36278 members 
Mstep: Class 2 contains 8950 members 
Entering Unmasked Estep 
Score: -8693209.000000 Penalty: 5316.857910
	Iteration 12F: 3 clusters Score -8693209 nChanged 2664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38920 members 
Mstep: Class 2 contains 6308 members 
Entering Unmasked Estep 
Score: -8694799.000000 Penalty: 5316.857910
	Iteration 13F: 3 clusters Score -8694799 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41001 members 
Mstep: Class 2 contains 4227 members 
Entering Unmasked Estep 
Score: -8696238.000000 Penalty: 5316.857910
	Iteration 14Q: 3 clusters Score -8696238 nChanged 1418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42401 members 
Mstep: Class 2 contains 2827 members 
Entering Unmasked Estep 
Score: -8697103.000000 Penalty: 5316.857910
	Iteration 15Q: 3 clusters Score -8697103 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43235 members 
Mstep: Class 2 contains 1993 members 
Entering Unmasked Estep 
Score: -8697465.000000 Penalty: 5316.857910
	Iteration 16Q: 3 clusters Score -8697465 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43721 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -8697759.000000 Penalty: 5316.857910
	Iteration 17Q: 3 clusters Score -8697759 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44029 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8697967.000000 Penalty: 5316.857910
	Iteration 18Q: 3 clusters Score -8697967 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44208 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -8698127.000000 Penalty: 5316.857910
	Iteration 19Q: 3 clusters Score -8698127 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44332 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -8698216.000000 Penalty: 5316.857910
	Iteration 20F: 3 clusters Score -8698216 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44407 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8698276.000000 Penalty: 5316.857910
	Iteration 21Q: 3 clusters Score -8698276 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44448 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -8698313.000000 Penalty: 5316.857910
	Iteration 22Q: 3 clusters Score -8698313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44467 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -8698345.000000 Penalty: 5316.857910
	Iteration 23Q: 3 clusters Score -8698345 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44490 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -8698361.000000 Penalty: 5316.857910
	Iteration 24Q: 3 clusters Score -8698361 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44503 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8698384.000000 Penalty: 5316.857910
	Iteration 25Q: 3 clusters Score -8698384 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44520 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -8698394.000000 Penalty: 5316.857910
	Iteration 26Q: 3 clusters Score -8698394 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44531 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -8698398.000000 Penalty: 5316.857910
	Iteration 27Q: 3 clusters Score -8698398 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44543 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8698404.000000 Penalty: 5316.857910
	Iteration 28Q: 3 clusters Score -8698404 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44555 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -8698419.000000 Penalty: 5316.857910
	Iteration 29Q: 3 clusters Score -8698419 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44556 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -8698425.000000 Penalty: 5316.857910
	Iteration 30Q: 3 clusters Score -8698425 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44561 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8698427.000000 Penalty: 5316.857910
	Iteration 31Q: 3 clusters Score -8698427 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44565 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -8698424.000000 Penalty: 5316.857910
	Iteration 32Q: 3 clusters Score -8698424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44568 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8698422.000000 Penalty: 5316.857910
	Iteration 33Q: 3 clusters Score -8698422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8698420.000000 Penalty: 5316.857910
	Iteration 34Q: 3 clusters Score -8698420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8698414.000000 Penalty: 5316.857910
	Iteration 35Q: 3 clusters Score -8698414 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8698420.000000 Penalty: 5316.857910
	Iteration 36Q: 3 clusters Score -8698420 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44572 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -8698421.000000 Penalty: 5316.857910
	Iteration 37Q: 3 clusters Score -8698421 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44573 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -8698419.000000 Penalty: 5316.857910
	Iteration 38Q: 3 clusters Score -8698419 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44574 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -8698424.000000 Penalty: 5316.857910
	Iteration 39Q: 3 clusters Score -8698424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44575 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -8698426.000000 Penalty: 5316.857910
	Iteration 40F: 3 clusters Score -8698426 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1079 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1079 members 
Entering Unmasked Estep 
Score: -205243.781250 Penalty: 1731.979858
	Iteration 0F: 2 clusters Score -205243.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -203276.312500 Penalty: 3463.959717
	Iteration 0F: 3 clusters Score -203276.3 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -203626.046875 Penalty: 3463.959717
	Iteration 1F: 3 clusters Score -203626 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -203830.937500 Penalty: 3463.959717
	Iteration 2F: 3 clusters Score -203830.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -203931.734375 Penalty: 3463.959717
	Iteration 3Q: 3 clusters Score -203931.7 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -204041.734375 Penalty: 3463.959717
	Iteration 4Q: 3 clusters Score -204041.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -204139.000000 Penalty: 3463.959717
	Iteration 5Q: 3 clusters Score -204139 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -204242.062500 Penalty: 3463.959717
	Iteration 6F: 3 clusters Score -204242.1 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -204357.546875 Penalty: 3463.959717
	Iteration 7F: 3 clusters Score -204357.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -204449.859375 Penalty: 3463.959717
	Iteration 8Q: 3 clusters Score -204449.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -204527.453125 Penalty: 3463.959717
	Iteration 9Q: 3 clusters Score -204527.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -204588.406250 Penalty: 3463.959717
	Iteration 10Q: 3 clusters Score -204588.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -204634.937500 Penalty: 3463.959717
	Iteration 11Q: 3 clusters Score -204634.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -204676.000000 Penalty: 3463.959717
	Iteration 12Q: 3 clusters Score -204676 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -204707.531250 Penalty: 3463.959717
	Iteration 13Q: 3 clusters Score -204707.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -204732.000000 Penalty: 3463.959717
	Iteration 14Q: 3 clusters Score -204732 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -204742.078125 Penalty: 3463.959717
	Iteration 15Q: 3 clusters Score -204742.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 826 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -204752.437500 Penalty: 3463.959717
	Iteration 16Q: 3 clusters Score -204752.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 828 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -204759.937500 Penalty: 3463.959717
	Iteration 17Q: 3 clusters Score -204759.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -204769.578125 Penalty: 3463.959717
	Iteration 18Q: 3 clusters Score -204769.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -204774.812500 Penalty: 3463.959717
	Iteration 19Q: 3 clusters Score -204774.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -204777.687500 Penalty: 3463.959717
	Iteration 20F: 3 clusters Score -204777.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -204786.984375 Penalty: 3463.959717
	Iteration 21Q: 3 clusters Score -204787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 841 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -204791.843750 Penalty: 3463.959717
	Iteration 22Q: 3 clusters Score -204791.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -204798.437500 Penalty: 3463.959717
	Iteration 23Q: 3 clusters Score -204798.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -204805.843750 Penalty: 3463.959717
	Iteration 24Q: 3 clusters Score -204805.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -204811.812500 Penalty: 3463.959717
	Iteration 25Q: 3 clusters Score -204811.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 851 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -204811.812500 Penalty: 3463.959717
	Iteration 26F: 3 clusters Score -204811.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (32509 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32509 members 
Entering Unmasked Estep 
Score: -6543756.000000 Penalty: 2576.539551
	Iteration 0F: 2 clusters Score -6543756 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16147 members 
Mstep: Class 2 contains 16362 members 
Entering Unmasked Estep 
Score: -6526308.500000 Penalty: 5153.079102
	Iteration 0F: 3 clusters Score -6526308 nChanged 14725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15606 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
Score: -6534336.000000 Penalty: 5153.079102
	Iteration 1F: 3 clusters Score -6534336 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15284 members 
Mstep: Class 2 contains 17225 members 
Entering Unmasked Estep 
Score: -6534918.000000 Penalty: 5153.079102
	Iteration 2F: 3 clusters Score -6534918 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14912 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -6535612.500000 Penalty: 5153.079102
	Iteration 3F: 3 clusters Score -6535612 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14550 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -6536395.500000 Penalty: 5153.079102
	Iteration 4F: 3 clusters Score -6536396 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14244 members 
Mstep: Class 2 contains 18265 members 
Entering Unmasked Estep 
Score: -6537309.000000 Penalty: 5153.079102
	Iteration 5F: 3 clusters Score -6537309 nChanged 1801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13981 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -6538603.500000 Penalty: 5153.079102
	Iteration 6F: 3 clusters Score -6538604 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 18590 members 
Entering Unmasked Estep 
Score: -6540103.000000 Penalty: 5153.079102
	Iteration 7F: 3 clusters Score -6540103 nChanged 1948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13955 members 
Mstep: Class 2 contains 18554 members 
Entering Unmasked Estep 
Score: -6541574.000000 Penalty: 5153.079102
	Iteration 8F: 3 clusters Score -6541574 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14101 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -6542512.500000 Penalty: 5153.079102
	Iteration 9F: 3 clusters Score -6542512 nChanged 1178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14325 members 
Mstep: Class 2 contains 18184 members 
Entering Unmasked Estep 
Score: -6543015.500000 Penalty: 5153.079102
	Iteration 10Q: 3 clusters Score -6543016 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14532 members 
Mstep: Class 2 contains 17977 members 
Entering Unmasked Estep 
Score: -6543302.000000 Penalty: 5153.079102
	Iteration 11Q: 3 clusters Score -6543302 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14667 members 
Mstep: Class 2 contains 17842 members 
Entering Unmasked Estep 
Score: -6543542.000000 Penalty: 5153.079102
	Iteration 12Q: 3 clusters Score -6543542 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14803 members 
Mstep: Class 2 contains 17706 members 
Entering Unmasked Estep 
Score: -6543725.000000 Penalty: 5153.079102
	Iteration 13Q: 3 clusters Score -6543725 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14930 members 
Mstep: Class 2 contains 17579 members 
Entering Unmasked Estep 
Score: -6543863.000000 Penalty: 5153.079102
	Iteration 14Q: 3 clusters Score -6543863 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15059 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -6543986.000000 Penalty: 5153.079102
	Iteration 15Q: 3 clusters Score -6543986 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15230 members 
Mstep: Class 2 contains 17279 members 
Entering Unmasked Estep 
Score: -6544115.000000 Penalty: 5153.079102
	Iteration 16Q: 3 clusters Score -6544115 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 17113 members 
Entering Unmasked Estep 
Score: -6544204.500000 Penalty: 5153.079102
	Iteration 17Q: 3 clusters Score -6544204 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15561 members 
Mstep: Class 2 contains 16948 members 
Entering Unmasked Estep 
Score: -6544326.500000 Penalty: 5153.079102
	Iteration 18Q: 3 clusters Score -6544326 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15719 members 
Mstep: Class 2 contains 16790 members 
Entering Unmasked Estep 
Score: -6544421.000000 Penalty: 5153.079102
	Iteration 19Q: 3 clusters Score -6544421 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15841 members 
Mstep: Class 2 contains 16668 members 
Entering Unmasked Estep 
Score: -6544490.500000 Penalty: 5153.079102
	Iteration 20F: 3 clusters Score -6544490 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15961 members 
Mstep: Class 2 contains 16548 members 
Entering Unmasked Estep 
Score: -6544525.500000 Penalty: 5153.079102
	Iteration 21Q: 3 clusters Score -6544526 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16073 members 
Mstep: Class 2 contains 16436 members 
Entering Unmasked Estep 
Score: -6544563.500000 Penalty: 5153.079102
	Iteration 22Q: 3 clusters Score -6544564 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16215 members 
Mstep: Class 2 contains 16294 members 
Entering Unmasked Estep 
Score: -6544579.000000 Penalty: 5153.079102
	Iteration 23Q: 3 clusters Score -6544579 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16344 members 
Mstep: Class 2 contains 16165 members 
Entering Unmasked Estep 
Score: -6544588.500000 Penalty: 5153.079102
	Iteration 24Q: 3 clusters Score -6544588 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16454 members 
Mstep: Class 2 contains 16055 members 
Entering Unmasked Estep 
Score: -6544621.500000 Penalty: 5153.079102
	Iteration 25Q: 3 clusters Score -6544622 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16530 members 
Mstep: Class 2 contains 15979 members 
Entering Unmasked Estep 
Score: -6544626.000000 Penalty: 5153.079102
	Iteration 26Q: 3 clusters Score -6544626 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16608 members 
Mstep: Class 2 contains 15901 members 
Entering Unmasked Estep 
Score: -6544647.000000 Penalty: 5153.079102
	Iteration 27Q: 3 clusters Score -6544647 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 15835 members 
Entering Unmasked Estep 
Score: -6544672.500000 Penalty: 5153.079102
	Iteration 28Q: 3 clusters Score -6544672 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 15791 members 
Entering Unmasked Estep 
Score: -6544688.500000 Penalty: 5153.079102
	Iteration 29Q: 3 clusters Score -6544688 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16748 members 
Mstep: Class 2 contains 15761 members 
Entering Unmasked Estep 
Score: -6544690.500000 Penalty: 5153.079102
	Iteration 30Q: 3 clusters Score -6544690 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16781 members 
Mstep: Class 2 contains 15728 members 
Entering Unmasked Estep 
Score: -6544697.000000 Penalty: 5153.079102
	Iteration 31Q: 3 clusters Score -6544697 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16813 members 
Mstep: Class 2 contains 15696 members 
Entering Unmasked Estep 
Score: -6544680.500000 Penalty: 5153.079102
	Iteration 32Q: 3 clusters Score -6544680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16837 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -6544695.000000 Penalty: 5153.079102
	Iteration 33Q: 3 clusters Score -6544695 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -6544677.500000 Penalty: 5153.079102
	Iteration 34Q: 3 clusters Score -6544678 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16881 members 
Mstep: Class 2 contains 15628 members 
Entering Unmasked Estep 
Score: -6544667.500000 Penalty: 5153.079102
	Iteration 35Q: 3 clusters Score -6544668 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16904 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -6544678.000000 Penalty: 5153.079102
	Iteration 36Q: 3 clusters Score -6544678 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 15582 members 
Entering Unmasked Estep 
Score: -6544685.500000 Penalty: 5153.079102
	Iteration 37Q: 3 clusters Score -6544686 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 15562 members 
Entering Unmasked Estep 
Score: -6544689.500000 Penalty: 5153.079102
	Iteration 38Q: 3 clusters Score -6544690 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16956 members 
Mstep: Class 2 contains 15553 members 
Entering Unmasked Estep 
Score: -6544704.000000 Penalty: 5153.079102
	Iteration 39Q: 3 clusters Score -6544704 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16976 members 
Mstep: Class 2 contains 15533 members 
Entering Unmasked Estep 
Score: -6544708.500000 Penalty: 5153.079102
	Iteration 40F: 3 clusters Score -6544708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16989 members 
Mstep: Class 2 contains 15520 members 
Entering Unmasked Estep 
Score: -6544688.500000 Penalty: 5153.079102
	Iteration 41Q: 3 clusters Score -6544688 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 15506 members 
Entering Unmasked Estep 
Score: -6544686.500000 Penalty: 5153.079102
	Iteration 42Q: 3 clusters Score -6544686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -6544680.500000 Penalty: 5153.079102
	Iteration 43Q: 3 clusters Score -6544680 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 15469 members 
Entering Unmasked Estep 
Score: -6544690.500000 Penalty: 5153.079102
	Iteration 44Q: 3 clusters Score -6544690 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17075 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -6544705.000000 Penalty: 5153.079102
	Iteration 45Q: 3 clusters Score -6544705 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17115 members 
Mstep: Class 2 contains 15394 members 
Entering Unmasked Estep 
Score: -6544708.000000 Penalty: 5153.079102
	Iteration 46Q: 3 clusters Score -6544708 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17156 members 
Mstep: Class 2 contains 15353 members 
Entering Unmasked Estep 
Score: -6544717.500000 Penalty: 5153.079102
	Iteration 47Q: 3 clusters Score -6544718 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17207 members 
Mstep: Class 2 contains 15302 members 
Entering Unmasked Estep 
Score: -6544716.500000 Penalty: 5153.079102
	Iteration 48Q: 3 clusters Score -6544716 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -6544713.500000 Penalty: 5153.079102
	Iteration 49Q: 3 clusters Score -6544714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 15206 members 
Entering Unmasked Estep 
Score: -6544727.000000 Penalty: 5153.079102
	Iteration 50Q: 3 clusters Score -6544727 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 15169 members 
Entering Unmasked Estep 
Score: -6544722.000000 Penalty: 5153.079102
	Iteration 51Q: 3 clusters Score -6544722 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -6544729.500000 Penalty: 5153.079102
	Iteration 52Q: 3 clusters Score -6544730 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17384 members 
Mstep: Class 2 contains 15125 members 
Entering Unmasked Estep 
Score: -6544733.500000 Penalty: 5153.079102
	Iteration 53Q: 3 clusters Score -6544734 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17407 members 
Mstep: Class 2 contains 15102 members 
Entering Unmasked Estep 
Score: -6544738.500000 Penalty: 5153.079102
	Iteration 54Q: 3 clusters Score -6544738 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17437 members 
Mstep: Class 2 contains 15072 members 
Entering Unmasked Estep 
Score: -6544744.500000 Penalty: 5153.079102
	Iteration 55Q: 3 clusters Score -6544744 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -6544757.000000 Penalty: 5153.079102
	Iteration 56Q: 3 clusters Score -6544757 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -6544762.000000 Penalty: 5153.079102
	Iteration 57Q: 3 clusters Score -6544762 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17494 members 
Mstep: Class 2 contains 15015 members 
Entering Unmasked Estep 
Score: -6544765.000000 Penalty: 5153.079102
	Iteration 58Q: 3 clusters Score -6544765 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 14998 members 
Entering Unmasked Estep 
Score: -6544753.500000 Penalty: 5153.079102
	Iteration 59Q: 3 clusters Score -6544754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17538 members 
Mstep: Class 2 contains 14971 members 
Entering Unmasked Estep 
Score: -6544757.500000 Penalty: 5153.079102
	Iteration 60F: 3 clusters Score -6544758 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17559 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
Score: -6544764.000000 Penalty: 5153.079102
	Iteration 61Q: 3 clusters Score -6544764 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17568 members 
Mstep: Class 2 contains 14941 members 
Entering Unmasked Estep 
Score: -6544753.500000 Penalty: 5153.079102
	Iteration 62Q: 3 clusters Score -6544754 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17578 members 
Mstep: Class 2 contains 14931 members 
Entering Unmasked Estep 
Score: -6544752.500000 Penalty: 5153.079102
	Iteration 63Q: 3 clusters Score -6544752 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17590 members 
Mstep: Class 2 contains 14919 members 
Entering Unmasked Estep 
Score: -6544757.000000 Penalty: 5153.079102
	Iteration 64Q: 3 clusters Score -6544757 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 14911 members 
Entering Unmasked Estep 
Score: -6544755.500000 Penalty: 5153.079102
	Iteration 65Q: 3 clusters Score -6544756 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -6544761.500000 Penalty: 5153.079102
	Iteration 66Q: 3 clusters Score -6544762 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17617 members 
Mstep: Class 2 contains 14892 members 
Entering Unmasked Estep 
Score: -6544773.000000 Penalty: 5153.079102
	Iteration 67Q: 3 clusters Score -6544773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17626 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -6544772.500000 Penalty: 5153.079102
	Iteration 68Q: 3 clusters Score -6544772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17634 members 
Mstep: Class 2 contains 14875 members 
Entering Unmasked Estep 
Score: -6544765.500000 Penalty: 5153.079102
	Iteration 69Q: 3 clusters Score -6544766 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17641 members 
Mstep: Class 2 contains 14868 members 
Entering Unmasked Estep 
Score: -6544775.500000 Penalty: 5153.079102
	Iteration 70Q: 3 clusters Score -6544776 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17654 members 
Mstep: Class 2 contains 14855 members 
Entering Unmasked Estep 
Score: -6544790.000000 Penalty: 5153.079102
	Iteration 71Q: 3 clusters Score -6544790 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17661 members 
Mstep: Class 2 contains 14848 members 
Entering Unmasked Estep 
Score: -6544778.500000 Penalty: 5153.079102
	Iteration 72Q: 3 clusters Score -6544778 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17669 members 
Mstep: Class 2 contains 14840 members 
Entering Unmasked Estep 
Score: -6544783.000000 Penalty: 5153.079102
	Iteration 73Q: 3 clusters Score -6544783 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17679 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -6544793.500000 Penalty: 5153.079102
	Iteration 74Q: 3 clusters Score -6544794 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17686 members 
Mstep: Class 2 contains 14823 members 
Entering Unmasked Estep 
Score: -6544793.500000 Penalty: 5153.079102
	Iteration 75Q: 3 clusters Score -6544794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17708 members 
Mstep: Class 2 contains 14801 members 
Entering Unmasked Estep 
Score: -6544799.500000 Penalty: 5153.079102
	Iteration 76Q: 3 clusters Score -6544800 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17721 members 
Mstep: Class 2 contains 14788 members 
Entering Unmasked Estep 
Score: -6544803.500000 Penalty: 5153.079102
	Iteration 77Q: 3 clusters Score -6544804 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17726 members 
Mstep: Class 2 contains 14783 members 
Entering Unmasked Estep 
Score: -6544810.000000 Penalty: 5153.079102
	Iteration 78Q: 3 clusters Score -6544810 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17741 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -6544813.500000 Penalty: 5153.079102
	Iteration 79Q: 3 clusters Score -6544814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 14755 members 
Entering Unmasked Estep 
Score: -6544807.000000 Penalty: 5153.079102
	Iteration 80F: 3 clusters Score -6544807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -6544800.500000 Penalty: 5153.079102
	Iteration 81Q: 3 clusters Score -6544800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 14722 members 
Entering Unmasked Estep 
Score: -6544798.500000 Penalty: 5153.079102
	Iteration 82Q: 3 clusters Score -6544798 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17805 members 
Mstep: Class 2 contains 14704 members 
Entering Unmasked Estep 
Score: -6544795.000000 Penalty: 5153.079102
	Iteration 83Q: 3 clusters Score -6544795 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17829 members 
Mstep: Class 2 contains 14680 members 
Entering Unmasked Estep 
Score: -6544788.500000 Penalty: 5153.079102
	Iteration 84Q: 3 clusters Score -6544788 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17863 members 
Mstep: Class 2 contains 14646 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -6544792 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -6544786 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17919 members 
Mstep: Class 2 contains 14590 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -6544786 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 17943 members 
Mstep: Class 2 contains 14566 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -6544780 nChanged 24
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Mstep: Class 1 contains 17963 members 
Mstep: Class 2 contains 14546 members 
Entering Unmasked Estep 
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	Iteration 89Q: 3 clusters Score -6544772 nChanged 26
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Mstep: Class 1 contains 17989 members 
Mstep: Class 2 contains 14520 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -6544780 nChanged 38
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 14484 members 
Entering Unmasked Estep 
Score: -6544777.500000 Penalty: 5153.079102
	Iteration 91Q: 3 clusters Score -6544778 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18067 members 
Mstep: Class 2 contains 14442 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -6544766 nChanged 44
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14398 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -6544768 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18146 members 
Mstep: Class 2 contains 14363 members 
Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -6544764 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18176 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -6544780 nChanged 35
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18203 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -6544794 nChanged 31
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Mstep: Class 1 contains 18220 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -6544796 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18236 members 
Mstep: Class 2 contains 14273 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -6544808 nChanged 32
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18256 members 
Mstep: Class 2 contains 14253 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -6544808 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18277 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -6544810.000000 Penalty: 5153.079102
	Iteration 100F: 3 clusters Score -6544810 nChanged 31
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 14211 members 
Entering Unmasked Estep 
Score: -6544818.000000 Penalty: 5153.079102
	Iteration 101Q: 3 clusters Score -6544818 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18321 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -6544816.500000 Penalty: 5153.079102
	Iteration 102Q: 3 clusters Score -6544816 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18344 members 
Mstep: Class 2 contains 14165 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -6544818 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18373 members 
Mstep: Class 2 contains 14136 members 
Entering Unmasked Estep 
Score: -6544824.500000 Penalty: 5153.079102
	Iteration 104Q: 3 clusters Score -6544824 nChanged 45
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Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 14113 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -6544829 nChanged 43
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Mstep: Class 1 contains 18417 members 
Mstep: Class 2 contains 14092 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -6544828 nChanged 32
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Mstep: Class 1 contains 18439 members 
Mstep: Class 2 contains 14070 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -6544822 nChanged 27
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Mstep: Class 1 contains 18452 members 
Mstep: Class 2 contains 14057 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -6544808 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18462 members 
Mstep: Class 2 contains 14047 members 
Entering Unmasked Estep 
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	Iteration 109Q: 3 clusters Score -6544808 nChanged 27
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Mstep: Class 1 contains 18481 members 
Mstep: Class 2 contains 14028 members 
Entering Unmasked Estep 
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	Iteration 110Q: 3 clusters Score -6544820 nChanged 23
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Mstep: Class 1 contains 18494 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -6544814 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -6544818 nChanged 25
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Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -6544827 nChanged 22
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Mstep: Class 1 contains 18522 members 
Mstep: Class 2 contains 13987 members 
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	Iteration 114Q: 3 clusters Score -6544820 nChanged 21
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Mstep: Class 1 contains 18533 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -6544819 nChanged 26
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Mstep: Class 1 contains 18537 members 
Mstep: Class 2 contains 13972 members 
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	Iteration 116Q: 3 clusters Score -6544820 nChanged 21
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Mstep: Class 1 contains 18536 members 
Mstep: Class 2 contains 13973 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -6544810 nChanged 15
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Mstep: Class 1 contains 18535 members 
Mstep: Class 2 contains 13974 members 
Entering Unmasked Estep 
Score: -6544812.500000 Penalty: 5153.079102
	Iteration 118Q: 3 clusters Score -6544812 nChanged 7
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Mstep: Class 1 contains 18532 members 
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	Iteration 119Q: 3 clusters Score -6544806 nChanged 5
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Mstep: Class 1 contains 18529 members 
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	Iteration 120F: 3 clusters Score -6544814 nChanged 7
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Mstep: Class 1 contains 18532 members 
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Entering Unmasked Estep 
Score: -6544821.500000 Penalty: 5153.079102
	Iteration 121Q: 3 clusters Score -6544822 nChanged 10
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Mstep: Class 1 contains 18536 members 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -6544813 nChanged 13
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Mstep: Class 1 contains 18543 members 
Mstep: Class 2 contains 13966 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -6544808 nChanged 15
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Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 13959 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -6544800 nChanged 11
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Mstep: Class 1 contains 18551 members 
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Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -6544804 nChanged 8
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Mstep: Class 1 contains 18549 members 
Mstep: Class 2 contains 13960 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -6544802 nChanged 8
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Mstep: Class 1 contains 18549 members 
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	Iteration 127Q: 3 clusters Score -6544804 nChanged 12
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Mstep: Class 1 contains 18555 members 
Mstep: Class 2 contains 13954 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -6544813 nChanged 15
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Mstep: Class 1 contains 18560 members 
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	Iteration 129Q: 3 clusters Score -6544805 nChanged 15
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Mstep: Class 1 contains 18569 members 
Mstep: Class 2 contains 13940 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -6544810 nChanged 18
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Mstep: Class 1 contains 18583 members 
Mstep: Class 2 contains 13926 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -6544805 nChanged 17
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Mstep: Class 1 contains 18600 members 
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Entering Unmasked Estep 
Score: -6544821.000000 Penalty: 5153.079102
	Iteration 132Q: 3 clusters Score -6544821 nChanged 17
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Mstep: Class 1 contains 18615 members 
Mstep: Class 2 contains 13894 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -6544818 nChanged 14
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -6544819 nChanged 10
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Mstep: Class 1 contains 18639 members 
Mstep: Class 2 contains 13870 members 
Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -6544827 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18651 members 
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Entering Unmasked Estep 
Score: -6544812.000000 Penalty: 5153.079102
	Iteration 136Q: 3 clusters Score -6544812 nChanged 16
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Mstep: Class 1 contains 18667 members 
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Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -6544806 nChanged 14
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Mstep: Class 1 contains 18679 members 
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Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -6544810 nChanged 14
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Mstep: Class 1 contains 18693 members 
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Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -6544807 nChanged 13
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Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 13803 members 
Entering Unmasked Estep 
Score: -6544796.500000 Penalty: 5153.079102
	Iteration 140F: 3 clusters Score -6544796 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18714 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
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	Iteration 141Q: 3 clusters Score -6544802 nChanged 18
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Mstep: Class 1 contains 18728 members 
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -6544792 nChanged 15
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Mstep: Class 1 contains 18739 members 
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Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -6544796 nChanged 15
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Mstep: Class 1 contains 18752 members 
Mstep: Class 2 contains 13757 members 
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	Iteration 144Q: 3 clusters Score -6544802 nChanged 18
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13741 members 
Entering Unmasked Estep 
Score: -6544816.500000 Penalty: 5153.079102
	Iteration 145Q: 3 clusters Score -6544816 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 18781 members 
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Score: -6544815.500000 Penalty: 5153.079102
	Iteration 146Q: 3 clusters Score -6544816 nChanged 10
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	Iteration 147Q: 3 clusters Score -6544810 nChanged 10
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -6544806 nChanged 7
Entering Unmasked Mstep 
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Mstep: Class 2 contains 13711 members 
Entering Unmasked Estep 
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	Iteration 149Q: 3 clusters Score -6544802 nChanged 5
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Mstep: Class 2 contains 13710 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -6544814 nChanged 3
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	Iteration 151Q: 3 clusters Score -6544808 nChanged 3
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Entering Unmasked Estep 
Score: -6544812.500000 Penalty: 5153.079102
	Iteration 152Q: 3 clusters Score -6544812 nChanged 3
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Mstep: Class 1 contains 18804 members 
Mstep: Class 2 contains 13705 members 
Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -6544810 nChanged 4
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	Iteration 154Q: 3 clusters Score -6544810 nChanged 2
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	Iteration 155Q: 3 clusters Score -6544811 nChanged 2
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	Iteration 156Q: 3 clusters Score -6544810 nChanged 3
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	Iteration 157Q: 3 clusters Score -6544806 nChanged 3
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	Iteration 158Q: 3 clusters Score -6544810 nChanged 3
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	Iteration 159Q: 3 clusters Score -6544810 nChanged 3
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	Iteration 160F: 3 clusters Score -6544806 nChanged 2
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	Iteration 161Q: 3 clusters Score -6544810 nChanged 5
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	Iteration 162Q: 3 clusters Score -6544800 nChanged 7
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	Iteration 163Q: 3 clusters Score -6544801 nChanged 7
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	Iteration 164Q: 3 clusters Score -6544798 nChanged 8
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	Iteration 165Q: 3 clusters Score -6544810 nChanged 6
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	Iteration 166Q: 3 clusters Score -6544808 nChanged 11
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	Iteration 167Q: 3 clusters Score -6544800 nChanged 8
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Entering Unmasked Estep 
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	Iteration 168Q: 3 clusters Score -6544795 nChanged 8
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	Iteration 169Q: 3 clusters Score -6544792 nChanged 6
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	Iteration 170Q: 3 clusters Score -6544796 nChanged 10
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	Iteration 171Q: 3 clusters Score -6544805 nChanged 10
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	Iteration 172Q: 3 clusters Score -6544803 nChanged 9
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Score: -6544813.500000 Penalty: 5153.079102
	Iteration 173Q: 3 clusters Score -6544814 nChanged 8
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -6544811 nChanged 11
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Score: -6544816.500000 Penalty: 5153.079102
	Iteration 175Q: 3 clusters Score -6544816 nChanged 7
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Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -6544817 nChanged 8
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	Iteration 177Q: 3 clusters Score -6544818 nChanged 11
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	Iteration 178Q: 3 clusters Score -6544820 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18922 members 
Mstep: Class 2 contains 13587 members 
Entering Unmasked Estep 
Score: -6544824.000000 Penalty: 5153.079102
	Iteration 179Q: 3 clusters Score -6544824 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18935 members 
Mstep: Class 2 contains 13574 members 
Entering Unmasked Estep 
Score: -6544829.500000 Penalty: 5153.079102
	Iteration 180F: 3 clusters Score -6544830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -6544832.000000 Penalty: 5153.079102
	Iteration 181Q: 3 clusters Score -6544832 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18978 members 
Mstep: Class 2 contains 13531 members 
Entering Unmasked Estep 
Score: -6544830.000000 Penalty: 5153.079102
	Iteration 182Q: 3 clusters Score -6544830 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18993 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -6544835.500000 Penalty: 5153.079102
	Iteration 183Q: 3 clusters Score -6544836 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19011 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -6544835.000000 Penalty: 5153.079102
	Iteration 184Q: 3 clusters Score -6544835 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19031 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -6544828.500000 Penalty: 5153.079102
	Iteration 185Q: 3 clusters Score -6544828 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19050 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -6544831.500000 Penalty: 5153.079102
	Iteration 186Q: 3 clusters Score -6544832 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19078 members 
Mstep: Class 2 contains 13431 members 
Entering Unmasked Estep 
Score: -6544822.000000 Penalty: 5153.079102
	Iteration 187Q: 3 clusters Score -6544822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 13408 members 
Entering Unmasked Estep 
Score: -6544822.500000 Penalty: 5153.079102
	Iteration 188Q: 3 clusters Score -6544822 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19125 members 
Mstep: Class 2 contains 13384 members 
Entering Unmasked Estep 
Score: -6544829.500000 Penalty: 5153.079102
	Iteration 189Q: 3 clusters Score -6544830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19138 members 
Mstep: Class 2 contains 13371 members 
Entering Unmasked Estep 
Score: -6544824.500000 Penalty: 5153.079102
	Iteration 190Q: 3 clusters Score -6544824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19152 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -6544824.000000 Penalty: 5153.079102
	Iteration 191Q: 3 clusters Score -6544824 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19158 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -6544819.500000 Penalty: 5153.079102
	Iteration 192Q: 3 clusters Score -6544820 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19166 members 
Mstep: Class 2 contains 13343 members 
Entering Unmasked Estep 
Score: -6544825.000000 Penalty: 5153.079102
	Iteration 193Q: 3 clusters Score -6544825 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 13338 members 
Entering Unmasked Estep 
Score: -6544823.500000 Penalty: 5153.079102
	Iteration 194Q: 3 clusters Score -6544824 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19180 members 
Mstep: Class 2 contains 13329 members 
Entering Unmasked Estep 
Score: -6544828.000000 Penalty: 5153.079102
	Iteration 195Q: 3 clusters Score -6544828 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19190 members 
Mstep: Class 2 contains 13319 members 
Entering Unmasked Estep 
Score: -6544835.000000 Penalty: 5153.079102
	Iteration 196Q: 3 clusters Score -6544835 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19199 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -6544826.000000 Penalty: 5153.079102
	Iteration 197Q: 3 clusters Score -6544826 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19209 members 
Mstep: Class 2 contains 13300 members 
Entering Unmasked Estep 
Score: -6544821.000000 Penalty: 5153.079102
	Iteration 198Q: 3 clusters Score -6544821 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19224 members 
Mstep: Class 2 contains 13285 members 
Entering Unmasked Estep 
Score: -6544825.000000 Penalty: 5153.079102
	Iteration 199Q: 3 clusters Score -6544825 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19236 members 
Mstep: Class 2 contains 13273 members 
Entering Unmasked Estep 
Score: -6544827.000000 Penalty: 5153.079102
	Iteration 200F: 3 clusters Score -6544827 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19242 members 
Mstep: Class 2 contains 13267 members 
Entering Unmasked Estep 
Score: -6544822.000000 Penalty: 5153.079102
	Iteration 201Q: 3 clusters Score -6544822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19247 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -6544823.500000 Penalty: 5153.079102
	Iteration 202Q: 3 clusters Score -6544824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19252 members 
Mstep: Class 2 contains 13257 members 
Entering Unmasked Estep 
Score: -6544823.000000 Penalty: 5153.079102
	Iteration 203Q: 3 clusters Score -6544823 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19255 members 
Mstep: Class 2 contains 13254 members 
Entering Unmasked Estep 
Score: -6544823.500000 Penalty: 5153.079102
	Iteration 204Q: 3 clusters Score -6544824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19257 members 
Mstep: Class 2 contains 13252 members 
Entering Unmasked Estep 
Score: -6544819.500000 Penalty: 5153.079102
	Iteration 205Q: 3 clusters Score -6544820 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19261 members 
Mstep: Class 2 contains 13248 members 
Entering Unmasked Estep 
Score: -6544819.000000 Penalty: 5153.079102
	Iteration 206Q: 3 clusters Score -6544819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19263 members 
Mstep: Class 2 contains 13246 members 
Entering Unmasked Estep 
Score: -6544827.000000 Penalty: 5153.079102
	Iteration 207Q: 3 clusters Score -6544827 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19265 members 
Mstep: Class 2 contains 13244 members 
Entering Unmasked Estep 
Score: -6544824.500000 Penalty: 5153.079102
	Iteration 208Q: 3 clusters Score -6544824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -6544828.500000 Penalty: 5153.079102
	Iteration 209Q: 3 clusters Score -6544828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19269 members 
Mstep: Class 2 contains 13240 members 
Entering Unmasked Estep 
Score: -6544828.500000 Penalty: 5153.079102
	Iteration 210F: 3 clusters Score -6544828 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 7943 members 
Mstep: Class 3 contains 35628 members 
Mstep: Class 4 contains 42444 members 
Mstep: Class 5 contains 25701 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 37962 members 
Mstep: Class 8 contains 52292 members 
Mstep: Class 9 contains 57894 members 
Mstep: Class 10 contains 17583 members 
Mstep: Class 11 contains 30932 members 
Mstep: Class 12 contains 59293 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18932 members 
Mstep: Class 15 contains 9839 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38000 members 
Mstep: Class 18 contains 6013 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25928 members 
Mstep: Class 22 contains 33510 members 
Mstep: Class 23 contains 30128 members 
Mstep: Class 24 contains 23202 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 40600 members 
Mstep: Class 27 contains 57613 members 
Mstep: Class 28 contains 57016 members 
Mstep: Class 29 contains 4279 members 
Mstep: Class 30 contains 21812 members 
Mstep: Class 31 contains 57523 members 
Mstep: Class 32 contains 25177 members 
Mstep: Class 33 contains 42913 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45228 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 19269 members 
Mstep: Class 40 contains 696 members 
Mstep: Class 41 contains 23229 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30421 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47247 members 
Mstep: Class 47 contains 35648 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 13240 members 
Entering Unmasked Estep 
Score: -207962016.000000 Penalty: 169222.343750
Splitting cluster 39 changes total score from -207958656.000000 to -207962016.000000
So it's getting split into cluster 49.
Entering ConstructFrom: 
Trying to split cluster 40 (696 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 696 members 
Entering Unmasked Estep 
Score: -113293.742188 Penalty: 1623.246704
	Iteration 0F: 2 clusters Score -113293.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -111693.750000 Penalty: 3246.493408
	Iteration 0F: 3 clusters Score -111693.8 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -111923.625000 Penalty: 3246.493408
	Iteration 1F: 3 clusters Score -111923.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -112006.359375 Penalty: 3246.493408
	Iteration 2F: 3 clusters Score -112006.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -112079.109375 Penalty: 3246.493408
	Iteration 3Q: 3 clusters Score -112079.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -112198.320312 Penalty: 3246.493408
	Iteration 4F: 3 clusters Score -112198.3 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -112343.765625 Penalty: 3246.493408
	Iteration 5F: 3 clusters Score -112343.8 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 210 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -112732.531250 Penalty: 3246.493408
	Iteration 6F: 3 clusters Score -112732.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -113093.539062 Penalty: 3246.493408
	Iteration 7F: 3 clusters Score -113093.5 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -113250.546875 Penalty: 3246.493408
	Iteration 8Q: 3 clusters Score -113250.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -113333.828125 Penalty: 3246.493408
	Iteration 9Q: 3 clusters Score -113333.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -113350.171875 Penalty: 3246.493408
	Iteration 10Q: 3 clusters Score -113350.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -113371.500000 Penalty: 3246.493408
	Iteration 11Q: 3 clusters Score -113371.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -113381.171875 Penalty: 3246.493408
	Iteration 12Q: 3 clusters Score -113381.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -113384.578125 Penalty: 3246.493408
	Iteration 13Q: 3 clusters Score -113384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 133 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -113384.578125 Penalty: 3246.493408
	Iteration 14F: 3 clusters Score -113384.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 7943 members 
Mstep: Class 3 contains 35628 members 
Mstep: Class 4 contains 42444 members 
Mstep: Class 5 contains 25701 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 37962 members 
Mstep: Class 8 contains 52292 members 
Mstep: Class 9 contains 57894 members 
Mstep: Class 10 contains 17583 members 
Mstep: Class 11 contains 30932 members 
Mstep: Class 12 contains 59293 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18932 members 
Mstep: Class 15 contains 9839 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38000 members 
Mstep: Class 18 contains 6013 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25928 members 
Mstep: Class 22 contains 33510 members 
Mstep: Class 23 contains 30128 members 
Mstep: Class 24 contains 23202 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 40600 members 
Mstep: Class 27 contains 57613 members 
Mstep: Class 28 contains 57016 members 
Mstep: Class 29 contains 4279 members 
Mstep: Class 30 contains 21812 members 
Mstep: Class 31 contains 57523 members 
Mstep: Class 32 contains 25177 members 
Mstep: Class 33 contains 42913 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45228 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 19269 members 
Mstep: Class 40 contains 133 members 
Mstep: Class 41 contains 23229 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30421 members 
Mstep: Class 44 contains 720 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47247 members 
Mstep: Class 47 contains 35648 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 13240 members 
Mstep: Class 50 contains 563 members 
Entering Unmasked Estep 
Score: -207960448.000000 Penalty: 172675.859375
Splitting cluster 40 changes total score from -207958656.000000 to -207960448.000000
So it's getting split into cluster 50.
Entering ConstructFrom: 
Trying to split cluster 41 (23229 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23229 members 
Entering Unmasked Estep 
Score: -4291737.000000 Penalty: 2493.182861
	Iteration 0F: 2 clusters Score -4291737 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11606 members 
Mstep: Class 2 contains 11623 members 
Entering Unmasked Estep 
Score: -4275415.000000 Penalty: 4986.365723
	Iteration 0F: 3 clusters Score -4275415 nChanged 10380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 11649 members 
Entering Unmasked Estep 
Score: -4281094.500000 Penalty: 4986.365723
	Iteration 1F: 3 clusters Score -4281094 nChanged 1243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11619 members 
Mstep: Class 2 contains 11610 members 
Entering Unmasked Estep 
Score: -4281612.000000 Penalty: 4986.365723
	Iteration 2F: 3 clusters Score -4281612 nChanged 1161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -4282108.000000 Penalty: 4986.365723
	Iteration 3Q: 3 clusters Score -4282108 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11868 members 
Mstep: Class 2 contains 11361 members 
Entering Unmasked Estep 
Score: -4282634.000000 Penalty: 4986.365723
	Iteration 4Q: 3 clusters Score -4282634 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12138 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4283147.500000 Penalty: 4986.365723
	Iteration 5Q: 3 clusters Score -4283148 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 10656 members 
Entering Unmasked Estep 
Score: -4283673.500000 Penalty: 4986.365723
	Iteration 6Q: 3 clusters Score -4283674 nChanged 1191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -4284289.500000 Penalty: 4986.365723
	Iteration 7F: 3 clusters Score -4284290 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13967 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -4284910.500000 Penalty: 4986.365723
	Iteration 8F: 3 clusters Score -4284910 nChanged 1173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14806 members 
Mstep: Class 2 contains 8423 members 
Entering Unmasked Estep 
Score: -4285510.500000 Penalty: 4986.365723
	Iteration 9F: 3 clusters Score -4285510 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15688 members 
Mstep: Class 2 contains 7541 members 
Entering Unmasked Estep 
Score: -4286158.000000 Penalty: 4986.365723
	Iteration 10Q: 3 clusters Score -4286158 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 6671 members 
Entering Unmasked Estep 
Score: -4286814.000000 Penalty: 4986.365723
	Iteration 11Q: 3 clusters Score -4286814 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17406 members 
Mstep: Class 2 contains 5823 members 
Entering Unmasked Estep 
Score: -4287453.500000 Penalty: 4986.365723
	Iteration 12Q: 3 clusters Score -4287454 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18179 members 
Mstep: Class 2 contains 5050 members 
Entering Unmasked Estep 
Score: -4288177.500000 Penalty: 4986.365723
	Iteration 13Q: 3 clusters Score -4288178 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 4378 members 
Entering Unmasked Estep 
Score: -4288889.000000 Penalty: 4986.365723
	Iteration 14Q: 3 clusters Score -4288889 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19326 members 
Mstep: Class 2 contains 3903 members 
Entering Unmasked Estep 
Score: -4289311.000000 Penalty: 4986.365723
	Iteration 15Q: 3 clusters Score -4289311 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19699 members 
Mstep: Class 2 contains 3530 members 
Entering Unmasked Estep 
Score: -4289557.500000 Penalty: 4986.365723
	Iteration 16Q: 3 clusters Score -4289558 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -4289677.000000 Penalty: 4986.365723
	Iteration 17Q: 3 clusters Score -4289677 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20198 members 
Mstep: Class 2 contains 3031 members 
Entering Unmasked Estep 
Score: -4289806.500000 Penalty: 4986.365723
	Iteration 18Q: 3 clusters Score -4289806 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20407 members 
Mstep: Class 2 contains 2822 members 
Entering Unmasked Estep 
Score: -4289925.500000 Penalty: 4986.365723
	Iteration 19Q: 3 clusters Score -4289926 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20574 members 
Mstep: Class 2 contains 2655 members 
Entering Unmasked Estep 
Score: -4290020.500000 Penalty: 4986.365723
	Iteration 20F: 3 clusters Score -4290020 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20718 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -4290077.500000 Penalty: 4986.365723
	Iteration 21Q: 3 clusters Score -4290078 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20813 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -4290111.000000 Penalty: 4986.365723
	Iteration 22Q: 3 clusters Score -4290111 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20891 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -4290137.000000 Penalty: 4986.365723
	Iteration 23Q: 3 clusters Score -4290137 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20944 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -4290148.000000 Penalty: 4986.365723
	Iteration 24Q: 3 clusters Score -4290148 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20992 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -4290168.500000 Penalty: 4986.365723
	Iteration 25Q: 3 clusters Score -4290168 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -4290169.500000 Penalty: 4986.365723
	Iteration 26Q: 3 clusters Score -4290170 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 2143 members 
Entering Unmasked Estep 
Score: -4290188.000000 Penalty: 4986.365723
	Iteration 27Q: 3 clusters Score -4290188 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -4290205.000000 Penalty: 4986.365723
	Iteration 28Q: 3 clusters Score -4290205 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21164 members 
Mstep: Class 2 contains 2065 members 
Entering Unmasked Estep 
Score: -4290206.500000 Penalty: 4986.365723
	Iteration 29Q: 3 clusters Score -4290206 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21195 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -4290226.500000 Penalty: 4986.365723
	Iteration 30Q: 3 clusters Score -4290226 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21228 members 
Mstep: Class 2 contains 2001 members 
Entering Unmasked Estep 
Score: -4290238.500000 Penalty: 4986.365723
	Iteration 31Q: 3 clusters Score -4290238 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21255 members 
Mstep: Class 2 contains 1974 members 
Entering Unmasked Estep 
Score: -4290241.000000 Penalty: 4986.365723
	Iteration 32Q: 3 clusters Score -4290241 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21280 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -4290246.500000 Penalty: 4986.365723
	Iteration 33Q: 3 clusters Score -4290246 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 1934 members 
Entering Unmasked Estep 
Score: -4290250.500000 Penalty: 4986.365723
	Iteration 34Q: 3 clusters Score -4290250 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21309 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -4290258.000000 Penalty: 4986.365723
	Iteration 35Q: 3 clusters Score -4290258 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -4290256.500000 Penalty: 4986.365723
	Iteration 36Q: 3 clusters Score -4290256 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21326 members 
Mstep: Class 2 contains 1903 members 
Entering Unmasked Estep 
Score: -4290257.000000 Penalty: 4986.365723
	Iteration 37Q: 3 clusters Score -4290257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21335 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -4290263.000000 Penalty: 4986.365723
	Iteration 38Q: 3 clusters Score -4290263 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21344 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -4290257.000000 Penalty: 4986.365723
	Iteration 39Q: 3 clusters Score -4290257 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21351 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -4290263.500000 Penalty: 4986.365723
	Iteration 40F: 3 clusters Score -4290264 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 1870 members 
Entering Unmasked Estep 
Score: -4290272.000000 Penalty: 4986.365723
	Iteration 41Q: 3 clusters Score -4290272 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -4290267.000000 Penalty: 4986.365723
	Iteration 42Q: 3 clusters Score -4290267 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -4290263.500000 Penalty: 4986.365723
	Iteration 43Q: 3 clusters Score -4290264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21386 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -4290266.000000 Penalty: 4986.365723
	Iteration 44Q: 3 clusters Score -4290266 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21395 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -4290276.000000 Penalty: 4986.365723
	Iteration 45Q: 3 clusters Score -4290276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -4290278.000000 Penalty: 4986.365723
	Iteration 46Q: 3 clusters Score -4290278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21421 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -4290275.500000 Penalty: 4986.365723
	Iteration 47Q: 3 clusters Score -4290276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21437 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -4290285.500000 Penalty: 4986.365723
	Iteration 48Q: 3 clusters Score -4290286 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21449 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4290289.000000 Penalty: 4986.365723
	Iteration 49Q: 3 clusters Score -4290289 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -4290289.500000 Penalty: 4986.365723
	Iteration 50Q: 3 clusters Score -4290290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21459 members 
Mstep: Class 2 contains 1770 members 
Entering Unmasked Estep 
Score: -4290286.000000 Penalty: 4986.365723
	Iteration 51Q: 3 clusters Score -4290286 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4290284.500000 Penalty: 4986.365723
	Iteration 52Q: 3 clusters Score -4290284 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21461 members 
Mstep: Class 2 contains 1768 members 
Entering Unmasked Estep 
Score: -4290284.500000 Penalty: 4986.365723
	Iteration 53F: 3 clusters Score -4290284 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (96 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Entering Unmasked Estep 
Score: -10167.099609 Penalty: 1131.958374
	Iteration 0F: 2 clusters Score -10167.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 48 members 
Entering Unmasked Estep 
Score: -9596.240234 Penalty: 2263.916748
	Iteration 0F: 3 clusters Score -9596.24 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -9731.207031 Penalty: 2263.916748
	Iteration 1F: 3 clusters Score -9731.207 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9757.628906 Penalty: 2263.916748
	Iteration 2Q: 3 clusters Score -9757.629 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -9757.628906 Penalty: 2263.916748
	Iteration 3F: 3 clusters Score -9757.629 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (30421 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Entering Unmasked Estep 
Score: -5812986.000000 Penalty: 2560.076416
	Iteration 0F: 2 clusters Score -5812986 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15250 members 
Mstep: Class 2 contains 15171 members 
Entering Unmasked Estep 
Score: -5792614.500000 Penalty: 5120.152832
	Iteration 0F: 3 clusters Score -5792614 nChanged 13661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15399 members 
Mstep: Class 2 contains 15022 members 
Entering Unmasked Estep 
Score: -5799861.000000 Penalty: 5120.152832
	Iteration 1F: 3 clusters Score -5799861 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -5800232.500000 Penalty: 5120.152832
	Iteration 2Q: 3 clusters Score -5800232 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15680 members 
Mstep: Class 2 contains 14741 members 
Entering Unmasked Estep 
Score: -5800552.000000 Penalty: 5120.152832
	Iteration 3Q: 3 clusters Score -5800552 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -5800868.500000 Penalty: 5120.152832
	Iteration 4Q: 3 clusters Score -5800868 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16223 members 
Mstep: Class 2 contains 14198 members 
Entering Unmasked Estep 
Score: -5801148.500000 Penalty: 5120.152832
	Iteration 5Q: 3 clusters Score -5801148 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16628 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -5801470.000000 Penalty: 5120.152832
	Iteration 6Q: 3 clusters Score -5801470 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17070 members 
Mstep: Class 2 contains 13351 members 
Entering Unmasked Estep 
Score: -5801701.000000 Penalty: 5120.152832
	Iteration 7Q: 3 clusters Score -5801701 nChanged 923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17643 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -5802001.500000 Penalty: 5120.152832
	Iteration 8Q: 3 clusters Score -5802002 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18451 members 
Mstep: Class 2 contains 11970 members 
Entering Unmasked Estep 
Score: -5802431.000000 Penalty: 5120.152832
	Iteration 9Q: 3 clusters Score -5802431 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19446 members 
Mstep: Class 2 contains 10975 members 
Entering Unmasked Estep 
Score: -5802994.500000 Penalty: 5120.152832
	Iteration 10Q: 3 clusters Score -5802994 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 9698 members 
Entering Unmasked Estep 
Score: -5803755.000000 Penalty: 5120.152832
	Iteration 11Q: 3 clusters Score -5803755 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22221 members 
Mstep: Class 2 contains 8200 members 
Entering Unmasked Estep 
Score: -5804736.500000 Penalty: 5120.152832
	Iteration 12F: 3 clusters Score -5804736 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23746 members 
Mstep: Class 2 contains 6675 members 
Entering Unmasked Estep 
Score: -5805862.500000 Penalty: 5120.152832
	Iteration 13F: 3 clusters Score -5805862 nChanged 1503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25189 members 
Mstep: Class 2 contains 5232 members 
Entering Unmasked Estep 
Score: -5806966.000000 Penalty: 5120.152832
	Iteration 14Q: 3 clusters Score -5806966 nChanged 1217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 4061 members 
Entering Unmasked Estep 
Score: -5807954.500000 Penalty: 5120.152832
	Iteration 15Q: 3 clusters Score -5807954 nChanged 970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 3119 members 
Entering Unmasked Estep 
Score: -5808780.000000 Penalty: 5120.152832
	Iteration 16Q: 3 clusters Score -5808780 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -5809403.000000 Penalty: 5120.152832
	Iteration 17Q: 3 clusters Score -5809403 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28471 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -5809754.000000 Penalty: 5120.152832
	Iteration 18Q: 3 clusters Score -5809754 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28788 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -5809984.000000 Penalty: 5120.152832
	Iteration 19Q: 3 clusters Score -5809984 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28989 members 
Mstep: Class 2 contains 1432 members 
Entering Unmasked Estep 
Score: -5810155.000000 Penalty: 5120.152832
	Iteration 20F: 3 clusters Score -5810155 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29149 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -5810297.500000 Penalty: 5120.152832
	Iteration 21Q: 3 clusters Score -5810298 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29270 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5810399.000000 Penalty: 5120.152832
	Iteration 22Q: 3 clusters Score -5810399 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29360 members 
Mstep: Class 2 contains 1061 members 
Entering Unmasked Estep 
Score: -5810475.500000 Penalty: 5120.152832
	Iteration 23Q: 3 clusters Score -5810476 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29432 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -5810556.000000 Penalty: 5120.152832
	Iteration 24Q: 3 clusters Score -5810556 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29475 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5810598.500000 Penalty: 5120.152832
	Iteration 25Q: 3 clusters Score -5810598 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29510 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5810639.000000 Penalty: 5120.152832
	Iteration 26Q: 3 clusters Score -5810639 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29542 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -5810649.500000 Penalty: 5120.152832
	Iteration 27Q: 3 clusters Score -5810650 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29565 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -5810678.500000 Penalty: 5120.152832
	Iteration 28Q: 3 clusters Score -5810678 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29590 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -5810698.500000 Penalty: 5120.152832
	Iteration 29Q: 3 clusters Score -5810698 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29616 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -5810723.500000 Penalty: 5120.152832
	Iteration 30Q: 3 clusters Score -5810724 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5810746.000000 Penalty: 5120.152832
	Iteration 31Q: 3 clusters Score -5810746 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29655 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -5810758.000000 Penalty: 5120.152832
	Iteration 32Q: 3 clusters Score -5810758 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29669 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -5810755.000000 Penalty: 5120.152832
	Iteration 33Q: 3 clusters Score -5810755 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29685 members 
Mstep: Class 2 contains 736 members 
Entering Unmasked Estep 
Score: -5810766.500000 Penalty: 5120.152832
	Iteration 34Q: 3 clusters Score -5810766 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29692 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5810782.500000 Penalty: 5120.152832
	Iteration 35Q: 3 clusters Score -5810782 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29696 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -5810779.000000 Penalty: 5120.152832
	Iteration 36Q: 3 clusters Score -5810779 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29699 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -5810782.000000 Penalty: 5120.152832
	Iteration 37Q: 3 clusters Score -5810782 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -5810783.500000 Penalty: 5120.152832
	Iteration 38Q: 3 clusters Score -5810784 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29704 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5810780.500000 Penalty: 5120.152832
	Iteration 39Q: 3 clusters Score -5810780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29705 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5810781.500000 Penalty: 5120.152832
	Iteration 40F: 3 clusters Score -5810782 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5810783.500000 Penalty: 5120.152832
	Iteration 41Q: 3 clusters Score -5810784 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29706 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -5810783.500000 Penalty: 5120.152832
	Iteration 42F: 3 clusters Score -5810784 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (720 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Entering Unmasked Estep 
Score: -115069.718750 Penalty: 1631.654297
	Iteration 0F: 2 clusters Score -115069.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -113387.617188 Penalty: 3263.308594
	Iteration 0F: 3 clusters Score -113387.6 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -113630.812500 Penalty: 3263.308594
	Iteration 1F: 3 clusters Score -113630.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -113702.796875 Penalty: 3263.308594
	Iteration 2Q: 3 clusters Score -113702.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -113778.921875 Penalty: 3263.308594
	Iteration 3Q: 3 clusters Score -113778.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -113857.562500 Penalty: 3263.308594
	Iteration 4Q: 3 clusters Score -113857.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -113937.625000 Penalty: 3263.308594
	Iteration 5Q: 3 clusters Score -113937.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -114003.375000 Penalty: 3263.308594
	Iteration 6Q: 3 clusters Score -114003.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -114120.820312 Penalty: 3263.308594
	Iteration 7Q: 3 clusters Score -114120.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -114291.656250 Penalty: 3263.308594
	Iteration 8F: 3 clusters Score -114291.7 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -114516.234375 Penalty: 3263.308594
	Iteration 9F: 3 clusters Score -114516.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -114744.023438 Penalty: 3263.308594
	Iteration 10F: 3 clusters Score -114744 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -115084.218750 Penalty: 3263.308594
	Iteration 11F: 3 clusters Score -115084.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -115475.187500 Penalty: 3263.308594
	Iteration 12F: 3 clusters Score -115475.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -115738.687500 Penalty: 3263.308594
	Iteration 13Q: 3 clusters Score -115738.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -115871.960938 Penalty: 3263.308594
	Iteration 14Q: 3 clusters Score -115872 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -115912.429688 Penalty: 3263.308594
	Iteration 15Q: 3 clusters Score -115912.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -115937.195312 Penalty: 3263.308594
	Iteration 16Q: 3 clusters Score -115937.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -115940.742188 Penalty: 3263.308594
	Iteration 17Q: 3 clusters Score -115940.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -115953.773438 Penalty: 3263.308594
	Iteration 18Q: 3 clusters Score -115953.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -115969.937500 Penalty: 3263.308594
	Iteration 19Q: 3 clusters Score -115969.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -115978.859375 Penalty: 3263.308594
	Iteration 20F: 3 clusters Score -115978.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -115982.023438 Penalty: 3263.308594
	Iteration 21Q: 3 clusters Score -115982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -115982.023438 Penalty: 3263.308594
	Iteration 22F: 3 clusters Score -115982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 7943 members 
Mstep: Class 3 contains 35628 members 
Mstep: Class 4 contains 42444 members 
Mstep: Class 5 contains 25701 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 37962 members 
Mstep: Class 8 contains 52292 members 
Mstep: Class 9 contains 57894 members 
Mstep: Class 10 contains 17583 members 
Mstep: Class 11 contains 30932 members 
Mstep: Class 12 contains 59293 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18932 members 
Mstep: Class 15 contains 9839 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38000 members 
Mstep: Class 18 contains 6013 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25928 members 
Mstep: Class 22 contains 33510 members 
Mstep: Class 23 contains 30128 members 
Mstep: Class 24 contains 23202 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 40600 members 
Mstep: Class 27 contains 57613 members 
Mstep: Class 28 contains 57016 members 
Mstep: Class 29 contains 4279 members 
Mstep: Class 30 contains 21812 members 
Mstep: Class 31 contains 57523 members 
Mstep: Class 32 contains 25177 members 
Mstep: Class 33 contains 42913 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45228 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 19269 members 
Mstep: Class 40 contains 133 members 
Mstep: Class 41 contains 23229 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30421 members 
Mstep: Class 44 contains 441 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47247 members 
Mstep: Class 47 contains 35648 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 13240 members 
Mstep: Class 50 contains 563 members 
Mstep: Class 51 contains 279 members 
Entering Unmasked Estep 
Score: -207959616.000000 Penalty: 176129.375000
Splitting cluster 44 changes total score from -207958656.000000 to -207959616.000000
So it's getting split into cluster 51.
Entering ConstructFrom: 
Trying to split cluster 45 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -122666.273438 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -122666.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -120900.953125 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -120901 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -121131.898438 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -121131.9 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -121215.601562 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -121215.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -121274.867188 Penalty: 3276.227783
	Iteration 3Q: 3 clusters Score -121274.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 325 members 
Entering Unmasked Estep 
Score: -121304.078125 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -121304.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -121326.078125 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -121326.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -121349.000000 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -121349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -121353.570312 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -121353.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -121356.937500 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -121356.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -121361.609375 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -121361.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -121362.593750 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -121362.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -121367.109375 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -121367.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -121374.640625 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -121374.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -121389.640625 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -121389.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 424 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -121403.125000 Penalty: 3276.227783
	Iteration 14Q: 3 clusters Score -121403.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -121414.882812 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -121414.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -121427.929688 Penalty: 3276.227783
	Iteration 16Q: 3 clusters Score -121427.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 420 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -121442.812500 Penalty: 3276.227783
	Iteration 17Q: 3 clusters Score -121442.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -121467.046875 Penalty: 3276.227783
	Iteration 18Q: 3 clusters Score -121467 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -121481.195312 Penalty: 3276.227783
	Iteration 19Q: 3 clusters Score -121481.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -121493.500000 Penalty: 3276.227783
	Iteration 20F: 3 clusters Score -121493.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -121501.906250 Penalty: 3276.227783
	Iteration 21Q: 3 clusters Score -121501.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -121505.609375 Penalty: 3276.227783
	Iteration 22Q: 3 clusters Score -121505.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -121508.328125 Penalty: 3276.227783
	Iteration 23Q: 3 clusters Score -121508.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -121509.750000 Penalty: 3276.227783
	Iteration 24Q: 3 clusters Score -121509.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -121510.351562 Penalty: 3276.227783
	Iteration 25Q: 3 clusters Score -121510.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -121510.351562 Penalty: 3276.227783
	Iteration 26F: 3 clusters Score -121510.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (47247 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47247 members 
Entering Unmasked Estep 
Score: -9117005.000000 Penalty: 2669.259766
	Iteration 0F: 2 clusters Score -9117005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 23790 members 
Entering Unmasked Estep 
Score: -9090552.000000 Penalty: 5338.519531
	Iteration 0F: 3 clusters Score -9090552 nChanged 21792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 25498 members 
Entering Unmasked Estep 
Score: -9102517.000000 Penalty: 5338.519531
	Iteration 1F: 3 clusters Score -9102517 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 26364 members 
Entering Unmasked Estep 
Score: -9103344.000000 Penalty: 5338.519531
	Iteration 2F: 3 clusters Score -9103344 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19795 members 
Mstep: Class 2 contains 27452 members 
Entering Unmasked Estep 
Score: -9104355.000000 Penalty: 5338.519531
	Iteration 3F: 3 clusters Score -9104355 nChanged 2788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 28870 members 
Entering Unmasked Estep 
Score: -9105685.000000 Penalty: 5338.519531
	Iteration 4F: 3 clusters Score -9105685 nChanged 2909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16798 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -9107327.000000 Penalty: 5338.519531
	Iteration 5F: 3 clusters Score -9107327 nChanged 2954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 32025 members 
Entering Unmasked Estep 
Score: -9109498.000000 Penalty: 5338.519531
	Iteration 6F: 3 clusters Score -9109498 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13931 members 
Mstep: Class 2 contains 33316 members 
Entering Unmasked Estep 
Score: -9112260.000000 Penalty: 5338.519531
	Iteration 7F: 3 clusters Score -9112260 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13215 members 
Mstep: Class 2 contains 34032 members 
Entering Unmasked Estep 
Score: -9114940.000000 Penalty: 5338.519531
	Iteration 8F: 3 clusters Score -9114940 nChanged 2110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13135 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -9116292.000000 Penalty: 5338.519531
	Iteration 9Q: 3 clusters Score -9116292 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13246 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -9116814.000000 Penalty: 5338.519531
	Iteration 10Q: 3 clusters Score -9116814 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13397 members 
Mstep: Class 2 contains 33850 members 
Entering Unmasked Estep 
Score: -9117120.000000 Penalty: 5338.519531
	Iteration 11Q: 3 clusters Score -9117120 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13557 members 
Mstep: Class 2 contains 33690 members 
Entering Unmasked Estep 
Score: -9117340.000000 Penalty: 5338.519531
	Iteration 12Q: 3 clusters Score -9117340 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13712 members 
Mstep: Class 2 contains 33535 members 
Entering Unmasked Estep 
Score: -9117436.000000 Penalty: 5338.519531
	Iteration 13Q: 3 clusters Score -9117436 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13911 members 
Mstep: Class 2 contains 33336 members 
Entering Unmasked Estep 
Score: -9117526.000000 Penalty: 5338.519531
	Iteration 14Q: 3 clusters Score -9117526 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14117 members 
Mstep: Class 2 contains 33130 members 
Entering Unmasked Estep 
Score: -9117538.000000 Penalty: 5338.519531
	Iteration 15Q: 3 clusters Score -9117538 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14322 members 
Mstep: Class 2 contains 32925 members 
Entering Unmasked Estep 
Score: -9117600.000000 Penalty: 5338.519531
	Iteration 16Q: 3 clusters Score -9117600 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 32678 members 
Entering Unmasked Estep 
Score: -9117651.000000 Penalty: 5338.519531
	Iteration 17Q: 3 clusters Score -9117651 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14787 members 
Mstep: Class 2 contains 32460 members 
Entering Unmasked Estep 
Score: -9117678.000000 Penalty: 5338.519531
	Iteration 18Q: 3 clusters Score -9117678 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 32233 members 
Entering Unmasked Estep 
Score: -9117661.000000 Penalty: 5338.519531
	Iteration 19Q: 3 clusters Score -9117661 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15203 members 
Mstep: Class 2 contains 32044 members 
Entering Unmasked Estep 
Score: -9117660.000000 Penalty: 5338.519531
	Iteration 20F: 3 clusters Score -9117660 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15378 members 
Mstep: Class 2 contains 31869 members 
Entering Unmasked Estep 
Score: -9117641.000000 Penalty: 5338.519531
	Iteration 21Q: 3 clusters Score -9117641 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15570 members 
Mstep: Class 2 contains 31677 members 
Entering Unmasked Estep 
Score: -9117634.000000 Penalty: 5338.519531
	Iteration 22Q: 3 clusters Score -9117634 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15747 members 
Mstep: Class 2 contains 31500 members 
Entering Unmasked Estep 
Score: -9117611.000000 Penalty: 5338.519531
	Iteration 23Q: 3 clusters Score -9117611 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15949 members 
Mstep: Class 2 contains 31298 members 
Entering Unmasked Estep 
Score: -9117605.000000 Penalty: 5338.519531
	Iteration 24Q: 3 clusters Score -9117605 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16153 members 
Mstep: Class 2 contains 31094 members 
Entering Unmasked Estep 
Score: -9117603.000000 Penalty: 5338.519531
	Iteration 25Q: 3 clusters Score -9117603 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16371 members 
Mstep: Class 2 contains 30876 members 
Entering Unmasked Estep 
Score: -9117598.000000 Penalty: 5338.519531
	Iteration 26Q: 3 clusters Score -9117598 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16654 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -9117573.000000 Penalty: 5338.519531
	Iteration 27Q: 3 clusters Score -9117573 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16950 members 
Mstep: Class 2 contains 30297 members 
Entering Unmasked Estep 
Score: -9117611.000000 Penalty: 5338.519531
	Iteration 28Q: 3 clusters Score -9117611 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 29970 members 
Entering Unmasked Estep 
Score: -9117584.000000 Penalty: 5338.519531
	Iteration 29Q: 3 clusters Score -9117584 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17600 members 
Mstep: Class 2 contains 29647 members 
Entering Unmasked Estep 
Score: -9117513.000000 Penalty: 5338.519531
	Iteration 30Q: 3 clusters Score -9117513 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17979 members 
Mstep: Class 2 contains 29268 members 
Entering Unmasked Estep 
Score: -9117493.000000 Penalty: 5338.519531
	Iteration 31Q: 3 clusters Score -9117493 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18374 members 
Mstep: Class 2 contains 28873 members 
Entering Unmasked Estep 
Score: -9117442.000000 Penalty: 5338.519531
	Iteration 32Q: 3 clusters Score -9117442 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 28441 members 
Entering Unmasked Estep 
Score: -9117449.000000 Penalty: 5338.519531
	Iteration 33Q: 3 clusters Score -9117449 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19203 members 
Mstep: Class 2 contains 28044 members 
Entering Unmasked Estep 
Score: -9117460.000000 Penalty: 5338.519531
	Iteration 34Q: 3 clusters Score -9117460 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19570 members 
Mstep: Class 2 contains 27677 members 
Entering Unmasked Estep 
Score: -9117474.000000 Penalty: 5338.519531
	Iteration 35Q: 3 clusters Score -9117474 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19895 members 
Mstep: Class 2 contains 27352 members 
Entering Unmasked Estep 
Score: -9117458.000000 Penalty: 5338.519531
	Iteration 36Q: 3 clusters Score -9117458 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20230 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -9117393.000000 Penalty: 5338.519531
	Iteration 37Q: 3 clusters Score -9117393 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20609 members 
Mstep: Class 2 contains 26638 members 
Entering Unmasked Estep 
Score: -9117407.000000 Penalty: 5338.519531
	Iteration 38Q: 3 clusters Score -9117407 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 26252 members 
Entering Unmasked Estep 
Score: -9117435.000000 Penalty: 5338.519531
	Iteration 39Q: 3 clusters Score -9117435 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21354 members 
Mstep: Class 2 contains 25893 members 
Entering Unmasked Estep 
Score: -9117477.000000 Penalty: 5338.519531
	Iteration 40F: 3 clusters Score -9117477 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21700 members 
Mstep: Class 2 contains 25547 members 
Entering Unmasked Estep 
Score: -9117496.000000 Penalty: 5338.519531
	Iteration 41Q: 3 clusters Score -9117496 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22006 members 
Mstep: Class 2 contains 25241 members 
Entering Unmasked Estep 
Score: -9117464.000000 Penalty: 5338.519531
	Iteration 42Q: 3 clusters Score -9117464 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22315 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -9117461.000000 Penalty: 5338.519531
	Iteration 43Q: 3 clusters Score -9117461 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22607 members 
Mstep: Class 2 contains 24640 members 
Entering Unmasked Estep 
Score: -9117455.000000 Penalty: 5338.519531
	Iteration 44Q: 3 clusters Score -9117455 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22892 members 
Mstep: Class 2 contains 24355 members 
Entering Unmasked Estep 
Score: -9117457.000000 Penalty: 5338.519531
	Iteration 45Q: 3 clusters Score -9117457 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 24074 members 
Entering Unmasked Estep 
Score: -9117428.000000 Penalty: 5338.519531
	Iteration 46Q: 3 clusters Score -9117428 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23456 members 
Mstep: Class 2 contains 23791 members 
Entering Unmasked Estep 
Score: -9117424.000000 Penalty: 5338.519531
	Iteration 47Q: 3 clusters Score -9117424 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23755 members 
Mstep: Class 2 contains 23492 members 
Entering Unmasked Estep 
Score: -9117437.000000 Penalty: 5338.519531
	Iteration 48Q: 3 clusters Score -9117437 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24053 members 
Mstep: Class 2 contains 23194 members 
Entering Unmasked Estep 
Score: -9117427.000000 Penalty: 5338.519531
	Iteration 49Q: 3 clusters Score -9117427 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24366 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -9117419.000000 Penalty: 5338.519531
	Iteration 50Q: 3 clusters Score -9117419 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24677 members 
Mstep: Class 2 contains 22570 members 
Entering Unmasked Estep 
Score: -9117430.000000 Penalty: 5338.519531
	Iteration 51Q: 3 clusters Score -9117430 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25004 members 
Mstep: Class 2 contains 22243 members 
Entering Unmasked Estep 
Score: -9117427.000000 Penalty: 5338.519531
	Iteration 52Q: 3 clusters Score -9117427 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25309 members 
Mstep: Class 2 contains 21938 members 
Entering Unmasked Estep 
Score: -9117404.000000 Penalty: 5338.519531
	Iteration 53Q: 3 clusters Score -9117404 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25600 members 
Mstep: Class 2 contains 21647 members 
Entering Unmasked Estep 
Score: -9117358.000000 Penalty: 5338.519531
	Iteration 54Q: 3 clusters Score -9117358 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25864 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -9117314.000000 Penalty: 5338.519531
	Iteration 55Q: 3 clusters Score -9117314 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 21109 members 
Entering Unmasked Estep 
Score: -9117320.000000 Penalty: 5338.519531
	Iteration 56Q: 3 clusters Score -9117320 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 20880 members 
Entering Unmasked Estep 
Score: -9117276.000000 Penalty: 5338.519531
	Iteration 57Q: 3 clusters Score -9117276 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26564 members 
Mstep: Class 2 contains 20683 members 
Entering Unmasked Estep 
Score: -9117243.000000 Penalty: 5338.519531
	Iteration 58Q: 3 clusters Score -9117243 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -9117232.000000 Penalty: 5338.519531
	Iteration 59Q: 3 clusters Score -9117232 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26896 members 
Mstep: Class 2 contains 20351 members 
Entering Unmasked Estep 
Score: -9117240.000000 Penalty: 5338.519531
	Iteration 60F: 3 clusters Score -9117240 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 20217 members 
Entering Unmasked Estep 
Score: -9117225.000000 Penalty: 5338.519531
	Iteration 61Q: 3 clusters Score -9117225 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27143 members 
Mstep: Class 2 contains 20104 members 
Entering Unmasked Estep 
Score: -9117192.000000 Penalty: 5338.519531
	Iteration 62Q: 3 clusters Score -9117192 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27256 members 
Mstep: Class 2 contains 19991 members 
Entering Unmasked Estep 
Score: -9117166.000000 Penalty: 5338.519531
	Iteration 63Q: 3 clusters Score -9117166 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 19887 members 
Entering Unmasked Estep 
Score: -9117194.000000 Penalty: 5338.519531
	Iteration 64Q: 3 clusters Score -9117194 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27474 members 
Mstep: Class 2 contains 19773 members 
Entering Unmasked Estep 
Score: -9117187.000000 Penalty: 5338.519531
	Iteration 65Q: 3 clusters Score -9117187 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27586 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -9117206.000000 Penalty: 5338.519531
	Iteration 66Q: 3 clusters Score -9117206 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27739 members 
Mstep: Class 2 contains 19508 members 
Entering Unmasked Estep 
Score: -9117193.000000 Penalty: 5338.519531
	Iteration 67Q: 3 clusters Score -9117193 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27932 members 
Mstep: Class 2 contains 19315 members 
Entering Unmasked Estep 
Score: -9117179.000000 Penalty: 5338.519531
	Iteration 68Q: 3 clusters Score -9117179 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28099 members 
Mstep: Class 2 contains 19148 members 
Entering Unmasked Estep 
Score: -9117153.000000 Penalty: 5338.519531
	Iteration 69Q: 3 clusters Score -9117153 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28278 members 
Mstep: Class 2 contains 18969 members 
Entering Unmasked Estep 
Score: -9117153.000000 Penalty: 5338.519531
	Iteration 70Q: 3 clusters Score -9117153 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 18807 members 
Entering Unmasked Estep 
Score: -9117138.000000 Penalty: 5338.519531
	Iteration 71Q: 3 clusters Score -9117138 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28591 members 
Mstep: Class 2 contains 18656 members 
Entering Unmasked Estep 
Score: -9117130.000000 Penalty: 5338.519531
	Iteration 72Q: 3 clusters Score -9117130 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28728 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -9117075.000000 Penalty: 5338.519531
	Iteration 73Q: 3 clusters Score -9117075 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28874 members 
Mstep: Class 2 contains 18373 members 
Entering Unmasked Estep 
Score: -9117080.000000 Penalty: 5338.519531
	Iteration 74Q: 3 clusters Score -9117080 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29019 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -9117099.000000 Penalty: 5338.519531
	Iteration 75Q: 3 clusters Score -9117099 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29147 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -9117084.000000 Penalty: 5338.519531
	Iteration 76Q: 3 clusters Score -9117084 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 17995 members 
Entering Unmasked Estep 
Score: -9117084.000000 Penalty: 5338.519531
	Iteration 77Q: 3 clusters Score -9117084 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -9117101.000000 Penalty: 5338.519531
	Iteration 78Q: 3 clusters Score -9117101 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29460 members 
Mstep: Class 2 contains 17787 members 
Entering Unmasked Estep 
Score: -9117085.000000 Penalty: 5338.519531
	Iteration 79Q: 3 clusters Score -9117085 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29547 members 
Mstep: Class 2 contains 17700 members 
Entering Unmasked Estep 
Score: -9117090.000000 Penalty: 5338.519531
	Iteration 80F: 3 clusters Score -9117090 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29628 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -9117102.000000 Penalty: 5338.519531
	Iteration 81Q: 3 clusters Score -9117102 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29710 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -9117092.000000 Penalty: 5338.519531
	Iteration 82Q: 3 clusters Score -9117092 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29797 members 
Mstep: Class 2 contains 17450 members 
Entering Unmasked Estep 
Score: -9117081.000000 Penalty: 5338.519531
	Iteration 83Q: 3 clusters Score -9117081 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29869 members 
Mstep: Class 2 contains 17378 members 
Entering Unmasked Estep 
Score: -9117074.000000 Penalty: 5338.519531
	Iteration 84Q: 3 clusters Score -9117074 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29942 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -9117060.000000 Penalty: 5338.519531
	Iteration 85Q: 3 clusters Score -9117060 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29999 members 
Mstep: Class 2 contains 17248 members 
Entering Unmasked Estep 
Score: -9117070.000000 Penalty: 5338.519531
	Iteration 86Q: 3 clusters Score -9117070 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30048 members 
Mstep: Class 2 contains 17199 members 
Entering Unmasked Estep 
Score: -9117069.000000 Penalty: 5338.519531
	Iteration 87Q: 3 clusters Score -9117069 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 17157 members 
Entering Unmasked Estep 
Score: -9117068.000000 Penalty: 5338.519531
	Iteration 88Q: 3 clusters Score -9117068 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30129 members 
Mstep: Class 2 contains 17118 members 
Entering Unmasked Estep 
Score: -9117062.000000 Penalty: 5338.519531
	Iteration 89Q: 3 clusters Score -9117062 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30163 members 
Mstep: Class 2 contains 17084 members 
Entering Unmasked Estep 
Score: -9117066.000000 Penalty: 5338.519531
	Iteration 90Q: 3 clusters Score -9117066 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 17054 members 
Entering Unmasked Estep 
Score: -9117036.000000 Penalty: 5338.519531
	Iteration 91Q: 3 clusters Score -9117036 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 17013 members 
Entering Unmasked Estep 
Score: -9117033.000000 Penalty: 5338.519531
	Iteration 92Q: 3 clusters Score -9117033 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30280 members 
Mstep: Class 2 contains 16967 members 
Entering Unmasked Estep 
Score: -9117032.000000 Penalty: 5338.519531
	Iteration 93Q: 3 clusters Score -9117032 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 16920 members 
Entering Unmasked Estep 
Score: -9117040.000000 Penalty: 5338.519531
	Iteration 94Q: 3 clusters Score -9117040 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30378 members 
Mstep: Class 2 contains 16869 members 
Entering Unmasked Estep 
Score: -9117037.000000 Penalty: 5338.519531
	Iteration 95Q: 3 clusters Score -9117037 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30407 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
Score: -9117045.000000 Penalty: 5338.519531
	Iteration 96Q: 3 clusters Score -9117045 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30444 members 
Mstep: Class 2 contains 16803 members 
Entering Unmasked Estep 
Score: -9117040.000000 Penalty: 5338.519531
	Iteration 97Q: 3 clusters Score -9117040 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30475 members 
Mstep: Class 2 contains 16772 members 
Entering Unmasked Estep 
Score: -9117030.000000 Penalty: 5338.519531
	Iteration 98Q: 3 clusters Score -9117030 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30505 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -9117024.000000 Penalty: 5338.519531
	Iteration 99Q: 3 clusters Score -9117024 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30534 members 
Mstep: Class 2 contains 16713 members 
Entering Unmasked Estep 
Score: -9117046.000000 Penalty: 5338.519531
	Iteration 100F: 3 clusters Score -9117046 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30572 members 
Mstep: Class 2 contains 16675 members 
Entering Unmasked Estep 
Score: -9117034.000000 Penalty: 5338.519531
	Iteration 101Q: 3 clusters Score -9117034 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30608 members 
Mstep: Class 2 contains 16639 members 
Entering Unmasked Estep 
Score: -9117025.000000 Penalty: 5338.519531
	Iteration 102Q: 3 clusters Score -9117025 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 16605 members 
Entering Unmasked Estep 
Score: -9117035.000000 Penalty: 5338.519531
	Iteration 103Q: 3 clusters Score -9117035 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -9117026.000000 Penalty: 5338.519531
	Iteration 104Q: 3 clusters Score -9117026 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30701 members 
Mstep: Class 2 contains 16546 members 
Entering Unmasked Estep 
Score: -9117022.000000 Penalty: 5338.519531
	Iteration 105Q: 3 clusters Score -9117022 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30722 members 
Mstep: Class 2 contains 16525 members 
Entering Unmasked Estep 
Score: -9117010.000000 Penalty: 5338.519531
	Iteration 106Q: 3 clusters Score -9117010 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 16511 members 
Entering Unmasked Estep 
Score: -9117005.000000 Penalty: 5338.519531
	Iteration 107Q: 3 clusters Score -9117005 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30742 members 
Mstep: Class 2 contains 16505 members 
Entering Unmasked Estep 
Score: -9117005.000000 Penalty: 5338.519531
	Iteration 108Q: 3 clusters Score -9117005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30745 members 
Mstep: Class 2 contains 16502 members 
Entering Unmasked Estep 
Score: -9117010.000000 Penalty: 5338.519531
	Iteration 109Q: 3 clusters Score -9117010 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30750 members 
Mstep: Class 2 contains 16497 members 
Entering Unmasked Estep 
Score: -9117015.000000 Penalty: 5338.519531
	Iteration 110Q: 3 clusters Score -9117015 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30754 members 
Mstep: Class 2 contains 16493 members 
Entering Unmasked Estep 
Score: -9117011.000000 Penalty: 5338.519531
	Iteration 111Q: 3 clusters Score -9117011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30757 members 
Mstep: Class 2 contains 16490 members 
Entering Unmasked Estep 
Score: -9117019.000000 Penalty: 5338.519531
	Iteration 112Q: 3 clusters Score -9117019 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30759 members 
Mstep: Class 2 contains 16488 members 
Entering Unmasked Estep 
Score: -9117021.000000 Penalty: 5338.519531
	Iteration 113Q: 3 clusters Score -9117021 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30760 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -9117013.000000 Penalty: 5338.519531
	Iteration 114Q: 3 clusters Score -9117013 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30763 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -9117018.000000 Penalty: 5338.519531
	Iteration 115Q: 3 clusters Score -9117018 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30768 members 
Mstep: Class 2 contains 16479 members 
Entering Unmasked Estep 
Score: -9117013.000000 Penalty: 5338.519531
	Iteration 116Q: 3 clusters Score -9117013 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30775 members 
Mstep: Class 2 contains 16472 members 
Entering Unmasked Estep 
Score: -9117007.000000 Penalty: 5338.519531
	Iteration 117Q: 3 clusters Score -9117007 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30779 members 
Mstep: Class 2 contains 16468 members 
Entering Unmasked Estep 
Score: -9117008.000000 Penalty: 5338.519531
	Iteration 118Q: 3 clusters Score -9117008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30781 members 
Mstep: Class 2 contains 16466 members 
Entering Unmasked Estep 
Score: -9117008.000000 Penalty: 5338.519531
	Iteration 119Q: 3 clusters Score -9117008 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 16465 members 
Entering Unmasked Estep 
Score: -9117003.000000 Penalty: 5338.519531
	Iteration 120F: 3 clusters Score -9117003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (35648 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35648 members 
Entering Unmasked Estep 
Score: -7148213.500000 Penalty: 2599.399170
	Iteration 0F: 2 clusters Score -7148214 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17827 members 
Mstep: Class 2 contains 17821 members 
Entering Unmasked Estep 
Score: -7130217.000000 Penalty: 5198.798340
	Iteration 0F: 3 clusters Score -7130217 nChanged 16118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17535 members 
Mstep: Class 2 contains 18113 members 
Entering Unmasked Estep 
Score: -7138809.500000 Penalty: 5198.798340
	Iteration 1F: 3 clusters Score -7138810 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17255 members 
Mstep: Class 2 contains 18393 members 
Entering Unmasked Estep 
Score: -7139411.000000 Penalty: 5198.798340
	Iteration 2F: 3 clusters Score -7139411 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16946 members 
Mstep: Class 2 contains 18702 members 
Entering Unmasked Estep 
Score: -7140034.500000 Penalty: 5198.798340
	Iteration 3Q: 3 clusters Score -7140034 nChanged 1686
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 19090 members 
Entering Unmasked Estep 
Score: -7140591.500000 Penalty: 5198.798340
	Iteration 4Q: 3 clusters Score -7140592 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 19531 members 
Entering Unmasked Estep 
Score: -7141208.500000 Penalty: 5198.798340
	Iteration 5Q: 3 clusters Score -7141208 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15662 members 
Mstep: Class 2 contains 19986 members 
Entering Unmasked Estep 
Score: -7141767.000000 Penalty: 5198.798340
	Iteration 6Q: 3 clusters Score -7141767 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -7142298.500000 Penalty: 5198.798340
	Iteration 7Q: 3 clusters Score -7142298 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 20652 members 
Entering Unmasked Estep 
Score: -7142923.000000 Penalty: 5198.798340
	Iteration 8Q: 3 clusters Score -7142923 nChanged 1521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 20911 members 
Entering Unmasked Estep 
Score: -7143643.500000 Penalty: 5198.798340
	Iteration 9Q: 3 clusters Score -7143644 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14574 members 
Mstep: Class 2 contains 21074 members 
Entering Unmasked Estep 
Score: -7144447.500000 Penalty: 5198.798340
	Iteration 10Q: 3 clusters Score -7144448 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14505 members 
Mstep: Class 2 contains 21143 members 
Entering Unmasked Estep 
Score: -7145529.500000 Penalty: 5198.798340
	Iteration 11Q: 3 clusters Score -7145530 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14437 members 
Mstep: Class 2 contains 21211 members 
Entering Unmasked Estep 
Score: -7146680.500000 Penalty: 5198.798340
	Iteration 12F: 3 clusters Score -7146680 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 21145 members 
Entering Unmasked Estep 
Score: -7147702.500000 Penalty: 5198.798340
	Iteration 13Q: 3 clusters Score -7147702 nChanged 1281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14650 members 
Mstep: Class 2 contains 20998 members 
Entering Unmasked Estep 
Score: -7148289.500000 Penalty: 5198.798340
	Iteration 14Q: 3 clusters Score -7148290 nChanged 966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -7148630.500000 Penalty: 5198.798340
	Iteration 15Q: 3 clusters Score -7148630 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15220 members 
Mstep: Class 2 contains 20428 members 
Entering Unmasked Estep 
Score: -7148920.000000 Penalty: 5198.798340
	Iteration 16Q: 3 clusters Score -7148920 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15605 members 
Mstep: Class 2 contains 20043 members 
Entering Unmasked Estep 
Score: -7149171.000000 Penalty: 5198.798340
	Iteration 17Q: 3 clusters Score -7149171 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16072 members 
Mstep: Class 2 contains 19576 members 
Entering Unmasked Estep 
Score: -7149395.000000 Penalty: 5198.798340
	Iteration 18Q: 3 clusters Score -7149395 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16546 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -7149596.000000 Penalty: 5198.798340
	Iteration 19Q: 3 clusters Score -7149596 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 18645 members 
Entering Unmasked Estep 
Score: -7149737.500000 Penalty: 5198.798340
	Iteration 20F: 3 clusters Score -7149738 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17510 members 
Mstep: Class 2 contains 18138 members 
Entering Unmasked Estep 
Score: -7149868.500000 Penalty: 5198.798340
	Iteration 21Q: 3 clusters Score -7149868 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18027 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -7149944.500000 Penalty: 5198.798340
	Iteration 22Q: 3 clusters Score -7149944 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18541 members 
Mstep: Class 2 contains 17107 members 
Entering Unmasked Estep 
Score: -7149976.500000 Penalty: 5198.798340
	Iteration 23Q: 3 clusters Score -7149976 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19053 members 
Mstep: Class 2 contains 16595 members 
Entering Unmasked Estep 
Score: -7150016.500000 Penalty: 5198.798340
	Iteration 24Q: 3 clusters Score -7150016 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19581 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -7150050.500000 Penalty: 5198.798340
	Iteration 25Q: 3 clusters Score -7150050 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20143 members 
Mstep: Class 2 contains 15505 members 
Entering Unmasked Estep 
Score: -7150073.000000 Penalty: 5198.798340
	Iteration 26Q: 3 clusters Score -7150073 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 15014 members 
Entering Unmasked Estep 
Score: -7150048.000000 Penalty: 5198.798340
	Iteration 27Q: 3 clusters Score -7150048 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21119 members 
Mstep: Class 2 contains 14529 members 
Entering Unmasked Estep 
Score: -7150053.500000 Penalty: 5198.798340
	Iteration 28Q: 3 clusters Score -7150054 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 14145 members 
Entering Unmasked Estep 
Score: -7150041.000000 Penalty: 5198.798340
	Iteration 29Q: 3 clusters Score -7150041 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21848 members 
Mstep: Class 2 contains 13800 members 
Entering Unmasked Estep 
Score: -7149989.500000 Penalty: 5198.798340
	Iteration 30Q: 3 clusters Score -7149990 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22163 members 
Mstep: Class 2 contains 13485 members 
Entering Unmasked Estep 
Score: -7149989.500000 Penalty: 5198.798340
	Iteration 31Q: 3 clusters Score -7149990 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22446 members 
Mstep: Class 2 contains 13202 members 
Entering Unmasked Estep 
Score: -7149979.000000 Penalty: 5198.798340
	Iteration 32Q: 3 clusters Score -7149979 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22710 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -7149968.000000 Penalty: 5198.798340
	Iteration 33Q: 3 clusters Score -7149968 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22970 members 
Mstep: Class 2 contains 12678 members 
Entering Unmasked Estep 
Score: -7149911.000000 Penalty: 5198.798340
	Iteration 34Q: 3 clusters Score -7149911 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -7149868.000000 Penalty: 5198.798340
	Iteration 35Q: 3 clusters Score -7149868 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 12199 members 
Entering Unmasked Estep 
Score: -7149826.000000 Penalty: 5198.798340
	Iteration 36Q: 3 clusters Score -7149826 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23671 members 
Mstep: Class 2 contains 11977 members 
Entering Unmasked Estep 
Score: -7149802.000000 Penalty: 5198.798340
	Iteration 37Q: 3 clusters Score -7149802 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 11753 members 
Entering Unmasked Estep 
Score: -7149778.000000 Penalty: 5198.798340
	Iteration 38Q: 3 clusters Score -7149778 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24130 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -7149722.500000 Penalty: 5198.798340
	Iteration 39Q: 3 clusters Score -7149722 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24359 members 
Mstep: Class 2 contains 11289 members 
Entering Unmasked Estep 
Score: -7149707.000000 Penalty: 5198.798340
	Iteration 40F: 3 clusters Score -7149707 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 11063 members 
Entering Unmasked Estep 
Score: -7149694.000000 Penalty: 5198.798340
	Iteration 41Q: 3 clusters Score -7149694 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24792 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -7149660.000000 Penalty: 5198.798340
	Iteration 42Q: 3 clusters Score -7149660 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24985 members 
Mstep: Class 2 contains 10663 members 
Entering Unmasked Estep 
Score: -7149638.500000 Penalty: 5198.798340
	Iteration 43Q: 3 clusters Score -7149638 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25153 members 
Mstep: Class 2 contains 10495 members 
Entering Unmasked Estep 
Score: -7149604.000000 Penalty: 5198.798340
	Iteration 44Q: 3 clusters Score -7149604 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 10346 members 
Entering Unmasked Estep 
Score: -7149565.500000 Penalty: 5198.798340
	Iteration 45Q: 3 clusters Score -7149566 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25422 members 
Mstep: Class 2 contains 10226 members 
Entering Unmasked Estep 
Score: -7149527.000000 Penalty: 5198.798340
	Iteration 46Q: 3 clusters Score -7149527 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25522 members 
Mstep: Class 2 contains 10126 members 
Entering Unmasked Estep 
Score: -7149491.000000 Penalty: 5198.798340
	Iteration 47Q: 3 clusters Score -7149491 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25590 members 
Mstep: Class 2 contains 10058 members 
Entering Unmasked Estep 
Score: -7149495.000000 Penalty: 5198.798340
	Iteration 48Q: 3 clusters Score -7149495 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 9990 members 
Entering Unmasked Estep 
Score: -7149479.500000 Penalty: 5198.798340
	Iteration 49Q: 3 clusters Score -7149480 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25718 members 
Mstep: Class 2 contains 9930 members 
Entering Unmasked Estep 
Score: -7149465.500000 Penalty: 5198.798340
	Iteration 50Q: 3 clusters Score -7149466 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25770 members 
Mstep: Class 2 contains 9878 members 
Entering Unmasked Estep 
Score: -7149441.500000 Penalty: 5198.798340
	Iteration 51Q: 3 clusters Score -7149442 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25810 members 
Mstep: Class 2 contains 9838 members 
Entering Unmasked Estep 
Score: -7149426.000000 Penalty: 5198.798340
	Iteration 52Q: 3 clusters Score -7149426 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25844 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -7149410.000000 Penalty: 5198.798340
	Iteration 53Q: 3 clusters Score -7149410 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25875 members 
Mstep: Class 2 contains 9773 members 
Entering Unmasked Estep 
Score: -7149405.500000 Penalty: 5198.798340
	Iteration 54Q: 3 clusters Score -7149406 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25905 members 
Mstep: Class 2 contains 9743 members 
Entering Unmasked Estep 
Score: -7149391.500000 Penalty: 5198.798340
	Iteration 55Q: 3 clusters Score -7149392 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25942 members 
Mstep: Class 2 contains 9706 members 
Entering Unmasked Estep 
Score: -7149373.000000 Penalty: 5198.798340
	Iteration 56Q: 3 clusters Score -7149373 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25966 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -7149371.500000 Penalty: 5198.798340
	Iteration 57Q: 3 clusters Score -7149372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25985 members 
Mstep: Class 2 contains 9663 members 
Entering Unmasked Estep 
Score: -7149370.500000 Penalty: 5198.798340
	Iteration 58Q: 3 clusters Score -7149370 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26003 members 
Mstep: Class 2 contains 9645 members 
Entering Unmasked Estep 
Score: -7149368.000000 Penalty: 5198.798340
	Iteration 59Q: 3 clusters Score -7149368 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26019 members 
Mstep: Class 2 contains 9629 members 
Entering Unmasked Estep 
Score: -7149365.000000 Penalty: 5198.798340
	Iteration 60F: 3 clusters Score -7149365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 9621 members 
Entering Unmasked Estep 
Score: -7149365.000000 Penalty: 5198.798340
	Iteration 61Q: 3 clusters Score -7149365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 9603 members 
Entering Unmasked Estep 
Score: -7149343.500000 Penalty: 5198.798340
	Iteration 62Q: 3 clusters Score -7149344 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 9586 members 
Entering Unmasked Estep 
Score: -7149347.500000 Penalty: 5198.798340
	Iteration 63Q: 3 clusters Score -7149348 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26090 members 
Mstep: Class 2 contains 9558 members 
Entering Unmasked Estep 
Score: -7149334.500000 Penalty: 5198.798340
	Iteration 64Q: 3 clusters Score -7149334 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26111 members 
Mstep: Class 2 contains 9537 members 
Entering Unmasked Estep 
Score: -7149347.000000 Penalty: 5198.798340
	Iteration 65Q: 3 clusters Score -7149347 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26138 members 
Mstep: Class 2 contains 9510 members 
Entering Unmasked Estep 
Score: -7149347.000000 Penalty: 5198.798340
	Iteration 66Q: 3 clusters Score -7149347 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26153 members 
Mstep: Class 2 contains 9495 members 
Entering Unmasked Estep 
Score: -7149334.500000 Penalty: 5198.798340
	Iteration 67Q: 3 clusters Score -7149334 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26162 members 
Mstep: Class 2 contains 9486 members 
Entering Unmasked Estep 
Score: -7149330.000000 Penalty: 5198.798340
	Iteration 68Q: 3 clusters Score -7149330 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -7149336.000000 Penalty: 5198.798340
	Iteration 69Q: 3 clusters Score -7149336 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26172 members 
Mstep: Class 2 contains 9476 members 
Entering Unmasked Estep 
Score: -7149337.500000 Penalty: 5198.798340
	Iteration 70Q: 3 clusters Score -7149338 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -7149337.500000 Penalty: 5198.798340
	Iteration 71Q: 3 clusters Score -7149338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26177 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -7149337.500000 Penalty: 5198.798340
	Iteration 72F: 3 clusters Score -7149338 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 7943 members 
Mstep: Class 3 contains 35628 members 
Mstep: Class 4 contains 42444 members 
Mstep: Class 5 contains 25701 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 37962 members 
Mstep: Class 8 contains 52292 members 
Mstep: Class 9 contains 57894 members 
Mstep: Class 10 contains 17583 members 
Mstep: Class 11 contains 30932 members 
Mstep: Class 12 contains 59293 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18932 members 
Mstep: Class 15 contains 9839 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38000 members 
Mstep: Class 18 contains 6013 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25928 members 
Mstep: Class 22 contains 33510 members 
Mstep: Class 23 contains 30128 members 
Mstep: Class 24 contains 23202 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 40600 members 
Mstep: Class 27 contains 57613 members 
Mstep: Class 28 contains 57016 members 
Mstep: Class 29 contains 4279 members 
Mstep: Class 30 contains 21812 members 
Mstep: Class 31 contains 57523 members 
Mstep: Class 32 contains 25177 members 
Mstep: Class 33 contains 42913 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45228 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 19269 members 
Mstep: Class 40 contains 133 members 
Mstep: Class 41 contains 23229 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30421 members 
Mstep: Class 44 contains 441 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47247 members 
Mstep: Class 47 contains 26177 members 
Mstep: Class 48 contains 184 members 
Mstep: Class 49 contains 13240 members 
Mstep: Class 50 contains 563 members 
Mstep: Class 51 contains 279 members 
Mstep: Class 52 contains 9471 members 
Entering Unmasked Estep 
Score: -207962512.000000 Penalty: 179582.890625
Splitting cluster 47 changes total score from -207958656.000000 to -207962512.000000
So it's getting split into cluster 52.
Entering ConstructFrom: 
Trying to split cluster 48 (184 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Entering Unmasked Estep 
Score: -27640.111328 Penalty: 1293.304077
	Iteration 0F: 2 clusters Score -27640.11 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 89 members 
Entering Unmasked Estep 
Score: -26639.773438 Penalty: 2586.608154
	Iteration 0F: 3 clusters Score -26639.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -26694.160156 Penalty: 2586.608154
	Iteration 1F: 3 clusters Score -26694.16 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -26716.982422 Penalty: 2586.608154
	Iteration 2Q: 3 clusters Score -26716.98 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 95 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -26721.408203 Penalty: 2586.608154
	Iteration 3Q: 3 clusters Score -26721.41 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26726.107422 Penalty: 2586.608154
	Iteration 4Q: 3 clusters Score -26726.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 88 members 
Entering Unmasked Estep 
Score: -26726.107422 Penalty: 2586.608154
	Iteration 5F: 3 clusters Score -26726.11 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20128 members 
Mstep: Class 2 contains 7943 members 
Mstep: Class 3 contains 35628 members 
Mstep: Class 4 contains 42444 members 
Mstep: Class 5 contains 25701 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 37962 members 
Mstep: Class 8 contains 52292 members 
Mstep: Class 9 contains 57894 members 
Mstep: Class 10 contains 17583 members 
Mstep: Class 11 contains 30932 members 
Mstep: Class 12 contains 59293 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18932 members 
Mstep: Class 15 contains 9839 members 
Mstep: Class 16 contains 1049 members 
Mstep: Class 17 contains 38000 members 
Mstep: Class 18 contains 6013 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25928 members 
Mstep: Class 22 contains 33510 members 
Mstep: Class 23 contains 30128 members 
Mstep: Class 24 contains 23202 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 40600 members 
Mstep: Class 27 contains 57613 members 
Mstep: Class 28 contains 57016 members 
Mstep: Class 29 contains 4279 members 
Mstep: Class 30 contains 21812 members 
Mstep: Class 31 contains 57523 members 
Mstep: Class 32 contains 25177 members 
Mstep: Class 33 contains 42913 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1776 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45228 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 19269 members 
Mstep: Class 40 contains 133 members 
Mstep: Class 41 contains 23229 members 
Mstep: Class 42 contains 96 members 
Mstep: Class 43 contains 30421 members 
Mstep: Class 44 contains 441 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47247 members 
Mstep: Class 47 contains 26177 members 
Mstep: Class 48 contains 184 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965424.000000 Penalty: 179582.890625
Iteration 199Q: 53 clusters Score -2.079654e+08 nChanged 11213
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 7908 members 
Mstep: Class 3 contains 36064 members 
Mstep: Class 4 contains 42430 members 
Mstep: Class 5 contains 25291 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 38060 members 
Mstep: Class 8 contains 52216 members 
Mstep: Class 9 contains 57894 members 
Mstep: Class 10 contains 17598 members 
Mstep: Class 11 contains 31435 members 
Mstep: Class 12 contains 59272 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18909 members 
Mstep: Class 15 contains 9822 members 
Mstep: Class 16 contains 1050 members 
Mstep: Class 17 contains 37884 members 
Mstep: Class 18 contains 6009 members 
Mstep: Class 19 contains 5654 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25951 members 
Mstep: Class 22 contains 33593 members 
Mstep: Class 23 contains 30082 members 
Mstep: Class 24 contains 22729 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 40672 members 
Mstep: Class 27 contains 57665 members 
Mstep: Class 28 contains 56898 members 
Mstep: Class 29 contains 4278 members 
Mstep: Class 30 contains 21510 members 
Mstep: Class 31 contains 57536 members 
Mstep: Class 32 contains 24508 members 
Mstep: Class 33 contains 43006 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45233 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 20245 members 
Mstep: Class 40 contains 134 members 
Mstep: Class 41 contains 23245 members 
Mstep: Class 42 contains 97 members 
Mstep: Class 43 contains 30324 members 
Mstep: Class 44 contains 441 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47231 members 
Mstep: Class 47 contains 27344 members 
Mstep: Class 48 contains 185 members 
Mstep: Class 49 contains 12477 members 
Mstep: Class 50 contains 560 members 
Mstep: Class 51 contains 278 members 
Mstep: Class 52 contains 9131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Deleting Class 40. Lose 3348.325928 but Gain 3453.515625
Score: -207967664.000000 Penalty: 176129.375000
Iteration 200F: 52 clusters Score -2.079677e+08 nChanged 10035
Entering Unmasked Mstep 
Mstep: Class 0 contains 116 members 
Mstep: Class 1 contains 20097 members 
Mstep: Class 2 contains 7878 members 
Mstep: Class 3 contains 35965 members 
Mstep: Class 4 contains 42393 members 
Mstep: Class 5 contains 24875 members 
Mstep: Class 6 contains 1490 members 
Mstep: Class 7 contains 38148 members 
Mstep: Class 8 contains 52186 members 
Mstep: Class 9 contains 57902 members 
Mstep: Class 10 contains 17593 members 
Mstep: Class 11 contains 31355 members 
Mstep: Class 12 contains 59225 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18660 members 
Mstep: Class 15 contains 9817 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 37799 members 
Mstep: Class 18 contains 6006 members 
Mstep: Class 19 contains 5650 members 
Mstep: Class 20 contains 190 members 
Mstep: Class 21 contains 25981 members 
Mstep: Class 22 contains 33639 members 
Mstep: Class 23 contains 30051 members 
Mstep: Class 24 contains 22196 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 40750 members 
Mstep: Class 27 contains 57706 members 
Mstep: Class 28 contains 56776 members 
Mstep: Class 29 contains 4278 members 
Mstep: Class 30 contains 21106 members 
Mstep: Class 31 contains 57534 members 
Mstep: Class 32 contains 23941 members 
Mstep: Class 33 contains 43096 members 
Mstep: Class 34 contains 158 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45220 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 20710 members 
Mstep: Class 41 contains 23261 members 
Mstep: Class 42 contains 99 members 
Mstep: Class 43 contains 30197 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47237 members 
Mstep: Class 47 contains 28382 members 
Mstep: Class 48 contains 164 members 
Mstep: Class 49 contains 12622 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 298 members 
Mstep: Class 52 contains 9983 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207969680.000000 Penalty: 176129.375000
Iteration 201Q: 52 clusters Score -2.079697e+08 nChanged 8073
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 7845 members 
Mstep: Class 3 contains 35845 members 
Mstep: Class 4 contains 42325 members 
Mstep: Class 5 contains 24604 members 
Mstep: Class 6 contains 1489 members 
Mstep: Class 7 contains 38243 members 
Mstep: Class 8 contains 52190 members 
Mstep: Class 9 contains 57866 members 
Mstep: Class 10 contains 17594 members 
Mstep: Class 11 contains 31206 members 
Mstep: Class 12 contains 59236 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18457 members 
Mstep: Class 15 contains 9811 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37738 members 
Mstep: Class 18 contains 5999 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26029 members 
Mstep: Class 22 contains 33729 members 
Mstep: Class 23 contains 29991 members 
Mstep: Class 24 contains 21798 members 
Mstep: Class 25 contains 6906 members 
Mstep: Class 26 contains 40901 members 
Mstep: Class 27 contains 57718 members 
Mstep: Class 28 contains 56651 members 
Mstep: Class 29 contains 4277 members 
Mstep: Class 30 contains 20820 members 
Mstep: Class 31 contains 57525 members 
Mstep: Class 32 contains 23459 members 
Mstep: Class 33 contains 43121 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45155 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21066 members 
Mstep: Class 41 contains 23282 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 30057 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47289 members 
Mstep: Class 47 contains 29357 members 
Mstep: Class 48 contains 156 members 
Mstep: Class 49 contains 12725 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 305 members 
Mstep: Class 52 contains 10569 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207969936.000000 Penalty: 176129.375000
Iteration 202Q: 52 clusters Score -2.079699e+08 nChanged 7520
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20064 members 
Mstep: Class 2 contains 7800 members 
Mstep: Class 3 contains 35739 members 
Mstep: Class 4 contains 42262 members 
Mstep: Class 5 contains 24409 members 
Mstep: Class 6 contains 1488 members 
Mstep: Class 7 contains 38319 members 
Mstep: Class 8 contains 52132 members 
Mstep: Class 9 contains 57840 members 
Mstep: Class 10 contains 17602 members 
Mstep: Class 11 contains 30992 members 
Mstep: Class 12 contains 59259 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18301 members 
Mstep: Class 15 contains 9799 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37720 members 
Mstep: Class 18 contains 5999 members 
Mstep: Class 19 contains 5657 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26078 members 
Mstep: Class 22 contains 33814 members 
Mstep: Class 23 contains 29941 members 
Mstep: Class 24 contains 21504 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 41024 members 
Mstep: Class 27 contains 57750 members 
Mstep: Class 28 contains 56508 members 
Mstep: Class 29 contains 4274 members 
Mstep: Class 30 contains 20553 members 
Mstep: Class 31 contains 57508 members 
Mstep: Class 32 contains 23042 members 
Mstep: Class 33 contains 43223 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45135 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21369 members 
Mstep: Class 41 contains 23300 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 29907 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47306 members 
Mstep: Class 47 contains 30135 members 
Mstep: Class 48 contains 147 members 
Mstep: Class 49 contains 12814 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 314 members 
Mstep: Class 52 contains 11139 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207969552.000000 Penalty: 176129.375000
Iteration 203Q: 52 clusters Score -2.079696e+08 nChanged 7459
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20040 members 
Mstep: Class 2 contains 7756 members 
Mstep: Class 3 contains 35606 members 
Mstep: Class 4 contains 42211 members 
Mstep: Class 5 contains 24244 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 38387 members 
Mstep: Class 8 contains 52122 members 
Mstep: Class 9 contains 57784 members 
Mstep: Class 10 contains 17608 members 
Mstep: Class 11 contains 30764 members 
Mstep: Class 12 contains 59267 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18162 members 
Mstep: Class 15 contains 9790 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37719 members 
Mstep: Class 18 contains 5994 members 
Mstep: Class 19 contains 5660 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26151 members 
Mstep: Class 22 contains 33950 members 
Mstep: Class 23 contains 29902 members 
Mstep: Class 24 contains 21208 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 41179 members 
Mstep: Class 27 contains 57734 members 
Mstep: Class 28 contains 56403 members 
Mstep: Class 29 contains 4272 members 
Mstep: Class 30 contains 20268 members 
Mstep: Class 31 contains 57528 members 
Mstep: Class 32 contains 22586 members 
Mstep: Class 33 contains 43350 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45086 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21606 members 
Mstep: Class 41 contains 23315 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 29724 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47302 members 
Mstep: Class 47 contains 30911 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12936 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 11694 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207969280.000000 Penalty: 176129.375000
Iteration 204Q: 52 clusters Score -2.079693e+08 nChanged 7197
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 20013 members 
Mstep: Class 2 contains 7702 members 
Mstep: Class 3 contains 35474 members 
Mstep: Class 4 contains 42190 members 
Mstep: Class 5 contains 24098 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 38404 members 
Mstep: Class 8 contains 52058 members 
Mstep: Class 9 contains 57744 members 
Mstep: Class 10 contains 17612 members 
Mstep: Class 11 contains 30581 members 
Mstep: Class 12 contains 59292 members 
Mstep: Class 13 contains 510 members 
Mstep: Class 14 contains 18060 members 
Mstep: Class 15 contains 9787 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37716 members 
Mstep: Class 18 contains 5985 members 
Mstep: Class 19 contains 5665 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26187 members 
Mstep: Class 22 contains 34105 members 
Mstep: Class 23 contains 29849 members 
Mstep: Class 24 contains 20944 members 
Mstep: Class 25 contains 6902 members 
Mstep: Class 26 contains 41317 members 
Mstep: Class 27 contains 57700 members 
Mstep: Class 28 contains 56289 members 
Mstep: Class 29 contains 4267 members 
Mstep: Class 30 contains 20022 members 
Mstep: Class 31 contains 57569 members 
Mstep: Class 32 contains 22204 members 
Mstep: Class 33 contains 43505 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 45044 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21762 members 
Mstep: Class 41 contains 23329 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 29514 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47301 members 
Mstep: Class 47 contains 31570 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 13054 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 12310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207968832.000000 Penalty: 176129.375000
Iteration 205Q: 52 clusters Score -2.079688e+08 nChanged 7067
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19988 members 
Mstep: Class 2 contains 7659 members 
Mstep: Class 3 contains 35384 members 
Mstep: Class 4 contains 42196 members 
Mstep: Class 5 contains 23976 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 38511 members 
Mstep: Class 8 contains 51987 members 
Mstep: Class 9 contains 57707 members 
Mstep: Class 10 contains 17615 members 
Mstep: Class 11 contains 30396 members 
Mstep: Class 12 contains 59298 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 18006 members 
Mstep: Class 15 contains 9787 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37718 members 
Mstep: Class 18 contains 5981 members 
Mstep: Class 19 contains 5671 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26209 members 
Mstep: Class 22 contains 34253 members 
Mstep: Class 23 contains 29798 members 
Mstep: Class 24 contains 20718 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 41465 members 
Mstep: Class 27 contains 57664 members 
Mstep: Class 28 contains 56173 members 
Mstep: Class 29 contains 4263 members 
Mstep: Class 30 contains 19808 members 
Mstep: Class 31 contains 57618 members 
Mstep: Class 32 contains 21757 members 
Mstep: Class 33 contains 43578 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1775 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44978 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21813 members 
Mstep: Class 41 contains 23331 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 29313 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47289 members 
Mstep: Class 47 contains 32153 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 13212 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 12954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207968720.000000 Penalty: 176129.375000
Iteration 206Q: 52 clusters Score -2.079687e+08 nChanged 6851
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19977 members 
Mstep: Class 2 contains 7619 members 
Mstep: Class 3 contains 35292 members 
Mstep: Class 4 contains 42256 members 
Mstep: Class 5 contains 23855 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 38622 members 
Mstep: Class 8 contains 51896 members 
Mstep: Class 9 contains 57674 members 
Mstep: Class 10 contains 17619 members 
Mstep: Class 11 contains 30265 members 
Mstep: Class 12 contains 59302 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17962 members 
Mstep: Class 15 contains 9772 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37727 members 
Mstep: Class 18 contains 5981 members 
Mstep: Class 19 contains 5675 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26255 members 
Mstep: Class 22 contains 34444 members 
Mstep: Class 23 contains 29718 members 
Mstep: Class 24 contains 20546 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 41584 members 
Mstep: Class 27 contains 57684 members 
Mstep: Class 28 contains 56003 members 
Mstep: Class 29 contains 4255 members 
Mstep: Class 30 contains 19603 members 
Mstep: Class 31 contains 57664 members 
Mstep: Class 32 contains 21319 members 
Mstep: Class 33 contains 43672 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1774 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44914 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21836 members 
Mstep: Class 41 contains 23355 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 29093 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47248 members 
Mstep: Class 47 contains 32630 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 13351 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 13559 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207968960.000000 Penalty: 176129.375000
Iteration 207Q: 52 clusters Score -2.07969e+08 nChanged 6886
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19935 members 
Mstep: Class 2 contains 7570 members 
Mstep: Class 3 contains 35210 members 
Mstep: Class 4 contains 42321 members 
Mstep: Class 5 contains 23770 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 38771 members 
Mstep: Class 8 contains 51771 members 
Mstep: Class 9 contains 57658 members 
Mstep: Class 10 contains 17617 members 
Mstep: Class 11 contains 30178 members 
Mstep: Class 12 contains 59298 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17957 members 
Mstep: Class 15 contains 9756 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37705 members 
Mstep: Class 18 contains 5978 members 
Mstep: Class 19 contains 5681 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26307 members 
Mstep: Class 22 contains 34641 members 
Mstep: Class 23 contains 29663 members 
Mstep: Class 24 contains 20362 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 41720 members 
Mstep: Class 27 contains 57714 members 
Mstep: Class 28 contains 55845 members 
Mstep: Class 29 contains 4246 members 
Mstep: Class 30 contains 19418 members 
Mstep: Class 31 contains 57689 members 
Mstep: Class 32 contains 20868 members 
Mstep: Class 33 contains 43738 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1770 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44850 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21824 members 
Mstep: Class 41 contains 23368 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 28885 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47214 members 
Mstep: Class 47 contains 33038 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 13461 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 14206 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207968592.000000 Penalty: 176129.375000
Iteration 208Q: 52 clusters Score -2.079686e+08 nChanged 6837
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19897 members 
Mstep: Class 2 contains 7527 members 
Mstep: Class 3 contains 35179 members 
Mstep: Class 4 contains 42374 members 
Mstep: Class 5 contains 23674 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 38975 members 
Mstep: Class 8 contains 51683 members 
Mstep: Class 9 contains 57643 members 
Mstep: Class 10 contains 17603 members 
Mstep: Class 11 contains 30088 members 
Mstep: Class 12 contains 59303 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17910 members 
Mstep: Class 15 contains 9732 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37677 members 
Mstep: Class 18 contains 5973 members 
Mstep: Class 19 contains 5687 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26344 members 
Mstep: Class 22 contains 34812 members 
Mstep: Class 23 contains 29618 members 
Mstep: Class 24 contains 20215 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 41838 members 
Mstep: Class 27 contains 57724 members 
Mstep: Class 28 contains 55728 members 
Mstep: Class 29 contains 4240 members 
Mstep: Class 30 contains 19199 members 
Mstep: Class 31 contains 57707 members 
Mstep: Class 32 contains 20514 members 
Mstep: Class 33 contains 43798 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1765 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44789 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21810 members 
Mstep: Class 41 contains 23367 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 28659 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47192 members 
Mstep: Class 47 contains 33240 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 13588 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 14932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207968736.000000 Penalty: 176129.375000
Iteration 209Q: 52 clusters Score -2.079687e+08 nChanged 6803
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19881 members 
Mstep: Class 2 contains 7487 members 
Mstep: Class 3 contains 35107 members 
Mstep: Class 4 contains 42422 members 
Mstep: Class 5 contains 23589 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 39199 members 
Mstep: Class 8 contains 51642 members 
Mstep: Class 9 contains 57649 members 
Mstep: Class 10 contains 17607 members 
Mstep: Class 11 contains 29989 members 
Mstep: Class 12 contains 59290 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17844 members 
Mstep: Class 15 contains 9706 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37620 members 
Mstep: Class 18 contains 5962 members 
Mstep: Class 19 contains 5695 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26390 members 
Mstep: Class 22 contains 35041 members 
Mstep: Class 23 contains 29547 members 
Mstep: Class 24 contains 20069 members 
Mstep: Class 25 contains 6895 members 
Mstep: Class 26 contains 41972 members 
Mstep: Class 27 contains 57711 members 
Mstep: Class 28 contains 55577 members 
Mstep: Class 29 contains 4237 members 
Mstep: Class 30 contains 18993 members 
Mstep: Class 31 contains 57710 members 
Mstep: Class 32 contains 20212 members 
Mstep: Class 33 contains 43785 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44750 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21814 members 
Mstep: Class 41 contains 23375 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 28442 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47198 members 
Mstep: Class 47 contains 33247 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 13744 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 15742 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207968976.000000 Penalty: 176129.375000
Iteration 210Q: 52 clusters Score -2.07969e+08 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19845 members 
Mstep: Class 2 contains 7445 members 
Mstep: Class 3 contains 35056 members 
Mstep: Class 4 contains 42455 members 
Mstep: Class 5 contains 23499 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 39436 members 
Mstep: Class 8 contains 51601 members 
Mstep: Class 9 contains 57647 members 
Mstep: Class 10 contains 17611 members 
Mstep: Class 11 contains 29908 members 
Mstep: Class 12 contains 59295 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17770 members 
Mstep: Class 15 contains 9698 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37581 members 
Mstep: Class 18 contains 5961 members 
Mstep: Class 19 contains 5704 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26438 members 
Mstep: Class 22 contains 35259 members 
Mstep: Class 23 contains 29502 members 
Mstep: Class 24 contains 19918 members 
Mstep: Class 25 contains 6894 members 
Mstep: Class 26 contains 42137 members 
Mstep: Class 27 contains 57670 members 
Mstep: Class 28 contains 55409 members 
Mstep: Class 29 contains 4234 members 
Mstep: Class 30 contains 18786 members 
Mstep: Class 31 contains 57720 members 
Mstep: Class 32 contains 19971 members 
Mstep: Class 33 contains 43680 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44683 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21852 members 
Mstep: Class 41 contains 23376 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 28243 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47211 members 
Mstep: Class 47 contains 33150 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 13905 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 16589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207969632.000000 Penalty: 176129.375000
Iteration 211Q: 52 clusters Score -2.079696e+08 nChanged 6698
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19814 members 
Mstep: Class 2 contains 7422 members 
Mstep: Class 3 contains 35031 members 
Mstep: Class 4 contains 42479 members 
Mstep: Class 5 contains 23420 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 39686 members 
Mstep: Class 8 contains 51590 members 
Mstep: Class 9 contains 57636 members 
Mstep: Class 10 contains 17612 members 
Mstep: Class 11 contains 29816 members 
Mstep: Class 12 contains 59314 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17726 members 
Mstep: Class 15 contains 9685 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37564 members 
Mstep: Class 18 contains 5955 members 
Mstep: Class 19 contains 5712 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26467 members 
Mstep: Class 22 contains 35489 members 
Mstep: Class 23 contains 29454 members 
Mstep: Class 24 contains 19750 members 
Mstep: Class 25 contains 6892 members 
Mstep: Class 26 contains 42192 members 
Mstep: Class 27 contains 57607 members 
Mstep: Class 28 contains 55251 members 
Mstep: Class 29 contains 4232 members 
Mstep: Class 30 contains 18554 members 
Mstep: Class 31 contains 57725 members 
Mstep: Class 32 contains 19757 members 
Mstep: Class 33 contains 43573 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1759 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44653 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21849 members 
Mstep: Class 41 contains 23391 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 28089 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47241 members 
Mstep: Class 47 contains 33008 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 14075 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 17431 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207969744.000000 Penalty: 176129.375000
Iteration 212Q: 52 clusters Score -2.079697e+08 nChanged 6642
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 7384 members 
Mstep: Class 3 contains 34952 members 
Mstep: Class 4 contains 42508 members 
Mstep: Class 5 contains 23332 members 
Mstep: Class 6 contains 1487 members 
Mstep: Class 7 contains 39981 members 
Mstep: Class 8 contains 51547 members 
Mstep: Class 9 contains 57635 members 
Mstep: Class 10 contains 17607 members 
Mstep: Class 11 contains 29727 members 
Mstep: Class 12 contains 59302 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17668 members 
Mstep: Class 15 contains 9668 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37566 members 
Mstep: Class 18 contains 5950 members 
Mstep: Class 19 contains 5720 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26518 members 
Mstep: Class 22 contains 35702 members 
Mstep: Class 23 contains 29404 members 
Mstep: Class 24 contains 19594 members 
Mstep: Class 25 contains 6892 members 
Mstep: Class 26 contains 42217 members 
Mstep: Class 27 contains 57585 members 
Mstep: Class 28 contains 55062 members 
Mstep: Class 29 contains 4227 members 
Mstep: Class 30 contains 18318 members 
Mstep: Class 31 contains 57745 members 
Mstep: Class 32 contains 19570 members 
Mstep: Class 33 contains 43485 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1760 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44618 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21871 members 
Mstep: Class 41 contains 23407 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 27976 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47245 members 
Mstep: Class 47 contains 32782 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 14240 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 18354 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970016.000000 Penalty: 176129.375000
Iteration 213Q: 52 clusters Score -2.0797e+08 nChanged 6376
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19748 members 
Mstep: Class 2 contains 7349 members 
Mstep: Class 3 contains 34910 members 
Mstep: Class 4 contains 42518 members 
Mstep: Class 5 contains 23241 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 40241 members 
Mstep: Class 8 contains 51506 members 
Mstep: Class 9 contains 57575 members 
Mstep: Class 10 contains 17609 members 
Mstep: Class 11 contains 29694 members 
Mstep: Class 12 contains 59313 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17608 members 
Mstep: Class 15 contains 9646 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37535 members 
Mstep: Class 18 contains 5948 members 
Mstep: Class 19 contains 5732 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26561 members 
Mstep: Class 22 contains 35912 members 
Mstep: Class 23 contains 29370 members 
Mstep: Class 24 contains 19450 members 
Mstep: Class 25 contains 6894 members 
Mstep: Class 26 contains 42223 members 
Mstep: Class 27 contains 57519 members 
Mstep: Class 28 contains 54950 members 
Mstep: Class 29 contains 4224 members 
Mstep: Class 30 contains 18067 members 
Mstep: Class 31 contains 57760 members 
Mstep: Class 32 contains 19439 members 
Mstep: Class 33 contains 43407 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1759 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44583 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21905 members 
Mstep: Class 41 contains 23423 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 27886 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47212 members 
Mstep: Class 47 contains 32482 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 14438 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 19265 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970016.000000 Penalty: 176129.375000
Iteration 214Q: 52 clusters Score -2.0797e+08 nChanged 6258
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19721 members 
Mstep: Class 2 contains 7321 members 
Mstep: Class 3 contains 34879 members 
Mstep: Class 4 contains 42558 members 
Mstep: Class 5 contains 23127 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 40424 members 
Mstep: Class 8 contains 51484 members 
Mstep: Class 9 contains 57529 members 
Mstep: Class 10 contains 17609 members 
Mstep: Class 11 contains 29661 members 
Mstep: Class 12 contains 59344 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17571 members 
Mstep: Class 15 contains 9631 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37475 members 
Mstep: Class 18 contains 5939 members 
Mstep: Class 19 contains 5739 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26580 members 
Mstep: Class 22 contains 36179 members 
Mstep: Class 23 contains 29296 members 
Mstep: Class 24 contains 19303 members 
Mstep: Class 25 contains 6895 members 
Mstep: Class 26 contains 42287 members 
Mstep: Class 27 contains 57399 members 
Mstep: Class 28 contains 54834 members 
Mstep: Class 29 contains 4222 members 
Mstep: Class 30 contains 17784 members 
Mstep: Class 31 contains 57750 members 
Mstep: Class 32 contains 19331 members 
Mstep: Class 33 contains 43342 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1759 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44578 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21916 members 
Mstep: Class 41 contains 23429 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 27805 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47176 members 
Mstep: Class 47 contains 32266 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 14646 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 20113 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970432.000000 Penalty: 176129.375000
Iteration 215Q: 52 clusters Score -2.079704e+08 nChanged 6089
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19686 members 
Mstep: Class 2 contains 7291 members 
Mstep: Class 3 contains 34835 members 
Mstep: Class 4 contains 42635 members 
Mstep: Class 5 contains 23023 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 40633 members 
Mstep: Class 8 contains 51446 members 
Mstep: Class 9 contains 57478 members 
Mstep: Class 10 contains 17610 members 
Mstep: Class 11 contains 29593 members 
Mstep: Class 12 contains 59379 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17507 members 
Mstep: Class 15 contains 9625 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37454 members 
Mstep: Class 18 contains 5939 members 
Mstep: Class 19 contains 5739 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26594 members 
Mstep: Class 22 contains 36459 members 
Mstep: Class 23 contains 29216 members 
Mstep: Class 24 contains 19136 members 
Mstep: Class 25 contains 6894 members 
Mstep: Class 26 contains 42285 members 
Mstep: Class 27 contains 57275 members 
Mstep: Class 28 contains 54709 members 
Mstep: Class 29 contains 4216 members 
Mstep: Class 30 contains 17548 members 
Mstep: Class 31 contains 57745 members 
Mstep: Class 32 contains 19253 members 
Mstep: Class 33 contains 43276 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44587 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21938 members 
Mstep: Class 41 contains 23429 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 27727 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47156 members 
Mstep: Class 47 contains 32019 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 14882 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 20924 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970800.000000 Penalty: 176129.375000
Iteration 216Q: 52 clusters Score -2.079708e+08 nChanged 5869
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19650 members 
Mstep: Class 2 contains 7249 members 
Mstep: Class 3 contains 34810 members 
Mstep: Class 4 contains 42688 members 
Mstep: Class 5 contains 22907 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 40833 members 
Mstep: Class 8 contains 51341 members 
Mstep: Class 9 contains 57432 members 
Mstep: Class 10 contains 17602 members 
Mstep: Class 11 contains 29528 members 
Mstep: Class 12 contains 59406 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17446 members 
Mstep: Class 15 contains 9619 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37465 members 
Mstep: Class 18 contains 5941 members 
Mstep: Class 19 contains 5740 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26627 members 
Mstep: Class 22 contains 36741 members 
Mstep: Class 23 contains 29151 members 
Mstep: Class 24 contains 18935 members 
Mstep: Class 25 contains 6894 members 
Mstep: Class 26 contains 42252 members 
Mstep: Class 27 contains 57159 members 
Mstep: Class 28 contains 54585 members 
Mstep: Class 29 contains 4211 members 
Mstep: Class 30 contains 17346 members 
Mstep: Class 31 contains 57743 members 
Mstep: Class 32 contains 19214 members 
Mstep: Class 33 contains 43216 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44628 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21949 members 
Mstep: Class 41 contains 23437 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 27678 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47109 members 
Mstep: Class 47 contains 31788 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 15130 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 21690 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970864.000000 Penalty: 176129.375000
Iteration 217Q: 52 clusters Score -2.079709e+08 nChanged 5737
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19638 members 
Mstep: Class 2 contains 7187 members 
Mstep: Class 3 contains 34813 members 
Mstep: Class 4 contains 42740 members 
Mstep: Class 5 contains 22770 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 41009 members 
Mstep: Class 8 contains 51272 members 
Mstep: Class 9 contains 57412 members 
Mstep: Class 10 contains 17607 members 
Mstep: Class 11 contains 29450 members 
Mstep: Class 12 contains 59389 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17405 members 
Mstep: Class 15 contains 9612 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37439 members 
Mstep: Class 18 contains 5933 members 
Mstep: Class 19 contains 5745 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26675 members 
Mstep: Class 22 contains 36997 members 
Mstep: Class 23 contains 29103 members 
Mstep: Class 24 contains 18783 members 
Mstep: Class 25 contains 6895 members 
Mstep: Class 26 contains 42197 members 
Mstep: Class 27 contains 57097 members 
Mstep: Class 28 contains 54401 members 
Mstep: Class 29 contains 4208 members 
Mstep: Class 30 contains 17187 members 
Mstep: Class 31 contains 57752 members 
Mstep: Class 32 contains 19166 members 
Mstep: Class 33 contains 43161 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44667 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 21954 members 
Mstep: Class 41 contains 23448 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 27650 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 47060 members 
Mstep: Class 47 contains 31582 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 15364 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 22372 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971504.000000 Penalty: 176129.375000
Iteration 218Q: 52 clusters Score -2.079715e+08 nChanged 5484
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19629 members 
Mstep: Class 2 contains 7130 members 
Mstep: Class 3 contains 34811 members 
Mstep: Class 4 contains 42788 members 
Mstep: Class 5 contains 22654 members 
Mstep: Class 6 contains 1486 members 
Mstep: Class 7 contains 41144 members 
Mstep: Class 8 contains 51219 members 
Mstep: Class 9 contains 57409 members 
Mstep: Class 10 contains 17608 members 
Mstep: Class 11 contains 29365 members 
Mstep: Class 12 contains 59369 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17354 members 
Mstep: Class 15 contains 9603 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37391 members 
Mstep: Class 18 contains 5920 members 
Mstep: Class 19 contains 5750 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26741 members 
Mstep: Class 22 contains 37240 members 
Mstep: Class 23 contains 29079 members 
Mstep: Class 24 contains 18622 members 
Mstep: Class 25 contains 6895 members 
Mstep: Class 26 contains 42124 members 
Mstep: Class 27 contains 57034 members 
Mstep: Class 28 contains 54227 members 
Mstep: Class 29 contains 4206 members 
Mstep: Class 30 contains 16993 members 
Mstep: Class 31 contains 57794 members 
Mstep: Class 32 contains 19117 members 
Mstep: Class 33 contains 43115 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44718 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 22016 members 
Mstep: Class 41 contains 23455 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 27620 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46993 members 
Mstep: Class 47 contains 31412 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 15617 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 22978 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971456.000000 Penalty: 176129.375000
Iteration 219Q: 52 clusters Score -2.079715e+08 nChanged 5547
Entering Unmasked Mstep 
Mstep: Class 0 contains 113 members 
Mstep: Class 1 contains 19606 members 
Mstep: Class 2 contains 7083 members 
Mstep: Class 3 contains 34793 members 
Mstep: Class 4 contains 42832 members 
Mstep: Class 5 contains 22562 members 
Mstep: Class 6 contains 1485 members 
Mstep: Class 7 contains 41285 members 
Mstep: Class 8 contains 51184 members 
Mstep: Class 9 contains 57379 members 
Mstep: Class 10 contains 17604 members 
Mstep: Class 11 contains 29296 members 
Mstep: Class 12 contains 59358 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17285 members 
Mstep: Class 15 contains 9585 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37333 members 
Mstep: Class 18 contains 5915 members 
Mstep: Class 19 contains 5758 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26812 members 
Mstep: Class 22 contains 37439 members 
Mstep: Class 23 contains 29074 members 
Mstep: Class 24 contains 18441 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 42073 members 
Mstep: Class 27 contains 56953 members 
Mstep: Class 28 contains 54095 members 
Mstep: Class 29 contains 4202 members 
Mstep: Class 30 contains 16805 members 
Mstep: Class 31 contains 57806 members 
Mstep: Class 32 contains 19078 members 
Mstep: Class 33 contains 43088 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44727 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 22152 members 
Mstep: Class 41 contains 23471 members 
Mstep: Class 42 contains 100 members 
Mstep: Class 43 contains 27588 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46918 members 
Mstep: Class 47 contains 31222 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 15901 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 23540 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972384.000000 Penalty: 176129.375000
Iteration 220F: 52 clusters Score -2.079724e+08 nChanged 6215
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 7031 members 
Mstep: Class 3 contains 34762 members 
Mstep: Class 4 contains 42883 members 
Mstep: Class 5 contains 22398 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 41360 members 
Mstep: Class 8 contains 51089 members 
Mstep: Class 9 contains 57349 members 
Mstep: Class 10 contains 17608 members 
Mstep: Class 11 contains 29251 members 
Mstep: Class 12 contains 59361 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17231 members 
Mstep: Class 15 contains 9569 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37322 members 
Mstep: Class 18 contains 5913 members 
Mstep: Class 19 contains 5762 members 
Mstep: Class 20 contains 189 members 
Mstep: Class 21 contains 26845 members 
Mstep: Class 22 contains 37627 members 
Mstep: Class 23 contains 29058 members 
Mstep: Class 24 contains 18222 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 42028 members 
Mstep: Class 27 contains 56865 members 
Mstep: Class 28 contains 54015 members 
Mstep: Class 29 contains 4201 members 
Mstep: Class 30 contains 16601 members 
Mstep: Class 31 contains 57825 members 
Mstep: Class 32 contains 18915 members 
Mstep: Class 33 contains 43090 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1763 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44759 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 22255 members 
Mstep: Class 41 contains 23487 members 
Mstep: Class 42 contains 104 members 
Mstep: Class 43 contains 27563 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46876 members 
Mstep: Class 47 contains 30609 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 16158 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 24765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973696.000000 Penalty: 176129.375000
Iteration 221Q: 52 clusters Score -2.079737e+08 nChanged 6474
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19571 members 
Mstep: Class 2 contains 6973 members 
Mstep: Class 3 contains 34698 members 
Mstep: Class 4 contains 42925 members 
Mstep: Class 5 contains 22251 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 41364 members 
Mstep: Class 8 contains 50981 members 
Mstep: Class 9 contains 57285 members 
Mstep: Class 10 contains 17601 members 
Mstep: Class 11 contains 29200 members 
Mstep: Class 12 contains 59367 members 
Mstep: Class 13 contains 509 members 
Mstep: Class 14 contains 17183 members 
Mstep: Class 15 contains 9557 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37322 members 
Mstep: Class 18 contains 5909 members 
Mstep: Class 19 contains 5768 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 26886 members 
Mstep: Class 22 contains 37867 members 
Mstep: Class 23 contains 29035 members 
Mstep: Class 24 contains 18016 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 42015 members 
Mstep: Class 27 contains 56785 members 
Mstep: Class 28 contains 53961 members 
Mstep: Class 29 contains 4195 members 
Mstep: Class 30 contains 16397 members 
Mstep: Class 31 contains 57849 members 
Mstep: Class 32 contains 18804 members 
Mstep: Class 33 contains 43089 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44784 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 22434 members 
Mstep: Class 41 contains 23493 members 
Mstep: Class 42 contains 105 members 
Mstep: Class 43 contains 27556 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46865 members 
Mstep: Class 47 contains 29955 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 16434 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974432.000000 Penalty: 176129.375000
Iteration 222Q: 52 clusters Score -2.079744e+08 nChanged 6320
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 6915 members 
Mstep: Class 3 contains 34622 members 
Mstep: Class 4 contains 43012 members 
Mstep: Class 5 contains 22099 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 41356 members 
Mstep: Class 8 contains 50910 members 
Mstep: Class 9 contains 57228 members 
Mstep: Class 10 contains 17596 members 
Mstep: Class 11 contains 29145 members 
Mstep: Class 12 contains 59382 members 
Mstep: Class 13 contains 508 members 
Mstep: Class 14 contains 17133 members 
Mstep: Class 15 contains 9552 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37299 members 
Mstep: Class 18 contains 5898 members 
Mstep: Class 19 contains 5775 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 26930 members 
Mstep: Class 22 contains 38064 members 
Mstep: Class 23 contains 29012 members 
Mstep: Class 24 contains 17802 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 42007 members 
Mstep: Class 27 contains 56712 members 
Mstep: Class 28 contains 53897 members 
Mstep: Class 29 contains 4188 members 
Mstep: Class 30 contains 16183 members 
Mstep: Class 31 contains 57847 members 
Mstep: Class 32 contains 18736 members 
Mstep: Class 33 contains 43071 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 314 members 
Mstep: Class 37 contains 44821 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 22644 members 
Mstep: Class 41 contains 23493 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27555 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46827 members 
Mstep: Class 47 contains 29375 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 16734 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26874 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975072.000000 Penalty: 176129.375000
Iteration 223Q: 52 clusters Score -2.079751e+08 nChanged 6084
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19533 members 
Mstep: Class 2 contains 6874 members 
Mstep: Class 3 contains 34626 members 
Mstep: Class 4 contains 43076 members 
Mstep: Class 5 contains 21951 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 41352 members 
Mstep: Class 8 contains 50833 members 
Mstep: Class 9 contains 57162 members 
Mstep: Class 10 contains 17584 members 
Mstep: Class 11 contains 29063 members 
Mstep: Class 12 contains 59373 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 17092 members 
Mstep: Class 15 contains 9544 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37274 members 
Mstep: Class 18 contains 5889 members 
Mstep: Class 19 contains 5779 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 26957 members 
Mstep: Class 22 contains 38228 members 
Mstep: Class 23 contains 28982 members 
Mstep: Class 24 contains 17572 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 41985 members 
Mstep: Class 27 contains 56640 members 
Mstep: Class 28 contains 53817 members 
Mstep: Class 29 contains 4186 members 
Mstep: Class 30 contains 16011 members 
Mstep: Class 31 contains 57865 members 
Mstep: Class 32 contains 18682 members 
Mstep: Class 33 contains 43084 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1762 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 44876 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 22802 members 
Mstep: Class 41 contains 23493 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27543 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46807 members 
Mstep: Class 47 contains 28856 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17067 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27783 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975616.000000 Penalty: 176129.375000
Iteration 224Q: 52 clusters Score -2.079756e+08 nChanged 5998
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 6846 members 
Mstep: Class 3 contains 34614 members 
Mstep: Class 4 contains 43144 members 
Mstep: Class 5 contains 21811 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 41366 members 
Mstep: Class 8 contains 50722 members 
Mstep: Class 9 contains 57111 members 
Mstep: Class 10 contains 17570 members 
Mstep: Class 11 contains 28948 members 
Mstep: Class 12 contains 59377 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 17055 members 
Mstep: Class 15 contains 9535 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37294 members 
Mstep: Class 18 contains 5880 members 
Mstep: Class 19 contains 5782 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 26994 members 
Mstep: Class 22 contains 38364 members 
Mstep: Class 23 contains 28930 members 
Mstep: Class 24 contains 17371 members 
Mstep: Class 25 contains 6898 members 
Mstep: Class 26 contains 41965 members 
Mstep: Class 27 contains 56629 members 
Mstep: Class 28 contains 53739 members 
Mstep: Class 29 contains 4185 members 
Mstep: Class 30 contains 15819 members 
Mstep: Class 31 contains 57865 members 
Mstep: Class 32 contains 18647 members 
Mstep: Class 33 contains 43095 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 44903 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 23022 members 
Mstep: Class 41 contains 23499 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27531 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46757 members 
Mstep: Class 47 contains 28363 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17401 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974768.000000 Penalty: 176129.375000
Iteration 225Q: 52 clusters Score -2.079748e+08 nChanged 5901
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19510 members 
Mstep: Class 2 contains 6814 members 
Mstep: Class 3 contains 34558 members 
Mstep: Class 4 contains 43217 members 
Mstep: Class 5 contains 21675 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 41366 members 
Mstep: Class 8 contains 50609 members 
Mstep: Class 9 contains 57073 members 
Mstep: Class 10 contains 17559 members 
Mstep: Class 11 contains 28851 members 
Mstep: Class 12 contains 59365 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 17033 members 
Mstep: Class 15 contains 9529 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37247 members 
Mstep: Class 18 contains 5876 members 
Mstep: Class 19 contains 5784 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27026 members 
Mstep: Class 22 contains 38521 members 
Mstep: Class 23 contains 28885 members 
Mstep: Class 24 contains 17169 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 41938 members 
Mstep: Class 27 contains 56650 members 
Mstep: Class 28 contains 53678 members 
Mstep: Class 29 contains 4184 members 
Mstep: Class 30 contains 15632 members 
Mstep: Class 31 contains 57863 members 
Mstep: Class 32 contains 18641 members 
Mstep: Class 33 contains 43102 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1764 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 44935 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 23233 members 
Mstep: Class 41 contains 23509 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27516 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46717 members 
Mstep: Class 47 contains 27965 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17734 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 29279 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974608.000000 Penalty: 176129.375000
Iteration 226Q: 52 clusters Score -2.079746e+08 nChanged 6099
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 6780 members 
Mstep: Class 3 contains 34509 members 
Mstep: Class 4 contains 43272 members 
Mstep: Class 5 contains 21556 members 
Mstep: Class 6 contains 1483 members 
Mstep: Class 7 contains 41344 members 
Mstep: Class 8 contains 50458 members 
Mstep: Class 9 contains 57019 members 
Mstep: Class 10 contains 17549 members 
Mstep: Class 11 contains 28745 members 
Mstep: Class 12 contains 59357 members 
Mstep: Class 13 contains 507 members 
Mstep: Class 14 contains 17023 members 
Mstep: Class 15 contains 9523 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37195 members 
Mstep: Class 18 contains 5868 members 
Mstep: Class 19 contains 5786 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27046 members 
Mstep: Class 22 contains 38686 members 
Mstep: Class 23 contains 28876 members 
Mstep: Class 24 contains 16969 members 
Mstep: Class 25 contains 6894 members 
Mstep: Class 26 contains 41932 members 
Mstep: Class 27 contains 56699 members 
Mstep: Class 28 contains 53625 members 
Mstep: Class 29 contains 4184 members 
Mstep: Class 30 contains 15431 members 
Mstep: Class 31 contains 57851 members 
Mstep: Class 32 contains 18653 members 
Mstep: Class 33 contains 43084 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1763 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 44979 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 23527 members 
Mstep: Class 41 contains 23517 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27499 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46690 members 
Mstep: Class 47 contains 27518 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18054 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 29942 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974880.000000 Penalty: 176129.375000
Iteration 227Q: 52 clusters Score -2.079749e+08 nChanged 6551
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 6742 members 
Mstep: Class 3 contains 34480 members 
Mstep: Class 4 contains 43295 members 
Mstep: Class 5 contains 21393 members 
Mstep: Class 6 contains 1481 members 
Mstep: Class 7 contains 41349 members 
Mstep: Class 8 contains 50315 members 
Mstep: Class 9 contains 56964 members 
Mstep: Class 10 contains 17539 members 
Mstep: Class 11 contains 28619 members 
Mstep: Class 12 contains 59332 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17019 members 
Mstep: Class 15 contains 9519 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37206 members 
Mstep: Class 18 contains 5862 members 
Mstep: Class 19 contains 5785 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27079 members 
Mstep: Class 22 contains 38851 members 
Mstep: Class 23 contains 28871 members 
Mstep: Class 24 contains 16773 members 
Mstep: Class 25 contains 6894 members 
Mstep: Class 26 contains 41933 members 
Mstep: Class 27 contains 56743 members 
Mstep: Class 28 contains 53559 members 
Mstep: Class 29 contains 4183 members 
Mstep: Class 30 contains 15217 members 
Mstep: Class 31 contains 57818 members 
Mstep: Class 32 contains 18649 members 
Mstep: Class 33 contains 43069 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45017 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 23928 members 
Mstep: Class 41 contains 23528 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27486 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46640 members 
Mstep: Class 47 contains 26984 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18349 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 30662 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975456.000000 Penalty: 176129.375000
Iteration 228Q: 52 clusters Score -2.079755e+08 nChanged 6899
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19471 members 
Mstep: Class 2 contains 6721 members 
Mstep: Class 3 contains 34451 members 
Mstep: Class 4 contains 43354 members 
Mstep: Class 5 contains 21249 members 
Mstep: Class 6 contains 1479 members 
Mstep: Class 7 contains 41346 members 
Mstep: Class 8 contains 50245 members 
Mstep: Class 9 contains 56912 members 
Mstep: Class 10 contains 17522 members 
Mstep: Class 11 contains 28539 members 
Mstep: Class 12 contains 59307 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 17031 members 
Mstep: Class 15 contains 9512 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37190 members 
Mstep: Class 18 contains 5855 members 
Mstep: Class 19 contains 5789 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27109 members 
Mstep: Class 22 contains 39015 members 
Mstep: Class 23 contains 28858 members 
Mstep: Class 24 contains 16575 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 41901 members 
Mstep: Class 27 contains 56835 members 
Mstep: Class 28 contains 53483 members 
Mstep: Class 29 contains 4180 members 
Mstep: Class 30 contains 14995 members 
Mstep: Class 31 contains 57745 members 
Mstep: Class 32 contains 18686 members 
Mstep: Class 33 contains 43066 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1761 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45019 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24449 members 
Mstep: Class 41 contains 23523 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27485 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46602 members 
Mstep: Class 47 contains 26418 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18614 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 31201 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976016.000000 Penalty: 176129.375000
Iteration 229Q: 52 clusters Score -2.07976e+08 nChanged 6646
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19452 members 
Mstep: Class 2 contains 6688 members 
Mstep: Class 3 contains 34454 members 
Mstep: Class 4 contains 43383 members 
Mstep: Class 5 contains 21092 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41326 members 
Mstep: Class 8 contains 50126 members 
Mstep: Class 9 contains 56833 members 
Mstep: Class 10 contains 17504 members 
Mstep: Class 11 contains 28485 members 
Mstep: Class 12 contains 59300 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17097 members 
Mstep: Class 15 contains 9502 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37197 members 
Mstep: Class 18 contains 5851 members 
Mstep: Class 19 contains 5792 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27136 members 
Mstep: Class 22 contains 39168 members 
Mstep: Class 23 contains 28869 members 
Mstep: Class 24 contains 16383 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 41886 members 
Mstep: Class 27 contains 56899 members 
Mstep: Class 28 contains 53433 members 
Mstep: Class 29 contains 4176 members 
Mstep: Class 30 contains 14773 members 
Mstep: Class 31 contains 57685 members 
Mstep: Class 32 contains 18725 members 
Mstep: Class 33 contains 43055 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1760 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45058 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24970 members 
Mstep: Class 41 contains 23523 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27490 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46542 members 
Mstep: Class 47 contains 26038 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18855 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 31511 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976944.000000 Penalty: 176129.375000
Iteration 230Q: 52 clusters Score -2.079769e+08 nChanged 6347
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19444 members 
Mstep: Class 2 contains 6671 members 
Mstep: Class 3 contains 34450 members 
Mstep: Class 4 contains 43419 members 
Mstep: Class 5 contains 20957 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41290 members 
Mstep: Class 8 contains 49964 members 
Mstep: Class 9 contains 56762 members 
Mstep: Class 10 contains 17475 members 
Mstep: Class 11 contains 28432 members 
Mstep: Class 12 contains 59287 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 17115 members 
Mstep: Class 15 contains 9502 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37273 members 
Mstep: Class 18 contains 5841 members 
Mstep: Class 19 contains 5797 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27162 members 
Mstep: Class 22 contains 39330 members 
Mstep: Class 23 contains 28868 members 
Mstep: Class 24 contains 16169 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 41875 members 
Mstep: Class 27 contains 56948 members 
Mstep: Class 28 contains 53376 members 
Mstep: Class 29 contains 4174 members 
Mstep: Class 30 contains 14580 members 
Mstep: Class 31 contains 57628 members 
Mstep: Class 32 contains 18798 members 
Mstep: Class 33 contains 43042 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1760 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45054 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25551 members 
Mstep: Class 41 contains 23526 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27494 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46505 members 
Mstep: Class 47 contains 25776 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19137 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 31583 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976448.000000 Penalty: 176129.375000
Iteration 231Q: 52 clusters Score -2.079764e+08 nChanged 5972
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19435 members 
Mstep: Class 2 contains 6644 members 
Mstep: Class 3 contains 34485 members 
Mstep: Class 4 contains 43502 members 
Mstep: Class 5 contains 20832 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41245 members 
Mstep: Class 8 contains 49745 members 
Mstep: Class 9 contains 56705 members 
Mstep: Class 10 contains 17455 members 
Mstep: Class 11 contains 28378 members 
Mstep: Class 12 contains 59279 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17138 members 
Mstep: Class 15 contains 9503 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37383 members 
Mstep: Class 18 contains 5833 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27184 members 
Mstep: Class 22 contains 39504 members 
Mstep: Class 23 contains 28856 members 
Mstep: Class 24 contains 15991 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 41854 members 
Mstep: Class 27 contains 57003 members 
Mstep: Class 28 contains 53285 members 
Mstep: Class 29 contains 4173 members 
Mstep: Class 30 contains 14386 members 
Mstep: Class 31 contains 57593 members 
Mstep: Class 32 contains 18872 members 
Mstep: Class 33 contains 43037 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1758 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45053 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26106 members 
Mstep: Class 41 contains 23538 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27493 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46448 members 
Mstep: Class 47 contains 25530 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19322 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 31663 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976144.000000 Penalty: 176129.375000
Iteration 232Q: 52 clusters Score -2.079761e+08 nChanged 5663
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19423 members 
Mstep: Class 2 contains 6624 members 
Mstep: Class 3 contains 34497 members 
Mstep: Class 4 contains 43576 members 
Mstep: Class 5 contains 20750 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41221 members 
Mstep: Class 8 contains 49562 members 
Mstep: Class 9 contains 56671 members 
Mstep: Class 10 contains 17413 members 
Mstep: Class 11 contains 28299 members 
Mstep: Class 12 contains 59308 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17165 members 
Mstep: Class 15 contains 9502 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37517 members 
Mstep: Class 18 contains 5821 members 
Mstep: Class 19 contains 5801 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27213 members 
Mstep: Class 22 contains 39661 members 
Mstep: Class 23 contains 28842 members 
Mstep: Class 24 contains 15802 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 41836 members 
Mstep: Class 27 contains 57071 members 
Mstep: Class 28 contains 53197 members 
Mstep: Class 29 contains 4170 members 
Mstep: Class 30 contains 14175 members 
Mstep: Class 31 contains 57531 members 
Mstep: Class 32 contains 18940 members 
Mstep: Class 33 contains 43054 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1757 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45050 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26609 members 
Mstep: Class 41 contains 23540 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27491 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46394 members 
Mstep: Class 47 contains 25352 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19410 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 31767 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976448.000000 Penalty: 176129.375000
Iteration 233Q: 52 clusters Score -2.079764e+08 nChanged 5371
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19417 members 
Mstep: Class 2 contains 6604 members 
Mstep: Class 3 contains 34530 members 
Mstep: Class 4 contains 43647 members 
Mstep: Class 5 contains 20653 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41179 members 
Mstep: Class 8 contains 49332 members 
Mstep: Class 9 contains 56662 members 
Mstep: Class 10 contains 17380 members 
Mstep: Class 11 contains 28237 members 
Mstep: Class 12 contains 59318 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17195 members 
Mstep: Class 15 contains 9502 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37660 members 
Mstep: Class 18 contains 5817 members 
Mstep: Class 19 contains 5804 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27236 members 
Mstep: Class 22 contains 39769 members 
Mstep: Class 23 contains 28809 members 
Mstep: Class 24 contains 15621 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 41835 members 
Mstep: Class 27 contains 57147 members 
Mstep: Class 28 contains 53122 members 
Mstep: Class 29 contains 4166 members 
Mstep: Class 30 contains 13977 members 
Mstep: Class 31 contains 57461 members 
Mstep: Class 32 contains 19029 members 
Mstep: Class 33 contains 43056 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1758 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45053 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27157 members 
Mstep: Class 41 contains 23548 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27484 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46385 members 
Mstep: Class 47 contains 25238 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19328 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 31894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975648.000000 Penalty: 176129.375000
Iteration 234Q: 52 clusters Score -2.079756e+08 nChanged 5178
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 6577 members 
Mstep: Class 3 contains 34521 members 
Mstep: Class 4 contains 43681 members 
Mstep: Class 5 contains 20585 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41144 members 
Mstep: Class 8 contains 49081 members 
Mstep: Class 9 contains 56658 members 
Mstep: Class 10 contains 17364 members 
Mstep: Class 11 contains 28192 members 
Mstep: Class 12 contains 59301 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17218 members 
Mstep: Class 15 contains 9500 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 37797 members 
Mstep: Class 18 contains 5808 members 
Mstep: Class 19 contains 5803 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27277 members 
Mstep: Class 22 contains 39906 members 
Mstep: Class 23 contains 28779 members 
Mstep: Class 24 contains 15457 members 
Mstep: Class 25 contains 6902 members 
Mstep: Class 26 contains 41856 members 
Mstep: Class 27 contains 57192 members 
Mstep: Class 28 contains 53073 members 
Mstep: Class 29 contains 4164 members 
Mstep: Class 30 contains 13780 members 
Mstep: Class 31 contains 57437 members 
Mstep: Class 32 contains 19098 members 
Mstep: Class 33 contains 43035 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1757 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45080 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27644 members 
Mstep: Class 41 contains 23552 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27476 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46362 members 
Mstep: Class 47 contains 25164 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19250 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 32026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975552.000000 Penalty: 176129.375000
Iteration 235Q: 52 clusters Score -2.079756e+08 nChanged 4930
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19414 members 
Mstep: Class 2 contains 6549 members 
Mstep: Class 3 contains 34460 members 
Mstep: Class 4 contains 43696 members 
Mstep: Class 5 contains 20523 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41109 members 
Mstep: Class 8 contains 48830 members 
Mstep: Class 9 contains 56632 members 
Mstep: Class 10 contains 17354 members 
Mstep: Class 11 contains 28137 members 
Mstep: Class 12 contains 59274 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17252 members 
Mstep: Class 15 contains 9493 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 38004 members 
Mstep: Class 18 contains 5807 members 
Mstep: Class 19 contains 5805 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27312 members 
Mstep: Class 22 contains 40035 members 
Mstep: Class 23 contains 28756 members 
Mstep: Class 24 contains 15281 members 
Mstep: Class 25 contains 6901 members 
Mstep: Class 26 contains 41883 members 
Mstep: Class 27 contains 57229 members 
Mstep: Class 28 contains 53024 members 
Mstep: Class 29 contains 4164 members 
Mstep: Class 30 contains 13596 members 
Mstep: Class 31 contains 57436 members 
Mstep: Class 32 contains 19181 members 
Mstep: Class 33 contains 43010 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1757 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45097 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28167 members 
Mstep: Class 41 contains 23556 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27468 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46343 members 
Mstep: Class 47 contains 25140 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19128 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 32108 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975248.000000 Penalty: 176129.375000
Iteration 236Q: 52 clusters Score -2.079752e+08 nChanged 5007
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19400 members 
Mstep: Class 2 contains 6532 members 
Mstep: Class 3 contains 34364 members 
Mstep: Class 4 contains 43726 members 
Mstep: Class 5 contains 20453 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41076 members 
Mstep: Class 8 contains 48614 members 
Mstep: Class 9 contains 56595 members 
Mstep: Class 10 contains 17352 members 
Mstep: Class 11 contains 28102 members 
Mstep: Class 12 contains 59254 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17299 members 
Mstep: Class 15 contains 9486 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 38195 members 
Mstep: Class 18 contains 5806 members 
Mstep: Class 19 contains 5808 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27337 members 
Mstep: Class 22 contains 40139 members 
Mstep: Class 23 contains 28742 members 
Mstep: Class 24 contains 15054 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 41897 members 
Mstep: Class 27 contains 57211 members 
Mstep: Class 28 contains 52981 members 
Mstep: Class 29 contains 4164 members 
Mstep: Class 30 contains 13439 members 
Mstep: Class 31 contains 57480 members 
Mstep: Class 32 contains 19266 members 
Mstep: Class 33 contains 42990 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45136 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28695 members 
Mstep: Class 41 contains 23557 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27467 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46329 members 
Mstep: Class 47 contains 25105 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18952 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 32255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974864.000000 Penalty: 176129.375000
Iteration 237Q: 52 clusters Score -2.079749e+08 nChanged 4910
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 6517 members 
Mstep: Class 3 contains 34269 members 
Mstep: Class 4 contains 43758 members 
Mstep: Class 5 contains 20397 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41064 members 
Mstep: Class 8 contains 48400 members 
Mstep: Class 9 contains 56576 members 
Mstep: Class 10 contains 17347 members 
Mstep: Class 11 contains 28045 members 
Mstep: Class 12 contains 59237 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17356 members 
Mstep: Class 15 contains 9480 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 38370 members 
Mstep: Class 18 contains 5808 members 
Mstep: Class 19 contains 5811 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27365 members 
Mstep: Class 22 contains 40266 members 
Mstep: Class 23 contains 28740 members 
Mstep: Class 24 contains 14834 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 41895 members 
Mstep: Class 27 contains 57164 members 
Mstep: Class 28 contains 52934 members 
Mstep: Class 29 contains 4164 members 
Mstep: Class 30 contains 13323 members 
Mstep: Class 31 contains 57532 members 
Mstep: Class 32 contains 19315 members 
Mstep: Class 33 contains 42963 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1755 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45166 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29168 members 
Mstep: Class 41 contains 23559 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27469 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46312 members 
Mstep: Class 47 contains 25119 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18744 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 32395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975184.000000 Penalty: 176129.375000
Iteration 238Q: 52 clusters Score -2.079752e+08 nChanged 4737
Entering ConstructFrom: 
Score: -207975184.000000 Penalty: 176129.375000
Entering ConstructFrom: 
Trying to split cluster 1 (19387 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19387 members 
Entering Unmasked Estep 
Score: -3634995.750000 Penalty: 2448.344971
	Iteration 0F: 2 clusters Score -3634996 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9656 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -3621250.250000 Penalty: 4896.689941
	Iteration 0F: 3 clusters Score -3621250 nChanged 8597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9561 members 
Mstep: Class 2 contains 9826 members 
Entering Unmasked Estep 
Score: -3625749.000000 Penalty: 4896.689941
	Iteration 1F: 3 clusters Score -3625749 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 9947 members 
Entering Unmasked Estep 
Score: -3626153.750000 Penalty: 4896.689941
	Iteration 2F: 3 clusters Score -3626154 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9255 members 
Mstep: Class 2 contains 10132 members 
Entering Unmasked Estep 
Score: -3626599.250000 Penalty: 4896.689941
	Iteration 3Q: 3 clusters Score -3626599 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 10433 members 
Entering Unmasked Estep 
Score: -3627053.000000 Penalty: 4896.689941
	Iteration 4Q: 3 clusters Score -3627053 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8510 members 
Mstep: Class 2 contains 10877 members 
Entering Unmasked Estep 
Score: -3627530.000000 Penalty: 4896.689941
	Iteration 5F: 3 clusters Score -3627530 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7999 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -3628025.500000 Penalty: 4896.689941
	Iteration 6F: 3 clusters Score -3628026 nChanged 981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 12015 members 
Entering Unmasked Estep 
Score: -3628572.500000 Penalty: 4896.689941
	Iteration 7F: 3 clusters Score -3628572 nChanged 955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 12728 members 
Entering Unmasked Estep 
Score: -3629136.750000 Penalty: 4896.689941
	Iteration 8Q: 3 clusters Score -3629137 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5909 members 
Mstep: Class 2 contains 13478 members 
Entering Unmasked Estep 
Score: -3629692.250000 Penalty: 4896.689941
	Iteration 9Q: 3 clusters Score -3629692 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 14171 members 
Entering Unmasked Estep 
Score: -3630201.500000 Penalty: 4896.689941
	Iteration 10Q: 3 clusters Score -3630202 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 14811 members 
Entering Unmasked Estep 
Score: -3630661.250000 Penalty: 4896.689941
	Iteration 11Q: 3 clusters Score -3630661 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3961 members 
Mstep: Class 2 contains 15426 members 
Entering Unmasked Estep 
Score: -3631156.000000 Penalty: 4896.689941
	Iteration 12Q: 3 clusters Score -3631156 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3631646.750000 Penalty: 4896.689941
	Iteration 13Q: 3 clusters Score -3631647 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2995 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -3632116.500000 Penalty: 4896.689941
	Iteration 14Q: 3 clusters Score -3632116 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 16716 members 
Entering Unmasked Estep 
Score: -3632434.250000 Penalty: 4896.689941
	Iteration 15Q: 3 clusters Score -3632434 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2446 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -3632620.500000 Penalty: 4896.689941
	Iteration 16Q: 3 clusters Score -3632620 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -3632727.500000 Penalty: 4896.689941
	Iteration 17Q: 3 clusters Score -3632728 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 17250 members 
Entering Unmasked Estep 
Score: -3632801.750000 Penalty: 4896.689941
	Iteration 18Q: 3 clusters Score -3632802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3632858.500000 Penalty: 4896.689941
	Iteration 19Q: 3 clusters Score -3632858 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 17471 members 
Entering Unmasked Estep 
Score: -3632896.000000 Penalty: 4896.689941
	Iteration 20F: 3 clusters Score -3632896 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1855 members 
Mstep: Class 2 contains 17532 members 
Entering Unmasked Estep 
Score: -3632929.000000 Penalty: 4896.689941
	Iteration 21Q: 3 clusters Score -3632929 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 17587 members 
Entering Unmasked Estep 
Score: -3632951.750000 Penalty: 4896.689941
	Iteration 22Q: 3 clusters Score -3632952 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1762 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -3632969.000000 Penalty: 4896.689941
	Iteration 23Q: 3 clusters Score -3632969 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 17670 members 
Entering Unmasked Estep 
Score: -3632994.250000 Penalty: 4896.689941
	Iteration 24Q: 3 clusters Score -3632994 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -3633000.500000 Penalty: 4896.689941
	Iteration 25Q: 3 clusters Score -3633000 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 17769 members 
Entering Unmasked Estep 
Score: -3633013.250000 Penalty: 4896.689941
	Iteration 26Q: 3 clusters Score -3633013 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1585 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -3633034.250000 Penalty: 4896.689941
	Iteration 27Q: 3 clusters Score -3633034 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1553 members 
Mstep: Class 2 contains 17834 members 
Entering Unmasked Estep 
Score: -3633055.750000 Penalty: 4896.689941
	Iteration 28Q: 3 clusters Score -3633056 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 17862 members 
Entering Unmasked Estep 
Score: -3633071.250000 Penalty: 4896.689941
	Iteration 29Q: 3 clusters Score -3633071 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1503 members 
Mstep: Class 2 contains 17884 members 
Entering Unmasked Estep 
Score: -3633073.500000 Penalty: 4896.689941
	Iteration 30Q: 3 clusters Score -3633074 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 17906 members 
Entering Unmasked Estep 
Score: -3633083.250000 Penalty: 4896.689941
	Iteration 31Q: 3 clusters Score -3633083 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1462 members 
Mstep: Class 2 contains 17925 members 
Entering Unmasked Estep 
Score: -3633092.000000 Penalty: 4896.689941
	Iteration 32Q: 3 clusters Score -3633092 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 17938 members 
Entering Unmasked Estep 
Score: -3633090.000000 Penalty: 4896.689941
	Iteration 33Q: 3 clusters Score -3633090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1442 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -3633093.750000 Penalty: 4896.689941
	Iteration 34Q: 3 clusters Score -3633094 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1435 members 
Mstep: Class 2 contains 17952 members 
Entering Unmasked Estep 
Score: -3633097.000000 Penalty: 4896.689941
	Iteration 35Q: 3 clusters Score -3633097 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 17956 members 
Entering Unmasked Estep 
Score: -3633097.750000 Penalty: 4896.689941
	Iteration 36Q: 3 clusters Score -3633098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 17959 members 
Entering Unmasked Estep 
Score: -3633097.750000 Penalty: 4896.689941
	Iteration 37Q: 3 clusters Score -3633098 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -3633103.000000 Penalty: 4896.689941
	Iteration 38Q: 3 clusters Score -3633103 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1422 members 
Mstep: Class 2 contains 17965 members 
Entering Unmasked Estep 
Score: -3633104.500000 Penalty: 4896.689941
	Iteration 39Q: 3 clusters Score -3633104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -3633101.750000 Penalty: 4896.689941
	Iteration 40F: 3 clusters Score -3633102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -3633104.250000 Penalty: 4896.689941
	Iteration 41Q: 3 clusters Score -3633104 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -3633104.250000 Penalty: 4896.689941
	Iteration 42Q: 3 clusters Score -3633104 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 17986 members 
Entering Unmasked Estep 
Score: -3633105.000000 Penalty: 4896.689941
	Iteration 43Q: 3 clusters Score -3633105 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1399 members 
Mstep: Class 2 contains 17988 members 
Entering Unmasked Estep 
Score: -3633108.250000 Penalty: 4896.689941
	Iteration 44Q: 3 clusters Score -3633108 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 17990 members 
Entering Unmasked Estep 
Score: -3633110.000000 Penalty: 4896.689941
	Iteration 45Q: 3 clusters Score -3633110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -3633109.500000 Penalty: 4896.689941
	Iteration 46Q: 3 clusters Score -3633110 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3633109.500000 Penalty: 4896.689941
	Iteration 47Q: 3 clusters Score -3633110 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 17992 members 
Entering Unmasked Estep 
Score: -3633109.500000 Penalty: 4896.689941
	Iteration 48F: 3 clusters Score -3633110 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (6493 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6493 members 
Entering Unmasked Estep 
Score: -1229136.750000 Penalty: 2177.062988
	Iteration 0F: 2 clusters Score -1229137 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3237 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -1223703.000000 Penalty: 4354.125977
	Iteration 0F: 3 clusters Score -1223703 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1225087.625000 Penalty: 4354.125977
	Iteration 1F: 3 clusters Score -1225088 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3212 members 
Mstep: Class 2 contains 3281 members 
Entering Unmasked Estep 
Score: -1225334.250000 Penalty: 4354.125977
	Iteration 2F: 3 clusters Score -1225334 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -1225489.000000 Penalty: 4354.125977
	Iteration 3Q: 3 clusters Score -1225489 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3296 members 
Entering Unmasked Estep 
Score: -1225619.250000 Penalty: 4354.125977
	Iteration 4Q: 3 clusters Score -1225619 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -1225731.875000 Penalty: 4354.125977
	Iteration 5Q: 3 clusters Score -1225732 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 3358 members 
Entering Unmasked Estep 
Score: -1225821.125000 Penalty: 4354.125977
	Iteration 6Q: 3 clusters Score -1225821 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3086 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1225886.875000 Penalty: 4354.125977
	Iteration 7Q: 3 clusters Score -1225887 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3027 members 
Mstep: Class 2 contains 3466 members 
Entering Unmasked Estep 
Score: -1225949.125000 Penalty: 4354.125977
	Iteration 8Q: 3 clusters Score -1225949 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2972 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -1226011.375000 Penalty: 4354.125977
	Iteration 9Q: 3 clusters Score -1226011 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2900 members 
Mstep: Class 2 contains 3593 members 
Entering Unmasked Estep 
Score: -1226066.125000 Penalty: 4354.125977
	Iteration 10Q: 3 clusters Score -1226066 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2825 members 
Mstep: Class 2 contains 3668 members 
Entering Unmasked Estep 
Score: -1226119.500000 Penalty: 4354.125977
	Iteration 11Q: 3 clusters Score -1226120 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2754 members 
Mstep: Class 2 contains 3739 members 
Entering Unmasked Estep 
Score: -1226172.625000 Penalty: 4354.125977
	Iteration 12Q: 3 clusters Score -1226173 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 3820 members 
Entering Unmasked Estep 
Score: -1226240.750000 Penalty: 4354.125977
	Iteration 13Q: 3 clusters Score -1226241 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 3899 members 
Entering Unmasked Estep 
Score: -1226299.000000 Penalty: 4354.125977
	Iteration 14Q: 3 clusters Score -1226299 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 3987 members 
Entering Unmasked Estep 
Score: -1226363.375000 Penalty: 4354.125977
	Iteration 15Q: 3 clusters Score -1226363 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4076 members 
Entering Unmasked Estep 
Score: -1226424.500000 Penalty: 4354.125977
	Iteration 16Q: 3 clusters Score -1226424 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -1226493.000000 Penalty: 4354.125977
	Iteration 17Q: 3 clusters Score -1226493 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1226553.750000 Penalty: 4354.125977
	Iteration 18Q: 3 clusters Score -1226554 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2162 members 
Mstep: Class 2 contains 4331 members 
Entering Unmasked Estep 
Score: -1226598.625000 Penalty: 4354.125977
	Iteration 19Q: 3 clusters Score -1226599 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 4407 members 
Entering Unmasked Estep 
Score: -1226641.625000 Penalty: 4354.125977
	Iteration 20F: 3 clusters Score -1226642 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1226675.000000 Penalty: 4354.125977
	Iteration 21Q: 3 clusters Score -1226675 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 4523 members 
Entering Unmasked Estep 
Score: -1226701.250000 Penalty: 4354.125977
	Iteration 22Q: 3 clusters Score -1226701 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1913 members 
Mstep: Class 2 contains 4580 members 
Entering Unmasked Estep 
Score: -1226730.750000 Penalty: 4354.125977
	Iteration 23Q: 3 clusters Score -1226731 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 4632 members 
Entering Unmasked Estep 
Score: -1226752.875000 Penalty: 4354.125977
	Iteration 24Q: 3 clusters Score -1226753 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 4685 members 
Entering Unmasked Estep 
Score: -1226777.375000 Penalty: 4354.125977
	Iteration 25Q: 3 clusters Score -1226777 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1758 members 
Mstep: Class 2 contains 4735 members 
Entering Unmasked Estep 
Score: -1226805.000000 Penalty: 4354.125977
	Iteration 26Q: 3 clusters Score -1226805 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1713 members 
Mstep: Class 2 contains 4780 members 
Entering Unmasked Estep 
Score: -1226824.875000 Penalty: 4354.125977
	Iteration 27Q: 3 clusters Score -1226825 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -1226847.500000 Penalty: 4354.125977
	Iteration 28Q: 3 clusters Score -1226848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 4873 members 
Entering Unmasked Estep 
Score: -1226871.375000 Penalty: 4354.125977
	Iteration 29Q: 3 clusters Score -1226871 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 4914 members 
Entering Unmasked Estep 
Score: -1226890.000000 Penalty: 4354.125977
	Iteration 30Q: 3 clusters Score -1226890 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -1226902.500000 Penalty: 4354.125977
	Iteration 31Q: 3 clusters Score -1226902 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -1226909.125000 Penalty: 4354.125977
	Iteration 32Q: 3 clusters Score -1226909 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 4988 members 
Entering Unmasked Estep 
Score: -1226921.000000 Penalty: 4354.125977
	Iteration 33Q: 3 clusters Score -1226921 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 5003 members 
Entering Unmasked Estep 
Score: -1226928.750000 Penalty: 4354.125977
	Iteration 34Q: 3 clusters Score -1226929 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 5026 members 
Entering Unmasked Estep 
Score: -1226936.625000 Penalty: 4354.125977
	Iteration 35Q: 3 clusters Score -1226937 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 5048 members 
Entering Unmasked Estep 
Score: -1226943.500000 Penalty: 4354.125977
	Iteration 36Q: 3 clusters Score -1226944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1430 members 
Mstep: Class 2 contains 5063 members 
Entering Unmasked Estep 
Score: -1226948.500000 Penalty: 4354.125977
	Iteration 37Q: 3 clusters Score -1226948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 5070 members 
Entering Unmasked Estep 
Score: -1226954.125000 Penalty: 4354.125977
	Iteration 38Q: 3 clusters Score -1226954 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1417 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -1226954.625000 Penalty: 4354.125977
	Iteration 39Q: 3 clusters Score -1226955 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 5083 members 
Entering Unmasked Estep 
Score: -1226955.250000 Penalty: 4354.125977
	Iteration 40F: 3 clusters Score -1226955 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 5089 members 
Entering Unmasked Estep 
Score: -1226957.125000 Penalty: 4354.125977
	Iteration 41Q: 3 clusters Score -1226957 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 5093 members 
Entering Unmasked Estep 
Score: -1226960.000000 Penalty: 4354.125977
	Iteration 42Q: 3 clusters Score -1226960 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1398 members 
Mstep: Class 2 contains 5095 members 
Entering Unmasked Estep 
Score: -1226960.000000 Penalty: 4354.125977
	Iteration 43Q: 3 clusters Score -1226960 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -1226961.500000 Penalty: 4354.125977
	Iteration 44Q: 3 clusters Score -1226962 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -1226962.375000 Penalty: 4354.125977
	Iteration 45Q: 3 clusters Score -1226962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 5117 members 
Entering Unmasked Estep 
Score: -1226962.750000 Penalty: 4354.125977
	Iteration 46Q: 3 clusters Score -1226963 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -1226965.375000 Penalty: 4354.125977
	Iteration 47Q: 3 clusters Score -1226965 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1356 members 
Mstep: Class 2 contains 5137 members 
Entering Unmasked Estep 
Score: -1226972.625000 Penalty: 4354.125977
	Iteration 48Q: 3 clusters Score -1226973 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -1226975.500000 Penalty: 4354.125977
	Iteration 49Q: 3 clusters Score -1226976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 5154 members 
Entering Unmasked Estep 
Score: -1226978.125000 Penalty: 4354.125977
	Iteration 50Q: 3 clusters Score -1226978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 5163 members 
Entering Unmasked Estep 
Score: -1226981.375000 Penalty: 4354.125977
	Iteration 51Q: 3 clusters Score -1226981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1226983.500000 Penalty: 4354.125977
	Iteration 52Q: 3 clusters Score -1226984 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1305 members 
Mstep: Class 2 contains 5188 members 
Entering Unmasked Estep 
Score: -1226990.625000 Penalty: 4354.125977
	Iteration 53Q: 3 clusters Score -1226991 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -1226996.250000 Penalty: 4354.125977
	Iteration 54Q: 3 clusters Score -1226996 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 5221 members 
Entering Unmasked Estep 
Score: -1226999.750000 Penalty: 4354.125977
	Iteration 55Q: 3 clusters Score -1227000 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 5240 members 
Entering Unmasked Estep 
Score: -1227010.500000 Penalty: 4354.125977
	Iteration 56Q: 3 clusters Score -1227010 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 5260 members 
Entering Unmasked Estep 
Score: -1227020.625000 Penalty: 4354.125977
	Iteration 57Q: 3 clusters Score -1227021 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 5277 members 
Entering Unmasked Estep 
Score: -1227027.625000 Penalty: 4354.125977
	Iteration 58Q: 3 clusters Score -1227028 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 5289 members 
Entering Unmasked Estep 
Score: -1227033.500000 Penalty: 4354.125977
	Iteration 59Q: 3 clusters Score -1227034 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1227040.625000 Penalty: 4354.125977
	Iteration 60F: 3 clusters Score -1227041 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5320 members 
Entering Unmasked Estep 
Score: -1227049.875000 Penalty: 4354.125977
	Iteration 61Q: 3 clusters Score -1227050 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 5335 members 
Entering Unmasked Estep 
Score: -1227054.625000 Penalty: 4354.125977
	Iteration 62Q: 3 clusters Score -1227055 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 5349 members 
Entering Unmasked Estep 
Score: -1227062.875000 Penalty: 4354.125977
	Iteration 63Q: 3 clusters Score -1227063 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -1227065.250000 Penalty: 4354.125977
	Iteration 64Q: 3 clusters Score -1227065 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5380 members 
Entering Unmasked Estep 
Score: -1227078.875000 Penalty: 4354.125977
	Iteration 65Q: 3 clusters Score -1227079 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1227085.625000 Penalty: 4354.125977
	Iteration 66Q: 3 clusters Score -1227086 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1227091.625000 Penalty: 4354.125977
	Iteration 67Q: 3 clusters Score -1227092 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1227095.500000 Penalty: 4354.125977
	Iteration 68Q: 3 clusters Score -1227096 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -1227097.750000 Penalty: 4354.125977
	Iteration 69Q: 3 clusters Score -1227098 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -1227099.750000 Penalty: 4354.125977
	Iteration 70Q: 3 clusters Score -1227100 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 5435 members 
Entering Unmasked Estep 
Score: -1227102.375000 Penalty: 4354.125977
	Iteration 71Q: 3 clusters Score -1227102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -1227106.250000 Penalty: 4354.125977
	Iteration 72Q: 3 clusters Score -1227106 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1047 members 
Mstep: Class 2 contains 5446 members 
Entering Unmasked Estep 
Score: -1227108.000000 Penalty: 4354.125977
	Iteration 73Q: 3 clusters Score -1227108 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 5449 members 
Entering Unmasked Estep 
Score: -1227112.375000 Penalty: 4354.125977
	Iteration 74Q: 3 clusters Score -1227112 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1227113.625000 Penalty: 4354.125977
	Iteration 75Q: 3 clusters Score -1227114 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1227118.500000 Penalty: 4354.125977
	Iteration 76Q: 3 clusters Score -1227118 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 5471 members 
Entering Unmasked Estep 
Score: -1227121.250000 Penalty: 4354.125977
	Iteration 77Q: 3 clusters Score -1227121 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1227122.125000 Penalty: 4354.125977
	Iteration 78Q: 3 clusters Score -1227122 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 5477 members 
Entering Unmasked Estep 
Score: -1227123.000000 Penalty: 4354.125977
	Iteration 79Q: 3 clusters Score -1227123 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 5479 members 
Entering Unmasked Estep 
Score: -1227123.500000 Penalty: 4354.125977
	Iteration 80F: 3 clusters Score -1227124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -1227122.750000 Penalty: 4354.125977
	Iteration 81Q: 3 clusters Score -1227123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 5482 members 
Entering Unmasked Estep 
Score: -1227123.625000 Penalty: 4354.125977
	Iteration 82Q: 3 clusters Score -1227124 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1008 members 
Mstep: Class 2 contains 5485 members 
Entering Unmasked Estep 
Score: -1227124.125000 Penalty: 4354.125977
	Iteration 83Q: 3 clusters Score -1227124 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 5487 members 
Entering Unmasked Estep 
Score: -1227125.875000 Penalty: 4354.125977
	Iteration 84Q: 3 clusters Score -1227126 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 5490 members 
Entering Unmasked Estep 
Score: -1227128.375000 Penalty: 4354.125977
	Iteration 85Q: 3 clusters Score -1227128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 5493 members 
Entering Unmasked Estep 
Score: -1227129.125000 Penalty: 4354.125977
	Iteration 86Q: 3 clusters Score -1227129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 5496 members 
Entering Unmasked Estep 
Score: -1227128.750000 Penalty: 4354.125977
	Iteration 87Q: 3 clusters Score -1227129 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -1227131.875000 Penalty: 4354.125977
	Iteration 88Q: 3 clusters Score -1227132 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 5503 members 
Entering Unmasked Estep 
Score: -1227133.125000 Penalty: 4354.125977
	Iteration 89Q: 3 clusters Score -1227133 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 984 members 
Mstep: Class 2 contains 5509 members 
Entering Unmasked Estep 
Score: -1227136.375000 Penalty: 4354.125977
	Iteration 90Q: 3 clusters Score -1227136 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 978 members 
Mstep: Class 2 contains 5515 members 
Entering Unmasked Estep 
Score: -1227139.750000 Penalty: 4354.125977
	Iteration 91Q: 3 clusters Score -1227140 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1227140.000000 Penalty: 4354.125977
	Iteration 92Q: 3 clusters Score -1227140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1227139.750000 Penalty: 4354.125977
	Iteration 93Q: 3 clusters Score -1227140 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1227139.125000 Penalty: 4354.125977
	Iteration 94Q: 3 clusters Score -1227139 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -1227139.125000 Penalty: 4354.125977
	Iteration 95F: 3 clusters Score -1227139 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (34207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34207 members 
Entering Unmasked Estep 
Score: -6486117.000000 Penalty: 2589.166016
	Iteration 0F: 2 clusters Score -6486117 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17126 members 
Mstep: Class 2 contains 17081 members 
Entering Unmasked Estep 
Score: -6463705.500000 Penalty: 5178.332031
	Iteration 0F: 3 clusters Score -6463706 nChanged 15475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17151 members 
Mstep: Class 2 contains 17056 members 
Entering Unmasked Estep 
Score: -6472034.000000 Penalty: 5178.332031
	Iteration 1F: 3 clusters Score -6472034 nChanged 1588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17241 members 
Mstep: Class 2 contains 16966 members 
Entering Unmasked Estep 
Score: -6472498.500000 Penalty: 5178.332031
	Iteration 2Q: 3 clusters Score -6472498 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17271 members 
Mstep: Class 2 contains 16936 members 
Entering Unmasked Estep 
Score: -6472873.500000 Penalty: 5178.332031
	Iteration 3Q: 3 clusters Score -6472874 nChanged 1200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17305 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -6473196.000000 Penalty: 5178.332031
	Iteration 4Q: 3 clusters Score -6473196 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
Score: -6473500.500000 Penalty: 5178.332031
	Iteration 5Q: 3 clusters Score -6473500 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17462 members 
Mstep: Class 2 contains 16745 members 
Entering Unmasked Estep 
Score: -6473766.000000 Penalty: 5178.332031
	Iteration 6Q: 3 clusters Score -6473766 nChanged 1057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17615 members 
Mstep: Class 2 contains 16592 members 
Entering Unmasked Estep 
Score: -6474078.000000 Penalty: 5178.332031
	Iteration 7Q: 3 clusters Score -6474078 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 16392 members 
Entering Unmasked Estep 
Score: -6474411.000000 Penalty: 5178.332031
	Iteration 8Q: 3 clusters Score -6474411 nChanged 1158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 16106 members 
Entering Unmasked Estep 
Score: -6474811.500000 Penalty: 5178.332031
	Iteration 9Q: 3 clusters Score -6474812 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18509 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -6475250.500000 Penalty: 5178.332031
	Iteration 10Q: 3 clusters Score -6475250 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19013 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -6475793.500000 Penalty: 5178.332031
	Iteration 11Q: 3 clusters Score -6475794 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19630 members 
Mstep: Class 2 contains 14577 members 
Entering Unmasked Estep 
Score: -6476554.000000 Penalty: 5178.332031
	Iteration 12Q: 3 clusters Score -6476554 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 13845 members 
Entering Unmasked Estep 
Score: -6477476.000000 Penalty: 5178.332031
	Iteration 13Q: 3 clusters Score -6477476 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21176 members 
Mstep: Class 2 contains 13031 members 
Entering Unmasked Estep 
Score: -6478673.000000 Penalty: 5178.332031
	Iteration 14F: 3 clusters Score -6478673 nChanged 1683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21905 members 
Mstep: Class 2 contains 12302 members 
Entering Unmasked Estep 
Score: -6479761.000000 Penalty: 5178.332031
	Iteration 15Q: 3 clusters Score -6479761 nChanged 1535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 11685 members 
Entering Unmasked Estep 
Score: -6480646.000000 Penalty: 5178.332031
	Iteration 16Q: 3 clusters Score -6480646 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22987 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -6481220.000000 Penalty: 5178.332031
	Iteration 17Q: 3 clusters Score -6481220 nChanged 812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23329 members 
Mstep: Class 2 contains 10878 members 
Entering Unmasked Estep 
Score: -6481484.500000 Penalty: 5178.332031
	Iteration 18Q: 3 clusters Score -6481484 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -6481641.000000 Penalty: 5178.332031
	Iteration 19Q: 3 clusters Score -6481641 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -6481745.000000 Penalty: 5178.332031
	Iteration 20F: 3 clusters Score -6481745 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24216 members 
Mstep: Class 2 contains 9991 members 
Entering Unmasked Estep 
Score: -6481872.000000 Penalty: 5178.332031
	Iteration 21Q: 3 clusters Score -6481872 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24523 members 
Mstep: Class 2 contains 9684 members 
Entering Unmasked Estep 
Score: -6481997.500000 Penalty: 5178.332031
	Iteration 22Q: 3 clusters Score -6481998 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24801 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -6482112.500000 Penalty: 5178.332031
	Iteration 23Q: 3 clusters Score -6482112 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25090 members 
Mstep: Class 2 contains 9117 members 
Entering Unmasked Estep 
Score: -6482232.000000 Penalty: 5178.332031
	Iteration 24Q: 3 clusters Score -6482232 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25374 members 
Mstep: Class 2 contains 8833 members 
Entering Unmasked Estep 
Score: -6482367.000000 Penalty: 5178.332031
	Iteration 25Q: 3 clusters Score -6482367 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25669 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -6482471.500000 Penalty: 5178.332031
	Iteration 26Q: 3 clusters Score -6482472 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25961 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -6482591.000000 Penalty: 5178.332031
	Iteration 27Q: 3 clusters Score -6482591 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26262 members 
Mstep: Class 2 contains 7945 members 
Entering Unmasked Estep 
Score: -6482704.000000 Penalty: 5178.332031
	Iteration 28Q: 3 clusters Score -6482704 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26594 members 
Mstep: Class 2 contains 7613 members 
Entering Unmasked Estep 
Score: -6482827.500000 Penalty: 5178.332031
	Iteration 29Q: 3 clusters Score -6482828 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26983 members 
Mstep: Class 2 contains 7224 members 
Entering Unmasked Estep 
Score: -6482971.000000 Penalty: 5178.332031
	Iteration 30Q: 3 clusters Score -6482971 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27422 members 
Mstep: Class 2 contains 6785 members 
Entering Unmasked Estep 
Score: -6483092.000000 Penalty: 5178.332031
	Iteration 31Q: 3 clusters Score -6483092 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27919 members 
Mstep: Class 2 contains 6288 members 
Entering Unmasked Estep 
Score: -6483267.000000 Penalty: 5178.332031
	Iteration 32Q: 3 clusters Score -6483267 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28453 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -6483401.500000 Penalty: 5178.332031
	Iteration 33Q: 3 clusters Score -6483402 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28961 members 
Mstep: Class 2 contains 5246 members 
Entering Unmasked Estep 
Score: -6483506.000000 Penalty: 5178.332031
	Iteration 34Q: 3 clusters Score -6483506 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29485 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -6483629.000000 Penalty: 5178.332031
	Iteration 35Q: 3 clusters Score -6483629 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30039 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -6483774.000000 Penalty: 5178.332031
	Iteration 36Q: 3 clusters Score -6483774 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30537 members 
Mstep: Class 2 contains 3670 members 
Entering Unmasked Estep 
Score: -6483849.500000 Penalty: 5178.332031
	Iteration 37Q: 3 clusters Score -6483850 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30988 members 
Mstep: Class 2 contains 3219 members 
Entering Unmasked Estep 
Score: -6483932.000000 Penalty: 5178.332031
	Iteration 38Q: 3 clusters Score -6483932 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31392 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -6483980.500000 Penalty: 5178.332031
	Iteration 39Q: 3 clusters Score -6483980 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31736 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -6484010.500000 Penalty: 5178.332031
	Iteration 40F: 3 clusters Score -6484010 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32082 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -6484032.500000 Penalty: 5178.332031
	Iteration 41Q: 3 clusters Score -6484032 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32371 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -6484066.000000 Penalty: 5178.332031
	Iteration 42Q: 3 clusters Score -6484066 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32614 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -6484083.500000 Penalty: 5178.332031
	Iteration 43Q: 3 clusters Score -6484084 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32830 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -6484096.000000 Penalty: 5178.332031
	Iteration 44Q: 3 clusters Score -6484096 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33002 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -6484124.000000 Penalty: 5178.332031
	Iteration 45Q: 3 clusters Score -6484124 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33132 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -6484137.000000 Penalty: 5178.332031
	Iteration 46Q: 3 clusters Score -6484137 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33238 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -6484138.500000 Penalty: 5178.332031
	Iteration 47Q: 3 clusters Score -6484138 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33317 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -6484142.000000 Penalty: 5178.332031
	Iteration 48Q: 3 clusters Score -6484142 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33377 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -6484126.000000 Penalty: 5178.332031
	Iteration 49Q: 3 clusters Score -6484126 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33429 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -6484127.000000 Penalty: 5178.332031
	Iteration 50Q: 3 clusters Score -6484127 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33474 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -6484126.000000 Penalty: 5178.332031
	Iteration 51Q: 3 clusters Score -6484126 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33512 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -6484118.500000 Penalty: 5178.332031
	Iteration 52Q: 3 clusters Score -6484118 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33543 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6484123.000000 Penalty: 5178.332031
	Iteration 53Q: 3 clusters Score -6484123 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33567 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -6484128.000000 Penalty: 5178.332031
	Iteration 54Q: 3 clusters Score -6484128 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33591 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -6484133.500000 Penalty: 5178.332031
	Iteration 55Q: 3 clusters Score -6484134 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33615 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -6484143.500000 Penalty: 5178.332031
	Iteration 56Q: 3 clusters Score -6484144 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33638 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6484147.000000 Penalty: 5178.332031
	Iteration 57Q: 3 clusters Score -6484147 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33659 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6484147.000000 Penalty: 5178.332031
	Iteration 58Q: 3 clusters Score -6484147 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33679 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -6484148.000000 Penalty: 5178.332031
	Iteration 59Q: 3 clusters Score -6484148 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33698 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -6484170.500000 Penalty: 5178.332031
	Iteration 60F: 3 clusters Score -6484170 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33719 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -6484163.000000 Penalty: 5178.332031
	Iteration 61Q: 3 clusters Score -6484163 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33729 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6484167.500000 Penalty: 5178.332031
	Iteration 62Q: 3 clusters Score -6484168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33734 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -6484168.000000 Penalty: 5178.332031
	Iteration 63Q: 3 clusters Score -6484168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6484172.500000 Penalty: 5178.332031
	Iteration 64Q: 3 clusters Score -6484172 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33737 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -6484172.500000 Penalty: 5178.332031
	Iteration 65F: 3 clusters Score -6484172 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (43769 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43769 members 
Entering Unmasked Estep 
Score: -8413730.000000 Penalty: 2650.296875
	Iteration 0F: 2 clusters Score -8413730 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21772 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -8387120.500000 Penalty: 5300.593750
	Iteration 0F: 3 clusters Score -8387120 nChanged 20195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21135 members 
Mstep: Class 2 contains 22634 members 
Entering Unmasked Estep 
Score: -8398333.000000 Penalty: 5300.593750
	Iteration 1F: 3 clusters Score -8398333 nChanged 2012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20663 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -8398955.000000 Penalty: 5300.593750
	Iteration 2Q: 3 clusters Score -8398955 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 23770 members 
Entering Unmasked Estep 
Score: -8399564.000000 Penalty: 5300.593750
	Iteration 3Q: 3 clusters Score -8399564 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 24625 members 
Entering Unmasked Estep 
Score: -8400244.000000 Penalty: 5300.593750
	Iteration 4Q: 3 clusters Score -8400244 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17987 members 
Mstep: Class 2 contains 25782 members 
Entering Unmasked Estep 
Score: -8401121.000000 Penalty: 5300.593750
	Iteration 5Q: 3 clusters Score -8401121 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 27206 members 
Entering Unmasked Estep 
Score: -8402262.000000 Penalty: 5300.593750
	Iteration 6Q: 3 clusters Score -8402262 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14973 members 
Mstep: Class 2 contains 28796 members 
Entering Unmasked Estep 
Score: -8403644.000000 Penalty: 5300.593750
	Iteration 7F: 3 clusters Score -8403644 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13359 members 
Mstep: Class 2 contains 30410 members 
Entering Unmasked Estep 
Score: -8405228.000000 Penalty: 5300.593750
	Iteration 8F: 3 clusters Score -8405228 nChanged 2216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12093 members 
Mstep: Class 2 contains 31676 members 
Entering Unmasked Estep 
Score: -8406810.000000 Penalty: 5300.593750
	Iteration 9F: 3 clusters Score -8406810 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11234 members 
Mstep: Class 2 contains 32535 members 
Entering Unmasked Estep 
Score: -8408016.000000 Penalty: 5300.593750
	Iteration 10Q: 3 clusters Score -8408016 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -8408889.000000 Penalty: 5300.593750
	Iteration 11Q: 3 clusters Score -8408889 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10448 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -8409330.000000 Penalty: 5300.593750
	Iteration 12Q: 3 clusters Score -8409330 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10229 members 
Mstep: Class 2 contains 33540 members 
Entering Unmasked Estep 
Score: -8409551.000000 Penalty: 5300.593750
	Iteration 13Q: 3 clusters Score -8409551 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10068 members 
Mstep: Class 2 contains 33701 members 
Entering Unmasked Estep 
Score: -8409683.000000 Penalty: 5300.593750
	Iteration 14Q: 3 clusters Score -8409683 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 33842 members 
Entering Unmasked Estep 
Score: -8409810.000000 Penalty: 5300.593750
	Iteration 15Q: 3 clusters Score -8409810 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9871 members 
Mstep: Class 2 contains 33898 members 
Entering Unmasked Estep 
Score: -8409874.000000 Penalty: 5300.593750
	Iteration 16Q: 3 clusters Score -8409874 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9854 members 
Mstep: Class 2 contains 33915 members 
Entering Unmasked Estep 
Score: -8409974.000000 Penalty: 5300.593750
	Iteration 17Q: 3 clusters Score -8409974 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9851 members 
Mstep: Class 2 contains 33918 members 
Entering Unmasked Estep 
Score: -8410097.000000 Penalty: 5300.593750
	Iteration 18Q: 3 clusters Score -8410097 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9882 members 
Mstep: Class 2 contains 33887 members 
Entering Unmasked Estep 
Score: -8410177.000000 Penalty: 5300.593750
	Iteration 19Q: 3 clusters Score -8410177 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 33835 members 
Entering Unmasked Estep 
Score: -8410255.000000 Penalty: 5300.593750
	Iteration 20F: 3 clusters Score -8410255 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 33784 members 
Entering Unmasked Estep 
Score: -8410300.000000 Penalty: 5300.593750
	Iteration 21Q: 3 clusters Score -8410300 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 33717 members 
Entering Unmasked Estep 
Score: -8410350.000000 Penalty: 5300.593750
	Iteration 22Q: 3 clusters Score -8410350 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10098 members 
Mstep: Class 2 contains 33671 members 
Entering Unmasked Estep 
Score: -8410442.000000 Penalty: 5300.593750
	Iteration 23Q: 3 clusters Score -8410442 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10174 members 
Mstep: Class 2 contains 33595 members 
Entering Unmasked Estep 
Score: -8410490.000000 Penalty: 5300.593750
	Iteration 24Q: 3 clusters Score -8410490 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10245 members 
Mstep: Class 2 contains 33524 members 
Entering Unmasked Estep 
Score: -8410579.000000 Penalty: 5300.593750
	Iteration 25Q: 3 clusters Score -8410579 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10325 members 
Mstep: Class 2 contains 33444 members 
Entering Unmasked Estep 
Score: -8410630.000000 Penalty: 5300.593750
	Iteration 26Q: 3 clusters Score -8410630 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10457 members 
Mstep: Class 2 contains 33312 members 
Entering Unmasked Estep 
Score: -8410651.000000 Penalty: 5300.593750
	Iteration 27Q: 3 clusters Score -8410651 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10616 members 
Mstep: Class 2 contains 33153 members 
Entering Unmasked Estep 
Score: -8410724.000000 Penalty: 5300.593750
	Iteration 28Q: 3 clusters Score -8410724 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10805 members 
Mstep: Class 2 contains 32964 members 
Entering Unmasked Estep 
Score: -8410807.000000 Penalty: 5300.593750
	Iteration 29Q: 3 clusters Score -8410807 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10941 members 
Mstep: Class 2 contains 32828 members 
Entering Unmasked Estep 
Score: -8410822.000000 Penalty: 5300.593750
	Iteration 30Q: 3 clusters Score -8410822 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11116 members 
Mstep: Class 2 contains 32653 members 
Entering Unmasked Estep 
Score: -8410862.000000 Penalty: 5300.593750
	Iteration 31Q: 3 clusters Score -8410862 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11318 members 
Mstep: Class 2 contains 32451 members 
Entering Unmasked Estep 
Score: -8410914.000000 Penalty: 5300.593750
	Iteration 32Q: 3 clusters Score -8410914 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11526 members 
Mstep: Class 2 contains 32243 members 
Entering Unmasked Estep 
Score: -8410960.000000 Penalty: 5300.593750
	Iteration 33Q: 3 clusters Score -8410960 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11698 members 
Mstep: Class 2 contains 32071 members 
Entering Unmasked Estep 
Score: -8411007.000000 Penalty: 5300.593750
	Iteration 34Q: 3 clusters Score -8411007 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11873 members 
Mstep: Class 2 contains 31896 members 
Entering Unmasked Estep 
Score: -8411041.000000 Penalty: 5300.593750
	Iteration 35Q: 3 clusters Score -8411041 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12071 members 
Mstep: Class 2 contains 31698 members 
Entering Unmasked Estep 
Score: -8411122.000000 Penalty: 5300.593750
	Iteration 36Q: 3 clusters Score -8411122 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12260 members 
Mstep: Class 2 contains 31509 members 
Entering Unmasked Estep 
Score: -8411188.000000 Penalty: 5300.593750
	Iteration 37Q: 3 clusters Score -8411188 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 31360 members 
Entering Unmasked Estep 
Score: -8411218.000000 Penalty: 5300.593750
	Iteration 38Q: 3 clusters Score -8411218 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12524 members 
Mstep: Class 2 contains 31245 members 
Entering Unmasked Estep 
Score: -8411259.000000 Penalty: 5300.593750
	Iteration 39Q: 3 clusters Score -8411259 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12639 members 
Mstep: Class 2 contains 31130 members 
Entering Unmasked Estep 
Score: -8411290.000000 Penalty: 5300.593750
	Iteration 40F: 3 clusters Score -8411290 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12744 members 
Mstep: Class 2 contains 31025 members 
Entering Unmasked Estep 
Score: -8411349.000000 Penalty: 5300.593750
	Iteration 41Q: 3 clusters Score -8411349 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12828 members 
Mstep: Class 2 contains 30941 members 
Entering Unmasked Estep 
Score: -8411388.000000 Penalty: 5300.593750
	Iteration 42Q: 3 clusters Score -8411388 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12912 members 
Mstep: Class 2 contains 30857 members 
Entering Unmasked Estep 
Score: -8411390.000000 Penalty: 5300.593750
	Iteration 43Q: 3 clusters Score -8411390 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12979 members 
Mstep: Class 2 contains 30790 members 
Entering Unmasked Estep 
Score: -8411403.000000 Penalty: 5300.593750
	Iteration 44Q: 3 clusters Score -8411403 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -8411423.000000 Penalty: 5300.593750
	Iteration 45Q: 3 clusters Score -8411423 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13094 members 
Mstep: Class 2 contains 30675 members 
Entering Unmasked Estep 
Score: -8411456.000000 Penalty: 5300.593750
	Iteration 46Q: 3 clusters Score -8411456 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -8411439.000000 Penalty: 5300.593750
	Iteration 47Q: 3 clusters Score -8411439 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 30661 members 
Entering Unmasked Estep 
Score: -8411442.000000 Penalty: 5300.593750
	Iteration 48Q: 3 clusters Score -8411442 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13115 members 
Mstep: Class 2 contains 30654 members 
Entering Unmasked Estep 
Score: -8411474.000000 Penalty: 5300.593750
	Iteration 49Q: 3 clusters Score -8411474 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -8411503.000000 Penalty: 5300.593750
	Iteration 50Q: 3 clusters Score -8411503 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13134 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -8411514.000000 Penalty: 5300.593750
	Iteration 51Q: 3 clusters Score -8411514 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13129 members 
Mstep: Class 2 contains 30640 members 
Entering Unmasked Estep 
Score: -8411511.000000 Penalty: 5300.593750
	Iteration 52Q: 3 clusters Score -8411511 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 30646 members 
Entering Unmasked Estep 
Score: -8411532.000000 Penalty: 5300.593750
	Iteration 53Q: 3 clusters Score -8411532 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13132 members 
Mstep: Class 2 contains 30637 members 
Entering Unmasked Estep 
Score: -8411538.000000 Penalty: 5300.593750
	Iteration 54Q: 3 clusters Score -8411538 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13127 members 
Mstep: Class 2 contains 30642 members 
Entering Unmasked Estep 
Score: -8411526.000000 Penalty: 5300.593750
	Iteration 55Q: 3 clusters Score -8411526 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13114 members 
Mstep: Class 2 contains 30655 members 
Entering Unmasked Estep 
Score: -8411532.000000 Penalty: 5300.593750
	Iteration 56Q: 3 clusters Score -8411532 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -8411523.000000 Penalty: 5300.593750
	Iteration 57Q: 3 clusters Score -8411523 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13107 members 
Mstep: Class 2 contains 30662 members 
Entering Unmasked Estep 
Score: -8411532.000000 Penalty: 5300.593750
	Iteration 58Q: 3 clusters Score -8411532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13103 members 
Mstep: Class 2 contains 30666 members 
Entering Unmasked Estep 
Score: -8411537.000000 Penalty: 5300.593750
	Iteration 59Q: 3 clusters Score -8411537 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -8411536.000000 Penalty: 5300.593750
	Iteration 60F: 3 clusters Score -8411536 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -8411547.000000 Penalty: 5300.593750
	Iteration 61Q: 3 clusters Score -8411547 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13100 members 
Mstep: Class 2 contains 30669 members 
Entering Unmasked Estep 
Score: -8411542.000000 Penalty: 5300.593750
	Iteration 62Q: 3 clusters Score -8411542 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13099 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -8411529.000000 Penalty: 5300.593750
	Iteration 63Q: 3 clusters Score -8411529 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 30674 members 
Entering Unmasked Estep 
Score: -8411533.000000 Penalty: 5300.593750
	Iteration 64Q: 3 clusters Score -8411533 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13091 members 
Mstep: Class 2 contains 30678 members 
Entering Unmasked Estep 
Score: -8411536.000000 Penalty: 5300.593750
	Iteration 65Q: 3 clusters Score -8411536 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13079 members 
Mstep: Class 2 contains 30690 members 
Entering Unmasked Estep 
Score: -8411535.000000 Penalty: 5300.593750
	Iteration 66Q: 3 clusters Score -8411535 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13070 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -8411537.000000 Penalty: 5300.593750
	Iteration 67Q: 3 clusters Score -8411537 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -8411541.000000 Penalty: 5300.593750
	Iteration 68Q: 3 clusters Score -8411541 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13057 members 
Mstep: Class 2 contains 30712 members 
Entering Unmasked Estep 
Score: -8411529.000000 Penalty: 5300.593750
	Iteration 69Q: 3 clusters Score -8411529 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -8411529.000000 Penalty: 5300.593750
	Iteration 70Q: 3 clusters Score -8411529 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 30703 members 
Entering Unmasked Estep 
Score: -8411542.000000 Penalty: 5300.593750
	Iteration 71Q: 3 clusters Score -8411542 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -8411545.000000 Penalty: 5300.593750
	Iteration 72Q: 3 clusters Score -8411545 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13061 members 
Mstep: Class 2 contains 30708 members 
Entering Unmasked Estep 
Score: -8411537.000000 Penalty: 5300.593750
	Iteration 73Q: 3 clusters Score -8411537 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13053 members 
Mstep: Class 2 contains 30716 members 
Entering Unmasked Estep 
Score: -8411543.000000 Penalty: 5300.593750
	Iteration 74Q: 3 clusters Score -8411543 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13050 members 
Mstep: Class 2 contains 30719 members 
Entering Unmasked Estep 
Score: -8411547.000000 Penalty: 5300.593750
	Iteration 75Q: 3 clusters Score -8411547 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13051 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -8411552.000000 Penalty: 5300.593750
	Iteration 76Q: 3 clusters Score -8411552 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -8411539.000000 Penalty: 5300.593750
	Iteration 77Q: 3 clusters Score -8411539 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -8411533.000000 Penalty: 5300.593750
	Iteration 78Q: 3 clusters Score -8411533 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -8411535.000000 Penalty: 5300.593750
	Iteration 79Q: 3 clusters Score -8411535 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13054 members 
Mstep: Class 2 contains 30715 members 
Entering Unmasked Estep 
Score: -8411544.000000 Penalty: 5300.593750
	Iteration 80F: 3 clusters Score -8411544 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -8411524.000000 Penalty: 5300.593750
	Iteration 81Q: 3 clusters Score -8411524 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13056 members 
Mstep: Class 2 contains 30713 members 
Entering Unmasked Estep 
Score: -8411531.000000 Penalty: 5300.593750
	Iteration 82Q: 3 clusters Score -8411531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13059 members 
Mstep: Class 2 contains 30710 members 
Entering Unmasked Estep 
Score: -8411534.000000 Penalty: 5300.593750
	Iteration 83Q: 3 clusters Score -8411534 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13062 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -8411531.000000 Penalty: 5300.593750
	Iteration 84Q: 3 clusters Score -8411531 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13065 members 
Mstep: Class 2 contains 30704 members 
Entering Unmasked Estep 
Score: -8411526.000000 Penalty: 5300.593750
	Iteration 85Q: 3 clusters Score -8411526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13064 members 
Mstep: Class 2 contains 30705 members 
Entering Unmasked Estep 
Score: -8411532.000000 Penalty: 5300.593750
	Iteration 86Q: 3 clusters Score -8411532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -8411530.000000 Penalty: 5300.593750
	Iteration 87Q: 3 clusters Score -8411530 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13063 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -8411530.000000 Penalty: 5300.593750
	Iteration 88F: 3 clusters Score -8411530 nChanged 0
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: -3995144.000000 Penalty: 2460.099121
	Iteration 0F: 2 clusters Score -3995144 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10154 members 
Mstep: Class 2 contains 10174 members 
Entering Unmasked Estep 
Score: -3980857.000000 Penalty: 4920.198242
	Iteration 0F: 3 clusters Score -3980857 nChanged 9000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 10176 members 
Entering Unmasked Estep 
Score: -3985755.500000 Penalty: 4920.198242
	Iteration 1F: 3 clusters Score -3985756 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10164 members 
Mstep: Class 2 contains 10164 members 
Entering Unmasked Estep 
Score: -3986116.250000 Penalty: 4920.198242
	Iteration 2F: 3 clusters Score -3986116 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10220 members 
Mstep: Class 2 contains 10108 members 
Entering Unmasked Estep 
Score: -3986320.750000 Penalty: 4920.198242
	Iteration 3Q: 3 clusters Score -3986321 nChanged 626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10302 members 
Mstep: Class 2 contains 10026 members 
Entering Unmasked Estep 
Score: -3986470.250000 Penalty: 4920.198242
	Iteration 4Q: 3 clusters Score -3986470 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10393 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -3986593.250000 Penalty: 4920.198242
	Iteration 5Q: 3 clusters Score -3986593 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 9840 members 
Entering Unmasked Estep 
Score: -3986703.500000 Penalty: 4920.198242
	Iteration 6Q: 3 clusters Score -3986704 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10571 members 
Mstep: Class 2 contains 9757 members 
Entering Unmasked Estep 
Score: -3986777.000000 Penalty: 4920.198242
	Iteration 7Q: 3 clusters Score -3986777 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10703 members 
Mstep: Class 2 contains 9625 members 
Entering Unmasked Estep 
Score: -3986863.750000 Penalty: 4920.198242
	Iteration 8Q: 3 clusters Score -3986864 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10851 members 
Mstep: Class 2 contains 9477 members 
Entering Unmasked Estep 
Score: -3986949.000000 Penalty: 4920.198242
	Iteration 9Q: 3 clusters Score -3986949 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11053 members 
Mstep: Class 2 contains 9275 members 
Entering Unmasked Estep 
Score: -3987025.750000 Penalty: 4920.198242
	Iteration 10Q: 3 clusters Score -3987026 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11299 members 
Mstep: Class 2 contains 9029 members 
Entering Unmasked Estep 
Score: -3987105.750000 Penalty: 4920.198242
	Iteration 11Q: 3 clusters Score -3987106 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11583 members 
Mstep: Class 2 contains 8745 members 
Entering Unmasked Estep 
Score: -3987204.750000 Penalty: 4920.198242
	Iteration 12Q: 3 clusters Score -3987205 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11907 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -3987314.000000 Penalty: 4920.198242
	Iteration 13Q: 3 clusters Score -3987314 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12316 members 
Mstep: Class 2 contains 8012 members 
Entering Unmasked Estep 
Score: -3987475.250000 Penalty: 4920.198242
	Iteration 14Q: 3 clusters Score -3987475 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12854 members 
Mstep: Class 2 contains 7474 members 
Entering Unmasked Estep 
Score: -3987696.500000 Penalty: 4920.198242
	Iteration 15Q: 3 clusters Score -3987696 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13508 members 
Mstep: Class 2 contains 6820 members 
Entering Unmasked Estep 
Score: -3988000.500000 Penalty: 4920.198242
	Iteration 16Q: 3 clusters Score -3988000 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14324 members 
Mstep: Class 2 contains 6004 members 
Entering Unmasked Estep 
Score: -3988451.750000 Penalty: 4920.198242
	Iteration 17Q: 3 clusters Score -3988452 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15298 members 
Mstep: Class 2 contains 5030 members 
Entering Unmasked Estep 
Score: -3989065.250000 Penalty: 4920.198242
	Iteration 18Q: 3 clusters Score -3989065 nChanged 1108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16400 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -3989867.750000 Penalty: 4920.198242
	Iteration 19F: 3 clusters Score -3989868 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17486 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -3990753.000000 Penalty: 4920.198242
	Iteration 20F: 3 clusters Score -3990753 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18403 members 
Mstep: Class 2 contains 1925 members 
Entering Unmasked Estep 
Score: -3991574.750000 Penalty: 4920.198242
	Iteration 21Q: 3 clusters Score -3991575 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19033 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -3992103.500000 Penalty: 4920.198242
	Iteration 22Q: 3 clusters Score -3992104 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19430 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -3992460.750000 Penalty: 4920.198242
	Iteration 23Q: 3 clusters Score -3992461 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19643 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -3992655.500000 Penalty: 4920.198242
	Iteration 24Q: 3 clusters Score -3992656 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19768 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -3992769.500000 Penalty: 4920.198242
	Iteration 25Q: 3 clusters Score -3992770 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19851 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3992860.000000 Penalty: 4920.198242
	Iteration 26Q: 3 clusters Score -3992860 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19901 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -3992917.250000 Penalty: 4920.198242
	Iteration 27Q: 3 clusters Score -3992917 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19931 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -3992958.000000 Penalty: 4920.198242
	Iteration 28Q: 3 clusters Score -3992958 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19951 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -3992973.000000 Penalty: 4920.198242
	Iteration 29Q: 3 clusters Score -3992973 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19965 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3992989.500000 Penalty: 4920.198242
	Iteration 30Q: 3 clusters Score -3992990 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19973 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -3992995.000000 Penalty: 4920.198242
	Iteration 31Q: 3 clusters Score -3992995 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19979 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -3993005.500000 Penalty: 4920.198242
	Iteration 32Q: 3 clusters Score -3993006 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19981 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -3993007.500000 Penalty: 4920.198242
	Iteration 33Q: 3 clusters Score -3993008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19985 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3993016.000000 Penalty: 4920.198242
	Iteration 34Q: 3 clusters Score -3993016 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -3993020.250000 Penalty: 4920.198242
	Iteration 35Q: 3 clusters Score -3993020 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19992 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3993026.500000 Penalty: 4920.198242
	Iteration 36Q: 3 clusters Score -3993026 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19996 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3993034.000000 Penalty: 4920.198242
	Iteration 37Q: 3 clusters Score -3993034 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3993041.250000 Penalty: 4920.198242
	Iteration 38Q: 3 clusters Score -3993041 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20001 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3993044.250000 Penalty: 4920.198242
	Iteration 39Q: 3 clusters Score -3993044 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20004 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3993044.000000 Penalty: 4920.198242
	Iteration 40F: 3 clusters Score -3993044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3993043.250000 Penalty: 4920.198242
	Iteration 41Q: 3 clusters Score -3993043 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20005 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3993043.250000 Penalty: 4920.198242
	Iteration 42F: 3 clusters Score -3993043 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1478 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Entering Unmasked Estep 
Score: -252826.531250 Penalty: 1810.014404
	Iteration 0F: 2 clusters Score -252826.5 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -250640.421875 Penalty: 3620.028809
	Iteration 0F: 3 clusters Score -250640.4 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -251208.156250 Penalty: 3620.028809
	Iteration 1F: 3 clusters Score -251208.2 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 606 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -251630.843750 Penalty: 3620.028809
	Iteration 2F: 3 clusters Score -251630.8 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -252109.296875 Penalty: 3620.028809
	Iteration 3F: 3 clusters Score -252109.3 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -252463.984375 Penalty: 3620.028809
	Iteration 4F: 3 clusters Score -252464 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -252653.875000 Penalty: 3620.028809
	Iteration 5Q: 3 clusters Score -252653.9 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -252799.187500 Penalty: 3620.028809
	Iteration 6Q: 3 clusters Score -252799.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -252903.609375 Penalty: 3620.028809
	Iteration 7Q: 3 clusters Score -252903.6 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 969 members 
Entering Unmasked Estep 
Score: -252935.046875 Penalty: 3620.028809
	Iteration 8Q: 3 clusters Score -252935 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -252948.218750 Penalty: 3620.028809
	Iteration 9Q: 3 clusters Score -252948.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 954 members 
Entering Unmasked Estep 
Score: -252956.328125 Penalty: 3620.028809
	Iteration 10Q: 3 clusters Score -252956.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -252961.296875 Penalty: 3620.028809
	Iteration 11Q: 3 clusters Score -252961.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -252961.578125 Penalty: 3620.028809
	Iteration 12Q: 3 clusters Score -252961.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 951 members 
Entering Unmasked Estep 
Score: -252961.578125 Penalty: 3620.028809
	Iteration 13F: 3 clusters Score -252961.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 6493 members 
Mstep: Class 3 contains 34207 members 
Mstep: Class 4 contains 43769 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 527 members 
Mstep: Class 7 contains 41067 members 
Mstep: Class 8 contains 48194 members 
Mstep: Class 9 contains 56560 members 
Mstep: Class 10 contains 17354 members 
Mstep: Class 11 contains 27979 members 
Mstep: Class 12 contains 59218 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17401 members 
Mstep: Class 15 contains 9477 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 38591 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27408 members 
Mstep: Class 22 contains 40373 members 
Mstep: Class 23 contains 28761 members 
Mstep: Class 24 contains 14609 members 
Mstep: Class 25 contains 6895 members 
Mstep: Class 26 contains 41885 members 
Mstep: Class 27 contains 57118 members 
Mstep: Class 28 contains 52864 members 
Mstep: Class 29 contains 4164 members 
Mstep: Class 30 contains 13207 members 
Mstep: Class 31 contains 57573 members 
Mstep: Class 32 contains 19376 members 
Mstep: Class 33 contains 42952 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45178 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29634 members 
Mstep: Class 40 contains 951 members 
Mstep: Class 41 contains 23559 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27461 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46312 members 
Mstep: Class 47 contains 25152 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18538 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 32487 members 
Entering Unmasked Estep 
Score: -207972080.000000 Penalty: 179582.890625
Splitting cluster 6 changes total score from -207975184.000000 to -207972080.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (41067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41067 members 
Entering Unmasked Estep 
Score: -7913878.500000 Penalty: 2634.494141
	Iteration 0F: 2 clusters Score -7913878 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20572 members 
Mstep: Class 2 contains 20495 members 
Entering Unmasked Estep 
Score: -7888679.500000 Penalty: 5268.988281
	Iteration 0F: 3 clusters Score -7888680 nChanged 18847
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 19916 members 
Entering Unmasked Estep 
Score: -7899110.500000 Penalty: 5268.988281
	Iteration 1F: 3 clusters Score -7899110 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21608 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -7899684.000000 Penalty: 5268.988281
	Iteration 2Q: 3 clusters Score -7899684 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22253 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -7900200.500000 Penalty: 5268.988281
	Iteration 3Q: 3 clusters Score -7900200 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23180 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -7900818.000000 Penalty: 5268.988281
	Iteration 4Q: 3 clusters Score -7900818 nChanged 1839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24441 members 
Mstep: Class 2 contains 16626 members 
Entering Unmasked Estep 
Score: -7901534.000000 Penalty: 5268.988281
	Iteration 5Q: 3 clusters Score -7901534 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26150 members 
Mstep: Class 2 contains 14917 members 
Entering Unmasked Estep 
Score: -7902472.000000 Penalty: 5268.988281
	Iteration 6Q: 3 clusters Score -7902472 nChanged 2325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28249 members 
Mstep: Class 2 contains 12818 members 
Entering Unmasked Estep 
Score: -7903663.500000 Penalty: 5268.988281
	Iteration 7F: 3 clusters Score -7903664 nChanged 2666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 10240 members 
Entering Unmasked Estep 
Score: -7905194.000000 Penalty: 5268.988281
	Iteration 8F: 3 clusters Score -7905194 nChanged 2841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 7421 members 
Entering Unmasked Estep 
Score: -7906947.500000 Penalty: 5268.988281
	Iteration 9F: 3 clusters Score -7906948 nChanged 2655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36289 members 
Mstep: Class 2 contains 4778 members 
Entering Unmasked Estep 
Score: -7908652.500000 Penalty: 5268.988281
	Iteration 10F: 3 clusters Score -7908652 nChanged 2038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38323 members 
Mstep: Class 2 contains 2744 members 
Entering Unmasked Estep 
Score: -7909981.000000 Penalty: 5268.988281
	Iteration 11Q: 3 clusters Score -7909981 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39616 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -7910731.500000 Penalty: 5268.988281
	Iteration 12Q: 3 clusters Score -7910732 nChanged 688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40298 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -7911136.000000 Penalty: 5268.988281
	Iteration 13Q: 3 clusters Score -7911136 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40559 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -7911366.500000 Penalty: 5268.988281
	Iteration 14Q: 3 clusters Score -7911366 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40666 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -7911470.500000 Penalty: 5268.988281
	Iteration 15Q: 3 clusters Score -7911470 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40712 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -7911515.500000 Penalty: 5268.988281
	Iteration 16Q: 3 clusters Score -7911516 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40735 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -7911563.000000 Penalty: 5268.988281
	Iteration 17Q: 3 clusters Score -7911563 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40753 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -7911579.000000 Penalty: 5268.988281
	Iteration 18Q: 3 clusters Score -7911579 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40759 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -7911587.000000 Penalty: 5268.988281
	Iteration 19Q: 3 clusters Score -7911587 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40767 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7911600.500000 Penalty: 5268.988281
	Iteration 20F: 3 clusters Score -7911600 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40781 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7911626.500000 Penalty: 5268.988281
	Iteration 21Q: 3 clusters Score -7911626 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40786 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -7911623.000000 Penalty: 5268.988281
	Iteration 22Q: 3 clusters Score -7911623 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7911636.500000 Penalty: 5268.988281
	Iteration 23Q: 3 clusters Score -7911636 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40793 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -7911633.500000 Penalty: 5268.988281
	Iteration 24Q: 3 clusters Score -7911634 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40796 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -7911648.000000 Penalty: 5268.988281
	Iteration 25Q: 3 clusters Score -7911648 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40794 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -7911647.000000 Penalty: 5268.988281
	Iteration 26Q: 3 clusters Score -7911647 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7911645.000000 Penalty: 5268.988281
	Iteration 27Q: 3 clusters Score -7911645 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40792 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -7911645.000000 Penalty: 5268.988281
	Iteration 28F: 3 clusters Score -7911645 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (48194 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48194 members 
Entering Unmasked Estep 
Score: -8991035.000000 Penalty: 2674.181396
	Iteration 0F: 2 clusters Score -8991035 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24248 members 
Mstep: Class 2 contains 23946 members 
Entering Unmasked Estep 
Score: -8960259.000000 Penalty: 5348.362793
	Iteration 0F: 3 clusters Score -8960259 nChanged 22206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25442 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -8972599.000000 Penalty: 5348.362793
	Iteration 1F: 3 clusters Score -8972599 nChanged 1947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26113 members 
Mstep: Class 2 contains 22081 members 
Entering Unmasked Estep 
Score: -8973126.000000 Penalty: 5348.362793
	Iteration 2Q: 3 clusters Score -8973126 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27066 members 
Mstep: Class 2 contains 21128 members 
Entering Unmasked Estep 
Score: -8973750.000000 Penalty: 5348.362793
	Iteration 3Q: 3 clusters Score -8973750 nChanged 1970
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28466 members 
Mstep: Class 2 contains 19728 members 
Entering Unmasked Estep 
Score: -8974530.000000 Penalty: 5348.362793
	Iteration 4Q: 3 clusters Score -8974530 nChanged 2243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30429 members 
Mstep: Class 2 contains 17765 members 
Entering Unmasked Estep 
Score: -8975543.000000 Penalty: 5348.362793
	Iteration 5Q: 3 clusters Score -8975543 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33058 members 
Mstep: Class 2 contains 15136 members 
Entering Unmasked Estep 
Score: -8977167.000000 Penalty: 5348.362793
	Iteration 6F: 3 clusters Score -8977167 nChanged 3435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36435 members 
Mstep: Class 2 contains 11759 members 
Entering Unmasked Estep 
Score: -8979552.000000 Penalty: 5348.362793
	Iteration 7F: 3 clusters Score -8979552 nChanged 3806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40223 members 
Mstep: Class 2 contains 7971 members 
Entering Unmasked Estep 
Score: -8982766.000000 Penalty: 5348.362793
	Iteration 8F: 3 clusters Score -8982766 nChanged 3340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43549 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -8985555.000000 Penalty: 5348.362793
	Iteration 9F: 3 clusters Score -8985555 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45866 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -8987253.000000 Penalty: 5348.362793
	Iteration 10Q: 3 clusters Score -8987253 nChanged 1248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47112 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -8988019.000000 Penalty: 5348.362793
	Iteration 11Q: 3 clusters Score -8988019 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47655 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -8988335.000000 Penalty: 5348.362793
	Iteration 12Q: 3 clusters Score -8988335 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47841 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -8988477.000000 Penalty: 5348.362793
	Iteration 13Q: 3 clusters Score -8988477 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47906 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -8988563.000000 Penalty: 5348.362793
	Iteration 14Q: 3 clusters Score -8988563 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47940 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8988606.000000 Penalty: 5348.362793
	Iteration 15Q: 3 clusters Score -8988606 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47952 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -8988645.000000 Penalty: 5348.362793
	Iteration 16Q: 3 clusters Score -8988645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47962 members 
Mstep: Class 2 contains 232 members 
Entering Unmasked Estep 
Score: -8988667.000000 Penalty: 5348.362793
	Iteration 17Q: 3 clusters Score -8988667 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8988697.000000 Penalty: 5348.362793
	Iteration 18Q: 3 clusters Score -8988697 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47973 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -8988717.000000 Penalty: 5348.362793
	Iteration 19Q: 3 clusters Score -8988717 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47976 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -8988717.000000 Penalty: 5348.362793
	Iteration 20F: 3 clusters Score -8988717 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8988713.000000 Penalty: 5348.362793
	Iteration 21Q: 3 clusters Score -8988713 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47977 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -8988713.000000 Penalty: 5348.362793
	Iteration 22F: 3 clusters Score -8988713 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (56560 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56560 members 
Entering Unmasked Estep 
Score: -10659294.000000 Penalty: 2713.878174
	Iteration 0F: 2 clusters Score -1.065929e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28275 members 
Mstep: Class 2 contains 28285 members 
Entering Unmasked Estep 
Score: -10623955.000000 Penalty: 5427.756348
	Iteration 0F: 3 clusters Score -1.062396e+07 nChanged 26152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28481 members 
Mstep: Class 2 contains 28079 members 
Entering Unmasked Estep 
Score: -10638347.000000 Penalty: 5427.756348
	Iteration 1F: 3 clusters Score -1.063835e+07 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28450 members 
Mstep: Class 2 contains 28110 members 
Entering Unmasked Estep 
Score: -10638761.000000 Penalty: 5427.756348
	Iteration 2Q: 3 clusters Score -1.063876e+07 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28448 members 
Mstep: Class 2 contains 28112 members 
Entering Unmasked Estep 
Score: -10639153.000000 Penalty: 5427.756348
	Iteration 3Q: 3 clusters Score -1.063915e+07 nChanged 1738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28432 members 
Mstep: Class 2 contains 28128 members 
Entering Unmasked Estep 
Score: -10639566.000000 Penalty: 5427.756348
	Iteration 4Q: 3 clusters Score -1.063957e+07 nChanged 1625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 28147 members 
Entering Unmasked Estep 
Score: -10639953.000000 Penalty: 5427.756348
	Iteration 5Q: 3 clusters Score -1.063995e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28375 members 
Mstep: Class 2 contains 28185 members 
Entering Unmasked Estep 
Score: -10640309.000000 Penalty: 5427.756348
	Iteration 6Q: 3 clusters Score -1.064031e+07 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28316 members 
Mstep: Class 2 contains 28244 members 
Entering Unmasked Estep 
Score: -10640646.000000 Penalty: 5427.756348
	Iteration 7Q: 3 clusters Score -1.064065e+07 nChanged 1628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28210 members 
Mstep: Class 2 contains 28350 members 
Entering Unmasked Estep 
Score: -10641022.000000 Penalty: 5427.756348
	Iteration 8Q: 3 clusters Score -1.064102e+07 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28167 members 
Mstep: Class 2 contains 28393 members 
Entering Unmasked Estep 
Score: -10641577.000000 Penalty: 5427.756348
	Iteration 9Q: 3 clusters Score -1.064158e+07 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28171 members 
Mstep: Class 2 contains 28389 members 
Entering Unmasked Estep 
Score: -10642223.000000 Penalty: 5427.756348
	Iteration 10Q: 3 clusters Score -1.064222e+07 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28256 members 
Mstep: Class 2 contains 28304 members 
Entering Unmasked Estep 
Score: -10643197.000000 Penalty: 5427.756348
	Iteration 11Q: 3 clusters Score -1.06432e+07 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28418 members 
Mstep: Class 2 contains 28142 members 
Entering Unmasked Estep 
Score: -10644474.000000 Penalty: 5427.756348
	Iteration 12Q: 3 clusters Score -1.064447e+07 nChanged 2976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28644 members 
Mstep: Class 2 contains 27916 members 
Entering Unmasked Estep 
Score: -10646375.000000 Penalty: 5427.756348
	Iteration 13F: 3 clusters Score -1.064638e+07 nChanged 3276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28868 members 
Mstep: Class 2 contains 27692 members 
Entering Unmasked Estep 
Score: -10648639.000000 Penalty: 5427.756348
	Iteration 14F: 3 clusters Score -1.064864e+07 nChanged 3302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28990 members 
Mstep: Class 2 contains 27570 members 
Entering Unmasked Estep 
Score: -10650691.000000 Penalty: 5427.756348
	Iteration 15F: 3 clusters Score -1.065069e+07 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29005 members 
Mstep: Class 2 contains 27555 members 
Entering Unmasked Estep 
Score: -10651921.000000 Penalty: 5427.756348
	Iteration 16Q: 3 clusters Score -1.065192e+07 nChanged 1886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29067 members 
Mstep: Class 2 contains 27493 members 
Entering Unmasked Estep 
Score: -10652549.000000 Penalty: 5427.756348
	Iteration 17Q: 3 clusters Score -1.065255e+07 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29119 members 
Mstep: Class 2 contains 27441 members 
Entering Unmasked Estep 
Score: -10652907.000000 Penalty: 5427.756348
	Iteration 18Q: 3 clusters Score -1.065291e+07 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29196 members 
Mstep: Class 2 contains 27364 members 
Entering Unmasked Estep 
Score: -10653118.000000 Penalty: 5427.756348
	Iteration 19Q: 3 clusters Score -1.065312e+07 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29321 members 
Mstep: Class 2 contains 27239 members 
Entering Unmasked Estep 
Score: -10653350.000000 Penalty: 5427.756348
	Iteration 20F: 3 clusters Score -1.065335e+07 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29455 members 
Mstep: Class 2 contains 27105 members 
Entering Unmasked Estep 
Score: -10653562.000000 Penalty: 5427.756348
	Iteration 21Q: 3 clusters Score -1.065356e+07 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29555 members 
Mstep: Class 2 contains 27005 members 
Entering Unmasked Estep 
Score: -10653882.000000 Penalty: 5427.756348
	Iteration 22Q: 3 clusters Score -1.065388e+07 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29673 members 
Mstep: Class 2 contains 26887 members 
Entering Unmasked Estep 
Score: -10654118.000000 Penalty: 5427.756348
	Iteration 23Q: 3 clusters Score -1.065412e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29851 members 
Mstep: Class 2 contains 26709 members 
Entering Unmasked Estep 
Score: -10654311.000000 Penalty: 5427.756348
	Iteration 24Q: 3 clusters Score -1.065431e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30064 members 
Mstep: Class 2 contains 26496 members 
Entering Unmasked Estep 
Score: -10654471.000000 Penalty: 5427.756348
	Iteration 25Q: 3 clusters Score -1.065447e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30302 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -10654540.000000 Penalty: 5427.756348
	Iteration 26Q: 3 clusters Score -1.065454e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 26014 members 
Entering Unmasked Estep 
Score: -10654622.000000 Penalty: 5427.756348
	Iteration 27Q: 3 clusters Score -1.065462e+07 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30827 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -10654666.000000 Penalty: 5427.756348
	Iteration 28Q: 3 clusters Score -1.065467e+07 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31109 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -10654712.000000 Penalty: 5427.756348
	Iteration 29Q: 3 clusters Score -1.065471e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31402 members 
Mstep: Class 2 contains 25158 members 
Entering Unmasked Estep 
Score: -10654751.000000 Penalty: 5427.756348
	Iteration 30Q: 3 clusters Score -1.065475e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31730 members 
Mstep: Class 2 contains 24830 members 
Entering Unmasked Estep 
Score: -10654752.000000 Penalty: 5427.756348
	Iteration 31Q: 3 clusters Score -1.065475e+07 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32040 members 
Mstep: Class 2 contains 24520 members 
Entering Unmasked Estep 
Score: -10654783.000000 Penalty: 5427.756348
	Iteration 32Q: 3 clusters Score -1.065478e+07 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32365 members 
Mstep: Class 2 contains 24195 members 
Entering Unmasked Estep 
Score: -10654798.000000 Penalty: 5427.756348
	Iteration 33Q: 3 clusters Score -1.06548e+07 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32691 members 
Mstep: Class 2 contains 23869 members 
Entering Unmasked Estep 
Score: -10654777.000000 Penalty: 5427.756348
	Iteration 34Q: 3 clusters Score -1.065478e+07 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33031 members 
Mstep: Class 2 contains 23529 members 
Entering Unmasked Estep 
Score: -10654780.000000 Penalty: 5427.756348
	Iteration 35Q: 3 clusters Score -1.065478e+07 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33426 members 
Mstep: Class 2 contains 23134 members 
Entering Unmasked Estep 
Score: -10654817.000000 Penalty: 5427.756348
	Iteration 36Q: 3 clusters Score -1.065482e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33794 members 
Mstep: Class 2 contains 22766 members 
Entering Unmasked Estep 
Score: -10654855.000000 Penalty: 5427.756348
	Iteration 37Q: 3 clusters Score -1.065486e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34151 members 
Mstep: Class 2 contains 22409 members 
Entering Unmasked Estep 
Score: -10654879.000000 Penalty: 5427.756348
	Iteration 38Q: 3 clusters Score -1.065488e+07 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34530 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
Score: -10654897.000000 Penalty: 5427.756348
	Iteration 39Q: 3 clusters Score -1.06549e+07 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34881 members 
Mstep: Class 2 contains 21679 members 
Entering Unmasked Estep 
Score: -10654913.000000 Penalty: 5427.756348
	Iteration 40F: 3 clusters Score -1.065491e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 21361 members 
Entering Unmasked Estep 
Score: -10654918.000000 Penalty: 5427.756348
	Iteration 41Q: 3 clusters Score -1.065492e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35495 members 
Mstep: Class 2 contains 21065 members 
Entering Unmasked Estep 
Score: -10654906.000000 Penalty: 5427.756348
	Iteration 42Q: 3 clusters Score -1.065491e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35787 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -10654894.000000 Penalty: 5427.756348
	Iteration 43Q: 3 clusters Score -1.065489e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36062 members 
Mstep: Class 2 contains 20498 members 
Entering Unmasked Estep 
Score: -10654909.000000 Penalty: 5427.756348
	Iteration 44Q: 3 clusters Score -1.065491e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36351 members 
Mstep: Class 2 contains 20209 members 
Entering Unmasked Estep 
Score: -10654906.000000 Penalty: 5427.756348
	Iteration 45Q: 3 clusters Score -1.065491e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36639 members 
Mstep: Class 2 contains 19921 members 
Entering Unmasked Estep 
Score: -10654888.000000 Penalty: 5427.756348
	Iteration 46Q: 3 clusters Score -1.065489e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36915 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -10654892.000000 Penalty: 5427.756348
	Iteration 47Q: 3 clusters Score -1.065489e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37209 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -10654867.000000 Penalty: 5427.756348
	Iteration 48Q: 3 clusters Score -1.065487e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37504 members 
Mstep: Class 2 contains 19056 members 
Entering Unmasked Estep 
Score: -10654889.000000 Penalty: 5427.756348
	Iteration 49Q: 3 clusters Score -1.065489e+07 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37821 members 
Mstep: Class 2 contains 18739 members 
Entering Unmasked Estep 
Score: -10654886.000000 Penalty: 5427.756348
	Iteration 50Q: 3 clusters Score -1.065489e+07 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38152 members 
Mstep: Class 2 contains 18408 members 
Entering Unmasked Estep 
Score: -10654902.000000 Penalty: 5427.756348
	Iteration 51Q: 3 clusters Score -1.06549e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38460 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -10654932.000000 Penalty: 5427.756348
	Iteration 52Q: 3 clusters Score -1.065493e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38794 members 
Mstep: Class 2 contains 17766 members 
Entering Unmasked Estep 
Score: -10654971.000000 Penalty: 5427.756348
	Iteration 53Q: 3 clusters Score -1.065497e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39129 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -10654987.000000 Penalty: 5427.756348
	Iteration 54Q: 3 clusters Score -1.065499e+07 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39455 members 
Mstep: Class 2 contains 17105 members 
Entering Unmasked Estep 
Score: -10655009.000000 Penalty: 5427.756348
	Iteration 55Q: 3 clusters Score -1.065501e+07 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39787 members 
Mstep: Class 2 contains 16773 members 
Entering Unmasked Estep 
Score: -10655027.000000 Penalty: 5427.756348
	Iteration 56Q: 3 clusters Score -1.065503e+07 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40098 members 
Mstep: Class 2 contains 16462 members 
Entering Unmasked Estep 
Score: -10655070.000000 Penalty: 5427.756348
	Iteration 57Q: 3 clusters Score -1.065507e+07 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40389 members 
Mstep: Class 2 contains 16171 members 
Entering Unmasked Estep 
Score: -10655056.000000 Penalty: 5427.756348
	Iteration 58Q: 3 clusters Score -1.065506e+07 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40639 members 
Mstep: Class 2 contains 15921 members 
Entering Unmasked Estep 
Score: -10655060.000000 Penalty: 5427.756348
	Iteration 59Q: 3 clusters Score -1.065506e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40918 members 
Mstep: Class 2 contains 15642 members 
Entering Unmasked Estep 
Score: -10655060.000000 Penalty: 5427.756348
	Iteration 60F: 3 clusters Score -1.065506e+07 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41210 members 
Mstep: Class 2 contains 15350 members 
Entering Unmasked Estep 
Score: -10655052.000000 Penalty: 5427.756348
	Iteration 61Q: 3 clusters Score -1.065505e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41474 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
Score: -10655068.000000 Penalty: 5427.756348
	Iteration 62Q: 3 clusters Score -1.065507e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -10655087.000000 Penalty: 5427.756348
	Iteration 63Q: 3 clusters Score -1.065509e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42027 members 
Mstep: Class 2 contains 14533 members 
Entering Unmasked Estep 
Score: -10655105.000000 Penalty: 5427.756348
	Iteration 64Q: 3 clusters Score -1.06551e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42321 members 
Mstep: Class 2 contains 14239 members 
Entering Unmasked Estep 
Score: -10655157.000000 Penalty: 5427.756348
	Iteration 65Q: 3 clusters Score -1.065516e+07 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42627 members 
Mstep: Class 2 contains 13933 members 
Entering Unmasked Estep 
Score: -10655228.000000 Penalty: 5427.756348
	Iteration 66Q: 3 clusters Score -1.065523e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42953 members 
Mstep: Class 2 contains 13607 members 
Entering Unmasked Estep 
Score: -10655244.000000 Penalty: 5427.756348
	Iteration 67Q: 3 clusters Score -1.065524e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43317 members 
Mstep: Class 2 contains 13243 members 
Entering Unmasked Estep 
Score: -10655269.000000 Penalty: 5427.756348
	Iteration 68Q: 3 clusters Score -1.065527e+07 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43656 members 
Mstep: Class 2 contains 12904 members 
Entering Unmasked Estep 
Score: -10655303.000000 Penalty: 5427.756348
	Iteration 69Q: 3 clusters Score -1.06553e+07 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43950 members 
Mstep: Class 2 contains 12610 members 
Entering Unmasked Estep 
Score: -10655311.000000 Penalty: 5427.756348
	Iteration 70Q: 3 clusters Score -1.065531e+07 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44218 members 
Mstep: Class 2 contains 12342 members 
Entering Unmasked Estep 
Score: -10655333.000000 Penalty: 5427.756348
	Iteration 71Q: 3 clusters Score -1.065533e+07 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44465 members 
Mstep: Class 2 contains 12095 members 
Entering Unmasked Estep 
Score: -10655338.000000 Penalty: 5427.756348
	Iteration 72Q: 3 clusters Score -1.065534e+07 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -10655391.000000 Penalty: 5427.756348
	Iteration 73Q: 3 clusters Score -1.065539e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44887 members 
Mstep: Class 2 contains 11673 members 
Entering Unmasked Estep 
Score: -10655404.000000 Penalty: 5427.756348
	Iteration 74Q: 3 clusters Score -1.06554e+07 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45067 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -10655422.000000 Penalty: 5427.756348
	Iteration 75Q: 3 clusters Score -1.065542e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45230 members 
Mstep: Class 2 contains 11330 members 
Entering Unmasked Estep 
Score: -10655463.000000 Penalty: 5427.756348
	Iteration 76Q: 3 clusters Score -1.065546e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45384 members 
Mstep: Class 2 contains 11176 members 
Entering Unmasked Estep 
Score: -10655513.000000 Penalty: 5427.756348
	Iteration 77Q: 3 clusters Score -1.065551e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45533 members 
Mstep: Class 2 contains 11027 members 
Entering Unmasked Estep 
Score: -10655514.000000 Penalty: 5427.756348
	Iteration 78Q: 3 clusters Score -1.065551e+07 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45678 members 
Mstep: Class 2 contains 10882 members 
Entering Unmasked Estep 
Score: -10655524.000000 Penalty: 5427.756348
	Iteration 79Q: 3 clusters Score -1.065552e+07 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45835 members 
Mstep: Class 2 contains 10725 members 
Entering Unmasked Estep 
Score: -10655499.000000 Penalty: 5427.756348
	Iteration 80F: 3 clusters Score -1.06555e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45989 members 
Mstep: Class 2 contains 10571 members 
Entering Unmasked Estep 
Score: -10655499.000000 Penalty: 5427.756348
	Iteration 81Q: 3 clusters Score -1.06555e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46124 members 
Mstep: Class 2 contains 10436 members 
Entering Unmasked Estep 
Score: -10655487.000000 Penalty: 5427.756348
	Iteration 82Q: 3 clusters Score -1.065549e+07 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46252 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -10655523.000000 Penalty: 5427.756348
	Iteration 83Q: 3 clusters Score -1.065552e+07 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46387 members 
Mstep: Class 2 contains 10173 members 
Entering Unmasked Estep 
Score: -10655538.000000 Penalty: 5427.756348
	Iteration 84Q: 3 clusters Score -1.065554e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46519 members 
Mstep: Class 2 contains 10041 members 
Entering Unmasked Estep 
Score: -10655546.000000 Penalty: 5427.756348
	Iteration 85Q: 3 clusters Score -1.065555e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46650 members 
Mstep: Class 2 contains 9910 members 
Entering Unmasked Estep 
Score: -10655531.000000 Penalty: 5427.756348
	Iteration 86Q: 3 clusters Score -1.065553e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46791 members 
Mstep: Class 2 contains 9769 members 
Entering Unmasked Estep 
Score: -10655564.000000 Penalty: 5427.756348
	Iteration 87Q: 3 clusters Score -1.065556e+07 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46927 members 
Mstep: Class 2 contains 9633 members 
Entering Unmasked Estep 
Score: -10655580.000000 Penalty: 5427.756348
	Iteration 88Q: 3 clusters Score -1.065558e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47063 members 
Mstep: Class 2 contains 9497 members 
Entering Unmasked Estep 
Score: -10655590.000000 Penalty: 5427.756348
	Iteration 89Q: 3 clusters Score -1.065559e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47215 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -10655601.000000 Penalty: 5427.756348
	Iteration 90Q: 3 clusters Score -1.06556e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47360 members 
Mstep: Class 2 contains 9200 members 
Entering Unmasked Estep 
Score: -10655623.000000 Penalty: 5427.756348
	Iteration 91Q: 3 clusters Score -1.065562e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47506 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -10655671.000000 Penalty: 5427.756348
	Iteration 92Q: 3 clusters Score -1.065567e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47673 members 
Mstep: Class 2 contains 8887 members 
Entering Unmasked Estep 
Score: -10655715.000000 Penalty: 5427.756348
	Iteration 93Q: 3 clusters Score -1.065572e+07 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47809 members 
Mstep: Class 2 contains 8751 members 
Entering Unmasked Estep 
Score: -10655738.000000 Penalty: 5427.756348
	Iteration 94Q: 3 clusters Score -1.065574e+07 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47946 members 
Mstep: Class 2 contains 8614 members 
Entering Unmasked Estep 
Score: -10655762.000000 Penalty: 5427.756348
	Iteration 95Q: 3 clusters Score -1.065576e+07 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48081 members 
Mstep: Class 2 contains 8479 members 
Entering Unmasked Estep 
Score: -10655771.000000 Penalty: 5427.756348
	Iteration 96Q: 3 clusters Score -1.065577e+07 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48219 members 
Mstep: Class 2 contains 8341 members 
Entering Unmasked Estep 
Score: -10655807.000000 Penalty: 5427.756348
	Iteration 97Q: 3 clusters Score -1.065581e+07 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48376 members 
Mstep: Class 2 contains 8184 members 
Entering Unmasked Estep 
Score: -10655832.000000 Penalty: 5427.756348
	Iteration 98Q: 3 clusters Score -1.065583e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48516 members 
Mstep: Class 2 contains 8044 members 
Entering Unmasked Estep 
Score: -10655850.000000 Penalty: 5427.756348
	Iteration 99Q: 3 clusters Score -1.065585e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48681 members 
Mstep: Class 2 contains 7879 members 
Entering Unmasked Estep 
Score: -10655878.000000 Penalty: 5427.756348
	Iteration 100F: 3 clusters Score -1.065588e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48850 members 
Mstep: Class 2 contains 7710 members 
Entering Unmasked Estep 
Score: -10655907.000000 Penalty: 5427.756348
	Iteration 101Q: 3 clusters Score -1.065591e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49027 members 
Mstep: Class 2 contains 7533 members 
Entering Unmasked Estep 
Score: -10655923.000000 Penalty: 5427.756348
	Iteration 102Q: 3 clusters Score -1.065592e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49189 members 
Mstep: Class 2 contains 7371 members 
Entering Unmasked Estep 
Score: -10655951.000000 Penalty: 5427.756348
	Iteration 103Q: 3 clusters Score -1.065595e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49362 members 
Mstep: Class 2 contains 7198 members 
Entering Unmasked Estep 
Score: -10656029.000000 Penalty: 5427.756348
	Iteration 104Q: 3 clusters Score -1.065603e+07 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49548 members 
Mstep: Class 2 contains 7012 members 
Entering Unmasked Estep 
Score: -10656089.000000 Penalty: 5427.756348
	Iteration 105Q: 3 clusters Score -1.065609e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49719 members 
Mstep: Class 2 contains 6841 members 
Entering Unmasked Estep 
Score: -10656119.000000 Penalty: 5427.756348
	Iteration 106Q: 3 clusters Score -1.065612e+07 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49875 members 
Mstep: Class 2 contains 6685 members 
Entering Unmasked Estep 
Score: -10656146.000000 Penalty: 5427.756348
	Iteration 107Q: 3 clusters Score -1.065615e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50016 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -10656194.000000 Penalty: 5427.756348
	Iteration 108Q: 3 clusters Score -1.065619e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50153 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -10656214.000000 Penalty: 5427.756348
	Iteration 109Q: 3 clusters Score -1.065621e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50276 members 
Mstep: Class 2 contains 6284 members 
Entering Unmasked Estep 
Score: -10656243.000000 Penalty: 5427.756348
	Iteration 110Q: 3 clusters Score -1.065624e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50391 members 
Mstep: Class 2 contains 6169 members 
Entering Unmasked Estep 
Score: -10656257.000000 Penalty: 5427.756348
	Iteration 111Q: 3 clusters Score -1.065626e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50489 members 
Mstep: Class 2 contains 6071 members 
Entering Unmasked Estep 
Score: -10656273.000000 Penalty: 5427.756348
	Iteration 112Q: 3 clusters Score -1.065627e+07 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50589 members 
Mstep: Class 2 contains 5971 members 
Entering Unmasked Estep 
Score: -10656296.000000 Penalty: 5427.756348
	Iteration 113Q: 3 clusters Score -1.06563e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50684 members 
Mstep: Class 2 contains 5876 members 
Entering Unmasked Estep 
Score: -10656304.000000 Penalty: 5427.756348
	Iteration 114Q: 3 clusters Score -1.06563e+07 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50797 members 
Mstep: Class 2 contains 5763 members 
Entering Unmasked Estep 
Score: -10656318.000000 Penalty: 5427.756348
	Iteration 115Q: 3 clusters Score -1.065632e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50927 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -10656350.000000 Penalty: 5427.756348
	Iteration 116Q: 3 clusters Score -1.065635e+07 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51026 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -10656378.000000 Penalty: 5427.756348
	Iteration 117Q: 3 clusters Score -1.065638e+07 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51124 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -10656402.000000 Penalty: 5427.756348
	Iteration 118Q: 3 clusters Score -1.06564e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51226 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -10656422.000000 Penalty: 5427.756348
	Iteration 119Q: 3 clusters Score -1.065642e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51307 members 
Mstep: Class 2 contains 5253 members 
Entering Unmasked Estep 
Score: -10656434.000000 Penalty: 5427.756348
	Iteration 120F: 3 clusters Score -1.065643e+07 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51384 members 
Mstep: Class 2 contains 5176 members 
Entering Unmasked Estep 
Score: -10656435.000000 Penalty: 5427.756348
	Iteration 121Q: 3 clusters Score -1.065644e+07 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51459 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -10656452.000000 Penalty: 5427.756348
	Iteration 122Q: 3 clusters Score -1.065645e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51528 members 
Mstep: Class 2 contains 5032 members 
Entering Unmasked Estep 
Score: -10656462.000000 Penalty: 5427.756348
	Iteration 123Q: 3 clusters Score -1.065646e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51593 members 
Mstep: Class 2 contains 4967 members 
Entering Unmasked Estep 
Score: -10656459.000000 Penalty: 5427.756348
	Iteration 124Q: 3 clusters Score -1.065646e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51662 members 
Mstep: Class 2 contains 4898 members 
Entering Unmasked Estep 
Score: -10656483.000000 Penalty: 5427.756348
	Iteration 125Q: 3 clusters Score -1.065648e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51730 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -10656514.000000 Penalty: 5427.756348
	Iteration 126Q: 3 clusters Score -1.065651e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51790 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -10656526.000000 Penalty: 5427.756348
	Iteration 127Q: 3 clusters Score -1.065653e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51848 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -10656559.000000 Penalty: 5427.756348
	Iteration 128Q: 3 clusters Score -1.065656e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51915 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -10656563.000000 Penalty: 5427.756348
	Iteration 129Q: 3 clusters Score -1.065656e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51984 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -10656575.000000 Penalty: 5427.756348
	Iteration 130Q: 3 clusters Score -1.065658e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52047 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -10656580.000000 Penalty: 5427.756348
	Iteration 131Q: 3 clusters Score -1.065658e+07 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52106 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -10656615.000000 Penalty: 5427.756348
	Iteration 132Q: 3 clusters Score -1.065662e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52157 members 
Mstep: Class 2 contains 4403 members 
Entering Unmasked Estep 
Score: -10656597.000000 Penalty: 5427.756348
	Iteration 133Q: 3 clusters Score -1.06566e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52201 members 
Mstep: Class 2 contains 4359 members 
Entering Unmasked Estep 
Score: -10656611.000000 Penalty: 5427.756348
	Iteration 134Q: 3 clusters Score -1.065661e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52248 members 
Mstep: Class 2 contains 4312 members 
Entering Unmasked Estep 
Score: -10656612.000000 Penalty: 5427.756348
	Iteration 135Q: 3 clusters Score -1.065661e+07 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52298 members 
Mstep: Class 2 contains 4262 members 
Entering Unmasked Estep 
Score: -10656639.000000 Penalty: 5427.756348
	Iteration 136Q: 3 clusters Score -1.065664e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52361 members 
Mstep: Class 2 contains 4199 members 
Entering Unmasked Estep 
Score: -10656664.000000 Penalty: 5427.756348
	Iteration 137Q: 3 clusters Score -1.065666e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52421 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -10656670.000000 Penalty: 5427.756348
	Iteration 138Q: 3 clusters Score -1.065667e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52480 members 
Mstep: Class 2 contains 4080 members 
Entering Unmasked Estep 
Score: -10656690.000000 Penalty: 5427.756348
	Iteration 139Q: 3 clusters Score -1.065669e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52535 members 
Mstep: Class 2 contains 4025 members 
Entering Unmasked Estep 
Score: -10656675.000000 Penalty: 5427.756348
	Iteration 140F: 3 clusters Score -1.065668e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52588 members 
Mstep: Class 2 contains 3972 members 
Entering Unmasked Estep 
Score: -10656694.000000 Penalty: 5427.756348
	Iteration 141Q: 3 clusters Score -1.065669e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52651 members 
Mstep: Class 2 contains 3909 members 
Entering Unmasked Estep 
Score: -10656718.000000 Penalty: 5427.756348
	Iteration 142Q: 3 clusters Score -1.065672e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52716 members 
Mstep: Class 2 contains 3844 members 
Entering Unmasked Estep 
Score: -10656726.000000 Penalty: 5427.756348
	Iteration 143Q: 3 clusters Score -1.065673e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52773 members 
Mstep: Class 2 contains 3787 members 
Entering Unmasked Estep 
Score: -10656726.000000 Penalty: 5427.756348
	Iteration 144Q: 3 clusters Score -1.065673e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52840 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -10656725.000000 Penalty: 5427.756348
	Iteration 145Q: 3 clusters Score -1.065672e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52909 members 
Mstep: Class 2 contains 3651 members 
Entering Unmasked Estep 
Score: -10656741.000000 Penalty: 5427.756348
	Iteration 146Q: 3 clusters Score -1.065674e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52973 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -10656744.000000 Penalty: 5427.756348
	Iteration 147Q: 3 clusters Score -1.065674e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53036 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -10656761.000000 Penalty: 5427.756348
	Iteration 148Q: 3 clusters Score -1.065676e+07 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53100 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -10656794.000000 Penalty: 5427.756348
	Iteration 149Q: 3 clusters Score -1.065679e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53154 members 
Mstep: Class 2 contains 3406 members 
Entering Unmasked Estep 
Score: -10656807.000000 Penalty: 5427.756348
	Iteration 150Q: 3 clusters Score -1.065681e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53203 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -10656824.000000 Penalty: 5427.756348
	Iteration 151Q: 3 clusters Score -1.065682e+07 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53255 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -10656853.000000 Penalty: 5427.756348
	Iteration 152Q: 3 clusters Score -1.065685e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53287 members 
Mstep: Class 2 contains 3273 members 
Entering Unmasked Estep 
Score: -10656857.000000 Penalty: 5427.756348
	Iteration 153Q: 3 clusters Score -1.065686e+07 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53316 members 
Mstep: Class 2 contains 3244 members 
Entering Unmasked Estep 
Score: -10656871.000000 Penalty: 5427.756348
	Iteration 154Q: 3 clusters Score -1.065687e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53349 members 
Mstep: Class 2 contains 3211 members 
Entering Unmasked Estep 
Score: -10656883.000000 Penalty: 5427.756348
	Iteration 155Q: 3 clusters Score -1.065688e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53389 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -10656906.000000 Penalty: 5427.756348
	Iteration 156Q: 3 clusters Score -1.065691e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53416 members 
Mstep: Class 2 contains 3144 members 
Entering Unmasked Estep 
Score: -10656896.000000 Penalty: 5427.756348
	Iteration 157Q: 3 clusters Score -1.06569e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53448 members 
Mstep: Class 2 contains 3112 members 
Entering Unmasked Estep 
Score: -10656916.000000 Penalty: 5427.756348
	Iteration 158Q: 3 clusters Score -1.065692e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53477 members 
Mstep: Class 2 contains 3083 members 
Entering Unmasked Estep 
Score: -10656924.000000 Penalty: 5427.756348
	Iteration 159Q: 3 clusters Score -1.065692e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53502 members 
Mstep: Class 2 contains 3058 members 
Entering Unmasked Estep 
Score: -10656930.000000 Penalty: 5427.756348
	Iteration 160F: 3 clusters Score -1.065693e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53519 members 
Mstep: Class 2 contains 3041 members 
Entering Unmasked Estep 
Score: -10656938.000000 Penalty: 5427.756348
	Iteration 161Q: 3 clusters Score -1.065694e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 3019 members 
Entering Unmasked Estep 
Score: -10656945.000000 Penalty: 5427.756348
	Iteration 162Q: 3 clusters Score -1.065694e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53573 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -10656948.000000 Penalty: 5427.756348
	Iteration 163Q: 3 clusters Score -1.065695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53594 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -10656947.000000 Penalty: 5427.756348
	Iteration 164Q: 3 clusters Score -1.065695e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53608 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -10656955.000000 Penalty: 5427.756348
	Iteration 165Q: 3 clusters Score -1.065696e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53632 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -10656957.000000 Penalty: 5427.756348
	Iteration 166Q: 3 clusters Score -1.065696e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53657 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -10656961.000000 Penalty: 5427.756348
	Iteration 167Q: 3 clusters Score -1.065696e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53678 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -10656949.000000 Penalty: 5427.756348
	Iteration 168Q: 3 clusters Score -1.065695e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53697 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -10656961.000000 Penalty: 5427.756348
	Iteration 169Q: 3 clusters Score -1.065696e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53719 members 
Mstep: Class 2 contains 2841 members 
Entering Unmasked Estep 
Score: -10656977.000000 Penalty: 5427.756348
	Iteration 170Q: 3 clusters Score -1.065698e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53749 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -10656979.000000 Penalty: 5427.756348
	Iteration 171Q: 3 clusters Score -1.065698e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53774 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -10656988.000000 Penalty: 5427.756348
	Iteration 172Q: 3 clusters Score -1.065699e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53797 members 
Mstep: Class 2 contains 2763 members 
Entering Unmasked Estep 
Score: -10656988.000000 Penalty: 5427.756348
	Iteration 173Q: 3 clusters Score -1.065699e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53819 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -10656994.000000 Penalty: 5427.756348
	Iteration 174Q: 3 clusters Score -1.065699e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53827 members 
Mstep: Class 2 contains 2733 members 
Entering Unmasked Estep 
Score: -10656989.000000 Penalty: 5427.756348
	Iteration 175Q: 3 clusters Score -1.065699e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 2723 members 
Entering Unmasked Estep 
Score: -10656996.000000 Penalty: 5427.756348
	Iteration 176Q: 3 clusters Score -1.0657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -10657003.000000 Penalty: 5427.756348
	Iteration 177Q: 3 clusters Score -1.0657e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53860 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -10657017.000000 Penalty: 5427.756348
	Iteration 178Q: 3 clusters Score -1.065702e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53875 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -10657014.000000 Penalty: 5427.756348
	Iteration 179Q: 3 clusters Score -1.065701e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 2670 members 
Entering Unmasked Estep 
Score: -10657018.000000 Penalty: 5427.756348
	Iteration 180F: 3 clusters Score -1.065702e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53901 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -10657014.000000 Penalty: 5427.756348
	Iteration 181Q: 3 clusters Score -1.065701e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53910 members 
Mstep: Class 2 contains 2650 members 
Entering Unmasked Estep 
Score: -10657004.000000 Penalty: 5427.756348
	Iteration 182Q: 3 clusters Score -1.0657e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53926 members 
Mstep: Class 2 contains 2634 members 
Entering Unmasked Estep 
Score: -10657018.000000 Penalty: 5427.756348
	Iteration 183Q: 3 clusters Score -1.065702e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53948 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10657030.000000 Penalty: 5427.756348
	Iteration 184Q: 3 clusters Score -1.065703e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -10657026.000000 Penalty: 5427.756348
	Iteration 185Q: 3 clusters Score -1.065703e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53990 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -10657029.000000 Penalty: 5427.756348
	Iteration 186Q: 3 clusters Score -1.065703e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54007 members 
Mstep: Class 2 contains 2553 members 
Entering Unmasked Estep 
Score: -10657033.000000 Penalty: 5427.756348
	Iteration 187Q: 3 clusters Score -1.065703e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54023 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -10657043.000000 Penalty: 5427.756348
	Iteration 188Q: 3 clusters Score -1.065704e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54037 members 
Mstep: Class 2 contains 2523 members 
Entering Unmasked Estep 
Score: -10657059.000000 Penalty: 5427.756348
	Iteration 189Q: 3 clusters Score -1.065706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54049 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -10657053.000000 Penalty: 5427.756348
	Iteration 190Q: 3 clusters Score -1.065705e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -10657068.000000 Penalty: 5427.756348
	Iteration 191Q: 3 clusters Score -1.065707e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54079 members 
Mstep: Class 2 contains 2481 members 
Entering Unmasked Estep 
Score: -10657064.000000 Penalty: 5427.756348
	Iteration 192Q: 3 clusters Score -1.065706e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54091 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -10657065.000000 Penalty: 5427.756348
	Iteration 193Q: 3 clusters Score -1.065706e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54097 members 
Mstep: Class 2 contains 2463 members 
Entering Unmasked Estep 
Score: -10657074.000000 Penalty: 5427.756348
	Iteration 194Q: 3 clusters Score -1.065707e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54113 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -10657077.000000 Penalty: 5427.756348
	Iteration 195Q: 3 clusters Score -1.065708e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54122 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -10657078.000000 Penalty: 5427.756348
	Iteration 196Q: 3 clusters Score -1.065708e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54136 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -10657088.000000 Penalty: 5427.756348
	Iteration 197Q: 3 clusters Score -1.065709e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54152 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -10657099.000000 Penalty: 5427.756348
	Iteration 198Q: 3 clusters Score -1.06571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54169 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -10657104.000000 Penalty: 5427.756348
	Iteration 199Q: 3 clusters Score -1.06571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54185 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -10657101.000000 Penalty: 5427.756348
	Iteration 200F: 3 clusters Score -1.06571e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54202 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -10657102.000000 Penalty: 5427.756348
	Iteration 201Q: 3 clusters Score -1.06571e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54217 members 
Mstep: Class 2 contains 2343 members 
Entering Unmasked Estep 
Score: -10657101.000000 Penalty: 5427.756348
	Iteration 202Q: 3 clusters Score -1.06571e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54230 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -10657107.000000 Penalty: 5427.756348
	Iteration 203Q: 3 clusters Score -1.065711e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54248 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -10657121.000000 Penalty: 5427.756348
	Iteration 204Q: 3 clusters Score -1.065712e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54258 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -10657117.000000 Penalty: 5427.756348
	Iteration 205Q: 3 clusters Score -1.065712e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54265 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -10657119.000000 Penalty: 5427.756348
	Iteration 206Q: 3 clusters Score -1.065712e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54275 members 
Mstep: Class 2 contains 2285 members 
Entering Unmasked Estep 
Score: -10657118.000000 Penalty: 5427.756348
	Iteration 207Q: 3 clusters Score -1.065712e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54278 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -10657130.000000 Penalty: 5427.756348
	Iteration 208Q: 3 clusters Score -1.065713e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54283 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -10657138.000000 Penalty: 5427.756348
	Iteration 209Q: 3 clusters Score -1.065714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54288 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -10657136.000000 Penalty: 5427.756348
	Iteration 210Q: 3 clusters Score -1.065714e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54293 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -10657129.000000 Penalty: 5427.756348
	Iteration 211Q: 3 clusters Score -1.065713e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54303 members 
Mstep: Class 2 contains 2257 members 
Entering Unmasked Estep 
Score: -10657131.000000 Penalty: 5427.756348
	Iteration 212Q: 3 clusters Score -1.065713e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54307 members 
Mstep: Class 2 contains 2253 members 
Entering Unmasked Estep 
Score: -10657134.000000 Penalty: 5427.756348
	Iteration 213Q: 3 clusters Score -1.065713e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54313 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -10657139.000000 Penalty: 5427.756348
	Iteration 214Q: 3 clusters Score -1.065714e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54321 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -10657129.000000 Penalty: 5427.756348
	Iteration 215Q: 3 clusters Score -1.065713e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54324 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -10657134.000000 Penalty: 5427.756348
	Iteration 216Q: 3 clusters Score -1.065713e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54326 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -10657135.000000 Penalty: 5427.756348
	Iteration 217Q: 3 clusters Score -1.065714e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -10657128.000000 Penalty: 5427.756348
	Iteration 218Q: 3 clusters Score -1.065713e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54328 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -10657128.000000 Penalty: 5427.756348
	Iteration 219F: 3 clusters Score -1.065713e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17354 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17354 members 
Entering Unmasked Estep 
Score: -3271518.500000 Penalty: 2420.871582
	Iteration 0F: 2 clusters Score -3271518 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 8620 members 
Entering Unmasked Estep 
Score: -3259273.750000 Penalty: 4841.743164
	Iteration 0F: 3 clusters Score -3259274 nChanged 7467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -3263296.000000 Penalty: 4841.743164
	Iteration 1F: 3 clusters Score -3263296 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8906 members 
Mstep: Class 2 contains 8448 members 
Entering Unmasked Estep 
Score: -3263632.500000 Penalty: 4841.743164
	Iteration 2F: 3 clusters Score -3263632 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8981 members 
Mstep: Class 2 contains 8373 members 
Entering Unmasked Estep 
Score: -3263923.000000 Penalty: 4841.743164
	Iteration 3Q: 3 clusters Score -3263923 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9093 members 
Mstep: Class 2 contains 8261 members 
Entering Unmasked Estep 
Score: -3264203.500000 Penalty: 4841.743164
	Iteration 4Q: 3 clusters Score -3264204 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9221 members 
Mstep: Class 2 contains 8133 members 
Entering Unmasked Estep 
Score: -3264469.000000 Penalty: 4841.743164
	Iteration 5Q: 3 clusters Score -3264469 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 7992 members 
Entering Unmasked Estep 
Score: -3264687.250000 Penalty: 4841.743164
	Iteration 6Q: 3 clusters Score -3264687 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9524 members 
Mstep: Class 2 contains 7830 members 
Entering Unmasked Estep 
Score: -3264911.250000 Penalty: 4841.743164
	Iteration 7Q: 3 clusters Score -3264911 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3265116.750000 Penalty: 4841.743164
	Iteration 8Q: 3 clusters Score -3265117 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9941 members 
Mstep: Class 2 contains 7413 members 
Entering Unmasked Estep 
Score: -3265340.500000 Penalty: 4841.743164
	Iteration 9Q: 3 clusters Score -3265340 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10199 members 
Mstep: Class 2 contains 7155 members 
Entering Unmasked Estep 
Score: -3265547.250000 Penalty: 4841.743164
	Iteration 10Q: 3 clusters Score -3265547 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10490 members 
Mstep: Class 2 contains 6864 members 
Entering Unmasked Estep 
Score: -3265796.500000 Penalty: 4841.743164
	Iteration 11Q: 3 clusters Score -3265796 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10800 members 
Mstep: Class 2 contains 6554 members 
Entering Unmasked Estep 
Score: -3266065.250000 Penalty: 4841.743164
	Iteration 12Q: 3 clusters Score -3266065 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11131 members 
Mstep: Class 2 contains 6223 members 
Entering Unmasked Estep 
Score: -3266321.500000 Penalty: 4841.743164
	Iteration 13Q: 3 clusters Score -3266322 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11420 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -3266548.000000 Penalty: 4841.743164
	Iteration 14Q: 3 clusters Score -3266548 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11693 members 
Mstep: Class 2 contains 5661 members 
Entering Unmasked Estep 
Score: -3266727.500000 Penalty: 4841.743164
	Iteration 15Q: 3 clusters Score -3266728 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11963 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -3266895.000000 Penalty: 4841.743164
	Iteration 16Q: 3 clusters Score -3266895 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12252 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -3267064.500000 Penalty: 4841.743164
	Iteration 17Q: 3 clusters Score -3267064 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -3267223.500000 Penalty: 4841.743164
	Iteration 18Q: 3 clusters Score -3267224 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -3267360.000000 Penalty: 4841.743164
	Iteration 19Q: 3 clusters Score -3267360 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13116 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -3267493.750000 Penalty: 4841.743164
	Iteration 20F: 3 clusters Score -3267494 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13403 members 
Mstep: Class 2 contains 3951 members 
Entering Unmasked Estep 
Score: -3267589.750000 Penalty: 4841.743164
	Iteration 21Q: 3 clusters Score -3267590 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 3691 members 
Entering Unmasked Estep 
Score: -3267716.250000 Penalty: 4841.743164
	Iteration 22Q: 3 clusters Score -3267716 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13902 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -3267807.000000 Penalty: 4841.743164
	Iteration 23Q: 3 clusters Score -3267807 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -3267907.750000 Penalty: 4841.743164
	Iteration 24Q: 3 clusters Score -3267908 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3267985.750000 Penalty: 4841.743164
	Iteration 25Q: 3 clusters Score -3267986 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14605 members 
Mstep: Class 2 contains 2749 members 
Entering Unmasked Estep 
Score: -3268069.500000 Penalty: 4841.743164
	Iteration 26Q: 3 clusters Score -3268070 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -3268172.250000 Penalty: 4841.743164
	Iteration 27Q: 3 clusters Score -3268172 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15035 members 
Mstep: Class 2 contains 2319 members 
Entering Unmasked Estep 
Score: -3268275.500000 Penalty: 4841.743164
	Iteration 28Q: 3 clusters Score -3268276 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15259 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -3268398.250000 Penalty: 4841.743164
	Iteration 29Q: 3 clusters Score -3268398 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15466 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -3268512.000000 Penalty: 4841.743164
	Iteration 30Q: 3 clusters Score -3268512 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15668 members 
Mstep: Class 2 contains 1686 members 
Entering Unmasked Estep 
Score: -3268629.500000 Penalty: 4841.743164
	Iteration 31Q: 3 clusters Score -3268630 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15853 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3268747.750000 Penalty: 4841.743164
	Iteration 32Q: 3 clusters Score -3268748 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15993 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3268826.500000 Penalty: 4841.743164
	Iteration 33Q: 3 clusters Score -3268826 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16117 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3268893.000000 Penalty: 4841.743164
	Iteration 34Q: 3 clusters Score -3268893 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16228 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -3268969.250000 Penalty: 4841.743164
	Iteration 35Q: 3 clusters Score -3268969 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -3269050.250000 Penalty: 4841.743164
	Iteration 36Q: 3 clusters Score -3269050 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16449 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -3269124.500000 Penalty: 4841.743164
	Iteration 37Q: 3 clusters Score -3269124 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16526 members 
Mstep: Class 2 contains 828 members 
Entering Unmasked Estep 
Score: -3269188.500000 Penalty: 4841.743164
	Iteration 38Q: 3 clusters Score -3269188 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16589 members 
Mstep: Class 2 contains 765 members 
Entering Unmasked Estep 
Score: -3269239.000000 Penalty: 4841.743164
	Iteration 39Q: 3 clusters Score -3269239 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16648 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -3269273.750000 Penalty: 4841.743164
	Iteration 40F: 3 clusters Score -3269274 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16697 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3269306.000000 Penalty: 4841.743164
	Iteration 41Q: 3 clusters Score -3269306 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3269342.000000 Penalty: 4841.743164
	Iteration 42Q: 3 clusters Score -3269342 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16758 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -3269364.750000 Penalty: 4841.743164
	Iteration 43Q: 3 clusters Score -3269365 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16788 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3269389.750000 Penalty: 4841.743164
	Iteration 44Q: 3 clusters Score -3269390 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16811 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -3269410.750000 Penalty: 4841.743164
	Iteration 45Q: 3 clusters Score -3269411 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16824 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -3269427.750000 Penalty: 4841.743164
	Iteration 46Q: 3 clusters Score -3269428 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16844 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -3269447.000000 Penalty: 4841.743164
	Iteration 47Q: 3 clusters Score -3269447 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -3269466.250000 Penalty: 4841.743164
	Iteration 48Q: 3 clusters Score -3269466 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16873 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -3269478.500000 Penalty: 4841.743164
	Iteration 49Q: 3 clusters Score -3269478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16877 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3269479.750000 Penalty: 4841.743164
	Iteration 50Q: 3 clusters Score -3269480 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16879 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -3269485.500000 Penalty: 4841.743164
	Iteration 51Q: 3 clusters Score -3269486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16886 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -3269493.000000 Penalty: 4841.743164
	Iteration 52Q: 3 clusters Score -3269493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -3269496.000000 Penalty: 4841.743164
	Iteration 53Q: 3 clusters Score -3269496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16893 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -3269493.000000 Penalty: 4841.743164
	Iteration 54Q: 3 clusters Score -3269493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16894 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3269493.000000 Penalty: 4841.743164
	Iteration 55Q: 3 clusters Score -3269493 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16895 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -3269497.000000 Penalty: 4841.743164
	Iteration 56Q: 3 clusters Score -3269497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16897 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3269497.500000 Penalty: 4841.743164
	Iteration 57Q: 3 clusters Score -3269498 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3269499.250000 Penalty: 4841.743164
	Iteration 58Q: 3 clusters Score -3269499 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16899 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -3269499.250000 Penalty: 4841.743164
	Iteration 59F: 3 clusters Score -3269499 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27979 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27979 members 
Entering Unmasked Estep 
Score: -5346818.500000 Penalty: 2539.323975
	Iteration 0F: 2 clusters Score -5346818 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14083 members 
Mstep: Class 2 contains 13896 members 
Entering Unmasked Estep 
Score: -5327731.500000 Penalty: 5078.647949
	Iteration 0F: 3 clusters Score -5327732 nChanged 12700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14719 members 
Mstep: Class 2 contains 13260 members 
Entering Unmasked Estep 
Score: -5334706.500000 Penalty: 5078.647949
	Iteration 1F: 3 clusters Score -5334706 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15020 members 
Mstep: Class 2 contains 12959 members 
Entering Unmasked Estep 
Score: -5335149.000000 Penalty: 5078.647949
	Iteration 2Q: 3 clusters Score -5335149 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 12569 members 
Entering Unmasked Estep 
Score: -5335542.000000 Penalty: 5078.647949
	Iteration 3Q: 3 clusters Score -5335542 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15942 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -5335934.000000 Penalty: 5078.647949
	Iteration 4Q: 3 clusters Score -5335934 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16666 members 
Mstep: Class 2 contains 11313 members 
Entering Unmasked Estep 
Score: -5336377.000000 Penalty: 5078.647949
	Iteration 5Q: 3 clusters Score -5336377 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17572 members 
Mstep: Class 2 contains 10407 members 
Entering Unmasked Estep 
Score: -5336886.000000 Penalty: 5078.647949
	Iteration 6Q: 3 clusters Score -5336886 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18717 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -5337583.500000 Penalty: 5078.647949
	Iteration 7Q: 3 clusters Score -5337584 nChanged 1416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 7942 members 
Entering Unmasked Estep 
Score: -5338460.500000 Penalty: 5078.647949
	Iteration 8F: 3 clusters Score -5338460 nChanged 1594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -5339669.000000 Penalty: 5078.647949
	Iteration 9F: 3 clusters Score -5339669 nChanged 1549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23108 members 
Mstep: Class 2 contains 4871 members 
Entering Unmasked Estep 
Score: -5340899.000000 Penalty: 5078.647949
	Iteration 10F: 3 clusters Score -5340899 nChanged 1310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24376 members 
Mstep: Class 2 contains 3603 members 
Entering Unmasked Estep 
Score: -5342009.500000 Penalty: 5078.647949
	Iteration 11Q: 3 clusters Score -5342010 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25425 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -5342893.500000 Penalty: 5078.647949
	Iteration 12Q: 3 clusters Score -5342894 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26114 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -5343464.000000 Penalty: 5078.647949
	Iteration 13Q: 3 clusters Score -5343464 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26576 members 
Mstep: Class 2 contains 1403 members 
Entering Unmasked Estep 
Score: -5343844.000000 Penalty: 5078.647949
	Iteration 14Q: 3 clusters Score -5343844 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26854 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -5344055.500000 Penalty: 5078.647949
	Iteration 15Q: 3 clusters Score -5344056 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -5344196.500000 Penalty: 5078.647949
	Iteration 16Q: 3 clusters Score -5344196 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -5344301.000000 Penalty: 5078.647949
	Iteration 17Q: 3 clusters Score -5344301 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27247 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -5344379.000000 Penalty: 5078.647949
	Iteration 18Q: 3 clusters Score -5344379 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27302 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5344430.500000 Penalty: 5078.647949
	Iteration 19Q: 3 clusters Score -5344430 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27353 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5344474.500000 Penalty: 5078.647949
	Iteration 20F: 3 clusters Score -5344474 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27386 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -5344509.000000 Penalty: 5078.647949
	Iteration 21Q: 3 clusters Score -5344509 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27412 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5344534.500000 Penalty: 5078.647949
	Iteration 22Q: 3 clusters Score -5344534 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27436 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -5344557.000000 Penalty: 5078.647949
	Iteration 23Q: 3 clusters Score -5344557 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -5344566.000000 Penalty: 5078.647949
	Iteration 24Q: 3 clusters Score -5344566 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27452 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5344572.500000 Penalty: 5078.647949
	Iteration 25Q: 3 clusters Score -5344572 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27455 members 
Mstep: Class 2 contains 524 members 
Entering Unmasked Estep 
Score: -5344577.500000 Penalty: 5078.647949
	Iteration 26Q: 3 clusters Score -5344578 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -5344583.000000 Penalty: 5078.647949
	Iteration 27Q: 3 clusters Score -5344583 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27465 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -5344588.000000 Penalty: 5078.647949
	Iteration 28Q: 3 clusters Score -5344588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27470 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5344587.000000 Penalty: 5078.647949
	Iteration 29Q: 3 clusters Score -5344587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27475 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5344592.500000 Penalty: 5078.647949
	Iteration 30Q: 3 clusters Score -5344592 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27480 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -5344598.000000 Penalty: 5078.647949
	Iteration 31Q: 3 clusters Score -5344598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27484 members 
Mstep: Class 2 contains 495 members 
Entering Unmasked Estep 
Score: -5344599.000000 Penalty: 5078.647949
	Iteration 32Q: 3 clusters Score -5344599 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5344604.500000 Penalty: 5078.647949
	Iteration 33Q: 3 clusters Score -5344604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27490 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5344608.500000 Penalty: 5078.647949
	Iteration 34Q: 3 clusters Score -5344608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27491 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -5344609.500000 Penalty: 5078.647949
	Iteration 35Q: 3 clusters Score -5344610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27494 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -5344611.500000 Penalty: 5078.647949
	Iteration 36Q: 3 clusters Score -5344612 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5344618.000000 Penalty: 5078.647949
	Iteration 37Q: 3 clusters Score -5344618 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -5344618.000000 Penalty: 5078.647949
	Iteration 38F: 3 clusters Score -5344618 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59218 members 
Entering Unmasked Estep 
Score: -10720426.000000 Penalty: 2725.267334
	Iteration 0F: 2 clusters Score -1.072043e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29340 members 
Mstep: Class 2 contains 29878 members 
Entering Unmasked Estep 
Score: -10682148.000000 Penalty: 5450.534668
	Iteration 0F: 3 clusters Score -1.068215e+07 nChanged 27442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 32730 members 
Entering Unmasked Estep 
Score: -10697519.000000 Penalty: 5450.534668
	Iteration 1F: 3 clusters Score -1.069752e+07 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 34480 members 
Entering Unmasked Estep 
Score: -10698514.000000 Penalty: 5450.534668
	Iteration 2Q: 3 clusters Score -1.069851e+07 nChanged 3002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 36936 members 
Entering Unmasked Estep 
Score: -10699981.000000 Penalty: 5450.534668
	Iteration 3F: 3 clusters Score -1.069998e+07 nChanged 3580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19016 members 
Mstep: Class 2 contains 40202 members 
Entering Unmasked Estep 
Score: -10702160.000000 Penalty: 5450.534668
	Iteration 4F: 3 clusters Score -1.070216e+07 nChanged 4345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14813 members 
Mstep: Class 2 contains 44405 members 
Entering Unmasked Estep 
Score: -10705370.000000 Penalty: 5450.534668
	Iteration 5F: 3 clusters Score -1.070537e+07 nChanged 4740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10121 members 
Mstep: Class 2 contains 49097 members 
Entering Unmasked Estep 
Score: -10709278.000000 Penalty: 5450.534668
	Iteration 6F: 3 clusters Score -1.070928e+07 nChanged 4287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5850 members 
Mstep: Class 2 contains 53368 members 
Entering Unmasked Estep 
Score: -10713118.000000 Penalty: 5450.534668
	Iteration 7F: 3 clusters Score -1.071312e+07 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 56386 members 
Entering Unmasked Estep 
Score: -10715757.000000 Penalty: 5450.534668
	Iteration 8F: 3 clusters Score -1.071576e+07 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 57979 members 
Entering Unmasked Estep 
Score: -10717103.000000 Penalty: 5450.534668
	Iteration 9Q: 3 clusters Score -1.07171e+07 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 626 members 
Mstep: Class 2 contains 58592 members 
Entering Unmasked Estep 
Score: -10717651.000000 Penalty: 5450.534668
	Iteration 10Q: 3 clusters Score -1.071765e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 58807 members 
Entering Unmasked Estep 
Score: -10717892.000000 Penalty: 5450.534668
	Iteration 11Q: 3 clusters Score -1.071789e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 58889 members 
Entering Unmasked Estep 
Score: -10717997.000000 Penalty: 5450.534668
	Iteration 12Q: 3 clusters Score -1.0718e+07 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 58932 members 
Entering Unmasked Estep 
Score: -10718070.000000 Penalty: 5450.534668
	Iteration 13Q: 3 clusters Score -1.071807e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 58946 members 
Entering Unmasked Estep 
Score: -10718129.000000 Penalty: 5450.534668
	Iteration 14Q: 3 clusters Score -1.071813e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 58956 members 
Entering Unmasked Estep 
Score: -10718146.000000 Penalty: 5450.534668
	Iteration 15Q: 3 clusters Score -1.071815e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 58964 members 
Entering Unmasked Estep 
Score: -10718161.000000 Penalty: 5450.534668
	Iteration 16Q: 3 clusters Score -1.071816e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 58970 members 
Entering Unmasked Estep 
Score: -10718159.000000 Penalty: 5450.534668
	Iteration 17Q: 3 clusters Score -1.071816e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 58974 members 
Entering Unmasked Estep 
Score: -10718166.000000 Penalty: 5450.534668
	Iteration 18Q: 3 clusters Score -1.071817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 58977 members 
Entering Unmasked Estep 
Score: -10718173.000000 Penalty: 5450.534668
	Iteration 19Q: 3 clusters Score -1.071817e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 58980 members 
Entering Unmasked Estep 
Score: -10718179.000000 Penalty: 5450.534668
	Iteration 20F: 3 clusters Score -1.071818e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -10718178.000000 Penalty: 5450.534668
	Iteration 21Q: 3 clusters Score -1.071818e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 58981 members 
Entering Unmasked Estep 
Score: -10718178.000000 Penalty: 5450.534668
	Iteration 22F: 3 clusters Score -1.071818e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (506 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Entering Unmasked Estep 
Score: -91672.632812 Penalty: 1544.181152
	Iteration 0F: 2 clusters Score -91672.63 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -90254.937500 Penalty: 3088.362305
	Iteration 0F: 3 clusters Score -90254.94 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -90494.078125 Penalty: 3088.362305
	Iteration 1F: 3 clusters Score -90494.08 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -90586.757812 Penalty: 3088.362305
	Iteration 2F: 3 clusters Score -90586.76 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -90614.101562 Penalty: 3088.362305
	Iteration 3Q: 3 clusters Score -90614.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -90627.890625 Penalty: 3088.362305
	Iteration 4Q: 3 clusters Score -90627.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -90637.789062 Penalty: 3088.362305
	Iteration 5Q: 3 clusters Score -90637.79 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -90648.320312 Penalty: 3088.362305
	Iteration 6Q: 3 clusters Score -90648.32 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -90649.882812 Penalty: 3088.362305
	Iteration 7Q: 3 clusters Score -90649.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -90650.382812 Penalty: 3088.362305
	Iteration 8Q: 3 clusters Score -90650.38 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -90651.179688 Penalty: 3088.362305
	Iteration 9Q: 3 clusters Score -90651.18 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -90651.179688 Penalty: 3088.362305
	Iteration 10F: 3 clusters Score -90651.18 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (17401 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17401 members 
Entering Unmasked Estep 
Score: -3483873.250000 Penalty: 2421.542236
	Iteration 0F: 2 clusters Score -3483873 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8727 members 
Mstep: Class 2 contains 8674 members 
Entering Unmasked Estep 
Score: -3471567.000000 Penalty: 4843.084473
	Iteration 0F: 3 clusters Score -3471567 nChanged 7504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8931 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -3475421.250000 Penalty: 4843.084473
	Iteration 1F: 3 clusters Score -3475421 nChanged 899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 8299 members 
Entering Unmasked Estep 
Score: -3475728.500000 Penalty: 4843.084473
	Iteration 2F: 3 clusters Score -3475728 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9309 members 
Mstep: Class 2 contains 8092 members 
Entering Unmasked Estep 
Score: -3476018.750000 Penalty: 4843.084473
	Iteration 3Q: 3 clusters Score -3476019 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 7808 members 
Entering Unmasked Estep 
Score: -3476304.500000 Penalty: 4843.084473
	Iteration 4Q: 3 clusters Score -3476304 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 7443 members 
Entering Unmasked Estep 
Score: -3476640.000000 Penalty: 4843.084473
	Iteration 5Q: 3 clusters Score -3476640 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10435 members 
Mstep: Class 2 contains 6966 members 
Entering Unmasked Estep 
Score: -3477048.500000 Penalty: 4843.084473
	Iteration 6Q: 3 clusters Score -3477048 nChanged 893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11006 members 
Mstep: Class 2 contains 6395 members 
Entering Unmasked Estep 
Score: -3477610.500000 Penalty: 4843.084473
	Iteration 7F: 3 clusters Score -3477610 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3478266.000000 Penalty: 4843.084473
	Iteration 8F: 3 clusters Score -3478266 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 4972 members 
Entering Unmasked Estep 
Score: -3479036.750000 Penalty: 4843.084473
	Iteration 9F: 3 clusters Score -3479037 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13076 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -3479920.250000 Penalty: 4843.084473
	Iteration 10F: 3 clusters Score -3479920 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 3854 members 
Entering Unmasked Estep 
Score: -3480693.000000 Penalty: 4843.084473
	Iteration 11Q: 3 clusters Score -3480693 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13811 members 
Mstep: Class 2 contains 3590 members 
Entering Unmasked Estep 
Score: -3481172.250000 Penalty: 4843.084473
	Iteration 12Q: 3 clusters Score -3481172 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13975 members 
Mstep: Class 2 contains 3426 members 
Entering Unmasked Estep 
Score: -3481418.500000 Penalty: 4843.084473
	Iteration 13Q: 3 clusters Score -3481418 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14086 members 
Mstep: Class 2 contains 3315 members 
Entering Unmasked Estep 
Score: -3481570.000000 Penalty: 4843.084473
	Iteration 14Q: 3 clusters Score -3481570 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14152 members 
Mstep: Class 2 contains 3249 members 
Entering Unmasked Estep 
Score: -3481665.500000 Penalty: 4843.084473
	Iteration 15Q: 3 clusters Score -3481666 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14209 members 
Mstep: Class 2 contains 3192 members 
Entering Unmasked Estep 
Score: -3481706.250000 Penalty: 4843.084473
	Iteration 16Q: 3 clusters Score -3481706 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14271 members 
Mstep: Class 2 contains 3130 members 
Entering Unmasked Estep 
Score: -3481730.000000 Penalty: 4843.084473
	Iteration 17Q: 3 clusters Score -3481730 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3070 members 
Entering Unmasked Estep 
Score: -3481756.500000 Penalty: 4843.084473
	Iteration 18Q: 3 clusters Score -3481756 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14378 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -3481773.500000 Penalty: 4843.084473
	Iteration 19Q: 3 clusters Score -3481774 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14419 members 
Mstep: Class 2 contains 2982 members 
Entering Unmasked Estep 
Score: -3481782.250000 Penalty: 4843.084473
	Iteration 20F: 3 clusters Score -3481782 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14450 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3481797.000000 Penalty: 4843.084473
	Iteration 21Q: 3 clusters Score -3481797 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14476 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -3481797.250000 Penalty: 4843.084473
	Iteration 22Q: 3 clusters Score -3481797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14498 members 
Mstep: Class 2 contains 2903 members 
Entering Unmasked Estep 
Score: -3481806.000000 Penalty: 4843.084473
	Iteration 23Q: 3 clusters Score -3481806 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14512 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -3481809.000000 Penalty: 4843.084473
	Iteration 24Q: 3 clusters Score -3481809 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14521 members 
Mstep: Class 2 contains 2880 members 
Entering Unmasked Estep 
Score: -3481809.750000 Penalty: 4843.084473
	Iteration 25Q: 3 clusters Score -3481810 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14529 members 
Mstep: Class 2 contains 2872 members 
Entering Unmasked Estep 
Score: -3481811.500000 Penalty: 4843.084473
	Iteration 26Q: 3 clusters Score -3481812 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14534 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -3481807.500000 Penalty: 4843.084473
	Iteration 27Q: 3 clusters Score -3481808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14542 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -3481817.500000 Penalty: 4843.084473
	Iteration 28Q: 3 clusters Score -3481818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3481818.500000 Penalty: 4843.084473
	Iteration 29Q: 3 clusters Score -3481818 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14555 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3481817.750000 Penalty: 4843.084473
	Iteration 30Q: 3 clusters Score -3481818 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14564 members 
Mstep: Class 2 contains 2837 members 
Entering Unmasked Estep 
Score: -3481818.250000 Penalty: 4843.084473
	Iteration 31Q: 3 clusters Score -3481818 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14569 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -3481818.750000 Penalty: 4843.084473
	Iteration 32Q: 3 clusters Score -3481819 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14576 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -3481822.500000 Penalty: 4843.084473
	Iteration 33Q: 3 clusters Score -3481822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14584 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -3481823.750000 Penalty: 4843.084473
	Iteration 34Q: 3 clusters Score -3481824 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -3481825.000000 Penalty: 4843.084473
	Iteration 35Q: 3 clusters Score -3481825 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14591 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -3481821.500000 Penalty: 4843.084473
	Iteration 36Q: 3 clusters Score -3481822 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14599 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3481823.750000 Penalty: 4843.084473
	Iteration 37Q: 3 clusters Score -3481824 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14604 members 
Mstep: Class 2 contains 2797 members 
Entering Unmasked Estep 
Score: -3481827.000000 Penalty: 4843.084473
	Iteration 38Q: 3 clusters Score -3481827 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14608 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -3481829.750000 Penalty: 4843.084473
	Iteration 39Q: 3 clusters Score -3481830 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14614 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3481828.000000 Penalty: 4843.084473
	Iteration 40F: 3 clusters Score -3481828 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14623 members 
Mstep: Class 2 contains 2778 members 
Entering Unmasked Estep 
Score: -3481829.750000 Penalty: 4843.084473
	Iteration 41Q: 3 clusters Score -3481830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14630 members 
Mstep: Class 2 contains 2771 members 
Entering Unmasked Estep 
Score: -3481833.250000 Penalty: 4843.084473
	Iteration 42Q: 3 clusters Score -3481833 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14635 members 
Mstep: Class 2 contains 2766 members 
Entering Unmasked Estep 
Score: -3481834.500000 Penalty: 4843.084473
	Iteration 43Q: 3 clusters Score -3481834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3481834.500000 Penalty: 4843.084473
	Iteration 44Q: 3 clusters Score -3481834 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14637 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -3481834.500000 Penalty: 4843.084473
	Iteration 45F: 3 clusters Score -3481834 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9477 members 
Entering Unmasked Estep 
Score: -1800547.000000 Penalty: 2270.842529
	Iteration 0F: 2 clusters Score -1800547 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4788 members 
Mstep: Class 2 contains 4689 members 
Entering Unmasked Estep 
Score: -1793096.250000 Penalty: 4541.685059
	Iteration 0F: 3 clusters Score -1793096 nChanged 3894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -1795137.500000 Penalty: 4541.685059
	Iteration 1F: 3 clusters Score -1795138 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4964 members 
Mstep: Class 2 contains 4513 members 
Entering Unmasked Estep 
Score: -1795385.250000 Penalty: 4541.685059
	Iteration 2F: 3 clusters Score -1795385 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5049 members 
Mstep: Class 2 contains 4428 members 
Entering Unmasked Estep 
Score: -1795573.875000 Penalty: 4541.685059
	Iteration 3Q: 3 clusters Score -1795574 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5164 members 
Mstep: Class 2 contains 4313 members 
Entering Unmasked Estep 
Score: -1795729.000000 Penalty: 4541.685059
	Iteration 4Q: 3 clusters Score -1795729 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5315 members 
Mstep: Class 2 contains 4162 members 
Entering Unmasked Estep 
Score: -1795858.625000 Penalty: 4541.685059
	Iteration 5Q: 3 clusters Score -1795859 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 3989 members 
Entering Unmasked Estep 
Score: -1795971.000000 Penalty: 4541.685059
	Iteration 6Q: 3 clusters Score -1795971 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5668 members 
Mstep: Class 2 contains 3809 members 
Entering Unmasked Estep 
Score: -1796081.875000 Penalty: 4541.685059
	Iteration 7Q: 3 clusters Score -1796082 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5886 members 
Mstep: Class 2 contains 3591 members 
Entering Unmasked Estep 
Score: -1796204.125000 Penalty: 4541.685059
	Iteration 8Q: 3 clusters Score -1796204 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6143 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1796355.250000 Penalty: 4541.685059
	Iteration 9Q: 3 clusters Score -1796355 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6448 members 
Mstep: Class 2 contains 3029 members 
Entering Unmasked Estep 
Score: -1796511.125000 Penalty: 4541.685059
	Iteration 10Q: 3 clusters Score -1796511 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1796702.625000 Penalty: 4541.685059
	Iteration 11Q: 3 clusters Score -1796703 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7122 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1796939.250000 Penalty: 4541.685059
	Iteration 12Q: 3 clusters Score -1796939 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -1797164.500000 Penalty: 4541.685059
	Iteration 13Q: 3 clusters Score -1797164 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7787 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -1797377.875000 Penalty: 4541.685059
	Iteration 14Q: 3 clusters Score -1797378 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8086 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -1797590.125000 Penalty: 4541.685059
	Iteration 15Q: 3 clusters Score -1797590 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -1797777.750000 Penalty: 4541.685059
	Iteration 16Q: 3 clusters Score -1797778 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8536 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -1797940.500000 Penalty: 4541.685059
	Iteration 17Q: 3 clusters Score -1797940 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8698 members 
Mstep: Class 2 contains 779 members 
Entering Unmasked Estep 
Score: -1798074.625000 Penalty: 4541.685059
	Iteration 18Q: 3 clusters Score -1798075 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8820 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -1798175.125000 Penalty: 4541.685059
	Iteration 19Q: 3 clusters Score -1798175 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8900 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -1798248.125000 Penalty: 4541.685059
	Iteration 20F: 3 clusters Score -1798248 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 515 members 
Entering Unmasked Estep 
Score: -1798316.375000 Penalty: 4541.685059
	Iteration 21Q: 3 clusters Score -1798316 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9019 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1798377.125000 Penalty: 4541.685059
	Iteration 22Q: 3 clusters Score -1798377 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1798420.375000 Penalty: 4541.685059
	Iteration 23Q: 3 clusters Score -1798420 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -1798442.500000 Penalty: 4541.685059
	Iteration 24Q: 3 clusters Score -1798442 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9102 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -1798473.000000 Penalty: 4541.685059
	Iteration 25Q: 3 clusters Score -1798473 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9115 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -1798488.500000 Penalty: 4541.685059
	Iteration 26Q: 3 clusters Score -1798488 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9128 members 
Mstep: Class 2 contains 349 members 
Entering Unmasked Estep 
Score: -1798503.625000 Penalty: 4541.685059
	Iteration 27Q: 3 clusters Score -1798504 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9134 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -1798519.375000 Penalty: 4541.685059
	Iteration 28Q: 3 clusters Score -1798519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -1798524.875000 Penalty: 4541.685059
	Iteration 29Q: 3 clusters Score -1798525 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9147 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -1798536.375000 Penalty: 4541.685059
	Iteration 30Q: 3 clusters Score -1798536 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9149 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -1798538.875000 Penalty: 4541.685059
	Iteration 31Q: 3 clusters Score -1798539 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -1798549.125000 Penalty: 4541.685059
	Iteration 32Q: 3 clusters Score -1798549 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9158 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -1798554.375000 Penalty: 4541.685059
	Iteration 33Q: 3 clusters Score -1798554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -1798559.125000 Penalty: 4541.685059
	Iteration 34Q: 3 clusters Score -1798559 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -1798561.875000 Penalty: 4541.685059
	Iteration 35Q: 3 clusters Score -1798562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9168 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -1798563.250000 Penalty: 4541.685059
	Iteration 36Q: 3 clusters Score -1798563 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -1798567.000000 Penalty: 4541.685059
	Iteration 37Q: 3 clusters Score -1798567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -1798570.875000 Penalty: 4541.685059
	Iteration 38Q: 3 clusters Score -1798571 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9175 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -1798574.875000 Penalty: 4541.685059
	Iteration 39Q: 3 clusters Score -1798575 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9176 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -1798577.000000 Penalty: 4541.685059
	Iteration 40F: 3 clusters Score -1798577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9178 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -1798579.000000 Penalty: 4541.685059
	Iteration 41Q: 3 clusters Score -1798579 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1798584.250000 Penalty: 4541.685059
	Iteration 42Q: 3 clusters Score -1798584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9181 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -1798586.750000 Penalty: 4541.685059
	Iteration 43Q: 3 clusters Score -1798587 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1798584.500000 Penalty: 4541.685059
	Iteration 44Q: 3 clusters Score -1798584 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9182 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -1798584.500000 Penalty: 4541.685059
	Iteration 45F: 3 clusters Score -1798584 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Entering Unmasked Estep 
Score: -180866.062500 Penalty: 1738.333374
	Iteration 0F: 2 clusters Score -180866.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -178969.156250 Penalty: 3476.666748
	Iteration 0F: 3 clusters Score -178969.2 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -179370.265625 Penalty: 3476.666748
	Iteration 1F: 3 clusters Score -179370.3 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -179616.781250 Penalty: 3476.666748
	Iteration 2F: 3 clusters Score -179616.8 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -179851.734375 Penalty: 3476.666748
	Iteration 3F: 3 clusters Score -179851.7 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -180190.062500 Penalty: 3476.666748
	Iteration 4F: 3 clusters Score -180190.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -180427.109375 Penalty: 3476.666748
	Iteration 5F: 3 clusters Score -180427.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -180534.625000 Penalty: 3476.666748
	Iteration 6Q: 3 clusters Score -180534.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -180585.078125 Penalty: 3476.666748
	Iteration 7Q: 3 clusters Score -180585.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -180622.656250 Penalty: 3476.666748
	Iteration 8Q: 3 clusters Score -180622.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -180683.890625 Penalty: 3476.666748
	Iteration 9Q: 3 clusters Score -180683.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -180751.265625 Penalty: 3476.666748
	Iteration 10Q: 3 clusters Score -180751.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -180774.281250 Penalty: 3476.666748
	Iteration 11Q: 3 clusters Score -180774.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -180780.234375 Penalty: 3476.666748
	Iteration 12Q: 3 clusters Score -180780.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -180783.562500 Penalty: 3476.666748
	Iteration 13Q: 3 clusters Score -180783.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 271 members 
Entering Unmasked Estep 
Score: -180784.218750 Penalty: 3476.666748
	Iteration 14Q: 3 clusters Score -180784.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -180785.500000 Penalty: 3476.666748
	Iteration 15Q: 3 clusters Score -180785.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 272 members 
Entering Unmasked Estep 
Score: -180786.031250 Penalty: 3476.666748
	Iteration 16F: 3 clusters Score -180786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -180793.828125 Penalty: 3476.666748
	Iteration 17Q: 3 clusters Score -180793.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -180801.812500 Penalty: 3476.666748
	Iteration 18Q: 3 clusters Score -180801.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -180802.218750 Penalty: 3476.666748
	Iteration 19Q: 3 clusters Score -180802.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -180802.218750 Penalty: 3476.666748
	Iteration 20F: 3 clusters Score -180802.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (38591 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38591 members 
Entering Unmasked Estep 
Score: -7265132.500000 Penalty: 2619.072266
	Iteration 0F: 2 clusters Score -7265132 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19201 members 
Mstep: Class 2 contains 19390 members 
Entering Unmasked Estep 
Score: -7239443.000000 Penalty: 5238.144531
	Iteration 0F: 3 clusters Score -7239443 nChanged 17463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18508 members 
Mstep: Class 2 contains 20083 members 
Entering Unmasked Estep 
Score: -7248841.500000 Penalty: 5238.144531
	Iteration 1F: 3 clusters Score -7248842 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -7249305.500000 Penalty: 5238.144531
	Iteration 2Q: 3 clusters Score -7249306 nChanged 1462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17453 members 
Mstep: Class 2 contains 21138 members 
Entering Unmasked Estep 
Score: -7249705.000000 Penalty: 5238.144531
	Iteration 3Q: 3 clusters Score -7249705 nChanged 1458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 21982 members 
Entering Unmasked Estep 
Score: -7250198.500000 Penalty: 5238.144531
	Iteration 4Q: 3 clusters Score -7250198 nChanged 1573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 23181 members 
Entering Unmasked Estep 
Score: -7250750.500000 Penalty: 5238.144531
	Iteration 5Q: 3 clusters Score -7250750 nChanged 1785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13817 members 
Mstep: Class 2 contains 24774 members 
Entering Unmasked Estep 
Score: -7251678.000000 Penalty: 5238.144531
	Iteration 6Q: 3 clusters Score -7251678 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11709 members 
Mstep: Class 2 contains 26882 members 
Entering Unmasked Estep 
Score: -7253054.500000 Penalty: 5238.144531
	Iteration 7F: 3 clusters Score -7253054 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9209 members 
Mstep: Class 2 contains 29382 members 
Entering Unmasked Estep 
Score: -7254944.000000 Penalty: 5238.144531
	Iteration 8F: 3 clusters Score -7254944 nChanged 2605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6626 members 
Mstep: Class 2 contains 31965 members 
Entering Unmasked Estep 
Score: -7257203.000000 Penalty: 5238.144531
	Iteration 9F: 3 clusters Score -7257203 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4322 members 
Mstep: Class 2 contains 34269 members 
Entering Unmasked Estep 
Score: -7259133.500000 Penalty: 5238.144531
	Iteration 10F: 3 clusters Score -7259134 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2601 members 
Mstep: Class 2 contains 35990 members 
Entering Unmasked Estep 
Score: -7260625.500000 Penalty: 5238.144531
	Iteration 11Q: 3 clusters Score -7260626 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1536 members 
Mstep: Class 2 contains 37055 members 
Entering Unmasked Estep 
Score: -7261580.500000 Penalty: 5238.144531
	Iteration 12Q: 3 clusters Score -7261580 nChanged 575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 37622 members 
Entering Unmasked Estep 
Score: -7262111.500000 Penalty: 5238.144531
	Iteration 13Q: 3 clusters Score -7262112 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 37923 members 
Entering Unmasked Estep 
Score: -7262407.000000 Penalty: 5238.144531
	Iteration 14Q: 3 clusters Score -7262407 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 38071 members 
Entering Unmasked Estep 
Score: -7262576.500000 Penalty: 5238.144531
	Iteration 15Q: 3 clusters Score -7262576 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 38142 members 
Entering Unmasked Estep 
Score: -7262650.000000 Penalty: 5238.144531
	Iteration 16Q: 3 clusters Score -7262650 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 38176 members 
Entering Unmasked Estep 
Score: -7262718.000000 Penalty: 5238.144531
	Iteration 17Q: 3 clusters Score -7262718 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 38191 members 
Entering Unmasked Estep 
Score: -7262751.500000 Penalty: 5238.144531
	Iteration 18Q: 3 clusters Score -7262752 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 38215 members 
Entering Unmasked Estep 
Score: -7262784.000000 Penalty: 5238.144531
	Iteration 19Q: 3 clusters Score -7262784 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 38220 members 
Entering Unmasked Estep 
Score: -7262803.000000 Penalty: 5238.144531
	Iteration 20F: 3 clusters Score -7262803 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 38223 members 
Entering Unmasked Estep 
Score: -7262805.000000 Penalty: 5238.144531
	Iteration 21Q: 3 clusters Score -7262805 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 38227 members 
Entering Unmasked Estep 
Score: -7262805.500000 Penalty: 5238.144531
	Iteration 22Q: 3 clusters Score -7262806 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 38231 members 
Entering Unmasked Estep 
Score: -7262811.500000 Penalty: 5238.144531
	Iteration 23Q: 3 clusters Score -7262812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 38234 members 
Entering Unmasked Estep 
Score: -7262814.500000 Penalty: 5238.144531
	Iteration 24Q: 3 clusters Score -7262814 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -7262823.000000 Penalty: 5238.144531
	Iteration 25Q: 3 clusters Score -7262823 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 38238 members 
Entering Unmasked Estep 
Score: -7262830.500000 Penalty: 5238.144531
	Iteration 26Q: 3 clusters Score -7262830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -7262832.000000 Penalty: 5238.144531
	Iteration 27Q: 3 clusters Score -7262832 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -7262830.000000 Penalty: 5238.144531
	Iteration 28Q: 3 clusters Score -7262830 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 38240 members 
Entering Unmasked Estep 
Score: -7262830.000000 Penalty: 5238.144531
	Iteration 29F: 3 clusters Score -7262830 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5805 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5805 members 
Entering Unmasked Estep 
Score: -1039130.625000 Penalty: 2149.285889
	Iteration 0F: 2 clusters Score -1039131 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2808 members 
Mstep: Class 2 contains 2997 members 
Entering Unmasked Estep 
Score: -1034107.625000 Penalty: 4298.571777
	Iteration 0F: 3 clusters Score -1034108 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -1035403.687500 Penalty: 4298.571777
	Iteration 1F: 3 clusters Score -1035404 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2384 members 
Mstep: Class 2 contains 3421 members 
Entering Unmasked Estep 
Score: -1035620.125000 Penalty: 4298.571777
	Iteration 2F: 3 clusters Score -1035620 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 3606 members 
Entering Unmasked Estep 
Score: -1035807.437500 Penalty: 4298.571777
	Iteration 3F: 3 clusters Score -1035807 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3797 members 
Entering Unmasked Estep 
Score: -1035971.250000 Penalty: 4298.571777
	Iteration 4Q: 3 clusters Score -1035971 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 3992 members 
Entering Unmasked Estep 
Score: -1036121.312500 Penalty: 4298.571777
	Iteration 5Q: 3 clusters Score -1036121 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1648 members 
Mstep: Class 2 contains 4157 members 
Entering Unmasked Estep 
Score: -1036250.125000 Penalty: 4298.571777
	Iteration 6Q: 3 clusters Score -1036250 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1036378.687500 Penalty: 4298.571777
	Iteration 7Q: 3 clusters Score -1036379 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 4502 members 
Entering Unmasked Estep 
Score: -1036530.562500 Penalty: 4298.571777
	Iteration 8Q: 3 clusters Score -1036531 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 4674 members 
Entering Unmasked Estep 
Score: -1036690.437500 Penalty: 4298.571777
	Iteration 9Q: 3 clusters Score -1036690 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 4841 members 
Entering Unmasked Estep 
Score: -1036824.062500 Penalty: 4298.571777
	Iteration 10Q: 3 clusters Score -1036824 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 834 members 
Mstep: Class 2 contains 4971 members 
Entering Unmasked Estep 
Score: -1036934.312500 Penalty: 4298.571777
	Iteration 11Q: 3 clusters Score -1036934 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 5088 members 
Entering Unmasked Estep 
Score: -1037033.875000 Penalty: 4298.571777
	Iteration 12Q: 3 clusters Score -1037034 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 5183 members 
Entering Unmasked Estep 
Score: -1037124.875000 Penalty: 4298.571777
	Iteration 13Q: 3 clusters Score -1037125 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -1037194.937500 Penalty: 4298.571777
	Iteration 14Q: 3 clusters Score -1037195 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 5305 members 
Entering Unmasked Estep 
Score: -1037236.750000 Penalty: 4298.571777
	Iteration 15Q: 3 clusters Score -1037237 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 5340 members 
Entering Unmasked Estep 
Score: -1037276.500000 Penalty: 4298.571777
	Iteration 16Q: 3 clusters Score -1037276 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1037303.437500 Penalty: 4298.571777
	Iteration 17Q: 3 clusters Score -1037303 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 5394 members 
Entering Unmasked Estep 
Score: -1037322.500000 Penalty: 4298.571777
	Iteration 18Q: 3 clusters Score -1037322 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -1037332.625000 Penalty: 4298.571777
	Iteration 19Q: 3 clusters Score -1037333 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 5419 members 
Entering Unmasked Estep 
Score: -1037346.000000 Penalty: 4298.571777
	Iteration 20F: 3 clusters Score -1037346 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 5422 members 
Entering Unmasked Estep 
Score: -1037353.062500 Penalty: 4298.571777
	Iteration 21Q: 3 clusters Score -1037353 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 5427 members 
Entering Unmasked Estep 
Score: -1037360.187500 Penalty: 4298.571777
	Iteration 22Q: 3 clusters Score -1037360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 5431 members 
Entering Unmasked Estep 
Score: -1037371.375000 Penalty: 4298.571777
	Iteration 23Q: 3 clusters Score -1037371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 5438 members 
Entering Unmasked Estep 
Score: -1037381.375000 Penalty: 4298.571777
	Iteration 24Q: 3 clusters Score -1037381 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1037394.562500 Penalty: 4298.571777
	Iteration 25Q: 3 clusters Score -1037395 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1037398.000000 Penalty: 4298.571777
	Iteration 26Q: 3 clusters Score -1037398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1037405.250000 Penalty: 4298.571777
	Iteration 27Q: 3 clusters Score -1037405 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1037410.750000 Penalty: 4298.571777
	Iteration 28Q: 3 clusters Score -1037411 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1037416.125000 Penalty: 4298.571777
	Iteration 29Q: 3 clusters Score -1037416 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 5456 members 
Entering Unmasked Estep 
Score: -1037421.812500 Penalty: 4298.571777
	Iteration 30Q: 3 clusters Score -1037422 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1037438.375000 Penalty: 4298.571777
	Iteration 31Q: 3 clusters Score -1037438 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 5459 members 
Entering Unmasked Estep 
Score: -1037445.062500 Penalty: 4298.571777
	Iteration 32Q: 3 clusters Score -1037445 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -1037453.000000 Penalty: 4298.571777
	Iteration 33Q: 3 clusters Score -1037453 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 5467 members 
Entering Unmasked Estep 
Score: -1037461.812500 Penalty: 4298.571777
	Iteration 34Q: 3 clusters Score -1037462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 5474 members 
Entering Unmasked Estep 
Score: -1037471.687500 Penalty: 4298.571777
	Iteration 35Q: 3 clusters Score -1037472 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 5478 members 
Entering Unmasked Estep 
Score: -1037481.062500 Penalty: 4298.571777
	Iteration 36Q: 3 clusters Score -1037481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -1037491.875000 Penalty: 4298.571777
	Iteration 37Q: 3 clusters Score -1037492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 5488 members 
Entering Unmasked Estep 
Score: -1037501.000000 Penalty: 4298.571777
	Iteration 38Q: 3 clusters Score -1037501 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1037511.187500 Penalty: 4298.571777
	Iteration 39Q: 3 clusters Score -1037511 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1037514.125000 Penalty: 4298.571777
	Iteration 40F: 3 clusters Score -1037514 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 5495 members 
Entering Unmasked Estep 
Score: -1037517.000000 Penalty: 4298.571777
	Iteration 41Q: 3 clusters Score -1037517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1037521.250000 Penalty: 4298.571777
	Iteration 42Q: 3 clusters Score -1037521 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 5498 members 
Entering Unmasked Estep 
Score: -1037522.750000 Penalty: 4298.571777
	Iteration 43Q: 3 clusters Score -1037523 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1037523.187500 Penalty: 4298.571777
	Iteration 44Q: 3 clusters Score -1037523 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 5497 members 
Entering Unmasked Estep 
Score: -1037523.187500 Penalty: 4298.571777
	Iteration 45F: 3 clusters Score -1037523 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5819 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5819 members 
Entering Unmasked Estep 
Score: -1018510.625000 Penalty: 2149.883057
	Iteration 0F: 2 clusters Score -1018511 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -1013500.687500 Penalty: 4299.766113
	Iteration 0F: 3 clusters Score -1013501 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -1014841.937500 Penalty: 4299.766113
	Iteration 1F: 3 clusters Score -1014842 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3052 members 
Mstep: Class 2 contains 2767 members 
Entering Unmasked Estep 
Score: -1015166.437500 Penalty: 4299.766113
	Iteration 2F: 3 clusters Score -1015166 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3094 members 
Mstep: Class 2 contains 2725 members 
Entering Unmasked Estep 
Score: -1015419.937500 Penalty: 4299.766113
	Iteration 3F: 3 clusters Score -1015420 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 2645 members 
Entering Unmasked Estep 
Score: -1015656.375000 Penalty: 4299.766113
	Iteration 4F: 3 clusters Score -1015656 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1015916.562500 Penalty: 4299.766113
	Iteration 5F: 3 clusters Score -1015917 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -1016184.187500 Penalty: 4299.766113
	Iteration 6F: 3 clusters Score -1016184 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3312 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -1016451.250000 Penalty: 4299.766113
	Iteration 7Q: 3 clusters Score -1016451 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 2475 members 
Entering Unmasked Estep 
Score: -1016761.125000 Penalty: 4299.766113
	Iteration 8Q: 3 clusters Score -1016761 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3347 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1017068.687500 Penalty: 4299.766113
	Iteration 9Q: 3 clusters Score -1017069 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3339 members 
Mstep: Class 2 contains 2480 members 
Entering Unmasked Estep 
Score: -1017336.937500 Penalty: 4299.766113
	Iteration 10Q: 3 clusters Score -1017337 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -1017537.875000 Penalty: 4299.766113
	Iteration 11Q: 3 clusters Score -1017538 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -1017650.375000 Penalty: 4299.766113
	Iteration 12Q: 3 clusters Score -1017650 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -1017727.812500 Penalty: 4299.766113
	Iteration 13Q: 3 clusters Score -1017728 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1017778.062500 Penalty: 4299.766113
	Iteration 14Q: 3 clusters Score -1017778 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3444 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -1017810.875000 Penalty: 4299.766113
	Iteration 15Q: 3 clusters Score -1017811 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 2330 members 
Entering Unmasked Estep 
Score: -1017837.937500 Penalty: 4299.766113
	Iteration 16Q: 3 clusters Score -1017838 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1017859.687500 Penalty: 4299.766113
	Iteration 17Q: 3 clusters Score -1017860 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -1017874.375000 Penalty: 4299.766113
	Iteration 18Q: 3 clusters Score -1017874 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3591 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -1017894.750000 Penalty: 4299.766113
	Iteration 19Q: 3 clusters Score -1017895 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -1017916.500000 Penalty: 4299.766113
	Iteration 20F: 3 clusters Score -1017916 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 2161 members 
Entering Unmasked Estep 
Score: -1017935.250000 Penalty: 4299.766113
	Iteration 21Q: 3 clusters Score -1017935 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -1017946.062500 Penalty: 4299.766113
	Iteration 22Q: 3 clusters Score -1017946 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1017956.000000 Penalty: 4299.766113
	Iteration 23Q: 3 clusters Score -1017956 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 2105 members 
Entering Unmasked Estep 
Score: -1017966.500000 Penalty: 4299.766113
	Iteration 24Q: 3 clusters Score -1017966 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1017975.500000 Penalty: 4299.766113
	Iteration 25Q: 3 clusters Score -1017976 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1017978.875000 Penalty: 4299.766113
	Iteration 26Q: 3 clusters Score -1017979 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3761 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1017988.500000 Penalty: 4299.766113
	Iteration 27Q: 3 clusters Score -1017988 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1017998.375000 Penalty: 4299.766113
	Iteration 28Q: 3 clusters Score -1017998 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1018004.500000 Penalty: 4299.766113
	Iteration 29Q: 3 clusters Score -1018004 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3827 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1018018.875000 Penalty: 4299.766113
	Iteration 30Q: 3 clusters Score -1018019 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -1018026.500000 Penalty: 4299.766113
	Iteration 31Q: 3 clusters Score -1018026 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3872 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1018040.000000 Penalty: 4299.766113
	Iteration 32Q: 3 clusters Score -1018040 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 1927 members 
Entering Unmasked Estep 
Score: -1018048.500000 Penalty: 4299.766113
	Iteration 33Q: 3 clusters Score -1018048 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -1018053.000000 Penalty: 4299.766113
	Iteration 34Q: 3 clusters Score -1018053 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -1018051.875000 Penalty: 4299.766113
	Iteration 35Q: 3 clusters Score -1018052 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1018055.812500 Penalty: 4299.766113
	Iteration 36Q: 3 clusters Score -1018056 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1018057.812500 Penalty: 4299.766113
	Iteration 37Q: 3 clusters Score -1018058 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3932 members 
Mstep: Class 2 contains 1887 members 
Entering Unmasked Estep 
Score: -1018060.312500 Penalty: 4299.766113
	Iteration 38Q: 3 clusters Score -1018060 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3938 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1018061.625000 Penalty: 4299.766113
	Iteration 39Q: 3 clusters Score -1018062 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1018064.250000 Penalty: 4299.766113
	Iteration 40F: 3 clusters Score -1018064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3948 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1018063.687500 Penalty: 4299.766113
	Iteration 41Q: 3 clusters Score -1018064 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -1018066.250000 Penalty: 4299.766113
	Iteration 42Q: 3 clusters Score -1018066 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -1018065.500000 Penalty: 4299.766113
	Iteration 43Q: 3 clusters Score -1018066 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1018067.500000 Penalty: 4299.766113
	Iteration 44Q: 3 clusters Score -1018068 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 1861 members 
Entering Unmasked Estep 
Score: -1018067.500000 Penalty: 4299.766113
	Iteration 45F: 3 clusters Score -1018068 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (188 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Entering Unmasked Estep 
Score: -25526.509766 Penalty: 1298.637695
	Iteration 0F: 2 clusters Score -25526.51 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 93 members 
Entering Unmasked Estep 
Score: -24795.775391 Penalty: 2597.275391
	Iteration 0F: 3 clusters Score -24795.78 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 105 members 
Entering Unmasked Estep 
Score: -24889.664062 Penalty: 2597.275391
	Iteration 1F: 3 clusters Score -24889.66 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 114 members 
Entering Unmasked Estep 
Score: -24917.332031 Penalty: 2597.275391
	Iteration 2Q: 3 clusters Score -24917.33 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 117 members 
Entering Unmasked Estep 
Score: -24944.748047 Penalty: 2597.275391
	Iteration 3Q: 3 clusters Score -24944.75 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 69 members 
Mstep: Class 2 contains 119 members 
Entering Unmasked Estep 
Score: -24948.640625 Penalty: 2597.275391
	Iteration 4Q: 3 clusters Score -24948.64 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24951.119141 Penalty: 2597.275391
	Iteration 5Q: 3 clusters Score -24951.12 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -24954.109375 Penalty: 2597.275391
	Iteration 6Q: 3 clusters Score -24954.11 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 120 members 
Entering Unmasked Estep 
Score: -24985.474609 Penalty: 2597.275391
	Iteration 7Q: 3 clusters Score -24985.47 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 121 members 
Entering Unmasked Estep 
Score: -25045.703125 Penalty: 2597.275391
	Iteration 8Q: 3 clusters Score -25045.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25071.537109 Penalty: 2597.275391
	Iteration 9Q: 3 clusters Score -25071.54 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 126 members 
Entering Unmasked Estep 
Score: -25082.560547 Penalty: 2597.275391
	Iteration 10Q: 3 clusters Score -25082.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25085.572266 Penalty: 2597.275391
	Iteration 11Q: 3 clusters Score -25085.57 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 127 members 
Entering Unmasked Estep 
Score: -25085.572266 Penalty: 2597.275391
	Iteration 12F: 3 clusters Score -25085.57 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27408 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27408 members 
Entering Unmasked Estep 
Score: -5233692.000000 Penalty: 2534.210205
	Iteration 0F: 2 clusters Score -5233692 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13765 members 
Mstep: Class 2 contains 13643 members 
Entering Unmasked Estep 
Score: -5214835.500000 Penalty: 5068.420410
	Iteration 0F: 3 clusters Score -5214836 nChanged 12316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14423 members 
Mstep: Class 2 contains 12985 members 
Entering Unmasked Estep 
Score: -5221584.000000 Penalty: 5068.420410
	Iteration 1F: 3 clusters Score -5221584 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14776 members 
Mstep: Class 2 contains 12632 members 
Entering Unmasked Estep 
Score: -5221989.500000 Penalty: 5068.420410
	Iteration 2Q: 3 clusters Score -5221990 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15290 members 
Mstep: Class 2 contains 12118 members 
Entering Unmasked Estep 
Score: -5222358.000000 Penalty: 5068.420410
	Iteration 3Q: 3 clusters Score -5222358 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15932 members 
Mstep: Class 2 contains 11476 members 
Entering Unmasked Estep 
Score: -5222732.000000 Penalty: 5068.420410
	Iteration 4Q: 3 clusters Score -5222732 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16700 members 
Mstep: Class 2 contains 10708 members 
Entering Unmasked Estep 
Score: -5223062.500000 Penalty: 5068.420410
	Iteration 5Q: 3 clusters Score -5223062 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17683 members 
Mstep: Class 2 contains 9725 members 
Entering Unmasked Estep 
Score: -5223579.500000 Penalty: 5068.420410
	Iteration 6Q: 3 clusters Score -5223580 nChanged 1300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18903 members 
Mstep: Class 2 contains 8505 members 
Entering Unmasked Estep 
Score: -5224254.000000 Penalty: 5068.420410
	Iteration 7Q: 3 clusters Score -5224254 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20486 members 
Mstep: Class 2 contains 6922 members 
Entering Unmasked Estep 
Score: -5225363.500000 Penalty: 5068.420410
	Iteration 8F: 3 clusters Score -5225364 nChanged 1812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 5120 members 
Entering Unmasked Estep 
Score: -5226778.000000 Penalty: 5068.420410
	Iteration 9F: 3 clusters Score -5226778 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24065 members 
Mstep: Class 2 contains 3343 members 
Entering Unmasked Estep 
Score: -5228358.500000 Penalty: 5068.420410
	Iteration 10F: 3 clusters Score -5228358 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25507 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -5229741.500000 Penalty: 5068.420410
	Iteration 11F: 3 clusters Score -5229742 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -5230593.500000 Penalty: 5068.420410
	Iteration 12Q: 3 clusters Score -5230594 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26818 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5231010.500000 Penalty: 5068.420410
	Iteration 13Q: 3 clusters Score -5231010 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -5231176.500000 Penalty: 5068.420410
	Iteration 14Q: 3 clusters Score -5231176 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27061 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -5231284.500000 Penalty: 5068.420410
	Iteration 15Q: 3 clusters Score -5231284 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27098 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -5231334.500000 Penalty: 5068.420410
	Iteration 16Q: 3 clusters Score -5231334 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5231388.500000 Penalty: 5068.420410
	Iteration 17Q: 3 clusters Score -5231388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27142 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -5231415.500000 Penalty: 5068.420410
	Iteration 18Q: 3 clusters Score -5231416 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27152 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -5231421.500000 Penalty: 5068.420410
	Iteration 19Q: 3 clusters Score -5231422 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27156 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5231421.000000 Penalty: 5068.420410
	Iteration 20F: 3 clusters Score -5231421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -5231434.000000 Penalty: 5068.420410
	Iteration 21Q: 3 clusters Score -5231434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5231447.000000 Penalty: 5068.420410
	Iteration 22Q: 3 clusters Score -5231447 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -5231447.000000 Penalty: 5068.420410
	Iteration 23F: 3 clusters Score -5231447 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (40373 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40373 members 
Entering Unmasked Estep 
Score: -7537772.000000 Penalty: 2630.267334
	Iteration 0F: 2 clusters Score -7537772 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20141 members 
Mstep: Class 2 contains 20232 members 
Entering Unmasked Estep 
Score: -7510954.000000 Penalty: 5260.534668
	Iteration 0F: 3 clusters Score -7510954 nChanged 18438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19607 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -7520940.000000 Penalty: 5260.534668
	Iteration 1F: 3 clusters Score -7520940 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Mstep: Class 2 contains 21160 members 
Entering Unmasked Estep 
Score: -7521373.500000 Penalty: 5260.534668
	Iteration 2Q: 3 clusters Score -7521374 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18745 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -7521800.500000 Penalty: 5260.534668
	Iteration 3Q: 3 clusters Score -7521800 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 22255 members 
Entering Unmasked Estep 
Score: -7522243.500000 Penalty: 5260.534668
	Iteration 4Q: 3 clusters Score -7522244 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 23052 members 
Entering Unmasked Estep 
Score: -7522671.500000 Penalty: 5260.534668
	Iteration 5Q: 3 clusters Score -7522672 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16250 members 
Mstep: Class 2 contains 24123 members 
Entering Unmasked Estep 
Score: -7523222.500000 Penalty: 5260.534668
	Iteration 6Q: 3 clusters Score -7523222 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14778 members 
Mstep: Class 2 contains 25595 members 
Entering Unmasked Estep 
Score: -7524040.000000 Penalty: 5260.534668
	Iteration 7Q: 3 clusters Score -7524040 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12800 members 
Mstep: Class 2 contains 27573 members 
Entering Unmasked Estep 
Score: -7525365.000000 Penalty: 5260.534668
	Iteration 8F: 3 clusters Score -7525365 nChanged 2482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10444 members 
Mstep: Class 2 contains 29929 members 
Entering Unmasked Estep 
Score: -7527218.000000 Penalty: 5260.534668
	Iteration 9F: 3 clusters Score -7527218 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8085 members 
Mstep: Class 2 contains 32288 members 
Entering Unmasked Estep 
Score: -7529106.000000 Penalty: 5260.534668
	Iteration 10F: 3 clusters Score -7529106 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5976 members 
Mstep: Class 2 contains 34397 members 
Entering Unmasked Estep 
Score: -7530872.500000 Penalty: 5260.534668
	Iteration 11F: 3 clusters Score -7530872 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4222 members 
Mstep: Class 2 contains 36151 members 
Entering Unmasked Estep 
Score: -7532345.000000 Penalty: 5260.534668
	Iteration 12Q: 3 clusters Score -7532345 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 37407 members 
Entering Unmasked Estep 
Score: -7533359.500000 Penalty: 5260.534668
	Iteration 13Q: 3 clusters Score -7533360 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2111 members 
Mstep: Class 2 contains 38262 members 
Entering Unmasked Estep 
Score: -7534062.000000 Penalty: 5260.534668
	Iteration 14Q: 3 clusters Score -7534062 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1563 members 
Mstep: Class 2 contains 38810 members 
Entering Unmasked Estep 
Score: -7534507.000000 Penalty: 5260.534668
	Iteration 15Q: 3 clusters Score -7534507 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 39162 members 
Entering Unmasked Estep 
Score: -7534815.500000 Penalty: 5260.534668
	Iteration 16Q: 3 clusters Score -7534816 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 39376 members 
Entering Unmasked Estep 
Score: -7535014.000000 Penalty: 5260.534668
	Iteration 17Q: 3 clusters Score -7535014 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 39499 members 
Entering Unmasked Estep 
Score: -7535107.500000 Penalty: 5260.534668
	Iteration 18Q: 3 clusters Score -7535108 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 39584 members 
Entering Unmasked Estep 
Score: -7535186.500000 Penalty: 5260.534668
	Iteration 19Q: 3 clusters Score -7535186 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 39663 members 
Entering Unmasked Estep 
Score: -7535242.000000 Penalty: 5260.534668
	Iteration 20F: 3 clusters Score -7535242 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 39715 members 
Entering Unmasked Estep 
Score: -7535289.500000 Penalty: 5260.534668
	Iteration 21Q: 3 clusters Score -7535290 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 39754 members 
Entering Unmasked Estep 
Score: -7535327.000000 Penalty: 5260.534668
	Iteration 22Q: 3 clusters Score -7535327 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -7535353.000000 Penalty: 5260.534668
	Iteration 23Q: 3 clusters Score -7535353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -7535362.000000 Penalty: 5260.534668
	Iteration 24Q: 3 clusters Score -7535362 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 39806 members 
Entering Unmasked Estep 
Score: -7535380.000000 Penalty: 5260.534668
	Iteration 25Q: 3 clusters Score -7535380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 39813 members 
Entering Unmasked Estep 
Score: -7535386.000000 Penalty: 5260.534668
	Iteration 26Q: 3 clusters Score -7535386 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 39816 members 
Entering Unmasked Estep 
Score: -7535397.500000 Penalty: 5260.534668
	Iteration 27Q: 3 clusters Score -7535398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 39822 members 
Entering Unmasked Estep 
Score: -7535402.500000 Penalty: 5260.534668
	Iteration 28Q: 3 clusters Score -7535402 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 39823 members 
Entering Unmasked Estep 
Score: -7535403.000000 Penalty: 5260.534668
	Iteration 29Q: 3 clusters Score -7535403 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 39829 members 
Entering Unmasked Estep 
Score: -7535409.500000 Penalty: 5260.534668
	Iteration 30Q: 3 clusters Score -7535410 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 39834 members 
Entering Unmasked Estep 
Score: -7535419.500000 Penalty: 5260.534668
	Iteration 31Q: 3 clusters Score -7535420 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 39840 members 
Entering Unmasked Estep 
Score: -7535419.500000 Penalty: 5260.534668
	Iteration 32Q: 3 clusters Score -7535420 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 39847 members 
Entering Unmasked Estep 
Score: -7535426.000000 Penalty: 5260.534668
	Iteration 33Q: 3 clusters Score -7535426 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 39858 members 
Entering Unmasked Estep 
Score: -7535438.500000 Penalty: 5260.534668
	Iteration 34Q: 3 clusters Score -7535438 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 39864 members 
Entering Unmasked Estep 
Score: -7535454.500000 Penalty: 5260.534668
	Iteration 35Q: 3 clusters Score -7535454 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 39866 members 
Entering Unmasked Estep 
Score: -7535444.500000 Penalty: 5260.534668
	Iteration 36Q: 3 clusters Score -7535444 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 39868 members 
Entering Unmasked Estep 
Score: -7535452.500000 Penalty: 5260.534668
	Iteration 37Q: 3 clusters Score -7535452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -7535446.500000 Penalty: 5260.534668
	Iteration 38Q: 3 clusters Score -7535446 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 39869 members 
Entering Unmasked Estep 
Score: -7535446.500000 Penalty: 5260.534668
	Iteration 39F: 3 clusters Score -7535446 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28761 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28761 members 
Entering Unmasked Estep 
Score: -5500731.500000 Penalty: 2546.160156
	Iteration 0F: 2 clusters Score -5500732 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14332 members 
Mstep: Class 2 contains 14429 members 
Entering Unmasked Estep 
Score: -5481145.500000 Penalty: 5092.320312
	Iteration 0F: 3 clusters Score -5481146 nChanged 12927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13771 members 
Mstep: Class 2 contains 14990 members 
Entering Unmasked Estep 
Score: -5488209.000000 Penalty: 5092.320312
	Iteration 1F: 3 clusters Score -5488209 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -5489017.500000 Penalty: 5092.320312
	Iteration 2F: 3 clusters Score -5489018 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12949 members 
Mstep: Class 2 contains 15812 members 
Entering Unmasked Estep 
Score: -5489909.000000 Penalty: 5092.320312
	Iteration 3F: 3 clusters Score -5489909 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12244 members 
Mstep: Class 2 contains 16517 members 
Entering Unmasked Estep 
Score: -5491023.000000 Penalty: 5092.320312
	Iteration 4F: 3 clusters Score -5491023 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11226 members 
Mstep: Class 2 contains 17535 members 
Entering Unmasked Estep 
Score: -5492492.500000 Penalty: 5092.320312
	Iteration 5F: 3 clusters Score -5492492 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -5494319.000000 Penalty: 5092.320312
	Iteration 6F: 3 clusters Score -5494319 nChanged 2051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 19572 members 
Entering Unmasked Estep 
Score: -5496614.500000 Penalty: 5092.320312
	Iteration 7F: 3 clusters Score -5496614 nChanged 1592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8653 members 
Mstep: Class 2 contains 20108 members 
Entering Unmasked Estep 
Score: -5498162.000000 Penalty: 5092.320312
	Iteration 8F: 3 clusters Score -5498162 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8488 members 
Mstep: Class 2 contains 20273 members 
Entering Unmasked Estep 
Score: -5498534.500000 Penalty: 5092.320312
	Iteration 9Q: 3 clusters Score -5498534 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 20316 members 
Entering Unmasked Estep 
Score: -5498649.000000 Penalty: 5092.320312
	Iteration 10Q: 3 clusters Score -5498649 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8411 members 
Mstep: Class 2 contains 20350 members 
Entering Unmasked Estep 
Score: -5498716.500000 Penalty: 5092.320312
	Iteration 11Q: 3 clusters Score -5498716 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -5498760.500000 Penalty: 5092.320312
	Iteration 12Q: 3 clusters Score -5498760 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -5498781.000000 Penalty: 5092.320312
	Iteration 13Q: 3 clusters Score -5498781 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 20372 members 
Entering Unmasked Estep 
Score: -5498779.500000 Penalty: 5092.320312
	Iteration 14Q: 3 clusters Score -5498780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8377 members 
Mstep: Class 2 contains 20384 members 
Entering Unmasked Estep 
Score: -5498781.500000 Penalty: 5092.320312
	Iteration 15Q: 3 clusters Score -5498782 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8355 members 
Mstep: Class 2 contains 20406 members 
Entering Unmasked Estep 
Score: -5498789.500000 Penalty: 5092.320312
	Iteration 16Q: 3 clusters Score -5498790 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8338 members 
Mstep: Class 2 contains 20423 members 
Entering Unmasked Estep 
Score: -5498782.000000 Penalty: 5092.320312
	Iteration 17Q: 3 clusters Score -5498782 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8325 members 
Mstep: Class 2 contains 20436 members 
Entering Unmasked Estep 
Score: -5498789.000000 Penalty: 5092.320312
	Iteration 18Q: 3 clusters Score -5498789 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8313 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5498796.500000 Penalty: 5092.320312
	Iteration 19Q: 3 clusters Score -5498796 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 20464 members 
Entering Unmasked Estep 
Score: -5498792.500000 Penalty: 5092.320312
	Iteration 20F: 3 clusters Score -5498792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 20478 members 
Entering Unmasked Estep 
Score: -5498793.500000 Penalty: 5092.320312
	Iteration 21Q: 3 clusters Score -5498794 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8275 members 
Mstep: Class 2 contains 20486 members 
Entering Unmasked Estep 
Score: -5498798.000000 Penalty: 5092.320312
	Iteration 22Q: 3 clusters Score -5498798 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 20490 members 
Entering Unmasked Estep 
Score: -5498804.500000 Penalty: 5092.320312
	Iteration 23Q: 3 clusters Score -5498804 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8270 members 
Mstep: Class 2 contains 20491 members 
Entering Unmasked Estep 
Score: -5498802.500000 Penalty: 5092.320312
	Iteration 24Q: 3 clusters Score -5498802 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8265 members 
Mstep: Class 2 contains 20496 members 
Entering Unmasked Estep 
Score: -5498804.500000 Penalty: 5092.320312
	Iteration 25Q: 3 clusters Score -5498804 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -5498805.500000 Penalty: 5092.320312
	Iteration 26Q: 3 clusters Score -5498806 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8264 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -5498805.500000 Penalty: 5092.320312
	Iteration 27F: 3 clusters Score -5498806 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (14609 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14609 members 
Entering Unmasked Estep 
Score: -2872143.250000 Penalty: 2378.169434
	Iteration 0F: 2 clusters Score -2872143 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 7306 members 
Entering Unmasked Estep 
Score: -2861576.500000 Penalty: 4756.338867
	Iteration 0F: 3 clusters Score -2861576 nChanged 6266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 7278 members 
Entering Unmasked Estep 
Score: -2864821.750000 Penalty: 4756.338867
	Iteration 1F: 3 clusters Score -2864822 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7315 members 
Mstep: Class 2 contains 7294 members 
Entering Unmasked Estep 
Score: -2865140.250000 Penalty: 4756.338867
	Iteration 2F: 3 clusters Score -2865140 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7250 members 
Mstep: Class 2 contains 7359 members 
Entering Unmasked Estep 
Score: -2865385.750000 Penalty: 4756.338867
	Iteration 3Q: 3 clusters Score -2865386 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7229 members 
Mstep: Class 2 contains 7380 members 
Entering Unmasked Estep 
Score: -2865606.500000 Penalty: 4756.338867
	Iteration 4Q: 3 clusters Score -2865606 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7198 members 
Mstep: Class 2 contains 7411 members 
Entering Unmasked Estep 
Score: -2865747.250000 Penalty: 4756.338867
	Iteration 5Q: 3 clusters Score -2865747 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7138 members 
Mstep: Class 2 contains 7471 members 
Entering Unmasked Estep 
Score: -2865854.000000 Penalty: 4756.338867
	Iteration 6Q: 3 clusters Score -2865854 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7105 members 
Mstep: Class 2 contains 7504 members 
Entering Unmasked Estep 
Score: -2865951.750000 Penalty: 4756.338867
	Iteration 7Q: 3 clusters Score -2865952 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7549 members 
Entering Unmasked Estep 
Score: -2866000.750000 Penalty: 4756.338867
	Iteration 8Q: 3 clusters Score -2866001 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -2866048.500000 Penalty: 4756.338867
	Iteration 9Q: 3 clusters Score -2866048 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6942 members 
Mstep: Class 2 contains 7667 members 
Entering Unmasked Estep 
Score: -2866074.000000 Penalty: 4756.338867
	Iteration 10Q: 3 clusters Score -2866074 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Mstep: Class 2 contains 7731 members 
Entering Unmasked Estep 
Score: -2866104.500000 Penalty: 4756.338867
	Iteration 11Q: 3 clusters Score -2866104 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6803 members 
Mstep: Class 2 contains 7806 members 
Entering Unmasked Estep 
Score: -2866132.500000 Penalty: 4756.338867
	Iteration 12Q: 3 clusters Score -2866132 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6722 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -2866150.750000 Penalty: 4756.338867
	Iteration 13Q: 3 clusters Score -2866151 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6663 members 
Mstep: Class 2 contains 7946 members 
Entering Unmasked Estep 
Score: -2866167.000000 Penalty: 4756.338867
	Iteration 14Q: 3 clusters Score -2866167 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6590 members 
Mstep: Class 2 contains 8019 members 
Entering Unmasked Estep 
Score: -2866185.500000 Penalty: 4756.338867
	Iteration 15Q: 3 clusters Score -2866186 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6508 members 
Mstep: Class 2 contains 8101 members 
Entering Unmasked Estep 
Score: -2866210.500000 Penalty: 4756.338867
	Iteration 16Q: 3 clusters Score -2866210 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6424 members 
Mstep: Class 2 contains 8185 members 
Entering Unmasked Estep 
Score: -2866233.750000 Penalty: 4756.338867
	Iteration 17Q: 3 clusters Score -2866234 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6338 members 
Mstep: Class 2 contains 8271 members 
Entering Unmasked Estep 
Score: -2866255.500000 Penalty: 4756.338867
	Iteration 18Q: 3 clusters Score -2866256 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6237 members 
Mstep: Class 2 contains 8372 members 
Entering Unmasked Estep 
Score: -2866288.750000 Penalty: 4756.338867
	Iteration 19Q: 3 clusters Score -2866289 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6111 members 
Mstep: Class 2 contains 8498 members 
Entering Unmasked Estep 
Score: -2866324.750000 Penalty: 4756.338867
	Iteration 20F: 3 clusters Score -2866325 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5975 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -2866357.000000 Penalty: 4756.338867
	Iteration 21Q: 3 clusters Score -2866357 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5792 members 
Mstep: Class 2 contains 8817 members 
Entering Unmasked Estep 
Score: -2866410.500000 Penalty: 4756.338867
	Iteration 22Q: 3 clusters Score -2866410 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5574 members 
Mstep: Class 2 contains 9035 members 
Entering Unmasked Estep 
Score: -2866474.250000 Penalty: 4756.338867
	Iteration 23Q: 3 clusters Score -2866474 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5333 members 
Mstep: Class 2 contains 9276 members 
Entering Unmasked Estep 
Score: -2866558.500000 Penalty: 4756.338867
	Iteration 24Q: 3 clusters Score -2866558 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5034 members 
Mstep: Class 2 contains 9575 members 
Entering Unmasked Estep 
Score: -2866668.000000 Penalty: 4756.338867
	Iteration 25Q: 3 clusters Score -2866668 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4683 members 
Mstep: Class 2 contains 9926 members 
Entering Unmasked Estep 
Score: -2866807.000000 Penalty: 4756.338867
	Iteration 26Q: 3 clusters Score -2866807 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4281 members 
Mstep: Class 2 contains 10328 members 
Entering Unmasked Estep 
Score: -2866995.000000 Penalty: 4756.338867
	Iteration 27Q: 3 clusters Score -2866995 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 10815 members 
Entering Unmasked Estep 
Score: -2867241.250000 Penalty: 4756.338867
	Iteration 28Q: 3 clusters Score -2867241 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 11366 members 
Entering Unmasked Estep 
Score: -2867595.000000 Penalty: 4756.338867
	Iteration 29Q: 3 clusters Score -2867595 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2625 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -2868044.500000 Penalty: 4756.338867
	Iteration 30Q: 3 clusters Score -2868044 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2027 members 
Mstep: Class 2 contains 12582 members 
Entering Unmasked Estep 
Score: -2868498.750000 Penalty: 4756.338867
	Iteration 31Q: 3 clusters Score -2868499 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1508 members 
Mstep: Class 2 contains 13101 members 
Entering Unmasked Estep 
Score: -2868927.500000 Penalty: 4756.338867
	Iteration 32Q: 3 clusters Score -2868928 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 13511 members 
Entering Unmasked Estep 
Score: -2869287.000000 Penalty: 4756.338867
	Iteration 33Q: 3 clusters Score -2869287 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 13793 members 
Entering Unmasked Estep 
Score: -2869559.500000 Penalty: 4756.338867
	Iteration 34Q: 3 clusters Score -2869560 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -2869744.250000 Penalty: 4756.338867
	Iteration 35Q: 3 clusters Score -2869744 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 14078 members 
Entering Unmasked Estep 
Score: -2869854.250000 Penalty: 4756.338867
	Iteration 36Q: 3 clusters Score -2869854 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -2869919.750000 Penalty: 4756.338867
	Iteration 37Q: 3 clusters Score -2869920 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 14172 members 
Entering Unmasked Estep 
Score: -2869954.250000 Penalty: 4756.338867
	Iteration 38Q: 3 clusters Score -2869954 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 14199 members 
Entering Unmasked Estep 
Score: -2869982.000000 Penalty: 4756.338867
	Iteration 39Q: 3 clusters Score -2869982 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 14217 members 
Entering Unmasked Estep 
Score: -2870001.500000 Penalty: 4756.338867
	Iteration 40F: 3 clusters Score -2870002 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 14228 members 
Entering Unmasked Estep 
Score: -2870013.500000 Penalty: 4756.338867
	Iteration 41Q: 3 clusters Score -2870014 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 14238 members 
Entering Unmasked Estep 
Score: -2870026.750000 Penalty: 4756.338867
	Iteration 42Q: 3 clusters Score -2870027 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 14250 members 
Entering Unmasked Estep 
Score: -2870044.000000 Penalty: 4756.338867
	Iteration 43Q: 3 clusters Score -2870044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2870051.750000 Penalty: 4756.338867
	Iteration 44Q: 3 clusters Score -2870052 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 14254 members 
Entering Unmasked Estep 
Score: -2870054.250000 Penalty: 4756.338867
	Iteration 45Q: 3 clusters Score -2870054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -2870054.250000 Penalty: 4756.338867
	Iteration 46Q: 3 clusters Score -2870054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 14260 members 
Entering Unmasked Estep 
Score: -2870060.000000 Penalty: 4756.338867
	Iteration 47Q: 3 clusters Score -2870060 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -2870060.250000 Penalty: 4756.338867
	Iteration 48Q: 3 clusters Score -2870060 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -2870063.000000 Penalty: 4756.338867
	Iteration 49Q: 3 clusters Score -2870063 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 14265 members 
Entering Unmasked Estep 
Score: -2870068.250000 Penalty: 4756.338867
	Iteration 50Q: 3 clusters Score -2870068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2870069.000000 Penalty: 4756.338867
	Iteration 51Q: 3 clusters Score -2870069 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -2870070.500000 Penalty: 4756.338867
	Iteration 52Q: 3 clusters Score -2870070 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2870073.000000 Penalty: 4756.338867
	Iteration 53Q: 3 clusters Score -2870073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 14266 members 
Entering Unmasked Estep 
Score: -2870073.000000 Penalty: 4756.338867
	Iteration 54F: 3 clusters Score -2870073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6895 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Entering Unmasked Estep 
Score: -1257310.250000 Penalty: 2191.960693
	Iteration 0F: 2 clusters Score -1257310 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3544 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1251561.375000 Penalty: 4383.921387
	Iteration 0F: 3 clusters Score -1251561 nChanged 2773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 3138 members 
Entering Unmasked Estep 
Score: -1253286.500000 Penalty: 4383.921387
	Iteration 1F: 3 clusters Score -1253286 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -1253879.375000 Penalty: 4383.921387
	Iteration 2F: 3 clusters Score -1253879 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4069 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -1254516.750000 Penalty: 4383.921387
	Iteration 3F: 3 clusters Score -1254517 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4292 members 
Mstep: Class 2 contains 2603 members 
Entering Unmasked Estep 
Score: -1255196.000000 Penalty: 4383.921387
	Iteration 4F: 3 clusters Score -1255196 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4548 members 
Mstep: Class 2 contains 2347 members 
Entering Unmasked Estep 
Score: -1255734.500000 Penalty: 4383.921387
	Iteration 5F: 3 clusters Score -1255734 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4778 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1256120.000000 Penalty: 4383.921387
	Iteration 6F: 3 clusters Score -1256120 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -1256361.875000 Penalty: 4383.921387
	Iteration 7Q: 3 clusters Score -1256362 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5011 members 
Mstep: Class 2 contains 1884 members 
Entering Unmasked Estep 
Score: -1256528.000000 Penalty: 4383.921387
	Iteration 8Q: 3 clusters Score -1256528 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1256612.000000 Penalty: 4383.921387
	Iteration 9Q: 3 clusters Score -1256612 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5045 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -1256668.625000 Penalty: 4383.921387
	Iteration 10Q: 3 clusters Score -1256669 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5041 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -1256706.500000 Penalty: 4383.921387
	Iteration 11Q: 3 clusters Score -1256706 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5038 members 
Mstep: Class 2 contains 1857 members 
Entering Unmasked Estep 
Score: -1256741.500000 Penalty: 4383.921387
	Iteration 12Q: 3 clusters Score -1256742 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5024 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -1256758.375000 Penalty: 4383.921387
	Iteration 13Q: 3 clusters Score -1256758 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -1256774.500000 Penalty: 4383.921387
	Iteration 14Q: 3 clusters Score -1256774 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5010 members 
Mstep: Class 2 contains 1885 members 
Entering Unmasked Estep 
Score: -1256789.375000 Penalty: 4383.921387
	Iteration 15Q: 3 clusters Score -1256789 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4993 members 
Mstep: Class 2 contains 1902 members 
Entering Unmasked Estep 
Score: -1256802.875000 Penalty: 4383.921387
	Iteration 16Q: 3 clusters Score -1256803 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4991 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1256807.750000 Penalty: 4383.921387
	Iteration 17Q: 3 clusters Score -1256808 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4984 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -1256808.500000 Penalty: 4383.921387
	Iteration 18Q: 3 clusters Score -1256808 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -1256814.500000 Penalty: 4383.921387
	Iteration 19Q: 3 clusters Score -1256814 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4971 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1256830.375000 Penalty: 4383.921387
	Iteration 20F: 3 clusters Score -1256830 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1256836.500000 Penalty: 4383.921387
	Iteration 21Q: 3 clusters Score -1256836 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4957 members 
Mstep: Class 2 contains 1938 members 
Entering Unmasked Estep 
Score: -1256840.000000 Penalty: 4383.921387
	Iteration 22Q: 3 clusters Score -1256840 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 1944 members 
Entering Unmasked Estep 
Score: -1256841.000000 Penalty: 4383.921387
	Iteration 23Q: 3 clusters Score -1256841 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1256846.625000 Penalty: 4383.921387
	Iteration 24Q: 3 clusters Score -1256847 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1256847.750000 Penalty: 4383.921387
	Iteration 25Q: 3 clusters Score -1256848 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1256847.500000 Penalty: 4383.921387
	Iteration 26Q: 3 clusters Score -1256848 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1256847.875000 Penalty: 4383.921387
	Iteration 27Q: 3 clusters Score -1256848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -1256847.875000 Penalty: 4383.921387
	Iteration 28F: 3 clusters Score -1256848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41885 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41885 members 
Entering Unmasked Estep 
Score: -8053638.000000 Penalty: 2639.385498
	Iteration 0F: 2 clusters Score -8053638 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21013 members 
Mstep: Class 2 contains 20872 members 
Entering Unmasked Estep 
Score: -8027494.500000 Penalty: 5278.770996
	Iteration 0F: 3 clusters Score -8027494 nChanged 19218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21685 members 
Mstep: Class 2 contains 20200 members 
Entering Unmasked Estep 
Score: -8037857.000000 Penalty: 5278.770996
	Iteration 1F: 3 clusters Score -8037857 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22185 members 
Mstep: Class 2 contains 19700 members 
Entering Unmasked Estep 
Score: -8038363.500000 Penalty: 5278.770996
	Iteration 2Q: 3 clusters Score -8038364 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22926 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -8038805.500000 Penalty: 5278.770996
	Iteration 3Q: 3 clusters Score -8038806 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23992 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -8039295.000000 Penalty: 5278.770996
	Iteration 4Q: 3 clusters Score -8039295 nChanged 1753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25427 members 
Mstep: Class 2 contains 16458 members 
Entering Unmasked Estep 
Score: -8039882.000000 Penalty: 5278.770996
	Iteration 5Q: 3 clusters Score -8039882 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -8040740.500000 Penalty: 5278.770996
	Iteration 6F: 3 clusters Score -8040740 nChanged 2614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29926 members 
Mstep: Class 2 contains 11959 members 
Entering Unmasked Estep 
Score: -8042301.000000 Penalty: 5278.770996
	Iteration 7F: 3 clusters Score -8042301 nChanged 3048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32932 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -8044331.000000 Penalty: 5278.770996
	Iteration 8F: 3 clusters Score -8044331 nChanged 3128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36046 members 
Mstep: Class 2 contains 5839 members 
Entering Unmasked Estep 
Score: -8046647.000000 Penalty: 5278.770996
	Iteration 9F: 3 clusters Score -8046647 nChanged 2602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38638 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -8048725.000000 Penalty: 5278.770996
	Iteration 10F: 3 clusters Score -8048725 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40296 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -8050054.500000 Penalty: 5278.770996
	Iteration 11Q: 3 clusters Score -8050054 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41064 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8050688.500000 Penalty: 5278.770996
	Iteration 12Q: 3 clusters Score -8050688 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41363 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -8050987.500000 Penalty: 5278.770996
	Iteration 13Q: 3 clusters Score -8050988 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41486 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8051119.500000 Penalty: 5278.770996
	Iteration 14Q: 3 clusters Score -8051120 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41545 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -8051196.500000 Penalty: 5278.770996
	Iteration 15Q: 3 clusters Score -8051196 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8051240.000000 Penalty: 5278.770996
	Iteration 16Q: 3 clusters Score -8051240 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -8051275.500000 Penalty: 5278.770996
	Iteration 17Q: 3 clusters Score -8051276 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41602 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -8051294.500000 Penalty: 5278.770996
	Iteration 18Q: 3 clusters Score -8051294 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -8051320.500000 Penalty: 5278.770996
	Iteration 19Q: 3 clusters Score -8051320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41619 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -8051335.500000 Penalty: 5278.770996
	Iteration 20F: 3 clusters Score -8051336 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41622 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -8051338.000000 Penalty: 5278.770996
	Iteration 21Q: 3 clusters Score -8051338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41626 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -8051349.000000 Penalty: 5278.770996
	Iteration 22Q: 3 clusters Score -8051349 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8051353.000000 Penalty: 5278.770996
	Iteration 23Q: 3 clusters Score -8051353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8051360.500000 Penalty: 5278.770996
	Iteration 24Q: 3 clusters Score -8051360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8051368.500000 Penalty: 5278.770996
	Iteration 25Q: 3 clusters Score -8051368 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8051369.500000 Penalty: 5278.770996
	Iteration 26Q: 3 clusters Score -8051370 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -8051377.000000 Penalty: 5278.770996
	Iteration 27Q: 3 clusters Score -8051377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41628 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -8051382.000000 Penalty: 5278.770996
	Iteration 28Q: 3 clusters Score -8051382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41629 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -8051390.000000 Penalty: 5278.770996
	Iteration 29Q: 3 clusters Score -8051390 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8051396.500000 Penalty: 5278.770996
	Iteration 30Q: 3 clusters Score -8051396 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41631 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -8051388.500000 Penalty: 5278.770996
	Iteration 31Q: 3 clusters Score -8051388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8051391.500000 Penalty: 5278.770996
	Iteration 32Q: 3 clusters Score -8051392 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41633 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -8051391.500000 Penalty: 5278.770996
	Iteration 33F: 3 clusters Score -8051392 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (57118 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57118 members 
Entering Unmasked Estep 
Score: -10434638.000000 Penalty: 2716.312744
	Iteration 0F: 2 clusters Score -1.043464e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28374 members 
Mstep: Class 2 contains 28744 members 
Entering Unmasked Estep 
Score: -10398115.000000 Penalty: 5432.625488
	Iteration 0F: 3 clusters Score -1.039812e+07 nChanged 26564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26698 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -10413016.000000 Penalty: 5432.625488
	Iteration 1F: 3 clusters Score -1.041302e+07 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25492 members 
Mstep: Class 2 contains 31626 members 
Entering Unmasked Estep 
Score: -10414047.000000 Penalty: 5432.625488
	Iteration 2Q: 3 clusters Score -1.041405e+07 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23694 members 
Mstep: Class 2 contains 33424 members 
Entering Unmasked Estep 
Score: -10415538.000000 Penalty: 5432.625488
	Iteration 3F: 3 clusters Score -1.041554e+07 nChanged 3671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21153 members 
Mstep: Class 2 contains 35965 members 
Entering Unmasked Estep 
Score: -10417614.000000 Penalty: 5432.625488
	Iteration 4F: 3 clusters Score -1.041761e+07 nChanged 4230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17799 members 
Mstep: Class 2 contains 39319 members 
Entering Unmasked Estep 
Score: -10420552.000000 Penalty: 5432.625488
	Iteration 5F: 3 clusters Score -1.042055e+07 nChanged 4537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 43170 members 
Entering Unmasked Estep 
Score: -10424499.000000 Penalty: 5432.625488
	Iteration 6F: 3 clusters Score -1.04245e+07 nChanged 4042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 46698 members 
Entering Unmasked Estep 
Score: -10428208.000000 Penalty: 5432.625488
	Iteration 7F: 3 clusters Score -1.042821e+07 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 49006 members 
Entering Unmasked Estep 
Score: -10430776.000000 Penalty: 5432.625488
	Iteration 8Q: 3 clusters Score -1.043078e+07 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6938 members 
Mstep: Class 2 contains 50180 members 
Entering Unmasked Estep 
Score: -10432208.000000 Penalty: 5432.625488
	Iteration 9Q: 3 clusters Score -1.043221e+07 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6226 members 
Mstep: Class 2 contains 50892 members 
Entering Unmasked Estep 
Score: -10432823.000000 Penalty: 5432.625488
	Iteration 10Q: 3 clusters Score -1.043282e+07 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5698 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -10433092.000000 Penalty: 5432.625488
	Iteration 11Q: 3 clusters Score -1.043309e+07 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5236 members 
Mstep: Class 2 contains 51882 members 
Entering Unmasked Estep 
Score: -10433210.000000 Penalty: 5432.625488
	Iteration 12Q: 3 clusters Score -1.043321e+07 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 52282 members 
Entering Unmasked Estep 
Score: -10433262.000000 Penalty: 5432.625488
	Iteration 13Q: 3 clusters Score -1.043326e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4479 members 
Mstep: Class 2 contains 52639 members 
Entering Unmasked Estep 
Score: -10433346.000000 Penalty: 5432.625488
	Iteration 14Q: 3 clusters Score -1.043335e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4151 members 
Mstep: Class 2 contains 52967 members 
Entering Unmasked Estep 
Score: -10433332.000000 Penalty: 5432.625488
	Iteration 15Q: 3 clusters Score -1.043333e+07 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3849 members 
Mstep: Class 2 contains 53269 members 
Entering Unmasked Estep 
Score: -10433341.000000 Penalty: 5432.625488
	Iteration 16Q: 3 clusters Score -1.043334e+07 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 53564 members 
Entering Unmasked Estep 
Score: -10433345.000000 Penalty: 5432.625488
	Iteration 17Q: 3 clusters Score -1.043334e+07 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 53840 members 
Entering Unmasked Estep 
Score: -10433347.000000 Penalty: 5432.625488
	Iteration 18Q: 3 clusters Score -1.043335e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 54088 members 
Entering Unmasked Estep 
Score: -10433359.000000 Penalty: 5432.625488
	Iteration 19Q: 3 clusters Score -1.043336e+07 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 54318 members 
Entering Unmasked Estep 
Score: -10433365.000000 Penalty: 5432.625488
	Iteration 20F: 3 clusters Score -1.043336e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 54490 members 
Entering Unmasked Estep 
Score: -10433367.000000 Penalty: 5432.625488
	Iteration 21Q: 3 clusters Score -1.043337e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2474 members 
Mstep: Class 2 contains 54644 members 
Entering Unmasked Estep 
Score: -10433370.000000 Penalty: 5432.625488
	Iteration 22Q: 3 clusters Score -1.043337e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 54777 members 
Entering Unmasked Estep 
Score: -10433367.000000 Penalty: 5432.625488
	Iteration 23Q: 3 clusters Score -1.043337e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2226 members 
Mstep: Class 2 contains 54892 members 
Entering Unmasked Estep 
Score: -10433353.000000 Penalty: 5432.625488
	Iteration 24Q: 3 clusters Score -1.043335e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 54999 members 
Entering Unmasked Estep 
Score: -10433346.000000 Penalty: 5432.625488
	Iteration 25Q: 3 clusters Score -1.043335e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -10433312.000000 Penalty: 5432.625488
	Iteration 26Q: 3 clusters Score -1.043331e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1947 members 
Mstep: Class 2 contains 55171 members 
Entering Unmasked Estep 
Score: -10433317.000000 Penalty: 5432.625488
	Iteration 27Q: 3 clusters Score -1.043332e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1879 members 
Mstep: Class 2 contains 55239 members 
Entering Unmasked Estep 
Score: -10433292.000000 Penalty: 5432.625488
	Iteration 28Q: 3 clusters Score -1.043329e+07 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1815 members 
Mstep: Class 2 contains 55303 members 
Entering Unmasked Estep 
Score: -10433290.000000 Penalty: 5432.625488
	Iteration 29Q: 3 clusters Score -1.043329e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1753 members 
Mstep: Class 2 contains 55365 members 
Entering Unmasked Estep 
Score: -10433269.000000 Penalty: 5432.625488
	Iteration 30Q: 3 clusters Score -1.043327e+07 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 55415 members 
Entering Unmasked Estep 
Score: -10433291.000000 Penalty: 5432.625488
	Iteration 31Q: 3 clusters Score -1.043329e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 55445 members 
Entering Unmasked Estep 
Score: -10433288.000000 Penalty: 5432.625488
	Iteration 32Q: 3 clusters Score -1.043329e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 55468 members 
Entering Unmasked Estep 
Score: -10433267.000000 Penalty: 5432.625488
	Iteration 33Q: 3 clusters Score -1.043327e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1627 members 
Mstep: Class 2 contains 55491 members 
Entering Unmasked Estep 
Score: -10433258.000000 Penalty: 5432.625488
	Iteration 34Q: 3 clusters Score -1.043326e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1601 members 
Mstep: Class 2 contains 55517 members 
Entering Unmasked Estep 
Score: -10433257.000000 Penalty: 5432.625488
	Iteration 35Q: 3 clusters Score -1.043326e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 55528 members 
Entering Unmasked Estep 
Score: -10433252.000000 Penalty: 5432.625488
	Iteration 36Q: 3 clusters Score -1.043325e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 55535 members 
Entering Unmasked Estep 
Score: -10433244.000000 Penalty: 5432.625488
	Iteration 37Q: 3 clusters Score -1.043324e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 55540 members 
Entering Unmasked Estep 
Score: -10433245.000000 Penalty: 5432.625488
	Iteration 38Q: 3 clusters Score -1.043324e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 55547 members 
Entering Unmasked Estep 
Score: -10433246.000000 Penalty: 5432.625488
	Iteration 39Q: 3 clusters Score -1.043325e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 55553 members 
Entering Unmasked Estep 
Score: -10433250.000000 Penalty: 5432.625488
	Iteration 40F: 3 clusters Score -1.043325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 55557 members 
Entering Unmasked Estep 
Score: -10433252.000000 Penalty: 5432.625488
	Iteration 41Q: 3 clusters Score -1.043325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1558 members 
Mstep: Class 2 contains 55560 members 
Entering Unmasked Estep 
Score: -10433247.000000 Penalty: 5432.625488
	Iteration 42Q: 3 clusters Score -1.043325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 55564 members 
Entering Unmasked Estep 
Score: -10433245.000000 Penalty: 5432.625488
	Iteration 43Q: 3 clusters Score -1.043324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 55566 members 
Entering Unmasked Estep 
Score: -10433250.000000 Penalty: 5432.625488
	Iteration 44Q: 3 clusters Score -1.043325e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1550 members 
Mstep: Class 2 contains 55568 members 
Entering Unmasked Estep 
Score: -10433253.000000 Penalty: 5432.625488
	Iteration 45Q: 3 clusters Score -1.043325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 55571 members 
Entering Unmasked Estep 
Score: -10433252.000000 Penalty: 5432.625488
	Iteration 46Q: 3 clusters Score -1.043325e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1542 members 
Mstep: Class 2 contains 55576 members 
Entering Unmasked Estep 
Score: -10433247.000000 Penalty: 5432.625488
	Iteration 47Q: 3 clusters Score -1.043325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1530 members 
Mstep: Class 2 contains 55588 members 
Entering Unmasked Estep 
Score: -10433246.000000 Penalty: 5432.625488
	Iteration 48Q: 3 clusters Score -1.043325e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 55600 members 
Entering Unmasked Estep 
Score: -10433253.000000 Penalty: 5432.625488
	Iteration 49Q: 3 clusters Score -1.043325e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1504 members 
Mstep: Class 2 contains 55614 members 
Entering Unmasked Estep 
Score: -10433260.000000 Penalty: 5432.625488
	Iteration 50Q: 3 clusters Score -1.043326e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 55627 members 
Entering Unmasked Estep 
Score: -10433251.000000 Penalty: 5432.625488
	Iteration 51Q: 3 clusters Score -1.043325e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 55638 members 
Entering Unmasked Estep 
Score: -10433241.000000 Penalty: 5432.625488
	Iteration 52Q: 3 clusters Score -1.043324e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1469 members 
Mstep: Class 2 contains 55649 members 
Entering Unmasked Estep 
Score: -10433234.000000 Penalty: 5432.625488
	Iteration 53Q: 3 clusters Score -1.043323e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1452 members 
Mstep: Class 2 contains 55666 members 
Entering Unmasked Estep 
Score: -10433228.000000 Penalty: 5432.625488
	Iteration 54Q: 3 clusters Score -1.043323e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1439 members 
Mstep: Class 2 contains 55679 members 
Entering Unmasked Estep 
Score: -10433220.000000 Penalty: 5432.625488
	Iteration 55Q: 3 clusters Score -1.043322e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1425 members 
Mstep: Class 2 contains 55693 members 
Entering Unmasked Estep 
Score: -10433209.000000 Penalty: 5432.625488
	Iteration 56Q: 3 clusters Score -1.043321e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 55705 members 
Entering Unmasked Estep 
Score: -10433196.000000 Penalty: 5432.625488
	Iteration 57Q: 3 clusters Score -1.04332e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 55722 members 
Entering Unmasked Estep 
Score: -10433220.000000 Penalty: 5432.625488
	Iteration 58Q: 3 clusters Score -1.043322e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 55741 members 
Entering Unmasked Estep 
Score: -10433201.000000 Penalty: 5432.625488
	Iteration 59Q: 3 clusters Score -1.04332e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1361 members 
Mstep: Class 2 contains 55757 members 
Entering Unmasked Estep 
Score: -10433200.000000 Penalty: 5432.625488
	Iteration 60F: 3 clusters Score -1.04332e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 55770 members 
Entering Unmasked Estep 
Score: -10433202.000000 Penalty: 5432.625488
	Iteration 61Q: 3 clusters Score -1.04332e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 55777 members 
Entering Unmasked Estep 
Score: -10433193.000000 Penalty: 5432.625488
	Iteration 62Q: 3 clusters Score -1.043319e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 55781 members 
Entering Unmasked Estep 
Score: -10433207.000000 Penalty: 5432.625488
	Iteration 63Q: 3 clusters Score -1.043321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1334 members 
Mstep: Class 2 contains 55784 members 
Entering Unmasked Estep 
Score: -10433199.000000 Penalty: 5432.625488
	Iteration 64Q: 3 clusters Score -1.04332e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 55787 members 
Entering Unmasked Estep 
Score: -10433205.000000 Penalty: 5432.625488
	Iteration 65Q: 3 clusters Score -1.04332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 55789 members 
Entering Unmasked Estep 
Score: -10433202.000000 Penalty: 5432.625488
	Iteration 66Q: 3 clusters Score -1.04332e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 55791 members 
Entering Unmasked Estep 
Score: -10433206.000000 Penalty: 5432.625488
	Iteration 67Q: 3 clusters Score -1.043321e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 55795 members 
Entering Unmasked Estep 
Score: -10433203.000000 Penalty: 5432.625488
	Iteration 68Q: 3 clusters Score -1.04332e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 55801 members 
Entering Unmasked Estep 
Score: -10433215.000000 Penalty: 5432.625488
	Iteration 69Q: 3 clusters Score -1.043322e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 55811 members 
Entering Unmasked Estep 
Score: -10433206.000000 Penalty: 5432.625488
	Iteration 70Q: 3 clusters Score -1.043321e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 55816 members 
Entering Unmasked Estep 
Score: -10433206.000000 Penalty: 5432.625488
	Iteration 71Q: 3 clusters Score -1.043321e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 55819 members 
Entering Unmasked Estep 
Score: -10433202.000000 Penalty: 5432.625488
	Iteration 72Q: 3 clusters Score -1.04332e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 55824 members 
Entering Unmasked Estep 
Score: -10433208.000000 Penalty: 5432.625488
	Iteration 73Q: 3 clusters Score -1.043321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1292 members 
Mstep: Class 2 contains 55826 members 
Entering Unmasked Estep 
Score: -10433209.000000 Penalty: 5432.625488
	Iteration 74Q: 3 clusters Score -1.043321e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -10433210.000000 Penalty: 5432.625488
	Iteration 75Q: 3 clusters Score -1.043321e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -10433208.000000 Penalty: 5432.625488
	Iteration 76Q: 3 clusters Score -1.043321e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 55829 members 
Entering Unmasked Estep 
Score: -10433208.000000 Penalty: 5432.625488
	Iteration 77F: 3 clusters Score -1.043321e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (52864 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Entering Unmasked Estep 
Score: -9991950.000000 Penalty: 2697.118408
	Iteration 0F: 2 clusters Score -9991950 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26474 members 
Mstep: Class 2 contains 26390 members 
Entering Unmasked Estep 
Score: -9959553.000000 Penalty: 5394.236816
	Iteration 0F: 3 clusters Score -9959553 nChanged 24424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26932 members 
Mstep: Class 2 contains 25932 members 
Entering Unmasked Estep 
Score: -9973068.000000 Penalty: 5394.236816
	Iteration 1F: 3 clusters Score -9973068 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27325 members 
Mstep: Class 2 contains 25539 members 
Entering Unmasked Estep 
Score: -9973862.000000 Penalty: 5394.236816
	Iteration 2Q: 3 clusters Score -9973862 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27801 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -9974620.000000 Penalty: 5394.236816
	Iteration 3Q: 3 clusters Score -9974620 nChanged 2342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28507 members 
Mstep: Class 2 contains 24357 members 
Entering Unmasked Estep 
Score: -9975619.000000 Penalty: 5394.236816
	Iteration 4Q: 3 clusters Score -9975619 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29472 members 
Mstep: Class 2 contains 23392 members 
Entering Unmasked Estep 
Score: -9976888.000000 Penalty: 5394.236816
	Iteration 5Q: 3 clusters Score -9976888 nChanged 2822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30718 members 
Mstep: Class 2 contains 22146 members 
Entering Unmasked Estep 
Score: -9978468.000000 Penalty: 5394.236816
	Iteration 6F: 3 clusters Score -9978468 nChanged 3118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32172 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -9980567.000000 Penalty: 5394.236816
	Iteration 7F: 3 clusters Score -9980567 nChanged 3179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33643 members 
Mstep: Class 2 contains 19221 members 
Entering Unmasked Estep 
Score: -9982837.000000 Penalty: 5394.236816
	Iteration 8F: 3 clusters Score -9982837 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34975 members 
Mstep: Class 2 contains 17889 members 
Entering Unmasked Estep 
Score: -9984901.000000 Penalty: 5394.236816
	Iteration 9F: 3 clusters Score -9984901 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36078 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -9986134.000000 Penalty: 5394.236816
	Iteration 10Q: 3 clusters Score -9986134 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37032 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -9986887.000000 Penalty: 5394.236816
	Iteration 11Q: 3 clusters Score -9986887 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37958 members 
Mstep: Class 2 contains 14906 members 
Entering Unmasked Estep 
Score: -9987491.000000 Penalty: 5394.236816
	Iteration 12Q: 3 clusters Score -9987491 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38847 members 
Mstep: Class 2 contains 14017 members 
Entering Unmasked Estep 
Score: -9988025.000000 Penalty: 5394.236816
	Iteration 13Q: 3 clusters Score -9988025 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39713 members 
Mstep: Class 2 contains 13151 members 
Entering Unmasked Estep 
Score: -9988512.000000 Penalty: 5394.236816
	Iteration 14Q: 3 clusters Score -9988512 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40544 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -9988979.000000 Penalty: 5394.236816
	Iteration 15Q: 3 clusters Score -9988979 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41411 members 
Mstep: Class 2 contains 11453 members 
Entering Unmasked Estep 
Score: -9989278.000000 Penalty: 5394.236816
	Iteration 16Q: 3 clusters Score -9989278 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42251 members 
Mstep: Class 2 contains 10613 members 
Entering Unmasked Estep 
Score: -9989579.000000 Penalty: 5394.236816
	Iteration 17Q: 3 clusters Score -9989579 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43034 members 
Mstep: Class 2 contains 9830 members 
Entering Unmasked Estep 
Score: -9989789.000000 Penalty: 5394.236816
	Iteration 18Q: 3 clusters Score -9989789 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43774 members 
Mstep: Class 2 contains 9090 members 
Entering Unmasked Estep 
Score: -9989903.000000 Penalty: 5394.236816
	Iteration 19Q: 3 clusters Score -9989903 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44532 members 
Mstep: Class 2 contains 8332 members 
Entering Unmasked Estep 
Score: -9989978.000000 Penalty: 5394.236816
	Iteration 20F: 3 clusters Score -9989978 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 7606 members 
Entering Unmasked Estep 
Score: -9990002.000000 Penalty: 5394.236816
	Iteration 21Q: 3 clusters Score -9990002 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46015 members 
Mstep: Class 2 contains 6849 members 
Entering Unmasked Estep 
Score: -9990046.000000 Penalty: 5394.236816
	Iteration 22Q: 3 clusters Score -9990046 nChanged 734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46745 members 
Mstep: Class 2 contains 6119 members 
Entering Unmasked Estep 
Score: -9990003.000000 Penalty: 5394.236816
	Iteration 23Q: 3 clusters Score -9990003 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47427 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -9989965.000000 Penalty: 5394.236816
	Iteration 24Q: 3 clusters Score -9989965 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48030 members 
Mstep: Class 2 contains 4834 members 
Entering Unmasked Estep 
Score: -9989865.000000 Penalty: 5394.236816
	Iteration 25Q: 3 clusters Score -9989865 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48688 members 
Mstep: Class 2 contains 4176 members 
Entering Unmasked Estep 
Score: -9989813.000000 Penalty: 5394.236816
	Iteration 26Q: 3 clusters Score -9989813 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49300 members 
Mstep: Class 2 contains 3564 members 
Entering Unmasked Estep 
Score: -9989745.000000 Penalty: 5394.236816
	Iteration 27Q: 3 clusters Score -9989745 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49840 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -9989675.000000 Penalty: 5394.236816
	Iteration 28Q: 3 clusters Score -9989675 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50297 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -9989658.000000 Penalty: 5394.236816
	Iteration 29Q: 3 clusters Score -9989658 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50672 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -9989668.000000 Penalty: 5394.236816
	Iteration 30Q: 3 clusters Score -9989668 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50956 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9989632.000000 Penalty: 5394.236816
	Iteration 31Q: 3 clusters Score -9989632 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51204 members 
Mstep: Class 2 contains 1660 members 
Entering Unmasked Estep 
Score: -9989635.000000 Penalty: 5394.236816
	Iteration 32Q: 3 clusters Score -9989635 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51415 members 
Mstep: Class 2 contains 1449 members 
Entering Unmasked Estep 
Score: -9989657.000000 Penalty: 5394.236816
	Iteration 33Q: 3 clusters Score -9989657 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51605 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -9989672.000000 Penalty: 5394.236816
	Iteration 34Q: 3 clusters Score -9989672 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51760 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -9989678.000000 Penalty: 5394.236816
	Iteration 35Q: 3 clusters Score -9989678 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51876 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -9989679.000000 Penalty: 5394.236816
	Iteration 36Q: 3 clusters Score -9989679 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51951 members 
Mstep: Class 2 contains 913 members 
Entering Unmasked Estep 
Score: -9989680.000000 Penalty: 5394.236816
	Iteration 37Q: 3 clusters Score -9989680 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52023 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -9989689.000000 Penalty: 5394.236816
	Iteration 38Q: 3 clusters Score -9989689 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52076 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -9989682.000000 Penalty: 5394.236816
	Iteration 39Q: 3 clusters Score -9989682 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52119 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -9989698.000000 Penalty: 5394.236816
	Iteration 40F: 3 clusters Score -9989698 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52158 members 
Mstep: Class 2 contains 706 members 
Entering Unmasked Estep 
Score: -9989690.000000 Penalty: 5394.236816
	Iteration 41Q: 3 clusters Score -9989690 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52190 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9989718.000000 Penalty: 5394.236816
	Iteration 42Q: 3 clusters Score -9989718 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52221 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -9989720.000000 Penalty: 5394.236816
	Iteration 43Q: 3 clusters Score -9989720 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52251 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -9989725.000000 Penalty: 5394.236816
	Iteration 44Q: 3 clusters Score -9989725 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52269 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -9989742.000000 Penalty: 5394.236816
	Iteration 45Q: 3 clusters Score -9989742 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52282 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -9989745.000000 Penalty: 5394.236816
	Iteration 46Q: 3 clusters Score -9989745 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52291 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -9989752.000000 Penalty: 5394.236816
	Iteration 47Q: 3 clusters Score -9989752 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52300 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -9989760.000000 Penalty: 5394.236816
	Iteration 48Q: 3 clusters Score -9989760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52309 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -9989765.000000 Penalty: 5394.236816
	Iteration 49Q: 3 clusters Score -9989765 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52317 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -9989774.000000 Penalty: 5394.236816
	Iteration 50Q: 3 clusters Score -9989774 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52326 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -9989778.000000 Penalty: 5394.236816
	Iteration 51Q: 3 clusters Score -9989778 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52333 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9989782.000000 Penalty: 5394.236816
	Iteration 52Q: 3 clusters Score -9989782 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52344 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9989789.000000 Penalty: 5394.236816
	Iteration 53Q: 3 clusters Score -9989789 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52351 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -9989781.000000 Penalty: 5394.236816
	Iteration 54Q: 3 clusters Score -9989781 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52356 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -9989792.000000 Penalty: 5394.236816
	Iteration 55Q: 3 clusters Score -9989792 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52359 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -9989793.000000 Penalty: 5394.236816
	Iteration 56Q: 3 clusters Score -9989793 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52362 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -9989796.000000 Penalty: 5394.236816
	Iteration 57Q: 3 clusters Score -9989796 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52367 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -9989791.000000 Penalty: 5394.236816
	Iteration 58Q: 3 clusters Score -9989791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52370 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -9989796.000000 Penalty: 5394.236816
	Iteration 59Q: 3 clusters Score -9989796 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52374 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -9989797.000000 Penalty: 5394.236816
	Iteration 60F: 3 clusters Score -9989797 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52376 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -9989800.000000 Penalty: 5394.236816
	Iteration 61Q: 3 clusters Score -9989800 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9989795.000000 Penalty: 5394.236816
	Iteration 62Q: 3 clusters Score -9989795 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52377 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -9989795.000000 Penalty: 5394.236816
	Iteration 63F: 3 clusters Score -9989795 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4164 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4164 members 
Entering Unmasked Estep 
Score: -780424.125000 Penalty: 2066.889404
	Iteration 0F: 2 clusters Score -780424.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -776432.875000 Penalty: 4133.778809
	Iteration 0F: 3 clusters Score -776432.9 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -777292.187500 Penalty: 4133.778809
	Iteration 1F: 3 clusters Score -777292.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2121 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -777473.687500 Penalty: 4133.778809
	Iteration 2F: 3 clusters Score -777473.7 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -777590.312500 Penalty: 4133.778809
	Iteration 3F: 3 clusters Score -777590.3 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -777664.062500 Penalty: 4133.778809
	Iteration 4Q: 3 clusters Score -777664.1 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -777714.500000 Penalty: 4133.778809
	Iteration 5Q: 3 clusters Score -777714.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -777747.000000 Penalty: 4133.778809
	Iteration 6Q: 3 clusters Score -777747 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2036 members 
Entering Unmasked Estep 
Score: -777777.375000 Penalty: 4133.778809
	Iteration 7Q: 3 clusters Score -777777.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -777801.687500 Penalty: 4133.778809
	Iteration 8Q: 3 clusters Score -777801.7 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2139 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -777819.625000 Penalty: 4133.778809
	Iteration 9Q: 3 clusters Score -777819.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -777835.562500 Penalty: 4133.778809
	Iteration 10Q: 3 clusters Score -777835.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2131 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -777855.312500 Penalty: 4133.778809
	Iteration 11Q: 3 clusters Score -777855.3 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2130 members 
Mstep: Class 2 contains 2034 members 
Entering Unmasked Estep 
Score: -777876.125000 Penalty: 4133.778809
	Iteration 12Q: 3 clusters Score -777876.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -777891.437500 Penalty: 4133.778809
	Iteration 13Q: 3 clusters Score -777891.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -777906.187500 Penalty: 4133.778809
	Iteration 14Q: 3 clusters Score -777906.2 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2110 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -777918.812500 Penalty: 4133.778809
	Iteration 15Q: 3 clusters Score -777918.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -777926.187500 Penalty: 4133.778809
	Iteration 16Q: 3 clusters Score -777926.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -777932.437500 Penalty: 4133.778809
	Iteration 17Q: 3 clusters Score -777932.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2101 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -777938.375000 Penalty: 4133.778809
	Iteration 18Q: 3 clusters Score -777938.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -777943.062500 Penalty: 4133.778809
	Iteration 19Q: 3 clusters Score -777943.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 2057 members 
Entering Unmasked Estep 
Score: -777947.625000 Penalty: 4133.778809
	Iteration 20F: 3 clusters Score -777947.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -777948.312500 Penalty: 4133.778809
	Iteration 21Q: 3 clusters Score -777948.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 2056 members 
Entering Unmasked Estep 
Score: -777949.937500 Penalty: 4133.778809
	Iteration 22Q: 3 clusters Score -777949.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -777952.687500 Penalty: 4133.778809
	Iteration 23Q: 3 clusters Score -777952.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -777953.062500 Penalty: 4133.778809
	Iteration 24Q: 3 clusters Score -777953.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -777955.437500 Penalty: 4133.778809
	Iteration 25Q: 3 clusters Score -777955.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -777957.812500 Penalty: 4133.778809
	Iteration 26Q: 3 clusters Score -777957.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -777958.500000 Penalty: 4133.778809
	Iteration 27Q: 3 clusters Score -777958.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -777960.437500 Penalty: 4133.778809
	Iteration 28Q: 3 clusters Score -777960.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -777960.875000 Penalty: 4133.778809
	Iteration 29Q: 3 clusters Score -777960.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2102 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -777961.687500 Penalty: 4133.778809
	Iteration 30Q: 3 clusters Score -777961.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -777963.062500 Penalty: 4133.778809
	Iteration 31Q: 3 clusters Score -777963.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -777963.062500 Penalty: 4133.778809
	Iteration 32F: 3 clusters Score -777963.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (13207 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13207 members 
Entering Unmasked Estep 
Score: -2576217.250000 Penalty: 2353.148682
	Iteration 0F: 2 clusters Score -2576217 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 6687 members 
Entering Unmasked Estep 
Score: -2566513.500000 Penalty: 4706.297363
	Iteration 0F: 3 clusters Score -2566514 nChanged 5629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6341 members 
Mstep: Class 2 contains 6866 members 
Entering Unmasked Estep 
Score: -2569568.750000 Penalty: 4706.297363
	Iteration 1F: 3 clusters Score -2569569 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6254 members 
Mstep: Class 2 contains 6953 members 
Entering Unmasked Estep 
Score: -2569912.750000 Penalty: 4706.297363
	Iteration 2F: 3 clusters Score -2569913 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 7086 members 
Entering Unmasked Estep 
Score: -2570123.750000 Penalty: 4706.297363
	Iteration 3Q: 3 clusters Score -2570124 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5964 members 
Mstep: Class 2 contains 7243 members 
Entering Unmasked Estep 
Score: -2570287.500000 Penalty: 4706.297363
	Iteration 4Q: 3 clusters Score -2570288 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5780 members 
Mstep: Class 2 contains 7427 members 
Entering Unmasked Estep 
Score: -2570417.250000 Penalty: 4706.297363
	Iteration 5Q: 3 clusters Score -2570417 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -2570552.750000 Penalty: 4706.297363
	Iteration 6Q: 3 clusters Score -2570553 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 7899 members 
Entering Unmasked Estep 
Score: -2570683.000000 Penalty: 4706.297363
	Iteration 7Q: 3 clusters Score -2570683 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5001 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -2570828.000000 Penalty: 4706.297363
	Iteration 8Q: 3 clusters Score -2570828 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4630 members 
Mstep: Class 2 contains 8577 members 
Entering Unmasked Estep 
Score: -2571014.500000 Penalty: 4706.297363
	Iteration 9Q: 3 clusters Score -2571014 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4200 members 
Mstep: Class 2 contains 9007 members 
Entering Unmasked Estep 
Score: -2571253.500000 Penalty: 4706.297363
	Iteration 10Q: 3 clusters Score -2571254 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 9507 members 
Entering Unmasked Estep 
Score: -2571567.250000 Penalty: 4706.297363
	Iteration 11Q: 3 clusters Score -2571567 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 10082 members 
Entering Unmasked Estep 
Score: -2571980.250000 Penalty: 4706.297363
	Iteration 12Q: 3 clusters Score -2571980 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 10665 members 
Entering Unmasked Estep 
Score: -2572418.000000 Penalty: 4706.297363
	Iteration 13Q: 3 clusters Score -2572418 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 11214 members 
Entering Unmasked Estep 
Score: -2572842.250000 Penalty: 4706.297363
	Iteration 14Q: 3 clusters Score -2572842 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 11669 members 
Entering Unmasked Estep 
Score: -2573215.250000 Penalty: 4706.297363
	Iteration 15Q: 3 clusters Score -2573215 nChanged 376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 12041 members 
Entering Unmasked Estep 
Score: -2573517.000000 Penalty: 4706.297363
	Iteration 16Q: 3 clusters Score -2573517 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 12293 members 
Entering Unmasked Estep 
Score: -2573715.500000 Penalty: 4706.297363
	Iteration 17Q: 3 clusters Score -2573716 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2573872.250000 Penalty: 4706.297363
	Iteration 18Q: 3 clusters Score -2573872 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 12560 members 
Entering Unmasked Estep 
Score: -2573958.750000 Penalty: 4706.297363
	Iteration 19Q: 3 clusters Score -2573959 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 12630 members 
Entering Unmasked Estep 
Score: -2574014.000000 Penalty: 4706.297363
	Iteration 20F: 3 clusters Score -2574014 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 12666 members 
Entering Unmasked Estep 
Score: -2574054.000000 Penalty: 4706.297363
	Iteration 21Q: 3 clusters Score -2574054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -2574086.250000 Penalty: 4706.297363
	Iteration 22Q: 3 clusters Score -2574086 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 12705 members 
Entering Unmasked Estep 
Score: -2574105.750000 Penalty: 4706.297363
	Iteration 23Q: 3 clusters Score -2574106 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 12722 members 
Entering Unmasked Estep 
Score: -2574121.250000 Penalty: 4706.297363
	Iteration 24Q: 3 clusters Score -2574121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 12734 members 
Entering Unmasked Estep 
Score: -2574129.250000 Penalty: 4706.297363
	Iteration 25Q: 3 clusters Score -2574129 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 12744 members 
Entering Unmasked Estep 
Score: -2574139.250000 Penalty: 4706.297363
	Iteration 26Q: 3 clusters Score -2574139 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 12750 members 
Entering Unmasked Estep 
Score: -2574147.500000 Penalty: 4706.297363
	Iteration 27Q: 3 clusters Score -2574148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 12755 members 
Entering Unmasked Estep 
Score: -2574152.750000 Penalty: 4706.297363
	Iteration 28Q: 3 clusters Score -2574153 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 12760 members 
Entering Unmasked Estep 
Score: -2574162.750000 Penalty: 4706.297363
	Iteration 29Q: 3 clusters Score -2574163 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -2574162.000000 Penalty: 4706.297363
	Iteration 30Q: 3 clusters Score -2574162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2574163.250000 Penalty: 4706.297363
	Iteration 31Q: 3 clusters Score -2574163 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 12767 members 
Entering Unmasked Estep 
Score: -2574166.250000 Penalty: 4706.297363
	Iteration 32Q: 3 clusters Score -2574166 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2574166.750000 Penalty: 4706.297363
	Iteration 33Q: 3 clusters Score -2574167 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 12768 members 
Entering Unmasked Estep 
Score: -2574166.750000 Penalty: 4706.297363
	Iteration 34F: 3 clusters Score -2574167 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (57573 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57573 members 
Entering Unmasked Estep 
Score: -10429625.000000 Penalty: 2718.280518
	Iteration 0F: 2 clusters Score -1.042962e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28723 members 
Mstep: Class 2 contains 28850 members 
Entering Unmasked Estep 
Score: -10391264.000000 Penalty: 5436.561035
	Iteration 0F: 3 clusters Score -1.039126e+07 nChanged 26862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 29822 members 
Entering Unmasked Estep 
Score: -10406413.000000 Penalty: 5436.561035
	Iteration 1F: 3 clusters Score -1.040641e+07 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 30327 members 
Entering Unmasked Estep 
Score: -10407121.000000 Penalty: 5436.561035
	Iteration 2Q: 3 clusters Score -1.040712e+07 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26468 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -10407872.000000 Penalty: 5436.561035
	Iteration 3Q: 3 clusters Score -1.040787e+07 nChanged 2399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Mstep: Class 2 contains 32188 members 
Entering Unmasked Estep 
Score: -10408799.000000 Penalty: 5436.561035
	Iteration 4Q: 3 clusters Score -1.04088e+07 nChanged 2544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 33550 members 
Entering Unmasked Estep 
Score: -10409926.000000 Penalty: 5436.561035
	Iteration 5Q: 3 clusters Score -1.040993e+07 nChanged 2676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22345 members 
Mstep: Class 2 contains 35228 members 
Entering Unmasked Estep 
Score: -10411233.000000 Penalty: 5436.561035
	Iteration 6Q: 3 clusters Score -1.041123e+07 nChanged 2834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 37188 members 
Entering Unmasked Estep 
Score: -10412748.000000 Penalty: 5436.561035
	Iteration 7Q: 3 clusters Score -1.041275e+07 nChanged 2866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18237 members 
Mstep: Class 2 contains 39336 members 
Entering Unmasked Estep 
Score: -10414487.000000 Penalty: 5436.561035
	Iteration 8Q: 3 clusters Score -1.041449e+07 nChanged 2925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 41673 members 
Entering Unmasked Estep 
Score: -10416405.000000 Penalty: 5436.561035
	Iteration 9F: 3 clusters Score -1.04164e+07 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 43980 members 
Entering Unmasked Estep 
Score: -10418315.000000 Penalty: 5436.561035
	Iteration 10Q: 3 clusters Score -1.041832e+07 nChanged 2555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11448 members 
Mstep: Class 2 contains 46125 members 
Entering Unmasked Estep 
Score: -10420003.000000 Penalty: 5436.561035
	Iteration 11Q: 3 clusters Score -1.042e+07 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 48035 members 
Entering Unmasked Estep 
Score: -10421461.000000 Penalty: 5436.561035
	Iteration 12Q: 3 clusters Score -1.042146e+07 nChanged 1803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7861 members 
Mstep: Class 2 contains 49712 members 
Entering Unmasked Estep 
Score: -10422527.000000 Penalty: 5436.561035
	Iteration 13Q: 3 clusters Score -1.042253e+07 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6412 members 
Mstep: Class 2 contains 51161 members 
Entering Unmasked Estep 
Score: -10423506.000000 Penalty: 5436.561035
	Iteration 14Q: 3 clusters Score -1.042351e+07 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 52423 members 
Entering Unmasked Estep 
Score: -10424236.000000 Penalty: 5436.561035
	Iteration 15Q: 3 clusters Score -1.042424e+07 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 53502 members 
Entering Unmasked Estep 
Score: -10424932.000000 Penalty: 5436.561035
	Iteration 16Q: 3 clusters Score -1.042493e+07 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 54385 members 
Entering Unmasked Estep 
Score: -10425481.000000 Penalty: 5436.561035
	Iteration 17Q: 3 clusters Score -1.042548e+07 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 55106 members 
Entering Unmasked Estep 
Score: -10425938.000000 Penalty: 5436.561035
	Iteration 18Q: 3 clusters Score -1.042594e+07 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 55643 members 
Entering Unmasked Estep 
Score: -10426243.000000 Penalty: 5436.561035
	Iteration 19Q: 3 clusters Score -1.042624e+07 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1517 members 
Mstep: Class 2 contains 56056 members 
Entering Unmasked Estep 
Score: -10426521.000000 Penalty: 5436.561035
	Iteration 20F: 3 clusters Score -1.042652e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 56356 members 
Entering Unmasked Estep 
Score: -10426727.000000 Penalty: 5436.561035
	Iteration 21Q: 3 clusters Score -1.042673e+07 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -10426887.000000 Penalty: 5436.561035
	Iteration 22Q: 3 clusters Score -1.042689e+07 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 56675 members 
Entering Unmasked Estep 
Score: -10426970.000000 Penalty: 5436.561035
	Iteration 23Q: 3 clusters Score -1.042697e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 56759 members 
Entering Unmasked Estep 
Score: -10427020.000000 Penalty: 5436.561035
	Iteration 24Q: 3 clusters Score -1.042702e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 56825 members 
Entering Unmasked Estep 
Score: -10427086.000000 Penalty: 5436.561035
	Iteration 25Q: 3 clusters Score -1.042709e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 56875 members 
Entering Unmasked Estep 
Score: -10427140.000000 Penalty: 5436.561035
	Iteration 26Q: 3 clusters Score -1.042714e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 56907 members 
Entering Unmasked Estep 
Score: -10427160.000000 Penalty: 5436.561035
	Iteration 27Q: 3 clusters Score -1.042716e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 56932 members 
Entering Unmasked Estep 
Score: -10427186.000000 Penalty: 5436.561035
	Iteration 28Q: 3 clusters Score -1.042719e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 56961 members 
Entering Unmasked Estep 
Score: -10427201.000000 Penalty: 5436.561035
	Iteration 29Q: 3 clusters Score -1.04272e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 56971 members 
Entering Unmasked Estep 
Score: -10427211.000000 Penalty: 5436.561035
	Iteration 30Q: 3 clusters Score -1.042721e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 56984 members 
Entering Unmasked Estep 
Score: -10427205.000000 Penalty: 5436.561035
	Iteration 31Q: 3 clusters Score -1.04272e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 56995 members 
Entering Unmasked Estep 
Score: -10427216.000000 Penalty: 5436.561035
	Iteration 32Q: 3 clusters Score -1.042722e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 57002 members 
Entering Unmasked Estep 
Score: -10427230.000000 Penalty: 5436.561035
	Iteration 33Q: 3 clusters Score -1.042723e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 57005 members 
Entering Unmasked Estep 
Score: -10427235.000000 Penalty: 5436.561035
	Iteration 34Q: 3 clusters Score -1.042724e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 57010 members 
Entering Unmasked Estep 
Score: -10427238.000000 Penalty: 5436.561035
	Iteration 35Q: 3 clusters Score -1.042724e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 57013 members 
Entering Unmasked Estep 
Score: -10427235.000000 Penalty: 5436.561035
	Iteration 36Q: 3 clusters Score -1.042724e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 57021 members 
Entering Unmasked Estep 
Score: -10427249.000000 Penalty: 5436.561035
	Iteration 37Q: 3 clusters Score -1.042725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 57028 members 
Entering Unmasked Estep 
Score: -10427248.000000 Penalty: 5436.561035
	Iteration 38Q: 3 clusters Score -1.042725e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 57035 members 
Entering Unmasked Estep 
Score: -10427262.000000 Penalty: 5436.561035
	Iteration 39Q: 3 clusters Score -1.042726e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 57042 members 
Entering Unmasked Estep 
Score: -10427266.000000 Penalty: 5436.561035
	Iteration 40F: 3 clusters Score -1.042727e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 57049 members 
Entering Unmasked Estep 
Score: -10427274.000000 Penalty: 5436.561035
	Iteration 41Q: 3 clusters Score -1.042727e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 57053 members 
Entering Unmasked Estep 
Score: -10427274.000000 Penalty: 5436.561035
	Iteration 42Q: 3 clusters Score -1.042727e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 57059 members 
Entering Unmasked Estep 
Score: -10427287.000000 Penalty: 5436.561035
	Iteration 43Q: 3 clusters Score -1.042729e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 57061 members 
Entering Unmasked Estep 
Score: -10427293.000000 Penalty: 5436.561035
	Iteration 44Q: 3 clusters Score -1.042729e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 57067 members 
Entering Unmasked Estep 
Score: -10427290.000000 Penalty: 5436.561035
	Iteration 45Q: 3 clusters Score -1.042729e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 57070 members 
Entering Unmasked Estep 
Score: -10427294.000000 Penalty: 5436.561035
	Iteration 46Q: 3 clusters Score -1.042729e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 57075 members 
Entering Unmasked Estep 
Score: -10427295.000000 Penalty: 5436.561035
	Iteration 47Q: 3 clusters Score -1.04273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 57077 members 
Entering Unmasked Estep 
Score: -10427297.000000 Penalty: 5436.561035
	Iteration 48Q: 3 clusters Score -1.04273e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 57079 members 
Entering Unmasked Estep 
Score: -10427293.000000 Penalty: 5436.561035
	Iteration 49Q: 3 clusters Score -1.042729e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 57082 members 
Entering Unmasked Estep 
Score: -10427297.000000 Penalty: 5436.561035
	Iteration 50Q: 3 clusters Score -1.04273e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -10427300.000000 Penalty: 5436.561035
	Iteration 51Q: 3 clusters Score -1.04273e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 57083 members 
Entering Unmasked Estep 
Score: -10427300.000000 Penalty: 5436.561035
	Iteration 52F: 3 clusters Score -1.04273e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (19376 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19376 members 
Entering Unmasked Estep 
Score: -3857934.750000 Penalty: 2448.204102
	Iteration 0F: 2 clusters Score -3857935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9638 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3844319.000000 Penalty: 4896.408203
	Iteration 0F: 3 clusters Score -3844319 nChanged 8438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9332 members 
Mstep: Class 2 contains 10044 members 
Entering Unmasked Estep 
Score: -3848770.500000 Penalty: 4896.408203
	Iteration 1F: 3 clusters Score -3848770 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9135 members 
Mstep: Class 2 contains 10241 members 
Entering Unmasked Estep 
Score: -3849107.000000 Penalty: 4896.408203
	Iteration 2F: 3 clusters Score -3849107 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 10475 members 
Entering Unmasked Estep 
Score: -3849392.250000 Penalty: 4896.408203
	Iteration 3Q: 3 clusters Score -3849392 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 10759 members 
Entering Unmasked Estep 
Score: -3849648.250000 Penalty: 4896.408203
	Iteration 4Q: 3 clusters Score -3849648 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8208 members 
Mstep: Class 2 contains 11168 members 
Entering Unmasked Estep 
Score: -3849897.250000 Penalty: 4896.408203
	Iteration 5Q: 3 clusters Score -3849897 nChanged 695
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7723 members 
Mstep: Class 2 contains 11653 members 
Entering Unmasked Estep 
Score: -3850190.000000 Penalty: 4896.408203
	Iteration 6Q: 3 clusters Score -3850190 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7165 members 
Mstep: Class 2 contains 12211 members 
Entering Unmasked Estep 
Score: -3850511.750000 Penalty: 4896.408203
	Iteration 7Q: 3 clusters Score -3850512 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6501 members 
Mstep: Class 2 contains 12875 members 
Entering Unmasked Estep 
Score: -3850925.000000 Penalty: 4896.408203
	Iteration 8Q: 3 clusters Score -3850925 nChanged 885
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5702 members 
Mstep: Class 2 contains 13674 members 
Entering Unmasked Estep 
Score: -3851423.000000 Penalty: 4896.408203
	Iteration 9Q: 3 clusters Score -3851423 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4842 members 
Mstep: Class 2 contains 14534 members 
Entering Unmasked Estep 
Score: -3852025.250000 Penalty: 4896.408203
	Iteration 10Q: 3 clusters Score -3852025 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3852688.250000 Penalty: 4896.408203
	Iteration 11Q: 3 clusters Score -3852688 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3057 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -3853389.500000 Penalty: 4896.408203
	Iteration 12Q: 3 clusters Score -3853390 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2298 members 
Mstep: Class 2 contains 17078 members 
Entering Unmasked Estep 
Score: -3853996.250000 Penalty: 4896.408203
	Iteration 13Q: 3 clusters Score -3853996 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1674 members 
Mstep: Class 2 contains 17702 members 
Entering Unmasked Estep 
Score: -3854531.750000 Penalty: 4896.408203
	Iteration 14Q: 3 clusters Score -3854532 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1248 members 
Mstep: Class 2 contains 18128 members 
Entering Unmasked Estep 
Score: -3854893.250000 Penalty: 4896.408203
	Iteration 15Q: 3 clusters Score -3854893 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 18442 members 
Entering Unmasked Estep 
Score: -3855160.250000 Penalty: 4896.408203
	Iteration 16Q: 3 clusters Score -3855160 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 18651 members 
Entering Unmasked Estep 
Score: -3855366.250000 Penalty: 4896.408203
	Iteration 17Q: 3 clusters Score -3855366 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 18790 members 
Entering Unmasked Estep 
Score: -3855506.000000 Penalty: 4896.408203
	Iteration 18Q: 3 clusters Score -3855506 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 18879 members 
Entering Unmasked Estep 
Score: -3855596.000000 Penalty: 4896.408203
	Iteration 19Q: 3 clusters Score -3855596 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 18930 members 
Entering Unmasked Estep 
Score: -3855658.750000 Penalty: 4896.408203
	Iteration 20F: 3 clusters Score -3855659 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 18959 members 
Entering Unmasked Estep 
Score: -3855691.750000 Penalty: 4896.408203
	Iteration 21Q: 3 clusters Score -3855692 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 18974 members 
Entering Unmasked Estep 
Score: -3855710.250000 Penalty: 4896.408203
	Iteration 22Q: 3 clusters Score -3855710 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 18987 members 
Entering Unmasked Estep 
Score: -3855734.000000 Penalty: 4896.408203
	Iteration 23Q: 3 clusters Score -3855734 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3855754.500000 Penalty: 4896.408203
	Iteration 24Q: 3 clusters Score -3855754 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 19012 members 
Entering Unmasked Estep 
Score: -3855761.750000 Penalty: 4896.408203
	Iteration 25Q: 3 clusters Score -3855762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 19019 members 
Entering Unmasked Estep 
Score: -3855768.250000 Penalty: 4896.408203
	Iteration 26Q: 3 clusters Score -3855768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 19025 members 
Entering Unmasked Estep 
Score: -3855774.500000 Penalty: 4896.408203
	Iteration 27Q: 3 clusters Score -3855774 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 19029 members 
Entering Unmasked Estep 
Score: -3855776.500000 Penalty: 4896.408203
	Iteration 28Q: 3 clusters Score -3855776 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19034 members 
Entering Unmasked Estep 
Score: -3855790.000000 Penalty: 4896.408203
	Iteration 29Q: 3 clusters Score -3855790 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3855800.500000 Penalty: 4896.408203
	Iteration 30Q: 3 clusters Score -3855800 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 19044 members 
Entering Unmasked Estep 
Score: -3855798.500000 Penalty: 4896.408203
	Iteration 31Q: 3 clusters Score -3855798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 19046 members 
Entering Unmasked Estep 
Score: -3855808.750000 Penalty: 4896.408203
	Iteration 32Q: 3 clusters Score -3855809 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 19051 members 
Entering Unmasked Estep 
Score: -3855811.750000 Penalty: 4896.408203
	Iteration 33Q: 3 clusters Score -3855812 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 19053 members 
Entering Unmasked Estep 
Score: -3855816.250000 Penalty: 4896.408203
	Iteration 34Q: 3 clusters Score -3855816 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3855823.750000 Penalty: 4896.408203
	Iteration 35Q: 3 clusters Score -3855824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 19059 members 
Entering Unmasked Estep 
Score: -3855826.000000 Penalty: 4896.408203
	Iteration 36Q: 3 clusters Score -3855826 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 19060 members 
Entering Unmasked Estep 
Score: -3855834.000000 Penalty: 4896.408203
	Iteration 37Q: 3 clusters Score -3855834 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3855838.250000 Penalty: 4896.408203
	Iteration 38Q: 3 clusters Score -3855838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -3855837.750000 Penalty: 4896.408203
	Iteration 39Q: 3 clusters Score -3855838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -3855851.250000 Penalty: 4896.408203
	Iteration 40F: 3 clusters Score -3855851 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3855856.750000 Penalty: 4896.408203
	Iteration 41Q: 3 clusters Score -3855857 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3855861.000000 Penalty: 4896.408203
	Iteration 42Q: 3 clusters Score -3855861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -3855862.000000 Penalty: 4896.408203
	Iteration 43Q: 3 clusters Score -3855862 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3855863.000000 Penalty: 4896.408203
	Iteration 44Q: 3 clusters Score -3855863 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3855863.000000 Penalty: 4896.408203
	Iteration 45F: 3 clusters Score -3855863 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42952 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42952 members 
Entering Unmasked Estep 
Score: -8231849.500000 Penalty: 2645.623779
	Iteration 0F: 2 clusters Score -8231850 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21466 members 
Mstep: Class 2 contains 21486 members 
Entering Unmasked Estep 
Score: -8206102.000000 Penalty: 5291.247559
	Iteration 0F: 3 clusters Score -8206102 nChanged 19639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21359 members 
Mstep: Class 2 contains 21593 members 
Entering Unmasked Estep 
Score: -8216851.500000 Penalty: 5291.247559
	Iteration 1F: 3 clusters Score -8216852 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 21818 members 
Entering Unmasked Estep 
Score: -8217349.500000 Penalty: 5291.247559
	Iteration 2Q: 3 clusters Score -8217350 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20835 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -8217829.500000 Penalty: 5291.247559
	Iteration 3Q: 3 clusters Score -8217830 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20432 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -8218269.500000 Penalty: 5291.247559
	Iteration 4Q: 3 clusters Score -8218270 nChanged 1537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19819 members 
Mstep: Class 2 contains 23133 members 
Entering Unmasked Estep 
Score: -8218767.000000 Penalty: 5291.247559
	Iteration 5Q: 3 clusters Score -8218767 nChanged 1546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18977 members 
Mstep: Class 2 contains 23975 members 
Entering Unmasked Estep 
Score: -8219295.000000 Penalty: 5291.247559
	Iteration 6Q: 3 clusters Score -8219295 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 25072 members 
Entering Unmasked Estep 
Score: -8220028.000000 Penalty: 5291.247559
	Iteration 7Q: 3 clusters Score -8220028 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16415 members 
Mstep: Class 2 contains 26537 members 
Entering Unmasked Estep 
Score: -8221015.500000 Penalty: 5291.247559
	Iteration 8Q: 3 clusters Score -8221016 nChanged 2093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14654 members 
Mstep: Class 2 contains 28298 members 
Entering Unmasked Estep 
Score: -8222363.000000 Penalty: 5291.247559
	Iteration 9Q: 3 clusters Score -8222363 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12766 members 
Mstep: Class 2 contains 30186 members 
Entering Unmasked Estep 
Score: -8223883.000000 Penalty: 5291.247559
	Iteration 10F: 3 clusters Score -8223883 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11066 members 
Mstep: Class 2 contains 31886 members 
Entering Unmasked Estep 
Score: -8225288.500000 Penalty: 5291.247559
	Iteration 11F: 3 clusters Score -8225288 nChanged 1826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 33204 members 
Entering Unmasked Estep 
Score: -8226455.000000 Penalty: 5291.247559
	Iteration 12Q: 3 clusters Score -8226455 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8913 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -8227271.500000 Penalty: 5291.247559
	Iteration 13Q: 3 clusters Score -8227272 nChanged 1132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8397 members 
Mstep: Class 2 contains 34555 members 
Entering Unmasked Estep 
Score: -8227913.500000 Penalty: 5291.247559
	Iteration 14Q: 3 clusters Score -8227914 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8058 members 
Mstep: Class 2 contains 34894 members 
Entering Unmasked Estep 
Score: -8228404.000000 Penalty: 5291.247559
	Iteration 15Q: 3 clusters Score -8228404 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 35122 members 
Entering Unmasked Estep 
Score: -8228770.000000 Penalty: 5291.247559
	Iteration 16Q: 3 clusters Score -8228770 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7690 members 
Mstep: Class 2 contains 35262 members 
Entering Unmasked Estep 
Score: -8229084.500000 Penalty: 5291.247559
	Iteration 17Q: 3 clusters Score -8229084 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7581 members 
Mstep: Class 2 contains 35371 members 
Entering Unmasked Estep 
Score: -8229371.500000 Penalty: 5291.247559
	Iteration 18Q: 3 clusters Score -8229372 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7522 members 
Mstep: Class 2 contains 35430 members 
Entering Unmasked Estep 
Score: -8229566.000000 Penalty: 5291.247559
	Iteration 19Q: 3 clusters Score -8229566 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7518 members 
Mstep: Class 2 contains 35434 members 
Entering Unmasked Estep 
Score: -8229799.000000 Penalty: 5291.247559
	Iteration 20F: 3 clusters Score -8229799 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 35379 members 
Entering Unmasked Estep 
Score: -8230031.500000 Penalty: 5291.247559
	Iteration 21Q: 3 clusters Score -8230032 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 35285 members 
Entering Unmasked Estep 
Score: -8230225.000000 Penalty: 5291.247559
	Iteration 22Q: 3 clusters Score -8230225 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7777 members 
Mstep: Class 2 contains 35175 members 
Entering Unmasked Estep 
Score: -8230383.500000 Penalty: 5291.247559
	Iteration 23Q: 3 clusters Score -8230384 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7885 members 
Mstep: Class 2 contains 35067 members 
Entering Unmasked Estep 
Score: -8230566.000000 Penalty: 5291.247559
	Iteration 24Q: 3 clusters Score -8230566 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8009 members 
Mstep: Class 2 contains 34943 members 
Entering Unmasked Estep 
Score: -8230708.500000 Penalty: 5291.247559
	Iteration 25Q: 3 clusters Score -8230708 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8115 members 
Mstep: Class 2 contains 34837 members 
Entering Unmasked Estep 
Score: -8230805.500000 Penalty: 5291.247559
	Iteration 26Q: 3 clusters Score -8230806 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8232 members 
Mstep: Class 2 contains 34720 members 
Entering Unmasked Estep 
Score: -8230880.500000 Penalty: 5291.247559
	Iteration 27Q: 3 clusters Score -8230880 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8328 members 
Mstep: Class 2 contains 34624 members 
Entering Unmasked Estep 
Score: -8230943.000000 Penalty: 5291.247559
	Iteration 28Q: 3 clusters Score -8230943 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 34559 members 
Entering Unmasked Estep 
Score: -8231023.000000 Penalty: 5291.247559
	Iteration 29Q: 3 clusters Score -8231023 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8452 members 
Mstep: Class 2 contains 34500 members 
Entering Unmasked Estep 
Score: -8231055.500000 Penalty: 5291.247559
	Iteration 30Q: 3 clusters Score -8231056 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 34436 members 
Entering Unmasked Estep 
Score: -8231074.000000 Penalty: 5291.247559
	Iteration 31Q: 3 clusters Score -8231074 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8577 members 
Mstep: Class 2 contains 34375 members 
Entering Unmasked Estep 
Score: -8231123.500000 Penalty: 5291.247559
	Iteration 32Q: 3 clusters Score -8231124 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8656 members 
Mstep: Class 2 contains 34296 members 
Entering Unmasked Estep 
Score: -8231145.000000 Penalty: 5291.247559
	Iteration 33Q: 3 clusters Score -8231145 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8728 members 
Mstep: Class 2 contains 34224 members 
Entering Unmasked Estep 
Score: -8231161.000000 Penalty: 5291.247559
	Iteration 34Q: 3 clusters Score -8231161 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8761 members 
Mstep: Class 2 contains 34191 members 
Entering Unmasked Estep 
Score: -8231179.000000 Penalty: 5291.247559
	Iteration 35Q: 3 clusters Score -8231179 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8786 members 
Mstep: Class 2 contains 34166 members 
Entering Unmasked Estep 
Score: -8231189.000000 Penalty: 5291.247559
	Iteration 36Q: 3 clusters Score -8231189 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8803 members 
Mstep: Class 2 contains 34149 members 
Entering Unmasked Estep 
Score: -8231195.000000 Penalty: 5291.247559
	Iteration 37Q: 3 clusters Score -8231195 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8824 members 
Mstep: Class 2 contains 34128 members 
Entering Unmasked Estep 
Score: -8231196.000000 Penalty: 5291.247559
	Iteration 38Q: 3 clusters Score -8231196 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8856 members 
Mstep: Class 2 contains 34096 members 
Entering Unmasked Estep 
Score: -8231207.000000 Penalty: 5291.247559
	Iteration 39Q: 3 clusters Score -8231207 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8859 members 
Mstep: Class 2 contains 34093 members 
Entering Unmasked Estep 
Score: -8231227.000000 Penalty: 5291.247559
	Iteration 40F: 3 clusters Score -8231227 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8879 members 
Mstep: Class 2 contains 34073 members 
Entering Unmasked Estep 
Score: -8231239.500000 Penalty: 5291.247559
	Iteration 41Q: 3 clusters Score -8231240 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -8231216.500000 Penalty: 5291.247559
	Iteration 42Q: 3 clusters Score -8231216 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8916 members 
Mstep: Class 2 contains 34036 members 
Entering Unmasked Estep 
Score: -8231216.000000 Penalty: 5291.247559
	Iteration 43Q: 3 clusters Score -8231216 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8923 members 
Mstep: Class 2 contains 34029 members 
Entering Unmasked Estep 
Score: -8231235.000000 Penalty: 5291.247559
	Iteration 44Q: 3 clusters Score -8231235 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8937 members 
Mstep: Class 2 contains 34015 members 
Entering Unmasked Estep 
Score: -8231233.500000 Penalty: 5291.247559
	Iteration 45Q: 3 clusters Score -8231234 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 33998 members 
Entering Unmasked Estep 
Score: -8231221.000000 Penalty: 5291.247559
	Iteration 46Q: 3 clusters Score -8231221 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8955 members 
Mstep: Class 2 contains 33997 members 
Entering Unmasked Estep 
Score: -8231221.500000 Penalty: 5291.247559
	Iteration 47Q: 3 clusters Score -8231222 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8959 members 
Mstep: Class 2 contains 33993 members 
Entering Unmasked Estep 
Score: -8231236.000000 Penalty: 5291.247559
	Iteration 48Q: 3 clusters Score -8231236 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8965 members 
Mstep: Class 2 contains 33987 members 
Entering Unmasked Estep 
Score: -8231232.500000 Penalty: 5291.247559
	Iteration 49Q: 3 clusters Score -8231232 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8962 members 
Mstep: Class 2 contains 33990 members 
Entering Unmasked Estep 
Score: -8231235.000000 Penalty: 5291.247559
	Iteration 50Q: 3 clusters Score -8231235 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 33989 members 
Entering Unmasked Estep 
Score: -8231240.000000 Penalty: 5291.247559
	Iteration 51Q: 3 clusters Score -8231240 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -8231244.500000 Penalty: 5291.247559
	Iteration 52Q: 3 clusters Score -8231244 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8970 members 
Mstep: Class 2 contains 33982 members 
Entering Unmasked Estep 
Score: -8231238.500000 Penalty: 5291.247559
	Iteration 53Q: 3 clusters Score -8231238 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 33983 members 
Entering Unmasked Estep 
Score: -8231238.500000 Penalty: 5291.247559
	Iteration 54Q: 3 clusters Score -8231238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -8231242.000000 Penalty: 5291.247559
	Iteration 55Q: 3 clusters Score -8231242 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -8231242.000000 Penalty: 5291.247559
	Iteration 56F: 3 clusters Score -8231242 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -23213.625000 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -23213.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 74 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -22299.117188 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -22299.12 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22331.708984 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -22331.71 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22335.716797 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -22335.72 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22344.730469 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -22344.73 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22344.730469 Penalty: 2514.176514
	Iteration 4F: 3 clusters Score -22344.73 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1756 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Entering Unmasked Estep 
Score: -311675.312500 Penalty: 1852.756836
	Iteration 0F: 2 clusters Score -311675.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 899 members 
Mstep: Class 2 contains 857 members 
Entering Unmasked Estep 
Score: -309262.156250 Penalty: 3705.513672
	Iteration 0F: 3 clusters Score -309262.2 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 808 members 
Entering Unmasked Estep 
Score: -309798.843750 Penalty: 3705.513672
	Iteration 1F: 3 clusters Score -309798.8 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1036 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -310073.062500 Penalty: 3705.513672
	Iteration 2F: 3 clusters Score -310073.1 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -310416.843750 Penalty: 3705.513672
	Iteration 3F: 3 clusters Score -310416.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -310775.250000 Penalty: 3705.513672
	Iteration 4F: 3 clusters Score -310775.2 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -311059.187500 Penalty: 3705.513672
	Iteration 5F: 3 clusters Score -311059.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -311184.875000 Penalty: 3705.513672
	Iteration 6Q: 3 clusters Score -311184.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -311234.656250 Penalty: 3705.513672
	Iteration 7Q: 3 clusters Score -311234.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -311261.750000 Penalty: 3705.513672
	Iteration 8Q: 3 clusters Score -311261.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -311287.093750 Penalty: 3705.513672
	Iteration 9Q: 3 clusters Score -311287.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -311304.250000 Penalty: 3705.513672
	Iteration 10Q: 3 clusters Score -311304.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 503 members 
Entering Unmasked Estep 
Score: -311324.343750 Penalty: 3705.513672
	Iteration 11Q: 3 clusters Score -311324.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -311338.406250 Penalty: 3705.513672
	Iteration 12Q: 3 clusters Score -311338.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -311347.593750 Penalty: 3705.513672
	Iteration 13Q: 3 clusters Score -311347.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -311347.593750 Penalty: 3705.513672
	Iteration 14F: 3 clusters Score -311347.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (316 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Entering Unmasked Estep 
Score: -46137.789062 Penalty: 1427.424072
	Iteration 0F: 2 clusters Score -46137.79 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -44914.542969 Penalty: 2854.848145
	Iteration 0F: 3 clusters Score -44914.54 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -45103.644531 Penalty: 2854.848145
	Iteration 1F: 3 clusters Score -45103.64 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45197.191406 Penalty: 2854.848145
	Iteration 2Q: 3 clusters Score -45197.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45255.382812 Penalty: 2854.848145
	Iteration 3Q: 3 clusters Score -45255.38 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45290.054688 Penalty: 2854.848145
	Iteration 4Q: 3 clusters Score -45290.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 151 members 
Entering Unmasked Estep 
Score: -45311.015625 Penalty: 2854.848145
	Iteration 5Q: 3 clusters Score -45311.02 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -45315.132812 Penalty: 2854.848145
	Iteration 6Q: 3 clusters Score -45315.13 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45327.925781 Penalty: 2854.848145
	Iteration 7Q: 3 clusters Score -45327.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -45341.171875 Penalty: 2854.848145
	Iteration 8Q: 3 clusters Score -45341.17 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45355.906250 Penalty: 2854.848145
	Iteration 9Q: 3 clusters Score -45355.91 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45359.441406 Penalty: 2854.848145
	Iteration 10Q: 3 clusters Score -45359.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45362.785156 Penalty: 2854.848145
	Iteration 11Q: 3 clusters Score -45362.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45366.050781 Penalty: 2854.848145
	Iteration 12Q: 3 clusters Score -45366.05 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45366.050781 Penalty: 2854.848145
	Iteration 13F: 3 clusters Score -45366.05 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (45178 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45178 members 
Entering Unmasked Estep 
Score: -8692396.000000 Penalty: 2658.154785
	Iteration 0F: 2 clusters Score -8692396 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22522 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -8665437.000000 Penalty: 5316.309570
	Iteration 0F: 3 clusters Score -8665437 nChanged 20934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21868 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -8676955.000000 Penalty: 5316.309570
	Iteration 1F: 3 clusters Score -8676955 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21470 members 
Mstep: Class 2 contains 23708 members 
Entering Unmasked Estep 
Score: -8677471.000000 Penalty: 5316.309570
	Iteration 2Q: 3 clusters Score -8677471 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 24260 members 
Entering Unmasked Estep 
Score: -8678078.000000 Penalty: 5316.309570
	Iteration 3Q: 3 clusters Score -8678078 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20191 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -8678693.000000 Penalty: 5316.309570
	Iteration 4Q: 3 clusters Score -8678693 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19281 members 
Mstep: Class 2 contains 25897 members 
Entering Unmasked Estep 
Score: -8679440.000000 Penalty: 5316.309570
	Iteration 5Q: 3 clusters Score -8679440 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18089 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -8680282.000000 Penalty: 5316.309570
	Iteration 6Q: 3 clusters Score -8680282 nChanged 2152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 28461 members 
Entering Unmasked Estep 
Score: -8681367.000000 Penalty: 5316.309570
	Iteration 7Q: 3 clusters Score -8681367 nChanged 2270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15195 members 
Mstep: Class 2 contains 29983 members 
Entering Unmasked Estep 
Score: -8682795.000000 Penalty: 5316.309570
	Iteration 8F: 3 clusters Score -8682795 nChanged 2251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13786 members 
Mstep: Class 2 contains 31392 members 
Entering Unmasked Estep 
Score: -8684407.000000 Penalty: 5316.309570
	Iteration 9Q: 3 clusters Score -8684407 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12661 members 
Mstep: Class 2 contains 32517 members 
Entering Unmasked Estep 
Score: -8685856.000000 Penalty: 5316.309570
	Iteration 10Q: 3 clusters Score -8685856 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11822 members 
Mstep: Class 2 contains 33356 members 
Entering Unmasked Estep 
Score: -8686820.000000 Penalty: 5316.309570
	Iteration 11Q: 3 clusters Score -8686820 nChanged 1414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11210 members 
Mstep: Class 2 contains 33968 members 
Entering Unmasked Estep 
Score: -8687358.000000 Penalty: 5316.309570
	Iteration 12Q: 3 clusters Score -8687358 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10628 members 
Mstep: Class 2 contains 34550 members 
Entering Unmasked Estep 
Score: -8687629.000000 Penalty: 5316.309570
	Iteration 13Q: 3 clusters Score -8687629 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 35086 members 
Entering Unmasked Estep 
Score: -8687765.000000 Penalty: 5316.309570
	Iteration 14Q: 3 clusters Score -8687765 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9575 members 
Mstep: Class 2 contains 35603 members 
Entering Unmasked Estep 
Score: -8687844.000000 Penalty: 5316.309570
	Iteration 15Q: 3 clusters Score -8687844 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 36100 members 
Entering Unmasked Estep 
Score: -8687977.000000 Penalty: 5316.309570
	Iteration 16Q: 3 clusters Score -8687977 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8573 members 
Mstep: Class 2 contains 36605 members 
Entering Unmasked Estep 
Score: -8688079.000000 Penalty: 5316.309570
	Iteration 17Q: 3 clusters Score -8688079 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8051 members 
Mstep: Class 2 contains 37127 members 
Entering Unmasked Estep 
Score: -8688161.000000 Penalty: 5316.309570
	Iteration 18Q: 3 clusters Score -8688161 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -8688251.000000 Penalty: 5316.309570
	Iteration 19Q: 3 clusters Score -8688251 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 38077 members 
Entering Unmasked Estep 
Score: -8688322.000000 Penalty: 5316.309570
	Iteration 20F: 3 clusters Score -8688322 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6638 members 
Mstep: Class 2 contains 38540 members 
Entering Unmasked Estep 
Score: -8688408.000000 Penalty: 5316.309570
	Iteration 21Q: 3 clusters Score -8688408 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6182 members 
Mstep: Class 2 contains 38996 members 
Entering Unmasked Estep 
Score: -8688470.000000 Penalty: 5316.309570
	Iteration 22Q: 3 clusters Score -8688470 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5772 members 
Mstep: Class 2 contains 39406 members 
Entering Unmasked Estep 
Score: -8688540.000000 Penalty: 5316.309570
	Iteration 23Q: 3 clusters Score -8688540 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5370 members 
Mstep: Class 2 contains 39808 members 
Entering Unmasked Estep 
Score: -8688651.000000 Penalty: 5316.309570
	Iteration 24Q: 3 clusters Score -8688651 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 40160 members 
Entering Unmasked Estep 
Score: -8688732.000000 Penalty: 5316.309570
	Iteration 25Q: 3 clusters Score -8688732 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4704 members 
Mstep: Class 2 contains 40474 members 
Entering Unmasked Estep 
Score: -8688789.000000 Penalty: 5316.309570
	Iteration 26Q: 3 clusters Score -8688789 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4429 members 
Mstep: Class 2 contains 40749 members 
Entering Unmasked Estep 
Score: -8688837.000000 Penalty: 5316.309570
	Iteration 27Q: 3 clusters Score -8688837 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -8688928.000000 Penalty: 5316.309570
	Iteration 28Q: 3 clusters Score -8688928 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3893 members 
Mstep: Class 2 contains 41285 members 
Entering Unmasked Estep 
Score: -8689032.000000 Penalty: 5316.309570
	Iteration 29Q: 3 clusters Score -8689032 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3636 members 
Mstep: Class 2 contains 41542 members 
Entering Unmasked Estep 
Score: -8689081.000000 Penalty: 5316.309570
	Iteration 30Q: 3 clusters Score -8689081 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 41776 members 
Entering Unmasked Estep 
Score: -8689162.000000 Penalty: 5316.309570
	Iteration 31Q: 3 clusters Score -8689162 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 41967 members 
Entering Unmasked Estep 
Score: -8689216.000000 Penalty: 5316.309570
	Iteration 32Q: 3 clusters Score -8689216 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3058 members 
Mstep: Class 2 contains 42120 members 
Entering Unmasked Estep 
Score: -8689245.000000 Penalty: 5316.309570
	Iteration 33Q: 3 clusters Score -8689245 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 42251 members 
Entering Unmasked Estep 
Score: -8689261.000000 Penalty: 5316.309570
	Iteration 34Q: 3 clusters Score -8689261 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2785 members 
Mstep: Class 2 contains 42393 members 
Entering Unmasked Estep 
Score: -8689305.000000 Penalty: 5316.309570
	Iteration 35Q: 3 clusters Score -8689305 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 42530 members 
Entering Unmasked Estep 
Score: -8689361.000000 Penalty: 5316.309570
	Iteration 36Q: 3 clusters Score -8689361 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2518 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -8689401.000000 Penalty: 5316.309570
	Iteration 37Q: 3 clusters Score -8689401 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2404 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -8689438.000000 Penalty: 5316.309570
	Iteration 38Q: 3 clusters Score -8689438 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 42872 members 
Entering Unmasked Estep 
Score: -8689485.000000 Penalty: 5316.309570
	Iteration 39Q: 3 clusters Score -8689485 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 42955 members 
Entering Unmasked Estep 
Score: -8689496.000000 Penalty: 5316.309570
	Iteration 40F: 3 clusters Score -8689496 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 43049 members 
Entering Unmasked Estep 
Score: -8689536.000000 Penalty: 5316.309570
	Iteration 41Q: 3 clusters Score -8689536 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2041 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -8689542.000000 Penalty: 5316.309570
	Iteration 42Q: 3 clusters Score -8689542 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 43213 members 
Entering Unmasked Estep 
Score: -8689564.000000 Penalty: 5316.309570
	Iteration 43Q: 3 clusters Score -8689564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 43285 members 
Entering Unmasked Estep 
Score: -8689583.000000 Penalty: 5316.309570
	Iteration 44Q: 3 clusters Score -8689583 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1834 members 
Mstep: Class 2 contains 43344 members 
Entering Unmasked Estep 
Score: -8689602.000000 Penalty: 5316.309570
	Iteration 45Q: 3 clusters Score -8689602 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 43402 members 
Entering Unmasked Estep 
Score: -8689627.000000 Penalty: 5316.309570
	Iteration 46Q: 3 clusters Score -8689627 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -8689657.000000 Penalty: 5316.309570
	Iteration 47Q: 3 clusters Score -8689657 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1668 members 
Mstep: Class 2 contains 43510 members 
Entering Unmasked Estep 
Score: -8689689.000000 Penalty: 5316.309570
	Iteration 48Q: 3 clusters Score -8689689 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 43552 members 
Entering Unmasked Estep 
Score: -8689716.000000 Penalty: 5316.309570
	Iteration 49Q: 3 clusters Score -8689716 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1587 members 
Mstep: Class 2 contains 43591 members 
Entering Unmasked Estep 
Score: -8689721.000000 Penalty: 5316.309570
	Iteration 50Q: 3 clusters Score -8689721 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 43631 members 
Entering Unmasked Estep 
Score: -8689739.000000 Penalty: 5316.309570
	Iteration 51Q: 3 clusters Score -8689739 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
Score: -8689748.000000 Penalty: 5316.309570
	Iteration 52Q: 3 clusters Score -8689748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 43696 members 
Entering Unmasked Estep 
Score: -8689764.000000 Penalty: 5316.309570
	Iteration 53Q: 3 clusters Score -8689764 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1454 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -8689774.000000 Penalty: 5316.309570
	Iteration 54Q: 3 clusters Score -8689774 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 43751 members 
Entering Unmasked Estep 
Score: -8689770.000000 Penalty: 5316.309570
	Iteration 55Q: 3 clusters Score -8689770 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -8689796.000000 Penalty: 5316.309570
	Iteration 56Q: 3 clusters Score -8689796 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 43802 members 
Entering Unmasked Estep 
Score: -8689824.000000 Penalty: 5316.309570
	Iteration 57Q: 3 clusters Score -8689824 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 43834 members 
Entering Unmasked Estep 
Score: -8689839.000000 Penalty: 5316.309570
	Iteration 58Q: 3 clusters Score -8689839 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 43868 members 
Entering Unmasked Estep 
Score: -8689846.000000 Penalty: 5316.309570
	Iteration 59Q: 3 clusters Score -8689846 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1283 members 
Mstep: Class 2 contains 43895 members 
Entering Unmasked Estep 
Score: -8689859.000000 Penalty: 5316.309570
	Iteration 60F: 3 clusters Score -8689859 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 43920 members 
Entering Unmasked Estep 
Score: -8689857.000000 Penalty: 5316.309570
	Iteration 61Q: 3 clusters Score -8689857 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 43940 members 
Entering Unmasked Estep 
Score: -8689881.000000 Penalty: 5316.309570
	Iteration 62Q: 3 clusters Score -8689881 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 43952 members 
Entering Unmasked Estep 
Score: -8689889.000000 Penalty: 5316.309570
	Iteration 63Q: 3 clusters Score -8689889 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 43957 members 
Entering Unmasked Estep 
Score: -8689898.000000 Penalty: 5316.309570
	Iteration 64Q: 3 clusters Score -8689898 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 43963 members 
Entering Unmasked Estep 
Score: -8689895.000000 Penalty: 5316.309570
	Iteration 65Q: 3 clusters Score -8689895 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1210 members 
Mstep: Class 2 contains 43968 members 
Entering Unmasked Estep 
Score: -8689893.000000 Penalty: 5316.309570
	Iteration 66Q: 3 clusters Score -8689893 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 43969 members 
Entering Unmasked Estep 
Score: -8689895.000000 Penalty: 5316.309570
	Iteration 67Q: 3 clusters Score -8689895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 43971 members 
Entering Unmasked Estep 
Score: -8689904.000000 Penalty: 5316.309570
	Iteration 68Q: 3 clusters Score -8689904 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -8689905.000000 Penalty: 5316.309570
	Iteration 69Q: 3 clusters Score -8689905 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 43972 members 
Entering Unmasked Estep 
Score: -8689905.000000 Penalty: 5316.309570
	Iteration 70F: 3 clusters Score -8689905 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -205049.843750 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -205049.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 539 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -203083.531250 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -203083.5 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -203449.546875 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -203449.5 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -203779.500000 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -203779.5 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -203899.328125 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -203899.3 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 642 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -204039.218750 Penalty: 3463.500000
	Iteration 4F: 3 clusters Score -204039.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -204189.640625 Penalty: 3463.500000
	Iteration 5F: 3 clusters Score -204189.6 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -204288.578125 Penalty: 3463.500000
	Iteration 6F: 3 clusters Score -204288.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 317 members 
Entering Unmasked Estep 
Score: -204346.546875 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -204346.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -204397.671875 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -204397.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -204444.765625 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -204444.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -204484.031250 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -204484 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -204512.421875 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -204512.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -204531.265625 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -204531.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -204545.203125 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -204545.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -204553.500000 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -204553.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 814 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -204561.140625 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -204561.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -204566.343750 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -204566.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -204569.484375 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -204569.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -204569.484375 Penalty: 3463.500000
	Iteration 18F: 3 clusters Score -204569.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29634 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29634 members 
Entering Unmasked Estep 
Score: -5945796.500000 Penalty: 2553.575928
	Iteration 0F: 2 clusters Score -5945796 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14802 members 
Mstep: Class 2 contains 14832 members 
Entering Unmasked Estep 
Score: -5927546.500000 Penalty: 5107.151855
	Iteration 0F: 3 clusters Score -5927546 nChanged 13359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14721 members 
Mstep: Class 2 contains 14913 members 
Entering Unmasked Estep 
Score: -5934821.500000 Penalty: 5107.151855
	Iteration 1F: 3 clusters Score -5934822 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14587 members 
Mstep: Class 2 contains 15047 members 
Entering Unmasked Estep 
Score: -5935253.000000 Penalty: 5107.151855
	Iteration 2Q: 3 clusters Score -5935253 nChanged 1216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14441 members 
Mstep: Class 2 contains 15193 members 
Entering Unmasked Estep 
Score: -5935596.000000 Penalty: 5107.151855
	Iteration 3Q: 3 clusters Score -5935596 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -5935906.500000 Penalty: 5107.151855
	Iteration 4Q: 3 clusters Score -5935906 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13988 members 
Mstep: Class 2 contains 15646 members 
Entering Unmasked Estep 
Score: -5936206.500000 Penalty: 5107.151855
	Iteration 5Q: 3 clusters Score -5936206 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13643 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -5936562.000000 Penalty: 5107.151855
	Iteration 6Q: 3 clusters Score -5936562 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13150 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -5937001.500000 Penalty: 5107.151855
	Iteration 7Q: 3 clusters Score -5937002 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12486 members 
Mstep: Class 2 contains 17148 members 
Entering Unmasked Estep 
Score: -5937577.500000 Penalty: 5107.151855
	Iteration 8Q: 3 clusters Score -5937578 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11643 members 
Mstep: Class 2 contains 17991 members 
Entering Unmasked Estep 
Score: -5938380.500000 Penalty: 5107.151855
	Iteration 9Q: 3 clusters Score -5938380 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10761 members 
Mstep: Class 2 contains 18873 members 
Entering Unmasked Estep 
Score: -5939514.500000 Penalty: 5107.151855
	Iteration 10F: 3 clusters Score -5939514 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 19727 members 
Entering Unmasked Estep 
Score: -5940841.500000 Penalty: 5107.151855
	Iteration 11F: 3 clusters Score -5940842 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9186 members 
Mstep: Class 2 contains 20448 members 
Entering Unmasked Estep 
Score: -5941936.500000 Penalty: 5107.151855
	Iteration 12Q: 3 clusters Score -5941936 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8557 members 
Mstep: Class 2 contains 21077 members 
Entering Unmasked Estep 
Score: -5942590.000000 Penalty: 5107.151855
	Iteration 13Q: 3 clusters Score -5942590 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8027 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5942938.000000 Penalty: 5107.151855
	Iteration 14Q: 3 clusters Score -5942938 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7556 members 
Mstep: Class 2 contains 22078 members 
Entering Unmasked Estep 
Score: -5943221.500000 Penalty: 5107.151855
	Iteration 15Q: 3 clusters Score -5943222 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7173 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -5943377.000000 Penalty: 5107.151855
	Iteration 16Q: 3 clusters Score -5943377 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6893 members 
Mstep: Class 2 contains 22741 members 
Entering Unmasked Estep 
Score: -5943492.000000 Penalty: 5107.151855
	Iteration 17Q: 3 clusters Score -5943492 nChanged 360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6751 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -5943593.000000 Penalty: 5107.151855
	Iteration 18Q: 3 clusters Score -5943593 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6639 members 
Mstep: Class 2 contains 22995 members 
Entering Unmasked Estep 
Score: -5943698.500000 Penalty: 5107.151855
	Iteration 19Q: 3 clusters Score -5943698 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6567 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -5943778.000000 Penalty: 5107.151855
	Iteration 20F: 3 clusters Score -5943778 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6505 members 
Mstep: Class 2 contains 23129 members 
Entering Unmasked Estep 
Score: -5943857.000000 Penalty: 5107.151855
	Iteration 21Q: 3 clusters Score -5943857 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6506 members 
Mstep: Class 2 contains 23128 members 
Entering Unmasked Estep 
Score: -5943930.000000 Penalty: 5107.151855
	Iteration 22Q: 3 clusters Score -5943930 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6520 members 
Mstep: Class 2 contains 23114 members 
Entering Unmasked Estep 
Score: -5944004.500000 Penalty: 5107.151855
	Iteration 23Q: 3 clusters Score -5944004 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 23093 members 
Entering Unmasked Estep 
Score: -5944056.500000 Penalty: 5107.151855
	Iteration 24Q: 3 clusters Score -5944056 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6556 members 
Mstep: Class 2 contains 23078 members 
Entering Unmasked Estep 
Score: -5944088.500000 Penalty: 5107.151855
	Iteration 25Q: 3 clusters Score -5944088 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -5944112.000000 Penalty: 5107.151855
	Iteration 26Q: 3 clusters Score -5944112 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6683 members 
Mstep: Class 2 contains 22951 members 
Entering Unmasked Estep 
Score: -5944170.500000 Penalty: 5107.151855
	Iteration 27Q: 3 clusters Score -5944170 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6721 members 
Mstep: Class 2 contains 22913 members 
Entering Unmasked Estep 
Score: -5944236.500000 Penalty: 5107.151855
	Iteration 28Q: 3 clusters Score -5944236 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6750 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5944259.000000 Penalty: 5107.151855
	Iteration 29Q: 3 clusters Score -5944259 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -5944290.500000 Penalty: 5107.151855
	Iteration 30Q: 3 clusters Score -5944290 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6795 members 
Mstep: Class 2 contains 22839 members 
Entering Unmasked Estep 
Score: -5944316.500000 Penalty: 5107.151855
	Iteration 31Q: 3 clusters Score -5944316 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6778 members 
Mstep: Class 2 contains 22856 members 
Entering Unmasked Estep 
Score: -5944353.000000 Penalty: 5107.151855
	Iteration 32Q: 3 clusters Score -5944353 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6786 members 
Mstep: Class 2 contains 22848 members 
Entering Unmasked Estep 
Score: -5944371.000000 Penalty: 5107.151855
	Iteration 33Q: 3 clusters Score -5944371 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6781 members 
Mstep: Class 2 contains 22853 members 
Entering Unmasked Estep 
Score: -5944393.000000 Penalty: 5107.151855
	Iteration 34Q: 3 clusters Score -5944393 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6774 members 
Mstep: Class 2 contains 22860 members 
Entering Unmasked Estep 
Score: -5944419.000000 Penalty: 5107.151855
	Iteration 35Q: 3 clusters Score -5944419 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6768 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -5944429.500000 Penalty: 5107.151855
	Iteration 36Q: 3 clusters Score -5944430 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6762 members 
Mstep: Class 2 contains 22872 members 
Entering Unmasked Estep 
Score: -5944418.000000 Penalty: 5107.151855
	Iteration 37Q: 3 clusters Score -5944418 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6747 members 
Mstep: Class 2 contains 22887 members 
Entering Unmasked Estep 
Score: -5944420.000000 Penalty: 5107.151855
	Iteration 38Q: 3 clusters Score -5944420 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 22898 members 
Entering Unmasked Estep 
Score: -5944417.500000 Penalty: 5107.151855
	Iteration 39Q: 3 clusters Score -5944418 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6723 members 
Mstep: Class 2 contains 22911 members 
Entering Unmasked Estep 
Score: -5944422.500000 Penalty: 5107.151855
	Iteration 40F: 3 clusters Score -5944422 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6716 members 
Mstep: Class 2 contains 22918 members 
Entering Unmasked Estep 
Score: -5944424.500000 Penalty: 5107.151855
	Iteration 41Q: 3 clusters Score -5944424 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 22933 members 
Entering Unmasked Estep 
Score: -5944419.000000 Penalty: 5107.151855
	Iteration 42Q: 3 clusters Score -5944419 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -5944420.000000 Penalty: 5107.151855
	Iteration 43Q: 3 clusters Score -5944420 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6695 members 
Mstep: Class 2 contains 22939 members 
Entering Unmasked Estep 
Score: -5944422.500000 Penalty: 5107.151855
	Iteration 44Q: 3 clusters Score -5944422 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6697 members 
Mstep: Class 2 contains 22937 members 
Entering Unmasked Estep 
Score: -5944429.000000 Penalty: 5107.151855
	Iteration 45Q: 3 clusters Score -5944429 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6690 members 
Mstep: Class 2 contains 22944 members 
Entering Unmasked Estep 
Score: -5944433.500000 Penalty: 5107.151855
	Iteration 46Q: 3 clusters Score -5944434 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6689 members 
Mstep: Class 2 contains 22945 members 
Entering Unmasked Estep 
Score: -5944440.000000 Penalty: 5107.151855
	Iteration 47Q: 3 clusters Score -5944440 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6687 members 
Mstep: Class 2 contains 22947 members 
Entering Unmasked Estep 
Score: -5944441.500000 Penalty: 5107.151855
	Iteration 48Q: 3 clusters Score -5944442 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6681 members 
Mstep: Class 2 contains 22953 members 
Entering Unmasked Estep 
Score: -5944426.000000 Penalty: 5107.151855
	Iteration 49Q: 3 clusters Score -5944426 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 22961 members 
Entering Unmasked Estep 
Score: -5944432.500000 Penalty: 5107.151855
	Iteration 50Q: 3 clusters Score -5944432 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6672 members 
Mstep: Class 2 contains 22962 members 
Entering Unmasked Estep 
Score: -5944434.500000 Penalty: 5107.151855
	Iteration 51Q: 3 clusters Score -5944434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6668 members 
Mstep: Class 2 contains 22966 members 
Entering Unmasked Estep 
Score: -5944441.000000 Penalty: 5107.151855
	Iteration 52Q: 3 clusters Score -5944441 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6665 members 
Mstep: Class 2 contains 22969 members 
Entering Unmasked Estep 
Score: -5944434.500000 Penalty: 5107.151855
	Iteration 53Q: 3 clusters Score -5944434 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6666 members 
Mstep: Class 2 contains 22968 members 
Entering Unmasked Estep 
Score: -5944429.500000 Penalty: 5107.151855
	Iteration 54Q: 3 clusters Score -5944430 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6664 members 
Mstep: Class 2 contains 22970 members 
Entering Unmasked Estep 
Score: -5944423.000000 Penalty: 5107.151855
	Iteration 55Q: 3 clusters Score -5944423 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 22975 members 
Entering Unmasked Estep 
Score: -5944422.500000 Penalty: 5107.151855
	Iteration 56Q: 3 clusters Score -5944422 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6660 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -5944412.000000 Penalty: 5107.151855
	Iteration 57Q: 3 clusters Score -5944412 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -5944406.500000 Penalty: 5107.151855
	Iteration 58Q: 3 clusters Score -5944406 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6658 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -5944406.500000 Penalty: 5107.151855
	Iteration 59F: 3 clusters Score -5944406 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23559 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Entering Unmasked Estep 
Score: -4355743.000000 Penalty: 2496.681396
	Iteration 0F: 2 clusters Score -4355743 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11721 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -4339486.000000 Penalty: 4993.362793
	Iteration 0F: 3 clusters Score -4339486 nChanged 10316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11615 members 
Mstep: Class 2 contains 11944 members 
Entering Unmasked Estep 
Score: -4344872.500000 Penalty: 4993.362793
	Iteration 1F: 3 clusters Score -4344872 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11571 members 
Mstep: Class 2 contains 11988 members 
Entering Unmasked Estep 
Score: -4345225.000000 Penalty: 4993.362793
	Iteration 2Q: 3 clusters Score -4345225 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11492 members 
Mstep: Class 2 contains 12067 members 
Entering Unmasked Estep 
Score: -4345511.500000 Penalty: 4993.362793
	Iteration 3Q: 3 clusters Score -4345512 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11382 members 
Mstep: Class 2 contains 12177 members 
Entering Unmasked Estep 
Score: -4345785.000000 Penalty: 4993.362793
	Iteration 4Q: 3 clusters Score -4345785 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11233 members 
Mstep: Class 2 contains 12326 members 
Entering Unmasked Estep 
Score: -4346135.500000 Penalty: 4993.362793
	Iteration 5Q: 3 clusters Score -4346136 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11039 members 
Mstep: Class 2 contains 12520 members 
Entering Unmasked Estep 
Score: -4346487.000000 Penalty: 4993.362793
	Iteration 6Q: 3 clusters Score -4346487 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10785 members 
Mstep: Class 2 contains 12774 members 
Entering Unmasked Estep 
Score: -4346906.000000 Penalty: 4993.362793
	Iteration 7Q: 3 clusters Score -4346906 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10410 members 
Mstep: Class 2 contains 13149 members 
Entering Unmasked Estep 
Score: -4347413.000000 Penalty: 4993.362793
	Iteration 8Q: 3 clusters Score -4347413 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 13616 members 
Entering Unmasked Estep 
Score: -4347942.000000 Penalty: 4993.362793
	Iteration 9Q: 3 clusters Score -4347942 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9253 members 
Mstep: Class 2 contains 14306 members 
Entering Unmasked Estep 
Score: -4348543.500000 Penalty: 4993.362793
	Iteration 10Q: 3 clusters Score -4348544 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8372 members 
Mstep: Class 2 contains 15187 members 
Entering Unmasked Estep 
Score: -4349228.500000 Penalty: 4993.362793
	Iteration 11F: 3 clusters Score -4349228 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7318 members 
Mstep: Class 2 contains 16241 members 
Entering Unmasked Estep 
Score: -4350078.500000 Penalty: 4993.362793
	Iteration 12F: 3 clusters Score -4350078 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6262 members 
Mstep: Class 2 contains 17297 members 
Entering Unmasked Estep 
Score: -4350942.500000 Penalty: 4993.362793
	Iteration 13F: 3 clusters Score -4350942 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5325 members 
Mstep: Class 2 contains 18234 members 
Entering Unmasked Estep 
Score: -4351629.000000 Penalty: 4993.362793
	Iteration 14Q: 3 clusters Score -4351629 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4612 members 
Mstep: Class 2 contains 18947 members 
Entering Unmasked Estep 
Score: -4352091.500000 Penalty: 4993.362793
	Iteration 15Q: 3 clusters Score -4352092 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4016 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -4352490.500000 Penalty: 4993.362793
	Iteration 16Q: 3 clusters Score -4352490 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 20034 members 
Entering Unmasked Estep 
Score: -4352891.500000 Penalty: 4993.362793
	Iteration 17Q: 3 clusters Score -4352892 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 20466 members 
Entering Unmasked Estep 
Score: -4353383.000000 Penalty: 4993.362793
	Iteration 18Q: 3 clusters Score -4353383 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 20792 members 
Entering Unmasked Estep 
Score: -4353766.500000 Penalty: 4993.362793
	Iteration 19Q: 3 clusters Score -4353766 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -4353972.000000 Penalty: 4993.362793
	Iteration 20F: 3 clusters Score -4353972 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2374 members 
Mstep: Class 2 contains 21185 members 
Entering Unmasked Estep 
Score: -4354071.000000 Penalty: 4993.362793
	Iteration 21Q: 3 clusters Score -4354071 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 21302 members 
Entering Unmasked Estep 
Score: -4354130.000000 Penalty: 4993.362793
	Iteration 22Q: 3 clusters Score -4354130 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 21383 members 
Entering Unmasked Estep 
Score: -4354170.500000 Penalty: 4993.362793
	Iteration 23Q: 3 clusters Score -4354170 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2097 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -4354190.500000 Penalty: 4993.362793
	Iteration 24Q: 3 clusters Score -4354190 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 21513 members 
Entering Unmasked Estep 
Score: -4354207.000000 Penalty: 4993.362793
	Iteration 25Q: 3 clusters Score -4354207 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 21557 members 
Entering Unmasked Estep 
Score: -4354227.000000 Penalty: 4993.362793
	Iteration 26Q: 3 clusters Score -4354227 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 21592 members 
Entering Unmasked Estep 
Score: -4354249.500000 Penalty: 4993.362793
	Iteration 27Q: 3 clusters Score -4354250 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 21621 members 
Entering Unmasked Estep 
Score: -4354255.500000 Penalty: 4993.362793
	Iteration 28Q: 3 clusters Score -4354256 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -4354267.500000 Penalty: 4993.362793
	Iteration 29Q: 3 clusters Score -4354268 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1896 members 
Mstep: Class 2 contains 21663 members 
Entering Unmasked Estep 
Score: -4354274.000000 Penalty: 4993.362793
	Iteration 30Q: 3 clusters Score -4354274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -4354274.000000 Penalty: 4993.362793
	Iteration 31Q: 3 clusters Score -4354274 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 21686 members 
Entering Unmasked Estep 
Score: -4354276.000000 Penalty: 4993.362793
	Iteration 32Q: 3 clusters Score -4354276 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 21689 members 
Entering Unmasked Estep 
Score: -4354273.000000 Penalty: 4993.362793
	Iteration 33Q: 3 clusters Score -4354273 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -4354277.500000 Penalty: 4993.362793
	Iteration 34Q: 3 clusters Score -4354278 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 21691 members 
Entering Unmasked Estep 
Score: -4354277.500000 Penalty: 4993.362793
	Iteration 35F: 3 clusters Score -4354278 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (106 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Entering Unmasked Estep 
Score: -11096.699219 Penalty: 1156.532959
	Iteration 0F: 2 clusters Score -11096.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 43 members 
Entering Unmasked Estep 
Score: -10612.403320 Penalty: 2313.065918
	Iteration 0F: 3 clusters Score -10612.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 42 members 
Entering Unmasked Estep 
Score: -10730.559570 Penalty: 2313.065918
	Iteration 1F: 3 clusters Score -10730.56 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -10755.929688 Penalty: 2313.065918
	Iteration 2Q: 3 clusters Score -10755.93 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 41 members 
Entering Unmasked Estep 
Score: -10755.929688 Penalty: 2313.065918
	Iteration 3F: 3 clusters Score -10755.93 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (27461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Entering Unmasked Estep 
Score: -5247770.500000 Penalty: 2534.689453
	Iteration 0F: 2 clusters Score -5247770 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13726 members 
Mstep: Class 2 contains 13735 members 
Entering Unmasked Estep 
Score: -5229002.000000 Penalty: 5069.378906
	Iteration 0F: 3 clusters Score -5229002 nChanged 12300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 13771 members 
Entering Unmasked Estep 
Score: -5235461.500000 Penalty: 5069.378906
	Iteration 1F: 3 clusters Score -5235462 nChanged 1284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13678 members 
Mstep: Class 2 contains 13783 members 
Entering Unmasked Estep 
Score: -5235890.000000 Penalty: 5069.378906
	Iteration 2Q: 3 clusters Score -5235890 nChanged 1115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13689 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -5236212.500000 Penalty: 5069.378906
	Iteration 3Q: 3 clusters Score -5236212 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13698 members 
Mstep: Class 2 contains 13763 members 
Entering Unmasked Estep 
Score: -5236471.500000 Penalty: 5069.378906
	Iteration 4Q: 3 clusters Score -5236472 nChanged 859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13679 members 
Mstep: Class 2 contains 13782 members 
Entering Unmasked Estep 
Score: -5236664.500000 Penalty: 5069.378906
	Iteration 5Q: 3 clusters Score -5236664 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13667 members 
Mstep: Class 2 contains 13794 members 
Entering Unmasked Estep 
Score: -5236825.000000 Penalty: 5069.378906
	Iteration 6Q: 3 clusters Score -5236825 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13650 members 
Mstep: Class 2 contains 13811 members 
Entering Unmasked Estep 
Score: -5236986.500000 Penalty: 5069.378906
	Iteration 7Q: 3 clusters Score -5236986 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13631 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -5237124.500000 Penalty: 5069.378906
	Iteration 8Q: 3 clusters Score -5237124 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13596 members 
Mstep: Class 2 contains 13865 members 
Entering Unmasked Estep 
Score: -5237209.500000 Penalty: 5069.378906
	Iteration 9Q: 3 clusters Score -5237210 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13547 members 
Mstep: Class 2 contains 13914 members 
Entering Unmasked Estep 
Score: -5237324.500000 Penalty: 5069.378906
	Iteration 10Q: 3 clusters Score -5237324 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13440 members 
Mstep: Class 2 contains 14021 members 
Entering Unmasked Estep 
Score: -5237363.000000 Penalty: 5069.378906
	Iteration 11Q: 3 clusters Score -5237363 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13331 members 
Mstep: Class 2 contains 14130 members 
Entering Unmasked Estep 
Score: -5237444.500000 Penalty: 5069.378906
	Iteration 12Q: 3 clusters Score -5237444 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13203 members 
Mstep: Class 2 contains 14258 members 
Entering Unmasked Estep 
Score: -5237520.500000 Penalty: 5069.378906
	Iteration 13Q: 3 clusters Score -5237520 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 14422 members 
Entering Unmasked Estep 
Score: -5237587.000000 Penalty: 5069.378906
	Iteration 14Q: 3 clusters Score -5237587 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12845 members 
Mstep: Class 2 contains 14616 members 
Entering Unmasked Estep 
Score: -5237694.000000 Penalty: 5069.378906
	Iteration 15Q: 3 clusters Score -5237694 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12627 members 
Mstep: Class 2 contains 14834 members 
Entering Unmasked Estep 
Score: -5237760.000000 Penalty: 5069.378906
	Iteration 16Q: 3 clusters Score -5237760 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12383 members 
Mstep: Class 2 contains 15078 members 
Entering Unmasked Estep 
Score: -5237836.000000 Penalty: 5069.378906
	Iteration 17Q: 3 clusters Score -5237836 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 15399 members 
Entering Unmasked Estep 
Score: -5237915.500000 Penalty: 5069.378906
	Iteration 18Q: 3 clusters Score -5237916 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 15770 members 
Entering Unmasked Estep 
Score: -5238045.500000 Penalty: 5069.378906
	Iteration 19Q: 3 clusters Score -5238046 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11205 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -5238214.500000 Penalty: 5069.378906
	Iteration 20F: 3 clusters Score -5238214 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10582 members 
Mstep: Class 2 contains 16879 members 
Entering Unmasked Estep 
Score: -5238443.000000 Penalty: 5069.378906
	Iteration 21Q: 3 clusters Score -5238443 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -5238759.500000 Penalty: 5069.378906
	Iteration 22Q: 3 clusters Score -5238760 nChanged 959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8905 members 
Mstep: Class 2 contains 18556 members 
Entering Unmasked Estep 
Score: -5239243.500000 Penalty: 5069.378906
	Iteration 23Q: 3 clusters Score -5239244 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7884 members 
Mstep: Class 2 contains 19577 members 
Entering Unmasked Estep 
Score: -5239831.000000 Penalty: 5069.378906
	Iteration 24Q: 3 clusters Score -5239831 nChanged 1190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6738 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -5240612.000000 Penalty: 5069.378906
	Iteration 25Q: 3 clusters Score -5240612 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 21831 members 
Entering Unmasked Estep 
Score: -5241354.500000 Penalty: 5069.378906
	Iteration 26Q: 3 clusters Score -5241354 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4577 members 
Mstep: Class 2 contains 22884 members 
Entering Unmasked Estep 
Score: -5242114.000000 Penalty: 5069.378906
	Iteration 27Q: 3 clusters Score -5242114 nChanged 1010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3589 members 
Mstep: Class 2 contains 23872 members 
Entering Unmasked Estep 
Score: -5242856.000000 Penalty: 5069.378906
	Iteration 28Q: 3 clusters Score -5242856 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2780 members 
Mstep: Class 2 contains 24681 members 
Entering Unmasked Estep 
Score: -5243459.500000 Penalty: 5069.378906
	Iteration 29Q: 3 clusters Score -5243460 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2146 members 
Mstep: Class 2 contains 25315 members 
Entering Unmasked Estep 
Score: -5243928.000000 Penalty: 5069.378906
	Iteration 30Q: 3 clusters Score -5243928 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1622 members 
Mstep: Class 2 contains 25839 members 
Entering Unmasked Estep 
Score: -5244352.500000 Penalty: 5069.378906
	Iteration 31Q: 3 clusters Score -5244352 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 26250 members 
Entering Unmasked Estep 
Score: -5244678.500000 Penalty: 5069.378906
	Iteration 32Q: 3 clusters Score -5244678 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 26536 members 
Entering Unmasked Estep 
Score: -5244914.000000 Penalty: 5069.378906
	Iteration 33Q: 3 clusters Score -5244914 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 26733 members 
Entering Unmasked Estep 
Score: -5245081.000000 Penalty: 5069.378906
	Iteration 34Q: 3 clusters Score -5245081 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 26867 members 
Entering Unmasked Estep 
Score: -5245209.000000 Penalty: 5069.378906
	Iteration 35Q: 3 clusters Score -5245209 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 26960 members 
Entering Unmasked Estep 
Score: -5245308.000000 Penalty: 5069.378906
	Iteration 36Q: 3 clusters Score -5245308 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 27011 members 
Entering Unmasked Estep 
Score: -5245358.500000 Penalty: 5069.378906
	Iteration 37Q: 3 clusters Score -5245358 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -5245405.000000 Penalty: 5069.378906
	Iteration 38Q: 3 clusters Score -5245405 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 27070 members 
Entering Unmasked Estep 
Score: -5245430.000000 Penalty: 5069.378906
	Iteration 39Q: 3 clusters Score -5245430 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 27089 members 
Entering Unmasked Estep 
Score: -5245454.500000 Penalty: 5069.378906
	Iteration 40F: 3 clusters Score -5245454 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 27098 members 
Entering Unmasked Estep 
Score: -5245469.500000 Penalty: 5069.378906
	Iteration 41Q: 3 clusters Score -5245470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 27106 members 
Entering Unmasked Estep 
Score: -5245475.000000 Penalty: 5069.378906
	Iteration 42Q: 3 clusters Score -5245475 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 27114 members 
Entering Unmasked Estep 
Score: -5245483.500000 Penalty: 5069.378906
	Iteration 43Q: 3 clusters Score -5245484 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -5245508.000000 Penalty: 5069.378906
	Iteration 44Q: 3 clusters Score -5245508 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 27137 members 
Entering Unmasked Estep 
Score: -5245517.000000 Penalty: 5069.378906
	Iteration 45Q: 3 clusters Score -5245517 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -5245525.500000 Penalty: 5069.378906
	Iteration 46Q: 3 clusters Score -5245526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27141 members 
Entering Unmasked Estep 
Score: -5245527.500000 Penalty: 5069.378906
	Iteration 47Q: 3 clusters Score -5245528 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 27145 members 
Entering Unmasked Estep 
Score: -5245529.000000 Penalty: 5069.378906
	Iteration 48Q: 3 clusters Score -5245529 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 27147 members 
Entering Unmasked Estep 
Score: -5245536.500000 Penalty: 5069.378906
	Iteration 49Q: 3 clusters Score -5245536 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 27148 members 
Entering Unmasked Estep 
Score: -5245542.500000 Penalty: 5069.378906
	Iteration 50Q: 3 clusters Score -5245542 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -5245539.500000 Penalty: 5069.378906
	Iteration 51Q: 3 clusters Score -5245540 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 27149 members 
Entering Unmasked Estep 
Score: -5245539.500000 Penalty: 5069.378906
	Iteration 52F: 3 clusters Score -5245540 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -73280.937500 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -73280.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71843.468750 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -71843.47 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72013.406250 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -72013.41 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 226 members 
Entering Unmasked Estep 
Score: -72055.859375 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -72055.86 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -72070.851562 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -72070.85 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72093.593750 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -72093.59 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72129.093750 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -72129.09 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -72179.546875 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -72179.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -72205.179688 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -72205.18 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72221.195312 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -72221.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -72255.078125 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -72255.08 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72294.585938 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -72294.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 188 members 
Mstep: Class 2 contains 254 members 
Entering Unmasked Estep 
Score: -72359.757812 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -72359.76 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -72495.546875 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -72495.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 190 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -72524.835938 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -72524.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -72544.320312 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -72544.32 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 196 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -72557.562500 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -72557.56 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72571.226562 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -72571.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -72578.601562 Penalty: 3021.289795
	Iteration 17Q: 3 clusters Score -72578.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 203 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -72590.984375 Penalty: 3021.289795
	Iteration 18Q: 3 clusters Score -72590.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72600.210938 Penalty: 3021.289795
	Iteration 19Q: 3 clusters Score -72600.21 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -72618.679688 Penalty: 3021.289795
	Iteration 20F: 3 clusters Score -72618.68 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -72644.757812 Penalty: 3021.289795
	Iteration 21Q: 3 clusters Score -72644.76 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -72677.671875 Penalty: 3021.289795
	Iteration 22Q: 3 clusters Score -72677.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -72690.500000 Penalty: 3021.289795
	Iteration 23Q: 3 clusters Score -72690.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72694.757812 Penalty: 3021.289795
	Iteration 24Q: 3 clusters Score -72694.76 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72697.617188 Penalty: 3021.289795
	Iteration 25Q: 3 clusters Score -72697.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -72697.617188 Penalty: 3021.289795
	Iteration 26F: 3 clusters Score -72697.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -122666.273438 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -122666.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -120912.007812 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -120912 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -121148.132812 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -121148.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -121234.796875 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -121234.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -121283.132812 Penalty: 3276.227783
	Iteration 3Q: 3 clusters Score -121283.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -121313.890625 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -121313.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -121329.898438 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -121329.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -121337.218750 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -121337.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 388 members 
Entering Unmasked Estep 
Score: -121348.976562 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -121349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -121366.671875 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -121366.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -121372.281250 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -121372.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -121374.890625 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -121374.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -121381.937500 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -121381.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -121389.843750 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -121389.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -121393.039062 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -121393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -121395.390625 Penalty: 3276.227783
	Iteration 14Q: 3 clusters Score -121395.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -121396.703125 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -121396.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -121396.703125 Penalty: 3276.227783
	Iteration 16F: 3 clusters Score -121396.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (46312 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46312 members 
Entering Unmasked Estep 
Score: -8936228.000000 Penalty: 2664.302734
	Iteration 0F: 2 clusters Score -8936228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23127 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -8909700.000000 Penalty: 5328.605469
	Iteration 0F: 3 clusters Score -8909700 nChanged 21369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23224 members 
Mstep: Class 2 contains 23088 members 
Entering Unmasked Estep 
Score: -8921296.000000 Penalty: 5328.605469
	Iteration 1F: 3 clusters Score -8921296 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23478 members 
Mstep: Class 2 contains 22834 members 
Entering Unmasked Estep 
Score: -8921830.000000 Penalty: 5328.605469
	Iteration 2Q: 3 clusters Score -8921830 nChanged 1874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23780 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -8922399.000000 Penalty: 5328.605469
	Iteration 3Q: 3 clusters Score -8922399 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24209 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -8922898.000000 Penalty: 5328.605469
	Iteration 4Q: 3 clusters Score -8922898 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 21478 members 
Entering Unmasked Estep 
Score: -8923405.000000 Penalty: 5328.605469
	Iteration 5Q: 3 clusters Score -8923405 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25692 members 
Mstep: Class 2 contains 20620 members 
Entering Unmasked Estep 
Score: -8923929.000000 Penalty: 5328.605469
	Iteration 6Q: 3 clusters Score -8923929 nChanged 1727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 19555 members 
Entering Unmasked Estep 
Score: -8924493.000000 Penalty: 5328.605469
	Iteration 7Q: 3 clusters Score -8924493 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28135 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -8925213.000000 Penalty: 5328.605469
	Iteration 8Q: 3 clusters Score -8925213 nChanged 2031
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29832 members 
Mstep: Class 2 contains 16480 members 
Entering Unmasked Estep 
Score: -8926240.000000 Penalty: 5328.605469
	Iteration 9Q: 3 clusters Score -8926240 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31837 members 
Mstep: Class 2 contains 14475 members 
Entering Unmasked Estep 
Score: -8927492.000000 Penalty: 5328.605469
	Iteration 10Q: 3 clusters Score -8927492 nChanged 2378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33947 members 
Mstep: Class 2 contains 12365 members 
Entering Unmasked Estep 
Score: -8928975.000000 Penalty: 5328.605469
	Iteration 11F: 3 clusters Score -8928975 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35902 members 
Mstep: Class 2 contains 10410 members 
Entering Unmasked Estep 
Score: -8930451.000000 Penalty: 5328.605469
	Iteration 12F: 3 clusters Score -8930451 nChanged 1924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37388 members 
Mstep: Class 2 contains 8924 members 
Entering Unmasked Estep 
Score: -8931708.000000 Penalty: 5328.605469
	Iteration 13Q: 3 clusters Score -8931708 nChanged 1564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38400 members 
Mstep: Class 2 contains 7912 members 
Entering Unmasked Estep 
Score: -8932647.000000 Penalty: 5328.605469
	Iteration 14Q: 3 clusters Score -8932647 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39058 members 
Mstep: Class 2 contains 7254 members 
Entering Unmasked Estep 
Score: -8933182.000000 Penalty: 5328.605469
	Iteration 15Q: 3 clusters Score -8933182 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39575 members 
Mstep: Class 2 contains 6737 members 
Entering Unmasked Estep 
Score: -8933434.000000 Penalty: 5328.605469
	Iteration 16Q: 3 clusters Score -8933434 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40037 members 
Mstep: Class 2 contains 6275 members 
Entering Unmasked Estep 
Score: -8933579.000000 Penalty: 5328.605469
	Iteration 17Q: 3 clusters Score -8933579 nChanged 488
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40415 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -8933697.000000 Penalty: 5328.605469
	Iteration 18Q: 3 clusters Score -8933697 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40751 members 
Mstep: Class 2 contains 5561 members 
Entering Unmasked Estep 
Score: -8933785.000000 Penalty: 5328.605469
	Iteration 19Q: 3 clusters Score -8933785 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 5258 members 
Entering Unmasked Estep 
Score: -8933836.000000 Penalty: 5328.605469
	Iteration 20F: 3 clusters Score -8933836 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41366 members 
Mstep: Class 2 contains 4946 members 
Entering Unmasked Estep 
Score: -8933908.000000 Penalty: 5328.605469
	Iteration 21Q: 3 clusters Score -8933908 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41644 members 
Mstep: Class 2 contains 4668 members 
Entering Unmasked Estep 
Score: -8933972.000000 Penalty: 5328.605469
	Iteration 22Q: 3 clusters Score -8933972 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41917 members 
Mstep: Class 2 contains 4395 members 
Entering Unmasked Estep 
Score: -8933976.000000 Penalty: 5328.605469
	Iteration 23Q: 3 clusters Score -8933976 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42165 members 
Mstep: Class 2 contains 4147 members 
Entering Unmasked Estep 
Score: -8934054.000000 Penalty: 5328.605469
	Iteration 24Q: 3 clusters Score -8934054 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42384 members 
Mstep: Class 2 contains 3928 members 
Entering Unmasked Estep 
Score: -8934057.000000 Penalty: 5328.605469
	Iteration 25Q: 3 clusters Score -8934057 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42606 members 
Mstep: Class 2 contains 3706 members 
Entering Unmasked Estep 
Score: -8934087.000000 Penalty: 5328.605469
	Iteration 26Q: 3 clusters Score -8934087 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42805 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -8934100.000000 Penalty: 5328.605469
	Iteration 27Q: 3 clusters Score -8934100 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43021 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -8934168.000000 Penalty: 5328.605469
	Iteration 28Q: 3 clusters Score -8934168 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43203 members 
Mstep: Class 2 contains 3109 members 
Entering Unmasked Estep 
Score: -8934176.000000 Penalty: 5328.605469
	Iteration 29Q: 3 clusters Score -8934176 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43369 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -8934182.000000 Penalty: 5328.605469
	Iteration 30Q: 3 clusters Score -8934182 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43535 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -8934204.000000 Penalty: 5328.605469
	Iteration 31Q: 3 clusters Score -8934204 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43698 members 
Mstep: Class 2 contains 2614 members 
Entering Unmasked Estep 
Score: -8934203.000000 Penalty: 5328.605469
	Iteration 32Q: 3 clusters Score -8934203 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43841 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -8934194.000000 Penalty: 5328.605469
	Iteration 33Q: 3 clusters Score -8934194 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43986 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -8934214.000000 Penalty: 5328.605469
	Iteration 34Q: 3 clusters Score -8934214 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44105 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -8934222.000000 Penalty: 5328.605469
	Iteration 35Q: 3 clusters Score -8934222 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44226 members 
Mstep: Class 2 contains 2086 members 
Entering Unmasked Estep 
Score: -8934244.000000 Penalty: 5328.605469
	Iteration 36Q: 3 clusters Score -8934244 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44325 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -8934232.000000 Penalty: 5328.605469
	Iteration 37Q: 3 clusters Score -8934232 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44415 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -8934249.000000 Penalty: 5328.605469
	Iteration 38Q: 3 clusters Score -8934249 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44504 members 
Mstep: Class 2 contains 1808 members 
Entering Unmasked Estep 
Score: -8934271.000000 Penalty: 5328.605469
	Iteration 39Q: 3 clusters Score -8934271 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -8934299.000000 Penalty: 5328.605469
	Iteration 40F: 3 clusters Score -8934299 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44702 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -8934328.000000 Penalty: 5328.605469
	Iteration 41Q: 3 clusters Score -8934328 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44766 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -8934321.000000 Penalty: 5328.605469
	Iteration 42Q: 3 clusters Score -8934321 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44811 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -8934313.000000 Penalty: 5328.605469
	Iteration 43Q: 3 clusters Score -8934313 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44852 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -8934292.000000 Penalty: 5328.605469
	Iteration 44Q: 3 clusters Score -8934292 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44875 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -8934298.000000 Penalty: 5328.605469
	Iteration 45Q: 3 clusters Score -8934298 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44908 members 
Mstep: Class 2 contains 1404 members 
Entering Unmasked Estep 
Score: -8934321.000000 Penalty: 5328.605469
	Iteration 46Q: 3 clusters Score -8934321 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44940 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8934331.000000 Penalty: 5328.605469
	Iteration 47Q: 3 clusters Score -8934331 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44974 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8934346.000000 Penalty: 5328.605469
	Iteration 48Q: 3 clusters Score -8934346 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45013 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -8934360.000000 Penalty: 5328.605469
	Iteration 49Q: 3 clusters Score -8934360 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45047 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -8934339.000000 Penalty: 5328.605469
	Iteration 50Q: 3 clusters Score -8934339 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45080 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -8934357.000000 Penalty: 5328.605469
	Iteration 51Q: 3 clusters Score -8934357 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45111 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -8934356.000000 Penalty: 5328.605469
	Iteration 52Q: 3 clusters Score -8934356 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45130 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8934358.000000 Penalty: 5328.605469
	Iteration 53Q: 3 clusters Score -8934358 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45141 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -8934371.000000 Penalty: 5328.605469
	Iteration 54Q: 3 clusters Score -8934371 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45150 members 
Mstep: Class 2 contains 1162 members 
Entering Unmasked Estep 
Score: -8934365.000000 Penalty: 5328.605469
	Iteration 55Q: 3 clusters Score -8934365 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45155 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -8934364.000000 Penalty: 5328.605469
	Iteration 56Q: 3 clusters Score -8934364 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45162 members 
Mstep: Class 2 contains 1150 members 
Entering Unmasked Estep 
Score: -8934369.000000 Penalty: 5328.605469
	Iteration 57Q: 3 clusters Score -8934369 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45173 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -8934363.000000 Penalty: 5328.605469
	Iteration 58Q: 3 clusters Score -8934363 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45183 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -8934366.000000 Penalty: 5328.605469
	Iteration 59Q: 3 clusters Score -8934366 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45194 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -8934367.000000 Penalty: 5328.605469
	Iteration 60F: 3 clusters Score -8934367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45206 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -8934374.000000 Penalty: 5328.605469
	Iteration 61Q: 3 clusters Score -8934374 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45214 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -8934375.000000 Penalty: 5328.605469
	Iteration 62Q: 3 clusters Score -8934375 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45223 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -8934379.000000 Penalty: 5328.605469
	Iteration 63Q: 3 clusters Score -8934379 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45233 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -8934377.000000 Penalty: 5328.605469
	Iteration 64Q: 3 clusters Score -8934377 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 1073 members 
Entering Unmasked Estep 
Score: -8934375.000000 Penalty: 5328.605469
	Iteration 65Q: 3 clusters Score -8934375 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45250 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -8934382.000000 Penalty: 5328.605469
	Iteration 66Q: 3 clusters Score -8934382 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45255 members 
Mstep: Class 2 contains 1057 members 
Entering Unmasked Estep 
Score: -8934381.000000 Penalty: 5328.605469
	Iteration 67Q: 3 clusters Score -8934381 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45257 members 
Mstep: Class 2 contains 1055 members 
Entering Unmasked Estep 
Score: -8934382.000000 Penalty: 5328.605469
	Iteration 68Q: 3 clusters Score -8934382 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45258 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -8934383.000000 Penalty: 5328.605469
	Iteration 69Q: 3 clusters Score -8934383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45259 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -8934383.000000 Penalty: 5328.605469
	Iteration 70Q: 3 clusters Score -8934383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45260 members 
Mstep: Class 2 contains 1052 members 
Entering Unmasked Estep 
Score: -8934383.000000 Penalty: 5328.605469
	Iteration 71Q: 3 clusters Score -8934383 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45261 members 
Mstep: Class 2 contains 1051 members 
Entering Unmasked Estep 
Score: -8934390.000000 Penalty: 5328.605469
	Iteration 72Q: 3 clusters Score -8934390 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45264 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -8934380.000000 Penalty: 5328.605469
	Iteration 73Q: 3 clusters Score -8934380 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45271 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8934392.000000 Penalty: 5328.605469
	Iteration 74Q: 3 clusters Score -8934392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45273 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -8934391.000000 Penalty: 5328.605469
	Iteration 75Q: 3 clusters Score -8934391 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45276 members 
Mstep: Class 2 contains 1036 members 
Entering Unmasked Estep 
Score: -8934386.000000 Penalty: 5328.605469
	Iteration 76Q: 3 clusters Score -8934386 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45279 members 
Mstep: Class 2 contains 1033 members 
Entering Unmasked Estep 
Score: -8934391.000000 Penalty: 5328.605469
	Iteration 77Q: 3 clusters Score -8934391 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45280 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -8934386.000000 Penalty: 5328.605469
	Iteration 78Q: 3 clusters Score -8934386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45281 members 
Mstep: Class 2 contains 1031 members 
Entering Unmasked Estep 
Score: -8934386.000000 Penalty: 5328.605469
	Iteration 79Q: 3 clusters Score -8934386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45282 members 
Mstep: Class 2 contains 1030 members 
Entering Unmasked Estep 
Score: -8934386.000000 Penalty: 5328.605469
	Iteration 80F: 3 clusters Score -8934386 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45283 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -8934387.000000 Penalty: 5328.605469
	Iteration 81Q: 3 clusters Score -8934387 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45287 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -8934379.000000 Penalty: 5328.605469
	Iteration 82Q: 3 clusters Score -8934379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45290 members 
Mstep: Class 2 contains 1022 members 
Entering Unmasked Estep 
Score: -8934377.000000 Penalty: 5328.605469
	Iteration 83Q: 3 clusters Score -8934377 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45291 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -8934375.000000 Penalty: 5328.605469
	Iteration 84Q: 3 clusters Score -8934375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45294 members 
Mstep: Class 2 contains 1018 members 
Entering Unmasked Estep 
Score: -8934380.000000 Penalty: 5328.605469
	Iteration 85Q: 3 clusters Score -8934380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45297 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -8934379.000000 Penalty: 5328.605469
	Iteration 86Q: 3 clusters Score -8934379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45303 members 
Mstep: Class 2 contains 1009 members 
Entering Unmasked Estep 
Score: -8934382.000000 Penalty: 5328.605469
	Iteration 87Q: 3 clusters Score -8934382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45306 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -8934385.000000 Penalty: 5328.605469
	Iteration 88Q: 3 clusters Score -8934385 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45309 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -8934390.000000 Penalty: 5328.605469
	Iteration 89Q: 3 clusters Score -8934390 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8934381.000000 Penalty: 5328.605469
	Iteration 90Q: 3 clusters Score -8934381 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45310 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -8934381.000000 Penalty: 5328.605469
	Iteration 91F: 3 clusters Score -8934381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (25152 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25152 members 
Entering Unmasked Estep 
Score: -5018729.000000 Penalty: 2512.907715
	Iteration 0F: 2 clusters Score -5018729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12505 members 
Mstep: Class 2 contains 12647 members 
Entering Unmasked Estep 
Score: -5001854.000000 Penalty: 5025.815430
	Iteration 0F: 3 clusters Score -5001854 nChanged 11144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12033 members 
Mstep: Class 2 contains 13119 members 
Entering Unmasked Estep 
Score: -5007881.000000 Penalty: 5025.815430
	Iteration 1F: 3 clusters Score -5007881 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11774 members 
Mstep: Class 2 contains 13378 members 
Entering Unmasked Estep 
Score: -5008264.000000 Penalty: 5025.815430
	Iteration 2Q: 3 clusters Score -5008264 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11380 members 
Mstep: Class 2 contains 13772 members 
Entering Unmasked Estep 
Score: -5008588.500000 Penalty: 5025.815430
	Iteration 3Q: 3 clusters Score -5008588 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10848 members 
Mstep: Class 2 contains 14304 members 
Entering Unmasked Estep 
Score: -5008913.500000 Penalty: 5025.815430
	Iteration 4Q: 3 clusters Score -5008914 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 14977 members 
Entering Unmasked Estep 
Score: -5009223.000000 Penalty: 5025.815430
	Iteration 5Q: 3 clusters Score -5009223 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9286 members 
Mstep: Class 2 contains 15866 members 
Entering Unmasked Estep 
Score: -5009702.500000 Penalty: 5025.815430
	Iteration 6Q: 3 clusters Score -5009702 nChanged 1236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8166 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5010286.000000 Penalty: 5025.815430
	Iteration 7Q: 3 clusters Score -5010286 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 18275 members 
Entering Unmasked Estep 
Score: -5011093.000000 Penalty: 5025.815430
	Iteration 8F: 3 clusters Score -5011093 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 19671 members 
Entering Unmasked Estep 
Score: -5012008.000000 Penalty: 5025.815430
	Iteration 9F: 3 clusters Score -5012008 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 21114 members 
Entering Unmasked Estep 
Score: -5013138.000000 Penalty: 5025.815430
	Iteration 10F: 3 clusters Score -5013138 nChanged 1355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 22465 members 
Entering Unmasked Estep 
Score: -5014243.500000 Penalty: 5025.815430
	Iteration 11F: 3 clusters Score -5014244 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 23522 members 
Entering Unmasked Estep 
Score: -5015206.000000 Penalty: 5025.815430
	Iteration 12Q: 3 clusters Score -5015206 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -5015861.500000 Penalty: 5025.815430
	Iteration 13Q: 3 clusters Score -5015862 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 24603 members 
Entering Unmasked Estep 
Score: -5016172.500000 Penalty: 5025.815430
	Iteration 14Q: 3 clusters Score -5016172 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24734 members 
Entering Unmasked Estep 
Score: -5016317.000000 Penalty: 5025.815430
	Iteration 15Q: 3 clusters Score -5016317 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 24802 members 
Entering Unmasked Estep 
Score: -5016391.000000 Penalty: 5025.815430
	Iteration 16Q: 3 clusters Score -5016391 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -5016436.000000 Penalty: 5025.815430
	Iteration 17Q: 3 clusters Score -5016436 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 24846 members 
Entering Unmasked Estep 
Score: -5016459.500000 Penalty: 5025.815430
	Iteration 18Q: 3 clusters Score -5016460 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 24859 members 
Entering Unmasked Estep 
Score: -5016480.000000 Penalty: 5025.815430
	Iteration 19Q: 3 clusters Score -5016480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -5016501.500000 Penalty: 5025.815430
	Iteration 20F: 3 clusters Score -5016502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -5016517.500000 Penalty: 5025.815430
	Iteration 21Q: 3 clusters Score -5016518 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24875 members 
Entering Unmasked Estep 
Score: -5016521.500000 Penalty: 5025.815430
	Iteration 22Q: 3 clusters Score -5016522 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -5016533.500000 Penalty: 5025.815430
	Iteration 23Q: 3 clusters Score -5016534 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -5016536.000000 Penalty: 5025.815430
	Iteration 24Q: 3 clusters Score -5016536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 24881 members 
Entering Unmasked Estep 
Score: -5016542.000000 Penalty: 5025.815430
	Iteration 25Q: 3 clusters Score -5016542 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -5016547.000000 Penalty: 5025.815430
	Iteration 26Q: 3 clusters Score -5016547 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 24888 members 
Entering Unmasked Estep 
Score: -5016548.000000 Penalty: 5025.815430
	Iteration 27Q: 3 clusters Score -5016548 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5016557.000000 Penalty: 5025.815430
	Iteration 28Q: 3 clusters Score -5016557 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5016564.000000 Penalty: 5025.815430
	Iteration 29Q: 3 clusters Score -5016564 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5016559.000000 Penalty: 5025.815430
	Iteration 30Q: 3 clusters Score -5016559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -5016559.000000 Penalty: 5025.815430
	Iteration 31F: 3 clusters Score -5016559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -21454.580078 Penalty: 1232.513672
	Iteration 0F: 2 clusters Score -21454.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -20625.789062 Penalty: 2465.027344
	Iteration 0F: 3 clusters Score -20625.79 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 60 members 
Entering Unmasked Estep 
Score: -20677.912109 Penalty: 2465.027344
	Iteration 1F: 3 clusters Score -20677.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -20691.507812 Penalty: 2465.027344
	Iteration 2Q: 3 clusters Score -20691.51 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -20714.066406 Penalty: 2465.027344
	Iteration 3Q: 3 clusters Score -20714.07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 91 members 
Mstep: Class 2 contains 53 members 
Entering Unmasked Estep 
Score: -20725.271484 Penalty: 2465.027344
	Iteration 4Q: 3 clusters Score -20725.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 92 members 
Mstep: Class 2 contains 52 members 
Entering Unmasked Estep 
Score: -20735.136719 Penalty: 2465.027344
	Iteration 5Q: 3 clusters Score -20735.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -20758.500000 Penalty: 2465.027344
	Iteration 6Q: 3 clusters Score -20758.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 93 members 
Mstep: Class 2 contains 51 members 
Entering Unmasked Estep 
Score: -20758.500000 Penalty: 2465.027344
	Iteration 7F: 3 clusters Score -20758.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (18538 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18538 members 
Entering Unmasked Estep 
Score: -3729231.500000 Penalty: 2437.239258
	Iteration 0F: 2 clusters Score -3729232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9193 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3716141.500000 Penalty: 4874.478516
	Iteration 0F: 3 clusters Score -3716142 nChanged 8062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 9733 members 
Entering Unmasked Estep 
Score: -3720374.750000 Penalty: 4874.478516
	Iteration 1F: 3 clusters Score -3720375 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8460 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -3720711.750000 Penalty: 4874.478516
	Iteration 2F: 3 clusters Score -3720712 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 10525 members 
Entering Unmasked Estep 
Score: -3721024.500000 Penalty: 4874.478516
	Iteration 3Q: 3 clusters Score -3721024 nChanged 749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 11030 members 
Entering Unmasked Estep 
Score: -3721325.000000 Penalty: 4874.478516
	Iteration 4Q: 3 clusters Score -3721325 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6836 members 
Mstep: Class 2 contains 11702 members 
Entering Unmasked Estep 
Score: -3721666.750000 Penalty: 4874.478516
	Iteration 5Q: 3 clusters Score -3721667 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5961 members 
Mstep: Class 2 contains 12577 members 
Entering Unmasked Estep 
Score: -3722160.000000 Penalty: 4874.478516
	Iteration 6F: 3 clusters Score -3722160 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 13635 members 
Entering Unmasked Estep 
Score: -3722886.500000 Penalty: 4874.478516
	Iteration 7F: 3 clusters Score -3722886 nChanged 1195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -3723828.500000 Penalty: 4874.478516
	Iteration 8F: 3 clusters Score -3723828 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 15958 members 
Entering Unmasked Estep 
Score: -3724802.250000 Penalty: 4874.478516
	Iteration 9F: 3 clusters Score -3724802 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 16880 members 
Entering Unmasked Estep 
Score: -3725596.750000 Penalty: 4874.478516
	Iteration 10Q: 3 clusters Score -3725597 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 998 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
Score: -3726221.000000 Penalty: 4874.478516
	Iteration 11Q: 3 clusters Score -3726221 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 17927 members 
Entering Unmasked Estep 
Score: -3726612.500000 Penalty: 4874.478516
	Iteration 12Q: 3 clusters Score -3726612 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 18104 members 
Entering Unmasked Estep 
Score: -3726815.500000 Penalty: 4874.478516
	Iteration 13Q: 3 clusters Score -3726816 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 18189 members 
Entering Unmasked Estep 
Score: -3726907.500000 Penalty: 4874.478516
	Iteration 14Q: 3 clusters Score -3726908 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 18233 members 
Entering Unmasked Estep 
Score: -3726971.750000 Penalty: 4874.478516
	Iteration 15Q: 3 clusters Score -3726972 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 18253 members 
Entering Unmasked Estep 
Score: -3727009.250000 Penalty: 4874.478516
	Iteration 16Q: 3 clusters Score -3727009 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 18268 members 
Entering Unmasked Estep 
Score: -3727033.500000 Penalty: 4874.478516
	Iteration 17Q: 3 clusters Score -3727034 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 18280 members 
Entering Unmasked Estep 
Score: -3727046.750000 Penalty: 4874.478516
	Iteration 18Q: 3 clusters Score -3727047 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 18289 members 
Entering Unmasked Estep 
Score: -3727070.000000 Penalty: 4874.478516
	Iteration 19Q: 3 clusters Score -3727070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 18294 members 
Entering Unmasked Estep 
Score: -3727080.000000 Penalty: 4874.478516
	Iteration 20F: 3 clusters Score -3727080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -3727081.750000 Penalty: 4874.478516
	Iteration 21Q: 3 clusters Score -3727082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 18298 members 
Entering Unmasked Estep 
Score: -3727087.250000 Penalty: 4874.478516
	Iteration 22Q: 3 clusters Score -3727087 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 18299 members 
Entering Unmasked Estep 
Score: -3727092.250000 Penalty: 4874.478516
	Iteration 23Q: 3 clusters Score -3727092 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 18302 members 
Entering Unmasked Estep 
Score: -3727102.250000 Penalty: 4874.478516
	Iteration 24Q: 3 clusters Score -3727102 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 18303 members 
Entering Unmasked Estep 
Score: -3727101.000000 Penalty: 4874.478516
	Iteration 25Q: 3 clusters Score -3727101 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3727102.750000 Penalty: 4874.478516
	Iteration 26Q: 3 clusters Score -3727103 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 18305 members 
Entering Unmasked Estep 
Score: -3727102.750000 Penalty: 4874.478516
	Iteration 27F: 3 clusters Score -3727103 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -105210.875000 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -105210.9 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 316 members 
Entering Unmasked Estep 
Score: -103584.539062 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -103584.5 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -103875.117188 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -103875.1 nChanged 49
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: -103982.429688 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -103982.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -104083.406250 Penalty: 3200.998047
	Iteration 3F: 3 clusters Score -104083.4 nChanged 27
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: -104162.757812 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -104162.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -104224.648438 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -104224.6 nChanged 23
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: -104290.265625 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -104290.3 nChanged 11
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: -104321.359375 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -104321.4 nChanged 5
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: -104334.351562 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -104334.4 nChanged 3
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: -104343.320312 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -104343.3 nChanged 5
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: -104359.843750 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -104359.8 nChanged 3
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: -104365.078125 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -104365.1 nChanged 2
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: -104372.835938 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -104372.8 nChanged 1
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: -104375.539062 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -104375.5 nChanged 0
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: -104375.539062 Penalty: 3200.998047
	Iteration 14F: 3 clusters Score -104375.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -50156.011719 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -50156.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48830.394531 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -48830.39 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 146 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -48941.824219 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -48941.82 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48979.257812 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -48979.26 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48983.300781 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -48983.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 149 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -48992.058594 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -48992.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48994.695312 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -48994.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 169 members 
Entering Unmasked Estep 
Score: -48994.695312 Penalty: 2856.415283
	Iteration 6F: 3 clusters Score -48994.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (32487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32487 members 
Entering Unmasked Estep 
Score: -6505920.500000 Penalty: 2576.371582
	Iteration 0F: 2 clusters Score -6505920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16157 members 
Mstep: Class 2 contains 16330 members 
Entering Unmasked Estep 
Score: -6487119.000000 Penalty: 5152.743164
	Iteration 0F: 3 clusters Score -6487119 nChanged 14748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15525 members 
Mstep: Class 2 contains 16962 members 
Entering Unmasked Estep 
Score: -6495034.500000 Penalty: 5152.743164
	Iteration 1F: 3 clusters Score -6495034 nChanged 1723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14766 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -6495754.500000 Penalty: 5152.743164
	Iteration 2F: 3 clusters Score -6495754 nChanged 1702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13692 members 
Mstep: Class 2 contains 18795 members 
Entering Unmasked Estep 
Score: -6496552.500000 Penalty: 5152.743164
	Iteration 3F: 3 clusters Score -6496552 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 20285 members 
Entering Unmasked Estep 
Score: -6497543.000000 Penalty: 5152.743164
	Iteration 4F: 3 clusters Score -6497543 nChanged 2055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10419 members 
Mstep: Class 2 contains 22068 members 
Entering Unmasked Estep 
Score: -6498873.500000 Penalty: 5152.743164
	Iteration 5F: 3 clusters Score -6498874 nChanged 2122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8613 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -6500323.000000 Penalty: 5152.743164
	Iteration 6F: 3 clusters Score -6500323 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7254 members 
Mstep: Class 2 contains 25233 members 
Entering Unmasked Estep 
Score: -6501729.000000 Penalty: 5152.743164
	Iteration 7F: 3 clusters Score -6501729 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6500 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -6502890.500000 Penalty: 5152.743164
	Iteration 8Q: 3 clusters Score -6502890 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6308 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -6503720.000000 Penalty: 5152.743164
	Iteration 9Q: 3 clusters Score -6503720 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6373 members 
Mstep: Class 2 contains 26114 members 
Entering Unmasked Estep 
Score: -6504180.500000 Penalty: 5152.743164
	Iteration 10Q: 3 clusters Score -6504180 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6519 members 
Mstep: Class 2 contains 25968 members 
Entering Unmasked Estep 
Score: -6504443.000000 Penalty: 5152.743164
	Iteration 11Q: 3 clusters Score -6504443 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6662 members 
Mstep: Class 2 contains 25825 members 
Entering Unmasked Estep 
Score: -6504629.500000 Penalty: 5152.743164
	Iteration 12Q: 3 clusters Score -6504630 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6761 members 
Mstep: Class 2 contains 25726 members 
Entering Unmasked Estep 
Score: -6504746.000000 Penalty: 5152.743164
	Iteration 13Q: 3 clusters Score -6504746 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6849 members 
Mstep: Class 2 contains 25638 members 
Entering Unmasked Estep 
Score: -6504867.500000 Penalty: 5152.743164
	Iteration 14Q: 3 clusters Score -6504868 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6929 members 
Mstep: Class 2 contains 25558 members 
Entering Unmasked Estep 
Score: -6504966.000000 Penalty: 5152.743164
	Iteration 15Q: 3 clusters Score -6504966 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7009 members 
Mstep: Class 2 contains 25478 members 
Entering Unmasked Estep 
Score: -6505065.000000 Penalty: 5152.743164
	Iteration 16Q: 3 clusters Score -6505065 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7058 members 
Mstep: Class 2 contains 25429 members 
Entering Unmasked Estep 
Score: -6505123.500000 Penalty: 5152.743164
	Iteration 17Q: 3 clusters Score -6505124 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7118 members 
Mstep: Class 2 contains 25369 members 
Entering Unmasked Estep 
Score: -6505209.000000 Penalty: 5152.743164
	Iteration 18Q: 3 clusters Score -6505209 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 25328 members 
Entering Unmasked Estep 
Score: -6505288.500000 Penalty: 5152.743164
	Iteration 19Q: 3 clusters Score -6505288 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7149 members 
Mstep: Class 2 contains 25338 members 
Entering Unmasked Estep 
Score: -6505331.000000 Penalty: 5152.743164
	Iteration 20F: 3 clusters Score -6505331 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7130 members 
Mstep: Class 2 contains 25357 members 
Entering Unmasked Estep 
Score: -6505381.500000 Penalty: 5152.743164
	Iteration 21Q: 3 clusters Score -6505382 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 25333 members 
Entering Unmasked Estep 
Score: -6505397.500000 Penalty: 5152.743164
	Iteration 22Q: 3 clusters Score -6505398 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7147 members 
Mstep: Class 2 contains 25340 members 
Entering Unmasked Estep 
Score: -6505441.000000 Penalty: 5152.743164
	Iteration 23Q: 3 clusters Score -6505441 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -6505479.500000 Penalty: 5152.743164
	Iteration 24Q: 3 clusters Score -6505480 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7141 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -6505515.000000 Penalty: 5152.743164
	Iteration 25Q: 3 clusters Score -6505515 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 25360 members 
Entering Unmasked Estep 
Score: -6505514.500000 Penalty: 5152.743164
	Iteration 26Q: 3 clusters Score -6505514 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7112 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -6505553.500000 Penalty: 5152.743164
	Iteration 27Q: 3 clusters Score -6505554 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7108 members 
Mstep: Class 2 contains 25379 members 
Entering Unmasked Estep 
Score: -6505566.500000 Penalty: 5152.743164
	Iteration 28Q: 3 clusters Score -6505566 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7091 members 
Mstep: Class 2 contains 25396 members 
Entering Unmasked Estep 
Score: -6505572.000000 Penalty: 5152.743164
	Iteration 29Q: 3 clusters Score -6505572 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7073 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -6505606.000000 Penalty: 5152.743164
	Iteration 30Q: 3 clusters Score -6505606 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7074 members 
Mstep: Class 2 contains 25413 members 
Entering Unmasked Estep 
Score: -6505619.000000 Penalty: 5152.743164
	Iteration 31Q: 3 clusters Score -6505619 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7063 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -6505637.000000 Penalty: 5152.743164
	Iteration 32Q: 3 clusters Score -6505637 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -6505641.000000 Penalty: 5152.743164
	Iteration 33Q: 3 clusters Score -6505641 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7065 members 
Mstep: Class 2 contains 25422 members 
Entering Unmasked Estep 
Score: -6505646.500000 Penalty: 5152.743164
	Iteration 34Q: 3 clusters Score -6505646 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7064 members 
Mstep: Class 2 contains 25423 members 
Entering Unmasked Estep 
Score: -6505658.500000 Penalty: 5152.743164
	Iteration 35Q: 3 clusters Score -6505658 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7052 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -6505654.500000 Penalty: 5152.743164
	Iteration 36Q: 3 clusters Score -6505654 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7046 members 
Mstep: Class 2 contains 25441 members 
Entering Unmasked Estep 
Score: -6505660.000000 Penalty: 5152.743164
	Iteration 37Q: 3 clusters Score -6505660 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7035 members 
Mstep: Class 2 contains 25452 members 
Entering Unmasked Estep 
Score: -6505663.000000 Penalty: 5152.743164
	Iteration 38Q: 3 clusters Score -6505663 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7010 members 
Mstep: Class 2 contains 25477 members 
Entering Unmasked Estep 
Score: -6505663.000000 Penalty: 5152.743164
	Iteration 39Q: 3 clusters Score -6505663 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6995 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -6505673.500000 Penalty: 5152.743164
	Iteration 40F: 3 clusters Score -6505674 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6979 members 
Mstep: Class 2 contains 25508 members 
Entering Unmasked Estep 
Score: -6505660.500000 Penalty: 5152.743164
	Iteration 41Q: 3 clusters Score -6505660 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6975 members 
Mstep: Class 2 contains 25512 members 
Entering Unmasked Estep 
Score: -6505663.000000 Penalty: 5152.743164
	Iteration 42Q: 3 clusters Score -6505663 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -6505673.500000 Penalty: 5152.743164
	Iteration 43Q: 3 clusters Score -6505674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -6505675.500000 Penalty: 5152.743164
	Iteration 44Q: 3 clusters Score -6505676 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6974 members 
Mstep: Class 2 contains 25513 members 
Entering Unmasked Estep 
Score: -6505670.000000 Penalty: 5152.743164
	Iteration 45Q: 3 clusters Score -6505670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6973 members 
Mstep: Class 2 contains 25514 members 
Entering Unmasked Estep 
Score: -6505671.500000 Penalty: 5152.743164
	Iteration 46Q: 3 clusters Score -6505672 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -6505660.500000 Penalty: 5152.743164
	Iteration 47Q: 3 clusters Score -6505660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6972 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -6505658.500000 Penalty: 5152.743164
	Iteration 48Q: 3 clusters Score -6505658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 25516 members 
Entering Unmasked Estep 
Score: -6505668.000000 Penalty: 5152.743164
	Iteration 49Q: 3 clusters Score -6505668 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 25520 members 
Entering Unmasked Estep 
Score: -6505668.000000 Penalty: 5152.743164
	Iteration 50Q: 3 clusters Score -6505668 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6958 members 
Mstep: Class 2 contains 25529 members 
Entering Unmasked Estep 
Score: -6505677.000000 Penalty: 5152.743164
	Iteration 51Q: 3 clusters Score -6505677 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6949 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -6505680.000000 Penalty: 5152.743164
	Iteration 52Q: 3 clusters Score -6505680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6946 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -6505681.000000 Penalty: 5152.743164
	Iteration 53Q: 3 clusters Score -6505681 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6933 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -6505674.000000 Penalty: 5152.743164
	Iteration 54Q: 3 clusters Score -6505674 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 25556 members 
Entering Unmasked Estep 
Score: -6505674.500000 Penalty: 5152.743164
	Iteration 55Q: 3 clusters Score -6505674 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 25559 members 
Entering Unmasked Estep 
Score: -6505672.500000 Penalty: 5152.743164
	Iteration 56Q: 3 clusters Score -6505672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6926 members 
Mstep: Class 2 contains 25561 members 
Entering Unmasked Estep 
Score: -6505671.500000 Penalty: 5152.743164
	Iteration 57Q: 3 clusters Score -6505672 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -6505675.000000 Penalty: 5152.743164
	Iteration 58Q: 3 clusters Score -6505675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6920 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -6505671.000000 Penalty: 5152.743164
	Iteration 59Q: 3 clusters Score -6505671 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6918 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -6505669.500000 Penalty: 5152.743164
	Iteration 60F: 3 clusters Score -6505670 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6919 members 
Mstep: Class 2 contains 25568 members 
Entering Unmasked Estep 
Score: -6505684.000000 Penalty: 5152.743164
	Iteration 61Q: 3 clusters Score -6505684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6921 members 
Mstep: Class 2 contains 25566 members 
Entering Unmasked Estep 
Score: -6505688.500000 Penalty: 5152.743164
	Iteration 62Q: 3 clusters Score -6505688 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -6505688.500000 Penalty: 5152.743164
	Iteration 63Q: 3 clusters Score -6505688 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6922 members 
Mstep: Class 2 contains 25565 members 
Entering Unmasked Estep 
Score: -6505684.500000 Penalty: 5152.743164
	Iteration 64Q: 3 clusters Score -6505684 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -6505684.500000 Penalty: 5152.743164
	Iteration 65Q: 3 clusters Score -6505684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6923 members 
Mstep: Class 2 contains 25564 members 
Entering Unmasked Estep 
Score: -6505684.500000 Penalty: 5152.743164
	Iteration 66F: 3 clusters Score -6505684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19387 members 
Mstep: Class 2 contains 6493 members 
Mstep: Class 3 contains 34207 members 
Mstep: Class 4 contains 43769 members 
Mstep: Class 5 contains 20328 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41067 members 
Mstep: Class 8 contains 48194 members 
Mstep: Class 9 contains 56560 members 
Mstep: Class 10 contains 17354 members 
Mstep: Class 11 contains 27979 members 
Mstep: Class 12 contains 59218 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17401 members 
Mstep: Class 15 contains 9477 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 38591 members 
Mstep: Class 18 contains 5805 members 
Mstep: Class 19 contains 5819 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27408 members 
Mstep: Class 22 contains 40373 members 
Mstep: Class 23 contains 28761 members 
Mstep: Class 24 contains 14609 members 
Mstep: Class 25 contains 6895 members 
Mstep: Class 26 contains 41885 members 
Mstep: Class 27 contains 57118 members 
Mstep: Class 28 contains 52864 members 
Mstep: Class 29 contains 4164 members 
Mstep: Class 30 contains 13207 members 
Mstep: Class 31 contains 57573 members 
Mstep: Class 32 contains 19376 members 
Mstep: Class 33 contains 42952 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1756 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45178 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29634 members 
Mstep: Class 41 contains 23559 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27461 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46312 members 
Mstep: Class 47 contains 25152 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18538 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 32487 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974224.000000 Penalty: 176129.375000
Iteration 239Q: 52 clusters Score -2.079742e+08 nChanged 4570
Entering Unmasked Mstep 
Mstep: Class 0 contains 109 members 
Mstep: Class 1 contains 19371 members 
Mstep: Class 2 contains 6467 members 
Mstep: Class 3 contains 34146 members 
Mstep: Class 4 contains 43783 members 
Mstep: Class 5 contains 20251 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41051 members 
Mstep: Class 8 contains 47959 members 
Mstep: Class 9 contains 56545 members 
Mstep: Class 10 contains 17365 members 
Mstep: Class 11 contains 27959 members 
Mstep: Class 12 contains 59195 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17458 members 
Mstep: Class 15 contains 9468 members 
Mstep: Class 16 contains 1107 members 
Mstep: Class 17 contains 38801 members 
Mstep: Class 18 contains 5795 members 
Mstep: Class 19 contains 5826 members 
Mstep: Class 20 contains 188 members 
Mstep: Class 21 contains 27435 members 
Mstep: Class 22 contains 40541 members 
Mstep: Class 23 contains 28782 members 
Mstep: Class 24 contains 14384 members 
Mstep: Class 25 contains 6894 members 
Mstep: Class 26 contains 41856 members 
Mstep: Class 27 contains 57092 members 
Mstep: Class 28 contains 52805 members 
Mstep: Class 29 contains 4164 members 
Mstep: Class 30 contains 13098 members 
Mstep: Class 31 contains 57589 members 
Mstep: Class 32 contains 19432 members 
Mstep: Class 33 contains 42965 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1757 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45182 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 30034 members 
Mstep: Class 41 contains 23560 members 
Mstep: Class 42 contains 106 members 
Mstep: Class 43 contains 27455 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46313 members 
Mstep: Class 47 contains 25214 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18328 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 32592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974752.000000 Penalty: 176129.375000
Iteration 240F: 52 clusters Score -2.079748e+08 nChanged 5374
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19356 members 
Mstep: Class 2 contains 6439 members 
Mstep: Class 3 contains 34088 members 
Mstep: Class 4 contains 43811 members 
Mstep: Class 5 contains 20154 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41063 members 
Mstep: Class 8 contains 47747 members 
Mstep: Class 9 contains 56524 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 27906 members 
Mstep: Class 12 contains 59175 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 17520 members 
Mstep: Class 15 contains 9467 members 
Mstep: Class 16 contains 1105 members 
Mstep: Class 17 contains 39006 members 
Mstep: Class 18 contains 5790 members 
Mstep: Class 19 contains 5836 members 
Mstep: Class 20 contains 187 members 
Mstep: Class 21 contains 27465 members 
Mstep: Class 22 contains 40671 members 
Mstep: Class 23 contains 28789 members 
Mstep: Class 24 contains 14150 members 
Mstep: Class 25 contains 6894 members 
Mstep: Class 26 contains 41825 members 
Mstep: Class 27 contains 57073 members 
Mstep: Class 28 contains 52752 members 
Mstep: Class 29 contains 4164 members 
Mstep: Class 30 contains 12982 members 
Mstep: Class 31 contains 57596 members 
Mstep: Class 32 contains 19490 members 
Mstep: Class 33 contains 42965 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1754 members 
Mstep: Class 36 contains 316 members 
Mstep: Class 37 contains 45171 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 30410 members 
Mstep: Class 41 contains 23545 members 
Mstep: Class 42 contains 110 members 
Mstep: Class 43 contains 27439 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46309 members 
Mstep: Class 47 contains 24469 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18135 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33616 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974064.000000 Penalty: 176129.375000
Iteration 241Q: 52 clusters Score -2.079741e+08 nChanged 5802
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 6414 members 
Mstep: Class 3 contains 34039 members 
Mstep: Class 4 contains 43843 members 
Mstep: Class 5 contains 20106 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 41044 members 
Mstep: Class 8 contains 47516 members 
Mstep: Class 9 contains 56497 members 
Mstep: Class 10 contains 17352 members 
Mstep: Class 11 contains 27900 members 
Mstep: Class 12 contains 59147 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 17581 members 
Mstep: Class 15 contains 9465 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 39243 members 
Mstep: Class 18 contains 5784 members 
Mstep: Class 19 contains 5837 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27491 members 
Mstep: Class 22 contains 40810 members 
Mstep: Class 23 contains 28802 members 
Mstep: Class 24 contains 13904 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 41802 members 
Mstep: Class 27 contains 57038 members 
Mstep: Class 28 contains 52682 members 
Mstep: Class 29 contains 4161 members 
Mstep: Class 30 contains 12884 members 
Mstep: Class 31 contains 57617 members 
Mstep: Class 32 contains 19611 members 
Mstep: Class 33 contains 42996 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1752 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45161 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 30793 members 
Mstep: Class 41 contains 23543 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 27431 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46287 members 
Mstep: Class 47 contains 23728 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18013 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 34395 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973520.000000 Penalty: 176129.375000
Iteration 242Q: 52 clusters Score -2.079735e+08 nChanged 5800
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19338 members 
Mstep: Class 2 contains 6393 members 
Mstep: Class 3 contains 34047 members 
Mstep: Class 4 contains 43879 members 
Mstep: Class 5 contains 20058 members 
Mstep: Class 6 contains 1478 members 
Mstep: Class 7 contains 40988 members 
Mstep: Class 8 contains 47304 members 
Mstep: Class 9 contains 56429 members 
Mstep: Class 10 contains 17352 members 
Mstep: Class 11 contains 27922 members 
Mstep: Class 12 contains 59135 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 17633 members 
Mstep: Class 15 contains 9457 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 39483 members 
Mstep: Class 18 contains 5781 members 
Mstep: Class 19 contains 5846 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27508 members 
Mstep: Class 22 contains 40915 members 
Mstep: Class 23 contains 28822 members 
Mstep: Class 24 contains 13695 members 
Mstep: Class 25 contains 6893 members 
Mstep: Class 26 contains 41786 members 
Mstep: Class 27 contains 57020 members 
Mstep: Class 28 contains 52643 members 
Mstep: Class 29 contains 4161 members 
Mstep: Class 30 contains 12793 members 
Mstep: Class 31 contains 57652 members 
Mstep: Class 32 contains 19790 members 
Mstep: Class 33 contains 43033 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1751 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45127 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31164 members 
Mstep: Class 41 contains 23545 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 27414 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46289 members 
Mstep: Class 47 contains 23080 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17876 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 34910 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973360.000000 Penalty: 176129.375000
Iteration 243Q: 52 clusters Score -2.079734e+08 nChanged 5761
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 6369 members 
Mstep: Class 3 contains 34083 members 
Mstep: Class 4 contains 43955 members 
Mstep: Class 5 contains 20014 members 
Mstep: Class 6 contains 1477 members 
Mstep: Class 7 contains 40956 members 
Mstep: Class 8 contains 47073 members 
Mstep: Class 9 contains 56376 members 
Mstep: Class 10 contains 17350 members 
Mstep: Class 11 contains 27922 members 
Mstep: Class 12 contains 59108 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 17676 members 
Mstep: Class 15 contains 9451 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 39759 members 
Mstep: Class 18 contains 5782 members 
Mstep: Class 19 contains 5850 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27521 members 
Mstep: Class 22 contains 41020 members 
Mstep: Class 23 contains 28854 members 
Mstep: Class 24 contains 13457 members 
Mstep: Class 25 contains 6892 members 
Mstep: Class 26 contains 41746 members 
Mstep: Class 27 contains 56989 members 
Mstep: Class 28 contains 52606 members 
Mstep: Class 29 contains 4162 members 
Mstep: Class 30 contains 12737 members 
Mstep: Class 31 contains 57688 members 
Mstep: Class 32 contains 19991 members 
Mstep: Class 33 contains 43071 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1749 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45087 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31529 members 
Mstep: Class 41 contains 23556 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 27394 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46269 members 
Mstep: Class 47 contains 22589 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17733 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 35222 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972320.000000 Penalty: 176129.375000
Iteration 244Q: 52 clusters Score -2.079723e+08 nChanged 5709
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19322 members 
Mstep: Class 2 contains 6345 members 
Mstep: Class 3 contains 34103 members 
Mstep: Class 4 contains 44044 members 
Mstep: Class 5 contains 19981 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40918 members 
Mstep: Class 8 contains 46879 members 
Mstep: Class 9 contains 56377 members 
Mstep: Class 10 contains 17368 members 
Mstep: Class 11 contains 27947 members 
Mstep: Class 12 contains 59077 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 17719 members 
Mstep: Class 15 contains 9450 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 40024 members 
Mstep: Class 18 contains 5776 members 
Mstep: Class 19 contains 5846 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27512 members 
Mstep: Class 22 contains 41139 members 
Mstep: Class 23 contains 28859 members 
Mstep: Class 24 contains 13197 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 41716 members 
Mstep: Class 27 contains 56951 members 
Mstep: Class 28 contains 52537 members 
Mstep: Class 29 contains 4162 members 
Mstep: Class 30 contains 12654 members 
Mstep: Class 31 contains 57718 members 
Mstep: Class 32 contains 20188 members 
Mstep: Class 33 contains 43128 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1747 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45060 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31853 members 
Mstep: Class 41 contains 23560 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 27364 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46221 members 
Mstep: Class 47 contains 22257 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17646 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 35373 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971728.000000 Penalty: 176129.375000
Iteration 245Q: 52 clusters Score -2.079717e+08 nChanged 5483
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19314 members 
Mstep: Class 2 contains 6332 members 
Mstep: Class 3 contains 34094 members 
Mstep: Class 4 contains 44113 members 
Mstep: Class 5 contains 19972 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40892 members 
Mstep: Class 8 contains 46657 members 
Mstep: Class 9 contains 56331 members 
Mstep: Class 10 contains 17382 members 
Mstep: Class 11 contains 28015 members 
Mstep: Class 12 contains 59080 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 17760 members 
Mstep: Class 15 contains 9445 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 40304 members 
Mstep: Class 18 contains 5766 members 
Mstep: Class 19 contains 5855 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27526 members 
Mstep: Class 22 contains 41240 members 
Mstep: Class 23 contains 28851 members 
Mstep: Class 24 contains 12936 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 41693 members 
Mstep: Class 27 contains 56932 members 
Mstep: Class 28 contains 52485 members 
Mstep: Class 29 contains 4162 members 
Mstep: Class 30 contains 12576 members 
Mstep: Class 31 contains 57729 members 
Mstep: Class 32 contains 20427 members 
Mstep: Class 33 contains 43162 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1747 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45013 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32101 members 
Mstep: Class 41 contains 23557 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 27321 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46215 members 
Mstep: Class 47 contains 22085 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17607 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 35338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972144.000000 Penalty: 176129.375000
Iteration 246Q: 52 clusters Score -2.079721e+08 nChanged 5003
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 6313 members 
Mstep: Class 3 contains 34074 members 
Mstep: Class 4 contains 44183 members 
Mstep: Class 5 contains 19954 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40870 members 
Mstep: Class 8 contains 46445 members 
Mstep: Class 9 contains 56303 members 
Mstep: Class 10 contains 17378 members 
Mstep: Class 11 contains 28075 members 
Mstep: Class 12 contains 59073 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 17821 members 
Mstep: Class 15 contains 9440 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 40570 members 
Mstep: Class 18 contains 5762 members 
Mstep: Class 19 contains 5860 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27527 members 
Mstep: Class 22 contains 41353 members 
Mstep: Class 23 contains 28822 members 
Mstep: Class 24 contains 12713 members 
Mstep: Class 25 contains 6904 members 
Mstep: Class 26 contains 41687 members 
Mstep: Class 27 contains 56863 members 
Mstep: Class 28 contains 52440 members 
Mstep: Class 29 contains 4160 members 
Mstep: Class 30 contains 12528 members 
Mstep: Class 31 contains 57786 members 
Mstep: Class 32 contains 20655 members 
Mstep: Class 33 contains 43186 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1748 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 44963 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32258 members 
Mstep: Class 41 contains 23552 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 27275 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46213 members 
Mstep: Class 47 contains 21979 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17610 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 35263 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972240.000000 Penalty: 176129.375000
Iteration 247Q: 52 clusters Score -2.079722e+08 nChanged 4918
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19300 members 
Mstep: Class 2 contains 6292 members 
Mstep: Class 3 contains 34063 members 
Mstep: Class 4 contains 44247 members 
Mstep: Class 5 contains 19958 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40801 members 
Mstep: Class 8 contains 46259 members 
Mstep: Class 9 contains 56258 members 
Mstep: Class 10 contains 17370 members 
Mstep: Class 11 contains 28106 members 
Mstep: Class 12 contains 59082 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 17872 members 
Mstep: Class 15 contains 9437 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 40816 members 
Mstep: Class 18 contains 5754 members 
Mstep: Class 19 contains 5866 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27531 members 
Mstep: Class 22 contains 41453 members 
Mstep: Class 23 contains 28799 members 
Mstep: Class 24 contains 12492 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 41685 members 
Mstep: Class 27 contains 56824 members 
Mstep: Class 28 contains 52405 members 
Mstep: Class 29 contains 4158 members 
Mstep: Class 30 contains 12475 members 
Mstep: Class 31 contains 57825 members 
Mstep: Class 32 contains 20875 members 
Mstep: Class 33 contains 43207 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1748 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 44955 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32369 members 
Mstep: Class 41 contains 23539 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 27231 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46216 members 
Mstep: Class 47 contains 22025 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17618 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 35098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972128.000000 Penalty: 176129.375000
Iteration 248Q: 52 clusters Score -2.079721e+08 nChanged 4643
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 6281 members 
Mstep: Class 3 contains 34029 members 
Mstep: Class 4 contains 44287 members 
Mstep: Class 5 contains 19923 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40774 members 
Mstep: Class 8 contains 46084 members 
Mstep: Class 9 contains 56230 members 
Mstep: Class 10 contains 17366 members 
Mstep: Class 11 contains 28141 members 
Mstep: Class 12 contains 59075 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 17923 members 
Mstep: Class 15 contains 9428 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 41032 members 
Mstep: Class 18 contains 5750 members 
Mstep: Class 19 contains 5869 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27537 members 
Mstep: Class 22 contains 41523 members 
Mstep: Class 23 contains 28776 members 
Mstep: Class 24 contains 12270 members 
Mstep: Class 25 contains 6906 members 
Mstep: Class 26 contains 41677 members 
Mstep: Class 27 contains 56745 members 
Mstep: Class 28 contains 52386 members 
Mstep: Class 29 contains 4157 members 
Mstep: Class 30 contains 12430 members 
Mstep: Class 31 contains 57866 members 
Mstep: Class 32 contains 21083 members 
Mstep: Class 33 contains 43227 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1748 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 44981 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32440 members 
Mstep: Class 41 contains 23529 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 27193 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46209 members 
Mstep: Class 47 contains 22170 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17632 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 34932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972320.000000 Penalty: 176129.375000
Iteration 249Q: 52 clusters Score -2.079723e+08 nChanged 4405
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 6257 members 
Mstep: Class 3 contains 33983 members 
Mstep: Class 4 contains 44289 members 
Mstep: Class 5 contains 19880 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40755 members 
Mstep: Class 8 contains 45962 members 
Mstep: Class 9 contains 56202 members 
Mstep: Class 10 contains 17355 members 
Mstep: Class 11 contains 28181 members 
Mstep: Class 12 contains 59061 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 17964 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 41251 members 
Mstep: Class 18 contains 5745 members 
Mstep: Class 19 contains 5869 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27563 members 
Mstep: Class 22 contains 41610 members 
Mstep: Class 23 contains 28751 members 
Mstep: Class 24 contains 12019 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 41687 members 
Mstep: Class 27 contains 56661 members 
Mstep: Class 28 contains 52352 members 
Mstep: Class 29 contains 4155 members 
Mstep: Class 30 contains 12373 members 
Mstep: Class 31 contains 57912 members 
Mstep: Class 32 contains 21262 members 
Mstep: Class 33 contains 43251 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1746 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 44992 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32496 members 
Mstep: Class 41 contains 23523 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 27151 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46205 members 
Mstep: Class 47 contains 22399 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17663 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 34761 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972112.000000 Penalty: 176129.375000
Iteration 250Q: 52 clusters Score -2.079721e+08 nChanged 4338
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19293 members 
Mstep: Class 2 contains 6229 members 
Mstep: Class 3 contains 33960 members 
Mstep: Class 4 contains 44305 members 
Mstep: Class 5 contains 19854 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40722 members 
Mstep: Class 8 contains 45806 members 
Mstep: Class 9 contains 56154 members 
Mstep: Class 10 contains 17358 members 
Mstep: Class 11 contains 28201 members 
Mstep: Class 12 contains 59035 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18005 members 
Mstep: Class 15 contains 9420 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 41423 members 
Mstep: Class 18 contains 5737 members 
Mstep: Class 19 contains 5871 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27594 members 
Mstep: Class 22 contains 41686 members 
Mstep: Class 23 contains 28741 members 
Mstep: Class 24 contains 11785 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 41721 members 
Mstep: Class 27 contains 56653 members 
Mstep: Class 28 contains 52285 members 
Mstep: Class 29 contains 4152 members 
Mstep: Class 30 contains 12321 members 
Mstep: Class 31 contains 57977 members 
Mstep: Class 32 contains 21462 members 
Mstep: Class 33 contains 43262 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1746 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45013 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32481 members 
Mstep: Class 41 contains 23524 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 27100 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46194 members 
Mstep: Class 47 contains 22674 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17717 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 34546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972544.000000 Penalty: 176129.375000
Iteration 251Q: 52 clusters Score -2.079725e+08 nChanged 4226
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19289 members 
Mstep: Class 2 contains 6204 members 
Mstep: Class 3 contains 33922 members 
Mstep: Class 4 contains 44322 members 
Mstep: Class 5 contains 19839 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40707 members 
Mstep: Class 8 contains 45681 members 
Mstep: Class 9 contains 56121 members 
Mstep: Class 10 contains 17344 members 
Mstep: Class 11 contains 28211 members 
Mstep: Class 12 contains 59022 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18036 members 
Mstep: Class 15 contains 9419 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 41613 members 
Mstep: Class 18 contains 5732 members 
Mstep: Class 19 contains 5877 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27643 members 
Mstep: Class 22 contains 41751 members 
Mstep: Class 23 contains 28730 members 
Mstep: Class 24 contains 11572 members 
Mstep: Class 25 contains 6908 members 
Mstep: Class 26 contains 41759 members 
Mstep: Class 27 contains 56628 members 
Mstep: Class 28 contains 52222 members 
Mstep: Class 29 contains 4150 members 
Mstep: Class 30 contains 12264 members 
Mstep: Class 31 contains 58049 members 
Mstep: Class 32 contains 21639 members 
Mstep: Class 33 contains 43259 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1747 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45027 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32468 members 
Mstep: Class 41 contains 23511 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 27041 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46151 members 
Mstep: Class 47 contains 22949 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17797 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 34310 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972864.000000 Penalty: 176129.375000
Iteration 252Q: 52 clusters Score -2.079729e+08 nChanged 4147
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 6181 members 
Mstep: Class 3 contains 33920 members 
Mstep: Class 4 contains 44340 members 
Mstep: Class 5 contains 19815 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40674 members 
Mstep: Class 8 contains 45525 members 
Mstep: Class 9 contains 56083 members 
Mstep: Class 10 contains 17341 members 
Mstep: Class 11 contains 28234 members 
Mstep: Class 12 contains 58997 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18066 members 
Mstep: Class 15 contains 9418 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 41816 members 
Mstep: Class 18 contains 5728 members 
Mstep: Class 19 contains 5883 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27701 members 
Mstep: Class 22 contains 41797 members 
Mstep: Class 23 contains 28720 members 
Mstep: Class 24 contains 11362 members 
Mstep: Class 25 contains 6909 members 
Mstep: Class 26 contains 41802 members 
Mstep: Class 27 contains 56600 members 
Mstep: Class 28 contains 52206 members 
Mstep: Class 29 contains 4150 members 
Mstep: Class 30 contains 12218 members 
Mstep: Class 31 contains 58088 members 
Mstep: Class 32 contains 21824 members 
Mstep: Class 33 contains 43238 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1746 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45022 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32436 members 
Mstep: Class 41 contains 23502 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 26988 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46120 members 
Mstep: Class 47 contains 23237 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17875 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 34077 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973040.000000 Penalty: 176129.375000
Iteration 253Q: 52 clusters Score -2.07973e+08 nChanged 3987
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19268 members 
Mstep: Class 2 contains 6152 members 
Mstep: Class 3 contains 33920 members 
Mstep: Class 4 contains 44371 members 
Mstep: Class 5 contains 19776 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40672 members 
Mstep: Class 8 contains 45418 members 
Mstep: Class 9 contains 56068 members 
Mstep: Class 10 contains 17333 members 
Mstep: Class 11 contains 28238 members 
Mstep: Class 12 contains 58966 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 18102 members 
Mstep: Class 15 contains 9411 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 42003 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 5886 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27733 members 
Mstep: Class 22 contains 41842 members 
Mstep: Class 23 contains 28733 members 
Mstep: Class 24 contains 11159 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 41837 members 
Mstep: Class 27 contains 56563 members 
Mstep: Class 28 contains 52134 members 
Mstep: Class 29 contains 4150 members 
Mstep: Class 30 contains 12172 members 
Mstep: Class 31 contains 58102 members 
Mstep: Class 32 contains 22007 members 
Mstep: Class 33 contains 43228 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1748 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45002 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32385 members 
Mstep: Class 41 contains 23494 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 26949 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46106 members 
Mstep: Class 47 contains 23543 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17930 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33882 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973728.000000 Penalty: 176129.375000
Iteration 254Q: 52 clusters Score -2.079737e+08 nChanged 3836
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 6133 members 
Mstep: Class 3 contains 33892 members 
Mstep: Class 4 contains 44424 members 
Mstep: Class 5 contains 19730 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40659 members 
Mstep: Class 8 contains 45356 members 
Mstep: Class 9 contains 56055 members 
Mstep: Class 10 contains 17320 members 
Mstep: Class 11 contains 28241 members 
Mstep: Class 12 contains 58920 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 18151 members 
Mstep: Class 15 contains 9409 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 42138 members 
Mstep: Class 18 contains 5716 members 
Mstep: Class 19 contains 5894 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27763 members 
Mstep: Class 22 contains 41855 members 
Mstep: Class 23 contains 28730 members 
Mstep: Class 24 contains 10970 members 
Mstep: Class 25 contains 6915 members 
Mstep: Class 26 contains 41853 members 
Mstep: Class 27 contains 56525 members 
Mstep: Class 28 contains 52066 members 
Mstep: Class 29 contains 4149 members 
Mstep: Class 30 contains 12137 members 
Mstep: Class 31 contains 58138 members 
Mstep: Class 32 contains 22183 members 
Mstep: Class 33 contains 43205 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1746 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 44996 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32335 members 
Mstep: Class 41 contains 23485 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 26912 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46121 members 
Mstep: Class 47 contains 23845 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18010 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33683 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972896.000000 Penalty: 176129.375000
Iteration 255Q: 52 clusters Score -2.079729e+08 nChanged 3832
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19238 members 
Mstep: Class 2 contains 6115 members 
Mstep: Class 3 contains 33867 members 
Mstep: Class 4 contains 44471 members 
Mstep: Class 5 contains 19688 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40639 members 
Mstep: Class 8 contains 45228 members 
Mstep: Class 9 contains 56048 members 
Mstep: Class 10 contains 17317 members 
Mstep: Class 11 contains 28252 members 
Mstep: Class 12 contains 58881 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 18205 members 
Mstep: Class 15 contains 9403 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 42319 members 
Mstep: Class 18 contains 5717 members 
Mstep: Class 19 contains 5894 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27804 members 
Mstep: Class 22 contains 41896 members 
Mstep: Class 23 contains 28733 members 
Mstep: Class 24 contains 10770 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 41867 members 
Mstep: Class 27 contains 56475 members 
Mstep: Class 28 contains 52006 members 
Mstep: Class 29 contains 4150 members 
Mstep: Class 30 contains 12088 members 
Mstep: Class 31 contains 58154 members 
Mstep: Class 32 contains 22344 members 
Mstep: Class 33 contains 43185 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1746 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 44995 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32295 members 
Mstep: Class 41 contains 23482 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 26876 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46107 members 
Mstep: Class 47 contains 24156 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18099 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33489 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973856.000000 Penalty: 176129.375000
Iteration 256Q: 52 clusters Score -2.079739e+08 nChanged 3768
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19235 members 
Mstep: Class 2 contains 6096 members 
Mstep: Class 3 contains 33855 members 
Mstep: Class 4 contains 44494 members 
Mstep: Class 5 contains 19654 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40644 members 
Mstep: Class 8 contains 45156 members 
Mstep: Class 9 contains 56007 members 
Mstep: Class 10 contains 17321 members 
Mstep: Class 11 contains 28262 members 
Mstep: Class 12 contains 58832 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 18250 members 
Mstep: Class 15 contains 9405 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 42457 members 
Mstep: Class 18 contains 5713 members 
Mstep: Class 19 contains 5899 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27831 members 
Mstep: Class 22 contains 41940 members 
Mstep: Class 23 contains 28735 members 
Mstep: Class 24 contains 10557 members 
Mstep: Class 25 contains 6918 members 
Mstep: Class 26 contains 41905 members 
Mstep: Class 27 contains 56428 members 
Mstep: Class 28 contains 51962 members 
Mstep: Class 29 contains 4150 members 
Mstep: Class 30 contains 12020 members 
Mstep: Class 31 contains 58172 members 
Mstep: Class 32 contains 22492 members 
Mstep: Class 33 contains 43141 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1745 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45007 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32226 members 
Mstep: Class 41 contains 23470 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 26826 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46115 members 
Mstep: Class 47 contains 24452 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18196 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33345 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972848.000000 Penalty: 176129.375000
Iteration 257Q: 52 clusters Score -2.079728e+08 nChanged 3569
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19218 members 
Mstep: Class 2 contains 6073 members 
Mstep: Class 3 contains 33840 members 
Mstep: Class 4 contains 44539 members 
Mstep: Class 5 contains 19617 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40649 members 
Mstep: Class 8 contains 45090 members 
Mstep: Class 9 contains 55987 members 
Mstep: Class 10 contains 17321 members 
Mstep: Class 11 contains 28244 members 
Mstep: Class 12 contains 58806 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 18287 members 
Mstep: Class 15 contains 9404 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 42569 members 
Mstep: Class 18 contains 5706 members 
Mstep: Class 19 contains 5903 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27860 members 
Mstep: Class 22 contains 41984 members 
Mstep: Class 23 contains 28740 members 
Mstep: Class 24 contains 10368 members 
Mstep: Class 25 contains 6919 members 
Mstep: Class 26 contains 41957 members 
Mstep: Class 27 contains 56401 members 
Mstep: Class 28 contains 51908 members 
Mstep: Class 29 contains 4150 members 
Mstep: Class 30 contains 11957 members 
Mstep: Class 31 contains 58172 members 
Mstep: Class 32 contains 22629 members 
Mstep: Class 33 contains 43080 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1744 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45011 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32189 members 
Mstep: Class 41 contains 23458 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 26783 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46111 members 
Mstep: Class 47 contains 24717 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18305 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33217 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973376.000000 Penalty: 176129.375000
Iteration 258Q: 52 clusters Score -2.079734e+08 nChanged 3507
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19196 members 
Mstep: Class 2 contains 6045 members 
Mstep: Class 3 contains 33833 members 
Mstep: Class 4 contains 44566 members 
Mstep: Class 5 contains 19608 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40665 members 
Mstep: Class 8 contains 45029 members 
Mstep: Class 9 contains 55921 members 
Mstep: Class 10 contains 17316 members 
Mstep: Class 11 contains 28240 members 
Mstep: Class 12 contains 58802 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 18321 members 
Mstep: Class 15 contains 9402 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 42681 members 
Mstep: Class 18 contains 5699 members 
Mstep: Class 19 contains 5906 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27930 members 
Mstep: Class 22 contains 42017 members 
Mstep: Class 23 contains 28716 members 
Mstep: Class 24 contains 10198 members 
Mstep: Class 25 contains 6918 members 
Mstep: Class 26 contains 41980 members 
Mstep: Class 27 contains 56372 members 
Mstep: Class 28 contains 51848 members 
Mstep: Class 29 contains 4149 members 
Mstep: Class 30 contains 11904 members 
Mstep: Class 31 contains 58169 members 
Mstep: Class 32 contains 22767 members 
Mstep: Class 33 contains 43021 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1744 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45008 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32116 members 
Mstep: Class 41 contains 23453 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 26748 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46110 members 
Mstep: Class 47 contains 24963 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18431 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33121 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972896.000000 Penalty: 176129.375000
Iteration 259Q: 52 clusters Score -2.079729e+08 nChanged 3420
Entering Unmasked Mstep 
Mstep: Class 0 contains 108 members 
Mstep: Class 1 contains 19176 members 
Mstep: Class 2 contains 6027 members 
Mstep: Class 3 contains 33817 members 
Mstep: Class 4 contains 44616 members 
Mstep: Class 5 contains 19610 members 
Mstep: Class 6 contains 1476 members 
Mstep: Class 7 contains 40667 members 
Mstep: Class 8 contains 44939 members 
Mstep: Class 9 contains 55891 members 
Mstep: Class 10 contains 17309 members 
Mstep: Class 11 contains 28237 members 
Mstep: Class 12 contains 58789 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 18327 members 
Mstep: Class 15 contains 9401 members 
Mstep: Class 16 contains 1104 members 
Mstep: Class 17 contains 42807 members 
Mstep: Class 18 contains 5698 members 
Mstep: Class 19 contains 5908 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27996 members 
Mstep: Class 22 contains 42046 members 
Mstep: Class 23 contains 28695 members 
Mstep: Class 24 contains 10020 members 
Mstep: Class 25 contains 6918 members 
Mstep: Class 26 contains 42045 members 
Mstep: Class 27 contains 56355 members 
Mstep: Class 28 contains 51793 members 
Mstep: Class 29 contains 4149 members 
Mstep: Class 30 contains 11849 members 
Mstep: Class 31 contains 58153 members 
Mstep: Class 32 contains 22898 members 
Mstep: Class 33 contains 42945 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1744 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45001 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32066 members 
Mstep: Class 41 contains 23435 members 
Mstep: Class 42 contains 111 members 
Mstep: Class 43 contains 26704 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46107 members 
Mstep: Class 47 contains 25180 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18532 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33063 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973840.000000 Penalty: 176129.375000
Iteration 260F: 52 clusters Score -2.079738e+08 nChanged 3433
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19171 members 
Mstep: Class 2 contains 5994 members 
Mstep: Class 3 contains 33814 members 
Mstep: Class 4 contains 44646 members 
Mstep: Class 5 contains 19574 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 40696 members 
Mstep: Class 8 contains 44854 members 
Mstep: Class 9 contains 55867 members 
Mstep: Class 10 contains 17303 members 
Mstep: Class 11 contains 28207 members 
Mstep: Class 12 contains 58795 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18334 members 
Mstep: Class 15 contains 9396 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42906 members 
Mstep: Class 18 contains 5690 members 
Mstep: Class 19 contains 5913 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28067 members 
Mstep: Class 22 contains 42050 members 
Mstep: Class 23 contains 28680 members 
Mstep: Class 24 contains 9848 members 
Mstep: Class 25 contains 6919 members 
Mstep: Class 26 contains 42066 members 
Mstep: Class 27 contains 56320 members 
Mstep: Class 28 contains 51738 members 
Mstep: Class 29 contains 4148 members 
Mstep: Class 30 contains 11819 members 
Mstep: Class 31 contains 58161 members 
Mstep: Class 32 contains 23007 members 
Mstep: Class 33 contains 42868 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1744 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45031 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32029 members 
Mstep: Class 41 contains 23426 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26684 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46105 members 
Mstep: Class 47 contains 25396 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18631 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33018 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973376.000000 Penalty: 176129.375000
Iteration 261Q: 52 clusters Score -2.079734e+08 nChanged 3432
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19161 members 
Mstep: Class 2 contains 5968 members 
Mstep: Class 3 contains 33780 members 
Mstep: Class 4 contains 44661 members 
Mstep: Class 5 contains 19539 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 40750 members 
Mstep: Class 8 contains 44786 members 
Mstep: Class 9 contains 55852 members 
Mstep: Class 10 contains 17301 members 
Mstep: Class 11 contains 28167 members 
Mstep: Class 12 contains 58774 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18330 members 
Mstep: Class 15 contains 9395 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43042 members 
Mstep: Class 18 contains 5682 members 
Mstep: Class 19 contains 5919 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28126 members 
Mstep: Class 22 contains 42031 members 
Mstep: Class 23 contains 28677 members 
Mstep: Class 24 contains 9683 members 
Mstep: Class 25 contains 6919 members 
Mstep: Class 26 contains 42062 members 
Mstep: Class 27 contains 56287 members 
Mstep: Class 28 contains 51666 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 11787 members 
Mstep: Class 31 contains 58174 members 
Mstep: Class 32 contains 23098 members 
Mstep: Class 33 contains 42776 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1744 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45061 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 32008 members 
Mstep: Class 41 contains 23405 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26662 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46119 members 
Mstep: Class 47 contains 25604 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18727 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33046 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973232.000000 Penalty: 176129.375000
Iteration 262Q: 52 clusters Score -2.079732e+08 nChanged 3320
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19155 members 
Mstep: Class 2 contains 5955 members 
Mstep: Class 3 contains 33772 members 
Mstep: Class 4 contains 44684 members 
Mstep: Class 5 contains 19490 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 40812 members 
Mstep: Class 8 contains 44740 members 
Mstep: Class 9 contains 55857 members 
Mstep: Class 10 contains 17298 members 
Mstep: Class 11 contains 28116 members 
Mstep: Class 12 contains 58740 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18339 members 
Mstep: Class 15 contains 9394 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43169 members 
Mstep: Class 18 contains 5677 members 
Mstep: Class 19 contains 5923 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28203 members 
Mstep: Class 22 contains 41987 members 
Mstep: Class 23 contains 28674 members 
Mstep: Class 24 contains 9530 members 
Mstep: Class 25 contains 6919 members 
Mstep: Class 26 contains 42045 members 
Mstep: Class 27 contains 56252 members 
Mstep: Class 28 contains 51609 members 
Mstep: Class 29 contains 4146 members 
Mstep: Class 30 contains 11755 members 
Mstep: Class 31 contains 58172 members 
Mstep: Class 32 contains 23164 members 
Mstep: Class 33 contains 42700 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1743 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45076 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31974 members 
Mstep: Class 41 contains 23397 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26647 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46106 members 
Mstep: Class 47 contains 25776 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18826 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33093 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973136.000000 Penalty: 176129.375000
Iteration 263Q: 52 clusters Score -2.079731e+08 nChanged 3223
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19141 members 
Mstep: Class 2 contains 5942 members 
Mstep: Class 3 contains 33764 members 
Mstep: Class 4 contains 44688 members 
Mstep: Class 5 contains 19442 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 40834 members 
Mstep: Class 8 contains 44671 members 
Mstep: Class 9 contains 55863 members 
Mstep: Class 10 contains 17303 members 
Mstep: Class 11 contains 28080 members 
Mstep: Class 12 contains 58724 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18357 members 
Mstep: Class 15 contains 9388 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43279 members 
Mstep: Class 18 contains 5673 members 
Mstep: Class 19 contains 5928 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28307 members 
Mstep: Class 22 contains 41944 members 
Mstep: Class 23 contains 28678 members 
Mstep: Class 24 contains 9388 members 
Mstep: Class 25 contains 6918 members 
Mstep: Class 26 contains 41968 members 
Mstep: Class 27 contains 56224 members 
Mstep: Class 28 contains 51564 members 
Mstep: Class 29 contains 4147 members 
Mstep: Class 30 contains 11706 members 
Mstep: Class 31 contains 58178 members 
Mstep: Class 32 contains 23179 members 
Mstep: Class 33 contains 42701 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1739 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45089 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31934 members 
Mstep: Class 41 contains 23381 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26629 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46125 members 
Mstep: Class 47 contains 25891 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18917 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972752.000000 Penalty: 176129.375000
Iteration 264Q: 52 clusters Score -2.079728e+08 nChanged 3243
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19136 members 
Mstep: Class 2 contains 5927 members 
Mstep: Class 3 contains 33753 members 
Mstep: Class 4 contains 44715 members 
Mstep: Class 5 contains 19397 members 
Mstep: Class 6 contains 1475 members 
Mstep: Class 7 contains 40847 members 
Mstep: Class 8 contains 44652 members 
Mstep: Class 9 contains 55874 members 
Mstep: Class 10 contains 17306 members 
Mstep: Class 11 contains 28024 members 
Mstep: Class 12 contains 58713 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18372 members 
Mstep: Class 15 contains 9382 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43401 members 
Mstep: Class 18 contains 5673 members 
Mstep: Class 19 contains 5933 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28353 members 
Mstep: Class 22 contains 41908 members 
Mstep: Class 23 contains 28665 members 
Mstep: Class 24 contains 9218 members 
Mstep: Class 25 contains 6916 members 
Mstep: Class 26 contains 41910 members 
Mstep: Class 27 contains 56191 members 
Mstep: Class 28 contains 51519 members 
Mstep: Class 29 contains 4148 members 
Mstep: Class 30 contains 11679 members 
Mstep: Class 31 contains 58183 members 
Mstep: Class 32 contains 23175 members 
Mstep: Class 33 contains 42708 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45137 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31883 members 
Mstep: Class 41 contains 23372 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26599 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46100 members 
Mstep: Class 47 contains 26002 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19043 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33364 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972800.000000 Penalty: 176129.375000
Iteration 265Q: 52 clusters Score -2.079728e+08 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19129 members 
Mstep: Class 2 contains 5923 members 
Mstep: Class 3 contains 33747 members 
Mstep: Class 4 contains 44750 members 
Mstep: Class 5 contains 19370 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 40817 members 
Mstep: Class 8 contains 44594 members 
Mstep: Class 9 contains 55884 members 
Mstep: Class 10 contains 17310 members 
Mstep: Class 11 contains 28003 members 
Mstep: Class 12 contains 58708 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18383 members 
Mstep: Class 15 contains 9380 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43514 members 
Mstep: Class 18 contains 5667 members 
Mstep: Class 19 contains 5936 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28394 members 
Mstep: Class 22 contains 41887 members 
Mstep: Class 23 contains 28653 members 
Mstep: Class 24 contains 9051 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 41873 members 
Mstep: Class 27 contains 56202 members 
Mstep: Class 28 contains 51485 members 
Mstep: Class 29 contains 4144 members 
Mstep: Class 30 contains 11617 members 
Mstep: Class 31 contains 58154 members 
Mstep: Class 32 contains 23182 members 
Mstep: Class 33 contains 42719 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1736 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45148 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31819 members 
Mstep: Class 41 contains 23363 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26570 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46110 members 
Mstep: Class 47 contains 26129 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19188 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972688.000000 Penalty: 176129.375000
Iteration 266Q: 52 clusters Score -2.079727e+08 nChanged 3152
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19123 members 
Mstep: Class 2 contains 5912 members 
Mstep: Class 3 contains 33739 members 
Mstep: Class 4 contains 44802 members 
Mstep: Class 5 contains 19338 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 40788 members 
Mstep: Class 8 contains 44556 members 
Mstep: Class 9 contains 55890 members 
Mstep: Class 10 contains 17309 members 
Mstep: Class 11 contains 27974 members 
Mstep: Class 12 contains 58679 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18388 members 
Mstep: Class 15 contains 9374 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43573 members 
Mstep: Class 18 contains 5658 members 
Mstep: Class 19 contains 5939 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28449 members 
Mstep: Class 22 contains 41879 members 
Mstep: Class 23 contains 28651 members 
Mstep: Class 24 contains 8893 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 41869 members 
Mstep: Class 27 contains 56212 members 
Mstep: Class 28 contains 51433 members 
Mstep: Class 29 contains 4141 members 
Mstep: Class 30 contains 11578 members 
Mstep: Class 31 contains 58157 members 
Mstep: Class 32 contains 23154 members 
Mstep: Class 33 contains 42748 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1737 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45134 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31762 members 
Mstep: Class 41 contains 23354 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26539 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46107 members 
Mstep: Class 47 contains 26250 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19352 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33563 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972240.000000 Penalty: 176129.375000
Iteration 267Q: 52 clusters Score -2.079722e+08 nChanged 3227
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19116 members 
Mstep: Class 2 contains 5903 members 
Mstep: Class 3 contains 33711 members 
Mstep: Class 4 contains 44847 members 
Mstep: Class 5 contains 19301 members 
Mstep: Class 6 contains 1474 members 
Mstep: Class 7 contains 40753 members 
Mstep: Class 8 contains 44563 members 
Mstep: Class 9 contains 55887 members 
Mstep: Class 10 contains 17301 members 
Mstep: Class 11 contains 27964 members 
Mstep: Class 12 contains 58648 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18399 members 
Mstep: Class 15 contains 9372 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43636 members 
Mstep: Class 18 contains 5651 members 
Mstep: Class 19 contains 5943 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28494 members 
Mstep: Class 22 contains 41892 members 
Mstep: Class 23 contains 28640 members 
Mstep: Class 24 contains 8715 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 41871 members 
Mstep: Class 27 contains 56201 members 
Mstep: Class 28 contains 51409 members 
Mstep: Class 29 contains 4137 members 
Mstep: Class 30 contains 11536 members 
Mstep: Class 31 contains 58125 members 
Mstep: Class 32 contains 23085 members 
Mstep: Class 33 contains 42762 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1736 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45133 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31669 members 
Mstep: Class 41 contains 23349 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26501 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46121 members 
Mstep: Class 47 contains 26423 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19543 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33666 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972304.000000 Penalty: 176129.375000
Iteration 268Q: 52 clusters Score -2.079723e+08 nChanged 3271
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19104 members 
Mstep: Class 2 contains 5899 members 
Mstep: Class 3 contains 33702 members 
Mstep: Class 4 contains 44892 members 
Mstep: Class 5 contains 19263 members 
Mstep: Class 6 contains 1473 members 
Mstep: Class 7 contains 40749 members 
Mstep: Class 8 contains 44563 members 
Mstep: Class 9 contains 55881 members 
Mstep: Class 10 contains 17305 members 
Mstep: Class 11 contains 27947 members 
Mstep: Class 12 contains 58633 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18398 members 
Mstep: Class 15 contains 9373 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43718 members 
Mstep: Class 18 contains 5647 members 
Mstep: Class 19 contains 5950 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28525 members 
Mstep: Class 22 contains 41916 members 
Mstep: Class 23 contains 28636 members 
Mstep: Class 24 contains 8533 members 
Mstep: Class 25 contains 6915 members 
Mstep: Class 26 contains 41881 members 
Mstep: Class 27 contains 56148 members 
Mstep: Class 28 contains 51381 members 
Mstep: Class 29 contains 4133 members 
Mstep: Class 30 contains 11498 members 
Mstep: Class 31 contains 58086 members 
Mstep: Class 32 contains 22985 members 
Mstep: Class 33 contains 42755 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45141 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31592 members 
Mstep: Class 41 contains 23332 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26467 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46118 members 
Mstep: Class 47 contains 26563 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19734 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33820 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972352.000000 Penalty: 176129.375000
Iteration 269Q: 52 clusters Score -2.079724e+08 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19101 members 
Mstep: Class 2 contains 5894 members 
Mstep: Class 3 contains 33692 members 
Mstep: Class 4 contains 44929 members 
Mstep: Class 5 contains 19243 members 
Mstep: Class 6 contains 1473 members 
Mstep: Class 7 contains 40772 members 
Mstep: Class 8 contains 44546 members 
Mstep: Class 9 contains 55866 members 
Mstep: Class 10 contains 17298 members 
Mstep: Class 11 contains 27938 members 
Mstep: Class 12 contains 58602 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 18395 members 
Mstep: Class 15 contains 9365 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43809 members 
Mstep: Class 18 contains 5638 members 
Mstep: Class 19 contains 5953 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28546 members 
Mstep: Class 22 contains 41919 members 
Mstep: Class 23 contains 28631 members 
Mstep: Class 24 contains 8338 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 41853 members 
Mstep: Class 27 contains 56154 members 
Mstep: Class 28 contains 51334 members 
Mstep: Class 29 contains 4129 members 
Mstep: Class 30 contains 11454 members 
Mstep: Class 31 contains 58042 members 
Mstep: Class 32 contains 22912 members 
Mstep: Class 33 contains 42764 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1734 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45160 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31518 members 
Mstep: Class 41 contains 23331 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26434 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46131 members 
Mstep: Class 47 contains 26706 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19941 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 33931 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973024.000000 Penalty: 176129.375000
Iteration 270Q: 52 clusters Score -2.07973e+08 nChanged 3279
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 5889 members 
Mstep: Class 3 contains 33683 members 
Mstep: Class 4 contains 44950 members 
Mstep: Class 5 contains 19221 members 
Mstep: Class 6 contains 1473 members 
Mstep: Class 7 contains 40783 members 
Mstep: Class 8 contains 44505 members 
Mstep: Class 9 contains 55848 members 
Mstep: Class 10 contains 17291 members 
Mstep: Class 11 contains 27930 members 
Mstep: Class 12 contains 58581 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18416 members 
Mstep: Class 15 contains 9358 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43856 members 
Mstep: Class 18 contains 5632 members 
Mstep: Class 19 contains 5954 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28576 members 
Mstep: Class 22 contains 41948 members 
Mstep: Class 23 contains 28641 members 
Mstep: Class 24 contains 8187 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 41864 members 
Mstep: Class 27 contains 56151 members 
Mstep: Class 28 contains 51289 members 
Mstep: Class 29 contains 4126 members 
Mstep: Class 30 contains 11395 members 
Mstep: Class 31 contains 58011 members 
Mstep: Class 32 contains 22799 members 
Mstep: Class 33 contains 42764 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45165 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31430 members 
Mstep: Class 41 contains 23330 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26403 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46123 members 
Mstep: Class 47 contains 26826 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20121 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 34124 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972480.000000 Penalty: 176129.375000
Iteration 271Q: 52 clusters Score -2.079725e+08 nChanged 3349
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 5887 members 
Mstep: Class 3 contains 33684 members 
Mstep: Class 4 contains 44970 members 
Mstep: Class 5 contains 19177 members 
Mstep: Class 6 contains 1472 members 
Mstep: Class 7 contains 40829 members 
Mstep: Class 8 contains 44482 members 
Mstep: Class 9 contains 55828 members 
Mstep: Class 10 contains 17297 members 
Mstep: Class 11 contains 27908 members 
Mstep: Class 12 contains 58562 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18437 members 
Mstep: Class 15 contains 9353 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43891 members 
Mstep: Class 18 contains 5626 members 
Mstep: Class 19 contains 5957 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28607 members 
Mstep: Class 22 contains 41986 members 
Mstep: Class 23 contains 28642 members 
Mstep: Class 24 contains 8028 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 41864 members 
Mstep: Class 27 contains 56149 members 
Mstep: Class 28 contains 51248 members 
Mstep: Class 29 contains 4124 members 
Mstep: Class 30 contains 11349 members 
Mstep: Class 31 contains 58010 members 
Mstep: Class 32 contains 22651 members 
Mstep: Class 33 contains 42746 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45175 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31390 members 
Mstep: Class 41 contains 23323 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26370 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46094 members 
Mstep: Class 47 contains 26964 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20261 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 34308 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972320.000000 Penalty: 176129.375000
Iteration 272Q: 52 clusters Score -2.079723e+08 nChanged 3453
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19099 members 
Mstep: Class 2 contains 5884 members 
Mstep: Class 3 contains 33681 members 
Mstep: Class 4 contains 45002 members 
Mstep: Class 5 contains 19166 members 
Mstep: Class 6 contains 1472 members 
Mstep: Class 7 contains 40848 members 
Mstep: Class 8 contains 44514 members 
Mstep: Class 9 contains 55810 members 
Mstep: Class 10 contains 17293 members 
Mstep: Class 11 contains 27906 members 
Mstep: Class 12 contains 58547 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18466 members 
Mstep: Class 15 contains 9345 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43917 members 
Mstep: Class 18 contains 5618 members 
Mstep: Class 19 contains 5959 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28638 members 
Mstep: Class 22 contains 42020 members 
Mstep: Class 23 contains 28636 members 
Mstep: Class 24 contains 7880 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 41844 members 
Mstep: Class 27 contains 56107 members 
Mstep: Class 28 contains 51199 members 
Mstep: Class 29 contains 4122 members 
Mstep: Class 30 contains 11291 members 
Mstep: Class 31 contains 58006 members 
Mstep: Class 32 contains 22484 members 
Mstep: Class 33 contains 42743 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45163 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31340 members 
Mstep: Class 41 contains 23322 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26327 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46111 members 
Mstep: Class 47 contains 27040 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20422 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 34522 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971504.000000 Penalty: 176129.375000
Iteration 273Q: 52 clusters Score -2.079715e+08 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19097 members 
Mstep: Class 2 contains 5877 members 
Mstep: Class 3 contains 33661 members 
Mstep: Class 4 contains 45010 members 
Mstep: Class 5 contains 19160 members 
Mstep: Class 6 contains 1472 members 
Mstep: Class 7 contains 40850 members 
Mstep: Class 8 contains 44526 members 
Mstep: Class 9 contains 55799 members 
Mstep: Class 10 contains 17292 members 
Mstep: Class 11 contains 27921 members 
Mstep: Class 12 contains 58548 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18504 members 
Mstep: Class 15 contains 9334 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43935 members 
Mstep: Class 18 contains 5607 members 
Mstep: Class 19 contains 5964 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28697 members 
Mstep: Class 22 contains 42033 members 
Mstep: Class 23 contains 28640 members 
Mstep: Class 24 contains 7744 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 41833 members 
Mstep: Class 27 contains 56069 members 
Mstep: Class 28 contains 51146 members 
Mstep: Class 29 contains 4119 members 
Mstep: Class 30 contains 11247 members 
Mstep: Class 31 contains 58012 members 
Mstep: Class 32 contains 22304 members 
Mstep: Class 33 contains 42739 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45152 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31298 members 
Mstep: Class 41 contains 23308 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26287 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46130 members 
Mstep: Class 47 contains 27091 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20579 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 34762 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971696.000000 Penalty: 176129.375000
Iteration 274Q: 52 clusters Score -2.079717e+08 nChanged 3473
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19089 members 
Mstep: Class 2 contains 5876 members 
Mstep: Class 3 contains 33659 members 
Mstep: Class 4 contains 45008 members 
Mstep: Class 5 contains 19159 members 
Mstep: Class 6 contains 1472 members 
Mstep: Class 7 contains 40879 members 
Mstep: Class 8 contains 44538 members 
Mstep: Class 9 contains 55809 members 
Mstep: Class 10 contains 17294 members 
Mstep: Class 11 contains 27932 members 
Mstep: Class 12 contains 58540 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18537 members 
Mstep: Class 15 contains 9330 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43963 members 
Mstep: Class 18 contains 5599 members 
Mstep: Class 19 contains 5970 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28736 members 
Mstep: Class 22 contains 42050 members 
Mstep: Class 23 contains 28655 members 
Mstep: Class 24 contains 7583 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 41847 members 
Mstep: Class 27 contains 56020 members 
Mstep: Class 28 contains 51094 members 
Mstep: Class 29 contains 4115 members 
Mstep: Class 30 contains 11196 members 
Mstep: Class 31 contains 58019 members 
Mstep: Class 32 contains 22088 members 
Mstep: Class 33 contains 42727 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45159 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31272 members 
Mstep: Class 41 contains 23291 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26236 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46140 members 
Mstep: Class 47 contains 27101 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20752 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 35012 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971392.000000 Penalty: 176129.375000
Iteration 275Q: 52 clusters Score -2.079714e+08 nChanged 3447
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19080 members 
Mstep: Class 2 contains 5873 members 
Mstep: Class 3 contains 33638 members 
Mstep: Class 4 contains 45002 members 
Mstep: Class 5 contains 19174 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 40928 members 
Mstep: Class 8 contains 44552 members 
Mstep: Class 9 contains 55819 members 
Mstep: Class 10 contains 17296 members 
Mstep: Class 11 contains 27931 members 
Mstep: Class 12 contains 58509 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18531 members 
Mstep: Class 15 contains 9337 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43974 members 
Mstep: Class 18 contains 5591 members 
Mstep: Class 19 contains 5975 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28800 members 
Mstep: Class 22 contains 42093 members 
Mstep: Class 23 contains 28678 members 
Mstep: Class 24 contains 7431 members 
Mstep: Class 25 contains 6911 members 
Mstep: Class 26 contains 41866 members 
Mstep: Class 27 contains 55951 members 
Mstep: Class 28 contains 51049 members 
Mstep: Class 29 contains 4109 members 
Mstep: Class 30 contains 11158 members 
Mstep: Class 31 contains 58021 members 
Mstep: Class 32 contains 21893 members 
Mstep: Class 33 contains 42725 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45149 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31315 members 
Mstep: Class 41 contains 23288 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26155 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46148 members 
Mstep: Class 47 contains 27161 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20922 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 35154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971392.000000 Penalty: 176129.375000
Iteration 276Q: 52 clusters Score -2.079714e+08 nChanged 3514
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 5871 members 
Mstep: Class 3 contains 33632 members 
Mstep: Class 4 contains 45005 members 
Mstep: Class 5 contains 19189 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 40963 members 
Mstep: Class 8 contains 44556 members 
Mstep: Class 9 contains 55818 members 
Mstep: Class 10 contains 17292 members 
Mstep: Class 11 contains 27935 members 
Mstep: Class 12 contains 58473 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18480 members 
Mstep: Class 15 contains 9341 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43988 members 
Mstep: Class 18 contains 5588 members 
Mstep: Class 19 contains 5980 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28869 members 
Mstep: Class 22 contains 42109 members 
Mstep: Class 23 contains 28689 members 
Mstep: Class 24 contains 7282 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 41878 members 
Mstep: Class 27 contains 55890 members 
Mstep: Class 28 contains 51027 members 
Mstep: Class 29 contains 4104 members 
Mstep: Class 30 contains 11131 members 
Mstep: Class 31 contains 58016 members 
Mstep: Class 32 contains 21726 members 
Mstep: Class 33 contains 42727 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45145 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31364 members 
Mstep: Class 41 contains 23281 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 26061 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46159 members 
Mstep: Class 47 contains 27173 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 21121 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 35338 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970864.000000 Penalty: 176129.375000
Iteration 277Q: 52 clusters Score -2.079709e+08 nChanged 3429
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19069 members 
Mstep: Class 2 contains 5867 members 
Mstep: Class 3 contains 33633 members 
Mstep: Class 4 contains 45022 members 
Mstep: Class 5 contains 19191 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 41019 members 
Mstep: Class 8 contains 44565 members 
Mstep: Class 9 contains 55804 members 
Mstep: Class 10 contains 17298 members 
Mstep: Class 11 contains 27967 members 
Mstep: Class 12 contains 58463 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18418 members 
Mstep: Class 15 contains 9338 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43996 members 
Mstep: Class 18 contains 5585 members 
Mstep: Class 19 contains 5984 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28928 members 
Mstep: Class 22 contains 42101 members 
Mstep: Class 23 contains 28698 members 
Mstep: Class 24 contains 7138 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 41901 members 
Mstep: Class 27 contains 55855 members 
Mstep: Class 28 contains 51011 members 
Mstep: Class 29 contains 4100 members 
Mstep: Class 30 contains 11088 members 
Mstep: Class 31 contains 58016 members 
Mstep: Class 32 contains 21575 members 
Mstep: Class 33 contains 42712 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45169 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31419 members 
Mstep: Class 41 contains 23272 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25978 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46138 members 
Mstep: Class 47 contains 27091 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 21311 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 35555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970672.000000 Penalty: 176129.375000
Iteration 278Q: 52 clusters Score -2.079707e+08 nChanged 3483
Entering ConstructFrom: 
Score: -207970672.000000 Penalty: 176129.375000
Entering ConstructFrom: 
Trying to split cluster 1 (19072 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19072 members 
Entering Unmasked Estep 
Score: -3575940.750000 Penalty: 2444.281982
	Iteration 0F: 2 clusters Score -3575941 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9544 members 
Mstep: Class 2 contains 9528 members 
Entering Unmasked Estep 
Score: -3562550.250000 Penalty: 4888.563965
	Iteration 0F: 3 clusters Score -3562550 nChanged 8305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 9549 members 
Entering Unmasked Estep 
Score: -3566928.250000 Penalty: 4888.563965
	Iteration 1F: 3 clusters Score -3566928 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9474 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3567365.750000 Penalty: 4888.563965
	Iteration 2F: 3 clusters Score -3567366 nChanged 906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9420 members 
Mstep: Class 2 contains 9652 members 
Entering Unmasked Estep 
Score: -3567685.250000 Penalty: 4888.563965
	Iteration 3Q: 3 clusters Score -3567685 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9380 members 
Mstep: Class 2 contains 9692 members 
Entering Unmasked Estep 
Score: -3567970.000000 Penalty: 4888.563965
	Iteration 4Q: 3 clusters Score -3567970 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 9717 members 
Entering Unmasked Estep 
Score: -3568243.250000 Penalty: 4888.563965
	Iteration 5Q: 3 clusters Score -3568243 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9334 members 
Mstep: Class 2 contains 9738 members 
Entering Unmasked Estep 
Score: -3568495.250000 Penalty: 4888.563965
	Iteration 6Q: 3 clusters Score -3568495 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9297 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -3568736.250000 Penalty: 4888.563965
	Iteration 7Q: 3 clusters Score -3568736 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 9835 members 
Entering Unmasked Estep 
Score: -3569008.500000 Penalty: 4888.563965
	Iteration 8Q: 3 clusters Score -3569008 nChanged 636
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 9895 members 
Entering Unmasked Estep 
Score: -3569251.000000 Penalty: 4888.563965
	Iteration 9Q: 3 clusters Score -3569251 nChanged 652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9071 members 
Mstep: Class 2 contains 10001 members 
Entering Unmasked Estep 
Score: -3569535.500000 Penalty: 4888.563965
	Iteration 10Q: 3 clusters Score -3569536 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8925 members 
Mstep: Class 2 contains 10147 members 
Entering Unmasked Estep 
Score: -3569831.500000 Penalty: 4888.563965
	Iteration 11Q: 3 clusters Score -3569832 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8734 members 
Mstep: Class 2 contains 10338 members 
Entering Unmasked Estep 
Score: -3570150.250000 Penalty: 4888.563965
	Iteration 12Q: 3 clusters Score -3570150 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8495 members 
Mstep: Class 2 contains 10577 members 
Entering Unmasked Estep 
Score: -3570490.000000 Penalty: 4888.563965
	Iteration 13Q: 3 clusters Score -3570490 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8220 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -3570843.000000 Penalty: 4888.563965
	Iteration 14Q: 3 clusters Score -3570843 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7916 members 
Mstep: Class 2 contains 11156 members 
Entering Unmasked Estep 
Score: -3571141.000000 Penalty: 4888.563965
	Iteration 15Q: 3 clusters Score -3571141 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7606 members 
Mstep: Class 2 contains 11466 members 
Entering Unmasked Estep 
Score: -3571370.500000 Penalty: 4888.563965
	Iteration 16Q: 3 clusters Score -3571370 nChanged 444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7324 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -3571538.000000 Penalty: 4888.563965
	Iteration 17Q: 3 clusters Score -3571538 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7042 members 
Mstep: Class 2 contains 12030 members 
Entering Unmasked Estep 
Score: -3571674.750000 Penalty: 4888.563965
	Iteration 18Q: 3 clusters Score -3571675 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6744 members 
Mstep: Class 2 contains 12328 members 
Entering Unmasked Estep 
Score: -3571805.000000 Penalty: 4888.563965
	Iteration 19Q: 3 clusters Score -3571805 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6427 members 
Mstep: Class 2 contains 12645 members 
Entering Unmasked Estep 
Score: -3571944.750000 Penalty: 4888.563965
	Iteration 20F: 3 clusters Score -3571945 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6121 members 
Mstep: Class 2 contains 12951 members 
Entering Unmasked Estep 
Score: -3572083.250000 Penalty: 4888.563965
	Iteration 21Q: 3 clusters Score -3572083 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5836 members 
Mstep: Class 2 contains 13236 members 
Entering Unmasked Estep 
Score: -3572228.000000 Penalty: 4888.563965
	Iteration 22Q: 3 clusters Score -3572228 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 13516 members 
Entering Unmasked Estep 
Score: -3572326.250000 Penalty: 4888.563965
	Iteration 23Q: 3 clusters Score -3572326 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5297 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -3572423.250000 Penalty: 4888.563965
	Iteration 24Q: 3 clusters Score -3572423 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5047 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -3572527.750000 Penalty: 4888.563965
	Iteration 25Q: 3 clusters Score -3572528 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -3572609.250000 Penalty: 4888.563965
	Iteration 26Q: 3 clusters Score -3572609 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3572690.500000 Penalty: 4888.563965
	Iteration 27Q: 3 clusters Score -3572690 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4364 members 
Mstep: Class 2 contains 14708 members 
Entering Unmasked Estep 
Score: -3572766.750000 Penalty: 4888.563965
	Iteration 28Q: 3 clusters Score -3572767 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4163 members 
Mstep: Class 2 contains 14909 members 
Entering Unmasked Estep 
Score: -3572835.000000 Penalty: 4888.563965
	Iteration 29Q: 3 clusters Score -3572835 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3976 members 
Mstep: Class 2 contains 15096 members 
Entering Unmasked Estep 
Score: -3572896.500000 Penalty: 4888.563965
	Iteration 30Q: 3 clusters Score -3572896 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 15269 members 
Entering Unmasked Estep 
Score: -3572965.000000 Penalty: 4888.563965
	Iteration 31Q: 3 clusters Score -3572965 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 15420 members 
Entering Unmasked Estep 
Score: -3573009.250000 Penalty: 4888.563965
	Iteration 32Q: 3 clusters Score -3573009 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 15564 members 
Entering Unmasked Estep 
Score: -3573062.500000 Penalty: 4888.563965
	Iteration 33Q: 3 clusters Score -3573062 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 15697 members 
Entering Unmasked Estep 
Score: -3573105.250000 Penalty: 4888.563965
	Iteration 34Q: 3 clusters Score -3573105 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3236 members 
Mstep: Class 2 contains 15836 members 
Entering Unmasked Estep 
Score: -3573139.500000 Penalty: 4888.563965
	Iteration 35Q: 3 clusters Score -3573140 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 15977 members 
Entering Unmasked Estep 
Score: -3573192.250000 Penalty: 4888.563965
	Iteration 36Q: 3 clusters Score -3573192 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 16126 members 
Entering Unmasked Estep 
Score: -3573249.250000 Penalty: 4888.563965
	Iteration 37Q: 3 clusters Score -3573249 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2805 members 
Mstep: Class 2 contains 16267 members 
Entering Unmasked Estep 
Score: -3573296.000000 Penalty: 4888.563965
	Iteration 38Q: 3 clusters Score -3573296 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 16385 members 
Entering Unmasked Estep 
Score: -3573337.000000 Penalty: 4888.563965
	Iteration 39Q: 3 clusters Score -3573337 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2572 members 
Mstep: Class 2 contains 16500 members 
Entering Unmasked Estep 
Score: -3573369.250000 Penalty: 4888.563965
	Iteration 40F: 3 clusters Score -3573369 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2481 members 
Mstep: Class 2 contains 16591 members 
Entering Unmasked Estep 
Score: -3573409.500000 Penalty: 4888.563965
	Iteration 41Q: 3 clusters Score -3573410 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 16671 members 
Entering Unmasked Estep 
Score: -3573411.000000 Penalty: 4888.563965
	Iteration 42Q: 3 clusters Score -3573411 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 16742 members 
Entering Unmasked Estep 
Score: -3573426.500000 Penalty: 4888.563965
	Iteration 43Q: 3 clusters Score -3573426 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3573449.500000 Penalty: 4888.563965
	Iteration 44Q: 3 clusters Score -3573450 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 16871 members 
Entering Unmasked Estep 
Score: -3573471.250000 Penalty: 4888.563965
	Iteration 45Q: 3 clusters Score -3573471 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2151 members 
Mstep: Class 2 contains 16921 members 
Entering Unmasked Estep 
Score: -3573478.750000 Penalty: 4888.563965
	Iteration 46Q: 3 clusters Score -3573479 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 16980 members 
Entering Unmasked Estep 
Score: -3573501.000000 Penalty: 4888.563965
	Iteration 47Q: 3 clusters Score -3573501 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 17042 members 
Entering Unmasked Estep 
Score: -3573521.750000 Penalty: 4888.563965
	Iteration 48Q: 3 clusters Score -3573522 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1968 members 
Mstep: Class 2 contains 17104 members 
Entering Unmasked Estep 
Score: -3573533.250000 Penalty: 4888.563965
	Iteration 49Q: 3 clusters Score -3573533 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1916 members 
Mstep: Class 2 contains 17156 members 
Entering Unmasked Estep 
Score: -3573547.500000 Penalty: 4888.563965
	Iteration 50Q: 3 clusters Score -3573548 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
Score: -3573567.000000 Penalty: 4888.563965
	Iteration 51Q: 3 clusters Score -3573567 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 17245 members 
Entering Unmasked Estep 
Score: -3573577.000000 Penalty: 4888.563965
	Iteration 52Q: 3 clusters Score -3573577 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 17289 members 
Entering Unmasked Estep 
Score: -3573592.750000 Penalty: 4888.563965
	Iteration 53Q: 3 clusters Score -3573593 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1745 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -3573607.250000 Penalty: 4888.563965
	Iteration 54Q: 3 clusters Score -3573607 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 17360 members 
Entering Unmasked Estep 
Score: -3573622.000000 Penalty: 4888.563965
	Iteration 55Q: 3 clusters Score -3573622 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 17401 members 
Entering Unmasked Estep 
Score: -3573632.000000 Penalty: 4888.563965
	Iteration 56Q: 3 clusters Score -3573632 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 17438 members 
Entering Unmasked Estep 
Score: -3573647.250000 Penalty: 4888.563965
	Iteration 57Q: 3 clusters Score -3573647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1610 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -3573660.000000 Penalty: 4888.563965
	Iteration 58Q: 3 clusters Score -3573660 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -3573667.500000 Penalty: 4888.563965
	Iteration 59Q: 3 clusters Score -3573668 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1566 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -3573662.500000 Penalty: 4888.563965
	Iteration 60F: 3 clusters Score -3573662 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1546 members 
Mstep: Class 2 contains 17526 members 
Entering Unmasked Estep 
Score: -3573668.500000 Penalty: 4888.563965
	Iteration 61Q: 3 clusters Score -3573668 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1531 members 
Mstep: Class 2 contains 17541 members 
Entering Unmasked Estep 
Score: -3573674.750000 Penalty: 4888.563965
	Iteration 62Q: 3 clusters Score -3573675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 17551 members 
Entering Unmasked Estep 
Score: -3573682.000000 Penalty: 4888.563965
	Iteration 63Q: 3 clusters Score -3573682 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 17563 members 
Entering Unmasked Estep 
Score: -3573681.250000 Penalty: 4888.563965
	Iteration 64Q: 3 clusters Score -3573681 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1498 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -3573682.500000 Penalty: 4888.563965
	Iteration 65Q: 3 clusters Score -3573682 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1482 members 
Mstep: Class 2 contains 17590 members 
Entering Unmasked Estep 
Score: -3573687.500000 Penalty: 4888.563965
	Iteration 66Q: 3 clusters Score -3573688 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Mstep: Class 2 contains 17605 members 
Entering Unmasked Estep 
Score: -3573691.750000 Penalty: 4888.563965
	Iteration 67Q: 3 clusters Score -3573692 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1451 members 
Mstep: Class 2 contains 17621 members 
Entering Unmasked Estep 
Score: -3573693.000000 Penalty: 4888.563965
	Iteration 68Q: 3 clusters Score -3573693 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -3573697.000000 Penalty: 4888.563965
	Iteration 69Q: 3 clusters Score -3573697 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1420 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3573706.500000 Penalty: 4888.563965
	Iteration 70Q: 3 clusters Score -3573706 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1406 members 
Mstep: Class 2 contains 17666 members 
Entering Unmasked Estep 
Score: -3573710.000000 Penalty: 4888.563965
	Iteration 71Q: 3 clusters Score -3573710 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -3573712.250000 Penalty: 4888.563965
	Iteration 72Q: 3 clusters Score -3573712 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 17708 members 
Entering Unmasked Estep 
Score: -3573714.000000 Penalty: 4888.563965
	Iteration 73Q: 3 clusters Score -3573714 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -3573728.000000 Penalty: 4888.563965
	Iteration 74Q: 3 clusters Score -3573728 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 17746 members 
Entering Unmasked Estep 
Score: -3573734.250000 Penalty: 4888.563965
	Iteration 75Q: 3 clusters Score -3573734 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -3573737.500000 Penalty: 4888.563965
	Iteration 76Q: 3 clusters Score -3573738 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1294 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -3573747.250000 Penalty: 4888.563965
	Iteration 77Q: 3 clusters Score -3573747 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 17788 members 
Entering Unmasked Estep 
Score: -3573754.500000 Penalty: 4888.563965
	Iteration 78Q: 3 clusters Score -3573754 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 17800 members 
Entering Unmasked Estep 
Score: -3573762.750000 Penalty: 4888.563965
	Iteration 79Q: 3 clusters Score -3573763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 17814 members 
Entering Unmasked Estep 
Score: -3573762.500000 Penalty: 4888.563965
	Iteration 80F: 3 clusters Score -3573762 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1249 members 
Mstep: Class 2 contains 17823 members 
Entering Unmasked Estep 
Score: -3573770.500000 Penalty: 4888.563965
	Iteration 81Q: 3 clusters Score -3573770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 17833 members 
Entering Unmasked Estep 
Score: -3573768.250000 Penalty: 4888.563965
	Iteration 82Q: 3 clusters Score -3573768 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 17846 members 
Entering Unmasked Estep 
Score: -3573776.750000 Penalty: 4888.563965
	Iteration 83Q: 3 clusters Score -3573777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1218 members 
Mstep: Class 2 contains 17854 members 
Entering Unmasked Estep 
Score: -3573778.250000 Penalty: 4888.563965
	Iteration 84Q: 3 clusters Score -3573778 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 17858 members 
Entering Unmasked Estep 
Score: -3573781.250000 Penalty: 4888.563965
	Iteration 85Q: 3 clusters Score -3573781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 17860 members 
Entering Unmasked Estep 
Score: -3573777.000000 Penalty: 4888.563965
	Iteration 86Q: 3 clusters Score -3573777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 17863 members 
Entering Unmasked Estep 
Score: -3573780.000000 Penalty: 4888.563965
	Iteration 87Q: 3 clusters Score -3573780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 17866 members 
Entering Unmasked Estep 
Score: -3573777.750000 Penalty: 4888.563965
	Iteration 88Q: 3 clusters Score -3573778 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -3573776.750000 Penalty: 4888.563965
	Iteration 89Q: 3 clusters Score -3573777 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3573780.250000 Penalty: 4888.563965
	Iteration 90Q: 3 clusters Score -3573780 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1198 members 
Mstep: Class 2 contains 17874 members 
Entering Unmasked Estep 
Score: -3573784.000000 Penalty: 4888.563965
	Iteration 91Q: 3 clusters Score -3573784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -3573790.000000 Penalty: 4888.563965
	Iteration 92Q: 3 clusters Score -3573790 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 17887 members 
Entering Unmasked Estep 
Score: -3573789.750000 Penalty: 4888.563965
	Iteration 93Q: 3 clusters Score -3573790 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 17891 members 
Entering Unmasked Estep 
Score: -3573789.250000 Penalty: 4888.563965
	Iteration 94Q: 3 clusters Score -3573789 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 17893 members 
Entering Unmasked Estep 
Score: -3573783.250000 Penalty: 4888.563965
	Iteration 95Q: 3 clusters Score -3573783 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3573786.000000 Penalty: 4888.563965
	Iteration 96Q: 3 clusters Score -3573786 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3573786.000000 Penalty: 4888.563965
	Iteration 97F: 3 clusters Score -3573786 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5853 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5853 members 
Entering Unmasked Estep 
Score: -1107869.000000 Penalty: 2151.327881
	Iteration 0F: 2 clusters Score -1107869 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2928 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1102785.875000 Penalty: 4302.655762
	Iteration 0F: 3 clusters Score -1102786 nChanged 2293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2993 members 
Mstep: Class 2 contains 2860 members 
Entering Unmasked Estep 
Score: -1104095.250000 Penalty: 4302.655762
	Iteration 1F: 3 clusters Score -1104095 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -1104335.375000 Penalty: 4302.655762
	Iteration 2F: 3 clusters Score -1104335 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3081 members 
Mstep: Class 2 contains 2772 members 
Entering Unmasked Estep 
Score: -1104472.875000 Penalty: 4302.655762
	Iteration 3F: 3 clusters Score -1104473 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1104555.500000 Penalty: 4302.655762
	Iteration 4Q: 3 clusters Score -1104556 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -1104606.750000 Penalty: 4302.655762
	Iteration 5Q: 3 clusters Score -1104607 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 2741 members 
Entering Unmasked Estep 
Score: -1104653.375000 Penalty: 4302.655762
	Iteration 6Q: 3 clusters Score -1104653 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 2717 members 
Entering Unmasked Estep 
Score: -1104677.875000 Penalty: 4302.655762
	Iteration 7Q: 3 clusters Score -1104678 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3150 members 
Mstep: Class 2 contains 2703 members 
Entering Unmasked Estep 
Score: -1104705.625000 Penalty: 4302.655762
	Iteration 8Q: 3 clusters Score -1104706 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3170 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1104723.125000 Penalty: 4302.655762
	Iteration 9Q: 3 clusters Score -1104723 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3187 members 
Mstep: Class 2 contains 2666 members 
Entering Unmasked Estep 
Score: -1104733.875000 Penalty: 4302.655762
	Iteration 10Q: 3 clusters Score -1104734 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3202 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1104748.250000 Penalty: 4302.655762
	Iteration 11Q: 3 clusters Score -1104748 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -1104758.375000 Penalty: 4302.655762
	Iteration 12Q: 3 clusters Score -1104758 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -1104765.250000 Penalty: 4302.655762
	Iteration 13Q: 3 clusters Score -1104765 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -1104773.375000 Penalty: 4302.655762
	Iteration 14Q: 3 clusters Score -1104773 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2599 members 
Entering Unmasked Estep 
Score: -1104781.500000 Penalty: 4302.655762
	Iteration 15Q: 3 clusters Score -1104782 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1104781.125000 Penalty: 4302.655762
	Iteration 16Q: 3 clusters Score -1104781 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -1104784.250000 Penalty: 4302.655762
	Iteration 17Q: 3 clusters Score -1104784 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3265 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -1104787.125000 Penalty: 4302.655762
	Iteration 18Q: 3 clusters Score -1104787 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -1104788.250000 Penalty: 4302.655762
	Iteration 19Q: 3 clusters Score -1104788 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3274 members 
Mstep: Class 2 contains 2579 members 
Entering Unmasked Estep 
Score: -1104788.000000 Penalty: 4302.655762
	Iteration 20F: 3 clusters Score -1104788 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 2569 members 
Entering Unmasked Estep 
Score: -1104792.875000 Penalty: 4302.655762
	Iteration 21Q: 3 clusters Score -1104793 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3289 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -1104792.750000 Penalty: 4302.655762
	Iteration 22Q: 3 clusters Score -1104793 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3290 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -1104793.375000 Penalty: 4302.655762
	Iteration 23Q: 3 clusters Score -1104793 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1104793.375000 Penalty: 4302.655762
	Iteration 24Q: 3 clusters Score -1104793 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3291 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -1104793.375000 Penalty: 4302.655762
	Iteration 25F: 3 clusters Score -1104793 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (33635 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33635 members 
Entering Unmasked Estep 
Score: -6376278.500000 Penalty: 2584.984131
	Iteration 0F: 2 clusters Score -6376278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16932 members 
Mstep: Class 2 contains 16703 members 
Entering Unmasked Estep 
Score: -6354034.000000 Penalty: 5169.968262
	Iteration 0F: 3 clusters Score -6354034 nChanged 15313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17663 members 
Mstep: Class 2 contains 15972 members 
Entering Unmasked Estep 
Score: -6362328.500000 Penalty: 5169.968262
	Iteration 1F: 3 clusters Score -6362328 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -6362828.500000 Penalty: 5169.968262
	Iteration 2Q: 3 clusters Score -6362828 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 14886 members 
Entering Unmasked Estep 
Score: -6363289.500000 Penalty: 5169.968262
	Iteration 3Q: 3 clusters Score -6363290 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19591 members 
Mstep: Class 2 contains 14044 members 
Entering Unmasked Estep 
Score: -6363795.500000 Penalty: 5169.968262
	Iteration 4Q: 3 clusters Score -6363796 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20664 members 
Mstep: Class 2 contains 12971 members 
Entering Unmasked Estep 
Score: -6364437.000000 Penalty: 5169.968262
	Iteration 5Q: 3 clusters Score -6364437 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22106 members 
Mstep: Class 2 contains 11529 members 
Entering Unmasked Estep 
Score: -6365336.000000 Penalty: 5169.968262
	Iteration 6F: 3 clusters Score -6365336 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 9661 members 
Entering Unmasked Estep 
Score: -6366802.000000 Penalty: 5169.968262
	Iteration 7F: 3 clusters Score -6366802 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26096 members 
Mstep: Class 2 contains 7539 members 
Entering Unmasked Estep 
Score: -6368654.000000 Penalty: 5169.968262
	Iteration 8F: 3 clusters Score -6368654 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28187 members 
Mstep: Class 2 contains 5448 members 
Entering Unmasked Estep 
Score: -6370611.000000 Penalty: 5169.968262
	Iteration 9F: 3 clusters Score -6370611 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29940 members 
Mstep: Class 2 contains 3695 members 
Entering Unmasked Estep 
Score: -6372071.500000 Penalty: 5169.968262
	Iteration 10F: 3 clusters Score -6372072 nChanged 1313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31237 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -6373053.500000 Penalty: 5169.968262
	Iteration 11Q: 3 clusters Score -6373054 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -6373586.000000 Penalty: 5169.968262
	Iteration 12Q: 3 clusters Score -6373586 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32520 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -6373867.000000 Penalty: 5169.968262
	Iteration 13Q: 3 clusters Score -6373867 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32774 members 
Mstep: Class 2 contains 861 members 
Entering Unmasked Estep 
Score: -6373981.000000 Penalty: 5169.968262
	Iteration 14Q: 3 clusters Score -6373981 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32920 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -6374052.000000 Penalty: 5169.968262
	Iteration 15Q: 3 clusters Score -6374052 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33013 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -6374115.500000 Penalty: 5169.968262
	Iteration 16Q: 3 clusters Score -6374116 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33072 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -6374152.000000 Penalty: 5169.968262
	Iteration 17Q: 3 clusters Score -6374152 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33117 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -6374183.000000 Penalty: 5169.968262
	Iteration 18Q: 3 clusters Score -6374183 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33152 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -6374213.000000 Penalty: 5169.968262
	Iteration 19Q: 3 clusters Score -6374213 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33172 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6374226.500000 Penalty: 5169.968262
	Iteration 20F: 3 clusters Score -6374226 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33187 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -6374234.500000 Penalty: 5169.968262
	Iteration 21Q: 3 clusters Score -6374234 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33199 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -6374235.500000 Penalty: 5169.968262
	Iteration 22Q: 3 clusters Score -6374236 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33210 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -6374239.500000 Penalty: 5169.968262
	Iteration 23Q: 3 clusters Score -6374240 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33219 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -6374249.500000 Penalty: 5169.968262
	Iteration 24Q: 3 clusters Score -6374250 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33225 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -6374254.000000 Penalty: 5169.968262
	Iteration 25Q: 3 clusters Score -6374254 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33229 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -6374258.000000 Penalty: 5169.968262
	Iteration 26Q: 3 clusters Score -6374258 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33233 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -6374257.500000 Penalty: 5169.968262
	Iteration 27Q: 3 clusters Score -6374258 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33235 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -6374257.000000 Penalty: 5169.968262
	Iteration 28Q: 3 clusters Score -6374257 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33236 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -6374258.500000 Penalty: 5169.968262
	Iteration 29Q: 3 clusters Score -6374258 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6374257.000000 Penalty: 5169.968262
	Iteration 30Q: 3 clusters Score -6374257 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33237 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -6374257.000000 Penalty: 5169.968262
	Iteration 31F: 3 clusters Score -6374257 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45046 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45046 members 
Entering Unmasked Estep 
Score: -8655562.000000 Penalty: 2657.428955
	Iteration 0F: 2 clusters Score -8655562 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22282 members 
Mstep: Class 2 contains 22764 members 
Entering Unmasked Estep 
Score: -8628772.000000 Penalty: 5314.857910
	Iteration 0F: 3 clusters Score -8628772 nChanged 20718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20616 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -8640396.000000 Penalty: 5314.857910
	Iteration 1F: 3 clusters Score -8640396 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -8640968.000000 Penalty: 5314.857910
	Iteration 2Q: 3 clusters Score -8640968 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18625 members 
Mstep: Class 2 contains 26421 members 
Entering Unmasked Estep 
Score: -8641572.000000 Penalty: 5314.857910
	Iteration 3Q: 3 clusters Score -8641572 nChanged 2050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17103 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -8642402.000000 Penalty: 5314.857910
	Iteration 4Q: 3 clusters Score -8642402 nChanged 2234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15179 members 
Mstep: Class 2 contains 29867 members 
Entering Unmasked Estep 
Score: -8643442.000000 Penalty: 5314.857910
	Iteration 5Q: 3 clusters Score -8643442 nChanged 2471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 32176 members 
Entering Unmasked Estep 
Score: -8644827.000000 Penalty: 5314.857910
	Iteration 6F: 3 clusters Score -8644827 nChanged 2779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10173 members 
Mstep: Class 2 contains 34873 members 
Entering Unmasked Estep 
Score: -8646672.000000 Penalty: 5314.857910
	Iteration 7F: 3 clusters Score -8646672 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7499 members 
Mstep: Class 2 contains 37547 members 
Entering Unmasked Estep 
Score: -8648710.000000 Penalty: 5314.857910
	Iteration 8F: 3 clusters Score -8648710 nChanged 2307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5246 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -8650376.000000 Penalty: 5314.857910
	Iteration 9F: 3 clusters Score -8650376 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3566 members 
Mstep: Class 2 contains 41480 members 
Entering Unmasked Estep 
Score: -8651592.000000 Penalty: 5314.857910
	Iteration 10Q: 3 clusters Score -8651592 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 42540 members 
Entering Unmasked Estep 
Score: -8652204.000000 Penalty: 5314.857910
	Iteration 11Q: 3 clusters Score -8652204 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1820 members 
Mstep: Class 2 contains 43226 members 
Entering Unmasked Estep 
Score: -8652493.000000 Penalty: 5314.857910
	Iteration 12Q: 3 clusters Score -8652493 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1352 members 
Mstep: Class 2 contains 43694 members 
Entering Unmasked Estep 
Score: -8652730.000000 Penalty: 5314.857910
	Iteration 13Q: 3 clusters Score -8652730 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1046 members 
Mstep: Class 2 contains 44000 members 
Entering Unmasked Estep 
Score: -8652923.000000 Penalty: 5314.857910
	Iteration 14Q: 3 clusters Score -8652923 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 44176 members 
Entering Unmasked Estep 
Score: -8653009.000000 Penalty: 5314.857910
	Iteration 15Q: 3 clusters Score -8653009 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 743 members 
Mstep: Class 2 contains 44303 members 
Entering Unmasked Estep 
Score: -8653084.000000 Penalty: 5314.857910
	Iteration 16Q: 3 clusters Score -8653084 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 44384 members 
Entering Unmasked Estep 
Score: -8653135.000000 Penalty: 5314.857910
	Iteration 17Q: 3 clusters Score -8653135 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 44436 members 
Entering Unmasked Estep 
Score: -8653177.000000 Penalty: 5314.857910
	Iteration 18Q: 3 clusters Score -8653177 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -8653193.000000 Penalty: 5314.857910
	Iteration 19Q: 3 clusters Score -8653193 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 44493 members 
Entering Unmasked Estep 
Score: -8653205.000000 Penalty: 5314.857910
	Iteration 20F: 3 clusters Score -8653205 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 44512 members 
Entering Unmasked Estep 
Score: -8653239.000000 Penalty: 5314.857910
	Iteration 21Q: 3 clusters Score -8653239 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 513 members 
Mstep: Class 2 contains 44533 members 
Entering Unmasked Estep 
Score: -8653267.000000 Penalty: 5314.857910
	Iteration 22Q: 3 clusters Score -8653267 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 44549 members 
Entering Unmasked Estep 
Score: -8653273.000000 Penalty: 5314.857910
	Iteration 23Q: 3 clusters Score -8653273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 44560 members 
Entering Unmasked Estep 
Score: -8653274.000000 Penalty: 5314.857910
	Iteration 24Q: 3 clusters Score -8653274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 44565 members 
Entering Unmasked Estep 
Score: -8653288.000000 Penalty: 5314.857910
	Iteration 25Q: 3 clusters Score -8653288 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 44569 members 
Entering Unmasked Estep 
Score: -8653284.000000 Penalty: 5314.857910
	Iteration 26Q: 3 clusters Score -8653284 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8653288.000000 Penalty: 5314.857910
	Iteration 27Q: 3 clusters Score -8653288 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8653287.000000 Penalty: 5314.857910
	Iteration 28Q: 3 clusters Score -8653287 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 44577 members 
Entering Unmasked Estep 
Score: -8653292.000000 Penalty: 5314.857910
	Iteration 29Q: 3 clusters Score -8653292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8653294.000000 Penalty: 5314.857910
	Iteration 30Q: 3 clusters Score -8653294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 44585 members 
Entering Unmasked Estep 
Score: -8653296.000000 Penalty: 5314.857910
	Iteration 31Q: 3 clusters Score -8653296 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 44586 members 
Entering Unmasked Estep 
Score: -8653299.000000 Penalty: 5314.857910
	Iteration 32Q: 3 clusters Score -8653299 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -8653296.000000 Penalty: 5314.857910
	Iteration 33Q: 3 clusters Score -8653296 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8653305.000000 Penalty: 5314.857910
	Iteration 34Q: 3 clusters Score -8653305 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -8653307.000000 Penalty: 5314.857910
	Iteration 35Q: 3 clusters Score -8653307 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 44589 members 
Entering Unmasked Estep 
Score: -8653307.000000 Penalty: 5314.857910
	Iteration 36F: 3 clusters Score -8653307 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19213 members 
Entering Unmasked Estep 
Score: -3765222.500000 Penalty: 2446.108887
	Iteration 0F: 2 clusters Score -3765222 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3751702.750000 Penalty: 4892.217773
	Iteration 0F: 3 clusters Score -3751703 nChanged 8422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9565 members 
Mstep: Class 2 contains 9648 members 
Entering Unmasked Estep 
Score: -3756181.750000 Penalty: 4892.217773
	Iteration 1F: 3 clusters Score -3756182 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9511 members 
Mstep: Class 2 contains 9702 members 
Entering Unmasked Estep 
Score: -3756553.250000 Penalty: 4892.217773
	Iteration 2F: 3 clusters Score -3756553 nChanged 821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 9759 members 
Entering Unmasked Estep 
Score: -3756804.000000 Penalty: 4892.217773
	Iteration 3Q: 3 clusters Score -3756804 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9409 members 
Mstep: Class 2 contains 9804 members 
Entering Unmasked Estep 
Score: -3756993.250000 Penalty: 4892.217773
	Iteration 4Q: 3 clusters Score -3756993 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9331 members 
Mstep: Class 2 contains 9882 members 
Entering Unmasked Estep 
Score: -3757147.500000 Penalty: 4892.217773
	Iteration 5Q: 3 clusters Score -3757148 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -3757287.000000 Penalty: 4892.217773
	Iteration 6Q: 3 clusters Score -3757287 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9136 members 
Mstep: Class 2 contains 10077 members 
Entering Unmasked Estep 
Score: -3757414.250000 Penalty: 4892.217773
	Iteration 7Q: 3 clusters Score -3757414 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9003 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -3757566.750000 Penalty: 4892.217773
	Iteration 8Q: 3 clusters Score -3757567 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8844 members 
Mstep: Class 2 contains 10369 members 
Entering Unmasked Estep 
Score: -3757693.000000 Penalty: 4892.217773
	Iteration 9Q: 3 clusters Score -3757693 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8670 members 
Mstep: Class 2 contains 10543 members 
Entering Unmasked Estep 
Score: -3757785.500000 Penalty: 4892.217773
	Iteration 10Q: 3 clusters Score -3757786 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8456 members 
Mstep: Class 2 contains 10757 members 
Entering Unmasked Estep 
Score: -3757888.500000 Penalty: 4892.217773
	Iteration 11Q: 3 clusters Score -3757888 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8180 members 
Mstep: Class 2 contains 11033 members 
Entering Unmasked Estep 
Score: -3758003.750000 Penalty: 4892.217773
	Iteration 12Q: 3 clusters Score -3758004 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7875 members 
Mstep: Class 2 contains 11338 members 
Entering Unmasked Estep 
Score: -3758111.500000 Penalty: 4892.217773
	Iteration 13Q: 3 clusters Score -3758112 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7533 members 
Mstep: Class 2 contains 11680 members 
Entering Unmasked Estep 
Score: -3758233.750000 Penalty: 4892.217773
	Iteration 14Q: 3 clusters Score -3758234 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7101 members 
Mstep: Class 2 contains 12112 members 
Entering Unmasked Estep 
Score: -3758400.500000 Penalty: 4892.217773
	Iteration 15Q: 3 clusters Score -3758400 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6551 members 
Mstep: Class 2 contains 12662 members 
Entering Unmasked Estep 
Score: -3758676.250000 Penalty: 4892.217773
	Iteration 16Q: 3 clusters Score -3758676 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5852 members 
Mstep: Class 2 contains 13361 members 
Entering Unmasked Estep 
Score: -3759063.250000 Penalty: 4892.217773
	Iteration 17Q: 3 clusters Score -3759063 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5070 members 
Mstep: Class 2 contains 14143 members 
Entering Unmasked Estep 
Score: -3759568.000000 Penalty: 4892.217773
	Iteration 18Q: 3 clusters Score -3759568 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4228 members 
Mstep: Class 2 contains 14985 members 
Entering Unmasked Estep 
Score: -3760121.500000 Penalty: 4892.217773
	Iteration 19Q: 3 clusters Score -3760122 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 15801 members 
Entering Unmasked Estep 
Score: -3760710.250000 Penalty: 4892.217773
	Iteration 20F: 3 clusters Score -3760710 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 16515 members 
Entering Unmasked Estep 
Score: -3761217.750000 Penalty: 4892.217773
	Iteration 21Q: 3 clusters Score -3761218 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2094 members 
Mstep: Class 2 contains 17119 members 
Entering Unmasked Estep 
Score: -3761669.000000 Penalty: 4892.217773
	Iteration 22Q: 3 clusters Score -3761669 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1584 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -3762052.000000 Penalty: 4892.217773
	Iteration 23Q: 3 clusters Score -3762052 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 18011 members 
Entering Unmasked Estep 
Score: -3762338.000000 Penalty: 4892.217773
	Iteration 24Q: 3 clusters Score -3762338 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 18270 members 
Entering Unmasked Estep 
Score: -3762541.750000 Penalty: 4892.217773
	Iteration 25Q: 3 clusters Score -3762542 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -3762701.500000 Penalty: 4892.217773
	Iteration 26Q: 3 clusters Score -3762702 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 18567 members 
Entering Unmasked Estep 
Score: -3762803.000000 Penalty: 4892.217773
	Iteration 27Q: 3 clusters Score -3762803 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 18643 members 
Entering Unmasked Estep 
Score: -3762871.500000 Penalty: 4892.217773
	Iteration 28Q: 3 clusters Score -3762872 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 18688 members 
Entering Unmasked Estep 
Score: -3762913.000000 Penalty: 4892.217773
	Iteration 29Q: 3 clusters Score -3762913 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 18725 members 
Entering Unmasked Estep 
Score: -3762943.750000 Penalty: 4892.217773
	Iteration 30Q: 3 clusters Score -3762944 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 18758 members 
Entering Unmasked Estep 
Score: -3762973.250000 Penalty: 4892.217773
	Iteration 31Q: 3 clusters Score -3762973 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 18780 members 
Entering Unmasked Estep 
Score: -3762995.750000 Penalty: 4892.217773
	Iteration 32Q: 3 clusters Score -3762996 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 18796 members 
Entering Unmasked Estep 
Score: -3763005.750000 Penalty: 4892.217773
	Iteration 33Q: 3 clusters Score -3763006 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 18809 members 
Entering Unmasked Estep 
Score: -3763023.250000 Penalty: 4892.217773
	Iteration 34Q: 3 clusters Score -3763023 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 395 members 
Mstep: Class 2 contains 18818 members 
Entering Unmasked Estep 
Score: -3763037.000000 Penalty: 4892.217773
	Iteration 35Q: 3 clusters Score -3763037 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -3763048.250000 Penalty: 4892.217773
	Iteration 36Q: 3 clusters Score -3763048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -3763053.000000 Penalty: 4892.217773
	Iteration 37Q: 3 clusters Score -3763053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 18837 members 
Entering Unmasked Estep 
Score: -3763055.250000 Penalty: 4892.217773
	Iteration 38Q: 3 clusters Score -3763055 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -3763057.000000 Penalty: 4892.217773
	Iteration 39Q: 3 clusters Score -3763057 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 18840 members 
Entering Unmasked Estep 
Score: -3763065.750000 Penalty: 4892.217773
	Iteration 40F: 3 clusters Score -3763066 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -3763069.750000 Penalty: 4892.217773
	Iteration 41Q: 3 clusters Score -3763070 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 18850 members 
Entering Unmasked Estep 
Score: -3763075.500000 Penalty: 4892.217773
	Iteration 42Q: 3 clusters Score -3763076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 18852 members 
Entering Unmasked Estep 
Score: -3763075.500000 Penalty: 4892.217773
	Iteration 43Q: 3 clusters Score -3763076 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 18853 members 
Entering Unmasked Estep 
Score: -3763080.000000 Penalty: 4892.217773
	Iteration 44Q: 3 clusters Score -3763080 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 18855 members 
Entering Unmasked Estep 
Score: -3763079.750000 Penalty: 4892.217773
	Iteration 45Q: 3 clusters Score -3763080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3763079.250000 Penalty: 4892.217773
	Iteration 46Q: 3 clusters Score -3763079 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 18856 members 
Entering Unmasked Estep 
Score: -3763079.250000 Penalty: 4892.217773
	Iteration 47F: 3 clusters Score -3763079 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1471 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Entering Unmasked Estep 
Score: -251586.796875 Penalty: 1808.837036
	Iteration 0F: 2 clusters Score -251586.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -249346.656250 Penalty: 3617.674072
	Iteration 0F: 3 clusters Score -249346.7 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -249774.796875 Penalty: 3617.674072
	Iteration 1F: 3 clusters Score -249774.8 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -249954.078125 Penalty: 3617.674072
	Iteration 2F: 3 clusters Score -249954.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -250088.406250 Penalty: 3617.674072
	Iteration 3F: 3 clusters Score -250088.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -250290.437500 Penalty: 3617.674072
	Iteration 4F: 3 clusters Score -250290.4 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 908 members 
Entering Unmasked Estep 
Score: -250533.546875 Penalty: 3617.674072
	Iteration 5F: 3 clusters Score -250533.5 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 516 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -250847.828125 Penalty: 3617.674072
	Iteration 6F: 3 clusters Score -250847.8 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 986 members 
Entering Unmasked Estep 
Score: -251182.234375 Penalty: 3617.674072
	Iteration 7F: 3 clusters Score -251182.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 992 members 
Entering Unmasked Estep 
Score: -251418.781250 Penalty: 3617.674072
	Iteration 8Q: 3 clusters Score -251418.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -251574.484375 Penalty: 3617.674072
	Iteration 9Q: 3 clusters Score -251574.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -251669.984375 Penalty: 3617.674072
	Iteration 10Q: 3 clusters Score -251670 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -251733.781250 Penalty: 3617.674072
	Iteration 11Q: 3 clusters Score -251733.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 912 members 
Entering Unmasked Estep 
Score: -251794.734375 Penalty: 3617.674072
	Iteration 12Q: 3 clusters Score -251794.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -251850.843750 Penalty: 3617.674072
	Iteration 13Q: 3 clusters Score -251850.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -251902.078125 Penalty: 3617.674072
	Iteration 14Q: 3 clusters Score -251902.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -251944.359375 Penalty: 3617.674072
	Iteration 15Q: 3 clusters Score -251944.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -251965.859375 Penalty: 3617.674072
	Iteration 16Q: 3 clusters Score -251965.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 648 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -251980.078125 Penalty: 3617.674072
	Iteration 17Q: 3 clusters Score -251980.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 659 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -251992.812500 Penalty: 3617.674072
	Iteration 18Q: 3 clusters Score -251992.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -252002.437500 Penalty: 3617.674072
	Iteration 19Q: 3 clusters Score -252002.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 677 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -252012.359375 Penalty: 3617.674072
	Iteration 20F: 3 clusters Score -252012.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -252028.421875 Penalty: 3617.674072
	Iteration 21Q: 3 clusters Score -252028.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 701 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -252046.906250 Penalty: 3617.674072
	Iteration 22Q: 3 clusters Score -252046.9 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 719 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -252093.406250 Penalty: 3617.674072
	Iteration 23Q: 3 clusters Score -252093.4 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -252187.843750 Penalty: 3617.674072
	Iteration 24Q: 3 clusters Score -252187.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -252330.062500 Penalty: 3617.674072
	Iteration 25Q: 3 clusters Score -252330.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -252376.421875 Penalty: 3617.674072
	Iteration 26Q: 3 clusters Score -252376.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -252382.218750 Penalty: 3617.674072
	Iteration 27Q: 3 clusters Score -252382.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -252383.250000 Penalty: 3617.674072
	Iteration 28Q: 3 clusters Score -252383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -252383.250000 Penalty: 3617.674072
	Iteration 29F: 3 clusters Score -252383.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 5853 members 
Mstep: Class 3 contains 33635 members 
Mstep: Class 4 contains 45046 members 
Mstep: Class 5 contains 19213 members 
Mstep: Class 6 contains 777 members 
Mstep: Class 7 contains 41043 members 
Mstep: Class 8 contains 44583 members 
Mstep: Class 9 contains 55809 members 
Mstep: Class 10 contains 17299 members 
Mstep: Class 11 contains 28002 members 
Mstep: Class 12 contains 58454 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18383 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44000 members 
Mstep: Class 18 contains 5582 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28978 members 
Mstep: Class 22 contains 42122 members 
Mstep: Class 23 contains 28717 members 
Mstep: Class 24 contains 7012 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 41931 members 
Mstep: Class 27 contains 55802 members 
Mstep: Class 28 contains 51000 members 
Mstep: Class 29 contains 4097 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 58011 members 
Mstep: Class 32 contains 21407 members 
Mstep: Class 33 contains 42687 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45197 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31459 members 
Mstep: Class 40 contains 694 members 
Mstep: Class 41 contains 23260 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25899 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46126 members 
Mstep: Class 47 contains 27039 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 21511 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 35691 members 
Entering Unmasked Estep 
Score: -207969120.000000 Penalty: 179582.890625
Splitting cluster 6 changes total score from -207970672.000000 to -207969120.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (41043 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41043 members 
Entering Unmasked Estep 
Score: -7909407.500000 Penalty: 2634.349121
	Iteration 0F: 2 clusters Score -7909408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20484 members 
Mstep: Class 2 contains 20559 members 
Entering Unmasked Estep 
Score: -7884177.000000 Penalty: 5268.698242
	Iteration 0F: 3 clusters Score -7884177 nChanged 18827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20435 members 
Mstep: Class 2 contains 20608 members 
Entering Unmasked Estep 
Score: -7894559.500000 Penalty: 5268.698242
	Iteration 1F: 3 clusters Score -7894560 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20404 members 
Mstep: Class 2 contains 20639 members 
Entering Unmasked Estep 
Score: -7895050.000000 Penalty: 5268.698242
	Iteration 2Q: 3 clusters Score -7895050 nChanged 1611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20393 members 
Mstep: Class 2 contains 20650 members 
Entering Unmasked Estep 
Score: -7895497.000000 Penalty: 5268.698242
	Iteration 3Q: 3 clusters Score -7895497 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20335 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -7895923.000000 Penalty: 5268.698242
	Iteration 4Q: 3 clusters Score -7895923 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 20776 members 
Entering Unmasked Estep 
Score: -7896357.500000 Penalty: 5268.698242
	Iteration 5Q: 3 clusters Score -7896358 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20241 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -7896737.500000 Penalty: 5268.698242
	Iteration 6Q: 3 clusters Score -7896738 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20235 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -7897164.000000 Penalty: 5268.698242
	Iteration 7Q: 3 clusters Score -7897164 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -7897754.500000 Penalty: 5268.698242
	Iteration 8Q: 3 clusters Score -7897754 nChanged 1618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20339 members 
Mstep: Class 2 contains 20704 members 
Entering Unmasked Estep 
Score: -7898483.000000 Penalty: 5268.698242
	Iteration 9Q: 3 clusters Score -7898483 nChanged 1856
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20425 members 
Mstep: Class 2 contains 20618 members 
Entering Unmasked Estep 
Score: -7899514.000000 Penalty: 5268.698242
	Iteration 10Q: 3 clusters Score -7899514 nChanged 2025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -7900842.000000 Penalty: 5268.698242
	Iteration 11Q: 3 clusters Score -7900842 nChanged 2221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20801 members 
Mstep: Class 2 contains 20242 members 
Entering Unmasked Estep 
Score: -7902471.000000 Penalty: 5268.698242
	Iteration 12F: 3 clusters Score -7902471 nChanged 2073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21134 members 
Mstep: Class 2 contains 19909 members 
Entering Unmasked Estep 
Score: -7903800.000000 Penalty: 5268.698242
	Iteration 13F: 3 clusters Score -7903800 nChanged 1710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21476 members 
Mstep: Class 2 contains 19567 members 
Entering Unmasked Estep 
Score: -7904678.000000 Penalty: 5268.698242
	Iteration 14Q: 3 clusters Score -7904678 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 19285 members 
Entering Unmasked Estep 
Score: -7905196.000000 Penalty: 5268.698242
	Iteration 15Q: 3 clusters Score -7905196 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22072 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -7905618.000000 Penalty: 5268.698242
	Iteration 16Q: 3 clusters Score -7905618 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22312 members 
Mstep: Class 2 contains 18731 members 
Entering Unmasked Estep 
Score: -7905958.000000 Penalty: 5268.698242
	Iteration 17Q: 3 clusters Score -7905958 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22550 members 
Mstep: Class 2 contains 18493 members 
Entering Unmasked Estep 
Score: -7906302.500000 Penalty: 5268.698242
	Iteration 18Q: 3 clusters Score -7906302 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22757 members 
Mstep: Class 2 contains 18286 members 
Entering Unmasked Estep 
Score: -7906556.000000 Penalty: 5268.698242
	Iteration 19Q: 3 clusters Score -7906556 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 18093 members 
Entering Unmasked Estep 
Score: -7906765.500000 Penalty: 5268.698242
	Iteration 20F: 3 clusters Score -7906766 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 17901 members 
Entering Unmasked Estep 
Score: -7906956.000000 Penalty: 5268.698242
	Iteration 21Q: 3 clusters Score -7906956 nChanged 539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23331 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -7907109.000000 Penalty: 5268.698242
	Iteration 22Q: 3 clusters Score -7907109 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23410 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -7907225.000000 Penalty: 5268.698242
	Iteration 23Q: 3 clusters Score -7907225 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23413 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -7907331.500000 Penalty: 5268.698242
	Iteration 24Q: 3 clusters Score -7907332 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23446 members 
Mstep: Class 2 contains 17597 members 
Entering Unmasked Estep 
Score: -7907418.000000 Penalty: 5268.698242
	Iteration 25Q: 3 clusters Score -7907418 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23463 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
Score: -7907477.000000 Penalty: 5268.698242
	Iteration 26Q: 3 clusters Score -7907477 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23462 members 
Mstep: Class 2 contains 17581 members 
Entering Unmasked Estep 
Score: -7907507.500000 Penalty: 5268.698242
	Iteration 27Q: 3 clusters Score -7907508 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23490 members 
Mstep: Class 2 contains 17553 members 
Entering Unmasked Estep 
Score: -7907498.000000 Penalty: 5268.698242
	Iteration 28Q: 3 clusters Score -7907498 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23482 members 
Mstep: Class 2 contains 17561 members 
Entering Unmasked Estep 
Score: -7907539.500000 Penalty: 5268.698242
	Iteration 29Q: 3 clusters Score -7907540 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23479 members 
Mstep: Class 2 contains 17564 members 
Entering Unmasked Estep 
Score: -7907546.500000 Penalty: 5268.698242
	Iteration 30Q: 3 clusters Score -7907546 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 17577 members 
Entering Unmasked Estep 
Score: -7907586.500000 Penalty: 5268.698242
	Iteration 31Q: 3 clusters Score -7907586 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 17576 members 
Entering Unmasked Estep 
Score: -7907589.500000 Penalty: 5268.698242
	Iteration 32Q: 3 clusters Score -7907590 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23488 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -7907600.500000 Penalty: 5268.698242
	Iteration 33Q: 3 clusters Score -7907600 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 17537 members 
Entering Unmasked Estep 
Score: -7907598.500000 Penalty: 5268.698242
	Iteration 34Q: 3 clusters Score -7907598 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23542 members 
Mstep: Class 2 contains 17501 members 
Entering Unmasked Estep 
Score: -7907622.500000 Penalty: 5268.698242
	Iteration 35Q: 3 clusters Score -7907622 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23559 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -7907638.500000 Penalty: 5268.698242
	Iteration 36Q: 3 clusters Score -7907638 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23573 members 
Mstep: Class 2 contains 17470 members 
Entering Unmasked Estep 
Score: -7907628.500000 Penalty: 5268.698242
	Iteration 37Q: 3 clusters Score -7907628 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23598 members 
Mstep: Class 2 contains 17445 members 
Entering Unmasked Estep 
Score: -7907653.500000 Penalty: 5268.698242
	Iteration 38Q: 3 clusters Score -7907654 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23620 members 
Mstep: Class 2 contains 17423 members 
Entering Unmasked Estep 
Score: -7907687.500000 Penalty: 5268.698242
	Iteration 39Q: 3 clusters Score -7907688 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23654 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -7907688.000000 Penalty: 5268.698242
	Iteration 40F: 3 clusters Score -7907688 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23660 members 
Mstep: Class 2 contains 17383 members 
Entering Unmasked Estep 
Score: -7907691.500000 Penalty: 5268.698242
	Iteration 41Q: 3 clusters Score -7907692 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23664 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -7907698.500000 Penalty: 5268.698242
	Iteration 42Q: 3 clusters Score -7907698 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23657 members 
Mstep: Class 2 contains 17386 members 
Entering Unmasked Estep 
Score: -7907698.000000 Penalty: 5268.698242
	Iteration 43Q: 3 clusters Score -7907698 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23647 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -7907684.500000 Penalty: 5268.698242
	Iteration 44Q: 3 clusters Score -7907684 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23651 members 
Mstep: Class 2 contains 17392 members 
Entering Unmasked Estep 
Score: -7907678.500000 Penalty: 5268.698242
	Iteration 45Q: 3 clusters Score -7907678 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23639 members 
Mstep: Class 2 contains 17404 members 
Entering Unmasked Estep 
Score: -7907689.000000 Penalty: 5268.698242
	Iteration 46Q: 3 clusters Score -7907689 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -7907695.500000 Penalty: 5268.698242
	Iteration 47Q: 3 clusters Score -7907696 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23626 members 
Mstep: Class 2 contains 17417 members 
Entering Unmasked Estep 
Score: -7907681.000000 Penalty: 5268.698242
	Iteration 48Q: 3 clusters Score -7907681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -7907692.000000 Penalty: 5268.698242
	Iteration 49Q: 3 clusters Score -7907692 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23613 members 
Mstep: Class 2 contains 17430 members 
Entering Unmasked Estep 
Score: -7907679.000000 Penalty: 5268.698242
	Iteration 50Q: 3 clusters Score -7907679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23612 members 
Mstep: Class 2 contains 17431 members 
Entering Unmasked Estep 
Score: -7907676.500000 Penalty: 5268.698242
	Iteration 51Q: 3 clusters Score -7907676 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23619 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -7907682.500000 Penalty: 5268.698242
	Iteration 52Q: 3 clusters Score -7907682 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23621 members 
Mstep: Class 2 contains 17422 members 
Entering Unmasked Estep 
Score: -7907681.500000 Penalty: 5268.698242
	Iteration 53Q: 3 clusters Score -7907682 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -7907694.000000 Penalty: 5268.698242
	Iteration 54Q: 3 clusters Score -7907694 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -7907700.000000 Penalty: 5268.698242
	Iteration 55Q: 3 clusters Score -7907700 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -7907699.000000 Penalty: 5268.698242
	Iteration 56Q: 3 clusters Score -7907699 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23625 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -7907697.000000 Penalty: 5268.698242
	Iteration 57Q: 3 clusters Score -7907697 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -7907696.000000 Penalty: 5268.698242
	Iteration 58Q: 3 clusters Score -7907696 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23623 members 
Mstep: Class 2 contains 17420 members 
Entering Unmasked Estep 
Score: -7907685.500000 Penalty: 5268.698242
	Iteration 59Q: 3 clusters Score -7907686 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 17421 members 
Entering Unmasked Estep 
Score: -7907679.500000 Penalty: 5268.698242
	Iteration 60F: 3 clusters Score -7907680 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23628 members 
Mstep: Class 2 contains 17415 members 
Entering Unmasked Estep 
Score: -7907682.500000 Penalty: 5268.698242
	Iteration 61Q: 3 clusters Score -7907682 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23631 members 
Mstep: Class 2 contains 17412 members 
Entering Unmasked Estep 
Score: -7907694.000000 Penalty: 5268.698242
	Iteration 62Q: 3 clusters Score -7907694 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23630 members 
Mstep: Class 2 contains 17413 members 
Entering Unmasked Estep 
Score: -7907707.000000 Penalty: 5268.698242
	Iteration 63Q: 3 clusters Score -7907707 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23616 members 
Mstep: Class 2 contains 17427 members 
Entering Unmasked Estep 
Score: -7907702.500000 Penalty: 5268.698242
	Iteration 64Q: 3 clusters Score -7907702 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 17432 members 
Entering Unmasked Estep 
Score: -7907719.000000 Penalty: 5268.698242
	Iteration 65Q: 3 clusters Score -7907719 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23608 members 
Mstep: Class 2 contains 17435 members 
Entering Unmasked Estep 
Score: -7907714.000000 Penalty: 5268.698242
	Iteration 66Q: 3 clusters Score -7907714 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23582 members 
Mstep: Class 2 contains 17461 members 
Entering Unmasked Estep 
Score: -7907724.000000 Penalty: 5268.698242
	Iteration 67Q: 3 clusters Score -7907724 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23565 members 
Mstep: Class 2 contains 17478 members 
Entering Unmasked Estep 
Score: -7907733.000000 Penalty: 5268.698242
	Iteration 68Q: 3 clusters Score -7907733 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23555 members 
Mstep: Class 2 contains 17488 members 
Entering Unmasked Estep 
Score: -7907735.500000 Penalty: 5268.698242
	Iteration 69Q: 3 clusters Score -7907736 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 17514 members 
Entering Unmasked Estep 
Score: -7907766.500000 Penalty: 5268.698242
	Iteration 70Q: 3 clusters Score -7907766 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23495 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -7907760.500000 Penalty: 5268.698242
	Iteration 71Q: 3 clusters Score -7907760 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23469 members 
Mstep: Class 2 contains 17574 members 
Entering Unmasked Estep 
Score: -7907761.500000 Penalty: 5268.698242
	Iteration 72Q: 3 clusters Score -7907762 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23449 members 
Mstep: Class 2 contains 17594 members 
Entering Unmasked Estep 
Score: -7907766.500000 Penalty: 5268.698242
	Iteration 73Q: 3 clusters Score -7907766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23444 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -7907780.500000 Penalty: 5268.698242
	Iteration 74Q: 3 clusters Score -7907780 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23437 members 
Mstep: Class 2 contains 17606 members 
Entering Unmasked Estep 
Score: -7907777.500000 Penalty: 5268.698242
	Iteration 75Q: 3 clusters Score -7907778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23432 members 
Mstep: Class 2 contains 17611 members 
Entering Unmasked Estep 
Score: -7907782.500000 Penalty: 5268.698242
	Iteration 76Q: 3 clusters Score -7907782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23424 members 
Mstep: Class 2 contains 17619 members 
Entering Unmasked Estep 
Score: -7907767.000000 Penalty: 5268.698242
	Iteration 77Q: 3 clusters Score -7907767 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23407 members 
Mstep: Class 2 contains 17636 members 
Entering Unmasked Estep 
Score: -7907771.000000 Penalty: 5268.698242
	Iteration 78Q: 3 clusters Score -7907771 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23392 members 
Mstep: Class 2 contains 17651 members 
Entering Unmasked Estep 
Score: -7907771.500000 Penalty: 5268.698242
	Iteration 79Q: 3 clusters Score -7907772 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23371 members 
Mstep: Class 2 contains 17672 members 
Entering Unmasked Estep 
Score: -7907773.000000 Penalty: 5268.698242
	Iteration 80F: 3 clusters Score -7907773 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -7907768.000000 Penalty: 5268.698242
	Iteration 81Q: 3 clusters Score -7907768 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23366 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -7907774.000000 Penalty: 5268.698242
	Iteration 82Q: 3 clusters Score -7907774 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -7907788.000000 Penalty: 5268.698242
	Iteration 83Q: 3 clusters Score -7907788 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23349 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -7907775.500000 Penalty: 5268.698242
	Iteration 84Q: 3 clusters Score -7907776 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -7907766.000000 Penalty: 5268.698242
	Iteration 85Q: 3 clusters Score -7907766 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23338 members 
Mstep: Class 2 contains 17705 members 
Entering Unmasked Estep 
Score: -7907765.500000 Penalty: 5268.698242
	Iteration 86Q: 3 clusters Score -7907766 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23323 members 
Mstep: Class 2 contains 17720 members 
Entering Unmasked Estep 
Score: -7907780.500000 Penalty: 5268.698242
	Iteration 87Q: 3 clusters Score -7907780 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23321 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -7907787.500000 Penalty: 5268.698242
	Iteration 88Q: 3 clusters Score -7907788 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 17730 members 
Entering Unmasked Estep 
Score: -7907792.000000 Penalty: 5268.698242
	Iteration 89Q: 3 clusters Score -7907792 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23305 members 
Mstep: Class 2 contains 17738 members 
Entering Unmasked Estep 
Score: -7907779.500000 Penalty: 5268.698242
	Iteration 90Q: 3 clusters Score -7907780 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23316 members 
Mstep: Class 2 contains 17727 members 
Entering Unmasked Estep 
Score: -7907789.000000 Penalty: 5268.698242
	Iteration 91Q: 3 clusters Score -7907789 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -7907786.000000 Penalty: 5268.698242
	Iteration 92Q: 3 clusters Score -7907786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23326 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -7907781.500000 Penalty: 5268.698242
	Iteration 93Q: 3 clusters Score -7907782 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23324 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -7907780.000000 Penalty: 5268.698242
	Iteration 94Q: 3 clusters Score -7907780 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23330 members 
Mstep: Class 2 contains 17713 members 
Entering Unmasked Estep 
Score: -7907794.500000 Penalty: 5268.698242
	Iteration 95Q: 3 clusters Score -7907794 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23345 members 
Mstep: Class 2 contains 17698 members 
Entering Unmasked Estep 
Score: -7907808.000000 Penalty: 5268.698242
	Iteration 96Q: 3 clusters Score -7907808 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23359 members 
Mstep: Class 2 contains 17684 members 
Entering Unmasked Estep 
Score: -7907812.000000 Penalty: 5268.698242
	Iteration 97Q: 3 clusters Score -7907812 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -7907810.500000 Penalty: 5268.698242
	Iteration 98Q: 3 clusters Score -7907810 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23389 members 
Mstep: Class 2 contains 17654 members 
Entering Unmasked Estep 
Score: -7907816.500000 Penalty: 5268.698242
	Iteration 99Q: 3 clusters Score -7907816 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23395 members 
Mstep: Class 2 contains 17648 members 
Entering Unmasked Estep 
Score: -7907808.000000 Penalty: 5268.698242
	Iteration 100F: 3 clusters Score -7907808 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23408 members 
Mstep: Class 2 contains 17635 members 
Entering Unmasked Estep 
Score: -7907819.500000 Penalty: 5268.698242
	Iteration 101Q: 3 clusters Score -7907820 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23415 members 
Mstep: Class 2 contains 17628 members 
Entering Unmasked Estep 
Score: -7907821.500000 Penalty: 5268.698242
	Iteration 102Q: 3 clusters Score -7907822 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23421 members 
Mstep: Class 2 contains 17622 members 
Entering Unmasked Estep 
Score: -7907822.500000 Penalty: 5268.698242
	Iteration 103Q: 3 clusters Score -7907822 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23419 members 
Mstep: Class 2 contains 17624 members 
Entering Unmasked Estep 
Score: -7907828.000000 Penalty: 5268.698242
	Iteration 104Q: 3 clusters Score -7907828 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23428 members 
Mstep: Class 2 contains 17615 members 
Entering Unmasked Estep 
Score: -7907831.500000 Penalty: 5268.698242
	Iteration 105Q: 3 clusters Score -7907832 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23429 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -7907831.500000 Penalty: 5268.698242
	Iteration 106Q: 3 clusters Score -7907832 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -7907822.500000 Penalty: 5268.698242
	Iteration 107Q: 3 clusters Score -7907822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23433 members 
Mstep: Class 2 contains 17610 members 
Entering Unmasked Estep 
Score: -7907823.000000 Penalty: 5268.698242
	Iteration 108Q: 3 clusters Score -7907823 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -7907820.000000 Penalty: 5268.698242
	Iteration 109Q: 3 clusters Score -7907820 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23434 members 
Mstep: Class 2 contains 17609 members 
Entering Unmasked Estep 
Score: -7907820.000000 Penalty: 5268.698242
	Iteration 110F: 3 clusters Score -7907820 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (44583 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44583 members 
Entering Unmasked Estep 
Score: -8338519.500000 Penalty: 2654.866699
	Iteration 0F: 2 clusters Score -8338520 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22183 members 
Mstep: Class 2 contains 22400 members 
Entering Unmasked Estep 
Score: -8309198.000000 Penalty: 5309.733398
	Iteration 0F: 3 clusters Score -8309198 nChanged 20397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -8320502.000000 Penalty: 5309.733398
	Iteration 1F: 3 clusters Score -8320502 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 23832 members 
Entering Unmasked Estep 
Score: -8320979.500000 Penalty: 5309.733398
	Iteration 2Q: 3 clusters Score -8320980 nChanged 1714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20067 members 
Mstep: Class 2 contains 24516 members 
Entering Unmasked Estep 
Score: -8321470.500000 Penalty: 5309.733398
	Iteration 3Q: 3 clusters Score -8321470 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19102 members 
Mstep: Class 2 contains 25481 members 
Entering Unmasked Estep 
Score: -8322019.500000 Penalty: 5309.733398
	Iteration 4Q: 3 clusters Score -8322020 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17768 members 
Mstep: Class 2 contains 26815 members 
Entering Unmasked Estep 
Score: -8322777.500000 Penalty: 5309.733398
	Iteration 5Q: 3 clusters Score -8322778 nChanged 2078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15950 members 
Mstep: Class 2 contains 28633 members 
Entering Unmasked Estep 
Score: -8323802.500000 Penalty: 5309.733398
	Iteration 6Q: 3 clusters Score -8323802 nChanged 2442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13656 members 
Mstep: Class 2 contains 30927 members 
Entering Unmasked Estep 
Score: -8325255.000000 Penalty: 5309.733398
	Iteration 7F: 3 clusters Score -8325255 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10916 members 
Mstep: Class 2 contains 33667 members 
Entering Unmasked Estep 
Score: -8327341.500000 Penalty: 5309.733398
	Iteration 8F: 3 clusters Score -8327342 nChanged 2920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8038 members 
Mstep: Class 2 contains 36545 members 
Entering Unmasked Estep 
Score: -8329670.500000 Penalty: 5309.733398
	Iteration 9F: 3 clusters Score -8329670 nChanged 2720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5330 members 
Mstep: Class 2 contains 39253 members 
Entering Unmasked Estep 
Score: -8332094.000000 Penalty: 5309.733398
	Iteration 10F: 3 clusters Score -8332094 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 41448 members 
Entering Unmasked Estep 
Score: -8334010.500000 Penalty: 5309.733398
	Iteration 11Q: 3 clusters Score -8334010 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1850 members 
Mstep: Class 2 contains 42733 members 
Entering Unmasked Estep 
Score: -8335026.000000 Penalty: 5309.733398
	Iteration 12Q: 3 clusters Score -8335026 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1197 members 
Mstep: Class 2 contains 43386 members 
Entering Unmasked Estep 
Score: -8335521.500000 Penalty: 5309.733398
	Iteration 13Q: 3 clusters Score -8335522 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 863 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8335801.500000 Penalty: 5309.733398
	Iteration 14Q: 3 clusters Score -8335802 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 43894 members 
Entering Unmasked Estep 
Score: -8335928.500000 Penalty: 5309.733398
	Iteration 15Q: 3 clusters Score -8335928 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 43979 members 
Entering Unmasked Estep 
Score: -8335995.000000 Penalty: 5309.733398
	Iteration 16Q: 3 clusters Score -8335995 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 44023 members 
Entering Unmasked Estep 
Score: -8336049.500000 Penalty: 5309.733398
	Iteration 17Q: 3 clusters Score -8336050 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 44057 members 
Entering Unmasked Estep 
Score: -8336091.500000 Penalty: 5309.733398
	Iteration 18Q: 3 clusters Score -8336092 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 44078 members 
Entering Unmasked Estep 
Score: -8336095.000000 Penalty: 5309.733398
	Iteration 19Q: 3 clusters Score -8336095 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 44093 members 
Entering Unmasked Estep 
Score: -8336108.000000 Penalty: 5309.733398
	Iteration 20F: 3 clusters Score -8336108 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 44103 members 
Entering Unmasked Estep 
Score: -8336130.500000 Penalty: 5309.733398
	Iteration 21Q: 3 clusters Score -8336130 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 44114 members 
Entering Unmasked Estep 
Score: -8336148.500000 Penalty: 5309.733398
	Iteration 22Q: 3 clusters Score -8336148 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 44119 members 
Entering Unmasked Estep 
Score: -8336156.500000 Penalty: 5309.733398
	Iteration 23Q: 3 clusters Score -8336156 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 44125 members 
Entering Unmasked Estep 
Score: -8336156.500000 Penalty: 5309.733398
	Iteration 24Q: 3 clusters Score -8336156 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8336162.000000 Penalty: 5309.733398
	Iteration 25Q: 3 clusters Score -8336162 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 44133 members 
Entering Unmasked Estep 
Score: -8336166.500000 Penalty: 5309.733398
	Iteration 26Q: 3 clusters Score -8336166 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 44138 members 
Entering Unmasked Estep 
Score: -8336160.500000 Penalty: 5309.733398
	Iteration 27Q: 3 clusters Score -8336160 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 44141 members 
Entering Unmasked Estep 
Score: -8336168.500000 Penalty: 5309.733398
	Iteration 28Q: 3 clusters Score -8336168 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -8336170.500000 Penalty: 5309.733398
	Iteration 29Q: 3 clusters Score -8336170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 44146 members 
Entering Unmasked Estep 
Score: -8336174.000000 Penalty: 5309.733398
	Iteration 30Q: 3 clusters Score -8336174 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 44148 members 
Entering Unmasked Estep 
Score: -8336174.000000 Penalty: 5309.733398
	Iteration 31Q: 3 clusters Score -8336174 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 44152 members 
Entering Unmasked Estep 
Score: -8336177.500000 Penalty: 5309.733398
	Iteration 32Q: 3 clusters Score -8336178 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -8336183.000000 Penalty: 5309.733398
	Iteration 33Q: 3 clusters Score -8336183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 44161 members 
Entering Unmasked Estep 
Score: -8336189.500000 Penalty: 5309.733398
	Iteration 34Q: 3 clusters Score -8336190 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 44162 members 
Entering Unmasked Estep 
Score: -8336206.500000 Penalty: 5309.733398
	Iteration 35Q: 3 clusters Score -8336206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 44164 members 
Entering Unmasked Estep 
Score: -8336205.500000 Penalty: 5309.733398
	Iteration 36Q: 3 clusters Score -8336206 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -8336205.000000 Penalty: 5309.733398
	Iteration 37Q: 3 clusters Score -8336205 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 44166 members 
Entering Unmasked Estep 
Score: -8336218.500000 Penalty: 5309.733398
	Iteration 38Q: 3 clusters Score -8336218 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 44169 members 
Entering Unmasked Estep 
Score: -8336206.000000 Penalty: 5309.733398
	Iteration 39Q: 3 clusters Score -8336206 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 44170 members 
Entering Unmasked Estep 
Score: -8336207.500000 Penalty: 5309.733398
	Iteration 40F: 3 clusters Score -8336208 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8336207.000000 Penalty: 5309.733398
	Iteration 41Q: 3 clusters Score -8336207 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44171 members 
Entering Unmasked Estep 
Score: -8336207.000000 Penalty: 5309.733398
	Iteration 42F: 3 clusters Score -8336207 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55809 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55809 members 
Entering Unmasked Estep 
Score: -10514047.000000 Penalty: 2710.563232
	Iteration 0F: 2 clusters Score -1.051405e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 27889 members 
Entering Unmasked Estep 
Score: -10478794.000000 Penalty: 5421.126465
	Iteration 0F: 3 clusters Score -1.047879e+07 nChanged 26104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28048 members 
Mstep: Class 2 contains 27761 members 
Entering Unmasked Estep 
Score: -10493292.000000 Penalty: 5421.126465
	Iteration 1F: 3 clusters Score -1.049329e+07 nChanged 2150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28162 members 
Mstep: Class 2 contains 27647 members 
Entering Unmasked Estep 
Score: -10493890.000000 Penalty: 5421.126465
	Iteration 2Q: 3 clusters Score -1.049389e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28335 members 
Mstep: Class 2 contains 27474 members 
Entering Unmasked Estep 
Score: -10494500.000000 Penalty: 5421.126465
	Iteration 3Q: 3 clusters Score -1.04945e+07 nChanged 2047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28548 members 
Mstep: Class 2 contains 27261 members 
Entering Unmasked Estep 
Score: -10495111.000000 Penalty: 5421.126465
	Iteration 4Q: 3 clusters Score -1.049511e+07 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28866 members 
Mstep: Class 2 contains 26943 members 
Entering Unmasked Estep 
Score: -10495904.000000 Penalty: 5421.126465
	Iteration 5Q: 3 clusters Score -1.04959e+07 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 26550 members 
Entering Unmasked Estep 
Score: -10496797.000000 Penalty: 5421.126465
	Iteration 6Q: 3 clusters Score -1.04968e+07 nChanged 2421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29774 members 
Mstep: Class 2 contains 26035 members 
Entering Unmasked Estep 
Score: -10497838.000000 Penalty: 5421.126465
	Iteration 7Q: 3 clusters Score -1.049784e+07 nChanged 2540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30404 members 
Mstep: Class 2 contains 25405 members 
Entering Unmasked Estep 
Score: -10499068.000000 Penalty: 5421.126465
	Iteration 8Q: 3 clusters Score -1.049907e+07 nChanged 2767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 24630 members 
Entering Unmasked Estep 
Score: -10500686.000000 Penalty: 5421.126465
	Iteration 9Q: 3 clusters Score -1.050069e+07 nChanged 2823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32072 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -10502289.000000 Penalty: 5421.126465
	Iteration 10F: 3 clusters Score -1.050229e+07 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32981 members 
Mstep: Class 2 contains 22828 members 
Entering Unmasked Estep 
Score: -10503869.000000 Penalty: 5421.126465
	Iteration 11Q: 3 clusters Score -1.050387e+07 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33874 members 
Mstep: Class 2 contains 21935 members 
Entering Unmasked Estep 
Score: -10504790.000000 Penalty: 5421.126465
	Iteration 12Q: 3 clusters Score -1.050479e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34693 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -10505357.000000 Penalty: 5421.126465
	Iteration 13Q: 3 clusters Score -1.050536e+07 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35455 members 
Mstep: Class 2 contains 20354 members 
Entering Unmasked Estep 
Score: -10505727.000000 Penalty: 5421.126465
	Iteration 14Q: 3 clusters Score -1.050573e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36169 members 
Mstep: Class 2 contains 19640 members 
Entering Unmasked Estep 
Score: -10505972.000000 Penalty: 5421.126465
	Iteration 15Q: 3 clusters Score -1.050597e+07 nChanged 834
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36867 members 
Mstep: Class 2 contains 18942 members 
Entering Unmasked Estep 
Score: -10506183.000000 Penalty: 5421.126465
	Iteration 16Q: 3 clusters Score -1.050618e+07 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37533 members 
Mstep: Class 2 contains 18276 members 
Entering Unmasked Estep 
Score: -10506343.000000 Penalty: 5421.126465
	Iteration 17Q: 3 clusters Score -1.050634e+07 nChanged 731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38180 members 
Mstep: Class 2 contains 17629 members 
Entering Unmasked Estep 
Score: -10506551.000000 Penalty: 5421.126465
	Iteration 18Q: 3 clusters Score -1.050655e+07 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38837 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -10506790.000000 Penalty: 5421.126465
	Iteration 19Q: 3 clusters Score -1.050679e+07 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39467 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -10506975.000000 Penalty: 5421.126465
	Iteration 20F: 3 clusters Score -1.050698e+07 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40110 members 
Mstep: Class 2 contains 15699 members 
Entering Unmasked Estep 
Score: -10507186.000000 Penalty: 5421.126465
	Iteration 21Q: 3 clusters Score -1.050719e+07 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40777 members 
Mstep: Class 2 contains 15032 members 
Entering Unmasked Estep 
Score: -10507475.000000 Penalty: 5421.126465
	Iteration 22Q: 3 clusters Score -1.050748e+07 nChanged 795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41520 members 
Mstep: Class 2 contains 14289 members 
Entering Unmasked Estep 
Score: -10507757.000000 Penalty: 5421.126465
	Iteration 23Q: 3 clusters Score -1.050776e+07 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42214 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -10507952.000000 Penalty: 5421.126465
	Iteration 24Q: 3 clusters Score -1.050795e+07 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42873 members 
Mstep: Class 2 contains 12936 members 
Entering Unmasked Estep 
Score: -10508144.000000 Penalty: 5421.126465
	Iteration 25Q: 3 clusters Score -1.050814e+07 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43500 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -10508367.000000 Penalty: 5421.126465
	Iteration 26Q: 3 clusters Score -1.050837e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 11725 members 
Entering Unmasked Estep 
Score: -10508531.000000 Penalty: 5421.126465
	Iteration 27Q: 3 clusters Score -1.050853e+07 nChanged 627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44669 members 
Mstep: Class 2 contains 11140 members 
Entering Unmasked Estep 
Score: -10508653.000000 Penalty: 5421.126465
	Iteration 28Q: 3 clusters Score -1.050865e+07 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45219 members 
Mstep: Class 2 contains 10590 members 
Entering Unmasked Estep 
Score: -10508799.000000 Penalty: 5421.126465
	Iteration 29Q: 3 clusters Score -1.05088e+07 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45731 members 
Mstep: Class 2 contains 10078 members 
Entering Unmasked Estep 
Score: -10508950.000000 Penalty: 5421.126465
	Iteration 30Q: 3 clusters Score -1.050895e+07 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 9581 members 
Entering Unmasked Estep 
Score: -10509112.000000 Penalty: 5421.126465
	Iteration 31Q: 3 clusters Score -1.050911e+07 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46687 members 
Mstep: Class 2 contains 9122 members 
Entering Unmasked Estep 
Score: -10509252.000000 Penalty: 5421.126465
	Iteration 32Q: 3 clusters Score -1.050925e+07 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47093 members 
Mstep: Class 2 contains 8716 members 
Entering Unmasked Estep 
Score: -10509381.000000 Penalty: 5421.126465
	Iteration 33Q: 3 clusters Score -1.050938e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47459 members 
Mstep: Class 2 contains 8350 members 
Entering Unmasked Estep 
Score: -10509474.000000 Penalty: 5421.126465
	Iteration 34Q: 3 clusters Score -1.050947e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47842 members 
Mstep: Class 2 contains 7967 members 
Entering Unmasked Estep 
Score: -10509640.000000 Penalty: 5421.126465
	Iteration 35Q: 3 clusters Score -1.050964e+07 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48239 members 
Mstep: Class 2 contains 7570 members 
Entering Unmasked Estep 
Score: -10509782.000000 Penalty: 5421.126465
	Iteration 36Q: 3 clusters Score -1.050978e+07 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48619 members 
Mstep: Class 2 contains 7190 members 
Entering Unmasked Estep 
Score: -10509904.000000 Penalty: 5421.126465
	Iteration 37Q: 3 clusters Score -1.05099e+07 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48955 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -10510014.000000 Penalty: 5421.126465
	Iteration 38Q: 3 clusters Score -1.051001e+07 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49298 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -10510160.000000 Penalty: 5421.126465
	Iteration 39Q: 3 clusters Score -1.051016e+07 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49629 members 
Mstep: Class 2 contains 6180 members 
Entering Unmasked Estep 
Score: -10510298.000000 Penalty: 5421.126465
	Iteration 40F: 3 clusters Score -1.05103e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49931 members 
Mstep: Class 2 contains 5878 members 
Entering Unmasked Estep 
Score: -10510413.000000 Penalty: 5421.126465
	Iteration 41Q: 3 clusters Score -1.051041e+07 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50222 members 
Mstep: Class 2 contains 5587 members 
Entering Unmasked Estep 
Score: -10510508.000000 Penalty: 5421.126465
	Iteration 42Q: 3 clusters Score -1.051051e+07 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50475 members 
Mstep: Class 2 contains 5334 members 
Entering Unmasked Estep 
Score: -10510615.000000 Penalty: 5421.126465
	Iteration 43Q: 3 clusters Score -1.051062e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50681 members 
Mstep: Class 2 contains 5128 members 
Entering Unmasked Estep 
Score: -10510692.000000 Penalty: 5421.126465
	Iteration 44Q: 3 clusters Score -1.051069e+07 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50904 members 
Mstep: Class 2 contains 4905 members 
Entering Unmasked Estep 
Score: -10510698.000000 Penalty: 5421.126465
	Iteration 45Q: 3 clusters Score -1.05107e+07 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51121 members 
Mstep: Class 2 contains 4688 members 
Entering Unmasked Estep 
Score: -10510776.000000 Penalty: 5421.126465
	Iteration 46Q: 3 clusters Score -1.051078e+07 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51323 members 
Mstep: Class 2 contains 4486 members 
Entering Unmasked Estep 
Score: -10510864.000000 Penalty: 5421.126465
	Iteration 47Q: 3 clusters Score -1.051086e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51511 members 
Mstep: Class 2 contains 4298 members 
Entering Unmasked Estep 
Score: -10510957.000000 Penalty: 5421.126465
	Iteration 48Q: 3 clusters Score -1.051096e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51680 members 
Mstep: Class 2 contains 4129 members 
Entering Unmasked Estep 
Score: -10511022.000000 Penalty: 5421.126465
	Iteration 49Q: 3 clusters Score -1.051102e+07 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51832 members 
Mstep: Class 2 contains 3977 members 
Entering Unmasked Estep 
Score: -10511075.000000 Penalty: 5421.126465
	Iteration 50Q: 3 clusters Score -1.051108e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51985 members 
Mstep: Class 2 contains 3824 members 
Entering Unmasked Estep 
Score: -10511123.000000 Penalty: 5421.126465
	Iteration 51Q: 3 clusters Score -1.051112e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52126 members 
Mstep: Class 2 contains 3683 members 
Entering Unmasked Estep 
Score: -10511187.000000 Penalty: 5421.126465
	Iteration 52Q: 3 clusters Score -1.051119e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52255 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -10511241.000000 Penalty: 5421.126465
	Iteration 53Q: 3 clusters Score -1.051124e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52373 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -10511288.000000 Penalty: 5421.126465
	Iteration 54Q: 3 clusters Score -1.051129e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52487 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -10511311.000000 Penalty: 5421.126465
	Iteration 55Q: 3 clusters Score -1.051131e+07 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52601 members 
Mstep: Class 2 contains 3208 members 
Entering Unmasked Estep 
Score: -10511368.000000 Penalty: 5421.126465
	Iteration 56Q: 3 clusters Score -1.051137e+07 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52714 members 
Mstep: Class 2 contains 3095 members 
Entering Unmasked Estep 
Score: -10511375.000000 Penalty: 5421.126465
	Iteration 57Q: 3 clusters Score -1.051138e+07 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52811 members 
Mstep: Class 2 contains 2998 members 
Entering Unmasked Estep 
Score: -10511430.000000 Penalty: 5421.126465
	Iteration 58Q: 3 clusters Score -1.051143e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52885 members 
Mstep: Class 2 contains 2924 members 
Entering Unmasked Estep 
Score: -10511483.000000 Penalty: 5421.126465
	Iteration 59Q: 3 clusters Score -1.051148e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52958 members 
Mstep: Class 2 contains 2851 members 
Entering Unmasked Estep 
Score: -10511490.000000 Penalty: 5421.126465
	Iteration 60F: 3 clusters Score -1.051149e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53014 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -10511483.000000 Penalty: 5421.126465
	Iteration 61Q: 3 clusters Score -1.051148e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53063 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -10511479.000000 Penalty: 5421.126465
	Iteration 62Q: 3 clusters Score -1.051148e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53109 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -10511478.000000 Penalty: 5421.126465
	Iteration 63Q: 3 clusters Score -1.051148e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53142 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -10511495.000000 Penalty: 5421.126465
	Iteration 64Q: 3 clusters Score -1.05115e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53179 members 
Mstep: Class 2 contains 2630 members 
Entering Unmasked Estep 
Score: -10511501.000000 Penalty: 5421.126465
	Iteration 65Q: 3 clusters Score -1.05115e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53215 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -10511534.000000 Penalty: 5421.126465
	Iteration 66Q: 3 clusters Score -1.051153e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53258 members 
Mstep: Class 2 contains 2551 members 
Entering Unmasked Estep 
Score: -10511536.000000 Penalty: 5421.126465
	Iteration 67Q: 3 clusters Score -1.051154e+07 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53299 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -10511558.000000 Penalty: 5421.126465
	Iteration 68Q: 3 clusters Score -1.051156e+07 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53339 members 
Mstep: Class 2 contains 2470 members 
Entering Unmasked Estep 
Score: -10511533.000000 Penalty: 5421.126465
	Iteration 69Q: 3 clusters Score -1.051153e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53377 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -10511554.000000 Penalty: 5421.126465
	Iteration 70Q: 3 clusters Score -1.051155e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53413 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -10511563.000000 Penalty: 5421.126465
	Iteration 71Q: 3 clusters Score -1.051156e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53438 members 
Mstep: Class 2 contains 2371 members 
Entering Unmasked Estep 
Score: -10511595.000000 Penalty: 5421.126465
	Iteration 72Q: 3 clusters Score -1.05116e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53460 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -10511603.000000 Penalty: 5421.126465
	Iteration 73Q: 3 clusters Score -1.05116e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53492 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -10511616.000000 Penalty: 5421.126465
	Iteration 74Q: 3 clusters Score -1.051162e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53520 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -10511631.000000 Penalty: 5421.126465
	Iteration 75Q: 3 clusters Score -1.051163e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53541 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -10511648.000000 Penalty: 5421.126465
	Iteration 76Q: 3 clusters Score -1.051165e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53566 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -10511672.000000 Penalty: 5421.126465
	Iteration 77Q: 3 clusters Score -1.051167e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53590 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -10511684.000000 Penalty: 5421.126465
	Iteration 78Q: 3 clusters Score -1.051168e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53604 members 
Mstep: Class 2 contains 2205 members 
Entering Unmasked Estep 
Score: -10511680.000000 Penalty: 5421.126465
	Iteration 79Q: 3 clusters Score -1.051168e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53620 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -10511680.000000 Penalty: 5421.126465
	Iteration 80F: 3 clusters Score -1.051168e+07 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53641 members 
Mstep: Class 2 contains 2168 members 
Entering Unmasked Estep 
Score: -10511690.000000 Penalty: 5421.126465
	Iteration 81Q: 3 clusters Score -1.051169e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53664 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -10511681.000000 Penalty: 5421.126465
	Iteration 82Q: 3 clusters Score -1.051168e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53676 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -10511691.000000 Penalty: 5421.126465
	Iteration 83Q: 3 clusters Score -1.051169e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53701 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -10511680.000000 Penalty: 5421.126465
	Iteration 84Q: 3 clusters Score -1.051168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53728 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -10511677.000000 Penalty: 5421.126465
	Iteration 85Q: 3 clusters Score -1.051168e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53747 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -10511698.000000 Penalty: 5421.126465
	Iteration 86Q: 3 clusters Score -1.05117e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53765 members 
Mstep: Class 2 contains 2044 members 
Entering Unmasked Estep 
Score: -10511704.000000 Penalty: 5421.126465
	Iteration 87Q: 3 clusters Score -1.05117e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53778 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -10511699.000000 Penalty: 5421.126465
	Iteration 88Q: 3 clusters Score -1.05117e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53794 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -10511710.000000 Penalty: 5421.126465
	Iteration 89Q: 3 clusters Score -1.051171e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53807 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -10511709.000000 Penalty: 5421.126465
	Iteration 90Q: 3 clusters Score -1.051171e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53825 members 
Mstep: Class 2 contains 1984 members 
Entering Unmasked Estep 
Score: -10511715.000000 Penalty: 5421.126465
	Iteration 91Q: 3 clusters Score -1.051172e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53837 members 
Mstep: Class 2 contains 1972 members 
Entering Unmasked Estep 
Score: -10511719.000000 Penalty: 5421.126465
	Iteration 92Q: 3 clusters Score -1.051172e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53853 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -10511743.000000 Penalty: 5421.126465
	Iteration 93Q: 3 clusters Score -1.051174e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53873 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -10511753.000000 Penalty: 5421.126465
	Iteration 94Q: 3 clusters Score -1.051175e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53890 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -10511757.000000 Penalty: 5421.126465
	Iteration 95Q: 3 clusters Score -1.051176e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53908 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -10511765.000000 Penalty: 5421.126465
	Iteration 96Q: 3 clusters Score -1.051176e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53919 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -10511766.000000 Penalty: 5421.126465
	Iteration 97Q: 3 clusters Score -1.051177e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53930 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -10511764.000000 Penalty: 5421.126465
	Iteration 98Q: 3 clusters Score -1.051176e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53934 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -10511764.000000 Penalty: 5421.126465
	Iteration 99Q: 3 clusters Score -1.051176e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53937 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -10511767.000000 Penalty: 5421.126465
	Iteration 100F: 3 clusters Score -1.051177e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53945 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10511777.000000 Penalty: 5421.126465
	Iteration 101Q: 3 clusters Score -1.051178e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53955 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -10511789.000000 Penalty: 5421.126465
	Iteration 102Q: 3 clusters Score -1.051179e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53959 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -10511793.000000 Penalty: 5421.126465
	Iteration 103Q: 3 clusters Score -1.051179e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53966 members 
Mstep: Class 2 contains 1843 members 
Entering Unmasked Estep 
Score: -10511780.000000 Penalty: 5421.126465
	Iteration 104Q: 3 clusters Score -1.051178e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53970 members 
Mstep: Class 2 contains 1839 members 
Entering Unmasked Estep 
Score: -10511795.000000 Penalty: 5421.126465
	Iteration 105Q: 3 clusters Score -1.05118e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53974 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -10511797.000000 Penalty: 5421.126465
	Iteration 106Q: 3 clusters Score -1.05118e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53978 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -10511790.000000 Penalty: 5421.126465
	Iteration 107Q: 3 clusters Score -1.051179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53983 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -10511795.000000 Penalty: 5421.126465
	Iteration 108Q: 3 clusters Score -1.05118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53991 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -10511797.000000 Penalty: 5421.126465
	Iteration 109Q: 3 clusters Score -1.05118e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54004 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -10511787.000000 Penalty: 5421.126465
	Iteration 110Q: 3 clusters Score -1.051179e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54013 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -10511790.000000 Penalty: 5421.126465
	Iteration 111Q: 3 clusters Score -1.051179e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54022 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -10511799.000000 Penalty: 5421.126465
	Iteration 112Q: 3 clusters Score -1.05118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54025 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -10511803.000000 Penalty: 5421.126465
	Iteration 113Q: 3 clusters Score -1.05118e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54029 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -10511804.000000 Penalty: 5421.126465
	Iteration 114Q: 3 clusters Score -1.05118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54040 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -10511803.000000 Penalty: 5421.126465
	Iteration 115Q: 3 clusters Score -1.05118e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54048 members 
Mstep: Class 2 contains 1761 members 
Entering Unmasked Estep 
Score: -10511798.000000 Penalty: 5421.126465
	Iteration 116Q: 3 clusters Score -1.05118e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54055 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -10511792.000000 Penalty: 5421.126465
	Iteration 117Q: 3 clusters Score -1.051179e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54062 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -10511790.000000 Penalty: 5421.126465
	Iteration 118Q: 3 clusters Score -1.051179e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54063 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -10511787.000000 Penalty: 5421.126465
	Iteration 119Q: 3 clusters Score -1.051179e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54064 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -10511797.000000 Penalty: 5421.126465
	Iteration 120F: 3 clusters Score -1.05118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54065 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -10511795.000000 Penalty: 5421.126465
	Iteration 121Q: 3 clusters Score -1.05118e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10511791.000000 Penalty: 5421.126465
	Iteration 122Q: 3 clusters Score -1.051179e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54066 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -10511791.000000 Penalty: 5421.126465
	Iteration 123F: 3 clusters Score -1.051179e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17299 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Entering Unmasked Estep 
Score: -3262556.750000 Penalty: 2420.084229
	Iteration 0F: 2 clusters Score -3262557 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8591 members 
Mstep: Class 2 contains 8708 members 
Entering Unmasked Estep 
Score: -3250269.250000 Penalty: 4840.168457
	Iteration 0F: 3 clusters Score -3250269 nChanged 7491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8416 members 
Mstep: Class 2 contains 8883 members 
Entering Unmasked Estep 
Score: -3254273.000000 Penalty: 4840.168457
	Iteration 1F: 3 clusters Score -3254273 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8283 members 
Mstep: Class 2 contains 9016 members 
Entering Unmasked Estep 
Score: -3254666.250000 Penalty: 4840.168457
	Iteration 2F: 3 clusters Score -3254666 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8136 members 
Mstep: Class 2 contains 9163 members 
Entering Unmasked Estep 
Score: -3255002.750000 Penalty: 4840.168457
	Iteration 3Q: 3 clusters Score -3255003 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7938 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -3255363.000000 Penalty: 4840.168457
	Iteration 4Q: 3 clusters Score -3255363 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7707 members 
Mstep: Class 2 contains 9592 members 
Entering Unmasked Estep 
Score: -3255658.250000 Penalty: 4840.168457
	Iteration 5Q: 3 clusters Score -3255658 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 9814 members 
Entering Unmasked Estep 
Score: -3255965.250000 Penalty: 4840.168457
	Iteration 6Q: 3 clusters Score -3255965 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7199 members 
Mstep: Class 2 contains 10100 members 
Entering Unmasked Estep 
Score: -3256335.500000 Penalty: 4840.168457
	Iteration 7Q: 3 clusters Score -3256336 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6830 members 
Mstep: Class 2 contains 10469 members 
Entering Unmasked Estep 
Score: -3256802.750000 Penalty: 4840.168457
	Iteration 8Q: 3 clusters Score -3256803 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6449 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -3257358.250000 Penalty: 4840.168457
	Iteration 9Q: 3 clusters Score -3257358 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6103 members 
Mstep: Class 2 contains 11196 members 
Entering Unmasked Estep 
Score: -3257959.500000 Penalty: 4840.168457
	Iteration 10Q: 3 clusters Score -3257960 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 11475 members 
Entering Unmasked Estep 
Score: -3258448.750000 Penalty: 4840.168457
	Iteration 11Q: 3 clusters Score -3258449 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5618 members 
Mstep: Class 2 contains 11681 members 
Entering Unmasked Estep 
Score: -3258835.000000 Penalty: 4840.168457
	Iteration 12Q: 3 clusters Score -3258835 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5461 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -3259062.250000 Penalty: 4840.168457
	Iteration 13Q: 3 clusters Score -3259062 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 11942 members 
Entering Unmasked Estep 
Score: -3259205.750000 Penalty: 4840.168457
	Iteration 14Q: 3 clusters Score -3259206 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5270 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -3259292.000000 Penalty: 4840.168457
	Iteration 15Q: 3 clusters Score -3259292 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5188 members 
Mstep: Class 2 contains 12111 members 
Entering Unmasked Estep 
Score: -3259336.250000 Penalty: 4840.168457
	Iteration 16Q: 3 clusters Score -3259336 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5113 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -3259365.000000 Penalty: 4840.168457
	Iteration 17Q: 3 clusters Score -3259365 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5046 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -3259393.000000 Penalty: 4840.168457
	Iteration 18Q: 3 clusters Score -3259393 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5008 members 
Mstep: Class 2 contains 12291 members 
Entering Unmasked Estep 
Score: -3259425.250000 Penalty: 4840.168457
	Iteration 19Q: 3 clusters Score -3259425 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4979 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -3259444.000000 Penalty: 4840.168457
	Iteration 20F: 3 clusters Score -3259444 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4950 members 
Mstep: Class 2 contains 12349 members 
Entering Unmasked Estep 
Score: -3259460.000000 Penalty: 4840.168457
	Iteration 21Q: 3 clusters Score -3259460 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 12376 members 
Entering Unmasked Estep 
Score: -3259462.250000 Penalty: 4840.168457
	Iteration 22Q: 3 clusters Score -3259462 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 12409 members 
Entering Unmasked Estep 
Score: -3259469.250000 Penalty: 4840.168457
	Iteration 23Q: 3 clusters Score -3259469 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 12434 members 
Entering Unmasked Estep 
Score: -3259472.250000 Penalty: 4840.168457
	Iteration 24Q: 3 clusters Score -3259472 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4837 members 
Mstep: Class 2 contains 12462 members 
Entering Unmasked Estep 
Score: -3259492.500000 Penalty: 4840.168457
	Iteration 25Q: 3 clusters Score -3259492 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 12498 members 
Entering Unmasked Estep 
Score: -3259500.750000 Penalty: 4840.168457
	Iteration 26Q: 3 clusters Score -3259501 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4783 members 
Mstep: Class 2 contains 12516 members 
Entering Unmasked Estep 
Score: -3259501.750000 Penalty: 4840.168457
	Iteration 27Q: 3 clusters Score -3259502 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3259508.000000 Penalty: 4840.168457
	Iteration 28Q: 3 clusters Score -3259508 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -3259514.250000 Penalty: 4840.168457
	Iteration 29Q: 3 clusters Score -3259514 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4720 members 
Mstep: Class 2 contains 12579 members 
Entering Unmasked Estep 
Score: -3259522.250000 Penalty: 4840.168457
	Iteration 30Q: 3 clusters Score -3259522 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4697 members 
Mstep: Class 2 contains 12602 members 
Entering Unmasked Estep 
Score: -3259534.250000 Penalty: 4840.168457
	Iteration 31Q: 3 clusters Score -3259534 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 12624 members 
Entering Unmasked Estep 
Score: -3259539.500000 Penalty: 4840.168457
	Iteration 32Q: 3 clusters Score -3259540 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4660 members 
Mstep: Class 2 contains 12639 members 
Entering Unmasked Estep 
Score: -3259540.500000 Penalty: 4840.168457
	Iteration 33Q: 3 clusters Score -3259540 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4634 members 
Mstep: Class 2 contains 12665 members 
Entering Unmasked Estep 
Score: -3259545.750000 Penalty: 4840.168457
	Iteration 34Q: 3 clusters Score -3259546 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4610 members 
Mstep: Class 2 contains 12689 members 
Entering Unmasked Estep 
Score: -3259549.750000 Penalty: 4840.168457
	Iteration 35Q: 3 clusters Score -3259550 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 12718 members 
Entering Unmasked Estep 
Score: -3259555.000000 Penalty: 4840.168457
	Iteration 36Q: 3 clusters Score -3259555 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 12743 members 
Entering Unmasked Estep 
Score: -3259561.750000 Penalty: 4840.168457
	Iteration 37Q: 3 clusters Score -3259562 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4543 members 
Mstep: Class 2 contains 12756 members 
Entering Unmasked Estep 
Score: -3259562.000000 Penalty: 4840.168457
	Iteration 38Q: 3 clusters Score -3259562 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 12769 members 
Entering Unmasked Estep 
Score: -3259562.750000 Penalty: 4840.168457
	Iteration 39Q: 3 clusters Score -3259563 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4514 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -3259569.000000 Penalty: 4840.168457
	Iteration 40F: 3 clusters Score -3259569 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 12795 members 
Entering Unmasked Estep 
Score: -3259573.250000 Penalty: 4840.168457
	Iteration 41Q: 3 clusters Score -3259573 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4486 members 
Mstep: Class 2 contains 12813 members 
Entering Unmasked Estep 
Score: -3259576.000000 Penalty: 4840.168457
	Iteration 42Q: 3 clusters Score -3259576 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4464 members 
Mstep: Class 2 contains 12835 members 
Entering Unmasked Estep 
Score: -3259588.500000 Penalty: 4840.168457
	Iteration 43Q: 3 clusters Score -3259588 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4434 members 
Mstep: Class 2 contains 12865 members 
Entering Unmasked Estep 
Score: -3259601.500000 Penalty: 4840.168457
	Iteration 44Q: 3 clusters Score -3259602 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4406 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -3259601.000000 Penalty: 4840.168457
	Iteration 45Q: 3 clusters Score -3259601 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4379 members 
Mstep: Class 2 contains 12920 members 
Entering Unmasked Estep 
Score: -3259602.000000 Penalty: 4840.168457
	Iteration 46Q: 3 clusters Score -3259602 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4357 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -3259603.500000 Penalty: 4840.168457
	Iteration 47Q: 3 clusters Score -3259604 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4330 members 
Mstep: Class 2 contains 12969 members 
Entering Unmasked Estep 
Score: -3259605.500000 Penalty: 4840.168457
	Iteration 48Q: 3 clusters Score -3259606 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4312 members 
Mstep: Class 2 contains 12987 members 
Entering Unmasked Estep 
Score: -3259605.500000 Penalty: 4840.168457
	Iteration 49Q: 3 clusters Score -3259606 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4299 members 
Mstep: Class 2 contains 13000 members 
Entering Unmasked Estep 
Score: -3259617.500000 Penalty: 4840.168457
	Iteration 50Q: 3 clusters Score -3259618 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 13025 members 
Entering Unmasked Estep 
Score: -3259620.250000 Penalty: 4840.168457
	Iteration 51Q: 3 clusters Score -3259620 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4257 members 
Mstep: Class 2 contains 13042 members 
Entering Unmasked Estep 
Score: -3259622.250000 Penalty: 4840.168457
	Iteration 52Q: 3 clusters Score -3259622 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4232 members 
Mstep: Class 2 contains 13067 members 
Entering Unmasked Estep 
Score: -3259622.500000 Penalty: 4840.168457
	Iteration 53Q: 3 clusters Score -3259622 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4212 members 
Mstep: Class 2 contains 13087 members 
Entering Unmasked Estep 
Score: -3259627.000000 Penalty: 4840.168457
	Iteration 54Q: 3 clusters Score -3259627 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -3259622.750000 Penalty: 4840.168457
	Iteration 55Q: 3 clusters Score -3259623 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 13154 members 
Entering Unmasked Estep 
Score: -3259628.750000 Penalty: 4840.168457
	Iteration 56Q: 3 clusters Score -3259629 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4108 members 
Mstep: Class 2 contains 13191 members 
Entering Unmasked Estep 
Score: -3259634.500000 Penalty: 4840.168457
	Iteration 57Q: 3 clusters Score -3259634 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4065 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -3259634.750000 Penalty: 4840.168457
	Iteration 58Q: 3 clusters Score -3259635 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4025 members 
Mstep: Class 2 contains 13274 members 
Entering Unmasked Estep 
Score: -3259645.500000 Penalty: 4840.168457
	Iteration 59Q: 3 clusters Score -3259646 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3989 members 
Mstep: Class 2 contains 13310 members 
Entering Unmasked Estep 
Score: -3259649.750000 Penalty: 4840.168457
	Iteration 60F: 3 clusters Score -3259650 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3966 members 
Mstep: Class 2 contains 13333 members 
Entering Unmasked Estep 
Score: -3259659.250000 Penalty: 4840.168457
	Iteration 61Q: 3 clusters Score -3259659 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -3259661.000000 Penalty: 4840.168457
	Iteration 62Q: 3 clusters Score -3259661 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3917 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -3259669.000000 Penalty: 4840.168457
	Iteration 63Q: 3 clusters Score -3259669 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 13407 members 
Entering Unmasked Estep 
Score: -3259663.750000 Penalty: 4840.168457
	Iteration 64Q: 3 clusters Score -3259664 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 13430 members 
Entering Unmasked Estep 
Score: -3259678.750000 Penalty: 4840.168457
	Iteration 65Q: 3 clusters Score -3259679 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3846 members 
Mstep: Class 2 contains 13453 members 
Entering Unmasked Estep 
Score: -3259674.750000 Penalty: 4840.168457
	Iteration 66Q: 3 clusters Score -3259675 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 13479 members 
Entering Unmasked Estep 
Score: -3259683.000000 Penalty: 4840.168457
	Iteration 67Q: 3 clusters Score -3259683 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 13503 members 
Entering Unmasked Estep 
Score: -3259691.250000 Penalty: 4840.168457
	Iteration 68Q: 3 clusters Score -3259691 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 13528 members 
Entering Unmasked Estep 
Score: -3259705.250000 Penalty: 4840.168457
	Iteration 69Q: 3 clusters Score -3259705 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3740 members 
Mstep: Class 2 contains 13559 members 
Entering Unmasked Estep 
Score: -3259710.000000 Penalty: 4840.168457
	Iteration 70Q: 3 clusters Score -3259710 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3707 members 
Mstep: Class 2 contains 13592 members 
Entering Unmasked Estep 
Score: -3259705.250000 Penalty: 4840.168457
	Iteration 71Q: 3 clusters Score -3259705 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3671 members 
Mstep: Class 2 contains 13628 members 
Entering Unmasked Estep 
Score: -3259714.250000 Penalty: 4840.168457
	Iteration 72Q: 3 clusters Score -3259714 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3623 members 
Mstep: Class 2 contains 13676 members 
Entering Unmasked Estep 
Score: -3259726.750000 Penalty: 4840.168457
	Iteration 73Q: 3 clusters Score -3259727 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 13721 members 
Entering Unmasked Estep 
Score: -3259750.000000 Penalty: 4840.168457
	Iteration 74Q: 3 clusters Score -3259750 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -3259758.000000 Penalty: 4840.168457
	Iteration 75Q: 3 clusters Score -3259758 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 13823 members 
Entering Unmasked Estep 
Score: -3259769.750000 Penalty: 4840.168457
	Iteration 76Q: 3 clusters Score -3259770 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 13879 members 
Entering Unmasked Estep 
Score: -3259794.250000 Penalty: 4840.168457
	Iteration 77Q: 3 clusters Score -3259794 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -3259807.500000 Penalty: 4840.168457
	Iteration 78Q: 3 clusters Score -3259808 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3287 members 
Mstep: Class 2 contains 14012 members 
Entering Unmasked Estep 
Score: -3259821.000000 Penalty: 4840.168457
	Iteration 79Q: 3 clusters Score -3259821 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 14094 members 
Entering Unmasked Estep 
Score: -3259847.500000 Penalty: 4840.168457
	Iteration 80F: 3 clusters Score -3259848 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 14148 members 
Entering Unmasked Estep 
Score: -3259861.500000 Penalty: 4840.168457
	Iteration 81Q: 3 clusters Score -3259862 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3089 members 
Mstep: Class 2 contains 14210 members 
Entering Unmasked Estep 
Score: -3259875.000000 Penalty: 4840.168457
	Iteration 82Q: 3 clusters Score -3259875 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3040 members 
Mstep: Class 2 contains 14259 members 
Entering Unmasked Estep 
Score: -3259888.250000 Penalty: 4840.168457
	Iteration 83Q: 3 clusters Score -3259888 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2985 members 
Mstep: Class 2 contains 14314 members 
Entering Unmasked Estep 
Score: -3259903.750000 Penalty: 4840.168457
	Iteration 84Q: 3 clusters Score -3259904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -3259923.750000 Penalty: 4840.168457
	Iteration 85Q: 3 clusters Score -3259924 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 14417 members 
Entering Unmasked Estep 
Score: -3259934.000000 Penalty: 4840.168457
	Iteration 86Q: 3 clusters Score -3259934 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -3259937.250000 Penalty: 4840.168457
	Iteration 87Q: 3 clusters Score -3259937 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2813 members 
Mstep: Class 2 contains 14486 members 
Entering Unmasked Estep 
Score: -3259935.500000 Penalty: 4840.168457
	Iteration 88Q: 3 clusters Score -3259936 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2782 members 
Mstep: Class 2 contains 14517 members 
Entering Unmasked Estep 
Score: -3259946.750000 Penalty: 4840.168457
	Iteration 89Q: 3 clusters Score -3259947 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 14550 members 
Entering Unmasked Estep 
Score: -3259958.500000 Penalty: 4840.168457
	Iteration 90Q: 3 clusters Score -3259958 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 14587 members 
Entering Unmasked Estep 
Score: -3259964.500000 Penalty: 4840.168457
	Iteration 91Q: 3 clusters Score -3259964 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -3259972.500000 Penalty: 4840.168457
	Iteration 92Q: 3 clusters Score -3259972 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 14644 members 
Entering Unmasked Estep 
Score: -3259974.500000 Penalty: 4840.168457
	Iteration 93Q: 3 clusters Score -3259974 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2622 members 
Mstep: Class 2 contains 14677 members 
Entering Unmasked Estep 
Score: -3259980.000000 Penalty: 4840.168457
	Iteration 94Q: 3 clusters Score -3259980 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 14705 members 
Entering Unmasked Estep 
Score: -3259986.750000 Penalty: 4840.168457
	Iteration 95Q: 3 clusters Score -3259987 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 14733 members 
Entering Unmasked Estep 
Score: -3259992.750000 Penalty: 4840.168457
	Iteration 96Q: 3 clusters Score -3259993 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2533 members 
Mstep: Class 2 contains 14766 members 
Entering Unmasked Estep 
Score: -3260008.250000 Penalty: 4840.168457
	Iteration 97Q: 3 clusters Score -3260008 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2502 members 
Mstep: Class 2 contains 14797 members 
Entering Unmasked Estep 
Score: -3260020.000000 Penalty: 4840.168457
	Iteration 98Q: 3 clusters Score -3260020 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2479 members 
Mstep: Class 2 contains 14820 members 
Entering Unmasked Estep 
Score: -3260019.750000 Penalty: 4840.168457
	Iteration 99Q: 3 clusters Score -3260020 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2448 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -3260031.500000 Penalty: 4840.168457
	Iteration 100F: 3 clusters Score -3260032 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 14882 members 
Entering Unmasked Estep 
Score: -3260035.000000 Penalty: 4840.168457
	Iteration 101Q: 3 clusters Score -3260035 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2385 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -3260037.250000 Penalty: 4840.168457
	Iteration 102Q: 3 clusters Score -3260037 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 14945 members 
Entering Unmasked Estep 
Score: -3260055.000000 Penalty: 4840.168457
	Iteration 103Q: 3 clusters Score -3260055 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 14982 members 
Entering Unmasked Estep 
Score: -3260062.750000 Penalty: 4840.168457
	Iteration 104Q: 3 clusters Score -3260063 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2272 members 
Mstep: Class 2 contains 15027 members 
Entering Unmasked Estep 
Score: -3260071.250000 Penalty: 4840.168457
	Iteration 105Q: 3 clusters Score -3260071 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2239 members 
Mstep: Class 2 contains 15060 members 
Entering Unmasked Estep 
Score: -3260073.500000 Penalty: 4840.168457
	Iteration 106Q: 3 clusters Score -3260074 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 15088 members 
Entering Unmasked Estep 
Score: -3260087.000000 Penalty: 4840.168457
	Iteration 107Q: 3 clusters Score -3260087 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2168 members 
Mstep: Class 2 contains 15131 members 
Entering Unmasked Estep 
Score: -3260095.500000 Penalty: 4840.168457
	Iteration 108Q: 3 clusters Score -3260096 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 15162 members 
Entering Unmasked Estep 
Score: -3260104.250000 Penalty: 4840.168457
	Iteration 109Q: 3 clusters Score -3260104 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 15185 members 
Entering Unmasked Estep 
Score: -3260114.250000 Penalty: 4840.168457
	Iteration 110Q: 3 clusters Score -3260114 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2099 members 
Mstep: Class 2 contains 15200 members 
Entering Unmasked Estep 
Score: -3260122.250000 Penalty: 4840.168457
	Iteration 111Q: 3 clusters Score -3260122 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 15219 members 
Entering Unmasked Estep 
Score: -3260119.750000 Penalty: 4840.168457
	Iteration 112Q: 3 clusters Score -3260120 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 15237 members 
Entering Unmasked Estep 
Score: -3260124.000000 Penalty: 4840.168457
	Iteration 113Q: 3 clusters Score -3260124 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2052 members 
Mstep: Class 2 contains 15247 members 
Entering Unmasked Estep 
Score: -3260129.750000 Penalty: 4840.168457
	Iteration 114Q: 3 clusters Score -3260130 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2037 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3260132.500000 Penalty: 4840.168457
	Iteration 115Q: 3 clusters Score -3260132 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 15280 members 
Entering Unmasked Estep 
Score: -3260146.750000 Penalty: 4840.168457
	Iteration 116Q: 3 clusters Score -3260147 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 15305 members 
Entering Unmasked Estep 
Score: -3260144.750000 Penalty: 4840.168457
	Iteration 117Q: 3 clusters Score -3260145 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1964 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -3260158.000000 Penalty: 4840.168457
	Iteration 118Q: 3 clusters Score -3260158 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1942 members 
Mstep: Class 2 contains 15357 members 
Entering Unmasked Estep 
Score: -3260163.500000 Penalty: 4840.168457
	Iteration 119Q: 3 clusters Score -3260164 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1921 members 
Mstep: Class 2 contains 15378 members 
Entering Unmasked Estep 
Score: -3260167.500000 Penalty: 4840.168457
	Iteration 120F: 3 clusters Score -3260168 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 15400 members 
Entering Unmasked Estep 
Score: -3260170.000000 Penalty: 4840.168457
	Iteration 121Q: 3 clusters Score -3260170 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3260172.750000 Penalty: 4840.168457
	Iteration 122Q: 3 clusters Score -3260173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1860 members 
Mstep: Class 2 contains 15439 members 
Entering Unmasked Estep 
Score: -3260177.250000 Penalty: 4840.168457
	Iteration 123Q: 3 clusters Score -3260177 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1837 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -3260185.250000 Penalty: 4840.168457
	Iteration 124Q: 3 clusters Score -3260185 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 15480 members 
Entering Unmasked Estep 
Score: -3260191.750000 Penalty: 4840.168457
	Iteration 125Q: 3 clusters Score -3260192 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 15510 members 
Entering Unmasked Estep 
Score: -3260206.500000 Penalty: 4840.168457
	Iteration 126Q: 3 clusters Score -3260206 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3260220.500000 Penalty: 4840.168457
	Iteration 127Q: 3 clusters Score -3260220 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 15563 members 
Entering Unmasked Estep 
Score: -3260226.500000 Penalty: 4840.168457
	Iteration 128Q: 3 clusters Score -3260226 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1716 members 
Mstep: Class 2 contains 15583 members 
Entering Unmasked Estep 
Score: -3260229.250000 Penalty: 4840.168457
	Iteration 129Q: 3 clusters Score -3260229 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 15604 members 
Entering Unmasked Estep 
Score: -3260237.000000 Penalty: 4840.168457
	Iteration 130Q: 3 clusters Score -3260237 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1676 members 
Mstep: Class 2 contains 15623 members 
Entering Unmasked Estep 
Score: -3260246.250000 Penalty: 4840.168457
	Iteration 131Q: 3 clusters Score -3260246 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 15641 members 
Entering Unmasked Estep 
Score: -3260246.750000 Penalty: 4840.168457
	Iteration 132Q: 3 clusters Score -3260247 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1639 members 
Mstep: Class 2 contains 15660 members 
Entering Unmasked Estep 
Score: -3260250.000000 Penalty: 4840.168457
	Iteration 133Q: 3 clusters Score -3260250 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1614 members 
Mstep: Class 2 contains 15685 members 
Entering Unmasked Estep 
Score: -3260260.500000 Penalty: 4840.168457
	Iteration 134Q: 3 clusters Score -3260260 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1592 members 
Mstep: Class 2 contains 15707 members 
Entering Unmasked Estep 
Score: -3260266.750000 Penalty: 4840.168457
	Iteration 135Q: 3 clusters Score -3260267 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3260270.000000 Penalty: 4840.168457
	Iteration 136Q: 3 clusters Score -3260270 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1556 members 
Mstep: Class 2 contains 15743 members 
Entering Unmasked Estep 
Score: -3260278.500000 Penalty: 4840.168457
	Iteration 137Q: 3 clusters Score -3260278 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3260279.750000 Penalty: 4840.168457
	Iteration 138Q: 3 clusters Score -3260280 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3260284.500000 Penalty: 4840.168457
	Iteration 139Q: 3 clusters Score -3260284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 15787 members 
Entering Unmasked Estep 
Score: -3260293.250000 Penalty: 4840.168457
	Iteration 140F: 3 clusters Score -3260293 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 15799 members 
Entering Unmasked Estep 
Score: -3260298.250000 Penalty: 4840.168457
	Iteration 141Q: 3 clusters Score -3260298 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 15808 members 
Entering Unmasked Estep 
Score: -3260304.250000 Penalty: 4840.168457
	Iteration 142Q: 3 clusters Score -3260304 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 15819 members 
Entering Unmasked Estep 
Score: -3260305.250000 Penalty: 4840.168457
	Iteration 143Q: 3 clusters Score -3260305 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 15828 members 
Entering Unmasked Estep 
Score: -3260309.000000 Penalty: 4840.168457
	Iteration 144Q: 3 clusters Score -3260309 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1460 members 
Mstep: Class 2 contains 15839 members 
Entering Unmasked Estep 
Score: -3260311.750000 Penalty: 4840.168457
	Iteration 145Q: 3 clusters Score -3260312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 15852 members 
Entering Unmasked Estep 
Score: -3260313.500000 Penalty: 4840.168457
	Iteration 146Q: 3 clusters Score -3260314 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 15863 members 
Entering Unmasked Estep 
Score: -3260313.750000 Penalty: 4840.168457
	Iteration 147Q: 3 clusters Score -3260314 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1426 members 
Mstep: Class 2 contains 15873 members 
Entering Unmasked Estep 
Score: -3260316.500000 Penalty: 4840.168457
	Iteration 148Q: 3 clusters Score -3260316 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 15881 members 
Entering Unmasked Estep 
Score: -3260321.250000 Penalty: 4840.168457
	Iteration 149Q: 3 clusters Score -3260321 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1409 members 
Mstep: Class 2 contains 15890 members 
Entering Unmasked Estep 
Score: -3260320.500000 Penalty: 4840.168457
	Iteration 150Q: 3 clusters Score -3260320 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 15895 members 
Entering Unmasked Estep 
Score: -3260318.250000 Penalty: 4840.168457
	Iteration 151Q: 3 clusters Score -3260318 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1396 members 
Mstep: Class 2 contains 15903 members 
Entering Unmasked Estep 
Score: -3260324.250000 Penalty: 4840.168457
	Iteration 152Q: 3 clusters Score -3260324 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1390 members 
Mstep: Class 2 contains 15909 members 
Entering Unmasked Estep 
Score: -3260323.000000 Penalty: 4840.168457
	Iteration 153Q: 3 clusters Score -3260323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1388 members 
Mstep: Class 2 contains 15911 members 
Entering Unmasked Estep 
Score: -3260325.000000 Penalty: 4840.168457
	Iteration 154Q: 3 clusters Score -3260325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3260325.000000 Penalty: 4840.168457
	Iteration 155Q: 3 clusters Score -3260325 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1387 members 
Mstep: Class 2 contains 15912 members 
Entering Unmasked Estep 
Score: -3260325.000000 Penalty: 4840.168457
	Iteration 156F: 3 clusters Score -3260325 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (28002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Entering Unmasked Estep 
Score: -5350057.000000 Penalty: 2539.527832
	Iteration 0F: 2 clusters Score -5350057 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13995 members 
Mstep: Class 2 contains 14007 members 
Entering Unmasked Estep 
Score: -5331131.500000 Penalty: 5079.055664
	Iteration 0F: 3 clusters Score -5331132 nChanged 12587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13874 members 
Mstep: Class 2 contains 14128 members 
Entering Unmasked Estep 
Score: -5338018.500000 Penalty: 5079.055664
	Iteration 1F: 3 clusters Score -5338018 nChanged 1367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13807 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -5338503.000000 Penalty: 5079.055664
	Iteration 2Q: 3 clusters Score -5338503 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13715 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -5338933.000000 Penalty: 5079.055664
	Iteration 3Q: 3 clusters Score -5338933 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13607 members 
Mstep: Class 2 contains 14395 members 
Entering Unmasked Estep 
Score: -5339326.000000 Penalty: 5079.055664
	Iteration 4Q: 3 clusters Score -5339326 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13500 members 
Mstep: Class 2 contains 14502 members 
Entering Unmasked Estep 
Score: -5339725.000000 Penalty: 5079.055664
	Iteration 5Q: 3 clusters Score -5339725 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13428 members 
Mstep: Class 2 contains 14574 members 
Entering Unmasked Estep 
Score: -5340132.000000 Penalty: 5079.055664
	Iteration 6Q: 3 clusters Score -5340132 nChanged 1090
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13360 members 
Mstep: Class 2 contains 14642 members 
Entering Unmasked Estep 
Score: -5340540.000000 Penalty: 5079.055664
	Iteration 7Q: 3 clusters Score -5340540 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13303 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -5341017.500000 Penalty: 5079.055664
	Iteration 8Q: 3 clusters Score -5341018 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
Score: -5341601.500000 Penalty: 5079.055664
	Iteration 9Q: 3 clusters Score -5341602 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 14808 members 
Entering Unmasked Estep 
Score: -5342264.000000 Penalty: 5079.055664
	Iteration 10Q: 3 clusters Score -5342264 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13156 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -5342936.500000 Penalty: 5079.055664
	Iteration 11Q: 3 clusters Score -5342936 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13119 members 
Mstep: Class 2 contains 14883 members 
Entering Unmasked Estep 
Score: -5343585.500000 Penalty: 5079.055664
	Iteration 12Q: 3 clusters Score -5343586 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13052 members 
Mstep: Class 2 contains 14950 members 
Entering Unmasked Estep 
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	Iteration 13Q: 3 clusters Score -5343987 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12950 members 
Mstep: Class 2 contains 15052 members 
Entering Unmasked Estep 
Score: -5344227.500000 Penalty: 5079.055664
	Iteration 14Q: 3 clusters Score -5344228 nChanged 520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12832 members 
Mstep: Class 2 contains 15170 members 
Entering Unmasked Estep 
Score: -5344369.000000 Penalty: 5079.055664
	Iteration 15Q: 3 clusters Score -5344369 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12678 members 
Mstep: Class 2 contains 15324 members 
Entering Unmasked Estep 
Score: -5344467.500000 Penalty: 5079.055664
	Iteration 16Q: 3 clusters Score -5344468 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 15462 members 
Entering Unmasked Estep 
Score: -5344503.500000 Penalty: 5079.055664
	Iteration 17Q: 3 clusters Score -5344504 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12421 members 
Mstep: Class 2 contains 15581 members 
Entering Unmasked Estep 
Score: -5344554.000000 Penalty: 5079.055664
	Iteration 18Q: 3 clusters Score -5344554 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12309 members 
Mstep: Class 2 contains 15693 members 
Entering Unmasked Estep 
Score: -5344591.500000 Penalty: 5079.055664
	Iteration 19Q: 3 clusters Score -5344592 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12189 members 
Mstep: Class 2 contains 15813 members 
Entering Unmasked Estep 
Score: -5344643.500000 Penalty: 5079.055664
	Iteration 20F: 3 clusters Score -5344644 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12079 members 
Mstep: Class 2 contains 15923 members 
Entering Unmasked Estep 
Score: -5344674.500000 Penalty: 5079.055664
	Iteration 21Q: 3 clusters Score -5344674 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11973 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -5344692.500000 Penalty: 5079.055664
	Iteration 22Q: 3 clusters Score -5344692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11857 members 
Mstep: Class 2 contains 16145 members 
Entering Unmasked Estep 
Score: -5344708.000000 Penalty: 5079.055664
	Iteration 23Q: 3 clusters Score -5344708 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11717 members 
Mstep: Class 2 contains 16285 members 
Entering Unmasked Estep 
Score: -5344740.500000 Penalty: 5079.055664
	Iteration 24Q: 3 clusters Score -5344740 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11580 members 
Mstep: Class 2 contains 16422 members 
Entering Unmasked Estep 
Score: -5344768.000000 Penalty: 5079.055664
	Iteration 25Q: 3 clusters Score -5344768 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11460 members 
Mstep: Class 2 contains 16542 members 
Entering Unmasked Estep 
Score: -5344791.000000 Penalty: 5079.055664
	Iteration 26Q: 3 clusters Score -5344791 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11310 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -5344811.500000 Penalty: 5079.055664
	Iteration 27Q: 3 clusters Score -5344812 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 16838 members 
Entering Unmasked Estep 
Score: -5344841.500000 Penalty: 5079.055664
	Iteration 28Q: 3 clusters Score -5344842 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11016 members 
Mstep: Class 2 contains 16986 members 
Entering Unmasked Estep 
Score: -5344858.500000 Penalty: 5079.055664
	Iteration 29Q: 3 clusters Score -5344858 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10859 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -5344905.000000 Penalty: 5079.055664
	Iteration 30Q: 3 clusters Score -5344905 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10706 members 
Mstep: Class 2 contains 17296 members 
Entering Unmasked Estep 
Score: -5344934.500000 Penalty: 5079.055664
	Iteration 31Q: 3 clusters Score -5344934 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10539 members 
Mstep: Class 2 contains 17463 members 
Entering Unmasked Estep 
Score: -5344979.500000 Penalty: 5079.055664
	Iteration 32Q: 3 clusters Score -5344980 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 17647 members 
Entering Unmasked Estep 
Score: -5345027.000000 Penalty: 5079.055664
	Iteration 33Q: 3 clusters Score -5345027 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10175 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -5345060.000000 Penalty: 5079.055664
	Iteration 34Q: 3 clusters Score -5345060 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9989 members 
Mstep: Class 2 contains 18013 members 
Entering Unmasked Estep 
Score: -5345083.500000 Penalty: 5079.055664
	Iteration 35Q: 3 clusters Score -5345084 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9815 members 
Mstep: Class 2 contains 18187 members 
Entering Unmasked Estep 
Score: -5345122.500000 Penalty: 5079.055664
	Iteration 36Q: 3 clusters Score -5345122 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 18374 members 
Entering Unmasked Estep 
Score: -5345185.000000 Penalty: 5079.055664
	Iteration 37Q: 3 clusters Score -5345185 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9419 members 
Mstep: Class 2 contains 18583 members 
Entering Unmasked Estep 
Score: -5345255.000000 Penalty: 5079.055664
	Iteration 38Q: 3 clusters Score -5345255 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9217 members 
Mstep: Class 2 contains 18785 members 
Entering Unmasked Estep 
Score: -5345297.500000 Penalty: 5079.055664
	Iteration 39Q: 3 clusters Score -5345298 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9017 members 
Mstep: Class 2 contains 18985 members 
Entering Unmasked Estep 
Score: -5345369.500000 Penalty: 5079.055664
	Iteration 40F: 3 clusters Score -5345370 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8804 members 
Mstep: Class 2 contains 19198 members 
Entering Unmasked Estep 
Score: -5345410.000000 Penalty: 5079.055664
	Iteration 41Q: 3 clusters Score -5345410 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8585 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -5345450.000000 Penalty: 5079.055664
	Iteration 42Q: 3 clusters Score -5345450 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -5345509.000000 Penalty: 5079.055664
	Iteration 43Q: 3 clusters Score -5345509 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8112 members 
Mstep: Class 2 contains 19890 members 
Entering Unmasked Estep 
Score: -5345590.500000 Penalty: 5079.055664
	Iteration 44Q: 3 clusters Score -5345590 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Mstep: Class 2 contains 20110 members 
Entering Unmasked Estep 
Score: -5345655.000000 Penalty: 5079.055664
	Iteration 45Q: 3 clusters Score -5345655 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7656 members 
Mstep: Class 2 contains 20346 members 
Entering Unmasked Estep 
Score: -5345705.500000 Penalty: 5079.055664
	Iteration 46Q: 3 clusters Score -5345706 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7445 members 
Mstep: Class 2 contains 20557 members 
Entering Unmasked Estep 
Score: -5345761.500000 Penalty: 5079.055664
	Iteration 47Q: 3 clusters Score -5345762 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7231 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -5345811.500000 Penalty: 5079.055664
	Iteration 48Q: 3 clusters Score -5345812 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7017 members 
Mstep: Class 2 contains 20985 members 
Entering Unmasked Estep 
Score: -5345851.500000 Penalty: 5079.055664
	Iteration 49Q: 3 clusters Score -5345852 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6815 members 
Mstep: Class 2 contains 21187 members 
Entering Unmasked Estep 
Score: -5345885.000000 Penalty: 5079.055664
	Iteration 50Q: 3 clusters Score -5345885 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6617 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -5345937.000000 Penalty: 5079.055664
	Iteration 51Q: 3 clusters Score -5345937 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -5345973 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6200 members 
Mstep: Class 2 contains 21802 members 
Entering Unmasked Estep 
Score: -5346022.500000 Penalty: 5079.055664
	Iteration 53Q: 3 clusters Score -5346022 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5972 members 
Mstep: Class 2 contains 22030 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -5346079 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5755 members 
Mstep: Class 2 contains 22247 members 
Entering Unmasked Estep 
Score: -5346135.500000 Penalty: 5079.055664
	Iteration 55Q: 3 clusters Score -5346136 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 22473 members 
Entering Unmasked Estep 
Score: -5346175.000000 Penalty: 5079.055664
	Iteration 56Q: 3 clusters Score -5346175 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 22691 members 
Entering Unmasked Estep 
Score: -5346233.500000 Penalty: 5079.055664
	Iteration 57Q: 3 clusters Score -5346234 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5080 members 
Mstep: Class 2 contains 22922 members 
Entering Unmasked Estep 
Score: -5346305.500000 Penalty: 5079.055664
	Iteration 58Q: 3 clusters Score -5346306 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4861 members 
Mstep: Class 2 contains 23141 members 
Entering Unmasked Estep 
Score: -5346364.000000 Penalty: 5079.055664
	Iteration 59Q: 3 clusters Score -5346364 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 23352 members 
Entering Unmasked Estep 
Score: -5346433.500000 Penalty: 5079.055664
	Iteration 60F: 3 clusters Score -5346434 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 23558 members 
Entering Unmasked Estep 
Score: -5346463.500000 Penalty: 5079.055664
	Iteration 61Q: 3 clusters Score -5346464 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 23757 members 
Entering Unmasked Estep 
Score: -5346522.000000 Penalty: 5079.055664
	Iteration 62Q: 3 clusters Score -5346522 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4045 members 
Mstep: Class 2 contains 23957 members 
Entering Unmasked Estep 
Score: -5346596.000000 Penalty: 5079.055664
	Iteration 63Q: 3 clusters Score -5346596 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3839 members 
Mstep: Class 2 contains 24163 members 
Entering Unmasked Estep 
Score: -5346682.500000 Penalty: 5079.055664
	Iteration 64Q: 3 clusters Score -5346682 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3656 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -5346738.000000 Penalty: 5079.055664
	Iteration 65Q: 3 clusters Score -5346738 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3467 members 
Mstep: Class 2 contains 24535 members 
Entering Unmasked Estep 
Score: -5346794.000000 Penalty: 5079.055664
	Iteration 66Q: 3 clusters Score -5346794 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3301 members 
Mstep: Class 2 contains 24701 members 
Entering Unmasked Estep 
Score: -5346842.500000 Penalty: 5079.055664
	Iteration 67Q: 3 clusters Score -5346842 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5346899.000000 Penalty: 5079.055664
	Iteration 68Q: 3 clusters Score -5346899 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2997 members 
Mstep: Class 2 contains 25005 members 
Entering Unmasked Estep 
Score: -5346940.500000 Penalty: 5079.055664
	Iteration 69Q: 3 clusters Score -5346940 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2854 members 
Mstep: Class 2 contains 25148 members 
Entering Unmasked Estep 
Score: -5346981.500000 Penalty: 5079.055664
	Iteration 70Q: 3 clusters Score -5346982 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 25273 members 
Entering Unmasked Estep 
Score: -5347034.500000 Penalty: 5079.055664
	Iteration 71Q: 3 clusters Score -5347034 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 25393 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -5347082 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 25518 members 
Entering Unmasked Estep 
Score: -5347136.500000 Penalty: 5079.055664
	Iteration 73Q: 3 clusters Score -5347136 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2354 members 
Mstep: Class 2 contains 25648 members 
Entering Unmasked Estep 
Score: -5347190.000000 Penalty: 5079.055664
	Iteration 74Q: 3 clusters Score -5347190 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 25796 members 
Entering Unmasked Estep 
Score: -5347263.000000 Penalty: 5079.055664
	Iteration 75Q: 3 clusters Score -5347263 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5347333.000000 Penalty: 5079.055664
	Iteration 76Q: 3 clusters Score -5347333 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1949 members 
Mstep: Class 2 contains 26053 members 
Entering Unmasked Estep 
Score: -5347386.500000 Penalty: 5079.055664
	Iteration 77Q: 3 clusters Score -5347386 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1823 members 
Mstep: Class 2 contains 26179 members 
Entering Unmasked Estep 
Score: -5347456.000000 Penalty: 5079.055664
	Iteration 78Q: 3 clusters Score -5347456 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -5347519.000000 Penalty: 5079.055664
	Iteration 79Q: 3 clusters Score -5347519 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 26383 members 
Entering Unmasked Estep 
Score: -5347589.500000 Penalty: 5079.055664
	Iteration 80F: 3 clusters Score -5347590 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1539 members 
Mstep: Class 2 contains 26463 members 
Entering Unmasked Estep 
Score: -5347630.500000 Penalty: 5079.055664
	Iteration 81Q: 3 clusters Score -5347630 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1472 members 
Mstep: Class 2 contains 26530 members 
Entering Unmasked Estep 
Score: -5347664.000000 Penalty: 5079.055664
	Iteration 82Q: 3 clusters Score -5347664 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -5347708.000000 Penalty: 5079.055664
	Iteration 83Q: 3 clusters Score -5347708 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 26649 members 
Entering Unmasked Estep 
Score: -5347744.500000 Penalty: 5079.055664
	Iteration 84Q: 3 clusters Score -5347744 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 26700 members 
Entering Unmasked Estep 
Score: -5347771.500000 Penalty: 5079.055664
	Iteration 85Q: 3 clusters Score -5347772 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 26744 members 
Entering Unmasked Estep 
Score: -5347786.500000 Penalty: 5079.055664
	Iteration 86Q: 3 clusters Score -5347786 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -5347818.500000 Penalty: 5079.055664
	Iteration 87Q: 3 clusters Score -5347818 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 26806 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -5347830 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 26833 members 
Entering Unmasked Estep 
Score: -5347853.500000 Penalty: 5079.055664
	Iteration 89Q: 3 clusters Score -5347854 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1153 members 
Mstep: Class 2 contains 26849 members 
Entering Unmasked Estep 
Score: -5347859.500000 Penalty: 5079.055664
	Iteration 90Q: 3 clusters Score -5347860 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 26866 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -5347869 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 26880 members 
Entering Unmasked Estep 
Score: -5347878.500000 Penalty: 5079.055664
	Iteration 92Q: 3 clusters Score -5347878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1111 members 
Mstep: Class 2 contains 26891 members 
Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -5347878 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1100 members 
Mstep: Class 2 contains 26902 members 
Entering Unmasked Estep 
Score: -5347882.000000 Penalty: 5079.055664
	Iteration 94Q: 3 clusters Score -5347882 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 26914 members 
Entering Unmasked Estep 
Score: -5347887.500000 Penalty: 5079.055664
	Iteration 95Q: 3 clusters Score -5347888 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -5347888 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 26921 members 
Entering Unmasked Estep 
Score: -5347888.500000 Penalty: 5079.055664
	Iteration 97Q: 3 clusters Score -5347888 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 26928 members 
Entering Unmasked Estep 
Score: -5347898.500000 Penalty: 5079.055664
	Iteration 98Q: 3 clusters Score -5347898 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 26935 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -5347896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 26939 members 
Entering Unmasked Estep 
Score: -5347899.500000 Penalty: 5079.055664
	Iteration 100F: 3 clusters Score -5347900 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1061 members 
Mstep: Class 2 contains 26941 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -5347896 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1060 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -5347888.500000 Penalty: 5079.055664
	Iteration 102Q: 3 clusters Score -5347888 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -5347891 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 26944 members 
Entering Unmasked Estep 
Score: -5347891.000000 Penalty: 5079.055664
	Iteration 104F: 3 clusters Score -5347891 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58454 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58454 members 
Entering Unmasked Estep 
Score: -10580261.000000 Penalty: 2722.046875
	Iteration 0F: 2 clusters Score -1.058026e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 29206 members 
Entering Unmasked Estep 
Score: -10541984.000000 Penalty: 5444.093750
	Iteration 0F: 3 clusters Score -1.054198e+07 nChanged 27132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29762 members 
Mstep: Class 2 contains 28692 members 
Entering Unmasked Estep 
Score: -10556982.000000 Penalty: 5444.093750
	Iteration 1F: 3 clusters Score -1.055698e+07 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 28596 members 
Entering Unmasked Estep 
Score: -10557464.000000 Penalty: 5444.093750
	Iteration 2Q: 3 clusters Score -1.055746e+07 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 28417 members 
Entering Unmasked Estep 
Score: -10557876.000000 Penalty: 5444.093750
	Iteration 3Q: 3 clusters Score -1.055788e+07 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30320 members 
Mstep: Class 2 contains 28134 members 
Entering Unmasked Estep 
Score: -10558369.000000 Penalty: 5444.093750
	Iteration 4Q: 3 clusters Score -1.055837e+07 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30669 members 
Mstep: Class 2 contains 27785 members 
Entering Unmasked Estep 
Score: -10558741.000000 Penalty: 5444.093750
	Iteration 5Q: 3 clusters Score -1.055874e+07 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31190 members 
Mstep: Class 2 contains 27264 members 
Entering Unmasked Estep 
Score: -10559122.000000 Penalty: 5444.093750
	Iteration 6Q: 3 clusters Score -1.055912e+07 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31920 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -10559506.000000 Penalty: 5444.093750
	Iteration 7Q: 3 clusters Score -1.055951e+07 nChanged 1712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32914 members 
Mstep: Class 2 contains 25540 members 
Entering Unmasked Estep 
Score: -10559957.000000 Penalty: 5444.093750
	Iteration 8Q: 3 clusters Score -1.055996e+07 nChanged 1841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34251 members 
Mstep: Class 2 contains 24203 members 
Entering Unmasked Estep 
Score: -10560498.000000 Penalty: 5444.093750
	Iteration 9Q: 3 clusters Score -1.05605e+07 nChanged 2192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36121 members 
Mstep: Class 2 contains 22333 members 
Entering Unmasked Estep 
Score: -10561373.000000 Penalty: 5444.093750
	Iteration 10Q: 3 clusters Score -1.056137e+07 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38662 members 
Mstep: Class 2 contains 19792 members 
Entering Unmasked Estep 
Score: -10562646.000000 Penalty: 5444.093750
	Iteration 11Q: 3 clusters Score -1.056265e+07 nChanged 3360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41944 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -10564831.000000 Penalty: 5444.093750
	Iteration 12F: 3 clusters Score -1.056483e+07 nChanged 4059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45957 members 
Mstep: Class 2 contains 12497 members 
Entering Unmasked Estep 
Score: -10567829.000000 Penalty: 5444.093750
	Iteration 13F: 3 clusters Score -1.056783e+07 nChanged 4183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50124 members 
Mstep: Class 2 contains 8330 members 
Entering Unmasked Estep 
Score: -10571385.000000 Penalty: 5444.093750
	Iteration 14F: 3 clusters Score -1.057138e+07 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53675 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -10574464.000000 Penalty: 5444.093750
	Iteration 15F: 3 clusters Score -1.057446e+07 nChanged 2245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55918 members 
Mstep: Class 2 contains 2536 members 
Entering Unmasked Estep 
Score: -10576294.000000 Penalty: 5444.093750
	Iteration 16Q: 3 clusters Score -1.057629e+07 nChanged 1136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57048 members 
Mstep: Class 2 contains 1406 members 
Entering Unmasked Estep 
Score: -10577158.000000 Penalty: 5444.093750
	Iteration 17Q: 3 clusters Score -1.057716e+07 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57549 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -10577539.000000 Penalty: 5444.093750
	Iteration 18Q: 3 clusters Score -1.057754e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57774 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -10577711.000000 Penalty: 5444.093750
	Iteration 19Q: 3 clusters Score -1.057771e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57898 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -10577820.000000 Penalty: 5444.093750
	Iteration 20F: 3 clusters Score -1.057782e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57977 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -10577926.000000 Penalty: 5444.093750
	Iteration 21Q: 3 clusters Score -1.057793e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58009 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -10577958.000000 Penalty: 5444.093750
	Iteration 22Q: 3 clusters Score -1.057796e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58026 members 
Mstep: Class 2 contains 428 members 
Entering Unmasked Estep 
Score: -10577995.000000 Penalty: 5444.093750
	Iteration 23Q: 3 clusters Score -1.0578e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58030 members 
Mstep: Class 2 contains 424 members 
Entering Unmasked Estep 
Score: -10577993.000000 Penalty: 5444.093750
	Iteration 24Q: 3 clusters Score -1.057799e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58035 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -10577995.000000 Penalty: 5444.093750
	Iteration 25Q: 3 clusters Score -1.0578e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58042 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -10578000.000000 Penalty: 5444.093750
	Iteration 26Q: 3 clusters Score -1.0578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58046 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -10578003.000000 Penalty: 5444.093750
	Iteration 27Q: 3 clusters Score -1.0578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10578004.000000 Penalty: 5444.093750
	Iteration 28Q: 3 clusters Score -1.0578e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10578001.000000 Penalty: 5444.093750
	Iteration 29Q: 3 clusters Score -1.0578e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58047 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -10578001.000000 Penalty: 5444.093750
	Iteration 30F: 3 clusters Score -1.0578e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -91341.343750 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -91341.34 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -89879.085938 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -89879.09 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -90088.093750 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -90088.09 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 241 members 
Entering Unmasked Estep 
Score: -90166.617188 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -90166.62 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -90260.523438 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -90260.52 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 247 members 
Entering Unmasked Estep 
Score: -90295.898438 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -90295.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -90334.515625 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -90334.52 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 263 members 
Entering Unmasked Estep 
Score: -90353.093750 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -90353.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -90357.875000 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -90357.88 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -90363.546875 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -90363.55 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -90366.914062 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -90366.91 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 229 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -90371.515625 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -90371.52 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90376.132812 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -90376.13 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -90377.335938 Penalty: 3086.397705
	Iteration 12Q: 3 clusters Score -90377.34 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90385.093750 Penalty: 3086.397705
	Iteration 13Q: 3 clusters Score -90385.09 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -90391.867188 Penalty: 3086.397705
	Iteration 14Q: 3 clusters Score -90391.87 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -90407.867188 Penalty: 3086.397705
	Iteration 15Q: 3 clusters Score -90407.87 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -90417.000000 Penalty: 3086.397705
	Iteration 16Q: 3 clusters Score -90417 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -90444.015625 Penalty: 3086.397705
	Iteration 17Q: 3 clusters Score -90444.02 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90459.601562 Penalty: 3086.397705
	Iteration 18Q: 3 clusters Score -90459.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -90469.070312 Penalty: 3086.397705
	Iteration 19Q: 3 clusters Score -90469.07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -90483.585938 Penalty: 3086.397705
	Iteration 20F: 3 clusters Score -90483.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90488.570312 Penalty: 3086.397705
	Iteration 21Q: 3 clusters Score -90488.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -90493.445312 Penalty: 3086.397705
	Iteration 22Q: 3 clusters Score -90493.45 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -90504.226562 Penalty: 3086.397705
	Iteration 23Q: 3 clusters Score -90504.23 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -90513.046875 Penalty: 3086.397705
	Iteration 24Q: 3 clusters Score -90513.05 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90525.812500 Penalty: 3086.397705
	Iteration 25Q: 3 clusters Score -90525.81 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -90569.750000 Penalty: 3086.397705
	Iteration 26Q: 3 clusters Score -90569.75 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90589.468750 Penalty: 3086.397705
	Iteration 27Q: 3 clusters Score -90589.47 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -90596.554688 Penalty: 3086.397705
	Iteration 28Q: 3 clusters Score -90596.55 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 135 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -90640.062500 Penalty: 3086.397705
	Iteration 29Q: 3 clusters Score -90640.06 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -90669.039062 Penalty: 3086.397705
	Iteration 30Q: 3 clusters Score -90669.04 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -90686.656250 Penalty: 3086.397705
	Iteration 31Q: 3 clusters Score -90686.66 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 114 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -90704.843750 Penalty: 3086.397705
	Iteration 32Q: 3 clusters Score -90704.84 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 109 members 
Mstep: Class 2 contains 395 members 
Entering Unmasked Estep 
Score: -90722.125000 Penalty: 3086.397705
	Iteration 33Q: 3 clusters Score -90722.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 106 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -90731.820312 Penalty: 3086.397705
	Iteration 34Q: 3 clusters Score -90731.82 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 104 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -90735.531250 Penalty: 3086.397705
	Iteration 35Q: 3 clusters Score -90735.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90737.945312 Penalty: 3086.397705
	Iteration 36Q: 3 clusters Score -90737.95 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 401 members 
Entering Unmasked Estep 
Score: -90737.945312 Penalty: 3086.397705
	Iteration 37F: 3 clusters Score -90737.95 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (18383 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18383 members 
Entering Unmasked Estep 
Score: -3676620.750000 Penalty: 2435.156982
	Iteration 0F: 2 clusters Score -3676621 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9197 members 
Mstep: Class 2 contains 9186 members 
Entering Unmasked Estep 
Score: -3663560.750000 Penalty: 4870.313965
	Iteration 0F: 3 clusters Score -3663561 nChanged 8068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9447 members 
Mstep: Class 2 contains 8936 members 
Entering Unmasked Estep 
Score: -3667959.750000 Penalty: 4870.313965
	Iteration 1F: 3 clusters Score -3667960 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9559 members 
Mstep: Class 2 contains 8824 members 
Entering Unmasked Estep 
Score: -3668325.250000 Penalty: 4870.313965
	Iteration 2F: 3 clusters Score -3668325 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9701 members 
Mstep: Class 2 contains 8682 members 
Entering Unmasked Estep 
Score: -3668586.500000 Penalty: 4870.313965
	Iteration 3Q: 3 clusters Score -3668586 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9930 members 
Mstep: Class 2 contains 8453 members 
Entering Unmasked Estep 
Score: -3668842.500000 Penalty: 4870.313965
	Iteration 4Q: 3 clusters Score -3668842 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 8147 members 
Entering Unmasked Estep 
Score: -3669111.000000 Penalty: 4870.313965
	Iteration 5Q: 3 clusters Score -3669111 nChanged 700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3669412.750000 Penalty: 4870.313965
	Iteration 6Q: 3 clusters Score -3669413 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11076 members 
Mstep: Class 2 contains 7307 members 
Entering Unmasked Estep 
Score: -3669769.500000 Penalty: 4870.313965
	Iteration 7Q: 3 clusters Score -3669770 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 6769 members 
Entering Unmasked Estep 
Score: -3670179.250000 Penalty: 4870.313965
	Iteration 8Q: 3 clusters Score -3670179 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12217 members 
Mstep: Class 2 contains 6166 members 
Entering Unmasked Estep 
Score: -3670646.000000 Penalty: 4870.313965
	Iteration 9Q: 3 clusters Score -3670646 nChanged 932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12917 members 
Mstep: Class 2 contains 5466 members 
Entering Unmasked Estep 
Score: -3671328.500000 Penalty: 4870.313965
	Iteration 10F: 3 clusters Score -3671328 nChanged 934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13601 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -3672097.500000 Penalty: 4870.313965
	Iteration 11F: 3 clusters Score -3672098 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14216 members 
Mstep: Class 2 contains 4167 members 
Entering Unmasked Estep 
Score: -3672974.000000 Penalty: 4870.313965
	Iteration 12Q: 3 clusters Score -3672974 nChanged 707
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14619 members 
Mstep: Class 2 contains 3764 members 
Entering Unmasked Estep 
Score: -3673695.250000 Penalty: 4870.313965
	Iteration 13Q: 3 clusters Score -3673695 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14884 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -3674147.750000 Penalty: 4870.313965
	Iteration 14Q: 3 clusters Score -3674148 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 3339 members 
Entering Unmasked Estep 
Score: -3674398.500000 Penalty: 4870.313965
	Iteration 15Q: 3 clusters Score -3674398 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15158 members 
Mstep: Class 2 contains 3225 members 
Entering Unmasked Estep 
Score: -3674509.250000 Penalty: 4870.313965
	Iteration 16Q: 3 clusters Score -3674509 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15236 members 
Mstep: Class 2 contains 3147 members 
Entering Unmasked Estep 
Score: -3674568.000000 Penalty: 4870.313965
	Iteration 17Q: 3 clusters Score -3674568 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15295 members 
Mstep: Class 2 contains 3088 members 
Entering Unmasked Estep 
Score: -3674590.000000 Penalty: 4870.313965
	Iteration 18Q: 3 clusters Score -3674590 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15337 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -3674608.750000 Penalty: 4870.313965
	Iteration 19Q: 3 clusters Score -3674609 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15368 members 
Mstep: Class 2 contains 3015 members 
Entering Unmasked Estep 
Score: -3674628.250000 Penalty: 4870.313965
	Iteration 20F: 3 clusters Score -3674628 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15396 members 
Mstep: Class 2 contains 2987 members 
Entering Unmasked Estep 
Score: -3674633.500000 Penalty: 4870.313965
	Iteration 21Q: 3 clusters Score -3674634 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15413 members 
Mstep: Class 2 contains 2970 members 
Entering Unmasked Estep 
Score: -3674636.000000 Penalty: 4870.313965
	Iteration 22Q: 3 clusters Score -3674636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15432 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -3674646.500000 Penalty: 4870.313965
	Iteration 23Q: 3 clusters Score -3674646 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15450 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -3674651.250000 Penalty: 4870.313965
	Iteration 24Q: 3 clusters Score -3674651 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15467 members 
Mstep: Class 2 contains 2916 members 
Entering Unmasked Estep 
Score: -3674656.000000 Penalty: 4870.313965
	Iteration 25Q: 3 clusters Score -3674656 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15486 members 
Mstep: Class 2 contains 2897 members 
Entering Unmasked Estep 
Score: -3674656.750000 Penalty: 4870.313965
	Iteration 26Q: 3 clusters Score -3674657 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15501 members 
Mstep: Class 2 contains 2882 members 
Entering Unmasked Estep 
Score: -3674657.500000 Penalty: 4870.313965
	Iteration 27Q: 3 clusters Score -3674658 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15513 members 
Mstep: Class 2 contains 2870 members 
Entering Unmasked Estep 
Score: -3674658.750000 Penalty: 4870.313965
	Iteration 28Q: 3 clusters Score -3674659 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15522 members 
Mstep: Class 2 contains 2861 members 
Entering Unmasked Estep 
Score: -3674658.250000 Penalty: 4870.313965
	Iteration 29Q: 3 clusters Score -3674658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15528 members 
Mstep: Class 2 contains 2855 members 
Entering Unmasked Estep 
Score: -3674661.500000 Penalty: 4870.313965
	Iteration 30Q: 3 clusters Score -3674662 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15531 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -3674668.250000 Penalty: 4870.313965
	Iteration 31Q: 3 clusters Score -3674668 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15537 members 
Mstep: Class 2 contains 2846 members 
Entering Unmasked Estep 
Score: -3674672.000000 Penalty: 4870.313965
	Iteration 32Q: 3 clusters Score -3674672 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15543 members 
Mstep: Class 2 contains 2840 members 
Entering Unmasked Estep 
Score: -3674669.500000 Penalty: 4870.313965
	Iteration 33Q: 3 clusters Score -3674670 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15547 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -3674670.500000 Penalty: 4870.313965
	Iteration 34Q: 3 clusters Score -3674670 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15550 members 
Mstep: Class 2 contains 2833 members 
Entering Unmasked Estep 
Score: -3674669.250000 Penalty: 4870.313965
	Iteration 35Q: 3 clusters Score -3674669 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15555 members 
Mstep: Class 2 contains 2828 members 
Entering Unmasked Estep 
Score: -3674664.750000 Penalty: 4870.313965
	Iteration 36Q: 3 clusters Score -3674665 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 2823 members 
Entering Unmasked Estep 
Score: -3674668.750000 Penalty: 4870.313965
	Iteration 37Q: 3 clusters Score -3674669 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15569 members 
Mstep: Class 2 contains 2814 members 
Entering Unmasked Estep 
Score: -3674670.500000 Penalty: 4870.313965
	Iteration 38Q: 3 clusters Score -3674670 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15575 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -3674669.000000 Penalty: 4870.313965
	Iteration 39Q: 3 clusters Score -3674669 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15578 members 
Mstep: Class 2 contains 2805 members 
Entering Unmasked Estep 
Score: -3674670.000000 Penalty: 4870.313965
	Iteration 40F: 3 clusters Score -3674670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15579 members 
Mstep: Class 2 contains 2804 members 
Entering Unmasked Estep 
Score: -3674669.250000 Penalty: 4870.313965
	Iteration 41Q: 3 clusters Score -3674669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15581 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -3674669.000000 Penalty: 4870.313965
	Iteration 42Q: 3 clusters Score -3674669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -3674666.250000 Penalty: 4870.313965
	Iteration 43Q: 3 clusters Score -3674666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15585 members 
Mstep: Class 2 contains 2798 members 
Entering Unmasked Estep 
Score: -3674666.000000 Penalty: 4870.313965
	Iteration 44Q: 3 clusters Score -3674666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15587 members 
Mstep: Class 2 contains 2796 members 
Entering Unmasked Estep 
Score: -3674664.000000 Penalty: 4870.313965
	Iteration 45Q: 3 clusters Score -3674664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 2794 members 
Entering Unmasked Estep 
Score: -3674664.500000 Penalty: 4870.313965
	Iteration 46Q: 3 clusters Score -3674664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15591 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -3674668.500000 Penalty: 4870.313965
	Iteration 47Q: 3 clusters Score -3674668 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15594 members 
Mstep: Class 2 contains 2789 members 
Entering Unmasked Estep 
Score: -3674670.500000 Penalty: 4870.313965
	Iteration 48Q: 3 clusters Score -3674670 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15595 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -3674667.000000 Penalty: 4870.313965
	Iteration 49Q: 3 clusters Score -3674667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15596 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -3674671.000000 Penalty: 4870.313965
	Iteration 50Q: 3 clusters Score -3674671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15597 members 
Mstep: Class 2 contains 2786 members 
Entering Unmasked Estep 
Score: -3674670.750000 Penalty: 4870.313965
	Iteration 51Q: 3 clusters Score -3674671 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3674667.000000 Penalty: 4870.313965
	Iteration 52Q: 3 clusters Score -3674667 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15598 members 
Mstep: Class 2 contains 2785 members 
Entering Unmasked Estep 
Score: -3674667.000000 Penalty: 4870.313965
	Iteration 53F: 3 clusters Score -3674667 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9325 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9325 members 
Entering Unmasked Estep 
Score: -1771374.875000 Penalty: 2266.832764
	Iteration 0F: 2 clusters Score -1771375 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -1764145.875000 Penalty: 4533.665527
	Iteration 0F: 3 clusters Score -1764146 nChanged 3817
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 4993 members 
Entering Unmasked Estep 
Score: -1766221.000000 Penalty: 4533.665527
	Iteration 1F: 3 clusters Score -1766221 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 5177 members 
Entering Unmasked Estep 
Score: -1766512.625000 Penalty: 4533.665527
	Iteration 2F: 3 clusters Score -1766513 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3979 members 
Mstep: Class 2 contains 5346 members 
Entering Unmasked Estep 
Score: -1766696.250000 Penalty: 4533.665527
	Iteration 3Q: 3 clusters Score -1766696 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3821 members 
Mstep: Class 2 contains 5504 members 
Entering Unmasked Estep 
Score: -1766838.375000 Penalty: 4533.665527
	Iteration 4Q: 3 clusters Score -1766838 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -1766960.750000 Penalty: 4533.665527
	Iteration 5Q: 3 clusters Score -1766961 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 5919 members 
Entering Unmasked Estep 
Score: -1767092.000000 Penalty: 4533.665527
	Iteration 6Q: 3 clusters Score -1767092 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 6177 members 
Entering Unmasked Estep 
Score: -1767231.000000 Penalty: 4533.665527
	Iteration 7Q: 3 clusters Score -1767231 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2868 members 
Mstep: Class 2 contains 6457 members 
Entering Unmasked Estep 
Score: -1767402.875000 Penalty: 4533.665527
	Iteration 8Q: 3 clusters Score -1767403 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2568 members 
Mstep: Class 2 contains 6757 members 
Entering Unmasked Estep 
Score: -1767585.500000 Penalty: 4533.665527
	Iteration 9Q: 3 clusters Score -1767586 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2256 members 
Mstep: Class 2 contains 7069 members 
Entering Unmasked Estep 
Score: -1767790.500000 Penalty: 4533.665527
	Iteration 10Q: 3 clusters Score -1767790 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 7406 members 
Entering Unmasked Estep 
Score: -1768021.250000 Penalty: 4533.665527
	Iteration 11Q: 3 clusters Score -1768021 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 7713 members 
Entering Unmasked Estep 
Score: -1768250.375000 Penalty: 4533.665527
	Iteration 12Q: 3 clusters Score -1768250 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 7977 members 
Entering Unmasked Estep 
Score: -1768463.125000 Penalty: 4533.665527
	Iteration 13Q: 3 clusters Score -1768463 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 8195 members 
Entering Unmasked Estep 
Score: -1768637.875000 Penalty: 4533.665527
	Iteration 14Q: 3 clusters Score -1768638 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 8391 members 
Entering Unmasked Estep 
Score: -1768805.875000 Penalty: 4533.665527
	Iteration 15Q: 3 clusters Score -1768806 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -1768943.375000 Penalty: 4533.665527
	Iteration 16Q: 3 clusters Score -1768943 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 662 members 
Mstep: Class 2 contains 8663 members 
Entering Unmasked Estep 
Score: -1769068.125000 Penalty: 4533.665527
	Iteration 17Q: 3 clusters Score -1769068 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 8758 members 
Entering Unmasked Estep 
Score: -1769159.375000 Penalty: 4533.665527
	Iteration 18Q: 3 clusters Score -1769159 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 8816 members 
Entering Unmasked Estep 
Score: -1769223.500000 Penalty: 4533.665527
	Iteration 19Q: 3 clusters Score -1769224 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 8860 members 
Entering Unmasked Estep 
Score: -1769269.625000 Penalty: 4533.665527
	Iteration 20F: 3 clusters Score -1769270 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 8890 members 
Entering Unmasked Estep 
Score: -1769313.500000 Penalty: 4533.665527
	Iteration 21Q: 3 clusters Score -1769314 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 8914 members 
Entering Unmasked Estep 
Score: -1769339.625000 Penalty: 4533.665527
	Iteration 22Q: 3 clusters Score -1769340 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 8932 members 
Entering Unmasked Estep 
Score: -1769357.250000 Penalty: 4533.665527
	Iteration 23Q: 3 clusters Score -1769357 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -1769385.875000 Penalty: 4533.665527
	Iteration 24Q: 3 clusters Score -1769386 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 8964 members 
Entering Unmasked Estep 
Score: -1769399.625000 Penalty: 4533.665527
	Iteration 25Q: 3 clusters Score -1769400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 8976 members 
Entering Unmasked Estep 
Score: -1769414.375000 Penalty: 4533.665527
	Iteration 26Q: 3 clusters Score -1769414 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 8982 members 
Entering Unmasked Estep 
Score: -1769419.375000 Penalty: 4533.665527
	Iteration 27Q: 3 clusters Score -1769419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 8985 members 
Entering Unmasked Estep 
Score: -1769420.500000 Penalty: 4533.665527
	Iteration 28Q: 3 clusters Score -1769420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1769422.625000 Penalty: 4533.665527
	Iteration 29Q: 3 clusters Score -1769423 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 8988 members 
Entering Unmasked Estep 
Score: -1769422.625000 Penalty: 4533.665527
	Iteration 30F: 3 clusters Score -1769423 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -180469.625000 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -180469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -178571.218750 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -178571.2 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -179059.046875 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -179059 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -179293.015625 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -179293 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -179535.234375 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -179535.2 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -179709.609375 Penalty: 3474.871338
	Iteration 4F: 3 clusters Score -179709.6 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -179876.765625 Penalty: 3474.871338
	Iteration 5F: 3 clusters Score -179876.8 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -179987.906250 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -179987.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -180055.984375 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -180056 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -180089.265625 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -180089.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -180106.875000 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -180106.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -180111.281250 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -180111.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -180126.718750 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -180126.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -180135.546875 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -180135.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 865 members 
Entering Unmasked Estep 
Score: -180140.328125 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -180140.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -180146.671875 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -180146.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -180156.562500 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -180156.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -180164.796875 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -180164.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -180170.625000 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -180170.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 852 members 
Entering Unmasked Estep 
Score: -180180.156250 Penalty: 3474.871338
	Iteration 18Q: 3 clusters Score -180180.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -180190.718750 Penalty: 3474.871338
	Iteration 19Q: 3 clusters Score -180190.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -180198.531250 Penalty: 3474.871338
	Iteration 20F: 3 clusters Score -180198.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -180200.968750 Penalty: 3474.871338
	Iteration 21Q: 3 clusters Score -180201 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -180200.968750 Penalty: 3474.871338
	Iteration 22F: 3 clusters Score -180201 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (44000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44000 members 
Entering Unmasked Estep 
Score: -8275531.500000 Penalty: 2651.602295
	Iteration 0F: 2 clusters Score -8275532 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -8246750.500000 Penalty: 5303.204590
	Iteration 0F: 3 clusters Score -8246750 nChanged 20331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20815 members 
Mstep: Class 2 contains 23185 members 
Entering Unmasked Estep 
Score: -8258013.000000 Penalty: 5303.204590
	Iteration 1F: 3 clusters Score -8258013 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20167 members 
Mstep: Class 2 contains 23833 members 
Entering Unmasked Estep 
Score: -8258504.500000 Penalty: 5303.204590
	Iteration 2Q: 3 clusters Score -8258504 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19297 members 
Mstep: Class 2 contains 24703 members 
Entering Unmasked Estep 
Score: -8259007.500000 Penalty: 5303.204590
	Iteration 3Q: 3 clusters Score -8259008 nChanged 1786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18029 members 
Mstep: Class 2 contains 25971 members 
Entering Unmasked Estep 
Score: -8259658.000000 Penalty: 5303.204590
	Iteration 4Q: 3 clusters Score -8259658 nChanged 1973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16346 members 
Mstep: Class 2 contains 27654 members 
Entering Unmasked Estep 
Score: -8260458.500000 Penalty: 5303.204590
	Iteration 5Q: 3 clusters Score -8260458 nChanged 2340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14148 members 
Mstep: Class 2 contains 29852 members 
Entering Unmasked Estep 
Score: -8261753.000000 Penalty: 5303.204590
	Iteration 6F: 3 clusters Score -8261753 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11368 members 
Mstep: Class 2 contains 32632 members 
Entering Unmasked Estep 
Score: -8263656.500000 Penalty: 5303.204590
	Iteration 7F: 3 clusters Score -8263656 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8133 members 
Mstep: Class 2 contains 35867 members 
Entering Unmasked Estep 
Score: -8266230.500000 Penalty: 5303.204590
	Iteration 8F: 3 clusters Score -8266230 nChanged 3134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 38991 members 
Entering Unmasked Estep 
Score: -8268965.000000 Penalty: 5303.204590
	Iteration 9F: 3 clusters Score -8268965 nChanged 2395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2616 members 
Mstep: Class 2 contains 41384 members 
Entering Unmasked Estep 
Score: -8271142.000000 Penalty: 5303.204590
	Iteration 10F: 3 clusters Score -8271142 nChanged 1312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1306 members 
Mstep: Class 2 contains 42694 members 
Entering Unmasked Estep 
Score: -8272254.000000 Penalty: 5303.204590
	Iteration 11Q: 3 clusters Score -8272254 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -8272714.000000 Penalty: 5303.204590
	Iteration 12Q: 3 clusters Score -8272714 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 43490 members 
Entering Unmasked Estep 
Score: -8272946.500000 Penalty: 5303.204590
	Iteration 13Q: 3 clusters Score -8272946 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 43582 members 
Entering Unmasked Estep 
Score: -8273072.000000 Penalty: 5303.204590
	Iteration 14Q: 3 clusters Score -8273072 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -8273140.500000 Penalty: 5303.204590
	Iteration 15Q: 3 clusters Score -8273140 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -8273185.500000 Penalty: 5303.204590
	Iteration 16Q: 3 clusters Score -8273186 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 43692 members 
Entering Unmasked Estep 
Score: -8273214.000000 Penalty: 5303.204590
	Iteration 17Q: 3 clusters Score -8273214 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 43697 members 
Entering Unmasked Estep 
Score: -8273228.000000 Penalty: 5303.204590
	Iteration 18Q: 3 clusters Score -8273228 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 43701 members 
Entering Unmasked Estep 
Score: -8273241.000000 Penalty: 5303.204590
	Iteration 19Q: 3 clusters Score -8273241 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 43706 members 
Entering Unmasked Estep 
Score: -8273250.000000 Penalty: 5303.204590
	Iteration 20F: 3 clusters Score -8273250 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 43709 members 
Entering Unmasked Estep 
Score: -8273266.000000 Penalty: 5303.204590
	Iteration 21Q: 3 clusters Score -8273266 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 43715 members 
Entering Unmasked Estep 
Score: -8273269.000000 Penalty: 5303.204590
	Iteration 22Q: 3 clusters Score -8273269 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 43720 members 
Entering Unmasked Estep 
Score: -8273279.000000 Penalty: 5303.204590
	Iteration 23Q: 3 clusters Score -8273279 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 43722 members 
Entering Unmasked Estep 
Score: -8273280.500000 Penalty: 5303.204590
	Iteration 24Q: 3 clusters Score -8273280 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 43725 members 
Entering Unmasked Estep 
Score: -8273286.500000 Penalty: 5303.204590
	Iteration 25Q: 3 clusters Score -8273286 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -8273285.500000 Penalty: 5303.204590
	Iteration 26Q: 3 clusters Score -8273286 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 43726 members 
Entering Unmasked Estep 
Score: -8273285.500000 Penalty: 5303.204590
	Iteration 27F: 3 clusters Score -8273286 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5582 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5582 members 
Entering Unmasked Estep 
Score: -999329.187500 Penalty: 2139.571045
	Iteration 0F: 2 clusters Score -999329.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2781 members 
Mstep: Class 2 contains 2801 members 
Entering Unmasked Estep 
Score: -994478.437500 Penalty: 4279.142090
	Iteration 0F: 3 clusters Score -994478.4 nChanged 2167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -995772.937500 Penalty: 4279.142090
	Iteration 1F: 3 clusters Score -995772.9 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2829 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -996087.125000 Penalty: 4279.142090
	Iteration 2F: 3 clusters Score -996087.1 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2884 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -996323.750000 Penalty: 4279.142090
	Iteration 3F: 3 clusters Score -996323.8 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 2636 members 
Entering Unmasked Estep 
Score: -996513.812500 Penalty: 4279.142090
	Iteration 4F: 3 clusters Score -996513.8 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 2563 members 
Entering Unmasked Estep 
Score: -996697.000000 Penalty: 4279.142090
	Iteration 5Q: 3 clusters Score -996697 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3067 members 
Mstep: Class 2 contains 2515 members 
Entering Unmasked Estep 
Score: -996861.812500 Penalty: 4279.142090
	Iteration 6Q: 3 clusters Score -996861.8 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3118 members 
Mstep: Class 2 contains 2464 members 
Entering Unmasked Estep 
Score: -997014.750000 Penalty: 4279.142090
	Iteration 7Q: 3 clusters Score -997014.8 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 2424 members 
Entering Unmasked Estep 
Score: -997170.937500 Penalty: 4279.142090
	Iteration 8Q: 3 clusters Score -997170.9 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 2403 members 
Entering Unmasked Estep 
Score: -997281.562500 Penalty: 4279.142090
	Iteration 9Q: 3 clusters Score -997281.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3184 members 
Mstep: Class 2 contains 2398 members 
Entering Unmasked Estep 
Score: -997360.250000 Penalty: 4279.142090
	Iteration 10Q: 3 clusters Score -997360.2 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3186 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -997425.812500 Penalty: 4279.142090
	Iteration 11Q: 3 clusters Score -997425.8 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -997464.812500 Penalty: 4279.142090
	Iteration 12Q: 3 clusters Score -997464.8 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3144 members 
Mstep: Class 2 contains 2438 members 
Entering Unmasked Estep 
Score: -997492.250000 Penalty: 4279.142090
	Iteration 13Q: 3 clusters Score -997492.2 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2457 members 
Entering Unmasked Estep 
Score: -997511.187500 Penalty: 4279.142090
	Iteration 14Q: 3 clusters Score -997511.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3111 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -997527.812500 Penalty: 4279.142090
	Iteration 15Q: 3 clusters Score -997527.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3095 members 
Mstep: Class 2 contains 2487 members 
Entering Unmasked Estep 
Score: -997547.062500 Penalty: 4279.142090
	Iteration 16Q: 3 clusters Score -997547.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3082 members 
Mstep: Class 2 contains 2500 members 
Entering Unmasked Estep 
Score: -997565.000000 Penalty: 4279.142090
	Iteration 17Q: 3 clusters Score -997565 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 2510 members 
Entering Unmasked Estep 
Score: -997582.000000 Penalty: 4279.142090
	Iteration 18Q: 3 clusters Score -997582 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -997602.625000 Penalty: 4279.142090
	Iteration 19Q: 3 clusters Score -997602.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 2534 members 
Entering Unmasked Estep 
Score: -997611.750000 Penalty: 4279.142090
	Iteration 20F: 3 clusters Score -997611.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -997622.500000 Penalty: 4279.142090
	Iteration 21Q: 3 clusters Score -997622.5 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3014 members 
Mstep: Class 2 contains 2568 members 
Entering Unmasked Estep 
Score: -997630.187500 Penalty: 4279.142090
	Iteration 22Q: 3 clusters Score -997630.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2994 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -997639.812500 Penalty: 4279.142090
	Iteration 23Q: 3 clusters Score -997639.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2598 members 
Entering Unmasked Estep 
Score: -997647.250000 Penalty: 4279.142090
	Iteration 24Q: 3 clusters Score -997647.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -997649.062500 Penalty: 4279.142090
	Iteration 25Q: 3 clusters Score -997649.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -997655.000000 Penalty: 4279.142090
	Iteration 26Q: 3 clusters Score -997655 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 2617 members 
Entering Unmasked Estep 
Score: -997656.812500 Penalty: 4279.142090
	Iteration 27Q: 3 clusters Score -997656.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2957 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -997656.437500 Penalty: 4279.142090
	Iteration 28Q: 3 clusters Score -997656.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -997659.187500 Penalty: 4279.142090
	Iteration 29Q: 3 clusters Score -997659.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2943 members 
Mstep: Class 2 contains 2639 members 
Entering Unmasked Estep 
Score: -997660.250000 Penalty: 4279.142090
	Iteration 30Q: 3 clusters Score -997660.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2934 members 
Mstep: Class 2 contains 2648 members 
Entering Unmasked Estep 
Score: -997663.625000 Penalty: 4279.142090
	Iteration 31Q: 3 clusters Score -997663.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -997667.312500 Penalty: 4279.142090
	Iteration 32Q: 3 clusters Score -997667.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 2657 members 
Entering Unmasked Estep 
Score: -997668.250000 Penalty: 4279.142090
	Iteration 33Q: 3 clusters Score -997668.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2919 members 
Mstep: Class 2 contains 2663 members 
Entering Unmasked Estep 
Score: -997672.875000 Penalty: 4279.142090
	Iteration 34Q: 3 clusters Score -997672.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -997673.750000 Penalty: 4279.142090
	Iteration 35Q: 3 clusters Score -997673.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2913 members 
Mstep: Class 2 contains 2669 members 
Entering Unmasked Estep 
Score: -997676.500000 Penalty: 4279.142090
	Iteration 36Q: 3 clusters Score -997676.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2910 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -997678.000000 Penalty: 4279.142090
	Iteration 37Q: 3 clusters Score -997678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -997677.437500 Penalty: 4279.142090
	Iteration 38Q: 3 clusters Score -997677.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2908 members 
Mstep: Class 2 contains 2674 members 
Entering Unmasked Estep 
Score: -997677.437500 Penalty: 4279.142090
	Iteration 39F: 3 clusters Score -997677.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5992 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5992 members 
Entering Unmasked Estep 
Score: -1049168.375000 Penalty: 2157.148682
	Iteration 0F: 2 clusters Score -1049168 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3012 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -1044108.062500 Penalty: 4314.297363
	Iteration 0F: 3 clusters Score -1044108 nChanged 2337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3049 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -1045674.062500 Penalty: 4314.297363
	Iteration 1F: 3 clusters Score -1045674 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3063 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -1045998.375000 Penalty: 4314.297363
	Iteration 2F: 3 clusters Score -1045998 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3088 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -1046219.750000 Penalty: 4314.297363
	Iteration 3F: 3 clusters Score -1046220 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3114 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1046401.812500 Penalty: 4314.297363
	Iteration 4Q: 3 clusters Score -1046402 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3147 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -1046553.875000 Penalty: 4314.297363
	Iteration 5Q: 3 clusters Score -1046554 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -1046684.437500 Penalty: 4314.297363
	Iteration 6Q: 3 clusters Score -1046684 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 2777 members 
Entering Unmasked Estep 
Score: -1046801.500000 Penalty: 4314.297363
	Iteration 7Q: 3 clusters Score -1046802 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3257 members 
Mstep: Class 2 contains 2735 members 
Entering Unmasked Estep 
Score: -1046923.187500 Penalty: 4314.297363
	Iteration 8Q: 3 clusters Score -1046923 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1047041.750000 Penalty: 4314.297363
	Iteration 9Q: 3 clusters Score -1047042 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1047138.000000 Penalty: 4314.297363
	Iteration 10Q: 3 clusters Score -1047138 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 2492 members 
Entering Unmasked Estep 
Score: -1047223.625000 Penalty: 4314.297363
	Iteration 11Q: 3 clusters Score -1047224 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 2394 members 
Entering Unmasked Estep 
Score: -1047293.375000 Penalty: 4314.297363
	Iteration 12Q: 3 clusters Score -1047293 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3684 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -1047358.937500 Penalty: 4314.297363
	Iteration 13Q: 3 clusters Score -1047359 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -1047417.875000 Penalty: 4314.297363
	Iteration 14Q: 3 clusters Score -1047418 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3875 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -1047477.375000 Penalty: 4314.297363
	Iteration 15Q: 3 clusters Score -1047477 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -1047544.312500 Penalty: 4314.297363
	Iteration 16Q: 3 clusters Score -1047544 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1917 members 
Entering Unmasked Estep 
Score: -1047621.187500 Penalty: 4314.297363
	Iteration 17Q: 3 clusters Score -1047621 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 1826 members 
Entering Unmasked Estep 
Score: -1047693.750000 Penalty: 4314.297363
	Iteration 18Q: 3 clusters Score -1047694 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -1047768.500000 Penalty: 4314.297363
	Iteration 19Q: 3 clusters Score -1047768 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 1654 members 
Entering Unmasked Estep 
Score: -1047841.875000 Penalty: 4314.297363
	Iteration 20F: 3 clusters Score -1047842 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 1575 members 
Entering Unmasked Estep 
Score: -1047915.750000 Penalty: 4314.297363
	Iteration 21Q: 3 clusters Score -1047916 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4490 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -1047988.750000 Penalty: 4314.297363
	Iteration 22Q: 3 clusters Score -1047989 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1418 members 
Entering Unmasked Estep 
Score: -1048070.500000 Penalty: 4314.297363
	Iteration 23Q: 3 clusters Score -1048070 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4651 members 
Mstep: Class 2 contains 1341 members 
Entering Unmasked Estep 
Score: -1048142.750000 Penalty: 4314.297363
	Iteration 24Q: 3 clusters Score -1048143 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4708 members 
Mstep: Class 2 contains 1284 members 
Entering Unmasked Estep 
Score: -1048216.750000 Penalty: 4314.297363
	Iteration 25Q: 3 clusters Score -1048217 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4752 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1048286.875000 Penalty: 4314.297363
	Iteration 26Q: 3 clusters Score -1048287 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -1048323.437500 Penalty: 4314.297363
	Iteration 27Q: 3 clusters Score -1048323 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4807 members 
Mstep: Class 2 contains 1185 members 
Entering Unmasked Estep 
Score: -1048349.562500 Penalty: 4314.297363
	Iteration 28Q: 3 clusters Score -1048350 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4834 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -1048378.187500 Penalty: 4314.297363
	Iteration 29Q: 3 clusters Score -1048378 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4849 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -1048393.562500 Penalty: 4314.297363
	Iteration 30Q: 3 clusters Score -1048394 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4866 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1048414.312500 Penalty: 4314.297363
	Iteration 31Q: 3 clusters Score -1048414 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4874 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -1048429.125000 Penalty: 4314.297363
	Iteration 32Q: 3 clusters Score -1048429 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1048443.125000 Penalty: 4314.297363
	Iteration 33Q: 3 clusters Score -1048443 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1048457.000000 Penalty: 4314.297363
	Iteration 34Q: 3 clusters Score -1048457 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 1096 members 
Entering Unmasked Estep 
Score: -1048480.937500 Penalty: 4314.297363
	Iteration 35Q: 3 clusters Score -1048481 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4903 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -1048495.250000 Penalty: 4314.297363
	Iteration 36Q: 3 clusters Score -1048495 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4904 members 
Mstep: Class 2 contains 1088 members 
Entering Unmasked Estep 
Score: -1048507.812500 Penalty: 4314.297363
	Iteration 37Q: 3 clusters Score -1048508 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1048516.312500 Penalty: 4314.297363
	Iteration 38Q: 3 clusters Score -1048516 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1048520.250000 Penalty: 4314.297363
	Iteration 39Q: 3 clusters Score -1048520 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4910 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1048530.875000 Penalty: 4314.297363
	Iteration 40F: 3 clusters Score -1048531 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4907 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -1048544.000000 Penalty: 4314.297363
	Iteration 41Q: 3 clusters Score -1048544 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4908 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -1048564.687500 Penalty: 4314.297363
	Iteration 42Q: 3 clusters Score -1048565 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4905 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -1048574.000000 Penalty: 4314.297363
	Iteration 43Q: 3 clusters Score -1048574 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4902 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -1048586.500000 Penalty: 4314.297363
	Iteration 44Q: 3 clusters Score -1048586 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4897 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -1048600.250000 Penalty: 4314.297363
	Iteration 45Q: 3 clusters Score -1048600 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4898 members 
Mstep: Class 2 contains 1094 members 
Entering Unmasked Estep 
Score: -1048629.375000 Penalty: 4314.297363
	Iteration 46Q: 3 clusters Score -1048629 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -1048647.125000 Penalty: 4314.297363
	Iteration 47Q: 3 clusters Score -1048647 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4887 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -1048671.750000 Penalty: 4314.297363
	Iteration 48Q: 3 clusters Score -1048672 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4879 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -1048690.625000 Penalty: 4314.297363
	Iteration 49Q: 3 clusters Score -1048691 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4875 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -1048708.125000 Penalty: 4314.297363
	Iteration 50Q: 3 clusters Score -1048708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4868 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -1048728.750000 Penalty: 4314.297363
	Iteration 51Q: 3 clusters Score -1048729 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4856 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -1048750.875000 Penalty: 4314.297363
	Iteration 52Q: 3 clusters Score -1048751 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4851 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -1048759.875000 Penalty: 4314.297363
	Iteration 53Q: 3 clusters Score -1048760 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4848 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -1048764.750000 Penalty: 4314.297363
	Iteration 54Q: 3 clusters Score -1048765 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4845 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -1048769.875000 Penalty: 4314.297363
	Iteration 55Q: 3 clusters Score -1048770 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4843 members 
Mstep: Class 2 contains 1149 members 
Entering Unmasked Estep 
Score: -1048772.125000 Penalty: 4314.297363
	Iteration 56Q: 3 clusters Score -1048772 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4836 members 
Mstep: Class 2 contains 1156 members 
Entering Unmasked Estep 
Score: -1048777.375000 Penalty: 4314.297363
	Iteration 57Q: 3 clusters Score -1048777 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4832 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -1048779.125000 Penalty: 4314.297363
	Iteration 58Q: 3 clusters Score -1048779 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4828 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -1048783.125000 Penalty: 4314.297363
	Iteration 59Q: 3 clusters Score -1048783 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4827 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -1048786.875000 Penalty: 4314.297363
	Iteration 60F: 3 clusters Score -1048787 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4826 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1048786.750000 Penalty: 4314.297363
	Iteration 61Q: 3 clusters Score -1048787 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -1048787.625000 Penalty: 4314.297363
	Iteration 62Q: 3 clusters Score -1048788 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1048788.375000 Penalty: 4314.297363
	Iteration 63Q: 3 clusters Score -1048788 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4823 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1048788.375000 Penalty: 4314.297363
	Iteration 64F: 3 clusters Score -1048788 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -25563.052734 Penalty: 1295.985107
	Iteration 0F: 2 clusters Score -25563.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 85 members 
Mstep: Class 2 contains 101 members 
Entering Unmasked Estep 
Score: -24831.798828 Penalty: 2591.970215
	Iteration 0F: 3 clusters Score -24831.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 124 members 
Entering Unmasked Estep 
Score: -25035.703125 Penalty: 2591.970215
	Iteration 1F: 3 clusters Score -25035.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53 members 
Mstep: Class 2 contains 133 members 
Entering Unmasked Estep 
Score: -25140.353516 Penalty: 2591.970215
	Iteration 2F: 3 clusters Score -25140.35 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -25172.449219 Penalty: 2591.970215
	Iteration 3Q: 3 clusters Score -25172.45 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25185.962891 Penalty: 2591.970215
	Iteration 4Q: 3 clusters Score -25185.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -25185.962891 Penalty: 2591.970215
	Iteration 5F: 3 clusters Score -25185.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28978 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28978 members 
Entering Unmasked Estep 
Score: -5531260.000000 Penalty: 2548.024414
	Iteration 0F: 2 clusters Score -5531260 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14525 members 
Mstep: Class 2 contains 14453 members 
Entering Unmasked Estep 
Score: -5511371.000000 Penalty: 5096.048828
	Iteration 0F: 3 clusters Score -5511371 nChanged 13123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14702 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -5518462.000000 Penalty: 5096.048828
	Iteration 1F: 3 clusters Score -5518462 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14805 members 
Mstep: Class 2 contains 14173 members 
Entering Unmasked Estep 
Score: -5518842.500000 Penalty: 5096.048828
	Iteration 2Q: 3 clusters Score -5518842 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14991 members 
Mstep: Class 2 contains 13987 members 
Entering Unmasked Estep 
Score: -5519118.000000 Penalty: 5096.048828
	Iteration 3Q: 3 clusters Score -5519118 nChanged 944
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15275 members 
Mstep: Class 2 contains 13703 members 
Entering Unmasked Estep 
Score: -5519376.000000 Penalty: 5096.048828
	Iteration 4Q: 3 clusters Score -5519376 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15628 members 
Mstep: Class 2 contains 13350 members 
Entering Unmasked Estep 
Score: -5519642.000000 Penalty: 5096.048828
	Iteration 5Q: 3 clusters Score -5519642 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 12893 members 
Entering Unmasked Estep 
Score: -5519904.500000 Penalty: 5096.048828
	Iteration 6Q: 3 clusters Score -5519904 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16714 members 
Mstep: Class 2 contains 12264 members 
Entering Unmasked Estep 
Score: -5520230.000000 Penalty: 5096.048828
	Iteration 7Q: 3 clusters Score -5520230 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -5520691.000000 Penalty: 5096.048828
	Iteration 8Q: 3 clusters Score -5520691 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18488 members 
Mstep: Class 2 contains 10490 members 
Entering Unmasked Estep 
Score: -5521262.500000 Penalty: 5096.048828
	Iteration 9Q: 3 clusters Score -5521262 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -5522043.000000 Penalty: 5096.048828
	Iteration 10Q: 3 clusters Score -5522043 nChanged 1571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21127 members 
Mstep: Class 2 contains 7851 members 
Entering Unmasked Estep 
Score: -5523145.000000 Penalty: 5096.048828
	Iteration 11F: 3 clusters Score -5523145 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22561 members 
Mstep: Class 2 contains 6417 members 
Entering Unmasked Estep 
Score: -5524414.500000 Penalty: 5096.048828
	Iteration 12F: 3 clusters Score -5524414 nChanged 1391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 5126 members 
Entering Unmasked Estep 
Score: -5525707.000000 Penalty: 5096.048828
	Iteration 13Q: 3 clusters Score -5525707 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24783 members 
Mstep: Class 2 contains 4195 members 
Entering Unmasked Estep 
Score: -5526738.500000 Penalty: 5096.048828
	Iteration 14Q: 3 clusters Score -5526738 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25412 members 
Mstep: Class 2 contains 3566 members 
Entering Unmasked Estep 
Score: -5527431.500000 Penalty: 5096.048828
	Iteration 15Q: 3 clusters Score -5527432 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -5527790.500000 Penalty: 5096.048828
	Iteration 16Q: 3 clusters Score -5527790 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -5528047.000000 Penalty: 5096.048828
	Iteration 17Q: 3 clusters Score -5528047 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Mstep: Class 2 contains 2586 members 
Entering Unmasked Estep 
Score: -5528239.000000 Penalty: 5096.048828
	Iteration 18Q: 3 clusters Score -5528239 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -5528364.500000 Penalty: 5096.048828
	Iteration 19Q: 3 clusters Score -5528364 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26765 members 
Mstep: Class 2 contains 2213 members 
Entering Unmasked Estep 
Score: -5528438.500000 Penalty: 5096.048828
	Iteration 20F: 3 clusters Score -5528438 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26907 members 
Mstep: Class 2 contains 2071 members 
Entering Unmasked Estep 
Score: -5528496.000000 Penalty: 5096.048828
	Iteration 21Q: 3 clusters Score -5528496 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27032 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -5528550.000000 Penalty: 5096.048828
	Iteration 22Q: 3 clusters Score -5528550 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27125 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -5528580.500000 Penalty: 5096.048828
	Iteration 23Q: 3 clusters Score -5528580 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27213 members 
Mstep: Class 2 contains 1765 members 
Entering Unmasked Estep 
Score: -5528619.500000 Penalty: 5096.048828
	Iteration 24Q: 3 clusters Score -5528620 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27288 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -5528649.500000 Penalty: 5096.048828
	Iteration 25Q: 3 clusters Score -5528650 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27357 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -5528668.000000 Penalty: 5096.048828
	Iteration 26Q: 3 clusters Score -5528668 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27411 members 
Mstep: Class 2 contains 1567 members 
Entering Unmasked Estep 
Score: -5528696.500000 Penalty: 5096.048828
	Iteration 27Q: 3 clusters Score -5528696 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27461 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -5528722.000000 Penalty: 5096.048828
	Iteration 28Q: 3 clusters Score -5528722 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27496 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -5528733.500000 Penalty: 5096.048828
	Iteration 29Q: 3 clusters Score -5528734 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -5528744.500000 Penalty: 5096.048828
	Iteration 30Q: 3 clusters Score -5528744 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27558 members 
Mstep: Class 2 contains 1420 members 
Entering Unmasked Estep 
Score: -5528768.000000 Penalty: 5096.048828
	Iteration 31Q: 3 clusters Score -5528768 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27592 members 
Mstep: Class 2 contains 1386 members 
Entering Unmasked Estep 
Score: -5528768.500000 Penalty: 5096.048828
	Iteration 32Q: 3 clusters Score -5528768 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27620 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -5528789.000000 Penalty: 5096.048828
	Iteration 33Q: 3 clusters Score -5528789 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27653 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -5528797.500000 Penalty: 5096.048828
	Iteration 34Q: 3 clusters Score -5528798 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27685 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -5528818.000000 Penalty: 5096.048828
	Iteration 35Q: 3 clusters Score -5528818 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27720 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -5528839.500000 Penalty: 5096.048828
	Iteration 36Q: 3 clusters Score -5528840 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5528857.500000 Penalty: 5096.048828
	Iteration 37Q: 3 clusters Score -5528858 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27777 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -5528864.500000 Penalty: 5096.048828
	Iteration 38Q: 3 clusters Score -5528864 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27802 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -5528863.000000 Penalty: 5096.048828
	Iteration 39Q: 3 clusters Score -5528863 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -5528872.000000 Penalty: 5096.048828
	Iteration 40F: 3 clusters Score -5528872 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 1133 members 
Entering Unmasked Estep 
Score: -5528886.000000 Penalty: 5096.048828
	Iteration 41Q: 3 clusters Score -5528886 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27856 members 
Mstep: Class 2 contains 1122 members 
Entering Unmasked Estep 
Score: -5528880.000000 Penalty: 5096.048828
	Iteration 42Q: 3 clusters Score -5528880 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27866 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -5528882.000000 Penalty: 5096.048828
	Iteration 43Q: 3 clusters Score -5528882 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27872 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -5528884.000000 Penalty: 5096.048828
	Iteration 44Q: 3 clusters Score -5528884 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -5528881.500000 Penalty: 5096.048828
	Iteration 45Q: 3 clusters Score -5528882 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27879 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -5528884.000000 Penalty: 5096.048828
	Iteration 46Q: 3 clusters Score -5528884 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5528887.500000 Penalty: 5096.048828
	Iteration 47Q: 3 clusters Score -5528888 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27883 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -5528887.500000 Penalty: 5096.048828
	Iteration 48F: 3 clusters Score -5528888 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42122 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42122 members 
Entering Unmasked Estep 
Score: -7846629.000000 Penalty: 2640.784668
	Iteration 0F: 2 clusters Score -7846629 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 21045 members 
Entering Unmasked Estep 
Score: -7818728.500000 Penalty: 5281.569336
	Iteration 0F: 3 clusters Score -7818728 nChanged 19380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 20651 members 
Entering Unmasked Estep 
Score: -7829229.000000 Penalty: 5281.569336
	Iteration 1F: 3 clusters Score -7829229 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 20586 members 
Entering Unmasked Estep 
Score: -7829680.500000 Penalty: 5281.569336
	Iteration 2Q: 3 clusters Score -7829680 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 20543 members 
Entering Unmasked Estep 
Score: -7830084.500000 Penalty: 5281.569336
	Iteration 3Q: 3 clusters Score -7830084 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 20446 members 
Entering Unmasked Estep 
Score: -7830508.500000 Penalty: 5281.569336
	Iteration 4Q: 3 clusters Score -7830508 nChanged 1371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 20263 members 
Entering Unmasked Estep 
Score: -7830937.500000 Penalty: 5281.569336
	Iteration 5Q: 3 clusters Score -7830938 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 19992 members 
Entering Unmasked Estep 
Score: -7831376.500000 Penalty: 5281.569336
	Iteration 6Q: 3 clusters Score -7831376 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22553 members 
Mstep: Class 2 contains 19569 members 
Entering Unmasked Estep 
Score: -7831928.500000 Penalty: 5281.569336
	Iteration 7Q: 3 clusters Score -7831928 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23138 members 
Mstep: Class 2 contains 18984 members 
Entering Unmasked Estep 
Score: -7832676.000000 Penalty: 5281.569336
	Iteration 8Q: 3 clusters Score -7832676 nChanged 1887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23945 members 
Mstep: Class 2 contains 18177 members 
Entering Unmasked Estep 
Score: -7833612.500000 Penalty: 5281.569336
	Iteration 9Q: 3 clusters Score -7833612 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25011 members 
Mstep: Class 2 contains 17111 members 
Entering Unmasked Estep 
Score: -7834935.500000 Penalty: 5281.569336
	Iteration 10F: 3 clusters Score -7834936 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26290 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -7836644.000000 Penalty: 5281.569336
	Iteration 11F: 3 clusters Score -7836644 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27487 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -7838309.500000 Penalty: 5281.569336
	Iteration 12F: 3 clusters Score -7838310 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28632 members 
Mstep: Class 2 contains 13490 members 
Entering Unmasked Estep 
Score: -7839570.000000 Penalty: 5281.569336
	Iteration 13Q: 3 clusters Score -7839570 nChanged 1446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29700 members 
Mstep: Class 2 contains 12422 members 
Entering Unmasked Estep 
Score: -7840199.000000 Penalty: 5281.569336
	Iteration 14Q: 3 clusters Score -7840199 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30695 members 
Mstep: Class 2 contains 11427 members 
Entering Unmasked Estep 
Score: -7840577.000000 Penalty: 5281.569336
	Iteration 15Q: 3 clusters Score -7840577 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31731 members 
Mstep: Class 2 contains 10391 members 
Entering Unmasked Estep 
Score: -7840886.000000 Penalty: 5281.569336
	Iteration 16Q: 3 clusters Score -7840886 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32762 members 
Mstep: Class 2 contains 9360 members 
Entering Unmasked Estep 
Score: -7841271.500000 Penalty: 5281.569336
	Iteration 17Q: 3 clusters Score -7841272 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33777 members 
Mstep: Class 2 contains 8345 members 
Entering Unmasked Estep 
Score: -7841650.500000 Penalty: 5281.569336
	Iteration 18Q: 3 clusters Score -7841650 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34789 members 
Mstep: Class 2 contains 7333 members 
Entering Unmasked Estep 
Score: -7842008.500000 Penalty: 5281.569336
	Iteration 19Q: 3 clusters Score -7842008 nChanged 936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35725 members 
Mstep: Class 2 contains 6397 members 
Entering Unmasked Estep 
Score: -7842377.500000 Penalty: 5281.569336
	Iteration 20F: 3 clusters Score -7842378 nChanged 898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36623 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -7842750.500000 Penalty: 5281.569336
	Iteration 21Q: 3 clusters Score -7842750 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37428 members 
Mstep: Class 2 contains 4694 members 
Entering Unmasked Estep 
Score: -7843010.500000 Penalty: 5281.569336
	Iteration 22Q: 3 clusters Score -7843010 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38173 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -7843273.500000 Penalty: 5281.569336
	Iteration 23Q: 3 clusters Score -7843274 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38803 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -7843502.500000 Penalty: 5281.569336
	Iteration 24Q: 3 clusters Score -7843502 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39332 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -7843690.500000 Penalty: 5281.569336
	Iteration 25Q: 3 clusters Score -7843690 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39777 members 
Mstep: Class 2 contains 2345 members 
Entering Unmasked Estep 
Score: -7843827.500000 Penalty: 5281.569336
	Iteration 26Q: 3 clusters Score -7843828 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40149 members 
Mstep: Class 2 contains 1973 members 
Entering Unmasked Estep 
Score: -7843965.500000 Penalty: 5281.569336
	Iteration 27Q: 3 clusters Score -7843966 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40434 members 
Mstep: Class 2 contains 1688 members 
Entering Unmasked Estep 
Score: -7844072.000000 Penalty: 5281.569336
	Iteration 28Q: 3 clusters Score -7844072 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40662 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -7844097.000000 Penalty: 5281.569336
	Iteration 29Q: 3 clusters Score -7844097 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40832 members 
Mstep: Class 2 contains 1290 members 
Entering Unmasked Estep 
Score: -7844154.500000 Penalty: 5281.569336
	Iteration 30Q: 3 clusters Score -7844154 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40985 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -7844235.000000 Penalty: 5281.569336
	Iteration 31Q: 3 clusters Score -7844235 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41114 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -7844276.000000 Penalty: 5281.569336
	Iteration 32Q: 3 clusters Score -7844276 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41219 members 
Mstep: Class 2 contains 903 members 
Entering Unmasked Estep 
Score: -7844304.500000 Penalty: 5281.569336
	Iteration 33Q: 3 clusters Score -7844304 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41297 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7844361.500000 Penalty: 5281.569336
	Iteration 34Q: 3 clusters Score -7844362 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41361 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -7844413.000000 Penalty: 5281.569336
	Iteration 35Q: 3 clusters Score -7844413 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41410 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -7844432.500000 Penalty: 5281.569336
	Iteration 36Q: 3 clusters Score -7844432 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41441 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -7844444.500000 Penalty: 5281.569336
	Iteration 37Q: 3 clusters Score -7844444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41461 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -7844447.000000 Penalty: 5281.569336
	Iteration 38Q: 3 clusters Score -7844447 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41484 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -7844459.500000 Penalty: 5281.569336
	Iteration 39Q: 3 clusters Score -7844460 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41498 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -7844464.500000 Penalty: 5281.569336
	Iteration 40F: 3 clusters Score -7844464 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41507 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -7844466.500000 Penalty: 5281.569336
	Iteration 41Q: 3 clusters Score -7844466 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41516 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -7844464.500000 Penalty: 5281.569336
	Iteration 42Q: 3 clusters Score -7844464 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41524 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7844464.000000 Penalty: 5281.569336
	Iteration 43Q: 3 clusters Score -7844464 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41531 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -7844478.500000 Penalty: 5281.569336
	Iteration 44Q: 3 clusters Score -7844478 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41534 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -7844471.500000 Penalty: 5281.569336
	Iteration 45Q: 3 clusters Score -7844472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41541 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7844470.000000 Penalty: 5281.569336
	Iteration 46Q: 3 clusters Score -7844470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41547 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -7844468.500000 Penalty: 5281.569336
	Iteration 47Q: 3 clusters Score -7844468 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -7844465.500000 Penalty: 5281.569336
	Iteration 48Q: 3 clusters Score -7844466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41556 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -7844461.000000 Penalty: 5281.569336
	Iteration 49Q: 3 clusters Score -7844461 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -7844472.000000 Penalty: 5281.569336
	Iteration 50Q: 3 clusters Score -7844472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41563 members 
Mstep: Class 2 contains 559 members 
Entering Unmasked Estep 
Score: -7844468.000000 Penalty: 5281.569336
	Iteration 51Q: 3 clusters Score -7844468 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41569 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -7844471.500000 Penalty: 5281.569336
	Iteration 52Q: 3 clusters Score -7844472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41573 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -7844477.000000 Penalty: 5281.569336
	Iteration 53Q: 3 clusters Score -7844477 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41575 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -7844474.500000 Penalty: 5281.569336
	Iteration 54Q: 3 clusters Score -7844474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41577 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -7844473.500000 Penalty: 5281.569336
	Iteration 55Q: 3 clusters Score -7844474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -7844479.000000 Penalty: 5281.569336
	Iteration 56Q: 3 clusters Score -7844479 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41581 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -7844485.000000 Penalty: 5281.569336
	Iteration 57Q: 3 clusters Score -7844485 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41582 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -7844487.500000 Penalty: 5281.569336
	Iteration 58Q: 3 clusters Score -7844488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7844486.000000 Penalty: 5281.569336
	Iteration 59Q: 3 clusters Score -7844486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41583 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -7844487.500000 Penalty: 5281.569336
	Iteration 60F: 3 clusters Score -7844488 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41584 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -7844491.500000 Penalty: 5281.569336
	Iteration 61Q: 3 clusters Score -7844492 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7844492.000000 Penalty: 5281.569336
	Iteration 62Q: 3 clusters Score -7844492 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41585 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -7844492.000000 Penalty: 5281.569336
	Iteration 63F: 3 clusters Score -7844492 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28717 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28717 members 
Entering Unmasked Estep 
Score: -5493232.500000 Penalty: 2545.780518
	Iteration 0F: 2 clusters Score -5493232 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14477 members 
Mstep: Class 2 contains 14240 members 
Entering Unmasked Estep 
Score: -5473653.500000 Penalty: 5091.561035
	Iteration 0F: 3 clusters Score -5473654 nChanged 12876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 13652 members 
Entering Unmasked Estep 
Score: -5480500.000000 Penalty: 5091.561035
	Iteration 1F: 3 clusters Score -5480500 nChanged 1356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15433 members 
Mstep: Class 2 contains 13284 members 
Entering Unmasked Estep 
Score: -5480964.000000 Penalty: 5091.561035
	Iteration 2Q: 3 clusters Score -5480964 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15953 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -5481493.500000 Penalty: 5091.561035
	Iteration 3Q: 3 clusters Score -5481494 nChanged 1297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16680 members 
Mstep: Class 2 contains 12037 members 
Entering Unmasked Estep 
Score: -5482019.500000 Penalty: 5091.561035
	Iteration 4Q: 3 clusters Score -5482020 nChanged 1287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17581 members 
Mstep: Class 2 contains 11136 members 
Entering Unmasked Estep 
Score: -5482679.000000 Penalty: 5091.561035
	Iteration 5Q: 3 clusters Score -5482679 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18677 members 
Mstep: Class 2 contains 10040 members 
Entering Unmasked Estep 
Score: -5483556.500000 Penalty: 5091.561035
	Iteration 6Q: 3 clusters Score -5483556 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20003 members 
Mstep: Class 2 contains 8714 members 
Entering Unmasked Estep 
Score: -5484655.500000 Penalty: 5091.561035
	Iteration 7F: 3 clusters Score -5484656 nChanged 1482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -5485789.500000 Penalty: 5091.561035
	Iteration 8F: 3 clusters Score -5485790 nChanged 1372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22601 members 
Mstep: Class 2 contains 6116 members 
Entering Unmasked Estep 
Score: -5486903.000000 Penalty: 5091.561035
	Iteration 9Q: 3 clusters Score -5486903 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23735 members 
Mstep: Class 2 contains 4982 members 
Entering Unmasked Estep 
Score: -5487904.500000 Penalty: 5091.561035
	Iteration 10Q: 3 clusters Score -5487904 nChanged 1044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24663 members 
Mstep: Class 2 contains 4054 members 
Entering Unmasked Estep 
Score: -5488698.500000 Penalty: 5091.561035
	Iteration 11Q: 3 clusters Score -5488698 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25350 members 
Mstep: Class 2 contains 3367 members 
Entering Unmasked Estep 
Score: -5489249.000000 Penalty: 5091.561035
	Iteration 12Q: 3 clusters Score -5489249 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25888 members 
Mstep: Class 2 contains 2829 members 
Entering Unmasked Estep 
Score: -5489624.500000 Penalty: 5091.561035
	Iteration 13Q: 3 clusters Score -5489624 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26337 members 
Mstep: Class 2 contains 2380 members 
Entering Unmasked Estep 
Score: -5489932.000000 Penalty: 5091.561035
	Iteration 14Q: 3 clusters Score -5489932 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26701 members 
Mstep: Class 2 contains 2016 members 
Entering Unmasked Estep 
Score: -5490177.000000 Penalty: 5091.561035
	Iteration 15Q: 3 clusters Score -5490177 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27000 members 
Mstep: Class 2 contains 1717 members 
Entering Unmasked Estep 
Score: -5490375.500000 Penalty: 5091.561035
	Iteration 16Q: 3 clusters Score -5490376 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27233 members 
Mstep: Class 2 contains 1484 members 
Entering Unmasked Estep 
Score: -5490523.500000 Penalty: 5091.561035
	Iteration 17Q: 3 clusters Score -5490524 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27413 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -5490618.500000 Penalty: 5091.561035
	Iteration 18Q: 3 clusters Score -5490618 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27556 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -5490698.000000 Penalty: 5091.561035
	Iteration 19Q: 3 clusters Score -5490698 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27659 members 
Mstep: Class 2 contains 1058 members 
Entering Unmasked Estep 
Score: -5490765.000000 Penalty: 5091.561035
	Iteration 20F: 3 clusters Score -5490765 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27746 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5490819.500000 Penalty: 5091.561035
	Iteration 21Q: 3 clusters Score -5490820 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27819 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5490883.500000 Penalty: 5091.561035
	Iteration 22Q: 3 clusters Score -5490884 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27873 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -5490908.000000 Penalty: 5091.561035
	Iteration 23Q: 3 clusters Score -5490908 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27915 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -5490928.000000 Penalty: 5091.561035
	Iteration 24Q: 3 clusters Score -5490928 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27942 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -5490945.500000 Penalty: 5091.561035
	Iteration 25Q: 3 clusters Score -5490946 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27962 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -5490964.000000 Penalty: 5091.561035
	Iteration 26Q: 3 clusters Score -5490964 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27980 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -5490975.000000 Penalty: 5091.561035
	Iteration 27Q: 3 clusters Score -5490975 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28000 members 
Mstep: Class 2 contains 717 members 
Entering Unmasked Estep 
Score: -5490993.500000 Penalty: 5091.561035
	Iteration 28Q: 3 clusters Score -5490994 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28025 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -5491021.000000 Penalty: 5091.561035
	Iteration 29Q: 3 clusters Score -5491021 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -5491025.000000 Penalty: 5091.561035
	Iteration 30Q: 3 clusters Score -5491025 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28056 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5491030.500000 Penalty: 5091.561035
	Iteration 31Q: 3 clusters Score -5491030 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -5491042.500000 Penalty: 5091.561035
	Iteration 32Q: 3 clusters Score -5491042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28076 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -5491041.500000 Penalty: 5091.561035
	Iteration 33Q: 3 clusters Score -5491042 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28078 members 
Mstep: Class 2 contains 639 members 
Entering Unmasked Estep 
Score: -5491040.000000 Penalty: 5091.561035
	Iteration 34Q: 3 clusters Score -5491040 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28081 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5491043.000000 Penalty: 5091.561035
	Iteration 35Q: 3 clusters Score -5491043 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28083 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -5491045.000000 Penalty: 5091.561035
	Iteration 36Q: 3 clusters Score -5491045 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -5491047.000000 Penalty: 5091.561035
	Iteration 37Q: 3 clusters Score -5491047 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -5491044.000000 Penalty: 5091.561035
	Iteration 38Q: 3 clusters Score -5491044 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28088 members 
Mstep: Class 2 contains 629 members 
Entering Unmasked Estep 
Score: -5491053.000000 Penalty: 5091.561035
	Iteration 39Q: 3 clusters Score -5491053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28090 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -5491049.500000 Penalty: 5091.561035
	Iteration 40F: 3 clusters Score -5491050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28092 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -5491050.500000 Penalty: 5091.561035
	Iteration 41Q: 3 clusters Score -5491050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28093 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -5491052.000000 Penalty: 5091.561035
	Iteration 42Q: 3 clusters Score -5491052 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28094 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -5491056.000000 Penalty: 5091.561035
	Iteration 43Q: 3 clusters Score -5491056 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5491049.500000 Penalty: 5091.561035
	Iteration 44Q: 3 clusters Score -5491050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5491050.000000 Penalty: 5091.561035
	Iteration 45Q: 3 clusters Score -5491050 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28095 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -5491050.000000 Penalty: 5091.561035
	Iteration 46F: 3 clusters Score -5491050 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (7012 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7012 members 
Entering Unmasked Estep 
Score: -1374017.250000 Penalty: 2196.133789
	Iteration 0F: 2 clusters Score -1374017 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1368177.375000 Penalty: 4392.267578
	Iteration 0F: 3 clusters Score -1368177 nChanged 2836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3436 members 
Entering Unmasked Estep 
Score: -1369735.875000 Penalty: 4392.267578
	Iteration 1F: 3 clusters Score -1369736 nChanged 506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 3416 members 
Entering Unmasked Estep 
Score: -1369991.750000 Penalty: 4392.267578
	Iteration 2F: 3 clusters Score -1369992 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1370153.750000 Penalty: 4392.267578
	Iteration 3Q: 3 clusters Score -1370154 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 3415 members 
Entering Unmasked Estep 
Score: -1370260.750000 Penalty: 4392.267578
	Iteration 4Q: 3 clusters Score -1370261 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1370336.875000 Penalty: 4392.267578
	Iteration 5Q: 3 clusters Score -1370337 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3590 members 
Mstep: Class 2 contains 3422 members 
Entering Unmasked Estep 
Score: -1370401.250000 Penalty: 4392.267578
	Iteration 6Q: 3 clusters Score -1370401 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1370455.625000 Penalty: 4392.267578
	Iteration 7Q: 3 clusters Score -1370456 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 3392 members 
Entering Unmasked Estep 
Score: -1370494.500000 Penalty: 4392.267578
	Iteration 8Q: 3 clusters Score -1370494 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3614 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -1370522.500000 Penalty: 4392.267578
	Iteration 9Q: 3 clusters Score -1370522 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3627 members 
Mstep: Class 2 contains 3385 members 
Entering Unmasked Estep 
Score: -1370548.250000 Penalty: 4392.267578
	Iteration 10Q: 3 clusters Score -1370548 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 3373 members 
Entering Unmasked Estep 
Score: -1370561.250000 Penalty: 4392.267578
	Iteration 11Q: 3 clusters Score -1370561 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 3362 members 
Entering Unmasked Estep 
Score: -1370575.625000 Penalty: 4392.267578
	Iteration 12Q: 3 clusters Score -1370576 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 3351 members 
Entering Unmasked Estep 
Score: -1370584.125000 Penalty: 4392.267578
	Iteration 13Q: 3 clusters Score -1370584 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -1370598.500000 Penalty: 4392.267578
	Iteration 14Q: 3 clusters Score -1370598 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 3345 members 
Entering Unmasked Estep 
Score: -1370602.500000 Penalty: 4392.267578
	Iteration 15Q: 3 clusters Score -1370602 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3334 members 
Entering Unmasked Estep 
Score: -1370616.125000 Penalty: 4392.267578
	Iteration 16Q: 3 clusters Score -1370616 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3687 members 
Mstep: Class 2 contains 3325 members 
Entering Unmasked Estep 
Score: -1370620.500000 Penalty: 4392.267578
	Iteration 17Q: 3 clusters Score -1370620 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 3316 members 
Entering Unmasked Estep 
Score: -1370633.750000 Penalty: 4392.267578
	Iteration 18Q: 3 clusters Score -1370634 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -1370639.625000 Penalty: 4392.267578
	Iteration 19Q: 3 clusters Score -1370640 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3710 members 
Mstep: Class 2 contains 3302 members 
Entering Unmasked Estep 
Score: -1370647.875000 Penalty: 4392.267578
	Iteration 20F: 3 clusters Score -1370648 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3717 members 
Mstep: Class 2 contains 3295 members 
Entering Unmasked Estep 
Score: -1370647.250000 Penalty: 4392.267578
	Iteration 21Q: 3 clusters Score -1370647 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3725 members 
Mstep: Class 2 contains 3287 members 
Entering Unmasked Estep 
Score: -1370656.000000 Penalty: 4392.267578
	Iteration 22Q: 3 clusters Score -1370656 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1370654.625000 Penalty: 4392.267578
	Iteration 23Q: 3 clusters Score -1370655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1370654.625000 Penalty: 4392.267578
	Iteration 24Q: 3 clusters Score -1370655 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 3282 members 
Entering Unmasked Estep 
Score: -1370654.000000 Penalty: 4392.267578
	Iteration 25Q: 3 clusters Score -1370654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1370655.125000 Penalty: 4392.267578
	Iteration 26Q: 3 clusters Score -1370655 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3729 members 
Mstep: Class 2 contains 3283 members 
Entering Unmasked Estep 
Score: -1370660.500000 Penalty: 4392.267578
	Iteration 27Q: 3 clusters Score -1370660 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1370661.500000 Penalty: 4392.267578
	Iteration 28Q: 3 clusters Score -1370662 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3733 members 
Mstep: Class 2 contains 3279 members 
Entering Unmasked Estep 
Score: -1370664.750000 Penalty: 4392.267578
	Iteration 29Q: 3 clusters Score -1370665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 3277 members 
Entering Unmasked Estep 
Score: -1370665.250000 Penalty: 4392.267578
	Iteration 30Q: 3 clusters Score -1370665 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3741 members 
Mstep: Class 2 contains 3271 members 
Entering Unmasked Estep 
Score: -1370663.750000 Penalty: 4392.267578
	Iteration 31Q: 3 clusters Score -1370664 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1370665.625000 Penalty: 4392.267578
	Iteration 32Q: 3 clusters Score -1370666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3745 members 
Mstep: Class 2 contains 3267 members 
Entering Unmasked Estep 
Score: -1370666.000000 Penalty: 4392.267578
	Iteration 33Q: 3 clusters Score -1370666 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3269 members 
Entering Unmasked Estep 
Score: -1370663.125000 Penalty: 4392.267578
	Iteration 34Q: 3 clusters Score -1370663 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3744 members 
Mstep: Class 2 contains 3268 members 
Entering Unmasked Estep 
Score: -1370663.875000 Penalty: 4392.267578
	Iteration 35Q: 3 clusters Score -1370664 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 3266 members 
Entering Unmasked Estep 
Score: -1370665.125000 Penalty: 4392.267578
	Iteration 36Q: 3 clusters Score -1370665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 3262 members 
Entering Unmasked Estep 
Score: -1370662.500000 Penalty: 4392.267578
	Iteration 37Q: 3 clusters Score -1370662 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1370666.375000 Penalty: 4392.267578
	Iteration 38Q: 3 clusters Score -1370666 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 3258 members 
Entering Unmasked Estep 
Score: -1370668.625000 Penalty: 4392.267578
	Iteration 39Q: 3 clusters Score -1370669 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 3252 members 
Entering Unmasked Estep 
Score: -1370671.625000 Penalty: 4392.267578
	Iteration 40F: 3 clusters Score -1370672 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 3250 members 
Entering Unmasked Estep 
Score: -1370669.750000 Penalty: 4392.267578
	Iteration 41Q: 3 clusters Score -1370670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 3248 members 
Entering Unmasked Estep 
Score: -1370671.625000 Penalty: 4392.267578
	Iteration 42Q: 3 clusters Score -1370672 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3767 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -1370671.250000 Penalty: 4392.267578
	Iteration 43Q: 3 clusters Score -1370671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 3243 members 
Entering Unmasked Estep 
Score: -1370672.250000 Penalty: 4392.267578
	Iteration 44Q: 3 clusters Score -1370672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1370672.250000 Penalty: 4392.267578
	Iteration 45Q: 3 clusters Score -1370672 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 3241 members 
Entering Unmasked Estep 
Score: -1370675.000000 Penalty: 4392.267578
	Iteration 46Q: 3 clusters Score -1370675 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1370676.375000 Penalty: 4392.267578
	Iteration 47Q: 3 clusters Score -1370676 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 3240 members 
Entering Unmasked Estep 
Score: -1370676.375000 Penalty: 4392.267578
	Iteration 48F: 3 clusters Score -1370676 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6912 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Entering Unmasked Estep 
Score: -1260401.500000 Penalty: 2192.571533
	Iteration 0F: 2 clusters Score -1260402 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3461 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1254700.000000 Penalty: 4385.143066
	Iteration 0F: 3 clusters Score -1254700 nChanged 2777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3576 members 
Mstep: Class 2 contains 3336 members 
Entering Unmasked Estep 
Score: -1256458.500000 Penalty: 4385.143066
	Iteration 1F: 3 clusters Score -1256458 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3743 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -1256979.750000 Penalty: 4385.143066
	Iteration 2F: 3 clusters Score -1256980 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1257557.000000 Penalty: 4385.143066
	Iteration 3F: 3 clusters Score -1257557 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4203 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1258128.625000 Penalty: 4385.143066
	Iteration 4F: 3 clusters Score -1258129 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4469 members 
Mstep: Class 2 contains 2443 members 
Entering Unmasked Estep 
Score: -1258603.500000 Penalty: 4385.143066
	Iteration 5F: 3 clusters Score -1258604 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4736 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1258972.125000 Penalty: 4385.143066
	Iteration 6F: 3 clusters Score -1258972 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -1259179.625000 Penalty: 4385.143066
	Iteration 7Q: 3 clusters Score -1259180 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5065 members 
Mstep: Class 2 contains 1847 members 
Entering Unmasked Estep 
Score: -1259300.125000 Penalty: 4385.143066
	Iteration 8Q: 3 clusters Score -1259300 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5178 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1259377.000000 Penalty: 4385.143066
	Iteration 9Q: 3 clusters Score -1259377 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5275 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -1259441.500000 Penalty: 4385.143066
	Iteration 10Q: 3 clusters Score -1259442 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5338 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -1259481.500000 Penalty: 4385.143066
	Iteration 11Q: 3 clusters Score -1259482 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5382 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -1259501.375000 Penalty: 4385.143066
	Iteration 12Q: 3 clusters Score -1259501 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -1259518.000000 Penalty: 4385.143066
	Iteration 13Q: 3 clusters Score -1259518 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5456 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -1259535.000000 Penalty: 4385.143066
	Iteration 14Q: 3 clusters Score -1259535 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5481 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -1259544.875000 Penalty: 4385.143066
	Iteration 15Q: 3 clusters Score -1259545 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5497 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1259552.500000 Penalty: 4385.143066
	Iteration 16Q: 3 clusters Score -1259552 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5514 members 
Mstep: Class 2 contains 1398 members 
Entering Unmasked Estep 
Score: -1259564.375000 Penalty: 4385.143066
	Iteration 17Q: 3 clusters Score -1259564 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5525 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -1259573.375000 Penalty: 4385.143066
	Iteration 18Q: 3 clusters Score -1259573 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -1259581.125000 Penalty: 4385.143066
	Iteration 19Q: 3 clusters Score -1259581 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5542 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -1259583.625000 Penalty: 4385.143066
	Iteration 20F: 3 clusters Score -1259584 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5551 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -1259586.875000 Penalty: 4385.143066
	Iteration 21Q: 3 clusters Score -1259587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5556 members 
Mstep: Class 2 contains 1356 members 
Entering Unmasked Estep 
Score: -1259587.750000 Penalty: 4385.143066
	Iteration 22Q: 3 clusters Score -1259588 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -1259590.875000 Penalty: 4385.143066
	Iteration 23Q: 3 clusters Score -1259591 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5560 members 
Mstep: Class 2 contains 1352 members 
Entering Unmasked Estep 
Score: -1259591.625000 Penalty: 4385.143066
	Iteration 24Q: 3 clusters Score -1259592 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1259589.375000 Penalty: 4385.143066
	Iteration 25Q: 3 clusters Score -1259589 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5562 members 
Mstep: Class 2 contains 1350 members 
Entering Unmasked Estep 
Score: -1259589.375000 Penalty: 4385.143066
	Iteration 26F: 3 clusters Score -1259589 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41931 members 
Entering Unmasked Estep 
Score: -8061160.500000 Penalty: 2639.657715
	Iteration 0F: 2 clusters Score -8061160 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20859 members 
Mstep: Class 2 contains 21072 members 
Entering Unmasked Estep 
Score: -8034951.000000 Penalty: 5279.315430
	Iteration 0F: 3 clusters Score -8034951 nChanged 19314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -8045580.000000 Penalty: 5279.315430
	Iteration 1F: 3 clusters Score -8045580 nChanged 1620
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20039 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -8046027.000000 Penalty: 5279.315430
	Iteration 2Q: 3 clusters Score -8046027 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 22338 members 
Entering Unmasked Estep 
Score: -8046444.000000 Penalty: 5279.315430
	Iteration 3Q: 3 clusters Score -8046444 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18985 members 
Mstep: Class 2 contains 22946 members 
Entering Unmasked Estep 
Score: -8046852.500000 Penalty: 5279.315430
	Iteration 4Q: 3 clusters Score -8046852 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18138 members 
Mstep: Class 2 contains 23793 members 
Entering Unmasked Estep 
Score: -8047307.500000 Penalty: 5279.315430
	Iteration 5Q: 3 clusters Score -8047308 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16947 members 
Mstep: Class 2 contains 24984 members 
Entering Unmasked Estep 
Score: -8047874.000000 Penalty: 5279.315430
	Iteration 6Q: 3 clusters Score -8047874 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 26545 members 
Entering Unmasked Estep 
Score: -8048545.000000 Penalty: 5279.315430
	Iteration 7Q: 3 clusters Score -8048545 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13320 members 
Mstep: Class 2 contains 28611 members 
Entering Unmasked Estep 
Score: -8049673.000000 Penalty: 5279.315430
	Iteration 8F: 3 clusters Score -8049673 nChanged 2553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10825 members 
Mstep: Class 2 contains 31106 members 
Entering Unmasked Estep 
Score: -8051384.500000 Penalty: 5279.315430
	Iteration 9F: 3 clusters Score -8051384 nChanged 2768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8075 members 
Mstep: Class 2 contains 33856 members 
Entering Unmasked Estep 
Score: -8053370.000000 Penalty: 5279.315430
	Iteration 10F: 3 clusters Score -8053370 nChanged 2699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5384 members 
Mstep: Class 2 contains 36547 members 
Entering Unmasked Estep 
Score: -8055326.500000 Penalty: 5279.315430
	Iteration 11F: 3 clusters Score -8055326 nChanged 2228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 38759 members 
Entering Unmasked Estep 
Score: -8056914.000000 Penalty: 5279.315430
	Iteration 12F: 3 clusters Score -8056914 nChanged 1386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 40133 members 
Entering Unmasked Estep 
Score: -8057844.000000 Penalty: 5279.315430
	Iteration 13Q: 3 clusters Score -8057844 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 40854 members 
Entering Unmasked Estep 
Score: -8058320.500000 Penalty: 5279.315430
	Iteration 14Q: 3 clusters Score -8058320 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 41187 members 
Entering Unmasked Estep 
Score: -8058569.000000 Penalty: 5279.315430
	Iteration 15Q: 3 clusters Score -8058569 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 41360 members 
Entering Unmasked Estep 
Score: -8058685.000000 Penalty: 5279.315430
	Iteration 16Q: 3 clusters Score -8058685 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 480 members 
Mstep: Class 2 contains 41451 members 
Entering Unmasked Estep 
Score: -8058775.000000 Penalty: 5279.315430
	Iteration 17Q: 3 clusters Score -8058775 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 41508 members 
Entering Unmasked Estep 
Score: -8058852.000000 Penalty: 5279.315430
	Iteration 18Q: 3 clusters Score -8058852 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 41533 members 
Entering Unmasked Estep 
Score: -8058880.000000 Penalty: 5279.315430
	Iteration 19Q: 3 clusters Score -8058880 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 41546 members 
Entering Unmasked Estep 
Score: -8058895.000000 Penalty: 5279.315430
	Iteration 20F: 3 clusters Score -8058895 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 41561 members 
Entering Unmasked Estep 
Score: -8058910.000000 Penalty: 5279.315430
	Iteration 21Q: 3 clusters Score -8058910 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 41570 members 
Entering Unmasked Estep 
Score: -8058915.000000 Penalty: 5279.315430
	Iteration 22Q: 3 clusters Score -8058915 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 41577 members 
Entering Unmasked Estep 
Score: -8058937.500000 Penalty: 5279.315430
	Iteration 23Q: 3 clusters Score -8058938 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -8058950.000000 Penalty: 5279.315430
	Iteration 24Q: 3 clusters Score -8058950 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41594 members 
Entering Unmasked Estep 
Score: -8058957.500000 Penalty: 5279.315430
	Iteration 25Q: 3 clusters Score -8058958 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 41601 members 
Entering Unmasked Estep 
Score: -8058971.500000 Penalty: 5279.315430
	Iteration 26Q: 3 clusters Score -8058972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 41607 members 
Entering Unmasked Estep 
Score: -8058976.000000 Penalty: 5279.315430
	Iteration 27Q: 3 clusters Score -8058976 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 41612 members 
Entering Unmasked Estep 
Score: -8058981.500000 Penalty: 5279.315430
	Iteration 28Q: 3 clusters Score -8058982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 41615 members 
Entering Unmasked Estep 
Score: -8058981.500000 Penalty: 5279.315430
	Iteration 29Q: 3 clusters Score -8058982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8058985.000000 Penalty: 5279.315430
	Iteration 30Q: 3 clusters Score -8058985 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 41616 members 
Entering Unmasked Estep 
Score: -8058989.000000 Penalty: 5279.315430
	Iteration 31Q: 3 clusters Score -8058989 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 41619 members 
Entering Unmasked Estep 
Score: -8058995.000000 Penalty: 5279.315430
	Iteration 32Q: 3 clusters Score -8058995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 41621 members 
Entering Unmasked Estep 
Score: -8059000.000000 Penalty: 5279.315430
	Iteration 33Q: 3 clusters Score -8059000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -8058995.000000 Penalty: 5279.315430
	Iteration 34Q: 3 clusters Score -8058995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -8058998.500000 Penalty: 5279.315430
	Iteration 35Q: 3 clusters Score -8058998 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 41622 members 
Entering Unmasked Estep 
Score: -8058998.500000 Penalty: 5279.315430
	Iteration 36F: 3 clusters Score -8058998 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (55802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55802 members 
Entering Unmasked Estep 
Score: -10186180.000000 Penalty: 2710.532227
	Iteration 0F: 2 clusters Score -1.018618e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27855 members 
Mstep: Class 2 contains 27947 members 
Entering Unmasked Estep 
Score: -10149952.000000 Penalty: 5421.064453
	Iteration 0F: 3 clusters Score -1.014995e+07 nChanged 25991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27262 members 
Mstep: Class 2 contains 28540 members 
Entering Unmasked Estep 
Score: -10164619.000000 Penalty: 5421.064453
	Iteration 1F: 3 clusters Score -1.016462e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 29057 members 
Entering Unmasked Estep 
Score: -10165313.000000 Penalty: 5421.064453
	Iteration 2Q: 3 clusters Score -1.016531e+07 nChanged 2384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25893 members 
Mstep: Class 2 contains 29909 members 
Entering Unmasked Estep 
Score: -10166205.000000 Penalty: 5421.064453
	Iteration 3Q: 3 clusters Score -1.01662e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24690 members 
Mstep: Class 2 contains 31112 members 
Entering Unmasked Estep 
Score: -10167225.000000 Penalty: 5421.064453
	Iteration 4Q: 3 clusters Score -1.016722e+07 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22982 members 
Mstep: Class 2 contains 32820 members 
Entering Unmasked Estep 
Score: -10168717.000000 Penalty: 5421.064453
	Iteration 5F: 3 clusters Score -1.016872e+07 nChanged 3362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20676 members 
Mstep: Class 2 contains 35126 members 
Entering Unmasked Estep 
Score: -10170713.000000 Penalty: 5421.064453
	Iteration 6F: 3 clusters Score -1.017071e+07 nChanged 3667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 38023 members 
Entering Unmasked Estep 
Score: -10173282.000000 Penalty: 5421.064453
	Iteration 7F: 3 clusters Score -1.017328e+07 nChanged 3666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14743 members 
Mstep: Class 2 contains 41059 members 
Entering Unmasked Estep 
Score: -10176371.000000 Penalty: 5421.064453
	Iteration 8F: 3 clusters Score -1.017637e+07 nChanged 3226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12007 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -10179167.000000 Penalty: 5421.064453
	Iteration 9F: 3 clusters Score -1.017917e+07 nChanged 2448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10003 members 
Mstep: Class 2 contains 45799 members 
Entering Unmasked Estep 
Score: -10181171.000000 Penalty: 5421.064453
	Iteration 10Q: 3 clusters Score -1.018117e+07 nChanged 1721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 47210 members 
Entering Unmasked Estep 
Score: -10182469.000000 Penalty: 5421.064453
	Iteration 11Q: 3 clusters Score -1.018247e+07 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7616 members 
Mstep: Class 2 contains 48186 members 
Entering Unmasked Estep 
Score: -10183122.000000 Penalty: 5421.064453
	Iteration 12Q: 3 clusters Score -1.018312e+07 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Mstep: Class 2 contains 48947 members 
Entering Unmasked Estep 
Score: -10183573.000000 Penalty: 5421.064453
	Iteration 13Q: 3 clusters Score -1.018357e+07 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6214 members 
Mstep: Class 2 contains 49588 members 
Entering Unmasked Estep 
Score: -10183907.000000 Penalty: 5421.064453
	Iteration 14Q: 3 clusters Score -1.018391e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5712 members 
Mstep: Class 2 contains 50090 members 
Entering Unmasked Estep 
Score: -10184102.000000 Penalty: 5421.064453
	Iteration 15Q: 3 clusters Score -1.01841e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 50474 members 
Entering Unmasked Estep 
Score: -10184264.000000 Penalty: 5421.064453
	Iteration 16Q: 3 clusters Score -1.018426e+07 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5000 members 
Mstep: Class 2 contains 50802 members 
Entering Unmasked Estep 
Score: -10184376.000000 Penalty: 5421.064453
	Iteration 17Q: 3 clusters Score -1.018438e+07 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4692 members 
Mstep: Class 2 contains 51110 members 
Entering Unmasked Estep 
Score: -10184529.000000 Penalty: 5421.064453
	Iteration 18Q: 3 clusters Score -1.018453e+07 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4369 members 
Mstep: Class 2 contains 51433 members 
Entering Unmasked Estep 
Score: -10184625.000000 Penalty: 5421.064453
	Iteration 19Q: 3 clusters Score -1.018462e+07 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4050 members 
Mstep: Class 2 contains 51752 members 
Entering Unmasked Estep 
Score: -10184637.000000 Penalty: 5421.064453
	Iteration 20F: 3 clusters Score -1.018464e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3732 members 
Mstep: Class 2 contains 52070 members 
Entering Unmasked Estep 
Score: -10184668.000000 Penalty: 5421.064453
	Iteration 21Q: 3 clusters Score -1.018467e+07 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3437 members 
Mstep: Class 2 contains 52365 members 
Entering Unmasked Estep 
Score: -10184738.000000 Penalty: 5421.064453
	Iteration 22Q: 3 clusters Score -1.018474e+07 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3172 members 
Mstep: Class 2 contains 52630 members 
Entering Unmasked Estep 
Score: -10184748.000000 Penalty: 5421.064453
	Iteration 23Q: 3 clusters Score -1.018475e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 52870 members 
Entering Unmasked Estep 
Score: -10184776.000000 Penalty: 5421.064453
	Iteration 24Q: 3 clusters Score -1.018478e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2729 members 
Mstep: Class 2 contains 53073 members 
Entering Unmasked Estep 
Score: -10184786.000000 Penalty: 5421.064453
	Iteration 25Q: 3 clusters Score -1.018479e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 53245 members 
Entering Unmasked Estep 
Score: -10184772.000000 Penalty: 5421.064453
	Iteration 26Q: 3 clusters Score -1.018477e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2406 members 
Mstep: Class 2 contains 53396 members 
Entering Unmasked Estep 
Score: -10184782.000000 Penalty: 5421.064453
	Iteration 27Q: 3 clusters Score -1.018478e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 53528 members 
Entering Unmasked Estep 
Score: -10184761.000000 Penalty: 5421.064453
	Iteration 28Q: 3 clusters Score -1.018476e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2152 members 
Mstep: Class 2 contains 53650 members 
Entering Unmasked Estep 
Score: -10184742.000000 Penalty: 5421.064453
	Iteration 29Q: 3 clusters Score -1.018474e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2032 members 
Mstep: Class 2 contains 53770 members 
Entering Unmasked Estep 
Score: -10184747.000000 Penalty: 5421.064453
	Iteration 30Q: 3 clusters Score -1.018475e+07 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 53864 members 
Entering Unmasked Estep 
Score: -10184727.000000 Penalty: 5421.064453
	Iteration 31Q: 3 clusters Score -1.018473e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1863 members 
Mstep: Class 2 contains 53939 members 
Entering Unmasked Estep 
Score: -10184739.000000 Penalty: 5421.064453
	Iteration 32Q: 3 clusters Score -1.018474e+07 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1761 members 
Mstep: Class 2 contains 54041 members 
Entering Unmasked Estep 
Score: -10184758.000000 Penalty: 5421.064453
	Iteration 33Q: 3 clusters Score -1.018476e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1673 members 
Mstep: Class 2 contains 54129 members 
Entering Unmasked Estep 
Score: -10184736.000000 Penalty: 5421.064453
	Iteration 34Q: 3 clusters Score -1.018474e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1598 members 
Mstep: Class 2 contains 54204 members 
Entering Unmasked Estep 
Score: -10184738.000000 Penalty: 5421.064453
	Iteration 35Q: 3 clusters Score -1.018474e+07 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 54265 members 
Entering Unmasked Estep 
Score: -10184731.000000 Penalty: 5421.064453
	Iteration 36Q: 3 clusters Score -1.018473e+07 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 54316 members 
Entering Unmasked Estep 
Score: -10184707.000000 Penalty: 5421.064453
	Iteration 37Q: 3 clusters Score -1.018471e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 54358 members 
Entering Unmasked Estep 
Score: -10184703.000000 Penalty: 5421.064453
	Iteration 38Q: 3 clusters Score -1.01847e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1423 members 
Mstep: Class 2 contains 54379 members 
Entering Unmasked Estep 
Score: -10184705.000000 Penalty: 5421.064453
	Iteration 39Q: 3 clusters Score -1.01847e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1397 members 
Mstep: Class 2 contains 54405 members 
Entering Unmasked Estep 
Score: -10184709.000000 Penalty: 5421.064453
	Iteration 40F: 3 clusters Score -1.018471e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 54434 members 
Entering Unmasked Estep 
Score: -10184714.000000 Penalty: 5421.064453
	Iteration 41Q: 3 clusters Score -1.018471e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1351 members 
Mstep: Class 2 contains 54451 members 
Entering Unmasked Estep 
Score: -10184716.000000 Penalty: 5421.064453
	Iteration 42Q: 3 clusters Score -1.018472e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1340 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -10184687.000000 Penalty: 5421.064453
	Iteration 43Q: 3 clusters Score -1.018469e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 54472 members 
Entering Unmasked Estep 
Score: -10184684.000000 Penalty: 5421.064453
	Iteration 44Q: 3 clusters Score -1.018468e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 54486 members 
Entering Unmasked Estep 
Score: -10184685.000000 Penalty: 5421.064453
	Iteration 45Q: 3 clusters Score -1.018468e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 54499 members 
Entering Unmasked Estep 
Score: -10184680.000000 Penalty: 5421.064453
	Iteration 46Q: 3 clusters Score -1.018468e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 54507 members 
Entering Unmasked Estep 
Score: -10184678.000000 Penalty: 5421.064453
	Iteration 47Q: 3 clusters Score -1.018468e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 54516 members 
Entering Unmasked Estep 
Score: -10184662.000000 Penalty: 5421.064453
	Iteration 48Q: 3 clusters Score -1.018466e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 54526 members 
Entering Unmasked Estep 
Score: -10184657.000000 Penalty: 5421.064453
	Iteration 49Q: 3 clusters Score -1.018466e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1271 members 
Mstep: Class 2 contains 54531 members 
Entering Unmasked Estep 
Score: -10184655.000000 Penalty: 5421.064453
	Iteration 50Q: 3 clusters Score -1.018466e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 54532 members 
Entering Unmasked Estep 
Score: -10184652.000000 Penalty: 5421.064453
	Iteration 51Q: 3 clusters Score -1.018465e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -10184651.000000 Penalty: 5421.064453
	Iteration 52Q: 3 clusters Score -1.018465e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 54534 members 
Entering Unmasked Estep 
Score: -10184651.000000 Penalty: 5421.064453
	Iteration 53F: 3 clusters Score -1.018465e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (51000 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51000 members 
Entering Unmasked Estep 
Score: -9637425.000000 Penalty: 2688.216064
	Iteration 0F: 2 clusters Score -9637425 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -9605644.000000 Penalty: 5376.432129
	Iteration 0F: 3 clusters Score -9605644 nChanged 23727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25804 members 
Mstep: Class 2 contains 25196 members 
Entering Unmasked Estep 
Score: -9618869.000000 Penalty: 5376.432129
	Iteration 1F: 3 clusters Score -9618869 nChanged 1977
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25991 members 
Mstep: Class 2 contains 25009 members 
Entering Unmasked Estep 
Score: -9619478.000000 Penalty: 5376.432129
	Iteration 2Q: 3 clusters Score -9619478 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26291 members 
Mstep: Class 2 contains 24709 members 
Entering Unmasked Estep 
Score: -9620089.000000 Penalty: 5376.432129
	Iteration 3Q: 3 clusters Score -9620089 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26866 members 
Mstep: Class 2 contains 24134 members 
Entering Unmasked Estep 
Score: -9620747.000000 Penalty: 5376.432129
	Iteration 4Q: 3 clusters Score -9620747 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27690 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -9621663.000000 Penalty: 5376.432129
	Iteration 5Q: 3 clusters Score -9621663 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28908 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -9622950.000000 Penalty: 5376.432129
	Iteration 6F: 3 clusters Score -9622950 nChanged 2908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30590 members 
Mstep: Class 2 contains 20410 members 
Entering Unmasked Estep 
Score: -9624730.000000 Penalty: 5376.432129
	Iteration 7F: 3 clusters Score -9624730 nChanged 3124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32580 members 
Mstep: Class 2 contains 18420 members 
Entering Unmasked Estep 
Score: -9627008.000000 Penalty: 5376.432129
	Iteration 8F: 3 clusters Score -9627008 nChanged 3257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34593 members 
Mstep: Class 2 contains 16407 members 
Entering Unmasked Estep 
Score: -9629725.000000 Penalty: 5376.432129
	Iteration 9F: 3 clusters Score -9629725 nChanged 2782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36303 members 
Mstep: Class 2 contains 14697 members 
Entering Unmasked Estep 
Score: -9631975.000000 Penalty: 5376.432129
	Iteration 10F: 3 clusters Score -9631975 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37568 members 
Mstep: Class 2 contains 13432 members 
Entering Unmasked Estep 
Score: -9633379.000000 Penalty: 5376.432129
	Iteration 11Q: 3 clusters Score -9633379 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38595 members 
Mstep: Class 2 contains 12405 members 
Entering Unmasked Estep 
Score: -9634175.000000 Penalty: 5376.432129
	Iteration 12Q: 3 clusters Score -9634175 nChanged 1001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39448 members 
Mstep: Class 2 contains 11552 members 
Entering Unmasked Estep 
Score: -9634666.000000 Penalty: 5376.432129
	Iteration 13Q: 3 clusters Score -9634666 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40158 members 
Mstep: Class 2 contains 10842 members 
Entering Unmasked Estep 
Score: -9635016.000000 Penalty: 5376.432129
	Iteration 14Q: 3 clusters Score -9635016 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40846 members 
Mstep: Class 2 contains 10154 members 
Entering Unmasked Estep 
Score: -9635229.000000 Penalty: 5376.432129
	Iteration 15Q: 3 clusters Score -9635229 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Mstep: Class 2 contains 9483 members 
Entering Unmasked Estep 
Score: -9635374.000000 Penalty: 5376.432129
	Iteration 16Q: 3 clusters Score -9635374 nChanged 702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42193 members 
Mstep: Class 2 contains 8807 members 
Entering Unmasked Estep 
Score: -9635570.000000 Penalty: 5376.432129
	Iteration 17Q: 3 clusters Score -9635570 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42862 members 
Mstep: Class 2 contains 8138 members 
Entering Unmasked Estep 
Score: -9635679.000000 Penalty: 5376.432129
	Iteration 18Q: 3 clusters Score -9635679 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43534 members 
Mstep: Class 2 contains 7466 members 
Entering Unmasked Estep 
Score: -9635722.000000 Penalty: 5376.432129
	Iteration 19Q: 3 clusters Score -9635722 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 6793 members 
Entering Unmasked Estep 
Score: -9635753.000000 Penalty: 5376.432129
	Iteration 20F: 3 clusters Score -9635753 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44888 members 
Mstep: Class 2 contains 6112 members 
Entering Unmasked Estep 
Score: -9635791.000000 Penalty: 5376.432129
	Iteration 21Q: 3 clusters Score -9635791 nChanged 675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45561 members 
Mstep: Class 2 contains 5439 members 
Entering Unmasked Estep 
Score: -9635797.000000 Penalty: 5376.432129
	Iteration 22Q: 3 clusters Score -9635797 nChanged 667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46228 members 
Mstep: Class 2 contains 4772 members 
Entering Unmasked Estep 
Score: -9635730.000000 Penalty: 5376.432129
	Iteration 23Q: 3 clusters Score -9635730 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46858 members 
Mstep: Class 2 contains 4142 members 
Entering Unmasked Estep 
Score: -9635686.000000 Penalty: 5376.432129
	Iteration 24Q: 3 clusters Score -9635686 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47449 members 
Mstep: Class 2 contains 3551 members 
Entering Unmasked Estep 
Score: -9635650.000000 Penalty: 5376.432129
	Iteration 25Q: 3 clusters Score -9635650 nChanged 531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47980 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -9635616.000000 Penalty: 5376.432129
	Iteration 26Q: 3 clusters Score -9635616 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48435 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -9635574.000000 Penalty: 5376.432129
	Iteration 27Q: 3 clusters Score -9635574 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48804 members 
Mstep: Class 2 contains 2196 members 
Entering Unmasked Estep 
Score: -9635519.000000 Penalty: 5376.432129
	Iteration 28Q: 3 clusters Score -9635519 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49123 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -9635484.000000 Penalty: 5376.432129
	Iteration 29Q: 3 clusters Score -9635484 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49372 members 
Mstep: Class 2 contains 1628 members 
Entering Unmasked Estep 
Score: -9635408.000000 Penalty: 5376.432129
	Iteration 30Q: 3 clusters Score -9635408 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49566 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -9635349.000000 Penalty: 5376.432129
	Iteration 31Q: 3 clusters Score -9635349 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49728 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -9635347.000000 Penalty: 5376.432129
	Iteration 32Q: 3 clusters Score -9635347 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49864 members 
Mstep: Class 2 contains 1136 members 
Entering Unmasked Estep 
Score: -9635315.000000 Penalty: 5376.432129
	Iteration 33Q: 3 clusters Score -9635315 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49980 members 
Mstep: Class 2 contains 1020 members 
Entering Unmasked Estep 
Score: -9635342.000000 Penalty: 5376.432129
	Iteration 34Q: 3 clusters Score -9635342 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50071 members 
Mstep: Class 2 contains 929 members 
Entering Unmasked Estep 
Score: -9635359.000000 Penalty: 5376.432129
	Iteration 35Q: 3 clusters Score -9635359 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50152 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -9635381.000000 Penalty: 5376.432129
	Iteration 36Q: 3 clusters Score -9635381 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50219 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -9635409.000000 Penalty: 5376.432129
	Iteration 37Q: 3 clusters Score -9635409 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50275 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -9635412.000000 Penalty: 5376.432129
	Iteration 38Q: 3 clusters Score -9635412 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50322 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -9635427.000000 Penalty: 5376.432129
	Iteration 39Q: 3 clusters Score -9635427 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50352 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -9635431.000000 Penalty: 5376.432129
	Iteration 40F: 3 clusters Score -9635431 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50375 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -9635434.000000 Penalty: 5376.432129
	Iteration 41Q: 3 clusters Score -9635434 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50399 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -9635440.000000 Penalty: 5376.432129
	Iteration 42Q: 3 clusters Score -9635440 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50417 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -9635432.000000 Penalty: 5376.432129
	Iteration 43Q: 3 clusters Score -9635432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50424 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -9635440.000000 Penalty: 5376.432129
	Iteration 44Q: 3 clusters Score -9635440 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50429 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -9635441.000000 Penalty: 5376.432129
	Iteration 45Q: 3 clusters Score -9635441 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50435 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -9635436.000000 Penalty: 5376.432129
	Iteration 46Q: 3 clusters Score -9635436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50438 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9635435.000000 Penalty: 5376.432129
	Iteration 47Q: 3 clusters Score -9635435 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9635440.000000 Penalty: 5376.432129
	Iteration 48Q: 3 clusters Score -9635440 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50439 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -9635440.000000 Penalty: 5376.432129
	Iteration 49F: 3 clusters Score -9635440 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4097 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4097 members 
Entering Unmasked Estep 
Score: -767830.562500 Penalty: 2062.866455
	Iteration 0F: 2 clusters Score -767830.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2093 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -763938.062500 Penalty: 4125.732910
	Iteration 0F: 3 clusters Score -763938.1 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 1878 members 
Entering Unmasked Estep 
Score: -764852.500000 Penalty: 4125.732910
	Iteration 1F: 3 clusters Score -764852.5 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2301 members 
Mstep: Class 2 contains 1796 members 
Entering Unmasked Estep 
Score: -765029.187500 Penalty: 4125.732910
	Iteration 2F: 3 clusters Score -765029.2 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2387 members 
Mstep: Class 2 contains 1710 members 
Entering Unmasked Estep 
Score: -765141.062500 Penalty: 4125.732910
	Iteration 3Q: 3 clusters Score -765141.1 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -765219.687500 Penalty: 4125.732910
	Iteration 4Q: 3 clusters Score -765219.7 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2563 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -765292.000000 Penalty: 4125.732910
	Iteration 5Q: 3 clusters Score -765292 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 1456 members 
Entering Unmasked Estep 
Score: -765357.125000 Penalty: 4125.732910
	Iteration 6Q: 3 clusters Score -765357.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2725 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -765414.812500 Penalty: 4125.732910
	Iteration 7Q: 3 clusters Score -765414.8 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -765471.000000 Penalty: 4125.732910
	Iteration 8Q: 3 clusters Score -765471 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2888 members 
Mstep: Class 2 contains 1209 members 
Entering Unmasked Estep 
Score: -765539.312500 Penalty: 4125.732910
	Iteration 9Q: 3 clusters Score -765539.3 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2974 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -765619.500000 Penalty: 4125.732910
	Iteration 10Q: 3 clusters Score -765619.5 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3062 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -765706.375000 Penalty: 4125.732910
	Iteration 11Q: 3 clusters Score -765706.4 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3149 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -765788.250000 Penalty: 4125.732910
	Iteration 12Q: 3 clusters Score -765788.2 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3234 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -765868.000000 Penalty: 4125.732910
	Iteration 13Q: 3 clusters Score -765868 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3294 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -765927.250000 Penalty: 4125.732910
	Iteration 14Q: 3 clusters Score -765927.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -765976.687500 Penalty: 4125.732910
	Iteration 15Q: 3 clusters Score -765976.7 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3402 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -766011.437500 Penalty: 4125.732910
	Iteration 16Q: 3 clusters Score -766011.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3429 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -766040.625000 Penalty: 4125.732910
	Iteration 17Q: 3 clusters Score -766040.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3454 members 
Mstep: Class 2 contains 643 members 
Entering Unmasked Estep 
Score: -766070.375000 Penalty: 4125.732910
	Iteration 18Q: 3 clusters Score -766070.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -766094.187500 Penalty: 4125.732910
	Iteration 19Q: 3 clusters Score -766094.2 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3508 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -766114.937500 Penalty: 4125.732910
	Iteration 20F: 3 clusters Score -766114.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3527 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -766126.000000 Penalty: 4125.732910
	Iteration 21Q: 3 clusters Score -766126 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -766139.375000 Penalty: 4125.732910
	Iteration 22Q: 3 clusters Score -766139.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -766149.812500 Penalty: 4125.732910
	Iteration 23Q: 3 clusters Score -766149.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -766155.750000 Penalty: 4125.732910
	Iteration 24Q: 3 clusters Score -766155.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -766158.125000 Penalty: 4125.732910
	Iteration 25Q: 3 clusters Score -766158.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -766158.812500 Penalty: 4125.732910
	Iteration 26Q: 3 clusters Score -766158.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -766159.312500 Penalty: 4125.732910
	Iteration 27Q: 3 clusters Score -766159.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -766159.312500 Penalty: 4125.732910
	Iteration 28F: 3 clusters Score -766159.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (11038 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11038 members 
Entering Unmasked Estep 
Score: -2154067.750000 Penalty: 2308.656494
	Iteration 0F: 2 clusters Score -2154068 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5536 members 
Mstep: Class 2 contains 5502 members 
Entering Unmasked Estep 
Score: -2145734.500000 Penalty: 4617.312988
	Iteration 0F: 3 clusters Score -2145734 nChanged 4618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5500 members 
Mstep: Class 2 contains 5538 members 
Entering Unmasked Estep 
Score: -2148198.500000 Penalty: 4617.312988
	Iteration 1F: 3 clusters Score -2148198 nChanged 629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5445 members 
Mstep: Class 2 contains 5593 members 
Entering Unmasked Estep 
Score: -2148442.750000 Penalty: 4617.312988
	Iteration 2F: 3 clusters Score -2148443 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5399 members 
Mstep: Class 2 contains 5639 members 
Entering Unmasked Estep 
Score: -2148654.500000 Penalty: 4617.312988
	Iteration 3Q: 3 clusters Score -2148654 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 5688 members 
Entering Unmasked Estep 
Score: -2148829.500000 Penalty: 4617.312988
	Iteration 4Q: 3 clusters Score -2148830 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5285 members 
Mstep: Class 2 contains 5753 members 
Entering Unmasked Estep 
Score: -2148940.750000 Penalty: 4617.312988
	Iteration 5Q: 3 clusters Score -2148941 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5204 members 
Mstep: Class 2 contains 5834 members 
Entering Unmasked Estep 
Score: -2149029.250000 Penalty: 4617.312988
	Iteration 6Q: 3 clusters Score -2149029 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5094 members 
Mstep: Class 2 contains 5944 members 
Entering Unmasked Estep 
Score: -2149110.250000 Penalty: 4617.312988
	Iteration 7Q: 3 clusters Score -2149110 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4966 members 
Mstep: Class 2 contains 6072 members 
Entering Unmasked Estep 
Score: -2149188.250000 Penalty: 4617.312988
	Iteration 8Q: 3 clusters Score -2149188 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4867 members 
Mstep: Class 2 contains 6171 members 
Entering Unmasked Estep 
Score: -2149266.000000 Penalty: 4617.312988
	Iteration 9Q: 3 clusters Score -2149266 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4765 members 
Mstep: Class 2 contains 6273 members 
Entering Unmasked Estep 
Score: -2149353.500000 Penalty: 4617.312988
	Iteration 10Q: 3 clusters Score -2149354 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4625 members 
Mstep: Class 2 contains 6413 members 
Entering Unmasked Estep 
Score: -2149436.500000 Penalty: 4617.312988
	Iteration 11Q: 3 clusters Score -2149436 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4468 members 
Mstep: Class 2 contains 6570 members 
Entering Unmasked Estep 
Score: -2149528.500000 Penalty: 4617.312988
	Iteration 12Q: 3 clusters Score -2149528 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 6719 members 
Entering Unmasked Estep 
Score: -2149613.250000 Penalty: 4617.312988
	Iteration 13Q: 3 clusters Score -2149613 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4146 members 
Mstep: Class 2 contains 6892 members 
Entering Unmasked Estep 
Score: -2149706.000000 Penalty: 4617.312988
	Iteration 14Q: 3 clusters Score -2149706 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 7098 members 
Entering Unmasked Estep 
Score: -2149804.750000 Penalty: 4617.312988
	Iteration 15Q: 3 clusters Score -2149805 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 7345 members 
Entering Unmasked Estep 
Score: -2149926.750000 Penalty: 4617.312988
	Iteration 16Q: 3 clusters Score -2149927 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 7595 members 
Entering Unmasked Estep 
Score: -2150052.000000 Penalty: 4617.312988
	Iteration 17Q: 3 clusters Score -2150052 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 7844 members 
Entering Unmasked Estep 
Score: -2150179.750000 Penalty: 4617.312988
	Iteration 18Q: 3 clusters Score -2150180 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2926 members 
Mstep: Class 2 contains 8112 members 
Entering Unmasked Estep 
Score: -2150352.000000 Penalty: 4617.312988
	Iteration 19Q: 3 clusters Score -2150352 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2634 members 
Mstep: Class 2 contains 8404 members 
Entering Unmasked Estep 
Score: -2150514.500000 Penalty: 4617.312988
	Iteration 20F: 3 clusters Score -2150514 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 8718 members 
Entering Unmasked Estep 
Score: -2150737.500000 Penalty: 4617.312988
	Iteration 21Q: 3 clusters Score -2150738 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 9037 members 
Entering Unmasked Estep 
Score: -2151009.250000 Penalty: 4617.312988
	Iteration 22Q: 3 clusters Score -2151009 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1711 members 
Mstep: Class 2 contains 9327 members 
Entering Unmasked Estep 
Score: -2151291.500000 Penalty: 4617.312988
	Iteration 23Q: 3 clusters Score -2151292 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1478 members 
Mstep: Class 2 contains 9560 members 
Entering Unmasked Estep 
Score: -2151508.750000 Penalty: 4617.312988
	Iteration 24Q: 3 clusters Score -2151509 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1330 members 
Mstep: Class 2 contains 9708 members 
Entering Unmasked Estep 
Score: -2151658.000000 Penalty: 4617.312988
	Iteration 25Q: 3 clusters Score -2151658 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 9829 members 
Entering Unmasked Estep 
Score: -2151777.750000 Penalty: 4617.312988
	Iteration 26Q: 3 clusters Score -2151778 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 9917 members 
Entering Unmasked Estep 
Score: -2151850.500000 Penalty: 4617.312988
	Iteration 27Q: 3 clusters Score -2151850 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 9984 members 
Entering Unmasked Estep 
Score: -2151896.000000 Penalty: 4617.312988
	Iteration 28Q: 3 clusters Score -2151896 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 10042 members 
Entering Unmasked Estep 
Score: -2151943.750000 Penalty: 4617.312988
	Iteration 29Q: 3 clusters Score -2151944 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 10088 members 
Entering Unmasked Estep 
Score: -2151976.000000 Penalty: 4617.312988
	Iteration 30Q: 3 clusters Score -2151976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 10124 members 
Entering Unmasked Estep 
Score: -2151997.750000 Penalty: 4617.312988
	Iteration 31Q: 3 clusters Score -2151998 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -2152014.750000 Penalty: 4617.312988
	Iteration 32Q: 3 clusters Score -2152015 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 10177 members 
Entering Unmasked Estep 
Score: -2152034.750000 Penalty: 4617.312988
	Iteration 33Q: 3 clusters Score -2152035 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 10201 members 
Entering Unmasked Estep 
Score: -2152047.250000 Penalty: 4617.312988
	Iteration 34Q: 3 clusters Score -2152047 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 10219 members 
Entering Unmasked Estep 
Score: -2152062.250000 Penalty: 4617.312988
	Iteration 35Q: 3 clusters Score -2152062 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 10231 members 
Entering Unmasked Estep 
Score: -2152074.000000 Penalty: 4617.312988
	Iteration 36Q: 3 clusters Score -2152074 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 10243 members 
Entering Unmasked Estep 
Score: -2152080.500000 Penalty: 4617.312988
	Iteration 37Q: 3 clusters Score -2152080 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 10252 members 
Entering Unmasked Estep 
Score: -2152079.250000 Penalty: 4617.312988
	Iteration 38Q: 3 clusters Score -2152079 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 782 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -2152082.000000 Penalty: 4617.312988
	Iteration 39Q: 3 clusters Score -2152082 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -2152083.500000 Penalty: 4617.312988
	Iteration 40F: 3 clusters Score -2152084 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 10261 members 
Entering Unmasked Estep 
Score: -2152083.000000 Penalty: 4617.312988
	Iteration 41Q: 3 clusters Score -2152083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 10262 members 
Entering Unmasked Estep 
Score: -2152083.000000 Penalty: 4617.312988
	Iteration 42Q: 3 clusters Score -2152083 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 10263 members 
Entering Unmasked Estep 
Score: -2152086.000000 Penalty: 4617.312988
	Iteration 43Q: 3 clusters Score -2152086 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 10265 members 
Entering Unmasked Estep 
Score: -2152085.750000 Penalty: 4617.312988
	Iteration 44Q: 3 clusters Score -2152086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 10266 members 
Entering Unmasked Estep 
Score: -2152086.000000 Penalty: 4617.312988
	Iteration 45Q: 3 clusters Score -2152086 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 771 members 
Mstep: Class 2 contains 10267 members 
Entering Unmasked Estep 
Score: -2152089.500000 Penalty: 4617.312988
	Iteration 46Q: 3 clusters Score -2152090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 10270 members 
Entering Unmasked Estep 
Score: -2152090.500000 Penalty: 4617.312988
	Iteration 47Q: 3 clusters Score -2152090 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -2152089.250000 Penalty: 4617.312988
	Iteration 48Q: 3 clusters Score -2152089 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 10273 members 
Entering Unmasked Estep 
Score: -2152091.250000 Penalty: 4617.312988
	Iteration 49Q: 3 clusters Score -2152091 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 10274 members 
Entering Unmasked Estep 
Score: -2152089.750000 Penalty: 4617.312988
	Iteration 50Q: 3 clusters Score -2152090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 10277 members 
Entering Unmasked Estep 
Score: -2152091.000000 Penalty: 4617.312988
	Iteration 51Q: 3 clusters Score -2152091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 10280 members 
Entering Unmasked Estep 
Score: -2152093.000000 Penalty: 4617.312988
	Iteration 52Q: 3 clusters Score -2152093 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 10284 members 
Entering Unmasked Estep 
Score: -2152100.000000 Penalty: 4617.312988
	Iteration 53Q: 3 clusters Score -2152100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -2152102.750000 Penalty: 4617.312988
	Iteration 54Q: 3 clusters Score -2152103 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 10296 members 
Entering Unmasked Estep 
Score: -2152107.250000 Penalty: 4617.312988
	Iteration 55Q: 3 clusters Score -2152107 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -2152110.000000 Penalty: 4617.312988
	Iteration 56Q: 3 clusters Score -2152110 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2152113.750000 Penalty: 4617.312988
	Iteration 57Q: 3 clusters Score -2152114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2152113.000000 Penalty: 4617.312988
	Iteration 58Q: 3 clusters Score -2152113 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 10308 members 
Entering Unmasked Estep 
Score: -2152115.250000 Penalty: 4617.312988
	Iteration 59Q: 3 clusters Score -2152115 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 10309 members 
Entering Unmasked Estep 
Score: -2152112.000000 Penalty: 4617.312988
	Iteration 60F: 3 clusters Score -2152112 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2152111.500000 Penalty: 4617.312988
	Iteration 61Q: 3 clusters Score -2152112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -2152111.500000 Penalty: 4617.312988
	Iteration 62F: 3 clusters Score -2152112 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (58011 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58011 members 
Entering Unmasked Estep 
Score: -10516610.000000 Penalty: 2720.160156
	Iteration 0F: 2 clusters Score -1.051661e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 28910 members 
Entering Unmasked Estep 
Score: -10478503.000000 Penalty: 5440.320312
	Iteration 0F: 3 clusters Score -1.04785e+07 nChanged 26803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30040 members 
Mstep: Class 2 contains 27971 members 
Entering Unmasked Estep 
Score: -10493166.000000 Penalty: 5440.320312
	Iteration 1F: 3 clusters Score -1.049317e+07 nChanged 2264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30698 members 
Mstep: Class 2 contains 27313 members 
Entering Unmasked Estep 
Score: -10493767.000000 Penalty: 5440.320312
	Iteration 2Q: 3 clusters Score -1.049377e+07 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31751 members 
Mstep: Class 2 contains 26260 members 
Entering Unmasked Estep 
Score: -10494342.000000 Penalty: 5440.320312
	Iteration 3Q: 3 clusters Score -1.049434e+07 nChanged 2331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33242 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -10495163.000000 Penalty: 5440.320312
	Iteration 4Q: 3 clusters Score -1.049516e+07 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35317 members 
Mstep: Class 2 contains 22694 members 
Entering Unmasked Estep 
Score: -10496213.000000 Penalty: 5440.320312
	Iteration 5Q: 3 clusters Score -1.049621e+07 nChanged 3149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38184 members 
Mstep: Class 2 contains 19827 members 
Entering Unmasked Estep 
Score: -10497826.000000 Penalty: 5440.320312
	Iteration 6F: 3 clusters Score -1.049783e+07 nChanged 3770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41830 members 
Mstep: Class 2 contains 16181 members 
Entering Unmasked Estep 
Score: -10500157.000000 Penalty: 5440.320312
	Iteration 7F: 3 clusters Score -1.050016e+07 nChanged 4423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46201 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -10503698.000000 Penalty: 5440.320312
	Iteration 8F: 3 clusters Score -1.05037e+07 nChanged 4416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 7410 members 
Entering Unmasked Estep 
Score: -10507514.000000 Penalty: 5440.320312
	Iteration 9F: 3 clusters Score -1.050751e+07 nChanged 3482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54075 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -10510739.000000 Penalty: 5440.320312
	Iteration 10F: 3 clusters Score -1.051074e+07 nChanged 2041
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56104 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -10512541.000000 Penalty: 5440.320312
	Iteration 11Q: 3 clusters Score -1.051254e+07 nChanged 956
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57054 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -10513415.000000 Penalty: 5440.320312
	Iteration 12Q: 3 clusters Score -1.051342e+07 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57410 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10513772.000000 Penalty: 5440.320312
	Iteration 13Q: 3 clusters Score -1.051377e+07 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57562 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -10513978.000000 Penalty: 5440.320312
	Iteration 14Q: 3 clusters Score -1.051398e+07 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57628 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -10514069.000000 Penalty: 5440.320312
	Iteration 15Q: 3 clusters Score -1.051407e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57659 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -10514120.000000 Penalty: 5440.320312
	Iteration 16Q: 3 clusters Score -1.051412e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57681 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -10514163.000000 Penalty: 5440.320312
	Iteration 17Q: 3 clusters Score -1.051416e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57692 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -10514193.000000 Penalty: 5440.320312
	Iteration 18Q: 3 clusters Score -1.051419e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57703 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -10514203.000000 Penalty: 5440.320312
	Iteration 19Q: 3 clusters Score -1.05142e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57706 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -10514219.000000 Penalty: 5440.320312
	Iteration 20F: 3 clusters Score -1.051422e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57707 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -10514223.000000 Penalty: 5440.320312
	Iteration 21Q: 3 clusters Score -1.051422e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57710 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -10514240.000000 Penalty: 5440.320312
	Iteration 22Q: 3 clusters Score -1.051424e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57715 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -10514246.000000 Penalty: 5440.320312
	Iteration 23Q: 3 clusters Score -1.051425e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57719 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -10514248.000000 Penalty: 5440.320312
	Iteration 24Q: 3 clusters Score -1.051425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10514254.000000 Penalty: 5440.320312
	Iteration 25Q: 3 clusters Score -1.051425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10514248.000000 Penalty: 5440.320312
	Iteration 26Q: 3 clusters Score -1.051425e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10514254.000000 Penalty: 5440.320312
	Iteration 27Q: 3 clusters Score -1.051425e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57721 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -10514254.000000 Penalty: 5440.320312
	Iteration 28F: 3 clusters Score -1.051425e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (21407 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21407 members 
Entering Unmasked Estep 
Score: -4253660.000000 Penalty: 2472.925537
	Iteration 0F: 2 clusters Score -4253660 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10643 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -4238737.500000 Penalty: 4945.851074
	Iteration 0F: 3 clusters Score -4238738 nChanged 9407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10206 members 
Mstep: Class 2 contains 11201 members 
Entering Unmasked Estep 
Score: -4243768.000000 Penalty: 4945.851074
	Iteration 1F: 3 clusters Score -4243768 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9953 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -4244158.000000 Penalty: 4945.851074
	Iteration 2F: 3 clusters Score -4244158 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9665 members 
Mstep: Class 2 contains 11742 members 
Entering Unmasked Estep 
Score: -4244451.500000 Penalty: 4945.851074
	Iteration 3Q: 3 clusters Score -4244452 nChanged 840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9249 members 
Mstep: Class 2 contains 12158 members 
Entering Unmasked Estep 
Score: -4244750.000000 Penalty: 4945.851074
	Iteration 4Q: 3 clusters Score -4244750 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8717 members 
Mstep: Class 2 contains 12690 members 
Entering Unmasked Estep 
Score: -4245046.500000 Penalty: 4945.851074
	Iteration 5Q: 3 clusters Score -4245046 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8050 members 
Mstep: Class 2 contains 13357 members 
Entering Unmasked Estep 
Score: -4245390.500000 Penalty: 4945.851074
	Iteration 6Q: 3 clusters Score -4245390 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7266 members 
Mstep: Class 2 contains 14141 members 
Entering Unmasked Estep 
Score: -4245794.000000 Penalty: 4945.851074
	Iteration 7Q: 3 clusters Score -4245794 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6310 members 
Mstep: Class 2 contains 15097 members 
Entering Unmasked Estep 
Score: -4246372.000000 Penalty: 4945.851074
	Iteration 8Q: 3 clusters Score -4246372 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 16179 members 
Entering Unmasked Estep 
Score: -4247099.500000 Penalty: 4945.851074
	Iteration 9F: 3 clusters Score -4247100 nChanged 1234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4010 members 
Mstep: Class 2 contains 17397 members 
Entering Unmasked Estep 
Score: -4248005.500000 Penalty: 4945.851074
	Iteration 10F: 3 clusters Score -4248006 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2816 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -4249001.000000 Penalty: 4945.851074
	Iteration 11F: 3 clusters Score -4249001 nChanged 1015
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 19598 members 
Entering Unmasked Estep 
Score: -4249930.000000 Penalty: 4945.851074
	Iteration 12Q: 3 clusters Score -4249930 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 20289 members 
Entering Unmasked Estep 
Score: -4250561.500000 Penalty: 4945.851074
	Iteration 13Q: 3 clusters Score -4250562 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -4250929.500000 Penalty: 4945.851074
	Iteration 14Q: 3 clusters Score -4250930 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 20862 members 
Entering Unmasked Estep 
Score: -4251142.500000 Penalty: 4945.851074
	Iteration 15Q: 3 clusters Score -4251142 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 20967 members 
Entering Unmasked Estep 
Score: -4251280.000000 Penalty: 4945.851074
	Iteration 16Q: 3 clusters Score -4251280 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4251351.000000 Penalty: 4945.851074
	Iteration 17Q: 3 clusters Score -4251351 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 21058 members 
Entering Unmasked Estep 
Score: -4251408.500000 Penalty: 4945.851074
	Iteration 18Q: 3 clusters Score -4251408 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 21081 members 
Entering Unmasked Estep 
Score: -4251442.500000 Penalty: 4945.851074
	Iteration 19Q: 3 clusters Score -4251442 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 21090 members 
Entering Unmasked Estep 
Score: -4251465.000000 Penalty: 4945.851074
	Iteration 20F: 3 clusters Score -4251465 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 21100 members 
Entering Unmasked Estep 
Score: -4251478.500000 Penalty: 4945.851074
	Iteration 21Q: 3 clusters Score -4251478 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -4251484.500000 Penalty: 4945.851074
	Iteration 22Q: 3 clusters Score -4251484 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 21102 members 
Entering Unmasked Estep 
Score: -4251484.500000 Penalty: 4945.851074
	Iteration 23F: 3 clusters Score -4251484 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42687 members 
Entering Unmasked Estep 
Score: -8178554.500000 Penalty: 2644.089111
	Iteration 0F: 2 clusters Score -8178554 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21344 members 
Entering Unmasked Estep 
Score: -8152495.000000 Penalty: 5288.178223
	Iteration 0F: 3 clusters Score -8152495 nChanged 19755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21360 members 
Mstep: Class 2 contains 21327 members 
Entering Unmasked Estep 
Score: -8163381.500000 Penalty: 5288.178223
	Iteration 1F: 3 clusters Score -8163382 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21324 members 
Mstep: Class 2 contains 21363 members 
Entering Unmasked Estep 
Score: -8163790.500000 Penalty: 5288.178223
	Iteration 2Q: 3 clusters Score -8163790 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21302 members 
Mstep: Class 2 contains 21385 members 
Entering Unmasked Estep 
Score: -8164216.000000 Penalty: 5288.178223
	Iteration 3Q: 3 clusters Score -8164216 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21284 members 
Mstep: Class 2 contains 21403 members 
Entering Unmasked Estep 
Score: -8164522.500000 Penalty: 5288.178223
	Iteration 4Q: 3 clusters Score -8164522 nChanged 1255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 21454 members 
Entering Unmasked Estep 
Score: -8164794.500000 Penalty: 5288.178223
	Iteration 5Q: 3 clusters Score -8164794 nChanged 1196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 21496 members 
Entering Unmasked Estep 
Score: -8165110.500000 Penalty: 5288.178223
	Iteration 6Q: 3 clusters Score -8165110 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -8165396.500000 Penalty: 5288.178223
	Iteration 7Q: 3 clusters Score -8165396 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21223 members 
Mstep: Class 2 contains 21464 members 
Entering Unmasked Estep 
Score: -8165711.500000 Penalty: 5288.178223
	Iteration 8Q: 3 clusters Score -8165712 nChanged 1237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21278 members 
Mstep: Class 2 contains 21409 members 
Entering Unmasked Estep 
Score: -8166078.500000 Penalty: 5288.178223
	Iteration 9Q: 3 clusters Score -8166078 nChanged 1317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21391 members 
Mstep: Class 2 contains 21296 members 
Entering Unmasked Estep 
Score: -8166490.000000 Penalty: 5288.178223
	Iteration 10Q: 3 clusters Score -8166490 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21579 members 
Mstep: Class 2 contains 21108 members 
Entering Unmasked Estep 
Score: -8167077.500000 Penalty: 5288.178223
	Iteration 11Q: 3 clusters Score -8167078 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21794 members 
Mstep: Class 2 contains 20893 members 
Entering Unmasked Estep 
Score: -8168000.000000 Penalty: 5288.178223
	Iteration 12Q: 3 clusters Score -8168000 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21999 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -8169089.500000 Penalty: 5288.178223
	Iteration 13Q: 3 clusters Score -8169090 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22235 members 
Mstep: Class 2 contains 20452 members 
Entering Unmasked Estep 
Score: -8170290.500000 Penalty: 5288.178223
	Iteration 14Q: 3 clusters Score -8170290 nChanged 1825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22462 members 
Mstep: Class 2 contains 20225 members 
Entering Unmasked Estep 
Score: -8171156.000000 Penalty: 5288.178223
	Iteration 15Q: 3 clusters Score -8171156 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22668 members 
Mstep: Class 2 contains 20019 members 
Entering Unmasked Estep 
Score: -8171580.000000 Penalty: 5288.178223
	Iteration 16Q: 3 clusters Score -8171580 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -8171811.000000 Penalty: 5288.178223
	Iteration 17Q: 3 clusters Score -8171811 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23004 members 
Mstep: Class 2 contains 19683 members 
Entering Unmasked Estep 
Score: -8171910.500000 Penalty: 5288.178223
	Iteration 18Q: 3 clusters Score -8171910 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23175 members 
Mstep: Class 2 contains 19512 members 
Entering Unmasked Estep 
Score: -8171978.500000 Penalty: 5288.178223
	Iteration 19Q: 3 clusters Score -8171978 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 19351 members 
Entering Unmasked Estep 
Score: -8172023.000000 Penalty: 5288.178223
	Iteration 20F: 3 clusters Score -8172023 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23506 members 
Mstep: Class 2 contains 19181 members 
Entering Unmasked Estep 
Score: -8172077.000000 Penalty: 5288.178223
	Iteration 21Q: 3 clusters Score -8172077 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23680 members 
Mstep: Class 2 contains 19007 members 
Entering Unmasked Estep 
Score: -8172154.500000 Penalty: 5288.178223
	Iteration 22Q: 3 clusters Score -8172154 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23863 members 
Mstep: Class 2 contains 18824 members 
Entering Unmasked Estep 
Score: -8172190.500000 Penalty: 5288.178223
	Iteration 23Q: 3 clusters Score -8172190 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24060 members 
Mstep: Class 2 contains 18627 members 
Entering Unmasked Estep 
Score: -8172268.000000 Penalty: 5288.178223
	Iteration 24Q: 3 clusters Score -8172268 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24249 members 
Mstep: Class 2 contains 18438 members 
Entering Unmasked Estep 
Score: -8172341.000000 Penalty: 5288.178223
	Iteration 25Q: 3 clusters Score -8172341 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 18228 members 
Entering Unmasked Estep 
Score: -8172475.500000 Penalty: 5288.178223
	Iteration 26Q: 3 clusters Score -8172476 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24683 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -8172557.500000 Penalty: 5288.178223
	Iteration 27Q: 3 clusters Score -8172558 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -8172630.000000 Penalty: 5288.178223
	Iteration 28Q: 3 clusters Score -8172630 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25031 members 
Mstep: Class 2 contains 17656 members 
Entering Unmasked Estep 
Score: -8172762.000000 Penalty: 5288.178223
	Iteration 29Q: 3 clusters Score -8172762 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25225 members 
Mstep: Class 2 contains 17462 members 
Entering Unmasked Estep 
Score: -8172905.500000 Penalty: 5288.178223
	Iteration 30Q: 3 clusters Score -8172906 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25444 members 
Mstep: Class 2 contains 17243 members 
Entering Unmasked Estep 
Score: -8173057.500000 Penalty: 5288.178223
	Iteration 31Q: 3 clusters Score -8173058 nChanged 562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25658 members 
Mstep: Class 2 contains 17029 members 
Entering Unmasked Estep 
Score: -8173211.000000 Penalty: 5288.178223
	Iteration 32Q: 3 clusters Score -8173211 nChanged 544
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25840 members 
Mstep: Class 2 contains 16847 members 
Entering Unmasked Estep 
Score: -8173347.000000 Penalty: 5288.178223
	Iteration 33Q: 3 clusters Score -8173347 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25995 members 
Mstep: Class 2 contains 16692 members 
Entering Unmasked Estep 
Score: -8173440.500000 Penalty: 5288.178223
	Iteration 34Q: 3 clusters Score -8173440 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26112 members 
Mstep: Class 2 contains 16575 members 
Entering Unmasked Estep 
Score: -8173584.500000 Penalty: 5288.178223
	Iteration 35Q: 3 clusters Score -8173584 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26247 members 
Mstep: Class 2 contains 16440 members 
Entering Unmasked Estep 
Score: -8173596.000000 Penalty: 5288.178223
	Iteration 36Q: 3 clusters Score -8173596 nChanged 435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26344 members 
Mstep: Class 2 contains 16343 members 
Entering Unmasked Estep 
Score: -8173718.000000 Penalty: 5288.178223
	Iteration 37Q: 3 clusters Score -8173718 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26431 members 
Mstep: Class 2 contains 16256 members 
Entering Unmasked Estep 
Score: -8173797.500000 Penalty: 5288.178223
	Iteration 38Q: 3 clusters Score -8173798 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26481 members 
Mstep: Class 2 contains 16206 members 
Entering Unmasked Estep 
Score: -8173883.000000 Penalty: 5288.178223
	Iteration 39Q: 3 clusters Score -8173883 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26488 members 
Mstep: Class 2 contains 16199 members 
Entering Unmasked Estep 
Score: -8173937.000000 Penalty: 5288.178223
	Iteration 40F: 3 clusters Score -8173937 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26440 members 
Mstep: Class 2 contains 16247 members 
Entering Unmasked Estep 
Score: -8173980.000000 Penalty: 5288.178223
	Iteration 41Q: 3 clusters Score -8173980 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 16322 members 
Entering Unmasked Estep 
Score: -8174066.500000 Penalty: 5288.178223
	Iteration 42Q: 3 clusters Score -8174066 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26294 members 
Mstep: Class 2 contains 16393 members 
Entering Unmasked Estep 
Score: -8174092.500000 Penalty: 5288.178223
	Iteration 43Q: 3 clusters Score -8174092 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26202 members 
Mstep: Class 2 contains 16485 members 
Entering Unmasked Estep 
Score: -8174105.000000 Penalty: 5288.178223
	Iteration 44Q: 3 clusters Score -8174105 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26131 members 
Mstep: Class 2 contains 16556 members 
Entering Unmasked Estep 
Score: -8174126.000000 Penalty: 5288.178223
	Iteration 45Q: 3 clusters Score -8174126 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 16638 members 
Entering Unmasked Estep 
Score: -8174140.000000 Penalty: 5288.178223
	Iteration 46Q: 3 clusters Score -8174140 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25955 members 
Mstep: Class 2 contains 16732 members 
Entering Unmasked Estep 
Score: -8174172.500000 Penalty: 5288.178223
	Iteration 47Q: 3 clusters Score -8174172 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25857 members 
Mstep: Class 2 contains 16830 members 
Entering Unmasked Estep 
Score: -8174180.000000 Penalty: 5288.178223
	Iteration 48Q: 3 clusters Score -8174180 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25778 members 
Mstep: Class 2 contains 16909 members 
Entering Unmasked Estep 
Score: -8174192.500000 Penalty: 5288.178223
	Iteration 49Q: 3 clusters Score -8174192 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25703 members 
Mstep: Class 2 contains 16984 members 
Entering Unmasked Estep 
Score: -8174216.000000 Penalty: 5288.178223
	Iteration 50Q: 3 clusters Score -8174216 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25634 members 
Mstep: Class 2 contains 17053 members 
Entering Unmasked Estep 
Score: -8174235.000000 Penalty: 5288.178223
	Iteration 51Q: 3 clusters Score -8174235 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25563 members 
Mstep: Class 2 contains 17124 members 
Entering Unmasked Estep 
Score: -8174242.500000 Penalty: 5288.178223
	Iteration 52Q: 3 clusters Score -8174242 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25487 members 
Mstep: Class 2 contains 17200 members 
Entering Unmasked Estep 
Score: -8174241.000000 Penalty: 5288.178223
	Iteration 53Q: 3 clusters Score -8174241 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25396 members 
Mstep: Class 2 contains 17291 members 
Entering Unmasked Estep 
Score: -8174262.500000 Penalty: 5288.178223
	Iteration 54Q: 3 clusters Score -8174262 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 17372 members 
Entering Unmasked Estep 
Score: -8174249.000000 Penalty: 5288.178223
	Iteration 55Q: 3 clusters Score -8174249 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25263 members 
Mstep: Class 2 contains 17424 members 
Entering Unmasked Estep 
Score: -8174270.500000 Penalty: 5288.178223
	Iteration 56Q: 3 clusters Score -8174270 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 17483 members 
Entering Unmasked Estep 
Score: -8174278.000000 Penalty: 5288.178223
	Iteration 57Q: 3 clusters Score -8174278 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25132 members 
Mstep: Class 2 contains 17555 members 
Entering Unmasked Estep 
Score: -8174292.500000 Penalty: 5288.178223
	Iteration 58Q: 3 clusters Score -8174292 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25057 members 
Mstep: Class 2 contains 17630 members 
Entering Unmasked Estep 
Score: -8174300.500000 Penalty: 5288.178223
	Iteration 59Q: 3 clusters Score -8174300 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -8174325.000000 Penalty: 5288.178223
	Iteration 60F: 3 clusters Score -8174325 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24932 members 
Mstep: Class 2 contains 17755 members 
Entering Unmasked Estep 
Score: -8174314.000000 Penalty: 5288.178223
	Iteration 61Q: 3 clusters Score -8174314 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -8174309.000000 Penalty: 5288.178223
	Iteration 62Q: 3 clusters Score -8174309 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24812 members 
Mstep: Class 2 contains 17875 members 
Entering Unmasked Estep 
Score: -8174301.500000 Penalty: 5288.178223
	Iteration 63Q: 3 clusters Score -8174302 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24761 members 
Mstep: Class 2 contains 17926 members 
Entering Unmasked Estep 
Score: -8174305.000000 Penalty: 5288.178223
	Iteration 64Q: 3 clusters Score -8174305 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 17976 members 
Entering Unmasked Estep 
Score: -8174329.500000 Penalty: 5288.178223
	Iteration 65Q: 3 clusters Score -8174330 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24664 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -8174320.500000 Penalty: 5288.178223
	Iteration 66Q: 3 clusters Score -8174320 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 18068 members 
Entering Unmasked Estep 
Score: -8174334.500000 Penalty: 5288.178223
	Iteration 67Q: 3 clusters Score -8174334 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24572 members 
Mstep: Class 2 contains 18115 members 
Entering Unmasked Estep 
Score: -8174353.500000 Penalty: 5288.178223
	Iteration 68Q: 3 clusters Score -8174354 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24526 members 
Mstep: Class 2 contains 18161 members 
Entering Unmasked Estep 
Score: -8174357.000000 Penalty: 5288.178223
	Iteration 69Q: 3 clusters Score -8174357 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24479 members 
Mstep: Class 2 contains 18208 members 
Entering Unmasked Estep 
Score: -8174364.500000 Penalty: 5288.178223
	Iteration 70Q: 3 clusters Score -8174364 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24421 members 
Mstep: Class 2 contains 18266 members 
Entering Unmasked Estep 
Score: -8174373.000000 Penalty: 5288.178223
	Iteration 71Q: 3 clusters Score -8174373 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24370 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -8174354.000000 Penalty: 5288.178223
	Iteration 72Q: 3 clusters Score -8174354 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24331 members 
Mstep: Class 2 contains 18356 members 
Entering Unmasked Estep 
Score: -8174366.000000 Penalty: 5288.178223
	Iteration 73Q: 3 clusters Score -8174366 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24285 members 
Mstep: Class 2 contains 18402 members 
Entering Unmasked Estep 
Score: -8174364.000000 Penalty: 5288.178223
	Iteration 74Q: 3 clusters Score -8174364 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24251 members 
Mstep: Class 2 contains 18436 members 
Entering Unmasked Estep 
Score: -8174353.500000 Penalty: 5288.178223
	Iteration 75Q: 3 clusters Score -8174354 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24224 members 
Mstep: Class 2 contains 18463 members 
Entering Unmasked Estep 
Score: -8174359.000000 Penalty: 5288.178223
	Iteration 76Q: 3 clusters Score -8174359 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24203 members 
Mstep: Class 2 contains 18484 members 
Entering Unmasked Estep 
Score: -8174352.500000 Penalty: 5288.178223
	Iteration 77Q: 3 clusters Score -8174352 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24182 members 
Mstep: Class 2 contains 18505 members 
Entering Unmasked Estep 
Score: -8174359.500000 Penalty: 5288.178223
	Iteration 78Q: 3 clusters Score -8174360 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24159 members 
Mstep: Class 2 contains 18528 members 
Entering Unmasked Estep 
Score: -8174361.000000 Penalty: 5288.178223
	Iteration 79Q: 3 clusters Score -8174361 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24142 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -8174354.500000 Penalty: 5288.178223
	Iteration 80F: 3 clusters Score -8174354 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24123 members 
Mstep: Class 2 contains 18564 members 
Entering Unmasked Estep 
Score: -8174375.500000 Penalty: 5288.178223
	Iteration 81Q: 3 clusters Score -8174376 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24110 members 
Mstep: Class 2 contains 18577 members 
Entering Unmasked Estep 
Score: -8174367.000000 Penalty: 5288.178223
	Iteration 82Q: 3 clusters Score -8174367 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -8174373.000000 Penalty: 5288.178223
	Iteration 83Q: 3 clusters Score -8174373 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24090 members 
Mstep: Class 2 contains 18597 members 
Entering Unmasked Estep 
Score: -8174369.000000 Penalty: 5288.178223
	Iteration 84Q: 3 clusters Score -8174369 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24081 members 
Mstep: Class 2 contains 18606 members 
Entering Unmasked Estep 
Score: -8174372.500000 Penalty: 5288.178223
	Iteration 85Q: 3 clusters Score -8174372 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24069 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -8174385.000000 Penalty: 5288.178223
	Iteration 86Q: 3 clusters Score -8174385 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24064 members 
Mstep: Class 2 contains 18623 members 
Entering Unmasked Estep 
Score: -8174380.500000 Penalty: 5288.178223
	Iteration 87Q: 3 clusters Score -8174380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -8174382.500000 Penalty: 5288.178223
	Iteration 88Q: 3 clusters Score -8174382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24047 members 
Mstep: Class 2 contains 18640 members 
Entering Unmasked Estep 
Score: -8174384.500000 Penalty: 5288.178223
	Iteration 89Q: 3 clusters Score -8174384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24040 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -8174392.000000 Penalty: 5288.178223
	Iteration 90Q: 3 clusters Score -8174392 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24032 members 
Mstep: Class 2 contains 18655 members 
Entering Unmasked Estep 
Score: -8174397.500000 Penalty: 5288.178223
	Iteration 91Q: 3 clusters Score -8174398 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 18662 members 
Entering Unmasked Estep 
Score: -8174391.000000 Penalty: 5288.178223
	Iteration 92Q: 3 clusters Score -8174391 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24019 members 
Mstep: Class 2 contains 18668 members 
Entering Unmasked Estep 
Score: -8174385.000000 Penalty: 5288.178223
	Iteration 93Q: 3 clusters Score -8174385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24013 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -8174388.000000 Penalty: 5288.178223
	Iteration 94Q: 3 clusters Score -8174388 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24006 members 
Mstep: Class 2 contains 18681 members 
Entering Unmasked Estep 
Score: -8174378.500000 Penalty: 5288.178223
	Iteration 95Q: 3 clusters Score -8174378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24001 members 
Mstep: Class 2 contains 18686 members 
Entering Unmasked Estep 
Score: -8174383.500000 Penalty: 5288.178223
	Iteration 96Q: 3 clusters Score -8174384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23995 members 
Mstep: Class 2 contains 18692 members 
Entering Unmasked Estep 
Score: -8174379.000000 Penalty: 5288.178223
	Iteration 97Q: 3 clusters Score -8174379 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23990 members 
Mstep: Class 2 contains 18697 members 
Entering Unmasked Estep 
Score: -8174380.000000 Penalty: 5288.178223
	Iteration 98Q: 3 clusters Score -8174380 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23982 members 
Mstep: Class 2 contains 18705 members 
Entering Unmasked Estep 
Score: -8174375.500000 Penalty: 5288.178223
	Iteration 99Q: 3 clusters Score -8174376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23980 members 
Mstep: Class 2 contains 18707 members 
Entering Unmasked Estep 
Score: -8174387.000000 Penalty: 5288.178223
	Iteration 100F: 3 clusters Score -8174387 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23976 members 
Mstep: Class 2 contains 18711 members 
Entering Unmasked Estep 
Score: -8174376.500000 Penalty: 5288.178223
	Iteration 101Q: 3 clusters Score -8174376 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23969 members 
Mstep: Class 2 contains 18718 members 
Entering Unmasked Estep 
Score: -8174383.500000 Penalty: 5288.178223
	Iteration 102Q: 3 clusters Score -8174384 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23964 members 
Mstep: Class 2 contains 18723 members 
Entering Unmasked Estep 
Score: -8174383.000000 Penalty: 5288.178223
	Iteration 103Q: 3 clusters Score -8174383 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23958 members 
Mstep: Class 2 contains 18729 members 
Entering Unmasked Estep 
Score: -8174378.500000 Penalty: 5288.178223
	Iteration 104Q: 3 clusters Score -8174378 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23952 members 
Mstep: Class 2 contains 18735 members 
Entering Unmasked Estep 
Score: -8174383.000000 Penalty: 5288.178223
	Iteration 105Q: 3 clusters Score -8174383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23943 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -8174383.000000 Penalty: 5288.178223
	Iteration 106Q: 3 clusters Score -8174383 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23935 members 
Mstep: Class 2 contains 18752 members 
Entering Unmasked Estep 
Score: -8174383.000000 Penalty: 5288.178223
	Iteration 107Q: 3 clusters Score -8174383 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 18759 members 
Entering Unmasked Estep 
Score: -8174382.000000 Penalty: 5288.178223
	Iteration 108Q: 3 clusters Score -8174382 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23924 members 
Mstep: Class 2 contains 18763 members 
Entering Unmasked Estep 
Score: -8174373.000000 Penalty: 5288.178223
	Iteration 109Q: 3 clusters Score -8174373 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23919 members 
Mstep: Class 2 contains 18768 members 
Entering Unmasked Estep 
Score: -8174383.500000 Penalty: 5288.178223
	Iteration 110Q: 3 clusters Score -8174384 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23916 members 
Mstep: Class 2 contains 18771 members 
Entering Unmasked Estep 
Score: -8174392.000000 Penalty: 5288.178223
	Iteration 111Q: 3 clusters Score -8174392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23910 members 
Mstep: Class 2 contains 18777 members 
Entering Unmasked Estep 
Score: -8174385.500000 Penalty: 5288.178223
	Iteration 112Q: 3 clusters Score -8174386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23904 members 
Mstep: Class 2 contains 18783 members 
Entering Unmasked Estep 
Score: -8174386.500000 Penalty: 5288.178223
	Iteration 113Q: 3 clusters Score -8174386 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23898 members 
Mstep: Class 2 contains 18789 members 
Entering Unmasked Estep 
Score: -8174391.500000 Penalty: 5288.178223
	Iteration 114Q: 3 clusters Score -8174392 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23894 members 
Mstep: Class 2 contains 18793 members 
Entering Unmasked Estep 
Score: -8174393.000000 Penalty: 5288.178223
	Iteration 115Q: 3 clusters Score -8174393 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23889 members 
Mstep: Class 2 contains 18798 members 
Entering Unmasked Estep 
Score: -8174393.000000 Penalty: 5288.178223
	Iteration 116Q: 3 clusters Score -8174393 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23882 members 
Mstep: Class 2 contains 18805 members 
Entering Unmasked Estep 
Score: -8174394.000000 Penalty: 5288.178223
	Iteration 117Q: 3 clusters Score -8174394 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23874 members 
Mstep: Class 2 contains 18813 members 
Entering Unmasked Estep 
Score: -8174384.000000 Penalty: 5288.178223
	Iteration 118Q: 3 clusters Score -8174384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23866 members 
Mstep: Class 2 contains 18821 members 
Entering Unmasked Estep 
Score: -8174393.500000 Penalty: 5288.178223
	Iteration 119Q: 3 clusters Score -8174394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23857 members 
Mstep: Class 2 contains 18830 members 
Entering Unmasked Estep 
Score: -8174401.000000 Penalty: 5288.178223
	Iteration 120F: 3 clusters Score -8174401 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23854 members 
Mstep: Class 2 contains 18833 members 
Entering Unmasked Estep 
Score: -8174398.500000 Penalty: 5288.178223
	Iteration 121Q: 3 clusters Score -8174398 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23848 members 
Mstep: Class 2 contains 18839 members 
Entering Unmasked Estep 
Score: -8174398.500000 Penalty: 5288.178223
	Iteration 122Q: 3 clusters Score -8174398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23844 members 
Mstep: Class 2 contains 18843 members 
Entering Unmasked Estep 
Score: -8174398.000000 Penalty: 5288.178223
	Iteration 123Q: 3 clusters Score -8174398 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23842 members 
Mstep: Class 2 contains 18845 members 
Entering Unmasked Estep 
Score: -8174399.500000 Penalty: 5288.178223
	Iteration 124Q: 3 clusters Score -8174400 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23841 members 
Mstep: Class 2 contains 18846 members 
Entering Unmasked Estep 
Score: -8174403.000000 Penalty: 5288.178223
	Iteration 125Q: 3 clusters Score -8174403 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -8174398.000000 Penalty: 5288.178223
	Iteration 126Q: 3 clusters Score -8174398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23839 members 
Mstep: Class 2 contains 18848 members 
Entering Unmasked Estep 
Score: -8174398.000000 Penalty: 5288.178223
	Iteration 127F: 3 clusters Score -8174398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -23213.625000 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -23213.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22234.794922 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -22234.79 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22317.892578 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -22317.89 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22323.820312 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -22323.82 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 79 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -22323.820312 Penalty: 2514.176514
	Iteration 3F: 3 clusters Score -22323.82 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Entering Unmasked Estep 
Score: -307456.312500 Penalty: 1849.487061
	Iteration 0F: 2 clusters Score -307456.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -305165.906250 Penalty: 3698.974121
	Iteration 0F: 3 clusters Score -305165.9 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -305796.656250 Penalty: 3698.974121
	Iteration 1F: 3 clusters Score -305796.7 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -306115.281250 Penalty: 3698.974121
	Iteration 2F: 3 clusters Score -306115.3 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 684 members 
Entering Unmasked Estep 
Score: -306383.031250 Penalty: 3698.974121
	Iteration 3F: 3 clusters Score -306383 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -306594.562500 Penalty: 3698.974121
	Iteration 4F: 3 clusters Score -306594.6 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -306759.531250 Penalty: 3698.974121
	Iteration 5F: 3 clusters Score -306759.5 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -306936.562500 Penalty: 3698.974121
	Iteration 6Q: 3 clusters Score -306936.6 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -307033.812500 Penalty: 3698.974121
	Iteration 7Q: 3 clusters Score -307033.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -307078.781250 Penalty: 3698.974121
	Iteration 8Q: 3 clusters Score -307078.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -307100.093750 Penalty: 3698.974121
	Iteration 9Q: 3 clusters Score -307100.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -307111.906250 Penalty: 3698.974121
	Iteration 10Q: 3 clusters Score -307111.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -307122.656250 Penalty: 3698.974121
	Iteration 11Q: 3 clusters Score -307122.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -307130.531250 Penalty: 3698.974121
	Iteration 12Q: 3 clusters Score -307130.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1123 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -307133.062500 Penalty: 3698.974121
	Iteration 13Q: 3 clusters Score -307133.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -307136.375000 Penalty: 3698.974121
	Iteration 14Q: 3 clusters Score -307136.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -307140.531250 Penalty: 3698.974121
	Iteration 15Q: 3 clusters Score -307140.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -307142.937500 Penalty: 3698.974121
	Iteration 16Q: 3 clusters Score -307142.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -307145.875000 Penalty: 3698.974121
	Iteration 17F: 3 clusters Score -307145.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -307150.968750 Penalty: 3698.974121
	Iteration 18Q: 3 clusters Score -307151 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -307155.562500 Penalty: 3698.974121
	Iteration 19Q: 3 clusters Score -307155.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1118 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -307156.562500 Penalty: 3698.974121
	Iteration 20F: 3 clusters Score -307156.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 614 members 
Entering Unmasked Estep 
Score: -307157.312500 Penalty: 3698.974121
	Iteration 21Q: 3 clusters Score -307157.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -307157.750000 Penalty: 3698.974121
	Iteration 22Q: 3 clusters Score -307157.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -307157.750000 Penalty: 3698.974121
	Iteration 23F: 3 clusters Score -307157.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -46410.910156 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -46410.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 150 members 
Entering Unmasked Estep 
Score: -45232.664062 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -45232.66 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 118 members 
Entering Unmasked Estep 
Score: -45457.046875 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -45457.05 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -45541.785156 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -45541.79 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 95 members 
Entering Unmasked Estep 
Score: -45628.117188 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -45628.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -45719.070312 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -45719.07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 91 members 
Entering Unmasked Estep 
Score: -45792.148438 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -45792.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 93 members 
Entering Unmasked Estep 
Score: -45805.769531 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -45805.77 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -45816.929688 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -45816.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -45824.710938 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -45824.71 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 100 members 
Entering Unmasked Estep 
Score: -45832.382812 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -45832.38 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 216 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -45834.273438 Penalty: 2857.977539
	Iteration 10Q: 3 clusters Score -45834.27 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -45835.718750 Penalty: 2857.977539
	Iteration 11Q: 3 clusters Score -45835.72 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 103 members 
Entering Unmasked Estep 
Score: -45835.718750 Penalty: 2857.977539
	Iteration 12F: 3 clusters Score -45835.72 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (45197 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Entering Unmasked Estep 
Score: -8698317.000000 Penalty: 2658.259033
	Iteration 0F: 2 clusters Score -8698317 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 22532 members 
Entering Unmasked Estep 
Score: -8671626.000000 Penalty: 5316.518066
	Iteration 0F: 3 clusters Score -8671626 nChanged 20720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23533 members 
Mstep: Class 2 contains 21664 members 
Entering Unmasked Estep 
Score: -8683019.000000 Penalty: 5316.518066
	Iteration 1F: 3 clusters Score -8683019 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24191 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -8683508.000000 Penalty: 5316.518066
	Iteration 2Q: 3 clusters Score -8683508 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 20060 members 
Entering Unmasked Estep 
Score: -8684054.000000 Penalty: 5316.518066
	Iteration 3Q: 3 clusters Score -8684054 nChanged 1802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26321 members 
Mstep: Class 2 contains 18876 members 
Entering Unmasked Estep 
Score: -8684567.000000 Penalty: 5316.518066
	Iteration 4Q: 3 clusters Score -8684567 nChanged 1922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27821 members 
Mstep: Class 2 contains 17376 members 
Entering Unmasked Estep 
Score: -8685192.000000 Penalty: 5316.518066
	Iteration 5Q: 3 clusters Score -8685192 nChanged 2184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29793 members 
Mstep: Class 2 contains 15404 members 
Entering Unmasked Estep 
Score: -8686083.000000 Penalty: 5316.518066
	Iteration 6Q: 3 clusters Score -8686083 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32248 members 
Mstep: Class 2 contains 12949 members 
Entering Unmasked Estep 
Score: -8687444.000000 Penalty: 5316.518066
	Iteration 7F: 3 clusters Score -8687444 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35144 members 
Mstep: Class 2 contains 10053 members 
Entering Unmasked Estep 
Score: -8689185.000000 Penalty: 5316.518066
	Iteration 8F: 3 clusters Score -8689185 nChanged 2962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38070 members 
Mstep: Class 2 contains 7127 members 
Entering Unmasked Estep 
Score: -8691075.000000 Penalty: 5316.518066
	Iteration 9F: 3 clusters Score -8691075 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40475 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -8692921.000000 Penalty: 5316.518066
	Iteration 10F: 3 clusters Score -8692921 nChanged 1747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42208 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -8694177.000000 Penalty: 5316.518066
	Iteration 11Q: 3 clusters Score -8694177 nChanged 1091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43277 members 
Mstep: Class 2 contains 1920 members 
Entering Unmasked Estep 
Score: -8694966.000000 Penalty: 5316.518066
	Iteration 12Q: 3 clusters Score -8694966 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43859 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -8695384.000000 Penalty: 5316.518066
	Iteration 13Q: 3 clusters Score -8695384 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44184 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8695616.000000 Penalty: 5316.518066
	Iteration 14Q: 3 clusters Score -8695616 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44362 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -8695732.000000 Penalty: 5316.518066
	Iteration 15Q: 3 clusters Score -8695732 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44463 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -8695818.000000 Penalty: 5316.518066
	Iteration 16Q: 3 clusters Score -8695818 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44537 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -8695893.000000 Penalty: 5316.518066
	Iteration 17Q: 3 clusters Score -8695893 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44582 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -8695961.000000 Penalty: 5316.518066
	Iteration 18Q: 3 clusters Score -8695961 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44618 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -8695983.000000 Penalty: 5316.518066
	Iteration 19Q: 3 clusters Score -8695983 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44641 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -8696001.000000 Penalty: 5316.518066
	Iteration 20F: 3 clusters Score -8696001 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44665 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -8696004.000000 Penalty: 5316.518066
	Iteration 21Q: 3 clusters Score -8696004 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44677 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -8696011.000000 Penalty: 5316.518066
	Iteration 22Q: 3 clusters Score -8696011 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44680 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -8696021.000000 Penalty: 5316.518066
	Iteration 23Q: 3 clusters Score -8696021 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44683 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -8696026.000000 Penalty: 5316.518066
	Iteration 24Q: 3 clusters Score -8696026 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44688 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -8696040.000000 Penalty: 5316.518066
	Iteration 25Q: 3 clusters Score -8696040 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44695 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -8696034.000000 Penalty: 5316.518066
	Iteration 26Q: 3 clusters Score -8696034 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44700 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -8696038.000000 Penalty: 5316.518066
	Iteration 27Q: 3 clusters Score -8696038 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8696051.000000 Penalty: 5316.518066
	Iteration 28Q: 3 clusters Score -8696051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44706 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -8696050.000000 Penalty: 5316.518066
	Iteration 29Q: 3 clusters Score -8696050 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8696050.000000 Penalty: 5316.518066
	Iteration 30Q: 3 clusters Score -8696050 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44703 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -8696051.000000 Penalty: 5316.518066
	Iteration 31Q: 3 clusters Score -8696051 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44704 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -8696054.000000 Penalty: 5316.518066
	Iteration 32Q: 3 clusters Score -8696054 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44707 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -8696068.000000 Penalty: 5316.518066
	Iteration 33Q: 3 clusters Score -8696068 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -8696070.000000 Penalty: 5316.518066
	Iteration 34Q: 3 clusters Score -8696070 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44714 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -8696076.000000 Penalty: 5316.518066
	Iteration 35Q: 3 clusters Score -8696076 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44719 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -8696082.000000 Penalty: 5316.518066
	Iteration 36Q: 3 clusters Score -8696082 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8696084.000000 Penalty: 5316.518066
	Iteration 37Q: 3 clusters Score -8696084 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44721 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -8696081.000000 Penalty: 5316.518066
	Iteration 38Q: 3 clusters Score -8696081 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44722 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -8696086.000000 Penalty: 5316.518066
	Iteration 39Q: 3 clusters Score -8696086 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8696082.000000 Penalty: 5316.518066
	Iteration 40F: 3 clusters Score -8696082 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44723 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -8696080.000000 Penalty: 5316.518066
	Iteration 41Q: 3 clusters Score -8696080 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8696080.000000 Penalty: 5316.518066
	Iteration 42Q: 3 clusters Score -8696080 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44724 members 
Mstep: Class 2 contains 473 members 
Entering Unmasked Estep 
Score: -8696080.000000 Penalty: 5316.518066
	Iteration 43F: 3 clusters Score -8696080 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -204860.812500 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -204860.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -202860.343750 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -202860.3 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -203291.078125 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -203291.1 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -203569.437500 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -203569.4 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 433 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -203779.093750 Penalty: 3463.039551
	Iteration 3F: 3 clusters Score -203779.1 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -203940.359375 Penalty: 3463.039551
	Iteration 4F: 3 clusters Score -203940.4 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -204076.062500 Penalty: 3463.039551
	Iteration 5F: 3 clusters Score -204076.1 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -204180.218750 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -204180.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -204254.953125 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -204255 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -204285.328125 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -204285.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -204310.203125 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -204310.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -204334.046875 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -204334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -204352.187500 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -204352.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -204366.046875 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -204366 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -204373.421875 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -204373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -204376.953125 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -204377 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -204380.968750 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -204381 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -204387.359375 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -204387.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -204391.250000 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -204391.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -204393.437500 Penalty: 3463.039551
	Iteration 18Q: 3 clusters Score -204393.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -204398.640625 Penalty: 3463.039551
	Iteration 19Q: 3 clusters Score -204398.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -204402.843750 Penalty: 3463.039551
	Iteration 20F: 3 clusters Score -204402.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -204408.062500 Penalty: 3463.039551
	Iteration 21Q: 3 clusters Score -204408.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -204409.328125 Penalty: 3463.039551
	Iteration 22Q: 3 clusters Score -204409.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -204411.281250 Penalty: 3463.039551
	Iteration 23Q: 3 clusters Score -204411.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -204411.281250 Penalty: 3463.039551
	Iteration 24F: 3 clusters Score -204411.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (31459 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31459 members 
Entering Unmasked Estep 
Score: -6311797.000000 Penalty: 2568.397217
	Iteration 0F: 2 clusters Score -6311797 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 15672 members 
Entering Unmasked Estep 
Score: -6293248.500000 Penalty: 5136.794434
	Iteration 0F: 3 clusters Score -6293248 nChanged 14142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15999 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -6300974.000000 Penalty: 5136.794434
	Iteration 1F: 3 clusters Score -6300974 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16085 members 
Mstep: Class 2 contains 15374 members 
Entering Unmasked Estep 
Score: -6301492.500000 Penalty: 5136.794434
	Iteration 2Q: 3 clusters Score -6301492 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16172 members 
Mstep: Class 2 contains 15287 members 
Entering Unmasked Estep 
Score: -6302051.500000 Penalty: 5136.794434
	Iteration 3Q: 3 clusters Score -6302052 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -6302693.500000 Penalty: 5136.794434
	Iteration 4Q: 3 clusters Score -6302694 nChanged 1465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16317 members 
Mstep: Class 2 contains 15142 members 
Entering Unmasked Estep 
Score: -6303410.500000 Penalty: 5136.794434
	Iteration 5Q: 3 clusters Score -6303410 nChanged 1643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16404 members 
Mstep: Class 2 contains 15055 members 
Entering Unmasked Estep 
Score: -6304415.000000 Penalty: 5136.794434
	Iteration 6F: 3 clusters Score -6304415 nChanged 1709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16473 members 
Mstep: Class 2 contains 14986 members 
Entering Unmasked Estep 
Score: -6305545.000000 Penalty: 5136.794434
	Iteration 7F: 3 clusters Score -6305545 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16563 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -6307057.000000 Penalty: 5136.794434
	Iteration 8F: 3 clusters Score -6307057 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16642 members 
Mstep: Class 2 contains 14817 members 
Entering Unmasked Estep 
Score: -6308692.000000 Penalty: 5136.794434
	Iteration 9F: 3 clusters Score -6308692 nChanged 1689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16637 members 
Mstep: Class 2 contains 14822 members 
Entering Unmasked Estep 
Score: -6309775.500000 Penalty: 5136.794434
	Iteration 10F: 3 clusters Score -6309776 nChanged 1146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 14854 members 
Entering Unmasked Estep 
Score: -6310276.000000 Penalty: 5136.794434
	Iteration 11Q: 3 clusters Score -6310276 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16545 members 
Mstep: Class 2 contains 14914 members 
Entering Unmasked Estep 
Score: -6310460.500000 Penalty: 5136.794434
	Iteration 12Q: 3 clusters Score -6310460 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -6310555.500000 Penalty: 5136.794434
	Iteration 13Q: 3 clusters Score -6310556 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16388 members 
Mstep: Class 2 contains 15071 members 
Entering Unmasked Estep 
Score: -6310639.000000 Penalty: 5136.794434
	Iteration 14Q: 3 clusters Score -6310639 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16303 members 
Mstep: Class 2 contains 15156 members 
Entering Unmasked Estep 
Score: -6310711.000000 Penalty: 5136.794434
	Iteration 15Q: 3 clusters Score -6310711 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16243 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -6310757.000000 Penalty: 5136.794434
	Iteration 16Q: 3 clusters Score -6310757 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16162 members 
Mstep: Class 2 contains 15297 members 
Entering Unmasked Estep 
Score: -6310777.000000 Penalty: 5136.794434
	Iteration 17Q: 3 clusters Score -6310777 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -6310799.500000 Penalty: 5136.794434
	Iteration 18Q: 3 clusters Score -6310800 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15966 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -6310820.000000 Penalty: 5136.794434
	Iteration 19Q: 3 clusters Score -6310820 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15887 members 
Mstep: Class 2 contains 15572 members 
Entering Unmasked Estep 
Score: -6310855.000000 Penalty: 5136.794434
	Iteration 20F: 3 clusters Score -6310855 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15819 members 
Mstep: Class 2 contains 15640 members 
Entering Unmasked Estep 
Score: -6310852.500000 Penalty: 5136.794434
	Iteration 21Q: 3 clusters Score -6310852 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15728 members 
Mstep: Class 2 contains 15731 members 
Entering Unmasked Estep 
Score: -6310860.000000 Penalty: 5136.794434
	Iteration 22Q: 3 clusters Score -6310860 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15617 members 
Mstep: Class 2 contains 15842 members 
Entering Unmasked Estep 
Score: -6310847.000000 Penalty: 5136.794434
	Iteration 23Q: 3 clusters Score -6310847 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15500 members 
Mstep: Class 2 contains 15959 members 
Entering Unmasked Estep 
Score: -6310832.000000 Penalty: 5136.794434
	Iteration 24Q: 3 clusters Score -6310832 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15366 members 
Mstep: Class 2 contains 16093 members 
Entering Unmasked Estep 
Score: -6310806.000000 Penalty: 5136.794434
	Iteration 25Q: 3 clusters Score -6310806 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15215 members 
Mstep: Class 2 contains 16244 members 
Entering Unmasked Estep 
Score: -6310811.000000 Penalty: 5136.794434
	Iteration 26Q: 3 clusters Score -6310811 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15071 members 
Mstep: Class 2 contains 16388 members 
Entering Unmasked Estep 
Score: -6310800.000000 Penalty: 5136.794434
	Iteration 27Q: 3 clusters Score -6310800 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14929 members 
Mstep: Class 2 contains 16530 members 
Entering Unmasked Estep 
Score: -6310802.000000 Penalty: 5136.794434
	Iteration 28Q: 3 clusters Score -6310802 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14768 members 
Mstep: Class 2 contains 16691 members 
Entering Unmasked Estep 
Score: -6310805.500000 Penalty: 5136.794434
	Iteration 29Q: 3 clusters Score -6310806 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14600 members 
Mstep: Class 2 contains 16859 members 
Entering Unmasked Estep 
Score: -6310807.000000 Penalty: 5136.794434
	Iteration 30Q: 3 clusters Score -6310807 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14373 members 
Mstep: Class 2 contains 17086 members 
Entering Unmasked Estep 
Score: -6310797.000000 Penalty: 5136.794434
	Iteration 31Q: 3 clusters Score -6310797 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14155 members 
Mstep: Class 2 contains 17304 members 
Entering Unmasked Estep 
Score: -6310797.500000 Penalty: 5136.794434
	Iteration 32Q: 3 clusters Score -6310798 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13954 members 
Mstep: Class 2 contains 17505 members 
Entering Unmasked Estep 
Score: -6310803.000000 Penalty: 5136.794434
	Iteration 33Q: 3 clusters Score -6310803 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 17753 members 
Entering Unmasked Estep 
Score: -6310818.000000 Penalty: 5136.794434
	Iteration 34Q: 3 clusters Score -6310818 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13444 members 
Mstep: Class 2 contains 18015 members 
Entering Unmasked Estep 
Score: -6310817.500000 Penalty: 5136.794434
	Iteration 35Q: 3 clusters Score -6310818 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13175 members 
Mstep: Class 2 contains 18284 members 
Entering Unmasked Estep 
Score: -6310834.500000 Penalty: 5136.794434
	Iteration 36Q: 3 clusters Score -6310834 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12944 members 
Mstep: Class 2 contains 18515 members 
Entering Unmasked Estep 
Score: -6310807.000000 Penalty: 5136.794434
	Iteration 37Q: 3 clusters Score -6310807 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12706 members 
Mstep: Class 2 contains 18753 members 
Entering Unmasked Estep 
Score: -6310771.000000 Penalty: 5136.794434
	Iteration 38Q: 3 clusters Score -6310771 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12393 members 
Mstep: Class 2 contains 19066 members 
Entering Unmasked Estep 
Score: -6310768.000000 Penalty: 5136.794434
	Iteration 39Q: 3 clusters Score -6310768 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12052 members 
Mstep: Class 2 contains 19407 members 
Entering Unmasked Estep 
Score: -6310801.000000 Penalty: 5136.794434
	Iteration 40F: 3 clusters Score -6310801 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -6310807.500000 Penalty: 5136.794434
	Iteration 41Q: 3 clusters Score -6310808 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 20131 members 
Entering Unmasked Estep 
Score: -6310822.500000 Penalty: 5136.794434
	Iteration 42Q: 3 clusters Score -6310822 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 20497 members 
Entering Unmasked Estep 
Score: -6310830.500000 Penalty: 5136.794434
	Iteration 43Q: 3 clusters Score -6310830 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10575 members 
Mstep: Class 2 contains 20884 members 
Entering Unmasked Estep 
Score: -6310822.000000 Penalty: 5136.794434
	Iteration 44Q: 3 clusters Score -6310822 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10241 members 
Mstep: Class 2 contains 21218 members 
Entering Unmasked Estep 
Score: -6310823.500000 Penalty: 5136.794434
	Iteration 45Q: 3 clusters Score -6310824 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 21556 members 
Entering Unmasked Estep 
Score: -6310846.500000 Penalty: 5136.794434
	Iteration 46Q: 3 clusters Score -6310846 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9615 members 
Mstep: Class 2 contains 21844 members 
Entering Unmasked Estep 
Score: -6310827.500000 Penalty: 5136.794434
	Iteration 47Q: 3 clusters Score -6310828 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 22086 members 
Entering Unmasked Estep 
Score: -6310818.500000 Penalty: 5136.794434
	Iteration 48Q: 3 clusters Score -6310818 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9185 members 
Mstep: Class 2 contains 22274 members 
Entering Unmasked Estep 
Score: -6310806.000000 Penalty: 5136.794434
	Iteration 49Q: 3 clusters Score -6310806 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9011 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -6310794.000000 Penalty: 5136.794434
	Iteration 50Q: 3 clusters Score -6310794 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8843 members 
Mstep: Class 2 contains 22616 members 
Entering Unmasked Estep 
Score: -6310793.000000 Penalty: 5136.794434
	Iteration 51Q: 3 clusters Score -6310793 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8701 members 
Mstep: Class 2 contains 22758 members 
Entering Unmasked Estep 
Score: -6310816.500000 Penalty: 5136.794434
	Iteration 52Q: 3 clusters Score -6310816 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8590 members 
Mstep: Class 2 contains 22869 members 
Entering Unmasked Estep 
Score: -6310828.000000 Penalty: 5136.794434
	Iteration 53Q: 3 clusters Score -6310828 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8516 members 
Mstep: Class 2 contains 22943 members 
Entering Unmasked Estep 
Score: -6310824.000000 Penalty: 5136.794434
	Iteration 54Q: 3 clusters Score -6310824 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 23011 members 
Entering Unmasked Estep 
Score: -6310848.000000 Penalty: 5136.794434
	Iteration 55Q: 3 clusters Score -6310848 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8380 members 
Mstep: Class 2 contains 23079 members 
Entering Unmasked Estep 
Score: -6310837.500000 Penalty: 5136.794434
	Iteration 56Q: 3 clusters Score -6310838 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8305 members 
Mstep: Class 2 contains 23154 members 
Entering Unmasked Estep 
Score: -6310841.000000 Penalty: 5136.794434
	Iteration 57Q: 3 clusters Score -6310841 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 23216 members 
Entering Unmasked Estep 
Score: -6310853.000000 Penalty: 5136.794434
	Iteration 58Q: 3 clusters Score -6310853 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8190 members 
Mstep: Class 2 contains 23269 members 
Entering Unmasked Estep 
Score: -6310846.000000 Penalty: 5136.794434
	Iteration 59Q: 3 clusters Score -6310846 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8138 members 
Mstep: Class 2 contains 23321 members 
Entering Unmasked Estep 
Score: -6310831.500000 Penalty: 5136.794434
	Iteration 60F: 3 clusters Score -6310832 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 23380 members 
Entering Unmasked Estep 
Score: -6310833.500000 Penalty: 5136.794434
	Iteration 61Q: 3 clusters Score -6310834 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 23443 members 
Entering Unmasked Estep 
Score: -6310830.500000 Penalty: 5136.794434
	Iteration 62Q: 3 clusters Score -6310830 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7971 members 
Mstep: Class 2 contains 23488 members 
Entering Unmasked Estep 
Score: -6310829.000000 Penalty: 5136.794434
	Iteration 63Q: 3 clusters Score -6310829 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7926 members 
Mstep: Class 2 contains 23533 members 
Entering Unmasked Estep 
Score: -6310846.500000 Penalty: 5136.794434
	Iteration 64Q: 3 clusters Score -6310846 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7882 members 
Mstep: Class 2 contains 23577 members 
Entering Unmasked Estep 
Score: -6310846.000000 Penalty: 5136.794434
	Iteration 65Q: 3 clusters Score -6310846 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7822 members 
Mstep: Class 2 contains 23637 members 
Entering Unmasked Estep 
Score: -6310837.500000 Penalty: 5136.794434
	Iteration 66Q: 3 clusters Score -6310838 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7759 members 
Mstep: Class 2 contains 23700 members 
Entering Unmasked Estep 
Score: -6310858.500000 Penalty: 5136.794434
	Iteration 67Q: 3 clusters Score -6310858 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7693 members 
Mstep: Class 2 contains 23766 members 
Entering Unmasked Estep 
Score: -6310845.000000 Penalty: 5136.794434
	Iteration 68Q: 3 clusters Score -6310845 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7650 members 
Mstep: Class 2 contains 23809 members 
Entering Unmasked Estep 
Score: -6310854.500000 Penalty: 5136.794434
	Iteration 69Q: 3 clusters Score -6310854 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -6310867.500000 Penalty: 5136.794434
	Iteration 70Q: 3 clusters Score -6310868 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7537 members 
Mstep: Class 2 contains 23922 members 
Entering Unmasked Estep 
Score: -6310840.500000 Penalty: 5136.794434
	Iteration 71Q: 3 clusters Score -6310840 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7485 members 
Mstep: Class 2 contains 23974 members 
Entering Unmasked Estep 
Score: -6310863.500000 Penalty: 5136.794434
	Iteration 72Q: 3 clusters Score -6310864 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7447 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -6310864.500000 Penalty: 5136.794434
	Iteration 73Q: 3 clusters Score -6310864 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7417 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -6310863.000000 Penalty: 5136.794434
	Iteration 74Q: 3 clusters Score -6310863 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7393 members 
Mstep: Class 2 contains 24066 members 
Entering Unmasked Estep 
Score: -6310869.500000 Penalty: 5136.794434
	Iteration 75Q: 3 clusters Score -6310870 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 24097 members 
Entering Unmasked Estep 
Score: -6310851.000000 Penalty: 5136.794434
	Iteration 76Q: 3 clusters Score -6310851 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 24122 members 
Entering Unmasked Estep 
Score: -6310852.500000 Penalty: 5136.794434
	Iteration 77Q: 3 clusters Score -6310852 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7323 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -6310849.000000 Penalty: 5136.794434
	Iteration 78Q: 3 clusters Score -6310849 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7308 members 
Mstep: Class 2 contains 24151 members 
Entering Unmasked Estep 
Score: -6310852.000000 Penalty: 5136.794434
	Iteration 79Q: 3 clusters Score -6310852 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7293 members 
Mstep: Class 2 contains 24166 members 
Entering Unmasked Estep 
Score: -6310850.000000 Penalty: 5136.794434
	Iteration 80F: 3 clusters Score -6310850 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7273 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -6310853.000000 Penalty: 5136.794434
	Iteration 81Q: 3 clusters Score -6310853 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 24197 members 
Entering Unmasked Estep 
Score: -6310841.000000 Penalty: 5136.794434
	Iteration 82Q: 3 clusters Score -6310841 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7253 members 
Mstep: Class 2 contains 24206 members 
Entering Unmasked Estep 
Score: -6310846.000000 Penalty: 5136.794434
	Iteration 83Q: 3 clusters Score -6310846 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7243 members 
Mstep: Class 2 contains 24216 members 
Entering Unmasked Estep 
Score: -6310847.000000 Penalty: 5136.794434
	Iteration 84Q: 3 clusters Score -6310847 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7236 members 
Mstep: Class 2 contains 24223 members 
Entering Unmasked Estep 
Score: -6310833.000000 Penalty: 5136.794434
	Iteration 85Q: 3 clusters Score -6310833 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7227 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -6310831.000000 Penalty: 5136.794434
	Iteration 86Q: 3 clusters Score -6310831 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7221 members 
Mstep: Class 2 contains 24238 members 
Entering Unmasked Estep 
Score: -6310837.500000 Penalty: 5136.794434
	Iteration 87Q: 3 clusters Score -6310838 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7215 members 
Mstep: Class 2 contains 24244 members 
Entering Unmasked Estep 
Score: -6310834.500000 Penalty: 5136.794434
	Iteration 88Q: 3 clusters Score -6310834 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7208 members 
Mstep: Class 2 contains 24251 members 
Entering Unmasked Estep 
Score: -6310845.000000 Penalty: 5136.794434
	Iteration 89Q: 3 clusters Score -6310845 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7202 members 
Mstep: Class 2 contains 24257 members 
Entering Unmasked Estep 
Score: -6310837.500000 Penalty: 5136.794434
	Iteration 90Q: 3 clusters Score -6310838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7197 members 
Mstep: Class 2 contains 24262 members 
Entering Unmasked Estep 
Score: -6310838.500000 Penalty: 5136.794434
	Iteration 91Q: 3 clusters Score -6310838 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -6310833.500000 Penalty: 5136.794434
	Iteration 92Q: 3 clusters Score -6310834 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7194 members 
Mstep: Class 2 contains 24265 members 
Entering Unmasked Estep 
Score: -6310842.000000 Penalty: 5136.794434
	Iteration 93Q: 3 clusters Score -6310842 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7191 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -6310843.500000 Penalty: 5136.794434
	Iteration 94Q: 3 clusters Score -6310844 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 24269 members 
Entering Unmasked Estep 
Score: -6310840.000000 Penalty: 5136.794434
	Iteration 95Q: 3 clusters Score -6310840 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -6310842.500000 Penalty: 5136.794434
	Iteration 96Q: 3 clusters Score -6310842 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7189 members 
Mstep: Class 2 contains 24270 members 
Entering Unmasked Estep 
Score: -6310842.500000 Penalty: 5136.794434
	Iteration 97F: 3 clusters Score -6310842 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (23260 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23260 members 
Entering Unmasked Estep 
Score: -4300725.500000 Penalty: 2493.513428
	Iteration 0F: 2 clusters Score -4300726 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11512 members 
Mstep: Class 2 contains 11748 members 
Entering Unmasked Estep 
Score: -4284550.000000 Penalty: 4987.026855
	Iteration 0F: 3 clusters Score -4284550 nChanged 10313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10943 members 
Mstep: Class 2 contains 12317 members 
Entering Unmasked Estep 
Score: -4290630.500000 Penalty: 4987.026855
	Iteration 1F: 3 clusters Score -4290630 nChanged 1583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10400 members 
Mstep: Class 2 contains 12860 members 
Entering Unmasked Estep 
Score: -4291574.500000 Penalty: 4987.026855
	Iteration 2F: 3 clusters Score -4291574 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9543 members 
Mstep: Class 2 contains 13717 members 
Entering Unmasked Estep 
Score: -4292553.000000 Penalty: 4987.026855
	Iteration 3F: 3 clusters Score -4292553 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8376 members 
Mstep: Class 2 contains 14884 members 
Entering Unmasked Estep 
Score: -4293714.000000 Penalty: 4987.026855
	Iteration 4F: 3 clusters Score -4293714 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 16167 members 
Entering Unmasked Estep 
Score: -4294819.500000 Penalty: 4987.026855
	Iteration 5F: 3 clusters Score -4294820 nChanged 1474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5849 members 
Mstep: Class 2 contains 17411 members 
Entering Unmasked Estep 
Score: -4295889.500000 Penalty: 4987.026855
	Iteration 6F: 3 clusters Score -4295890 nChanged 1113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4870 members 
Mstep: Class 2 contains 18390 members 
Entering Unmasked Estep 
Score: -4296653.500000 Penalty: 4987.026855
	Iteration 7Q: 3 clusters Score -4296654 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4130 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4297251.000000 Penalty: 4987.026855
	Iteration 8Q: 3 clusters Score -4297251 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3606 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -4297772.500000 Penalty: 4987.026855
	Iteration 9Q: 3 clusters Score -4297772 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3211 members 
Mstep: Class 2 contains 20049 members 
Entering Unmasked Estep 
Score: -4298373.500000 Penalty: 4987.026855
	Iteration 10Q: 3 clusters Score -4298374 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 20310 members 
Entering Unmasked Estep 
Score: -4298843.500000 Penalty: 4987.026855
	Iteration 11Q: 3 clusters Score -4298844 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2737 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -4298967.000000 Penalty: 4987.026855
	Iteration 12Q: 3 clusters Score -4298967 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 20682 members 
Entering Unmasked Estep 
Score: -4299043.500000 Penalty: 4987.026855
	Iteration 13Q: 3 clusters Score -4299044 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2458 members 
Mstep: Class 2 contains 20802 members 
Entering Unmasked Estep 
Score: -4299082.000000 Penalty: 4987.026855
	Iteration 14Q: 3 clusters Score -4299082 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2362 members 
Mstep: Class 2 contains 20898 members 
Entering Unmasked Estep 
Score: -4299112.000000 Penalty: 4987.026855
	Iteration 15Q: 3 clusters Score -4299112 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2302 members 
Mstep: Class 2 contains 20958 members 
Entering Unmasked Estep 
Score: -4299125.500000 Penalty: 4987.026855
	Iteration 16Q: 3 clusters Score -4299126 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2235 members 
Mstep: Class 2 contains 21025 members 
Entering Unmasked Estep 
Score: -4299144.500000 Penalty: 4987.026855
	Iteration 17Q: 3 clusters Score -4299144 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 21075 members 
Entering Unmasked Estep 
Score: -4299153.000000 Penalty: 4987.026855
	Iteration 18Q: 3 clusters Score -4299153 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2153 members 
Mstep: Class 2 contains 21107 members 
Entering Unmasked Estep 
Score: -4299158.500000 Penalty: 4987.026855
	Iteration 19Q: 3 clusters Score -4299158 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 21140 members 
Entering Unmasked Estep 
Score: -4299172.500000 Penalty: 4987.026855
	Iteration 20F: 3 clusters Score -4299172 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 21170 members 
Entering Unmasked Estep 
Score: -4299180.500000 Penalty: 4987.026855
	Iteration 21Q: 3 clusters Score -4299180 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2060 members 
Mstep: Class 2 contains 21200 members 
Entering Unmasked Estep 
Score: -4299181.500000 Penalty: 4987.026855
	Iteration 22Q: 3 clusters Score -4299182 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 21222 members 
Entering Unmasked Estep 
Score: -4299188.500000 Penalty: 4987.026855
	Iteration 23Q: 3 clusters Score -4299188 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 21237 members 
Entering Unmasked Estep 
Score: -4299195.500000 Penalty: 4987.026855
	Iteration 24Q: 3 clusters Score -4299196 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2009 members 
Mstep: Class 2 contains 21251 members 
Entering Unmasked Estep 
Score: -4299195.500000 Penalty: 4987.026855
	Iteration 25Q: 3 clusters Score -4299196 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 21267 members 
Entering Unmasked Estep 
Score: -4299189.500000 Penalty: 4987.026855
	Iteration 26Q: 3 clusters Score -4299190 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -4299195.000000 Penalty: 4987.026855
	Iteration 27Q: 3 clusters Score -4299195 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 21295 members 
Entering Unmasked Estep 
Score: -4299196.500000 Penalty: 4987.026855
	Iteration 28Q: 3 clusters Score -4299196 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4299194.500000 Penalty: 4987.026855
	Iteration 29Q: 3 clusters Score -4299194 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 21304 members 
Entering Unmasked Estep 
Score: -4299195.000000 Penalty: 4987.026855
	Iteration 30Q: 3 clusters Score -4299195 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1953 members 
Mstep: Class 2 contains 21307 members 
Entering Unmasked Estep 
Score: -4299194.500000 Penalty: 4987.026855
	Iteration 31Q: 3 clusters Score -4299194 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4299198.500000 Penalty: 4987.026855
	Iteration 32Q: 3 clusters Score -4299198 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1950 members 
Mstep: Class 2 contains 21310 members 
Entering Unmasked Estep 
Score: -4299198.500000 Penalty: 4987.026855
	Iteration 33F: 3 clusters Score -4299198 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -11794.523438 Penalty: 1172.392212
	Iteration 0F: 2 clusters Score -11794.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11200.289062 Penalty: 2344.784424
	Iteration 0F: 3 clusters Score -11200.29 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11335.055664 Penalty: 2344.784424
	Iteration 1F: 3 clusters Score -11335.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11361.792969 Penalty: 2344.784424
	Iteration 2Q: 3 clusters Score -11361.79 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11380.432617 Penalty: 2344.784424
	Iteration 3Q: 3 clusters Score -11380.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -11380.432617 Penalty: 2344.784424
	Iteration 4F: 3 clusters Score -11380.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25899 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25899 members 
Entering Unmasked Estep 
Score: -4948049.500000 Penalty: 2520.166016
	Iteration 0F: 2 clusters Score -4948050 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12827 members 
Mstep: Class 2 contains 13072 members 
Entering Unmasked Estep 
Score: -4930236.000000 Penalty: 5040.332031
	Iteration 0F: 3 clusters Score -4930236 nChanged 11606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12471 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -4936639.000000 Penalty: 5040.332031
	Iteration 1F: 3 clusters Score -4936639 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12254 members 
Mstep: Class 2 contains 13645 members 
Entering Unmasked Estep 
Score: -4937121.500000 Penalty: 5040.332031
	Iteration 2F: 3 clusters Score -4937122 nChanged 1174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 13943 members 
Entering Unmasked Estep 
Score: -4937488.500000 Penalty: 5040.332031
	Iteration 3Q: 3 clusters Score -4937488 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 14309 members 
Entering Unmasked Estep 
Score: -4937800.500000 Penalty: 5040.332031
	Iteration 4Q: 3 clusters Score -4937800 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11069 members 
Mstep: Class 2 contains 14830 members 
Entering Unmasked Estep 
Score: -4938138.000000 Penalty: 5040.332031
	Iteration 5Q: 3 clusters Score -4938138 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10416 members 
Mstep: Class 2 contains 15483 members 
Entering Unmasked Estep 
Score: -4938492.000000 Penalty: 5040.332031
	Iteration 6Q: 3 clusters Score -4938492 nChanged 948
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9628 members 
Mstep: Class 2 contains 16271 members 
Entering Unmasked Estep 
Score: -4938902.000000 Penalty: 5040.332031
	Iteration 7Q: 3 clusters Score -4938902 nChanged 1078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -4939457.000000 Penalty: 5040.332031
	Iteration 8Q: 3 clusters Score -4939457 nChanged 1327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7333 members 
Mstep: Class 2 contains 18566 members 
Entering Unmasked Estep 
Score: -4940316.000000 Penalty: 5040.332031
	Iteration 9F: 3 clusters Score -4940316 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5828 members 
Mstep: Class 2 contains 20071 members 
Entering Unmasked Estep 
Score: -4941375.500000 Penalty: 5040.332031
	Iteration 10F: 3 clusters Score -4941376 nChanged 1515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4315 members 
Mstep: Class 2 contains 21584 members 
Entering Unmasked Estep 
Score: -4942502.000000 Penalty: 5040.332031
	Iteration 11F: 3 clusters Score -4942502 nChanged 1398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2925 members 
Mstep: Class 2 contains 22974 members 
Entering Unmasked Estep 
Score: -4943607.500000 Penalty: 5040.332031
	Iteration 12F: 3 clusters Score -4943608 nChanged 1070
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 24038 members 
Entering Unmasked Estep 
Score: -4944432.500000 Penalty: 5040.332031
	Iteration 13Q: 3 clusters Score -4944432 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -4944992.500000 Penalty: 5040.332031
	Iteration 14Q: 3 clusters Score -4944992 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 25145 members 
Entering Unmasked Estep 
Score: -4945318.500000 Penalty: 5040.332031
	Iteration 15Q: 3 clusters Score -4945318 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 25346 members 
Entering Unmasked Estep 
Score: -4945543.500000 Penalty: 5040.332031
	Iteration 16Q: 3 clusters Score -4945544 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 25440 members 
Entering Unmasked Estep 
Score: -4945647.500000 Penalty: 5040.332031
	Iteration 17Q: 3 clusters Score -4945648 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 25487 members 
Entering Unmasked Estep 
Score: -4945708.000000 Penalty: 5040.332031
	Iteration 18Q: 3 clusters Score -4945708 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 25511 members 
Entering Unmasked Estep 
Score: -4945752.500000 Penalty: 5040.332031
	Iteration 19Q: 3 clusters Score -4945752 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 25523 members 
Entering Unmasked Estep 
Score: -4945766.000000 Penalty: 5040.332031
	Iteration 20F: 3 clusters Score -4945766 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 25530 members 
Entering Unmasked Estep 
Score: -4945776.000000 Penalty: 5040.332031
	Iteration 21Q: 3 clusters Score -4945776 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 25538 members 
Entering Unmasked Estep 
Score: -4945789.000000 Penalty: 5040.332031
	Iteration 22Q: 3 clusters Score -4945789 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -4945805.000000 Penalty: 5040.332031
	Iteration 23Q: 3 clusters Score -4945805 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 25548 members 
Entering Unmasked Estep 
Score: -4945812.000000 Penalty: 5040.332031
	Iteration 24Q: 3 clusters Score -4945812 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -4945813.000000 Penalty: 5040.332031
	Iteration 25Q: 3 clusters Score -4945813 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 25552 members 
Entering Unmasked Estep 
Score: -4945813.000000 Penalty: 5040.332031
	Iteration 26Q: 3 clusters Score -4945813 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -4945818.000000 Penalty: 5040.332031
	Iteration 27Q: 3 clusters Score -4945818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -4945818.000000 Penalty: 5040.332031
	Iteration 28Q: 3 clusters Score -4945818 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 25554 members 
Entering Unmasked Estep 
Score: -4945818.000000 Penalty: 5040.332031
	Iteration 29F: 3 clusters Score -4945818 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -73280.937500 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -73280.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -71814.914062 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -71814.91 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 227 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -71967.507812 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -71967.51 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 228 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -72016.492188 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -72016.49 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72058.648438 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -72058.65 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -72071.890625 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -72071.89 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72084.773438 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -72084.77 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72088.101562 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -72088.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72088.101562 Penalty: 3021.289795
	Iteration 7F: 3 clusters Score -72088.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -122666.273438 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -122666.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -120910.687500 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -120910.7 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -121128.984375 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -121129 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -121200.351562 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -121200.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -121233.203125 Penalty: 3276.227783
	Iteration 3Q: 3 clusters Score -121233.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -121241.203125 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -121241.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -121260.796875 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -121260.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 382 members 
Entering Unmasked Estep 
Score: -121266.445312 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -121266.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -121268.406250 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -121268.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -121268.406250 Penalty: 3276.227783
	Iteration 8F: 3 clusters Score -121268.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (46126 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46126 members 
Entering Unmasked Estep 
Score: -8897561.000000 Penalty: 2663.304688
	Iteration 0F: 2 clusters Score -8897561 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 23160 members 
Entering Unmasked Estep 
Score: -8871051.000000 Penalty: 5326.609375
	Iteration 0F: 3 clusters Score -8871051 nChanged 21108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22554 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -8882732.000000 Penalty: 5326.609375
	Iteration 1F: 3 clusters Score -8882732 nChanged 1761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22483 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -8883177.000000 Penalty: 5326.609375
	Iteration 2Q: 3 clusters Score -8883177 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 23775 members 
Entering Unmasked Estep 
Score: -8883607.000000 Penalty: 5326.609375
	Iteration 3Q: 3 clusters Score -8883607 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22206 members 
Mstep: Class 2 contains 23920 members 
Entering Unmasked Estep 
Score: -8884148.000000 Penalty: 5326.609375
	Iteration 4Q: 3 clusters Score -8884148 nChanged 1614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21990 members 
Mstep: Class 2 contains 24136 members 
Entering Unmasked Estep 
Score: -8884694.000000 Penalty: 5326.609375
	Iteration 5Q: 3 clusters Score -8884694 nChanged 1774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21676 members 
Mstep: Class 2 contains 24450 members 
Entering Unmasked Estep 
Score: -8885414.000000 Penalty: 5326.609375
	Iteration 6Q: 3 clusters Score -8885414 nChanged 1933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21365 members 
Mstep: Class 2 contains 24761 members 
Entering Unmasked Estep 
Score: -8886409.000000 Penalty: 5326.609375
	Iteration 7Q: 3 clusters Score -8886409 nChanged 2355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -8887983.000000 Penalty: 5326.609375
	Iteration 8F: 3 clusters Score -8887983 nChanged 2757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 25243 members 
Entering Unmasked Estep 
Score: -8890341.000000 Penalty: 5326.609375
	Iteration 9F: 3 clusters Score -8890341 nChanged 3069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20804 members 
Mstep: Class 2 contains 25322 members 
Entering Unmasked Estep 
Score: -8892828.000000 Penalty: 5326.609375
	Iteration 10F: 3 clusters Score -8892828 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20971 members 
Mstep: Class 2 contains 25155 members 
Entering Unmasked Estep 
Score: -8894364.000000 Penalty: 5326.609375
	Iteration 11F: 3 clusters Score -8894364 nChanged 1622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21217 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -8895028.000000 Penalty: 5326.609375
	Iteration 12Q: 3 clusters Score -8895028 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 24661 members 
Entering Unmasked Estep 
Score: -8895270.000000 Penalty: 5326.609375
	Iteration 13Q: 3 clusters Score -8895270 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21701 members 
Mstep: Class 2 contains 24425 members 
Entering Unmasked Estep 
Score: -8895468.000000 Penalty: 5326.609375
	Iteration 14Q: 3 clusters Score -8895468 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21974 members 
Mstep: Class 2 contains 24152 members 
Entering Unmasked Estep 
Score: -8895630.000000 Penalty: 5326.609375
	Iteration 15Q: 3 clusters Score -8895630 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22189 members 
Mstep: Class 2 contains 23937 members 
Entering Unmasked Estep 
Score: -8895775.000000 Penalty: 5326.609375
	Iteration 16Q: 3 clusters Score -8895775 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22388 members 
Mstep: Class 2 contains 23738 members 
Entering Unmasked Estep 
Score: -8895901.000000 Penalty: 5326.609375
	Iteration 17Q: 3 clusters Score -8895901 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22582 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -8895958.000000 Penalty: 5326.609375
	Iteration 18Q: 3 clusters Score -8895958 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22786 members 
Mstep: Class 2 contains 23340 members 
Entering Unmasked Estep 
Score: -8895988.000000 Penalty: 5326.609375
	Iteration 19Q: 3 clusters Score -8895988 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23014 members 
Mstep: Class 2 contains 23112 members 
Entering Unmasked Estep 
Score: -8896033.000000 Penalty: 5326.609375
	Iteration 20F: 3 clusters Score -8896033 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 22917 members 
Entering Unmasked Estep 
Score: -8896077.000000 Penalty: 5326.609375
	Iteration 21Q: 3 clusters Score -8896077 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23416 members 
Mstep: Class 2 contains 22710 members 
Entering Unmasked Estep 
Score: -8896106.000000 Penalty: 5326.609375
	Iteration 22Q: 3 clusters Score -8896106 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23611 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -8896132.000000 Penalty: 5326.609375
	Iteration 23Q: 3 clusters Score -8896132 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23830 members 
Mstep: Class 2 contains 22296 members 
Entering Unmasked Estep 
Score: -8896150.000000 Penalty: 5326.609375
	Iteration 24Q: 3 clusters Score -8896150 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24023 members 
Mstep: Class 2 contains 22103 members 
Entering Unmasked Estep 
Score: -8896175.000000 Penalty: 5326.609375
	Iteration 25Q: 3 clusters Score -8896175 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24208 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -8896168.000000 Penalty: 5326.609375
	Iteration 26Q: 3 clusters Score -8896168 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24408 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -8896171.000000 Penalty: 5326.609375
	Iteration 27Q: 3 clusters Score -8896171 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 21544 members 
Entering Unmasked Estep 
Score: -8896231.000000 Penalty: 5326.609375
	Iteration 28Q: 3 clusters Score -8896231 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24756 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -8896246.000000 Penalty: 5326.609375
	Iteration 29Q: 3 clusters Score -8896246 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24925 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -8896265.000000 Penalty: 5326.609375
	Iteration 30Q: 3 clusters Score -8896265 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25073 members 
Mstep: Class 2 contains 21053 members 
Entering Unmasked Estep 
Score: -8896275.000000 Penalty: 5326.609375
	Iteration 31Q: 3 clusters Score -8896275 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25212 members 
Mstep: Class 2 contains 20914 members 
Entering Unmasked Estep 
Score: -8896295.000000 Penalty: 5326.609375
	Iteration 32Q: 3 clusters Score -8896295 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 20785 members 
Entering Unmasked Estep 
Score: -8896312.000000 Penalty: 5326.609375
	Iteration 33Q: 3 clusters Score -8896312 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25440 members 
Mstep: Class 2 contains 20686 members 
Entering Unmasked Estep 
Score: -8896316.000000 Penalty: 5326.609375
	Iteration 34Q: 3 clusters Score -8896316 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25526 members 
Mstep: Class 2 contains 20600 members 
Entering Unmasked Estep 
Score: -8896405.000000 Penalty: 5326.609375
	Iteration 35Q: 3 clusters Score -8896405 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25559 members 
Mstep: Class 2 contains 20567 members 
Entering Unmasked Estep 
Score: -8896457.000000 Penalty: 5326.609375
	Iteration 36Q: 3 clusters Score -8896457 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25581 members 
Mstep: Class 2 contains 20545 members 
Entering Unmasked Estep 
Score: -8896479.000000 Penalty: 5326.609375
	Iteration 37Q: 3 clusters Score -8896479 nChanged 340
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25597 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -8896544.000000 Penalty: 5326.609375
	Iteration 38Q: 3 clusters Score -8896544 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -8896577.000000 Penalty: 5326.609375
	Iteration 39Q: 3 clusters Score -8896577 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25575 members 
Mstep: Class 2 contains 20551 members 
Entering Unmasked Estep 
Score: -8896593.000000 Penalty: 5326.609375
	Iteration 40F: 3 clusters Score -8896593 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25570 members 
Mstep: Class 2 contains 20556 members 
Entering Unmasked Estep 
Score: -8896638.000000 Penalty: 5326.609375
	Iteration 41Q: 3 clusters Score -8896638 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25552 members 
Mstep: Class 2 contains 20574 members 
Entering Unmasked Estep 
Score: -8896696.000000 Penalty: 5326.609375
	Iteration 42Q: 3 clusters Score -8896696 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25484 members 
Mstep: Class 2 contains 20642 members 
Entering Unmasked Estep 
Score: -8896785.000000 Penalty: 5326.609375
	Iteration 43Q: 3 clusters Score -8896785 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25433 members 
Mstep: Class 2 contains 20693 members 
Entering Unmasked Estep 
Score: -8896853.000000 Penalty: 5326.609375
	Iteration 44Q: 3 clusters Score -8896853 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25391 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -8896867.000000 Penalty: 5326.609375
	Iteration 45Q: 3 clusters Score -8896867 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25344 members 
Mstep: Class 2 contains 20782 members 
Entering Unmasked Estep 
Score: -8896891.000000 Penalty: 5326.609375
	Iteration 46Q: 3 clusters Score -8896891 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25312 members 
Mstep: Class 2 contains 20814 members 
Entering Unmasked Estep 
Score: -8896897.000000 Penalty: 5326.609375
	Iteration 47Q: 3 clusters Score -8896897 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 20858 members 
Entering Unmasked Estep 
Score: -8896921.000000 Penalty: 5326.609375
	Iteration 48Q: 3 clusters Score -8896921 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25231 members 
Mstep: Class 2 contains 20895 members 
Entering Unmasked Estep 
Score: -8896948.000000 Penalty: 5326.609375
	Iteration 49Q: 3 clusters Score -8896948 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25197 members 
Mstep: Class 2 contains 20929 members 
Entering Unmasked Estep 
Score: -8896959.000000 Penalty: 5326.609375
	Iteration 50Q: 3 clusters Score -8896959 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 20951 members 
Entering Unmasked Estep 
Score: -8896959.000000 Penalty: 5326.609375
	Iteration 51Q: 3 clusters Score -8896959 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25158 members 
Mstep: Class 2 contains 20968 members 
Entering Unmasked Estep 
Score: -8896969.000000 Penalty: 5326.609375
	Iteration 52Q: 3 clusters Score -8896969 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25139 members 
Mstep: Class 2 contains 20987 members 
Entering Unmasked Estep 
Score: -8896968.000000 Penalty: 5326.609375
	Iteration 53Q: 3 clusters Score -8896968 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25112 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -8896971.000000 Penalty: 5326.609375
	Iteration 54Q: 3 clusters Score -8896971 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -8896999.000000 Penalty: 5326.609375
	Iteration 55Q: 3 clusters Score -8896999 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25078 members 
Mstep: Class 2 contains 21048 members 
Entering Unmasked Estep 
Score: -8896993.000000 Penalty: 5326.609375
	Iteration 56Q: 3 clusters Score -8896993 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 21060 members 
Entering Unmasked Estep 
Score: -8897016.000000 Penalty: 5326.609375
	Iteration 57Q: 3 clusters Score -8897016 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25062 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -8897007.000000 Penalty: 5326.609375
	Iteration 58Q: 3 clusters Score -8897007 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 21084 members 
Entering Unmasked Estep 
Score: -8896997.000000 Penalty: 5326.609375
	Iteration 59Q: 3 clusters Score -8896997 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25023 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -8896993.000000 Penalty: 5326.609375
	Iteration 60F: 3 clusters Score -8896993 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24995 members 
Mstep: Class 2 contains 21131 members 
Entering Unmasked Estep 
Score: -8896984.000000 Penalty: 5326.609375
	Iteration 61Q: 3 clusters Score -8896984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24974 members 
Mstep: Class 2 contains 21152 members 
Entering Unmasked Estep 
Score: -8896986.000000 Penalty: 5326.609375
	Iteration 62Q: 3 clusters Score -8896986 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24953 members 
Mstep: Class 2 contains 21173 members 
Entering Unmasked Estep 
Score: -8896990.000000 Penalty: 5326.609375
	Iteration 63Q: 3 clusters Score -8896990 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24927 members 
Mstep: Class 2 contains 21199 members 
Entering Unmasked Estep 
Score: -8896990.000000 Penalty: 5326.609375
	Iteration 64Q: 3 clusters Score -8896990 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24893 members 
Mstep: Class 2 contains 21233 members 
Entering Unmasked Estep 
Score: -8896977.000000 Penalty: 5326.609375
	Iteration 65Q: 3 clusters Score -8896977 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24867 members 
Mstep: Class 2 contains 21259 members 
Entering Unmasked Estep 
Score: -8896977.000000 Penalty: 5326.609375
	Iteration 66Q: 3 clusters Score -8896977 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24841 members 
Mstep: Class 2 contains 21285 members 
Entering Unmasked Estep 
Score: -8896982.000000 Penalty: 5326.609375
	Iteration 67Q: 3 clusters Score -8896982 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 21311 members 
Entering Unmasked Estep 
Score: -8896980.000000 Penalty: 5326.609375
	Iteration 68Q: 3 clusters Score -8896980 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24794 members 
Mstep: Class 2 contains 21332 members 
Entering Unmasked Estep 
Score: -8896974.000000 Penalty: 5326.609375
	Iteration 69Q: 3 clusters Score -8896974 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24772 members 
Mstep: Class 2 contains 21354 members 
Entering Unmasked Estep 
Score: -8896967.000000 Penalty: 5326.609375
	Iteration 70Q: 3 clusters Score -8896967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24748 members 
Mstep: Class 2 contains 21378 members 
Entering Unmasked Estep 
Score: -8896986.000000 Penalty: 5326.609375
	Iteration 71Q: 3 clusters Score -8896986 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 21396 members 
Entering Unmasked Estep 
Score: -8896986.000000 Penalty: 5326.609375
	Iteration 72Q: 3 clusters Score -8896986 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24711 members 
Mstep: Class 2 contains 21415 members 
Entering Unmasked Estep 
Score: -8896995.000000 Penalty: 5326.609375
	Iteration 73Q: 3 clusters Score -8896995 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24689 members 
Mstep: Class 2 contains 21437 members 
Entering Unmasked Estep 
Score: -8896996.000000 Penalty: 5326.609375
	Iteration 74Q: 3 clusters Score -8896996 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24671 members 
Mstep: Class 2 contains 21455 members 
Entering Unmasked Estep 
Score: -8896996.000000 Penalty: 5326.609375
	Iteration 75Q: 3 clusters Score -8896996 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24652 members 
Mstep: Class 2 contains 21474 members 
Entering Unmasked Estep 
Score: -8896987.000000 Penalty: 5326.609375
	Iteration 76Q: 3 clusters Score -8896987 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24637 members 
Mstep: Class 2 contains 21489 members 
Entering Unmasked Estep 
Score: -8896991.000000 Penalty: 5326.609375
	Iteration 77Q: 3 clusters Score -8896991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24632 members 
Mstep: Class 2 contains 21494 members 
Entering Unmasked Estep 
Score: -8896991.000000 Penalty: 5326.609375
	Iteration 78Q: 3 clusters Score -8896991 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24627 members 
Mstep: Class 2 contains 21499 members 
Entering Unmasked Estep 
Score: -8896992.000000 Penalty: 5326.609375
	Iteration 79Q: 3 clusters Score -8896992 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24622 members 
Mstep: Class 2 contains 21504 members 
Entering Unmasked Estep 
Score: -8897000.000000 Penalty: 5326.609375
	Iteration 80F: 3 clusters Score -8897000 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24619 members 
Mstep: Class 2 contains 21507 members 
Entering Unmasked Estep 
Score: -8897000.000000 Penalty: 5326.609375
	Iteration 81Q: 3 clusters Score -8897000 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -8896994.000000 Penalty: 5326.609375
	Iteration 82Q: 3 clusters Score -8896994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24617 members 
Mstep: Class 2 contains 21509 members 
Entering Unmasked Estep 
Score: -8896994.000000 Penalty: 5326.609375
	Iteration 83F: 3 clusters Score -8896994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (27039 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27039 members 
Entering Unmasked Estep 
Score: -5378936.500000 Penalty: 2530.848633
	Iteration 0F: 2 clusters Score -5378936 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13546 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -5360996.000000 Penalty: 5061.697266
	Iteration 0F: 3 clusters Score -5360996 nChanged 12115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13541 members 
Mstep: Class 2 contains 13498 members 
Entering Unmasked Estep 
Score: -5367298.000000 Penalty: 5061.697266
	Iteration 1F: 3 clusters Score -5367298 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13485 members 
Mstep: Class 2 contains 13554 members 
Entering Unmasked Estep 
Score: -5367701.000000 Penalty: 5061.697266
	Iteration 2Q: 3 clusters Score -5367701 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13649 members 
Entering Unmasked Estep 
Score: -5367966.500000 Penalty: 5061.697266
	Iteration 3Q: 3 clusters Score -5367966 nChanged 887
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13227 members 
Mstep: Class 2 contains 13812 members 
Entering Unmasked Estep 
Score: -5368194.500000 Penalty: 5061.697266
	Iteration 4Q: 3 clusters Score -5368194 nChanged 802
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 13994 members 
Entering Unmasked Estep 
Score: -5368353.000000 Penalty: 5061.697266
	Iteration 5Q: 3 clusters Score -5368353 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12778 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -5368538.000000 Penalty: 5061.697266
	Iteration 6Q: 3 clusters Score -5368538 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 14615 members 
Entering Unmasked Estep 
Score: -5368733.000000 Penalty: 5061.697266
	Iteration 7Q: 3 clusters Score -5368733 nChanged 785
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 15100 members 
Entering Unmasked Estep 
Score: -5368928.500000 Penalty: 5061.697266
	Iteration 8Q: 3 clusters Score -5368928 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11330 members 
Mstep: Class 2 contains 15709 members 
Entering Unmasked Estep 
Score: -5369197.000000 Penalty: 5061.697266
	Iteration 9Q: 3 clusters Score -5369197 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10547 members 
Mstep: Class 2 contains 16492 members 
Entering Unmasked Estep 
Score: -5369556.500000 Penalty: 5061.697266
	Iteration 10Q: 3 clusters Score -5369556 nChanged 1075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9606 members 
Mstep: Class 2 contains 17433 members 
Entering Unmasked Estep 
Score: -5369975.500000 Penalty: 5061.697266
	Iteration 11Q: 3 clusters Score -5369976 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8492 members 
Mstep: Class 2 contains 18547 members 
Entering Unmasked Estep 
Score: -5370548.000000 Penalty: 5061.697266
	Iteration 12Q: 3 clusters Score -5370548 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 19884 members 
Entering Unmasked Estep 
Score: -5371338.500000 Penalty: 5061.697266
	Iteration 13F: 3 clusters Score -5371338 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5734 members 
Mstep: Class 2 contains 21305 members 
Entering Unmasked Estep 
Score: -5372287.500000 Penalty: 5061.697266
	Iteration 14F: 3 clusters Score -5372288 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4288 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -5373375.500000 Penalty: 5061.697266
	Iteration 15F: 3 clusters Score -5373376 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 24103 members 
Entering Unmasked Estep 
Score: -5374411.500000 Penalty: 5061.697266
	Iteration 16F: 3 clusters Score -5374412 nChanged 1120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1816 members 
Mstep: Class 2 contains 25223 members 
Entering Unmasked Estep 
Score: -5375386.000000 Penalty: 5061.697266
	Iteration 17Q: 3 clusters Score -5375386 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 25977 members 
Entering Unmasked Estep 
Score: -5376001.500000 Penalty: 5061.697266
	Iteration 18Q: 3 clusters Score -5376002 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 26404 members 
Entering Unmasked Estep 
Score: -5376314.500000 Penalty: 5061.697266
	Iteration 19Q: 3 clusters Score -5376314 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 26590 members 
Entering Unmasked Estep 
Score: -5376502.500000 Penalty: 5061.697266
	Iteration 20F: 3 clusters Score -5376502 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 26678 members 
Entering Unmasked Estep 
Score: -5376580.000000 Penalty: 5061.697266
	Iteration 21Q: 3 clusters Score -5376580 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26721 members 
Entering Unmasked Estep 
Score: -5376644.000000 Penalty: 5061.697266
	Iteration 22Q: 3 clusters Score -5376644 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -5376684.500000 Penalty: 5061.697266
	Iteration 23Q: 3 clusters Score -5376684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 26763 members 
Entering Unmasked Estep 
Score: -5376714.500000 Penalty: 5061.697266
	Iteration 24Q: 3 clusters Score -5376714 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -5376734.500000 Penalty: 5061.697266
	Iteration 25Q: 3 clusters Score -5376734 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -5376740.500000 Penalty: 5061.697266
	Iteration 26Q: 3 clusters Score -5376740 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 26776 members 
Entering Unmasked Estep 
Score: -5376756.000000 Penalty: 5061.697266
	Iteration 27Q: 3 clusters Score -5376756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -5376765.500000 Penalty: 5061.697266
	Iteration 28Q: 3 clusters Score -5376766 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 26784 members 
Entering Unmasked Estep 
Score: -5376767.500000 Penalty: 5061.697266
	Iteration 29Q: 3 clusters Score -5376768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -5376768.500000 Penalty: 5061.697266
	Iteration 30Q: 3 clusters Score -5376768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -5376768.500000 Penalty: 5061.697266
	Iteration 31F: 3 clusters Score -5376768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -21454.580078 Penalty: 1232.513672
	Iteration 0F: 2 clusters Score -21454.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20579.583984 Penalty: 2465.027344
	Iteration 0F: 3 clusters Score -20579.58 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20664.353516 Penalty: 2465.027344
	Iteration 1F: 3 clusters Score -20664.35 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20683.589844 Penalty: 2465.027344
	Iteration 2Q: 3 clusters Score -20683.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 85 members 
Entering Unmasked Estep 
Score: -20688.855469 Penalty: 2465.027344
	Iteration 3Q: 3 clusters Score -20688.86 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20693.431641 Penalty: 2465.027344
	Iteration 4Q: 3 clusters Score -20693.43 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -20693.431641 Penalty: 2465.027344
	Iteration 5F: 3 clusters Score -20693.43 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (21511 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21511 members 
Entering Unmasked Estep 
Score: -4320098.000000 Penalty: 2474.127197
	Iteration 0F: 2 clusters Score -4320098 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10570 members 
Mstep: Class 2 contains 10941 members 
Entering Unmasked Estep 
Score: -4305117.000000 Penalty: 4948.254395
	Iteration 0F: 3 clusters Score -4305117 nChanged 9514
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9608 members 
Mstep: Class 2 contains 11903 members 
Entering Unmasked Estep 
Score: -4310277.000000 Penalty: 4948.254395
	Iteration 1F: 3 clusters Score -4310277 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -4310775.000000 Penalty: 4948.254395
	Iteration 2F: 3 clusters Score -4310775 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8199 members 
Mstep: Class 2 contains 13312 members 
Entering Unmasked Estep 
Score: -4311322.000000 Penalty: 4948.254395
	Iteration 3F: 3 clusters Score -4311322 nChanged 1175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7174 members 
Mstep: Class 2 contains 14337 members 
Entering Unmasked Estep 
Score: -4311979.500000 Penalty: 4948.254395
	Iteration 4F: 3 clusters Score -4311980 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5906 members 
Mstep: Class 2 contains 15605 members 
Entering Unmasked Estep 
Score: -4312806.500000 Penalty: 4948.254395
	Iteration 5F: 3 clusters Score -4312806 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4478 members 
Mstep: Class 2 contains 17033 members 
Entering Unmasked Estep 
Score: -4313922.000000 Penalty: 4948.254395
	Iteration 6F: 3 clusters Score -4313922 nChanged 1513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2977 members 
Mstep: Class 2 contains 18534 members 
Entering Unmasked Estep 
Score: -4315254.500000 Penalty: 4948.254395
	Iteration 7F: 3 clusters Score -4315254 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 19748 members 
Entering Unmasked Estep 
Score: -4316353.000000 Penalty: 4948.254395
	Iteration 8F: 3 clusters Score -4316353 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 20540 members 
Entering Unmasked Estep 
Score: -4317069.500000 Penalty: 4948.254395
	Iteration 9Q: 3 clusters Score -4317070 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 20939 members 
Entering Unmasked Estep 
Score: -4317464.000000 Penalty: 4948.254395
	Iteration 10Q: 3 clusters Score -4317464 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 21103 members 
Entering Unmasked Estep 
Score: -4317659.000000 Penalty: 4948.254395
	Iteration 11Q: 3 clusters Score -4317659 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 21183 members 
Entering Unmasked Estep 
Score: -4317763.500000 Penalty: 4948.254395
	Iteration 12Q: 3 clusters Score -4317764 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 21217 members 
Entering Unmasked Estep 
Score: -4317819.000000 Penalty: 4948.254395
	Iteration 13Q: 3 clusters Score -4317819 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 21227 members 
Entering Unmasked Estep 
Score: -4317849.500000 Penalty: 4948.254395
	Iteration 14Q: 3 clusters Score -4317850 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 21235 members 
Entering Unmasked Estep 
Score: -4317860.500000 Penalty: 4948.254395
	Iteration 15Q: 3 clusters Score -4317860 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 21240 members 
Entering Unmasked Estep 
Score: -4317868.000000 Penalty: 4948.254395
	Iteration 16Q: 3 clusters Score -4317868 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 21244 members 
Entering Unmasked Estep 
Score: -4317879.000000 Penalty: 4948.254395
	Iteration 17Q: 3 clusters Score -4317879 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 21247 members 
Entering Unmasked Estep 
Score: -4317880.000000 Penalty: 4948.254395
	Iteration 18Q: 3 clusters Score -4317880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4317879.000000 Penalty: 4948.254395
	Iteration 19Q: 3 clusters Score -4317879 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21248 members 
Entering Unmasked Estep 
Score: -4317879.000000 Penalty: 4948.254395
	Iteration 20F: 3 clusters Score -4317879 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -105210.875000 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -105210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -103584.179688 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -103584.2 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -103831.414062 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -103831.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -103921.351562 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -103921.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -103958.296875 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -103958.3 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -103976.062500 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -103976.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -103994.617188 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -103994.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104008.046875 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -104008 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -104026.015625 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -104026 nChanged 7
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: -104045.921875 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -104045.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104069.882812 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -104069.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -104093.703125 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -104093.7 nChanged 8
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: -104109.125000 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -104109.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 260 members 
Entering Unmasked Estep 
Score: -104116.179688 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -104116.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -104119.828125 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -104119.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -104122.398438 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -104122.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -104122.398438 Penalty: 3200.998047
	Iteration 15F: 3 clusters Score -104122.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -50156.011719 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -50156.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -48840.070312 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -48840.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -48950.398438 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -48950.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -48973.324219 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -48973.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -48976.851562 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -48976.85 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 143 members 
Entering Unmasked Estep 
Score: -48976.851562 Penalty: 2856.415283
	Iteration 4F: 3 clusters Score -48976.85 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (35691 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35691 members 
Entering Unmasked Estep 
Score: -7130905.500000 Penalty: 2599.697998
	Iteration 0F: 2 clusters Score -7130906 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 17802 members 
Entering Unmasked Estep 
Score: -7111486.500000 Penalty: 5199.395996
	Iteration 0F: 3 clusters Score -7111486 nChanged 16294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17927 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -7120580.500000 Penalty: 5199.395996
	Iteration 1F: 3 clusters Score -7120580 nChanged 1899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18096 members 
Mstep: Class 2 contains 17595 members 
Entering Unmasked Estep 
Score: -7121406.000000 Penalty: 5199.395996
	Iteration 2F: 3 clusters Score -7121406 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18369 members 
Mstep: Class 2 contains 17322 members 
Entering Unmasked Estep 
Score: -7122314.500000 Penalty: 5199.395996
	Iteration 3F: 3 clusters Score -7122314 nChanged 2035
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18776 members 
Mstep: Class 2 contains 16915 members 
Entering Unmasked Estep 
Score: -7123427.000000 Penalty: 5199.395996
	Iteration 4F: 3 clusters Score -7123427 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19277 members 
Mstep: Class 2 contains 16414 members 
Entering Unmasked Estep 
Score: -7124609.000000 Penalty: 5199.395996
	Iteration 5F: 3 clusters Score -7124609 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19909 members 
Mstep: Class 2 contains 15782 members 
Entering Unmasked Estep 
Score: -7125897.500000 Penalty: 5199.395996
	Iteration 6F: 3 clusters Score -7125898 nChanged 1981
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20634 members 
Mstep: Class 2 contains 15057 members 
Entering Unmasked Estep 
Score: -7127157.000000 Penalty: 5199.395996
	Iteration 7F: 3 clusters Score -7127157 nChanged 1942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21338 members 
Mstep: Class 2 contains 14353 members 
Entering Unmasked Estep 
Score: -7128424.500000 Penalty: 5199.395996
	Iteration 8F: 3 clusters Score -7128424 nChanged 1870
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21916 members 
Mstep: Class 2 contains 13775 members 
Entering Unmasked Estep 
Score: -7129524.500000 Penalty: 5199.395996
	Iteration 9F: 3 clusters Score -7129524 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22311 members 
Mstep: Class 2 contains 13380 members 
Entering Unmasked Estep 
Score: -7130378.500000 Penalty: 5199.395996
	Iteration 10Q: 3 clusters Score -7130378 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22645 members 
Mstep: Class 2 contains 13046 members 
Entering Unmasked Estep 
Score: -7130942.500000 Penalty: 5199.395996
	Iteration 11Q: 3 clusters Score -7130942 nChanged 1023
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22900 members 
Mstep: Class 2 contains 12791 members 
Entering Unmasked Estep 
Score: -7131266.500000 Penalty: 5199.395996
	Iteration 12Q: 3 clusters Score -7131266 nChanged 758
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23250 members 
Mstep: Class 2 contains 12441 members 
Entering Unmasked Estep 
Score: -7131463.500000 Penalty: 5199.395996
	Iteration 13Q: 3 clusters Score -7131464 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23615 members 
Mstep: Class 2 contains 12076 members 
Entering Unmasked Estep 
Score: -7131531.000000 Penalty: 5199.395996
	Iteration 14Q: 3 clusters Score -7131531 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23974 members 
Mstep: Class 2 contains 11717 members 
Entering Unmasked Estep 
Score: -7131622.000000 Penalty: 5199.395996
	Iteration 15Q: 3 clusters Score -7131622 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24332 members 
Mstep: Class 2 contains 11359 members 
Entering Unmasked Estep 
Score: -7131654.500000 Penalty: 5199.395996
	Iteration 16Q: 3 clusters Score -7131654 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24703 members 
Mstep: Class 2 contains 10988 members 
Entering Unmasked Estep 
Score: -7131661.000000 Penalty: 5199.395996
	Iteration 17Q: 3 clusters Score -7131661 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25042 members 
Mstep: Class 2 contains 10649 members 
Entering Unmasked Estep 
Score: -7131661.500000 Penalty: 5199.395996
	Iteration 18Q: 3 clusters Score -7131662 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25376 members 
Mstep: Class 2 contains 10315 members 
Entering Unmasked Estep 
Score: -7131681.000000 Penalty: 5199.395996
	Iteration 19Q: 3 clusters Score -7131681 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25622 members 
Mstep: Class 2 contains 10069 members 
Entering Unmasked Estep 
Score: -7131678.500000 Penalty: 5199.395996
	Iteration 20F: 3 clusters Score -7131678 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 9852 members 
Entering Unmasked Estep 
Score: -7131644.500000 Penalty: 5199.395996
	Iteration 21Q: 3 clusters Score -7131644 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26055 members 
Mstep: Class 2 contains 9636 members 
Entering Unmasked Estep 
Score: -7131598.500000 Penalty: 5199.395996
	Iteration 22Q: 3 clusters Score -7131598 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26245 members 
Mstep: Class 2 contains 9446 members 
Entering Unmasked Estep 
Score: -7131587.000000 Penalty: 5199.395996
	Iteration 23Q: 3 clusters Score -7131587 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 9278 members 
Entering Unmasked Estep 
Score: -7131580.500000 Penalty: 5199.395996
	Iteration 24Q: 3 clusters Score -7131580 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
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	Iteration 25Q: 3 clusters Score -7131595 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26687 members 
Mstep: Class 2 contains 9004 members 
Entering Unmasked Estep 
Score: -7131575.500000 Penalty: 5199.395996
	Iteration 26Q: 3 clusters Score -7131576 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26781 members 
Mstep: Class 2 contains 8910 members 
Entering Unmasked Estep 
Score: -7131574.000000 Penalty: 5199.395996
	Iteration 27Q: 3 clusters Score -7131574 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26860 members 
Mstep: Class 2 contains 8831 members 
Entering Unmasked Estep 
Score: -7131551.000000 Penalty: 5199.395996
	Iteration 28Q: 3 clusters Score -7131551 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26953 members 
Mstep: Class 2 contains 8738 members 
Entering Unmasked Estep 
Score: -7131556.500000 Penalty: 5199.395996
	Iteration 29Q: 3 clusters Score -7131556 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27030 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -7131529.000000 Penalty: 5199.395996
	Iteration 30Q: 3 clusters Score -7131529 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27107 members 
Mstep: Class 2 contains 8584 members 
Entering Unmasked Estep 
Score: -7131496.000000 Penalty: 5199.395996
	Iteration 31Q: 3 clusters Score -7131496 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27159 members 
Mstep: Class 2 contains 8532 members 
Entering Unmasked Estep 
Score: -7131472.500000 Penalty: 5199.395996
	Iteration 32Q: 3 clusters Score -7131472 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27201 members 
Mstep: Class 2 contains 8490 members 
Entering Unmasked Estep 
Score: -7131468.500000 Penalty: 5199.395996
	Iteration 33Q: 3 clusters Score -7131468 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 8455 members 
Entering Unmasked Estep 
Score: -7131457.500000 Penalty: 5199.395996
	Iteration 34Q: 3 clusters Score -7131458 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27270 members 
Mstep: Class 2 contains 8421 members 
Entering Unmasked Estep 
Score: -7131453.000000 Penalty: 5199.395996
	Iteration 35Q: 3 clusters Score -7131453 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27307 members 
Mstep: Class 2 contains 8384 members 
Entering Unmasked Estep 
Score: -7131426.000000 Penalty: 5199.395996
	Iteration 36Q: 3 clusters Score -7131426 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27334 members 
Mstep: Class 2 contains 8357 members 
Entering Unmasked Estep 
Score: -7131419.000000 Penalty: 5199.395996
	Iteration 37Q: 3 clusters Score -7131419 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27360 members 
Mstep: Class 2 contains 8331 members 
Entering Unmasked Estep 
Score: -7131423.500000 Penalty: 5199.395996
	Iteration 38Q: 3 clusters Score -7131424 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27377 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -7131428.500000 Penalty: 5199.395996
	Iteration 39Q: 3 clusters Score -7131428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27388 members 
Mstep: Class 2 contains 8303 members 
Entering Unmasked Estep 
Score: -7131419.500000 Penalty: 5199.395996
	Iteration 40F: 3 clusters Score -7131420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27396 members 
Mstep: Class 2 contains 8295 members 
Entering Unmasked Estep 
Score: -7131428.000000 Penalty: 5199.395996
	Iteration 41Q: 3 clusters Score -7131428 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27404 members 
Mstep: Class 2 contains 8287 members 
Entering Unmasked Estep 
Score: -7131438.500000 Penalty: 5199.395996
	Iteration 42Q: 3 clusters Score -7131438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27409 members 
Mstep: Class 2 contains 8282 members 
Entering Unmasked Estep 
Score: -7131432.000000 Penalty: 5199.395996
	Iteration 43Q: 3 clusters Score -7131432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27416 members 
Mstep: Class 2 contains 8275 members 
Entering Unmasked Estep 
Score: -7131428.500000 Penalty: 5199.395996
	Iteration 44Q: 3 clusters Score -7131428 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27423 members 
Mstep: Class 2 contains 8268 members 
Entering Unmasked Estep 
Score: -7131434.500000 Penalty: 5199.395996
	Iteration 45Q: 3 clusters Score -7131434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27427 members 
Mstep: Class 2 contains 8264 members 
Entering Unmasked Estep 
Score: -7131437.500000 Penalty: 5199.395996
	Iteration 46Q: 3 clusters Score -7131438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27431 members 
Mstep: Class 2 contains 8260 members 
Entering Unmasked Estep 
Score: -7131432.000000 Penalty: 5199.395996
	Iteration 47Q: 3 clusters Score -7131432 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27438 members 
Mstep: Class 2 contains 8253 members 
Entering Unmasked Estep 
Score: -7131439.000000 Penalty: 5199.395996
	Iteration 48Q: 3 clusters Score -7131439 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27445 members 
Mstep: Class 2 contains 8246 members 
Entering Unmasked Estep 
Score: -7131432.000000 Penalty: 5199.395996
	Iteration 49Q: 3 clusters Score -7131432 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27457 members 
Mstep: Class 2 contains 8234 members 
Entering Unmasked Estep 
Score: -7131422.500000 Penalty: 5199.395996
	Iteration 50Q: 3 clusters Score -7131422 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27471 members 
Mstep: Class 2 contains 8220 members 
Entering Unmasked Estep 
Score: -7131413.500000 Penalty: 5199.395996
	Iteration 51Q: 3 clusters Score -7131414 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27479 members 
Mstep: Class 2 contains 8212 members 
Entering Unmasked Estep 
Score: -7131419.500000 Penalty: 5199.395996
	Iteration 52Q: 3 clusters Score -7131420 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27485 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -7131410.500000 Penalty: 5199.395996
	Iteration 53Q: 3 clusters Score -7131410 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 8192 members 
Entering Unmasked Estep 
Score: -7131414.500000 Penalty: 5199.395996
	Iteration 54Q: 3 clusters Score -7131414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27508 members 
Mstep: Class 2 contains 8183 members 
Entering Unmasked Estep 
Score: -7131413.000000 Penalty: 5199.395996
	Iteration 55Q: 3 clusters Score -7131413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27520 members 
Mstep: Class 2 contains 8171 members 
Entering Unmasked Estep 
Score: -7131421.000000 Penalty: 5199.395996
	Iteration 56Q: 3 clusters Score -7131421 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27527 members 
Mstep: Class 2 contains 8164 members 
Entering Unmasked Estep 
Score: -7131427.000000 Penalty: 5199.395996
	Iteration 57Q: 3 clusters Score -7131427 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27540 members 
Mstep: Class 2 contains 8151 members 
Entering Unmasked Estep 
Score: -7131430.500000 Penalty: 5199.395996
	Iteration 58Q: 3 clusters Score -7131430 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 8139 members 
Entering Unmasked Estep 
Score: -7131439.000000 Penalty: 5199.395996
	Iteration 59Q: 3 clusters Score -7131439 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27563 members 
Mstep: Class 2 contains 8128 members 
Entering Unmasked Estep 
Score: -7131449.000000 Penalty: 5199.395996
	Iteration 60F: 3 clusters Score -7131449 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27569 members 
Mstep: Class 2 contains 8122 members 
Entering Unmasked Estep 
Score: -7131456.000000 Penalty: 5199.395996
	Iteration 61Q: 3 clusters Score -7131456 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27580 members 
Mstep: Class 2 contains 8111 members 
Entering Unmasked Estep 
Score: -7131448.000000 Penalty: 5199.395996
	Iteration 62Q: 3 clusters Score -7131448 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27587 members 
Mstep: Class 2 contains 8104 members 
Entering Unmasked Estep 
Score: -7131453.000000 Penalty: 5199.395996
	Iteration 63Q: 3 clusters Score -7131453 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27594 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -7131451.500000 Penalty: 5199.395996
	Iteration 64Q: 3 clusters Score -7131452 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27605 members 
Mstep: Class 2 contains 8086 members 
Entering Unmasked Estep 
Score: -7131445.500000 Penalty: 5199.395996
	Iteration 65Q: 3 clusters Score -7131446 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27619 members 
Mstep: Class 2 contains 8072 members 
Entering Unmasked Estep 
Score: -7131443.500000 Penalty: 5199.395996
	Iteration 66Q: 3 clusters Score -7131444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27632 members 
Mstep: Class 2 contains 8059 members 
Entering Unmasked Estep 
Score: -7131428.000000 Penalty: 5199.395996
	Iteration 67Q: 3 clusters Score -7131428 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27645 members 
Mstep: Class 2 contains 8046 members 
Entering Unmasked Estep 
Score: -7131418.500000 Penalty: 5199.395996
	Iteration 68Q: 3 clusters Score -7131418 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27662 members 
Mstep: Class 2 contains 8029 members 
Entering Unmasked Estep 
Score: -7131412.500000 Penalty: 5199.395996
	Iteration 69Q: 3 clusters Score -7131412 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 8007 members 
Entering Unmasked Estep 
Score: -7131408.000000 Penalty: 5199.395996
	Iteration 70Q: 3 clusters Score -7131408 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27709 members 
Mstep: Class 2 contains 7982 members 
Entering Unmasked Estep 
Score: -7131398.500000 Penalty: 5199.395996
	Iteration 71Q: 3 clusters Score -7131398 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27735 members 
Mstep: Class 2 contains 7956 members 
Entering Unmasked Estep 
Score: -7131413.000000 Penalty: 5199.395996
	Iteration 72Q: 3 clusters Score -7131413 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27751 members 
Mstep: Class 2 contains 7940 members 
Entering Unmasked Estep 
Score: -7131396.500000 Penalty: 5199.395996
	Iteration 73Q: 3 clusters Score -7131396 nChanged 20
Entering Unmasked Mstep 
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Mstep: Class 1 contains 27771 members 
Mstep: Class 2 contains 7920 members 
Entering Unmasked Estep 
Score: -7131398.500000 Penalty: 5199.395996
	Iteration 74Q: 3 clusters Score -7131398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -7131397.000000 Penalty: 5199.395996
	Iteration 75Q: 3 clusters Score -7131397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27807 members 
Mstep: Class 2 contains 7884 members 
Entering Unmasked Estep 
Score: -7131397.500000 Penalty: 5199.395996
	Iteration 76Q: 3 clusters Score -7131398 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -7131388.500000 Penalty: 5199.395996
	Iteration 77Q: 3 clusters Score -7131388 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27846 members 
Mstep: Class 2 contains 7845 members 
Entering Unmasked Estep 
Score: -7131380.000000 Penalty: 5199.395996
	Iteration 78Q: 3 clusters Score -7131380 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27867 members 
Mstep: Class 2 contains 7824 members 
Entering Unmasked Estep 
Score: -7131383.500000 Penalty: 5199.395996
	Iteration 79Q: 3 clusters Score -7131384 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27894 members 
Mstep: Class 2 contains 7797 members 
Entering Unmasked Estep 
Score: -7131374.000000 Penalty: 5199.395996
	Iteration 80F: 3 clusters Score -7131374 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27920 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -7131379.500000 Penalty: 5199.395996
	Iteration 81Q: 3 clusters Score -7131380 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27935 members 
Mstep: Class 2 contains 7756 members 
Entering Unmasked Estep 
Score: -7131382.000000 Penalty: 5199.395996
	Iteration 82Q: 3 clusters Score -7131382 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27948 members 
Mstep: Class 2 contains 7743 members 
Entering Unmasked Estep 
Score: -7131378.000000 Penalty: 5199.395996
	Iteration 83Q: 3 clusters Score -7131378 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 7733 members 
Entering Unmasked Estep 
Score: -7131380.500000 Penalty: 5199.395996
	Iteration 84Q: 3 clusters Score -7131380 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27971 members 
Mstep: Class 2 contains 7720 members 
Entering Unmasked Estep 
Score: -7131382.500000 Penalty: 5199.395996
	Iteration 85Q: 3 clusters Score -7131382 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27982 members 
Mstep: Class 2 contains 7709 members 
Entering Unmasked Estep 
Score: -7131373.500000 Penalty: 5199.395996
	Iteration 86Q: 3 clusters Score -7131374 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27993 members 
Mstep: Class 2 contains 7698 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -7131380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27996 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -7131379.500000 Penalty: 5199.395996
	Iteration 88Q: 3 clusters Score -7131380 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28002 members 
Mstep: Class 2 contains 7689 members 
Entering Unmasked Estep 
Score: -7131388.500000 Penalty: 5199.395996
	Iteration 89Q: 3 clusters Score -7131388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 7683 members 
Entering Unmasked Estep 
Score: -7131401.500000 Penalty: 5199.395996
	Iteration 90Q: 3 clusters Score -7131402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28015 members 
Mstep: Class 2 contains 7676 members 
Entering Unmasked Estep 
Score: -7131397.500000 Penalty: 5199.395996
	Iteration 91Q: 3 clusters Score -7131398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28027 members 
Mstep: Class 2 contains 7664 members 
Entering Unmasked Estep 
Score: -7131383.500000 Penalty: 5199.395996
	Iteration 92Q: 3 clusters Score -7131384 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28041 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -7131378.500000 Penalty: 5199.395996
	Iteration 93Q: 3 clusters Score -7131378 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28052 members 
Mstep: Class 2 contains 7639 members 
Entering Unmasked Estep 
Score: -7131389.500000 Penalty: 5199.395996
	Iteration 94Q: 3 clusters Score -7131390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28062 members 
Mstep: Class 2 contains 7629 members 
Entering Unmasked Estep 
Score: -7131395.500000 Penalty: 5199.395996
	Iteration 95Q: 3 clusters Score -7131396 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28071 members 
Mstep: Class 2 contains 7620 members 
Entering Unmasked Estep 
Score: -7131385.500000 Penalty: 5199.395996
	Iteration 96Q: 3 clusters Score -7131386 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28077 members 
Mstep: Class 2 contains 7614 members 
Entering Unmasked Estep 
Score: -7131394.000000 Penalty: 5199.395996
	Iteration 97Q: 3 clusters Score -7131394 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28084 members 
Mstep: Class 2 contains 7607 members 
Entering Unmasked Estep 
Score: -7131393.500000 Penalty: 5199.395996
	Iteration 98Q: 3 clusters Score -7131394 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -7131390 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 28087 members 
Mstep: Class 2 contains 7604 members 
Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -7131390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 5853 members 
Mstep: Class 3 contains 33635 members 
Mstep: Class 4 contains 45046 members 
Mstep: Class 5 contains 19213 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 41043 members 
Mstep: Class 8 contains 44583 members 
Mstep: Class 9 contains 55809 members 
Mstep: Class 10 contains 17299 members 
Mstep: Class 11 contains 28002 members 
Mstep: Class 12 contains 58454 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18383 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44000 members 
Mstep: Class 18 contains 5582 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28978 members 
Mstep: Class 22 contains 42122 members 
Mstep: Class 23 contains 28717 members 
Mstep: Class 24 contains 7012 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 41931 members 
Mstep: Class 27 contains 55802 members 
Mstep: Class 28 contains 51000 members 
Mstep: Class 29 contains 4097 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 58011 members 
Mstep: Class 32 contains 21407 members 
Mstep: Class 33 contains 42687 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45197 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31459 members 
Mstep: Class 40 contains 7604 members 
Mstep: Class 41 contains 23260 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25899 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46126 members 
Mstep: Class 47 contains 27039 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 21511 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28087 members 
Entering Unmasked Estep 
Score: -207971632.000000 Penalty: 179582.890625
Splitting cluster 52 changes total score from -207970672.000000 to -207971632.000000
So it's getting split into cluster 40.
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19072 members 
Mstep: Class 2 contains 5853 members 
Mstep: Class 3 contains 33635 members 
Mstep: Class 4 contains 45046 members 
Mstep: Class 5 contains 19213 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 41043 members 
Mstep: Class 8 contains 44583 members 
Mstep: Class 9 contains 55809 members 
Mstep: Class 10 contains 17299 members 
Mstep: Class 11 contains 28002 members 
Mstep: Class 12 contains 58454 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18383 members 
Mstep: Class 15 contains 9325 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44000 members 
Mstep: Class 18 contains 5582 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28978 members 
Mstep: Class 22 contains 42122 members 
Mstep: Class 23 contains 28717 members 
Mstep: Class 24 contains 7012 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 41931 members 
Mstep: Class 27 contains 55802 members 
Mstep: Class 28 contains 51000 members 
Mstep: Class 29 contains 4097 members 
Mstep: Class 30 contains 11038 members 
Mstep: Class 31 contains 58011 members 
Mstep: Class 32 contains 21407 members 
Mstep: Class 33 contains 42687 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45197 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31459 members 
Mstep: Class 41 contains 23260 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25899 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46126 members 
Mstep: Class 47 contains 27039 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 21511 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28087 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972720.000000 Penalty: 179582.890625
Iteration 279Q: 53 clusters Score -2.079727e+08 nChanged 5560
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19074 members 
Mstep: Class 2 contains 5850 members 
Mstep: Class 3 contains 33746 members 
Mstep: Class 4 contains 45085 members 
Mstep: Class 5 contains 19213 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 41070 members 
Mstep: Class 8 contains 44583 members 
Mstep: Class 9 contains 55804 members 
Mstep: Class 10 contains 17296 members 
Mstep: Class 11 contains 28070 members 
Mstep: Class 12 contains 58444 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18326 members 
Mstep: Class 15 contains 9314 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44072 members 
Mstep: Class 18 contains 5579 members 
Mstep: Class 19 contains 5993 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29035 members 
Mstep: Class 22 contains 42172 members 
Mstep: Class 23 contains 28732 members 
Mstep: Class 24 contains 6882 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 41960 members 
Mstep: Class 27 contains 55772 members 
Mstep: Class 28 contains 50954 members 
Mstep: Class 29 contains 4097 members 
Mstep: Class 30 contains 10974 members 
Mstep: Class 31 contains 58009 members 
Mstep: Class 32 contains 21232 members 
Mstep: Class 33 contains 42670 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45204 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 31283 members 
Mstep: Class 40 contains 7577 members 
Mstep: Class 41 contains 23252 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25822 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46110 members 
Mstep: Class 47 contains 26644 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 21730 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28645 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974368.000000 Penalty: 179582.890625
Iteration 280F: 53 clusters Score -2.079744e+08 nChanged 5065
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19068 members 
Mstep: Class 2 contains 5845 members 
Mstep: Class 3 contains 33727 members 
Mstep: Class 4 contains 45128 members 
Mstep: Class 5 contains 19217 members 
Mstep: Class 6 contains 1471 members 
Mstep: Class 7 contains 41083 members 
Mstep: Class 8 contains 44577 members 
Mstep: Class 9 contains 55805 members 
Mstep: Class 10 contains 17285 members 
Mstep: Class 11 contains 27984 members 
Mstep: Class 12 contains 58423 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18258 members 
Mstep: Class 15 contains 9313 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44064 members 
Mstep: Class 18 contains 5579 members 
Mstep: Class 19 contains 5997 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29078 members 
Mstep: Class 22 contains 42185 members 
Mstep: Class 23 contains 28749 members 
Mstep: Class 24 contains 6712 members 
Mstep: Class 25 contains 6912 members 
Mstep: Class 26 contains 41977 members 
Mstep: Class 27 contains 55698 members 
Mstep: Class 28 contains 50918 members 
Mstep: Class 29 contains 4094 members 
Mstep: Class 30 contains 10880 members 
Mstep: Class 31 contains 58011 members 
Mstep: Class 32 contains 21116 members 
Mstep: Class 33 contains 42661 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1733 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45205 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 30443 members 
Mstep: Class 40 contains 8706 members 
Mstep: Class 41 contains 23245 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25752 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46109 members 
Mstep: Class 47 contains 26250 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 21933 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 29199 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976032.000000 Penalty: 179582.890625
Iteration 281Q: 53 clusters Score -2.07976e+08 nChanged 4298
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19051 members 
Mstep: Class 2 contains 5842 members 
Mstep: Class 3 contains 33757 members 
Mstep: Class 4 contains 45173 members 
Mstep: Class 5 contains 19225 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 41086 members 
Mstep: Class 8 contains 44558 members 
Mstep: Class 9 contains 55801 members 
Mstep: Class 10 contains 17278 members 
Mstep: Class 11 contains 27916 members 
Mstep: Class 12 contains 58394 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18187 members 
Mstep: Class 15 contains 9302 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44049 members 
Mstep: Class 18 contains 5578 members 
Mstep: Class 19 contains 5997 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29115 members 
Mstep: Class 22 contains 42224 members 
Mstep: Class 23 contains 28775 members 
Mstep: Class 24 contains 6536 members 
Mstep: Class 25 contains 6914 members 
Mstep: Class 26 contains 42003 members 
Mstep: Class 27 contains 55640 members 
Mstep: Class 28 contains 50891 members 
Mstep: Class 29 contains 4093 members 
Mstep: Class 30 contains 10821 members 
Mstep: Class 31 contains 57997 members 
Mstep: Class 32 contains 21078 members 
Mstep: Class 33 contains 42645 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1732 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45221 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29793 members 
Mstep: Class 40 contains 9513 members 
Mstep: Class 41 contains 23235 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25690 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46104 members 
Mstep: Class 47 contains 25953 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22066 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 29687 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976240.000000 Penalty: 179582.890625
Iteration 282Q: 53 clusters Score -2.079762e+08 nChanged 4205
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19042 members 
Mstep: Class 2 contains 5847 members 
Mstep: Class 3 contains 33753 members 
Mstep: Class 4 contains 45218 members 
Mstep: Class 5 contains 19228 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 41113 members 
Mstep: Class 8 contains 44580 members 
Mstep: Class 9 contains 55797 members 
Mstep: Class 10 contains 17269 members 
Mstep: Class 11 contains 27842 members 
Mstep: Class 12 contains 58363 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18129 members 
Mstep: Class 15 contains 9300 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44033 members 
Mstep: Class 18 contains 5573 members 
Mstep: Class 19 contains 5997 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29151 members 
Mstep: Class 22 contains 42209 members 
Mstep: Class 23 contains 28788 members 
Mstep: Class 24 contains 6384 members 
Mstep: Class 25 contains 6913 members 
Mstep: Class 26 contains 42046 members 
Mstep: Class 27 contains 55606 members 
Mstep: Class 28 contains 50903 members 
Mstep: Class 29 contains 4089 members 
Mstep: Class 30 contains 10762 members 
Mstep: Class 31 contains 57973 members 
Mstep: Class 32 contains 21088 members 
Mstep: Class 33 contains 42602 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45222 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29171 members 
Mstep: Class 40 contains 10383 members 
Mstep: Class 41 contains 23216 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25642 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46085 members 
Mstep: Class 47 contains 25619 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22110 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 30143 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207977264.000000 Penalty: 179582.890625
Iteration 283Q: 53 clusters Score -2.079773e+08 nChanged 4017
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19044 members 
Mstep: Class 2 contains 5837 members 
Mstep: Class 3 contains 33736 members 
Mstep: Class 4 contains 45223 members 
Mstep: Class 5 contains 19243 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 41144 members 
Mstep: Class 8 contains 44607 members 
Mstep: Class 9 contains 55791 members 
Mstep: Class 10 contains 17256 members 
Mstep: Class 11 contains 27790 members 
Mstep: Class 12 contains 58356 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18080 members 
Mstep: Class 15 contains 9304 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44014 members 
Mstep: Class 18 contains 5567 members 
Mstep: Class 19 contains 5999 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29207 members 
Mstep: Class 22 contains 42211 members 
Mstep: Class 23 contains 28805 members 
Mstep: Class 24 contains 6244 members 
Mstep: Class 25 contains 6910 members 
Mstep: Class 26 contains 42068 members 
Mstep: Class 27 contains 55574 members 
Mstep: Class 28 contains 50899 members 
Mstep: Class 29 contains 4084 members 
Mstep: Class 30 contains 10718 members 
Mstep: Class 31 contains 57955 members 
Mstep: Class 32 contains 21152 members 
Mstep: Class 33 contains 42561 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45208 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28539 members 
Mstep: Class 40 contains 11263 members 
Mstep: Class 41 contains 23201 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25585 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46085 members 
Mstep: Class 47 contains 25347 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22121 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 30461 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207977408.000000 Penalty: 179582.890625
Iteration 284Q: 53 clusters Score -2.079774e+08 nChanged 3779
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19034 members 
Mstep: Class 2 contains 5831 members 
Mstep: Class 3 contains 33744 members 
Mstep: Class 4 contains 45217 members 
Mstep: Class 5 contains 19265 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 41175 members 
Mstep: Class 8 contains 44666 members 
Mstep: Class 9 contains 55777 members 
Mstep: Class 10 contains 17235 members 
Mstep: Class 11 contains 27714 members 
Mstep: Class 12 contains 58338 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18032 members 
Mstep: Class 15 contains 9303 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43993 members 
Mstep: Class 18 contains 5565 members 
Mstep: Class 19 contains 5999 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29266 members 
Mstep: Class 22 contains 42224 members 
Mstep: Class 23 contains 28824 members 
Mstep: Class 24 contains 6091 members 
Mstep: Class 25 contains 6908 members 
Mstep: Class 26 contains 42109 members 
Mstep: Class 27 contains 55554 members 
Mstep: Class 28 contains 50888 members 
Mstep: Class 29 contains 4081 members 
Mstep: Class 30 contains 10664 members 
Mstep: Class 31 contains 57930 members 
Mstep: Class 32 contains 21258 members 
Mstep: Class 33 contains 42534 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45201 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27968 members 
Mstep: Class 40 contains 12114 members 
Mstep: Class 41 contains 23180 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25532 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46069 members 
Mstep: Class 47 contains 25133 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22130 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 30643 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207977712.000000 Penalty: 179582.890625
Iteration 285Q: 53 clusters Score -2.079777e+08 nChanged 3728
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 5824 members 
Mstep: Class 3 contains 33737 members 
Mstep: Class 4 contains 45241 members 
Mstep: Class 5 contains 19289 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 41182 members 
Mstep: Class 8 contains 44704 members 
Mstep: Class 9 contains 55754 members 
Mstep: Class 10 contains 17230 members 
Mstep: Class 11 contains 27662 members 
Mstep: Class 12 contains 58333 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 18005 members 
Mstep: Class 15 contains 9309 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43980 members 
Mstep: Class 18 contains 5567 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29314 members 
Mstep: Class 22 contains 42256 members 
Mstep: Class 23 contains 28835 members 
Mstep: Class 24 contains 5967 members 
Mstep: Class 25 contains 6906 members 
Mstep: Class 26 contains 42100 members 
Mstep: Class 27 contains 55520 members 
Mstep: Class 28 contains 50861 members 
Mstep: Class 29 contains 4076 members 
Mstep: Class 30 contains 10619 members 
Mstep: Class 31 contains 57909 members 
Mstep: Class 32 contains 21356 members 
Mstep: Class 33 contains 42517 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45199 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27403 members 
Mstep: Class 40 contains 12975 members 
Mstep: Class 41 contains 23156 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25479 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46073 members 
Mstep: Class 47 contains 24966 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22124 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 30739 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207977728.000000 Penalty: 179582.890625
Iteration 286Q: 53 clusters Score -2.079777e+08 nChanged 3494
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 19007 members 
Mstep: Class 2 contains 5820 members 
Mstep: Class 3 contains 33777 members 
Mstep: Class 4 contains 45250 members 
Mstep: Class 5 contains 19308 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 41170 members 
Mstep: Class 8 contains 44700 members 
Mstep: Class 9 contains 55723 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 27607 members 
Mstep: Class 12 contains 58316 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17972 members 
Mstep: Class 15 contains 9306 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43994 members 
Mstep: Class 18 contains 5564 members 
Mstep: Class 19 contains 6003 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29377 members 
Mstep: Class 22 contains 42298 members 
Mstep: Class 23 contains 28836 members 
Mstep: Class 24 contains 5839 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 42113 members 
Mstep: Class 27 contains 55484 members 
Mstep: Class 28 contains 50841 members 
Mstep: Class 29 contains 4075 members 
Mstep: Class 30 contains 10577 members 
Mstep: Class 31 contains 57894 members 
Mstep: Class 32 contains 21448 members 
Mstep: Class 33 contains 42491 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45195 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26956 members 
Mstep: Class 40 contains 13763 members 
Mstep: Class 41 contains 23142 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25445 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46086 members 
Mstep: Class 47 contains 24822 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22126 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 30724 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207978320.000000 Penalty: 179582.890625
Iteration 287Q: 53 clusters Score -2.079783e+08 nChanged 3540
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18995 members 
Mstep: Class 2 contains 5810 members 
Mstep: Class 3 contains 33802 members 
Mstep: Class 4 contains 45247 members 
Mstep: Class 5 contains 19308 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 41214 members 
Mstep: Class 8 contains 44709 members 
Mstep: Class 9 contains 55695 members 
Mstep: Class 10 contains 17238 members 
Mstep: Class 11 contains 27521 members 
Mstep: Class 12 contains 58314 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17942 members 
Mstep: Class 15 contains 9309 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44010 members 
Mstep: Class 18 contains 5563 members 
Mstep: Class 19 contains 6005 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29451 members 
Mstep: Class 22 contains 42301 members 
Mstep: Class 23 contains 28843 members 
Mstep: Class 24 contains 5718 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 42127 members 
Mstep: Class 27 contains 55454 members 
Mstep: Class 28 contains 50808 members 
Mstep: Class 29 contains 4072 members 
Mstep: Class 30 contains 10529 members 
Mstep: Class 31 contains 57877 members 
Mstep: Class 32 contains 21561 members 
Mstep: Class 33 contains 42432 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45179 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26585 members 
Mstep: Class 40 contains 14555 members 
Mstep: Class 41 contains 23133 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25396 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46096 members 
Mstep: Class 47 contains 24682 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22114 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 30688 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207978032.000000 Penalty: 179582.890625
Iteration 288Q: 53 clusters Score -2.07978e+08 nChanged 3469
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18991 members 
Mstep: Class 2 contains 5799 members 
Mstep: Class 3 contains 33808 members 
Mstep: Class 4 contains 45259 members 
Mstep: Class 5 contains 19304 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 41269 members 
Mstep: Class 8 contains 44716 members 
Mstep: Class 9 contains 55671 members 
Mstep: Class 10 contains 17237 members 
Mstep: Class 11 contains 27453 members 
Mstep: Class 12 contains 58315 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17934 members 
Mstep: Class 15 contains 9307 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43994 members 
Mstep: Class 18 contains 5560 members 
Mstep: Class 19 contains 6004 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29509 members 
Mstep: Class 22 contains 42301 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 5619 members 
Mstep: Class 25 contains 6907 members 
Mstep: Class 26 contains 42113 members 
Mstep: Class 27 contains 55465 members 
Mstep: Class 28 contains 50772 members 
Mstep: Class 29 contains 4071 members 
Mstep: Class 30 contains 10464 members 
Mstep: Class 31 contains 57860 members 
Mstep: Class 32 contains 21636 members 
Mstep: Class 33 contains 42362 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45187 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26295 members 
Mstep: Class 40 contains 15283 members 
Mstep: Class 41 contains 23129 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25370 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46111 members 
Mstep: Class 47 contains 24551 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22084 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 30631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207978112.000000 Penalty: 179582.890625
Iteration 289Q: 53 clusters Score -2.079781e+08 nChanged 3371
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 5787 members 
Mstep: Class 3 contains 33795 members 
Mstep: Class 4 contains 45293 members 
Mstep: Class 5 contains 19315 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 41329 members 
Mstep: Class 8 contains 44744 members 
Mstep: Class 9 contains 55667 members 
Mstep: Class 10 contains 17230 members 
Mstep: Class 11 contains 27432 members 
Mstep: Class 12 contains 58314 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17917 members 
Mstep: Class 15 contains 9303 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43973 members 
Mstep: Class 18 contains 5555 members 
Mstep: Class 19 contains 6005 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29577 members 
Mstep: Class 22 contains 42307 members 
Mstep: Class 23 contains 28837 members 
Mstep: Class 24 contains 5495 members 
Mstep: Class 25 contains 6906 members 
Mstep: Class 26 contains 42091 members 
Mstep: Class 27 contains 55444 members 
Mstep: Class 28 contains 50759 members 
Mstep: Class 29 contains 4069 members 
Mstep: Class 30 contains 10412 members 
Mstep: Class 31 contains 57839 members 
Mstep: Class 32 contains 21708 members 
Mstep: Class 33 contains 42304 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45200 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26081 members 
Mstep: Class 40 contains 15908 members 
Mstep: Class 41 contains 23128 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25338 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46096 members 
Mstep: Class 47 contains 24421 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22099 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 30532 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207977824.000000 Penalty: 179582.890625
Iteration 290Q: 53 clusters Score -2.079778e+08 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18965 members 
Mstep: Class 2 contains 5772 members 
Mstep: Class 3 contains 33763 members 
Mstep: Class 4 contains 45299 members 
Mstep: Class 5 contains 19323 members 
Mstep: Class 6 contains 1470 members 
Mstep: Class 7 contains 41382 members 
Mstep: Class 8 contains 44778 members 
Mstep: Class 9 contains 55630 members 
Mstep: Class 10 contains 17226 members 
Mstep: Class 11 contains 27400 members 
Mstep: Class 12 contains 58326 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17893 members 
Mstep: Class 15 contains 9303 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43952 members 
Mstep: Class 18 contains 5553 members 
Mstep: Class 19 contains 6006 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29678 members 
Mstep: Class 22 contains 42339 members 
Mstep: Class 23 contains 28834 members 
Mstep: Class 24 contains 5394 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 42034 members 
Mstep: Class 27 contains 55419 members 
Mstep: Class 28 contains 50746 members 
Mstep: Class 29 contains 4066 members 
Mstep: Class 30 contains 10351 members 
Mstep: Class 31 contains 57827 members 
Mstep: Class 32 contains 21782 members 
Mstep: Class 33 contains 42242 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45197 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25919 members 
Mstep: Class 40 contains 16459 members 
Mstep: Class 41 contains 23127 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25327 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46105 members 
Mstep: Class 47 contains 24326 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22156 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 30387 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207978080.000000 Penalty: 179582.890625
Iteration 291Q: 53 clusters Score -2.079781e+08 nChanged 3099
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18947 members 
Mstep: Class 2 contains 5767 members 
Mstep: Class 3 contains 33752 members 
Mstep: Class 4 contains 45303 members 
Mstep: Class 5 contains 19331 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41428 members 
Mstep: Class 8 contains 44803 members 
Mstep: Class 9 contains 55627 members 
Mstep: Class 10 contains 17230 members 
Mstep: Class 11 contains 27348 members 
Mstep: Class 12 contains 58311 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17861 members 
Mstep: Class 15 contains 9299 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43930 members 
Mstep: Class 18 contains 5549 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29745 members 
Mstep: Class 22 contains 42356 members 
Mstep: Class 23 contains 28837 members 
Mstep: Class 24 contains 5284 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 41990 members 
Mstep: Class 27 contains 55408 members 
Mstep: Class 28 contains 50711 members 
Mstep: Class 29 contains 4062 members 
Mstep: Class 30 contains 10302 members 
Mstep: Class 31 contains 57803 members 
Mstep: Class 32 contains 21839 members 
Mstep: Class 33 contains 42201 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45200 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25816 members 
Mstep: Class 40 contains 17001 members 
Mstep: Class 41 contains 23131 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25320 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46112 members 
Mstep: Class 47 contains 24263 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22235 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 30176 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207978000.000000 Penalty: 179582.890625
Iteration 292Q: 53 clusters Score -2.07978e+08 nChanged 2960
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18929 members 
Mstep: Class 2 contains 5768 members 
Mstep: Class 3 contains 33697 members 
Mstep: Class 4 contains 45313 members 
Mstep: Class 5 contains 19341 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41458 members 
Mstep: Class 8 contains 44829 members 
Mstep: Class 9 contains 55615 members 
Mstep: Class 10 contains 17234 members 
Mstep: Class 11 contains 27292 members 
Mstep: Class 12 contains 58292 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17834 members 
Mstep: Class 15 contains 9298 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43911 members 
Mstep: Class 18 contains 5547 members 
Mstep: Class 19 contains 6009 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29804 members 
Mstep: Class 22 contains 42372 members 
Mstep: Class 23 contains 28849 members 
Mstep: Class 24 contains 5171 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 41903 members 
Mstep: Class 27 contains 55412 members 
Mstep: Class 28 contains 50697 members 
Mstep: Class 29 contains 4059 members 
Mstep: Class 30 contains 10268 members 
Mstep: Class 31 contains 57788 members 
Mstep: Class 32 contains 21905 members 
Mstep: Class 33 contains 42166 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45204 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25730 members 
Mstep: Class 40 contains 17531 members 
Mstep: Class 41 contains 23126 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25321 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46141 members 
Mstep: Class 47 contains 24162 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22313 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 29998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207978896.000000 Penalty: 179582.890625
Iteration 293Q: 53 clusters Score -2.079789e+08 nChanged 2845
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18919 members 
Mstep: Class 2 contains 5775 members 
Mstep: Class 3 contains 33643 members 
Mstep: Class 4 contains 45299 members 
Mstep: Class 5 contains 19348 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41468 members 
Mstep: Class 8 contains 44861 members 
Mstep: Class 9 contains 55622 members 
Mstep: Class 10 contains 17238 members 
Mstep: Class 11 contains 27235 members 
Mstep: Class 12 contains 58289 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17805 members 
Mstep: Class 15 contains 9286 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43857 members 
Mstep: Class 18 contains 5542 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29849 members 
Mstep: Class 22 contains 42414 members 
Mstep: Class 23 contains 28859 members 
Mstep: Class 24 contains 5083 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 41847 members 
Mstep: Class 27 contains 55409 members 
Mstep: Class 28 contains 50653 members 
Mstep: Class 29 contains 4055 members 
Mstep: Class 30 contains 10214 members 
Mstep: Class 31 contains 57755 members 
Mstep: Class 32 contains 21968 members 
Mstep: Class 33 contains 42150 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45225 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25612 members 
Mstep: Class 40 contains 18012 members 
Mstep: Class 41 contains 23121 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25328 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46155 members 
Mstep: Class 47 contains 24082 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22444 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 29857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207979056.000000 Penalty: 179582.890625
Iteration 294Q: 53 clusters Score -2.079791e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18908 members 
Mstep: Class 2 contains 5767 members 
Mstep: Class 3 contains 33655 members 
Mstep: Class 4 contains 45290 members 
Mstep: Class 5 contains 19363 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41450 members 
Mstep: Class 8 contains 44880 members 
Mstep: Class 9 contains 55608 members 
Mstep: Class 10 contains 17241 members 
Mstep: Class 11 contains 27184 members 
Mstep: Class 12 contains 58302 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17779 members 
Mstep: Class 15 contains 9275 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43825 members 
Mstep: Class 18 contains 5538 members 
Mstep: Class 19 contains 6010 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29897 members 
Mstep: Class 22 contains 42441 members 
Mstep: Class 23 contains 28880 members 
Mstep: Class 24 contains 4979 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 41795 members 
Mstep: Class 27 contains 55413 members 
Mstep: Class 28 contains 50629 members 
Mstep: Class 29 contains 4050 members 
Mstep: Class 30 contains 10162 members 
Mstep: Class 31 contains 57676 members 
Mstep: Class 32 contains 22052 members 
Mstep: Class 33 contains 42155 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45260 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25519 members 
Mstep: Class 40 contains 18450 members 
Mstep: Class 41 contains 23117 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25337 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46149 members 
Mstep: Class 47 contains 23986 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22568 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 29697 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207979792.000000 Penalty: 179582.890625
Iteration 295Q: 53 clusters Score -2.079798e+08 nChanged 2854
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18887 members 
Mstep: Class 2 contains 5754 members 
Mstep: Class 3 contains 33632 members 
Mstep: Class 4 contains 45248 members 
Mstep: Class 5 contains 19377 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41422 members 
Mstep: Class 8 contains 44926 members 
Mstep: Class 9 contains 55585 members 
Mstep: Class 10 contains 17244 members 
Mstep: Class 11 contains 27124 members 
Mstep: Class 12 contains 58310 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17739 members 
Mstep: Class 15 contains 9261 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43815 members 
Mstep: Class 18 contains 5537 members 
Mstep: Class 19 contains 6013 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29969 members 
Mstep: Class 22 contains 42479 members 
Mstep: Class 23 contains 28907 members 
Mstep: Class 24 contains 4873 members 
Mstep: Class 25 contains 6903 members 
Mstep: Class 26 contains 41758 members 
Mstep: Class 27 contains 55416 members 
Mstep: Class 28 contains 50600 members 
Mstep: Class 29 contains 4047 members 
Mstep: Class 30 contains 10132 members 
Mstep: Class 31 contains 57594 members 
Mstep: Class 32 contains 22118 members 
Mstep: Class 33 contains 42165 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45282 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25511 members 
Mstep: Class 40 contains 18841 members 
Mstep: Class 41 contains 23119 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25345 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46148 members 
Mstep: Class 47 contains 23932 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22694 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 29486 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980496.000000 Penalty: 179582.890625
Iteration 296Q: 53 clusters Score -2.079805e+08 nChanged 2730
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18878 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 3 contains 33605 members 
Mstep: Class 4 contains 45244 members 
Mstep: Class 5 contains 19374 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41385 members 
Mstep: Class 8 contains 44935 members 
Mstep: Class 9 contains 55575 members 
Mstep: Class 10 contains 17256 members 
Mstep: Class 11 contains 27079 members 
Mstep: Class 12 contains 58336 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17691 members 
Mstep: Class 15 contains 9249 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43819 members 
Mstep: Class 18 contains 5531 members 
Mstep: Class 19 contains 6016 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30041 members 
Mstep: Class 22 contains 42510 members 
Mstep: Class 23 contains 28912 members 
Mstep: Class 24 contains 4777 members 
Mstep: Class 25 contains 6903 members 
Mstep: Class 26 contains 41745 members 
Mstep: Class 27 contains 55425 members 
Mstep: Class 28 contains 50567 members 
Mstep: Class 29 contains 4045 members 
Mstep: Class 30 contains 10089 members 
Mstep: Class 31 contains 57520 members 
Mstep: Class 32 contains 22177 members 
Mstep: Class 33 contains 42158 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45315 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25505 members 
Mstep: Class 40 contains 19193 members 
Mstep: Class 41 contains 23117 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25347 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46110 members 
Mstep: Class 47 contains 23878 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22810 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 29329 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980496.000000 Penalty: 179582.890625
Iteration 297Q: 53 clusters Score -2.079805e+08 nChanged 2717
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18871 members 
Mstep: Class 2 contains 5747 members 
Mstep: Class 3 contains 33555 members 
Mstep: Class 4 contains 45232 members 
Mstep: Class 5 contains 19388 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41356 members 
Mstep: Class 8 contains 44948 members 
Mstep: Class 9 contains 55562 members 
Mstep: Class 10 contains 17260 members 
Mstep: Class 11 contains 27034 members 
Mstep: Class 12 contains 58341 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17631 members 
Mstep: Class 15 contains 9239 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43809 members 
Mstep: Class 18 contains 5526 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30109 members 
Mstep: Class 22 contains 42543 members 
Mstep: Class 23 contains 28924 members 
Mstep: Class 24 contains 4703 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 41716 members 
Mstep: Class 27 contains 55430 members 
Mstep: Class 28 contains 50540 members 
Mstep: Class 29 contains 4041 members 
Mstep: Class 30 contains 10055 members 
Mstep: Class 31 contains 57466 members 
Mstep: Class 32 contains 22250 members 
Mstep: Class 33 contains 42158 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45331 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25535 members 
Mstep: Class 40 contains 19548 members 
Mstep: Class 41 contains 23109 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25350 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46084 members 
Mstep: Class 47 contains 23866 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22907 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 29106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980800.000000 Penalty: 179582.890625
Iteration 298Q: 53 clusters Score -2.079808e+08 nChanged 2654
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18862 members 
Mstep: Class 2 contains 5741 members 
Mstep: Class 3 contains 33510 members 
Mstep: Class 4 contains 45217 members 
Mstep: Class 5 contains 19397 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41323 members 
Mstep: Class 8 contains 44988 members 
Mstep: Class 9 contains 55570 members 
Mstep: Class 10 contains 17250 members 
Mstep: Class 11 contains 26949 members 
Mstep: Class 12 contains 58346 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17563 members 
Mstep: Class 15 contains 9227 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43772 members 
Mstep: Class 18 contains 5528 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30216 members 
Mstep: Class 22 contains 42560 members 
Mstep: Class 23 contains 28942 members 
Mstep: Class 24 contains 4643 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 41717 members 
Mstep: Class 27 contains 55434 members 
Mstep: Class 28 contains 50523 members 
Mstep: Class 29 contains 4040 members 
Mstep: Class 30 contains 10016 members 
Mstep: Class 31 contains 57411 members 
Mstep: Class 32 contains 22333 members 
Mstep: Class 33 contains 42143 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45337 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25567 members 
Mstep: Class 40 contains 19866 members 
Mstep: Class 41 contains 23100 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25363 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46038 members 
Mstep: Class 47 contains 23835 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 23021 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28922 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981056.000000 Penalty: 179582.890625
Iteration 299Q: 53 clusters Score -2.079811e+08 nChanged 2494
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18852 members 
Mstep: Class 2 contains 5740 members 
Mstep: Class 3 contains 33498 members 
Mstep: Class 4 contains 45201 members 
Mstep: Class 5 contains 19413 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41325 members 
Mstep: Class 8 contains 44999 members 
Mstep: Class 9 contains 55569 members 
Mstep: Class 10 contains 17253 members 
Mstep: Class 11 contains 26882 members 
Mstep: Class 12 contains 58353 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17487 members 
Mstep: Class 15 contains 9223 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43745 members 
Mstep: Class 18 contains 5522 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30304 members 
Mstep: Class 22 contains 42584 members 
Mstep: Class 23 contains 28957 members 
Mstep: Class 24 contains 4580 members 
Mstep: Class 25 contains 6903 members 
Mstep: Class 26 contains 41711 members 
Mstep: Class 27 contains 55414 members 
Mstep: Class 28 contains 50495 members 
Mstep: Class 29 contains 4039 members 
Mstep: Class 30 contains 9992 members 
Mstep: Class 31 contains 57353 members 
Mstep: Class 32 contains 22408 members 
Mstep: Class 33 contains 42136 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45345 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25591 members 
Mstep: Class 40 contains 20162 members 
Mstep: Class 41 contains 23090 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25363 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45993 members 
Mstep: Class 47 contains 23805 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 23123 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28765 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981488.000000 Penalty: 179582.890625
Iteration 300F: 53 clusters Score -2.079815e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18837 members 
Mstep: Class 2 contains 5740 members 
Mstep: Class 3 contains 33476 members 
Mstep: Class 4 contains 45183 members 
Mstep: Class 5 contains 19443 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41322 members 
Mstep: Class 8 contains 45001 members 
Mstep: Class 9 contains 55553 members 
Mstep: Class 10 contains 17246 members 
Mstep: Class 11 contains 26813 members 
Mstep: Class 12 contains 58372 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17423 members 
Mstep: Class 15 contains 9220 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43731 members 
Mstep: Class 18 contains 5518 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30393 members 
Mstep: Class 22 contains 42609 members 
Mstep: Class 23 contains 28976 members 
Mstep: Class 24 contains 4511 members 
Mstep: Class 25 contains 6902 members 
Mstep: Class 26 contains 41734 members 
Mstep: Class 27 contains 55400 members 
Mstep: Class 28 contains 50477 members 
Mstep: Class 29 contains 4039 members 
Mstep: Class 30 contains 9963 members 
Mstep: Class 31 contains 57293 members 
Mstep: Class 32 contains 22480 members 
Mstep: Class 33 contains 42137 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45342 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25474 members 
Mstep: Class 40 contains 20692 members 
Mstep: Class 41 contains 23085 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25349 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45935 members 
Mstep: Class 47 contains 23757 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 23193 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28557 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981216.000000 Penalty: 179582.890625
Iteration 301Q: 53 clusters Score -2.079812e+08 nChanged 2694
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18821 members 
Mstep: Class 2 contains 5742 members 
Mstep: Class 3 contains 33419 members 
Mstep: Class 4 contains 45166 members 
Mstep: Class 5 contains 19455 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41327 members 
Mstep: Class 8 contains 45017 members 
Mstep: Class 9 contains 55552 members 
Mstep: Class 10 contains 17248 members 
Mstep: Class 11 contains 26766 members 
Mstep: Class 12 contains 58379 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17362 members 
Mstep: Class 15 contains 9218 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43698 members 
Mstep: Class 18 contains 5514 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30461 members 
Mstep: Class 22 contains 42632 members 
Mstep: Class 23 contains 29008 members 
Mstep: Class 24 contains 4436 members 
Mstep: Class 25 contains 6905 members 
Mstep: Class 26 contains 41758 members 
Mstep: Class 27 contains 55374 members 
Mstep: Class 28 contains 50465 members 
Mstep: Class 29 contains 4039 members 
Mstep: Class 30 contains 9929 members 
Mstep: Class 31 contains 57251 members 
Mstep: Class 32 contains 22541 members 
Mstep: Class 33 contains 42111 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45366 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25342 members 
Mstep: Class 40 contains 21177 members 
Mstep: Class 41 contains 23073 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25340 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45879 members 
Mstep: Class 47 contains 23709 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 23288 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28408 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207982288.000000 Penalty: 179582.890625
Iteration 302Q: 53 clusters Score -2.079823e+08 nChanged 2671
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 5736 members 
Mstep: Class 3 contains 33386 members 
Mstep: Class 4 contains 45195 members 
Mstep: Class 5 contains 19461 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41332 members 
Mstep: Class 8 contains 45035 members 
Mstep: Class 9 contains 55543 members 
Mstep: Class 10 contains 17248 members 
Mstep: Class 11 contains 26715 members 
Mstep: Class 12 contains 58417 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17288 members 
Mstep: Class 15 contains 9215 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43684 members 
Mstep: Class 18 contains 5512 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30500 members 
Mstep: Class 22 contains 42681 members 
Mstep: Class 23 contains 29021 members 
Mstep: Class 24 contains 4380 members 
Mstep: Class 25 contains 6903 members 
Mstep: Class 26 contains 41750 members 
Mstep: Class 27 contains 55356 members 
Mstep: Class 28 contains 50436 members 
Mstep: Class 29 contains 4039 members 
Mstep: Class 30 contains 9901 members 
Mstep: Class 31 contains 57192 members 
Mstep: Class 32 contains 22604 members 
Mstep: Class 33 contains 42081 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45382 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25216 members 
Mstep: Class 40 contains 21598 members 
Mstep: Class 41 contains 23067 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25340 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45843 members 
Mstep: Class 47 contains 23647 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 23419 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28246 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207982640.000000 Penalty: 179582.890625
Iteration 303Q: 53 clusters Score -2.079826e+08 nChanged 2566
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18795 members 
Mstep: Class 2 contains 5732 members 
Mstep: Class 3 contains 33348 members 
Mstep: Class 4 contains 45218 members 
Mstep: Class 5 contains 19469 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41313 members 
Mstep: Class 8 contains 45087 members 
Mstep: Class 9 contains 55531 members 
Mstep: Class 10 contains 17257 members 
Mstep: Class 11 contains 26645 members 
Mstep: Class 12 contains 58444 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17241 members 
Mstep: Class 15 contains 9211 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43656 members 
Mstep: Class 18 contains 5508 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30543 members 
Mstep: Class 22 contains 42753 members 
Mstep: Class 23 contains 29031 members 
Mstep: Class 24 contains 4324 members 
Mstep: Class 25 contains 6900 members 
Mstep: Class 26 contains 41733 members 
Mstep: Class 27 contains 55329 members 
Mstep: Class 28 contains 50419 members 
Mstep: Class 29 contains 4038 members 
Mstep: Class 30 contains 9874 members 
Mstep: Class 31 contains 57133 members 
Mstep: Class 32 contains 22658 members 
Mstep: Class 33 contains 42095 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45395 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25081 members 
Mstep: Class 40 contains 21935 members 
Mstep: Class 41 contains 23054 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25329 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45805 members 
Mstep: Class 47 contains 23589 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 23587 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28115 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983040.000000 Penalty: 179582.890625
Iteration 304Q: 53 clusters Score -2.07983e+08 nChanged 2519
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18781 members 
Mstep: Class 2 contains 5726 members 
Mstep: Class 3 contains 33315 members 
Mstep: Class 4 contains 45227 members 
Mstep: Class 5 contains 19493 members 
Mstep: Class 6 contains 1469 members 
Mstep: Class 7 contains 41310 members 
Mstep: Class 8 contains 45126 members 
Mstep: Class 9 contains 55501 members 
Mstep: Class 10 contains 17256 members 
Mstep: Class 11 contains 26576 members 
Mstep: Class 12 contains 58451 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17177 members 
Mstep: Class 15 contains 9203 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43605 members 
Mstep: Class 18 contains 5506 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30575 members 
Mstep: Class 22 contains 42814 members 
Mstep: Class 23 contains 29048 members 
Mstep: Class 24 contains 4292 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 41735 members 
Mstep: Class 27 contains 55311 members 
Mstep: Class 28 contains 50400 members 
Mstep: Class 29 contains 4037 members 
Mstep: Class 30 contains 9855 members 
Mstep: Class 31 contains 57083 members 
Mstep: Class 32 contains 22703 members 
Mstep: Class 33 contains 42097 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45422 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24973 members 
Mstep: Class 40 contains 22264 members 
Mstep: Class 41 contains 23043 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25326 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45774 members 
Mstep: Class 47 contains 23520 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 23742 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983088.000000 Penalty: 179582.890625
Iteration 305Q: 53 clusters Score -2.079831e+08 nChanged 2420
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18775 members 
Mstep: Class 2 contains 5716 members 
Mstep: Class 3 contains 33302 members 
Mstep: Class 4 contains 45239 members 
Mstep: Class 5 contains 19527 members 
Mstep: Class 6 contains 1468 members 
Mstep: Class 7 contains 41316 members 
Mstep: Class 8 contains 45151 members 
Mstep: Class 9 contains 55476 members 
Mstep: Class 10 contains 17248 members 
Mstep: Class 11 contains 26536 members 
Mstep: Class 12 contains 58469 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17137 members 
Mstep: Class 15 contains 9197 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43579 members 
Mstep: Class 18 contains 5505 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30618 members 
Mstep: Class 22 contains 42849 members 
Mstep: Class 23 contains 29059 members 
Mstep: Class 24 contains 4237 members 
Mstep: Class 25 contains 6899 members 
Mstep: Class 26 contains 41720 members 
Mstep: Class 27 contains 55295 members 
Mstep: Class 28 contains 50369 members 
Mstep: Class 29 contains 4038 members 
Mstep: Class 30 contains 9836 members 
Mstep: Class 31 contains 57063 members 
Mstep: Class 32 contains 22743 members 
Mstep: Class 33 contains 42105 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45432 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24879 members 
Mstep: Class 40 contains 22575 members 
Mstep: Class 41 contains 23028 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25315 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45752 members 
Mstep: Class 47 contains 23435 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 23854 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27902 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207982832.000000 Penalty: 179582.890625
Iteration 306Q: 53 clusters Score -2.079828e+08 nChanged 2495
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18770 members 
Mstep: Class 2 contains 5706 members 
Mstep: Class 3 contains 33257 members 
Mstep: Class 4 contains 45241 members 
Mstep: Class 5 contains 19538 members 
Mstep: Class 6 contains 1468 members 
Mstep: Class 7 contains 41324 members 
Mstep: Class 8 contains 45199 members 
Mstep: Class 9 contains 55457 members 
Mstep: Class 10 contains 17241 members 
Mstep: Class 11 contains 26455 members 
Mstep: Class 12 contains 58491 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17082 members 
Mstep: Class 15 contains 9195 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43579 members 
Mstep: Class 18 contains 5503 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30658 members 
Mstep: Class 22 contains 42881 members 
Mstep: Class 23 contains 29056 members 
Mstep: Class 24 contains 4190 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 41713 members 
Mstep: Class 27 contains 55275 members 
Mstep: Class 28 contains 50345 members 
Mstep: Class 29 contains 4038 members 
Mstep: Class 30 contains 9812 members 
Mstep: Class 31 contains 57027 members 
Mstep: Class 32 contains 22790 members 
Mstep: Class 33 contains 42118 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45463 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24755 members 
Mstep: Class 40 contains 22919 members 
Mstep: Class 41 contains 23011 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25299 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45725 members 
Mstep: Class 47 contains 23356 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24022 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27788 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983392.000000 Penalty: 179582.890625
Iteration 307Q: 53 clusters Score -2.079834e+08 nChanged 2501
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18753 members 
Mstep: Class 2 contains 5697 members 
Mstep: Class 3 contains 33200 members 
Mstep: Class 4 contains 45251 members 
Mstep: Class 5 contains 19553 members 
Mstep: Class 6 contains 1468 members 
Mstep: Class 7 contains 41315 members 
Mstep: Class 8 contains 45227 members 
Mstep: Class 9 contains 55451 members 
Mstep: Class 10 contains 17246 members 
Mstep: Class 11 contains 26372 members 
Mstep: Class 12 contains 58491 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 17018 members 
Mstep: Class 15 contains 9188 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43598 members 
Mstep: Class 18 contains 5498 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30699 members 
Mstep: Class 22 contains 42927 members 
Mstep: Class 23 contains 29066 members 
Mstep: Class 24 contains 4141 members 
Mstep: Class 25 contains 6897 members 
Mstep: Class 26 contains 41714 members 
Mstep: Class 27 contains 55233 members 
Mstep: Class 28 contains 50324 members 
Mstep: Class 29 contains 4037 members 
Mstep: Class 30 contains 9789 members 
Mstep: Class 31 contains 57021 members 
Mstep: Class 32 contains 22825 members 
Mstep: Class 33 contains 42116 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45477 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24685 members 
Mstep: Class 40 contains 23238 members 
Mstep: Class 41 contains 22992 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25289 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45716 members 
Mstep: Class 47 contains 23313 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24149 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27670 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983872.000000 Penalty: 179582.890625
Iteration 308Q: 53 clusters Score -2.079839e+08 nChanged 2478
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18749 members 
Mstep: Class 2 contains 5687 members 
Mstep: Class 3 contains 33135 members 
Mstep: Class 4 contains 45259 members 
Mstep: Class 5 contains 19558 members 
Mstep: Class 6 contains 1468 members 
Mstep: Class 7 contains 41349 members 
Mstep: Class 8 contains 45240 members 
Mstep: Class 9 contains 55463 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 26323 members 
Mstep: Class 12 contains 58492 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 16965 members 
Mstep: Class 15 contains 9182 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43587 members 
Mstep: Class 18 contains 5493 members 
Mstep: Class 19 contains 6016 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30742 members 
Mstep: Class 22 contains 42975 members 
Mstep: Class 23 contains 29070 members 
Mstep: Class 24 contains 4089 members 
Mstep: Class 25 contains 6896 members 
Mstep: Class 26 contains 41684 members 
Mstep: Class 27 contains 55217 members 
Mstep: Class 28 contains 50281 members 
Mstep: Class 29 contains 4035 members 
Mstep: Class 30 contains 9780 members 
Mstep: Class 31 contains 57004 members 
Mstep: Class 32 contains 22892 members 
Mstep: Class 33 contains 42098 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45473 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24671 members 
Mstep: Class 40 contains 23537 members 
Mstep: Class 41 contains 22982 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25285 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45716 members 
Mstep: Class 47 contains 23258 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24232 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983776.000000 Penalty: 179582.890625
Iteration 309Q: 53 clusters Score -2.079838e+08 nChanged 2512
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18736 members 
Mstep: Class 2 contains 5688 members 
Mstep: Class 3 contains 33094 members 
Mstep: Class 4 contains 45287 members 
Mstep: Class 5 contains 19568 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41368 members 
Mstep: Class 8 contains 45261 members 
Mstep: Class 9 contains 55440 members 
Mstep: Class 10 contains 17249 members 
Mstep: Class 11 contains 26274 members 
Mstep: Class 12 contains 58494 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 16887 members 
Mstep: Class 15 contains 9178 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43600 members 
Mstep: Class 18 contains 5489 members 
Mstep: Class 19 contains 6016 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30806 members 
Mstep: Class 22 contains 43032 members 
Mstep: Class 23 contains 29063 members 
Mstep: Class 24 contains 4045 members 
Mstep: Class 25 contains 6895 members 
Mstep: Class 26 contains 41642 members 
Mstep: Class 27 contains 55201 members 
Mstep: Class 28 contains 50244 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 9756 members 
Mstep: Class 31 contains 56986 members 
Mstep: Class 32 contains 22968 members 
Mstep: Class 33 contains 42095 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45469 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24658 members 
Mstep: Class 40 contains 23799 members 
Mstep: Class 41 contains 22967 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25277 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45702 members 
Mstep: Class 47 contains 23200 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24339 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27388 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984256.000000 Penalty: 179582.890625
Iteration 310Q: 53 clusters Score -2.079843e+08 nChanged 2458
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18727 members 
Mstep: Class 2 contains 5686 members 
Mstep: Class 3 contains 33039 members 
Mstep: Class 4 contains 45327 members 
Mstep: Class 5 contains 19593 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41406 members 
Mstep: Class 8 contains 45286 members 
Mstep: Class 9 contains 55428 members 
Mstep: Class 10 contains 17247 members 
Mstep: Class 11 contains 26238 members 
Mstep: Class 12 contains 58500 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 16793 members 
Mstep: Class 15 contains 9178 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43597 members 
Mstep: Class 18 contains 5485 members 
Mstep: Class 19 contains 6016 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30855 members 
Mstep: Class 22 contains 43060 members 
Mstep: Class 23 contains 29046 members 
Mstep: Class 24 contains 3999 members 
Mstep: Class 25 contains 6893 members 
Mstep: Class 26 contains 41609 members 
Mstep: Class 27 contains 55199 members 
Mstep: Class 28 contains 50192 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 9731 members 
Mstep: Class 31 contains 56970 members 
Mstep: Class 32 contains 23021 members 
Mstep: Class 33 contains 42103 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45451 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24652 members 
Mstep: Class 40 contains 24027 members 
Mstep: Class 41 contains 22950 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25261 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45692 members 
Mstep: Class 47 contains 23160 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24459 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27285 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984048.000000 Penalty: 179582.890625
Iteration 311Q: 53 clusters Score -2.07984e+08 nChanged 2515
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18722 members 
Mstep: Class 2 contains 5684 members 
Mstep: Class 3 contains 32991 members 
Mstep: Class 4 contains 45349 members 
Mstep: Class 5 contains 19644 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41408 members 
Mstep: Class 8 contains 45301 members 
Mstep: Class 9 contains 55442 members 
Mstep: Class 10 contains 17245 members 
Mstep: Class 11 contains 26199 members 
Mstep: Class 12 contains 58505 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 16671 members 
Mstep: Class 15 contains 9176 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43588 members 
Mstep: Class 18 contains 5485 members 
Mstep: Class 19 contains 6016 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30874 members 
Mstep: Class 22 contains 43059 members 
Mstep: Class 23 contains 29044 members 
Mstep: Class 24 contains 3954 members 
Mstep: Class 25 contains 6892 members 
Mstep: Class 26 contains 41597 members 
Mstep: Class 27 contains 55179 members 
Mstep: Class 28 contains 50139 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 9704 members 
Mstep: Class 31 contains 56950 members 
Mstep: Class 32 contains 23092 members 
Mstep: Class 33 contains 42094 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45444 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24664 members 
Mstep: Class 40 contains 24224 members 
Mstep: Class 41 contains 22940 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25261 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45685 members 
Mstep: Class 47 contains 23132 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24615 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984304.000000 Penalty: 179582.890625
Iteration 312Q: 53 clusters Score -2.079843e+08 nChanged 2437
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18718 members 
Mstep: Class 2 contains 5676 members 
Mstep: Class 3 contains 32968 members 
Mstep: Class 4 contains 45372 members 
Mstep: Class 5 contains 19689 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41399 members 
Mstep: Class 8 contains 45329 members 
Mstep: Class 9 contains 55424 members 
Mstep: Class 10 contains 17249 members 
Mstep: Class 11 contains 26146 members 
Mstep: Class 12 contains 58510 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 16572 members 
Mstep: Class 15 contains 9174 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43602 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 6015 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30887 members 
Mstep: Class 22 contains 43077 members 
Mstep: Class 23 contains 29045 members 
Mstep: Class 24 contains 3917 members 
Mstep: Class 25 contains 6890 members 
Mstep: Class 26 contains 41599 members 
Mstep: Class 27 contains 55163 members 
Mstep: Class 28 contains 50107 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 9680 members 
Mstep: Class 31 contains 56943 members 
Mstep: Class 32 contains 23145 members 
Mstep: Class 33 contains 42091 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45450 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24681 members 
Mstep: Class 40 contains 24405 members 
Mstep: Class 41 contains 22926 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25253 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45674 members 
Mstep: Class 47 contains 23076 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24725 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27101 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984736.000000 Penalty: 179582.890625
Iteration 313Q: 53 clusters Score -2.079847e+08 nChanged 2541
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18709 members 
Mstep: Class 2 contains 5663 members 
Mstep: Class 3 contains 32936 members 
Mstep: Class 4 contains 45401 members 
Mstep: Class 5 contains 19726 members 
Mstep: Class 6 contains 1466 members 
Mstep: Class 7 contains 41393 members 
Mstep: Class 8 contains 45327 members 
Mstep: Class 9 contains 55395 members 
Mstep: Class 10 contains 17255 members 
Mstep: Class 11 contains 26104 members 
Mstep: Class 12 contains 58517 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 16464 members 
Mstep: Class 15 contains 9169 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43615 members 
Mstep: Class 18 contains 5486 members 
Mstep: Class 19 contains 6015 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30924 members 
Mstep: Class 22 contains 43083 members 
Mstep: Class 23 contains 29048 members 
Mstep: Class 24 contains 3890 members 
Mstep: Class 25 contains 6891 members 
Mstep: Class 26 contains 41609 members 
Mstep: Class 27 contains 55136 members 
Mstep: Class 28 contains 50087 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 9655 members 
Mstep: Class 31 contains 56930 members 
Mstep: Class 32 contains 23206 members 
Mstep: Class 33 contains 42090 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45447 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24748 members 
Mstep: Class 40 contains 24593 members 
Mstep: Class 41 contains 22915 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25246 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45666 members 
Mstep: Class 47 contains 23028 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24822 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26974 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984272.000000 Penalty: 179582.890625
Iteration 314Q: 53 clusters Score -2.079843e+08 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18700 members 
Mstep: Class 2 contains 5651 members 
Mstep: Class 3 contains 32894 members 
Mstep: Class 4 contains 45430 members 
Mstep: Class 5 contains 19764 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41422 members 
Mstep: Class 8 contains 45332 members 
Mstep: Class 9 contains 55389 members 
Mstep: Class 10 contains 17256 members 
Mstep: Class 11 contains 26079 members 
Mstep: Class 12 contains 58523 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 16356 members 
Mstep: Class 15 contains 9162 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43629 members 
Mstep: Class 18 contains 5484 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30945 members 
Mstep: Class 22 contains 43077 members 
Mstep: Class 23 contains 29059 members 
Mstep: Class 24 contains 3861 members 
Mstep: Class 25 contains 6889 members 
Mstep: Class 26 contains 41574 members 
Mstep: Class 27 contains 55117 members 
Mstep: Class 28 contains 50068 members 
Mstep: Class 29 contains 4034 members 
Mstep: Class 30 contains 9630 members 
Mstep: Class 31 contains 56903 members 
Mstep: Class 32 contains 23266 members 
Mstep: Class 33 contains 42106 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45433 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24810 members 
Mstep: Class 40 contains 24730 members 
Mstep: Class 41 contains 22896 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25234 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45664 members 
Mstep: Class 47 contains 23003 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24945 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984288.000000 Penalty: 179582.890625
Iteration 315Q: 53 clusters Score -2.079843e+08 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18689 members 
Mstep: Class 2 contains 5642 members 
Mstep: Class 3 contains 32853 members 
Mstep: Class 4 contains 45443 members 
Mstep: Class 5 contains 19784 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41449 members 
Mstep: Class 8 contains 45353 members 
Mstep: Class 9 contains 55377 members 
Mstep: Class 10 contains 17265 members 
Mstep: Class 11 contains 26067 members 
Mstep: Class 12 contains 58536 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 16234 members 
Mstep: Class 15 contains 9159 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43640 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30964 members 
Mstep: Class 22 contains 43070 members 
Mstep: Class 23 contains 29075 members 
Mstep: Class 24 contains 3835 members 
Mstep: Class 25 contains 6887 members 
Mstep: Class 26 contains 41564 members 
Mstep: Class 27 contains 55081 members 
Mstep: Class 28 contains 50048 members 
Mstep: Class 29 contains 4034 members 
Mstep: Class 30 contains 9620 members 
Mstep: Class 31 contains 56875 members 
Mstep: Class 32 contains 23343 members 
Mstep: Class 33 contains 42101 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45433 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 24915 members 
Mstep: Class 40 contains 24855 members 
Mstep: Class 41 contains 22879 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25227 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45656 members 
Mstep: Class 47 contains 22984 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 25038 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26721 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984272.000000 Penalty: 179582.890625
Iteration 316Q: 53 clusters Score -2.079843e+08 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18678 members 
Mstep: Class 2 contains 5637 members 
Mstep: Class 3 contains 32810 members 
Mstep: Class 4 contains 45459 members 
Mstep: Class 5 contains 19817 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41493 members 
Mstep: Class 8 contains 45361 members 
Mstep: Class 9 contains 55360 members 
Mstep: Class 10 contains 17270 members 
Mstep: Class 11 contains 26031 members 
Mstep: Class 12 contains 58542 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 16089 members 
Mstep: Class 15 contains 9154 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43654 members 
Mstep: Class 18 contains 5483 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30968 members 
Mstep: Class 22 contains 43066 members 
Mstep: Class 23 contains 29090 members 
Mstep: Class 24 contains 3805 members 
Mstep: Class 25 contains 6887 members 
Mstep: Class 26 contains 41543 members 
Mstep: Class 27 contains 55056 members 
Mstep: Class 28 contains 50014 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 9597 members 
Mstep: Class 31 contains 56860 members 
Mstep: Class 32 contains 23408 members 
Mstep: Class 33 contains 42103 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45433 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25065 members 
Mstep: Class 40 contains 24943 members 
Mstep: Class 41 contains 22872 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25221 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45650 members 
Mstep: Class 47 contains 22996 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 25146 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26584 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984448.000000 Penalty: 179582.890625
Iteration 317Q: 53 clusters Score -2.079844e+08 nChanged 2536
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18660 members 
Mstep: Class 2 contains 5628 members 
Mstep: Class 3 contains 32765 members 
Mstep: Class 4 contains 45492 members 
Mstep: Class 5 contains 19859 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41504 members 
Mstep: Class 8 contains 45367 members 
Mstep: Class 9 contains 55323 members 
Mstep: Class 10 contains 17264 members 
Mstep: Class 11 contains 26010 members 
Mstep: Class 12 contains 58535 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 15919 members 
Mstep: Class 15 contains 9150 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43654 members 
Mstep: Class 18 contains 5482 members 
Mstep: Class 19 contains 6018 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30972 members 
Mstep: Class 22 contains 43091 members 
Mstep: Class 23 contains 29101 members 
Mstep: Class 24 contains 3768 members 
Mstep: Class 25 contains 6886 members 
Mstep: Class 26 contains 41536 members 
Mstep: Class 27 contains 55031 members 
Mstep: Class 28 contains 50004 members 
Mstep: Class 29 contains 4034 members 
Mstep: Class 30 contains 9569 members 
Mstep: Class 31 contains 56852 members 
Mstep: Class 32 contains 23489 members 
Mstep: Class 33 contains 42110 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45449 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25226 members 
Mstep: Class 40 contains 25036 members 
Mstep: Class 41 contains 22859 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25214 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45643 members 
Mstep: Class 47 contains 22980 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 25252 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984464.000000 Penalty: 179582.890625
Iteration 318Q: 53 clusters Score -2.079845e+08 nChanged 2580
Entering ConstructFrom: 
Score: -207984464.000000 Penalty: 179582.890625
Entering ConstructFrom: 
Trying to split cluster 1 (18651 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18651 members 
Entering Unmasked Estep 
Score: -3496654.250000 Penalty: 2438.746582
	Iteration 0F: 2 clusters Score -3496654 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9306 members 
Mstep: Class 2 contains 9345 members 
Entering Unmasked Estep 
Score: -3483487.750000 Penalty: 4877.493164
	Iteration 0F: 3 clusters Score -3483488 nChanged 8172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3487765.250000 Penalty: 4877.493164
	Iteration 1F: 3 clusters Score -3487765 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9326 members 
Mstep: Class 2 contains 9325 members 
Entering Unmasked Estep 
Score: -3488125.500000 Penalty: 4877.493164
	Iteration 2F: 3 clusters Score -3488126 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9289 members 
Mstep: Class 2 contains 9362 members 
Entering Unmasked Estep 
Score: -3488393.000000 Penalty: 4877.493164
	Iteration 3Q: 3 clusters Score -3488393 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9242 members 
Mstep: Class 2 contains 9409 members 
Entering Unmasked Estep 
Score: -3488573.750000 Penalty: 4877.493164
	Iteration 4Q: 3 clusters Score -3488574 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 9425 members 
Entering Unmasked Estep 
Score: -3488734.500000 Penalty: 4877.493164
	Iteration 5Q: 3 clusters Score -3488734 nChanged 507
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9189 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -3488877.250000 Penalty: 4877.493164
	Iteration 6Q: 3 clusters Score -3488877 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9173 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3488990.750000 Penalty: 4877.493164
	Iteration 7Q: 3 clusters Score -3488991 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9143 members 
Mstep: Class 2 contains 9508 members 
Entering Unmasked Estep 
Score: -3489102.500000 Penalty: 4877.493164
	Iteration 8Q: 3 clusters Score -3489102 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 9534 members 
Entering Unmasked Estep 
Score: -3489203.250000 Penalty: 4877.493164
	Iteration 9Q: 3 clusters Score -3489203 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9053 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -3489331.000000 Penalty: 4877.493164
	Iteration 10Q: 3 clusters Score -3489331 nChanged 379
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8982 members 
Mstep: Class 2 contains 9669 members 
Entering Unmasked Estep 
Score: -3489434.250000 Penalty: 4877.493164
	Iteration 11Q: 3 clusters Score -3489434 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8881 members 
Mstep: Class 2 contains 9770 members 
Entering Unmasked Estep 
Score: -3489546.750000 Penalty: 4877.493164
	Iteration 12Q: 3 clusters Score -3489547 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8794 members 
Mstep: Class 2 contains 9857 members 
Entering Unmasked Estep 
Score: -3489704.000000 Penalty: 4877.493164
	Iteration 13Q: 3 clusters Score -3489704 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8685 members 
Mstep: Class 2 contains 9966 members 
Entering Unmasked Estep 
Score: -3489861.750000 Penalty: 4877.493164
	Iteration 14Q: 3 clusters Score -3489862 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8560 members 
Mstep: Class 2 contains 10091 members 
Entering Unmasked Estep 
Score: -3490013.000000 Penalty: 4877.493164
	Iteration 15Q: 3 clusters Score -3490013 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8393 members 
Mstep: Class 2 contains 10258 members 
Entering Unmasked Estep 
Score: -3490179.250000 Penalty: 4877.493164
	Iteration 16Q: 3 clusters Score -3490179 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8169 members 
Mstep: Class 2 contains 10482 members 
Entering Unmasked Estep 
Score: -3490346.750000 Penalty: 4877.493164
	Iteration 17Q: 3 clusters Score -3490347 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7917 members 
Mstep: Class 2 contains 10734 members 
Entering Unmasked Estep 
Score: -3490515.250000 Penalty: 4877.493164
	Iteration 18Q: 3 clusters Score -3490515 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7636 members 
Mstep: Class 2 contains 11015 members 
Entering Unmasked Estep 
Score: -3490679.000000 Penalty: 4877.493164
	Iteration 19Q: 3 clusters Score -3490679 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7346 members 
Mstep: Class 2 contains 11305 members 
Entering Unmasked Estep 
Score: -3490817.250000 Penalty: 4877.493164
	Iteration 20F: 3 clusters Score -3490817 nChanged 458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7026 members 
Mstep: Class 2 contains 11625 members 
Entering Unmasked Estep 
Score: -3490983.500000 Penalty: 4877.493164
	Iteration 21Q: 3 clusters Score -3490984 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6655 members 
Mstep: Class 2 contains 11996 members 
Entering Unmasked Estep 
Score: -3491182.500000 Penalty: 4877.493164
	Iteration 22Q: 3 clusters Score -3491182 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6270 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -3491355.000000 Penalty: 4877.493164
	Iteration 23Q: 3 clusters Score -3491355 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5857 members 
Mstep: Class 2 contains 12794 members 
Entering Unmasked Estep 
Score: -3491554.500000 Penalty: 4877.493164
	Iteration 24Q: 3 clusters Score -3491554 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5390 members 
Mstep: Class 2 contains 13261 members 
Entering Unmasked Estep 
Score: -3491775.250000 Penalty: 4877.493164
	Iteration 25Q: 3 clusters Score -3491775 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4893 members 
Mstep: Class 2 contains 13758 members 
Entering Unmasked Estep 
Score: -3492036.000000 Penalty: 4877.493164
	Iteration 26Q: 3 clusters Score -3492036 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4384 members 
Mstep: Class 2 contains 14267 members 
Entering Unmasked Estep 
Score: -3492313.750000 Penalty: 4877.493164
	Iteration 27Q: 3 clusters Score -3492314 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3890 members 
Mstep: Class 2 contains 14761 members 
Entering Unmasked Estep 
Score: -3492599.500000 Penalty: 4877.493164
	Iteration 28Q: 3 clusters Score -3492600 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3449 members 
Mstep: Class 2 contains 15202 members 
Entering Unmasked Estep 
Score: -3492869.750000 Penalty: 4877.493164
	Iteration 29Q: 3 clusters Score -3492870 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 15586 members 
Entering Unmasked Estep 
Score: -3493101.250000 Penalty: 4877.493164
	Iteration 30Q: 3 clusters Score -3493101 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2734 members 
Mstep: Class 2 contains 15917 members 
Entering Unmasked Estep 
Score: -3493310.750000 Penalty: 4877.493164
	Iteration 31Q: 3 clusters Score -3493311 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 16231 members 
Entering Unmasked Estep 
Score: -3493500.500000 Penalty: 4877.493164
	Iteration 32Q: 3 clusters Score -3493500 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 16510 members 
Entering Unmasked Estep 
Score: -3493687.000000 Penalty: 4877.493164
	Iteration 33Q: 3 clusters Score -3493687 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 16763 members 
Entering Unmasked Estep 
Score: -3493821.750000 Penalty: 4877.493164
	Iteration 34Q: 3 clusters Score -3493822 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1664 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -3493958.000000 Penalty: 4877.493164
	Iteration 35Q: 3 clusters Score -3493958 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 17139 members 
Entering Unmasked Estep 
Score: -3494039.000000 Penalty: 4877.493164
	Iteration 36Q: 3 clusters Score -3494039 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 17267 members 
Entering Unmasked Estep 
Score: -3494098.750000 Penalty: 4877.493164
	Iteration 37Q: 3 clusters Score -3494099 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1270 members 
Mstep: Class 2 contains 17381 members 
Entering Unmasked Estep 
Score: -3494160.250000 Penalty: 4877.493164
	Iteration 38Q: 3 clusters Score -3494160 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 17482 members 
Entering Unmasked Estep 
Score: -3494217.500000 Penalty: 4877.493164
	Iteration 39Q: 3 clusters Score -3494218 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Mstep: Class 2 contains 17573 members 
Entering Unmasked Estep 
Score: -3494271.250000 Penalty: 4877.493164
	Iteration 40F: 3 clusters Score -3494271 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 17652 members 
Entering Unmasked Estep 
Score: -3494318.500000 Penalty: 4877.493164
	Iteration 41Q: 3 clusters Score -3494318 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 17714 members 
Entering Unmasked Estep 
Score: -3494360.500000 Penalty: 4877.493164
	Iteration 42Q: 3 clusters Score -3494360 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 893 members 
Mstep: Class 2 contains 17758 members 
Entering Unmasked Estep 
Score: -3494381.000000 Penalty: 4877.493164
	Iteration 43Q: 3 clusters Score -3494381 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -3494404.000000 Penalty: 4877.493164
	Iteration 44Q: 3 clusters Score -3494404 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 17839 members 
Entering Unmasked Estep 
Score: -3494427.000000 Penalty: 4877.493164
	Iteration 45Q: 3 clusters Score -3494427 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -3494452.750000 Penalty: 4877.493164
	Iteration 46Q: 3 clusters Score -3494453 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 17894 members 
Entering Unmasked Estep 
Score: -3494475.750000 Penalty: 4877.493164
	Iteration 47Q: 3 clusters Score -3494476 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 17916 members 
Entering Unmasked Estep 
Score: -3494485.000000 Penalty: 4877.493164
	Iteration 48Q: 3 clusters Score -3494485 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 705 members 
Mstep: Class 2 contains 17946 members 
Entering Unmasked Estep 
Score: -3494505.500000 Penalty: 4877.493164
	Iteration 49Q: 3 clusters Score -3494506 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 17966 members 
Entering Unmasked Estep 
Score: -3494526.500000 Penalty: 4877.493164
	Iteration 50Q: 3 clusters Score -3494526 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 17984 members 
Entering Unmasked Estep 
Score: -3494543.250000 Penalty: 4877.493164
	Iteration 51Q: 3 clusters Score -3494543 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 18004 members 
Entering Unmasked Estep 
Score: -3494559.250000 Penalty: 4877.493164
	Iteration 52Q: 3 clusters Score -3494559 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 18018 members 
Entering Unmasked Estep 
Score: -3494567.000000 Penalty: 4877.493164
	Iteration 53Q: 3 clusters Score -3494567 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 18028 members 
Entering Unmasked Estep 
Score: -3494573.250000 Penalty: 4877.493164
	Iteration 54Q: 3 clusters Score -3494573 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -3494580.500000 Penalty: 4877.493164
	Iteration 55Q: 3 clusters Score -3494580 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 605 members 
Mstep: Class 2 contains 18046 members 
Entering Unmasked Estep 
Score: -3494588.000000 Penalty: 4877.493164
	Iteration 56Q: 3 clusters Score -3494588 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 596 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -3494590.500000 Penalty: 4877.493164
	Iteration 57Q: 3 clusters Score -3494590 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 18059 members 
Entering Unmasked Estep 
Score: -3494593.750000 Penalty: 4877.493164
	Iteration 58Q: 3 clusters Score -3494594 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 18066 members 
Entering Unmasked Estep 
Score: -3494597.000000 Penalty: 4877.493164
	Iteration 59Q: 3 clusters Score -3494597 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 18070 members 
Entering Unmasked Estep 
Score: -3494598.500000 Penalty: 4877.493164
	Iteration 60F: 3 clusters Score -3494598 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 18074 members 
Entering Unmasked Estep 
Score: -3494600.750000 Penalty: 4877.493164
	Iteration 61Q: 3 clusters Score -3494601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3494603.000000 Penalty: 4877.493164
	Iteration 62Q: 3 clusters Score -3494603 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -3494607.500000 Penalty: 4877.493164
	Iteration 63Q: 3 clusters Score -3494608 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 18077 members 
Entering Unmasked Estep 
Score: -3494604.750000 Penalty: 4877.493164
	Iteration 64Q: 3 clusters Score -3494605 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3494608.000000 Penalty: 4877.493164
	Iteration 65Q: 3 clusters Score -3494608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -3494608.000000 Penalty: 4877.493164
	Iteration 66F: 3 clusters Score -3494608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5614 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Entering Unmasked Estep 
Score: -1062708.500000 Penalty: 2140.988525
	Iteration 0F: 2 clusters Score -1062708 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 2773 members 
Entering Unmasked Estep 
Score: -1057793.750000 Penalty: 4281.977051
	Iteration 0F: 3 clusters Score -1057794 nChanged 2151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2924 members 
Mstep: Class 2 contains 2690 members 
Entering Unmasked Estep 
Score: -1058995.250000 Penalty: 4281.977051
	Iteration 1F: 3 clusters Score -1058995 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -1059156.500000 Penalty: 4281.977051
	Iteration 2F: 3 clusters Score -1059156 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3043 members 
Mstep: Class 2 contains 2571 members 
Entering Unmasked Estep 
Score: -1059269.375000 Penalty: 4281.977051
	Iteration 3Q: 3 clusters Score -1059269 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -1059345.500000 Penalty: 4281.977051
	Iteration 4Q: 3 clusters Score -1059346 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3142 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1059400.375000 Penalty: 4281.977051
	Iteration 5Q: 3 clusters Score -1059400 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3194 members 
Mstep: Class 2 contains 2420 members 
Entering Unmasked Estep 
Score: -1059450.625000 Penalty: 4281.977051
	Iteration 6Q: 3 clusters Score -1059451 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3254 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -1059495.125000 Penalty: 4281.977051
	Iteration 7Q: 3 clusters Score -1059495 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3311 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1059535.625000 Penalty: 4281.977051
	Iteration 8Q: 3 clusters Score -1059536 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 2238 members 
Entering Unmasked Estep 
Score: -1059572.125000 Penalty: 4281.977051
	Iteration 9Q: 3 clusters Score -1059572 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -1059601.750000 Penalty: 4281.977051
	Iteration 10Q: 3 clusters Score -1059602 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3506 members 
Mstep: Class 2 contains 2108 members 
Entering Unmasked Estep 
Score: -1059637.000000 Penalty: 4281.977051
	Iteration 11Q: 3 clusters Score -1059637 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1059669.000000 Penalty: 4281.977051
	Iteration 12Q: 3 clusters Score -1059669 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -1059699.750000 Penalty: 4281.977051
	Iteration 13Q: 3 clusters Score -1059700 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3683 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -1059739.875000 Penalty: 4281.977051
	Iteration 14Q: 3 clusters Score -1059740 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 1860 members 
Entering Unmasked Estep 
Score: -1059779.000000 Penalty: 4281.977051
	Iteration 15Q: 3 clusters Score -1059779 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -1059816.125000 Penalty: 4281.977051
	Iteration 16Q: 3 clusters Score -1059816 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3916 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -1059858.375000 Penalty: 4281.977051
	Iteration 17Q: 3 clusters Score -1059858 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1059896.625000 Penalty: 4281.977051
	Iteration 18Q: 3 clusters Score -1059897 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1059948.000000 Penalty: 4281.977051
	Iteration 19Q: 3 clusters Score -1059948 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4156 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -1059999.375000 Penalty: 4281.977051
	Iteration 20F: 3 clusters Score -1059999 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4230 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -1060053.500000 Penalty: 4281.977051
	Iteration 21Q: 3 clusters Score -1060054 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -1060107.375000 Penalty: 4281.977051
	Iteration 22Q: 3 clusters Score -1060107 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -1060164.250000 Penalty: 4281.977051
	Iteration 23Q: 3 clusters Score -1060164 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1060219.500000 Penalty: 4281.977051
	Iteration 24Q: 3 clusters Score -1060220 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -1060283.000000 Penalty: 4281.977051
	Iteration 25Q: 3 clusters Score -1060283 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4665 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -1060345.750000 Penalty: 4281.977051
	Iteration 26Q: 3 clusters Score -1060346 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4748 members 
Mstep: Class 2 contains 866 members 
Entering Unmasked Estep 
Score: -1060400.625000 Penalty: 4281.977051
	Iteration 27Q: 3 clusters Score -1060401 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4824 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -1060457.125000 Penalty: 4281.977051
	Iteration 28Q: 3 clusters Score -1060457 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4884 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -1060498.500000 Penalty: 4281.977051
	Iteration 29Q: 3 clusters Score -1060498 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4929 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -1060533.125000 Penalty: 4281.977051
	Iteration 30Q: 3 clusters Score -1060533 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4970 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -1060571.375000 Penalty: 4281.977051
	Iteration 31Q: 3 clusters Score -1060571 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5012 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -1060600.625000 Penalty: 4281.977051
	Iteration 32Q: 3 clusters Score -1060601 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5050 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -1060646.125000 Penalty: 4281.977051
	Iteration 33Q: 3 clusters Score -1060646 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5091 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -1060683.375000 Penalty: 4281.977051
	Iteration 34Q: 3 clusters Score -1060683 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5117 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -1060705.625000 Penalty: 4281.977051
	Iteration 35Q: 3 clusters Score -1060706 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5138 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -1060725.375000 Penalty: 4281.977051
	Iteration 36Q: 3 clusters Score -1060725 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5153 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -1060740.625000 Penalty: 4281.977051
	Iteration 37Q: 3 clusters Score -1060741 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5162 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -1060754.375000 Penalty: 4281.977051
	Iteration 38Q: 3 clusters Score -1060754 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5170 members 
Mstep: Class 2 contains 444 members 
Entering Unmasked Estep 
Score: -1060762.000000 Penalty: 4281.977051
	Iteration 39Q: 3 clusters Score -1060762 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5177 members 
Mstep: Class 2 contains 437 members 
Entering Unmasked Estep 
Score: -1060768.500000 Penalty: 4281.977051
	Iteration 40F: 3 clusters Score -1060768 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5181 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -1060771.500000 Penalty: 4281.977051
	Iteration 41Q: 3 clusters Score -1060772 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5184 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -1060777.750000 Penalty: 4281.977051
	Iteration 42Q: 3 clusters Score -1060778 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5187 members 
Mstep: Class 2 contains 427 members 
Entering Unmasked Estep 
Score: -1060781.250000 Penalty: 4281.977051
	Iteration 43Q: 3 clusters Score -1060781 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5189 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -1060783.875000 Penalty: 4281.977051
	Iteration 44Q: 3 clusters Score -1060784 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5193 members 
Mstep: Class 2 contains 421 members 
Entering Unmasked Estep 
Score: -1060787.625000 Penalty: 4281.977051
	Iteration 45Q: 3 clusters Score -1060788 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -1060793.625000 Penalty: 4281.977051
	Iteration 46Q: 3 clusters Score -1060794 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5202 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -1060797.375000 Penalty: 4281.977051
	Iteration 47Q: 3 clusters Score -1060797 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -1060801.250000 Penalty: 4281.977051
	Iteration 48Q: 3 clusters Score -1060801 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -1060808.125000 Penalty: 4281.977051
	Iteration 49Q: 3 clusters Score -1060808 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5216 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -1060816.375000 Penalty: 4281.977051
	Iteration 50Q: 3 clusters Score -1060816 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5223 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -1060822.000000 Penalty: 4281.977051
	Iteration 51Q: 3 clusters Score -1060822 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5228 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -1060828.250000 Penalty: 4281.977051
	Iteration 52Q: 3 clusters Score -1060828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -1060829.750000 Penalty: 4281.977051
	Iteration 53Q: 3 clusters Score -1060830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1060832.750000 Penalty: 4281.977051
	Iteration 54Q: 3 clusters Score -1060833 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5231 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1060832.750000 Penalty: 4281.977051
	Iteration 55F: 3 clusters Score -1060833 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32721 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32721 members 
Entering Unmasked Estep 
Score: -6201758.500000 Penalty: 2578.151367
	Iteration 0F: 2 clusters Score -6201758 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16516 members 
Mstep: Class 2 contains 16205 members 
Entering Unmasked Estep 
Score: -6180136.000000 Penalty: 5156.302734
	Iteration 0F: 3 clusters Score -6180136 nChanged 14836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17212 members 
Mstep: Class 2 contains 15509 members 
Entering Unmasked Estep 
Score: -6188429.500000 Penalty: 5156.302734
	Iteration 1F: 3 clusters Score -6188430 nChanged 1697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17607 members 
Mstep: Class 2 contains 15114 members 
Entering Unmasked Estep 
Score: -6189147.500000 Penalty: 5156.302734
	Iteration 2F: 3 clusters Score -6189148 nChanged 1701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18118 members 
Mstep: Class 2 contains 14603 members 
Entering Unmasked Estep 
Score: -6189880.000000 Penalty: 5156.302734
	Iteration 3F: 3 clusters Score -6189880 nChanged 1743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18811 members 
Mstep: Class 2 contains 13910 members 
Entering Unmasked Estep 
Score: -6190770.500000 Penalty: 5156.302734
	Iteration 4F: 3 clusters Score -6190770 nChanged 1876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19719 members 
Mstep: Class 2 contains 13002 members 
Entering Unmasked Estep 
Score: -6191951.000000 Penalty: 5156.302734
	Iteration 5F: 3 clusters Score -6191951 nChanged 2189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 11847 members 
Entering Unmasked Estep 
Score: -6193584.000000 Penalty: 5156.302734
	Iteration 6F: 3 clusters Score -6193584 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21932 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -6195480.000000 Penalty: 5156.302734
	Iteration 7F: 3 clusters Score -6195480 nChanged 1820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22662 members 
Mstep: Class 2 contains 10059 members 
Entering Unmasked Estep 
Score: -6196819.500000 Penalty: 5156.302734
	Iteration 8F: 3 clusters Score -6196820 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 9598 members 
Entering Unmasked Estep 
Score: -6197481.000000 Penalty: 5156.302734
	Iteration 9Q: 3 clusters Score -6197481 nChanged 738
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23467 members 
Mstep: Class 2 contains 9254 members 
Entering Unmasked Estep 
Score: -6197776.000000 Penalty: 5156.302734
	Iteration 10Q: 3 clusters Score -6197776 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23768 members 
Mstep: Class 2 contains 8953 members 
Entering Unmasked Estep 
Score: -6197931.000000 Penalty: 5156.302734
	Iteration 11Q: 3 clusters Score -6197931 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24020 members 
Mstep: Class 2 contains 8701 members 
Entering Unmasked Estep 
Score: -6198074.500000 Penalty: 5156.302734
	Iteration 12Q: 3 clusters Score -6198074 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24260 members 
Mstep: Class 2 contains 8461 members 
Entering Unmasked Estep 
Score: -6198181.000000 Penalty: 5156.302734
	Iteration 13Q: 3 clusters Score -6198181 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 8254 members 
Entering Unmasked Estep 
Score: -6198243.500000 Penalty: 5156.302734
	Iteration 14Q: 3 clusters Score -6198244 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24647 members 
Mstep: Class 2 contains 8074 members 
Entering Unmasked Estep 
Score: -6198312.000000 Penalty: 5156.302734
	Iteration 15Q: 3 clusters Score -6198312 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24834 members 
Mstep: Class 2 contains 7887 members 
Entering Unmasked Estep 
Score: -6198378.500000 Penalty: 5156.302734
	Iteration 16Q: 3 clusters Score -6198378 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25026 members 
Mstep: Class 2 contains 7695 members 
Entering Unmasked Estep 
Score: -6198434.000000 Penalty: 5156.302734
	Iteration 17Q: 3 clusters Score -6198434 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25183 members 
Mstep: Class 2 contains 7538 members 
Entering Unmasked Estep 
Score: -6198454.500000 Penalty: 5156.302734
	Iteration 18Q: 3 clusters Score -6198454 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25343 members 
Mstep: Class 2 contains 7378 members 
Entering Unmasked Estep 
Score: -6198548.000000 Penalty: 5156.302734
	Iteration 19Q: 3 clusters Score -6198548 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25515 members 
Mstep: Class 2 contains 7206 members 
Entering Unmasked Estep 
Score: -6198610.000000 Penalty: 5156.302734
	Iteration 20F: 3 clusters Score -6198610 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25697 members 
Mstep: Class 2 contains 7024 members 
Entering Unmasked Estep 
Score: -6198647.500000 Penalty: 5156.302734
	Iteration 21Q: 3 clusters Score -6198648 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25877 members 
Mstep: Class 2 contains 6844 members 
Entering Unmasked Estep 
Score: -6198719.000000 Penalty: 5156.302734
	Iteration 22Q: 3 clusters Score -6198719 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26065 members 
Mstep: Class 2 contains 6656 members 
Entering Unmasked Estep 
Score: -6198728.500000 Penalty: 5156.302734
	Iteration 23Q: 3 clusters Score -6198728 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 6446 members 
Entering Unmasked Estep 
Score: -6198832.000000 Penalty: 5156.302734
	Iteration 24Q: 3 clusters Score -6198832 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26516 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -6198935.000000 Penalty: 5156.302734
	Iteration 25Q: 3 clusters Score -6198935 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 5926 members 
Entering Unmasked Estep 
Score: -6198996.500000 Penalty: 5156.302734
	Iteration 26Q: 3 clusters Score -6198996 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27086 members 
Mstep: Class 2 contains 5635 members 
Entering Unmasked Estep 
Score: -6199089.500000 Penalty: 5156.302734
	Iteration 27Q: 3 clusters Score -6199090 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27407 members 
Mstep: Class 2 contains 5314 members 
Entering Unmasked Estep 
Score: -6199174.500000 Penalty: 5156.302734
	Iteration 28Q: 3 clusters Score -6199174 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27734 members 
Mstep: Class 2 contains 4987 members 
Entering Unmasked Estep 
Score: -6199249.000000 Penalty: 5156.302734
	Iteration 29Q: 3 clusters Score -6199249 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 4655 members 
Entering Unmasked Estep 
Score: -6199281.000000 Penalty: 5156.302734
	Iteration 30Q: 3 clusters Score -6199281 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28428 members 
Mstep: Class 2 contains 4293 members 
Entering Unmasked Estep 
Score: -6199376.000000 Penalty: 5156.302734
	Iteration 31Q: 3 clusters Score -6199376 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28777 members 
Mstep: Class 2 contains 3944 members 
Entering Unmasked Estep 
Score: -6199432.000000 Penalty: 5156.302734
	Iteration 32Q: 3 clusters Score -6199432 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6199489.000000 Penalty: 5156.302734
	Iteration 33Q: 3 clusters Score -6199489 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29493 members 
Mstep: Class 2 contains 3228 members 
Entering Unmasked Estep 
Score: -6199575.000000 Penalty: 5156.302734
	Iteration 34Q: 3 clusters Score -6199575 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29808 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -6199626.000000 Penalty: 5156.302734
	Iteration 35Q: 3 clusters Score -6199626 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -6199646.500000 Penalty: 5156.302734
	Iteration 36Q: 3 clusters Score -6199646 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -6199701.500000 Penalty: 5156.302734
	Iteration 37Q: 3 clusters Score -6199702 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30610 members 
Mstep: Class 2 contains 2111 members 
Entering Unmasked Estep 
Score: -6199669.500000 Penalty: 5156.302734
	Iteration 38Q: 3 clusters Score -6199670 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30810 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -6199693.500000 Penalty: 5156.302734
	Iteration 39Q: 3 clusters Score -6199694 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30980 members 
Mstep: Class 2 contains 1741 members 
Entering Unmasked Estep 
Score: -6199721.000000 Penalty: 5156.302734
	Iteration 40F: 3 clusters Score -6199721 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31122 members 
Mstep: Class 2 contains 1599 members 
Entering Unmasked Estep 
Score: -6199753.000000 Penalty: 5156.302734
	Iteration 41Q: 3 clusters Score -6199753 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31241 members 
Mstep: Class 2 contains 1480 members 
Entering Unmasked Estep 
Score: -6199753.500000 Penalty: 5156.302734
	Iteration 42Q: 3 clusters Score -6199754 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31345 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -6199752.500000 Penalty: 5156.302734
	Iteration 43Q: 3 clusters Score -6199752 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -6199757.000000 Penalty: 5156.302734
	Iteration 44Q: 3 clusters Score -6199757 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31532 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6199776.000000 Penalty: 5156.302734
	Iteration 45Q: 3 clusters Score -6199776 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31617 members 
Mstep: Class 2 contains 1104 members 
Entering Unmasked Estep 
Score: -6199779.500000 Penalty: 5156.302734
	Iteration 46Q: 3 clusters Score -6199780 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31679 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -6199781.500000 Penalty: 5156.302734
	Iteration 47Q: 3 clusters Score -6199782 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31741 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -6199791.500000 Penalty: 5156.302734
	Iteration 48Q: 3 clusters Score -6199792 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -6199790.000000 Penalty: 5156.302734
	Iteration 49Q: 3 clusters Score -6199790 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31847 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -6199806.000000 Penalty: 5156.302734
	Iteration 50Q: 3 clusters Score -6199806 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31889 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -6199806.500000 Penalty: 5156.302734
	Iteration 51Q: 3 clusters Score -6199806 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31918 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -6199820.500000 Penalty: 5156.302734
	Iteration 52Q: 3 clusters Score -6199820 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31941 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -6199822.500000 Penalty: 5156.302734
	Iteration 53Q: 3 clusters Score -6199822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31974 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6199823.000000 Penalty: 5156.302734
	Iteration 54Q: 3 clusters Score -6199823 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32000 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -6199819.000000 Penalty: 5156.302734
	Iteration 55Q: 3 clusters Score -6199819 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32009 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -6199827.500000 Penalty: 5156.302734
	Iteration 56Q: 3 clusters Score -6199828 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32021 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -6199839.500000 Penalty: 5156.302734
	Iteration 57Q: 3 clusters Score -6199840 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32042 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -6199844.000000 Penalty: 5156.302734
	Iteration 58Q: 3 clusters Score -6199844 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32068 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -6199844.500000 Penalty: 5156.302734
	Iteration 59Q: 3 clusters Score -6199844 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32089 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6199837.500000 Penalty: 5156.302734
	Iteration 60F: 3 clusters Score -6199838 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32108 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -6199840.500000 Penalty: 5156.302734
	Iteration 61Q: 3 clusters Score -6199840 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32124 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -6199848.500000 Penalty: 5156.302734
	Iteration 62Q: 3 clusters Score -6199848 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -6199840.000000 Penalty: 5156.302734
	Iteration 63Q: 3 clusters Score -6199840 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32151 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6199848.000000 Penalty: 5156.302734
	Iteration 64Q: 3 clusters Score -6199848 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32159 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -6199848.500000 Penalty: 5156.302734
	Iteration 65Q: 3 clusters Score -6199848 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32168 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -6199846.000000 Penalty: 5156.302734
	Iteration 66Q: 3 clusters Score -6199846 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32173 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -6199848.000000 Penalty: 5156.302734
	Iteration 67Q: 3 clusters Score -6199848 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32177 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -6199853.000000 Penalty: 5156.302734
	Iteration 68Q: 3 clusters Score -6199853 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32181 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -6199850.500000 Penalty: 5156.302734
	Iteration 69Q: 3 clusters Score -6199850 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32186 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -6199848.500000 Penalty: 5156.302734
	Iteration 70Q: 3 clusters Score -6199848 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32192 members 
Mstep: Class 2 contains 529 members 
Entering Unmasked Estep 
Score: -6199852.000000 Penalty: 5156.302734
	Iteration 71Q: 3 clusters Score -6199852 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6199856.500000 Penalty: 5156.302734
	Iteration 72Q: 3 clusters Score -6199856 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32195 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -6199856.500000 Penalty: 5156.302734
	Iteration 73F: 3 clusters Score -6199856 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45528 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45528 members 
Entering Unmasked Estep 
Score: -8746524.000000 Penalty: 2660.068604
	Iteration 0F: 2 clusters Score -8746524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22777 members 
Mstep: Class 2 contains 22751 members 
Entering Unmasked Estep 
Score: -8719657.000000 Penalty: 5320.137207
	Iteration 0F: 3 clusters Score -8719657 nChanged 20990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23205 members 
Mstep: Class 2 contains 22323 members 
Entering Unmasked Estep 
Score: -8731138.000000 Penalty: 5320.137207
	Iteration 1F: 3 clusters Score -8731138 nChanged 1976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23501 members 
Mstep: Class 2 contains 22027 members 
Entering Unmasked Estep 
Score: -8731744.000000 Penalty: 5320.137207
	Iteration 2Q: 3 clusters Score -8731744 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23973 members 
Mstep: Class 2 contains 21555 members 
Entering Unmasked Estep 
Score: -8732362.000000 Penalty: 5320.137207
	Iteration 3Q: 3 clusters Score -8732362 nChanged 1945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 20870 members 
Entering Unmasked Estep 
Score: -8733018.000000 Penalty: 5320.137207
	Iteration 4Q: 3 clusters Score -8733018 nChanged 1949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25633 members 
Mstep: Class 2 contains 19895 members 
Entering Unmasked Estep 
Score: -8733746.000000 Penalty: 5320.137207
	Iteration 5Q: 3 clusters Score -8733746 nChanged 2114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 18587 members 
Entering Unmasked Estep 
Score: -8734775.000000 Penalty: 5320.137207
	Iteration 6Q: 3 clusters Score -8734775 nChanged 2279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28538 members 
Mstep: Class 2 contains 16990 members 
Entering Unmasked Estep 
Score: -8736026.000000 Penalty: 5320.137207
	Iteration 7F: 3 clusters Score -8736026 nChanged 2485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30317 members 
Mstep: Class 2 contains 15211 members 
Entering Unmasked Estep 
Score: -8737618.000000 Penalty: 5320.137207
	Iteration 8F: 3 clusters Score -8737618 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31904 members 
Mstep: Class 2 contains 13624 members 
Entering Unmasked Estep 
Score: -8739439.000000 Penalty: 5320.137207
	Iteration 9F: 3 clusters Score -8739439 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32965 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -8741072.000000 Penalty: 5320.137207
	Iteration 10Q: 3 clusters Score -8741072 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33616 members 
Mstep: Class 2 contains 11912 members 
Entering Unmasked Estep 
Score: -8742217.000000 Penalty: 5320.137207
	Iteration 11Q: 3 clusters Score -8742217 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 11496 members 
Entering Unmasked Estep 
Score: -8742785.000000 Penalty: 5320.137207
	Iteration 12Q: 3 clusters Score -8742785 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34393 members 
Mstep: Class 2 contains 11135 members 
Entering Unmasked Estep 
Score: -8743126.000000 Penalty: 5320.137207
	Iteration 13Q: 3 clusters Score -8743126 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34720 members 
Mstep: Class 2 contains 10808 members 
Entering Unmasked Estep 
Score: -8743367.000000 Penalty: 5320.137207
	Iteration 14Q: 3 clusters Score -8743367 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34953 members 
Mstep: Class 2 contains 10575 members 
Entering Unmasked Estep 
Score: -8743524.000000 Penalty: 5320.137207
	Iteration 15Q: 3 clusters Score -8743524 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35109 members 
Mstep: Class 2 contains 10419 members 
Entering Unmasked Estep 
Score: -8743663.000000 Penalty: 5320.137207
	Iteration 16Q: 3 clusters Score -8743663 nChanged 422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35257 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -8743756.000000 Penalty: 5320.137207
	Iteration 17Q: 3 clusters Score -8743756 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35408 members 
Mstep: Class 2 contains 10120 members 
Entering Unmasked Estep 
Score: -8743811.000000 Penalty: 5320.137207
	Iteration 18Q: 3 clusters Score -8743811 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35491 members 
Mstep: Class 2 contains 10037 members 
Entering Unmasked Estep 
Score: -8743893.000000 Penalty: 5320.137207
	Iteration 19Q: 3 clusters Score -8743893 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35560 members 
Mstep: Class 2 contains 9968 members 
Entering Unmasked Estep 
Score: -8743963.000000 Penalty: 5320.137207
	Iteration 20F: 3 clusters Score -8743963 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35609 members 
Mstep: Class 2 contains 9919 members 
Entering Unmasked Estep 
Score: -8744022.000000 Penalty: 5320.137207
	Iteration 21Q: 3 clusters Score -8744022 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35641 members 
Mstep: Class 2 contains 9887 members 
Entering Unmasked Estep 
Score: -8744069.000000 Penalty: 5320.137207
	Iteration 22Q: 3 clusters Score -8744069 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35640 members 
Mstep: Class 2 contains 9888 members 
Entering Unmasked Estep 
Score: -8744169.000000 Penalty: 5320.137207
	Iteration 23Q: 3 clusters Score -8744169 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35634 members 
Mstep: Class 2 contains 9894 members 
Entering Unmasked Estep 
Score: -8744231.000000 Penalty: 5320.137207
	Iteration 24Q: 3 clusters Score -8744231 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35630 members 
Mstep: Class 2 contains 9898 members 
Entering Unmasked Estep 
Score: -8744261.000000 Penalty: 5320.137207
	Iteration 25Q: 3 clusters Score -8744261 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35622 members 
Mstep: Class 2 contains 9906 members 
Entering Unmasked Estep 
Score: -8744299.000000 Penalty: 5320.137207
	Iteration 26Q: 3 clusters Score -8744299 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35593 members 
Mstep: Class 2 contains 9935 members 
Entering Unmasked Estep 
Score: -8744312.000000 Penalty: 5320.137207
	Iteration 27Q: 3 clusters Score -8744312 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35534 members 
Mstep: Class 2 contains 9994 members 
Entering Unmasked Estep 
Score: -8744383.000000 Penalty: 5320.137207
	Iteration 28Q: 3 clusters Score -8744383 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35434 members 
Mstep: Class 2 contains 10094 members 
Entering Unmasked Estep 
Score: -8744441.000000 Penalty: 5320.137207
	Iteration 29Q: 3 clusters Score -8744441 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35329 members 
Mstep: Class 2 contains 10199 members 
Entering Unmasked Estep 
Score: -8744494.000000 Penalty: 5320.137207
	Iteration 30Q: 3 clusters Score -8744494 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35209 members 
Mstep: Class 2 contains 10319 members 
Entering Unmasked Estep 
Score: -8744558.000000 Penalty: 5320.137207
	Iteration 31Q: 3 clusters Score -8744558 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35061 members 
Mstep: Class 2 contains 10467 members 
Entering Unmasked Estep 
Score: -8744620.000000 Penalty: 5320.137207
	Iteration 32Q: 3 clusters Score -8744620 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34898 members 
Mstep: Class 2 contains 10630 members 
Entering Unmasked Estep 
Score: -8744663.000000 Penalty: 5320.137207
	Iteration 33Q: 3 clusters Score -8744663 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34739 members 
Mstep: Class 2 contains 10789 members 
Entering Unmasked Estep 
Score: -8744713.000000 Penalty: 5320.137207
	Iteration 34Q: 3 clusters Score -8744713 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34583 members 
Mstep: Class 2 contains 10945 members 
Entering Unmasked Estep 
Score: -8744737.000000 Penalty: 5320.137207
	Iteration 35Q: 3 clusters Score -8744737 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34435 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -8744756.000000 Penalty: 5320.137207
	Iteration 36Q: 3 clusters Score -8744756 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34289 members 
Mstep: Class 2 contains 11239 members 
Entering Unmasked Estep 
Score: -8744800.000000 Penalty: 5320.137207
	Iteration 37Q: 3 clusters Score -8744800 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34146 members 
Mstep: Class 2 contains 11382 members 
Entering Unmasked Estep 
Score: -8744833.000000 Penalty: 5320.137207
	Iteration 38Q: 3 clusters Score -8744833 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34027 members 
Mstep: Class 2 contains 11501 members 
Entering Unmasked Estep 
Score: -8744823.000000 Penalty: 5320.137207
	Iteration 39Q: 3 clusters Score -8744823 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33930 members 
Mstep: Class 2 contains 11598 members 
Entering Unmasked Estep 
Score: -8744855.000000 Penalty: 5320.137207
	Iteration 40F: 3 clusters Score -8744855 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33834 members 
Mstep: Class 2 contains 11694 members 
Entering Unmasked Estep 
Score: -8744839.000000 Penalty: 5320.137207
	Iteration 41Q: 3 clusters Score -8744839 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33690 members 
Mstep: Class 2 contains 11838 members 
Entering Unmasked Estep 
Score: -8744870.000000 Penalty: 5320.137207
	Iteration 42Q: 3 clusters Score -8744870 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33482 members 
Mstep: Class 2 contains 12046 members 
Entering Unmasked Estep 
Score: -8744892.000000 Penalty: 5320.137207
	Iteration 43Q: 3 clusters Score -8744892 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33274 members 
Mstep: Class 2 contains 12254 members 
Entering Unmasked Estep 
Score: -8744963.000000 Penalty: 5320.137207
	Iteration 44Q: 3 clusters Score -8744963 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33079 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -8745013.000000 Penalty: 5320.137207
	Iteration 45Q: 3 clusters Score -8745013 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32919 members 
Mstep: Class 2 contains 12609 members 
Entering Unmasked Estep 
Score: -8745039.000000 Penalty: 5320.137207
	Iteration 46Q: 3 clusters Score -8745039 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32765 members 
Mstep: Class 2 contains 12763 members 
Entering Unmasked Estep 
Score: -8745062.000000 Penalty: 5320.137207
	Iteration 47Q: 3 clusters Score -8745062 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32581 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -8745089.000000 Penalty: 5320.137207
	Iteration 48Q: 3 clusters Score -8745089 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32417 members 
Mstep: Class 2 contains 13111 members 
Entering Unmasked Estep 
Score: -8745123.000000 Penalty: 5320.137207
	Iteration 49Q: 3 clusters Score -8745123 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32266 members 
Mstep: Class 2 contains 13262 members 
Entering Unmasked Estep 
Score: -8745154.000000 Penalty: 5320.137207
	Iteration 50Q: 3 clusters Score -8745154 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32146 members 
Mstep: Class 2 contains 13382 members 
Entering Unmasked Estep 
Score: -8745158.000000 Penalty: 5320.137207
	Iteration 51Q: 3 clusters Score -8745158 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32039 members 
Mstep: Class 2 contains 13489 members 
Entering Unmasked Estep 
Score: -8745176.000000 Penalty: 5320.137207
	Iteration 52Q: 3 clusters Score -8745176 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31933 members 
Mstep: Class 2 contains 13595 members 
Entering Unmasked Estep 
Score: -8745222.000000 Penalty: 5320.137207
	Iteration 53Q: 3 clusters Score -8745222 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31802 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -8745228.000000 Penalty: 5320.137207
	Iteration 54Q: 3 clusters Score -8745228 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31681 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -8745253.000000 Penalty: 5320.137207
	Iteration 55Q: 3 clusters Score -8745253 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -8745277.000000 Penalty: 5320.137207
	Iteration 56Q: 3 clusters Score -8745277 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31418 members 
Mstep: Class 2 contains 14110 members 
Entering Unmasked Estep 
Score: -8745293.000000 Penalty: 5320.137207
	Iteration 57Q: 3 clusters Score -8745293 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31316 members 
Mstep: Class 2 contains 14212 members 
Entering Unmasked Estep 
Score: -8745304.000000 Penalty: 5320.137207
	Iteration 58Q: 3 clusters Score -8745304 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31195 members 
Mstep: Class 2 contains 14333 members 
Entering Unmasked Estep 
Score: -8745320.000000 Penalty: 5320.137207
	Iteration 59Q: 3 clusters Score -8745320 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31096 members 
Mstep: Class 2 contains 14432 members 
Entering Unmasked Estep 
Score: -8745352.000000 Penalty: 5320.137207
	Iteration 60F: 3 clusters Score -8745352 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31039 members 
Mstep: Class 2 contains 14489 members 
Entering Unmasked Estep 
Score: -8745347.000000 Penalty: 5320.137207
	Iteration 61Q: 3 clusters Score -8745347 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30983 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -8745359.000000 Penalty: 5320.137207
	Iteration 62Q: 3 clusters Score -8745359 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30904 members 
Mstep: Class 2 contains 14624 members 
Entering Unmasked Estep 
Score: -8745346.000000 Penalty: 5320.137207
	Iteration 63Q: 3 clusters Score -8745346 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30835 members 
Mstep: Class 2 contains 14693 members 
Entering Unmasked Estep 
Score: -8745356.000000 Penalty: 5320.137207
	Iteration 64Q: 3 clusters Score -8745356 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30771 members 
Mstep: Class 2 contains 14757 members 
Entering Unmasked Estep 
Score: -8745387.000000 Penalty: 5320.137207
	Iteration 65Q: 3 clusters Score -8745387 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30730 members 
Mstep: Class 2 contains 14798 members 
Entering Unmasked Estep 
Score: -8745399.000000 Penalty: 5320.137207
	Iteration 66Q: 3 clusters Score -8745399 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30682 members 
Mstep: Class 2 contains 14846 members 
Entering Unmasked Estep 
Score: -8745400.000000 Penalty: 5320.137207
	Iteration 67Q: 3 clusters Score -8745400 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 14896 members 
Entering Unmasked Estep 
Score: -8745403.000000 Penalty: 5320.137207
	Iteration 68Q: 3 clusters Score -8745403 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30591 members 
Mstep: Class 2 contains 14937 members 
Entering Unmasked Estep 
Score: -8745420.000000 Penalty: 5320.137207
	Iteration 69Q: 3 clusters Score -8745420 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30548 members 
Mstep: Class 2 contains 14980 members 
Entering Unmasked Estep 
Score: -8745417.000000 Penalty: 5320.137207
	Iteration 70Q: 3 clusters Score -8745417 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30517 members 
Mstep: Class 2 contains 15011 members 
Entering Unmasked Estep 
Score: -8745446.000000 Penalty: 5320.137207
	Iteration 71Q: 3 clusters Score -8745446 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30499 members 
Mstep: Class 2 contains 15029 members 
Entering Unmasked Estep 
Score: -8745467.000000 Penalty: 5320.137207
	Iteration 72Q: 3 clusters Score -8745467 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30480 members 
Mstep: Class 2 contains 15048 members 
Entering Unmasked Estep 
Score: -8745474.000000 Penalty: 5320.137207
	Iteration 73Q: 3 clusters Score -8745474 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30447 members 
Mstep: Class 2 contains 15081 members 
Entering Unmasked Estep 
Score: -8745477.000000 Penalty: 5320.137207
	Iteration 74Q: 3 clusters Score -8745477 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30421 members 
Mstep: Class 2 contains 15107 members 
Entering Unmasked Estep 
Score: -8745478.000000 Penalty: 5320.137207
	Iteration 75Q: 3 clusters Score -8745478 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 15133 members 
Entering Unmasked Estep 
Score: -8745492.000000 Penalty: 5320.137207
	Iteration 76Q: 3 clusters Score -8745492 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30377 members 
Mstep: Class 2 contains 15151 members 
Entering Unmasked Estep 
Score: -8745500.000000 Penalty: 5320.137207
	Iteration 77Q: 3 clusters Score -8745500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30356 members 
Mstep: Class 2 contains 15172 members 
Entering Unmasked Estep 
Score: -8745516.000000 Penalty: 5320.137207
	Iteration 78Q: 3 clusters Score -8745516 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30324 members 
Mstep: Class 2 contains 15204 members 
Entering Unmasked Estep 
Score: -8745510.000000 Penalty: 5320.137207
	Iteration 79Q: 3 clusters Score -8745510 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30298 members 
Mstep: Class 2 contains 15230 members 
Entering Unmasked Estep 
Score: -8745502.000000 Penalty: 5320.137207
	Iteration 80F: 3 clusters Score -8745502 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30277 members 
Mstep: Class 2 contains 15251 members 
Entering Unmasked Estep 
Score: -8745507.000000 Penalty: 5320.137207
	Iteration 81Q: 3 clusters Score -8745507 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30242 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -8745529.000000 Penalty: 5320.137207
	Iteration 82Q: 3 clusters Score -8745529 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30217 members 
Mstep: Class 2 contains 15311 members 
Entering Unmasked Estep 
Score: -8745527.000000 Penalty: 5320.137207
	Iteration 83Q: 3 clusters Score -8745527 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 15327 members 
Entering Unmasked Estep 
Score: -8745532.000000 Penalty: 5320.137207
	Iteration 84Q: 3 clusters Score -8745532 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30182 members 
Mstep: Class 2 contains 15346 members 
Entering Unmasked Estep 
Score: -8745534.000000 Penalty: 5320.137207
	Iteration 85Q: 3 clusters Score -8745534 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30173 members 
Mstep: Class 2 contains 15355 members 
Entering Unmasked Estep 
Score: -8745531.000000 Penalty: 5320.137207
	Iteration 86Q: 3 clusters Score -8745531 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30155 members 
Mstep: Class 2 contains 15373 members 
Entering Unmasked Estep 
Score: -8745536.000000 Penalty: 5320.137207
	Iteration 87Q: 3 clusters Score -8745536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 15388 members 
Entering Unmasked Estep 
Score: -8745540.000000 Penalty: 5320.137207
	Iteration 88Q: 3 clusters Score -8745540 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30120 members 
Mstep: Class 2 contains 15408 members 
Entering Unmasked Estep 
Score: -8745535.000000 Penalty: 5320.137207
	Iteration 89Q: 3 clusters Score -8745535 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30103 members 
Mstep: Class 2 contains 15425 members 
Entering Unmasked Estep 
Score: -8745525.000000 Penalty: 5320.137207
	Iteration 90Q: 3 clusters Score -8745525 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -8745537.000000 Penalty: 5320.137207
	Iteration 91Q: 3 clusters Score -8745537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30096 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -8745528.000000 Penalty: 5320.137207
	Iteration 92Q: 3 clusters Score -8745528 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -8745535.000000 Penalty: 5320.137207
	Iteration 93Q: 3 clusters Score -8745535 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -8745525.000000 Penalty: 5320.137207
	Iteration 94Q: 3 clusters Score -8745525 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -8745531.000000 Penalty: 5320.137207
	Iteration 95Q: 3 clusters Score -8745531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -8745530.000000 Penalty: 5320.137207
	Iteration 96Q: 3 clusters Score -8745530 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 15427 members 
Entering Unmasked Estep 
Score: -8745524.000000 Penalty: 5320.137207
	Iteration 97Q: 3 clusters Score -8745524 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30098 members 
Mstep: Class 2 contains 15430 members 
Entering Unmasked Estep 
Score: -8745537.000000 Penalty: 5320.137207
	Iteration 98Q: 3 clusters Score -8745537 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30093 members 
Mstep: Class 2 contains 15435 members 
Entering Unmasked Estep 
Score: -8745534.000000 Penalty: 5320.137207
	Iteration 99Q: 3 clusters Score -8745534 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -8745541.000000 Penalty: 5320.137207
	Iteration 100F: 3 clusters Score -8745541 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30092 members 
Mstep: Class 2 contains 15436 members 
Entering Unmasked Estep 
Score: -8745532.000000 Penalty: 5320.137207
	Iteration 101Q: 3 clusters Score -8745532 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -8745534.000000 Penalty: 5320.137207
	Iteration 102Q: 3 clusters Score -8745534 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -8745527.000000 Penalty: 5320.137207
	Iteration 103Q: 3 clusters Score -8745527 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30094 members 
Mstep: Class 2 contains 15434 members 
Entering Unmasked Estep 
Score: -8745531.000000 Penalty: 5320.137207
	Iteration 104Q: 3 clusters Score -8745531 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -8745525.000000 Penalty: 5320.137207
	Iteration 105Q: 3 clusters Score -8745525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -8745532.000000 Penalty: 5320.137207
	Iteration 106Q: 3 clusters Score -8745532 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30091 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -8745540.000000 Penalty: 5320.137207
	Iteration 107Q: 3 clusters Score -8745540 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30086 members 
Mstep: Class 2 contains 15442 members 
Entering Unmasked Estep 
Score: -8745527.000000 Penalty: 5320.137207
	Iteration 108Q: 3 clusters Score -8745527 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30083 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -8745535.000000 Penalty: 5320.137207
	Iteration 109Q: 3 clusters Score -8745535 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30080 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -8745531.000000 Penalty: 5320.137207
	Iteration 110Q: 3 clusters Score -8745531 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -8745536.000000 Penalty: 5320.137207
	Iteration 111Q: 3 clusters Score -8745536 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30081 members 
Mstep: Class 2 contains 15447 members 
Entering Unmasked Estep 
Score: -8745531.000000 Penalty: 5320.137207
	Iteration 112Q: 3 clusters Score -8745531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -8745533.000000 Penalty: 5320.137207
	Iteration 113Q: 3 clusters Score -8745533 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30079 members 
Mstep: Class 2 contains 15449 members 
Entering Unmasked Estep 
Score: -8745533.000000 Penalty: 5320.137207
	Iteration 114F: 3 clusters Score -8745533 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (19905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Entering Unmasked Estep 
Score: -3891235.000000 Penalty: 2454.884277
	Iteration 0F: 2 clusters Score -3891235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9894 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3877175.750000 Penalty: 4909.768555
	Iteration 0F: 3 clusters Score -3877176 nChanged 8744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9538 members 
Mstep: Class 2 contains 10367 members 
Entering Unmasked Estep 
Score: -3881908.750000 Penalty: 4909.768555
	Iteration 1F: 3 clusters Score -3881909 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9374 members 
Mstep: Class 2 contains 10531 members 
Entering Unmasked Estep 
Score: -3882274.500000 Penalty: 4909.768555
	Iteration 2F: 3 clusters Score -3882274 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9166 members 
Mstep: Class 2 contains 10739 members 
Entering Unmasked Estep 
Score: -3882571.500000 Penalty: 4909.768555
	Iteration 3Q: 3 clusters Score -3882572 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8870 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3882857.500000 Penalty: 4909.768555
	Iteration 4Q: 3 clusters Score -3882858 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8499 members 
Mstep: Class 2 contains 11406 members 
Entering Unmasked Estep 
Score: -3883128.250000 Penalty: 4909.768555
	Iteration 5Q: 3 clusters Score -3883128 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 11892 members 
Entering Unmasked Estep 
Score: -3883441.500000 Penalty: 4909.768555
	Iteration 6Q: 3 clusters Score -3883442 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7425 members 
Mstep: Class 2 contains 12480 members 
Entering Unmasked Estep 
Score: -3883770.000000 Penalty: 4909.768555
	Iteration 7Q: 3 clusters Score -3883770 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6711 members 
Mstep: Class 2 contains 13194 members 
Entering Unmasked Estep 
Score: -3884168.250000 Penalty: 4909.768555
	Iteration 8Q: 3 clusters Score -3884168 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5867 members 
Mstep: Class 2 contains 14038 members 
Entering Unmasked Estep 
Score: -3884675.500000 Penalty: 4909.768555
	Iteration 9Q: 3 clusters Score -3884676 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4945 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -3885251.250000 Penalty: 4909.768555
	Iteration 10Q: 3 clusters Score -3885251 nChanged 958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4005 members 
Mstep: Class 2 contains 15900 members 
Entering Unmasked Estep 
Score: -3885906.750000 Penalty: 4909.768555
	Iteration 11Q: 3 clusters Score -3885907 nChanged 953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 16837 members 
Entering Unmasked Estep 
Score: -3886623.250000 Penalty: 4909.768555
	Iteration 12Q: 3 clusters Score -3886623 nChanged 886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2188 members 
Mstep: Class 2 contains 17717 members 
Entering Unmasked Estep 
Score: -3887333.500000 Penalty: 4909.768555
	Iteration 13Q: 3 clusters Score -3887334 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1494 members 
Mstep: Class 2 contains 18411 members 
Entering Unmasked Estep 
Score: -3887949.000000 Penalty: 4909.768555
	Iteration 14Q: 3 clusters Score -3887949 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 18902 members 
Entering Unmasked Estep 
Score: -3888399.000000 Penalty: 4909.768555
	Iteration 15Q: 3 clusters Score -3888399 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 19188 members 
Entering Unmasked Estep 
Score: -3888673.750000 Penalty: 4909.768555
	Iteration 16Q: 3 clusters Score -3888674 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 19340 members 
Entering Unmasked Estep 
Score: -3888816.750000 Penalty: 4909.768555
	Iteration 17Q: 3 clusters Score -3888817 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 19423 members 
Entering Unmasked Estep 
Score: -3888899.000000 Penalty: 4909.768555
	Iteration 18Q: 3 clusters Score -3888899 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 19483 members 
Entering Unmasked Estep 
Score: -3888955.250000 Penalty: 4909.768555
	Iteration 19Q: 3 clusters Score -3888955 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 19506 members 
Entering Unmasked Estep 
Score: -3888987.750000 Penalty: 4909.768555
	Iteration 20F: 3 clusters Score -3888988 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 19523 members 
Entering Unmasked Estep 
Score: -3889012.750000 Penalty: 4909.768555
	Iteration 21Q: 3 clusters Score -3889013 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 19542 members 
Entering Unmasked Estep 
Score: -3889031.750000 Penalty: 4909.768555
	Iteration 22Q: 3 clusters Score -3889032 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -3889056.000000 Penalty: 4909.768555
	Iteration 23Q: 3 clusters Score -3889056 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 19563 members 
Entering Unmasked Estep 
Score: -3889066.750000 Penalty: 4909.768555
	Iteration 24Q: 3 clusters Score -3889067 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 19570 members 
Entering Unmasked Estep 
Score: -3889071.750000 Penalty: 4909.768555
	Iteration 25Q: 3 clusters Score -3889072 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3889072.750000 Penalty: 4909.768555
	Iteration 26Q: 3 clusters Score -3889073 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 19571 members 
Entering Unmasked Estep 
Score: -3889072.750000 Penalty: 4909.768555
	Iteration 27F: 3 clusters Score -3889073 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -250874.062500 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -250874.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -248651.906250 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -248651.9 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -249150.687500 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -249150.7 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -249377.578125 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -249377.6 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -249686.687500 Penalty: 3616.323486
	Iteration 3F: 3 clusters Score -249686.7 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 948 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -250025.781250 Penalty: 3616.323486
	Iteration 4F: 3 clusters Score -250025.8 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 982 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -250266.406250 Penalty: 3616.323486
	Iteration 5F: 3 clusters Score -250266.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 990 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -250448.437500 Penalty: 3616.323486
	Iteration 6Q: 3 clusters Score -250448.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 979 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -250573.875000 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -250573.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -250752.328125 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -250752.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -250976.093750 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -250976.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 884 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -251135.078125 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -251135.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -251229.593750 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -251229.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -251291.750000 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -251291.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -251325.421875 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -251325.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -251343.812500 Penalty: 3616.323486
	Iteration 14Q: 3 clusters Score -251343.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -251355.531250 Penalty: 3616.323486
	Iteration 15Q: 3 clusters Score -251355.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -251362.250000 Penalty: 3616.323486
	Iteration 16Q: 3 clusters Score -251362.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -251366.484375 Penalty: 3616.323486
	Iteration 17Q: 3 clusters Score -251366.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -251370.000000 Penalty: 3616.323486
	Iteration 18Q: 3 clusters Score -251370 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -251373.359375 Penalty: 3616.323486
	Iteration 19Q: 3 clusters Score -251373.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -251375.828125 Penalty: 3616.323486
	Iteration 20F: 3 clusters Score -251375.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -251379.859375 Penalty: 3616.323486
	Iteration 21Q: 3 clusters Score -251379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -251379.859375 Penalty: 3616.323486
	Iteration 22F: 3 clusters Score -251379.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 5614 members 
Mstep: Class 3 contains 32721 members 
Mstep: Class 4 contains 45528 members 
Mstep: Class 5 contains 19905 members 
Mstep: Class 6 contains 756 members 
Mstep: Class 7 contains 41517 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 55329 members 
Mstep: Class 10 contains 17264 members 
Mstep: Class 11 contains 25975 members 
Mstep: Class 12 contains 58525 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 15724 members 
Mstep: Class 15 contains 9146 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43658 members 
Mstep: Class 18 contains 5482 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30967 members 
Mstep: Class 22 contains 43095 members 
Mstep: Class 23 contains 29114 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 6884 members 
Mstep: Class 26 contains 41526 members 
Mstep: Class 27 contains 55008 members 
Mstep: Class 28 contains 49984 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 9523 members 
Mstep: Class 31 contains 56844 members 
Mstep: Class 32 contains 23595 members 
Mstep: Class 33 contains 42112 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45445 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25393 members 
Mstep: Class 40 contains 25110 members 
Mstep: Class 41 contains 22852 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25213 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45642 members 
Mstep: Class 47 contains 22942 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 25385 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26370 members 
Mstep: Class 53 contains 711 members 
Entering Unmasked Estep 
Score: -207983088.000000 Penalty: 183036.406250
Splitting cluster 6 changes total score from -207984464.000000 to -207983088.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (41517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41517 members 
Entering Unmasked Estep 
Score: -8001625.500000 Penalty: 2637.197021
	Iteration 0F: 2 clusters Score -8001626 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20723 members 
Mstep: Class 2 contains 20794 members 
Entering Unmasked Estep 
Score: -7976377.000000 Penalty: 5274.394043
	Iteration 0F: 3 clusters Score -7976377 nChanged 18995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20612 members 
Mstep: Class 2 contains 20905 members 
Entering Unmasked Estep 
Score: -7986674.500000 Penalty: 5274.394043
	Iteration 1F: 3 clusters Score -7986674 nChanged 1766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -7987127.500000 Penalty: 5274.394043
	Iteration 2Q: 3 clusters Score -7987128 nChanged 1576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20426 members 
Mstep: Class 2 contains 21091 members 
Entering Unmasked Estep 
Score: -7987546.500000 Penalty: 5274.394043
	Iteration 3Q: 3 clusters Score -7987546 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20231 members 
Mstep: Class 2 contains 21286 members 
Entering Unmasked Estep 
Score: -7987910.000000 Penalty: 5274.394043
	Iteration 4Q: 3 clusters Score -7987910 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19955 members 
Mstep: Class 2 contains 21562 members 
Entering Unmasked Estep 
Score: -7988264.500000 Penalty: 5274.394043
	Iteration 5Q: 3 clusters Score -7988264 nChanged 1199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19580 members 
Mstep: Class 2 contains 21937 members 
Entering Unmasked Estep 
Score: -7988638.500000 Penalty: 5274.394043
	Iteration 6Q: 3 clusters Score -7988638 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19032 members 
Mstep: Class 2 contains 22485 members 
Entering Unmasked Estep 
Score: -7989017.500000 Penalty: 5274.394043
	Iteration 7Q: 3 clusters Score -7989018 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 23233 members 
Entering Unmasked Estep 
Score: -7989518.500000 Penalty: 5274.394043
	Iteration 8Q: 3 clusters Score -7989518 nChanged 1457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17253 members 
Mstep: Class 2 contains 24264 members 
Entering Unmasked Estep 
Score: -7990108.000000 Penalty: 5274.394043
	Iteration 9Q: 3 clusters Score -7990108 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15881 members 
Mstep: Class 2 contains 25636 members 
Entering Unmasked Estep 
Score: -7990938.500000 Penalty: 5274.394043
	Iteration 10Q: 3 clusters Score -7990938 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14215 members 
Mstep: Class 2 contains 27302 members 
Entering Unmasked Estep 
Score: -7992067.500000 Penalty: 5274.394043
	Iteration 11Q: 3 clusters Score -7992068 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12213 members 
Mstep: Class 2 contains 29304 members 
Entering Unmasked Estep 
Score: -7993464.000000 Penalty: 5274.394043
	Iteration 12F: 3 clusters Score -7993464 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10064 members 
Mstep: Class 2 contains 31453 members 
Entering Unmasked Estep 
Score: -7995000.000000 Penalty: 5274.394043
	Iteration 13F: 3 clusters Score -7995000 nChanged 2128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8170 members 
Mstep: Class 2 contains 33347 members 
Entering Unmasked Estep 
Score: -7996352.000000 Penalty: 5274.394043
	Iteration 14F: 3 clusters Score -7996352 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6763 members 
Mstep: Class 2 contains 34754 members 
Entering Unmasked Estep 
Score: -7997259.500000 Penalty: 5274.394043
	Iteration 15Q: 3 clusters Score -7997260 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5692 members 
Mstep: Class 2 contains 35825 members 
Entering Unmasked Estep 
Score: -7997870.000000 Penalty: 5274.394043
	Iteration 16Q: 3 clusters Score -7997870 nChanged 960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4830 members 
Mstep: Class 2 contains 36687 members 
Entering Unmasked Estep 
Score: -7998256.500000 Penalty: 5274.394043
	Iteration 17Q: 3 clusters Score -7998256 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4167 members 
Mstep: Class 2 contains 37350 members 
Entering Unmasked Estep 
Score: -7998461.000000 Penalty: 5274.394043
	Iteration 18Q: 3 clusters Score -7998461 nChanged 572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 37902 members 
Entering Unmasked Estep 
Score: -7998613.500000 Penalty: 5274.394043
	Iteration 19Q: 3 clusters Score -7998614 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3112 members 
Mstep: Class 2 contains 38405 members 
Entering Unmasked Estep 
Score: -7998758.000000 Penalty: 5274.394043
	Iteration 20F: 3 clusters Score -7998758 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 38818 members 
Entering Unmasked Estep 
Score: -7998877.000000 Penalty: 5274.394043
	Iteration 21Q: 3 clusters Score -7998877 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2335 members 
Mstep: Class 2 contains 39182 members 
Entering Unmasked Estep 
Score: -7998962.000000 Penalty: 5274.394043
	Iteration 22Q: 3 clusters Score -7998962 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2040 members 
Mstep: Class 2 contains 39477 members 
Entering Unmasked Estep 
Score: -7999027.000000 Penalty: 5274.394043
	Iteration 23Q: 3 clusters Score -7999027 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 39733 members 
Entering Unmasked Estep 
Score: -7999092.500000 Penalty: 5274.394043
	Iteration 24Q: 3 clusters Score -7999092 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 39944 members 
Entering Unmasked Estep 
Score: -7999159.500000 Penalty: 5274.394043
	Iteration 25Q: 3 clusters Score -7999160 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 40122 members 
Entering Unmasked Estep 
Score: -7999225.000000 Penalty: 5274.394043
	Iteration 26Q: 3 clusters Score -7999225 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 40279 members 
Entering Unmasked Estep 
Score: -7999276.000000 Penalty: 5274.394043
	Iteration 27Q: 3 clusters Score -7999276 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 40420 members 
Entering Unmasked Estep 
Score: -7999350.000000 Penalty: 5274.394043
	Iteration 28Q: 3 clusters Score -7999350 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 40532 members 
Entering Unmasked Estep 
Score: -7999412.500000 Penalty: 5274.394043
	Iteration 29Q: 3 clusters Score -7999412 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 912 members 
Mstep: Class 2 contains 40605 members 
Entering Unmasked Estep 
Score: -7999421.000000 Penalty: 5274.394043
	Iteration 30Q: 3 clusters Score -7999421 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 40682 members 
Entering Unmasked Estep 
Score: -7999441.000000 Penalty: 5274.394043
	Iteration 31Q: 3 clusters Score -7999441 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 40742 members 
Entering Unmasked Estep 
Score: -7999435.000000 Penalty: 5274.394043
	Iteration 32Q: 3 clusters Score -7999435 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 40784 members 
Entering Unmasked Estep 
Score: -7999448.500000 Penalty: 5274.394043
	Iteration 33Q: 3 clusters Score -7999448 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 40814 members 
Entering Unmasked Estep 
Score: -7999463.500000 Penalty: 5274.394043
	Iteration 34Q: 3 clusters Score -7999464 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 40841 members 
Entering Unmasked Estep 
Score: -7999466.000000 Penalty: 5274.394043
	Iteration 35Q: 3 clusters Score -7999466 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 657 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -7999463.000000 Penalty: 5274.394043
	Iteration 36Q: 3 clusters Score -7999463 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 40873 members 
Entering Unmasked Estep 
Score: -7999481.000000 Penalty: 5274.394043
	Iteration 37Q: 3 clusters Score -7999481 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 40882 members 
Entering Unmasked Estep 
Score: -7999477.000000 Penalty: 5274.394043
	Iteration 38Q: 3 clusters Score -7999477 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 40890 members 
Entering Unmasked Estep 
Score: -7999481.000000 Penalty: 5274.394043
	Iteration 39Q: 3 clusters Score -7999481 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -7999492.500000 Penalty: 5274.394043
	Iteration 40F: 3 clusters Score -7999492 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 40907 members 
Entering Unmasked Estep 
Score: -7999506.500000 Penalty: 5274.394043
	Iteration 41Q: 3 clusters Score -7999506 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 40914 members 
Entering Unmasked Estep 
Score: -7999519.500000 Penalty: 5274.394043
	Iteration 42Q: 3 clusters Score -7999520 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 40924 members 
Entering Unmasked Estep 
Score: -7999514.000000 Penalty: 5274.394043
	Iteration 43Q: 3 clusters Score -7999514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 40936 members 
Entering Unmasked Estep 
Score: -7999514.000000 Penalty: 5274.394043
	Iteration 44Q: 3 clusters Score -7999514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 40948 members 
Entering Unmasked Estep 
Score: -7999514.000000 Penalty: 5274.394043
	Iteration 45Q: 3 clusters Score -7999514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 40956 members 
Entering Unmasked Estep 
Score: -7999516.500000 Penalty: 5274.394043
	Iteration 46Q: 3 clusters Score -7999516 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 40959 members 
Entering Unmasked Estep 
Score: -7999525.500000 Penalty: 5274.394043
	Iteration 47Q: 3 clusters Score -7999526 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 40965 members 
Entering Unmasked Estep 
Score: -7999534.000000 Penalty: 5274.394043
	Iteration 48Q: 3 clusters Score -7999534 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 40972 members 
Entering Unmasked Estep 
Score: -7999529.500000 Penalty: 5274.394043
	Iteration 49Q: 3 clusters Score -7999530 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 40979 members 
Entering Unmasked Estep 
Score: -7999537.500000 Penalty: 5274.394043
	Iteration 50Q: 3 clusters Score -7999538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 40987 members 
Entering Unmasked Estep 
Score: -7999538.000000 Penalty: 5274.394043
	Iteration 51Q: 3 clusters Score -7999538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 40994 members 
Entering Unmasked Estep 
Score: -7999547.500000 Penalty: 5274.394043
	Iteration 52Q: 3 clusters Score -7999548 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 41000 members 
Entering Unmasked Estep 
Score: -7999554.500000 Penalty: 5274.394043
	Iteration 53Q: 3 clusters Score -7999554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 41003 members 
Entering Unmasked Estep 
Score: -7999557.000000 Penalty: 5274.394043
	Iteration 54Q: 3 clusters Score -7999557 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 511 members 
Mstep: Class 2 contains 41006 members 
Entering Unmasked Estep 
Score: -7999564.000000 Penalty: 5274.394043
	Iteration 55Q: 3 clusters Score -7999564 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 41009 members 
Entering Unmasked Estep 
Score: -7999565.000000 Penalty: 5274.394043
	Iteration 56Q: 3 clusters Score -7999565 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Mstep: Class 2 contains 41012 members 
Entering Unmasked Estep 
Score: -7999565.500000 Penalty: 5274.394043
	Iteration 57Q: 3 clusters Score -7999566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Mstep: Class 2 contains 41014 members 
Entering Unmasked Estep 
Score: -7999565.500000 Penalty: 5274.394043
	Iteration 58Q: 3 clusters Score -7999566 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 41018 members 
Entering Unmasked Estep 
Score: -7999572.000000 Penalty: 5274.394043
	Iteration 59Q: 3 clusters Score -7999572 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 497 members 
Mstep: Class 2 contains 41020 members 
Entering Unmasked Estep 
Score: -7999575.500000 Penalty: 5274.394043
	Iteration 60F: 3 clusters Score -7999576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 41021 members 
Entering Unmasked Estep 
Score: -7999576.000000 Penalty: 5274.394043
	Iteration 61Q: 3 clusters Score -7999576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 495 members 
Mstep: Class 2 contains 41022 members 
Entering Unmasked Estep 
Score: -7999574.000000 Penalty: 5274.394043
	Iteration 62Q: 3 clusters Score -7999574 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 41023 members 
Entering Unmasked Estep 
Score: -7999581.000000 Penalty: 5274.394043
	Iteration 63Q: 3 clusters Score -7999581 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -7999576.000000 Penalty: 5274.394043
	Iteration 64Q: 3 clusters Score -7999576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 41024 members 
Entering Unmasked Estep 
Score: -7999576.000000 Penalty: 5274.394043
	Iteration 65F: 3 clusters Score -7999576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45377 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45377 members 
Entering Unmasked Estep 
Score: -8490600.000000 Penalty: 2659.244629
	Iteration 0F: 2 clusters Score -8490600 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22811 members 
Mstep: Class 2 contains 22566 members 
Entering Unmasked Estep 
Score: -8460790.000000 Penalty: 5318.489258
	Iteration 0F: 3 clusters Score -8460790 nChanged 20898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24261 members 
Mstep: Class 2 contains 21116 members 
Entering Unmasked Estep 
Score: -8472259.000000 Penalty: 5318.489258
	Iteration 1F: 3 clusters Score -8472259 nChanged 1951
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25136 members 
Mstep: Class 2 contains 20241 members 
Entering Unmasked Estep 
Score: -8472921.000000 Penalty: 5318.489258
	Iteration 2Q: 3 clusters Score -8472921 nChanged 1959
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26309 members 
Mstep: Class 2 contains 19068 members 
Entering Unmasked Estep 
Score: -8473668.000000 Penalty: 5318.489258
	Iteration 3Q: 3 clusters Score -8473668 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27893 members 
Mstep: Class 2 contains 17484 members 
Entering Unmasked Estep 
Score: -8474640.000000 Penalty: 5318.489258
	Iteration 4Q: 3 clusters Score -8474640 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29960 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -8476030.000000 Penalty: 5318.489258
	Iteration 5F: 3 clusters Score -8476030 nChanged 2719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32537 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -8478049.000000 Penalty: 5318.489258
	Iteration 6F: 3 clusters Score -8478049 nChanged 2955
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35414 members 
Mstep: Class 2 contains 9963 members 
Entering Unmasked Estep 
Score: -8480579.000000 Penalty: 5318.489258
	Iteration 7F: 3 clusters Score -8480579 nChanged 2813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38151 members 
Mstep: Class 2 contains 7226 members 
Entering Unmasked Estep 
Score: -8483047.000000 Penalty: 5318.489258
	Iteration 8F: 3 clusters Score -8483047 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40394 members 
Mstep: Class 2 contains 4983 members 
Entering Unmasked Estep 
Score: -8485056.000000 Penalty: 5318.489258
	Iteration 9F: 3 clusters Score -8485056 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41982 members 
Mstep: Class 2 contains 3395 members 
Entering Unmasked Estep 
Score: -8486316.000000 Penalty: 5318.489258
	Iteration 10Q: 3 clusters Score -8486316 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42962 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -8487066.000000 Penalty: 5318.489258
	Iteration 11Q: 3 clusters Score -8487066 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43573 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -8487512.000000 Penalty: 5318.489258
	Iteration 12Q: 3 clusters Score -8487512 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43987 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -8487761.000000 Penalty: 5318.489258
	Iteration 13Q: 3 clusters Score -8487761 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44200 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -8487932.000000 Penalty: 5318.489258
	Iteration 14Q: 3 clusters Score -8487932 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44366 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -8488070.000000 Penalty: 5318.489258
	Iteration 15Q: 3 clusters Score -8488070 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44476 members 
Mstep: Class 2 contains 901 members 
Entering Unmasked Estep 
Score: -8488163.000000 Penalty: 5318.489258
	Iteration 16Q: 3 clusters Score -8488163 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44547 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -8488191.000000 Penalty: 5318.489258
	Iteration 17Q: 3 clusters Score -8488191 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44605 members 
Mstep: Class 2 contains 772 members 
Entering Unmasked Estep 
Score: -8488238.000000 Penalty: 5318.489258
	Iteration 18Q: 3 clusters Score -8488238 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44642 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8488265.000000 Penalty: 5318.489258
	Iteration 19Q: 3 clusters Score -8488265 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44675 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -8488295.000000 Penalty: 5318.489258
	Iteration 20F: 3 clusters Score -8488295 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44697 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -8488296.000000 Penalty: 5318.489258
	Iteration 21Q: 3 clusters Score -8488296 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44710 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -8488307.000000 Penalty: 5318.489258
	Iteration 22Q: 3 clusters Score -8488307 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44728 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -8488337.000000 Penalty: 5318.489258
	Iteration 23Q: 3 clusters Score -8488337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44735 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -8488350.000000 Penalty: 5318.489258
	Iteration 24Q: 3 clusters Score -8488350 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44739 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -8488354.000000 Penalty: 5318.489258
	Iteration 25Q: 3 clusters Score -8488354 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44752 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -8488365.000000 Penalty: 5318.489258
	Iteration 26Q: 3 clusters Score -8488365 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44760 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -8488367.000000 Penalty: 5318.489258
	Iteration 27Q: 3 clusters Score -8488367 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44768 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -8488371.000000 Penalty: 5318.489258
	Iteration 28Q: 3 clusters Score -8488371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44772 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -8488368.000000 Penalty: 5318.489258
	Iteration 29Q: 3 clusters Score -8488368 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44773 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -8488372.000000 Penalty: 5318.489258
	Iteration 30Q: 3 clusters Score -8488372 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44776 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -8488380.000000 Penalty: 5318.489258
	Iteration 31Q: 3 clusters Score -8488380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44780 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -8488382.000000 Penalty: 5318.489258
	Iteration 32Q: 3 clusters Score -8488382 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8488387.000000 Penalty: 5318.489258
	Iteration 33Q: 3 clusters Score -8488387 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44781 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -8488378.000000 Penalty: 5318.489258
	Iteration 34Q: 3 clusters Score -8488378 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44784 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -8488384.000000 Penalty: 5318.489258
	Iteration 35Q: 3 clusters Score -8488384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44786 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -8488387.000000 Penalty: 5318.489258
	Iteration 36Q: 3 clusters Score -8488387 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8488388.000000 Penalty: 5318.489258
	Iteration 37Q: 3 clusters Score -8488388 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44787 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -8488388.000000 Penalty: 5318.489258
	Iteration 38F: 3 clusters Score -8488388 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (55329 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55329 members 
Entering Unmasked Estep 
Score: -10419037.000000 Penalty: 2708.421143
	Iteration 0F: 2 clusters Score -1.041904e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 27708 members 
Entering Unmasked Estep 
Score: -10384278.000000 Penalty: 5416.842285
	Iteration 0F: 3 clusters Score -1.038428e+07 nChanged 25566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27523 members 
Mstep: Class 2 contains 27806 members 
Entering Unmasked Estep 
Score: -10398389.000000 Penalty: 5416.842285
	Iteration 1F: 3 clusters Score -1.039839e+07 nChanged 2266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27387 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -10399001.000000 Penalty: 5416.842285
	Iteration 2Q: 3 clusters Score -1.0399e+07 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27173 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -10399659.000000 Penalty: 5416.842285
	Iteration 3Q: 3 clusters Score -1.039966e+07 nChanged 2133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26918 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -10400331.000000 Penalty: 5416.842285
	Iteration 4Q: 3 clusters Score -1.040033e+07 nChanged 2214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26700 members 
Mstep: Class 2 contains 28629 members 
Entering Unmasked Estep 
Score: -10401180.000000 Penalty: 5416.842285
	Iteration 5Q: 3 clusters Score -1.040118e+07 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 28945 members 
Entering Unmasked Estep 
Score: -10402249.000000 Penalty: 5416.842285
	Iteration 6Q: 3 clusters Score -1.040225e+07 nChanged 2729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26101 members 
Mstep: Class 2 contains 29228 members 
Entering Unmasked Estep 
Score: -10403733.000000 Penalty: 5416.842285
	Iteration 7Q: 3 clusters Score -1.040373e+07 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25791 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -10405581.000000 Penalty: 5416.842285
	Iteration 8F: 3 clusters Score -1.040558e+07 nChanged 3222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25561 members 
Mstep: Class 2 contains 29768 members 
Entering Unmasked Estep 
Score: -10407689.000000 Penalty: 5416.842285
	Iteration 9F: 3 clusters Score -1.040769e+07 nChanged 3313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 29987 members 
Entering Unmasked Estep 
Score: -10409898.000000 Penalty: 5416.842285
	Iteration 10F: 3 clusters Score -1.04099e+07 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25265 members 
Mstep: Class 2 contains 30064 members 
Entering Unmasked Estep 
Score: -10411543.000000 Penalty: 5416.842285
	Iteration 11F: 3 clusters Score -1.041154e+07 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25218 members 
Mstep: Class 2 contains 30111 members 
Entering Unmasked Estep 
Score: -10412542.000000 Penalty: 5416.842285
	Iteration 12Q: 3 clusters Score -1.041254e+07 nChanged 1593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25171 members 
Mstep: Class 2 contains 30158 members 
Entering Unmasked Estep 
Score: -10412976.000000 Penalty: 5416.842285
	Iteration 13Q: 3 clusters Score -1.041298e+07 nChanged 1037
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25102 members 
Mstep: Class 2 contains 30227 members 
Entering Unmasked Estep 
Score: -10413221.000000 Penalty: 5416.842285
	Iteration 14Q: 3 clusters Score -1.041322e+07 nChanged 816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25014 members 
Mstep: Class 2 contains 30315 members 
Entering Unmasked Estep 
Score: -10413433.000000 Penalty: 5416.842285
	Iteration 15Q: 3 clusters Score -1.041343e+07 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24891 members 
Mstep: Class 2 contains 30438 members 
Entering Unmasked Estep 
Score: -10413628.000000 Penalty: 5416.842285
	Iteration 16Q: 3 clusters Score -1.041363e+07 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24780 members 
Mstep: Class 2 contains 30549 members 
Entering Unmasked Estep 
Score: -10413743.000000 Penalty: 5416.842285
	Iteration 17Q: 3 clusters Score -1.041374e+07 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24658 members 
Mstep: Class 2 contains 30671 members 
Entering Unmasked Estep 
Score: -10413823.000000 Penalty: 5416.842285
	Iteration 18Q: 3 clusters Score -1.041382e+07 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24521 members 
Mstep: Class 2 contains 30808 members 
Entering Unmasked Estep 
Score: -10413915.000000 Penalty: 5416.842285
	Iteration 19Q: 3 clusters Score -1.041392e+07 nChanged 555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Mstep: Class 2 contains 30979 members 
Entering Unmasked Estep 
Score: -10414025.000000 Penalty: 5416.842285
	Iteration 20F: 3 clusters Score -1.041402e+07 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24192 members 
Mstep: Class 2 contains 31137 members 
Entering Unmasked Estep 
Score: -10414107.000000 Penalty: 5416.842285
	Iteration 21Q: 3 clusters Score -1.041411e+07 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24028 members 
Mstep: Class 2 contains 31301 members 
Entering Unmasked Estep 
Score: -10414167.000000 Penalty: 5416.842285
	Iteration 22Q: 3 clusters Score -1.041417e+07 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23856 members 
Mstep: Class 2 contains 31473 members 
Entering Unmasked Estep 
Score: -10414199.000000 Penalty: 5416.842285
	Iteration 23Q: 3 clusters Score -1.04142e+07 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23661 members 
Mstep: Class 2 contains 31668 members 
Entering Unmasked Estep 
Score: -10414241.000000 Penalty: 5416.842285
	Iteration 24Q: 3 clusters Score -1.041424e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23474 members 
Mstep: Class 2 contains 31855 members 
Entering Unmasked Estep 
Score: -10414255.000000 Penalty: 5416.842285
	Iteration 25Q: 3 clusters Score -1.041426e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 32057 members 
Entering Unmasked Estep 
Score: -10414250.000000 Penalty: 5416.842285
	Iteration 26Q: 3 clusters Score -1.041425e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23091 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -10414279.000000 Penalty: 5416.842285
	Iteration 27Q: 3 clusters Score -1.041428e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22912 members 
Mstep: Class 2 contains 32417 members 
Entering Unmasked Estep 
Score: -10414303.000000 Penalty: 5416.842285
	Iteration 28Q: 3 clusters Score -1.04143e+07 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22745 members 
Mstep: Class 2 contains 32584 members 
Entering Unmasked Estep 
Score: -10414330.000000 Penalty: 5416.842285
	Iteration 29Q: 3 clusters Score -1.041433e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22555 members 
Mstep: Class 2 contains 32774 members 
Entering Unmasked Estep 
Score: -10414318.000000 Penalty: 5416.842285
	Iteration 30Q: 3 clusters Score -1.041432e+07 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22348 members 
Mstep: Class 2 contains 32981 members 
Entering Unmasked Estep 
Score: -10414283.000000 Penalty: 5416.842285
	Iteration 31Q: 3 clusters Score -1.041428e+07 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22130 members 
Mstep: Class 2 contains 33199 members 
Entering Unmasked Estep 
Score: -10414325.000000 Penalty: 5416.842285
	Iteration 32Q: 3 clusters Score -1.041432e+07 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21931 members 
Mstep: Class 2 contains 33398 members 
Entering Unmasked Estep 
Score: -10414365.000000 Penalty: 5416.842285
	Iteration 33Q: 3 clusters Score -1.041436e+07 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21709 members 
Mstep: Class 2 contains 33620 members 
Entering Unmasked Estep 
Score: -10414387.000000 Penalty: 5416.842285
	Iteration 34Q: 3 clusters Score -1.041439e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21513 members 
Mstep: Class 2 contains 33816 members 
Entering Unmasked Estep 
Score: -10414377.000000 Penalty: 5416.842285
	Iteration 35Q: 3 clusters Score -1.041438e+07 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21317 members 
Mstep: Class 2 contains 34012 members 
Entering Unmasked Estep 
Score: -10414381.000000 Penalty: 5416.842285
	Iteration 36Q: 3 clusters Score -1.041438e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 34206 members 
Entering Unmasked Estep 
Score: -10414381.000000 Penalty: 5416.842285
	Iteration 37Q: 3 clusters Score -1.041438e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20961 members 
Mstep: Class 2 contains 34368 members 
Entering Unmasked Estep 
Score: -10414375.000000 Penalty: 5416.842285
	Iteration 38Q: 3 clusters Score -1.041438e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20794 members 
Mstep: Class 2 contains 34535 members 
Entering Unmasked Estep 
Score: -10414410.000000 Penalty: 5416.842285
	Iteration 39Q: 3 clusters Score -1.041441e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20628 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -10414376.000000 Penalty: 5416.842285
	Iteration 40F: 3 clusters Score -1.041438e+07 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20453 members 
Mstep: Class 2 contains 34876 members 
Entering Unmasked Estep 
Score: -10414346.000000 Penalty: 5416.842285
	Iteration 41Q: 3 clusters Score -1.041435e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20263 members 
Mstep: Class 2 contains 35066 members 
Entering Unmasked Estep 
Score: -10414345.000000 Penalty: 5416.842285
	Iteration 42Q: 3 clusters Score -1.041434e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20071 members 
Mstep: Class 2 contains 35258 members 
Entering Unmasked Estep 
Score: -10414336.000000 Penalty: 5416.842285
	Iteration 43Q: 3 clusters Score -1.041434e+07 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19905 members 
Mstep: Class 2 contains 35424 members 
Entering Unmasked Estep 
Score: -10414335.000000 Penalty: 5416.842285
	Iteration 44Q: 3 clusters Score -1.041434e+07 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 35602 members 
Entering Unmasked Estep 
Score: -10414340.000000 Penalty: 5416.842285
	Iteration 45Q: 3 clusters Score -1.041434e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 35779 members 
Entering Unmasked Estep 
Score: -10414346.000000 Penalty: 5416.842285
	Iteration 46Q: 3 clusters Score -1.041435e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19352 members 
Mstep: Class 2 contains 35977 members 
Entering Unmasked Estep 
Score: -10414354.000000 Penalty: 5416.842285
	Iteration 47Q: 3 clusters Score -1.041435e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19164 members 
Mstep: Class 2 contains 36165 members 
Entering Unmasked Estep 
Score: -10414319.000000 Penalty: 5416.842285
	Iteration 48Q: 3 clusters Score -1.041432e+07 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18954 members 
Mstep: Class 2 contains 36375 members 
Entering Unmasked Estep 
Score: -10414346.000000 Penalty: 5416.842285
	Iteration 49Q: 3 clusters Score -1.041435e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18733 members 
Mstep: Class 2 contains 36596 members 
Entering Unmasked Estep 
Score: -10414352.000000 Penalty: 5416.842285
	Iteration 50Q: 3 clusters Score -1.041435e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18520 members 
Mstep: Class 2 contains 36809 members 
Entering Unmasked Estep 
Score: -10414339.000000 Penalty: 5416.842285
	Iteration 51Q: 3 clusters Score -1.041434e+07 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 37045 members 
Entering Unmasked Estep 
Score: -10414324.000000 Penalty: 5416.842285
	Iteration 52Q: 3 clusters Score -1.041432e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18045 members 
Mstep: Class 2 contains 37284 members 
Entering Unmasked Estep 
Score: -10414328.000000 Penalty: 5416.842285
	Iteration 53Q: 3 clusters Score -1.041433e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 37510 members 
Entering Unmasked Estep 
Score: -10414347.000000 Penalty: 5416.842285
	Iteration 54Q: 3 clusters Score -1.041435e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17584 members 
Mstep: Class 2 contains 37745 members 
Entering Unmasked Estep 
Score: -10414313.000000 Penalty: 5416.842285
	Iteration 55Q: 3 clusters Score -1.041431e+07 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17318 members 
Mstep: Class 2 contains 38011 members 
Entering Unmasked Estep 
Score: -10414322.000000 Penalty: 5416.842285
	Iteration 56Q: 3 clusters Score -1.041432e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17065 members 
Mstep: Class 2 contains 38264 members 
Entering Unmasked Estep 
Score: -10414305.000000 Penalty: 5416.842285
	Iteration 57Q: 3 clusters Score -1.04143e+07 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 38533 members 
Entering Unmasked Estep 
Score: -10414308.000000 Penalty: 5416.842285
	Iteration 58Q: 3 clusters Score -1.041431e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16499 members 
Mstep: Class 2 contains 38830 members 
Entering Unmasked Estep 
Score: -10414347.000000 Penalty: 5416.842285
	Iteration 59Q: 3 clusters Score -1.041435e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16236 members 
Mstep: Class 2 contains 39093 members 
Entering Unmasked Estep 
Score: -10414412.000000 Penalty: 5416.842285
	Iteration 60F: 3 clusters Score -1.041441e+07 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 39306 members 
Entering Unmasked Estep 
Score: -10414409.000000 Penalty: 5416.842285
	Iteration 61Q: 3 clusters Score -1.041441e+07 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 39538 members 
Entering Unmasked Estep 
Score: -10414456.000000 Penalty: 5416.842285
	Iteration 62Q: 3 clusters Score -1.041446e+07 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15590 members 
Mstep: Class 2 contains 39739 members 
Entering Unmasked Estep 
Score: -10414494.000000 Penalty: 5416.842285
	Iteration 63Q: 3 clusters Score -1.041449e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15384 members 
Mstep: Class 2 contains 39945 members 
Entering Unmasked Estep 
Score: -10414527.000000 Penalty: 5416.842285
	Iteration 64Q: 3 clusters Score -1.041453e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15187 members 
Mstep: Class 2 contains 40142 members 
Entering Unmasked Estep 
Score: -10414530.000000 Penalty: 5416.842285
	Iteration 65Q: 3 clusters Score -1.041453e+07 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15014 members 
Mstep: Class 2 contains 40315 members 
Entering Unmasked Estep 
Score: -10414547.000000 Penalty: 5416.842285
	Iteration 66Q: 3 clusters Score -1.041455e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14825 members 
Mstep: Class 2 contains 40504 members 
Entering Unmasked Estep 
Score: -10414529.000000 Penalty: 5416.842285
	Iteration 67Q: 3 clusters Score -1.041453e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 40701 members 
Entering Unmasked Estep 
Score: -10414543.000000 Penalty: 5416.842285
	Iteration 68Q: 3 clusters Score -1.041454e+07 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14432 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -10414571.000000 Penalty: 5416.842285
	Iteration 69Q: 3 clusters Score -1.041457e+07 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 41076 members 
Entering Unmasked Estep 
Score: -10414624.000000 Penalty: 5416.842285
	Iteration 70Q: 3 clusters Score -1.041462e+07 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14087 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -10414645.000000 Penalty: 5416.842285
	Iteration 71Q: 3 clusters Score -1.041464e+07 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13910 members 
Mstep: Class 2 contains 41419 members 
Entering Unmasked Estep 
Score: -10414679.000000 Penalty: 5416.842285
	Iteration 72Q: 3 clusters Score -1.041468e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 41604 members 
Entering Unmasked Estep 
Score: -10414676.000000 Penalty: 5416.842285
	Iteration 73Q: 3 clusters Score -1.041468e+07 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13509 members 
Mstep: Class 2 contains 41820 members 
Entering Unmasked Estep 
Score: -10414666.000000 Penalty: 5416.842285
	Iteration 74Q: 3 clusters Score -1.041467e+07 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13314 members 
Mstep: Class 2 contains 42015 members 
Entering Unmasked Estep 
Score: -10414685.000000 Penalty: 5416.842285
	Iteration 75Q: 3 clusters Score -1.041468e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13136 members 
Mstep: Class 2 contains 42193 members 
Entering Unmasked Estep 
Score: -10414704.000000 Penalty: 5416.842285
	Iteration 76Q: 3 clusters Score -1.04147e+07 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12978 members 
Mstep: Class 2 contains 42351 members 
Entering Unmasked Estep 
Score: -10414710.000000 Penalty: 5416.842285
	Iteration 77Q: 3 clusters Score -1.041471e+07 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12826 members 
Mstep: Class 2 contains 42503 members 
Entering Unmasked Estep 
Score: -10414731.000000 Penalty: 5416.842285
	Iteration 78Q: 3 clusters Score -1.041473e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12670 members 
Mstep: Class 2 contains 42659 members 
Entering Unmasked Estep 
Score: -10414736.000000 Penalty: 5416.842285
	Iteration 79Q: 3 clusters Score -1.041474e+07 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12507 members 
Mstep: Class 2 contains 42822 members 
Entering Unmasked Estep 
Score: -10414768.000000 Penalty: 5416.842285
	Iteration 80F: 3 clusters Score -1.041477e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 42991 members 
Entering Unmasked Estep 
Score: -10414765.000000 Penalty: 5416.842285
	Iteration 81Q: 3 clusters Score -1.041476e+07 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12140 members 
Mstep: Class 2 contains 43189 members 
Entering Unmasked Estep 
Score: -10414778.000000 Penalty: 5416.842285
	Iteration 82Q: 3 clusters Score -1.041478e+07 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11958 members 
Mstep: Class 2 contains 43371 members 
Entering Unmasked Estep 
Score: -10414803.000000 Penalty: 5416.842285
	Iteration 83Q: 3 clusters Score -1.04148e+07 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11769 members 
Mstep: Class 2 contains 43560 members 
Entering Unmasked Estep 
Score: -10414825.000000 Penalty: 5416.842285
	Iteration 84Q: 3 clusters Score -1.041482e+07 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11554 members 
Mstep: Class 2 contains 43775 members 
Entering Unmasked Estep 
Score: -10414841.000000 Penalty: 5416.842285
	Iteration 85Q: 3 clusters Score -1.041484e+07 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11348 members 
Mstep: Class 2 contains 43981 members 
Entering Unmasked Estep 
Score: -10414873.000000 Penalty: 5416.842285
	Iteration 86Q: 3 clusters Score -1.041487e+07 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 44210 members 
Entering Unmasked Estep 
Score: -10414909.000000 Penalty: 5416.842285
	Iteration 87Q: 3 clusters Score -1.041491e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 44417 members 
Entering Unmasked Estep 
Score: -10414934.000000 Penalty: 5416.842285
	Iteration 88Q: 3 clusters Score -1.041493e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 44640 members 
Entering Unmasked Estep 
Score: -10414983.000000 Penalty: 5416.842285
	Iteration 89Q: 3 clusters Score -1.041498e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10480 members 
Mstep: Class 2 contains 44849 members 
Entering Unmasked Estep 
Score: -10415018.000000 Penalty: 5416.842285
	Iteration 90Q: 3 clusters Score -1.041502e+07 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10295 members 
Mstep: Class 2 contains 45034 members 
Entering Unmasked Estep 
Score: -10415040.000000 Penalty: 5416.842285
	Iteration 91Q: 3 clusters Score -1.041504e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10107 members 
Mstep: Class 2 contains 45222 members 
Entering Unmasked Estep 
Score: -10415068.000000 Penalty: 5416.842285
	Iteration 92Q: 3 clusters Score -1.041507e+07 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9897 members 
Mstep: Class 2 contains 45432 members 
Entering Unmasked Estep 
Score: -10415069.000000 Penalty: 5416.842285
	Iteration 93Q: 3 clusters Score -1.041507e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9692 members 
Mstep: Class 2 contains 45637 members 
Entering Unmasked Estep 
Score: -10415084.000000 Penalty: 5416.842285
	Iteration 94Q: 3 clusters Score -1.041508e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9469 members 
Mstep: Class 2 contains 45860 members 
Entering Unmasked Estep 
Score: -10415094.000000 Penalty: 5416.842285
	Iteration 95Q: 3 clusters Score -1.041509e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9226 members 
Mstep: Class 2 contains 46103 members 
Entering Unmasked Estep 
Score: -10415130.000000 Penalty: 5416.842285
	Iteration 96Q: 3 clusters Score -1.041513e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8991 members 
Mstep: Class 2 contains 46338 members 
Entering Unmasked Estep 
Score: -10415171.000000 Penalty: 5416.842285
	Iteration 97Q: 3 clusters Score -1.041517e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8744 members 
Mstep: Class 2 contains 46585 members 
Entering Unmasked Estep 
Score: -10415203.000000 Penalty: 5416.842285
	Iteration 98Q: 3 clusters Score -1.04152e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8506 members 
Mstep: Class 2 contains 46823 members 
Entering Unmasked Estep 
Score: -10415238.000000 Penalty: 5416.842285
	Iteration 99Q: 3 clusters Score -1.041524e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8253 members 
Mstep: Class 2 contains 47076 members 
Entering Unmasked Estep 
Score: -10415289.000000 Penalty: 5416.842285
	Iteration 100F: 3 clusters Score -1.041529e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 47323 members 
Entering Unmasked Estep 
Score: -10415324.000000 Penalty: 5416.842285
	Iteration 101Q: 3 clusters Score -1.041532e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7766 members 
Mstep: Class 2 contains 47563 members 
Entering Unmasked Estep 
Score: -10415378.000000 Penalty: 5416.842285
	Iteration 102Q: 3 clusters Score -1.041538e+07 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 47772 members 
Entering Unmasked Estep 
Score: -10415423.000000 Penalty: 5416.842285
	Iteration 103Q: 3 clusters Score -1.041542e+07 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7359 members 
Mstep: Class 2 contains 47970 members 
Entering Unmasked Estep 
Score: -10415456.000000 Penalty: 5416.842285
	Iteration 104Q: 3 clusters Score -1.041546e+07 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7144 members 
Mstep: Class 2 contains 48185 members 
Entering Unmasked Estep 
Score: -10415523.000000 Penalty: 5416.842285
	Iteration 105Q: 3 clusters Score -1.041552e+07 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6912 members 
Mstep: Class 2 contains 48417 members 
Entering Unmasked Estep 
Score: -10415608.000000 Penalty: 5416.842285
	Iteration 106Q: 3 clusters Score -1.041561e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6692 members 
Mstep: Class 2 contains 48637 members 
Entering Unmasked Estep 
Score: -10415665.000000 Penalty: 5416.842285
	Iteration 107Q: 3 clusters Score -1.041566e+07 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6477 members 
Mstep: Class 2 contains 48852 members 
Entering Unmasked Estep 
Score: -10415692.000000 Penalty: 5416.842285
	Iteration 108Q: 3 clusters Score -1.041569e+07 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -10415760.000000 Penalty: 5416.842285
	Iteration 109Q: 3 clusters Score -1.041576e+07 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6082 members 
Mstep: Class 2 contains 49247 members 
Entering Unmasked Estep 
Score: -10415821.000000 Penalty: 5416.842285
	Iteration 110Q: 3 clusters Score -1.041582e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5895 members 
Mstep: Class 2 contains 49434 members 
Entering Unmasked Estep 
Score: -10415875.000000 Penalty: 5416.842285
	Iteration 111Q: 3 clusters Score -1.041588e+07 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5706 members 
Mstep: Class 2 contains 49623 members 
Entering Unmasked Estep 
Score: -10415910.000000 Penalty: 5416.842285
	Iteration 112Q: 3 clusters Score -1.041591e+07 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5519 members 
Mstep: Class 2 contains 49810 members 
Entering Unmasked Estep 
Score: -10415941.000000 Penalty: 5416.842285
	Iteration 113Q: 3 clusters Score -1.041594e+07 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5346 members 
Mstep: Class 2 contains 49983 members 
Entering Unmasked Estep 
Score: -10415986.000000 Penalty: 5416.842285
	Iteration 114Q: 3 clusters Score -1.041599e+07 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5199 members 
Mstep: Class 2 contains 50130 members 
Entering Unmasked Estep 
Score: -10416027.000000 Penalty: 5416.842285
	Iteration 115Q: 3 clusters Score -1.041603e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5069 members 
Mstep: Class 2 contains 50260 members 
Entering Unmasked Estep 
Score: -10416052.000000 Penalty: 5416.842285
	Iteration 116Q: 3 clusters Score -1.041605e+07 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4951 members 
Mstep: Class 2 contains 50378 members 
Entering Unmasked Estep 
Score: -10416070.000000 Penalty: 5416.842285
	Iteration 117Q: 3 clusters Score -1.041607e+07 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4822 members 
Mstep: Class 2 contains 50507 members 
Entering Unmasked Estep 
Score: -10416089.000000 Penalty: 5416.842285
	Iteration 118Q: 3 clusters Score -1.041609e+07 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4701 members 
Mstep: Class 2 contains 50628 members 
Entering Unmasked Estep 
Score: -10416097.000000 Penalty: 5416.842285
	Iteration 119Q: 3 clusters Score -1.04161e+07 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4581 members 
Mstep: Class 2 contains 50748 members 
Entering Unmasked Estep 
Score: -10416103.000000 Penalty: 5416.842285
	Iteration 120F: 3 clusters Score -1.04161e+07 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4444 members 
Mstep: Class 2 contains 50885 members 
Entering Unmasked Estep 
Score: -10416134.000000 Penalty: 5416.842285
	Iteration 121Q: 3 clusters Score -1.041613e+07 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4332 members 
Mstep: Class 2 contains 50997 members 
Entering Unmasked Estep 
Score: -10416150.000000 Penalty: 5416.842285
	Iteration 122Q: 3 clusters Score -1.041615e+07 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4229 members 
Mstep: Class 2 contains 51100 members 
Entering Unmasked Estep 
Score: -10416161.000000 Penalty: 5416.842285
	Iteration 123Q: 3 clusters Score -1.041616e+07 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4128 members 
Mstep: Class 2 contains 51201 members 
Entering Unmasked Estep 
Score: -10416213.000000 Penalty: 5416.842285
	Iteration 124Q: 3 clusters Score -1.041621e+07 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 51273 members 
Entering Unmasked Estep 
Score: -10416242.000000 Penalty: 5416.842285
	Iteration 125Q: 3 clusters Score -1.041624e+07 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 51351 members 
Entering Unmasked Estep 
Score: -10416279.000000 Penalty: 5416.842285
	Iteration 126Q: 3 clusters Score -1.041628e+07 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3909 members 
Mstep: Class 2 contains 51420 members 
Entering Unmasked Estep 
Score: -10416315.000000 Penalty: 5416.842285
	Iteration 127Q: 3 clusters Score -1.041632e+07 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 51507 members 
Entering Unmasked Estep 
Score: -10416329.000000 Penalty: 5416.842285
	Iteration 128Q: 3 clusters Score -1.041633e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 51583 members 
Entering Unmasked Estep 
Score: -10416367.000000 Penalty: 5416.842285
	Iteration 129Q: 3 clusters Score -1.041637e+07 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3663 members 
Mstep: Class 2 contains 51666 members 
Entering Unmasked Estep 
Score: -10416381.000000 Penalty: 5416.842285
	Iteration 130Q: 3 clusters Score -1.041638e+07 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3571 members 
Mstep: Class 2 contains 51758 members 
Entering Unmasked Estep 
Score: -10416416.000000 Penalty: 5416.842285
	Iteration 131Q: 3 clusters Score -1.041642e+07 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3496 members 
Mstep: Class 2 contains 51833 members 
Entering Unmasked Estep 
Score: -10416450.000000 Penalty: 5416.842285
	Iteration 132Q: 3 clusters Score -1.041645e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3425 members 
Mstep: Class 2 contains 51904 members 
Entering Unmasked Estep 
Score: -10416441.000000 Penalty: 5416.842285
	Iteration 133Q: 3 clusters Score -1.041644e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 51974 members 
Entering Unmasked Estep 
Score: -10416444.000000 Penalty: 5416.842285
	Iteration 134Q: 3 clusters Score -1.041644e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 52022 members 
Entering Unmasked Estep 
Score: -10416463.000000 Penalty: 5416.842285
	Iteration 135Q: 3 clusters Score -1.041646e+07 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3247 members 
Mstep: Class 2 contains 52082 members 
Entering Unmasked Estep 
Score: -10416488.000000 Penalty: 5416.842285
	Iteration 136Q: 3 clusters Score -1.041649e+07 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3171 members 
Mstep: Class 2 contains 52158 members 
Entering Unmasked Estep 
Score: -10416508.000000 Penalty: 5416.842285
	Iteration 137Q: 3 clusters Score -1.041651e+07 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 52229 members 
Entering Unmasked Estep 
Score: -10416532.000000 Penalty: 5416.842285
	Iteration 138Q: 3 clusters Score -1.041653e+07 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 52305 members 
Entering Unmasked Estep 
Score: -10416564.000000 Penalty: 5416.842285
	Iteration 139Q: 3 clusters Score -1.041656e+07 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 52377 members 
Entering Unmasked Estep 
Score: -10416567.000000 Penalty: 5416.842285
	Iteration 140F: 3 clusters Score -1.041657e+07 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2890 members 
Mstep: Class 2 contains 52439 members 
Entering Unmasked Estep 
Score: -10416599.000000 Penalty: 5416.842285
	Iteration 141Q: 3 clusters Score -1.04166e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2834 members 
Mstep: Class 2 contains 52495 members 
Entering Unmasked Estep 
Score: -10416612.000000 Penalty: 5416.842285
	Iteration 142Q: 3 clusters Score -1.041661e+07 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 52541 members 
Entering Unmasked Estep 
Score: -10416623.000000 Penalty: 5416.842285
	Iteration 143Q: 3 clusters Score -1.041662e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 52577 members 
Entering Unmasked Estep 
Score: -10416638.000000 Penalty: 5416.842285
	Iteration 144Q: 3 clusters Score -1.041664e+07 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2711 members 
Mstep: Class 2 contains 52618 members 
Entering Unmasked Estep 
Score: -10416646.000000 Penalty: 5416.842285
	Iteration 145Q: 3 clusters Score -1.041665e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 52644 members 
Entering Unmasked Estep 
Score: -10416652.000000 Penalty: 5416.842285
	Iteration 146Q: 3 clusters Score -1.041665e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2654 members 
Mstep: Class 2 contains 52675 members 
Entering Unmasked Estep 
Score: -10416659.000000 Penalty: 5416.842285
	Iteration 147Q: 3 clusters Score -1.041666e+07 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2618 members 
Mstep: Class 2 contains 52711 members 
Entering Unmasked Estep 
Score: -10416672.000000 Penalty: 5416.842285
	Iteration 148Q: 3 clusters Score -1.041667e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 52738 members 
Entering Unmasked Estep 
Score: -10416668.000000 Penalty: 5416.842285
	Iteration 149Q: 3 clusters Score -1.041667e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2571 members 
Mstep: Class 2 contains 52758 members 
Entering Unmasked Estep 
Score: -10416679.000000 Penalty: 5416.842285
	Iteration 150Q: 3 clusters Score -1.041668e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2551 members 
Mstep: Class 2 contains 52778 members 
Entering Unmasked Estep 
Score: -10416681.000000 Penalty: 5416.842285
	Iteration 151Q: 3 clusters Score -1.041668e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 52798 members 
Entering Unmasked Estep 
Score: -10416695.000000 Penalty: 5416.842285
	Iteration 152Q: 3 clusters Score -1.04167e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 52823 members 
Entering Unmasked Estep 
Score: -10416711.000000 Penalty: 5416.842285
	Iteration 153Q: 3 clusters Score -1.041671e+07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 52852 members 
Entering Unmasked Estep 
Score: -10416727.000000 Penalty: 5416.842285
	Iteration 154Q: 3 clusters Score -1.041673e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2445 members 
Mstep: Class 2 contains 52884 members 
Entering Unmasked Estep 
Score: -10416735.000000 Penalty: 5416.842285
	Iteration 155Q: 3 clusters Score -1.041674e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2415 members 
Mstep: Class 2 contains 52914 members 
Entering Unmasked Estep 
Score: -10416744.000000 Penalty: 5416.842285
	Iteration 156Q: 3 clusters Score -1.041674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 52940 members 
Entering Unmasked Estep 
Score: -10416733.000000 Penalty: 5416.842285
	Iteration 157Q: 3 clusters Score -1.041673e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2367 members 
Mstep: Class 2 contains 52962 members 
Entering Unmasked Estep 
Score: -10416735.000000 Penalty: 5416.842285
	Iteration 158Q: 3 clusters Score -1.041674e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2339 members 
Mstep: Class 2 contains 52990 members 
Entering Unmasked Estep 
Score: -10416742.000000 Penalty: 5416.842285
	Iteration 159Q: 3 clusters Score -1.041674e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2320 members 
Mstep: Class 2 contains 53009 members 
Entering Unmasked Estep 
Score: -10416749.000000 Penalty: 5416.842285
	Iteration 160F: 3 clusters Score -1.041675e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2306 members 
Mstep: Class 2 contains 53023 members 
Entering Unmasked Estep 
Score: -10416757.000000 Penalty: 5416.842285
	Iteration 161Q: 3 clusters Score -1.041676e+07 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 53035 members 
Entering Unmasked Estep 
Score: -10416770.000000 Penalty: 5416.842285
	Iteration 162Q: 3 clusters Score -1.041677e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 53053 members 
Entering Unmasked Estep 
Score: -10416785.000000 Penalty: 5416.842285
	Iteration 163Q: 3 clusters Score -1.041678e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2257 members 
Mstep: Class 2 contains 53072 members 
Entering Unmasked Estep 
Score: -10416786.000000 Penalty: 5416.842285
	Iteration 164Q: 3 clusters Score -1.041679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2245 members 
Mstep: Class 2 contains 53084 members 
Entering Unmasked Estep 
Score: -10416789.000000 Penalty: 5416.842285
	Iteration 165Q: 3 clusters Score -1.041679e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2229 members 
Mstep: Class 2 contains 53100 members 
Entering Unmasked Estep 
Score: -10416777.000000 Penalty: 5416.842285
	Iteration 166Q: 3 clusters Score -1.041678e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 53109 members 
Entering Unmasked Estep 
Score: -10416780.000000 Penalty: 5416.842285
	Iteration 167Q: 3 clusters Score -1.041678e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2215 members 
Mstep: Class 2 contains 53114 members 
Entering Unmasked Estep 
Score: -10416781.000000 Penalty: 5416.842285
	Iteration 168Q: 3 clusters Score -1.041678e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2208 members 
Mstep: Class 2 contains 53121 members 
Entering Unmasked Estep 
Score: -10416777.000000 Penalty: 5416.842285
	Iteration 169Q: 3 clusters Score -1.041678e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 53127 members 
Entering Unmasked Estep 
Score: -10416786.000000 Penalty: 5416.842285
	Iteration 170Q: 3 clusters Score -1.041679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2197 members 
Mstep: Class 2 contains 53132 members 
Entering Unmasked Estep 
Score: -10416789.000000 Penalty: 5416.842285
	Iteration 171Q: 3 clusters Score -1.041679e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2194 members 
Mstep: Class 2 contains 53135 members 
Entering Unmasked Estep 
Score: -10416790.000000 Penalty: 5416.842285
	Iteration 172Q: 3 clusters Score -1.041679e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -10416802.000000 Penalty: 5416.842285
	Iteration 173Q: 3 clusters Score -1.04168e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2192 members 
Mstep: Class 2 contains 53137 members 
Entering Unmasked Estep 
Score: -10416802.000000 Penalty: 5416.842285
	Iteration 174F: 3 clusters Score -1.04168e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17264 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Entering Unmasked Estep 
Score: -3257278.250000 Penalty: 2419.582031
	Iteration 0F: 2 clusters Score -3257278 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8711 members 
Mstep: Class 2 contains 8553 members 
Entering Unmasked Estep 
Score: -3244938.500000 Penalty: 4839.164062
	Iteration 0F: 3 clusters Score -3244938 nChanged 7633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8950 members 
Mstep: Class 2 contains 8314 members 
Entering Unmasked Estep 
Score: -3248951.750000 Penalty: 4839.164062
	Iteration 1F: 3 clusters Score -3248952 nChanged 907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9141 members 
Mstep: Class 2 contains 8123 members 
Entering Unmasked Estep 
Score: -3249310.000000 Penalty: 4839.164062
	Iteration 2F: 3 clusters Score -3249310 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 7891 members 
Entering Unmasked Estep 
Score: -3249590.250000 Penalty: 4839.164062
	Iteration 3Q: 3 clusters Score -3249590 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9653 members 
Mstep: Class 2 contains 7611 members 
Entering Unmasked Estep 
Score: -3249818.500000 Penalty: 4839.164062
	Iteration 4Q: 3 clusters Score -3249818 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 7251 members 
Entering Unmasked Estep 
Score: -3250067.000000 Penalty: 4839.164062
	Iteration 5Q: 3 clusters Score -3250067 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10469 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -3250356.750000 Penalty: 4839.164062
	Iteration 6Q: 3 clusters Score -3250357 nChanged 662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 6255 members 
Entering Unmasked Estep 
Score: -3250696.250000 Penalty: 4839.164062
	Iteration 7Q: 3 clusters Score -3250696 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11681 members 
Mstep: Class 2 contains 5583 members 
Entering Unmasked Estep 
Score: -3251112.250000 Penalty: 4839.164062
	Iteration 8Q: 3 clusters Score -3251112 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12477 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -3251647.500000 Penalty: 4839.164062
	Iteration 9Q: 3 clusters Score -3251648 nChanged 935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13386 members 
Mstep: Class 2 contains 3878 members 
Entering Unmasked Estep 
Score: -3252307.500000 Penalty: 4839.164062
	Iteration 10F: 3 clusters Score -3252308 nChanged 926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -3252998.250000 Penalty: 4839.164062
	Iteration 11F: 3 clusters Score -3252998 nChanged 828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15102 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -3253645.500000 Penalty: 4839.164062
	Iteration 12Q: 3 clusters Score -3253646 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15748 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -3254178.500000 Penalty: 4839.164062
	Iteration 13Q: 3 clusters Score -3254178 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16202 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -3254547.750000 Penalty: 4839.164062
	Iteration 14Q: 3 clusters Score -3254548 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -3254782.750000 Penalty: 4839.164062
	Iteration 15Q: 3 clusters Score -3254783 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16634 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -3254925.750000 Penalty: 4839.164062
	Iteration 16Q: 3 clusters Score -3254926 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16745 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -3255033.250000 Penalty: 4839.164062
	Iteration 17Q: 3 clusters Score -3255033 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16807 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -3255096.750000 Penalty: 4839.164062
	Iteration 18Q: 3 clusters Score -3255097 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16847 members 
Mstep: Class 2 contains 417 members 
Entering Unmasked Estep 
Score: -3255146.500000 Penalty: 4839.164062
	Iteration 19Q: 3 clusters Score -3255146 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16884 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -3255179.250000 Penalty: 4839.164062
	Iteration 20F: 3 clusters Score -3255179 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16902 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -3255195.750000 Penalty: 4839.164062
	Iteration 21Q: 3 clusters Score -3255196 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16910 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -3255206.000000 Penalty: 4839.164062
	Iteration 22Q: 3 clusters Score -3255206 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16918 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3255214.250000 Penalty: 4839.164062
	Iteration 23Q: 3 clusters Score -3255214 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16921 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -3255217.500000 Penalty: 4839.164062
	Iteration 24Q: 3 clusters Score -3255218 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16925 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -3255218.750000 Penalty: 4839.164062
	Iteration 25Q: 3 clusters Score -3255219 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3255217.000000 Penalty: 4839.164062
	Iteration 26Q: 3 clusters Score -3255217 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16927 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -3255217.000000 Penalty: 4839.164062
	Iteration 27F: 3 clusters Score -3255217 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (25975 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25975 members 
Entering Unmasked Estep 
Score: -4959697.000000 Penalty: 2520.892822
	Iteration 0F: 2 clusters Score -4959697 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12947 members 
Mstep: Class 2 contains 13028 members 
Entering Unmasked Estep 
Score: -4942054.000000 Penalty: 5041.785645
	Iteration 0F: 3 clusters Score -4942054 nChanged 11510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12889 members 
Mstep: Class 2 contains 13086 members 
Entering Unmasked Estep 
Score: -4948215.000000 Penalty: 5041.785645
	Iteration 1F: 3 clusters Score -4948215 nChanged 1226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12879 members 
Mstep: Class 2 contains 13096 members 
Entering Unmasked Estep 
Score: -4948594.500000 Penalty: 5041.785645
	Iteration 2Q: 3 clusters Score -4948594 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12859 members 
Mstep: Class 2 contains 13116 members 
Entering Unmasked Estep 
Score: -4948912.000000 Penalty: 5041.785645
	Iteration 3Q: 3 clusters Score -4948912 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12863 members 
Mstep: Class 2 contains 13112 members 
Entering Unmasked Estep 
Score: -4949171.500000 Penalty: 5041.785645
	Iteration 4Q: 3 clusters Score -4949172 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12816 members 
Mstep: Class 2 contains 13159 members 
Entering Unmasked Estep 
Score: -4949354.500000 Penalty: 5041.785645
	Iteration 5Q: 3 clusters Score -4949354 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 13245 members 
Entering Unmasked Estep 
Score: -4949559.000000 Penalty: 5041.785645
	Iteration 6Q: 3 clusters Score -4949559 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
Score: -4949776.000000 Penalty: 5041.785645
	Iteration 7Q: 3 clusters Score -4949776 nChanged 693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12500 members 
Mstep: Class 2 contains 13475 members 
Entering Unmasked Estep 
Score: -4949960.000000 Penalty: 5041.785645
	Iteration 8Q: 3 clusters Score -4949960 nChanged 716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 13637 members 
Entering Unmasked Estep 
Score: -4950181.000000 Penalty: 5041.785645
	Iteration 9Q: 3 clusters Score -4950181 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12126 members 
Mstep: Class 2 contains 13849 members 
Entering Unmasked Estep 
Score: -4950399.500000 Penalty: 5041.785645
	Iteration 10Q: 3 clusters Score -4950400 nChanged 727
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11855 members 
Mstep: Class 2 contains 14120 members 
Entering Unmasked Estep 
Score: -4950627.000000 Penalty: 5041.785645
	Iteration 11Q: 3 clusters Score -4950627 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 14406 members 
Entering Unmasked Estep 
Score: -4950912.000000 Penalty: 5041.785645
	Iteration 12Q: 3 clusters Score -4950912 nChanged 902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11257 members 
Mstep: Class 2 contains 14718 members 
Entering Unmasked Estep 
Score: -4951341.000000 Penalty: 5041.785645
	Iteration 13Q: 3 clusters Score -4951341 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 15049 members 
Entering Unmasked Estep 
Score: -4951810.500000 Penalty: 5041.785645
	Iteration 14Q: 3 clusters Score -4951810 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10584 members 
Mstep: Class 2 contains 15391 members 
Entering Unmasked Estep 
Score: -4952449.000000 Penalty: 5041.785645
	Iteration 15Q: 3 clusters Score -4952449 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -4953169.000000 Penalty: 5041.785645
	Iteration 16Q: 3 clusters Score -4953169 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10014 members 
Mstep: Class 2 contains 15961 members 
Entering Unmasked Estep 
Score: -4953762.500000 Penalty: 5041.785645
	Iteration 17Q: 3 clusters Score -4953762 nChanged 878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9826 members 
Mstep: Class 2 contains 16149 members 
Entering Unmasked Estep 
Score: -4954171.500000 Penalty: 5041.785645
	Iteration 18Q: 3 clusters Score -4954172 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9633 members 
Mstep: Class 2 contains 16342 members 
Entering Unmasked Estep 
Score: -4954376.500000 Penalty: 5041.785645
	Iteration 19Q: 3 clusters Score -4954376 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9404 members 
Mstep: Class 2 contains 16571 members 
Entering Unmasked Estep 
Score: -4954520.500000 Penalty: 5041.785645
	Iteration 20F: 3 clusters Score -4954520 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 16787 members 
Entering Unmasked Estep 
Score: -4954629.500000 Penalty: 5041.785645
	Iteration 21Q: 3 clusters Score -4954630 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9001 members 
Mstep: Class 2 contains 16974 members 
Entering Unmasked Estep 
Score: -4954714.000000 Penalty: 5041.785645
	Iteration 22Q: 3 clusters Score -4954714 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8807 members 
Mstep: Class 2 contains 17168 members 
Entering Unmasked Estep 
Score: -4954777.000000 Penalty: 5041.785645
	Iteration 23Q: 3 clusters Score -4954777 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8638 members 
Mstep: Class 2 contains 17337 members 
Entering Unmasked Estep 
Score: -4954851.500000 Penalty: 5041.785645
	Iteration 24Q: 3 clusters Score -4954852 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 17522 members 
Entering Unmasked Estep 
Score: -4954939.500000 Penalty: 5041.785645
	Iteration 25Q: 3 clusters Score -4954940 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8286 members 
Mstep: Class 2 contains 17689 members 
Entering Unmasked Estep 
Score: -4955006.500000 Penalty: 5041.785645
	Iteration 26Q: 3 clusters Score -4955006 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 17847 members 
Entering Unmasked Estep 
Score: -4955056.500000 Penalty: 5041.785645
	Iteration 27Q: 3 clusters Score -4955056 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7977 members 
Mstep: Class 2 contains 17998 members 
Entering Unmasked Estep 
Score: -4955098.500000 Penalty: 5041.785645
	Iteration 28Q: 3 clusters Score -4955098 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7830 members 
Mstep: Class 2 contains 18145 members 
Entering Unmasked Estep 
Score: -4955157.500000 Penalty: 5041.785645
	Iteration 29Q: 3 clusters Score -4955158 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7667 members 
Mstep: Class 2 contains 18308 members 
Entering Unmasked Estep 
Score: -4955188.500000 Penalty: 5041.785645
	Iteration 30Q: 3 clusters Score -4955188 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 18478 members 
Entering Unmasked Estep 
Score: -4955276.500000 Penalty: 5041.785645
	Iteration 31Q: 3 clusters Score -4955276 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 18639 members 
Entering Unmasked Estep 
Score: -4955339.500000 Penalty: 5041.785645
	Iteration 32Q: 3 clusters Score -4955340 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7178 members 
Mstep: Class 2 contains 18797 members 
Entering Unmasked Estep 
Score: -4955378.500000 Penalty: 5041.785645
	Iteration 33Q: 3 clusters Score -4955378 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 18960 members 
Entering Unmasked Estep 
Score: -4955415.000000 Penalty: 5041.785645
	Iteration 34Q: 3 clusters Score -4955415 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6845 members 
Mstep: Class 2 contains 19130 members 
Entering Unmasked Estep 
Score: -4955473.000000 Penalty: 5041.785645
	Iteration 35Q: 3 clusters Score -4955473 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6673 members 
Mstep: Class 2 contains 19302 members 
Entering Unmasked Estep 
Score: -4955529.500000 Penalty: 5041.785645
	Iteration 36Q: 3 clusters Score -4955530 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6516 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -4955597.000000 Penalty: 5041.785645
	Iteration 37Q: 3 clusters Score -4955597 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6347 members 
Mstep: Class 2 contains 19628 members 
Entering Unmasked Estep 
Score: -4955641.500000 Penalty: 5041.785645
	Iteration 38Q: 3 clusters Score -4955642 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6179 members 
Mstep: Class 2 contains 19796 members 
Entering Unmasked Estep 
Score: -4955667.500000 Penalty: 5041.785645
	Iteration 39Q: 3 clusters Score -4955668 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6004 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4955713.500000 Penalty: 5041.785645
	Iteration 40F: 3 clusters Score -4955714 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5826 members 
Mstep: Class 2 contains 20149 members 
Entering Unmasked Estep 
Score: -4955783.000000 Penalty: 5041.785645
	Iteration 41Q: 3 clusters Score -4955783 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 20331 members 
Entering Unmasked Estep 
Score: -4955835.000000 Penalty: 5041.785645
	Iteration 42Q: 3 clusters Score -4955835 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5466 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -4955888.500000 Penalty: 5041.785645
	Iteration 43Q: 3 clusters Score -4955888 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5287 members 
Mstep: Class 2 contains 20688 members 
Entering Unmasked Estep 
Score: -4955946.500000 Penalty: 5041.785645
	Iteration 44Q: 3 clusters Score -4955946 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 20865 members 
Entering Unmasked Estep 
Score: -4956016.000000 Penalty: 5041.785645
	Iteration 45Q: 3 clusters Score -4956016 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4946 members 
Mstep: Class 2 contains 21029 members 
Entering Unmasked Estep 
Score: -4956065.000000 Penalty: 5041.785645
	Iteration 46Q: 3 clusters Score -4956065 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 21190 members 
Entering Unmasked Estep 
Score: -4956111.500000 Penalty: 5041.785645
	Iteration 47Q: 3 clusters Score -4956112 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 21369 members 
Entering Unmasked Estep 
Score: -4956164.500000 Penalty: 5041.785645
	Iteration 48Q: 3 clusters Score -4956164 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4442 members 
Mstep: Class 2 contains 21533 members 
Entering Unmasked Estep 
Score: -4956214.000000 Penalty: 5041.785645
	Iteration 49Q: 3 clusters Score -4956214 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 21699 members 
Entering Unmasked Estep 
Score: -4956266.000000 Penalty: 5041.785645
	Iteration 50Q: 3 clusters Score -4956266 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4098 members 
Mstep: Class 2 contains 21877 members 
Entering Unmasked Estep 
Score: -4956336.500000 Penalty: 5041.785645
	Iteration 51Q: 3 clusters Score -4956336 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3929 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4956395.500000 Penalty: 5041.785645
	Iteration 52Q: 3 clusters Score -4956396 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 22207 members 
Entering Unmasked Estep 
Score: -4956434.000000 Penalty: 5041.785645
	Iteration 53Q: 3 clusters Score -4956434 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3620 members 
Mstep: Class 2 contains 22355 members 
Entering Unmasked Estep 
Score: -4956472.000000 Penalty: 5041.785645
	Iteration 54Q: 3 clusters Score -4956472 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 22500 members 
Entering Unmasked Estep 
Score: -4956522.000000 Penalty: 5041.785645
	Iteration 55Q: 3 clusters Score -4956522 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3332 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -4956565.500000 Penalty: 5041.785645
	Iteration 56Q: 3 clusters Score -4956566 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 22772 members 
Entering Unmasked Estep 
Score: -4956609.000000 Penalty: 5041.785645
	Iteration 57Q: 3 clusters Score -4956609 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3072 members 
Mstep: Class 2 contains 22903 members 
Entering Unmasked Estep 
Score: -4956655.500000 Penalty: 5041.785645
	Iteration 58Q: 3 clusters Score -4956656 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 23042 members 
Entering Unmasked Estep 
Score: -4956707.500000 Penalty: 5041.785645
	Iteration 59Q: 3 clusters Score -4956708 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2802 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4956760.500000 Penalty: 5041.785645
	Iteration 60F: 3 clusters Score -4956760 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 23313 members 
Entering Unmasked Estep 
Score: -4956801.000000 Penalty: 5041.785645
	Iteration 61Q: 3 clusters Score -4956801 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 23432 members 
Entering Unmasked Estep 
Score: -4956840.500000 Penalty: 5041.785645
	Iteration 62Q: 3 clusters Score -4956840 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 23544 members 
Entering Unmasked Estep 
Score: -4956892.000000 Penalty: 5041.785645
	Iteration 63Q: 3 clusters Score -4956892 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -4956928.500000 Penalty: 5041.785645
	Iteration 64Q: 3 clusters Score -4956928 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 23773 members 
Entering Unmasked Estep 
Score: -4956980.500000 Penalty: 5041.785645
	Iteration 65Q: 3 clusters Score -4956980 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2114 members 
Mstep: Class 2 contains 23861 members 
Entering Unmasked Estep 
Score: -4957022.500000 Penalty: 5041.785645
	Iteration 66Q: 3 clusters Score -4957022 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 23949 members 
Entering Unmasked Estep 
Score: -4957044.500000 Penalty: 5041.785645
	Iteration 67Q: 3 clusters Score -4957044 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1936 members 
Mstep: Class 2 contains 24039 members 
Entering Unmasked Estep 
Score: -4957083.500000 Penalty: 5041.785645
	Iteration 68Q: 3 clusters Score -4957084 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1849 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4957116.000000 Penalty: 5041.785645
	Iteration 69Q: 3 clusters Score -4957116 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 24209 members 
Entering Unmasked Estep 
Score: -4957145.000000 Penalty: 5041.785645
	Iteration 70Q: 3 clusters Score -4957145 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1701 members 
Mstep: Class 2 contains 24274 members 
Entering Unmasked Estep 
Score: -4957181.500000 Penalty: 5041.785645
	Iteration 71Q: 3 clusters Score -4957182 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1647 members 
Mstep: Class 2 contains 24328 members 
Entering Unmasked Estep 
Score: -4957202.000000 Penalty: 5041.785645
	Iteration 72Q: 3 clusters Score -4957202 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1602 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -4957233.000000 Penalty: 5041.785645
	Iteration 73Q: 3 clusters Score -4957233 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1547 members 
Mstep: Class 2 contains 24428 members 
Entering Unmasked Estep 
Score: -4957254.500000 Penalty: 5041.785645
	Iteration 74Q: 3 clusters Score -4957254 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -4957273.000000 Penalty: 5041.785645
	Iteration 75Q: 3 clusters Score -4957273 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 24526 members 
Entering Unmasked Estep 
Score: -4957294.000000 Penalty: 5041.785645
	Iteration 76Q: 3 clusters Score -4957294 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 24564 members 
Entering Unmasked Estep 
Score: -4957302.500000 Penalty: 5041.785645
	Iteration 77Q: 3 clusters Score -4957302 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 24601 members 
Entering Unmasked Estep 
Score: -4957334.500000 Penalty: 5041.785645
	Iteration 78Q: 3 clusters Score -4957334 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 24639 members 
Entering Unmasked Estep 
Score: -4957355.000000 Penalty: 5041.785645
	Iteration 79Q: 3 clusters Score -4957355 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1299 members 
Mstep: Class 2 contains 24676 members 
Entering Unmasked Estep 
Score: -4957374.000000 Penalty: 5041.785645
	Iteration 80F: 3 clusters Score -4957374 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1258 members 
Mstep: Class 2 contains 24717 members 
Entering Unmasked Estep 
Score: -4957389.000000 Penalty: 5041.785645
	Iteration 81Q: 3 clusters Score -4957389 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 24744 members 
Entering Unmasked Estep 
Score: -4957406.500000 Penalty: 5041.785645
	Iteration 82Q: 3 clusters Score -4957406 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 24769 members 
Entering Unmasked Estep 
Score: -4957410.500000 Penalty: 5041.785645
	Iteration 83Q: 3 clusters Score -4957410 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 24795 members 
Entering Unmasked Estep 
Score: -4957416.500000 Penalty: 5041.785645
	Iteration 84Q: 3 clusters Score -4957416 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -4957431.500000 Penalty: 5041.785645
	Iteration 85Q: 3 clusters Score -4957432 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1135 members 
Mstep: Class 2 contains 24840 members 
Entering Unmasked Estep 
Score: -4957434.000000 Penalty: 5041.785645
	Iteration 86Q: 3 clusters Score -4957434 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -4957443.500000 Penalty: 5041.785645
	Iteration 87Q: 3 clusters Score -4957444 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1109 members 
Mstep: Class 2 contains 24866 members 
Entering Unmasked Estep 
Score: -4957456.000000 Penalty: 5041.785645
	Iteration 88Q: 3 clusters Score -4957456 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1095 members 
Mstep: Class 2 contains 24880 members 
Entering Unmasked Estep 
Score: -4957462.000000 Penalty: 5041.785645
	Iteration 89Q: 3 clusters Score -4957462 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 24890 members 
Entering Unmasked Estep 
Score: -4957465.500000 Penalty: 5041.785645
	Iteration 90Q: 3 clusters Score -4957466 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 24901 members 
Entering Unmasked Estep 
Score: -4957471.500000 Penalty: 5041.785645
	Iteration 91Q: 3 clusters Score -4957472 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -4957480.500000 Penalty: 5041.785645
	Iteration 92Q: 3 clusters Score -4957480 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 24921 members 
Entering Unmasked Estep 
Score: -4957486.500000 Penalty: 5041.785645
	Iteration 93Q: 3 clusters Score -4957486 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1048 members 
Mstep: Class 2 contains 24927 members 
Entering Unmasked Estep 
Score: -4957486.500000 Penalty: 5041.785645
	Iteration 94Q: 3 clusters Score -4957486 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 24932 members 
Entering Unmasked Estep 
Score: -4957491.500000 Penalty: 5041.785645
	Iteration 95Q: 3 clusters Score -4957492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 24937 members 
Entering Unmasked Estep 
Score: -4957492.000000 Penalty: 5041.785645
	Iteration 96Q: 3 clusters Score -4957492 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 24938 members 
Entering Unmasked Estep 
Score: -4957493.500000 Penalty: 5041.785645
	Iteration 97Q: 3 clusters Score -4957494 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -4957497.000000 Penalty: 5041.785645
	Iteration 98Q: 3 clusters Score -4957497 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -4957492.000000 Penalty: 5041.785645
	Iteration 99Q: 3 clusters Score -4957492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1017 members 
Mstep: Class 2 contains 24958 members 
Entering Unmasked Estep 
Score: -4957502.500000 Penalty: 5041.785645
	Iteration 100F: 3 clusters Score -4957502 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1013 members 
Mstep: Class 2 contains 24962 members 
Entering Unmasked Estep 
Score: -4957501.000000 Penalty: 5041.785645
	Iteration 101Q: 3 clusters Score -4957501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 24964 members 
Entering Unmasked Estep 
Score: -4957499.500000 Penalty: 5041.785645
	Iteration 102Q: 3 clusters Score -4957500 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -4957496.000000 Penalty: 5041.785645
	Iteration 103Q: 3 clusters Score -4957496 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -4957497.000000 Penalty: 5041.785645
	Iteration 104Q: 3 clusters Score -4957497 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 24974 members 
Entering Unmasked Estep 
Score: -4957501.500000 Penalty: 5041.785645
	Iteration 105Q: 3 clusters Score -4957502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -4957502.000000 Penalty: 5041.785645
	Iteration 106Q: 3 clusters Score -4957502 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1000 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -4957502.000000 Penalty: 5041.785645
	Iteration 107F: 3 clusters Score -4957502 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58525 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58525 members 
Entering Unmasked Estep 
Score: -10592840.000000 Penalty: 2722.347900
	Iteration 0F: 2 clusters Score -1.059284e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 29237 members 
Entering Unmasked Estep 
Score: -10554671.000000 Penalty: 5444.695801
	Iteration 0F: 3 clusters Score -1.055467e+07 nChanged 27207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29503 members 
Mstep: Class 2 contains 29022 members 
Entering Unmasked Estep 
Score: -10569728.000000 Penalty: 5444.695801
	Iteration 1F: 3 clusters Score -1.056973e+07 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29453 members 
Mstep: Class 2 contains 29072 members 
Entering Unmasked Estep 
Score: -10570157.000000 Penalty: 5444.695801
	Iteration 2Q: 3 clusters Score -1.057016e+07 nChanged 1800
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29375 members 
Mstep: Class 2 contains 29150 members 
Entering Unmasked Estep 
Score: -10570524.000000 Penalty: 5444.695801
	Iteration 3Q: 3 clusters Score -1.057052e+07 nChanged 1635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29248 members 
Mstep: Class 2 contains 29277 members 
Entering Unmasked Estep 
Score: -10570901.000000 Penalty: 5444.695801
	Iteration 4Q: 3 clusters Score -1.05709e+07 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 29532 members 
Entering Unmasked Estep 
Score: -10571156.000000 Penalty: 5444.695801
	Iteration 5Q: 3 clusters Score -1.057116e+07 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28653 members 
Mstep: Class 2 contains 29872 members 
Entering Unmasked Estep 
Score: -10571455.000000 Penalty: 5444.695801
	Iteration 6Q: 3 clusters Score -1.057146e+07 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28195 members 
Mstep: Class 2 contains 30330 members 
Entering Unmasked Estep 
Score: -10571702.000000 Penalty: 5444.695801
	Iteration 7Q: 3 clusters Score -1.05717e+07 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27547 members 
Mstep: Class 2 contains 30978 members 
Entering Unmasked Estep 
Score: -10572045.000000 Penalty: 5444.695801
	Iteration 8Q: 3 clusters Score -1.057204e+07 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26679 members 
Mstep: Class 2 contains 31846 members 
Entering Unmasked Estep 
Score: -10572482.000000 Penalty: 5444.695801
	Iteration 9Q: 3 clusters Score -1.057248e+07 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25532 members 
Mstep: Class 2 contains 32993 members 
Entering Unmasked Estep 
Score: -10573119.000000 Penalty: 5444.695801
	Iteration 10Q: 3 clusters Score -1.057312e+07 nChanged 2138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24004 members 
Mstep: Class 2 contains 34521 members 
Entering Unmasked Estep 
Score: -10574066.000000 Penalty: 5444.695801
	Iteration 11Q: 3 clusters Score -1.057407e+07 nChanged 2532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22028 members 
Mstep: Class 2 contains 36497 members 
Entering Unmasked Estep 
Score: -10575441.000000 Penalty: 5444.695801
	Iteration 12Q: 3 clusters Score -1.057544e+07 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19619 members 
Mstep: Class 2 contains 38906 members 
Entering Unmasked Estep 
Score: -10577414.000000 Penalty: 5444.695801
	Iteration 13F: 3 clusters Score -1.057741e+07 nChanged 3108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 41396 members 
Entering Unmasked Estep 
Score: -10579674.000000 Penalty: 5444.695801
	Iteration 14F: 3 clusters Score -1.057967e+07 nChanged 3001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Mstep: Class 2 contains 43691 members 
Entering Unmasked Estep 
Score: -10581791.000000 Penalty: 5444.695801
	Iteration 15F: 3 clusters Score -1.058179e+07 nChanged 2523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13019 members 
Mstep: Class 2 contains 45506 members 
Entering Unmasked Estep 
Score: -10583360.000000 Penalty: 5444.695801
	Iteration 16Q: 3 clusters Score -1.058336e+07 nChanged 1958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11555 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
Score: -10584353.000000 Penalty: 5444.695801
	Iteration 17Q: 3 clusters Score -1.058435e+07 nChanged 1520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10269 members 
Mstep: Class 2 contains 48256 members 
Entering Unmasked Estep 
Score: -10585038.000000 Penalty: 5444.695801
	Iteration 18Q: 3 clusters Score -1.058504e+07 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9132 members 
Mstep: Class 2 contains 49393 members 
Entering Unmasked Estep 
Score: -10585581.000000 Penalty: 5444.695801
	Iteration 19Q: 3 clusters Score -1.058558e+07 nChanged 1140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8016 members 
Mstep: Class 2 contains 50509 members 
Entering Unmasked Estep 
Score: -10586055.000000 Penalty: 5444.695801
	Iteration 20F: 3 clusters Score -1.058606e+07 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6988 members 
Mstep: Class 2 contains 51537 members 
Entering Unmasked Estep 
Score: -10586582.000000 Penalty: 5444.695801
	Iteration 21Q: 3 clusters Score -1.058658e+07 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5980 members 
Mstep: Class 2 contains 52545 members 
Entering Unmasked Estep 
Score: -10587154.000000 Penalty: 5444.695801
	Iteration 22Q: 3 clusters Score -1.058715e+07 nChanged 940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5044 members 
Mstep: Class 2 contains 53481 members 
Entering Unmasked Estep 
Score: -10587672.000000 Penalty: 5444.695801
	Iteration 23Q: 3 clusters Score -1.058767e+07 nChanged 841
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 54320 members 
Entering Unmasked Estep 
Score: -10588069.000000 Penalty: 5444.695801
	Iteration 24Q: 3 clusters Score -1.058807e+07 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 55037 members 
Entering Unmasked Estep 
Score: -10588490.000000 Penalty: 5444.695801
	Iteration 25Q: 3 clusters Score -1.058849e+07 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 55690 members 
Entering Unmasked Estep 
Score: -10588856.000000 Penalty: 5444.695801
	Iteration 26Q: 3 clusters Score -1.058886e+07 nChanged 553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2284 members 
Mstep: Class 2 contains 56241 members 
Entering Unmasked Estep 
Score: -10589213.000000 Penalty: 5444.695801
	Iteration 27Q: 3 clusters Score -1.058921e+07 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 56679 members 
Entering Unmasked Estep 
Score: -10589434.000000 Penalty: 5444.695801
	Iteration 28Q: 3 clusters Score -1.058943e+07 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 57024 members 
Entering Unmasked Estep 
Score: -10589682.000000 Penalty: 5444.695801
	Iteration 29Q: 3 clusters Score -1.058968e+07 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1213 members 
Mstep: Class 2 contains 57312 members 
Entering Unmasked Estep 
Score: -10589936.000000 Penalty: 5444.695801
	Iteration 30Q: 3 clusters Score -1.058994e+07 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 57528 members 
Entering Unmasked Estep 
Score: -10590108.000000 Penalty: 5444.695801
	Iteration 31Q: 3 clusters Score -1.059011e+07 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 57657 members 
Entering Unmasked Estep 
Score: -10590186.000000 Penalty: 5444.695801
	Iteration 32Q: 3 clusters Score -1.059019e+07 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 57747 members 
Entering Unmasked Estep 
Score: -10590217.000000 Penalty: 5444.695801
	Iteration 33Q: 3 clusters Score -1.059022e+07 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 57816 members 
Entering Unmasked Estep 
Score: -10590279.000000 Penalty: 5444.695801
	Iteration 34Q: 3 clusters Score -1.059028e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 57867 members 
Entering Unmasked Estep 
Score: -10590309.000000 Penalty: 5444.695801
	Iteration 35Q: 3 clusters Score -1.059031e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 57903 members 
Entering Unmasked Estep 
Score: -10590332.000000 Penalty: 5444.695801
	Iteration 36Q: 3 clusters Score -1.059033e+07 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 590 members 
Mstep: Class 2 contains 57935 members 
Entering Unmasked Estep 
Score: -10590357.000000 Penalty: 5444.695801
	Iteration 37Q: 3 clusters Score -1.059036e+07 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 57957 members 
Entering Unmasked Estep 
Score: -10590380.000000 Penalty: 5444.695801
	Iteration 38Q: 3 clusters Score -1.059038e+07 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 57980 members 
Entering Unmasked Estep 
Score: -10590388.000000 Penalty: 5444.695801
	Iteration 39Q: 3 clusters Score -1.059039e+07 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 58000 members 
Entering Unmasked Estep 
Score: -10590395.000000 Penalty: 5444.695801
	Iteration 40F: 3 clusters Score -1.05904e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 58016 members 
Entering Unmasked Estep 
Score: -10590407.000000 Penalty: 5444.695801
	Iteration 41Q: 3 clusters Score -1.059041e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 58024 members 
Entering Unmasked Estep 
Score: -10590423.000000 Penalty: 5444.695801
	Iteration 42Q: 3 clusters Score -1.059042e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 58031 members 
Entering Unmasked Estep 
Score: -10590433.000000 Penalty: 5444.695801
	Iteration 43Q: 3 clusters Score -1.059043e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 58038 members 
Entering Unmasked Estep 
Score: -10590415.000000 Penalty: 5444.695801
	Iteration 44Q: 3 clusters Score -1.059042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 58042 members 
Entering Unmasked Estep 
Score: -10590422.000000 Penalty: 5444.695801
	Iteration 45Q: 3 clusters Score -1.059042e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 58046 members 
Entering Unmasked Estep 
Score: -10590431.000000 Penalty: 5444.695801
	Iteration 46Q: 3 clusters Score -1.059043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 58048 members 
Entering Unmasked Estep 
Score: -10590429.000000 Penalty: 5444.695801
	Iteration 47Q: 3 clusters Score -1.059043e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 474 members 
Mstep: Class 2 contains 58051 members 
Entering Unmasked Estep 
Score: -10590425.000000 Penalty: 5444.695801
	Iteration 48Q: 3 clusters Score -1.059042e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 58053 members 
Entering Unmasked Estep 
Score: -10590429.000000 Penalty: 5444.695801
	Iteration 49Q: 3 clusters Score -1.059043e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 58054 members 
Entering Unmasked Estep 
Score: -10590434.000000 Penalty: 5444.695801
	Iteration 50Q: 3 clusters Score -1.059043e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 58056 members 
Entering Unmasked Estep 
Score: -10590434.000000 Penalty: 5444.695801
	Iteration 51Q: 3 clusters Score -1.059043e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 58060 members 
Entering Unmasked Estep 
Score: -10590438.000000 Penalty: 5444.695801
	Iteration 52Q: 3 clusters Score -1.059044e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 58066 members 
Entering Unmasked Estep 
Score: -10590447.000000 Penalty: 5444.695801
	Iteration 53Q: 3 clusters Score -1.059045e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 58069 members 
Entering Unmasked Estep 
Score: -10590445.000000 Penalty: 5444.695801
	Iteration 54Q: 3 clusters Score -1.059044e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 453 members 
Mstep: Class 2 contains 58072 members 
Entering Unmasked Estep 
Score: -10590448.000000 Penalty: 5444.695801
	Iteration 55Q: 3 clusters Score -1.059045e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 58076 members 
Entering Unmasked Estep 
Score: -10590464.000000 Penalty: 5444.695801
	Iteration 56Q: 3 clusters Score -1.059046e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -10590459.000000 Penalty: 5444.695801
	Iteration 57Q: 3 clusters Score -1.059046e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -10590459.000000 Penalty: 5444.695801
	Iteration 58Q: 3 clusters Score -1.059046e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 58079 members 
Entering Unmasked Estep 
Score: -10590459.000000 Penalty: 5444.695801
	Iteration 59F: 3 clusters Score -1.059046e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 503 members 
Entering Unmasked Estep 
Score: -91148.914062 Penalty: 1542.706299
	Iteration 0F: 2 clusters Score -91148.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -89714.867188 Penalty: 3085.412598
	Iteration 0F: 3 clusters Score -89714.87 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -89904.281250 Penalty: 3085.412598
	Iteration 1F: 3 clusters Score -89904.28 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -90001.085938 Penalty: 3085.412598
	Iteration 2F: 3 clusters Score -90001.09 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -90048.734375 Penalty: 3085.412598
	Iteration 3Q: 3 clusters Score -90048.73 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90070.359375 Penalty: 3085.412598
	Iteration 4Q: 3 clusters Score -90070.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90101.250000 Penalty: 3085.412598
	Iteration 5Q: 3 clusters Score -90101.25 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -90139.062500 Penalty: 3085.412598
	Iteration 6Q: 3 clusters Score -90139.06 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -90148.101562 Penalty: 3085.412598
	Iteration 7Q: 3 clusters Score -90148.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -90156.625000 Penalty: 3085.412598
	Iteration 8Q: 3 clusters Score -90156.62 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 256 members 
Entering Unmasked Estep 
Score: -90160.375000 Penalty: 3085.412598
	Iteration 9Q: 3 clusters Score -90160.38 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -90164.414062 Penalty: 3085.412598
	Iteration 10Q: 3 clusters Score -90164.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90172.289062 Penalty: 3085.412598
	Iteration 11Q: 3 clusters Score -90172.29 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90174.179688 Penalty: 3085.412598
	Iteration 12Q: 3 clusters Score -90174.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90182.359375 Penalty: 3085.412598
	Iteration 13Q: 3 clusters Score -90182.36 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90187.015625 Penalty: 3085.412598
	Iteration 14Q: 3 clusters Score -90187.02 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90203.382812 Penalty: 3085.412598
	Iteration 15Q: 3 clusters Score -90203.38 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -90227.296875 Penalty: 3085.412598
	Iteration 16Q: 3 clusters Score -90227.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90266.953125 Penalty: 3085.412598
	Iteration 17Q: 3 clusters Score -90266.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -90284.140625 Penalty: 3085.412598
	Iteration 18Q: 3 clusters Score -90284.14 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90302.812500 Penalty: 3085.412598
	Iteration 19Q: 3 clusters Score -90302.81 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -90322.835938 Penalty: 3085.412598
	Iteration 20F: 3 clusters Score -90322.84 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -90341.171875 Penalty: 3085.412598
	Iteration 21Q: 3 clusters Score -90341.17 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -90353.109375 Penalty: 3085.412598
	Iteration 22Q: 3 clusters Score -90353.11 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -90362.851562 Penalty: 3085.412598
	Iteration 23Q: 3 clusters Score -90362.85 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 249 members 
Entering Unmasked Estep 
Score: -90388.484375 Penalty: 3085.412598
	Iteration 24Q: 3 clusters Score -90388.48 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -90447.343750 Penalty: 3085.412598
	Iteration 25Q: 3 clusters Score -90447.34 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -90533.835938 Penalty: 3085.412598
	Iteration 26Q: 3 clusters Score -90533.84 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -90577.062500 Penalty: 3085.412598
	Iteration 27Q: 3 clusters Score -90577.06 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -90621.687500 Penalty: 3085.412598
	Iteration 28Q: 3 clusters Score -90621.69 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 222 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -90648.320312 Penalty: 3085.412598
	Iteration 29Q: 3 clusters Score -90648.32 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -90659.312500 Penalty: 3085.412598
	Iteration 30Q: 3 clusters Score -90659.31 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 218 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90661.523438 Penalty: 3085.412598
	Iteration 31Q: 3 clusters Score -90661.52 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -90667.984375 Penalty: 3085.412598
	Iteration 32Q: 3 clusters Score -90667.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 213 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -90670.843750 Penalty: 3085.412598
	Iteration 33Q: 3 clusters Score -90670.84 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90675.531250 Penalty: 3085.412598
	Iteration 34Q: 3 clusters Score -90675.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -90675.531250 Penalty: 3085.412598
	Iteration 35F: 3 clusters Score -90675.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15724 members 
Entering Unmasked Estep 
Score: -3142735.000000 Penalty: 2396.410156
	Iteration 0F: 2 clusters Score -3142735 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7783 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3131303.000000 Penalty: 4792.820312
	Iteration 0F: 3 clusters Score -3131303 nChanged 6857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7404 members 
Mstep: Class 2 contains 8320 members 
Entering Unmasked Estep 
Score: -3134942.250000 Penalty: 4792.820312
	Iteration 1F: 3 clusters Score -3134942 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7136 members 
Mstep: Class 2 contains 8588 members 
Entering Unmasked Estep 
Score: -3135278.750000 Penalty: 4792.820312
	Iteration 2F: 3 clusters Score -3135279 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6835 members 
Mstep: Class 2 contains 8889 members 
Entering Unmasked Estep 
Score: -3135553.750000 Penalty: 4792.820312
	Iteration 3Q: 3 clusters Score -3135554 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6450 members 
Mstep: Class 2 contains 9274 members 
Entering Unmasked Estep 
Score: -3135804.250000 Penalty: 4792.820312
	Iteration 4Q: 3 clusters Score -3135804 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 9747 members 
Entering Unmasked Estep 
Score: -3136072.250000 Penalty: 4792.820312
	Iteration 5Q: 3 clusters Score -3136072 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5389 members 
Mstep: Class 2 contains 10335 members 
Entering Unmasked Estep 
Score: -3136389.500000 Penalty: 4792.820312
	Iteration 6Q: 3 clusters Score -3136390 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 11024 members 
Entering Unmasked Estep 
Score: -3136797.250000 Penalty: 4792.820312
	Iteration 7Q: 3 clusters Score -3136797 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3921 members 
Mstep: Class 2 contains 11803 members 
Entering Unmasked Estep 
Score: -3137318.000000 Penalty: 4792.820312
	Iteration 8F: 3 clusters Score -3137318 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3078 members 
Mstep: Class 2 contains 12646 members 
Entering Unmasked Estep 
Score: -3137932.250000 Penalty: 4792.820312
	Iteration 9F: 3 clusters Score -3137932 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2231 members 
Mstep: Class 2 contains 13493 members 
Entering Unmasked Estep 
Score: -3138608.500000 Penalty: 4792.820312
	Iteration 10F: 3 clusters Score -3138608 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 14235 members 
Entering Unmasked Estep 
Score: -3139313.000000 Penalty: 4792.820312
	Iteration 11Q: 3 clusters Score -3139313 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 14782 members 
Entering Unmasked Estep 
Score: -3139824.500000 Penalty: 4792.820312
	Iteration 12Q: 3 clusters Score -3139824 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 15110 members 
Entering Unmasked Estep 
Score: -3140154.250000 Penalty: 4792.820312
	Iteration 13Q: 3 clusters Score -3140154 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 15262 members 
Entering Unmasked Estep 
Score: -3140323.750000 Penalty: 4792.820312
	Iteration 14Q: 3 clusters Score -3140324 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 15351 members 
Entering Unmasked Estep 
Score: -3140458.250000 Penalty: 4792.820312
	Iteration 15Q: 3 clusters Score -3140458 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 15395 members 
Entering Unmasked Estep 
Score: -3140532.750000 Penalty: 4792.820312
	Iteration 16Q: 3 clusters Score -3140533 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -3140584.000000 Penalty: 4792.820312
	Iteration 17Q: 3 clusters Score -3140584 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 15432 members 
Entering Unmasked Estep 
Score: -3140605.000000 Penalty: 4792.820312
	Iteration 18Q: 3 clusters Score -3140605 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 15443 members 
Entering Unmasked Estep 
Score: -3140620.750000 Penalty: 4792.820312
	Iteration 19Q: 3 clusters Score -3140621 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3140631.500000 Penalty: 4792.820312
	Iteration 20F: 3 clusters Score -3140632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 15448 members 
Entering Unmasked Estep 
Score: -3140639.000000 Penalty: 4792.820312
	Iteration 21Q: 3 clusters Score -3140639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15450 members 
Entering Unmasked Estep 
Score: -3140642.750000 Penalty: 4792.820312
	Iteration 22Q: 3 clusters Score -3140643 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 15451 members 
Entering Unmasked Estep 
Score: -3140646.750000 Penalty: 4792.820312
	Iteration 23Q: 3 clusters Score -3140647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 15452 members 
Entering Unmasked Estep 
Score: -3140647.000000 Penalty: 4792.820312
	Iteration 24Q: 3 clusters Score -3140647 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3140648.750000 Penalty: 4792.820312
	Iteration 25Q: 3 clusters Score -3140649 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 15453 members 
Entering Unmasked Estep 
Score: -3140648.750000 Penalty: 4792.820312
	Iteration 26F: 3 clusters Score -3140649 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (9146 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9146 members 
Entering Unmasked Estep 
Score: -1736876.250000 Penalty: 2262.025879
	Iteration 0F: 2 clusters Score -1736876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 4553 members 
Entering Unmasked Estep 
Score: -1729795.000000 Penalty: 4524.051758
	Iteration 0F: 3 clusters Score -1729795 nChanged 3740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4613 members 
Mstep: Class 2 contains 4533 members 
Entering Unmasked Estep 
Score: -1731689.500000 Penalty: 4524.051758
	Iteration 1F: 3 clusters Score -1731690 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4621 members 
Mstep: Class 2 contains 4525 members 
Entering Unmasked Estep 
Score: -1731949.750000 Penalty: 4524.051758
	Iteration 2F: 3 clusters Score -1731950 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4650 members 
Mstep: Class 2 contains 4496 members 
Entering Unmasked Estep 
Score: -1732121.625000 Penalty: 4524.051758
	Iteration 3Q: 3 clusters Score -1732122 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1732235.125000 Penalty: 4524.051758
	Iteration 4Q: 3 clusters Score -1732235 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4667 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1732323.500000 Penalty: 4524.051758
	Iteration 5Q: 3 clusters Score -1732324 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4638 members 
Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
Score: -1732393.750000 Penalty: 4524.051758
	Iteration 6Q: 3 clusters Score -1732394 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 4515 members 
Entering Unmasked Estep 
Score: -1732458.875000 Penalty: 4524.051758
	Iteration 7Q: 3 clusters Score -1732459 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Mstep: Class 2 contains 4528 members 
Entering Unmasked Estep 
Score: -1732514.125000 Penalty: 4524.051758
	Iteration 8Q: 3 clusters Score -1732514 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4606 members 
Mstep: Class 2 contains 4540 members 
Entering Unmasked Estep 
Score: -1732552.625000 Penalty: 4524.051758
	Iteration 9Q: 3 clusters Score -1732553 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4589 members 
Mstep: Class 2 contains 4557 members 
Entering Unmasked Estep 
Score: -1732587.375000 Penalty: 4524.051758
	Iteration 10Q: 3 clusters Score -1732587 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4570 members 
Entering Unmasked Estep 
Score: -1732614.875000 Penalty: 4524.051758
	Iteration 11Q: 3 clusters Score -1732615 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4559 members 
Mstep: Class 2 contains 4587 members 
Entering Unmasked Estep 
Score: -1732639.375000 Penalty: 4524.051758
	Iteration 12Q: 3 clusters Score -1732639 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4536 members 
Mstep: Class 2 contains 4610 members 
Entering Unmasked Estep 
Score: -1732662.000000 Penalty: 4524.051758
	Iteration 13Q: 3 clusters Score -1732662 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4512 members 
Mstep: Class 2 contains 4634 members 
Entering Unmasked Estep 
Score: -1732683.375000 Penalty: 4524.051758
	Iteration 14Q: 3 clusters Score -1732683 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4485 members 
Mstep: Class 2 contains 4661 members 
Entering Unmasked Estep 
Score: -1732701.875000 Penalty: 4524.051758
	Iteration 15Q: 3 clusters Score -1732702 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4459 members 
Mstep: Class 2 contains 4687 members 
Entering Unmasked Estep 
Score: -1732717.625000 Penalty: 4524.051758
	Iteration 16Q: 3 clusters Score -1732718 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4445 members 
Mstep: Class 2 contains 4701 members 
Entering Unmasked Estep 
Score: -1732726.250000 Penalty: 4524.051758
	Iteration 17Q: 3 clusters Score -1732726 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 4714 members 
Entering Unmasked Estep 
Score: -1732738.125000 Penalty: 4524.051758
	Iteration 18Q: 3 clusters Score -1732738 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1732752.625000 Penalty: 4524.051758
	Iteration 19Q: 3 clusters Score -1732753 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4424 members 
Mstep: Class 2 contains 4722 members 
Entering Unmasked Estep 
Score: -1732768.250000 Penalty: 4524.051758
	Iteration 20F: 3 clusters Score -1732768 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4417 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1732778.375000 Penalty: 4524.051758
	Iteration 21Q: 3 clusters Score -1732778 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4412 members 
Mstep: Class 2 contains 4734 members 
Entering Unmasked Estep 
Score: -1732800.125000 Penalty: 4524.051758
	Iteration 22Q: 3 clusters Score -1732800 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4394 members 
Mstep: Class 2 contains 4752 members 
Entering Unmasked Estep 
Score: -1732820.625000 Penalty: 4524.051758
	Iteration 23Q: 3 clusters Score -1732821 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4392 members 
Mstep: Class 2 contains 4754 members 
Entering Unmasked Estep 
Score: -1732846.750000 Penalty: 4524.051758
	Iteration 24Q: 3 clusters Score -1732847 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4378 members 
Mstep: Class 2 contains 4768 members 
Entering Unmasked Estep 
Score: -1732894.125000 Penalty: 4524.051758
	Iteration 25Q: 3 clusters Score -1732894 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 4770 members 
Entering Unmasked Estep 
Score: -1732940.125000 Penalty: 4524.051758
	Iteration 26Q: 3 clusters Score -1732940 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4367 members 
Mstep: Class 2 contains 4779 members 
Entering Unmasked Estep 
Score: -1732992.250000 Penalty: 4524.051758
	Iteration 27Q: 3 clusters Score -1732992 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4359 members 
Mstep: Class 2 contains 4787 members 
Entering Unmasked Estep 
Score: -1733062.250000 Penalty: 4524.051758
	Iteration 28Q: 3 clusters Score -1733062 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4348 members 
Mstep: Class 2 contains 4798 members 
Entering Unmasked Estep 
Score: -1733169.750000 Penalty: 4524.051758
	Iteration 29Q: 3 clusters Score -1733170 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -1733307.000000 Penalty: 4524.051758
	Iteration 30Q: 3 clusters Score -1733307 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4308 members 
Mstep: Class 2 contains 4838 members 
Entering Unmasked Estep 
Score: -1733475.500000 Penalty: 4524.051758
	Iteration 31Q: 3 clusters Score -1733476 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 4883 members 
Entering Unmasked Estep 
Score: -1733669.000000 Penalty: 4524.051758
	Iteration 32Q: 3 clusters Score -1733669 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 4927 members 
Entering Unmasked Estep 
Score: -1733915.375000 Penalty: 4524.051758
	Iteration 33Q: 3 clusters Score -1733915 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4150 members 
Mstep: Class 2 contains 4996 members 
Entering Unmasked Estep 
Score: -1734181.375000 Penalty: 4524.051758
	Iteration 34Q: 3 clusters Score -1734181 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 5100 members 
Entering Unmasked Estep 
Score: -1734436.250000 Penalty: 4524.051758
	Iteration 35Q: 3 clusters Score -1734436 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 5190 members 
Entering Unmasked Estep 
Score: -1734625.375000 Penalty: 4524.051758
	Iteration 36Q: 3 clusters Score -1734625 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3871 members 
Mstep: Class 2 contains 5275 members 
Entering Unmasked Estep 
Score: -1734749.875000 Penalty: 4524.051758
	Iteration 37Q: 3 clusters Score -1734750 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 5342 members 
Entering Unmasked Estep 
Score: -1734847.875000 Penalty: 4524.051758
	Iteration 38Q: 3 clusters Score -1734848 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 5373 members 
Entering Unmasked Estep 
Score: -1734911.125000 Penalty: 4524.051758
	Iteration 39Q: 3 clusters Score -1734911 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 5393 members 
Entering Unmasked Estep 
Score: -1734962.125000 Penalty: 4524.051758
	Iteration 40F: 3 clusters Score -1734962 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3736 members 
Mstep: Class 2 contains 5410 members 
Entering Unmasked Estep 
Score: -1734998.375000 Penalty: 4524.051758
	Iteration 41Q: 3 clusters Score -1734998 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3721 members 
Mstep: Class 2 contains 5425 members 
Entering Unmasked Estep 
Score: -1735017.375000 Penalty: 4524.051758
	Iteration 42Q: 3 clusters Score -1735017 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3712 members 
Mstep: Class 2 contains 5434 members 
Entering Unmasked Estep 
Score: -1735037.250000 Penalty: 4524.051758
	Iteration 43Q: 3 clusters Score -1735037 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3709 members 
Mstep: Class 2 contains 5437 members 
Entering Unmasked Estep 
Score: -1735041.875000 Penalty: 4524.051758
	Iteration 44Q: 3 clusters Score -1735042 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1735043.125000 Penalty: 4524.051758
	Iteration 45Q: 3 clusters Score -1735043 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1735047.500000 Penalty: 4524.051758
	Iteration 46Q: 3 clusters Score -1735048 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -1735052.375000 Penalty: 4524.051758
	Iteration 47Q: 3 clusters Score -1735052 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -1735050.125000 Penalty: 4524.051758
	Iteration 48Q: 3 clusters Score -1735050 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 5447 members 
Entering Unmasked Estep 
Score: -1735049.000000 Penalty: 4524.051758
	Iteration 49Q: 3 clusters Score -1735049 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 5450 members 
Entering Unmasked Estep 
Score: -1735052.750000 Penalty: 4524.051758
	Iteration 50Q: 3 clusters Score -1735053 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 5453 members 
Entering Unmasked Estep 
Score: -1735054.750000 Penalty: 4524.051758
	Iteration 51Q: 3 clusters Score -1735055 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1735055.750000 Penalty: 4524.051758
	Iteration 52Q: 3 clusters Score -1735056 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 5460 members 
Entering Unmasked Estep 
Score: -1735057.375000 Penalty: 4524.051758
	Iteration 53Q: 3 clusters Score -1735057 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1735058.875000 Penalty: 4524.051758
	Iteration 54Q: 3 clusters Score -1735059 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1735062.750000 Penalty: 4524.051758
	Iteration 55Q: 3 clusters Score -1735063 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 5457 members 
Entering Unmasked Estep 
Score: -1735061.500000 Penalty: 4524.051758
	Iteration 56Q: 3 clusters Score -1735062 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1735061.000000 Penalty: 4524.051758
	Iteration 57Q: 3 clusters Score -1735061 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 5458 members 
Entering Unmasked Estep 
Score: -1735061.000000 Penalty: 4524.051758
	Iteration 58F: 3 clusters Score -1735061 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -180469.625000 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -180469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -178568.546875 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -178568.5 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -179203.046875 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -179203 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -179665.296875 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -179665.3 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -179989.828125 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -179989.8 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 862 members 
Entering Unmasked Estep 
Score: -180165.750000 Penalty: 3474.871338
	Iteration 4F: 3 clusters Score -180165.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 882 members 
Entering Unmasked Estep 
Score: -180234.718750 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -180234.7 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -180256.906250 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -180256.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -180266.953125 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -180267 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 892 members 
Entering Unmasked Estep 
Score: -180273.750000 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -180273.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -180278.750000 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -180278.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 207 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -180282.468750 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -180282.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 206 members 
Mstep: Class 2 contains 897 members 
Entering Unmasked Estep 
Score: -180284.843750 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -180284.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -180288.703125 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -180288.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -180290.296875 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -180290.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 208 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -180290.296875 Penalty: 3474.871338
	Iteration 14F: 3 clusters Score -180290.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43658 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43658 members 
Entering Unmasked Estep 
Score: -8206040.500000 Penalty: 2649.667236
	Iteration 0F: 2 clusters Score -8206040 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 21812 members 
Entering Unmasked Estep 
Score: -8177463.500000 Penalty: 5299.334473
	Iteration 0F: 3 clusters Score -8177464 nChanged 20121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22349 members 
Mstep: Class 2 contains 21309 members 
Entering Unmasked Estep 
Score: -8188568.000000 Penalty: 5299.334473
	Iteration 1F: 3 clusters Score -8188568 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 21014 members 
Entering Unmasked Estep 
Score: -8189051.000000 Penalty: 5299.334473
	Iteration 2Q: 3 clusters Score -8189051 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23105 members 
Mstep: Class 2 contains 20553 members 
Entering Unmasked Estep 
Score: -8189524.000000 Penalty: 5299.334473
	Iteration 3Q: 3 clusters Score -8189524 nChanged 1646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23751 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -8190041.000000 Penalty: 5299.334473
	Iteration 4Q: 3 clusters Score -8190041 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 19073 members 
Entering Unmasked Estep 
Score: -8190638.500000 Penalty: 5299.334473
	Iteration 5Q: 3 clusters Score -8190638 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25762 members 
Mstep: Class 2 contains 17896 members 
Entering Unmasked Estep 
Score: -8191346.000000 Penalty: 5299.334473
	Iteration 6Q: 3 clusters Score -8191346 nChanged 2062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27312 members 
Mstep: Class 2 contains 16346 members 
Entering Unmasked Estep 
Score: -8192415.500000 Penalty: 5299.334473
	Iteration 7Q: 3 clusters Score -8192416 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29288 members 
Mstep: Class 2 contains 14370 members 
Entering Unmasked Estep 
Score: -8193818.000000 Penalty: 5299.334473
	Iteration 8F: 3 clusters Score -8193818 nChanged 2520
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31616 members 
Mstep: Class 2 contains 12042 members 
Entering Unmasked Estep 
Score: -8195764.000000 Penalty: 5299.334473
	Iteration 9F: 3 clusters Score -8195764 nChanged 2716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -8198118.000000 Penalty: 5299.334473
	Iteration 10F: 3 clusters Score -8198118 nChanged 2319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36353 members 
Mstep: Class 2 contains 7305 members 
Entering Unmasked Estep 
Score: -8200074.500000 Penalty: 5299.334473
	Iteration 11F: 3 clusters Score -8200074 nChanged 1811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38048 members 
Mstep: Class 2 contains 5610 members 
Entering Unmasked Estep 
Score: -8201411.500000 Penalty: 5299.334473
	Iteration 12Q: 3 clusters Score -8201412 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39228 members 
Mstep: Class 2 contains 4430 members 
Entering Unmasked Estep 
Score: -8202249.500000 Penalty: 5299.334473
	Iteration 13Q: 3 clusters Score -8202250 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40088 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -8202804.000000 Penalty: 5299.334473
	Iteration 14Q: 3 clusters Score -8202804 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40779 members 
Mstep: Class 2 contains 2879 members 
Entering Unmasked Estep 
Score: -8203137.000000 Penalty: 5299.334473
	Iteration 15Q: 3 clusters Score -8203137 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41276 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -8203394.500000 Penalty: 5299.334473
	Iteration 16Q: 3 clusters Score -8203394 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41650 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -8203519.500000 Penalty: 5299.334473
	Iteration 17Q: 3 clusters Score -8203520 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41930 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -8203616.000000 Penalty: 5299.334473
	Iteration 18Q: 3 clusters Score -8203616 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42148 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -8203702.000000 Penalty: 5299.334473
	Iteration 19Q: 3 clusters Score -8203702 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42326 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -8203786.500000 Penalty: 5299.334473
	Iteration 20F: 3 clusters Score -8203786 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42459 members 
Mstep: Class 2 contains 1199 members 
Entering Unmasked Estep 
Score: -8203831.000000 Penalty: 5299.334473
	Iteration 21Q: 3 clusters Score -8203831 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42563 members 
Mstep: Class 2 contains 1095 members 
Entering Unmasked Estep 
Score: -8203852.500000 Penalty: 5299.334473
	Iteration 22Q: 3 clusters Score -8203852 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42645 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -8203880.000000 Penalty: 5299.334473
	Iteration 23Q: 3 clusters Score -8203880 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42703 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -8203905.000000 Penalty: 5299.334473
	Iteration 24Q: 3 clusters Score -8203905 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42747 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -8203921.000000 Penalty: 5299.334473
	Iteration 25Q: 3 clusters Score -8203921 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42784 members 
Mstep: Class 2 contains 874 members 
Entering Unmasked Estep 
Score: -8203941.000000 Penalty: 5299.334473
	Iteration 26Q: 3 clusters Score -8203941 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42807 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -8203942.500000 Penalty: 5299.334473
	Iteration 27Q: 3 clusters Score -8203942 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42824 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8203951.000000 Penalty: 5299.334473
	Iteration 28Q: 3 clusters Score -8203951 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42844 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -8203950.500000 Penalty: 5299.334473
	Iteration 29Q: 3 clusters Score -8203950 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42860 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -8203962.500000 Penalty: 5299.334473
	Iteration 30Q: 3 clusters Score -8203962 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42869 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -8203960.000000 Penalty: 5299.334473
	Iteration 31Q: 3 clusters Score -8203960 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42887 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -8203967.500000 Penalty: 5299.334473
	Iteration 32Q: 3 clusters Score -8203968 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42904 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -8203979.000000 Penalty: 5299.334473
	Iteration 33Q: 3 clusters Score -8203979 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42915 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -8203980.500000 Penalty: 5299.334473
	Iteration 34Q: 3 clusters Score -8203980 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42925 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -8203982.500000 Penalty: 5299.334473
	Iteration 35Q: 3 clusters Score -8203982 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 725 members 
Entering Unmasked Estep 
Score: -8203985.500000 Penalty: 5299.334473
	Iteration 36Q: 3 clusters Score -8203986 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42939 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -8203985.000000 Penalty: 5299.334473
	Iteration 37Q: 3 clusters Score -8203985 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42943 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -8203987.000000 Penalty: 5299.334473
	Iteration 38Q: 3 clusters Score -8203987 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42945 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8203992.500000 Penalty: 5299.334473
	Iteration 39Q: 3 clusters Score -8203992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8204003.000000 Penalty: 5299.334473
	Iteration 40F: 3 clusters Score -8204003 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42946 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8203999.500000 Penalty: 5299.334473
	Iteration 41Q: 3 clusters Score -8204000 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8204003.000000 Penalty: 5299.334473
	Iteration 42Q: 3 clusters Score -8204003 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42947 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -8204003.000000 Penalty: 5299.334473
	Iteration 43F: 3 clusters Score -8204003 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5482 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5482 members 
Entering Unmasked Estep 
Score: -981325.062500 Penalty: 2135.087891
	Iteration 0F: 2 clusters Score -981325.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -976506.437500 Penalty: 4270.175781
	Iteration 0F: 3 clusters Score -976506.4 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2763 members 
Mstep: Class 2 contains 2719 members 
Entering Unmasked Estep 
Score: -977767.687500 Penalty: 4270.175781
	Iteration 1F: 3 clusters Score -977767.7 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2790 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -978019.437500 Penalty: 4270.175781
	Iteration 2F: 3 clusters Score -978019.4 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2810 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -978184.687500 Penalty: 4270.175781
	Iteration 3F: 3 clusters Score -978184.7 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2831 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -978300.375000 Penalty: 4270.175781
	Iteration 4Q: 3 clusters Score -978300.4 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2856 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -978408.625000 Penalty: 4270.175781
	Iteration 5Q: 3 clusters Score -978408.6 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2885 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -978504.312500 Penalty: 4270.175781
	Iteration 6Q: 3 clusters Score -978504.3 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -978605.937500 Penalty: 4270.175781
	Iteration 7Q: 3 clusters Score -978605.9 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -978696.000000 Penalty: 4270.175781
	Iteration 8Q: 3 clusters Score -978696 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 2550 members 
Entering Unmasked Estep 
Score: -978769.250000 Penalty: 4270.175781
	Iteration 9Q: 3 clusters Score -978769.2 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 2542 members 
Entering Unmasked Estep 
Score: -978837.375000 Penalty: 4270.175781
	Iteration 10Q: 3 clusters Score -978837.4 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -978894.812500 Penalty: 4270.175781
	Iteration 11Q: 3 clusters Score -978894.8 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2520 members 
Entering Unmasked Estep 
Score: -978951.875000 Penalty: 4270.175781
	Iteration 12Q: 3 clusters Score -978951.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 2512 members 
Entering Unmasked Estep 
Score: -979003.437500 Penalty: 4270.175781
	Iteration 13Q: 3 clusters Score -979003.4 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2976 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -979051.937500 Penalty: 4270.175781
	Iteration 14Q: 3 clusters Score -979051.9 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 2499 members 
Entering Unmasked Estep 
Score: -979092.687500 Penalty: 4270.175781
	Iteration 15Q: 3 clusters Score -979092.7 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -979124.437500 Penalty: 4270.175781
	Iteration 16Q: 3 clusters Score -979124.4 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -979155.812500 Penalty: 4270.175781
	Iteration 17Q: 3 clusters Score -979155.8 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2966 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -979184.125000 Penalty: 4270.175781
	Iteration 18Q: 3 clusters Score -979184.1 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 2521 members 
Entering Unmasked Estep 
Score: -979206.250000 Penalty: 4270.175781
	Iteration 19Q: 3 clusters Score -979206.2 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2942 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -979231.687500 Penalty: 4270.175781
	Iteration 20F: 3 clusters Score -979231.7 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2927 members 
Mstep: Class 2 contains 2555 members 
Entering Unmasked Estep 
Score: -979267.625000 Penalty: 4270.175781
	Iteration 21Q: 3 clusters Score -979267.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2902 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -979316.125000 Penalty: 4270.175781
	Iteration 22Q: 3 clusters Score -979316.1 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2864 members 
Mstep: Class 2 contains 2618 members 
Entering Unmasked Estep 
Score: -979375.500000 Penalty: 4270.175781
	Iteration 23Q: 3 clusters Score -979375.5 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2652 members 
Entering Unmasked Estep 
Score: -979427.875000 Penalty: 4270.175781
	Iteration 24Q: 3 clusters Score -979427.9 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2800 members 
Mstep: Class 2 contains 2682 members 
Entering Unmasked Estep 
Score: -979472.187500 Penalty: 4270.175781
	Iteration 25Q: 3 clusters Score -979472.2 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2712 members 
Entering Unmasked Estep 
Score: -979507.875000 Penalty: 4270.175781
	Iteration 26Q: 3 clusters Score -979507.9 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -979545.312500 Penalty: 4270.175781
	Iteration 27Q: 3 clusters Score -979545.3 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -979580.375000 Penalty: 4270.175781
	Iteration 28Q: 3 clusters Score -979580.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2808 members 
Entering Unmasked Estep 
Score: -979615.250000 Penalty: 4270.175781
	Iteration 29Q: 3 clusters Score -979615.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 2842 members 
Entering Unmasked Estep 
Score: -979639.312500 Penalty: 4270.175781
	Iteration 30Q: 3 clusters Score -979639.3 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -979658.937500 Penalty: 4270.175781
	Iteration 31Q: 3 clusters Score -979658.9 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 2901 members 
Entering Unmasked Estep 
Score: -979679.000000 Penalty: 4270.175781
	Iteration 32Q: 3 clusters Score -979679 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2552 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -979697.437500 Penalty: 4270.175781
	Iteration 33Q: 3 clusters Score -979697.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2529 members 
Mstep: Class 2 contains 2953 members 
Entering Unmasked Estep 
Score: -979712.750000 Penalty: 4270.175781
	Iteration 34Q: 3 clusters Score -979712.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -979723.375000 Penalty: 4270.175781
	Iteration 35Q: 3 clusters Score -979723.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 3004 members 
Entering Unmasked Estep 
Score: -979734.187500 Penalty: 4270.175781
	Iteration 36Q: 3 clusters Score -979734.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2455 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -979739.750000 Penalty: 4270.175781
	Iteration 37Q: 3 clusters Score -979739.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 3043 members 
Entering Unmasked Estep 
Score: -979744.937500 Penalty: 4270.175781
	Iteration 38Q: 3 clusters Score -979744.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -979752.375000 Penalty: 4270.175781
	Iteration 39Q: 3 clusters Score -979752.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2403 members 
Mstep: Class 2 contains 3079 members 
Entering Unmasked Estep 
Score: -979758.875000 Penalty: 4270.175781
	Iteration 40F: 3 clusters Score -979758.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2390 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -979762.375000 Penalty: 4270.175781
	Iteration 41Q: 3 clusters Score -979762.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -979766.187500 Penalty: 4270.175781
	Iteration 42Q: 3 clusters Score -979766.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2366 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -979772.125000 Penalty: 4270.175781
	Iteration 43Q: 3 clusters Score -979772.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 3125 members 
Entering Unmasked Estep 
Score: -979776.750000 Penalty: 4270.175781
	Iteration 44Q: 3 clusters Score -979776.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2341 members 
Mstep: Class 2 contains 3141 members 
Entering Unmasked Estep 
Score: -979786.062500 Penalty: 4270.175781
	Iteration 45Q: 3 clusters Score -979786.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2324 members 
Mstep: Class 2 contains 3158 members 
Entering Unmasked Estep 
Score: -979793.562500 Penalty: 4270.175781
	Iteration 46Q: 3 clusters Score -979793.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2311 members 
Mstep: Class 2 contains 3171 members 
Entering Unmasked Estep 
Score: -979797.937500 Penalty: 4270.175781
	Iteration 47Q: 3 clusters Score -979797.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2294 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -979801.437500 Penalty: 4270.175781
	Iteration 48Q: 3 clusters Score -979801.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2280 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -979805.875000 Penalty: 4270.175781
	Iteration 49Q: 3 clusters Score -979805.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2260 members 
Mstep: Class 2 contains 3222 members 
Entering Unmasked Estep 
Score: -979813.125000 Penalty: 4270.175781
	Iteration 50Q: 3 clusters Score -979813.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 3238 members 
Entering Unmasked Estep 
Score: -979817.687500 Penalty: 4270.175781
	Iteration 51Q: 3 clusters Score -979817.7 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -979822.062500 Penalty: 4270.175781
	Iteration 52Q: 3 clusters Score -979822.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2206 members 
Mstep: Class 2 contains 3276 members 
Entering Unmasked Estep 
Score: -979832.812500 Penalty: 4270.175781
	Iteration 53Q: 3 clusters Score -979832.8 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -979837.375000 Penalty: 4270.175781
	Iteration 54Q: 3 clusters Score -979837.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2163 members 
Mstep: Class 2 contains 3319 members 
Entering Unmasked Estep 
Score: -979844.500000 Penalty: 4270.175781
	Iteration 55Q: 3 clusters Score -979844.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 3335 members 
Entering Unmasked Estep 
Score: -979849.937500 Penalty: 4270.175781
	Iteration 56Q: 3 clusters Score -979849.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2133 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -979856.250000 Penalty: 4270.175781
	Iteration 57Q: 3 clusters Score -979856.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 3363 members 
Entering Unmasked Estep 
Score: -979856.812500 Penalty: 4270.175781
	Iteration 58Q: 3 clusters Score -979856.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 3377 members 
Entering Unmasked Estep 
Score: -979860.375000 Penalty: 4270.175781
	Iteration 59Q: 3 clusters Score -979860.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -979864.937500 Penalty: 4270.175781
	Iteration 60F: 3 clusters Score -979864.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2084 members 
Mstep: Class 2 contains 3398 members 
Entering Unmasked Estep 
Score: -979867.750000 Penalty: 4270.175781
	Iteration 61Q: 3 clusters Score -979867.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 3412 members 
Entering Unmasked Estep 
Score: -979873.187500 Penalty: 4270.175781
	Iteration 62Q: 3 clusters Score -979873.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2059 members 
Mstep: Class 2 contains 3423 members 
Entering Unmasked Estep 
Score: -979878.062500 Penalty: 4270.175781
	Iteration 63Q: 3 clusters Score -979878.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3434 members 
Entering Unmasked Estep 
Score: -979880.937500 Penalty: 4270.175781
	Iteration 64Q: 3 clusters Score -979880.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -979883.062500 Penalty: 4270.175781
	Iteration 65Q: 3 clusters Score -979883.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2030 members 
Mstep: Class 2 contains 3452 members 
Entering Unmasked Estep 
Score: -979885.500000 Penalty: 4270.175781
	Iteration 66Q: 3 clusters Score -979885.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 3457 members 
Entering Unmasked Estep 
Score: -979884.937500 Penalty: 4270.175781
	Iteration 67Q: 3 clusters Score -979884.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2018 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -979889.375000 Penalty: 4270.175781
	Iteration 68Q: 3 clusters Score -979889.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -979889.812500 Penalty: 4270.175781
	Iteration 69Q: 3 clusters Score -979889.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 3474 members 
Entering Unmasked Estep 
Score: -979889.812500 Penalty: 4270.175781
	Iteration 70Q: 3 clusters Score -979889.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -979893.875000 Penalty: 4270.175781
	Iteration 71Q: 3 clusters Score -979893.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2004 members 
Mstep: Class 2 contains 3478 members 
Entering Unmasked Estep 
Score: -979892.875000 Penalty: 4270.175781
	Iteration 72Q: 3 clusters Score -979892.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -979894.625000 Penalty: 4270.175781
	Iteration 73Q: 3 clusters Score -979894.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -979895.000000 Penalty: 4270.175781
	Iteration 74Q: 3 clusters Score -979895 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 3488 members 
Entering Unmasked Estep 
Score: -979894.937500 Penalty: 4270.175781
	Iteration 75Q: 3 clusters Score -979894.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -979897.500000 Penalty: 4270.175781
	Iteration 76Q: 3 clusters Score -979897.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 3499 members 
Entering Unmasked Estep 
Score: -979901.250000 Penalty: 4270.175781
	Iteration 77Q: 3 clusters Score -979901.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 3505 members 
Entering Unmasked Estep 
Score: -979901.625000 Penalty: 4270.175781
	Iteration 78Q: 3 clusters Score -979901.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1974 members 
Mstep: Class 2 contains 3508 members 
Entering Unmasked Estep 
Score: -979902.625000 Penalty: 4270.175781
	Iteration 79Q: 3 clusters Score -979902.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1971 members 
Mstep: Class 2 contains 3511 members 
Entering Unmasked Estep 
Score: -979904.500000 Penalty: 4270.175781
	Iteration 80F: 3 clusters Score -979904.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1970 members 
Mstep: Class 2 contains 3512 members 
Entering Unmasked Estep 
Score: -979903.562500 Penalty: 4270.175781
	Iteration 81Q: 3 clusters Score -979903.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1966 members 
Mstep: Class 2 contains 3516 members 
Entering Unmasked Estep 
Score: -979904.312500 Penalty: 4270.175781
	Iteration 82Q: 3 clusters Score -979904.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -979906.187500 Penalty: 4270.175781
	Iteration 83Q: 3 clusters Score -979906.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 3517 members 
Entering Unmasked Estep 
Score: -979906.187500 Penalty: 4270.175781
	Iteration 84F: 3 clusters Score -979906.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6019 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6019 members 
Entering Unmasked Estep 
Score: -1053840.625000 Penalty: 2158.263916
	Iteration 0F: 2 clusters Score -1053841 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3038 members 
Mstep: Class 2 contains 2981 members 
Entering Unmasked Estep 
Score: -1048668.500000 Penalty: 4316.527832
	Iteration 0F: 3 clusters Score -1048668 nChanged 2385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -1050152.625000 Penalty: 4316.527832
	Iteration 1F: 3 clusters Score -1050153 nChanged 547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2858 members 
Mstep: Class 2 contains 3161 members 
Entering Unmasked Estep 
Score: -1050586.125000 Penalty: 4316.527832
	Iteration 2F: 3 clusters Score -1050586 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2699 members 
Mstep: Class 2 contains 3320 members 
Entering Unmasked Estep 
Score: -1050908.000000 Penalty: 4316.527832
	Iteration 3F: 3 clusters Score -1050908 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2565 members 
Mstep: Class 2 contains 3454 members 
Entering Unmasked Estep 
Score: -1051135.250000 Penalty: 4316.527832
	Iteration 4F: 3 clusters Score -1051135 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 3570 members 
Entering Unmasked Estep 
Score: -1051321.000000 Penalty: 4316.527832
	Iteration 5Q: 3 clusters Score -1051321 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -1051494.250000 Penalty: 4316.527832
	Iteration 6Q: 3 clusters Score -1051494 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 3732 members 
Entering Unmasked Estep 
Score: -1051657.500000 Penalty: 4316.527832
	Iteration 7Q: 3 clusters Score -1051658 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 3761 members 
Entering Unmasked Estep 
Score: -1051756.750000 Penalty: 4316.527832
	Iteration 8Q: 3 clusters Score -1051757 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 3765 members 
Entering Unmasked Estep 
Score: -1051855.875000 Penalty: 4316.527832
	Iteration 9Q: 3 clusters Score -1051856 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2265 members 
Mstep: Class 2 contains 3754 members 
Entering Unmasked Estep 
Score: -1051940.375000 Penalty: 4316.527832
	Iteration 10Q: 3 clusters Score -1051940 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2269 members 
Mstep: Class 2 contains 3750 members 
Entering Unmasked Estep 
Score: -1052015.125000 Penalty: 4316.527832
	Iteration 11Q: 3 clusters Score -1052015 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2297 members 
Mstep: Class 2 contains 3722 members 
Entering Unmasked Estep 
Score: -1052088.250000 Penalty: 4316.527832
	Iteration 12Q: 3 clusters Score -1052088 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2352 members 
Mstep: Class 2 contains 3667 members 
Entering Unmasked Estep 
Score: -1052175.500000 Penalty: 4316.527832
	Iteration 13Q: 3 clusters Score -1052176 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2424 members 
Mstep: Class 2 contains 3595 members 
Entering Unmasked Estep 
Score: -1052273.875000 Penalty: 4316.527832
	Iteration 14Q: 3 clusters Score -1052274 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1052383.000000 Penalty: 4316.527832
	Iteration 15Q: 3 clusters Score -1052383 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -1052478.875000 Penalty: 4316.527832
	Iteration 16Q: 3 clusters Score -1052479 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 3280 members 
Entering Unmasked Estep 
Score: -1052563.625000 Penalty: 4316.527832
	Iteration 17Q: 3 clusters Score -1052564 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 3152 members 
Entering Unmasked Estep 
Score: -1052667.750000 Penalty: 4316.527832
	Iteration 18Q: 3 clusters Score -1052668 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -1052774.250000 Penalty: 4316.527832
	Iteration 19Q: 3 clusters Score -1052774 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -1052875.375000 Penalty: 4316.527832
	Iteration 20F: 3 clusters Score -1052875 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3231 members 
Mstep: Class 2 contains 2788 members 
Entering Unmasked Estep 
Score: -1052965.250000 Penalty: 4316.527832
	Iteration 21Q: 3 clusters Score -1052965 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3336 members 
Mstep: Class 2 contains 2683 members 
Entering Unmasked Estep 
Score: -1053029.125000 Penalty: 4316.527832
	Iteration 22Q: 3 clusters Score -1053029 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1053086.625000 Penalty: 4316.527832
	Iteration 23Q: 3 clusters Score -1053087 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3478 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -1053127.375000 Penalty: 4316.527832
	Iteration 24Q: 3 clusters Score -1053127 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -1053161.125000 Penalty: 4316.527832
	Iteration 25Q: 3 clusters Score -1053161 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3603 members 
Mstep: Class 2 contains 2416 members 
Entering Unmasked Estep 
Score: -1053189.125000 Penalty: 4316.527832
	Iteration 26Q: 3 clusters Score -1053189 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3655 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -1053212.000000 Penalty: 4316.527832
	Iteration 27Q: 3 clusters Score -1053212 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -1053229.375000 Penalty: 4316.527832
	Iteration 28Q: 3 clusters Score -1053229 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3719 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1053246.750000 Penalty: 4316.527832
	Iteration 29Q: 3 clusters Score -1053247 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1053260.000000 Penalty: 4316.527832
	Iteration 30Q: 3 clusters Score -1053260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3775 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1053271.250000 Penalty: 4316.527832
	Iteration 31Q: 3 clusters Score -1053271 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 2220 members 
Entering Unmasked Estep 
Score: -1053282.875000 Penalty: 4316.527832
	Iteration 32Q: 3 clusters Score -1053283 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3819 members 
Mstep: Class 2 contains 2200 members 
Entering Unmasked Estep 
Score: -1053291.250000 Penalty: 4316.527832
	Iteration 33Q: 3 clusters Score -1053291 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3831 members 
Mstep: Class 2 contains 2188 members 
Entering Unmasked Estep 
Score: -1053295.250000 Penalty: 4316.527832
	Iteration 34Q: 3 clusters Score -1053295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3843 members 
Mstep: Class 2 contains 2176 members 
Entering Unmasked Estep 
Score: -1053297.625000 Penalty: 4316.527832
	Iteration 35Q: 3 clusters Score -1053298 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3850 members 
Mstep: Class 2 contains 2169 members 
Entering Unmasked Estep 
Score: -1053301.750000 Penalty: 4316.527832
	Iteration 36Q: 3 clusters Score -1053302 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3859 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -1053305.500000 Penalty: 4316.527832
	Iteration 37Q: 3 clusters Score -1053306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3867 members 
Mstep: Class 2 contains 2152 members 
Entering Unmasked Estep 
Score: -1053306.875000 Penalty: 4316.527832
	Iteration 38Q: 3 clusters Score -1053307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3870 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -1053307.375000 Penalty: 4316.527832
	Iteration 39Q: 3 clusters Score -1053307 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 2146 members 
Entering Unmasked Estep 
Score: -1053308.500000 Penalty: 4316.527832
	Iteration 40F: 3 clusters Score -1053308 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3877 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -1053310.375000 Penalty: 4316.527832
	Iteration 41Q: 3 clusters Score -1053310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3881 members 
Mstep: Class 2 contains 2138 members 
Entering Unmasked Estep 
Score: -1053312.500000 Penalty: 4316.527832
	Iteration 42Q: 3 clusters Score -1053312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3886 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -1053312.125000 Penalty: 4316.527832
	Iteration 43Q: 3 clusters Score -1053312 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1053313.000000 Penalty: 4316.527832
	Iteration 44Q: 3 clusters Score -1053313 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3888 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -1053312.625000 Penalty: 4316.527832
	Iteration 45Q: 3 clusters Score -1053313 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3892 members 
Mstep: Class 2 contains 2127 members 
Entering Unmasked Estep 
Score: -1053314.875000 Penalty: 4316.527832
	Iteration 46Q: 3 clusters Score -1053315 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3896 members 
Mstep: Class 2 contains 2123 members 
Entering Unmasked Estep 
Score: -1053317.125000 Penalty: 4316.527832
	Iteration 47Q: 3 clusters Score -1053317 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3901 members 
Mstep: Class 2 contains 2118 members 
Entering Unmasked Estep 
Score: -1053317.500000 Penalty: 4316.527832
	Iteration 48Q: 3 clusters Score -1053318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3905 members 
Mstep: Class 2 contains 2114 members 
Entering Unmasked Estep 
Score: -1053318.125000 Penalty: 4316.527832
	Iteration 49Q: 3 clusters Score -1053318 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3907 members 
Mstep: Class 2 contains 2112 members 
Entering Unmasked Estep 
Score: -1053317.375000 Penalty: 4316.527832
	Iteration 50Q: 3 clusters Score -1053317 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3910 members 
Mstep: Class 2 contains 2109 members 
Entering Unmasked Estep 
Score: -1053319.125000 Penalty: 4316.527832
	Iteration 51Q: 3 clusters Score -1053319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3913 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -1053319.750000 Penalty: 4316.527832
	Iteration 52Q: 3 clusters Score -1053320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3915 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -1053322.500000 Penalty: 4316.527832
	Iteration 53Q: 3 clusters Score -1053322 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3919 members 
Mstep: Class 2 contains 2100 members 
Entering Unmasked Estep 
Score: -1053322.500000 Penalty: 4316.527832
	Iteration 54Q: 3 clusters Score -1053322 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2097 members 
Entering Unmasked Estep 
Score: -1053323.000000 Penalty: 4316.527832
	Iteration 55Q: 3 clusters Score -1053323 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3923 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -1053322.875000 Penalty: 4316.527832
	Iteration 56Q: 3 clusters Score -1053323 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3925 members 
Mstep: Class 2 contains 2094 members 
Entering Unmasked Estep 
Score: -1053325.375000 Penalty: 4316.527832
	Iteration 57Q: 3 clusters Score -1053325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -1053324.875000 Penalty: 4316.527832
	Iteration 58Q: 3 clusters Score -1053325 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3927 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1053326.500000 Penalty: 4316.527832
	Iteration 59Q: 3 clusters Score -1053326 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3931 members 
Mstep: Class 2 contains 2088 members 
Entering Unmasked Estep 
Score: -1053325.125000 Penalty: 4316.527832
	Iteration 60F: 3 clusters Score -1053325 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3936 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -1053326.625000 Penalty: 4316.527832
	Iteration 61Q: 3 clusters Score -1053327 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2079 members 
Entering Unmasked Estep 
Score: -1053327.375000 Penalty: 4316.527832
	Iteration 62Q: 3 clusters Score -1053327 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3943 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1053329.625000 Penalty: 4316.527832
	Iteration 63Q: 3 clusters Score -1053330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3944 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -1053330.250000 Penalty: 4316.527832
	Iteration 64Q: 3 clusters Score -1053330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3947 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -1053332.875000 Penalty: 4316.527832
	Iteration 65Q: 3 clusters Score -1053333 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 2067 members 
Entering Unmasked Estep 
Score: -1053331.125000 Penalty: 4316.527832
	Iteration 66Q: 3 clusters Score -1053331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3958 members 
Mstep: Class 2 contains 2061 members 
Entering Unmasked Estep 
Score: -1053334.750000 Penalty: 4316.527832
	Iteration 67Q: 3 clusters Score -1053335 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 2054 members 
Entering Unmasked Estep 
Score: -1053336.625000 Penalty: 4316.527832
	Iteration 68Q: 3 clusters Score -1053337 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 2047 members 
Entering Unmasked Estep 
Score: -1053343.000000 Penalty: 4316.527832
	Iteration 69Q: 3 clusters Score -1053343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3982 members 
Mstep: Class 2 contains 2037 members 
Entering Unmasked Estep 
Score: -1053349.750000 Penalty: 4316.527832
	Iteration 70Q: 3 clusters Score -1053350 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2024 members 
Entering Unmasked Estep 
Score: -1053357.750000 Penalty: 4316.527832
	Iteration 71Q: 3 clusters Score -1053358 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -1053365.375000 Penalty: 4316.527832
	Iteration 72Q: 3 clusters Score -1053365 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -1053372.750000 Penalty: 4316.527832
	Iteration 73Q: 3 clusters Score -1053373 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1053376.500000 Penalty: 4316.527832
	Iteration 74Q: 3 clusters Score -1053376 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1970 members 
Entering Unmasked Estep 
Score: -1053386.250000 Penalty: 4316.527832
	Iteration 75Q: 3 clusters Score -1053386 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4073 members 
Mstep: Class 2 contains 1946 members 
Entering Unmasked Estep 
Score: -1053397.625000 Penalty: 4316.527832
	Iteration 76Q: 3 clusters Score -1053398 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -1053402.375000 Penalty: 4316.527832
	Iteration 77Q: 3 clusters Score -1053402 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -1053405.250000 Penalty: 4316.527832
	Iteration 78Q: 3 clusters Score -1053405 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4107 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -1053409.375000 Penalty: 4316.527832
	Iteration 79Q: 3 clusters Score -1053409 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4115 members 
Mstep: Class 2 contains 1904 members 
Entering Unmasked Estep 
Score: -1053412.375000 Penalty: 4316.527832
	Iteration 80F: 3 clusters Score -1053412 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4120 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -1053415.125000 Penalty: 4316.527832
	Iteration 81Q: 3 clusters Score -1053415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -1053414.375000 Penalty: 4316.527832
	Iteration 82Q: 3 clusters Score -1053414 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4124 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -1053416.500000 Penalty: 4316.527832
	Iteration 83Q: 3 clusters Score -1053416 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1053416.750000 Penalty: 4316.527832
	Iteration 84Q: 3 clusters Score -1053417 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4126 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -1053418.375000 Penalty: 4316.527832
	Iteration 85Q: 3 clusters Score -1053418 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1053417.000000 Penalty: 4316.527832
	Iteration 86Q: 3 clusters Score -1053417 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4127 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -1053417.000000 Penalty: 4316.527832
	Iteration 87F: 3 clusters Score -1053417 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -25563.052734 Penalty: 1295.985107
	Iteration 0F: 2 clusters Score -25563.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 103 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -24683.607422 Penalty: 2591.970215
	Iteration 0F: 3 clusters Score -24683.61 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24804.951172 Penalty: 2591.970215
	Iteration 1F: 3 clusters Score -24804.95 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24832.880859 Penalty: 2591.970215
	Iteration 2Q: 3 clusters Score -24832.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24834.097656 Penalty: 2591.970215
	Iteration 3Q: 3 clusters Score -24834.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24834.097656 Penalty: 2591.970215
	Iteration 4F: 3 clusters Score -24834.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30967 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30967 members 
Entering Unmasked Estep 
Score: -5906779.500000 Penalty: 2564.488037
	Iteration 0F: 2 clusters Score -5906780 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15444 members 
Mstep: Class 2 contains 15523 members 
Entering Unmasked Estep 
Score: -5885712.500000 Penalty: 5128.976074
	Iteration 0F: 3 clusters Score -5885712 nChanged 14000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14886 members 
Mstep: Class 2 contains 16081 members 
Entering Unmasked Estep 
Score: -5893193.000000 Penalty: 5128.976074
	Iteration 1F: 3 clusters Score -5893193 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14546 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -5893609.500000 Penalty: 5128.976074
	Iteration 2Q: 3 clusters Score -5893610 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14065 members 
Mstep: Class 2 contains 16902 members 
Entering Unmasked Estep 
Score: -5894029.000000 Penalty: 5128.976074
	Iteration 3Q: 3 clusters Score -5894029 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13473 members 
Mstep: Class 2 contains 17494 members 
Entering Unmasked Estep 
Score: -5894427.500000 Penalty: 5128.976074
	Iteration 4Q: 3 clusters Score -5894428 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12647 members 
Mstep: Class 2 contains 18320 members 
Entering Unmasked Estep 
Score: -5894881.000000 Penalty: 5128.976074
	Iteration 5Q: 3 clusters Score -5894881 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 19416 members 
Entering Unmasked Estep 
Score: -5895427.500000 Penalty: 5128.976074
	Iteration 6Q: 3 clusters Score -5895428 nChanged 1450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10221 members 
Mstep: Class 2 contains 20746 members 
Entering Unmasked Estep 
Score: -5896179.000000 Penalty: 5128.976074
	Iteration 7Q: 3 clusters Score -5896179 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8531 members 
Mstep: Class 2 contains 22436 members 
Entering Unmasked Estep 
Score: -5897274.000000 Penalty: 5128.976074
	Iteration 8F: 3 clusters Score -5897274 nChanged 2052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 24476 members 
Entering Unmasked Estep 
Score: -5898798.000000 Penalty: 5128.976074
	Iteration 9F: 3 clusters Score -5898798 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4391 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -5900621.500000 Penalty: 5128.976074
	Iteration 10F: 3 clusters Score -5900622 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 28388 members 
Entering Unmasked Estep 
Score: -5902286.500000 Penalty: 5128.976074
	Iteration 11F: 3 clusters Score -5902286 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1339 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -5903409.500000 Penalty: 5128.976074
	Iteration 12Q: 3 clusters Score -5903410 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 30235 members 
Entering Unmasked Estep 
Score: -5903964.000000 Penalty: 5128.976074
	Iteration 13Q: 3 clusters Score -5903964 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 30482 members 
Entering Unmasked Estep 
Score: -5904236.000000 Penalty: 5128.976074
	Iteration 14Q: 3 clusters Score -5904236 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 377 members 
Mstep: Class 2 contains 30590 members 
Entering Unmasked Estep 
Score: -5904352.500000 Penalty: 5128.976074
	Iteration 15Q: 3 clusters Score -5904352 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -5904413.000000 Penalty: 5128.976074
	Iteration 16Q: 3 clusters Score -5904413 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 30670 members 
Entering Unmasked Estep 
Score: -5904471.500000 Penalty: 5128.976074
	Iteration 17Q: 3 clusters Score -5904472 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 30688 members 
Entering Unmasked Estep 
Score: -5904506.000000 Penalty: 5128.976074
	Iteration 18Q: 3 clusters Score -5904506 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 30699 members 
Entering Unmasked Estep 
Score: -5904535.000000 Penalty: 5128.976074
	Iteration 19Q: 3 clusters Score -5904535 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 30706 members 
Entering Unmasked Estep 
Score: -5904554.000000 Penalty: 5128.976074
	Iteration 20F: 3 clusters Score -5904554 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 30711 members 
Entering Unmasked Estep 
Score: -5904557.500000 Penalty: 5128.976074
	Iteration 21Q: 3 clusters Score -5904558 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -5904568.000000 Penalty: 5128.976074
	Iteration 22Q: 3 clusters Score -5904568 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 30718 members 
Entering Unmasked Estep 
Score: -5904570.500000 Penalty: 5128.976074
	Iteration 23Q: 3 clusters Score -5904570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -5904574.500000 Penalty: 5128.976074
	Iteration 24Q: 3 clusters Score -5904574 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -5904576.000000 Penalty: 5128.976074
	Iteration 25Q: 3 clusters Score -5904576 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 30717 members 
Entering Unmasked Estep 
Score: -5904576.000000 Penalty: 5128.976074
	Iteration 26F: 3 clusters Score -5904576 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (43095 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43095 members 
Entering Unmasked Estep 
Score: -8022777.000000 Penalty: 2646.448242
	Iteration 0F: 2 clusters Score -8022777 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21471 members 
Mstep: Class 2 contains 21624 members 
Entering Unmasked Estep 
Score: -7994112.000000 Penalty: 5292.896484
	Iteration 0F: 3 clusters Score -7994112 nChanged 19942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20555 members 
Mstep: Class 2 contains 22540 members 
Entering Unmasked Estep 
Score: -8004983.000000 Penalty: 5292.896484
	Iteration 1F: 3 clusters Score -8004983 nChanged 2057
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20028 members 
Mstep: Class 2 contains 23067 members 
Entering Unmasked Estep 
Score: -8005724.000000 Penalty: 5292.896484
	Iteration 2Q: 3 clusters Score -8005724 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19274 members 
Mstep: Class 2 contains 23821 members 
Entering Unmasked Estep 
Score: -8006314.500000 Penalty: 5292.896484
	Iteration 3Q: 3 clusters Score -8006314 nChanged 1892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18230 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -8007051.500000 Penalty: 5292.896484
	Iteration 4Q: 3 clusters Score -8007052 nChanged 1900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -8007875.000000 Penalty: 5292.896484
	Iteration 5Q: 3 clusters Score -8007875 nChanged 2048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15084 members 
Mstep: Class 2 contains 28011 members 
Entering Unmasked Estep 
Score: -8008966.500000 Penalty: 5292.896484
	Iteration 6Q: 3 clusters Score -8008966 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13055 members 
Mstep: Class 2 contains 30040 members 
Entering Unmasked Estep 
Score: -8010345.500000 Penalty: 5292.896484
	Iteration 7F: 3 clusters Score -8010346 nChanged 2389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10804 members 
Mstep: Class 2 contains 32291 members 
Entering Unmasked Estep 
Score: -8012036.500000 Penalty: 5292.896484
	Iteration 8F: 3 clusters Score -8012036 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 34574 members 
Entering Unmasked Estep 
Score: -8013825.500000 Penalty: 5292.896484
	Iteration 9F: 3 clusters Score -8013826 nChanged 2182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6413 members 
Mstep: Class 2 contains 36682 members 
Entering Unmasked Estep 
Score: -8015525.500000 Penalty: 5292.896484
	Iteration 10F: 3 clusters Score -8015526 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4713 members 
Mstep: Class 2 contains 38382 members 
Entering Unmasked Estep 
Score: -8016902.000000 Penalty: 5292.896484
	Iteration 11Q: 3 clusters Score -8016902 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3415 members 
Mstep: Class 2 contains 39680 members 
Entering Unmasked Estep 
Score: -8017984.000000 Penalty: 5292.896484
	Iteration 12Q: 3 clusters Score -8017984 nChanged 969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 40629 members 
Entering Unmasked Estep 
Score: -8018734.500000 Penalty: 5292.896484
	Iteration 13Q: 3 clusters Score -8018734 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1853 members 
Mstep: Class 2 contains 41242 members 
Entering Unmasked Estep 
Score: -8019213.500000 Penalty: 5292.896484
	Iteration 14Q: 3 clusters Score -8019214 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
Score: -8019563.500000 Penalty: 5292.896484
	Iteration 15Q: 3 clusters Score -8019564 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 41939 members 
Entering Unmasked Estep 
Score: -8019746.500000 Penalty: 5292.896484
	Iteration 16Q: 3 clusters Score -8019746 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 42110 members 
Entering Unmasked Estep 
Score: -8019906.000000 Penalty: 5292.896484
	Iteration 17Q: 3 clusters Score -8019906 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42260 members 
Entering Unmasked Estep 
Score: -8020073.500000 Penalty: 5292.896484
	Iteration 18Q: 3 clusters Score -8020074 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 42355 members 
Entering Unmasked Estep 
Score: -8020169.000000 Penalty: 5292.896484
	Iteration 19Q: 3 clusters Score -8020169 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 42424 members 
Entering Unmasked Estep 
Score: -8020231.500000 Penalty: 5292.896484
	Iteration 20F: 3 clusters Score -8020232 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42471 members 
Entering Unmasked Estep 
Score: -8020271.000000 Penalty: 5292.896484
	Iteration 21Q: 3 clusters Score -8020271 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 42498 members 
Entering Unmasked Estep 
Score: -8020306.000000 Penalty: 5292.896484
	Iteration 22Q: 3 clusters Score -8020306 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 42514 members 
Entering Unmasked Estep 
Score: -8020327.000000 Penalty: 5292.896484
	Iteration 23Q: 3 clusters Score -8020327 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 42527 members 
Entering Unmasked Estep 
Score: -8020330.500000 Penalty: 5292.896484
	Iteration 24Q: 3 clusters Score -8020330 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 42541 members 
Entering Unmasked Estep 
Score: -8020347.500000 Penalty: 5292.896484
	Iteration 25Q: 3 clusters Score -8020348 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 42557 members 
Entering Unmasked Estep 
Score: -8020347.500000 Penalty: 5292.896484
	Iteration 26Q: 3 clusters Score -8020348 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 42572 members 
Entering Unmasked Estep 
Score: -8020374.000000 Penalty: 5292.896484
	Iteration 27Q: 3 clusters Score -8020374 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 42581 members 
Entering Unmasked Estep 
Score: -8020385.000000 Penalty: 5292.896484
	Iteration 28Q: 3 clusters Score -8020385 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 42591 members 
Entering Unmasked Estep 
Score: -8020394.000000 Penalty: 5292.896484
	Iteration 29Q: 3 clusters Score -8020394 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 498 members 
Mstep: Class 2 contains 42597 members 
Entering Unmasked Estep 
Score: -8020407.000000 Penalty: 5292.896484
	Iteration 30Q: 3 clusters Score -8020407 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 42606 members 
Entering Unmasked Estep 
Score: -8020411.000000 Penalty: 5292.896484
	Iteration 31Q: 3 clusters Score -8020411 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 42608 members 
Entering Unmasked Estep 
Score: -8020413.500000 Penalty: 5292.896484
	Iteration 32Q: 3 clusters Score -8020414 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 484 members 
Mstep: Class 2 contains 42611 members 
Entering Unmasked Estep 
Score: -8020423.500000 Penalty: 5292.896484
	Iteration 33Q: 3 clusters Score -8020424 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 483 members 
Mstep: Class 2 contains 42612 members 
Entering Unmasked Estep 
Score: -8020427.500000 Penalty: 5292.896484
	Iteration 34Q: 3 clusters Score -8020428 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 42616 members 
Entering Unmasked Estep 
Score: -8020433.500000 Penalty: 5292.896484
	Iteration 35Q: 3 clusters Score -8020434 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 42620 members 
Entering Unmasked Estep 
Score: -8020436.500000 Penalty: 5292.896484
	Iteration 36Q: 3 clusters Score -8020436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 42623 members 
Entering Unmasked Estep 
Score: -8020434.000000 Penalty: 5292.896484
	Iteration 37Q: 3 clusters Score -8020434 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 42629 members 
Entering Unmasked Estep 
Score: -8020438.500000 Penalty: 5292.896484
	Iteration 38Q: 3 clusters Score -8020438 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 42631 members 
Entering Unmasked Estep 
Score: -8020436.000000 Penalty: 5292.896484
	Iteration 39Q: 3 clusters Score -8020436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 42630 members 
Entering Unmasked Estep 
Score: -8020435.500000 Penalty: 5292.896484
	Iteration 40F: 3 clusters Score -8020436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 42632 members 
Entering Unmasked Estep 
Score: -8020437.000000 Penalty: 5292.896484
	Iteration 41Q: 3 clusters Score -8020437 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 42638 members 
Entering Unmasked Estep 
Score: -8020437.500000 Penalty: 5292.896484
	Iteration 42Q: 3 clusters Score -8020438 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 42641 members 
Entering Unmasked Estep 
Score: -8020444.500000 Penalty: 5292.896484
	Iteration 43Q: 3 clusters Score -8020444 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 42645 members 
Entering Unmasked Estep 
Score: -8020451.000000 Penalty: 5292.896484
	Iteration 44Q: 3 clusters Score -8020451 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 42649 members 
Entering Unmasked Estep 
Score: -8020456.500000 Penalty: 5292.896484
	Iteration 45Q: 3 clusters Score -8020456 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 42652 members 
Entering Unmasked Estep 
Score: -8020463.500000 Penalty: 5292.896484
	Iteration 46Q: 3 clusters Score -8020464 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 42653 members 
Entering Unmasked Estep 
Score: -8020467.500000 Penalty: 5292.896484
	Iteration 47Q: 3 clusters Score -8020468 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 42655 members 
Entering Unmasked Estep 
Score: -8020472.000000 Penalty: 5292.896484
	Iteration 48Q: 3 clusters Score -8020472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -8020479.000000 Penalty: 5292.896484
	Iteration 49Q: 3 clusters Score -8020479 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -8020474.500000 Penalty: 5292.896484
	Iteration 50Q: 3 clusters Score -8020474 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 42657 members 
Entering Unmasked Estep 
Score: -8020474.500000 Penalty: 5292.896484
	Iteration 51F: 3 clusters Score -8020474 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (29114 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29114 members 
Entering Unmasked Estep 
Score: -5568471.500000 Penalty: 2549.185791
	Iteration 0F: 2 clusters Score -5568472 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14473 members 
Mstep: Class 2 contains 14641 members 
Entering Unmasked Estep 
Score: -5548682.500000 Penalty: 5098.371582
	Iteration 0F: 3 clusters Score -5548682 nChanged 13111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14102 members 
Mstep: Class 2 contains 15012 members 
Entering Unmasked Estep 
Score: -5555875.000000 Penalty: 5098.371582
	Iteration 1F: 3 clusters Score -5555875 nChanged 1420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13920 members 
Mstep: Class 2 contains 15194 members 
Entering Unmasked Estep 
Score: -5556401.000000 Penalty: 5098.371582
	Iteration 2Q: 3 clusters Score -5556401 nChanged 1396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13690 members 
Mstep: Class 2 contains 15424 members 
Entering Unmasked Estep 
Score: -5557014.000000 Penalty: 5098.371582
	Iteration 3Q: 3 clusters Score -5557014 nChanged 1449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13311 members 
Mstep: Class 2 contains 15803 members 
Entering Unmasked Estep 
Score: -5557763.000000 Penalty: 5098.371582
	Iteration 4Q: 3 clusters Score -5557763 nChanged 1559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12760 members 
Mstep: Class 2 contains 16354 members 
Entering Unmasked Estep 
Score: -5558770.000000 Penalty: 5098.371582
	Iteration 5F: 3 clusters Score -5558770 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12082 members 
Mstep: Class 2 contains 17032 members 
Entering Unmasked Estep 
Score: -5560039.000000 Penalty: 5098.371582
	Iteration 6F: 3 clusters Score -5560039 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11290 members 
Mstep: Class 2 contains 17824 members 
Entering Unmasked Estep 
Score: -5561548.000000 Penalty: 5098.371582
	Iteration 7F: 3 clusters Score -5561548 nChanged 1952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10546 members 
Mstep: Class 2 contains 18568 members 
Entering Unmasked Estep 
Score: -5563361.500000 Penalty: 5098.371582
	Iteration 8F: 3 clusters Score -5563362 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10008 members 
Mstep: Class 2 contains 19106 members 
Entering Unmasked Estep 
Score: -5564767.500000 Penalty: 5098.371582
	Iteration 9F: 3 clusters Score -5564768 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 19518 members 
Entering Unmasked Estep 
Score: -5565459.500000 Penalty: 5098.371582
	Iteration 10Q: 3 clusters Score -5565460 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 19839 members 
Entering Unmasked Estep 
Score: -5565863.000000 Penalty: 5098.371582
	Iteration 11Q: 3 clusters Score -5565863 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9016 members 
Mstep: Class 2 contains 20098 members 
Entering Unmasked Estep 
Score: -5566100.500000 Penalty: 5098.371582
	Iteration 12Q: 3 clusters Score -5566100 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8819 members 
Mstep: Class 2 contains 20295 members 
Entering Unmasked Estep 
Score: -5566258.500000 Penalty: 5098.371582
	Iteration 13Q: 3 clusters Score -5566258 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8681 members 
Mstep: Class 2 contains 20433 members 
Entering Unmasked Estep 
Score: -5566362.500000 Penalty: 5098.371582
	Iteration 14Q: 3 clusters Score -5566362 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8593 members 
Mstep: Class 2 contains 20521 members 
Entering Unmasked Estep 
Score: -5566427.500000 Penalty: 5098.371582
	Iteration 15Q: 3 clusters Score -5566428 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8548 members 
Mstep: Class 2 contains 20566 members 
Entering Unmasked Estep 
Score: -5566466.000000 Penalty: 5098.371582
	Iteration 16Q: 3 clusters Score -5566466 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8515 members 
Mstep: Class 2 contains 20599 members 
Entering Unmasked Estep 
Score: -5566494.000000 Penalty: 5098.371582
	Iteration 17Q: 3 clusters Score -5566494 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8478 members 
Mstep: Class 2 contains 20636 members 
Entering Unmasked Estep 
Score: -5566506.000000 Penalty: 5098.371582
	Iteration 18Q: 3 clusters Score -5566506 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8448 members 
Mstep: Class 2 contains 20666 members 
Entering Unmasked Estep 
Score: -5566517.500000 Penalty: 5098.371582
	Iteration 19Q: 3 clusters Score -5566518 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8427 members 
Mstep: Class 2 contains 20687 members 
Entering Unmasked Estep 
Score: -5566537.000000 Penalty: 5098.371582
	Iteration 20F: 3 clusters Score -5566537 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8388 members 
Mstep: Class 2 contains 20726 members 
Entering Unmasked Estep 
Score: -5566532.500000 Penalty: 5098.371582
	Iteration 21Q: 3 clusters Score -5566532 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8352 members 
Mstep: Class 2 contains 20762 members 
Entering Unmasked Estep 
Score: -5566548.000000 Penalty: 5098.371582
	Iteration 22Q: 3 clusters Score -5566548 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 20796 members 
Entering Unmasked Estep 
Score: -5566559.000000 Penalty: 5098.371582
	Iteration 23Q: 3 clusters Score -5566559 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8290 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -5566568.000000 Penalty: 5098.371582
	Iteration 24Q: 3 clusters Score -5566568 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8260 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -5566583.000000 Penalty: 5098.371582
	Iteration 25Q: 3 clusters Score -5566583 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 20883 members 
Entering Unmasked Estep 
Score: -5566597.000000 Penalty: 5098.371582
	Iteration 26Q: 3 clusters Score -5566597 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8207 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -5566598.500000 Penalty: 5098.371582
	Iteration 27Q: 3 clusters Score -5566598 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8188 members 
Mstep: Class 2 contains 20926 members 
Entering Unmasked Estep 
Score: -5566607.000000 Penalty: 5098.371582
	Iteration 28Q: 3 clusters Score -5566607 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8173 members 
Mstep: Class 2 contains 20941 members 
Entering Unmasked Estep 
Score: -5566606.000000 Penalty: 5098.371582
	Iteration 29Q: 3 clusters Score -5566606 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 20955 members 
Entering Unmasked Estep 
Score: -5566617.000000 Penalty: 5098.371582
	Iteration 30Q: 3 clusters Score -5566617 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8154 members 
Mstep: Class 2 contains 20960 members 
Entering Unmasked Estep 
Score: -5566616.000000 Penalty: 5098.371582
	Iteration 31Q: 3 clusters Score -5566616 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8145 members 
Mstep: Class 2 contains 20969 members 
Entering Unmasked Estep 
Score: -5566607.000000 Penalty: 5098.371582
	Iteration 32Q: 3 clusters Score -5566607 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8141 members 
Mstep: Class 2 contains 20973 members 
Entering Unmasked Estep 
Score: -5566599.000000 Penalty: 5098.371582
	Iteration 33Q: 3 clusters Score -5566599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8140 members 
Mstep: Class 2 contains 20974 members 
Entering Unmasked Estep 
Score: -5566600.500000 Penalty: 5098.371582
	Iteration 34Q: 3 clusters Score -5566600 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8135 members 
Mstep: Class 2 contains 20979 members 
Entering Unmasked Estep 
Score: -5566606.500000 Penalty: 5098.371582
	Iteration 35Q: 3 clusters Score -5566606 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8128 members 
Mstep: Class 2 contains 20986 members 
Entering Unmasked Estep 
Score: -5566604.000000 Penalty: 5098.371582
	Iteration 36Q: 3 clusters Score -5566604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 20989 members 
Entering Unmasked Estep 
Score: -5566604.500000 Penalty: 5098.371582
	Iteration 37Q: 3 clusters Score -5566604 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8122 members 
Mstep: Class 2 contains 20992 members 
Entering Unmasked Estep 
Score: -5566608.500000 Penalty: 5098.371582
	Iteration 38Q: 3 clusters Score -5566608 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5566605.500000 Penalty: 5098.371582
	Iteration 39Q: 3 clusters Score -5566606 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8121 members 
Mstep: Class 2 contains 20993 members 
Entering Unmasked Estep 
Score: -5566607.000000 Penalty: 5098.371582
	Iteration 40F: 3 clusters Score -5566607 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8120 members 
Mstep: Class 2 contains 20994 members 
Entering Unmasked Estep 
Score: -5566606.500000 Penalty: 5098.371582
	Iteration 41Q: 3 clusters Score -5566606 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 20995 members 
Entering Unmasked Estep 
Score: -5566609.000000 Penalty: 5098.371582
	Iteration 42Q: 3 clusters Score -5566609 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8118 members 
Mstep: Class 2 contains 20996 members 
Entering Unmasked Estep 
Score: -5566603.500000 Penalty: 5098.371582
	Iteration 43Q: 3 clusters Score -5566604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -5566603.500000 Penalty: 5098.371582
	Iteration 44Q: 3 clusters Score -5566604 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8117 members 
Mstep: Class 2 contains 20997 members 
Entering Unmasked Estep 
Score: -5566603.500000 Penalty: 5098.371582
	Iteration 45F: 3 clusters Score -5566604 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Entering Unmasked Estep 
Score: -725182.750000 Penalty: 2039.193237
	Iteration 0F: 2 clusters Score -725182.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -721410.687500 Penalty: 4078.386475
	Iteration 0F: 3 clusters Score -721410.7 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 1819 members 
Entering Unmasked Estep 
Score: -722171.187500 Penalty: 4078.386475
	Iteration 1F: 3 clusters Score -722171.2 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -722331.750000 Penalty: 4078.386475
	Iteration 2F: 3 clusters Score -722331.8 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -722421.500000 Penalty: 4078.386475
	Iteration 3Q: 3 clusters Score -722421.5 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -722479.750000 Penalty: 4078.386475
	Iteration 4Q: 3 clusters Score -722479.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -722524.000000 Penalty: 4078.386475
	Iteration 5Q: 3 clusters Score -722524 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1794 members 
Entering Unmasked Estep 
Score: -722554.562500 Penalty: 4078.386475
	Iteration 6Q: 3 clusters Score -722554.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -722575.250000 Penalty: 4078.386475
	Iteration 7Q: 3 clusters Score -722575.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1929 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -722592.625000 Penalty: 4078.386475
	Iteration 8Q: 3 clusters Score -722592.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -722610.187500 Penalty: 4078.386475
	Iteration 9Q: 3 clusters Score -722610.2 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1960 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -722622.812500 Penalty: 4078.386475
	Iteration 10Q: 3 clusters Score -722622.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1965 members 
Mstep: Class 2 contains 1759 members 
Entering Unmasked Estep 
Score: -722636.937500 Penalty: 4078.386475
	Iteration 11Q: 3 clusters Score -722636.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1978 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -722650.812500 Penalty: 4078.386475
	Iteration 12Q: 3 clusters Score -722650.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -722659.062500 Penalty: 4078.386475
	Iteration 13Q: 3 clusters Score -722659.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -722665.687500 Penalty: 4078.386475
	Iteration 14Q: 3 clusters Score -722665.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1992 members 
Mstep: Class 2 contains 1732 members 
Entering Unmasked Estep 
Score: -722669.062500 Penalty: 4078.386475
	Iteration 15Q: 3 clusters Score -722669.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1994 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -722669.437500 Penalty: 4078.386475
	Iteration 16Q: 3 clusters Score -722669.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -722671.562500 Penalty: 4078.386475
	Iteration 17Q: 3 clusters Score -722671.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -722674.625000 Penalty: 4078.386475
	Iteration 18Q: 3 clusters Score -722674.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 1729 members 
Entering Unmasked Estep 
Score: -722674.625000 Penalty: 4078.386475
	Iteration 19Q: 3 clusters Score -722674.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -722675.937500 Penalty: 4078.386475
	Iteration 20F: 3 clusters Score -722675.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1998 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -722679.500000 Penalty: 4078.386475
	Iteration 21Q: 3 clusters Score -722679.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -722678.875000 Penalty: 4078.386475
	Iteration 22Q: 3 clusters Score -722678.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -722680.062500 Penalty: 4078.386475
	Iteration 23Q: 3 clusters Score -722680.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2003 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -722681.312500 Penalty: 4078.386475
	Iteration 24Q: 3 clusters Score -722681.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -722681.875000 Penalty: 4078.386475
	Iteration 25Q: 3 clusters Score -722681.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -722681.500000 Penalty: 4078.386475
	Iteration 26Q: 3 clusters Score -722681.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 1722 members 
Entering Unmasked Estep 
Score: -722681.500000 Penalty: 4078.386475
	Iteration 27F: 3 clusters Score -722681.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6884 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6884 members 
Entering Unmasked Estep 
Score: -1255202.250000 Penalty: 2191.564941
	Iteration 0F: 2 clusters Score -1255202 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3510 members 
Mstep: Class 2 contains 3374 members 
Entering Unmasked Estep 
Score: -1249548.750000 Penalty: 4383.129883
	Iteration 0F: 3 clusters Score -1249549 nChanged 2723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 3333 members 
Entering Unmasked Estep 
Score: -1251311.750000 Penalty: 4383.129883
	Iteration 1F: 3 clusters Score -1251312 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3452 members 
Mstep: Class 2 contains 3432 members 
Entering Unmasked Estep 
Score: -1252089.000000 Penalty: 4383.129883
	Iteration 2F: 3 clusters Score -1252089 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3250 members 
Mstep: Class 2 contains 3634 members 
Entering Unmasked Estep 
Score: -1252995.375000 Penalty: 4383.129883
	Iteration 3F: 3 clusters Score -1252995 nChanged 679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 3879 members 
Entering Unmasked Estep 
Score: -1253833.250000 Penalty: 4383.129883
	Iteration 4F: 3 clusters Score -1253833 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2832 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -1254304.250000 Penalty: 4383.129883
	Iteration 5F: 3 clusters Score -1254304 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2740 members 
Mstep: Class 2 contains 4144 members 
Entering Unmasked Estep 
Score: -1254496.625000 Penalty: 4383.129883
	Iteration 6Q: 3 clusters Score -1254497 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2694 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -1254597.750000 Penalty: 4383.129883
	Iteration 7Q: 3 clusters Score -1254598 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2664 members 
Mstep: Class 2 contains 4220 members 
Entering Unmasked Estep 
Score: -1254646.500000 Penalty: 4383.129883
	Iteration 8Q: 3 clusters Score -1254646 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 4251 members 
Entering Unmasked Estep 
Score: -1254674.000000 Penalty: 4383.129883
	Iteration 9Q: 3 clusters Score -1254674 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2598 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1254693.625000 Penalty: 4383.129883
	Iteration 10Q: 3 clusters Score -1254694 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2562 members 
Mstep: Class 2 contains 4322 members 
Entering Unmasked Estep 
Score: -1254713.250000 Penalty: 4383.129883
	Iteration 11Q: 3 clusters Score -1254713 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 4354 members 
Entering Unmasked Estep 
Score: -1254728.875000 Penalty: 4383.129883
	Iteration 12Q: 3 clusters Score -1254729 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 4376 members 
Entering Unmasked Estep 
Score: -1254734.625000 Penalty: 4383.129883
	Iteration 13Q: 3 clusters Score -1254735 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2485 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1254742.625000 Penalty: 4383.129883
	Iteration 14Q: 3 clusters Score -1254743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2463 members 
Mstep: Class 2 contains 4421 members 
Entering Unmasked Estep 
Score: -1254751.125000 Penalty: 4383.129883
	Iteration 15Q: 3 clusters Score -1254751 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2449 members 
Mstep: Class 2 contains 4435 members 
Entering Unmasked Estep 
Score: -1254752.875000 Penalty: 4383.129883
	Iteration 16Q: 3 clusters Score -1254753 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 4443 members 
Entering Unmasked Estep 
Score: -1254753.750000 Penalty: 4383.129883
	Iteration 17Q: 3 clusters Score -1254754 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2435 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1254757.625000 Penalty: 4383.129883
	Iteration 18Q: 3 clusters Score -1254758 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1254758.250000 Penalty: 4383.129883
	Iteration 19Q: 3 clusters Score -1254758 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 4462 members 
Entering Unmasked Estep 
Score: -1254757.875000 Penalty: 4383.129883
	Iteration 20F: 3 clusters Score -1254758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2419 members 
Mstep: Class 2 contains 4465 members 
Entering Unmasked Estep 
Score: -1254759.125000 Penalty: 4383.129883
	Iteration 21Q: 3 clusters Score -1254759 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1254759.375000 Penalty: 4383.129883
	Iteration 22Q: 3 clusters Score -1254759 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2412 members 
Mstep: Class 2 contains 4472 members 
Entering Unmasked Estep 
Score: -1254763.375000 Penalty: 4383.129883
	Iteration 23Q: 3 clusters Score -1254763 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2408 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -1254763.375000 Penalty: 4383.129883
	Iteration 24Q: 3 clusters Score -1254763 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1254764.375000 Penalty: 4383.129883
	Iteration 25Q: 3 clusters Score -1254764 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1254766.500000 Penalty: 4383.129883
	Iteration 26Q: 3 clusters Score -1254766 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1254765.375000 Penalty: 4383.129883
	Iteration 27Q: 3 clusters Score -1254765 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1254764.875000 Penalty: 4383.129883
	Iteration 28Q: 3 clusters Score -1254765 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 4484 members 
Entering Unmasked Estep 
Score: -1254767.875000 Penalty: 4383.129883
	Iteration 29Q: 3 clusters Score -1254768 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1254767.500000 Penalty: 4383.129883
	Iteration 30Q: 3 clusters Score -1254768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2399 members 
Mstep: Class 2 contains 4485 members 
Entering Unmasked Estep 
Score: -1254767.500000 Penalty: 4383.129883
	Iteration 31F: 3 clusters Score -1254768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41526 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41526 members 
Entering Unmasked Estep 
Score: -7981047.000000 Penalty: 2637.250732
	Iteration 0F: 2 clusters Score -7981047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20593 members 
Mstep: Class 2 contains 20933 members 
Entering Unmasked Estep 
Score: -7955081.500000 Penalty: 5274.501465
	Iteration 0F: 3 clusters Score -7955082 nChanged 18947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -7965449.500000 Penalty: 5274.501465
	Iteration 1F: 3 clusters Score -7965450 nChanged 1969
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18803 members 
Mstep: Class 2 contains 22723 members 
Entering Unmasked Estep 
Score: -7966067.000000 Penalty: 5274.501465
	Iteration 2Q: 3 clusters Score -7966067 nChanged 1878
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17843 members 
Mstep: Class 2 contains 23683 members 
Entering Unmasked Estep 
Score: -7966641.000000 Penalty: 5274.501465
	Iteration 3Q: 3 clusters Score -7966641 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 24919 members 
Entering Unmasked Estep 
Score: -7967271.000000 Penalty: 5274.501465
	Iteration 4Q: 3 clusters Score -7967271 nChanged 1998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15007 members 
Mstep: Class 2 contains 26519 members 
Entering Unmasked Estep 
Score: -7968127.500000 Penalty: 5274.501465
	Iteration 5Q: 3 clusters Score -7968128 nChanged 2285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13066 members 
Mstep: Class 2 contains 28460 members 
Entering Unmasked Estep 
Score: -7969403.000000 Penalty: 5274.501465
	Iteration 6F: 3 clusters Score -7969403 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10912 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -7970997.000000 Penalty: 5274.501465
	Iteration 7F: 3 clusters Score -7970997 nChanged 2416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8692 members 
Mstep: Class 2 contains 32834 members 
Entering Unmasked Estep 
Score: -7972821.000000 Penalty: 5274.501465
	Iteration 8F: 3 clusters Score -7972821 nChanged 2121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 34777 members 
Entering Unmasked Estep 
Score: -7974511.000000 Penalty: 5274.501465
	Iteration 9F: 3 clusters Score -7974511 nChanged 1676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5207 members 
Mstep: Class 2 contains 36319 members 
Entering Unmasked Estep 
Score: -7975834.000000 Penalty: 5274.501465
	Iteration 10Q: 3 clusters Score -7975834 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4078 members 
Mstep: Class 2 contains 37448 members 
Entering Unmasked Estep 
Score: -7976716.000000 Penalty: 5274.501465
	Iteration 11Q: 3 clusters Score -7976716 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3238 members 
Mstep: Class 2 contains 38288 members 
Entering Unmasked Estep 
Score: -7977299.000000 Penalty: 5274.501465
	Iteration 12Q: 3 clusters Score -7977299 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2591 members 
Mstep: Class 2 contains 38935 members 
Entering Unmasked Estep 
Score: -7977684.500000 Penalty: 5274.501465
	Iteration 13Q: 3 clusters Score -7977684 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2106 members 
Mstep: Class 2 contains 39420 members 
Entering Unmasked Estep 
Score: -7977968.000000 Penalty: 5274.501465
	Iteration 14Q: 3 clusters Score -7977968 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1751 members 
Mstep: Class 2 contains 39775 members 
Entering Unmasked Estep 
Score: -7978133.500000 Penalty: 5274.501465
	Iteration 15Q: 3 clusters Score -7978134 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1483 members 
Mstep: Class 2 contains 40043 members 
Entering Unmasked Estep 
Score: -7978302.500000 Penalty: 5274.501465
	Iteration 16Q: 3 clusters Score -7978302 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 40254 members 
Entering Unmasked Estep 
Score: -7978389.500000 Penalty: 5274.501465
	Iteration 17Q: 3 clusters Score -7978390 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 40418 members 
Entering Unmasked Estep 
Score: -7978507.000000 Penalty: 5274.501465
	Iteration 18Q: 3 clusters Score -7978507 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 40550 members 
Entering Unmasked Estep 
Score: -7978594.000000 Penalty: 5274.501465
	Iteration 19Q: 3 clusters Score -7978594 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 40645 members 
Entering Unmasked Estep 
Score: -7978670.000000 Penalty: 5274.501465
	Iteration 20F: 3 clusters Score -7978670 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -7978717.500000 Penalty: 5274.501465
	Iteration 21Q: 3 clusters Score -7978718 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 749 members 
Mstep: Class 2 contains 40777 members 
Entering Unmasked Estep 
Score: -7978766.000000 Penalty: 5274.501465
	Iteration 22Q: 3 clusters Score -7978766 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 40828 members 
Entering Unmasked Estep 
Score: -7978785.500000 Penalty: 5274.501465
	Iteration 23Q: 3 clusters Score -7978786 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 40860 members 
Entering Unmasked Estep 
Score: -7978795.500000 Penalty: 5274.501465
	Iteration 24Q: 3 clusters Score -7978796 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 40883 members 
Entering Unmasked Estep 
Score: -7978796.500000 Penalty: 5274.501465
	Iteration 25Q: 3 clusters Score -7978796 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 40902 members 
Entering Unmasked Estep 
Score: -7978813.000000 Penalty: 5274.501465
	Iteration 26Q: 3 clusters Score -7978813 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 40925 members 
Entering Unmasked Estep 
Score: -7978831.000000 Penalty: 5274.501465
	Iteration 27Q: 3 clusters Score -7978831 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 40944 members 
Entering Unmasked Estep 
Score: -7978842.500000 Penalty: 5274.501465
	Iteration 28Q: 3 clusters Score -7978842 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 40958 members 
Entering Unmasked Estep 
Score: -7978850.000000 Penalty: 5274.501465
	Iteration 29Q: 3 clusters Score -7978850 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 40967 members 
Entering Unmasked Estep 
Score: -7978863.500000 Penalty: 5274.501465
	Iteration 30Q: 3 clusters Score -7978864 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 40977 members 
Entering Unmasked Estep 
Score: -7978861.500000 Penalty: 5274.501465
	Iteration 31Q: 3 clusters Score -7978862 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 40981 members 
Entering Unmasked Estep 
Score: -7978861.500000 Penalty: 5274.501465
	Iteration 32Q: 3 clusters Score -7978862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 40982 members 
Entering Unmasked Estep 
Score: -7978869.000000 Penalty: 5274.501465
	Iteration 33Q: 3 clusters Score -7978869 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 40983 members 
Entering Unmasked Estep 
Score: -7978861.000000 Penalty: 5274.501465
	Iteration 34Q: 3 clusters Score -7978861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7978866.500000 Penalty: 5274.501465
	Iteration 35Q: 3 clusters Score -7978866 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 40984 members 
Entering Unmasked Estep 
Score: -7978866.500000 Penalty: 5274.501465
	Iteration 36F: 3 clusters Score -7978866 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (55008 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Entering Unmasked Estep 
Score: -10037538.000000 Penalty: 2706.978027
	Iteration 0F: 2 clusters Score -1.003754e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27548 members 
Mstep: Class 2 contains 27460 members 
Entering Unmasked Estep 
Score: -10001635.000000 Penalty: 5413.956055
	Iteration 0F: 3 clusters Score -1.000164e+07 nChanged 25512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29176 members 
Mstep: Class 2 contains 25832 members 
Entering Unmasked Estep 
Score: -10015926.000000 Penalty: 5413.956055
	Iteration 1F: 3 clusters Score -1.001593e+07 nChanged 2453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 24837 members 
Entering Unmasked Estep 
Score: -10016663.000000 Penalty: 5413.956055
	Iteration 2Q: 3 clusters Score -1.001666e+07 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 23470 members 
Entering Unmasked Estep 
Score: -10017559.000000 Penalty: 5413.956055
	Iteration 3Q: 3 clusters Score -1.001756e+07 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33382 members 
Mstep: Class 2 contains 21626 members 
Entering Unmasked Estep 
Score: -10018609.000000 Penalty: 5413.956055
	Iteration 4Q: 3 clusters Score -1.001861e+07 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35865 members 
Mstep: Class 2 contains 19143 members 
Entering Unmasked Estep 
Score: -10020033.000000 Penalty: 5413.956055
	Iteration 5F: 3 clusters Score -1.002003e+07 nChanged 3212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38939 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -10021998.000000 Penalty: 5413.956055
	Iteration 6F: 3 clusters Score -1.0022e+07 nChanged 3759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42654 members 
Mstep: Class 2 contains 12354 members 
Entering Unmasked Estep 
Score: -10024805.000000 Penalty: 5413.956055
	Iteration 7F: 3 clusters Score -1.00248e+07 nChanged 3958
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46584 members 
Mstep: Class 2 contains 8424 members 
Entering Unmasked Estep 
Score: -10028133.000000 Penalty: 5413.956055
	Iteration 8F: 3 clusters Score -1.002813e+07 nChanged 3335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49907 members 
Mstep: Class 2 contains 5101 members 
Entering Unmasked Estep 
Score: -10031112.000000 Penalty: 5413.956055
	Iteration 9F: 3 clusters Score -1.003111e+07 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52198 members 
Mstep: Class 2 contains 2810 members 
Entering Unmasked Estep 
Score: -10033082.000000 Penalty: 5413.956055
	Iteration 10Q: 3 clusters Score -1.003308e+07 nChanged 1311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53505 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -10034120.000000 Penalty: 5413.956055
	Iteration 11Q: 3 clusters Score -1.003412e+07 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54114 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -10034678.000000 Penalty: 5413.956055
	Iteration 12Q: 3 clusters Score -1.003468e+07 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54393 members 
Mstep: Class 2 contains 615 members 
Entering Unmasked Estep 
Score: -10034922.000000 Penalty: 5413.956055
	Iteration 13Q: 3 clusters Score -1.003492e+07 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54514 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -10035047.000000 Penalty: 5413.956055
	Iteration 14Q: 3 clusters Score -1.003505e+07 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54569 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -10035087.000000 Penalty: 5413.956055
	Iteration 15Q: 3 clusters Score -1.003509e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54599 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -10035122.000000 Penalty: 5413.956055
	Iteration 16Q: 3 clusters Score -1.003512e+07 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54617 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -10035156.000000 Penalty: 5413.956055
	Iteration 17Q: 3 clusters Score -1.003516e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54624 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -10035172.000000 Penalty: 5413.956055
	Iteration 18Q: 3 clusters Score -1.003517e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54631 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -10035195.000000 Penalty: 5413.956055
	Iteration 19Q: 3 clusters Score -1.00352e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54635 members 
Mstep: Class 2 contains 373 members 
Entering Unmasked Estep 
Score: -10035194.000000 Penalty: 5413.956055
	Iteration 20F: 3 clusters Score -1.003519e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54641 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -10035201.000000 Penalty: 5413.956055
	Iteration 21Q: 3 clusters Score -1.00352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10035203.000000 Penalty: 5413.956055
	Iteration 22Q: 3 clusters Score -1.00352e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54645 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -10035205.000000 Penalty: 5413.956055
	Iteration 23Q: 3 clusters Score -1.00352e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54646 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -10035209.000000 Penalty: 5413.956055
	Iteration 24Q: 3 clusters Score -1.003521e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10035211.000000 Penalty: 5413.956055
	Iteration 25Q: 3 clusters Score -1.003521e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10035223.000000 Penalty: 5413.956055
	Iteration 26Q: 3 clusters Score -1.003522e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10035232.000000 Penalty: 5413.956055
	Iteration 27Q: 3 clusters Score -1.003523e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54653 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -10035235.000000 Penalty: 5413.956055
	Iteration 28Q: 3 clusters Score -1.003524e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54651 members 
Mstep: Class 2 contains 357 members 
Entering Unmasked Estep 
Score: -10035232.000000 Penalty: 5413.956055
	Iteration 29Q: 3 clusters Score -1.003523e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10035223.000000 Penalty: 5413.956055
	Iteration 30Q: 3 clusters Score -1.003522e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54648 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -10035223.000000 Penalty: 5413.956055
	Iteration 31F: 3 clusters Score -1.003522e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (49984 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49984 members 
Entering Unmasked Estep 
Score: -9443645.000000 Penalty: 2683.225586
	Iteration 0F: 2 clusters Score -9443645 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25060 members 
Mstep: Class 2 contains 24924 members 
Entering Unmasked Estep 
Score: -9412136.000000 Penalty: 5366.451172
	Iteration 0F: 3 clusters Score -9412136 nChanged 23133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25131 members 
Mstep: Class 2 contains 24853 members 
Entering Unmasked Estep 
Score: -9424922.000000 Penalty: 5366.451172
	Iteration 1F: 3 clusters Score -9424922 nChanged 1906
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25251 members 
Mstep: Class 2 contains 24733 members 
Entering Unmasked Estep 
Score: -9425373.000000 Penalty: 5366.451172
	Iteration 2Q: 3 clusters Score -9425373 nChanged 1754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25415 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -9425765.000000 Penalty: 5366.451172
	Iteration 3Q: 3 clusters Score -9425765 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25716 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -9426188.000000 Penalty: 5366.451172
	Iteration 4Q: 3 clusters Score -9426188 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26110 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -9426604.000000 Penalty: 5366.451172
	Iteration 5Q: 3 clusters Score -9426604 nChanged 1624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26648 members 
Mstep: Class 2 contains 23336 members 
Entering Unmasked Estep 
Score: -9427104.000000 Penalty: 5366.451172
	Iteration 6Q: 3 clusters Score -9427104 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27390 members 
Mstep: Class 2 contains 22594 members 
Entering Unmasked Estep 
Score: -9427667.000000 Penalty: 5366.451172
	Iteration 7Q: 3 clusters Score -9427667 nChanged 1782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28368 members 
Mstep: Class 2 contains 21616 members 
Entering Unmasked Estep 
Score: -9428458.000000 Penalty: 5366.451172
	Iteration 8Q: 3 clusters Score -9428458 nChanged 1967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29545 members 
Mstep: Class 2 contains 20439 members 
Entering Unmasked Estep 
Score: -9429488.000000 Penalty: 5366.451172
	Iteration 9Q: 3 clusters Score -9429488 nChanged 2311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30908 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -9431062.000000 Penalty: 5366.451172
	Iteration 10Q: 3 clusters Score -9431062 nChanged 2622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32430 members 
Mstep: Class 2 contains 17554 members 
Entering Unmasked Estep 
Score: -9432959.000000 Penalty: 5366.451172
	Iteration 11F: 3 clusters Score -9432959 nChanged 2657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33755 members 
Mstep: Class 2 contains 16229 members 
Entering Unmasked Estep 
Score: -9434850.000000 Penalty: 5366.451172
	Iteration 12F: 3 clusters Score -9434850 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34700 members 
Mstep: Class 2 contains 15284 members 
Entering Unmasked Estep 
Score: -9436225.000000 Penalty: 5366.451172
	Iteration 13Q: 3 clusters Score -9436225 nChanged 1768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35384 members 
Mstep: Class 2 contains 14600 members 
Entering Unmasked Estep 
Score: -9437013.000000 Penalty: 5366.451172
	Iteration 14Q: 3 clusters Score -9437013 nChanged 1252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36016 members 
Mstep: Class 2 contains 13968 members 
Entering Unmasked Estep 
Score: -9437485.000000 Penalty: 5366.451172
	Iteration 15Q: 3 clusters Score -9437485 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36637 members 
Mstep: Class 2 contains 13347 members 
Entering Unmasked Estep 
Score: -9437844.000000 Penalty: 5366.451172
	Iteration 16Q: 3 clusters Score -9437844 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37206 members 
Mstep: Class 2 contains 12778 members 
Entering Unmasked Estep 
Score: -9438047.000000 Penalty: 5366.451172
	Iteration 17Q: 3 clusters Score -9438047 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37757 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -9438298.000000 Penalty: 5366.451172
	Iteration 18Q: 3 clusters Score -9438298 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38296 members 
Mstep: Class 2 contains 11688 members 
Entering Unmasked Estep 
Score: -9438491.000000 Penalty: 5366.451172
	Iteration 19Q: 3 clusters Score -9438491 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38811 members 
Mstep: Class 2 contains 11173 members 
Entering Unmasked Estep 
Score: -9438653.000000 Penalty: 5366.451172
	Iteration 20F: 3 clusters Score -9438653 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39317 members 
Mstep: Class 2 contains 10667 members 
Entering Unmasked Estep 
Score: -9438830.000000 Penalty: 5366.451172
	Iteration 21Q: 3 clusters Score -9438830 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39863 members 
Mstep: Class 2 contains 10121 members 
Entering Unmasked Estep 
Score: -9439062.000000 Penalty: 5366.451172
	Iteration 22Q: 3 clusters Score -9439062 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40423 members 
Mstep: Class 2 contains 9561 members 
Entering Unmasked Estep 
Score: -9439272.000000 Penalty: 5366.451172
	Iteration 23Q: 3 clusters Score -9439272 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40957 members 
Mstep: Class 2 contains 9027 members 
Entering Unmasked Estep 
Score: -9439444.000000 Penalty: 5366.451172
	Iteration 24Q: 3 clusters Score -9439444 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41437 members 
Mstep: Class 2 contains 8547 members 
Entering Unmasked Estep 
Score: -9439610.000000 Penalty: 5366.451172
	Iteration 25Q: 3 clusters Score -9439610 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41915 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -9439780.000000 Penalty: 5366.451172
	Iteration 26Q: 3 clusters Score -9439780 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42354 members 
Mstep: Class 2 contains 7630 members 
Entering Unmasked Estep 
Score: -9439913.000000 Penalty: 5366.451172
	Iteration 27Q: 3 clusters Score -9439913 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42773 members 
Mstep: Class 2 contains 7211 members 
Entering Unmasked Estep 
Score: -9440050.000000 Penalty: 5366.451172
	Iteration 28Q: 3 clusters Score -9440050 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43154 members 
Mstep: Class 2 contains 6830 members 
Entering Unmasked Estep 
Score: -9440171.000000 Penalty: 5366.451172
	Iteration 29Q: 3 clusters Score -9440171 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43494 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -9440275.000000 Penalty: 5366.451172
	Iteration 30Q: 3 clusters Score -9440275 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43808 members 
Mstep: Class 2 contains 6176 members 
Entering Unmasked Estep 
Score: -9440331.000000 Penalty: 5366.451172
	Iteration 31Q: 3 clusters Score -9440331 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44084 members 
Mstep: Class 2 contains 5900 members 
Entering Unmasked Estep 
Score: -9440397.000000 Penalty: 5366.451172
	Iteration 32Q: 3 clusters Score -9440397 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44331 members 
Mstep: Class 2 contains 5653 members 
Entering Unmasked Estep 
Score: -9440444.000000 Penalty: 5366.451172
	Iteration 33Q: 3 clusters Score -9440444 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44554 members 
Mstep: Class 2 contains 5430 members 
Entering Unmasked Estep 
Score: -9440501.000000 Penalty: 5366.451172
	Iteration 34Q: 3 clusters Score -9440501 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44778 members 
Mstep: Class 2 contains 5206 members 
Entering Unmasked Estep 
Score: -9440565.000000 Penalty: 5366.451172
	Iteration 35Q: 3 clusters Score -9440565 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45006 members 
Mstep: Class 2 contains 4978 members 
Entering Unmasked Estep 
Score: -9440623.000000 Penalty: 5366.451172
	Iteration 36Q: 3 clusters Score -9440623 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45218 members 
Mstep: Class 2 contains 4766 members 
Entering Unmasked Estep 
Score: -9440664.000000 Penalty: 5366.451172
	Iteration 37Q: 3 clusters Score -9440664 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45422 members 
Mstep: Class 2 contains 4562 members 
Entering Unmasked Estep 
Score: -9440718.000000 Penalty: 5366.451172
	Iteration 38Q: 3 clusters Score -9440718 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45628 members 
Mstep: Class 2 contains 4356 members 
Entering Unmasked Estep 
Score: -9440732.000000 Penalty: 5366.451172
	Iteration 39Q: 3 clusters Score -9440732 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45836 members 
Mstep: Class 2 contains 4148 members 
Entering Unmasked Estep 
Score: -9440783.000000 Penalty: 5366.451172
	Iteration 40F: 3 clusters Score -9440783 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46034 members 
Mstep: Class 2 contains 3950 members 
Entering Unmasked Estep 
Score: -9440818.000000 Penalty: 5366.451172
	Iteration 41Q: 3 clusters Score -9440818 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46227 members 
Mstep: Class 2 contains 3757 members 
Entering Unmasked Estep 
Score: -9440858.000000 Penalty: 5366.451172
	Iteration 42Q: 3 clusters Score -9440858 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46397 members 
Mstep: Class 2 contains 3587 members 
Entering Unmasked Estep 
Score: -9440887.000000 Penalty: 5366.451172
	Iteration 43Q: 3 clusters Score -9440887 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46551 members 
Mstep: Class 2 contains 3433 members 
Entering Unmasked Estep 
Score: -9440908.000000 Penalty: 5366.451172
	Iteration 44Q: 3 clusters Score -9440908 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46686 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -9440941.000000 Penalty: 5366.451172
	Iteration 45Q: 3 clusters Score -9440941 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46815 members 
Mstep: Class 2 contains 3169 members 
Entering Unmasked Estep 
Score: -9440971.000000 Penalty: 5366.451172
	Iteration 46Q: 3 clusters Score -9440971 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46931 members 
Mstep: Class 2 contains 3053 members 
Entering Unmasked Estep 
Score: -9441012.000000 Penalty: 5366.451172
	Iteration 47Q: 3 clusters Score -9441012 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47040 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -9441046.000000 Penalty: 5366.451172
	Iteration 48Q: 3 clusters Score -9441046 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47136 members 
Mstep: Class 2 contains 2848 members 
Entering Unmasked Estep 
Score: -9441060.000000 Penalty: 5366.451172
	Iteration 49Q: 3 clusters Score -9441060 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47229 members 
Mstep: Class 2 contains 2755 members 
Entering Unmasked Estep 
Score: -9441098.000000 Penalty: 5366.451172
	Iteration 50Q: 3 clusters Score -9441098 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47328 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -9441129.000000 Penalty: 5366.451172
	Iteration 51Q: 3 clusters Score -9441129 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47418 members 
Mstep: Class 2 contains 2566 members 
Entering Unmasked Estep 
Score: -9441141.000000 Penalty: 5366.451172
	Iteration 52Q: 3 clusters Score -9441141 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47482 members 
Mstep: Class 2 contains 2502 members 
Entering Unmasked Estep 
Score: -9441148.000000 Penalty: 5366.451172
	Iteration 53Q: 3 clusters Score -9441148 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47552 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -9441187.000000 Penalty: 5366.451172
	Iteration 54Q: 3 clusters Score -9441187 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47626 members 
Mstep: Class 2 contains 2358 members 
Entering Unmasked Estep 
Score: -9441227.000000 Penalty: 5366.451172
	Iteration 55Q: 3 clusters Score -9441227 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47697 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -9441258.000000 Penalty: 5366.451172
	Iteration 56Q: 3 clusters Score -9441258 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47766 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -9441260.000000 Penalty: 5366.451172
	Iteration 57Q: 3 clusters Score -9441260 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47830 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -9441264.000000 Penalty: 5366.451172
	Iteration 58Q: 3 clusters Score -9441264 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47877 members 
Mstep: Class 2 contains 2107 members 
Entering Unmasked Estep 
Score: -9441259.000000 Penalty: 5366.451172
	Iteration 59Q: 3 clusters Score -9441259 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47907 members 
Mstep: Class 2 contains 2077 members 
Entering Unmasked Estep 
Score: -9441256.000000 Penalty: 5366.451172
	Iteration 60F: 3 clusters Score -9441256 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47938 members 
Mstep: Class 2 contains 2046 members 
Entering Unmasked Estep 
Score: -9441304.000000 Penalty: 5366.451172
	Iteration 61Q: 3 clusters Score -9441304 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47966 members 
Mstep: Class 2 contains 2018 members 
Entering Unmasked Estep 
Score: -9441312.000000 Penalty: 5366.451172
	Iteration 62Q: 3 clusters Score -9441312 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47994 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -9441311.000000 Penalty: 5366.451172
	Iteration 63Q: 3 clusters Score -9441311 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48015 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -9441321.000000 Penalty: 5366.451172
	Iteration 64Q: 3 clusters Score -9441321 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48034 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -9441319.000000 Penalty: 5366.451172
	Iteration 65Q: 3 clusters Score -9441319 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48052 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -9441320.000000 Penalty: 5366.451172
	Iteration 66Q: 3 clusters Score -9441320 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48076 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -9441329.000000 Penalty: 5366.451172
	Iteration 67Q: 3 clusters Score -9441329 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48095 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -9441325.000000 Penalty: 5366.451172
	Iteration 68Q: 3 clusters Score -9441325 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48111 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -9441339.000000 Penalty: 5366.451172
	Iteration 69Q: 3 clusters Score -9441339 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48120 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -9441347.000000 Penalty: 5366.451172
	Iteration 70Q: 3 clusters Score -9441347 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48136 members 
Mstep: Class 2 contains 1848 members 
Entering Unmasked Estep 
Score: -9441322.000000 Penalty: 5366.451172
	Iteration 71Q: 3 clusters Score -9441322 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48144 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -9441315.000000 Penalty: 5366.451172
	Iteration 72Q: 3 clusters Score -9441315 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48153 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -9441332.000000 Penalty: 5366.451172
	Iteration 73Q: 3 clusters Score -9441332 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48159 members 
Mstep: Class 2 contains 1825 members 
Entering Unmasked Estep 
Score: -9441332.000000 Penalty: 5366.451172
	Iteration 74Q: 3 clusters Score -9441332 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48161 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -9441330.000000 Penalty: 5366.451172
	Iteration 75Q: 3 clusters Score -9441330 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48168 members 
Mstep: Class 2 contains 1816 members 
Entering Unmasked Estep 
Score: -9441331.000000 Penalty: 5366.451172
	Iteration 76Q: 3 clusters Score -9441331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48170 members 
Mstep: Class 2 contains 1814 members 
Entering Unmasked Estep 
Score: -9441328.000000 Penalty: 5366.451172
	Iteration 77Q: 3 clusters Score -9441328 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48174 members 
Mstep: Class 2 contains 1810 members 
Entering Unmasked Estep 
Score: -9441328.000000 Penalty: 5366.451172
	Iteration 78Q: 3 clusters Score -9441328 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9441331.000000 Penalty: 5366.451172
	Iteration 79Q: 3 clusters Score -9441331 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48175 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -9441343.000000 Penalty: 5366.451172
	Iteration 80F: 3 clusters Score -9441343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48179 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -9441344.000000 Penalty: 5366.451172
	Iteration 81Q: 3 clusters Score -9441344 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48180 members 
Mstep: Class 2 contains 1804 members 
Entering Unmasked Estep 
Score: -9441346.000000 Penalty: 5366.451172
	Iteration 82Q: 3 clusters Score -9441346 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48185 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -9441348.000000 Penalty: 5366.451172
	Iteration 83Q: 3 clusters Score -9441348 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48189 members 
Mstep: Class 2 contains 1795 members 
Entering Unmasked Estep 
Score: -9441343.000000 Penalty: 5366.451172
	Iteration 84Q: 3 clusters Score -9441343 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48193 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -9441352.000000 Penalty: 5366.451172
	Iteration 85Q: 3 clusters Score -9441352 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48195 members 
Mstep: Class 2 contains 1789 members 
Entering Unmasked Estep 
Score: -9441345.000000 Penalty: 5366.451172
	Iteration 86Q: 3 clusters Score -9441345 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48200 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -9441350.000000 Penalty: 5366.451172
	Iteration 87Q: 3 clusters Score -9441350 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48205 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -9441349.000000 Penalty: 5366.451172
	Iteration 88Q: 3 clusters Score -9441349 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48212 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -9441343.000000 Penalty: 5366.451172
	Iteration 89Q: 3 clusters Score -9441343 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48222 members 
Mstep: Class 2 contains 1762 members 
Entering Unmasked Estep 
Score: -9441365.000000 Penalty: 5366.451172
	Iteration 90Q: 3 clusters Score -9441365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -9441358.000000 Penalty: 5366.451172
	Iteration 91Q: 3 clusters Score -9441358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48233 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -9441349.000000 Penalty: 5366.451172
	Iteration 92Q: 3 clusters Score -9441349 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48242 members 
Mstep: Class 2 contains 1742 members 
Entering Unmasked Estep 
Score: -9441365.000000 Penalty: 5366.451172
	Iteration 93Q: 3 clusters Score -9441365 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48254 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9441378.000000 Penalty: 5366.451172
	Iteration 94Q: 3 clusters Score -9441378 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48264 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -9441372.000000 Penalty: 5366.451172
	Iteration 95Q: 3 clusters Score -9441372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48272 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -9441373.000000 Penalty: 5366.451172
	Iteration 96Q: 3 clusters Score -9441373 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48280 members 
Mstep: Class 2 contains 1704 members 
Entering Unmasked Estep 
Score: -9441364.000000 Penalty: 5366.451172
	Iteration 97Q: 3 clusters Score -9441364 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48293 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -9441386.000000 Penalty: 5366.451172
	Iteration 98Q: 3 clusters Score -9441386 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48309 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -9441379.000000 Penalty: 5366.451172
	Iteration 99Q: 3 clusters Score -9441379 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48316 members 
Mstep: Class 2 contains 1668 members 
Entering Unmasked Estep 
Score: -9441368.000000 Penalty: 5366.451172
	Iteration 100F: 3 clusters Score -9441368 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48320 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -9441371.000000 Penalty: 5366.451172
	Iteration 101Q: 3 clusters Score -9441371 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48326 members 
Mstep: Class 2 contains 1658 members 
Entering Unmasked Estep 
Score: -9441374.000000 Penalty: 5366.451172
	Iteration 102Q: 3 clusters Score -9441374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48333 members 
Mstep: Class 2 contains 1651 members 
Entering Unmasked Estep 
Score: -9441368.000000 Penalty: 5366.451172
	Iteration 103Q: 3 clusters Score -9441368 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48338 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -9441378.000000 Penalty: 5366.451172
	Iteration 104Q: 3 clusters Score -9441378 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48341 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -9441379.000000 Penalty: 5366.451172
	Iteration 105Q: 3 clusters Score -9441379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48345 members 
Mstep: Class 2 contains 1639 members 
Entering Unmasked Estep 
Score: -9441365.000000 Penalty: 5366.451172
	Iteration 106Q: 3 clusters Score -9441365 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48350 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -9441375.000000 Penalty: 5366.451172
	Iteration 107Q: 3 clusters Score -9441375 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48353 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9441375.000000 Penalty: 5366.451172
	Iteration 108Q: 3 clusters Score -9441375 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48355 members 
Mstep: Class 2 contains 1629 members 
Entering Unmasked Estep 
Score: -9441371.000000 Penalty: 5366.451172
	Iteration 109Q: 3 clusters Score -9441371 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48358 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -9441371.000000 Penalty: 5366.451172
	Iteration 110Q: 3 clusters Score -9441371 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9441375.000000 Penalty: 5366.451172
	Iteration 111Q: 3 clusters Score -9441375 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48362 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -9441380.000000 Penalty: 5366.451172
	Iteration 112Q: 3 clusters Score -9441380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48365 members 
Mstep: Class 2 contains 1619 members 
Entering Unmasked Estep 
Score: -9441379.000000 Penalty: 5366.451172
	Iteration 113Q: 3 clusters Score -9441379 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48366 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -9441388.000000 Penalty: 5366.451172
	Iteration 114Q: 3 clusters Score -9441388 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48367 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -9441383.000000 Penalty: 5366.451172
	Iteration 115Q: 3 clusters Score -9441383 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9441382.000000 Penalty: 5366.451172
	Iteration 116Q: 3 clusters Score -9441382 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48369 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -9441383.000000 Penalty: 5366.451172
	Iteration 117Q: 3 clusters Score -9441383 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9441384.000000 Penalty: 5366.451172
	Iteration 118Q: 3 clusters Score -9441384 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48371 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -9441381.000000 Penalty: 5366.451172
	Iteration 119Q: 3 clusters Score -9441381 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48372 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -9441381.000000 Penalty: 5366.451172
	Iteration 120F: 3 clusters Score -9441381 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4033 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4033 members 
Entering Unmasked Estep 
Score: -755864.125000 Penalty: 2058.961914
	Iteration 0F: 2 clusters Score -755864.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2007 members 
Mstep: Class 2 contains 2026 members 
Entering Unmasked Estep 
Score: -751985.187500 Penalty: 4117.923828
	Iteration 0F: 3 clusters Score -751985.2 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1941 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -752903.687500 Penalty: 4117.923828
	Iteration 1F: 3 clusters Score -752903.7 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -753134.625000 Penalty: 4117.923828
	Iteration 2F: 3 clusters Score -753134.6 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -753275.187500 Penalty: 4117.923828
	Iteration 3F: 3 clusters Score -753275.2 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1754 members 
Mstep: Class 2 contains 2279 members 
Entering Unmasked Estep 
Score: -753373.500000 Penalty: 4117.923828
	Iteration 4Q: 3 clusters Score -753373.5 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -753445.437500 Penalty: 4117.923828
	Iteration 5Q: 3 clusters Score -753445.4 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1629 members 
Mstep: Class 2 contains 2404 members 
Entering Unmasked Estep 
Score: -753502.437500 Penalty: 4117.923828
	Iteration 6Q: 3 clusters Score -753502.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1579 members 
Mstep: Class 2 contains 2454 members 
Entering Unmasked Estep 
Score: -753556.500000 Penalty: 4117.923828
	Iteration 7Q: 3 clusters Score -753556.5 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -753595.812500 Penalty: 4117.923828
	Iteration 8Q: 3 clusters Score -753595.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 2545 members 
Entering Unmasked Estep 
Score: -753642.375000 Penalty: 4117.923828
	Iteration 9Q: 3 clusters Score -753642.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1444 members 
Mstep: Class 2 contains 2589 members 
Entering Unmasked Estep 
Score: -753678.437500 Penalty: 4117.923828
	Iteration 10Q: 3 clusters Score -753678.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1411 members 
Mstep: Class 2 contains 2622 members 
Entering Unmasked Estep 
Score: -753699.937500 Penalty: 4117.923828
	Iteration 11Q: 3 clusters Score -753699.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1379 members 
Mstep: Class 2 contains 2654 members 
Entering Unmasked Estep 
Score: -753726.812500 Penalty: 4117.923828
	Iteration 12Q: 3 clusters Score -753726.8 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 2680 members 
Entering Unmasked Estep 
Score: -753747.500000 Penalty: 4117.923828
	Iteration 13Q: 3 clusters Score -753747.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1331 members 
Mstep: Class 2 contains 2702 members 
Entering Unmasked Estep 
Score: -753762.750000 Penalty: 4117.923828
	Iteration 14Q: 3 clusters Score -753762.8 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 2718 members 
Entering Unmasked Estep 
Score: -753775.000000 Penalty: 4117.923828
	Iteration 15Q: 3 clusters Score -753775 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -753796.812500 Penalty: 4117.923828
	Iteration 16Q: 3 clusters Score -753796.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1263 members 
Mstep: Class 2 contains 2770 members 
Entering Unmasked Estep 
Score: -753811.562500 Penalty: 4117.923828
	Iteration 17Q: 3 clusters Score -753811.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 2795 members 
Entering Unmasked Estep 
Score: -753823.562500 Penalty: 4117.923828
	Iteration 18Q: 3 clusters Score -753823.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -753836.937500 Penalty: 4117.923828
	Iteration 19Q: 3 clusters Score -753836.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 2818 members 
Entering Unmasked Estep 
Score: -753853.250000 Penalty: 4117.923828
	Iteration 20F: 3 clusters Score -753853.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 2831 members 
Entering Unmasked Estep 
Score: -753863.250000 Penalty: 4117.923828
	Iteration 21Q: 3 clusters Score -753863.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 2845 members 
Entering Unmasked Estep 
Score: -753874.187500 Penalty: 4117.923828
	Iteration 22Q: 3 clusters Score -753874.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -753881.687500 Penalty: 4117.923828
	Iteration 23Q: 3 clusters Score -753881.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 2863 members 
Entering Unmasked Estep 
Score: -753888.000000 Penalty: 4117.923828
	Iteration 24Q: 3 clusters Score -753888 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -753893.312500 Penalty: 4117.923828
	Iteration 25Q: 3 clusters Score -753893.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 2889 members 
Entering Unmasked Estep 
Score: -753900.312500 Penalty: 4117.923828
	Iteration 26Q: 3 clusters Score -753900.3 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -753907.250000 Penalty: 4117.923828
	Iteration 27Q: 3 clusters Score -753907.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 2912 members 
Entering Unmasked Estep 
Score: -753910.875000 Penalty: 4117.923828
	Iteration 28Q: 3 clusters Score -753910.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 2918 members 
Entering Unmasked Estep 
Score: -753916.562500 Penalty: 4117.923828
	Iteration 29Q: 3 clusters Score -753916.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1114 members 
Mstep: Class 2 contains 2919 members 
Entering Unmasked Estep 
Score: -753918.375000 Penalty: 4117.923828
	Iteration 30Q: 3 clusters Score -753918.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -753920.687500 Penalty: 4117.923828
	Iteration 31Q: 3 clusters Score -753920.7 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1105 members 
Mstep: Class 2 contains 2928 members 
Entering Unmasked Estep 
Score: -753924.000000 Penalty: 4117.923828
	Iteration 32Q: 3 clusters Score -753924 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1102 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -753928.000000 Penalty: 4117.923828
	Iteration 33Q: 3 clusters Score -753928 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1101 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -753928.187500 Penalty: 4117.923828
	Iteration 34Q: 3 clusters Score -753928.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1098 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -753930.000000 Penalty: 4117.923828
	Iteration 35Q: 3 clusters Score -753930 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1092 members 
Mstep: Class 2 contains 2941 members 
Entering Unmasked Estep 
Score: -753931.375000 Penalty: 4117.923828
	Iteration 36Q: 3 clusters Score -753931.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1084 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -753936.437500 Penalty: 4117.923828
	Iteration 37Q: 3 clusters Score -753936.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 2956 members 
Entering Unmasked Estep 
Score: -753940.375000 Penalty: 4117.923828
	Iteration 38Q: 3 clusters Score -753940.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 2965 members 
Entering Unmasked Estep 
Score: -753944.687500 Penalty: 4117.923828
	Iteration 39Q: 3 clusters Score -753944.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1053 members 
Mstep: Class 2 contains 2980 members 
Entering Unmasked Estep 
Score: -753951.187500 Penalty: 4117.923828
	Iteration 40F: 3 clusters Score -753951.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -753957.437500 Penalty: 4117.923828
	Iteration 41Q: 3 clusters Score -753957.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1038 members 
Mstep: Class 2 contains 2995 members 
Entering Unmasked Estep 
Score: -753958.437500 Penalty: 4117.923828
	Iteration 42Q: 3 clusters Score -753958.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1034 members 
Mstep: Class 2 contains 2999 members 
Entering Unmasked Estep 
Score: -753960.875000 Penalty: 4117.923828
	Iteration 43Q: 3 clusters Score -753960.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -753965.687500 Penalty: 4117.923828
	Iteration 44Q: 3 clusters Score -753965.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 3011 members 
Entering Unmasked Estep 
Score: -753967.375000 Penalty: 4117.923828
	Iteration 45Q: 3 clusters Score -753967.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 3017 members 
Entering Unmasked Estep 
Score: -753971.687500 Penalty: 4117.923828
	Iteration 46Q: 3 clusters Score -753971.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -753973.812500 Penalty: 4117.923828
	Iteration 47Q: 3 clusters Score -753973.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 3027 members 
Entering Unmasked Estep 
Score: -753978.250000 Penalty: 4117.923828
	Iteration 48Q: 3 clusters Score -753978.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -753978.937500 Penalty: 4117.923828
	Iteration 49Q: 3 clusters Score -753978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 3030 members 
Entering Unmasked Estep 
Score: -753981.437500 Penalty: 4117.923828
	Iteration 50Q: 3 clusters Score -753981.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -753982.687500 Penalty: 4117.923828
	Iteration 51Q: 3 clusters Score -753982.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 3040 members 
Entering Unmasked Estep 
Score: -753984.000000 Penalty: 4117.923828
	Iteration 52Q: 3 clusters Score -753984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 3048 members 
Entering Unmasked Estep 
Score: -753988.125000 Penalty: 4117.923828
	Iteration 53Q: 3 clusters Score -753988.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 977 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -753993.187500 Penalty: 4117.923828
	Iteration 54Q: 3 clusters Score -753993.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 974 members 
Mstep: Class 2 contains 3059 members 
Entering Unmasked Estep 
Score: -753993.937500 Penalty: 4117.923828
	Iteration 55Q: 3 clusters Score -753993.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -753998.500000 Penalty: 4117.923828
	Iteration 56Q: 3 clusters Score -753998.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 3068 members 
Entering Unmasked Estep 
Score: -754001.187500 Penalty: 4117.923828
	Iteration 57Q: 3 clusters Score -754001.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 3073 members 
Entering Unmasked Estep 
Score: -754002.812500 Penalty: 4117.923828
	Iteration 58Q: 3 clusters Score -754002.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 3078 members 
Entering Unmasked Estep 
Score: -754003.937500 Penalty: 4117.923828
	Iteration 59Q: 3 clusters Score -754003.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -754006.937500 Penalty: 4117.923828
	Iteration 60F: 3 clusters Score -754006.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 952 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -754009.562500 Penalty: 4117.923828
	Iteration 61Q: 3 clusters Score -754009.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 3084 members 
Entering Unmasked Estep 
Score: -754011.062500 Penalty: 4117.923828
	Iteration 62Q: 3 clusters Score -754011.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 3086 members 
Entering Unmasked Estep 
Score: -754009.875000 Penalty: 4117.923828
	Iteration 63Q: 3 clusters Score -754009.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 3090 members 
Entering Unmasked Estep 
Score: -754017.812500 Penalty: 4117.923828
	Iteration 64Q: 3 clusters Score -754017.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 937 members 
Mstep: Class 2 contains 3096 members 
Entering Unmasked Estep 
Score: -754018.125000 Penalty: 4117.923828
	Iteration 65Q: 3 clusters Score -754018.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 934 members 
Mstep: Class 2 contains 3099 members 
Entering Unmasked Estep 
Score: -754018.875000 Penalty: 4117.923828
	Iteration 66Q: 3 clusters Score -754018.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 929 members 
Mstep: Class 2 contains 3104 members 
Entering Unmasked Estep 
Score: -754024.062500 Penalty: 4117.923828
	Iteration 67Q: 3 clusters Score -754024.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 3110 members 
Entering Unmasked Estep 
Score: -754026.437500 Penalty: 4117.923828
	Iteration 68Q: 3 clusters Score -754026.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 3113 members 
Entering Unmasked Estep 
Score: -754028.187500 Penalty: 4117.923828
	Iteration 69Q: 3 clusters Score -754028.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 3114 members 
Entering Unmasked Estep 
Score: -754030.562500 Penalty: 4117.923828
	Iteration 70Q: 3 clusters Score -754030.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 917 members 
Mstep: Class 2 contains 3116 members 
Entering Unmasked Estep 
Score: -754031.125000 Penalty: 4117.923828
	Iteration 71Q: 3 clusters Score -754031.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -754030.312500 Penalty: 4117.923828
	Iteration 72Q: 3 clusters Score -754030.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 916 members 
Mstep: Class 2 contains 3117 members 
Entering Unmasked Estep 
Score: -754030.312500 Penalty: 4117.923828
	Iteration 73F: 3 clusters Score -754030.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (9523 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Entering Unmasked Estep 
Score: -1856755.125000 Penalty: 2272.043457
	Iteration 0F: 2 clusters Score -1856755 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 4736 members 
Entering Unmasked Estep 
Score: -1849368.875000 Penalty: 4544.086914
	Iteration 0F: 3 clusters Score -1849369 nChanged 3913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4930 members 
Mstep: Class 2 contains 4593 members 
Entering Unmasked Estep 
Score: -1851420.750000 Penalty: 4544.086914
	Iteration 1F: 3 clusters Score -1851421 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4974 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -1851700.125000 Penalty: 4544.086914
	Iteration 2F: 3 clusters Score -1851700 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5004 members 
Mstep: Class 2 contains 4519 members 
Entering Unmasked Estep 
Score: -1851890.250000 Penalty: 4544.086914
	Iteration 3Q: 3 clusters Score -1851890 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5056 members 
Mstep: Class 2 contains 4467 members 
Entering Unmasked Estep 
Score: -1852041.250000 Penalty: 4544.086914
	Iteration 4Q: 3 clusters Score -1852041 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5122 members 
Mstep: Class 2 contains 4401 members 
Entering Unmasked Estep 
Score: -1852174.500000 Penalty: 4544.086914
	Iteration 5Q: 3 clusters Score -1852174 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5205 members 
Mstep: Class 2 contains 4318 members 
Entering Unmasked Estep 
Score: -1852293.250000 Penalty: 4544.086914
	Iteration 6Q: 3 clusters Score -1852293 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5308 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -1852376.625000 Penalty: 4544.086914
	Iteration 7Q: 3 clusters Score -1852377 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5426 members 
Mstep: Class 2 contains 4097 members 
Entering Unmasked Estep 
Score: -1852469.000000 Penalty: 4544.086914
	Iteration 8Q: 3 clusters Score -1852469 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 3986 members 
Entering Unmasked Estep 
Score: -1852556.125000 Penalty: 4544.086914
	Iteration 9Q: 3 clusters Score -1852556 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5651 members 
Mstep: Class 2 contains 3872 members 
Entering Unmasked Estep 
Score: -1852621.000000 Penalty: 4544.086914
	Iteration 10Q: 3 clusters Score -1852621 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5777 members 
Mstep: Class 2 contains 3746 members 
Entering Unmasked Estep 
Score: -1852686.375000 Penalty: 4544.086914
	Iteration 11Q: 3 clusters Score -1852686 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5899 members 
Mstep: Class 2 contains 3624 members 
Entering Unmasked Estep 
Score: -1852745.250000 Penalty: 4544.086914
	Iteration 12Q: 3 clusters Score -1852745 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6025 members 
Mstep: Class 2 contains 3498 members 
Entering Unmasked Estep 
Score: -1852799.250000 Penalty: 4544.086914
	Iteration 13Q: 3 clusters Score -1852799 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6174 members 
Mstep: Class 2 contains 3349 members 
Entering Unmasked Estep 
Score: -1852856.625000 Penalty: 4544.086914
	Iteration 14Q: 3 clusters Score -1852857 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6348 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -1852929.750000 Penalty: 4544.086914
	Iteration 15Q: 3 clusters Score -1852930 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6534 members 
Mstep: Class 2 contains 2989 members 
Entering Unmasked Estep 
Score: -1853021.750000 Penalty: 4544.086914
	Iteration 16Q: 3 clusters Score -1853022 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6733 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -1853118.250000 Penalty: 4544.086914
	Iteration 17Q: 3 clusters Score -1853118 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6930 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1853233.625000 Penalty: 4544.086914
	Iteration 18Q: 3 clusters Score -1853234 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7155 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1853366.375000 Penalty: 4544.086914
	Iteration 19Q: 3 clusters Score -1853366 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 2156 members 
Entering Unmasked Estep 
Score: -1853495.375000 Penalty: 4544.086914
	Iteration 20F: 3 clusters Score -1853495 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7573 members 
Mstep: Class 2 contains 1950 members 
Entering Unmasked Estep 
Score: -1853619.875000 Penalty: 4544.086914
	Iteration 21Q: 3 clusters Score -1853620 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7789 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -1853762.500000 Penalty: 4544.086914
	Iteration 22Q: 3 clusters Score -1853762 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7981 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -1853901.250000 Penalty: 4544.086914
	Iteration 23Q: 3 clusters Score -1853901 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8179 members 
Mstep: Class 2 contains 1344 members 
Entering Unmasked Estep 
Score: -1854031.375000 Penalty: 4544.086914
	Iteration 24Q: 3 clusters Score -1854031 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1169 members 
Entering Unmasked Estep 
Score: -1854157.375000 Penalty: 4544.086914
	Iteration 25Q: 3 clusters Score -1854157 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8507 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -1854264.250000 Penalty: 4544.086914
	Iteration 26Q: 3 clusters Score -1854264 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1854358.250000 Penalty: 4544.086914
	Iteration 27Q: 3 clusters Score -1854358 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8729 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -1854437.750000 Penalty: 4544.086914
	Iteration 28Q: 3 clusters Score -1854438 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8808 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1854511.000000 Penalty: 4544.086914
	Iteration 29Q: 3 clusters Score -1854511 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8876 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1854573.500000 Penalty: 4544.086914
	Iteration 30Q: 3 clusters Score -1854574 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8932 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -1854626.125000 Penalty: 4544.086914
	Iteration 31Q: 3 clusters Score -1854626 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8977 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -1854664.250000 Penalty: 4544.086914
	Iteration 32Q: 3 clusters Score -1854664 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9007 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1854681.250000 Penalty: 4544.086914
	Iteration 33Q: 3 clusters Score -1854681 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9024 members 
Mstep: Class 2 contains 499 members 
Entering Unmasked Estep 
Score: -1854700.000000 Penalty: 4544.086914
	Iteration 34Q: 3 clusters Score -1854700 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 490 members 
Entering Unmasked Estep 
Score: -1854713.250000 Penalty: 4544.086914
	Iteration 35Q: 3 clusters Score -1854713 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9039 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -1854721.625000 Penalty: 4544.086914
	Iteration 36Q: 3 clusters Score -1854722 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9045 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -1854726.375000 Penalty: 4544.086914
	Iteration 37Q: 3 clusters Score -1854726 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9051 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -1854734.000000 Penalty: 4544.086914
	Iteration 38Q: 3 clusters Score -1854734 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9056 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -1854740.250000 Penalty: 4544.086914
	Iteration 39Q: 3 clusters Score -1854740 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9061 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -1854747.750000 Penalty: 4544.086914
	Iteration 40F: 3 clusters Score -1854748 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9064 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -1854748.625000 Penalty: 4544.086914
	Iteration 41Q: 3 clusters Score -1854749 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9065 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -1854749.750000 Penalty: 4544.086914
	Iteration 42Q: 3 clusters Score -1854750 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -1854750.500000 Penalty: 4544.086914
	Iteration 43Q: 3 clusters Score -1854750 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -1854752.625000 Penalty: 4544.086914
	Iteration 44Q: 3 clusters Score -1854753 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9068 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -1854750.875000 Penalty: 4544.086914
	Iteration 45Q: 3 clusters Score -1854751 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1854751.500000 Penalty: 4544.086914
	Iteration 46Q: 3 clusters Score -1854752 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9070 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -1854751.500000 Penalty: 4544.086914
	Iteration 47F: 3 clusters Score -1854752 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (56844 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56844 members 
Entering Unmasked Estep 
Score: -10305863.000000 Penalty: 2715.120361
	Iteration 0F: 2 clusters Score -1.030586e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 28581 members 
Entering Unmasked Estep 
Score: -10268158.000000 Penalty: 5430.240723
	Iteration 0F: 3 clusters Score -1.026816e+07 nChanged 26336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -10282592.000000 Penalty: 5430.240723
	Iteration 1F: 3 clusters Score -1.028259e+07 nChanged 2281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25694 members 
Mstep: Class 2 contains 31150 members 
Entering Unmasked Estep 
Score: -10283236.000000 Penalty: 5430.240723
	Iteration 2Q: 3 clusters Score -1.028324e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24276 members 
Mstep: Class 2 contains 32568 members 
Entering Unmasked Estep 
Score: -10284067.000000 Penalty: 5430.240723
	Iteration 3Q: 3 clusters Score -1.028407e+07 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22354 members 
Mstep: Class 2 contains 34490 members 
Entering Unmasked Estep 
Score: -10285156.000000 Penalty: 5430.240723
	Iteration 4Q: 3 clusters Score -1.028516e+07 nChanged 2984
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19730 members 
Mstep: Class 2 contains 37114 members 
Entering Unmasked Estep 
Score: -10286726.000000 Penalty: 5430.240723
	Iteration 5F: 3 clusters Score -1.028673e+07 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16284 members 
Mstep: Class 2 contains 40560 members 
Entering Unmasked Estep 
Score: -10289199.000000 Penalty: 5430.240723
	Iteration 6F: 3 clusters Score -1.02892e+07 nChanged 4242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 44722 members 
Entering Unmasked Estep 
Score: -10292604.000000 Penalty: 5430.240723
	Iteration 7F: 3 clusters Score -1.02926e+07 nChanged 4385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 49087 members 
Entering Unmasked Estep 
Score: -10296542.000000 Penalty: 5430.240723
	Iteration 8F: 3 clusters Score -1.029654e+07 nChanged 3576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 52663 members 
Entering Unmasked Estep 
Score: -10299820.000000 Penalty: 5430.240723
	Iteration 9F: 3 clusters Score -1.029982e+07 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 54899 members 
Entering Unmasked Estep 
Score: -10301871.000000 Penalty: 5430.240723
	Iteration 10Q: 3 clusters Score -1.030187e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 55937 members 
Entering Unmasked Estep 
Score: -10302757.000000 Penalty: 5430.240723
	Iteration 11Q: 3 clusters Score -1.030276e+07 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 56338 members 
Entering Unmasked Estep 
Score: -10303131.000000 Penalty: 5430.240723
	Iteration 12Q: 3 clusters Score -1.030313e+07 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 56460 members 
Entering Unmasked Estep 
Score: -10303273.000000 Penalty: 5430.240723
	Iteration 13Q: 3 clusters Score -1.030327e+07 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 56519 members 
Entering Unmasked Estep 
Score: -10303348.000000 Penalty: 5430.240723
	Iteration 14Q: 3 clusters Score -1.030335e+07 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 56544 members 
Entering Unmasked Estep 
Score: -10303379.000000 Penalty: 5430.240723
	Iteration 15Q: 3 clusters Score -1.030338e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 56555 members 
Entering Unmasked Estep 
Score: -10303424.000000 Penalty: 5430.240723
	Iteration 16Q: 3 clusters Score -1.030342e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 56567 members 
Entering Unmasked Estep 
Score: -10303437.000000 Penalty: 5430.240723
	Iteration 17Q: 3 clusters Score -1.030344e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 56570 members 
Entering Unmasked Estep 
Score: -10303447.000000 Penalty: 5430.240723
	Iteration 18Q: 3 clusters Score -1.030345e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -10303446.000000 Penalty: 5430.240723
	Iteration 19Q: 3 clusters Score -1.030345e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 56572 members 
Entering Unmasked Estep 
Score: -10303446.000000 Penalty: 5430.240723
	Iteration 20F: 3 clusters Score -1.030345e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23595 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23595 members 
Entering Unmasked Estep 
Score: -4684121.000000 Penalty: 2497.060059
	Iteration 0F: 2 clusters Score -4684121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 11879 members 
Entering Unmasked Estep 
Score: -4668107.000000 Penalty: 4994.120117
	Iteration 0F: 3 clusters Score -4668107 nChanged 10433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11527 members 
Mstep: Class 2 contains 12068 members 
Entering Unmasked Estep 
Score: -4673578.000000 Penalty: 4994.120117
	Iteration 1F: 3 clusters Score -4673578 nChanged 1105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11444 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -4673904.500000 Penalty: 4994.120117
	Iteration 2Q: 3 clusters Score -4673904 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11320 members 
Mstep: Class 2 contains 12275 members 
Entering Unmasked Estep 
Score: -4674154.500000 Penalty: 4994.120117
	Iteration 3Q: 3 clusters Score -4674154 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11130 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -4674348.500000 Penalty: 4994.120117
	Iteration 4Q: 3 clusters Score -4674348 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -4674528.500000 Penalty: 4994.120117
	Iteration 5Q: 3 clusters Score -4674528 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10568 members 
Mstep: Class 2 contains 13027 members 
Entering Unmasked Estep 
Score: -4674697.000000 Penalty: 4994.120117
	Iteration 6Q: 3 clusters Score -4674697 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10172 members 
Mstep: Class 2 contains 13423 members 
Entering Unmasked Estep 
Score: -4674877.000000 Penalty: 4994.120117
	Iteration 7Q: 3 clusters Score -4674877 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 13921 members 
Entering Unmasked Estep 
Score: -4675076.500000 Penalty: 4994.120117
	Iteration 8Q: 3 clusters Score -4675076 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9002 members 
Mstep: Class 2 contains 14593 members 
Entering Unmasked Estep 
Score: -4675404.000000 Penalty: 4994.120117
	Iteration 9Q: 3 clusters Score -4675404 nChanged 963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8087 members 
Mstep: Class 2 contains 15508 members 
Entering Unmasked Estep 
Score: -4675821.500000 Penalty: 4994.120117
	Iteration 10Q: 3 clusters Score -4675822 nChanged 1065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7038 members 
Mstep: Class 2 contains 16557 members 
Entering Unmasked Estep 
Score: -4676391.000000 Penalty: 4994.120117
	Iteration 11Q: 3 clusters Score -4676391 nChanged 1218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5822 members 
Mstep: Class 2 contains 17773 members 
Entering Unmasked Estep 
Score: -4677229.000000 Penalty: 4994.120117
	Iteration 12F: 3 clusters Score -4677229 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4419 members 
Mstep: Class 2 contains 19176 members 
Entering Unmasked Estep 
Score: -4678332.000000 Penalty: 4994.120117
	Iteration 13F: 3 clusters Score -4678332 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 20511 members 
Entering Unmasked Estep 
Score: -4679459.000000 Penalty: 4994.120117
	Iteration 14F: 3 clusters Score -4679459 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1999 members 
Mstep: Class 2 contains 21596 members 
Entering Unmasked Estep 
Score: -4680385.500000 Penalty: 4994.120117
	Iteration 15Q: 3 clusters Score -4680386 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -4681016.000000 Penalty: 4994.120117
	Iteration 16Q: 3 clusters Score -4681016 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22748 members 
Entering Unmasked Estep 
Score: -4681391.000000 Penalty: 4994.120117
	Iteration 17Q: 3 clusters Score -4681391 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 22978 members 
Entering Unmasked Estep 
Score: -4681599.500000 Penalty: 4994.120117
	Iteration 18Q: 3 clusters Score -4681600 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -4681703.000000 Penalty: 4994.120117
	Iteration 19Q: 3 clusters Score -4681703 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 23144 members 
Entering Unmasked Estep 
Score: -4681776.000000 Penalty: 4994.120117
	Iteration 20F: 3 clusters Score -4681776 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 422 members 
Mstep: Class 2 contains 23173 members 
Entering Unmasked Estep 
Score: -4681813.500000 Penalty: 4994.120117
	Iteration 21Q: 3 clusters Score -4681814 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -4681841.500000 Penalty: 4994.120117
	Iteration 22Q: 3 clusters Score -4681842 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -4681859.000000 Penalty: 4994.120117
	Iteration 23Q: 3 clusters Score -4681859 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 23215 members 
Entering Unmasked Estep 
Score: -4681874.000000 Penalty: 4994.120117
	Iteration 24Q: 3 clusters Score -4681874 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23221 members 
Entering Unmasked Estep 
Score: -4681885.000000 Penalty: 4994.120117
	Iteration 25Q: 3 clusters Score -4681885 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -4681897.000000 Penalty: 4994.120117
	Iteration 26Q: 3 clusters Score -4681897 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 23230 members 
Entering Unmasked Estep 
Score: -4681907.000000 Penalty: 4994.120117
	Iteration 27Q: 3 clusters Score -4681907 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 360 members 
Mstep: Class 2 contains 23235 members 
Entering Unmasked Estep 
Score: -4681922.500000 Penalty: 4994.120117
	Iteration 28Q: 3 clusters Score -4681922 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 23237 members 
Entering Unmasked Estep 
Score: -4681929.000000 Penalty: 4994.120117
	Iteration 29Q: 3 clusters Score -4681929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 23242 members 
Entering Unmasked Estep 
Score: -4681937.500000 Penalty: 4994.120117
	Iteration 30Q: 3 clusters Score -4681938 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 23246 members 
Entering Unmasked Estep 
Score: -4681943.500000 Penalty: 4994.120117
	Iteration 31Q: 3 clusters Score -4681944 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 23249 members 
Entering Unmasked Estep 
Score: -4681948.000000 Penalty: 4994.120117
	Iteration 32Q: 3 clusters Score -4681948 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 23247 members 
Entering Unmasked Estep 
Score: -4681947.500000 Penalty: 4994.120117
	Iteration 33Q: 3 clusters Score -4681948 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4681950.000000 Penalty: 4994.120117
	Iteration 34Q: 3 clusters Score -4681950 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 23248 members 
Entering Unmasked Estep 
Score: -4681950.000000 Penalty: 4994.120117
	Iteration 35F: 3 clusters Score -4681950 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42112 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42112 members 
Entering Unmasked Estep 
Score: -8068392.500000 Penalty: 2640.725830
	Iteration 0F: 2 clusters Score -8068392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21042 members 
Mstep: Class 2 contains 21070 members 
Entering Unmasked Estep 
Score: -8042439.000000 Penalty: 5281.451660
	Iteration 0F: 3 clusters Score -8042439 nChanged 19376
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21764 members 
Mstep: Class 2 contains 20348 members 
Entering Unmasked Estep 
Score: -8053294.000000 Penalty: 5281.451660
	Iteration 1F: 3 clusters Score -8053294 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22278 members 
Mstep: Class 2 contains 19834 members 
Entering Unmasked Estep 
Score: -8053901.000000 Penalty: 5281.451660
	Iteration 2Q: 3 clusters Score -8053901 nChanged 1756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23002 members 
Mstep: Class 2 contains 19110 members 
Entering Unmasked Estep 
Score: -8054376.500000 Penalty: 5281.451660
	Iteration 3Q: 3 clusters Score -8054376 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24025 members 
Mstep: Class 2 contains 18087 members 
Entering Unmasked Estep 
Score: -8054888.500000 Penalty: 5281.451660
	Iteration 4Q: 3 clusters Score -8054888 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25378 members 
Mstep: Class 2 contains 16734 members 
Entering Unmasked Estep 
Score: -8055529.000000 Penalty: 5281.451660
	Iteration 5Q: 3 clusters Score -8055529 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27099 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -8056308.000000 Penalty: 5281.451660
	Iteration 6Q: 3 clusters Score -8056308 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29162 members 
Mstep: Class 2 contains 12950 members 
Entering Unmasked Estep 
Score: -8057330.000000 Penalty: 5281.451660
	Iteration 7F: 3 clusters Score -8057330 nChanged 2545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31641 members 
Mstep: Class 2 contains 10471 members 
Entering Unmasked Estep 
Score: -8058805.500000 Penalty: 5281.451660
	Iteration 8F: 3 clusters Score -8058806 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34421 members 
Mstep: Class 2 contains 7691 members 
Entering Unmasked Estep 
Score: -8060634.000000 Penalty: 5281.451660
	Iteration 9F: 3 clusters Score -8060634 nChanged 2722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37135 members 
Mstep: Class 2 contains 4977 members 
Entering Unmasked Estep 
Score: -8062522.000000 Penalty: 5281.451660
	Iteration 10F: 3 clusters Score -8062522 nChanged 2168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39301 members 
Mstep: Class 2 contains 2811 members 
Entering Unmasked Estep 
Score: -8064079.500000 Penalty: 5281.451660
	Iteration 11F: 3 clusters Score -8064080 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40615 members 
Mstep: Class 2 contains 1497 members 
Entering Unmasked Estep 
Score: -8065065.500000 Penalty: 5281.451660
	Iteration 12Q: 3 clusters Score -8065066 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41291 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8065568.000000 Penalty: 5281.451660
	Iteration 13Q: 3 clusters Score -8065568 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -8065796.000000 Penalty: 5281.451660
	Iteration 14Q: 3 clusters Score -8065796 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Mstep: Class 2 contains 408 members 
Entering Unmasked Estep 
Score: -8065929.500000 Penalty: 5281.451660
	Iteration 15Q: 3 clusters Score -8065930 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41745 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -8065991.000000 Penalty: 5281.451660
	Iteration 16Q: 3 clusters Score -8065991 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41770 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -8066021.000000 Penalty: 5281.451660
	Iteration 17Q: 3 clusters Score -8066021 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8066049.500000 Penalty: 5281.451660
	Iteration 18Q: 3 clusters Score -8066050 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41800 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8066060.500000 Penalty: 5281.451660
	Iteration 19Q: 3 clusters Score -8066060 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -8066083.500000 Penalty: 5281.451660
	Iteration 20F: 3 clusters Score -8066084 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41808 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -8066090.500000 Penalty: 5281.451660
	Iteration 21Q: 3 clusters Score -8066090 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41811 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -8066092.500000 Penalty: 5281.451660
	Iteration 22Q: 3 clusters Score -8066092 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8066099.500000 Penalty: 5281.451660
	Iteration 23Q: 3 clusters Score -8066100 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41810 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -8066105.500000 Penalty: 5281.451660
	Iteration 24Q: 3 clusters Score -8066106 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8066109.000000 Penalty: 5281.451660
	Iteration 25Q: 3 clusters Score -8066109 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -8066109.000000 Penalty: 5281.451660
	Iteration 26F: 3 clusters Score -8066109 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -23213.625000 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -23213.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 94 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -22258.359375 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -22258.36 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 98 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -22337.068359 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -22337.07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -22343.712891 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -22343.71 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -22343.712891 Penalty: 2514.176514
	Iteration 3F: 3 clusters Score -22343.71 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1728 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Entering Unmasked Estep 
Score: -306569.062500 Penalty: 1848.770508
	Iteration 0F: 2 clusters Score -306569.1 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 882 members 
Entering Unmasked Estep 
Score: -304140.187500 Penalty: 3697.541016
	Iteration 0F: 3 clusters Score -304140.2 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -304622.656250 Penalty: 3697.541016
	Iteration 1F: 3 clusters Score -304622.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 780 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -304804.000000 Penalty: 3697.541016
	Iteration 2F: 3 clusters Score -304804 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -305009.343750 Penalty: 3697.541016
	Iteration 3F: 3 clusters Score -305009.3 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -305290.343750 Penalty: 3697.541016
	Iteration 4F: 3 clusters Score -305290.3 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -305579.000000 Penalty: 3697.541016
	Iteration 5F: 3 clusters Score -305579 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 532 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -305875.125000 Penalty: 3697.541016
	Iteration 6F: 3 clusters Score -305875.1 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 1210 members 
Entering Unmasked Estep 
Score: -306004.687500 Penalty: 3697.541016
	Iteration 7Q: 3 clusters Score -306004.7 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 507 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -306067.312500 Penalty: 3697.541016
	Iteration 8Q: 3 clusters Score -306067.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 1219 members 
Entering Unmasked Estep 
Score: -306100.062500 Penalty: 3697.541016
	Iteration 9Q: 3 clusters Score -306100.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -306137.812500 Penalty: 3697.541016
	Iteration 10Q: 3 clusters Score -306137.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 1207 members 
Entering Unmasked Estep 
Score: -306159.062500 Penalty: 3697.541016
	Iteration 11Q: 3 clusters Score -306159.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -306179.968750 Penalty: 3697.541016
	Iteration 12Q: 3 clusters Score -306180 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -306211.156250 Penalty: 3697.541016
	Iteration 13Q: 3 clusters Score -306211.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 1183 members 
Entering Unmasked Estep 
Score: -306236.562500 Penalty: 3697.541016
	Iteration 14Q: 3 clusters Score -306236.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -306255.718750 Penalty: 3697.541016
	Iteration 15Q: 3 clusters Score -306255.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -306266.375000 Penalty: 3697.541016
	Iteration 16Q: 3 clusters Score -306266.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 1176 members 
Entering Unmasked Estep 
Score: -306268.906250 Penalty: 3697.541016
	Iteration 17Q: 3 clusters Score -306268.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -306271.218750 Penalty: 3697.541016
	Iteration 18Q: 3 clusters Score -306271.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -306271.968750 Penalty: 3697.541016
	Iteration 19Q: 3 clusters Score -306272 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -306273.125000 Penalty: 3697.541016
	Iteration 20F: 3 clusters Score -306273.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -306279.250000 Penalty: 3697.541016
	Iteration 21Q: 3 clusters Score -306279.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -306281.218750 Penalty: 3697.541016
	Iteration 22Q: 3 clusters Score -306281.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -306283.843750 Penalty: 3697.541016
	Iteration 23Q: 3 clusters Score -306283.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -306287.187500 Penalty: 3697.541016
	Iteration 24Q: 3 clusters Score -306287.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 1170 members 
Entering Unmasked Estep 
Score: -306289.718750 Penalty: 3697.541016
	Iteration 25Q: 3 clusters Score -306289.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -306290.312500 Penalty: 3697.541016
	Iteration 26Q: 3 clusters Score -306290.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 1171 members 
Entering Unmasked Estep 
Score: -306290.312500 Penalty: 3697.541016
	Iteration 27F: 3 clusters Score -306290.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -46410.910156 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -46410.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 151 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -45213.046875 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -45213.05 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 172 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -45570.535156 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -45570.54 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -45665.109375 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -45665.11 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45718.777344 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -45718.78 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45752.296875 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -45752.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45786.570312 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -45786.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -45794.523438 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -45794.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45797.484375 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -45797.48 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -45797.484375 Penalty: 2857.977539
	Iteration 8F: 3 clusters Score -45797.48 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (45445 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45445 members 
Entering Unmasked Estep 
Score: -8748939.000000 Penalty: 2659.616211
	Iteration 0F: 2 clusters Score -8748939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22644 members 
Mstep: Class 2 contains 22801 members 
Entering Unmasked Estep 
Score: -8722143.000000 Penalty: 5319.232422
	Iteration 0F: 3 clusters Score -8722143 nChanged 21033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21583 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -8733796.000000 Penalty: 5319.232422
	Iteration 1F: 3 clusters Score -8733796 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21026 members 
Mstep: Class 2 contains 24419 members 
Entering Unmasked Estep 
Score: -8734312.000000 Penalty: 5319.232422
	Iteration 2Q: 3 clusters Score -8734312 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20195 members 
Mstep: Class 2 contains 25250 members 
Entering Unmasked Estep 
Score: -8734870.000000 Penalty: 5319.232422
	Iteration 3Q: 3 clusters Score -8734870 nChanged 1916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19111 members 
Mstep: Class 2 contains 26334 members 
Entering Unmasked Estep 
Score: -8735466.000000 Penalty: 5319.232422
	Iteration 4Q: 3 clusters Score -8735466 nChanged 1985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17678 members 
Mstep: Class 2 contains 27767 members 
Entering Unmasked Estep 
Score: -8736236.000000 Penalty: 5319.232422
	Iteration 5Q: 3 clusters Score -8736236 nChanged 2198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15838 members 
Mstep: Class 2 contains 29607 members 
Entering Unmasked Estep 
Score: -8737163.000000 Penalty: 5319.232422
	Iteration 6Q: 3 clusters Score -8737163 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13491 members 
Mstep: Class 2 contains 31954 members 
Entering Unmasked Estep 
Score: -8738389.000000 Penalty: 5319.232422
	Iteration 7F: 3 clusters Score -8738389 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10679 members 
Mstep: Class 2 contains 34766 members 
Entering Unmasked Estep 
Score: -8740032.000000 Penalty: 5319.232422
	Iteration 8F: 3 clusters Score -8740032 nChanged 3180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7529 members 
Mstep: Class 2 contains 37916 members 
Entering Unmasked Estep 
Score: -8741969.000000 Penalty: 5319.232422
	Iteration 9F: 3 clusters Score -8741969 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 40769 members 
Entering Unmasked Estep 
Score: -8744048.000000 Penalty: 5319.232422
	Iteration 10F: 3 clusters Score -8744048 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2617 members 
Mstep: Class 2 contains 42828 members 
Entering Unmasked Estep 
Score: -8745480.000000 Penalty: 5319.232422
	Iteration 11Q: 3 clusters Score -8745480 nChanged 1242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 44070 members 
Entering Unmasked Estep 
Score: -8746126.000000 Penalty: 5319.232422
	Iteration 12Q: 3 clusters Score -8746126 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -8746360.000000 Penalty: 5319.232422
	Iteration 13Q: 3 clusters Score -8746360 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 44901 members 
Entering Unmasked Estep 
Score: -8746427.000000 Penalty: 5319.232422
	Iteration 14Q: 3 clusters Score -8746427 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 45017 members 
Entering Unmasked Estep 
Score: -8746483.000000 Penalty: 5319.232422
	Iteration 15Q: 3 clusters Score -8746483 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 45070 members 
Entering Unmasked Estep 
Score: -8746559.000000 Penalty: 5319.232422
	Iteration 16Q: 3 clusters Score -8746559 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 350 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8746593.000000 Penalty: 5319.232422
	Iteration 17Q: 3 clusters Score -8746593 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 45119 members 
Entering Unmasked Estep 
Score: -8746600.000000 Penalty: 5319.232422
	Iteration 18Q: 3 clusters Score -8746600 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -8746635.000000 Penalty: 5319.232422
	Iteration 19Q: 3 clusters Score -8746635 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 45144 members 
Entering Unmasked Estep 
Score: -8746662.000000 Penalty: 5319.232422
	Iteration 20F: 3 clusters Score -8746662 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 45149 members 
Entering Unmasked Estep 
Score: -8746675.000000 Penalty: 5319.232422
	Iteration 21Q: 3 clusters Score -8746675 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -8746681.000000 Penalty: 5319.232422
	Iteration 22Q: 3 clusters Score -8746681 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 45150 members 
Entering Unmasked Estep 
Score: -8746682.000000 Penalty: 5319.232422
	Iteration 23Q: 3 clusters Score -8746682 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 45153 members 
Entering Unmasked Estep 
Score: -8746677.000000 Penalty: 5319.232422
	Iteration 24Q: 3 clusters Score -8746677 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 45157 members 
Entering Unmasked Estep 
Score: -8746679.000000 Penalty: 5319.232422
	Iteration 25Q: 3 clusters Score -8746679 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -8746682.000000 Penalty: 5319.232422
	Iteration 26Q: 3 clusters Score -8746682 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 45162 members 
Entering Unmasked Estep 
Score: -8746680.000000 Penalty: 5319.232422
	Iteration 27Q: 3 clusters Score -8746680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -8746685.000000 Penalty: 5319.232422
	Iteration 28Q: 3 clusters Score -8746685 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 45163 members 
Entering Unmasked Estep 
Score: -8746685.000000 Penalty: 5319.232422
	Iteration 29F: 3 clusters Score -8746685 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -205043.125000 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -205043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -203022.859375 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -203022.9 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -203313.546875 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -203313.5 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -203428.125000 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -203428.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -203620.687500 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -203620.7 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 638 members 
Entering Unmasked Estep 
Score: -203819.296875 Penalty: 3463.500000
	Iteration 4F: 3 clusters Score -203819.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -203984.421875 Penalty: 3463.500000
	Iteration 5F: 3 clusters Score -203984.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 340 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -204143.343750 Penalty: 3463.500000
	Iteration 6F: 3 clusters Score -204143.3 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 776 members 
Entering Unmasked Estep 
Score: -204281.796875 Penalty: 3463.500000
	Iteration 7F: 3 clusters Score -204281.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -204356.359375 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -204356.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -204432.203125 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -204432.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -204489.828125 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -204489.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -204526.625000 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -204526.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 833 members 
Entering Unmasked Estep 
Score: -204560.515625 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -204560.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -204587.015625 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -204587 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -204591.375000 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -204591.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -204592.015625 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -204592 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -204593.843750 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -204593.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -204593.843750 Penalty: 3463.500000
	Iteration 17F: 3 clusters Score -204593.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (25393 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25393 members 
Entering Unmasked Estep 
Score: -5095794.500000 Penalty: 2515.272705
	Iteration 0F: 2 clusters Score -5095794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12613 members 
Mstep: Class 2 contains 12780 members 
Entering Unmasked Estep 
Score: -5078727.500000 Penalty: 5030.545410
	Iteration 0F: 3 clusters Score -5078728 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11872 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -5084857.000000 Penalty: 5030.545410
	Iteration 1F: 3 clusters Score -5084857 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 13980 members 
Entering Unmasked Estep 
Score: -5085346.500000 Penalty: 5030.545410
	Iteration 2F: 3 clusters Score -5085346 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10720 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5085780.500000 Penalty: 5030.545410
	Iteration 3Q: 3 clusters Score -5085780 nChanged 1224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9800 members 
Mstep: Class 2 contains 15593 members 
Entering Unmasked Estep 
Score: -5086260.500000 Penalty: 5030.545410
	Iteration 4Q: 3 clusters Score -5086260 nChanged 1370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8596 members 
Mstep: Class 2 contains 16797 members 
Entering Unmasked Estep 
Score: -5086984.000000 Penalty: 5030.545410
	Iteration 5F: 3 clusters Score -5086984 nChanged 1539
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7139 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -5087937.000000 Penalty: 5030.545410
	Iteration 6F: 3 clusters Score -5087937 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5541 members 
Mstep: Class 2 contains 19852 members 
Entering Unmasked Estep 
Score: -5089042.000000 Penalty: 5030.545410
	Iteration 7F: 3 clusters Score -5089042 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -5090372.500000 Penalty: 5030.545410
	Iteration 8F: 3 clusters Score -5090372 nChanged 1526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -5091585.500000 Penalty: 5030.545410
	Iteration 9F: 3 clusters Score -5091586 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 24090 members 
Entering Unmasked Estep 
Score: -5092457.000000 Penalty: 5030.545410
	Iteration 10Q: 3 clusters Score -5092457 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24653 members 
Entering Unmasked Estep 
Score: -5092979.500000 Penalty: 5030.545410
	Iteration 11Q: 3 clusters Score -5092980 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 24916 members 
Entering Unmasked Estep 
Score: -5093258.000000 Penalty: 5030.545410
	Iteration 12Q: 3 clusters Score -5093258 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 25018 members 
Entering Unmasked Estep 
Score: -5093382.500000 Penalty: 5030.545410
	Iteration 13Q: 3 clusters Score -5093382 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -5093433.000000 Penalty: 5030.545410
	Iteration 14Q: 3 clusters Score -5093433 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -5093475.000000 Penalty: 5030.545410
	Iteration 15Q: 3 clusters Score -5093475 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 25097 members 
Entering Unmasked Estep 
Score: -5093494.500000 Penalty: 5030.545410
	Iteration 16Q: 3 clusters Score -5093494 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5093497.000000 Penalty: 5030.545410
	Iteration 17Q: 3 clusters Score -5093497 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5093499.000000 Penalty: 5030.545410
	Iteration 18Q: 3 clusters Score -5093499 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5093504.000000 Penalty: 5030.545410
	Iteration 19Q: 3 clusters Score -5093504 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 25109 members 
Entering Unmasked Estep 
Score: -5093510.500000 Penalty: 5030.545410
	Iteration 20F: 3 clusters Score -5093510 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -5093516.500000 Penalty: 5030.545410
	Iteration 21Q: 3 clusters Score -5093516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -5093517.000000 Penalty: 5030.545410
	Iteration 22Q: 3 clusters Score -5093517 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -5093516.000000 Penalty: 5030.545410
	Iteration 23Q: 3 clusters Score -5093516 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -5093525.000000 Penalty: 5030.545410
	Iteration 24Q: 3 clusters Score -5093525 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -5093527.500000 Penalty: 5030.545410
	Iteration 25Q: 3 clusters Score -5093528 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -5093531.500000 Penalty: 5030.545410
	Iteration 26Q: 3 clusters Score -5093532 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -5093531.000000 Penalty: 5030.545410
	Iteration 27Q: 3 clusters Score -5093531 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -5093531.500000 Penalty: 5030.545410
	Iteration 28Q: 3 clusters Score -5093532 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -5093536.000000 Penalty: 5030.545410
	Iteration 29Q: 3 clusters Score -5093536 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25120 members 
Entering Unmasked Estep 
Score: -5093543.500000 Penalty: 5030.545410
	Iteration 30Q: 3 clusters Score -5093544 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -5093542.500000 Penalty: 5030.545410
	Iteration 31Q: 3 clusters Score -5093542 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -5093544.500000 Penalty: 5030.545410
	Iteration 32Q: 3 clusters Score -5093544 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -5093544.000000 Penalty: 5030.545410
	Iteration 33Q: 3 clusters Score -5093544 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -5093548.000000 Penalty: 5030.545410
	Iteration 34Q: 3 clusters Score -5093548 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 268 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -5093552.500000 Penalty: 5030.545410
	Iteration 35Q: 3 clusters Score -5093552 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -5093555.500000 Penalty: 5030.545410
	Iteration 36Q: 3 clusters Score -5093556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -5093555.500000 Penalty: 5030.545410
	Iteration 37F: 3 clusters Score -5093556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (25110 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25110 members 
Entering Unmasked Estep 
Score: -5029875.500000 Penalty: 2512.493408
	Iteration 0F: 2 clusters Score -5029876 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12510 members 
Mstep: Class 2 contains 12600 members 
Entering Unmasked Estep 
Score: -5012842.500000 Penalty: 5024.986816
	Iteration 0F: 3 clusters Score -5012842 nChanged 11232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12096 members 
Mstep: Class 2 contains 13014 members 
Entering Unmasked Estep 
Score: -5018909.000000 Penalty: 5024.986816
	Iteration 1F: 3 clusters Score -5018909 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11718 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -5019396.000000 Penalty: 5024.986816
	Iteration 2F: 3 clusters Score -5019396 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 13934 members 
Entering Unmasked Estep 
Score: -5019807.500000 Penalty: 5024.986816
	Iteration 3Q: 3 clusters Score -5019808 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10399 members 
Mstep: Class 2 contains 14711 members 
Entering Unmasked Estep 
Score: -5020270.500000 Penalty: 5024.986816
	Iteration 4Q: 3 clusters Score -5020270 nChanged 1257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 15688 members 
Entering Unmasked Estep 
Score: -5020831.500000 Penalty: 5024.986816
	Iteration 5F: 3 clusters Score -5020832 nChanged 1395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8203 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -5021576.000000 Penalty: 5024.986816
	Iteration 6F: 3 clusters Score -5021576 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6726 members 
Mstep: Class 2 contains 18384 members 
Entering Unmasked Estep 
Score: -5022516.500000 Penalty: 5024.986816
	Iteration 7F: 3 clusters Score -5022516 nChanged 1629
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5133 members 
Mstep: Class 2 contains 19977 members 
Entering Unmasked Estep 
Score: -5023672.000000 Penalty: 5024.986816
	Iteration 8F: 3 clusters Score -5023672 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 21607 members 
Entering Unmasked Estep 
Score: -5024941.000000 Penalty: 5024.986816
	Iteration 9F: 3 clusters Score -5024941 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 22967 members 
Entering Unmasked Estep 
Score: -5025994.500000 Penalty: 5024.986816
	Iteration 10F: 3 clusters Score -5025994 nChanged 909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1236 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -5026717.000000 Penalty: 5024.986816
	Iteration 11Q: 3 clusters Score -5026717 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 24353 members 
Entering Unmasked Estep 
Score: -5027127.000000 Penalty: 5024.986816
	Iteration 12Q: 3 clusters Score -5027127 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 24606 members 
Entering Unmasked Estep 
Score: -5027396.000000 Penalty: 5024.986816
	Iteration 13Q: 3 clusters Score -5027396 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24743 members 
Entering Unmasked Estep 
Score: -5027547.500000 Penalty: 5024.986816
	Iteration 14Q: 3 clusters Score -5027548 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 24785 members 
Entering Unmasked Estep 
Score: -5027607.000000 Penalty: 5024.986816
	Iteration 15Q: 3 clusters Score -5027607 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 24810 members 
Entering Unmasked Estep 
Score: -5027652.000000 Penalty: 5024.986816
	Iteration 16Q: 3 clusters Score -5027652 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 24822 members 
Entering Unmasked Estep 
Score: -5027665.500000 Penalty: 5024.986816
	Iteration 17Q: 3 clusters Score -5027666 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 24833 members 
Entering Unmasked Estep 
Score: -5027679.000000 Penalty: 5024.986816
	Iteration 18Q: 3 clusters Score -5027679 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 24845 members 
Entering Unmasked Estep 
Score: -5027703.500000 Penalty: 5024.986816
	Iteration 19Q: 3 clusters Score -5027704 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 24852 members 
Entering Unmasked Estep 
Score: -5027711.000000 Penalty: 5024.986816
	Iteration 20F: 3 clusters Score -5027711 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 24854 members 
Entering Unmasked Estep 
Score: -5027715.500000 Penalty: 5024.986816
	Iteration 21Q: 3 clusters Score -5027716 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 24860 members 
Entering Unmasked Estep 
Score: -5027730.000000 Penalty: 5024.986816
	Iteration 22Q: 3 clusters Score -5027730 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 24863 members 
Entering Unmasked Estep 
Score: -5027728.500000 Penalty: 5024.986816
	Iteration 23Q: 3 clusters Score -5027728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -5027729.000000 Penalty: 5024.986816
	Iteration 24Q: 3 clusters Score -5027729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 24865 members 
Entering Unmasked Estep 
Score: -5027729.000000 Penalty: 5024.986816
	Iteration 25Q: 3 clusters Score -5027729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -5027729.000000 Penalty: 5024.986816
	Iteration 26Q: 3 clusters Score -5027729 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 24864 members 
Entering Unmasked Estep 
Score: -5027729.000000 Penalty: 5024.986816
	Iteration 27F: 3 clusters Score -5027729 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (22852 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22852 members 
Entering Unmasked Estep 
Score: -4224790.500000 Penalty: 2489.124756
	Iteration 0F: 2 clusters Score -4224790 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11311 members 
Mstep: Class 2 contains 11541 members 
Entering Unmasked Estep 
Score: -4208838.000000 Penalty: 4978.249512
	Iteration 0F: 3 clusters Score -4208838 nChanged 10212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10845 members 
Mstep: Class 2 contains 12007 members 
Entering Unmasked Estep 
Score: -4214429.500000 Penalty: 4978.249512
	Iteration 1F: 3 clusters Score -4214430 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10599 members 
Mstep: Class 2 contains 12253 members 
Entering Unmasked Estep 
Score: -4215156.500000 Penalty: 4978.249512
	Iteration 2F: 3 clusters Score -4215156 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10312 members 
Mstep: Class 2 contains 12540 members 
Entering Unmasked Estep 
Score: -4215904.000000 Penalty: 4978.249512
	Iteration 3F: 3 clusters Score -4215904 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10158 members 
Mstep: Class 2 contains 12694 members 
Entering Unmasked Estep 
Score: -4216559.000000 Penalty: 4978.249512
	Iteration 4F: 3 clusters Score -4216559 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10099 members 
Mstep: Class 2 contains 12753 members 
Entering Unmasked Estep 
Score: -4217157.000000 Penalty: 4978.249512
	Iteration 5Q: 3 clusters Score -4217157 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10032 members 
Mstep: Class 2 contains 12820 members 
Entering Unmasked Estep 
Score: -4217651.000000 Penalty: 4978.249512
	Iteration 6Q: 3 clusters Score -4217651 nChanged 974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10012 members 
Mstep: Class 2 contains 12840 members 
Entering Unmasked Estep 
Score: -4218022.000000 Penalty: 4978.249512
	Iteration 7Q: 3 clusters Score -4218022 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9993 members 
Mstep: Class 2 contains 12859 members 
Entering Unmasked Estep 
Score: -4218347.500000 Penalty: 4978.249512
	Iteration 8Q: 3 clusters Score -4218348 nChanged 703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9942 members 
Mstep: Class 2 contains 12910 members 
Entering Unmasked Estep 
Score: -4218611.000000 Penalty: 4978.249512
	Iteration 9Q: 3 clusters Score -4218611 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9907 members 
Mstep: Class 2 contains 12945 members 
Entering Unmasked Estep 
Score: -4218787.000000 Penalty: 4978.249512
	Iteration 10Q: 3 clusters Score -4218787 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9853 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -4218948.500000 Penalty: 4978.249512
	Iteration 11Q: 3 clusters Score -4218948 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9801 members 
Mstep: Class 2 contains 13051 members 
Entering Unmasked Estep 
Score: -4219075.500000 Penalty: 4978.249512
	Iteration 12Q: 3 clusters Score -4219076 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9742 members 
Mstep: Class 2 contains 13110 members 
Entering Unmasked Estep 
Score: -4219190.000000 Penalty: 4978.249512
	Iteration 13Q: 3 clusters Score -4219190 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9634 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -4219284.500000 Penalty: 4978.249512
	Iteration 14Q: 3 clusters Score -4219284 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9473 members 
Mstep: Class 2 contains 13379 members 
Entering Unmasked Estep 
Score: -4219343.500000 Penalty: 4978.249512
	Iteration 15Q: 3 clusters Score -4219344 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9304 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -4219395.500000 Penalty: 4978.249512
	Iteration 16Q: 3 clusters Score -4219396 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9126 members 
Mstep: Class 2 contains 13726 members 
Entering Unmasked Estep 
Score: -4219471.500000 Penalty: 4978.249512
	Iteration 17Q: 3 clusters Score -4219472 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8952 members 
Mstep: Class 2 contains 13900 members 
Entering Unmasked Estep 
Score: -4219534.500000 Penalty: 4978.249512
	Iteration 18Q: 3 clusters Score -4219534 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8777 members 
Mstep: Class 2 contains 14075 members 
Entering Unmasked Estep 
Score: -4219601.500000 Penalty: 4978.249512
	Iteration 19Q: 3 clusters Score -4219602 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8571 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -4219645.500000 Penalty: 4978.249512
	Iteration 20F: 3 clusters Score -4219646 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8330 members 
Mstep: Class 2 contains 14522 members 
Entering Unmasked Estep 
Score: -4219721.000000 Penalty: 4978.249512
	Iteration 21Q: 3 clusters Score -4219721 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8090 members 
Mstep: Class 2 contains 14762 members 
Entering Unmasked Estep 
Score: -4219779.500000 Penalty: 4978.249512
	Iteration 22Q: 3 clusters Score -4219780 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7819 members 
Mstep: Class 2 contains 15033 members 
Entering Unmasked Estep 
Score: -4219857.500000 Penalty: 4978.249512
	Iteration 23Q: 3 clusters Score -4219858 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7527 members 
Mstep: Class 2 contains 15325 members 
Entering Unmasked Estep 
Score: -4219929.500000 Penalty: 4978.249512
	Iteration 24Q: 3 clusters Score -4219930 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7223 members 
Mstep: Class 2 contains 15629 members 
Entering Unmasked Estep 
Score: -4220007.500000 Penalty: 4978.249512
	Iteration 25Q: 3 clusters Score -4220008 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6895 members 
Mstep: Class 2 contains 15957 members 
Entering Unmasked Estep 
Score: -4220117.500000 Penalty: 4978.249512
	Iteration 26Q: 3 clusters Score -4220118 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6546 members 
Mstep: Class 2 contains 16306 members 
Entering Unmasked Estep 
Score: -4220224.500000 Penalty: 4978.249512
	Iteration 27Q: 3 clusters Score -4220224 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6187 members 
Mstep: Class 2 contains 16665 members 
Entering Unmasked Estep 
Score: -4220340.500000 Penalty: 4978.249512
	Iteration 28Q: 3 clusters Score -4220340 nChanged 408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5795 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -4220479.500000 Penalty: 4978.249512
	Iteration 29Q: 3 clusters Score -4220480 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5395 members 
Mstep: Class 2 contains 17457 members 
Entering Unmasked Estep 
Score: -4220601.500000 Penalty: 4978.249512
	Iteration 30Q: 3 clusters Score -4220602 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 17904 members 
Entering Unmasked Estep 
Score: -4220771.500000 Penalty: 4978.249512
	Iteration 31Q: 3 clusters Score -4220772 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4513 members 
Mstep: Class 2 contains 18339 members 
Entering Unmasked Estep 
Score: -4220973.000000 Penalty: 4978.249512
	Iteration 32Q: 3 clusters Score -4220973 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4083 members 
Mstep: Class 2 contains 18769 members 
Entering Unmasked Estep 
Score: -4221146.000000 Penalty: 4978.249512
	Iteration 33Q: 3 clusters Score -4221146 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3667 members 
Mstep: Class 2 contains 19185 members 
Entering Unmasked Estep 
Score: -4221337.500000 Penalty: 4978.249512
	Iteration 34Q: 3 clusters Score -4221338 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 19566 members 
Entering Unmasked Estep 
Score: -4221510.000000 Penalty: 4978.249512
	Iteration 35Q: 3 clusters Score -4221510 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2983 members 
Mstep: Class 2 contains 19869 members 
Entering Unmasked Estep 
Score: -4221635.000000 Penalty: 4978.249512
	Iteration 36Q: 3 clusters Score -4221635 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2726 members 
Mstep: Class 2 contains 20126 members 
Entering Unmasked Estep 
Score: -4221742.000000 Penalty: 4978.249512
	Iteration 37Q: 3 clusters Score -4221742 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2488 members 
Mstep: Class 2 contains 20364 members 
Entering Unmasked Estep 
Score: -4221846.000000 Penalty: 4978.249512
	Iteration 38Q: 3 clusters Score -4221846 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2264 members 
Mstep: Class 2 contains 20588 members 
Entering Unmasked Estep 
Score: -4221932.500000 Penalty: 4978.249512
	Iteration 39Q: 3 clusters Score -4221932 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2066 members 
Mstep: Class 2 contains 20786 members 
Entering Unmasked Estep 
Score: -4222013.000000 Penalty: 4978.249512
	Iteration 40F: 3 clusters Score -4222013 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 20981 members 
Entering Unmasked Estep 
Score: -4222115.500000 Penalty: 4978.249512
	Iteration 41Q: 3 clusters Score -4222116 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1696 members 
Mstep: Class 2 contains 21156 members 
Entering Unmasked Estep 
Score: -4222189.000000 Penalty: 4978.249512
	Iteration 42Q: 3 clusters Score -4222189 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 21300 members 
Entering Unmasked Estep 
Score: -4222260.500000 Penalty: 4978.249512
	Iteration 43Q: 3 clusters Score -4222260 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1429 members 
Mstep: Class 2 contains 21423 members 
Entering Unmasked Estep 
Score: -4222321.500000 Penalty: 4978.249512
	Iteration 44Q: 3 clusters Score -4222322 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 21530 members 
Entering Unmasked Estep 
Score: -4222376.000000 Penalty: 4978.249512
	Iteration 45Q: 3 clusters Score -4222376 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 21614 members 
Entering Unmasked Estep 
Score: -4222420.500000 Penalty: 4978.249512
	Iteration 46Q: 3 clusters Score -4222420 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1155 members 
Mstep: Class 2 contains 21697 members 
Entering Unmasked Estep 
Score: -4222468.500000 Penalty: 4978.249512
	Iteration 47Q: 3 clusters Score -4222468 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 21776 members 
Entering Unmasked Estep 
Score: -4222504.000000 Penalty: 4978.249512
	Iteration 48Q: 3 clusters Score -4222504 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 21829 members 
Entering Unmasked Estep 
Score: -4222519.500000 Penalty: 4978.249512
	Iteration 49Q: 3 clusters Score -4222520 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 21865 members 
Entering Unmasked Estep 
Score: -4222550.500000 Penalty: 4978.249512
	Iteration 50Q: 3 clusters Score -4222550 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 960 members 
Mstep: Class 2 contains 21892 members 
Entering Unmasked Estep 
Score: -4222561.000000 Penalty: 4978.249512
	Iteration 51Q: 3 clusters Score -4222561 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 940 members 
Mstep: Class 2 contains 21912 members 
Entering Unmasked Estep 
Score: -4222575.500000 Penalty: 4978.249512
	Iteration 52Q: 3 clusters Score -4222576 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -4222579.500000 Penalty: 4978.249512
	Iteration 53Q: 3 clusters Score -4222580 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 901 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4222590.000000 Penalty: 4978.249512
	Iteration 54Q: 3 clusters Score -4222590 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 21970 members 
Entering Unmasked Estep 
Score: -4222586.000000 Penalty: 4978.249512
	Iteration 55Q: 3 clusters Score -4222586 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 21987 members 
Entering Unmasked Estep 
Score: -4222591.500000 Penalty: 4978.249512
	Iteration 56Q: 3 clusters Score -4222592 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -4222594.500000 Penalty: 4978.249512
	Iteration 57Q: 3 clusters Score -4222594 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 847 members 
Mstep: Class 2 contains 22005 members 
Entering Unmasked Estep 
Score: -4222603.000000 Penalty: 4978.249512
	Iteration 58Q: 3 clusters Score -4222603 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 840 members 
Mstep: Class 2 contains 22012 members 
Entering Unmasked Estep 
Score: -4222605.500000 Penalty: 4978.249512
	Iteration 59Q: 3 clusters Score -4222606 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 22021 members 
Entering Unmasked Estep 
Score: -4222610.500000 Penalty: 4978.249512
	Iteration 60F: 3 clusters Score -4222610 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 824 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -4222608.000000 Penalty: 4978.249512
	Iteration 61Q: 3 clusters Score -4222608 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 816 members 
Mstep: Class 2 contains 22036 members 
Entering Unmasked Estep 
Score: -4222615.000000 Penalty: 4978.249512
	Iteration 62Q: 3 clusters Score -4222615 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 22046 members 
Entering Unmasked Estep 
Score: -4222619.500000 Penalty: 4978.249512
	Iteration 63Q: 3 clusters Score -4222620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 22048 members 
Entering Unmasked Estep 
Score: -4222619.500000 Penalty: 4978.249512
	Iteration 64Q: 3 clusters Score -4222620 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 22054 members 
Entering Unmasked Estep 
Score: -4222620.000000 Penalty: 4978.249512
	Iteration 65Q: 3 clusters Score -4222620 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 792 members 
Mstep: Class 2 contains 22060 members 
Entering Unmasked Estep 
Score: -4222629.000000 Penalty: 4978.249512
	Iteration 66Q: 3 clusters Score -4222629 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 22065 members 
Entering Unmasked Estep 
Score: -4222627.000000 Penalty: 4978.249512
	Iteration 67Q: 3 clusters Score -4222627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 22071 members 
Entering Unmasked Estep 
Score: -4222632.500000 Penalty: 4978.249512
	Iteration 68Q: 3 clusters Score -4222632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 22077 members 
Entering Unmasked Estep 
Score: -4222631.500000 Penalty: 4978.249512
	Iteration 69Q: 3 clusters Score -4222632 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 22083 members 
Entering Unmasked Estep 
Score: -4222636.500000 Penalty: 4978.249512
	Iteration 70Q: 3 clusters Score -4222636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 22089 members 
Entering Unmasked Estep 
Score: -4222639.000000 Penalty: 4978.249512
	Iteration 71Q: 3 clusters Score -4222639 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 22091 members 
Entering Unmasked Estep 
Score: -4222642.000000 Penalty: 4978.249512
	Iteration 72Q: 3 clusters Score -4222642 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 760 members 
Mstep: Class 2 contains 22092 members 
Entering Unmasked Estep 
Score: -4222643.500000 Penalty: 4978.249512
	Iteration 73Q: 3 clusters Score -4222644 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 22102 members 
Entering Unmasked Estep 
Score: -4222651.000000 Penalty: 4978.249512
	Iteration 74Q: 3 clusters Score -4222651 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 22108 members 
Entering Unmasked Estep 
Score: -4222650.500000 Penalty: 4978.249512
	Iteration 75Q: 3 clusters Score -4222650 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 22114 members 
Entering Unmasked Estep 
Score: -4222657.500000 Penalty: 4978.249512
	Iteration 76Q: 3 clusters Score -4222658 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 22117 members 
Entering Unmasked Estep 
Score: -4222657.500000 Penalty: 4978.249512
	Iteration 77Q: 3 clusters Score -4222658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 22121 members 
Entering Unmasked Estep 
Score: -4222663.000000 Penalty: 4978.249512
	Iteration 78Q: 3 clusters Score -4222663 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 729 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -4222671.000000 Penalty: 4978.249512
	Iteration 79Q: 3 clusters Score -4222671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 22125 members 
Entering Unmasked Estep 
Score: -4222667.000000 Penalty: 4978.249512
	Iteration 80F: 3 clusters Score -4222667 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 22126 members 
Entering Unmasked Estep 
Score: -4222669.000000 Penalty: 4978.249512
	Iteration 81Q: 3 clusters Score -4222669 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 22127 members 
Entering Unmasked Estep 
Score: -4222665.000000 Penalty: 4978.249512
	Iteration 82Q: 3 clusters Score -4222665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4222669.500000 Penalty: 4978.249512
	Iteration 83Q: 3 clusters Score -4222670 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 22131 members 
Entering Unmasked Estep 
Score: -4222669.500000 Penalty: 4978.249512
	Iteration 84F: 3 clusters Score -4222670 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -11794.523438 Penalty: 1172.392212
	Iteration 0F: 2 clusters Score -11794.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11178.868164 Penalty: 2344.784424
	Iteration 0F: 3 clusters Score -11178.87 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -11243.060547 Penalty: 2344.784424
	Iteration 1F: 3 clusters Score -11243.06 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11261.057617 Penalty: 2344.784424
	Iteration 2Q: 3 clusters Score -11261.06 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11286.544922 Penalty: 2344.784424
	Iteration 3Q: 3 clusters Score -11286.54 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11286.544922 Penalty: 2344.784424
	Iteration 4F: 3 clusters Score -11286.54 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25213 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25213 members 
Entering Unmasked Estep 
Score: -4816276.000000 Penalty: 2513.508545
	Iteration 0F: 2 clusters Score -4816276 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12538 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4799087.000000 Penalty: 5027.017090
	Iteration 0F: 3 clusters Score -4799087 nChanged 11204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 13189 members 
Entering Unmasked Estep 
Score: -4805059.500000 Penalty: 5027.017090
	Iteration 1F: 3 clusters Score -4805060 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11736 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -4805425.000000 Penalty: 5027.017090
	Iteration 2Q: 3 clusters Score -4805425 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 13852 members 
Entering Unmasked Estep 
Score: -4805744.000000 Penalty: 5027.017090
	Iteration 3Q: 3 clusters Score -4805744 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 14318 members 
Entering Unmasked Estep 
Score: -4806025.500000 Penalty: 5027.017090
	Iteration 4Q: 3 clusters Score -4806026 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10253 members 
Mstep: Class 2 contains 14960 members 
Entering Unmasked Estep 
Score: -4806330.500000 Penalty: 5027.017090
	Iteration 5Q: 3 clusters Score -4806330 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 15780 members 
Entering Unmasked Estep 
Score: -4806683.500000 Penalty: 5027.017090
	Iteration 6Q: 3 clusters Score -4806684 nChanged 1099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8406 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -4807183.000000 Penalty: 5027.017090
	Iteration 7Q: 3 clusters Score -4807183 nChanged 1275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7171 members 
Mstep: Class 2 contains 18042 members 
Entering Unmasked Estep 
Score: -4807924.000000 Penalty: 5027.017090
	Iteration 8F: 3 clusters Score -4807924 nChanged 1536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5665 members 
Mstep: Class 2 contains 19548 members 
Entering Unmasked Estep 
Score: -4808980.500000 Penalty: 5027.017090
	Iteration 9F: 3 clusters Score -4808980 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4062 members 
Mstep: Class 2 contains 21151 members 
Entering Unmasked Estep 
Score: -4810292.500000 Penalty: 5027.017090
	Iteration 10F: 3 clusters Score -4810292 nChanged 1560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 22701 members 
Entering Unmasked Estep 
Score: -4811677.000000 Penalty: 5027.017090
	Iteration 11F: 3 clusters Score -4811677 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 23854 members 
Entering Unmasked Estep 
Score: -4812794.500000 Penalty: 5027.017090
	Iteration 12Q: 3 clusters Score -4812794 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 725 members 
Mstep: Class 2 contains 24488 members 
Entering Unmasked Estep 
Score: -4813433.500000 Penalty: 5027.017090
	Iteration 13Q: 3 clusters Score -4813434 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 24777 members 
Entering Unmasked Estep 
Score: -4813744.500000 Penalty: 5027.017090
	Iteration 14Q: 3 clusters Score -4813744 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 24883 members 
Entering Unmasked Estep 
Score: -4813878.500000 Penalty: 5027.017090
	Iteration 15Q: 3 clusters Score -4813878 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 24922 members 
Entering Unmasked Estep 
Score: -4813939.000000 Penalty: 5027.017090
	Iteration 16Q: 3 clusters Score -4813939 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 24943 members 
Entering Unmasked Estep 
Score: -4813969.500000 Penalty: 5027.017090
	Iteration 17Q: 3 clusters Score -4813970 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 24950 members 
Entering Unmasked Estep 
Score: -4813987.500000 Penalty: 5027.017090
	Iteration 18Q: 3 clusters Score -4813988 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -4813994.000000 Penalty: 5027.017090
	Iteration 19Q: 3 clusters Score -4813994 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 24957 members 
Entering Unmasked Estep 
Score: -4814000.000000 Penalty: 5027.017090
	Iteration 20F: 3 clusters Score -4814000 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 24959 members 
Entering Unmasked Estep 
Score: -4814004.000000 Penalty: 5027.017090
	Iteration 21Q: 3 clusters Score -4814004 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 24960 members 
Entering Unmasked Estep 
Score: -4814005.000000 Penalty: 5027.017090
	Iteration 22Q: 3 clusters Score -4814005 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 24961 members 
Entering Unmasked Estep 
Score: -4814009.500000 Penalty: 5027.017090
	Iteration 23Q: 3 clusters Score -4814010 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 24963 members 
Entering Unmasked Estep 
Score: -4814012.000000 Penalty: 5027.017090
	Iteration 24Q: 3 clusters Score -4814012 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 24968 members 
Entering Unmasked Estep 
Score: -4814022.000000 Penalty: 5027.017090
	Iteration 25Q: 3 clusters Score -4814022 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -4814025.000000 Penalty: 5027.017090
	Iteration 26Q: 3 clusters Score -4814025 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 24975 members 
Entering Unmasked Estep 
Score: -4814033.500000 Penalty: 5027.017090
	Iteration 27Q: 3 clusters Score -4814034 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -4814033.000000 Penalty: 5027.017090
	Iteration 28Q: 3 clusters Score -4814033 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 24977 members 
Entering Unmasked Estep 
Score: -4814035.000000 Penalty: 5027.017090
	Iteration 29Q: 3 clusters Score -4814035 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -4814031.000000 Penalty: 5027.017090
	Iteration 30Q: 3 clusters Score -4814031 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 24976 members 
Entering Unmasked Estep 
Score: -4814031.000000 Penalty: 5027.017090
	Iteration 31F: 3 clusters Score -4814031 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -73280.937500 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -73280.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 209 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -71828.679688 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -71828.68 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -71948.523438 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -71948.52 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 204 members 
Mstep: Class 2 contains 238 members 
Entering Unmasked Estep 
Score: -71973.187500 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -71973.19 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 202 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -71993.578125 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -71993.58 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72011.226562 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -72011.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72023.546875 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -72023.55 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 197 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -72043.500000 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -72043.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72055.921875 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -72055.92 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72059.203125 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -72059.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 192 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -72059.203125 Penalty: 3021.289795
	Iteration 9F: 3 clusters Score -72059.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -122666.273438 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -122666.3 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 363 members 
Entering Unmasked Estep 
Score: -120964.437500 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -120964.4 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -121206.796875 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -121206.8 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -121254.203125 Penalty: 3276.227783
	Iteration 2Q: 3 clusters Score -121254.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -121295.531250 Penalty: 3276.227783
	Iteration 3Q: 3 clusters Score -121295.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 399 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -121325.710938 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -121325.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -121341.976562 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -121342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -121353.906250 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -121353.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -121358.343750 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -121358.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -121358.343750 Penalty: 3276.227783
	Iteration 8F: 3 clusters Score -121358.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (45642 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45642 members 
Entering Unmasked Estep 
Score: -8803044.000000 Penalty: 2660.688721
	Iteration 0F: 2 clusters Score -8803044 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22759 members 
Mstep: Class 2 contains 22883 members 
Entering Unmasked Estep 
Score: -8776311.000000 Penalty: 5321.377441
	Iteration 0F: 3 clusters Score -8776311 nChanged 21126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22059 members 
Mstep: Class 2 contains 23583 members 
Entering Unmasked Estep 
Score: -8787978.000000 Penalty: 5321.377441
	Iteration 1F: 3 clusters Score -8787978 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21458 members 
Mstep: Class 2 contains 24184 members 
Entering Unmasked Estep 
Score: -8788596.000000 Penalty: 5321.377441
	Iteration 2Q: 3 clusters Score -8788596 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20608 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -8789139.000000 Penalty: 5321.377441
	Iteration 3Q: 3 clusters Score -8789139 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 26259 members 
Entering Unmasked Estep 
Score: -8789742.000000 Penalty: 5321.377441
	Iteration 4Q: 3 clusters Score -8789742 nChanged 2063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17700 members 
Mstep: Class 2 contains 27942 members 
Entering Unmasked Estep 
Score: -8790521.000000 Penalty: 5321.377441
	Iteration 5Q: 3 clusters Score -8790521 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15437 members 
Mstep: Class 2 contains 30205 members 
Entering Unmasked Estep 
Score: -8791666.000000 Penalty: 5321.377441
	Iteration 6F: 3 clusters Score -8791666 nChanged 2861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12644 members 
Mstep: Class 2 contains 32998 members 
Entering Unmasked Estep 
Score: -8793226.000000 Penalty: 5321.377441
	Iteration 7F: 3 clusters Score -8793226 nChanged 3161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9523 members 
Mstep: Class 2 contains 36119 members 
Entering Unmasked Estep 
Score: -8795091.000000 Penalty: 5321.377441
	Iteration 8F: 3 clusters Score -8795091 nChanged 3078
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6467 members 
Mstep: Class 2 contains 39175 members 
Entering Unmasked Estep 
Score: -8797109.000000 Penalty: 5321.377441
	Iteration 9F: 3 clusters Score -8797109 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3862 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -8798761.000000 Penalty: 5321.377441
	Iteration 10F: 3 clusters Score -8798761 nChanged 1711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 43481 members 
Entering Unmasked Estep 
Score: -8799619.000000 Penalty: 5321.377441
	Iteration 11Q: 3 clusters Score -8799619 nChanged 916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 44373 members 
Entering Unmasked Estep 
Score: -8800136.000000 Penalty: 5321.377441
	Iteration 12Q: 3 clusters Score -8800136 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 44798 members 
Entering Unmasked Estep 
Score: -8800391.000000 Penalty: 5321.377441
	Iteration 13Q: 3 clusters Score -8800391 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 45012 members 
Entering Unmasked Estep 
Score: -8800577.000000 Penalty: 5321.377441
	Iteration 14Q: 3 clusters Score -8800577 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 45112 members 
Entering Unmasked Estep 
Score: -8800652.000000 Penalty: 5321.377441
	Iteration 15Q: 3 clusters Score -8800652 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45165 members 
Entering Unmasked Estep 
Score: -8800697.000000 Penalty: 5321.377441
	Iteration 16Q: 3 clusters Score -8800697 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 45192 members 
Entering Unmasked Estep 
Score: -8800731.000000 Penalty: 5321.377441
	Iteration 17Q: 3 clusters Score -8800731 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -8800749.000000 Penalty: 5321.377441
	Iteration 18Q: 3 clusters Score -8800749 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 45217 members 
Entering Unmasked Estep 
Score: -8800773.000000 Penalty: 5321.377441
	Iteration 19Q: 3 clusters Score -8800773 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 45226 members 
Entering Unmasked Estep 
Score: -8800792.000000 Penalty: 5321.377441
	Iteration 20F: 3 clusters Score -8800792 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 45231 members 
Entering Unmasked Estep 
Score: -8800791.000000 Penalty: 5321.377441
	Iteration 21Q: 3 clusters Score -8800791 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 45234 members 
Entering Unmasked Estep 
Score: -8800814.000000 Penalty: 5321.377441
	Iteration 22Q: 3 clusters Score -8800814 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 45242 members 
Entering Unmasked Estep 
Score: -8800816.000000 Penalty: 5321.377441
	Iteration 23Q: 3 clusters Score -8800816 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 45245 members 
Entering Unmasked Estep 
Score: -8800823.000000 Penalty: 5321.377441
	Iteration 24Q: 3 clusters Score -8800823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8800824.000000 Penalty: 5321.377441
	Iteration 25Q: 3 clusters Score -8800824 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 45249 members 
Entering Unmasked Estep 
Score: -8800835.000000 Penalty: 5321.377441
	Iteration 26Q: 3 clusters Score -8800835 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8800831.000000 Penalty: 5321.377441
	Iteration 27Q: 3 clusters Score -8800831 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -8800837.000000 Penalty: 5321.377441
	Iteration 28Q: 3 clusters Score -8800837 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -8800843.000000 Penalty: 5321.377441
	Iteration 29Q: 3 clusters Score -8800843 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 45261 members 
Entering Unmasked Estep 
Score: -8800849.000000 Penalty: 5321.377441
	Iteration 30Q: 3 clusters Score -8800849 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8800854.000000 Penalty: 5321.377441
	Iteration 31Q: 3 clusters Score -8800854 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 379 members 
Mstep: Class 2 contains 45263 members 
Entering Unmasked Estep 
Score: -8800854.000000 Penalty: 5321.377441
	Iteration 32F: 3 clusters Score -8800854 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (22942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22942 members 
Entering Unmasked Estep 
Score: -4561067.000000 Penalty: 2490.099854
	Iteration 0F: 2 clusters Score -4561067 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 11520 members 
Entering Unmasked Estep 
Score: -4545450.500000 Penalty: 4980.199707
	Iteration 0F: 3 clusters Score -4545450 nChanged 10068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 11872 members 
Entering Unmasked Estep 
Score: -4550789.000000 Penalty: 4980.199707
	Iteration 1F: 3 clusters Score -4550789 nChanged 1119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10773 members 
Mstep: Class 2 contains 12169 members 
Entering Unmasked Estep 
Score: -4551146.000000 Penalty: 4980.199707
	Iteration 2Q: 3 clusters Score -4551146 nChanged 1013
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10348 members 
Mstep: Class 2 contains 12594 members 
Entering Unmasked Estep 
Score: -4551464.000000 Penalty: 4980.199707
	Iteration 3Q: 3 clusters Score -4551464 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9778 members 
Mstep: Class 2 contains 13164 members 
Entering Unmasked Estep 
Score: -4551794.000000 Penalty: 4980.199707
	Iteration 4Q: 3 clusters Score -4551794 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9026 members 
Mstep: Class 2 contains 13916 members 
Entering Unmasked Estep 
Score: -4552163.000000 Penalty: 4980.199707
	Iteration 5Q: 3 clusters Score -4552163 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8092 members 
Mstep: Class 2 contains 14850 members 
Entering Unmasked Estep 
Score: -4552644.500000 Penalty: 4980.199707
	Iteration 6Q: 3 clusters Score -4552644 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 15991 members 
Entering Unmasked Estep 
Score: -4553294.000000 Penalty: 4980.199707
	Iteration 7F: 3 clusters Score -4553294 nChanged 1316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5683 members 
Mstep: Class 2 contains 17259 members 
Entering Unmasked Estep 
Score: -4554137.500000 Penalty: 4980.199707
	Iteration 8F: 3 clusters Score -4554138 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4316 members 
Mstep: Class 2 contains 18626 members 
Entering Unmasked Estep 
Score: -4555175.500000 Penalty: 4980.199707
	Iteration 9F: 3 clusters Score -4555176 nChanged 1334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2986 members 
Mstep: Class 2 contains 19956 members 
Entering Unmasked Estep 
Score: -4556246.000000 Penalty: 4980.199707
	Iteration 10F: 3 clusters Score -4556246 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 21064 members 
Entering Unmasked Estep 
Score: -4557190.500000 Penalty: 4980.199707
	Iteration 11Q: 3 clusters Score -4557190 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 21801 members 
Entering Unmasked Estep 
Score: -4557900.000000 Penalty: 4980.199707
	Iteration 12Q: 3 clusters Score -4557900 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 22224 members 
Entering Unmasked Estep 
Score: -4558319.500000 Penalty: 4980.199707
	Iteration 13Q: 3 clusters Score -4558320 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 22434 members 
Entering Unmasked Estep 
Score: -4558569.000000 Penalty: 4980.199707
	Iteration 14Q: 3 clusters Score -4558569 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 427 members 
Mstep: Class 2 contains 22515 members 
Entering Unmasked Estep 
Score: -4558643.500000 Penalty: 4980.199707
	Iteration 15Q: 3 clusters Score -4558644 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 22567 members 
Entering Unmasked Estep 
Score: -4558716.500000 Penalty: 4980.199707
	Iteration 16Q: 3 clusters Score -4558716 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 22597 members 
Entering Unmasked Estep 
Score: -4558761.500000 Penalty: 4980.199707
	Iteration 17Q: 3 clusters Score -4558762 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -4558792.500000 Penalty: 4980.199707
	Iteration 18Q: 3 clusters Score -4558792 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 22621 members 
Entering Unmasked Estep 
Score: -4558812.500000 Penalty: 4980.199707
	Iteration 19Q: 3 clusters Score -4558812 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -4558832.000000 Penalty: 4980.199707
	Iteration 20F: 3 clusters Score -4558832 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -4558843.500000 Penalty: 4980.199707
	Iteration 21Q: 3 clusters Score -4558844 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 22643 members 
Entering Unmasked Estep 
Score: -4558854.000000 Penalty: 4980.199707
	Iteration 22Q: 3 clusters Score -4558854 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 22647 members 
Entering Unmasked Estep 
Score: -4558855.500000 Penalty: 4980.199707
	Iteration 23Q: 3 clusters Score -4558856 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -4558859.500000 Penalty: 4980.199707
	Iteration 24Q: 3 clusters Score -4558860 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 22652 members 
Entering Unmasked Estep 
Score: -4558861.500000 Penalty: 4980.199707
	Iteration 25Q: 3 clusters Score -4558862 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 22655 members 
Entering Unmasked Estep 
Score: -4558868.000000 Penalty: 4980.199707
	Iteration 26Q: 3 clusters Score -4558868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 22656 members 
Entering Unmasked Estep 
Score: -4558867.000000 Penalty: 4980.199707
	Iteration 27Q: 3 clusters Score -4558867 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 22657 members 
Entering Unmasked Estep 
Score: -4558868.000000 Penalty: 4980.199707
	Iteration 28Q: 3 clusters Score -4558868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4558871.000000 Penalty: 4980.199707
	Iteration 29Q: 3 clusters Score -4558871 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -4558871.000000 Penalty: 4980.199707
	Iteration 30F: 3 clusters Score -4558871 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -21454.580078 Penalty: 1232.513672
	Iteration 0F: 2 clusters Score -21454.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 87 members 
Entering Unmasked Estep 
Score: -20558.740234 Penalty: 2465.027344
	Iteration 0F: 3 clusters Score -20558.74 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20573.552734 Penalty: 2465.027344
	Iteration 1Q: 3 clusters Score -20573.55 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -20593.197266 Penalty: 2465.027344
	Iteration 2Q: 3 clusters Score -20593.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 61 members 
Mstep: Class 2 contains 83 members 
Entering Unmasked Estep 
Score: -20595.353516 Penalty: 2465.027344
	Iteration 3Q: 3 clusters Score -20595.35 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 62 members 
Mstep: Class 2 contains 82 members 
Entering Unmasked Estep 
Score: -20596.798828 Penalty: 2465.027344
	Iteration 4Q: 3 clusters Score -20596.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20598.916016 Penalty: 2465.027344
	Iteration 5Q: 3 clusters Score -20598.92 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20598.916016 Penalty: 2465.027344
	Iteration 6F: 3 clusters Score -20598.92 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (25385 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25385 members 
Entering Unmasked Estep 
Score: -5092312.500000 Penalty: 2515.194580
	Iteration 0F: 2 clusters Score -5092312 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12600 members 
Mstep: Class 2 contains 12785 members 
Entering Unmasked Estep 
Score: -5075428.000000 Penalty: 5030.389160
	Iteration 0F: 3 clusters Score -5075428 nChanged 11333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12009 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5081574.000000 Penalty: 5030.389160
	Iteration 1F: 3 clusters Score -5081574 nChanged 1232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11691 members 
Mstep: Class 2 contains 13694 members 
Entering Unmasked Estep 
Score: -5081968.000000 Penalty: 5030.389160
	Iteration 2Q: 3 clusters Score -5081968 nChanged 1064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11241 members 
Mstep: Class 2 contains 14144 members 
Entering Unmasked Estep 
Score: -5082320.000000 Penalty: 5030.389160
	Iteration 3Q: 3 clusters Score -5082320 nChanged 962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10695 members 
Mstep: Class 2 contains 14690 members 
Entering Unmasked Estep 
Score: -5082569.500000 Penalty: 5030.389160
	Iteration 4Q: 3 clusters Score -5082570 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9956 members 
Mstep: Class 2 contains 15429 members 
Entering Unmasked Estep 
Score: -5082922.500000 Penalty: 5030.389160
	Iteration 5Q: 3 clusters Score -5082922 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8973 members 
Mstep: Class 2 contains 16412 members 
Entering Unmasked Estep 
Score: -5083407.500000 Penalty: 5030.389160
	Iteration 6Q: 3 clusters Score -5083408 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 17599 members 
Entering Unmasked Estep 
Score: -5084049.000000 Penalty: 5030.389160
	Iteration 7Q: 3 clusters Score -5084049 nChanged 1469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6333 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -5084987.000000 Penalty: 5030.389160
	Iteration 8F: 3 clusters Score -5084987 nChanged 1627
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4714 members 
Mstep: Class 2 contains 20671 members 
Entering Unmasked Estep 
Score: -5086193.000000 Penalty: 5030.389160
	Iteration 9F: 3 clusters Score -5086193 nChanged 1551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3165 members 
Mstep: Class 2 contains 22220 members 
Entering Unmasked Estep 
Score: -5087488.000000 Penalty: 5030.389160
	Iteration 10F: 3 clusters Score -5087488 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 23500 members 
Entering Unmasked Estep 
Score: -5088515.000000 Penalty: 5030.389160
	Iteration 11F: 3 clusters Score -5088515 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 24352 members 
Entering Unmasked Estep 
Score: -5089218.500000 Penalty: 5030.389160
	Iteration 12Q: 3 clusters Score -5089218 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 24793 members 
Entering Unmasked Estep 
Score: -5089651.000000 Penalty: 5030.389160
	Iteration 13Q: 3 clusters Score -5089651 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 24979 members 
Entering Unmasked Estep 
Score: -5089834.500000 Penalty: 5030.389160
	Iteration 14Q: 3 clusters Score -5089834 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -5089935.500000 Penalty: 5030.389160
	Iteration 15Q: 3 clusters Score -5089936 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -5089977.500000 Penalty: 5030.389160
	Iteration 16Q: 3 clusters Score -5089978 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -5090003.000000 Penalty: 5030.389160
	Iteration 17Q: 3 clusters Score -5090003 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 25114 members 
Entering Unmasked Estep 
Score: -5090010.500000 Penalty: 5030.389160
	Iteration 18Q: 3 clusters Score -5090010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -5090016.000000 Penalty: 5030.389160
	Iteration 19Q: 3 clusters Score -5090016 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 25119 members 
Entering Unmasked Estep 
Score: -5090017.000000 Penalty: 5030.389160
	Iteration 20F: 3 clusters Score -5090017 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -5090019.500000 Penalty: 5030.389160
	Iteration 21Q: 3 clusters Score -5090020 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -5090030.500000 Penalty: 5030.389160
	Iteration 22Q: 3 clusters Score -5090030 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 260 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -5090038.000000 Penalty: 5030.389160
	Iteration 23Q: 3 clusters Score -5090038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 25127 members 
Entering Unmasked Estep 
Score: -5090042.500000 Penalty: 5030.389160
	Iteration 24Q: 3 clusters Score -5090042 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -5090048.500000 Penalty: 5030.389160
	Iteration 25Q: 3 clusters Score -5090048 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 256 members 
Mstep: Class 2 contains 25129 members 
Entering Unmasked Estep 
Score: -5090048.500000 Penalty: 5030.389160
	Iteration 26F: 3 clusters Score -5090048 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -105210.875000 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -105210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103619.523438 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -103619.5 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -103869.960938 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -103870 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -103950.437500 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -103950.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -103981.609375 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -103981.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -103993.750000 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -103993.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -104010.085938 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -104010.1 nChanged 8
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: -104023.164062 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -104023.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -104030.507812 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -104030.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -104035.703125 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -104035.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -104039.742188 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -104039.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -104042.054688 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -104042.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -104043.132812 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -104043.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -104044.218750 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -104044.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 282 members 
Entering Unmasked Estep 
Score: -104044.218750 Penalty: 3200.998047
	Iteration 13F: 3 clusters Score -104044.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -50156.011719 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -50156.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48819.945312 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -48819.95 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 162 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -48929.117188 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -48929.12 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48961.199219 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -48961.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48965.593750 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -48965.59 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48965.593750 Penalty: 2856.415283
	Iteration 4F: 3 clusters Score -48965.59 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (26370 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26370 members 
Entering Unmasked Estep 
Score: -5265974.500000 Penalty: 2524.635498
	Iteration 0F: 2 clusters Score -5265974 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13282 members 
Mstep: Class 2 contains 13088 members 
Entering Unmasked Estep 
Score: -5248314.000000 Penalty: 5049.270996
	Iteration 0F: 3 clusters Score -5248314 nChanged 11874
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13986 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -5254489.000000 Penalty: 5049.270996
	Iteration 1F: 3 clusters Score -5254489 nChanged 1299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14487 members 
Mstep: Class 2 contains 11883 members 
Entering Unmasked Estep 
Score: -5254894.500000 Penalty: 5049.270996
	Iteration 2Q: 3 clusters Score -5254894 nChanged 1262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 11153 members 
Entering Unmasked Estep 
Score: -5255383.000000 Penalty: 5049.270996
	Iteration 3Q: 3 clusters Score -5255383 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 10259 members 
Entering Unmasked Estep 
Score: -5255919.500000 Penalty: 5049.270996
	Iteration 4Q: 3 clusters Score -5255920 nChanged 1421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17260 members 
Mstep: Class 2 contains 9110 members 
Entering Unmasked Estep 
Score: -5256585.500000 Penalty: 5049.270996
	Iteration 5F: 3 clusters Score -5256586 nChanged 1504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18570 members 
Mstep: Class 2 contains 7800 members 
Entering Unmasked Estep 
Score: -5257533.000000 Penalty: 5049.270996
	Iteration 6F: 3 clusters Score -5257533 nChanged 1561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19987 members 
Mstep: Class 2 contains 6383 members 
Entering Unmasked Estep 
Score: -5258572.500000 Penalty: 5049.270996
	Iteration 7F: 3 clusters Score -5258572 nChanged 1505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21394 members 
Mstep: Class 2 contains 4976 members 
Entering Unmasked Estep 
Score: -5259671.000000 Penalty: 5049.270996
	Iteration 8F: 3 clusters Score -5259671 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -5260852.000000 Penalty: 5049.270996
	Iteration 9F: 3 clusters Score -5260852 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23852 members 
Mstep: Class 2 contains 2518 members 
Entering Unmasked Estep 
Score: -5261903.000000 Penalty: 5049.270996
	Iteration 10Q: 3 clusters Score -5261903 nChanged 850
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 1676 members 
Entering Unmasked Estep 
Score: -5262624.000000 Penalty: 5049.270996
	Iteration 11Q: 3 clusters Score -5262624 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25227 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -5263114.000000 Penalty: 5049.270996
	Iteration 12Q: 3 clusters Score -5263114 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25545 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -5263435.000000 Penalty: 5049.270996
	Iteration 13Q: 3 clusters Score -5263435 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25744 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5263601.000000 Penalty: 5049.270996
	Iteration 14Q: 3 clusters Score -5263601 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25861 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -5263675.000000 Penalty: 5049.270996
	Iteration 15Q: 3 clusters Score -5263675 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25929 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -5263747.000000 Penalty: 5049.270996
	Iteration 16Q: 3 clusters Score -5263747 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25972 members 
Mstep: Class 2 contains 398 members 
Entering Unmasked Estep 
Score: -5263782.000000 Penalty: 5049.270996
	Iteration 17Q: 3 clusters Score -5263782 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26001 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -5263784.500000 Penalty: 5049.270996
	Iteration 18Q: 3 clusters Score -5263784 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26015 members 
Mstep: Class 2 contains 355 members 
Entering Unmasked Estep 
Score: -5263800.000000 Penalty: 5049.270996
	Iteration 19Q: 3 clusters Score -5263800 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26027 members 
Mstep: Class 2 contains 343 members 
Entering Unmasked Estep 
Score: -5263811.500000 Penalty: 5049.270996
	Iteration 20F: 3 clusters Score -5263812 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26036 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -5263817.500000 Penalty: 5049.270996
	Iteration 21Q: 3 clusters Score -5263818 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26041 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -5263824.000000 Penalty: 5049.270996
	Iteration 22Q: 3 clusters Score -5263824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -5263829.500000 Penalty: 5049.270996
	Iteration 23Q: 3 clusters Score -5263830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26046 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5263834.500000 Penalty: 5049.270996
	Iteration 24Q: 3 clusters Score -5263834 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26049 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -5263840.000000 Penalty: 5049.270996
	Iteration 25Q: 3 clusters Score -5263840 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26057 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -5263850.000000 Penalty: 5049.270996
	Iteration 26Q: 3 clusters Score -5263850 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26064 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -5263856.000000 Penalty: 5049.270996
	Iteration 27Q: 3 clusters Score -5263856 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26066 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -5263856.500000 Penalty: 5049.270996
	Iteration 28Q: 3 clusters Score -5263856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -5263863.000000 Penalty: 5049.270996
	Iteration 29Q: 3 clusters Score -5263863 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26072 members 
Mstep: Class 2 contains 298 members 
Entering Unmasked Estep 
Score: -5263868.000000 Penalty: 5049.270996
	Iteration 30Q: 3 clusters Score -5263868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5263871.500000 Penalty: 5049.270996
	Iteration 31Q: 3 clusters Score -5263872 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26073 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -5263867.500000 Penalty: 5049.270996
	Iteration 32Q: 3 clusters Score -5263868 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26074 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -5263865.500000 Penalty: 5049.270996
	Iteration 33Q: 3 clusters Score -5263866 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5263869.500000 Penalty: 5049.270996
	Iteration 34Q: 3 clusters Score -5263870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26075 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -5263869.500000 Penalty: 5049.270996
	Iteration 35F: 3 clusters Score -5263870 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18651 members 
Mstep: Class 2 contains 5614 members 
Mstep: Class 3 contains 32721 members 
Mstep: Class 4 contains 45528 members 
Mstep: Class 5 contains 19905 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41517 members 
Mstep: Class 8 contains 45377 members 
Mstep: Class 9 contains 55329 members 
Mstep: Class 10 contains 17264 members 
Mstep: Class 11 contains 25975 members 
Mstep: Class 12 contains 58525 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 15724 members 
Mstep: Class 15 contains 9146 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43658 members 
Mstep: Class 18 contains 5482 members 
Mstep: Class 19 contains 6019 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30967 members 
Mstep: Class 22 contains 43095 members 
Mstep: Class 23 contains 29114 members 
Mstep: Class 24 contains 3724 members 
Mstep: Class 25 contains 6884 members 
Mstep: Class 26 contains 41526 members 
Mstep: Class 27 contains 55008 members 
Mstep: Class 28 contains 49984 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 9523 members 
Mstep: Class 31 contains 56844 members 
Mstep: Class 32 contains 23595 members 
Mstep: Class 33 contains 42112 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45445 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25393 members 
Mstep: Class 40 contains 25110 members 
Mstep: Class 41 contains 22852 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25213 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45642 members 
Mstep: Class 47 contains 22942 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 25385 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26370 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984864.000000 Penalty: 179582.890625
Iteration 319Q: 53 clusters Score -2.079849e+08 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18638 members 
Mstep: Class 2 contains 5607 members 
Mstep: Class 3 contains 32689 members 
Mstep: Class 4 contains 45560 members 
Mstep: Class 5 contains 19945 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41536 members 
Mstep: Class 8 contains 45372 members 
Mstep: Class 9 contains 55304 members 
Mstep: Class 10 contains 17259 members 
Mstep: Class 11 contains 25914 members 
Mstep: Class 12 contains 58523 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 15521 members 
Mstep: Class 15 contains 9137 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43689 members 
Mstep: Class 18 contains 5481 members 
Mstep: Class 19 contains 6017 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30965 members 
Mstep: Class 22 contains 43129 members 
Mstep: Class 23 contains 29106 members 
Mstep: Class 24 contains 3700 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 41510 members 
Mstep: Class 27 contains 54985 members 
Mstep: Class 28 contains 49970 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 9491 members 
Mstep: Class 31 contains 56841 members 
Mstep: Class 32 contains 23672 members 
Mstep: Class 33 contains 42116 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45432 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25625 members 
Mstep: Class 40 contains 25203 members 
Mstep: Class 41 contains 22842 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25218 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45657 members 
Mstep: Class 47 contains 22951 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 25422 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26253 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984832.000000 Penalty: 179582.890625
Iteration 320F: 53 clusters Score -2.079848e+08 nChanged 2686
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18621 members 
Mstep: Class 2 contains 5603 members 
Mstep: Class 3 contains 32659 members 
Mstep: Class 4 contains 45581 members 
Mstep: Class 5 contains 19987 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41545 members 
Mstep: Class 8 contains 45360 members 
Mstep: Class 9 contains 55292 members 
Mstep: Class 10 contains 17253 members 
Mstep: Class 11 contains 25859 members 
Mstep: Class 12 contains 58545 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 15308 members 
Mstep: Class 15 contains 9131 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43703 members 
Mstep: Class 18 contains 5477 members 
Mstep: Class 19 contains 6016 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30971 members 
Mstep: Class 22 contains 43131 members 
Mstep: Class 23 contains 29096 members 
Mstep: Class 24 contains 3658 members 
Mstep: Class 25 contains 6884 members 
Mstep: Class 26 contains 41505 members 
Mstep: Class 27 contains 54977 members 
Mstep: Class 28 contains 49948 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 9464 members 
Mstep: Class 31 contains 56823 members 
Mstep: Class 32 contains 23750 members 
Mstep: Class 33 contains 42108 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45448 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 25886 members 
Mstep: Class 40 contains 25330 members 
Mstep: Class 41 contains 22820 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25220 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45675 members 
Mstep: Class 47 contains 22978 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 25396 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26155 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984880.000000 Penalty: 179582.890625
Iteration 321Q: 53 clusters Score -2.079849e+08 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18603 members 
Mstep: Class 2 contains 5594 members 
Mstep: Class 3 contains 32605 members 
Mstep: Class 4 contains 45604 members 
Mstep: Class 5 contains 20052 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41558 members 
Mstep: Class 8 contains 45327 members 
Mstep: Class 9 contains 55266 members 
Mstep: Class 10 contains 17244 members 
Mstep: Class 11 contains 25805 members 
Mstep: Class 12 contains 58561 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 15130 members 
Mstep: Class 15 contains 9129 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43726 members 
Mstep: Class 18 contains 5473 members 
Mstep: Class 19 contains 6014 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30970 members 
Mstep: Class 22 contains 43145 members 
Mstep: Class 23 contains 29091 members 
Mstep: Class 24 contains 3634 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 41486 members 
Mstep: Class 27 contains 54977 members 
Mstep: Class 28 contains 49920 members 
Mstep: Class 29 contains 4033 members 
Mstep: Class 30 contains 9432 members 
Mstep: Class 31 contains 56818 members 
Mstep: Class 32 contains 23821 members 
Mstep: Class 33 contains 42119 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45441 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26161 members 
Mstep: Class 40 contains 25527 members 
Mstep: Class 41 contains 22801 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25218 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45673 members 
Mstep: Class 47 contains 23022 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 25276 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26057 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984480.000000 Penalty: 179582.890625
Iteration 322Q: 53 clusters Score -2.079845e+08 nChanged 2859
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18594 members 
Mstep: Class 2 contains 5592 members 
Mstep: Class 3 contains 32564 members 
Mstep: Class 4 contains 45638 members 
Mstep: Class 5 contains 20103 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41560 members 
Mstep: Class 8 contains 45306 members 
Mstep: Class 9 contains 55222 members 
Mstep: Class 10 contains 17240 members 
Mstep: Class 11 contains 25760 members 
Mstep: Class 12 contains 58557 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 14976 members 
Mstep: Class 15 contains 9127 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43756 members 
Mstep: Class 18 contains 5469 members 
Mstep: Class 19 contains 6010 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31003 members 
Mstep: Class 22 contains 43141 members 
Mstep: Class 23 contains 29086 members 
Mstep: Class 24 contains 3587 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 41481 members 
Mstep: Class 27 contains 54985 members 
Mstep: Class 28 contains 49913 members 
Mstep: Class 29 contains 4032 members 
Mstep: Class 30 contains 9400 members 
Mstep: Class 31 contains 56809 members 
Mstep: Class 32 contains 23876 members 
Mstep: Class 33 contains 42114 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45427 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26360 members 
Mstep: Class 40 contains 25703 members 
Mstep: Class 41 contains 22793 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25214 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45684 members 
Mstep: Class 47 contains 23066 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 25134 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26031 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984848.000000 Penalty: 179582.890625
Iteration 323Q: 53 clusters Score -2.079848e+08 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18595 members 
Mstep: Class 2 contains 5590 members 
Mstep: Class 3 contains 32530 members 
Mstep: Class 4 contains 45673 members 
Mstep: Class 5 contains 20137 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41553 members 
Mstep: Class 8 contains 45286 members 
Mstep: Class 9 contains 55211 members 
Mstep: Class 10 contains 17241 members 
Mstep: Class 11 contains 25725 members 
Mstep: Class 12 contains 58569 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 14833 members 
Mstep: Class 15 contains 9124 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43757 members 
Mstep: Class 18 contains 5466 members 
Mstep: Class 19 contains 6009 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31032 members 
Mstep: Class 22 contains 43139 members 
Mstep: Class 23 contains 29082 members 
Mstep: Class 24 contains 3550 members 
Mstep: Class 25 contains 6884 members 
Mstep: Class 26 contains 41509 members 
Mstep: Class 27 contains 54991 members 
Mstep: Class 28 contains 49878 members 
Mstep: Class 29 contains 4030 members 
Mstep: Class 30 contains 9376 members 
Mstep: Class 31 contains 56785 members 
Mstep: Class 32 contains 23917 members 
Mstep: Class 33 contains 42097 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45425 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26545 members 
Mstep: Class 40 contains 25916 members 
Mstep: Class 41 contains 22783 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25206 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45668 members 
Mstep: Class 47 contains 23125 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24933 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26026 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984352.000000 Penalty: 179582.890625
Iteration 324Q: 53 clusters Score -2.079844e+08 nChanged 2879
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18582 members 
Mstep: Class 2 contains 5589 members 
Mstep: Class 3 contains 32483 members 
Mstep: Class 4 contains 45683 members 
Mstep: Class 5 contains 20180 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41572 members 
Mstep: Class 8 contains 45262 members 
Mstep: Class 9 contains 55187 members 
Mstep: Class 10 contains 17233 members 
Mstep: Class 11 contains 25660 members 
Mstep: Class 12 contains 58557 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 14737 members 
Mstep: Class 15 contains 9119 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43775 members 
Mstep: Class 18 contains 5464 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31047 members 
Mstep: Class 22 contains 43149 members 
Mstep: Class 23 contains 29088 members 
Mstep: Class 24 contains 3511 members 
Mstep: Class 25 contains 6885 members 
Mstep: Class 26 contains 41512 members 
Mstep: Class 27 contains 54991 members 
Mstep: Class 28 contains 49851 members 
Mstep: Class 29 contains 4030 members 
Mstep: Class 30 contains 9362 members 
Mstep: Class 31 contains 56764 members 
Mstep: Class 32 contains 23946 members 
Mstep: Class 33 contains 42099 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45431 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26671 members 
Mstep: Class 40 contains 26199 members 
Mstep: Class 41 contains 22775 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25203 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45664 members 
Mstep: Class 47 contains 23205 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24695 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984432.000000 Penalty: 179582.890625
Iteration 325Q: 53 clusters Score -2.079844e+08 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 5577 members 
Mstep: Class 3 contains 32437 members 
Mstep: Class 4 contains 45673 members 
Mstep: Class 5 contains 20244 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41588 members 
Mstep: Class 8 contains 45270 members 
Mstep: Class 9 contains 55165 members 
Mstep: Class 10 contains 17226 members 
Mstep: Class 11 contains 25602 members 
Mstep: Class 12 contains 58565 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 14655 members 
Mstep: Class 15 contains 9113 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43753 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6009 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31049 members 
Mstep: Class 22 contains 43150 members 
Mstep: Class 23 contains 29091 members 
Mstep: Class 24 contains 3465 members 
Mstep: Class 25 contains 6885 members 
Mstep: Class 26 contains 41535 members 
Mstep: Class 27 contains 54999 members 
Mstep: Class 28 contains 49837 members 
Mstep: Class 29 contains 4031 members 
Mstep: Class 30 contains 9322 members 
Mstep: Class 31 contains 56748 members 
Mstep: Class 32 contains 23988 members 
Mstep: Class 33 contains 42078 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45434 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26775 members 
Mstep: Class 40 contains 26510 members 
Mstep: Class 41 contains 22760 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25199 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45680 members 
Mstep: Class 47 contains 23261 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24424 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26064 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984544.000000 Penalty: 179582.890625
Iteration 326Q: 53 clusters Score -2.079845e+08 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18559 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 32365 members 
Mstep: Class 4 contains 45680 members 
Mstep: Class 5 contains 20314 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41618 members 
Mstep: Class 8 contains 45276 members 
Mstep: Class 9 contains 55141 members 
Mstep: Class 10 contains 17220 members 
Mstep: Class 11 contains 25551 members 
Mstep: Class 12 contains 58563 members 
Mstep: Class 13 contains 503 members 
Mstep: Class 14 contains 14571 members 
Mstep: Class 15 contains 9107 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43756 members 
Mstep: Class 18 contains 5463 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31065 members 
Mstep: Class 22 contains 43148 members 
Mstep: Class 23 contains 29092 members 
Mstep: Class 24 contains 3420 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 41517 members 
Mstep: Class 27 contains 55016 members 
Mstep: Class 28 contains 49791 members 
Mstep: Class 29 contains 4031 members 
Mstep: Class 30 contains 9291 members 
Mstep: Class 31 contains 56721 members 
Mstep: Class 32 contains 24019 members 
Mstep: Class 33 contains 42083 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45439 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26912 members 
Mstep: Class 40 contains 26836 members 
Mstep: Class 41 contains 22748 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25195 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45688 members 
Mstep: Class 47 contains 23327 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 24097 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984896.000000 Penalty: 179582.890625
Iteration 327Q: 53 clusters Score -2.079849e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18550 members 
Mstep: Class 2 contains 5570 members 
Mstep: Class 3 contains 32340 members 
Mstep: Class 4 contains 45687 members 
Mstep: Class 5 contains 20382 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41636 members 
Mstep: Class 8 contains 45276 members 
Mstep: Class 9 contains 55082 members 
Mstep: Class 10 contains 17219 members 
Mstep: Class 11 contains 25500 members 
Mstep: Class 12 contains 58568 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14494 members 
Mstep: Class 15 contains 9104 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43783 members 
Mstep: Class 18 contains 5462 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31075 members 
Mstep: Class 22 contains 43150 members 
Mstep: Class 23 contains 29092 members 
Mstep: Class 24 contains 3381 members 
Mstep: Class 25 contains 6881 members 
Mstep: Class 26 contains 41513 members 
Mstep: Class 27 contains 55031 members 
Mstep: Class 28 contains 49754 members 
Mstep: Class 29 contains 4029 members 
Mstep: Class 30 contains 9264 members 
Mstep: Class 31 contains 56699 members 
Mstep: Class 32 contains 24043 members 
Mstep: Class 33 contains 42063 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45453 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26995 members 
Mstep: Class 40 contains 27175 members 
Mstep: Class 41 contains 22741 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25196 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45686 members 
Mstep: Class 47 contains 23347 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 23732 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26235 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985200.000000 Penalty: 179582.890625
Iteration 328Q: 53 clusters Score -2.079852e+08 nChanged 3192
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18539 members 
Mstep: Class 2 contains 5559 members 
Mstep: Class 3 contains 32318 members 
Mstep: Class 4 contains 45691 members 
Mstep: Class 5 contains 20436 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41650 members 
Mstep: Class 8 contains 45244 members 
Mstep: Class 9 contains 55036 members 
Mstep: Class 10 contains 17213 members 
Mstep: Class 11 contains 25445 members 
Mstep: Class 12 contains 58577 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14392 members 
Mstep: Class 15 contains 9098 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43780 members 
Mstep: Class 18 contains 5456 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31069 members 
Mstep: Class 22 contains 43126 members 
Mstep: Class 23 contains 29092 members 
Mstep: Class 24 contains 3346 members 
Mstep: Class 25 contains 6881 members 
Mstep: Class 26 contains 41512 members 
Mstep: Class 27 contains 55044 members 
Mstep: Class 28 contains 49715 members 
Mstep: Class 29 contains 4028 members 
Mstep: Class 30 contains 9239 members 
Mstep: Class 31 contains 56680 members 
Mstep: Class 32 contains 24083 members 
Mstep: Class 33 contains 42040 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45493 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27108 members 
Mstep: Class 40 contains 27517 members 
Mstep: Class 41 contains 22732 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25212 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45693 members 
Mstep: Class 47 contains 23378 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 23391 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26375 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984480.000000 Penalty: 179582.890625
Iteration 329Q: 53 clusters Score -2.079845e+08 nChanged 3096
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 5548 members 
Mstep: Class 3 contains 32288 members 
Mstep: Class 4 contains 45711 members 
Mstep: Class 5 contains 20495 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41666 members 
Mstep: Class 8 contains 45253 members 
Mstep: Class 9 contains 55014 members 
Mstep: Class 10 contains 17206 members 
Mstep: Class 11 contains 25372 members 
Mstep: Class 12 contains 58603 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14305 members 
Mstep: Class 15 contains 9094 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43767 members 
Mstep: Class 18 contains 5452 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31075 members 
Mstep: Class 22 contains 43098 members 
Mstep: Class 23 contains 29078 members 
Mstep: Class 24 contains 3317 members 
Mstep: Class 25 contains 6880 members 
Mstep: Class 26 contains 41509 members 
Mstep: Class 27 contains 55031 members 
Mstep: Class 28 contains 49674 members 
Mstep: Class 29 contains 4027 members 
Mstep: Class 30 contains 9204 members 
Mstep: Class 31 contains 56673 members 
Mstep: Class 32 contains 24119 members 
Mstep: Class 33 contains 42022 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45518 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27239 members 
Mstep: Class 40 contains 27848 members 
Mstep: Class 41 contains 22710 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25225 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45686 members 
Mstep: Class 47 contains 23374 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 23053 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984256.000000 Penalty: 179582.890625
Iteration 330Q: 53 clusters Score -2.079843e+08 nChanged 3081
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18534 members 
Mstep: Class 2 contains 5545 members 
Mstep: Class 3 contains 32257 members 
Mstep: Class 4 contains 45725 members 
Mstep: Class 5 contains 20530 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41668 members 
Mstep: Class 8 contains 45231 members 
Mstep: Class 9 contains 54988 members 
Mstep: Class 10 contains 17197 members 
Mstep: Class 11 contains 25289 members 
Mstep: Class 12 contains 58599 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14271 members 
Mstep: Class 15 contains 9092 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43740 members 
Mstep: Class 18 contains 5446 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31099 members 
Mstep: Class 22 contains 43101 members 
Mstep: Class 23 contains 29067 members 
Mstep: Class 24 contains 3290 members 
Mstep: Class 25 contains 6880 members 
Mstep: Class 26 contains 41493 members 
Mstep: Class 27 contains 55032 members 
Mstep: Class 28 contains 49641 members 
Mstep: Class 29 contains 4026 members 
Mstep: Class 30 contains 9169 members 
Mstep: Class 31 contains 56657 members 
Mstep: Class 32 contains 24168 members 
Mstep: Class 33 contains 42020 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45521 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27328 members 
Mstep: Class 40 contains 28205 members 
Mstep: Class 41 contains 22695 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25235 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45690 members 
Mstep: Class 47 contains 23354 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22695 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26710 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984240.000000 Penalty: 179582.890625
Iteration 331Q: 53 clusters Score -2.079842e+08 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 5537 members 
Mstep: Class 3 contains 32253 members 
Mstep: Class 4 contains 45736 members 
Mstep: Class 5 contains 20552 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41671 members 
Mstep: Class 8 contains 45236 members 
Mstep: Class 9 contains 54967 members 
Mstep: Class 10 contains 17189 members 
Mstep: Class 11 contains 25204 members 
Mstep: Class 12 contains 58608 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14250 members 
Mstep: Class 15 contains 9081 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43714 members 
Mstep: Class 18 contains 5443 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31122 members 
Mstep: Class 22 contains 43080 members 
Mstep: Class 23 contains 29052 members 
Mstep: Class 24 contains 3259 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41482 members 
Mstep: Class 27 contains 55041 members 
Mstep: Class 28 contains 49639 members 
Mstep: Class 29 contains 4024 members 
Mstep: Class 30 contains 9144 members 
Mstep: Class 31 contains 56639 members 
Mstep: Class 32 contains 24220 members 
Mstep: Class 33 contains 42016 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45511 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27358 members 
Mstep: Class 40 contains 28558 members 
Mstep: Class 41 contains 22675 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25257 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45712 members 
Mstep: Class 47 contains 23319 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22341 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26893 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983984.000000 Penalty: 179582.890625
Iteration 332Q: 53 clusters Score -2.07984e+08 nChanged 2923
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18518 members 
Mstep: Class 2 contains 5524 members 
Mstep: Class 3 contains 32237 members 
Mstep: Class 4 contains 45731 members 
Mstep: Class 5 contains 20578 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41678 members 
Mstep: Class 8 contains 45232 members 
Mstep: Class 9 contains 54958 members 
Mstep: Class 10 contains 17181 members 
Mstep: Class 11 contains 25139 members 
Mstep: Class 12 contains 58593 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14229 members 
Mstep: Class 15 contains 9066 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43702 members 
Mstep: Class 18 contains 5442 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31130 members 
Mstep: Class 22 contains 43057 members 
Mstep: Class 23 contains 29062 members 
Mstep: Class 24 contains 3232 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41469 members 
Mstep: Class 27 contains 55033 members 
Mstep: Class 28 contains 49627 members 
Mstep: Class 29 contains 4024 members 
Mstep: Class 30 contains 9126 members 
Mstep: Class 31 contains 56628 members 
Mstep: Class 32 contains 24272 members 
Mstep: Class 33 contains 41987 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45526 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27356 members 
Mstep: Class 40 contains 28934 members 
Mstep: Class 41 contains 22661 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25285 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45747 members 
Mstep: Class 47 contains 23284 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 22018 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27043 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983904.000000 Penalty: 179582.890625
Iteration 333Q: 53 clusters Score -2.079839e+08 nChanged 2903
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18504 members 
Mstep: Class 2 contains 5506 members 
Mstep: Class 3 contains 32244 members 
Mstep: Class 4 contains 45755 members 
Mstep: Class 5 contains 20598 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41688 members 
Mstep: Class 8 contains 45233 members 
Mstep: Class 9 contains 54949 members 
Mstep: Class 10 contains 17182 members 
Mstep: Class 11 contains 25101 members 
Mstep: Class 12 contains 58584 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14211 members 
Mstep: Class 15 contains 9053 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43692 members 
Mstep: Class 18 contains 5441 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31121 members 
Mstep: Class 22 contains 43030 members 
Mstep: Class 23 contains 29051 members 
Mstep: Class 24 contains 3204 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 41461 members 
Mstep: Class 27 contains 55029 members 
Mstep: Class 28 contains 49617 members 
Mstep: Class 29 contains 4024 members 
Mstep: Class 30 contains 9118 members 
Mstep: Class 31 contains 56609 members 
Mstep: Class 32 contains 24304 members 
Mstep: Class 33 contains 41973 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45525 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27285 members 
Mstep: Class 40 contains 29358 members 
Mstep: Class 41 contains 22639 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25318 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45781 members 
Mstep: Class 47 contains 23204 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 21707 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27212 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983920.000000 Penalty: 179582.890625
Iteration 334Q: 53 clusters Score -2.079839e+08 nChanged 2692
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18491 members 
Mstep: Class 2 contains 5476 members 
Mstep: Class 3 contains 32212 members 
Mstep: Class 4 contains 45801 members 
Mstep: Class 5 contains 20631 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41706 members 
Mstep: Class 8 contains 45243 members 
Mstep: Class 9 contains 54937 members 
Mstep: Class 10 contains 17180 members 
Mstep: Class 11 contains 25054 members 
Mstep: Class 12 contains 58586 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14221 members 
Mstep: Class 15 contains 9043 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43694 members 
Mstep: Class 18 contains 5442 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31108 members 
Mstep: Class 22 contains 43021 members 
Mstep: Class 23 contains 29045 members 
Mstep: Class 24 contains 3190 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 41448 members 
Mstep: Class 27 contains 55021 members 
Mstep: Class 28 contains 49586 members 
Mstep: Class 29 contains 4025 members 
Mstep: Class 30 contains 9102 members 
Mstep: Class 31 contains 56591 members 
Mstep: Class 32 contains 24335 members 
Mstep: Class 33 contains 41956 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45524 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27208 members 
Mstep: Class 40 contains 29746 members 
Mstep: Class 41 contains 22624 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25341 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45780 members 
Mstep: Class 47 contains 23105 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 21471 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27365 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983776.000000 Penalty: 179582.890625
Iteration 335Q: 53 clusters Score -2.079838e+08 nChanged 2535
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18476 members 
Mstep: Class 2 contains 5456 members 
Mstep: Class 3 contains 32193 members 
Mstep: Class 4 contains 45804 members 
Mstep: Class 5 contains 20646 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41698 members 
Mstep: Class 8 contains 45258 members 
Mstep: Class 9 contains 54917 members 
Mstep: Class 10 contains 17178 members 
Mstep: Class 11 contains 25032 members 
Mstep: Class 12 contains 58574 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14239 members 
Mstep: Class 15 contains 9036 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43691 members 
Mstep: Class 18 contains 5441 members 
Mstep: Class 19 contains 6009 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31111 members 
Mstep: Class 22 contains 43022 members 
Mstep: Class 23 contains 29042 members 
Mstep: Class 24 contains 3169 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 41449 members 
Mstep: Class 27 contains 55024 members 
Mstep: Class 28 contains 49586 members 
Mstep: Class 29 contains 4023 members 
Mstep: Class 30 contains 9090 members 
Mstep: Class 31 contains 56569 members 
Mstep: Class 32 contains 24374 members 
Mstep: Class 33 contains 41942 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45555 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27144 members 
Mstep: Class 40 contains 30081 members 
Mstep: Class 41 contains 22610 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25361 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45802 members 
Mstep: Class 47 contains 23012 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 21259 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27443 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983808.000000 Penalty: 179582.890625
Iteration 336Q: 53 clusters Score -2.079838e+08 nChanged 2455
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 5444 members 
Mstep: Class 3 contains 32172 members 
Mstep: Class 4 contains 45836 members 
Mstep: Class 5 contains 20653 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41704 members 
Mstep: Class 8 contains 45272 members 
Mstep: Class 9 contains 54879 members 
Mstep: Class 10 contains 17174 members 
Mstep: Class 11 contains 25022 members 
Mstep: Class 12 contains 58605 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14280 members 
Mstep: Class 15 contains 9037 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43682 members 
Mstep: Class 18 contains 5442 members 
Mstep: Class 19 contains 6011 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31076 members 
Mstep: Class 22 contains 43018 members 
Mstep: Class 23 contains 29030 members 
Mstep: Class 24 contains 3155 members 
Mstep: Class 25 contains 6875 members 
Mstep: Class 26 contains 41446 members 
Mstep: Class 27 contains 55018 members 
Mstep: Class 28 contains 49583 members 
Mstep: Class 29 contains 4021 members 
Mstep: Class 30 contains 9071 members 
Mstep: Class 31 contains 56562 members 
Mstep: Class 32 contains 24421 members 
Mstep: Class 33 contains 41925 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45572 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27132 members 
Mstep: Class 40 contains 30348 members 
Mstep: Class 41 contains 22597 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25377 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45818 members 
Mstep: Class 47 contains 22901 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 21062 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983376.000000 Penalty: 179582.890625
Iteration 337Q: 53 clusters Score -2.079834e+08 nChanged 2306
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18430 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 32148 members 
Mstep: Class 4 contains 45839 members 
Mstep: Class 5 contains 20685 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41729 members 
Mstep: Class 8 contains 45289 members 
Mstep: Class 9 contains 54870 members 
Mstep: Class 10 contains 17163 members 
Mstep: Class 11 contains 25011 members 
Mstep: Class 12 contains 58623 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14324 members 
Mstep: Class 15 contains 9039 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43669 members 
Mstep: Class 18 contains 5438 members 
Mstep: Class 19 contains 6011 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31041 members 
Mstep: Class 22 contains 43002 members 
Mstep: Class 23 contains 29017 members 
Mstep: Class 24 contains 3147 members 
Mstep: Class 25 contains 6875 members 
Mstep: Class 26 contains 41433 members 
Mstep: Class 27 contains 55021 members 
Mstep: Class 28 contains 49560 members 
Mstep: Class 29 contains 4019 members 
Mstep: Class 30 contains 9053 members 
Mstep: Class 31 contains 56542 members 
Mstep: Class 32 contains 24464 members 
Mstep: Class 33 contains 41915 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45605 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27127 members 
Mstep: Class 40 contains 30584 members 
Mstep: Class 41 contains 22578 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25392 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45854 members 
Mstep: Class 47 contains 22812 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20883 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983760.000000 Penalty: 179582.890625
Iteration 338Q: 53 clusters Score -2.079838e+08 nChanged 2315
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18408 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 32129 members 
Mstep: Class 4 contains 45841 members 
Mstep: Class 5 contains 20731 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41757 members 
Mstep: Class 8 contains 45311 members 
Mstep: Class 9 contains 54849 members 
Mstep: Class 10 contains 17163 members 
Mstep: Class 11 contains 24991 members 
Mstep: Class 12 contains 58627 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14355 members 
Mstep: Class 15 contains 9036 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43637 members 
Mstep: Class 18 contains 5434 members 
Mstep: Class 19 contains 6010 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 31021 members 
Mstep: Class 22 contains 43009 members 
Mstep: Class 23 contains 29024 members 
Mstep: Class 24 contains 3129 members 
Mstep: Class 25 contains 6872 members 
Mstep: Class 26 contains 41387 members 
Mstep: Class 27 contains 55022 members 
Mstep: Class 28 contains 49539 members 
Mstep: Class 29 contains 4018 members 
Mstep: Class 30 contains 9049 members 
Mstep: Class 31 contains 56520 members 
Mstep: Class 32 contains 24496 members 
Mstep: Class 33 contains 41910 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45620 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27115 members 
Mstep: Class 40 contains 30791 members 
Mstep: Class 41 contains 22560 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25423 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45893 members 
Mstep: Class 47 contains 22730 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20748 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27603 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983472.000000 Penalty: 179582.890625
Iteration 339Q: 53 clusters Score -2.079835e+08 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18396 members 
Mstep: Class 2 contains 5433 members 
Mstep: Class 3 contains 32112 members 
Mstep: Class 4 contains 45846 members 
Mstep: Class 5 contains 20787 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41771 members 
Mstep: Class 8 contains 45326 members 
Mstep: Class 9 contains 54822 members 
Mstep: Class 10 contains 17159 members 
Mstep: Class 11 contains 24960 members 
Mstep: Class 12 contains 58630 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14416 members 
Mstep: Class 15 contains 9039 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43636 members 
Mstep: Class 18 contains 5430 members 
Mstep: Class 19 contains 6009 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30972 members 
Mstep: Class 22 contains 43020 members 
Mstep: Class 23 contains 29007 members 
Mstep: Class 24 contains 3127 members 
Mstep: Class 25 contains 6869 members 
Mstep: Class 26 contains 41358 members 
Mstep: Class 27 contains 55034 members 
Mstep: Class 28 contains 49521 members 
Mstep: Class 29 contains 4017 members 
Mstep: Class 30 contains 9038 members 
Mstep: Class 31 contains 56491 members 
Mstep: Class 32 contains 24523 members 
Mstep: Class 33 contains 41921 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45627 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27115 members 
Mstep: Class 40 contains 31006 members 
Mstep: Class 41 contains 22538 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25447 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45936 members 
Mstep: Class 47 contains 22679 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20619 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27555 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983056.000000 Penalty: 179582.890625
Iteration 340F: 53 clusters Score -2.079831e+08 nChanged 2070
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18387 members 
Mstep: Class 2 contains 5434 members 
Mstep: Class 3 contains 32096 members 
Mstep: Class 4 contains 45829 members 
Mstep: Class 5 contains 20846 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41807 members 
Mstep: Class 8 contains 45333 members 
Mstep: Class 9 contains 54789 members 
Mstep: Class 10 contains 17157 members 
Mstep: Class 11 contains 24930 members 
Mstep: Class 12 contains 58624 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14463 members 
Mstep: Class 15 contains 9037 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43628 members 
Mstep: Class 18 contains 5425 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30928 members 
Mstep: Class 22 contains 43038 members 
Mstep: Class 23 contains 29000 members 
Mstep: Class 24 contains 3117 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 41340 members 
Mstep: Class 27 contains 55036 members 
Mstep: Class 28 contains 49503 members 
Mstep: Class 29 contains 4016 members 
Mstep: Class 30 contains 9034 members 
Mstep: Class 31 contains 56462 members 
Mstep: Class 32 contains 24542 members 
Mstep: Class 33 contains 41929 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45649 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27136 members 
Mstep: Class 40 contains 31188 members 
Mstep: Class 41 contains 22523 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25458 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45968 members 
Mstep: Class 47 contains 22640 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20508 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27517 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207982544.000000 Penalty: 179582.890625
Iteration 341Q: 53 clusters Score -2.079825e+08 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18377 members 
Mstep: Class 2 contains 5435 members 
Mstep: Class 3 contains 32073 members 
Mstep: Class 4 contains 45840 members 
Mstep: Class 5 contains 20902 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41814 members 
Mstep: Class 8 contains 45327 members 
Mstep: Class 9 contains 54771 members 
Mstep: Class 10 contains 17161 members 
Mstep: Class 11 contains 24910 members 
Mstep: Class 12 contains 58626 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14520 members 
Mstep: Class 15 contains 9037 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43624 members 
Mstep: Class 18 contains 5421 members 
Mstep: Class 19 contains 6006 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30895 members 
Mstep: Class 22 contains 43070 members 
Mstep: Class 23 contains 28983 members 
Mstep: Class 24 contains 3112 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 41314 members 
Mstep: Class 27 contains 55029 members 
Mstep: Class 28 contains 49491 members 
Mstep: Class 29 contains 4016 members 
Mstep: Class 30 contains 9019 members 
Mstep: Class 31 contains 56433 members 
Mstep: Class 32 contains 24553 members 
Mstep: Class 33 contains 41935 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45676 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27095 members 
Mstep: Class 40 contains 31317 members 
Mstep: Class 41 contains 22502 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25465 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46012 members 
Mstep: Class 47 contains 22614 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20419 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27531 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207982400.000000 Penalty: 179582.890625
Iteration 342Q: 53 clusters Score -2.079824e+08 nChanged 1868
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18367 members 
Mstep: Class 2 contains 5426 members 
Mstep: Class 3 contains 32042 members 
Mstep: Class 4 contains 45825 members 
Mstep: Class 5 contains 20940 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41878 members 
Mstep: Class 8 contains 45329 members 
Mstep: Class 9 contains 54716 members 
Mstep: Class 10 contains 17161 members 
Mstep: Class 11 contains 24899 members 
Mstep: Class 12 contains 58659 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14569 members 
Mstep: Class 15 contains 9036 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43638 members 
Mstep: Class 18 contains 5419 members 
Mstep: Class 19 contains 6005 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30869 members 
Mstep: Class 22 contains 43062 members 
Mstep: Class 23 contains 28964 members 
Mstep: Class 24 contains 3103 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 41282 members 
Mstep: Class 27 contains 55032 members 
Mstep: Class 28 contains 49480 members 
Mstep: Class 29 contains 4015 members 
Mstep: Class 30 contains 9011 members 
Mstep: Class 31 contains 56402 members 
Mstep: Class 32 contains 24578 members 
Mstep: Class 33 contains 41950 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45704 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27080 members 
Mstep: Class 40 contains 31441 members 
Mstep: Class 41 contains 22491 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25472 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46021 members 
Mstep: Class 47 contains 22566 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20337 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27556 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207982304.000000 Penalty: 179582.890625
Iteration 343Q: 53 clusters Score -2.079823e+08 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18359 members 
Mstep: Class 2 contains 5411 members 
Mstep: Class 3 contains 32041 members 
Mstep: Class 4 contains 45851 members 
Mstep: Class 5 contains 20985 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41898 members 
Mstep: Class 8 contains 45323 members 
Mstep: Class 9 contains 54654 members 
Mstep: Class 10 contains 17167 members 
Mstep: Class 11 contains 24888 members 
Mstep: Class 12 contains 58683 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14614 members 
Mstep: Class 15 contains 9034 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43637 members 
Mstep: Class 18 contains 5410 members 
Mstep: Class 19 contains 6002 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30827 members 
Mstep: Class 22 contains 43033 members 
Mstep: Class 23 contains 28949 members 
Mstep: Class 24 contains 3095 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 41273 members 
Mstep: Class 27 contains 55041 members 
Mstep: Class 28 contains 49483 members 
Mstep: Class 29 contains 4015 members 
Mstep: Class 30 contains 8997 members 
Mstep: Class 31 contains 56386 members 
Mstep: Class 32 contains 24601 members 
Mstep: Class 33 contains 41949 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45731 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27071 members 
Mstep: Class 40 contains 31515 members 
Mstep: Class 41 contains 22477 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25482 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46040 members 
Mstep: Class 47 contains 22544 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20270 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27589 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981888.000000 Penalty: 179582.890625
Iteration 344Q: 53 clusters Score -2.079819e+08 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18348 members 
Mstep: Class 2 contains 5398 members 
Mstep: Class 3 contains 32054 members 
Mstep: Class 4 contains 45849 members 
Mstep: Class 5 contains 21030 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41912 members 
Mstep: Class 8 contains 45327 members 
Mstep: Class 9 contains 54591 members 
Mstep: Class 10 contains 17164 members 
Mstep: Class 11 contains 24887 members 
Mstep: Class 12 contains 58691 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14639 members 
Mstep: Class 15 contains 9033 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43646 members 
Mstep: Class 18 contains 5408 members 
Mstep: Class 19 contains 6001 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30802 members 
Mstep: Class 22 contains 43032 members 
Mstep: Class 23 contains 28933 members 
Mstep: Class 24 contains 3083 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 41281 members 
Mstep: Class 27 contains 55043 members 
Mstep: Class 28 contains 49461 members 
Mstep: Class 29 contains 4015 members 
Mstep: Class 30 contains 8978 members 
Mstep: Class 31 contains 56358 members 
Mstep: Class 32 contains 24634 members 
Mstep: Class 33 contains 41948 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45780 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27044 members 
Mstep: Class 40 contains 31578 members 
Mstep: Class 41 contains 22471 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25490 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46052 members 
Mstep: Class 47 contains 22519 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20226 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27621 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207982032.000000 Penalty: 179582.890625
Iteration 345Q: 53 clusters Score -2.07982e+08 nChanged 1740
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18347 members 
Mstep: Class 2 contains 5384 members 
Mstep: Class 3 contains 32065 members 
Mstep: Class 4 contains 45884 members 
Mstep: Class 5 contains 21091 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41943 members 
Mstep: Class 8 contains 45315 members 
Mstep: Class 9 contains 54533 members 
Mstep: Class 10 contains 17161 members 
Mstep: Class 11 contains 24882 members 
Mstep: Class 12 contains 58703 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14664 members 
Mstep: Class 15 contains 9034 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43657 members 
Mstep: Class 18 contains 5404 members 
Mstep: Class 19 contains 6002 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30788 members 
Mstep: Class 22 contains 43017 members 
Mstep: Class 23 contains 28888 members 
Mstep: Class 24 contains 3078 members 
Mstep: Class 25 contains 6863 members 
Mstep: Class 26 contains 41299 members 
Mstep: Class 27 contains 55045 members 
Mstep: Class 28 contains 49441 members 
Mstep: Class 29 contains 4014 members 
Mstep: Class 30 contains 8962 members 
Mstep: Class 31 contains 56334 members 
Mstep: Class 32 contains 24658 members 
Mstep: Class 33 contains 41956 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45796 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27016 members 
Mstep: Class 40 contains 31641 members 
Mstep: Class 41 contains 22464 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25491 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46057 members 
Mstep: Class 47 contains 22496 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20184 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27636 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981792.000000 Penalty: 179582.890625
Iteration 346Q: 53 clusters Score -2.079818e+08 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18332 members 
Mstep: Class 2 contains 5376 members 
Mstep: Class 3 contains 32076 members 
Mstep: Class 4 contains 45866 members 
Mstep: Class 5 contains 21145 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41978 members 
Mstep: Class 8 contains 45295 members 
Mstep: Class 9 contains 54466 members 
Mstep: Class 10 contains 17156 members 
Mstep: Class 11 contains 24879 members 
Mstep: Class 12 contains 58720 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14702 members 
Mstep: Class 15 contains 9035 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43674 members 
Mstep: Class 18 contains 5401 members 
Mstep: Class 19 contains 6003 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30788 members 
Mstep: Class 22 contains 43002 members 
Mstep: Class 23 contains 28857 members 
Mstep: Class 24 contains 3073 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 41309 members 
Mstep: Class 27 contains 55041 members 
Mstep: Class 28 contains 49405 members 
Mstep: Class 29 contains 4014 members 
Mstep: Class 30 contains 8946 members 
Mstep: Class 31 contains 56325 members 
Mstep: Class 32 contains 24681 members 
Mstep: Class 33 contains 41969 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45830 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26983 members 
Mstep: Class 40 contains 31720 members 
Mstep: Class 41 contains 22459 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25492 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46088 members 
Mstep: Class 47 contains 22471 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20150 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27626 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981840.000000 Penalty: 179582.890625
Iteration 347Q: 53 clusters Score -2.079818e+08 nChanged 1663
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18314 members 
Mstep: Class 2 contains 5374 members 
Mstep: Class 3 contains 32086 members 
Mstep: Class 4 contains 45892 members 
Mstep: Class 5 contains 21212 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41992 members 
Mstep: Class 8 contains 45286 members 
Mstep: Class 9 contains 54408 members 
Mstep: Class 10 contains 17153 members 
Mstep: Class 11 contains 24871 members 
Mstep: Class 12 contains 58735 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14731 members 
Mstep: Class 15 contains 9032 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43671 members 
Mstep: Class 18 contains 5397 members 
Mstep: Class 19 contains 6003 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30756 members 
Mstep: Class 22 contains 43014 members 
Mstep: Class 23 contains 28834 members 
Mstep: Class 24 contains 3070 members 
Mstep: Class 25 contains 6860 members 
Mstep: Class 26 contains 41328 members 
Mstep: Class 27 contains 55030 members 
Mstep: Class 28 contains 49370 members 
Mstep: Class 29 contains 4013 members 
Mstep: Class 30 contains 8929 members 
Mstep: Class 31 contains 56305 members 
Mstep: Class 32 contains 24709 members 
Mstep: Class 33 contains 41968 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45865 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26945 members 
Mstep: Class 40 contains 31791 members 
Mstep: Class 41 contains 22456 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25494 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46097 members 
Mstep: Class 47 contains 22446 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20118 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27638 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207982208.000000 Penalty: 179582.890625
Iteration 348Q: 53 clusters Score -2.079822e+08 nChanged 1597
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18310 members 
Mstep: Class 2 contains 5372 members 
Mstep: Class 3 contains 32095 members 
Mstep: Class 4 contains 45939 members 
Mstep: Class 5 contains 21269 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42000 members 
Mstep: Class 8 contains 45283 members 
Mstep: Class 9 contains 54364 members 
Mstep: Class 10 contains 17153 members 
Mstep: Class 11 contains 24873 members 
Mstep: Class 12 contains 58751 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14744 members 
Mstep: Class 15 contains 9027 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43666 members 
Mstep: Class 18 contains 5391 members 
Mstep: Class 19 contains 6004 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30728 members 
Mstep: Class 22 contains 42998 members 
Mstep: Class 23 contains 28778 members 
Mstep: Class 24 contains 3072 members 
Mstep: Class 25 contains 6860 members 
Mstep: Class 26 contains 41344 members 
Mstep: Class 27 contains 55011 members 
Mstep: Class 28 contains 49345 members 
Mstep: Class 29 contains 4013 members 
Mstep: Class 30 contains 8924 members 
Mstep: Class 31 contains 56270 members 
Mstep: Class 32 contains 24734 members 
Mstep: Class 33 contains 41980 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45892 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26930 members 
Mstep: Class 40 contains 31860 members 
Mstep: Class 41 contains 22449 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25498 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46118 members 
Mstep: Class 47 contains 22419 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20099 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27631 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981808.000000 Penalty: 179582.890625
Iteration 349Q: 53 clusters Score -2.079818e+08 nChanged 1519
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 5364 members 
Mstep: Class 3 contains 32102 members 
Mstep: Class 4 contains 45980 members 
Mstep: Class 5 contains 21334 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41992 members 
Mstep: Class 8 contains 45276 members 
Mstep: Class 9 contains 54317 members 
Mstep: Class 10 contains 17153 members 
Mstep: Class 11 contains 24872 members 
Mstep: Class 12 contains 58770 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14762 members 
Mstep: Class 15 contains 9023 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43673 members 
Mstep: Class 18 contains 5384 members 
Mstep: Class 19 contains 6006 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30689 members 
Mstep: Class 22 contains 42984 members 
Mstep: Class 23 contains 28732 members 
Mstep: Class 24 contains 3067 members 
Mstep: Class 25 contains 6860 members 
Mstep: Class 26 contains 41359 members 
Mstep: Class 27 contains 55012 members 
Mstep: Class 28 contains 49306 members 
Mstep: Class 29 contains 4013 members 
Mstep: Class 30 contains 8906 members 
Mstep: Class 31 contains 56257 members 
Mstep: Class 32 contains 24767 members 
Mstep: Class 33 contains 41992 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45927 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26914 members 
Mstep: Class 40 contains 31925 members 
Mstep: Class 41 contains 22443 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25500 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46143 members 
Mstep: Class 47 contains 22377 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20089 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27628 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981712.000000 Penalty: 179582.890625
Iteration 350Q: 53 clusters Score -2.079817e+08 nChanged 1595
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 5361 members 
Mstep: Class 3 contains 32111 members 
Mstep: Class 4 contains 46042 members 
Mstep: Class 5 contains 21378 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 41999 members 
Mstep: Class 8 contains 45252 members 
Mstep: Class 9 contains 54285 members 
Mstep: Class 10 contains 17150 members 
Mstep: Class 11 contains 24863 members 
Mstep: Class 12 contains 58788 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14770 members 
Mstep: Class 15 contains 9017 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43666 members 
Mstep: Class 18 contains 5382 members 
Mstep: Class 19 contains 6006 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30659 members 
Mstep: Class 22 contains 42972 members 
Mstep: Class 23 contains 28678 members 
Mstep: Class 24 contains 3064 members 
Mstep: Class 25 contains 6860 members 
Mstep: Class 26 contains 41354 members 
Mstep: Class 27 contains 55027 members 
Mstep: Class 28 contains 49285 members 
Mstep: Class 29 contains 4012 members 
Mstep: Class 30 contains 8896 members 
Mstep: Class 31 contains 56233 members 
Mstep: Class 32 contains 24807 members 
Mstep: Class 33 contains 42000 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45956 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26903 members 
Mstep: Class 40 contains 32001 members 
Mstep: Class 41 contains 22434 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25506 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46145 members 
Mstep: Class 47 contains 22353 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20075 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981696.000000 Penalty: 179582.890625
Iteration 351Q: 53 clusters Score -2.079817e+08 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18290 members 
Mstep: Class 2 contains 5354 members 
Mstep: Class 3 contains 32111 members 
Mstep: Class 4 contains 46040 members 
Mstep: Class 5 contains 21446 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42016 members 
Mstep: Class 8 contains 45234 members 
Mstep: Class 9 contains 54251 members 
Mstep: Class 10 contains 17149 members 
Mstep: Class 11 contains 24858 members 
Mstep: Class 12 contains 58830 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14783 members 
Mstep: Class 15 contains 9011 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43675 members 
Mstep: Class 18 contains 5379 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30619 members 
Mstep: Class 22 contains 42951 members 
Mstep: Class 23 contains 28650 members 
Mstep: Class 24 contains 3061 members 
Mstep: Class 25 contains 6859 members 
Mstep: Class 26 contains 41364 members 
Mstep: Class 27 contains 55015 members 
Mstep: Class 28 contains 49270 members 
Mstep: Class 29 contains 4012 members 
Mstep: Class 30 contains 8881 members 
Mstep: Class 31 contains 56202 members 
Mstep: Class 32 contains 24835 members 
Mstep: Class 33 contains 42005 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45977 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26898 members 
Mstep: Class 40 contains 32073 members 
Mstep: Class 41 contains 22423 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25516 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46167 members 
Mstep: Class 47 contains 22324 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20051 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27607 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207982240.000000 Penalty: 179582.890625
Iteration 352Q: 53 clusters Score -2.079822e+08 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 5343 members 
Mstep: Class 3 contains 32100 members 
Mstep: Class 4 contains 46043 members 
Mstep: Class 5 contains 21506 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42022 members 
Mstep: Class 8 contains 45204 members 
Mstep: Class 9 contains 54191 members 
Mstep: Class 10 contains 17150 members 
Mstep: Class 11 contains 24858 members 
Mstep: Class 12 contains 58866 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14798 members 
Mstep: Class 15 contains 9005 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43681 members 
Mstep: Class 18 contains 5375 members 
Mstep: Class 19 contains 6007 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30582 members 
Mstep: Class 22 contains 42940 members 
Mstep: Class 23 contains 28627 members 
Mstep: Class 24 contains 3043 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 41383 members 
Mstep: Class 27 contains 55012 members 
Mstep: Class 28 contains 49262 members 
Mstep: Class 29 contains 4011 members 
Mstep: Class 30 contains 8879 members 
Mstep: Class 31 contains 56173 members 
Mstep: Class 32 contains 24869 members 
Mstep: Class 33 contains 42002 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45999 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26874 members 
Mstep: Class 40 contains 32169 members 
Mstep: Class 41 contains 22414 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25522 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46186 members 
Mstep: Class 47 contains 22283 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20036 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27632 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981760.000000 Penalty: 179582.890625
Iteration 353Q: 53 clusters Score -2.079818e+08 nChanged 1630
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 5327 members 
Mstep: Class 3 contains 32109 members 
Mstep: Class 4 contains 46030 members 
Mstep: Class 5 contains 21564 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42034 members 
Mstep: Class 8 contains 45197 members 
Mstep: Class 9 contains 54159 members 
Mstep: Class 10 contains 17149 members 
Mstep: Class 11 contains 24859 members 
Mstep: Class 12 contains 58888 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14805 members 
Mstep: Class 15 contains 8999 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43686 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30546 members 
Mstep: Class 22 contains 42919 members 
Mstep: Class 23 contains 28591 members 
Mstep: Class 24 contains 3034 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 41382 members 
Mstep: Class 27 contains 55015 members 
Mstep: Class 28 contains 49236 members 
Mstep: Class 29 contains 4008 members 
Mstep: Class 30 contains 8872 members 
Mstep: Class 31 contains 56156 members 
Mstep: Class 32 contains 24906 members 
Mstep: Class 33 contains 42022 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46029 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26869 members 
Mstep: Class 40 contains 32224 members 
Mstep: Class 41 contains 22400 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25529 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46218 members 
Mstep: Class 47 contains 22237 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20024 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27648 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981952.000000 Penalty: 179582.890625
Iteration 354Q: 53 clusters Score -2.07982e+08 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 5319 members 
Mstep: Class 3 contains 32111 members 
Mstep: Class 4 contains 46030 members 
Mstep: Class 5 contains 21636 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42059 members 
Mstep: Class 8 contains 45192 members 
Mstep: Class 9 contains 54103 members 
Mstep: Class 10 contains 17144 members 
Mstep: Class 11 contains 24877 members 
Mstep: Class 12 contains 58906 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14807 members 
Mstep: Class 15 contains 8990 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43692 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30507 members 
Mstep: Class 22 contains 42910 members 
Mstep: Class 23 contains 28576 members 
Mstep: Class 24 contains 3027 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 41365 members 
Mstep: Class 27 contains 55007 members 
Mstep: Class 28 contains 49239 members 
Mstep: Class 29 contains 4008 members 
Mstep: Class 30 contains 8859 members 
Mstep: Class 31 contains 56130 members 
Mstep: Class 32 contains 24936 members 
Mstep: Class 33 contains 42034 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46046 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26874 members 
Mstep: Class 40 contains 32270 members 
Mstep: Class 41 contains 22386 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25536 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46227 members 
Mstep: Class 47 contains 22227 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 20010 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27629 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981760.000000 Penalty: 179582.890625
Iteration 355Q: 53 clusters Score -2.079818e+08 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 5312 members 
Mstep: Class 3 contains 32117 members 
Mstep: Class 4 contains 46011 members 
Mstep: Class 5 contains 21706 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42078 members 
Mstep: Class 8 contains 45190 members 
Mstep: Class 9 contains 54081 members 
Mstep: Class 10 contains 17144 members 
Mstep: Class 11 contains 24876 members 
Mstep: Class 12 contains 58921 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14813 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43697 members 
Mstep: Class 18 contains 5366 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30470 members 
Mstep: Class 22 contains 42906 members 
Mstep: Class 23 contains 28566 members 
Mstep: Class 24 contains 3020 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 41358 members 
Mstep: Class 27 contains 55011 members 
Mstep: Class 28 contains 49207 members 
Mstep: Class 29 contains 4007 members 
Mstep: Class 30 contains 8850 members 
Mstep: Class 31 contains 56100 members 
Mstep: Class 32 contains 24961 members 
Mstep: Class 33 contains 42048 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46064 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26886 members 
Mstep: Class 40 contains 32325 members 
Mstep: Class 41 contains 22365 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25540 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46246 members 
Mstep: Class 47 contains 22212 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19999 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27592 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981968.000000 Penalty: 179582.890625
Iteration 356Q: 53 clusters Score -2.07982e+08 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18289 members 
Mstep: Class 2 contains 5304 members 
Mstep: Class 3 contains 32118 members 
Mstep: Class 4 contains 46000 members 
Mstep: Class 5 contains 21765 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42111 members 
Mstep: Class 8 contains 45180 members 
Mstep: Class 9 contains 54042 members 
Mstep: Class 10 contains 17144 members 
Mstep: Class 11 contains 24869 members 
Mstep: Class 12 contains 58939 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14815 members 
Mstep: Class 15 contains 8985 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43696 members 
Mstep: Class 18 contains 5364 members 
Mstep: Class 19 contains 6008 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30422 members 
Mstep: Class 22 contains 42905 members 
Mstep: Class 23 contains 28541 members 
Mstep: Class 24 contains 3013 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 41362 members 
Mstep: Class 27 contains 55022 members 
Mstep: Class 28 contains 49180 members 
Mstep: Class 29 contains 4004 members 
Mstep: Class 30 contains 8846 members 
Mstep: Class 31 contains 56080 members 
Mstep: Class 32 contains 24997 members 
Mstep: Class 33 contains 42065 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46082 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26904 members 
Mstep: Class 40 contains 32387 members 
Mstep: Class 41 contains 22353 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25535 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46262 members 
Mstep: Class 47 contains 22212 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19994 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27542 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981696.000000 Penalty: 179582.890625
Iteration 357Q: 53 clusters Score -2.079817e+08 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18295 members 
Mstep: Class 2 contains 5289 members 
Mstep: Class 3 contains 32129 members 
Mstep: Class 4 contains 46014 members 
Mstep: Class 5 contains 21807 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42142 members 
Mstep: Class 8 contains 45192 members 
Mstep: Class 9 contains 54011 members 
Mstep: Class 10 contains 17148 members 
Mstep: Class 11 contains 24863 members 
Mstep: Class 12 contains 58971 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14826 members 
Mstep: Class 15 contains 8977 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43711 members 
Mstep: Class 18 contains 5361 members 
Mstep: Class 19 contains 6005 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30397 members 
Mstep: Class 22 contains 42905 members 
Mstep: Class 23 contains 28504 members 
Mstep: Class 24 contains 3006 members 
Mstep: Class 25 contains 6858 members 
Mstep: Class 26 contains 41388 members 
Mstep: Class 27 contains 55017 members 
Mstep: Class 28 contains 49145 members 
Mstep: Class 29 contains 4001 members 
Mstep: Class 30 contains 8845 members 
Mstep: Class 31 contains 56072 members 
Mstep: Class 32 contains 25036 members 
Mstep: Class 33 contains 42071 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46063 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26917 members 
Mstep: Class 40 contains 32449 members 
Mstep: Class 41 contains 22337 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25527 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46260 members 
Mstep: Class 47 contains 22188 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19970 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27499 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981648.000000 Penalty: 179582.890625
Iteration 358Q: 53 clusters Score -2.079816e+08 nChanged 1577
Entering ConstructFrom: 
Score: -207981648.000000 Penalty: 179582.890625
Entering ConstructFrom: 
Trying to split cluster 1 (18298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18298 members 
Entering Unmasked Estep 
Score: -3430057.500000 Penalty: 2434.007568
	Iteration 0F: 2 clusters Score -3430058 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 9097 members 
Entering Unmasked Estep 
Score: -3416990.000000 Penalty: 4868.015137
	Iteration 0F: 3 clusters Score -3416990 nChanged 8000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9369 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3421310.250000 Penalty: 4868.015137
	Iteration 1F: 3 clusters Score -3421310 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9433 members 
Mstep: Class 2 contains 8865 members 
Entering Unmasked Estep 
Score: -3421706.750000 Penalty: 4868.015137
	Iteration 2F: 3 clusters Score -3421707 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9533 members 
Mstep: Class 2 contains 8765 members 
Entering Unmasked Estep 
Score: -3422028.750000 Penalty: 4868.015137
	Iteration 3Q: 3 clusters Score -3422029 nChanged 762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9663 members 
Mstep: Class 2 contains 8635 members 
Entering Unmasked Estep 
Score: -3422277.500000 Penalty: 4868.015137
	Iteration 4Q: 3 clusters Score -3422278 nChanged 647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9838 members 
Mstep: Class 2 contains 8460 members 
Entering Unmasked Estep 
Score: -3422502.000000 Penalty: 4868.015137
	Iteration 5Q: 3 clusters Score -3422502 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10059 members 
Mstep: Class 2 contains 8239 members 
Entering Unmasked Estep 
Score: -3422638.500000 Penalty: 4868.015137
	Iteration 6Q: 3 clusters Score -3422638 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10344 members 
Mstep: Class 2 contains 7954 members 
Entering Unmasked Estep 
Score: -3422852.250000 Penalty: 4868.015137
	Iteration 7Q: 3 clusters Score -3422852 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10689 members 
Mstep: Class 2 contains 7609 members 
Entering Unmasked Estep 
Score: -3423089.250000 Penalty: 4868.015137
	Iteration 8Q: 3 clusters Score -3423089 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 7225 members 
Entering Unmasked Estep 
Score: -3423350.750000 Penalty: 4868.015137
	Iteration 9Q: 3 clusters Score -3423351 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11590 members 
Mstep: Class 2 contains 6708 members 
Entering Unmasked Estep 
Score: -3423715.000000 Penalty: 4868.015137
	Iteration 10Q: 3 clusters Score -3423715 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 6127 members 
Entering Unmasked Estep 
Score: -3424159.750000 Penalty: 4868.015137
	Iteration 11Q: 3 clusters Score -3424160 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12855 members 
Mstep: Class 2 contains 5443 members 
Entering Unmasked Estep 
Score: -3424677.500000 Penalty: 4868.015137
	Iteration 12Q: 3 clusters Score -3424678 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13593 members 
Mstep: Class 2 contains 4705 members 
Entering Unmasked Estep 
Score: -3425287.750000 Penalty: 4868.015137
	Iteration 13Q: 3 clusters Score -3425288 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14265 members 
Mstep: Class 2 contains 4033 members 
Entering Unmasked Estep 
Score: -3425816.750000 Penalty: 4868.015137
	Iteration 14Q: 3 clusters Score -3425817 nChanged 676
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14871 members 
Mstep: Class 2 contains 3427 members 
Entering Unmasked Estep 
Score: -3426288.250000 Penalty: 4868.015137
	Iteration 15Q: 3 clusters Score -3426288 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15346 members 
Mstep: Class 2 contains 2952 members 
Entering Unmasked Estep 
Score: -3426681.250000 Penalty: 4868.015137
	Iteration 16Q: 3 clusters Score -3426681 nChanged 474
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 2540 members 
Entering Unmasked Estep 
Score: -3427054.250000 Penalty: 4868.015137
	Iteration 17Q: 3 clusters Score -3427054 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16099 members 
Mstep: Class 2 contains 2199 members 
Entering Unmasked Estep 
Score: -3427373.250000 Penalty: 4868.015137
	Iteration 18Q: 3 clusters Score -3427373 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -3427606.000000 Penalty: 4868.015137
	Iteration 19Q: 3 clusters Score -3427606 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16501 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -3427766.250000 Penalty: 4868.015137
	Iteration 20F: 3 clusters Score -3427766 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16639 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3427878.000000 Penalty: 4868.015137
	Iteration 21Q: 3 clusters Score -3427878 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16743 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -3427957.500000 Penalty: 4868.015137
	Iteration 22Q: 3 clusters Score -3427958 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16831 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -3428020.250000 Penalty: 4868.015137
	Iteration 23Q: 3 clusters Score -3428020 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16888 members 
Mstep: Class 2 contains 1410 members 
Entering Unmasked Estep 
Score: -3428061.750000 Penalty: 4868.015137
	Iteration 24Q: 3 clusters Score -3428062 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16937 members 
Mstep: Class 2 contains 1361 members 
Entering Unmasked Estep 
Score: -3428090.000000 Penalty: 4868.015137
	Iteration 25Q: 3 clusters Score -3428090 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16978 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -3428120.500000 Penalty: 4868.015137
	Iteration 26Q: 3 clusters Score -3428120 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17013 members 
Mstep: Class 2 contains 1285 members 
Entering Unmasked Estep 
Score: -3428145.000000 Penalty: 4868.015137
	Iteration 27Q: 3 clusters Score -3428145 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17040 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -3428154.250000 Penalty: 4868.015137
	Iteration 28Q: 3 clusters Score -3428154 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17060 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -3428167.000000 Penalty: 4868.015137
	Iteration 29Q: 3 clusters Score -3428167 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17077 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -3428179.750000 Penalty: 4868.015137
	Iteration 30Q: 3 clusters Score -3428180 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17100 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -3428190.500000 Penalty: 4868.015137
	Iteration 31Q: 3 clusters Score -3428190 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17114 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -3428205.000000 Penalty: 4868.015137
	Iteration 32Q: 3 clusters Score -3428205 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17124 members 
Mstep: Class 2 contains 1174 members 
Entering Unmasked Estep 
Score: -3428207.500000 Penalty: 4868.015137
	Iteration 33Q: 3 clusters Score -3428208 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17131 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -3428203.250000 Penalty: 4868.015137
	Iteration 34Q: 3 clusters Score -3428203 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17135 members 
Mstep: Class 2 contains 1163 members 
Entering Unmasked Estep 
Score: -3428209.750000 Penalty: 4868.015137
	Iteration 35Q: 3 clusters Score -3428210 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17139 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -3428210.250000 Penalty: 4868.015137
	Iteration 36Q: 3 clusters Score -3428210 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17141 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -3428211.750000 Penalty: 4868.015137
	Iteration 37Q: 3 clusters Score -3428212 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3428209.750000 Penalty: 4868.015137
	Iteration 38Q: 3 clusters Score -3428210 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17140 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -3428209.750000 Penalty: 4868.015137
	Iteration 39F: 3 clusters Score -3428210 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (5282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5282 members 
Entering Unmasked Estep 
Score: -999846.625000 Penalty: 2125.870850
	Iteration 0F: 2 clusters Score -999846.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -995133.812500 Penalty: 4251.741699
	Iteration 0F: 3 clusters Score -995133.8 nChanged 2016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2583 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -996211.937500 Penalty: 4251.741699
	Iteration 1F: 3 clusters Score -996211.9 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2546 members 
Mstep: Class 2 contains 2736 members 
Entering Unmasked Estep 
Score: -996419.500000 Penalty: 4251.741699
	Iteration 2F: 3 clusters Score -996419.5 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2774 members 
Entering Unmasked Estep 
Score: -996552.937500 Penalty: 4251.741699
	Iteration 3Q: 3 clusters Score -996552.9 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2806 members 
Entering Unmasked Estep 
Score: -996638.875000 Penalty: 4251.741699
	Iteration 4Q: 3 clusters Score -996638.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2447 members 
Mstep: Class 2 contains 2835 members 
Entering Unmasked Estep 
Score: -996707.562500 Penalty: 4251.741699
	Iteration 5Q: 3 clusters Score -996707.6 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -996761.187500 Penalty: 4251.741699
	Iteration 6Q: 3 clusters Score -996761.2 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2414 members 
Mstep: Class 2 contains 2868 members 
Entering Unmasked Estep 
Score: -996800.875000 Penalty: 4251.741699
	Iteration 7Q: 3 clusters Score -996800.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 2888 members 
Entering Unmasked Estep 
Score: -996826.750000 Penalty: 4251.741699
	Iteration 8Q: 3 clusters Score -996826.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2376 members 
Mstep: Class 2 contains 2906 members 
Entering Unmasked Estep 
Score: -996846.062500 Penalty: 4251.741699
	Iteration 9Q: 3 clusters Score -996846.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2353 members 
Mstep: Class 2 contains 2929 members 
Entering Unmasked Estep 
Score: -996863.187500 Penalty: 4251.741699
	Iteration 10Q: 3 clusters Score -996863.2 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2336 members 
Mstep: Class 2 contains 2946 members 
Entering Unmasked Estep 
Score: -996874.125000 Penalty: 4251.741699
	Iteration 11Q: 3 clusters Score -996874.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2307 members 
Mstep: Class 2 contains 2975 members 
Entering Unmasked Estep 
Score: -996886.437500 Penalty: 4251.741699
	Iteration 12Q: 3 clusters Score -996886.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -996903.500000 Penalty: 4251.741699
	Iteration 13Q: 3 clusters Score -996903.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3032 members 
Entering Unmasked Estep 
Score: -996912.312500 Penalty: 4251.741699
	Iteration 14Q: 3 clusters Score -996912.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2225 members 
Mstep: Class 2 contains 3057 members 
Entering Unmasked Estep 
Score: -996920.000000 Penalty: 4251.741699
	Iteration 15Q: 3 clusters Score -996920 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 3081 members 
Entering Unmasked Estep 
Score: -996932.375000 Penalty: 4251.741699
	Iteration 16Q: 3 clusters Score -996932.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 3097 members 
Entering Unmasked Estep 
Score: -996940.687500 Penalty: 4251.741699
	Iteration 17Q: 3 clusters Score -996940.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -996947.062500 Penalty: 4251.741699
	Iteration 18Q: 3 clusters Score -996947.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 3121 members 
Entering Unmasked Estep 
Score: -996955.000000 Penalty: 4251.741699
	Iteration 19Q: 3 clusters Score -996955 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2148 members 
Mstep: Class 2 contains 3134 members 
Entering Unmasked Estep 
Score: -996960.875000 Penalty: 4251.741699
	Iteration 20F: 3 clusters Score -996960.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 3154 members 
Entering Unmasked Estep 
Score: -996965.375000 Penalty: 4251.741699
	Iteration 21Q: 3 clusters Score -996965.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2107 members 
Mstep: Class 2 contains 3175 members 
Entering Unmasked Estep 
Score: -996973.375000 Penalty: 4251.741699
	Iteration 22Q: 3 clusters Score -996973.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 3202 members 
Entering Unmasked Estep 
Score: -996986.937500 Penalty: 4251.741699
	Iteration 23Q: 3 clusters Score -996986.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -996997.750000 Penalty: 4251.741699
	Iteration 24Q: 3 clusters Score -996997.8 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2026 members 
Mstep: Class 2 contains 3256 members 
Entering Unmasked Estep 
Score: -997009.437500 Penalty: 4251.741699
	Iteration 25Q: 3 clusters Score -997009.4 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1991 members 
Mstep: Class 2 contains 3291 members 
Entering Unmasked Estep 
Score: -997020.875000 Penalty: 4251.741699
	Iteration 26Q: 3 clusters Score -997020.9 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 3330 members 
Entering Unmasked Estep 
Score: -997031.375000 Penalty: 4251.741699
	Iteration 27Q: 3 clusters Score -997031.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 3364 members 
Entering Unmasked Estep 
Score: -997043.062500 Penalty: 4251.741699
	Iteration 28Q: 3 clusters Score -997043.1 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3401 members 
Entering Unmasked Estep 
Score: -997057.437500 Penalty: 4251.741699
	Iteration 29Q: 3 clusters Score -997057.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1836 members 
Mstep: Class 2 contains 3446 members 
Entering Unmasked Estep 
Score: -997076.187500 Penalty: 4251.741699
	Iteration 30Q: 3 clusters Score -997076.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1796 members 
Mstep: Class 2 contains 3486 members 
Entering Unmasked Estep 
Score: -997092.062500 Penalty: 4251.741699
	Iteration 31Q: 3 clusters Score -997092.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1756 members 
Mstep: Class 2 contains 3526 members 
Entering Unmasked Estep 
Score: -997104.687500 Penalty: 4251.741699
	Iteration 32Q: 3 clusters Score -997104.7 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1710 members 
Mstep: Class 2 contains 3572 members 
Entering Unmasked Estep 
Score: -997124.250000 Penalty: 4251.741699
	Iteration 33Q: 3 clusters Score -997124.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1666 members 
Mstep: Class 2 contains 3616 members 
Entering Unmasked Estep 
Score: -997141.187500 Penalty: 4251.741699
	Iteration 34Q: 3 clusters Score -997141.2 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1619 members 
Mstep: Class 2 contains 3663 members 
Entering Unmasked Estep 
Score: -997158.187500 Penalty: 4251.741699
	Iteration 35Q: 3 clusters Score -997158.2 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1565 members 
Mstep: Class 2 contains 3717 members 
Entering Unmasked Estep 
Score: -997179.687500 Penalty: 4251.741699
	Iteration 36Q: 3 clusters Score -997179.7 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 3769 members 
Entering Unmasked Estep 
Score: -997204.687500 Penalty: 4251.741699
	Iteration 37Q: 3 clusters Score -997204.7 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1449 members 
Mstep: Class 2 contains 3833 members 
Entering Unmasked Estep 
Score: -997230.750000 Penalty: 4251.741699
	Iteration 38Q: 3 clusters Score -997230.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 3904 members 
Entering Unmasked Estep 
Score: -997267.687500 Penalty: 4251.741699
	Iteration 39Q: 3 clusters Score -997267.7 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1302 members 
Mstep: Class 2 contains 3980 members 
Entering Unmasked Estep 
Score: -997313.437500 Penalty: 4251.741699
	Iteration 40F: 3 clusters Score -997313.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 4066 members 
Entering Unmasked Estep 
Score: -997362.750000 Penalty: 4251.741699
	Iteration 41Q: 3 clusters Score -997362.8 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 4139 members 
Entering Unmasked Estep 
Score: -997405.812500 Penalty: 4251.741699
	Iteration 42Q: 3 clusters Score -997405.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 4215 members 
Entering Unmasked Estep 
Score: -997451.750000 Penalty: 4251.741699
	Iteration 43Q: 3 clusters Score -997451.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 994 members 
Mstep: Class 2 contains 4288 members 
Entering Unmasked Estep 
Score: -997496.812500 Penalty: 4251.741699
	Iteration 44Q: 3 clusters Score -997496.8 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 4355 members 
Entering Unmasked Estep 
Score: -997543.562500 Penalty: 4251.741699
	Iteration 45Q: 3 clusters Score -997543.6 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 870 members 
Mstep: Class 2 contains 4412 members 
Entering Unmasked Estep 
Score: -997586.875000 Penalty: 4251.741699
	Iteration 46Q: 3 clusters Score -997586.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 4476 members 
Entering Unmasked Estep 
Score: -997629.000000 Penalty: 4251.741699
	Iteration 47Q: 3 clusters Score -997629 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 4538 members 
Entering Unmasked Estep 
Score: -997674.937500 Penalty: 4251.741699
	Iteration 48Q: 3 clusters Score -997674.9 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 4596 members 
Entering Unmasked Estep 
Score: -997721.437500 Penalty: 4251.741699
	Iteration 49Q: 3 clusters Score -997721.4 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 4645 members 
Entering Unmasked Estep 
Score: -997761.500000 Penalty: 4251.741699
	Iteration 50Q: 3 clusters Score -997761.5 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 601 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -997785.812500 Penalty: 4251.741699
	Iteration 51Q: 3 clusters Score -997785.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -997810.625000 Penalty: 4251.741699
	Iteration 52Q: 3 clusters Score -997810.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 4730 members 
Entering Unmasked Estep 
Score: -997831.312500 Penalty: 4251.741699
	Iteration 53Q: 3 clusters Score -997831.3 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 4760 members 
Entering Unmasked Estep 
Score: -997865.812500 Penalty: 4251.741699
	Iteration 54Q: 3 clusters Score -997865.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 501 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -997887.437500 Penalty: 4251.741699
	Iteration 55Q: 3 clusters Score -997887.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 478 members 
Mstep: Class 2 contains 4804 members 
Entering Unmasked Estep 
Score: -997909.562500 Penalty: 4251.741699
	Iteration 56Q: 3 clusters Score -997909.6 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 466 members 
Mstep: Class 2 contains 4816 members 
Entering Unmasked Estep 
Score: -997921.812500 Penalty: 4251.741699
	Iteration 57Q: 3 clusters Score -997921.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 457 members 
Mstep: Class 2 contains 4825 members 
Entering Unmasked Estep 
Score: -997926.937500 Penalty: 4251.741699
	Iteration 58Q: 3 clusters Score -997926.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 4828 members 
Entering Unmasked Estep 
Score: -997933.125000 Penalty: 4251.741699
	Iteration 59Q: 3 clusters Score -997933.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 4830 members 
Entering Unmasked Estep 
Score: -997935.687500 Penalty: 4251.741699
	Iteration 60F: 3 clusters Score -997935.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 4835 members 
Entering Unmasked Estep 
Score: -997940.187500 Penalty: 4251.741699
	Iteration 61Q: 3 clusters Score -997940.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Mstep: Class 2 contains 4840 members 
Entering Unmasked Estep 
Score: -997944.937500 Penalty: 4251.741699
	Iteration 62Q: 3 clusters Score -997944.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 4842 members 
Entering Unmasked Estep 
Score: -997947.062500 Penalty: 4251.741699
	Iteration 63Q: 3 clusters Score -997947.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 4845 members 
Entering Unmasked Estep 
Score: -997955.312500 Penalty: 4251.741699
	Iteration 64Q: 3 clusters Score -997955.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 4847 members 
Entering Unmasked Estep 
Score: -997960.875000 Penalty: 4251.741699
	Iteration 65Q: 3 clusters Score -997960.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 4852 members 
Entering Unmasked Estep 
Score: -997967.562500 Penalty: 4251.741699
	Iteration 66Q: 3 clusters Score -997967.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 4857 members 
Entering Unmasked Estep 
Score: -997969.375000 Penalty: 4251.741699
	Iteration 67Q: 3 clusters Score -997969.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 4859 members 
Entering Unmasked Estep 
Score: -997971.687500 Penalty: 4251.741699
	Iteration 68Q: 3 clusters Score -997971.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 4861 members 
Entering Unmasked Estep 
Score: -997973.062500 Penalty: 4251.741699
	Iteration 69Q: 3 clusters Score -997973.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 419 members 
Mstep: Class 2 contains 4863 members 
Entering Unmasked Estep 
Score: -997973.437500 Penalty: 4251.741699
	Iteration 70Q: 3 clusters Score -997973.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 4865 members 
Entering Unmasked Estep 
Score: -997976.187500 Penalty: 4251.741699
	Iteration 71Q: 3 clusters Score -997976.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -997976.250000 Penalty: 4251.741699
	Iteration 72Q: 3 clusters Score -997976.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 4866 members 
Entering Unmasked Estep 
Score: -997976.250000 Penalty: 4251.741699
	Iteration 73F: 3 clusters Score -997976.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32158 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32158 members 
Entering Unmasked Estep 
Score: -6093783.000000 Penalty: 2573.847168
	Iteration 0F: 2 clusters Score -6093783 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 16029 members 
Entering Unmasked Estep 
Score: -6072340.000000 Penalty: 5147.694336
	Iteration 0F: 3 clusters Score -6072340 nChanged 14464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16443 members 
Mstep: Class 2 contains 15715 members 
Entering Unmasked Estep 
Score: -6080155.500000 Penalty: 5147.694336
	Iteration 1F: 3 clusters Score -6080156 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16673 members 
Mstep: Class 2 contains 15485 members 
Entering Unmasked Estep 
Score: -6080774.000000 Penalty: 5147.694336
	Iteration 2F: 3 clusters Score -6080774 nChanged 1581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17020 members 
Mstep: Class 2 contains 15138 members 
Entering Unmasked Estep 
Score: -6081450.000000 Penalty: 5147.694336
	Iteration 3Q: 3 clusters Score -6081450 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17523 members 
Mstep: Class 2 contains 14635 members 
Entering Unmasked Estep 
Score: -6082186.500000 Penalty: 5147.694336
	Iteration 4F: 3 clusters Score -6082186 nChanged 1745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 13878 members 
Entering Unmasked Estep 
Score: -6083097.000000 Penalty: 5147.694336
	Iteration 5F: 3 clusters Score -6083097 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19246 members 
Mstep: Class 2 contains 12912 members 
Entering Unmasked Estep 
Score: -6084262.000000 Penalty: 5147.694336
	Iteration 6F: 3 clusters Score -6084262 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20369 members 
Mstep: Class 2 contains 11789 members 
Entering Unmasked Estep 
Score: -6085908.000000 Penalty: 5147.694336
	Iteration 7F: 3 clusters Score -6085908 nChanged 2112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21483 members 
Mstep: Class 2 contains 10675 members 
Entering Unmasked Estep 
Score: -6087881.000000 Penalty: 5147.694336
	Iteration 8F: 3 clusters Score -6087881 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22184 members 
Mstep: Class 2 contains 9974 members 
Entering Unmasked Estep 
Score: -6089205.000000 Penalty: 5147.694336
	Iteration 9F: 3 clusters Score -6089205 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22557 members 
Mstep: Class 2 contains 9601 members 
Entering Unmasked Estep 
Score: -6089631.500000 Penalty: 5147.694336
	Iteration 10Q: 3 clusters Score -6089632 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22797 members 
Mstep: Class 2 contains 9361 members 
Entering Unmasked Estep 
Score: -6089792.000000 Penalty: 5147.694336
	Iteration 11Q: 3 clusters Score -6089792 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22983 members 
Mstep: Class 2 contains 9175 members 
Entering Unmasked Estep 
Score: -6089852.500000 Penalty: 5147.694336
	Iteration 12Q: 3 clusters Score -6089852 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23172 members 
Mstep: Class 2 contains 8986 members 
Entering Unmasked Estep 
Score: -6089926.000000 Penalty: 5147.694336
	Iteration 13Q: 3 clusters Score -6089926 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23361 members 
Mstep: Class 2 contains 8797 members 
Entering Unmasked Estep 
Score: -6089975.000000 Penalty: 5147.694336
	Iteration 14Q: 3 clusters Score -6089975 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23524 members 
Mstep: Class 2 contains 8634 members 
Entering Unmasked Estep 
Score: -6090031.500000 Penalty: 5147.694336
	Iteration 15Q: 3 clusters Score -6090032 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23683 members 
Mstep: Class 2 contains 8475 members 
Entering Unmasked Estep 
Score: -6090081.000000 Penalty: 5147.694336
	Iteration 16Q: 3 clusters Score -6090081 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -6090115.500000 Penalty: 5147.694336
	Iteration 17Q: 3 clusters Score -6090116 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23940 members 
Mstep: Class 2 contains 8218 members 
Entering Unmasked Estep 
Score: -6090148.000000 Penalty: 5147.694336
	Iteration 18Q: 3 clusters Score -6090148 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24056 members 
Mstep: Class 2 contains 8102 members 
Entering Unmasked Estep 
Score: -6090165.500000 Penalty: 5147.694336
	Iteration 19Q: 3 clusters Score -6090166 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24170 members 
Mstep: Class 2 contains 7988 members 
Entering Unmasked Estep 
Score: -6090177.500000 Penalty: 5147.694336
	Iteration 20F: 3 clusters Score -6090178 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24291 members 
Mstep: Class 2 contains 7867 members 
Entering Unmasked Estep 
Score: -6090201.000000 Penalty: 5147.694336
	Iteration 21Q: 3 clusters Score -6090201 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 7759 members 
Entering Unmasked Estep 
Score: -6090235.500000 Penalty: 5147.694336
	Iteration 22Q: 3 clusters Score -6090236 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24508 members 
Mstep: Class 2 contains 7650 members 
Entering Unmasked Estep 
Score: -6090270.500000 Penalty: 5147.694336
	Iteration 23Q: 3 clusters Score -6090270 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24604 members 
Mstep: Class 2 contains 7554 members 
Entering Unmasked Estep 
Score: -6090303.500000 Penalty: 5147.694336
	Iteration 24Q: 3 clusters Score -6090304 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24717 members 
Mstep: Class 2 contains 7441 members 
Entering Unmasked Estep 
Score: -6090350.500000 Penalty: 5147.694336
	Iteration 25Q: 3 clusters Score -6090350 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24830 members 
Mstep: Class 2 contains 7328 members 
Entering Unmasked Estep 
Score: -6090378.500000 Penalty: 5147.694336
	Iteration 26Q: 3 clusters Score -6090378 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24957 members 
Mstep: Class 2 contains 7201 members 
Entering Unmasked Estep 
Score: -6090414.500000 Penalty: 5147.694336
	Iteration 27Q: 3 clusters Score -6090414 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25094 members 
Mstep: Class 2 contains 7064 members 
Entering Unmasked Estep 
Score: -6090430.000000 Penalty: 5147.694336
	Iteration 28Q: 3 clusters Score -6090430 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25222 members 
Mstep: Class 2 contains 6936 members 
Entering Unmasked Estep 
Score: -6090467.500000 Penalty: 5147.694336
	Iteration 29Q: 3 clusters Score -6090468 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 6797 members 
Entering Unmasked Estep 
Score: -6090534.000000 Penalty: 5147.694336
	Iteration 30Q: 3 clusters Score -6090534 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Mstep: Class 2 contains 6637 members 
Entering Unmasked Estep 
Score: -6090583.500000 Penalty: 5147.694336
	Iteration 31Q: 3 clusters Score -6090584 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25687 members 
Mstep: Class 2 contains 6471 members 
Entering Unmasked Estep 
Score: -6090654.000000 Penalty: 5147.694336
	Iteration 32Q: 3 clusters Score -6090654 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25845 members 
Mstep: Class 2 contains 6313 members 
Entering Unmasked Estep 
Score: -6090703.500000 Penalty: 5147.694336
	Iteration 33Q: 3 clusters Score -6090704 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26044 members 
Mstep: Class 2 contains 6114 members 
Entering Unmasked Estep 
Score: -6090772.500000 Penalty: 5147.694336
	Iteration 34Q: 3 clusters Score -6090772 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26273 members 
Mstep: Class 2 contains 5885 members 
Entering Unmasked Estep 
Score: -6090847.500000 Penalty: 5147.694336
	Iteration 35Q: 3 clusters Score -6090848 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26507 members 
Mstep: Class 2 contains 5651 members 
Entering Unmasked Estep 
Score: -6090885.500000 Penalty: 5147.694336
	Iteration 36Q: 3 clusters Score -6090886 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26741 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -6090979.000000 Penalty: 5147.694336
	Iteration 37Q: 3 clusters Score -6090979 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26989 members 
Mstep: Class 2 contains 5169 members 
Entering Unmasked Estep 
Score: -6091044.500000 Penalty: 5147.694336
	Iteration 38Q: 3 clusters Score -6091044 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27242 members 
Mstep: Class 2 contains 4916 members 
Entering Unmasked Estep 
Score: -6091111.000000 Penalty: 5147.694336
	Iteration 39Q: 3 clusters Score -6091111 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27511 members 
Mstep: Class 2 contains 4647 members 
Entering Unmasked Estep 
Score: -6091180.500000 Penalty: 5147.694336
	Iteration 40F: 3 clusters Score -6091180 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27758 members 
Mstep: Class 2 contains 4400 members 
Entering Unmasked Estep 
Score: -6091207.000000 Penalty: 5147.694336
	Iteration 41Q: 3 clusters Score -6091207 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28021 members 
Mstep: Class 2 contains 4137 members 
Entering Unmasked Estep 
Score: -6091294.000000 Penalty: 5147.694336
	Iteration 42Q: 3 clusters Score -6091294 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28300 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -6091374.000000 Penalty: 5147.694336
	Iteration 43Q: 3 clusters Score -6091374 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28589 members 
Mstep: Class 2 contains 3569 members 
Entering Unmasked Estep 
Score: -6091406.000000 Penalty: 5147.694336
	Iteration 44Q: 3 clusters Score -6091406 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28861 members 
Mstep: Class 2 contains 3297 members 
Entering Unmasked Estep 
Score: -6091463.500000 Penalty: 5147.694336
	Iteration 45Q: 3 clusters Score -6091464 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29130 members 
Mstep: Class 2 contains 3028 members 
Entering Unmasked Estep 
Score: -6091482.500000 Penalty: 5147.694336
	Iteration 46Q: 3 clusters Score -6091482 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29400 members 
Mstep: Class 2 contains 2758 members 
Entering Unmasked Estep 
Score: -6091510.000000 Penalty: 5147.694336
	Iteration 47Q: 3 clusters Score -6091510 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29660 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -6091587.500000 Penalty: 5147.694336
	Iteration 48Q: 3 clusters Score -6091588 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29900 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -6091617.500000 Penalty: 5147.694336
	Iteration 49Q: 3 clusters Score -6091618 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30095 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -6091634.500000 Penalty: 5147.694336
	Iteration 50Q: 3 clusters Score -6091634 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30267 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -6091654.500000 Penalty: 5147.694336
	Iteration 51Q: 3 clusters Score -6091654 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30412 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -6091666.500000 Penalty: 5147.694336
	Iteration 52Q: 3 clusters Score -6091666 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30533 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -6091666.000000 Penalty: 5147.694336
	Iteration 53Q: 3 clusters Score -6091666 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -6091680.500000 Penalty: 5147.694336
	Iteration 54Q: 3 clusters Score -6091680 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30744 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6091702.000000 Penalty: 5147.694336
	Iteration 55Q: 3 clusters Score -6091702 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30839 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -6091718.500000 Penalty: 5147.694336
	Iteration 56Q: 3 clusters Score -6091718 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30927 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6091732.500000 Penalty: 5147.694336
	Iteration 57Q: 3 clusters Score -6091732 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31010 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -6091742.500000 Penalty: 5147.694336
	Iteration 58Q: 3 clusters Score -6091742 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31084 members 
Mstep: Class 2 contains 1074 members 
Entering Unmasked Estep 
Score: -6091752.500000 Penalty: 5147.694336
	Iteration 59Q: 3 clusters Score -6091752 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31135 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6091765.500000 Penalty: 5147.694336
	Iteration 60F: 3 clusters Score -6091766 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31179 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -6091762.500000 Penalty: 5147.694336
	Iteration 61Q: 3 clusters Score -6091762 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31223 members 
Mstep: Class 2 contains 935 members 
Entering Unmasked Estep 
Score: -6091773.000000 Penalty: 5147.694336
	Iteration 62Q: 3 clusters Score -6091773 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -6091794.000000 Penalty: 5147.694336
	Iteration 63Q: 3 clusters Score -6091794 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31307 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -6091795.500000 Penalty: 5147.694336
	Iteration 64Q: 3 clusters Score -6091796 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31342 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -6091798.000000 Penalty: 5147.694336
	Iteration 65Q: 3 clusters Score -6091798 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31377 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6091800.000000 Penalty: 5147.694336
	Iteration 66Q: 3 clusters Score -6091800 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31411 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -6091799.500000 Penalty: 5147.694336
	Iteration 67Q: 3 clusters Score -6091800 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31442 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -6091802.500000 Penalty: 5147.694336
	Iteration 68Q: 3 clusters Score -6091802 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31468 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -6091808.000000 Penalty: 5147.694336
	Iteration 69Q: 3 clusters Score -6091808 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31492 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -6091812.000000 Penalty: 5147.694336
	Iteration 70Q: 3 clusters Score -6091812 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31510 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -6091803.500000 Penalty: 5147.694336
	Iteration 71Q: 3 clusters Score -6091804 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31526 members 
Mstep: Class 2 contains 632 members 
Entering Unmasked Estep 
Score: -6091797.500000 Penalty: 5147.694336
	Iteration 72Q: 3 clusters Score -6091798 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31538 members 
Mstep: Class 2 contains 620 members 
Entering Unmasked Estep 
Score: -6091788.000000 Penalty: 5147.694336
	Iteration 73Q: 3 clusters Score -6091788 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31547 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -6091789.500000 Penalty: 5147.694336
	Iteration 74Q: 3 clusters Score -6091790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31560 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -6091782.500000 Penalty: 5147.694336
	Iteration 75Q: 3 clusters Score -6091782 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31570 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -6091789.000000 Penalty: 5147.694336
	Iteration 76Q: 3 clusters Score -6091789 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31576 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -6091789.000000 Penalty: 5147.694336
	Iteration 77Q: 3 clusters Score -6091789 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31579 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -6091791.500000 Penalty: 5147.694336
	Iteration 78Q: 3 clusters Score -6091792 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31581 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -6091791.000000 Penalty: 5147.694336
	Iteration 79Q: 3 clusters Score -6091791 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31584 members 
Mstep: Class 2 contains 574 members 
Entering Unmasked Estep 
Score: -6091788.000000 Penalty: 5147.694336
	Iteration 80F: 3 clusters Score -6091788 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31585 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -6091786.000000 Penalty: 5147.694336
	Iteration 81Q: 3 clusters Score -6091786 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -6091785.500000 Penalty: 5147.694336
	Iteration 82Q: 3 clusters Score -6091786 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 570 members 
Entering Unmasked Estep 
Score: -6091789.000000 Penalty: 5147.694336
	Iteration 83Q: 3 clusters Score -6091789 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31589 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -6091790.500000 Penalty: 5147.694336
	Iteration 84Q: 3 clusters Score -6091790 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6091791.000000 Penalty: 5147.694336
	Iteration 85Q: 3 clusters Score -6091791 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -6091791.000000 Penalty: 5147.694336
	Iteration 86F: 3 clusters Score -6091791 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46016 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46016 members 
Entering Unmasked Estep 
Score: -8836041.000000 Penalty: 2662.712646
	Iteration 0F: 2 clusters Score -8836041 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22788 members 
Mstep: Class 2 contains 23228 members 
Entering Unmasked Estep 
Score: -8809100.000000 Penalty: 5325.425293
	Iteration 0F: 3 clusters Score -8809100 nChanged 21258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20846 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -8820967.000000 Penalty: 5325.425293
	Iteration 1F: 3 clusters Score -8820967 nChanged 2123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19871 members 
Mstep: Class 2 contains 26145 members 
Entering Unmasked Estep 
Score: -8821662.000000 Penalty: 5325.425293
	Iteration 2Q: 3 clusters Score -8821662 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18606 members 
Mstep: Class 2 contains 27410 members 
Entering Unmasked Estep 
Score: -8822604.000000 Penalty: 5325.425293
	Iteration 3F: 3 clusters Score -8822604 nChanged 2550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17046 members 
Mstep: Class 2 contains 28970 members 
Entering Unmasked Estep 
Score: -8823864.000000 Penalty: 5325.425293
	Iteration 4F: 3 clusters Score -8823864 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15234 members 
Mstep: Class 2 contains 30782 members 
Entering Unmasked Estep 
Score: -8825664.000000 Penalty: 5325.425293
	Iteration 5F: 3 clusters Score -8825664 nChanged 2846
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13332 members 
Mstep: Class 2 contains 32684 members 
Entering Unmasked Estep 
Score: -8827929.000000 Penalty: 5325.425293
	Iteration 6F: 3 clusters Score -8827929 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11767 members 
Mstep: Class 2 contains 34249 members 
Entering Unmasked Estep 
Score: -8830063.000000 Penalty: 5325.425293
	Iteration 7F: 3 clusters Score -8830063 nChanged 2164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10723 members 
Mstep: Class 2 contains 35293 members 
Entering Unmasked Estep 
Score: -8831689.000000 Penalty: 5325.425293
	Iteration 8Q: 3 clusters Score -8831689 nChanged 1605
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10152 members 
Mstep: Class 2 contains 35864 members 
Entering Unmasked Estep 
Score: -8832596.000000 Penalty: 5325.425293
	Iteration 9Q: 3 clusters Score -8832596 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9754 members 
Mstep: Class 2 contains 36262 members 
Entering Unmasked Estep 
Score: -8833083.000000 Penalty: 5325.425293
	Iteration 10Q: 3 clusters Score -8833083 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9376 members 
Mstep: Class 2 contains 36640 members 
Entering Unmasked Estep 
Score: -8833468.000000 Penalty: 5325.425293
	Iteration 11Q: 3 clusters Score -8833468 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9012 members 
Mstep: Class 2 contains 37004 members 
Entering Unmasked Estep 
Score: -8833812.000000 Penalty: 5325.425293
	Iteration 12Q: 3 clusters Score -8833812 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8643 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
Score: -8834076.000000 Penalty: 5325.425293
	Iteration 13Q: 3 clusters Score -8834076 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8304 members 
Mstep: Class 2 contains 37712 members 
Entering Unmasked Estep 
Score: -8834326.000000 Penalty: 5325.425293
	Iteration 14Q: 3 clusters Score -8834326 nChanged 480
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8042 members 
Mstep: Class 2 contains 37974 members 
Entering Unmasked Estep 
Score: -8834518.000000 Penalty: 5325.425293
	Iteration 15Q: 3 clusters Score -8834518 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7820 members 
Mstep: Class 2 contains 38196 members 
Entering Unmasked Estep 
Score: -8834659.000000 Penalty: 5325.425293
	Iteration 16Q: 3 clusters Score -8834659 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7637 members 
Mstep: Class 2 contains 38379 members 
Entering Unmasked Estep 
Score: -8834794.000000 Penalty: 5325.425293
	Iteration 17Q: 3 clusters Score -8834794 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7520 members 
Mstep: Class 2 contains 38496 members 
Entering Unmasked Estep 
Score: -8834928.000000 Penalty: 5325.425293
	Iteration 18Q: 3 clusters Score -8834928 nChanged 363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 38637 members 
Entering Unmasked Estep 
Score: -8835032.000000 Penalty: 5325.425293
	Iteration 19Q: 3 clusters Score -8835032 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 38796 members 
Entering Unmasked Estep 
Score: -8835106.000000 Penalty: 5325.425293
	Iteration 20F: 3 clusters Score -8835106 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7066 members 
Mstep: Class 2 contains 38950 members 
Entering Unmasked Estep 
Score: -8835161.000000 Penalty: 5325.425293
	Iteration 21Q: 3 clusters Score -8835161 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 39139 members 
Entering Unmasked Estep 
Score: -8835196.000000 Penalty: 5325.425293
	Iteration 22Q: 3 clusters Score -8835196 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6714 members 
Mstep: Class 2 contains 39302 members 
Entering Unmasked Estep 
Score: -8835257.000000 Penalty: 5325.425293
	Iteration 23Q: 3 clusters Score -8835257 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6594 members 
Mstep: Class 2 contains 39422 members 
Entering Unmasked Estep 
Score: -8835300.000000 Penalty: 5325.425293
	Iteration 24Q: 3 clusters Score -8835300 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6464 members 
Mstep: Class 2 contains 39552 members 
Entering Unmasked Estep 
Score: -8835351.000000 Penalty: 5325.425293
	Iteration 25Q: 3 clusters Score -8835351 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6364 members 
Mstep: Class 2 contains 39652 members 
Entering Unmasked Estep 
Score: -8835367.000000 Penalty: 5325.425293
	Iteration 26Q: 3 clusters Score -8835367 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6263 members 
Mstep: Class 2 contains 39753 members 
Entering Unmasked Estep 
Score: -8835368.000000 Penalty: 5325.425293
	Iteration 27Q: 3 clusters Score -8835368 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6172 members 
Mstep: Class 2 contains 39844 members 
Entering Unmasked Estep 
Score: -8835367.000000 Penalty: 5325.425293
	Iteration 28Q: 3 clusters Score -8835367 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6081 members 
Mstep: Class 2 contains 39935 members 
Entering Unmasked Estep 
Score: -8835394.000000 Penalty: 5325.425293
	Iteration 29Q: 3 clusters Score -8835394 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6005 members 
Mstep: Class 2 contains 40011 members 
Entering Unmasked Estep 
Score: -8835388.000000 Penalty: 5325.425293
	Iteration 30Q: 3 clusters Score -8835388 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5911 members 
Mstep: Class 2 contains 40105 members 
Entering Unmasked Estep 
Score: -8835384.000000 Penalty: 5325.425293
	Iteration 31Q: 3 clusters Score -8835384 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5838 members 
Mstep: Class 2 contains 40178 members 
Entering Unmasked Estep 
Score: -8835378.000000 Penalty: 5325.425293
	Iteration 32Q: 3 clusters Score -8835378 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5779 members 
Mstep: Class 2 contains 40237 members 
Entering Unmasked Estep 
Score: -8835373.000000 Penalty: 5325.425293
	Iteration 33Q: 3 clusters Score -8835373 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5726 members 
Mstep: Class 2 contains 40290 members 
Entering Unmasked Estep 
Score: -8835368.000000 Penalty: 5325.425293
	Iteration 34Q: 3 clusters Score -8835368 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5654 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
Score: -8835353.000000 Penalty: 5325.425293
	Iteration 35Q: 3 clusters Score -8835353 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5580 members 
Mstep: Class 2 contains 40436 members 
Entering Unmasked Estep 
Score: -8835352.000000 Penalty: 5325.425293
	Iteration 36Q: 3 clusters Score -8835352 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 40494 members 
Entering Unmasked Estep 
Score: -8835344.000000 Penalty: 5325.425293
	Iteration 37Q: 3 clusters Score -8835344 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5465 members 
Mstep: Class 2 contains 40551 members 
Entering Unmasked Estep 
Score: -8835339.000000 Penalty: 5325.425293
	Iteration 38Q: 3 clusters Score -8835339 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5397 members 
Mstep: Class 2 contains 40619 members 
Entering Unmasked Estep 
Score: -8835348.000000 Penalty: 5325.425293
	Iteration 39Q: 3 clusters Score -8835348 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5350 members 
Mstep: Class 2 contains 40666 members 
Entering Unmasked Estep 
Score: -8835358.000000 Penalty: 5325.425293
	Iteration 40F: 3 clusters Score -8835358 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5299 members 
Mstep: Class 2 contains 40717 members 
Entering Unmasked Estep 
Score: -8835324.000000 Penalty: 5325.425293
	Iteration 41Q: 3 clusters Score -8835324 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5256 members 
Mstep: Class 2 contains 40760 members 
Entering Unmasked Estep 
Score: -8835313.000000 Penalty: 5325.425293
	Iteration 42Q: 3 clusters Score -8835313 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5211 members 
Mstep: Class 2 contains 40805 members 
Entering Unmasked Estep 
Score: -8835320.000000 Penalty: 5325.425293
	Iteration 43Q: 3 clusters Score -8835320 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5168 members 
Mstep: Class 2 contains 40848 members 
Entering Unmasked Estep 
Score: -8835313.000000 Penalty: 5325.425293
	Iteration 44Q: 3 clusters Score -8835313 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5123 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -8835283.000000 Penalty: 5325.425293
	Iteration 45Q: 3 clusters Score -8835283 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5073 members 
Mstep: Class 2 contains 40943 members 
Entering Unmasked Estep 
Score: -8835272.000000 Penalty: 5325.425293
	Iteration 46Q: 3 clusters Score -8835272 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5018 members 
Mstep: Class 2 contains 40998 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 4967 members 
Mstep: Class 2 contains 41049 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8835246 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4915 members 
Mstep: Class 2 contains 41101 members 
Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8835259 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4860 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8835222 nChanged 58
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4802 members 
Mstep: Class 2 contains 41214 members 
Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8835226 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4757 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -8835216 nChanged 43
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Mstep: Class 1 contains 4716 members 
Mstep: Class 2 contains 41300 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8835216 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4687 members 
Mstep: Class 2 contains 41329 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8835210 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4652 members 
Mstep: Class 2 contains 41364 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8835204 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8835226 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4554 members 
Mstep: Class 2 contains 41462 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -8835208 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4498 members 
Mstep: Class 2 contains 41518 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8835199 nChanged 55
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Mstep: Class 1 contains 4443 members 
Mstep: Class 2 contains 41573 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8835190 nChanged 69
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Mstep: Class 1 contains 4376 members 
Mstep: Class 2 contains 41640 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8835201 nChanged 62
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4318 members 
Mstep: Class 2 contains 41698 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8835170 nChanged 70
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 41760 members 
Entering Unmasked Estep 
Score: -8835148.000000 Penalty: 5325.425293
	Iteration 62Q: 3 clusters Score -8835148 nChanged 77
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Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 41835 members 
Entering Unmasked Estep 
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	Iteration 63Q: 3 clusters Score -8835131 nChanged 81
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 41910 members 
Entering Unmasked Estep 
Score: -8835101.000000 Penalty: 5325.425293
	Iteration 64Q: 3 clusters Score -8835101 nChanged 75
Entering Unmasked Mstep 
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Mstep: Class 1 contains 4031 members 
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Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -8835116 nChanged 61
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Mstep: Class 1 contains 3972 members 
Mstep: Class 2 contains 42044 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -8835111 nChanged 62
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Mstep: Class 1 contains 3912 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -8835114 nChanged 60
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Mstep: Class 1 contains 3860 members 
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8835104 nChanged 68
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Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
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	Iteration 69Q: 3 clusters Score -8835084 nChanged 74
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Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8835062 nChanged 80
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Mstep: Class 1 contains 3646 members 
Mstep: Class 2 contains 42370 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8835032 nChanged 76
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Mstep: Class 1 contains 3570 members 
Mstep: Class 2 contains 42446 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -8835019 nChanged 93
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Mstep: Class 1 contains 3481 members 
Mstep: Class 2 contains 42535 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -8834982 nChanged 92
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Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 42625 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8834958 nChanged 90
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Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 42709 members 
Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8834931 nChanged 90
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3217 members 
Mstep: Class 2 contains 42799 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -8834912 nChanged 71
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Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 42868 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8834890 nChanged 88
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Mstep: Class 1 contains 3062 members 
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Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8834869 nChanged 99
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Mstep: Class 1 contains 2965 members 
Mstep: Class 2 contains 43051 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8834832 nChanged 88
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Mstep: Class 1 contains 2877 members 
Mstep: Class 2 contains 43139 members 
Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8834778 nChanged 93
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Mstep: Class 1 contains 2788 members 
Mstep: Class 2 contains 43228 members 
Entering Unmasked Estep 
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	Iteration 81Q: 3 clusters Score -8834777 nChanged 79
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Mstep: Class 1 contains 2717 members 
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Entering Unmasked Estep 
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	Iteration 82Q: 3 clusters Score -8834770 nChanged 64
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Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 43361 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 2581 members 
Mstep: Class 2 contains 43435 members 
Entering Unmasked Estep 
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	Iteration 84Q: 3 clusters Score -8834734 nChanged 73
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Mstep: Class 1 contains 2512 members 
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Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -8834721 nChanged 68
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Mstep: Class 1 contains 2450 members 
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Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -8834705 nChanged 54
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Mstep: Class 1 contains 2406 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 2357 members 
Mstep: Class 2 contains 43659 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8834666 nChanged 43
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Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 43769 members 
Entering Unmasked Estep 
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	Iteration 91Q: 3 clusters Score -8834654 nChanged 32
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Mstep: Class 1 contains 2217 members 
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Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -8834634 nChanged 33
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Mstep: Class 1 contains 2188 members 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8834625 nChanged 30
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2158 members 
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Entering Unmasked Estep 
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	Iteration 94Q: 3 clusters Score -8834609 nChanged 36
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Mstep: Class 1 contains 2124 members 
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Entering Unmasked Estep 
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	Iteration 95Q: 3 clusters Score -8834614 nChanged 45
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2079 members 
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Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -8834594 nChanged 50
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Entering Unmasked Estep 
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	Iteration 97Q: 3 clusters Score -8834583 nChanged 48
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1987 members 
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Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8834579 nChanged 42
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1945 members 
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Entering Unmasked Estep 
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	Iteration 99Q: 3 clusters Score -8834580 nChanged 50
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1897 members 
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Entering Unmasked Estep 
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	Iteration 100F: 3 clusters Score -8834571 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1843 members 
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Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -8834546 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 1790 members 
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Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -8834525 nChanged 51
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Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -8834517 nChanged 58
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Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -8834523 nChanged 54
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Mstep: Class 1 contains 1635 members 
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	Iteration 105Q: 3 clusters Score -8834489 nChanged 55
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Mstep: Class 1 contains 1586 members 
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	Iteration 106Q: 3 clusters Score -8834462 nChanged 43
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Mstep: Class 1 contains 1551 members 
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	Iteration 107Q: 3 clusters Score -8834465 nChanged 32
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	Iteration 108Q: 3 clusters Score -8834481 nChanged 41
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	Iteration 109Q: 3 clusters Score -8834469 nChanged 54
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	Iteration 110Q: 3 clusters Score -8834479 nChanged 44
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Mstep: Class 1 contains 1392 members 
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	Iteration 111Q: 3 clusters Score -8834458 nChanged 35
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Mstep: Class 1 contains 1361 members 
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	Iteration 112Q: 3 clusters Score -8834456 nChanged 33
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	Iteration 113Q: 3 clusters Score -8834454 nChanged 33
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	Iteration 114Q: 3 clusters Score -8834462 nChanged 25
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	Iteration 115Q: 3 clusters Score -8834454 nChanged 23
Entering Unmasked Mstep 
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	Iteration 116Q: 3 clusters Score -8834452 nChanged 17
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	Iteration 117Q: 3 clusters Score -8834435 nChanged 23
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	Iteration 118Q: 3 clusters Score -8834420 nChanged 16
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	Iteration 119Q: 3 clusters Score -8834424 nChanged 14
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	Iteration 120F: 3 clusters Score -8834424 nChanged 15
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	Iteration 121Q: 3 clusters Score -8834428 nChanged 14
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	Iteration 122Q: 3 clusters Score -8834417 nChanged 11
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	Iteration 123Q: 3 clusters Score -8834413 nChanged 10
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	Iteration 124Q: 3 clusters Score -8834416 nChanged 8
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	Iteration 125Q: 3 clusters Score -8834409 nChanged 5
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	Iteration 126Q: 3 clusters Score -8834407 nChanged 7
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	Iteration 127Q: 3 clusters Score -8834411 nChanged 5
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	Iteration 128Q: 3 clusters Score -8834407 nChanged 8
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	Iteration 129Q: 3 clusters Score -8834404 nChanged 7
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	Iteration 130Q: 3 clusters Score -8834408 nChanged 5
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	Iteration 131Q: 3 clusters Score -8834412 nChanged 4
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	Iteration 132Q: 3 clusters Score -8834409 nChanged 1
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	Iteration 133Q: 3 clusters Score -8834402 nChanged 2
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	Iteration 134Q: 3 clusters Score -8834410 nChanged 3
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	Iteration 135Q: 3 clusters Score -8834414 nChanged 1
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	Iteration 136Q: 3 clusters Score -8834408 nChanged 1
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	Iteration 137Q: 3 clusters Score -8834408 nChanged 2
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	Iteration 138Q: 3 clusters Score -8834411 nChanged 3
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	Iteration 139Q: 3 clusters Score -8834412 nChanged 2
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	Iteration 140F: 3 clusters Score -8834403 nChanged 6
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	Iteration 141Q: 3 clusters Score -8834398 nChanged 4
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Mstep: Class 2 contains 44925 members 
Entering Unmasked Estep 
Score: -8834390.000000 Penalty: 5325.425293
	Iteration 142Q: 3 clusters Score -8834390 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1087 members 
Mstep: Class 2 contains 44929 members 
Entering Unmasked Estep 
Score: -8834388.000000 Penalty: 5325.425293
	Iteration 143Q: 3 clusters Score -8834388 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1083 members 
Mstep: Class 2 contains 44933 members 
Entering Unmasked Estep 
Score: -8834394.000000 Penalty: 5325.425293
	Iteration 144Q: 3 clusters Score -8834394 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 44942 members 
Entering Unmasked Estep 
Score: -8834389.000000 Penalty: 5325.425293
	Iteration 145Q: 3 clusters Score -8834389 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 44950 members 
Entering Unmasked Estep 
Score: -8834390.000000 Penalty: 5325.425293
	Iteration 146Q: 3 clusters Score -8834390 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -8834385.000000 Penalty: 5325.425293
	Iteration 147Q: 3 clusters Score -8834385 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 44967 members 
Entering Unmasked Estep 
Score: -8834387.000000 Penalty: 5325.425293
	Iteration 148Q: 3 clusters Score -8834387 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1041 members 
Mstep: Class 2 contains 44975 members 
Entering Unmasked Estep 
Score: -8834385.000000 Penalty: 5325.425293
	Iteration 149Q: 3 clusters Score -8834385 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1035 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -8834380.000000 Penalty: 5325.425293
	Iteration 150Q: 3 clusters Score -8834380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1031 members 
Mstep: Class 2 contains 44985 members 
Entering Unmasked Estep 
Score: -8834380.000000 Penalty: 5325.425293
	Iteration 151Q: 3 clusters Score -8834380 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1027 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8834376.000000 Penalty: 5325.425293
	Iteration 152Q: 3 clusters Score -8834376 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1023 members 
Mstep: Class 2 contains 44993 members 
Entering Unmasked Estep 
Score: -8834372.000000 Penalty: 5325.425293
	Iteration 153Q: 3 clusters Score -8834372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8834372.000000 Penalty: 5325.425293
	Iteration 154Q: 3 clusters Score -8834372 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1019 members 
Mstep: Class 2 contains 44997 members 
Entering Unmasked Estep 
Score: -8834374.000000 Penalty: 5325.425293
	Iteration 155Q: 3 clusters Score -8834374 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 44998 members 
Entering Unmasked Estep 
Score: -8834367.000000 Penalty: 5325.425293
	Iteration 156Q: 3 clusters Score -8834367 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1016 members 
Mstep: Class 2 contains 45000 members 
Entering Unmasked Estep 
Score: -8834363.000000 Penalty: 5325.425293
	Iteration 157Q: 3 clusters Score -8834363 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8834363.000000 Penalty: 5325.425293
	Iteration 158Q: 3 clusters Score -8834363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1014 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8834363.000000 Penalty: 5325.425293
	Iteration 159F: 3 clusters Score -8834363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (21847 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21847 members 
Entering Unmasked Estep 
Score: -4259793.500000 Penalty: 2477.971191
	Iteration 0F: 2 clusters Score -4259794 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10960 members 
Mstep: Class 2 contains 10887 members 
Entering Unmasked Estep 
Score: -4244507.000000 Penalty: 4955.942383
	Iteration 0F: 3 clusters Score -4244507 nChanged 9699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11173 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -4249632.500000 Penalty: 4955.942383
	Iteration 1F: 3 clusters Score -4249632 nChanged 1059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11328 members 
Mstep: Class 2 contains 10519 members 
Entering Unmasked Estep 
Score: -4249955.500000 Penalty: 4955.942383
	Iteration 2Q: 3 clusters Score -4249956 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11531 members 
Mstep: Class 2 contains 10316 members 
Entering Unmasked Estep 
Score: -4250185.500000 Penalty: 4955.942383
	Iteration 3Q: 3 clusters Score -4250186 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11781 members 
Mstep: Class 2 contains 10066 members 
Entering Unmasked Estep 
Score: -4250404.000000 Penalty: 4955.942383
	Iteration 4Q: 3 clusters Score -4250404 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12075 members 
Mstep: Class 2 contains 9772 members 
Entering Unmasked Estep 
Score: -4250589.000000 Penalty: 4955.942383
	Iteration 5Q: 3 clusters Score -4250589 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12488 members 
Mstep: Class 2 contains 9359 members 
Entering Unmasked Estep 
Score: -4250799.000000 Penalty: 4955.942383
	Iteration 6Q: 3 clusters Score -4250799 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12980 members 
Mstep: Class 2 contains 8867 members 
Entering Unmasked Estep 
Score: -4251039.000000 Penalty: 4955.942383
	Iteration 7Q: 3 clusters Score -4251039 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13638 members 
Mstep: Class 2 contains 8209 members 
Entering Unmasked Estep 
Score: -4251393.500000 Penalty: 4955.942383
	Iteration 8Q: 3 clusters Score -4251394 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14503 members 
Mstep: Class 2 contains 7344 members 
Entering Unmasked Estep 
Score: -4251875.500000 Penalty: 4955.942383
	Iteration 9Q: 3 clusters Score -4251876 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15560 members 
Mstep: Class 2 contains 6287 members 
Entering Unmasked Estep 
Score: -4252554.000000 Penalty: 4955.942383
	Iteration 10F: 3 clusters Score -4252554 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16771 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -4253439.500000 Penalty: 4955.942383
	Iteration 11F: 3 clusters Score -4253440 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 3835 members 
Entering Unmasked Estep 
Score: -4254425.500000 Penalty: 4955.942383
	Iteration 12F: 3 clusters Score -4254426 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19198 members 
Mstep: Class 2 contains 2649 members 
Entering Unmasked Estep 
Score: -4255425.500000 Penalty: 4955.942383
	Iteration 13F: 3 clusters Score -4255426 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20133 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -4256236.000000 Penalty: 4955.942383
	Iteration 14Q: 3 clusters Score -4256236 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20761 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -4256830.500000 Penalty: 4955.942383
	Iteration 15Q: 3 clusters Score -4256830 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -4257154.500000 Penalty: 4955.942383
	Iteration 16Q: 3 clusters Score -4257154 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21294 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -4257344.500000 Penalty: 4955.942383
	Iteration 17Q: 3 clusters Score -4257344 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21385 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -4257437.000000 Penalty: 4955.942383
	Iteration 18Q: 3 clusters Score -4257437 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21434 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -4257492.500000 Penalty: 4955.942383
	Iteration 19Q: 3 clusters Score -4257492 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21457 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -4257516.000000 Penalty: 4955.942383
	Iteration 20F: 3 clusters Score -4257516 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21473 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4257531.500000 Penalty: 4955.942383
	Iteration 21Q: 3 clusters Score -4257532 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4257548.500000 Penalty: 4955.942383
	Iteration 22Q: 3 clusters Score -4257548 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21502 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -4257561.000000 Penalty: 4955.942383
	Iteration 23Q: 3 clusters Score -4257561 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21512 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4257566.000000 Penalty: 4955.942383
	Iteration 24Q: 3 clusters Score -4257566 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21521 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -4257583.000000 Penalty: 4955.942383
	Iteration 25Q: 3 clusters Score -4257583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21526 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -4257596.000000 Penalty: 4955.942383
	Iteration 26Q: 3 clusters Score -4257596 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21533 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -4257609.500000 Penalty: 4955.942383
	Iteration 27Q: 3 clusters Score -4257610 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21540 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -4257618.500000 Penalty: 4955.942383
	Iteration 28Q: 3 clusters Score -4257618 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21543 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -4257624.000000 Penalty: 4955.942383
	Iteration 29Q: 3 clusters Score -4257624 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4257627.500000 Penalty: 4955.942383
	Iteration 30Q: 3 clusters Score -4257628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4257629.500000 Penalty: 4955.942383
	Iteration 31Q: 3 clusters Score -4257630 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21547 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -4257629.500000 Penalty: 4955.942383
	Iteration 32F: 3 clusters Score -4257630 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1467 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1467 members 
Entering Unmasked Estep 
Score: -250874.062500 Penalty: 1808.161743
	Iteration 0F: 2 clusters Score -250874.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -248620.625000 Penalty: 3616.323486
	Iteration 0F: 3 clusters Score -248620.6 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -249150.906250 Penalty: 3616.323486
	Iteration 1F: 3 clusters Score -249150.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -249488.046875 Penalty: 3616.323486
	Iteration 2F: 3 clusters Score -249488 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -249892.546875 Penalty: 3616.323486
	Iteration 3F: 3 clusters Score -249892.5 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -250267.906250 Penalty: 3616.323486
	Iteration 4F: 3 clusters Score -250267.9 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -250723.109375 Penalty: 3616.323486
	Iteration 5F: 3 clusters Score -250723.1 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -250968.953125 Penalty: 3616.323486
	Iteration 6F: 3 clusters Score -250969 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -251188.781250 Penalty: 3616.323486
	Iteration 7Q: 3 clusters Score -251188.8 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 815 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -251429.562500 Penalty: 3616.323486
	Iteration 8Q: 3 clusters Score -251429.6 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -251562.062500 Penalty: 3616.323486
	Iteration 9Q: 3 clusters Score -251562.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -251632.921875 Penalty: 3616.323486
	Iteration 10Q: 3 clusters Score -251632.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -251657.968750 Penalty: 3616.323486
	Iteration 11Q: 3 clusters Score -251658 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 680 members 
Entering Unmasked Estep 
Score: -251666.671875 Penalty: 3616.323486
	Iteration 12Q: 3 clusters Score -251666.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -251672.359375 Penalty: 3616.323486
	Iteration 13Q: 3 clusters Score -251672.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 784 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -251672.359375 Penalty: 3616.323486
	Iteration 14F: 3 clusters Score -251672.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 32158 members 
Mstep: Class 4 contains 46016 members 
Mstep: Class 5 contains 21847 members 
Mstep: Class 6 contains 784 members 
Mstep: Class 7 contains 42153 members 
Mstep: Class 8 contains 45185 members 
Mstep: Class 9 contains 54015 members 
Mstep: Class 10 contains 17154 members 
Mstep: Class 11 contains 24856 members 
Mstep: Class 12 contains 58990 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14834 members 
Mstep: Class 15 contains 8974 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43724 members 
Mstep: Class 18 contains 5357 members 
Mstep: Class 19 contains 6003 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30365 members 
Mstep: Class 22 contains 42908 members 
Mstep: Class 23 contains 28477 members 
Mstep: Class 24 contains 3001 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41406 members 
Mstep: Class 27 contains 54995 members 
Mstep: Class 28 contains 49107 members 
Mstep: Class 29 contains 4001 members 
Mstep: Class 30 contains 8842 members 
Mstep: Class 31 contains 56056 members 
Mstep: Class 32 contains 25082 members 
Mstep: Class 33 contains 42080 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46059 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26937 members 
Mstep: Class 40 contains 32507 members 
Mstep: Class 41 contains 22319 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25521 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46269 members 
Mstep: Class 47 contains 22170 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19929 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27463 members 
Mstep: Class 53 contains 683 members 
Entering Unmasked Estep 
Score: -207980784.000000 Penalty: 183036.406250
Splitting cluster 6 changes total score from -207981648.000000 to -207980784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (42153 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42153 members 
Entering Unmasked Estep 
Score: -8124935.000000 Penalty: 2640.967285
	Iteration 0F: 2 clusters Score -8124935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21031 members 
Mstep: Class 2 contains 21122 members 
Entering Unmasked Estep 
Score: -8099629.000000 Penalty: 5281.934570
	Iteration 0F: 3 clusters Score -8099629 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20558 members 
Mstep: Class 2 contains 21595 members 
Entering Unmasked Estep 
Score: -8110091.500000 Penalty: 5281.934570
	Iteration 1F: 3 clusters Score -8110092 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20156 members 
Mstep: Class 2 contains 21997 members 
Entering Unmasked Estep 
Score: -8110592.500000 Penalty: 5281.934570
	Iteration 2Q: 3 clusters Score -8110592 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19504 members 
Mstep: Class 2 contains 22649 members 
Entering Unmasked Estep 
Score: -8111030.000000 Penalty: 5281.934570
	Iteration 3Q: 3 clusters Score -8111030 nChanged 1656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18586 members 
Mstep: Class 2 contains 23567 members 
Entering Unmasked Estep 
Score: -8111528.500000 Penalty: 5281.934570
	Iteration 4Q: 3 clusters Score -8111528 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17264 members 
Mstep: Class 2 contains 24889 members 
Entering Unmasked Estep 
Score: -8112047.500000 Penalty: 5281.934570
	Iteration 5Q: 3 clusters Score -8112048 nChanged 1983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15511 members 
Mstep: Class 2 contains 26642 members 
Entering Unmasked Estep 
Score: -8112786.000000 Penalty: 5281.934570
	Iteration 6Q: 3 clusters Score -8112786 nChanged 2353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13268 members 
Mstep: Class 2 contains 28885 members 
Entering Unmasked Estep 
Score: -8113783.000000 Penalty: 5281.934570
	Iteration 7F: 3 clusters Score -8113783 nChanged 2860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10472 members 
Mstep: Class 2 contains 31681 members 
Entering Unmasked Estep 
Score: -8115330.500000 Penalty: 5281.934570
	Iteration 8F: 3 clusters Score -8115330 nChanged 3301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 34968 members 
Entering Unmasked Estep 
Score: -8117506.500000 Penalty: 5281.934570
	Iteration 9F: 3 clusters Score -8117506 nChanged 3042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4145 members 
Mstep: Class 2 contains 38008 members 
Entering Unmasked Estep 
Score: -8119696.500000 Penalty: 5281.934570
	Iteration 10F: 3 clusters Score -8119696 nChanged 2086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2063 members 
Mstep: Class 2 contains 40090 members 
Entering Unmasked Estep 
Score: -8121188.500000 Penalty: 5281.934570
	Iteration 11Q: 3 clusters Score -8121188 nChanged 1089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 976 members 
Mstep: Class 2 contains 41177 members 
Entering Unmasked Estep 
Score: -8121916.500000 Penalty: 5281.934570
	Iteration 12Q: 3 clusters Score -8121916 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 41613 members 
Entering Unmasked Estep 
Score: -8122303.500000 Penalty: 5281.934570
	Iteration 13Q: 3 clusters Score -8122304 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 41762 members 
Entering Unmasked Estep 
Score: -8122445.000000 Penalty: 5281.934570
	Iteration 14Q: 3 clusters Score -8122445 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 41824 members 
Entering Unmasked Estep 
Score: -8122513.500000 Penalty: 5281.934570
	Iteration 15Q: 3 clusters Score -8122514 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -8122575.500000 Penalty: 5281.934570
	Iteration 16Q: 3 clusters Score -8122576 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 41877 members 
Entering Unmasked Estep 
Score: -8122602.000000 Penalty: 5281.934570
	Iteration 17Q: 3 clusters Score -8122602 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 267 members 
Mstep: Class 2 contains 41886 members 
Entering Unmasked Estep 
Score: -8122640.500000 Penalty: 5281.934570
	Iteration 18Q: 3 clusters Score -8122640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 41896 members 
Entering Unmasked Estep 
Score: -8122656.500000 Penalty: 5281.934570
	Iteration 19Q: 3 clusters Score -8122656 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 41907 members 
Entering Unmasked Estep 
Score: -8122676.000000 Penalty: 5281.934570
	Iteration 20F: 3 clusters Score -8122676 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -8122678.000000 Penalty: 5281.934570
	Iteration 21Q: 3 clusters Score -8122678 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 41909 members 
Entering Unmasked Estep 
Score: -8122681.000000 Penalty: 5281.934570
	Iteration 22Q: 3 clusters Score -8122681 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 41912 members 
Entering Unmasked Estep 
Score: -8122686.000000 Penalty: 5281.934570
	Iteration 23Q: 3 clusters Score -8122686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 41913 members 
Entering Unmasked Estep 
Score: -8122694.000000 Penalty: 5281.934570
	Iteration 24Q: 3 clusters Score -8122694 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -8122693.500000 Penalty: 5281.934570
	Iteration 25Q: 3 clusters Score -8122694 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 41914 members 
Entering Unmasked Estep 
Score: -8122693.500000 Penalty: 5281.934570
	Iteration 26F: 3 clusters Score -8122694 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45185 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Entering Unmasked Estep 
Score: -8456684.000000 Penalty: 2658.193115
	Iteration 0F: 2 clusters Score -8456684 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22549 members 
Mstep: Class 2 contains 22636 members 
Entering Unmasked Estep 
Score: -8427063.000000 Penalty: 5316.386230
	Iteration 0F: 3 clusters Score -8427063 nChanged 20661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22188 members 
Mstep: Class 2 contains 22997 members 
Entering Unmasked Estep 
Score: -8438572.000000 Penalty: 5316.386230
	Iteration 1F: 3 clusters Score -8438572 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21976 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -8439108.000000 Penalty: 5316.386230
	Iteration 2Q: 3 clusters Score -8439108 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21591 members 
Mstep: Class 2 contains 23594 members 
Entering Unmasked Estep 
Score: -8439520.000000 Penalty: 5316.386230
	Iteration 3Q: 3 clusters Score -8439520 nChanged 1574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21085 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -8439977.000000 Penalty: 5316.386230
	Iteration 4Q: 3 clusters Score -8439977 nChanged 1553
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20354 members 
Mstep: Class 2 contains 24831 members 
Entering Unmasked Estep 
Score: -8440397.000000 Penalty: 5316.386230
	Iteration 5Q: 3 clusters Score -8440397 nChanged 1613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19317 members 
Mstep: Class 2 contains 25868 members 
Entering Unmasked Estep 
Score: -8441010.000000 Penalty: 5316.386230
	Iteration 6Q: 3 clusters Score -8441010 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17944 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -8441760.000000 Penalty: 5316.386230
	Iteration 7Q: 3 clusters Score -8441760 nChanged 2099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 29066 members 
Entering Unmasked Estep 
Score: -8442877.000000 Penalty: 5316.386230
	Iteration 8Q: 3 clusters Score -8442877 nChanged 2438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13889 members 
Mstep: Class 2 contains 31296 members 
Entering Unmasked Estep 
Score: -8444434.000000 Penalty: 5316.386230
	Iteration 9F: 3 clusters Score -8444434 nChanged 2661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11378 members 
Mstep: Class 2 contains 33807 members 
Entering Unmasked Estep 
Score: -8446417.000000 Penalty: 5316.386230
	Iteration 10F: 3 clusters Score -8446417 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 36359 members 
Entering Unmasked Estep 
Score: -8448614.000000 Penalty: 5316.386230
	Iteration 11F: 3 clusters Score -8448614 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6659 members 
Mstep: Class 2 contains 38526 members 
Entering Unmasked Estep 
Score: -8450506.000000 Penalty: 5316.386230
	Iteration 12F: 3 clusters Score -8450506 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5028 members 
Mstep: Class 2 contains 40157 members 
Entering Unmasked Estep 
Score: -8451815.000000 Penalty: 5316.386230
	Iteration 13Q: 3 clusters Score -8451815 nChanged 1180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 41259 members 
Entering Unmasked Estep 
Score: -8452692.000000 Penalty: 5316.386230
	Iteration 14Q: 3 clusters Score -8452692 nChanged 876
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 42089 members 
Entering Unmasked Estep 
Score: -8453209.000000 Penalty: 5316.386230
	Iteration 15Q: 3 clusters Score -8453209 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2428 members 
Mstep: Class 2 contains 42757 members 
Entering Unmasked Estep 
Score: -8453596.000000 Penalty: 5316.386230
	Iteration 16Q: 3 clusters Score -8453596 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1927 members 
Mstep: Class 2 contains 43258 members 
Entering Unmasked Estep 
Score: -8453871.000000 Penalty: 5316.386230
	Iteration 17Q: 3 clusters Score -8453871 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 43660 members 
Entering Unmasked Estep 
Score: -8454063.000000 Penalty: 5316.386230
	Iteration 18Q: 3 clusters Score -8454063 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 43939 members 
Entering Unmasked Estep 
Score: -8454155.000000 Penalty: 5316.386230
	Iteration 19Q: 3 clusters Score -8454155 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 44128 members 
Entering Unmasked Estep 
Score: -8454285.000000 Penalty: 5316.386230
	Iteration 20F: 3 clusters Score -8454285 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 44290 members 
Entering Unmasked Estep 
Score: -8454384.000000 Penalty: 5316.386230
	Iteration 21Q: 3 clusters Score -8454384 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 44419 members 
Entering Unmasked Estep 
Score: -8454442.000000 Penalty: 5316.386230
	Iteration 22Q: 3 clusters Score -8454442 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 44511 members 
Entering Unmasked Estep 
Score: -8454475.000000 Penalty: 5316.386230
	Iteration 23Q: 3 clusters Score -8454475 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 44581 members 
Entering Unmasked Estep 
Score: -8454509.000000 Penalty: 5316.386230
	Iteration 24Q: 3 clusters Score -8454509 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 44633 members 
Entering Unmasked Estep 
Score: -8454525.000000 Penalty: 5316.386230
	Iteration 25Q: 3 clusters Score -8454525 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 44671 members 
Entering Unmasked Estep 
Score: -8454543.000000 Penalty: 5316.386230
	Iteration 26Q: 3 clusters Score -8454543 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 44697 members 
Entering Unmasked Estep 
Score: -8454559.000000 Penalty: 5316.386230
	Iteration 27Q: 3 clusters Score -8454559 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 44720 members 
Entering Unmasked Estep 
Score: -8454561.000000 Penalty: 5316.386230
	Iteration 28Q: 3 clusters Score -8454561 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44738 members 
Entering Unmasked Estep 
Score: -8454573.000000 Penalty: 5316.386230
	Iteration 29Q: 3 clusters Score -8454573 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -8454584.000000 Penalty: 5316.386230
	Iteration 30Q: 3 clusters Score -8454584 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 44756 members 
Entering Unmasked Estep 
Score: -8454591.000000 Penalty: 5316.386230
	Iteration 31Q: 3 clusters Score -8454591 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -8454595.000000 Penalty: 5316.386230
	Iteration 32Q: 3 clusters Score -8454595 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 44767 members 
Entering Unmasked Estep 
Score: -8454598.000000 Penalty: 5316.386230
	Iteration 33Q: 3 clusters Score -8454598 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 44769 members 
Entering Unmasked Estep 
Score: -8454599.000000 Penalty: 5316.386230
	Iteration 34Q: 3 clusters Score -8454599 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 44772 members 
Entering Unmasked Estep 
Score: -8454596.000000 Penalty: 5316.386230
	Iteration 35Q: 3 clusters Score -8454596 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 44773 members 
Entering Unmasked Estep 
Score: -8454596.000000 Penalty: 5316.386230
	Iteration 36Q: 3 clusters Score -8454596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 44775 members 
Entering Unmasked Estep 
Score: -8454600.000000 Penalty: 5316.386230
	Iteration 37Q: 3 clusters Score -8454600 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 44776 members 
Entering Unmasked Estep 
Score: -8454596.000000 Penalty: 5316.386230
	Iteration 38Q: 3 clusters Score -8454596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 44778 members 
Entering Unmasked Estep 
Score: -8454603.000000 Penalty: 5316.386230
	Iteration 39Q: 3 clusters Score -8454603 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 44779 members 
Entering Unmasked Estep 
Score: -8454603.000000 Penalty: 5316.386230
	Iteration 40F: 3 clusters Score -8454603 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (54015 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54015 members 
Entering Unmasked Estep 
Score: -10165784.000000 Penalty: 2702.460449
	Iteration 0F: 2 clusters Score -1.016578e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27157 members 
Mstep: Class 2 contains 26858 members 
Entering Unmasked Estep 
Score: -10131561.000000 Penalty: 5404.920898
	Iteration 0F: 3 clusters Score -1.013156e+07 nChanged 24939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28440 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -10145381.000000 Penalty: 5404.920898
	Iteration 1F: 3 clusters Score -1.014538e+07 nChanged 2343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29315 members 
Mstep: Class 2 contains 24700 members 
Entering Unmasked Estep 
Score: -10146106.000000 Penalty: 5404.920898
	Iteration 2Q: 3 clusters Score -1.014611e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30601 members 
Mstep: Class 2 contains 23414 members 
Entering Unmasked Estep 
Score: -10146914.000000 Penalty: 5404.920898
	Iteration 3Q: 3 clusters Score -1.014691e+07 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32332 members 
Mstep: Class 2 contains 21683 members 
Entering Unmasked Estep 
Score: -10147995.000000 Penalty: 5404.920898
	Iteration 4Q: 3 clusters Score -1.0148e+07 nChanged 2895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34749 members 
Mstep: Class 2 contains 19266 members 
Entering Unmasked Estep 
Score: -10149450.000000 Penalty: 5404.920898
	Iteration 5F: 3 clusters Score -1.014945e+07 nChanged 3306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37845 members 
Mstep: Class 2 contains 16170 members 
Entering Unmasked Estep 
Score: -10151498.000000 Penalty: 5404.920898
	Iteration 6F: 3 clusters Score -1.01515e+07 nChanged 3845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41590 members 
Mstep: Class 2 contains 12425 members 
Entering Unmasked Estep 
Score: -10154551.000000 Penalty: 5404.920898
	Iteration 7F: 3 clusters Score -1.015455e+07 nChanged 3868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45398 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -10157669.000000 Penalty: 5404.920898
	Iteration 8F: 3 clusters Score -1.015767e+07 nChanged 3285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48659 members 
Mstep: Class 2 contains 5356 members 
Entering Unmasked Estep 
Score: -10160339.000000 Penalty: 5404.920898
	Iteration 9F: 3 clusters Score -1.016034e+07 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50830 members 
Mstep: Class 2 contains 3185 members 
Entering Unmasked Estep 
Score: -10161884.000000 Penalty: 5404.920898
	Iteration 10Q: 3 clusters Score -1.016188e+07 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52103 members 
Mstep: Class 2 contains 1912 members 
Entering Unmasked Estep 
Score: -10162756.000000 Penalty: 5404.920898
	Iteration 11Q: 3 clusters Score -1.016276e+07 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52769 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10163091.000000 Penalty: 5404.920898
	Iteration 12Q: 3 clusters Score -1.016309e+07 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53146 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -10163273.000000 Penalty: 5404.920898
	Iteration 13Q: 3 clusters Score -1.016327e+07 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53367 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -10163397.000000 Penalty: 5404.920898
	Iteration 14Q: 3 clusters Score -1.01634e+07 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53497 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -10163462.000000 Penalty: 5404.920898
	Iteration 15Q: 3 clusters Score -1.016346e+07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53564 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -10163492.000000 Penalty: 5404.920898
	Iteration 16Q: 3 clusters Score -1.016349e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53615 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -10163551.000000 Penalty: 5404.920898
	Iteration 17Q: 3 clusters Score -1.016355e+07 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53650 members 
Mstep: Class 2 contains 365 members 
Entering Unmasked Estep 
Score: -10163577.000000 Penalty: 5404.920898
	Iteration 18Q: 3 clusters Score -1.016358e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53670 members 
Mstep: Class 2 contains 345 members 
Entering Unmasked Estep 
Score: -10163609.000000 Penalty: 5404.920898
	Iteration 19Q: 3 clusters Score -1.016361e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53679 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -10163610.000000 Penalty: 5404.920898
	Iteration 20F: 3 clusters Score -1.016361e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53689 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -10163619.000000 Penalty: 5404.920898
	Iteration 21Q: 3 clusters Score -1.016362e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53691 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -10163612.000000 Penalty: 5404.920898
	Iteration 22Q: 3 clusters Score -1.016361e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10163607.000000 Penalty: 5404.920898
	Iteration 23Q: 3 clusters Score -1.016361e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53692 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -10163607.000000 Penalty: 5404.920898
	Iteration 24F: 3 clusters Score -1.016361e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17154 members 
Entering Unmasked Estep 
Score: -3236669.500000 Penalty: 2417.996582
	Iteration 0F: 2 clusters Score -3236670 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8542 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -3224449.250000 Penalty: 4835.993164
	Iteration 0F: 3 clusters Score -3224449 nChanged 7364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8310 members 
Mstep: Class 2 contains 8844 members 
Entering Unmasked Estep 
Score: -3228310.000000 Penalty: 4835.993164
	Iteration 1F: 3 clusters Score -3228310 nChanged 976
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8144 members 
Mstep: Class 2 contains 9010 members 
Entering Unmasked Estep 
Score: -3228674.750000 Penalty: 4835.993164
	Iteration 2F: 3 clusters Score -3228675 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7987 members 
Mstep: Class 2 contains 9167 members 
Entering Unmasked Estep 
Score: -3228911.000000 Penalty: 4835.993164
	Iteration 3Q: 3 clusters Score -3228911 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7798 members 
Mstep: Class 2 contains 9356 members 
Entering Unmasked Estep 
Score: -3229085.000000 Penalty: 4835.993164
	Iteration 4Q: 3 clusters Score -3229085 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7557 members 
Mstep: Class 2 contains 9597 members 
Entering Unmasked Estep 
Score: -3229224.500000 Penalty: 4835.993164
	Iteration 5Q: 3 clusters Score -3229224 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 9874 members 
Entering Unmasked Estep 
Score: -3229360.750000 Penalty: 4835.993164
	Iteration 6Q: 3 clusters Score -3229361 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6931 members 
Mstep: Class 2 contains 10223 members 
Entering Unmasked Estep 
Score: -3229521.500000 Penalty: 4835.993164
	Iteration 7Q: 3 clusters Score -3229522 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6518 members 
Mstep: Class 2 contains 10636 members 
Entering Unmasked Estep 
Score: -3229695.750000 Penalty: 4835.993164
	Iteration 8Q: 3 clusters Score -3229696 nChanged 608
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5984 members 
Mstep: Class 2 contains 11170 members 
Entering Unmasked Estep 
Score: -3229954.250000 Penalty: 4835.993164
	Iteration 9Q: 3 clusters Score -3229954 nChanged 728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5328 members 
Mstep: Class 2 contains 11826 members 
Entering Unmasked Estep 
Score: -3230340.750000 Penalty: 4835.993164
	Iteration 10Q: 3 clusters Score -3230341 nChanged 892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4500 members 
Mstep: Class 2 contains 12654 members 
Entering Unmasked Estep 
Score: -3230914.250000 Penalty: 4835.993164
	Iteration 11F: 3 clusters Score -3230914 nChanged 942
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3596 members 
Mstep: Class 2 contains 13558 members 
Entering Unmasked Estep 
Score: -3231648.500000 Penalty: 4835.993164
	Iteration 12F: 3 clusters Score -3231648 nChanged 978
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -3232453.000000 Penalty: 4835.993164
	Iteration 13F: 3 clusters Score -3232453 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1866 members 
Mstep: Class 2 contains 15288 members 
Entering Unmasked Estep 
Score: -3233163.500000 Penalty: 4835.993164
	Iteration 14Q: 3 clusters Score -3233164 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 15894 members 
Entering Unmasked Estep 
Score: -3233682.500000 Penalty: 4835.993164
	Iteration 15Q: 3 clusters Score -3233682 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 895 members 
Mstep: Class 2 contains 16259 members 
Entering Unmasked Estep 
Score: -3233994.500000 Penalty: 4835.993164
	Iteration 16Q: 3 clusters Score -3233994 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 16484 members 
Entering Unmasked Estep 
Score: -3234208.250000 Penalty: 4835.993164
	Iteration 17Q: 3 clusters Score -3234208 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 16621 members 
Entering Unmasked Estep 
Score: -3234348.250000 Penalty: 4835.993164
	Iteration 18Q: 3 clusters Score -3234348 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 16708 members 
Entering Unmasked Estep 
Score: -3234446.750000 Penalty: 4835.993164
	Iteration 19Q: 3 clusters Score -3234447 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 16754 members 
Entering Unmasked Estep 
Score: -3234512.500000 Penalty: 4835.993164
	Iteration 20F: 3 clusters Score -3234512 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 16786 members 
Entering Unmasked Estep 
Score: -3234551.750000 Penalty: 4835.993164
	Iteration 21Q: 3 clusters Score -3234552 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
Score: -3234580.000000 Penalty: 4835.993164
	Iteration 22Q: 3 clusters Score -3234580 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 16820 members 
Entering Unmasked Estep 
Score: -3234592.500000 Penalty: 4835.993164
	Iteration 23Q: 3 clusters Score -3234592 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 16834 members 
Entering Unmasked Estep 
Score: -3234606.250000 Penalty: 4835.993164
	Iteration 24Q: 3 clusters Score -3234606 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 16842 members 
Entering Unmasked Estep 
Score: -3234614.500000 Penalty: 4835.993164
	Iteration 25Q: 3 clusters Score -3234614 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 16849 members 
Entering Unmasked Estep 
Score: -3234618.000000 Penalty: 4835.993164
	Iteration 26Q: 3 clusters Score -3234618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 16850 members 
Entering Unmasked Estep 
Score: -3234620.750000 Penalty: 4835.993164
	Iteration 27Q: 3 clusters Score -3234621 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 16852 members 
Entering Unmasked Estep 
Score: -3234621.750000 Penalty: 4835.993164
	Iteration 28Q: 3 clusters Score -3234622 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3234623.500000 Penalty: 4835.993164
	Iteration 29Q: 3 clusters Score -3234624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
Score: -3234625.250000 Penalty: 4835.993164
	Iteration 30Q: 3 clusters Score -3234625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 16855 members 
Entering Unmasked Estep 
Score: -3234625.000000 Penalty: 4835.993164
	Iteration 31Q: 3 clusters Score -3234625 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 16856 members 
Entering Unmasked Estep 
Score: -3234627.750000 Penalty: 4835.993164
	Iteration 32Q: 3 clusters Score -3234628 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3234627.000000 Penalty: 4835.993164
	Iteration 33Q: 3 clusters Score -3234627 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 297 members 
Mstep: Class 2 contains 16857 members 
Entering Unmasked Estep 
Score: -3234627.000000 Penalty: 4835.993164
	Iteration 34F: 3 clusters Score -3234627 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24856 members 
Entering Unmasked Estep 
Score: -4742524.500000 Penalty: 2509.971924
	Iteration 0F: 2 clusters Score -4742524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 12534 members 
Entering Unmasked Estep 
Score: -4725435.000000 Penalty: 5019.943848
	Iteration 0F: 3 clusters Score -4725435 nChanged 11091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11815 members 
Mstep: Class 2 contains 13041 members 
Entering Unmasked Estep 
Score: -4731304.000000 Penalty: 5019.943848
	Iteration 1F: 3 clusters Score -4731304 nChanged 1181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11532 members 
Mstep: Class 2 contains 13324 members 
Entering Unmasked Estep 
Score: -4731690.000000 Penalty: 5019.943848
	Iteration 2Q: 3 clusters Score -4731690 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11150 members 
Mstep: Class 2 contains 13706 members 
Entering Unmasked Estep 
Score: -4732087.000000 Penalty: 5019.943848
	Iteration 3Q: 3 clusters Score -4732087 nChanged 1018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10610 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -4732473.000000 Penalty: 5019.943848
	Iteration 4Q: 3 clusters Score -4732473 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 14979 members 
Entering Unmasked Estep 
Score: -4732981.500000 Penalty: 5019.943848
	Iteration 5Q: 3 clusters Score -4732982 nChanged 1131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8972 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -4733536.500000 Penalty: 5019.943848
	Iteration 6Q: 3 clusters Score -4733536 nChanged 1249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7873 members 
Mstep: Class 2 contains 16983 members 
Entering Unmasked Estep 
Score: -4734248.500000 Penalty: 5019.943848
	Iteration 7F: 3 clusters Score -4734248 nChanged 1408
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 18317 members 
Entering Unmasked Estep 
Score: -4735239.500000 Penalty: 5019.943848
	Iteration 8F: 3 clusters Score -4735240 nChanged 1427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5150 members 
Mstep: Class 2 contains 19706 members 
Entering Unmasked Estep 
Score: -4736359.000000 Penalty: 5019.943848
	Iteration 9F: 3 clusters Score -4736359 nChanged 1402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -4737515.000000 Penalty: 5019.943848
	Iteration 10F: 3 clusters Score -4737515 nChanged 1152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2646 members 
Mstep: Class 2 contains 22210 members 
Entering Unmasked Estep 
Score: -4738511.500000 Penalty: 5019.943848
	Iteration 11Q: 3 clusters Score -4738512 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1832 members 
Mstep: Class 2 contains 23024 members 
Entering Unmasked Estep 
Score: -4739240.000000 Penalty: 5019.943848
	Iteration 12Q: 3 clusters Score -4739240 nChanged 517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1341 members 
Mstep: Class 2 contains 23515 members 
Entering Unmasked Estep 
Score: -4739646.500000 Penalty: 5019.943848
	Iteration 13Q: 3 clusters Score -4739646 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 23801 members 
Entering Unmasked Estep 
Score: -4739908.500000 Penalty: 5019.943848
	Iteration 14Q: 3 clusters Score -4739908 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 23997 members 
Entering Unmasked Estep 
Score: -4740053.500000 Penalty: 5019.943848
	Iteration 15Q: 3 clusters Score -4740054 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 24116 members 
Entering Unmasked Estep 
Score: -4740166.500000 Penalty: 5019.943848
	Iteration 16Q: 3 clusters Score -4740166 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 24186 members 
Entering Unmasked Estep 
Score: -4740209.000000 Penalty: 5019.943848
	Iteration 17Q: 3 clusters Score -4740209 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 24243 members 
Entering Unmasked Estep 
Score: -4740271.500000 Penalty: 5019.943848
	Iteration 18Q: 3 clusters Score -4740272 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 24276 members 
Entering Unmasked Estep 
Score: -4740303.500000 Penalty: 5019.943848
	Iteration 19Q: 3 clusters Score -4740304 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 561 members 
Mstep: Class 2 contains 24295 members 
Entering Unmasked Estep 
Score: -4740320.500000 Penalty: 5019.943848
	Iteration 20F: 3 clusters Score -4740320 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 24314 members 
Entering Unmasked Estep 
Score: -4740331.000000 Penalty: 5019.943848
	Iteration 21Q: 3 clusters Score -4740331 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -4740343.500000 Penalty: 5019.943848
	Iteration 22Q: 3 clusters Score -4740344 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -4740349.000000 Penalty: 5019.943848
	Iteration 23Q: 3 clusters Score -4740349 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4740350.000000 Penalty: 5019.943848
	Iteration 24Q: 3 clusters Score -4740350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 24346 members 
Entering Unmasked Estep 
Score: -4740348.000000 Penalty: 5019.943848
	Iteration 25Q: 3 clusters Score -4740348 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 24354 members 
Entering Unmasked Estep 
Score: -4740355.500000 Penalty: 5019.943848
	Iteration 26Q: 3 clusters Score -4740356 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 494 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4740364.500000 Penalty: 5019.943848
	Iteration 27Q: 3 clusters Score -4740364 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -4740372.000000 Penalty: 5019.943848
	Iteration 28Q: 3 clusters Score -4740372 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 481 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -4740378.000000 Penalty: 5019.943848
	Iteration 29Q: 3 clusters Score -4740378 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4740380.000000 Penalty: 5019.943848
	Iteration 30Q: 3 clusters Score -4740380 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -4740383.500000 Penalty: 5019.943848
	Iteration 31Q: 3 clusters Score -4740384 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 473 members 
Mstep: Class 2 contains 24383 members 
Entering Unmasked Estep 
Score: -4740389.000000 Penalty: 5019.943848
	Iteration 32Q: 3 clusters Score -4740389 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 471 members 
Mstep: Class 2 contains 24385 members 
Entering Unmasked Estep 
Score: -4740392.000000 Penalty: 5019.943848
	Iteration 33Q: 3 clusters Score -4740392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 469 members 
Mstep: Class 2 contains 24387 members 
Entering Unmasked Estep 
Score: -4740392.000000 Penalty: 5019.943848
	Iteration 34Q: 3 clusters Score -4740392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -4740389.500000 Penalty: 5019.943848
	Iteration 35Q: 3 clusters Score -4740390 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 24389 members 
Entering Unmasked Estep 
Score: -4740389.500000 Penalty: 5019.943848
	Iteration 36F: 3 clusters Score -4740390 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (58990 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58990 members 
Entering Unmasked Estep 
Score: -10677399.000000 Penalty: 2724.310547
	Iteration 0F: 2 clusters Score -1.06774e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29407 members 
Mstep: Class 2 contains 29583 members 
Entering Unmasked Estep 
Score: -10639073.000000 Penalty: 5448.621094
	Iteration 0F: 3 clusters Score -1.063907e+07 nChanged 27472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28849 members 
Mstep: Class 2 contains 30141 members 
Entering Unmasked Estep 
Score: -10654624.000000 Penalty: 5448.621094
	Iteration 1F: 3 clusters Score -1.065462e+07 nChanged 2423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28516 members 
Mstep: Class 2 contains 30474 members 
Entering Unmasked Estep 
Score: -10655370.000000 Penalty: 5448.621094
	Iteration 2Q: 3 clusters Score -1.065537e+07 nChanged 2475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28003 members 
Mstep: Class 2 contains 30987 members 
Entering Unmasked Estep 
Score: -10656115.000000 Penalty: 5448.621094
	Iteration 3Q: 3 clusters Score -1.065612e+07 nChanged 2529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27246 members 
Mstep: Class 2 contains 31744 members 
Entering Unmasked Estep 
Score: -10657150.000000 Penalty: 5448.621094
	Iteration 4Q: 3 clusters Score -1.065715e+07 nChanged 2673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26237 members 
Mstep: Class 2 contains 32753 members 
Entering Unmasked Estep 
Score: -10658190.000000 Penalty: 5448.621094
	Iteration 5Q: 3 clusters Score -1.065819e+07 nChanged 2826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24859 members 
Mstep: Class 2 contains 34131 members 
Entering Unmasked Estep 
Score: -10659471.000000 Penalty: 5448.621094
	Iteration 6Q: 3 clusters Score -1.065947e+07 nChanged 2901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23052 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -10660866.000000 Penalty: 5448.621094
	Iteration 7Q: 3 clusters Score -1.066087e+07 nChanged 2993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20789 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -10662419.000000 Penalty: 5448.621094
	Iteration 8F: 3 clusters Score -1.066242e+07 nChanged 3056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18181 members 
Mstep: Class 2 contains 40809 members 
Entering Unmasked Estep 
Score: -10664230.000000 Penalty: 5448.621094
	Iteration 9F: 3 clusters Score -1.066423e+07 nChanged 3019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15386 members 
Mstep: Class 2 contains 43604 members 
Entering Unmasked Estep 
Score: -10666174.000000 Penalty: 5448.621094
	Iteration 10F: 3 clusters Score -1.066617e+07 nChanged 3047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12429 members 
Mstep: Class 2 contains 46561 members 
Entering Unmasked Estep 
Score: -10668350.000000 Penalty: 5448.621094
	Iteration 11F: 3 clusters Score -1.066835e+07 nChanged 2763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9718 members 
Mstep: Class 2 contains 49272 members 
Entering Unmasked Estep 
Score: -10670183.000000 Penalty: 5448.621094
	Iteration 12Q: 3 clusters Score -1.067018e+07 nChanged 2262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7488 members 
Mstep: Class 2 contains 51502 members 
Entering Unmasked Estep 
Score: -10671526.000000 Penalty: 5448.621094
	Iteration 13Q: 3 clusters Score -1.067153e+07 nChanged 1823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5675 members 
Mstep: Class 2 contains 53315 members 
Entering Unmasked Estep 
Score: -10672592.000000 Penalty: 5448.621094
	Iteration 14Q: 3 clusters Score -1.067259e+07 nChanged 1358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4335 members 
Mstep: Class 2 contains 54655 members 
Entering Unmasked Estep 
Score: -10673415.000000 Penalty: 5448.621094
	Iteration 15Q: 3 clusters Score -1.067342e+07 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 55663 members 
Entering Unmasked Estep 
Score: -10673932.000000 Penalty: 5448.621094
	Iteration 16Q: 3 clusters Score -1.067393e+07 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 56403 members 
Entering Unmasked Estep 
Score: -10674286.000000 Penalty: 5448.621094
	Iteration 17Q: 3 clusters Score -1.067429e+07 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2068 members 
Mstep: Class 2 contains 56922 members 
Entering Unmasked Estep 
Score: -10674531.000000 Penalty: 5448.621094
	Iteration 18Q: 3 clusters Score -1.067453e+07 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1692 members 
Mstep: Class 2 contains 57298 members 
Entering Unmasked Estep 
Score: -10674755.000000 Penalty: 5448.621094
	Iteration 19Q: 3 clusters Score -1.067476e+07 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1410 members 
Mstep: Class 2 contains 57580 members 
Entering Unmasked Estep 
Score: -10674886.000000 Penalty: 5448.621094
	Iteration 20F: 3 clusters Score -1.067489e+07 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1217 members 
Mstep: Class 2 contains 57773 members 
Entering Unmasked Estep 
Score: -10674974.000000 Penalty: 5448.621094
	Iteration 21Q: 3 clusters Score -1.067497e+07 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 57923 members 
Entering Unmasked Estep 
Score: -10674999.000000 Penalty: 5448.621094
	Iteration 22Q: 3 clusters Score -1.0675e+07 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 943 members 
Mstep: Class 2 contains 58047 members 
Entering Unmasked Estep 
Score: -10675053.000000 Penalty: 5448.621094
	Iteration 23Q: 3 clusters Score -1.067505e+07 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 58151 members 
Entering Unmasked Estep 
Score: -10675051.000000 Penalty: 5448.621094
	Iteration 24Q: 3 clusters Score -1.067505e+07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 772 members 
Mstep: Class 2 contains 58218 members 
Entering Unmasked Estep 
Score: -10675108.000000 Penalty: 5448.621094
	Iteration 25Q: 3 clusters Score -1.067511e+07 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 58259 members 
Entering Unmasked Estep 
Score: -10675113.000000 Penalty: 5448.621094
	Iteration 26Q: 3 clusters Score -1.067511e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 58297 members 
Entering Unmasked Estep 
Score: -10675138.000000 Penalty: 5448.621094
	Iteration 27Q: 3 clusters Score -1.067514e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 58330 members 
Entering Unmasked Estep 
Score: -10675165.000000 Penalty: 5448.621094
	Iteration 28Q: 3 clusters Score -1.067516e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 58355 members 
Entering Unmasked Estep 
Score: -10675191.000000 Penalty: 5448.621094
	Iteration 29Q: 3 clusters Score -1.067519e+07 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 58370 members 
Entering Unmasked Estep 
Score: -10675204.000000 Penalty: 5448.621094
	Iteration 30Q: 3 clusters Score -1.06752e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 58380 members 
Entering Unmasked Estep 
Score: -10675199.000000 Penalty: 5448.621094
	Iteration 31Q: 3 clusters Score -1.06752e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 58393 members 
Entering Unmasked Estep 
Score: -10675198.000000 Penalty: 5448.621094
	Iteration 32Q: 3 clusters Score -1.06752e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 58402 members 
Entering Unmasked Estep 
Score: -10675200.000000 Penalty: 5448.621094
	Iteration 33Q: 3 clusters Score -1.06752e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 574 members 
Mstep: Class 2 contains 58416 members 
Entering Unmasked Estep 
Score: -10675214.000000 Penalty: 5448.621094
	Iteration 34Q: 3 clusters Score -1.067521e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 58427 members 
Entering Unmasked Estep 
Score: -10675213.000000 Penalty: 5448.621094
	Iteration 35Q: 3 clusters Score -1.067521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 58435 members 
Entering Unmasked Estep 
Score: -10675216.000000 Penalty: 5448.621094
	Iteration 36Q: 3 clusters Score -1.067522e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 58439 members 
Entering Unmasked Estep 
Score: -10675211.000000 Penalty: 5448.621094
	Iteration 37Q: 3 clusters Score -1.067521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 58443 members 
Entering Unmasked Estep 
Score: -10675210.000000 Penalty: 5448.621094
	Iteration 38Q: 3 clusters Score -1.067521e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 58447 members 
Entering Unmasked Estep 
Score: -10675222.000000 Penalty: 5448.621094
	Iteration 39Q: 3 clusters Score -1.067522e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 538 members 
Mstep: Class 2 contains 58452 members 
Entering Unmasked Estep 
Score: -10675222.000000 Penalty: 5448.621094
	Iteration 40F: 3 clusters Score -1.067522e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 58455 members 
Entering Unmasked Estep 
Score: -10675214.000000 Penalty: 5448.621094
	Iteration 41Q: 3 clusters Score -1.067521e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 58462 members 
Entering Unmasked Estep 
Score: -10675212.000000 Penalty: 5448.621094
	Iteration 42Q: 3 clusters Score -1.067521e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 58470 members 
Entering Unmasked Estep 
Score: -10675218.000000 Penalty: 5448.621094
	Iteration 43Q: 3 clusters Score -1.067522e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -10675227.000000 Penalty: 5448.621094
	Iteration 44Q: 3 clusters Score -1.067523e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -10675226.000000 Penalty: 5448.621094
	Iteration 45Q: 3 clusters Score -1.067523e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 58473 members 
Entering Unmasked Estep 
Score: -10675226.000000 Penalty: 5448.621094
	Iteration 46F: 3 clusters Score -1.067523e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -91333.656250 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -91333.66 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -89841.484375 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -89841.48 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -90005.070312 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -90005.07 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 230 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90101.210938 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -90101.21 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 219 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90136.406250 Penalty: 3086.397705
	Iteration 3Q: 3 clusters Score -90136.41 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 215 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -90186.890625 Penalty: 3086.397705
	Iteration 4Q: 3 clusters Score -90186.89 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -90259.687500 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -90259.69 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -90321.023438 Penalty: 3086.397705
	Iteration 6Q: 3 clusters Score -90321.02 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -90434.718750 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -90434.72 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 168 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -90608.929688 Penalty: 3086.397705
	Iteration 8F: 3 clusters Score -90608.93 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90763.406250 Penalty: 3086.397705
	Iteration 9F: 3 clusters Score -90763.41 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90876.812500 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -90876.81 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 362 members 
Entering Unmasked Estep 
Score: -90924.593750 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -90924.59 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 359 members 
Entering Unmasked Estep 
Score: -90961.109375 Penalty: 3086.397705
	Iteration 12Q: 3 clusters Score -90961.11 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -90986.312500 Penalty: 3086.397705
	Iteration 13Q: 3 clusters Score -90986.31 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -91000.062500 Penalty: 3086.397705
	Iteration 14Q: 3 clusters Score -91000.06 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91006.406250 Penalty: 3086.397705
	Iteration 15Q: 3 clusters Score -91006.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 354 members 
Entering Unmasked Estep 
Score: -91006.406250 Penalty: 3086.397705
	Iteration 16F: 3 clusters Score -91006.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (14834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14834 members 
Entering Unmasked Estep 
Score: -2966241.500000 Penalty: 2381.959961
	Iteration 0F: 2 clusters Score -2966242 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7375 members 
Mstep: Class 2 contains 7459 members 
Entering Unmasked Estep 
Score: -2955471.250000 Penalty: 4763.919922
	Iteration 0F: 3 clusters Score -2955471 nChanged 6425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7190 members 
Mstep: Class 2 contains 7644 members 
Entering Unmasked Estep 
Score: -2958822.500000 Penalty: 4763.919922
	Iteration 1F: 3 clusters Score -2958822 nChanged 911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7127 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -2959155.750000 Penalty: 4763.919922
	Iteration 2F: 3 clusters Score -2959156 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 7774 members 
Entering Unmasked Estep 
Score: -2959389.000000 Penalty: 4763.919922
	Iteration 3Q: 3 clusters Score -2959389 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6971 members 
Mstep: Class 2 contains 7863 members 
Entering Unmasked Estep 
Score: -2959534.250000 Penalty: 4763.919922
	Iteration 4Q: 3 clusters Score -2959534 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6886 members 
Mstep: Class 2 contains 7948 members 
Entering Unmasked Estep 
Score: -2959665.000000 Penalty: 4763.919922
	Iteration 5Q: 3 clusters Score -2959665 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6749 members 
Mstep: Class 2 contains 8085 members 
Entering Unmasked Estep 
Score: -2959800.500000 Penalty: 4763.919922
	Iteration 6Q: 3 clusters Score -2959800 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 8274 members 
Entering Unmasked Estep 
Score: -2959912.000000 Penalty: 4763.919922
	Iteration 7Q: 3 clusters Score -2959912 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6366 members 
Mstep: Class 2 contains 8468 members 
Entering Unmasked Estep 
Score: -2960008.000000 Penalty: 4763.919922
	Iteration 8Q: 3 clusters Score -2960008 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6125 members 
Mstep: Class 2 contains 8709 members 
Entering Unmasked Estep 
Score: -2960115.250000 Penalty: 4763.919922
	Iteration 9Q: 3 clusters Score -2960115 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5817 members 
Mstep: Class 2 contains 9017 members 
Entering Unmasked Estep 
Score: -2960266.500000 Penalty: 4763.919922
	Iteration 10Q: 3 clusters Score -2960266 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5428 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -2960468.750000 Penalty: 4763.919922
	Iteration 11Q: 3 clusters Score -2960469 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5009 members 
Mstep: Class 2 contains 9825 members 
Entering Unmasked Estep 
Score: -2960701.250000 Penalty: 4763.919922
	Iteration 12Q: 3 clusters Score -2960701 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4527 members 
Mstep: Class 2 contains 10307 members 
Entering Unmasked Estep 
Score: -2960964.250000 Penalty: 4763.919922
	Iteration 13Q: 3 clusters Score -2960964 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3998 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2961315.750000 Penalty: 4763.919922
	Iteration 14Q: 3 clusters Score -2961316 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3446 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -2961730.250000 Penalty: 4763.919922
	Iteration 15Q: 3 clusters Score -2961730 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2901 members 
Mstep: Class 2 contains 11933 members 
Entering Unmasked Estep 
Score: -2962154.500000 Penalty: 4763.919922
	Iteration 16Q: 3 clusters Score -2962154 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 12465 members 
Entering Unmasked Estep 
Score: -2962615.250000 Penalty: 4763.919922
	Iteration 17Q: 3 clusters Score -2962615 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1887 members 
Mstep: Class 2 contains 12947 members 
Entering Unmasked Estep 
Score: -2963036.500000 Penalty: 4763.919922
	Iteration 18Q: 3 clusters Score -2963036 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1513 members 
Mstep: Class 2 contains 13321 members 
Entering Unmasked Estep 
Score: -2963351.000000 Penalty: 4763.919922
	Iteration 19Q: 3 clusters Score -2963351 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -2963562.250000 Penalty: 4763.919922
	Iteration 20F: 3 clusters Score -2963562 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -2963707.750000 Penalty: 4763.919922
	Iteration 21Q: 3 clusters Score -2963708 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 971 members 
Mstep: Class 2 contains 13863 members 
Entering Unmasked Estep 
Score: -2963825.000000 Penalty: 4763.919922
	Iteration 22Q: 3 clusters Score -2963825 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 13944 members 
Entering Unmasked Estep 
Score: -2963895.000000 Penalty: 4763.919922
	Iteration 23Q: 3 clusters Score -2963895 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 13999 members 
Entering Unmasked Estep 
Score: -2963945.750000 Penalty: 4763.919922
	Iteration 24Q: 3 clusters Score -2963946 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 14041 members 
Entering Unmasked Estep 
Score: -2963979.250000 Penalty: 4763.919922
	Iteration 25Q: 3 clusters Score -2963979 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 14065 members 
Entering Unmasked Estep 
Score: -2964001.000000 Penalty: 4763.919922
	Iteration 26Q: 3 clusters Score -2964001 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 14089 members 
Entering Unmasked Estep 
Score: -2964029.750000 Penalty: 4763.919922
	Iteration 27Q: 3 clusters Score -2964030 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 14114 members 
Entering Unmasked Estep 
Score: -2964047.750000 Penalty: 4763.919922
	Iteration 28Q: 3 clusters Score -2964048 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 14140 members 
Entering Unmasked Estep 
Score: -2964073.000000 Penalty: 4763.919922
	Iteration 29Q: 3 clusters Score -2964073 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 14164 members 
Entering Unmasked Estep 
Score: -2964094.500000 Penalty: 4763.919922
	Iteration 30Q: 3 clusters Score -2964094 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 14180 members 
Entering Unmasked Estep 
Score: -2964096.500000 Penalty: 4763.919922
	Iteration 31Q: 3 clusters Score -2964096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 646 members 
Mstep: Class 2 contains 14188 members 
Entering Unmasked Estep 
Score: -2964109.500000 Penalty: 4763.919922
	Iteration 32Q: 3 clusters Score -2964110 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 14195 members 
Entering Unmasked Estep 
Score: -2964121.000000 Penalty: 4763.919922
	Iteration 33Q: 3 clusters Score -2964121 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 629 members 
Mstep: Class 2 contains 14205 members 
Entering Unmasked Estep 
Score: -2964140.250000 Penalty: 4763.919922
	Iteration 34Q: 3 clusters Score -2964140 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 14214 members 
Entering Unmasked Estep 
Score: -2964145.250000 Penalty: 4763.919922
	Iteration 35Q: 3 clusters Score -2964145 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 14224 members 
Entering Unmasked Estep 
Score: -2964149.500000 Penalty: 4763.919922
	Iteration 36Q: 3 clusters Score -2964150 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 14232 members 
Entering Unmasked Estep 
Score: -2964161.250000 Penalty: 4763.919922
	Iteration 37Q: 3 clusters Score -2964161 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -2964181.750000 Penalty: 4763.919922
	Iteration 38Q: 3 clusters Score -2964182 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 14255 members 
Entering Unmasked Estep 
Score: -2964190.250000 Penalty: 4763.919922
	Iteration 39Q: 3 clusters Score -2964190 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 571 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -2964191.500000 Penalty: 4763.919922
	Iteration 40F: 3 clusters Score -2964192 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 14268 members 
Entering Unmasked Estep 
Score: -2964199.250000 Penalty: 4763.919922
	Iteration 41Q: 3 clusters Score -2964199 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 14272 members 
Entering Unmasked Estep 
Score: -2964202.500000 Penalty: 4763.919922
	Iteration 42Q: 3 clusters Score -2964202 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 14278 members 
Entering Unmasked Estep 
Score: -2964207.250000 Penalty: 4763.919922
	Iteration 43Q: 3 clusters Score -2964207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 555 members 
Mstep: Class 2 contains 14279 members 
Entering Unmasked Estep 
Score: -2964211.750000 Penalty: 4763.919922
	Iteration 44Q: 3 clusters Score -2964212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2964218.000000 Penalty: 4763.919922
	Iteration 45Q: 3 clusters Score -2964218 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2964224.750000 Penalty: 4763.919922
	Iteration 46Q: 3 clusters Score -2964225 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 14283 members 
Entering Unmasked Estep 
Score: -2964223.000000 Penalty: 4763.919922
	Iteration 47Q: 3 clusters Score -2964223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 14284 members 
Entering Unmasked Estep 
Score: -2964226.000000 Penalty: 4763.919922
	Iteration 48Q: 3 clusters Score -2964226 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 14281 members 
Entering Unmasked Estep 
Score: -2964228.250000 Penalty: 4763.919922
	Iteration 49Q: 3 clusters Score -2964228 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 552 members 
Mstep: Class 2 contains 14282 members 
Entering Unmasked Estep 
Score: -2964226.500000 Penalty: 4763.919922
	Iteration 50Q: 3 clusters Score -2964226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 14285 members 
Entering Unmasked Estep 
Score: -2964231.750000 Penalty: 4763.919922
	Iteration 51Q: 3 clusters Score -2964232 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2964231.250000 Penalty: 4763.919922
	Iteration 52Q: 3 clusters Score -2964231 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -2964229.750000 Penalty: 4763.919922
	Iteration 53Q: 3 clusters Score -2964230 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2964229.500000 Penalty: 4763.919922
	Iteration 54Q: 3 clusters Score -2964230 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 14286 members 
Entering Unmasked Estep 
Score: -2964229.500000 Penalty: 4763.919922
	Iteration 55F: 3 clusters Score -2964230 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8974 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8974 members 
Entering Unmasked Estep 
Score: -1703959.000000 Penalty: 2257.317627
	Iteration 0F: 2 clusters Score -1703959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4495 members 
Mstep: Class 2 contains 4479 members 
Entering Unmasked Estep 
Score: -1696964.250000 Penalty: 4514.635254
	Iteration 0F: 3 clusters Score -1696964 nChanged 3658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4503 members 
Mstep: Class 2 contains 4471 members 
Entering Unmasked Estep 
Score: -1698934.000000 Penalty: 4514.635254
	Iteration 1F: 3 clusters Score -1698934 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4522 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1699203.000000 Penalty: 4514.635254
	Iteration 2F: 3 clusters Score -1699203 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4504 members 
Mstep: Class 2 contains 4470 members 
Entering Unmasked Estep 
Score: -1699353.500000 Penalty: 4514.635254
	Iteration 3Q: 3 clusters Score -1699354 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4484 members 
Mstep: Class 2 contains 4490 members 
Entering Unmasked Estep 
Score: -1699447.125000 Penalty: 4514.635254
	Iteration 4Q: 3 clusters Score -1699447 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4491 members 
Mstep: Class 2 contains 4483 members 
Entering Unmasked Estep 
Score: -1699520.125000 Penalty: 4514.635254
	Iteration 5Q: 3 clusters Score -1699520 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4493 members 
Mstep: Class 2 contains 4481 members 
Entering Unmasked Estep 
Score: -1699567.750000 Penalty: 4514.635254
	Iteration 6Q: 3 clusters Score -1699568 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4520 members 
Mstep: Class 2 contains 4454 members 
Entering Unmasked Estep 
Score: -1699613.500000 Penalty: 4514.635254
	Iteration 7Q: 3 clusters Score -1699614 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4549 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -1699640.250000 Penalty: 4514.635254
	Iteration 8Q: 3 clusters Score -1699640 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4547 members 
Mstep: Class 2 contains 4427 members 
Entering Unmasked Estep 
Score: -1699668.250000 Penalty: 4514.635254
	Iteration 9Q: 3 clusters Score -1699668 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4558 members 
Mstep: Class 2 contains 4416 members 
Entering Unmasked Estep 
Score: -1699697.875000 Penalty: 4514.635254
	Iteration 10Q: 3 clusters Score -1699698 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 4399 members 
Entering Unmasked Estep 
Score: -1699724.000000 Penalty: 4514.635254
	Iteration 11Q: 3 clusters Score -1699724 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4609 members 
Mstep: Class 2 contains 4365 members 
Entering Unmasked Estep 
Score: -1699760.875000 Penalty: 4514.635254
	Iteration 12Q: 3 clusters Score -1699761 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 4326 members 
Entering Unmasked Estep 
Score: -1699784.625000 Penalty: 4514.635254
	Iteration 13Q: 3 clusters Score -1699785 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4694 members 
Mstep: Class 2 contains 4280 members 
Entering Unmasked Estep 
Score: -1699809.750000 Penalty: 4514.635254
	Iteration 14Q: 3 clusters Score -1699810 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4745 members 
Mstep: Class 2 contains 4229 members 
Entering Unmasked Estep 
Score: -1699827.375000 Penalty: 4514.635254
	Iteration 15Q: 3 clusters Score -1699827 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4795 members 
Mstep: Class 2 contains 4179 members 
Entering Unmasked Estep 
Score: -1699845.625000 Penalty: 4514.635254
	Iteration 16Q: 3 clusters Score -1699846 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4853 members 
Mstep: Class 2 contains 4121 members 
Entering Unmasked Estep 
Score: -1699866.250000 Penalty: 4514.635254
	Iteration 17Q: 3 clusters Score -1699866 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4923 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1699891.250000 Penalty: 4514.635254
	Iteration 18Q: 3 clusters Score -1699891 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4972 members 
Mstep: Class 2 contains 4002 members 
Entering Unmasked Estep 
Score: -1699916.375000 Penalty: 4514.635254
	Iteration 19Q: 3 clusters Score -1699916 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5036 members 
Mstep: Class 2 contains 3938 members 
Entering Unmasked Estep 
Score: -1699937.000000 Penalty: 4514.635254
	Iteration 20F: 3 clusters Score -1699937 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5110 members 
Mstep: Class 2 contains 3864 members 
Entering Unmasked Estep 
Score: -1699967.875000 Penalty: 4514.635254
	Iteration 21Q: 3 clusters Score -1699968 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5175 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1699997.000000 Penalty: 4514.635254
	Iteration 22Q: 3 clusters Score -1699997 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5238 members 
Mstep: Class 2 contains 3736 members 
Entering Unmasked Estep 
Score: -1700023.250000 Penalty: 4514.635254
	Iteration 23Q: 3 clusters Score -1700023 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1700063.625000 Penalty: 4514.635254
	Iteration 24Q: 3 clusters Score -1700064 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5440 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1700116.000000 Penalty: 4514.635254
	Iteration 25Q: 3 clusters Score -1700116 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5567 members 
Mstep: Class 2 contains 3407 members 
Entering Unmasked Estep 
Score: -1700178.000000 Penalty: 4514.635254
	Iteration 26Q: 3 clusters Score -1700178 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5721 members 
Mstep: Class 2 contains 3253 members 
Entering Unmasked Estep 
Score: -1700258.125000 Penalty: 4514.635254
	Iteration 27Q: 3 clusters Score -1700258 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5882 members 
Mstep: Class 2 contains 3092 members 
Entering Unmasked Estep 
Score: -1700333.875000 Penalty: 4514.635254
	Iteration 28Q: 3 clusters Score -1700334 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6049 members 
Mstep: Class 2 contains 2925 members 
Entering Unmasked Estep 
Score: -1700417.750000 Penalty: 4514.635254
	Iteration 29Q: 3 clusters Score -1700418 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6227 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -1700530.250000 Penalty: 4514.635254
	Iteration 30Q: 3 clusters Score -1700530 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6390 members 
Mstep: Class 2 contains 2584 members 
Entering Unmasked Estep 
Score: -1700641.500000 Penalty: 4514.635254
	Iteration 31Q: 3 clusters Score -1700642 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6566 members 
Mstep: Class 2 contains 2408 members 
Entering Unmasked Estep 
Score: -1700791.875000 Penalty: 4514.635254
	Iteration 32Q: 3 clusters Score -1700792 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6739 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1700959.500000 Penalty: 4514.635254
	Iteration 33Q: 3 clusters Score -1700960 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6896 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -1701138.000000 Penalty: 4514.635254
	Iteration 34Q: 3 clusters Score -1701138 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7031 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1701360.125000 Penalty: 4514.635254
	Iteration 35Q: 3 clusters Score -1701360 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7143 members 
Mstep: Class 2 contains 1831 members 
Entering Unmasked Estep 
Score: -1701589.125000 Penalty: 4514.635254
	Iteration 36Q: 3 clusters Score -1701589 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7220 members 
Mstep: Class 2 contains 1754 members 
Entering Unmasked Estep 
Score: -1701807.375000 Penalty: 4514.635254
	Iteration 37Q: 3 clusters Score -1701807 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7268 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -1701962.500000 Penalty: 4514.635254
	Iteration 38Q: 3 clusters Score -1701962 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7303 members 
Mstep: Class 2 contains 1671 members 
Entering Unmasked Estep 
Score: -1702050.625000 Penalty: 4514.635254
	Iteration 39Q: 3 clusters Score -1702051 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7321 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -1702085.125000 Penalty: 4514.635254
	Iteration 40F: 3 clusters Score -1702085 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -1702111.000000 Penalty: 4514.635254
	Iteration 41Q: 3 clusters Score -1702111 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7330 members 
Mstep: Class 2 contains 1644 members 
Entering Unmasked Estep 
Score: -1702128.500000 Penalty: 4514.635254
	Iteration 42Q: 3 clusters Score -1702128 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -1702131.250000 Penalty: 4514.635254
	Iteration 43Q: 3 clusters Score -1702131 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7336 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -1702133.000000 Penalty: 4514.635254
	Iteration 44Q: 3 clusters Score -1702133 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7344 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -1702137.375000 Penalty: 4514.635254
	Iteration 45Q: 3 clusters Score -1702137 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7353 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -1702144.000000 Penalty: 4514.635254
	Iteration 46Q: 3 clusters Score -1702144 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7361 members 
Mstep: Class 2 contains 1613 members 
Entering Unmasked Estep 
Score: -1702147.250000 Penalty: 4514.635254
	Iteration 47Q: 3 clusters Score -1702147 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7366 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -1702148.125000 Penalty: 4514.635254
	Iteration 48Q: 3 clusters Score -1702148 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -1702151.250000 Penalty: 4514.635254
	Iteration 49Q: 3 clusters Score -1702151 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -1702152.875000 Penalty: 4514.635254
	Iteration 50Q: 3 clusters Score -1702153 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -1702156.375000 Penalty: 4514.635254
	Iteration 51Q: 3 clusters Score -1702156 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7385 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -1702157.750000 Penalty: 4514.635254
	Iteration 52Q: 3 clusters Score -1702158 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -1702161.875000 Penalty: 4514.635254
	Iteration 53Q: 3 clusters Score -1702162 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1702160.375000 Penalty: 4514.635254
	Iteration 54Q: 3 clusters Score -1702160 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7387 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -1702160.375000 Penalty: 4514.635254
	Iteration 55F: 3 clusters Score -1702160 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -180469.625000 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -180469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -178485.218750 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -178485.2 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -179007.187500 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -179007.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -179225.656250 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -179225.7 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 509 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -179401.687500 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -179401.7 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -179556.515625 Penalty: 3474.871338
	Iteration 4F: 3 clusters Score -179556.5 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 459 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -179704.718750 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -179704.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -179818.578125 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -179818.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -179895.312500 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -179895.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -179971.093750 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -179971.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 673 members 
Entering Unmasked Estep 
Score: -180087.312500 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -180087.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -180177.484375 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -180177.5 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -180284.375000 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -180284.4 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -180339.921875 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -180339.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -180382.578125 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -180382.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -180405.750000 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -180405.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -180413.609375 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -180413.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -180417.406250 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -180417.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -180421.500000 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -180421.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 451 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -180421.500000 Penalty: 3474.871338
	Iteration 18F: 3 clusters Score -180421.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43724 members 
Entering Unmasked Estep 
Score: -8217539.500000 Penalty: 2650.041992
	Iteration 0F: 2 clusters Score -8217540 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21806 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -8189124.000000 Penalty: 5300.083984
	Iteration 0F: 3 clusters Score -8189124 nChanged 19960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21524 members 
Mstep: Class 2 contains 22200 members 
Entering Unmasked Estep 
Score: -8199926.000000 Penalty: 5300.083984
	Iteration 1F: 3 clusters Score -8199926 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21375 members 
Mstep: Class 2 contains 22349 members 
Entering Unmasked Estep 
Score: -8200365.500000 Penalty: 5300.083984
	Iteration 2Q: 3 clusters Score -8200366 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21174 members 
Mstep: Class 2 contains 22550 members 
Entering Unmasked Estep 
Score: -8200785.000000 Penalty: 5300.083984
	Iteration 3Q: 3 clusters Score -8200785 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20873 members 
Mstep: Class 2 contains 22851 members 
Entering Unmasked Estep 
Score: -8201195.500000 Penalty: 5300.083984
	Iteration 4Q: 3 clusters Score -8201196 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20445 members 
Mstep: Class 2 contains 23279 members 
Entering Unmasked Estep 
Score: -8201621.500000 Penalty: 5300.083984
	Iteration 5Q: 3 clusters Score -8201622 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19856 members 
Mstep: Class 2 contains 23868 members 
Entering Unmasked Estep 
Score: -8202207.500000 Penalty: 5300.083984
	Iteration 6Q: 3 clusters Score -8202208 nChanged 1612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 24702 members 
Entering Unmasked Estep 
Score: -8202851.500000 Penalty: 5300.083984
	Iteration 7Q: 3 clusters Score -8202852 nChanged 1775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17991 members 
Mstep: Class 2 contains 25733 members 
Entering Unmasked Estep 
Score: -8203717.500000 Penalty: 5300.083984
	Iteration 8Q: 3 clusters Score -8203718 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16690 members 
Mstep: Class 2 contains 27034 members 
Entering Unmasked Estep 
Score: -8204788.000000 Penalty: 5300.083984
	Iteration 9Q: 3 clusters Score -8204788 nChanged 2174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15222 members 
Mstep: Class 2 contains 28502 members 
Entering Unmasked Estep 
Score: -8206210.500000 Penalty: 5300.083984
	Iteration 10Q: 3 clusters Score -8206210 nChanged 2210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13758 members 
Mstep: Class 2 contains 29966 members 
Entering Unmasked Estep 
Score: -8207763.000000 Penalty: 5300.083984
	Iteration 11F: 3 clusters Score -8207763 nChanged 2156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 31226 members 
Entering Unmasked Estep 
Score: -8209240.000000 Penalty: 5300.083984
	Iteration 12Q: 3 clusters Score -8209240 nChanged 1911
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 32311 members 
Entering Unmasked Estep 
Score: -8210424.500000 Penalty: 5300.083984
	Iteration 13Q: 3 clusters Score -8210424 nChanged 1494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10577 members 
Mstep: Class 2 contains 33147 members 
Entering Unmasked Estep 
Score: -8211176.000000 Penalty: 5300.083984
	Iteration 14Q: 3 clusters Score -8211176 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9927 members 
Mstep: Class 2 contains 33797 members 
Entering Unmasked Estep 
Score: -8211661.000000 Penalty: 5300.083984
	Iteration 15Q: 3 clusters Score -8211661 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 34408 members 
Entering Unmasked Estep 
Score: -8211953.500000 Penalty: 5300.083984
	Iteration 16Q: 3 clusters Score -8211954 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8763 members 
Mstep: Class 2 contains 34961 members 
Entering Unmasked Estep 
Score: -8212192.000000 Penalty: 5300.083984
	Iteration 17Q: 3 clusters Score -8212192 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8228 members 
Mstep: Class 2 contains 35496 members 
Entering Unmasked Estep 
Score: -8212393.500000 Penalty: 5300.083984
	Iteration 18Q: 3 clusters Score -8212394 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7728 members 
Mstep: Class 2 contains 35996 members 
Entering Unmasked Estep 
Score: -8212577.000000 Penalty: 5300.083984
	Iteration 19Q: 3 clusters Score -8212577 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 36438 members 
Entering Unmasked Estep 
Score: -8212725.000000 Penalty: 5300.083984
	Iteration 20F: 3 clusters Score -8212725 nChanged 429
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6877 members 
Mstep: Class 2 contains 36847 members 
Entering Unmasked Estep 
Score: -8212859.500000 Penalty: 5300.083984
	Iteration 21Q: 3 clusters Score -8212860 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6469 members 
Mstep: Class 2 contains 37255 members 
Entering Unmasked Estep 
Score: -8213002.000000 Penalty: 5300.083984
	Iteration 22Q: 3 clusters Score -8213002 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6108 members 
Mstep: Class 2 contains 37616 members 
Entering Unmasked Estep 
Score: -8213131.000000 Penalty: 5300.083984
	Iteration 23Q: 3 clusters Score -8213131 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5758 members 
Mstep: Class 2 contains 37966 members 
Entering Unmasked Estep 
Score: -8213266.000000 Penalty: 5300.083984
	Iteration 24Q: 3 clusters Score -8213266 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5400 members 
Mstep: Class 2 contains 38324 members 
Entering Unmasked Estep 
Score: -8213411.000000 Penalty: 5300.083984
	Iteration 25Q: 3 clusters Score -8213411 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5037 members 
Mstep: Class 2 contains 38687 members 
Entering Unmasked Estep 
Score: -8213536.500000 Penalty: 5300.083984
	Iteration 26Q: 3 clusters Score -8213536 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4685 members 
Mstep: Class 2 contains 39039 members 
Entering Unmasked Estep 
Score: -8213644.000000 Penalty: 5300.083984
	Iteration 27Q: 3 clusters Score -8213644 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4343 members 
Mstep: Class 2 contains 39381 members 
Entering Unmasked Estep 
Score: -8213740.500000 Penalty: 5300.083984
	Iteration 28Q: 3 clusters Score -8213740 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4011 members 
Mstep: Class 2 contains 39713 members 
Entering Unmasked Estep 
Score: -8213856.500000 Penalty: 5300.083984
	Iteration 29Q: 3 clusters Score -8213856 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 40052 members 
Entering Unmasked Estep 
Score: -8214015.000000 Penalty: 5300.083984
	Iteration 30Q: 3 clusters Score -8214015 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3324 members 
Mstep: Class 2 contains 40400 members 
Entering Unmasked Estep 
Score: -8214156.500000 Penalty: 5300.083984
	Iteration 31Q: 3 clusters Score -8214156 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3000 members 
Mstep: Class 2 contains 40724 members 
Entering Unmasked Estep 
Score: -8214312.500000 Penalty: 5300.083984
	Iteration 32Q: 3 clusters Score -8214312 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 41042 members 
Entering Unmasked Estep 
Score: -8214437.500000 Penalty: 5300.083984
	Iteration 33Q: 3 clusters Score -8214438 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 41315 members 
Entering Unmasked Estep 
Score: -8214566.000000 Penalty: 5300.083984
	Iteration 34Q: 3 clusters Score -8214566 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2160 members 
Mstep: Class 2 contains 41564 members 
Entering Unmasked Estep 
Score: -8214642.000000 Penalty: 5300.083984
	Iteration 35Q: 3 clusters Score -8214642 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1943 members 
Mstep: Class 2 contains 41781 members 
Entering Unmasked Estep 
Score: -8214703.500000 Penalty: 5300.083984
	Iteration 36Q: 3 clusters Score -8214704 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1733 members 
Mstep: Class 2 contains 41991 members 
Entering Unmasked Estep 
Score: -8214781.500000 Penalty: 5300.083984
	Iteration 37Q: 3 clusters Score -8214782 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1543 members 
Mstep: Class 2 contains 42181 members 
Entering Unmasked Estep 
Score: -8214877.500000 Penalty: 5300.083984
	Iteration 38Q: 3 clusters Score -8214878 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -8214946.500000 Penalty: 5300.083984
	Iteration 39Q: 3 clusters Score -8214946 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 42493 members 
Entering Unmasked Estep 
Score: -8215019.500000 Penalty: 5300.083984
	Iteration 40F: 3 clusters Score -8215020 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 42603 members 
Entering Unmasked Estep 
Score: -8215095.000000 Penalty: 5300.083984
	Iteration 41Q: 3 clusters Score -8215095 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 42703 members 
Entering Unmasked Estep 
Score: -8215127.500000 Penalty: 5300.083984
	Iteration 42Q: 3 clusters Score -8215128 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 950 members 
Mstep: Class 2 contains 42774 members 
Entering Unmasked Estep 
Score: -8215152.500000 Penalty: 5300.083984
	Iteration 43Q: 3 clusters Score -8215152 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 42832 members 
Entering Unmasked Estep 
Score: -8215187.000000 Penalty: 5300.083984
	Iteration 44Q: 3 clusters Score -8215187 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 42889 members 
Entering Unmasked Estep 
Score: -8215226.000000 Penalty: 5300.083984
	Iteration 45Q: 3 clusters Score -8215226 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 42931 members 
Entering Unmasked Estep 
Score: -8215228.000000 Penalty: 5300.083984
	Iteration 46Q: 3 clusters Score -8215228 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 42961 members 
Entering Unmasked Estep 
Score: -8215237.500000 Penalty: 5300.083984
	Iteration 47Q: 3 clusters Score -8215238 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -8215259.500000 Penalty: 5300.083984
	Iteration 48Q: 3 clusters Score -8215260 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 43016 members 
Entering Unmasked Estep 
Score: -8215250.000000 Penalty: 5300.083984
	Iteration 49Q: 3 clusters Score -8215250 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -8215266.500000 Penalty: 5300.083984
	Iteration 50Q: 3 clusters Score -8215266 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 43058 members 
Entering Unmasked Estep 
Score: -8215283.500000 Penalty: 5300.083984
	Iteration 51Q: 3 clusters Score -8215284 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 43074 members 
Entering Unmasked Estep 
Score: -8215290.000000 Penalty: 5300.083984
	Iteration 52Q: 3 clusters Score -8215290 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 640 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -8215312.000000 Penalty: 5300.083984
	Iteration 53Q: 3 clusters Score -8215312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 43100 members 
Entering Unmasked Estep 
Score: -8215322.500000 Penalty: 5300.083984
	Iteration 54Q: 3 clusters Score -8215322 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 43111 members 
Entering Unmasked Estep 
Score: -8215329.500000 Penalty: 5300.083984
	Iteration 55Q: 3 clusters Score -8215330 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 43122 members 
Entering Unmasked Estep 
Score: -8215337.000000 Penalty: 5300.083984
	Iteration 56Q: 3 clusters Score -8215337 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 43133 members 
Entering Unmasked Estep 
Score: -8215343.500000 Penalty: 5300.083984
	Iteration 57Q: 3 clusters Score -8215344 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 582 members 
Mstep: Class 2 contains 43142 members 
Entering Unmasked Estep 
Score: -8215349.500000 Penalty: 5300.083984
	Iteration 58Q: 3 clusters Score -8215350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 43148 members 
Entering Unmasked Estep 
Score: -8215360.000000 Penalty: 5300.083984
	Iteration 59Q: 3 clusters Score -8215360 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 43156 members 
Entering Unmasked Estep 
Score: -8215360.500000 Penalty: 5300.083984
	Iteration 60F: 3 clusters Score -8215360 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -8215361.000000 Penalty: 5300.083984
	Iteration 61Q: 3 clusters Score -8215361 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 43161 members 
Entering Unmasked Estep 
Score: -8215368.500000 Penalty: 5300.083984
	Iteration 62Q: 3 clusters Score -8215368 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 43164 members 
Entering Unmasked Estep 
Score: -8215366.500000 Penalty: 5300.083984
	Iteration 63Q: 3 clusters Score -8215366 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 43165 members 
Entering Unmasked Estep 
Score: -8215365.500000 Penalty: 5300.083984
	Iteration 64Q: 3 clusters Score -8215366 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 43167 members 
Entering Unmasked Estep 
Score: -8215364.500000 Penalty: 5300.083984
	Iteration 65Q: 3 clusters Score -8215364 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43171 members 
Entering Unmasked Estep 
Score: -8215364.500000 Penalty: 5300.083984
	Iteration 66Q: 3 clusters Score -8215364 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 43174 members 
Entering Unmasked Estep 
Score: -8215376.000000 Penalty: 5300.083984
	Iteration 67Q: 3 clusters Score -8215376 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 43178 members 
Entering Unmasked Estep 
Score: -8215372.000000 Penalty: 5300.083984
	Iteration 68Q: 3 clusters Score -8215372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 43182 members 
Entering Unmasked Estep 
Score: -8215372.000000 Penalty: 5300.083984
	Iteration 69Q: 3 clusters Score -8215372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 43183 members 
Entering Unmasked Estep 
Score: -8215372.000000 Penalty: 5300.083984
	Iteration 70Q: 3 clusters Score -8215372 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -8215373.500000 Penalty: 5300.083984
	Iteration 71Q: 3 clusters Score -8215374 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 43184 members 
Entering Unmasked Estep 
Score: -8215373.500000 Penalty: 5300.083984
	Iteration 72F: 3 clusters Score -8215374 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5357 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Entering Unmasked Estep 
Score: -958986.750000 Penalty: 2129.367676
	Iteration 0F: 2 clusters Score -958986.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2659 members 
Entering Unmasked Estep 
Score: -954248.875000 Penalty: 4258.735352
	Iteration 0F: 3 clusters Score -954248.9 nChanged 2087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2733 members 
Mstep: Class 2 contains 2624 members 
Entering Unmasked Estep 
Score: -955479.250000 Penalty: 4258.735352
	Iteration 1F: 3 clusters Score -955479.2 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -955770.062500 Penalty: 4258.735352
	Iteration 2F: 3 clusters Score -955770.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2747 members 
Mstep: Class 2 contains 2610 members 
Entering Unmasked Estep 
Score: -955983.750000 Penalty: 4258.735352
	Iteration 3F: 3 clusters Score -955983.8 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 2608 members 
Entering Unmasked Estep 
Score: -956153.250000 Penalty: 4258.735352
	Iteration 4Q: 3 clusters Score -956153.2 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2752 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -956308.875000 Penalty: 4258.735352
	Iteration 5Q: 3 clusters Score -956308.9 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 2621 members 
Entering Unmasked Estep 
Score: -956446.625000 Penalty: 4258.735352
	Iteration 6Q: 3 clusters Score -956446.6 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2638 members 
Entering Unmasked Estep 
Score: -956548.187500 Penalty: 4258.735352
	Iteration 7Q: 3 clusters Score -956548.2 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2656 members 
Entering Unmasked Estep 
Score: -956620.187500 Penalty: 4258.735352
	Iteration 8Q: 3 clusters Score -956620.2 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2685 members 
Entering Unmasked Estep 
Score: -956690.000000 Penalty: 4258.735352
	Iteration 9Q: 3 clusters Score -956690 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2713 members 
Entering Unmasked Estep 
Score: -956738.812500 Penalty: 4258.735352
	Iteration 10Q: 3 clusters Score -956738.8 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -956781.250000 Penalty: 4258.735352
	Iteration 11Q: 3 clusters Score -956781.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2611 members 
Mstep: Class 2 contains 2746 members 
Entering Unmasked Estep 
Score: -956823.562500 Penalty: 4258.735352
	Iteration 12Q: 3 clusters Score -956823.6 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 2742 members 
Entering Unmasked Estep 
Score: -956855.000000 Penalty: 4258.735352
	Iteration 13Q: 3 clusters Score -956855 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2610 members 
Mstep: Class 2 contains 2747 members 
Entering Unmasked Estep 
Score: -956880.687500 Penalty: 4258.735352
	Iteration 14Q: 3 clusters Score -956880.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2768 members 
Entering Unmasked Estep 
Score: -956908.500000 Penalty: 4258.735352
	Iteration 15Q: 3 clusters Score -956908.5 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -956938.312500 Penalty: 4258.735352
	Iteration 16Q: 3 clusters Score -956938.3 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2790 members 
Entering Unmasked Estep 
Score: -956970.062500 Penalty: 4258.735352
	Iteration 17Q: 3 clusters Score -956970.1 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2573 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -956993.062500 Penalty: 4258.735352
	Iteration 18Q: 3 clusters Score -956993.1 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -957011.625000 Penalty: 4258.735352
	Iteration 19Q: 3 clusters Score -957011.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2555 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -957028.750000 Penalty: 4258.735352
	Iteration 20F: 3 clusters Score -957028.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2542 members 
Mstep: Class 2 contains 2815 members 
Entering Unmasked Estep 
Score: -957044.875000 Penalty: 4258.735352
	Iteration 21Q: 3 clusters Score -957044.9 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2531 members 
Mstep: Class 2 contains 2826 members 
Entering Unmasked Estep 
Score: -957069.437500 Penalty: 4258.735352
	Iteration 22Q: 3 clusters Score -957069.4 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2521 members 
Mstep: Class 2 contains 2836 members 
Entering Unmasked Estep 
Score: -957090.625000 Penalty: 4258.735352
	Iteration 23Q: 3 clusters Score -957090.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -957102.375000 Penalty: 4258.735352
	Iteration 24Q: 3 clusters Score -957102.4 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2881 members 
Entering Unmasked Estep 
Score: -957118.562500 Penalty: 4258.735352
	Iteration 25Q: 3 clusters Score -957118.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2453 members 
Mstep: Class 2 contains 2904 members 
Entering Unmasked Estep 
Score: -957135.000000 Penalty: 4258.735352
	Iteration 26Q: 3 clusters Score -957135 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 2930 members 
Entering Unmasked Estep 
Score: -957156.937500 Penalty: 4258.735352
	Iteration 27Q: 3 clusters Score -957156.9 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2400 members 
Mstep: Class 2 contains 2957 members 
Entering Unmasked Estep 
Score: -957180.750000 Penalty: 4258.735352
	Iteration 28Q: 3 clusters Score -957180.8 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2364 members 
Mstep: Class 2 contains 2993 members 
Entering Unmasked Estep 
Score: -957206.687500 Penalty: 4258.735352
	Iteration 29Q: 3 clusters Score -957206.7 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2333 members 
Mstep: Class 2 contains 3024 members 
Entering Unmasked Estep 
Score: -957235.062500 Penalty: 4258.735352
	Iteration 30Q: 3 clusters Score -957235.1 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2293 members 
Mstep: Class 2 contains 3064 members 
Entering Unmasked Estep 
Score: -957270.187500 Penalty: 4258.735352
	Iteration 31Q: 3 clusters Score -957270.2 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2250 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -957308.187500 Penalty: 4258.735352
	Iteration 32Q: 3 clusters Score -957308.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -957337.000000 Penalty: 4258.735352
	Iteration 33Q: 3 clusters Score -957337 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2169 members 
Mstep: Class 2 contains 3188 members 
Entering Unmasked Estep 
Score: -957389.000000 Penalty: 4258.735352
	Iteration 34Q: 3 clusters Score -957389 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 3221 members 
Entering Unmasked Estep 
Score: -957434.625000 Penalty: 4258.735352
	Iteration 35Q: 3 clusters Score -957434.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2103 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -957485.000000 Penalty: 4258.735352
	Iteration 36Q: 3 clusters Score -957485 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2072 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -957520.062500 Penalty: 4258.735352
	Iteration 37Q: 3 clusters Score -957520.1 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 3313 members 
Entering Unmasked Estep 
Score: -957549.062500 Penalty: 4258.735352
	Iteration 38Q: 3 clusters Score -957549.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 3344 members 
Entering Unmasked Estep 
Score: -957578.375000 Penalty: 4258.735352
	Iteration 39Q: 3 clusters Score -957578.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2002 members 
Mstep: Class 2 contains 3355 members 
Entering Unmasked Estep 
Score: -957606.000000 Penalty: 4258.735352
	Iteration 40F: 3 clusters Score -957606 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -957629.937500 Penalty: 4258.735352
	Iteration 41Q: 3 clusters Score -957629.9 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1961 members 
Mstep: Class 2 contains 3396 members 
Entering Unmasked Estep 
Score: -957657.500000 Penalty: 4258.735352
	Iteration 42Q: 3 clusters Score -957657.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1938 members 
Mstep: Class 2 contains 3419 members 
Entering Unmasked Estep 
Score: -957689.125000 Penalty: 4258.735352
	Iteration 43Q: 3 clusters Score -957689.1 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 3443 members 
Entering Unmasked Estep 
Score: -957710.437500 Penalty: 4258.735352
	Iteration 44Q: 3 clusters Score -957710.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 3458 members 
Entering Unmasked Estep 
Score: -957721.375000 Penalty: 4258.735352
	Iteration 45Q: 3 clusters Score -957721.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1893 members 
Mstep: Class 2 contains 3464 members 
Entering Unmasked Estep 
Score: -957729.750000 Penalty: 4258.735352
	Iteration 46Q: 3 clusters Score -957729.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1881 members 
Mstep: Class 2 contains 3476 members 
Entering Unmasked Estep 
Score: -957738.687500 Penalty: 4258.735352
	Iteration 47Q: 3 clusters Score -957738.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -957745.812500 Penalty: 4258.735352
	Iteration 48Q: 3 clusters Score -957745.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -957754.187500 Penalty: 4258.735352
	Iteration 49Q: 3 clusters Score -957754.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 3496 members 
Entering Unmasked Estep 
Score: -957758.312500 Penalty: 4258.735352
	Iteration 50Q: 3 clusters Score -957758.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 3493 members 
Entering Unmasked Estep 
Score: -957758.562500 Penalty: 4258.735352
	Iteration 51Q: 3 clusters Score -957758.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1868 members 
Mstep: Class 2 contains 3489 members 
Entering Unmasked Estep 
Score: -957759.562500 Penalty: 4258.735352
	Iteration 52Q: 3 clusters Score -957759.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -957761.250000 Penalty: 4258.735352
	Iteration 53Q: 3 clusters Score -957761.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -957763.187500 Penalty: 4258.735352
	Iteration 54Q: 3 clusters Score -957763.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -957764.312500 Penalty: 4258.735352
	Iteration 55Q: 3 clusters Score -957764.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1872 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -957765.062500 Penalty: 4258.735352
	Iteration 56Q: 3 clusters Score -957765.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1873 members 
Mstep: Class 2 contains 3484 members 
Entering Unmasked Estep 
Score: -957765.375000 Penalty: 4258.735352
	Iteration 57Q: 3 clusters Score -957765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -957766.250000 Penalty: 4258.735352
	Iteration 58Q: 3 clusters Score -957766.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1875 members 
Mstep: Class 2 contains 3482 members 
Entering Unmasked Estep 
Score: -957767.500000 Penalty: 4258.735352
	Iteration 59Q: 3 clusters Score -957767.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 3481 members 
Entering Unmasked Estep 
Score: -957765.812500 Penalty: 4258.735352
	Iteration 60F: 3 clusters Score -957765.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1877 members 
Mstep: Class 2 contains 3480 members 
Entering Unmasked Estep 
Score: -957765.437500 Penalty: 4258.735352
	Iteration 61Q: 3 clusters Score -957765.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -957766.000000 Penalty: 4258.735352
	Iteration 62Q: 3 clusters Score -957766 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1878 members 
Mstep: Class 2 contains 3479 members 
Entering Unmasked Estep 
Score: -957766.000000 Penalty: 4258.735352
	Iteration 63F: 3 clusters Score -957766 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (6003 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6003 members 
Entering Unmasked Estep 
Score: -1050935.250000 Penalty: 2157.603760
	Iteration 0F: 2 clusters Score -1050935 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3031 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -1045754.375000 Penalty: 4315.207520
	Iteration 0F: 3 clusters Score -1045754 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3030 members 
Mstep: Class 2 contains 2973 members 
Entering Unmasked Estep 
Score: -1047143.750000 Penalty: 4315.207520
	Iteration 1F: 3 clusters Score -1047144 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Mstep: Class 2 contains 3002 members 
Entering Unmasked Estep 
Score: -1047735.500000 Penalty: 4315.207520
	Iteration 2F: 3 clusters Score -1047736 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3034 members 
Mstep: Class 2 contains 2969 members 
Entering Unmasked Estep 
Score: -1048384.187500 Penalty: 4315.207520
	Iteration 3F: 3 clusters Score -1048384 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3151 members 
Mstep: Class 2 contains 2852 members 
Entering Unmasked Estep 
Score: -1049039.125000 Penalty: 4315.207520
	Iteration 4F: 3 clusters Score -1049039 nChanged 483
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3352 members 
Mstep: Class 2 contains 2651 members 
Entering Unmasked Estep 
Score: -1049576.375000 Penalty: 4315.207520
	Iteration 5F: 3 clusters Score -1049576 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3568 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -1049969.375000 Penalty: 4315.207520
	Iteration 6F: 3 clusters Score -1049969 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3726 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -1050175.625000 Penalty: 4315.207520
	Iteration 7Q: 3 clusters Score -1050176 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 2162 members 
Entering Unmasked Estep 
Score: -1050301.375000 Penalty: 4315.207520
	Iteration 8Q: 3 clusters Score -1050301 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 2063 members 
Entering Unmasked Estep 
Score: -1050378.250000 Penalty: 4315.207520
	Iteration 9Q: 3 clusters Score -1050378 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 2008 members 
Entering Unmasked Estep 
Score: -1050422.750000 Penalty: 4315.207520
	Iteration 10Q: 3 clusters Score -1050423 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1956 members 
Entering Unmasked Estep 
Score: -1050455.250000 Penalty: 4315.207520
	Iteration 11Q: 3 clusters Score -1050455 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4085 members 
Mstep: Class 2 contains 1918 members 
Entering Unmasked Estep 
Score: -1050478.125000 Penalty: 4315.207520
	Iteration 12Q: 3 clusters Score -1050478 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4122 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1050500.375000 Penalty: 4315.207520
	Iteration 13Q: 3 clusters Score -1050500 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4147 members 
Mstep: Class 2 contains 1856 members 
Entering Unmasked Estep 
Score: -1050509.125000 Penalty: 4315.207520
	Iteration 14Q: 3 clusters Score -1050509 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -1050517.625000 Penalty: 4315.207520
	Iteration 15Q: 3 clusters Score -1050518 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4171 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -1050523.875000 Penalty: 4315.207520
	Iteration 16Q: 3 clusters Score -1050524 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4182 members 
Mstep: Class 2 contains 1821 members 
Entering Unmasked Estep 
Score: -1050526.750000 Penalty: 4315.207520
	Iteration 17Q: 3 clusters Score -1050527 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4188 members 
Mstep: Class 2 contains 1815 members 
Entering Unmasked Estep 
Score: -1050528.750000 Penalty: 4315.207520
	Iteration 18Q: 3 clusters Score -1050529 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4192 members 
Mstep: Class 2 contains 1811 members 
Entering Unmasked Estep 
Score: -1050529.750000 Penalty: 4315.207520
	Iteration 19Q: 3 clusters Score -1050530 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4198 members 
Mstep: Class 2 contains 1805 members 
Entering Unmasked Estep 
Score: -1050533.500000 Penalty: 4315.207520
	Iteration 20F: 3 clusters Score -1050534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 1797 members 
Entering Unmasked Estep 
Score: -1050538.000000 Penalty: 4315.207520
	Iteration 21Q: 3 clusters Score -1050538 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 1790 members 
Entering Unmasked Estep 
Score: -1050541.375000 Penalty: 4315.207520
	Iteration 22Q: 3 clusters Score -1050541 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4224 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -1050542.500000 Penalty: 4315.207520
	Iteration 23Q: 3 clusters Score -1050542 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4231 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -1050546.125000 Penalty: 4315.207520
	Iteration 24Q: 3 clusters Score -1050546 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4240 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -1050551.250000 Penalty: 4315.207520
	Iteration 25Q: 3 clusters Score -1050551 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4248 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -1050553.875000 Penalty: 4315.207520
	Iteration 26Q: 3 clusters Score -1050554 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4254 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -1050556.375000 Penalty: 4315.207520
	Iteration 27Q: 3 clusters Score -1050556 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4256 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -1050555.750000 Penalty: 4315.207520
	Iteration 28Q: 3 clusters Score -1050556 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1050556.250000 Penalty: 4315.207520
	Iteration 29Q: 3 clusters Score -1050556 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4259 members 
Mstep: Class 2 contains 1744 members 
Entering Unmasked Estep 
Score: -1050556.250000 Penalty: 4315.207520
	Iteration 30F: 3 clusters Score -1050556 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -25563.052734 Penalty: 1295.985107
	Iteration 0F: 2 clusters Score -25563.05 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 94 members 
Entering Unmasked Estep 
Score: -24724.982422 Penalty: 2591.970215
	Iteration 0F: 3 clusters Score -24724.98 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24808.472656 Penalty: 2591.970215
	Iteration 1F: 3 clusters Score -24808.47 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 97 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -24827.507812 Penalty: 2591.970215
	Iteration 2Q: 3 clusters Score -24827.51 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -24842.037109 Penalty: 2591.970215
	Iteration 3Q: 3 clusters Score -24842.04 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -24849.513672 Penalty: 2591.970215
	Iteration 4Q: 3 clusters Score -24849.51 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 105 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -24849.513672 Penalty: 2591.970215
	Iteration 5F: 3 clusters Score -24849.51 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (30365 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30365 members 
Entering Unmasked Estep 
Score: -5788664.000000 Penalty: 2559.619385
	Iteration 0F: 2 clusters Score -5788664 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15352 members 
Mstep: Class 2 contains 15013 members 
Entering Unmasked Estep 
Score: -5768147.500000 Penalty: 5119.238770
	Iteration 0F: 3 clusters Score -5768148 nChanged 13615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16119 members 
Mstep: Class 2 contains 14246 members 
Entering Unmasked Estep 
Score: -5775438.500000 Penalty: 5119.238770
	Iteration 1F: 3 clusters Score -5775438 nChanged 1447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16610 members 
Mstep: Class 2 contains 13755 members 
Entering Unmasked Estep 
Score: -5775912.500000 Penalty: 5119.238770
	Iteration 2Q: 3 clusters Score -5775912 nChanged 1328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17272 members 
Mstep: Class 2 contains 13093 members 
Entering Unmasked Estep 
Score: -5776389.000000 Penalty: 5119.238770
	Iteration 3Q: 3 clusters Score -5776389 nChanged 1366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 12119 members 
Entering Unmasked Estep 
Score: -5776959.000000 Penalty: 5119.238770
	Iteration 4Q: 3 clusters Score -5776959 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 10826 members 
Entering Unmasked Estep 
Score: -5777725.000000 Penalty: 5119.238770
	Iteration 5Q: 3 clusters Score -5777725 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 9177 members 
Entering Unmasked Estep 
Score: -5778865.500000 Penalty: 5119.238770
	Iteration 6F: 3 clusters Score -5778866 nChanged 2097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23235 members 
Mstep: Class 2 contains 7130 members 
Entering Unmasked Estep 
Score: -5780414.000000 Penalty: 5119.238770
	Iteration 7F: 3 clusters Score -5780414 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 5039 members 
Entering Unmasked Estep 
Score: -5782190.500000 Penalty: 5119.238770
	Iteration 8F: 3 clusters Score -5782190 nChanged 1890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27212 members 
Mstep: Class 2 contains 3153 members 
Entering Unmasked Estep 
Score: -5783873.500000 Penalty: 5119.238770
	Iteration 9F: 3 clusters Score -5783874 nChanged 1266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28474 members 
Mstep: Class 2 contains 1891 members 
Entering Unmasked Estep 
Score: -5784981.000000 Penalty: 5119.238770
	Iteration 10Q: 3 clusters Score -5784981 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29192 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5785608.500000 Penalty: 5119.238770
	Iteration 11Q: 3 clusters Score -5785608 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29582 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5785958.500000 Penalty: 5119.238770
	Iteration 12Q: 3 clusters Score -5785958 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29794 members 
Mstep: Class 2 contains 571 members 
Entering Unmasked Estep 
Score: -5786146.500000 Penalty: 5119.238770
	Iteration 13Q: 3 clusters Score -5786146 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29895 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -5786250.000000 Penalty: 5119.238770
	Iteration 14Q: 3 clusters Score -5786250 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29949 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -5786299.500000 Penalty: 5119.238770
	Iteration 15Q: 3 clusters Score -5786300 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29987 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -5786358.000000 Penalty: 5119.238770
	Iteration 16Q: 3 clusters Score -5786358 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -5786391.000000 Penalty: 5119.238770
	Iteration 17Q: 3 clusters Score -5786391 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30030 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -5786416.500000 Penalty: 5119.238770
	Iteration 18Q: 3 clusters Score -5786416 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30037 members 
Mstep: Class 2 contains 328 members 
Entering Unmasked Estep 
Score: -5786432.500000 Penalty: 5119.238770
	Iteration 19Q: 3 clusters Score -5786432 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30041 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -5786439.500000 Penalty: 5119.238770
	Iteration 20F: 3 clusters Score -5786440 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30045 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -5786447.500000 Penalty: 5119.238770
	Iteration 21Q: 3 clusters Score -5786448 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5786447.500000 Penalty: 5119.238770
	Iteration 22Q: 3 clusters Score -5786448 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30047 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -5786447.500000 Penalty: 5119.238770
	Iteration 23F: 3 clusters Score -5786448 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42908 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42908 members 
Entering Unmasked Estep 
Score: -7984703.000000 Penalty: 2645.369873
	Iteration 0F: 2 clusters Score -7984703 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21480 members 
Mstep: Class 2 contains 21428 members 
Entering Unmasked Estep 
Score: -7956368.500000 Penalty: 5290.739746
	Iteration 0F: 3 clusters Score -7956368 nChanged 19639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 21201 members 
Entering Unmasked Estep 
Score: -7967152.000000 Penalty: 5290.739746
	Iteration 1F: 3 clusters Score -7967152 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21739 members 
Mstep: Class 2 contains 21169 members 
Entering Unmasked Estep 
Score: -7967670.500000 Penalty: 5290.739746
	Iteration 2Q: 3 clusters Score -7967670 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21797 members 
Mstep: Class 2 contains 21111 members 
Entering Unmasked Estep 
Score: -7968141.500000 Penalty: 5290.739746
	Iteration 3Q: 3 clusters Score -7968142 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21896 members 
Mstep: Class 2 contains 21012 members 
Entering Unmasked Estep 
Score: -7968769.500000 Penalty: 5290.739746
	Iteration 4Q: 3 clusters Score -7968770 nChanged 1752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22000 members 
Mstep: Class 2 contains 20908 members 
Entering Unmasked Estep 
Score: -7969558.500000 Penalty: 5290.739746
	Iteration 5Q: 3 clusters Score -7969558 nChanged 1999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22083 members 
Mstep: Class 2 contains 20825 members 
Entering Unmasked Estep 
Score: -7970549.000000 Penalty: 5290.739746
	Iteration 6Q: 3 clusters Score -7970549 nChanged 2195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22158 members 
Mstep: Class 2 contains 20750 members 
Entering Unmasked Estep 
Score: -7971913.500000 Penalty: 5290.739746
	Iteration 7F: 3 clusters Score -7971914 nChanged 2367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -7973514.000000 Penalty: 5290.739746
	Iteration 8F: 3 clusters Score -7973514 nChanged 2446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22145 members 
Mstep: Class 2 contains 20763 members 
Entering Unmasked Estep 
Score: -7975174.500000 Penalty: 5290.739746
	Iteration 9F: 3 clusters Score -7975174 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21960 members 
Mstep: Class 2 contains 20948 members 
Entering Unmasked Estep 
Score: -7976365.500000 Penalty: 5290.739746
	Iteration 10F: 3 clusters Score -7976366 nChanged 1638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21778 members 
Mstep: Class 2 contains 21130 members 
Entering Unmasked Estep 
Score: -7976924.000000 Penalty: 5290.739746
	Iteration 11Q: 3 clusters Score -7976924 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21542 members 
Mstep: Class 2 contains 21366 members 
Entering Unmasked Estep 
Score: -7977239.000000 Penalty: 5290.739746
	Iteration 12Q: 3 clusters Score -7977239 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21268 members 
Mstep: Class 2 contains 21640 members 
Entering Unmasked Estep 
Score: -7977345.500000 Penalty: 5290.739746
	Iteration 13Q: 3 clusters Score -7977346 nChanged 554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20980 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -7977517.500000 Penalty: 5290.739746
	Iteration 14Q: 3 clusters Score -7977518 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20646 members 
Mstep: Class 2 contains 22262 members 
Entering Unmasked Estep 
Score: -7977659.500000 Penalty: 5290.739746
	Iteration 15Q: 3 clusters Score -7977660 nChanged 505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 22653 members 
Entering Unmasked Estep 
Score: -7977762.000000 Penalty: 5290.739746
	Iteration 16Q: 3 clusters Score -7977762 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 23028 members 
Entering Unmasked Estep 
Score: -7977881.500000 Penalty: 5290.739746
	Iteration 17Q: 3 clusters Score -7977882 nChanged 519
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19499 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -7978029.500000 Penalty: 5290.739746
	Iteration 18Q: 3 clusters Score -7978030 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19083 members 
Mstep: Class 2 contains 23825 members 
Entering Unmasked Estep 
Score: -7978180.000000 Penalty: 5290.739746
	Iteration 19Q: 3 clusters Score -7978180 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18675 members 
Mstep: Class 2 contains 24233 members 
Entering Unmasked Estep 
Score: -7978301.500000 Penalty: 5290.739746
	Iteration 20F: 3 clusters Score -7978302 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18280 members 
Mstep: Class 2 contains 24628 members 
Entering Unmasked Estep 
Score: -7978482.000000 Penalty: 5290.739746
	Iteration 21Q: 3 clusters Score -7978482 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17887 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -7978579.500000 Penalty: 5290.739746
	Iteration 22Q: 3 clusters Score -7978580 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -7978716.500000 Penalty: 5290.739746
	Iteration 23Q: 3 clusters Score -7978716 nChanged 530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17016 members 
Mstep: Class 2 contains 25892 members 
Entering Unmasked Estep 
Score: -7978808.000000 Penalty: 5290.739746
	Iteration 24Q: 3 clusters Score -7978808 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16521 members 
Mstep: Class 2 contains 26387 members 
Entering Unmasked Estep 
Score: -7978923.500000 Penalty: 5290.739746
	Iteration 25Q: 3 clusters Score -7978924 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 26859 members 
Entering Unmasked Estep 
Score: -7978992.500000 Penalty: 5290.739746
	Iteration 26Q: 3 clusters Score -7978992 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15534 members 
Mstep: Class 2 contains 27374 members 
Entering Unmasked Estep 
Score: -7979107.000000 Penalty: 5290.739746
	Iteration 27Q: 3 clusters Score -7979107 nChanged 607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 27981 members 
Entering Unmasked Estep 
Score: -7979254.000000 Penalty: 5290.739746
	Iteration 28Q: 3 clusters Score -7979254 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14253 members 
Mstep: Class 2 contains 28655 members 
Entering Unmasked Estep 
Score: -7979354.000000 Penalty: 5290.739746
	Iteration 29Q: 3 clusters Score -7979354 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13496 members 
Mstep: Class 2 contains 29412 members 
Entering Unmasked Estep 
Score: -7979493.500000 Penalty: 5290.739746
	Iteration 30Q: 3 clusters Score -7979494 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12730 members 
Mstep: Class 2 contains 30178 members 
Entering Unmasked Estep 
Score: -7979626.500000 Penalty: 5290.739746
	Iteration 31Q: 3 clusters Score -7979626 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11882 members 
Mstep: Class 2 contains 31026 members 
Entering Unmasked Estep 
Score: -7979793.500000 Penalty: 5290.739746
	Iteration 32Q: 3 clusters Score -7979794 nChanged 884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10998 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -7979965.000000 Penalty: 5290.739746
	Iteration 33Q: 3 clusters Score -7979965 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10123 members 
Mstep: Class 2 contains 32785 members 
Entering Unmasked Estep 
Score: -7980128.500000 Penalty: 5290.739746
	Iteration 34Q: 3 clusters Score -7980128 nChanged 879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9244 members 
Mstep: Class 2 contains 33664 members 
Entering Unmasked Estep 
Score: -7980245.500000 Penalty: 5290.739746
	Iteration 35Q: 3 clusters Score -7980246 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8336 members 
Mstep: Class 2 contains 34572 members 
Entering Unmasked Estep 
Score: -7980455.500000 Penalty: 5290.739746
	Iteration 36Q: 3 clusters Score -7980456 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7455 members 
Mstep: Class 2 contains 35453 members 
Entering Unmasked Estep 
Score: -7980686.500000 Penalty: 5290.739746
	Iteration 37Q: 3 clusters Score -7980686 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 36310 members 
Entering Unmasked Estep 
Score: -7980902.000000 Penalty: 5290.739746
	Iteration 38Q: 3 clusters Score -7980902 nChanged 736
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5862 members 
Mstep: Class 2 contains 37046 members 
Entering Unmasked Estep 
Score: -7981066.500000 Penalty: 5290.739746
	Iteration 39Q: 3 clusters Score -7981066 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5229 members 
Mstep: Class 2 contains 37679 members 
Entering Unmasked Estep 
Score: -7981291.500000 Penalty: 5290.739746
	Iteration 40F: 3 clusters Score -7981292 nChanged 737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4492 members 
Mstep: Class 2 contains 38416 members 
Entering Unmasked Estep 
Score: -7981477.000000 Penalty: 5290.739746
	Iteration 41Q: 3 clusters Score -7981477 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3833 members 
Mstep: Class 2 contains 39075 members 
Entering Unmasked Estep 
Score: -7981624.000000 Penalty: 5290.739746
	Iteration 42Q: 3 clusters Score -7981624 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3241 members 
Mstep: Class 2 contains 39667 members 
Entering Unmasked Estep 
Score: -7981759.000000 Penalty: 5290.739746
	Iteration 43Q: 3 clusters Score -7981759 nChanged 492
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2749 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
Score: -7981869.500000 Penalty: 5290.739746
	Iteration 44Q: 3 clusters Score -7981870 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2356 members 
Mstep: Class 2 contains 40552 members 
Entering Unmasked Estep 
Score: -7981958.500000 Penalty: 5290.739746
	Iteration 45Q: 3 clusters Score -7981958 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2015 members 
Mstep: Class 2 contains 40893 members 
Entering Unmasked Estep 
Score: -7982085.500000 Penalty: 5290.739746
	Iteration 46Q: 3 clusters Score -7982086 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1728 members 
Mstep: Class 2 contains 41180 members 
Entering Unmasked Estep 
Score: -7982212.000000 Penalty: 5290.739746
	Iteration 47Q: 3 clusters Score -7982212 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 41408 members 
Entering Unmasked Estep 
Score: -7982269.500000 Penalty: 5290.739746
	Iteration 48Q: 3 clusters Score -7982270 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1313 members 
Mstep: Class 2 contains 41595 members 
Entering Unmasked Estep 
Score: -7982313.000000 Penalty: 5290.739746
	Iteration 49Q: 3 clusters Score -7982313 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 41744 members 
Entering Unmasked Estep 
Score: -7982353.500000 Penalty: 5290.739746
	Iteration 50Q: 3 clusters Score -7982354 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1050 members 
Mstep: Class 2 contains 41858 members 
Entering Unmasked Estep 
Score: -7982372.000000 Penalty: 5290.739746
	Iteration 51Q: 3 clusters Score -7982372 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 981 members 
Mstep: Class 2 contains 41927 members 
Entering Unmasked Estep 
Score: -7982392.000000 Penalty: 5290.739746
	Iteration 52Q: 3 clusters Score -7982392 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 921 members 
Mstep: Class 2 contains 41987 members 
Entering Unmasked Estep 
Score: -7982414.000000 Penalty: 5290.739746
	Iteration 53Q: 3 clusters Score -7982414 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 42040 members 
Entering Unmasked Estep 
Score: -7982422.500000 Penalty: 5290.739746
	Iteration 54Q: 3 clusters Score -7982422 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 42078 members 
Entering Unmasked Estep 
Score: -7982428.000000 Penalty: 5290.739746
	Iteration 55Q: 3 clusters Score -7982428 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 42113 members 
Entering Unmasked Estep 
Score: -7982440.000000 Penalty: 5290.739746
	Iteration 56Q: 3 clusters Score -7982440 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 42149 members 
Entering Unmasked Estep 
Score: -7982443.000000 Penalty: 5290.739746
	Iteration 57Q: 3 clusters Score -7982443 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 42175 members 
Entering Unmasked Estep 
Score: -7982443.500000 Penalty: 5290.739746
	Iteration 58Q: 3 clusters Score -7982444 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 42199 members 
Entering Unmasked Estep 
Score: -7982444.000000 Penalty: 5290.739746
	Iteration 59Q: 3 clusters Score -7982444 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 42222 members 
Entering Unmasked Estep 
Score: -7982449.500000 Penalty: 5290.739746
	Iteration 60F: 3 clusters Score -7982450 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 42247 members 
Entering Unmasked Estep 
Score: -7982465.000000 Penalty: 5290.739746
	Iteration 61Q: 3 clusters Score -7982465 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 644 members 
Mstep: Class 2 contains 42264 members 
Entering Unmasked Estep 
Score: -7982477.500000 Penalty: 5290.739746
	Iteration 62Q: 3 clusters Score -7982478 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 42284 members 
Entering Unmasked Estep 
Score: -7982485.500000 Penalty: 5290.739746
	Iteration 63Q: 3 clusters Score -7982486 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 42293 members 
Entering Unmasked Estep 
Score: -7982490.000000 Penalty: 5290.739746
	Iteration 64Q: 3 clusters Score -7982490 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 42310 members 
Entering Unmasked Estep 
Score: -7982493.000000 Penalty: 5290.739746
	Iteration 65Q: 3 clusters Score -7982493 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 42324 members 
Entering Unmasked Estep 
Score: -7982513.500000 Penalty: 5290.739746
	Iteration 66Q: 3 clusters Score -7982514 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 42336 members 
Entering Unmasked Estep 
Score: -7982520.000000 Penalty: 5290.739746
	Iteration 67Q: 3 clusters Score -7982520 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 42338 members 
Entering Unmasked Estep 
Score: -7982516.000000 Penalty: 5290.739746
	Iteration 68Q: 3 clusters Score -7982516 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 42342 members 
Entering Unmasked Estep 
Score: -7982516.500000 Penalty: 5290.739746
	Iteration 69Q: 3 clusters Score -7982516 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 42345 members 
Entering Unmasked Estep 
Score: -7982521.000000 Penalty: 5290.739746
	Iteration 70Q: 3 clusters Score -7982521 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 42349 members 
Entering Unmasked Estep 
Score: -7982523.500000 Penalty: 5290.739746
	Iteration 71Q: 3 clusters Score -7982524 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 556 members 
Mstep: Class 2 contains 42352 members 
Entering Unmasked Estep 
Score: -7982525.000000 Penalty: 5290.739746
	Iteration 72Q: 3 clusters Score -7982525 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 42358 members 
Entering Unmasked Estep 
Score: -7982525.500000 Penalty: 5290.739746
	Iteration 73Q: 3 clusters Score -7982526 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 42361 members 
Entering Unmasked Estep 
Score: -7982519.000000 Penalty: 5290.739746
	Iteration 74Q: 3 clusters Score -7982519 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -7982518.500000 Penalty: 5290.739746
	Iteration 75Q: 3 clusters Score -7982518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 42362 members 
Entering Unmasked Estep 
Score: -7982518.500000 Penalty: 5290.739746
	Iteration 76F: 3 clusters Score -7982518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (28477 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28477 members 
Entering Unmasked Estep 
Score: -5445693.500000 Penalty: 2543.699219
	Iteration 0F: 2 clusters Score -5445694 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 14170 members 
Entering Unmasked Estep 
Score: -5426347.000000 Penalty: 5087.398438
	Iteration 0F: 3 clusters Score -5426347 nChanged 12786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14285 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -5433654.000000 Penalty: 5087.398438
	Iteration 1F: 3 clusters Score -5433654 nChanged 1675
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14094 members 
Mstep: Class 2 contains 14383 members 
Entering Unmasked Estep 
Score: -5434635.500000 Penalty: 5087.398438
	Iteration 2F: 3 clusters Score -5434636 nChanged 1746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13706 members 
Mstep: Class 2 contains 14771 members 
Entering Unmasked Estep 
Score: -5435763.000000 Penalty: 5087.398438
	Iteration 3F: 3 clusters Score -5435763 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13074 members 
Mstep: Class 2 contains 15403 members 
Entering Unmasked Estep 
Score: -5437133.000000 Penalty: 5087.398438
	Iteration 4F: 3 clusters Score -5437133 nChanged 2084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 16245 members 
Entering Unmasked Estep 
Score: -5438979.500000 Penalty: 5087.398438
	Iteration 5F: 3 clusters Score -5438980 nChanged 2178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11292 members 
Mstep: Class 2 contains 17185 members 
Entering Unmasked Estep 
Score: -5441227.000000 Penalty: 5087.398438
	Iteration 6F: 3 clusters Score -5441227 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10612 members 
Mstep: Class 2 contains 17865 members 
Entering Unmasked Estep 
Score: -5442809.000000 Penalty: 5087.398438
	Iteration 7F: 3 clusters Score -5442809 nChanged 1073
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10329 members 
Mstep: Class 2 contains 18148 members 
Entering Unmasked Estep 
Score: -5443310.500000 Penalty: 5087.398438
	Iteration 8Q: 3 clusters Score -5443310 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10167 members 
Mstep: Class 2 contains 18310 members 
Entering Unmasked Estep 
Score: -5443460.500000 Penalty: 5087.398438
	Iteration 9Q: 3 clusters Score -5443460 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10061 members 
Mstep: Class 2 contains 18416 members 
Entering Unmasked Estep 
Score: -5443542.500000 Penalty: 5087.398438
	Iteration 10Q: 3 clusters Score -5443542 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9958 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -5443572.000000 Penalty: 5087.398438
	Iteration 11Q: 3 clusters Score -5443572 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9883 members 
Mstep: Class 2 contains 18594 members 
Entering Unmasked Estep 
Score: -5443600.000000 Penalty: 5087.398438
	Iteration 12Q: 3 clusters Score -5443600 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9805 members 
Mstep: Class 2 contains 18672 members 
Entering Unmasked Estep 
Score: -5443629.000000 Penalty: 5087.398438
	Iteration 13Q: 3 clusters Score -5443629 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9733 members 
Mstep: Class 2 contains 18744 members 
Entering Unmasked Estep 
Score: -5443643.000000 Penalty: 5087.398438
	Iteration 14Q: 3 clusters Score -5443643 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9675 members 
Mstep: Class 2 contains 18802 members 
Entering Unmasked Estep 
Score: -5443655.000000 Penalty: 5087.398438
	Iteration 15Q: 3 clusters Score -5443655 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9619 members 
Mstep: Class 2 contains 18858 members 
Entering Unmasked Estep 
Score: -5443659.500000 Penalty: 5087.398438
	Iteration 16Q: 3 clusters Score -5443660 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9579 members 
Mstep: Class 2 contains 18898 members 
Entering Unmasked Estep 
Score: -5443650.500000 Penalty: 5087.398438
	Iteration 17Q: 3 clusters Score -5443650 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 18935 members 
Entering Unmasked Estep 
Score: -5443669.000000 Penalty: 5087.398438
	Iteration 18Q: 3 clusters Score -5443669 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9505 members 
Mstep: Class 2 contains 18972 members 
Entering Unmasked Estep 
Score: -5443663.500000 Penalty: 5087.398438
	Iteration 19Q: 3 clusters Score -5443664 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9476 members 
Mstep: Class 2 contains 19001 members 
Entering Unmasked Estep 
Score: -5443681.500000 Penalty: 5087.398438
	Iteration 20F: 3 clusters Score -5443682 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9451 members 
Mstep: Class 2 contains 19026 members 
Entering Unmasked Estep 
Score: -5443683.500000 Penalty: 5087.398438
	Iteration 21Q: 3 clusters Score -5443684 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9435 members 
Mstep: Class 2 contains 19042 members 
Entering Unmasked Estep 
Score: -5443674.000000 Penalty: 5087.398438
	Iteration 22Q: 3 clusters Score -5443674 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9422 members 
Mstep: Class 2 contains 19055 members 
Entering Unmasked Estep 
Score: -5443674.500000 Penalty: 5087.398438
	Iteration 23Q: 3 clusters Score -5443674 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9414 members 
Mstep: Class 2 contains 19063 members 
Entering Unmasked Estep 
Score: -5443675.000000 Penalty: 5087.398438
	Iteration 24Q: 3 clusters Score -5443675 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9406 members 
Mstep: Class 2 contains 19071 members 
Entering Unmasked Estep 
Score: -5443667.000000 Penalty: 5087.398438
	Iteration 25Q: 3 clusters Score -5443667 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9401 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -5443671.500000 Penalty: 5087.398438
	Iteration 26Q: 3 clusters Score -5443672 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9386 members 
Mstep: Class 2 contains 19091 members 
Entering Unmasked Estep 
Score: -5443677.500000 Penalty: 5087.398438
	Iteration 27Q: 3 clusters Score -5443678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9383 members 
Mstep: Class 2 contains 19094 members 
Entering Unmasked Estep 
Score: -5443683.000000 Penalty: 5087.398438
	Iteration 28Q: 3 clusters Score -5443683 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9375 members 
Mstep: Class 2 contains 19102 members 
Entering Unmasked Estep 
Score: -5443683.500000 Penalty: 5087.398438
	Iteration 29Q: 3 clusters Score -5443684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9373 members 
Mstep: Class 2 contains 19104 members 
Entering Unmasked Estep 
Score: -5443680.000000 Penalty: 5087.398438
	Iteration 30Q: 3 clusters Score -5443680 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9372 members 
Mstep: Class 2 contains 19105 members 
Entering Unmasked Estep 
Score: -5443683.500000 Penalty: 5087.398438
	Iteration 31Q: 3 clusters Score -5443684 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9370 members 
Mstep: Class 2 contains 19107 members 
Entering Unmasked Estep 
Score: -5443681.000000 Penalty: 5087.398438
	Iteration 32Q: 3 clusters Score -5443681 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9366 members 
Mstep: Class 2 contains 19111 members 
Entering Unmasked Estep 
Score: -5443680.000000 Penalty: 5087.398438
	Iteration 33Q: 3 clusters Score -5443680 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5443688.000000 Penalty: 5087.398438
	Iteration 34Q: 3 clusters Score -5443688 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9362 members 
Mstep: Class 2 contains 19115 members 
Entering Unmasked Estep 
Score: -5443688.000000 Penalty: 5087.398438
	Iteration 35F: 3 clusters Score -5443688 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (3001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3001 members 
Entering Unmasked Estep 
Score: -583363.062500 Penalty: 1985.661743
	Iteration 0F: 2 clusters Score -583363.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 1482 members 
Entering Unmasked Estep 
Score: -580024.187500 Penalty: 3971.323486
	Iteration 0F: 3 clusters Score -580024.2 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1588 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -580682.937500 Penalty: 3971.323486
	Iteration 1F: 3 clusters Score -580682.9 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1634 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -580849.875000 Penalty: 3971.323486
	Iteration 2F: 3 clusters Score -580849.9 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1663 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -580933.250000 Penalty: 3971.323486
	Iteration 3Q: 3 clusters Score -580933.2 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1678 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -580976.000000 Penalty: 3971.323486
	Iteration 4Q: 3 clusters Score -580976 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1697 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -581000.312500 Penalty: 3971.323486
	Iteration 5Q: 3 clusters Score -581000.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -581036.500000 Penalty: 3971.323486
	Iteration 6Q: 3 clusters Score -581036.5 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1739 members 
Mstep: Class 2 contains 1262 members 
Entering Unmasked Estep 
Score: -581065.750000 Penalty: 3971.323486
	Iteration 7Q: 3 clusters Score -581065.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1757 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -581091.875000 Penalty: 3971.323486
	Iteration 8Q: 3 clusters Score -581091.9 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1777 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -581116.625000 Penalty: 3971.323486
	Iteration 9Q: 3 clusters Score -581116.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1797 members 
Mstep: Class 2 contains 1204 members 
Entering Unmasked Estep 
Score: -581137.750000 Penalty: 3971.323486
	Iteration 10Q: 3 clusters Score -581137.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -581152.500000 Penalty: 3971.323486
	Iteration 11Q: 3 clusters Score -581152.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1826 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -581170.500000 Penalty: 3971.323486
	Iteration 12Q: 3 clusters Score -581170.5 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1840 members 
Mstep: Class 2 contains 1161 members 
Entering Unmasked Estep 
Score: -581185.687500 Penalty: 3971.323486
	Iteration 13Q: 3 clusters Score -581185.7 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1846 members 
Mstep: Class 2 contains 1155 members 
Entering Unmasked Estep 
Score: -581196.187500 Penalty: 3971.323486
	Iteration 14Q: 3 clusters Score -581196.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1858 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -581206.750000 Penalty: 3971.323486
	Iteration 15Q: 3 clusters Score -581206.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1874 members 
Mstep: Class 2 contains 1127 members 
Entering Unmasked Estep 
Score: -581214.375000 Penalty: 3971.323486
	Iteration 16Q: 3 clusters Score -581214.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1885 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -581219.125000 Penalty: 3971.323486
	Iteration 17Q: 3 clusters Score -581219.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1891 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -581221.750000 Penalty: 3971.323486
	Iteration 18Q: 3 clusters Score -581221.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1895 members 
Mstep: Class 2 contains 1106 members 
Entering Unmasked Estep 
Score: -581224.687500 Penalty: 3971.323486
	Iteration 19Q: 3 clusters Score -581224.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1900 members 
Mstep: Class 2 contains 1101 members 
Entering Unmasked Estep 
Score: -581227.375000 Penalty: 3971.323486
	Iteration 20F: 3 clusters Score -581227.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1904 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -581230.500000 Penalty: 3971.323486
	Iteration 21Q: 3 clusters Score -581230.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1911 members 
Mstep: Class 2 contains 1090 members 
Entering Unmasked Estep 
Score: -581233.562500 Penalty: 3971.323486
	Iteration 22Q: 3 clusters Score -581233.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1912 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -581235.000000 Penalty: 3971.323486
	Iteration 23Q: 3 clusters Score -581235 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1915 members 
Mstep: Class 2 contains 1086 members 
Entering Unmasked Estep 
Score: -581237.000000 Penalty: 3971.323486
	Iteration 24Q: 3 clusters Score -581237 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1917 members 
Mstep: Class 2 contains 1084 members 
Entering Unmasked Estep 
Score: -581238.875000 Penalty: 3971.323486
	Iteration 25Q: 3 clusters Score -581238.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1919 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -581240.625000 Penalty: 3971.323486
	Iteration 26Q: 3 clusters Score -581240.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1923 members 
Mstep: Class 2 contains 1078 members 
Entering Unmasked Estep 
Score: -581243.375000 Penalty: 3971.323486
	Iteration 27Q: 3 clusters Score -581243.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1930 members 
Mstep: Class 2 contains 1071 members 
Entering Unmasked Estep 
Score: -581247.187500 Penalty: 3971.323486
	Iteration 28Q: 3 clusters Score -581247.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 1067 members 
Entering Unmasked Estep 
Score: -581249.937500 Penalty: 3971.323486
	Iteration 29Q: 3 clusters Score -581249.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1937 members 
Mstep: Class 2 contains 1064 members 
Entering Unmasked Estep 
Score: -581253.125000 Penalty: 3971.323486
	Iteration 30Q: 3 clusters Score -581253.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1939 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -581256.125000 Penalty: 3971.323486
	Iteration 31Q: 3 clusters Score -581256.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1945 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -581258.187500 Penalty: 3971.323486
	Iteration 32Q: 3 clusters Score -581258.2 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 1049 members 
Entering Unmasked Estep 
Score: -581262.875000 Penalty: 3971.323486
	Iteration 33Q: 3 clusters Score -581262.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 1042 members 
Entering Unmasked Estep 
Score: -581267.125000 Penalty: 3971.323486
	Iteration 34Q: 3 clusters Score -581267.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -581268.437500 Penalty: 3971.323486
	Iteration 35Q: 3 clusters Score -581268.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1967 members 
Mstep: Class 2 contains 1034 members 
Entering Unmasked Estep 
Score: -581272.125000 Penalty: 3971.323486
	Iteration 36Q: 3 clusters Score -581272.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1969 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -581274.062500 Penalty: 3971.323486
	Iteration 37Q: 3 clusters Score -581274.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1972 members 
Mstep: Class 2 contains 1029 members 
Entering Unmasked Estep 
Score: -581277.312500 Penalty: 3971.323486
	Iteration 38Q: 3 clusters Score -581277.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1975 members 
Mstep: Class 2 contains 1026 members 
Entering Unmasked Estep 
Score: -581278.250000 Penalty: 3971.323486
	Iteration 39Q: 3 clusters Score -581278.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1977 members 
Mstep: Class 2 contains 1024 members 
Entering Unmasked Estep 
Score: -581281.687500 Penalty: 3971.323486
	Iteration 40F: 3 clusters Score -581281.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1982 members 
Mstep: Class 2 contains 1019 members 
Entering Unmasked Estep 
Score: -581284.250000 Penalty: 3971.323486
	Iteration 41Q: 3 clusters Score -581284.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1984 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -581286.125000 Penalty: 3971.323486
	Iteration 42Q: 3 clusters Score -581286.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -581288.562500 Penalty: 3971.323486
	Iteration 43Q: 3 clusters Score -581288.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1993 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -581291.812500 Penalty: 3971.323486
	Iteration 44Q: 3 clusters Score -581291.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1996 members 
Mstep: Class 2 contains 1005 members 
Entering Unmasked Estep 
Score: -581293.687500 Penalty: 3971.323486
	Iteration 45Q: 3 clusters Score -581293.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2000 members 
Mstep: Class 2 contains 1001 members 
Entering Unmasked Estep 
Score: -581296.562500 Penalty: 3971.323486
	Iteration 46Q: 3 clusters Score -581296.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2005 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -581299.187500 Penalty: 3971.323486
	Iteration 47Q: 3 clusters Score -581299.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2013 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -581303.875000 Penalty: 3971.323486
	Iteration 48Q: 3 clusters Score -581303.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2019 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -581306.875000 Penalty: 3971.323486
	Iteration 49Q: 3 clusters Score -581306.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2022 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -581307.687500 Penalty: 3971.323486
	Iteration 50Q: 3 clusters Score -581307.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2024 members 
Mstep: Class 2 contains 977 members 
Entering Unmasked Estep 
Score: -581308.687500 Penalty: 3971.323486
	Iteration 51Q: 3 clusters Score -581308.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -581308.500000 Penalty: 3971.323486
	Iteration 52Q: 3 clusters Score -581308.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2025 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -581308.500000 Penalty: 3971.323486
	Iteration 53F: 3 clusters Score -581308.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6856 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6856 members 
Entering Unmasked Estep 
Score: -1250005.125000 Penalty: 2190.553955
	Iteration 0F: 2 clusters Score -1250005 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 3492 members 
Entering Unmasked Estep 
Score: -1244265.875000 Penalty: 4381.107910
	Iteration 0F: 3 clusters Score -1244266 nChanged 2728
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 3648 members 
Entering Unmasked Estep 
Score: -1245906.375000 Penalty: 4381.107910
	Iteration 1F: 3 clusters Score -1245906 nChanged 527
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3197 members 
Mstep: Class 2 contains 3659 members 
Entering Unmasked Estep 
Score: -1246361.250000 Penalty: 4381.107910
	Iteration 2F: 3 clusters Score -1246361 nChanged 479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 3580 members 
Entering Unmasked Estep 
Score: -1246817.000000 Penalty: 4381.107910
	Iteration 3F: 3 clusters Score -1246817 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 3414 members 
Entering Unmasked Estep 
Score: -1247235.000000 Penalty: 4381.107910
	Iteration 4F: 3 clusters Score -1247235 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 3247 members 
Entering Unmasked Estep 
Score: -1247603.375000 Penalty: 4381.107910
	Iteration 5F: 3 clusters Score -1247603 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3795 members 
Mstep: Class 2 contains 3061 members 
Entering Unmasked Estep 
Score: -1247941.250000 Penalty: 4381.107910
	Iteration 6F: 3 clusters Score -1247941 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3954 members 
Mstep: Class 2 contains 2902 members 
Entering Unmasked Estep 
Score: -1248186.500000 Penalty: 4381.107910
	Iteration 7F: 3 clusters Score -1248186 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4072 members 
Mstep: Class 2 contains 2784 members 
Entering Unmasked Estep 
Score: -1248325.500000 Penalty: 4381.107910
	Iteration 8Q: 3 clusters Score -1248326 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4179 members 
Mstep: Class 2 contains 2677 members 
Entering Unmasked Estep 
Score: -1248424.375000 Penalty: 4381.107910
	Iteration 9Q: 3 clusters Score -1248424 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4263 members 
Mstep: Class 2 contains 2593 members 
Entering Unmasked Estep 
Score: -1248481.875000 Penalty: 4381.107910
	Iteration 10Q: 3 clusters Score -1248482 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4328 members 
Mstep: Class 2 contains 2528 members 
Entering Unmasked Estep 
Score: -1248511.500000 Penalty: 4381.107910
	Iteration 11Q: 3 clusters Score -1248512 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4383 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -1248536.000000 Penalty: 4381.107910
	Iteration 12Q: 3 clusters Score -1248536 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4430 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -1248548.500000 Penalty: 4381.107910
	Iteration 13Q: 3 clusters Score -1248548 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4465 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -1248561.125000 Penalty: 4381.107910
	Iteration 14Q: 3 clusters Score -1248561 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4494 members 
Mstep: Class 2 contains 2362 members 
Entering Unmasked Estep 
Score: -1248571.000000 Penalty: 4381.107910
	Iteration 15Q: 3 clusters Score -1248571 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4530 members 
Mstep: Class 2 contains 2326 members 
Entering Unmasked Estep 
Score: -1248579.500000 Penalty: 4381.107910
	Iteration 16Q: 3 clusters Score -1248580 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4552 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -1248588.750000 Penalty: 4381.107910
	Iteration 17Q: 3 clusters Score -1248589 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4574 members 
Mstep: Class 2 contains 2282 members 
Entering Unmasked Estep 
Score: -1248594.250000 Penalty: 4381.107910
	Iteration 18Q: 3 clusters Score -1248594 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4596 members 
Mstep: Class 2 contains 2260 members 
Entering Unmasked Estep 
Score: -1248602.625000 Penalty: 4381.107910
	Iteration 19Q: 3 clusters Score -1248603 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4624 members 
Mstep: Class 2 contains 2232 members 
Entering Unmasked Estep 
Score: -1248605.875000 Penalty: 4381.107910
	Iteration 20F: 3 clusters Score -1248606 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4644 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -1248615.250000 Penalty: 4381.107910
	Iteration 21Q: 3 clusters Score -1248615 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4658 members 
Mstep: Class 2 contains 2198 members 
Entering Unmasked Estep 
Score: -1248613.625000 Penalty: 4381.107910
	Iteration 22Q: 3 clusters Score -1248614 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -1248618.750000 Penalty: 4381.107910
	Iteration 23Q: 3 clusters Score -1248619 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4689 members 
Mstep: Class 2 contains 2167 members 
Entering Unmasked Estep 
Score: -1248621.750000 Penalty: 4381.107910
	Iteration 24Q: 3 clusters Score -1248622 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4709 members 
Mstep: Class 2 contains 2147 members 
Entering Unmasked Estep 
Score: -1248628.625000 Penalty: 4381.107910
	Iteration 25Q: 3 clusters Score -1248629 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -1248634.000000 Penalty: 4381.107910
	Iteration 26Q: 3 clusters Score -1248634 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4741 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -1248639.500000 Penalty: 4381.107910
	Iteration 27Q: 3 clusters Score -1248640 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4755 members 
Mstep: Class 2 contains 2101 members 
Entering Unmasked Estep 
Score: -1248641.750000 Penalty: 4381.107910
	Iteration 28Q: 3 clusters Score -1248642 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4764 members 
Mstep: Class 2 contains 2092 members 
Entering Unmasked Estep 
Score: -1248644.875000 Penalty: 4381.107910
	Iteration 29Q: 3 clusters Score -1248645 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4776 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -1248645.500000 Penalty: 4381.107910
	Iteration 30Q: 3 clusters Score -1248646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4780 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -1248647.625000 Penalty: 4381.107910
	Iteration 31Q: 3 clusters Score -1248648 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4787 members 
Mstep: Class 2 contains 2069 members 
Entering Unmasked Estep 
Score: -1248650.000000 Penalty: 4381.107910
	Iteration 32Q: 3 clusters Score -1248650 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4792 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -1248653.250000 Penalty: 4381.107910
	Iteration 33Q: 3 clusters Score -1248653 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4797 members 
Mstep: Class 2 contains 2059 members 
Entering Unmasked Estep 
Score: -1248653.000000 Penalty: 4381.107910
	Iteration 34Q: 3 clusters Score -1248653 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1248654.000000 Penalty: 4381.107910
	Iteration 35Q: 3 clusters Score -1248654 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1248654.000000 Penalty: 4381.107910
	Iteration 36F: 3 clusters Score -1248654 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41406 members 
Entering Unmasked Estep 
Score: -7956899.000000 Penalty: 2636.532715
	Iteration 0F: 2 clusters Score -7956899 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 20613 members 
Entering Unmasked Estep 
Score: -7930854.500000 Penalty: 5273.065430
	Iteration 0F: 3 clusters Score -7930854 nChanged 18974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21045 members 
Mstep: Class 2 contains 20361 members 
Entering Unmasked Estep 
Score: -7941158.500000 Penalty: 5273.065430
	Iteration 1F: 3 clusters Score -7941158 nChanged 1684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21179 members 
Mstep: Class 2 contains 20227 members 
Entering Unmasked Estep 
Score: -7941630.500000 Penalty: 5273.065430
	Iteration 2Q: 3 clusters Score -7941630 nChanged 1531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21352 members 
Mstep: Class 2 contains 20054 members 
Entering Unmasked Estep 
Score: -7941991.500000 Penalty: 5273.065430
	Iteration 3Q: 3 clusters Score -7941992 nChanged 1344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21594 members 
Mstep: Class 2 contains 19812 members 
Entering Unmasked Estep 
Score: -7942308.500000 Penalty: 5273.065430
	Iteration 4Q: 3 clusters Score -7942308 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21915 members 
Mstep: Class 2 contains 19491 members 
Entering Unmasked Estep 
Score: -7942619.000000 Penalty: 5273.065430
	Iteration 5Q: 3 clusters Score -7942619 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22371 members 
Mstep: Class 2 contains 19035 members 
Entering Unmasked Estep 
Score: -7942875.500000 Penalty: 5273.065430
	Iteration 6Q: 3 clusters Score -7942876 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22950 members 
Mstep: Class 2 contains 18456 members 
Entering Unmasked Estep 
Score: -7943137.000000 Penalty: 5273.065430
	Iteration 7Q: 3 clusters Score -7943137 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23725 members 
Mstep: Class 2 contains 17681 members 
Entering Unmasked Estep 
Score: -7943488.500000 Penalty: 5273.065430
	Iteration 8Q: 3 clusters Score -7943488 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24769 members 
Mstep: Class 2 contains 16637 members 
Entering Unmasked Estep 
Score: -7943949.500000 Penalty: 5273.065430
	Iteration 9Q: 3 clusters Score -7943950 nChanged 1562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26071 members 
Mstep: Class 2 contains 15335 members 
Entering Unmasked Estep 
Score: -7944638.000000 Penalty: 5273.065430
	Iteration 10Q: 3 clusters Score -7944638 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27683 members 
Mstep: Class 2 contains 13723 members 
Entering Unmasked Estep 
Score: -7945577.000000 Penalty: 5273.065430
	Iteration 11Q: 3 clusters Score -7945577 nChanged 2034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29483 members 
Mstep: Class 2 contains 11923 members 
Entering Unmasked Estep 
Score: -7946869.500000 Penalty: 5273.065430
	Iteration 12Q: 3 clusters Score -7946870 nChanged 2064
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31299 members 
Mstep: Class 2 contains 10107 members 
Entering Unmasked Estep 
Score: -7948279.000000 Penalty: 5273.065430
	Iteration 13Q: 3 clusters Score -7948279 nChanged 1879
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32924 members 
Mstep: Class 2 contains 8482 members 
Entering Unmasked Estep 
Score: -7949608.000000 Penalty: 5273.065430
	Iteration 14Q: 3 clusters Score -7949608 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34295 members 
Mstep: Class 2 contains 7111 members 
Entering Unmasked Estep 
Score: -7950577.000000 Penalty: 5273.065430
	Iteration 15Q: 3 clusters Score -7950577 nChanged 1296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35341 members 
Mstep: Class 2 contains 6065 members 
Entering Unmasked Estep 
Score: -7951347.500000 Penalty: 5273.065430
	Iteration 16Q: 3 clusters Score -7951348 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36195 members 
Mstep: Class 2 contains 5211 members 
Entering Unmasked Estep 
Score: -7951906.000000 Penalty: 5273.065430
	Iteration 17Q: 3 clusters Score -7951906 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36888 members 
Mstep: Class 2 contains 4518 members 
Entering Unmasked Estep 
Score: -7952391.000000 Penalty: 5273.065430
	Iteration 18Q: 3 clusters Score -7952391 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -7952763.000000 Penalty: 5273.065430
	Iteration 19Q: 3 clusters Score -7952763 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38012 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -7953096.500000 Penalty: 5273.065430
	Iteration 20F: 3 clusters Score -7953096 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38473 members 
Mstep: Class 2 contains 2933 members 
Entering Unmasked Estep 
Score: -7953403.000000 Penalty: 5273.065430
	Iteration 21Q: 3 clusters Score -7953403 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38841 members 
Mstep: Class 2 contains 2565 members 
Entering Unmasked Estep 
Score: -7953604.500000 Penalty: 5273.065430
	Iteration 22Q: 3 clusters Score -7953604 nChanged 334
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39157 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -7953766.500000 Penalty: 5273.065430
	Iteration 23Q: 3 clusters Score -7953766 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39417 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -7953930.500000 Penalty: 5273.065430
	Iteration 24Q: 3 clusters Score -7953930 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39653 members 
Mstep: Class 2 contains 1753 members 
Entering Unmasked Estep 
Score: -7954076.000000 Penalty: 5273.065430
	Iteration 25Q: 3 clusters Score -7954076 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39837 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -7954207.000000 Penalty: 5273.065430
	Iteration 26Q: 3 clusters Score -7954207 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39983 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -7954313.000000 Penalty: 5273.065430
	Iteration 27Q: 3 clusters Score -7954313 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40107 members 
Mstep: Class 2 contains 1299 members 
Entering Unmasked Estep 
Score: -7954407.500000 Penalty: 5273.065430
	Iteration 28Q: 3 clusters Score -7954408 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40201 members 
Mstep: Class 2 contains 1205 members 
Entering Unmasked Estep 
Score: -7954474.000000 Penalty: 5273.065430
	Iteration 29Q: 3 clusters Score -7954474 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40274 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7954496.000000 Penalty: 5273.065430
	Iteration 30Q: 3 clusters Score -7954496 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40331 members 
Mstep: Class 2 contains 1075 members 
Entering Unmasked Estep 
Score: -7954536.500000 Penalty: 5273.065430
	Iteration 31Q: 3 clusters Score -7954536 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40381 members 
Mstep: Class 2 contains 1025 members 
Entering Unmasked Estep 
Score: -7954536.500000 Penalty: 5273.065430
	Iteration 32Q: 3 clusters Score -7954536 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40418 members 
Mstep: Class 2 contains 988 members 
Entering Unmasked Estep 
Score: -7954550.000000 Penalty: 5273.065430
	Iteration 33Q: 3 clusters Score -7954550 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40446 members 
Mstep: Class 2 contains 960 members 
Entering Unmasked Estep 
Score: -7954567.000000 Penalty: 5273.065430
	Iteration 34Q: 3 clusters Score -7954567 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40473 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -7954598.000000 Penalty: 5273.065430
	Iteration 35Q: 3 clusters Score -7954598 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40507 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -7954615.000000 Penalty: 5273.065430
	Iteration 36Q: 3 clusters Score -7954615 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -7954632.500000 Penalty: 5273.065430
	Iteration 37Q: 3 clusters Score -7954632 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40550 members 
Mstep: Class 2 contains 856 members 
Entering Unmasked Estep 
Score: -7954647.500000 Penalty: 5273.065430
	Iteration 38Q: 3 clusters Score -7954648 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40568 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7954668.000000 Penalty: 5273.065430
	Iteration 39Q: 3 clusters Score -7954668 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40587 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -7954683.500000 Penalty: 5273.065430
	Iteration 40F: 3 clusters Score -7954684 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40604 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7954708.500000 Penalty: 5273.065430
	Iteration 41Q: 3 clusters Score -7954708 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40623 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -7954730.000000 Penalty: 5273.065430
	Iteration 42Q: 3 clusters Score -7954730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40642 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -7954745.500000 Penalty: 5273.065430
	Iteration 43Q: 3 clusters Score -7954746 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40653 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -7954736.000000 Penalty: 5273.065430
	Iteration 44Q: 3 clusters Score -7954736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40660 members 
Mstep: Class 2 contains 746 members 
Entering Unmasked Estep 
Score: -7954745.500000 Penalty: 5273.065430
	Iteration 45Q: 3 clusters Score -7954746 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40672 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -7954752.500000 Penalty: 5273.065430
	Iteration 46Q: 3 clusters Score -7954752 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40682 members 
Mstep: Class 2 contains 724 members 
Entering Unmasked Estep 
Score: -7954755.500000 Penalty: 5273.065430
	Iteration 47Q: 3 clusters Score -7954756 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40687 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -7954764.000000 Penalty: 5273.065430
	Iteration 48Q: 3 clusters Score -7954764 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -7954766.000000 Penalty: 5273.065430
	Iteration 49Q: 3 clusters Score -7954766 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40699 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -7954767.500000 Penalty: 5273.065430
	Iteration 50Q: 3 clusters Score -7954768 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40701 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -7954768.500000 Penalty: 5273.065430
	Iteration 51Q: 3 clusters Score -7954768 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40706 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -7954773.000000 Penalty: 5273.065430
	Iteration 52Q: 3 clusters Score -7954773 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40707 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -7954775.000000 Penalty: 5273.065430
	Iteration 53Q: 3 clusters Score -7954775 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40709 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -7954780.500000 Penalty: 5273.065430
	Iteration 54Q: 3 clusters Score -7954780 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7954779.000000 Penalty: 5273.065430
	Iteration 55Q: 3 clusters Score -7954779 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40708 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -7954779.000000 Penalty: 5273.065430
	Iteration 56F: 3 clusters Score -7954779 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (54995 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54995 members 
Entering Unmasked Estep 
Score: -10035625.000000 Penalty: 2706.919189
	Iteration 0F: 2 clusters Score -1.003562e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27321 members 
Mstep: Class 2 contains 27674 members 
Entering Unmasked Estep 
Score: -9999553.000000 Penalty: 5413.838379
	Iteration 0F: 3 clusters Score -9999553 nChanged 25644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25817 members 
Mstep: Class 2 contains 29178 members 
Entering Unmasked Estep 
Score: -10014073.000000 Penalty: 5413.838379
	Iteration 1F: 3 clusters Score -1.001407e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25016 members 
Mstep: Class 2 contains 29979 members 
Entering Unmasked Estep 
Score: -10014904.000000 Penalty: 5413.838379
	Iteration 2Q: 3 clusters Score -1.00149e+07 nChanged 2291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23939 members 
Mstep: Class 2 contains 31056 members 
Entering Unmasked Estep 
Score: -10015791.000000 Penalty: 5413.838379
	Iteration 3Q: 3 clusters Score -1.001579e+07 nChanged 2456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22515 members 
Mstep: Class 2 contains 32480 members 
Entering Unmasked Estep 
Score: -10016990.000000 Penalty: 5413.838379
	Iteration 4Q: 3 clusters Score -1.001699e+07 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20711 members 
Mstep: Class 2 contains 34284 members 
Entering Unmasked Estep 
Score: -10018420.000000 Penalty: 5413.838379
	Iteration 5Q: 3 clusters Score -1.001842e+07 nChanged 2922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18435 members 
Mstep: Class 2 contains 36560 members 
Entering Unmasked Estep 
Score: -10020215.000000 Penalty: 5413.838379
	Iteration 6F: 3 clusters Score -1.002022e+07 nChanged 3107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15806 members 
Mstep: Class 2 contains 39189 members 
Entering Unmasked Estep 
Score: -10022348.000000 Penalty: 5413.838379
	Iteration 7F: 3 clusters Score -1.002235e+07 nChanged 3157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12967 members 
Mstep: Class 2 contains 42028 members 
Entering Unmasked Estep 
Score: -10024621.000000 Penalty: 5413.838379
	Iteration 8F: 3 clusters Score -1.002462e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10306 members 
Mstep: Class 2 contains 44689 members 
Entering Unmasked Estep 
Score: -10026793.000000 Penalty: 5413.838379
	Iteration 9F: 3 clusters Score -1.002679e+07 nChanged 2440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8046 members 
Mstep: Class 2 contains 46949 members 
Entering Unmasked Estep 
Score: -10028467.000000 Penalty: 5413.838379
	Iteration 10Q: 3 clusters Score -1.002847e+07 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6247 members 
Mstep: Class 2 contains 48748 members 
Entering Unmasked Estep 
Score: -10029787.000000 Penalty: 5413.838379
	Iteration 11Q: 3 clusters Score -1.002979e+07 nChanged 1540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 50190 members 
Entering Unmasked Estep 
Score: -10030720.000000 Penalty: 5413.838379
	Iteration 12Q: 3 clusters Score -1.003072e+07 nChanged 1096
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3747 members 
Mstep: Class 2 contains 51248 members 
Entering Unmasked Estep 
Score: -10031380.000000 Penalty: 5413.838379
	Iteration 13Q: 3 clusters Score -1.003138e+07 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 52080 members 
Entering Unmasked Estep 
Score: -10031788.000000 Penalty: 5413.838379
	Iteration 14Q: 3 clusters Score -1.003179e+07 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2271 members 
Mstep: Class 2 contains 52724 members 
Entering Unmasked Estep 
Score: -10032215.000000 Penalty: 5413.838379
	Iteration 15Q: 3 clusters Score -1.003222e+07 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1824 members 
Mstep: Class 2 contains 53171 members 
Entering Unmasked Estep 
Score: -10032413.000000 Penalty: 5413.838379
	Iteration 16Q: 3 clusters Score -1.003241e+07 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1502 members 
Mstep: Class 2 contains 53493 members 
Entering Unmasked Estep 
Score: -10032611.000000 Penalty: 5413.838379
	Iteration 17Q: 3 clusters Score -1.003261e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 53731 members 
Entering Unmasked Estep 
Score: -10032739.000000 Penalty: 5413.838379
	Iteration 18Q: 3 clusters Score -1.003274e+07 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1082 members 
Mstep: Class 2 contains 53913 members 
Entering Unmasked Estep 
Score: -10032848.000000 Penalty: 5413.838379
	Iteration 19Q: 3 clusters Score -1.003285e+07 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 54036 members 
Entering Unmasked Estep 
Score: -10032933.000000 Penalty: 5413.838379
	Iteration 20F: 3 clusters Score -1.003293e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 54149 members 
Entering Unmasked Estep 
Score: -10032989.000000 Penalty: 5413.838379
	Iteration 21Q: 3 clusters Score -1.003299e+07 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 54231 members 
Entering Unmasked Estep 
Score: -10033068.000000 Penalty: 5413.838379
	Iteration 22Q: 3 clusters Score -1.003307e+07 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 54291 members 
Entering Unmasked Estep 
Score: -10033129.000000 Penalty: 5413.838379
	Iteration 23Q: 3 clusters Score -1.003313e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 54329 members 
Entering Unmasked Estep 
Score: -10033164.000000 Penalty: 5413.838379
	Iteration 24Q: 3 clusters Score -1.003316e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 54361 members 
Entering Unmasked Estep 
Score: -10033163.000000 Penalty: 5413.838379
	Iteration 25Q: 3 clusters Score -1.003316e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 54392 members 
Entering Unmasked Estep 
Score: -10033185.000000 Penalty: 5413.838379
	Iteration 26Q: 3 clusters Score -1.003318e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 54417 members 
Entering Unmasked Estep 
Score: -10033202.000000 Penalty: 5413.838379
	Iteration 27Q: 3 clusters Score -1.00332e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 54427 members 
Entering Unmasked Estep 
Score: -10033218.000000 Penalty: 5413.838379
	Iteration 28Q: 3 clusters Score -1.003322e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 559 members 
Mstep: Class 2 contains 54436 members 
Entering Unmasked Estep 
Score: -10033232.000000 Penalty: 5413.838379
	Iteration 29Q: 3 clusters Score -1.003323e+07 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 54449 members 
Entering Unmasked Estep 
Score: -10033240.000000 Penalty: 5413.838379
	Iteration 30Q: 3 clusters Score -1.003324e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 54458 members 
Entering Unmasked Estep 
Score: -10033246.000000 Penalty: 5413.838379
	Iteration 31Q: 3 clusters Score -1.003325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 54459 members 
Entering Unmasked Estep 
Score: -10033247.000000 Penalty: 5413.838379
	Iteration 32Q: 3 clusters Score -1.003325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 54462 members 
Entering Unmasked Estep 
Score: -10033243.000000 Penalty: 5413.838379
	Iteration 33Q: 3 clusters Score -1.003324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 531 members 
Mstep: Class 2 contains 54464 members 
Entering Unmasked Estep 
Score: -10033248.000000 Penalty: 5413.838379
	Iteration 34Q: 3 clusters Score -1.003325e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 530 members 
Mstep: Class 2 contains 54465 members 
Entering Unmasked Estep 
Score: -10033242.000000 Penalty: 5413.838379
	Iteration 35Q: 3 clusters Score -1.003324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 54467 members 
Entering Unmasked Estep 
Score: -10033241.000000 Penalty: 5413.838379
	Iteration 36Q: 3 clusters Score -1.003324e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -10033236.000000 Penalty: 5413.838379
	Iteration 37Q: 3 clusters Score -1.003324e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -10033246.000000 Penalty: 5413.838379
	Iteration 38Q: 3 clusters Score -1.003325e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -10033255.000000 Penalty: 5413.838379
	Iteration 39Q: 3 clusters Score -1.003326e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 54469 members 
Entering Unmasked Estep 
Score: -10033251.000000 Penalty: 5413.838379
	Iteration 40F: 3 clusters Score -1.003325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 525 members 
Mstep: Class 2 contains 54470 members 
Entering Unmasked Estep 
Score: -10033249.000000 Penalty: 5413.838379
	Iteration 41Q: 3 clusters Score -1.003325e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -10033250.000000 Penalty: 5413.838379
	Iteration 42Q: 3 clusters Score -1.003325e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 54471 members 
Entering Unmasked Estep 
Score: -10033250.000000 Penalty: 5413.838379
	Iteration 43F: 3 clusters Score -1.003325e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (49107 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49107 members 
Entering Unmasked Estep 
Score: -9274696.000000 Penalty: 2678.835693
	Iteration 0F: 2 clusters Score -9274696 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24546 members 
Mstep: Class 2 contains 24561 members 
Entering Unmasked Estep 
Score: -9243720.000000 Penalty: 5357.671387
	Iteration 0F: 3 clusters Score -9243720 nChanged 22624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24582 members 
Mstep: Class 2 contains 24525 members 
Entering Unmasked Estep 
Score: -9255922.000000 Penalty: 5357.671387
	Iteration 1F: 3 clusters Score -9255922 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24459 members 
Mstep: Class 2 contains 24648 members 
Entering Unmasked Estep 
Score: -9256409.000000 Penalty: 5357.671387
	Iteration 2Q: 3 clusters Score -9256409 nChanged 1788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24287 members 
Mstep: Class 2 contains 24820 members 
Entering Unmasked Estep 
Score: -9256835.000000 Penalty: 5357.671387
	Iteration 3Q: 3 clusters Score -9256835 nChanged 1716
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24115 members 
Mstep: Class 2 contains 24992 members 
Entering Unmasked Estep 
Score: -9257241.000000 Penalty: 5357.671387
	Iteration 4Q: 3 clusters Score -9257241 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23895 members 
Mstep: Class 2 contains 25212 members 
Entering Unmasked Estep 
Score: -9257680.000000 Penalty: 5357.671387
	Iteration 5Q: 3 clusters Score -9257680 nChanged 1640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23649 members 
Mstep: Class 2 contains 25458 members 
Entering Unmasked Estep 
Score: -9258202.000000 Penalty: 5357.671387
	Iteration 6Q: 3 clusters Score -9258202 nChanged 1658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -9258722.000000 Penalty: 5357.671387
	Iteration 7Q: 3 clusters Score -9258722 nChanged 1807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22862 members 
Mstep: Class 2 contains 26245 members 
Entering Unmasked Estep 
Score: -9259451.000000 Penalty: 5357.671387
	Iteration 8Q: 3 clusters Score -9259451 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22285 members 
Mstep: Class 2 contains 26822 members 
Entering Unmasked Estep 
Score: -9260399.000000 Penalty: 5357.671387
	Iteration 9Q: 3 clusters Score -9260399 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21662 members 
Mstep: Class 2 contains 27445 members 
Entering Unmasked Estep 
Score: -9261736.000000 Penalty: 5357.671387
	Iteration 10Q: 3 clusters Score -9261736 nChanged 2496
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20964 members 
Mstep: Class 2 contains 28143 members 
Entering Unmasked Estep 
Score: -9263500.000000 Penalty: 5357.671387
	Iteration 11F: 3 clusters Score -9263500 nChanged 2588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20500 members 
Mstep: Class 2 contains 28607 members 
Entering Unmasked Estep 
Score: -9265091.000000 Penalty: 5357.671387
	Iteration 12F: 3 clusters Score -9265091 nChanged 2222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 28897 members 
Entering Unmasked Estep 
Score: -9266230.000000 Penalty: 5357.671387
	Iteration 13Q: 3 clusters Score -9266230 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19969 members 
Mstep: Class 2 contains 29138 members 
Entering Unmasked Estep 
Score: -9266833.000000 Penalty: 5357.671387
	Iteration 14Q: 3 clusters Score -9266833 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19754 members 
Mstep: Class 2 contains 29353 members 
Entering Unmasked Estep 
Score: -9267156.000000 Penalty: 5357.671387
	Iteration 15Q: 3 clusters Score -9267156 nChanged 722
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 29551 members 
Entering Unmasked Estep 
Score: -9267389.000000 Penalty: 5357.671387
	Iteration 16Q: 3 clusters Score -9267389 nChanged 592
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19366 members 
Mstep: Class 2 contains 29741 members 
Entering Unmasked Estep 
Score: -9267531.000000 Penalty: 5357.671387
	Iteration 17Q: 3 clusters Score -9267531 nChanged 557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19221 members 
Mstep: Class 2 contains 29886 members 
Entering Unmasked Estep 
Score: -9267677.000000 Penalty: 5357.671387
	Iteration 18Q: 3 clusters Score -9267677 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19045 members 
Mstep: Class 2 contains 30062 members 
Entering Unmasked Estep 
Score: -9267795.000000 Penalty: 5357.671387
	Iteration 19Q: 3 clusters Score -9267795 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18855 members 
Mstep: Class 2 contains 30252 members 
Entering Unmasked Estep 
Score: -9267941.000000 Penalty: 5357.671387
	Iteration 20F: 3 clusters Score -9267941 nChanged 543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18644 members 
Mstep: Class 2 contains 30463 members 
Entering Unmasked Estep 
Score: -9268095.000000 Penalty: 5357.671387
	Iteration 21Q: 3 clusters Score -9268095 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18450 members 
Mstep: Class 2 contains 30657 members 
Entering Unmasked Estep 
Score: -9268249.000000 Penalty: 5357.671387
	Iteration 22Q: 3 clusters Score -9268249 nChanged 498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18228 members 
Mstep: Class 2 contains 30879 members 
Entering Unmasked Estep 
Score: -9268391.000000 Penalty: 5357.671387
	Iteration 23Q: 3 clusters Score -9268391 nChanged 494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 31105 members 
Entering Unmasked Estep 
Score: -9268500.000000 Penalty: 5357.671387
	Iteration 24Q: 3 clusters Score -9268500 nChanged 465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 31310 members 
Entering Unmasked Estep 
Score: -9268552.000000 Penalty: 5357.671387
	Iteration 25Q: 3 clusters Score -9268552 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17596 members 
Mstep: Class 2 contains 31511 members 
Entering Unmasked Estep 
Score: -9268673.000000 Penalty: 5357.671387
	Iteration 26Q: 3 clusters Score -9268673 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17394 members 
Mstep: Class 2 contains 31713 members 
Entering Unmasked Estep 
Score: -9268773.000000 Penalty: 5357.671387
	Iteration 27Q: 3 clusters Score -9268773 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17215 members 
Mstep: Class 2 contains 31892 members 
Entering Unmasked Estep 
Score: -9268926.000000 Penalty: 5357.671387
	Iteration 28Q: 3 clusters Score -9268926 nChanged 411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17030 members 
Mstep: Class 2 contains 32077 members 
Entering Unmasked Estep 
Score: -9269028.000000 Penalty: 5357.671387
	Iteration 29Q: 3 clusters Score -9269028 nChanged 372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16862 members 
Mstep: Class 2 contains 32245 members 
Entering Unmasked Estep 
Score: -9269150.000000 Penalty: 5357.671387
	Iteration 30Q: 3 clusters Score -9269150 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16675 members 
Mstep: Class 2 contains 32432 members 
Entering Unmasked Estep 
Score: -9269198.000000 Penalty: 5357.671387
	Iteration 31Q: 3 clusters Score -9269198 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16456 members 
Mstep: Class 2 contains 32651 members 
Entering Unmasked Estep 
Score: -9269293.000000 Penalty: 5357.671387
	Iteration 32Q: 3 clusters Score -9269293 nChanged 383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16269 members 
Mstep: Class 2 contains 32838 members 
Entering Unmasked Estep 
Score: -9269422.000000 Penalty: 5357.671387
	Iteration 33Q: 3 clusters Score -9269422 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 33026 members 
Entering Unmasked Estep 
Score: -9269549.000000 Penalty: 5357.671387
	Iteration 34Q: 3 clusters Score -9269549 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15872 members 
Mstep: Class 2 contains 33235 members 
Entering Unmasked Estep 
Score: -9269630.000000 Penalty: 5357.671387
	Iteration 35Q: 3 clusters Score -9269630 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15659 members 
Mstep: Class 2 contains 33448 members 
Entering Unmasked Estep 
Score: -9269691.000000 Penalty: 5357.671387
	Iteration 36Q: 3 clusters Score -9269691 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15476 members 
Mstep: Class 2 contains 33631 members 
Entering Unmasked Estep 
Score: -9269744.000000 Penalty: 5357.671387
	Iteration 37Q: 3 clusters Score -9269744 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15288 members 
Mstep: Class 2 contains 33819 members 
Entering Unmasked Estep 
Score: -9269836.000000 Penalty: 5357.671387
	Iteration 38Q: 3 clusters Score -9269836 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15106 members 
Mstep: Class 2 contains 34001 members 
Entering Unmasked Estep 
Score: -9269921.000000 Penalty: 5357.671387
	Iteration 39Q: 3 clusters Score -9269921 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14913 members 
Mstep: Class 2 contains 34194 members 
Entering Unmasked Estep 
Score: -9269995.000000 Penalty: 5357.671387
	Iteration 40F: 3 clusters Score -9269995 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14707 members 
Mstep: Class 2 contains 34400 members 
Entering Unmasked Estep 
Score: -9270072.000000 Penalty: 5357.671387
	Iteration 41Q: 3 clusters Score -9270072 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14504 members 
Mstep: Class 2 contains 34603 members 
Entering Unmasked Estep 
Score: -9270152.000000 Penalty: 5357.671387
	Iteration 42Q: 3 clusters Score -9270152 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14311 members 
Mstep: Class 2 contains 34796 members 
Entering Unmasked Estep 
Score: -9270225.000000 Penalty: 5357.671387
	Iteration 43Q: 3 clusters Score -9270225 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14108 members 
Mstep: Class 2 contains 34999 members 
Entering Unmasked Estep 
Score: -9270277.000000 Penalty: 5357.671387
	Iteration 44Q: 3 clusters Score -9270277 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13936 members 
Mstep: Class 2 contains 35171 members 
Entering Unmasked Estep 
Score: -9270335.000000 Penalty: 5357.671387
	Iteration 45Q: 3 clusters Score -9270335 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13744 members 
Mstep: Class 2 contains 35363 members 
Entering Unmasked Estep 
Score: -9270357.000000 Penalty: 5357.671387
	Iteration 46Q: 3 clusters Score -9270357 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13528 members 
Mstep: Class 2 contains 35579 members 
Entering Unmasked Estep 
Score: -9270407.000000 Penalty: 5357.671387
	Iteration 47Q: 3 clusters Score -9270407 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13315 members 
Mstep: Class 2 contains 35792 members 
Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -9270458 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 36011 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12880 members 
Mstep: Class 2 contains 36227 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12640 members 
Mstep: Class 2 contains 36467 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 12394 members 
Mstep: Class 2 contains 36713 members 
Entering Unmasked Estep 
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	Iteration 52Q: 3 clusters Score -9270673 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12132 members 
Mstep: Class 2 contains 36975 members 
Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -9270740 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11895 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -9270820 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11664 members 
Mstep: Class 2 contains 37443 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -9270898 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11445 members 
Mstep: Class 2 contains 37662 members 
Entering Unmasked Estep 
Score: -9270927.000000 Penalty: 5357.671387
	Iteration 56Q: 3 clusters Score -9270927 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 37894 members 
Entering Unmasked Estep 
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	Iteration 57Q: 3 clusters Score -9270979 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10971 members 
Mstep: Class 2 contains 38136 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -9271040 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10699 members 
Mstep: Class 2 contains 38408 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -9271090 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10447 members 
Mstep: Class 2 contains 38660 members 
Entering Unmasked Estep 
Score: -9271132.000000 Penalty: 5357.671387
	Iteration 60F: 3 clusters Score -9271132 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10193 members 
Mstep: Class 2 contains 38914 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -9271194 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9944 members 
Mstep: Class 2 contains 39163 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -9271257 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9673 members 
Mstep: Class 2 contains 39434 members 
Entering Unmasked Estep 
Score: -9271317.000000 Penalty: 5357.671387
	Iteration 63Q: 3 clusters Score -9271317 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9439 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
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	Iteration 64Q: 3 clusters Score -9271353 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9196 members 
Mstep: Class 2 contains 39911 members 
Entering Unmasked Estep 
Score: -9271406.000000 Penalty: 5357.671387
	Iteration 65Q: 3 clusters Score -9271406 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8948 members 
Mstep: Class 2 contains 40159 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -9271441 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8721 members 
Mstep: Class 2 contains 40386 members 
Entering Unmasked Estep 
Score: -9271519.000000 Penalty: 5357.671387
	Iteration 67Q: 3 clusters Score -9271519 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8469 members 
Mstep: Class 2 contains 40638 members 
Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -9271544 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8227 members 
Mstep: Class 2 contains 40880 members 
Entering Unmasked Estep 
Score: -9271600.000000 Penalty: 5357.671387
	Iteration 69Q: 3 clusters Score -9271600 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7986 members 
Mstep: Class 2 contains 41121 members 
Entering Unmasked Estep 
Score: -9271635.000000 Penalty: 5357.671387
	Iteration 70Q: 3 clusters Score -9271635 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7802 members 
Mstep: Class 2 contains 41305 members 
Entering Unmasked Estep 
Score: -9271702.000000 Penalty: 5357.671387
	Iteration 71Q: 3 clusters Score -9271702 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7610 members 
Mstep: Class 2 contains 41497 members 
Entering Unmasked Estep 
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	Iteration 72Q: 3 clusters Score -9271735 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7441 members 
Mstep: Class 2 contains 41666 members 
Entering Unmasked Estep 
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	Iteration 73Q: 3 clusters Score -9271750 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 41825 members 
Entering Unmasked Estep 
Score: -9271770.000000 Penalty: 5357.671387
	Iteration 74Q: 3 clusters Score -9271770 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7142 members 
Mstep: Class 2 contains 41965 members 
Entering Unmasked Estep 
Score: -9271807.000000 Penalty: 5357.671387
	Iteration 75Q: 3 clusters Score -9271807 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 42092 members 
Entering Unmasked Estep 
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	Iteration 76Q: 3 clusters Score -9271818 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6869 members 
Mstep: Class 2 contains 42238 members 
Entering Unmasked Estep 
Score: -9271851.000000 Penalty: 5357.671387
	Iteration 77Q: 3 clusters Score -9271851 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6736 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -9271848 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6598 members 
Mstep: Class 2 contains 42509 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -9271882 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6433 members 
Mstep: Class 2 contains 42674 members 
Entering Unmasked Estep 
Score: -9271916.000000 Penalty: 5357.671387
	Iteration 80F: 3 clusters Score -9271916 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6288 members 
Mstep: Class 2 contains 42819 members 
Entering Unmasked Estep 
Score: -9271939.000000 Penalty: 5357.671387
	Iteration 81Q: 3 clusters Score -9271939 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6150 members 
Mstep: Class 2 contains 42957 members 
Entering Unmasked Estep 
Score: -9271913.000000 Penalty: 5357.671387
	Iteration 82Q: 3 clusters Score -9271913 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6026 members 
Mstep: Class 2 contains 43081 members 
Entering Unmasked Estep 
Score: -9271906.000000 Penalty: 5357.671387
	Iteration 83Q: 3 clusters Score -9271906 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5891 members 
Mstep: Class 2 contains 43216 members 
Entering Unmasked Estep 
Score: -9271915.000000 Penalty: 5357.671387
	Iteration 84Q: 3 clusters Score -9271915 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 43334 members 
Entering Unmasked Estep 
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	Iteration 85Q: 3 clusters Score -9271952 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5634 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
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	Iteration 86Q: 3 clusters Score -9271982 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 43616 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -9271965 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 43767 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 43904 members 
Entering Unmasked Estep 
Score: -9271990.000000 Penalty: 5357.671387
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5062 members 
Mstep: Class 2 contains 44045 members 
Entering Unmasked Estep 
Score: -9272028.000000 Penalty: 5357.671387
	Iteration 90Q: 3 clusters Score -9272028 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4909 members 
Mstep: Class 2 contains 44198 members 
Entering Unmasked Estep 
Score: -9272051.000000 Penalty: 5357.671387
	Iteration 91Q: 3 clusters Score -9272051 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4786 members 
Mstep: Class 2 contains 44321 members 
Entering Unmasked Estep 
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	Iteration 92Q: 3 clusters Score -9272079 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4655 members 
Mstep: Class 2 contains 44452 members 
Entering Unmasked Estep 
Score: -9272121.000000 Penalty: 5357.671387
	Iteration 93Q: 3 clusters Score -9272121 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4528 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -9272106.000000 Penalty: 5357.671387
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4396 members 
Mstep: Class 2 contains 44711 members 
Entering Unmasked Estep 
Score: -9272144.000000 Penalty: 5357.671387
	Iteration 95Q: 3 clusters Score -9272144 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 44833 members 
Entering Unmasked Estep 
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	Iteration 96Q: 3 clusters Score -9272149 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4161 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -9272191.000000 Penalty: 5357.671387
	Iteration 97Q: 3 clusters Score -9272191 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4043 members 
Mstep: Class 2 contains 45064 members 
Entering Unmasked Estep 
Score: -9272227.000000 Penalty: 5357.671387
	Iteration 98Q: 3 clusters Score -9272227 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3926 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -9272253.000000 Penalty: 5357.671387
	Iteration 99Q: 3 clusters Score -9272253 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3817 members 
Mstep: Class 2 contains 45290 members 
Entering Unmasked Estep 
Score: -9272242.000000 Penalty: 5357.671387
	Iteration 100F: 3 clusters Score -9272242 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3722 members 
Mstep: Class 2 contains 45385 members 
Entering Unmasked Estep 
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	Iteration 101Q: 3 clusters Score -9272229 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 45475 members 
Entering Unmasked Estep 
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	Iteration 102Q: 3 clusters Score -9272235 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 45577 members 
Entering Unmasked Estep 
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	Iteration 103Q: 3 clusters Score -9272229 nChanged 116
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3430 members 
Mstep: Class 2 contains 45677 members 
Entering Unmasked Estep 
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	Iteration 104Q: 3 clusters Score -9272260 nChanged 108
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3340 members 
Mstep: Class 2 contains 45767 members 
Entering Unmasked Estep 
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	Iteration 105Q: 3 clusters Score -9272264 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3259 members 
Mstep: Class 2 contains 45848 members 
Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -9272283 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3179 members 
Mstep: Class 2 contains 45928 members 
Entering Unmasked Estep 
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	Iteration 107Q: 3 clusters Score -9272294 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3107 members 
Mstep: Class 2 contains 46000 members 
Entering Unmasked Estep 
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	Iteration 108Q: 3 clusters Score -9272297 nChanged 78
Entering Unmasked Mstep 
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Mstep: Class 1 contains 3029 members 
Mstep: Class 2 contains 46078 members 
Entering Unmasked Estep 
Score: -9272304.000000 Penalty: 5357.671387
	Iteration 109Q: 3 clusters Score -9272304 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2952 members 
Mstep: Class 2 contains 46155 members 
Entering Unmasked Estep 
Score: -9272301.000000 Penalty: 5357.671387
	Iteration 110Q: 3 clusters Score -9272301 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 46228 members 
Entering Unmasked Estep 
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	Iteration 111Q: 3 clusters Score -9272329 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2826 members 
Mstep: Class 2 contains 46281 members 
Entering Unmasked Estep 
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	Iteration 112Q: 3 clusters Score -9272349 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2774 members 
Mstep: Class 2 contains 46333 members 
Entering Unmasked Estep 
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	Iteration 113Q: 3 clusters Score -9272357 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2724 members 
Mstep: Class 2 contains 46383 members 
Entering Unmasked Estep 
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	Iteration 114Q: 3 clusters Score -9272363 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2675 members 
Mstep: Class 2 contains 46432 members 
Entering Unmasked Estep 
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	Iteration 115Q: 3 clusters Score -9272366 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2623 members 
Mstep: Class 2 contains 46484 members 
Entering Unmasked Estep 
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	Iteration 116Q: 3 clusters Score -9272384 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2579 members 
Mstep: Class 2 contains 46528 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -9272404 nChanged 47
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Mstep: Class 1 contains 2532 members 
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Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -9272409 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2499 members 
Mstep: Class 2 contains 46608 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -9272437 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2468 members 
Mstep: Class 2 contains 46639 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -9272438 nChanged 41
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 46676 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -9272459 nChanged 26
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 46700 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -9272450 nChanged 27
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Mstep: Class 1 contains 2380 members 
Mstep: Class 2 contains 46727 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -9272441 nChanged 28
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Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 46747 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -9272450 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2344 members 
Mstep: Class 2 contains 46763 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -9272461 nChanged 33
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Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 46790 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -9272460 nChanged 29
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Mstep: Class 1 contains 2290 members 
Mstep: Class 2 contains 46817 members 
Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -9272458 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2268 members 
Mstep: Class 2 contains 46839 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -9272464 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 46860 members 
Entering Unmasked Estep 
Score: -9272471.000000 Penalty: 5357.671387
	Iteration 129Q: 3 clusters Score -9272471 nChanged 21
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46879 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -9272474 nChanged 11
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Mstep: Class 1 contains 2217 members 
Mstep: Class 2 contains 46890 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -9272476 nChanged 6
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Mstep: Class 2 contains 46896 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -9272472 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2204 members 
Mstep: Class 2 contains 46903 members 
Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -9272471 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46916 members 
Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -9272471 nChanged 15
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Mstep: Class 0 contains 0 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -9272488 nChanged 11
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -9272487 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46950 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -9272483 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 2 contains 46959 members 
Entering Unmasked Estep 
Score: -9272484.000000 Penalty: 5357.671387
	Iteration 138Q: 3 clusters Score -9272484 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2137 members 
Mstep: Class 2 contains 46970 members 
Entering Unmasked Estep 
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	Iteration 139Q: 3 clusters Score -9272490 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 46978 members 
Entering Unmasked Estep 
Score: -9272508.000000 Penalty: 5357.671387
	Iteration 140F: 3 clusters Score -9272508 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 46991 members 
Entering Unmasked Estep 
Score: -9272497.000000 Penalty: 5357.671387
	Iteration 141Q: 3 clusters Score -9272497 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2105 members 
Mstep: Class 2 contains 47002 members 
Entering Unmasked Estep 
Score: -9272497.000000 Penalty: 5357.671387
	Iteration 142Q: 3 clusters Score -9272497 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2098 members 
Mstep: Class 2 contains 47009 members 
Entering Unmasked Estep 
Score: -9272506.000000 Penalty: 5357.671387
	Iteration 143Q: 3 clusters Score -9272506 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 47015 members 
Entering Unmasked Estep 
Score: -9272507.000000 Penalty: 5357.671387
	Iteration 144Q: 3 clusters Score -9272507 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 47017 members 
Entering Unmasked Estep 
Score: -9272511.000000 Penalty: 5357.671387
	Iteration 145Q: 3 clusters Score -9272511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -9272512.000000 Penalty: 5357.671387
	Iteration 146Q: 3 clusters Score -9272512 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 47018 members 
Entering Unmasked Estep 
Score: -9272512.000000 Penalty: 5357.671387
	Iteration 147F: 3 clusters Score -9272512 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (4001 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Entering Unmasked Estep 
Score: -749869.312500 Penalty: 2056.986328
	Iteration 0F: 2 clusters Score -749869.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2050 members 
Mstep: Class 2 contains 1951 members 
Entering Unmasked Estep 
Score: -745936.750000 Penalty: 4113.972656
	Iteration 0F: 3 clusters Score -745936.8 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -746761.187500 Penalty: 4113.972656
	Iteration 1F: 3 clusters Score -746761.2 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 1830 members 
Entering Unmasked Estep 
Score: -746935.187500 Penalty: 4113.972656
	Iteration 2F: 3 clusters Score -746935.2 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2223 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -747046.250000 Penalty: 4113.972656
	Iteration 3Q: 3 clusters Score -747046.2 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2244 members 
Mstep: Class 2 contains 1757 members 
Entering Unmasked Estep 
Score: -747124.562500 Penalty: 4113.972656
	Iteration 4Q: 3 clusters Score -747124.6 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2277 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -747181.437500 Penalty: 4113.972656
	Iteration 5Q: 3 clusters Score -747181.4 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2317 members 
Mstep: Class 2 contains 1684 members 
Entering Unmasked Estep 
Score: -747223.687500 Penalty: 4113.972656
	Iteration 6Q: 3 clusters Score -747223.7 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -747256.062500 Penalty: 4113.972656
	Iteration 7Q: 3 clusters Score -747256.1 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2407 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -747286.500000 Penalty: 4113.972656
	Iteration 8Q: 3 clusters Score -747286.5 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 1541 members 
Entering Unmasked Estep 
Score: -747329.875000 Penalty: 4113.972656
	Iteration 9Q: 3 clusters Score -747329.9 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2503 members 
Mstep: Class 2 contains 1498 members 
Entering Unmasked Estep 
Score: -747376.375000 Penalty: 4113.972656
	Iteration 10Q: 3 clusters Score -747376.4 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2556 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -747418.625000 Penalty: 4113.972656
	Iteration 11Q: 3 clusters Score -747418.6 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2612 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -747463.875000 Penalty: 4113.972656
	Iteration 12Q: 3 clusters Score -747463.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 1321 members 
Entering Unmasked Estep 
Score: -747506.375000 Penalty: 4113.972656
	Iteration 13Q: 3 clusters Score -747506.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -747557.000000 Penalty: 4113.972656
	Iteration 14Q: 3 clusters Score -747557 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2821 members 
Mstep: Class 2 contains 1180 members 
Entering Unmasked Estep 
Score: -747603.437500 Penalty: 4113.972656
	Iteration 15Q: 3 clusters Score -747603.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1129 members 
Entering Unmasked Estep 
Score: -747648.000000 Penalty: 4113.972656
	Iteration 16Q: 3 clusters Score -747648 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1069 members 
Entering Unmasked Estep 
Score: -747703.937500 Penalty: 4113.972656
	Iteration 17Q: 3 clusters Score -747703.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2998 members 
Mstep: Class 2 contains 1003 members 
Entering Unmasked Estep 
Score: -747756.062500 Penalty: 4113.972656
	Iteration 18Q: 3 clusters Score -747756.1 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3061 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -747803.562500 Penalty: 4113.972656
	Iteration 19Q: 3 clusters Score -747803.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 871 members 
Entering Unmasked Estep 
Score: -747861.687500 Penalty: 4113.972656
	Iteration 20F: 3 clusters Score -747861.7 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -747915.812500 Penalty: 4113.972656
	Iteration 21Q: 3 clusters Score -747915.8 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 757 members 
Entering Unmasked Estep 
Score: -747964.062500 Penalty: 4113.972656
	Iteration 22Q: 3 clusters Score -747964.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3286 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -747991.062500 Penalty: 4113.972656
	Iteration 23Q: 3 clusters Score -747991.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3327 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -748018.687500 Penalty: 4113.972656
	Iteration 24Q: 3 clusters Score -748018.7 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3354 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -748038.687500 Penalty: 4113.972656
	Iteration 25Q: 3 clusters Score -748038.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -748056.750000 Penalty: 4113.972656
	Iteration 26Q: 3 clusters Score -748056.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3397 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -748069.125000 Penalty: 4113.972656
	Iteration 27Q: 3 clusters Score -748069.1 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3414 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -748082.125000 Penalty: 4113.972656
	Iteration 28Q: 3 clusters Score -748082.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3426 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -748092.875000 Penalty: 4113.972656
	Iteration 29Q: 3 clusters Score -748092.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3433 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -748098.562500 Penalty: 4113.972656
	Iteration 30Q: 3 clusters Score -748098.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3440 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -748103.437500 Penalty: 4113.972656
	Iteration 31Q: 3 clusters Score -748103.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3445 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -748107.687500 Penalty: 4113.972656
	Iteration 32Q: 3 clusters Score -748107.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3450 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -748110.000000 Penalty: 4113.972656
	Iteration 33Q: 3 clusters Score -748110 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3455 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -748112.875000 Penalty: 4113.972656
	Iteration 34Q: 3 clusters Score -748112.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3460 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -748114.937500 Penalty: 4113.972656
	Iteration 35Q: 3 clusters Score -748114.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3464 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -748117.562500 Penalty: 4113.972656
	Iteration 36Q: 3 clusters Score -748117.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -748121.562500 Penalty: 4113.972656
	Iteration 37Q: 3 clusters Score -748121.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -748125.500000 Penalty: 4113.972656
	Iteration 38Q: 3 clusters Score -748125.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3482 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -748129.187500 Penalty: 4113.972656
	Iteration 39Q: 3 clusters Score -748129.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3488 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -748134.437500 Penalty: 4113.972656
	Iteration 40F: 3 clusters Score -748134.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3489 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -748141.000000 Penalty: 4113.972656
	Iteration 41Q: 3 clusters Score -748141 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3491 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -748142.062500 Penalty: 4113.972656
	Iteration 42Q: 3 clusters Score -748142.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -748146.250000 Penalty: 4113.972656
	Iteration 43Q: 3 clusters Score -748146.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -748148.375000 Penalty: 4113.972656
	Iteration 44Q: 3 clusters Score -748148.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3504 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -748150.437500 Penalty: 4113.972656
	Iteration 45Q: 3 clusters Score -748150.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3509 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -748153.812500 Penalty: 4113.972656
	Iteration 46Q: 3 clusters Score -748153.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -748155.750000 Penalty: 4113.972656
	Iteration 47Q: 3 clusters Score -748155.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -748157.625000 Penalty: 4113.972656
	Iteration 48Q: 3 clusters Score -748157.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3512 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -748157.625000 Penalty: 4113.972656
	Iteration 49F: 3 clusters Score -748157.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8842 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8842 members 
Entering Unmasked Estep 
Score: -1722434.875000 Penalty: 2253.642578
	Iteration 0F: 2 clusters Score -1722435 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4393 members 
Mstep: Class 2 contains 4449 members 
Entering Unmasked Estep 
Score: -1715472.000000 Penalty: 4507.285156
	Iteration 0F: 3 clusters Score -1715472 nChanged 3663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4274 members 
Mstep: Class 2 contains 4568 members 
Entering Unmasked Estep 
Score: -1717523.250000 Penalty: 4507.285156
	Iteration 1F: 3 clusters Score -1717523 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4209 members 
Mstep: Class 2 contains 4633 members 
Entering Unmasked Estep 
Score: -1717781.250000 Penalty: 4507.285156
	Iteration 2F: 3 clusters Score -1717781 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4136 members 
Mstep: Class 2 contains 4706 members 
Entering Unmasked Estep 
Score: -1717942.000000 Penalty: 4507.285156
	Iteration 3Q: 3 clusters Score -1717942 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4048 members 
Mstep: Class 2 contains 4794 members 
Entering Unmasked Estep 
Score: -1718065.125000 Penalty: 4507.285156
	Iteration 4Q: 3 clusters Score -1718065 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3968 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -1718151.500000 Penalty: 4507.285156
	Iteration 5Q: 3 clusters Score -1718152 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 4969 members 
Entering Unmasked Estep 
Score: -1718242.000000 Penalty: 4507.285156
	Iteration 6Q: 3 clusters Score -1718242 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 5060 members 
Entering Unmasked Estep 
Score: -1718300.625000 Penalty: 4507.285156
	Iteration 7Q: 3 clusters Score -1718301 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1718356.625000 Penalty: 4507.285156
	Iteration 8Q: 3 clusters Score -1718357 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3550 members 
Mstep: Class 2 contains 5292 members 
Entering Unmasked Estep 
Score: -1718399.500000 Penalty: 4507.285156
	Iteration 9Q: 3 clusters Score -1718400 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3435 members 
Mstep: Class 2 contains 5407 members 
Entering Unmasked Estep 
Score: -1718456.250000 Penalty: 4507.285156
	Iteration 10Q: 3 clusters Score -1718456 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 5534 members 
Entering Unmasked Estep 
Score: -1718516.250000 Penalty: 4507.285156
	Iteration 11Q: 3 clusters Score -1718516 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3168 members 
Mstep: Class 2 contains 5674 members 
Entering Unmasked Estep 
Score: -1718574.500000 Penalty: 4507.285156
	Iteration 12Q: 3 clusters Score -1718574 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3033 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1718634.875000 Penalty: 4507.285156
	Iteration 13Q: 3 clusters Score -1718635 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 5960 members 
Entering Unmasked Estep 
Score: -1718715.500000 Penalty: 4507.285156
	Iteration 14Q: 3 clusters Score -1718716 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2685 members 
Mstep: Class 2 contains 6157 members 
Entering Unmasked Estep 
Score: -1718812.625000 Penalty: 4507.285156
	Iteration 15Q: 3 clusters Score -1718813 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2480 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -1718929.875000 Penalty: 4507.285156
	Iteration 16Q: 3 clusters Score -1718930 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2261 members 
Mstep: Class 2 contains 6581 members 
Entering Unmasked Estep 
Score: -1719057.375000 Penalty: 4507.285156
	Iteration 17Q: 3 clusters Score -1719057 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2038 members 
Mstep: Class 2 contains 6804 members 
Entering Unmasked Estep 
Score: -1719192.000000 Penalty: 4507.285156
	Iteration 18Q: 3 clusters Score -1719192 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 7042 members 
Entering Unmasked Estep 
Score: -1719352.875000 Penalty: 4507.285156
	Iteration 19Q: 3 clusters Score -1719353 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1580 members 
Mstep: Class 2 contains 7262 members 
Entering Unmasked Estep 
Score: -1719508.250000 Penalty: 4507.285156
	Iteration 20F: 3 clusters Score -1719508 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 7496 members 
Entering Unmasked Estep 
Score: -1719671.625000 Penalty: 4507.285156
	Iteration 21Q: 3 clusters Score -1719672 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 7708 members 
Entering Unmasked Estep 
Score: -1719836.000000 Penalty: 4507.285156
	Iteration 22Q: 3 clusters Score -1719836 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 7859 members 
Entering Unmasked Estep 
Score: -1719961.750000 Penalty: 4507.285156
	Iteration 23Q: 3 clusters Score -1719962 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 862 members 
Mstep: Class 2 contains 7980 members 
Entering Unmasked Estep 
Score: -1720047.250000 Penalty: 4507.285156
	Iteration 24Q: 3 clusters Score -1720047 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 778 members 
Mstep: Class 2 contains 8064 members 
Entering Unmasked Estep 
Score: -1720101.000000 Penalty: 4507.285156
	Iteration 25Q: 3 clusters Score -1720101 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 8153 members 
Entering Unmasked Estep 
Score: -1720167.000000 Penalty: 4507.285156
	Iteration 26Q: 3 clusters Score -1720167 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 612 members 
Mstep: Class 2 contains 8230 members 
Entering Unmasked Estep 
Score: -1720235.500000 Penalty: 4507.285156
	Iteration 27Q: 3 clusters Score -1720236 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 8279 members 
Entering Unmasked Estep 
Score: -1720279.250000 Penalty: 4507.285156
	Iteration 28Q: 3 clusters Score -1720279 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 8316 members 
Entering Unmasked Estep 
Score: -1720318.750000 Penalty: 4507.285156
	Iteration 29Q: 3 clusters Score -1720319 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 8353 members 
Entering Unmasked Estep 
Score: -1720352.750000 Penalty: 4507.285156
	Iteration 30Q: 3 clusters Score -1720353 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 8378 members 
Entering Unmasked Estep 
Score: -1720376.875000 Penalty: 4507.285156
	Iteration 31Q: 3 clusters Score -1720377 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 8392 members 
Entering Unmasked Estep 
Score: -1720390.375000 Penalty: 4507.285156
	Iteration 32Q: 3 clusters Score -1720390 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 8397 members 
Entering Unmasked Estep 
Score: -1720397.875000 Penalty: 4507.285156
	Iteration 33Q: 3 clusters Score -1720398 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 437 members 
Mstep: Class 2 contains 8405 members 
Entering Unmasked Estep 
Score: -1720400.750000 Penalty: 4507.285156
	Iteration 34Q: 3 clusters Score -1720401 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 8412 members 
Entering Unmasked Estep 
Score: -1720408.250000 Penalty: 4507.285156
	Iteration 35Q: 3 clusters Score -1720408 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1720411.750000 Penalty: 4507.285156
	Iteration 36Q: 3 clusters Score -1720412 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 428 members 
Mstep: Class 2 contains 8414 members 
Entering Unmasked Estep 
Score: -1720411.750000 Penalty: 4507.285156
	Iteration 37F: 3 clusters Score -1720412 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (56056 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56056 members 
Entering Unmasked Estep 
Score: -10162805.000000 Penalty: 2711.658447
	Iteration 0F: 2 clusters Score -1.01628e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28067 members 
Mstep: Class 2 contains 27989 members 
Entering Unmasked Estep 
Score: -10125591.000000 Penalty: 5423.316895
	Iteration 0F: 3 clusters Score -1.012559e+07 nChanged 26093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28438 members 
Mstep: Class 2 contains 27618 members 
Entering Unmasked Estep 
Score: -10140191.000000 Penalty: 5423.316895
	Iteration 1F: 3 clusters Score -1.014019e+07 nChanged 2017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28673 members 
Mstep: Class 2 contains 27383 members 
Entering Unmasked Estep 
Score: -10140652.000000 Penalty: 5423.316895
	Iteration 2Q: 3 clusters Score -1.014065e+07 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28972 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -10141044.000000 Penalty: 5423.316895
	Iteration 3Q: 3 clusters Score -1.014104e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29393 members 
Mstep: Class 2 contains 26663 members 
Entering Unmasked Estep 
Score: -10141460.000000 Penalty: 5423.316895
	Iteration 4Q: 3 clusters Score -1.014146e+07 nChanged 1731
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 26042 members 
Entering Unmasked Estep 
Score: -10141989.000000 Penalty: 5423.316895
	Iteration 5Q: 3 clusters Score -1.014199e+07 nChanged 1862
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30886 members 
Mstep: Class 2 contains 25170 members 
Entering Unmasked Estep 
Score: -10142652.000000 Penalty: 5423.316895
	Iteration 6Q: 3 clusters Score -1.014265e+07 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32079 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -10143371.000000 Penalty: 5423.316895
	Iteration 7Q: 3 clusters Score -1.014337e+07 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33610 members 
Mstep: Class 2 contains 22446 members 
Entering Unmasked Estep 
Score: -10144486.000000 Penalty: 5423.316895
	Iteration 8Q: 3 clusters Score -1.014449e+07 nChanged 2567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35557 members 
Mstep: Class 2 contains 20499 members 
Entering Unmasked Estep 
Score: -10145814.000000 Penalty: 5423.316895
	Iteration 9Q: 3 clusters Score -1.014581e+07 nChanged 2808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37793 members 
Mstep: Class 2 contains 18263 members 
Entering Unmasked Estep 
Score: -10147595.000000 Penalty: 5423.316895
	Iteration 10F: 3 clusters Score -1.01476e+07 nChanged 2953
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40272 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -10149638.000000 Penalty: 5423.316895
	Iteration 11F: 3 clusters Score -1.014964e+07 nChanged 2898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42712 members 
Mstep: Class 2 contains 13344 members 
Entering Unmasked Estep 
Score: -10151581.000000 Penalty: 5423.316895
	Iteration 12F: 3 clusters Score -1.015158e+07 nChanged 2646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45004 members 
Mstep: Class 2 contains 11052 members 
Entering Unmasked Estep 
Score: -10153448.000000 Penalty: 5423.316895
	Iteration 13Q: 3 clusters Score -1.015345e+07 nChanged 2188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46976 members 
Mstep: Class 2 contains 9080 members 
Entering Unmasked Estep 
Score: -10154949.000000 Penalty: 5423.316895
	Iteration 14Q: 3 clusters Score -1.015495e+07 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48623 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -10156102.000000 Penalty: 5423.316895
	Iteration 15Q: 3 clusters Score -1.01561e+07 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50013 members 
Mstep: Class 2 contains 6043 members 
Entering Unmasked Estep 
Score: -10157037.000000 Penalty: 5423.316895
	Iteration 16Q: 3 clusters Score -1.015704e+07 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51202 members 
Mstep: Class 2 contains 4854 members 
Entering Unmasked Estep 
Score: -10157700.000000 Penalty: 5423.316895
	Iteration 17Q: 3 clusters Score -1.01577e+07 nChanged 1011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52193 members 
Mstep: Class 2 contains 3863 members 
Entering Unmasked Estep 
Score: -10158278.000000 Penalty: 5423.316895
	Iteration 18Q: 3 clusters Score -1.015828e+07 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53010 members 
Mstep: Class 2 contains 3046 members 
Entering Unmasked Estep 
Score: -10158786.000000 Penalty: 5423.316895
	Iteration 19Q: 3 clusters Score -1.015879e+07 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53681 members 
Mstep: Class 2 contains 2375 members 
Entering Unmasked Estep 
Score: -10159219.000000 Penalty: 5423.316895
	Iteration 20F: 3 clusters Score -1.015922e+07 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54192 members 
Mstep: Class 2 contains 1864 members 
Entering Unmasked Estep 
Score: -10159553.000000 Penalty: 5423.316895
	Iteration 21Q: 3 clusters Score -1.015955e+07 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54577 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -10159820.000000 Penalty: 5423.316895
	Iteration 22Q: 3 clusters Score -1.015982e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54830 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -10160020.000000 Penalty: 5423.316895
	Iteration 23Q: 3 clusters Score -1.016002e+07 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55008 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -10160150.000000 Penalty: 5423.316895
	Iteration 24Q: 3 clusters Score -1.016015e+07 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55123 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -10160223.000000 Penalty: 5423.316895
	Iteration 25Q: 3 clusters Score -1.016022e+07 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55205 members 
Mstep: Class 2 contains 851 members 
Entering Unmasked Estep 
Score: -10160276.000000 Penalty: 5423.316895
	Iteration 26Q: 3 clusters Score -1.016028e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55269 members 
Mstep: Class 2 contains 787 members 
Entering Unmasked Estep 
Score: -10160305.000000 Penalty: 5423.316895
	Iteration 27Q: 3 clusters Score -1.01603e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55318 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -10160353.000000 Penalty: 5423.316895
	Iteration 28Q: 3 clusters Score -1.016035e+07 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55352 members 
Mstep: Class 2 contains 704 members 
Entering Unmasked Estep 
Score: -10160388.000000 Penalty: 5423.316895
	Iteration 29Q: 3 clusters Score -1.016039e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55374 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -10160401.000000 Penalty: 5423.316895
	Iteration 30Q: 3 clusters Score -1.01604e+07 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55391 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -10160423.000000 Penalty: 5423.316895
	Iteration 31Q: 3 clusters Score -1.016042e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55409 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -10160427.000000 Penalty: 5423.316895
	Iteration 32Q: 3 clusters Score -1.016043e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55423 members 
Mstep: Class 2 contains 633 members 
Entering Unmasked Estep 
Score: -10160425.000000 Penalty: 5423.316895
	Iteration 33Q: 3 clusters Score -1.016042e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55434 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -10160448.000000 Penalty: 5423.316895
	Iteration 34Q: 3 clusters Score -1.016045e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55445 members 
Mstep: Class 2 contains 611 members 
Entering Unmasked Estep 
Score: -10160451.000000 Penalty: 5423.316895
	Iteration 35Q: 3 clusters Score -1.016045e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55455 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -10160470.000000 Penalty: 5423.316895
	Iteration 36Q: 3 clusters Score -1.016047e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55464 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -10160490.000000 Penalty: 5423.316895
	Iteration 37Q: 3 clusters Score -1.016049e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55470 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -10160508.000000 Penalty: 5423.316895
	Iteration 38Q: 3 clusters Score -1.016051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55475 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -10160513.000000 Penalty: 5423.316895
	Iteration 39Q: 3 clusters Score -1.016051e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55481 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -10160523.000000 Penalty: 5423.316895
	Iteration 40F: 3 clusters Score -1.016052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55489 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -10160516.000000 Penalty: 5423.316895
	Iteration 41Q: 3 clusters Score -1.016052e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55495 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -10160522.000000 Penalty: 5423.316895
	Iteration 42Q: 3 clusters Score -1.016052e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55504 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -10160514.000000 Penalty: 5423.316895
	Iteration 43Q: 3 clusters Score -1.016051e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55511 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -10160524.000000 Penalty: 5423.316895
	Iteration 44Q: 3 clusters Score -1.016052e+07 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55516 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -10160530.000000 Penalty: 5423.316895
	Iteration 45Q: 3 clusters Score -1.016053e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10160536.000000 Penalty: 5423.316895
	Iteration 46Q: 3 clusters Score -1.016054e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55519 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -10160536.000000 Penalty: 5423.316895
	Iteration 47F: 3 clusters Score -1.016054e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (25082 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25082 members 
Entering Unmasked Estep 
Score: -4975004.000000 Penalty: 2512.216553
	Iteration 0F: 2 clusters Score -4975004 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12624 members 
Mstep: Class 2 contains 12458 members 
Entering Unmasked Estep 
Score: -4958029.500000 Penalty: 5024.433105
	Iteration 0F: 3 clusters Score -4958030 nChanged 11203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13201 members 
Mstep: Class 2 contains 11881 members 
Entering Unmasked Estep 
Score: -4964280.000000 Penalty: 5024.433105
	Iteration 1F: 3 clusters Score -4964280 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13569 members 
Mstep: Class 2 contains 11513 members 
Entering Unmasked Estep 
Score: -4964881.000000 Penalty: 5024.433105
	Iteration 2F: 3 clusters Score -4964881 nChanged 1244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14045 members 
Mstep: Class 2 contains 11037 members 
Entering Unmasked Estep 
Score: -4965441.000000 Penalty: 5024.433105
	Iteration 3Q: 3 clusters Score -4965441 nChanged 1203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14620 members 
Mstep: Class 2 contains 10462 members 
Entering Unmasked Estep 
Score: -4966048.500000 Penalty: 5024.433105
	Iteration 4Q: 3 clusters Score -4966048 nChanged 1143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15221 members 
Mstep: Class 2 contains 9861 members 
Entering Unmasked Estep 
Score: -4966642.500000 Penalty: 5024.433105
	Iteration 5Q: 3 clusters Score -4966642 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15860 members 
Mstep: Class 2 contains 9222 members 
Entering Unmasked Estep 
Score: -4967284.500000 Penalty: 5024.433105
	Iteration 6Q: 3 clusters Score -4967284 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -4968046.000000 Penalty: 5024.433105
	Iteration 7Q: 3 clusters Score -4968046 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17176 members 
Mstep: Class 2 contains 7906 members 
Entering Unmasked Estep 
Score: -4968920.000000 Penalty: 5024.433105
	Iteration 8Q: 3 clusters Score -4968920 nChanged 1220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17668 members 
Mstep: Class 2 contains 7414 members 
Entering Unmasked Estep 
Score: -4969818.500000 Penalty: 5024.433105
	Iteration 9Q: 3 clusters Score -4969818 nChanged 1102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17924 members 
Mstep: Class 2 contains 7158 members 
Entering Unmasked Estep 
Score: -4970528.000000 Penalty: 5024.433105
	Iteration 10Q: 3 clusters Score -4970528 nChanged 920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18012 members 
Mstep: Class 2 contains 7070 members 
Entering Unmasked Estep 
Score: -4971040.000000 Penalty: 5024.433105
	Iteration 11Q: 3 clusters Score -4971040 nChanged 680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18072 members 
Mstep: Class 2 contains 7010 members 
Entering Unmasked Estep 
Score: -4971318.500000 Penalty: 5024.433105
	Iteration 12Q: 3 clusters Score -4971318 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 6960 members 
Entering Unmasked Estep 
Score: -4971487.500000 Penalty: 5024.433105
	Iteration 13Q: 3 clusters Score -4971488 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18171 members 
Mstep: Class 2 contains 6911 members 
Entering Unmasked Estep 
Score: -4971571.500000 Penalty: 5024.433105
	Iteration 14Q: 3 clusters Score -4971572 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18232 members 
Mstep: Class 2 contains 6850 members 
Entering Unmasked Estep 
Score: -4971655.000000 Penalty: 5024.433105
	Iteration 15Q: 3 clusters Score -4971655 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18294 members 
Mstep: Class 2 contains 6788 members 
Entering Unmasked Estep 
Score: -4971746.500000 Penalty: 5024.433105
	Iteration 16Q: 3 clusters Score -4971746 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18357 members 
Mstep: Class 2 contains 6725 members 
Entering Unmasked Estep 
Score: -4971815.000000 Penalty: 5024.433105
	Iteration 17Q: 3 clusters Score -4971815 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18434 members 
Mstep: Class 2 contains 6648 members 
Entering Unmasked Estep 
Score: -4971867.000000 Penalty: 5024.433105
	Iteration 18Q: 3 clusters Score -4971867 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18526 members 
Mstep: Class 2 contains 6556 members 
Entering Unmasked Estep 
Score: -4971911.500000 Penalty: 5024.433105
	Iteration 19Q: 3 clusters Score -4971912 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18589 members 
Mstep: Class 2 contains 6493 members 
Entering Unmasked Estep 
Score: -4971958.500000 Penalty: 5024.433105
	Iteration 20F: 3 clusters Score -4971958 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18654 members 
Mstep: Class 2 contains 6428 members 
Entering Unmasked Estep 
Score: -4971982.500000 Penalty: 5024.433105
	Iteration 21Q: 3 clusters Score -4971982 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18719 members 
Mstep: Class 2 contains 6363 members 
Entering Unmasked Estep 
Score: -4972024.500000 Penalty: 5024.433105
	Iteration 22Q: 3 clusters Score -4972024 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18799 members 
Mstep: Class 2 contains 6283 members 
Entering Unmasked Estep 
Score: -4972057.500000 Penalty: 5024.433105
	Iteration 23Q: 3 clusters Score -4972058 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18874 members 
Mstep: Class 2 contains 6208 members 
Entering Unmasked Estep 
Score: -4972085.000000 Penalty: 5024.433105
	Iteration 24Q: 3 clusters Score -4972085 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18936 members 
Mstep: Class 2 contains 6146 members 
Entering Unmasked Estep 
Score: -4972112.000000 Penalty: 5024.433105
	Iteration 25Q: 3 clusters Score -4972112 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19004 members 
Mstep: Class 2 contains 6078 members 
Entering Unmasked Estep 
Score: -4972147.500000 Penalty: 5024.433105
	Iteration 26Q: 3 clusters Score -4972148 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19058 members 
Mstep: Class 2 contains 6024 members 
Entering Unmasked Estep 
Score: -4972155.000000 Penalty: 5024.433105
	Iteration 27Q: 3 clusters Score -4972155 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19107 members 
Mstep: Class 2 contains 5975 members 
Entering Unmasked Estep 
Score: -4972187.000000 Penalty: 5024.433105
	Iteration 28Q: 3 clusters Score -4972187 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19144 members 
Mstep: Class 2 contains 5938 members 
Entering Unmasked Estep 
Score: -4972193.500000 Penalty: 5024.433105
	Iteration 29Q: 3 clusters Score -4972194 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19167 members 
Mstep: Class 2 contains 5915 members 
Entering Unmasked Estep 
Score: -4972208.500000 Penalty: 5024.433105
	Iteration 30Q: 3 clusters Score -4972208 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19207 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -4972221.000000 Penalty: 5024.433105
	Iteration 31Q: 3 clusters Score -4972221 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19244 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -4972229.000000 Penalty: 5024.433105
	Iteration 32Q: 3 clusters Score -4972229 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19275 members 
Mstep: Class 2 contains 5807 members 
Entering Unmasked Estep 
Score: -4972248.000000 Penalty: 5024.433105
	Iteration 33Q: 3 clusters Score -4972248 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19307 members 
Mstep: Class 2 contains 5775 members 
Entering Unmasked Estep 
Score: -4972273.000000 Penalty: 5024.433105
	Iteration 34Q: 3 clusters Score -4972273 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 5750 members 
Entering Unmasked Estep 
Score: -4972293.500000 Penalty: 5024.433105
	Iteration 35Q: 3 clusters Score -4972294 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19357 members 
Mstep: Class 2 contains 5725 members 
Entering Unmasked Estep 
Score: -4972288.500000 Penalty: 5024.433105
	Iteration 36Q: 3 clusters Score -4972288 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 5700 members 
Entering Unmasked Estep 
Score: -4972297.500000 Penalty: 5024.433105
	Iteration 37Q: 3 clusters Score -4972298 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19420 members 
Mstep: Class 2 contains 5662 members 
Entering Unmasked Estep 
Score: -4972308.000000 Penalty: 5024.433105
	Iteration 38Q: 3 clusters Score -4972308 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19459 members 
Mstep: Class 2 contains 5623 members 
Entering Unmasked Estep 
Score: -4972315.000000 Penalty: 5024.433105
	Iteration 39Q: 3 clusters Score -4972315 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19505 members 
Mstep: Class 2 contains 5577 members 
Entering Unmasked Estep 
Score: -4972324.000000 Penalty: 5024.433105
	Iteration 40F: 3 clusters Score -4972324 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 5520 members 
Entering Unmasked Estep 
Score: -4972333.000000 Penalty: 5024.433105
	Iteration 41Q: 3 clusters Score -4972333 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 5462 members 
Entering Unmasked Estep 
Score: -4972342.500000 Penalty: 5024.433105
	Iteration 42Q: 3 clusters Score -4972342 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19680 members 
Mstep: Class 2 contains 5402 members 
Entering Unmasked Estep 
Score: -4972348.500000 Penalty: 5024.433105
	Iteration 43Q: 3 clusters Score -4972348 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19727 members 
Mstep: Class 2 contains 5355 members 
Entering Unmasked Estep 
Score: -4972376.500000 Penalty: 5024.433105
	Iteration 44Q: 3 clusters Score -4972376 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19773 members 
Mstep: Class 2 contains 5309 members 
Entering Unmasked Estep 
Score: -4972377.000000 Penalty: 5024.433105
	Iteration 45Q: 3 clusters Score -4972377 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19802 members 
Mstep: Class 2 contains 5280 members 
Entering Unmasked Estep 
Score: -4972381.500000 Penalty: 5024.433105
	Iteration 46Q: 3 clusters Score -4972382 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19833 members 
Mstep: Class 2 contains 5249 members 
Entering Unmasked Estep 
Score: -4972384.500000 Penalty: 5024.433105
	Iteration 47Q: 3 clusters Score -4972384 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19869 members 
Mstep: Class 2 contains 5213 members 
Entering Unmasked Estep 
Score: -4972386.000000 Penalty: 5024.433105
	Iteration 48Q: 3 clusters Score -4972386 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19908 members 
Mstep: Class 2 contains 5174 members 
Entering Unmasked Estep 
Score: -4972387.000000 Penalty: 5024.433105
	Iteration 49Q: 3 clusters Score -4972387 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19950 members 
Mstep: Class 2 contains 5132 members 
Entering Unmasked Estep 
Score: -4972393.000000 Penalty: 5024.433105
	Iteration 50Q: 3 clusters Score -4972393 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19980 members 
Mstep: Class 2 contains 5102 members 
Entering Unmasked Estep 
Score: -4972400.000000 Penalty: 5024.433105
	Iteration 51Q: 3 clusters Score -4972400 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20006 members 
Mstep: Class 2 contains 5076 members 
Entering Unmasked Estep 
Score: -4972400.500000 Penalty: 5024.433105
	Iteration 52Q: 3 clusters Score -4972400 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20037 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -4972398.500000 Penalty: 5024.433105
	Iteration 53Q: 3 clusters Score -4972398 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20065 members 
Mstep: Class 2 contains 5017 members 
Entering Unmasked Estep 
Score: -4972401.500000 Penalty: 5024.433105
	Iteration 54Q: 3 clusters Score -4972402 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20090 members 
Mstep: Class 2 contains 4992 members 
Entering Unmasked Estep 
Score: -4972397.000000 Penalty: 5024.433105
	Iteration 55Q: 3 clusters Score -4972397 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 4968 members 
Entering Unmasked Estep 
Score: -4972380.500000 Penalty: 5024.433105
	Iteration 56Q: 3 clusters Score -4972380 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -4972394.500000 Penalty: 5024.433105
	Iteration 57Q: 3 clusters Score -4972394 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 4885 members 
Entering Unmasked Estep 
Score: -4972390.500000 Penalty: 5024.433105
	Iteration 58Q: 3 clusters Score -4972390 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20233 members 
Mstep: Class 2 contains 4849 members 
Entering Unmasked Estep 
Score: -4972399.000000 Penalty: 5024.433105
	Iteration 59Q: 3 clusters Score -4972399 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 4815 members 
Entering Unmasked Estep 
Score: -4972392.500000 Penalty: 5024.433105
	Iteration 60F: 3 clusters Score -4972392 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20294 members 
Mstep: Class 2 contains 4788 members 
Entering Unmasked Estep 
Score: -4972403.000000 Penalty: 5024.433105
	Iteration 61Q: 3 clusters Score -4972403 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20323 members 
Mstep: Class 2 contains 4759 members 
Entering Unmasked Estep 
Score: -4972409.500000 Penalty: 5024.433105
	Iteration 62Q: 3 clusters Score -4972410 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20362 members 
Mstep: Class 2 contains 4720 members 
Entering Unmasked Estep 
Score: -4972413.500000 Penalty: 5024.433105
	Iteration 63Q: 3 clusters Score -4972414 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20401 members 
Mstep: Class 2 contains 4681 members 
Entering Unmasked Estep 
Score: -4972416.500000 Penalty: 5024.433105
	Iteration 64Q: 3 clusters Score -4972416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20433 members 
Mstep: Class 2 contains 4649 members 
Entering Unmasked Estep 
Score: -4972417.000000 Penalty: 5024.433105
	Iteration 65Q: 3 clusters Score -4972417 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20463 members 
Mstep: Class 2 contains 4619 members 
Entering Unmasked Estep 
Score: -4972424.500000 Penalty: 5024.433105
	Iteration 66Q: 3 clusters Score -4972424 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 4595 members 
Entering Unmasked Estep 
Score: -4972418.500000 Penalty: 5024.433105
	Iteration 67Q: 3 clusters Score -4972418 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20511 members 
Mstep: Class 2 contains 4571 members 
Entering Unmasked Estep 
Score: -4972414.500000 Penalty: 5024.433105
	Iteration 68Q: 3 clusters Score -4972414 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 4541 members 
Entering Unmasked Estep 
Score: -4972419.000000 Penalty: 5024.433105
	Iteration 69Q: 3 clusters Score -4972419 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20575 members 
Mstep: Class 2 contains 4507 members 
Entering Unmasked Estep 
Score: -4972434.000000 Penalty: 5024.433105
	Iteration 70Q: 3 clusters Score -4972434 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 4468 members 
Entering Unmasked Estep 
Score: -4972434.000000 Penalty: 5024.433105
	Iteration 71Q: 3 clusters Score -4972434 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20650 members 
Mstep: Class 2 contains 4432 members 
Entering Unmasked Estep 
Score: -4972443.000000 Penalty: 5024.433105
	Iteration 72Q: 3 clusters Score -4972443 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20696 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -4972445.000000 Penalty: 5024.433105
	Iteration 73Q: 3 clusters Score -4972445 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 4337 members 
Entering Unmasked Estep 
Score: -4972474.000000 Penalty: 5024.433105
	Iteration 74Q: 3 clusters Score -4972474 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 4289 members 
Entering Unmasked Estep 
Score: -4972472.500000 Penalty: 5024.433105
	Iteration 75Q: 3 clusters Score -4972472 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20842 members 
Mstep: Class 2 contains 4240 members 
Entering Unmasked Estep 
Score: -4972478.000000 Penalty: 5024.433105
	Iteration 76Q: 3 clusters Score -4972478 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20886 members 
Mstep: Class 2 contains 4196 members 
Entering Unmasked Estep 
Score: -4972481.500000 Penalty: 5024.433105
	Iteration 77Q: 3 clusters Score -4972482 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20919 members 
Mstep: Class 2 contains 4163 members 
Entering Unmasked Estep 
Score: -4972487.000000 Penalty: 5024.433105
	Iteration 78Q: 3 clusters Score -4972487 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20960 members 
Mstep: Class 2 contains 4122 members 
Entering Unmasked Estep 
Score: -4972492.000000 Penalty: 5024.433105
	Iteration 79Q: 3 clusters Score -4972492 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20997 members 
Mstep: Class 2 contains 4085 members 
Entering Unmasked Estep 
Score: -4972498.000000 Penalty: 5024.433105
	Iteration 80F: 3 clusters Score -4972498 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21030 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -4972506.500000 Penalty: 5024.433105
	Iteration 81Q: 3 clusters Score -4972506 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 4014 members 
Entering Unmasked Estep 
Score: -4972510.500000 Penalty: 5024.433105
	Iteration 82Q: 3 clusters Score -4972510 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21092 members 
Mstep: Class 2 contains 3990 members 
Entering Unmasked Estep 
Score: -4972524.500000 Penalty: 5024.433105
	Iteration 83Q: 3 clusters Score -4972524 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 3974 members 
Entering Unmasked Estep 
Score: -4972520.500000 Penalty: 5024.433105
	Iteration 84Q: 3 clusters Score -4972520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 3959 members 
Entering Unmasked Estep 
Score: -4972533.500000 Penalty: 5024.433105
	Iteration 85Q: 3 clusters Score -4972534 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21133 members 
Mstep: Class 2 contains 3949 members 
Entering Unmasked Estep 
Score: -4972537.000000 Penalty: 5024.433105
	Iteration 86Q: 3 clusters Score -4972537 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21141 members 
Mstep: Class 2 contains 3941 members 
Entering Unmasked Estep 
Score: -4972533.000000 Penalty: 5024.433105
	Iteration 87Q: 3 clusters Score -4972533 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21146 members 
Mstep: Class 2 contains 3936 members 
Entering Unmasked Estep 
Score: -4972543.000000 Penalty: 5024.433105
	Iteration 88Q: 3 clusters Score -4972543 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21149 members 
Mstep: Class 2 contains 3933 members 
Entering Unmasked Estep 
Score: -4972541.000000 Penalty: 5024.433105
	Iteration 89Q: 3 clusters Score -4972541 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -4972543.000000 Penalty: 5024.433105
	Iteration 90Q: 3 clusters Score -4972543 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21150 members 
Mstep: Class 2 contains 3932 members 
Entering Unmasked Estep 
Score: -4972543.000000 Penalty: 5024.433105
	Iteration 91F: 3 clusters Score -4972543 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42080 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42080 members 
Entering Unmasked Estep 
Score: -8061614.500000 Penalty: 2640.537109
	Iteration 0F: 2 clusters Score -8061614 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21234 members 
Mstep: Class 2 contains 20846 members 
Entering Unmasked Estep 
Score: -8035618.000000 Penalty: 5281.074219
	Iteration 0F: 3 clusters Score -8035618 nChanged 19362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22746 members 
Mstep: Class 2 contains 19334 members 
Entering Unmasked Estep 
Score: -8046396.500000 Penalty: 5281.074219
	Iteration 1F: 3 clusters Score -8046396 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23529 members 
Mstep: Class 2 contains 18551 members 
Entering Unmasked Estep 
Score: -8047025.500000 Penalty: 5281.074219
	Iteration 2Q: 3 clusters Score -8047026 nChanged 1877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24600 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -8047653.000000 Penalty: 5281.074219
	Iteration 3Q: 3 clusters Score -8047653 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26000 members 
Mstep: Class 2 contains 16080 members 
Entering Unmasked Estep 
Score: -8048373.000000 Penalty: 5281.074219
	Iteration 4Q: 3 clusters Score -8048373 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27823 members 
Mstep: Class 2 contains 14257 members 
Entering Unmasked Estep 
Score: -8049518.000000 Penalty: 5281.074219
	Iteration 5Q: 3 clusters Score -8049518 nChanged 2432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30105 members 
Mstep: Class 2 contains 11975 members 
Entering Unmasked Estep 
Score: -8051020.500000 Penalty: 5281.074219
	Iteration 6F: 3 clusters Score -8051020 nChanged 2587
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32590 members 
Mstep: Class 2 contains 9490 members 
Entering Unmasked Estep 
Score: -8052938.500000 Penalty: 5281.074219
	Iteration 7F: 3 clusters Score -8052938 nChanged 2615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35163 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -8054876.500000 Penalty: 5281.074219
	Iteration 8F: 3 clusters Score -8054876 nChanged 2350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37467 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -8056462.500000 Penalty: 5281.074219
	Iteration 9F: 3 clusters Score -8056462 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39125 members 
Mstep: Class 2 contains 2955 members 
Entering Unmasked Estep 
Score: -8057607.000000 Penalty: 5281.074219
	Iteration 10Q: 3 clusters Score -8057607 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40187 members 
Mstep: Class 2 contains 1893 members 
Entering Unmasked Estep 
Score: -8058262.000000 Penalty: 5281.074219
	Iteration 11Q: 3 clusters Score -8058262 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40824 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8058708.000000 Penalty: 5281.074219
	Iteration 12Q: 3 clusters Score -8058708 nChanged 367
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41165 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -8058961.500000 Penalty: 5281.074219
	Iteration 13Q: 3 clusters Score -8058962 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41345 members 
Mstep: Class 2 contains 735 members 
Entering Unmasked Estep 
Score: -8059136.500000 Penalty: 5281.074219
	Iteration 14Q: 3 clusters Score -8059136 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41453 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -8059204.500000 Penalty: 5281.074219
	Iteration 15Q: 3 clusters Score -8059204 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41513 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -8059275.000000 Penalty: 5281.074219
	Iteration 16Q: 3 clusters Score -8059275 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41559 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -8059294.000000 Penalty: 5281.074219
	Iteration 17Q: 3 clusters Score -8059294 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41579 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -8059329.000000 Penalty: 5281.074219
	Iteration 18Q: 3 clusters Score -8059329 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41592 members 
Mstep: Class 2 contains 488 members 
Entering Unmasked Estep 
Score: -8059348.000000 Penalty: 5281.074219
	Iteration 19Q: 3 clusters Score -8059348 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41600 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -8059371.000000 Penalty: 5281.074219
	Iteration 20F: 3 clusters Score -8059371 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41610 members 
Mstep: Class 2 contains 470 members 
Entering Unmasked Estep 
Score: -8059392.000000 Penalty: 5281.074219
	Iteration 21Q: 3 clusters Score -8059392 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41612 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -8059398.500000 Penalty: 5281.074219
	Iteration 22Q: 3 clusters Score -8059398 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41615 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -8059399.500000 Penalty: 5281.074219
	Iteration 23Q: 3 clusters Score -8059400 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41620 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -8059400.000000 Penalty: 5281.074219
	Iteration 24Q: 3 clusters Score -8059400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41623 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -8059391.500000 Penalty: 5281.074219
	Iteration 25Q: 3 clusters Score -8059392 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41625 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -8059389.500000 Penalty: 5281.074219
	Iteration 26Q: 3 clusters Score -8059390 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8059399.500000 Penalty: 5281.074219
	Iteration 27Q: 3 clusters Score -8059400 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41627 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -8059399.500000 Penalty: 5281.074219
	Iteration 28F: 3 clusters Score -8059400 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -23213.625000 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -23213.62 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 64 members 
Entering Unmasked Estep 
Score: -22292.121094 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -22292.12 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 69 members 
Entering Unmasked Estep 
Score: -22389.472656 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -22389.47 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22396.591797 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -22396.59 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 87 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -22399.583984 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -22399.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22402.314453 Penalty: 2514.176514
	Iteration 4Q: 3 clusters Score -22402.31 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22402.314453 Penalty: 2514.176514
	Iteration 5F: 3 clusters Score -22402.31 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1727 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1727 members 
Entering Unmasked Estep 
Score: -306392.281250 Penalty: 1848.626953
	Iteration 0F: 2 clusters Score -306392.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 886 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -304040.375000 Penalty: 3697.253906
	Iteration 0F: 3 clusters Score -304040.4 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -304828.312500 Penalty: 3697.253906
	Iteration 1F: 3 clusters Score -304828.3 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 1053 members 
Entering Unmasked Estep 
Score: -305386.781250 Penalty: 3697.253906
	Iteration 2F: 3 clusters Score -305386.8 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -305736.968750 Penalty: 3697.253906
	Iteration 3F: 3 clusters Score -305737 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 1135 members 
Entering Unmasked Estep 
Score: -305878.968750 Penalty: 3697.253906
	Iteration 4Q: 3 clusters Score -305879 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -305940.906250 Penalty: 3697.253906
	Iteration 5Q: 3 clusters Score -305940.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 579 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -305982.531250 Penalty: 3697.253906
	Iteration 6Q: 3 clusters Score -305982.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -306011.968750 Penalty: 3697.253906
	Iteration 7Q: 3 clusters Score -306012 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -306028.718750 Penalty: 3697.253906
	Iteration 8Q: 3 clusters Score -306028.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -306047.750000 Penalty: 3697.253906
	Iteration 9Q: 3 clusters Score -306047.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -306057.281250 Penalty: 3697.253906
	Iteration 10Q: 3 clusters Score -306057.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -306068.031250 Penalty: 3697.253906
	Iteration 11Q: 3 clusters Score -306068 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -306071.500000 Penalty: 3697.253906
	Iteration 12Q: 3 clusters Score -306071.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 585 members 
Mstep: Class 2 contains 1142 members 
Entering Unmasked Estep 
Score: -306074.718750 Penalty: 3697.253906
	Iteration 13Q: 3 clusters Score -306074.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -306077.031250 Penalty: 3697.253906
	Iteration 14Q: 3 clusters Score -306077 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -306079.562500 Penalty: 3697.253906
	Iteration 15Q: 3 clusters Score -306079.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -306080.281250 Penalty: 3697.253906
	Iteration 16Q: 3 clusters Score -306080.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 587 members 
Mstep: Class 2 contains 1140 members 
Entering Unmasked Estep 
Score: -306080.281250 Penalty: 3697.253906
	Iteration 17F: 3 clusters Score -306080.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -46410.910156 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -46410.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 166 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -45324.082031 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -45324.08 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -45730.605469 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -45730.61 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46101.238281 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -46101.24 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -46245.683594 Penalty: 2857.977539
	Iteration 3F: 3 clusters Score -46245.68 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46429.453125 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -46429.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -46636.093750 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -46636.09 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46763.488281 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -46763.49 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 152 members 
Mstep: Class 2 contains 166 members 
Entering Unmasked Estep 
Score: -46869.156250 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -46869.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 168 members 
Entering Unmasked Estep 
Score: -46892.085938 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -46892.09 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46911.441406 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -46911.44 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 148 members 
Mstep: Class 2 contains 170 members 
Entering Unmasked Estep 
Score: -46916.320312 Penalty: 2857.977539
	Iteration 10F: 3 clusters Score -46916.32 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 147 members 
Mstep: Class 2 contains 171 members 
Entering Unmasked Estep 
Score: -46955.527344 Penalty: 2857.977539
	Iteration 11Q: 3 clusters Score -46955.53 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 174 members 
Entering Unmasked Estep 
Score: -47093.480469 Penalty: 2857.977539
	Iteration 12Q: 3 clusters Score -47093.48 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 143 members 
Mstep: Class 2 contains 175 members 
Entering Unmasked Estep 
Score: -47155.574219 Penalty: 2857.977539
	Iteration 13Q: 3 clusters Score -47155.57 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47188.531250 Penalty: 2857.977539
	Iteration 14Q: 3 clusters Score -47188.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 141 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -47188.531250 Penalty: 2857.977539
	Iteration 15F: 3 clusters Score -47188.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 32158 members 
Mstep: Class 4 contains 46016 members 
Mstep: Class 5 contains 21847 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42153 members 
Mstep: Class 8 contains 45185 members 
Mstep: Class 9 contains 54015 members 
Mstep: Class 10 contains 17154 members 
Mstep: Class 11 contains 24856 members 
Mstep: Class 12 contains 58990 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14834 members 
Mstep: Class 15 contains 8974 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43724 members 
Mstep: Class 18 contains 5357 members 
Mstep: Class 19 contains 6003 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30365 members 
Mstep: Class 22 contains 42908 members 
Mstep: Class 23 contains 28477 members 
Mstep: Class 24 contains 3001 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41406 members 
Mstep: Class 27 contains 54995 members 
Mstep: Class 28 contains 49107 members 
Mstep: Class 29 contains 4001 members 
Mstep: Class 30 contains 8842 members 
Mstep: Class 31 contains 56056 members 
Mstep: Class 32 contains 25082 members 
Mstep: Class 33 contains 42080 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 141 members 
Mstep: Class 37 contains 46059 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26937 members 
Mstep: Class 40 contains 32507 members 
Mstep: Class 41 contains 22319 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25521 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46269 members 
Mstep: Class 47 contains 22170 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19929 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27463 members 
Mstep: Class 53 contains 177 members 
Entering Unmasked Estep 
Score: -207980304.000000 Penalty: 183036.406250
Splitting cluster 36 changes total score from -207981648.000000 to -207980304.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (46059 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46059 members 
Entering Unmasked Estep 
Score: -8866880.000000 Penalty: 2662.944336
	Iteration 0F: 2 clusters Score -8866880 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -8840113.000000 Penalty: 5325.888672
	Iteration 0F: 3 clusters Score -8840113 nChanged 21186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22924 members 
Mstep: Class 2 contains 23135 members 
Entering Unmasked Estep 
Score: -8851803.000000 Penalty: 5325.888672
	Iteration 1F: 3 clusters Score -8851803 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22964 members 
Mstep: Class 2 contains 23095 members 
Entering Unmasked Estep 
Score: -8852233.000000 Penalty: 5325.888672
	Iteration 2Q: 3 clusters Score -8852233 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23070 members 
Mstep: Class 2 contains 22989 members 
Entering Unmasked Estep 
Score: -8852687.000000 Penalty: 5325.888672
	Iteration 3Q: 3 clusters Score -8852687 nChanged 1541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 22896 members 
Entering Unmasked Estep 
Score: -8853101.000000 Penalty: 5325.888672
	Iteration 4Q: 3 clusters Score -8853101 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23310 members 
Mstep: Class 2 contains 22749 members 
Entering Unmasked Estep 
Score: -8853507.000000 Penalty: 5325.888672
	Iteration 5Q: 3 clusters Score -8853507 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23508 members 
Mstep: Class 2 contains 22551 members 
Entering Unmasked Estep 
Score: -8853883.000000 Penalty: 5325.888672
	Iteration 6Q: 3 clusters Score -8853883 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23823 members 
Mstep: Class 2 contains 22236 members 
Entering Unmasked Estep 
Score: -8854360.000000 Penalty: 5325.888672
	Iteration 7Q: 3 clusters Score -8854360 nChanged 1572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24301 members 
Mstep: Class 2 contains 21758 members 
Entering Unmasked Estep 
Score: -8854942.000000 Penalty: 5325.888672
	Iteration 8Q: 3 clusters Score -8854942 nChanged 1655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24880 members 
Mstep: Class 2 contains 21179 members 
Entering Unmasked Estep 
Score: -8855648.000000 Penalty: 5325.888672
	Iteration 9Q: 3 clusters Score -8855648 nChanged 1814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25530 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -8856554.000000 Penalty: 5325.888672
	Iteration 10Q: 3 clusters Score -8856554 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 19761 members 
Entering Unmasked Estep 
Score: -8857804.000000 Penalty: 5325.888672
	Iteration 11Q: 3 clusters Score -8857804 nChanged 2226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27076 members 
Mstep: Class 2 contains 18983 members 
Entering Unmasked Estep 
Score: -8859318.000000 Penalty: 5325.888672
	Iteration 12Q: 3 clusters Score -8859318 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27649 members 
Mstep: Class 2 contains 18410 members 
Entering Unmasked Estep 
Score: -8860753.000000 Penalty: 5325.888672
	Iteration 13F: 3 clusters Score -8860753 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27913 members 
Mstep: Class 2 contains 18146 members 
Entering Unmasked Estep 
Score: -8861769.000000 Penalty: 5325.888672
	Iteration 14Q: 3 clusters Score -8861769 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -8862291.000000 Penalty: 5325.888672
	Iteration 15Q: 3 clusters Score -8862291 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28097 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -8862632.000000 Penalty: 5325.888672
	Iteration 16Q: 3 clusters Score -8862632 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28085 members 
Mstep: Class 2 contains 17974 members 
Entering Unmasked Estep 
Score: -8862844.000000 Penalty: 5325.888672
	Iteration 17Q: 3 clusters Score -8862844 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28089 members 
Mstep: Class 2 contains 17970 members 
Entering Unmasked Estep 
Score: -8863094.000000 Penalty: 5325.888672
	Iteration 18Q: 3 clusters Score -8863094 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28070 members 
Mstep: Class 2 contains 17989 members 
Entering Unmasked Estep 
Score: -8863374.000000 Penalty: 5325.888672
	Iteration 19Q: 3 clusters Score -8863374 nChanged 755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28039 members 
Mstep: Class 2 contains 18020 members 
Entering Unmasked Estep 
Score: -8863662.000000 Penalty: 5325.888672
	Iteration 20F: 3 clusters Score -8863662 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28008 members 
Mstep: Class 2 contains 18051 members 
Entering Unmasked Estep 
Score: -8863890.000000 Penalty: 5325.888672
	Iteration 21Q: 3 clusters Score -8863890 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27929 members 
Mstep: Class 2 contains 18130 members 
Entering Unmasked Estep 
Score: -8864107.000000 Penalty: 5325.888672
	Iteration 22Q: 3 clusters Score -8864107 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27832 members 
Mstep: Class 2 contains 18227 members 
Entering Unmasked Estep 
Score: -8864362.000000 Penalty: 5325.888672
	Iteration 23Q: 3 clusters Score -8864362 nChanged 742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27704 members 
Mstep: Class 2 contains 18355 members 
Entering Unmasked Estep 
Score: -8864625.000000 Penalty: 5325.888672
	Iteration 24Q: 3 clusters Score -8864625 nChanged 673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27565 members 
Mstep: Class 2 contains 18494 members 
Entering Unmasked Estep 
Score: -8864817.000000 Penalty: 5325.888672
	Iteration 25Q: 3 clusters Score -8864817 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27418 members 
Mstep: Class 2 contains 18641 members 
Entering Unmasked Estep 
Score: -8865024.000000 Penalty: 5325.888672
	Iteration 26Q: 3 clusters Score -8865024 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27253 members 
Mstep: Class 2 contains 18806 members 
Entering Unmasked Estep 
Score: -8865256.000000 Penalty: 5325.888672
	Iteration 27Q: 3 clusters Score -8865256 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27068 members 
Mstep: Class 2 contains 18991 members 
Entering Unmasked Estep 
Score: -8865391.000000 Penalty: 5325.888672
	Iteration 28Q: 3 clusters Score -8865391 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26935 members 
Mstep: Class 2 contains 19124 members 
Entering Unmasked Estep 
Score: -8865564.000000 Penalty: 5325.888672
	Iteration 29Q: 3 clusters Score -8865564 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26880 members 
Mstep: Class 2 contains 19179 members 
Entering Unmasked Estep 
Score: -8865647.000000 Penalty: 5325.888672
	Iteration 30Q: 3 clusters Score -8865647 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26851 members 
Mstep: Class 2 contains 19208 members 
Entering Unmasked Estep 
Score: -8865741.000000 Penalty: 5325.888672
	Iteration 31Q: 3 clusters Score -8865741 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26849 members 
Mstep: Class 2 contains 19210 members 
Entering Unmasked Estep 
Score: -8865779.000000 Penalty: 5325.888672
	Iteration 32Q: 3 clusters Score -8865779 nChanged 304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26833 members 
Mstep: Class 2 contains 19226 members 
Entering Unmasked Estep 
Score: -8865806.000000 Penalty: 5325.888672
	Iteration 33Q: 3 clusters Score -8865806 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26795 members 
Mstep: Class 2 contains 19264 members 
Entering Unmasked Estep 
Score: -8865865.000000 Penalty: 5325.888672
	Iteration 34Q: 3 clusters Score -8865865 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 19314 members 
Entering Unmasked Estep 
Score: -8865909.000000 Penalty: 5325.888672
	Iteration 35Q: 3 clusters Score -8865909 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26692 members 
Mstep: Class 2 contains 19367 members 
Entering Unmasked Estep 
Score: -8865926.000000 Penalty: 5325.888672
	Iteration 36Q: 3 clusters Score -8865926 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26642 members 
Mstep: Class 2 contains 19417 members 
Entering Unmasked Estep 
Score: -8865948.000000 Penalty: 5325.888672
	Iteration 37Q: 3 clusters Score -8865948 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26600 members 
Mstep: Class 2 contains 19459 members 
Entering Unmasked Estep 
Score: -8865955.000000 Penalty: 5325.888672
	Iteration 38Q: 3 clusters Score -8865955 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 19503 members 
Entering Unmasked Estep 
Score: -8865964.000000 Penalty: 5325.888672
	Iteration 39Q: 3 clusters Score -8865964 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26524 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -8865987.000000 Penalty: 5325.888672
	Iteration 40F: 3 clusters Score -8865987 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26486 members 
Mstep: Class 2 contains 19573 members 
Entering Unmasked Estep 
Score: -8866007.000000 Penalty: 5325.888672
	Iteration 41Q: 3 clusters Score -8866007 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26470 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -8866027.000000 Penalty: 5325.888672
	Iteration 42Q: 3 clusters Score -8866027 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26451 members 
Mstep: Class 2 contains 19608 members 
Entering Unmasked Estep 
Score: -8866037.000000 Penalty: 5325.888672
	Iteration 43Q: 3 clusters Score -8866037 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26432 members 
Mstep: Class 2 contains 19627 members 
Entering Unmasked Estep 
Score: -8866032.000000 Penalty: 5325.888672
	Iteration 44Q: 3 clusters Score -8866032 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26412 members 
Mstep: Class 2 contains 19647 members 
Entering Unmasked Estep 
Score: -8866012.000000 Penalty: 5325.888672
	Iteration 45Q: 3 clusters Score -8866012 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 19656 members 
Entering Unmasked Estep 
Score: -8866034.000000 Penalty: 5325.888672
	Iteration 46Q: 3 clusters Score -8866034 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -8866030.000000 Penalty: 5325.888672
	Iteration 47Q: 3 clusters Score -8866030 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26393 members 
Mstep: Class 2 contains 19666 members 
Entering Unmasked Estep 
Score: -8866027.000000 Penalty: 5325.888672
	Iteration 48Q: 3 clusters Score -8866027 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26398 members 
Mstep: Class 2 contains 19661 members 
Entering Unmasked Estep 
Score: -8866035.000000 Penalty: 5325.888672
	Iteration 49Q: 3 clusters Score -8866035 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26391 members 
Mstep: Class 2 contains 19668 members 
Entering Unmasked Estep 
Score: -8866042.000000 Penalty: 5325.888672
	Iteration 50Q: 3 clusters Score -8866042 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26389 members 
Mstep: Class 2 contains 19670 members 
Entering Unmasked Estep 
Score: -8866033.000000 Penalty: 5325.888672
	Iteration 51Q: 3 clusters Score -8866033 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26390 members 
Mstep: Class 2 contains 19669 members 
Entering Unmasked Estep 
Score: -8866014.000000 Penalty: 5325.888672
	Iteration 52Q: 3 clusters Score -8866014 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26394 members 
Mstep: Class 2 contains 19665 members 
Entering Unmasked Estep 
Score: -8866016.000000 Penalty: 5325.888672
	Iteration 53Q: 3 clusters Score -8866016 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26405 members 
Mstep: Class 2 contains 19654 members 
Entering Unmasked Estep 
Score: -8866013.000000 Penalty: 5325.888672
	Iteration 54Q: 3 clusters Score -8866013 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26411 members 
Mstep: Class 2 contains 19648 members 
Entering Unmasked Estep 
Score: -8866010.000000 Penalty: 5325.888672
	Iteration 55Q: 3 clusters Score -8866010 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -8866013.000000 Penalty: 5325.888672
	Iteration 56Q: 3 clusters Score -8866013 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26413 members 
Mstep: Class 2 contains 19646 members 
Entering Unmasked Estep 
Score: -8866013.000000 Penalty: 5325.888672
	Iteration 57F: 3 clusters Score -8866013 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -205043.125000 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -205043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -203082.921875 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -203082.9 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -203374.937500 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -203374.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -203443.359375 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -203443.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -203481.500000 Penalty: 3463.500000
	Iteration 3Q: 3 clusters Score -203481.5 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -203508.828125 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -203508.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -203538.718750 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -203538.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -203560.171875 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -203560.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 548 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -203573.750000 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -203573.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -203577.343750 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -203577.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -203581.281250 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -203581.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 545 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -203583.562500 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -203583.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -203587.093750 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -203587.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -203589.578125 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -203589.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -203590.515625 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -203590.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -203590.515625 Penalty: 3463.500000
	Iteration 14F: 3 clusters Score -203590.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (26937 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26937 members 
Entering Unmasked Estep 
Score: -5398443.500000 Penalty: 2529.911377
	Iteration 0F: 2 clusters Score -5398444 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 13566 members 
Entering Unmasked Estep 
Score: -5380805.000000 Penalty: 5059.822754
	Iteration 0F: 3 clusters Score -5380805 nChanged 12019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13180 members 
Mstep: Class 2 contains 13757 members 
Entering Unmasked Estep 
Score: -5387012.500000 Penalty: 5059.822754
	Iteration 1F: 3 clusters Score -5387012 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13192 members 
Mstep: Class 2 contains 13745 members 
Entering Unmasked Estep 
Score: -5387406.500000 Penalty: 5059.822754
	Iteration 2Q: 3 clusters Score -5387406 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 13731 members 
Entering Unmasked Estep 
Score: -5387722.500000 Penalty: 5059.822754
	Iteration 3Q: 3 clusters Score -5387722 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13193 members 
Mstep: Class 2 contains 13744 members 
Entering Unmasked Estep 
Score: -5388030.500000 Penalty: 5059.822754
	Iteration 4Q: 3 clusters Score -5388030 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13161 members 
Mstep: Class 2 contains 13776 members 
Entering Unmasked Estep 
Score: -5388330.000000 Penalty: 5059.822754
	Iteration 5Q: 3 clusters Score -5388330 nChanged 952
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13069 members 
Mstep: Class 2 contains 13868 members 
Entering Unmasked Estep 
Score: -5388699.500000 Penalty: 5059.822754
	Iteration 6Q: 3 clusters Score -5388700 nChanged 927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12946 members 
Mstep: Class 2 contains 13991 members 
Entering Unmasked Estep 
Score: -5388971.000000 Penalty: 5059.822754
	Iteration 7Q: 3 clusters Score -5388971 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 14192 members 
Entering Unmasked Estep 
Score: -5389289.000000 Penalty: 5059.822754
	Iteration 8Q: 3 clusters Score -5389289 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12399 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -5389667.000000 Penalty: 5059.822754
	Iteration 9Q: 3 clusters Score -5389667 nChanged 1005
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11906 members 
Mstep: Class 2 contains 15031 members 
Entering Unmasked Estep 
Score: -5390095.000000 Penalty: 5059.822754
	Iteration 10Q: 3 clusters Score -5390095 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11229 members 
Mstep: Class 2 contains 15708 members 
Entering Unmasked Estep 
Score: -5390498.500000 Penalty: 5059.822754
	Iteration 11Q: 3 clusters Score -5390498 nChanged 933
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10460 members 
Mstep: Class 2 contains 16477 members 
Entering Unmasked Estep 
Score: -5390935.000000 Penalty: 5059.822754
	Iteration 12Q: 3 clusters Score -5390935 nChanged 1036
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9560 members 
Mstep: Class 2 contains 17377 members 
Entering Unmasked Estep 
Score: -5391414.000000 Penalty: 5059.822754
	Iteration 13Q: 3 clusters Score -5391414 nChanged 1093
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8523 members 
Mstep: Class 2 contains 18414 members 
Entering Unmasked Estep 
Score: -5392079.000000 Penalty: 5059.822754
	Iteration 14Q: 3 clusters Score -5392079 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7380 members 
Mstep: Class 2 contains 19557 members 
Entering Unmasked Estep 
Score: -5392822.000000 Penalty: 5059.822754
	Iteration 15Q: 3 clusters Score -5392822 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6272 members 
Mstep: Class 2 contains 20665 members 
Entering Unmasked Estep 
Score: -5393556.500000 Penalty: 5059.822754
	Iteration 16Q: 3 clusters Score -5393556 nChanged 1097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Mstep: Class 2 contains 21734 members 
Entering Unmasked Estep 
Score: -5394252.500000 Penalty: 5059.822754
	Iteration 17Q: 3 clusters Score -5394252 nChanged 993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4220 members 
Mstep: Class 2 contains 22717 members 
Entering Unmasked Estep 
Score: -5394871.000000 Penalty: 5059.822754
	Iteration 18Q: 3 clusters Score -5394871 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3413 members 
Mstep: Class 2 contains 23524 members 
Entering Unmasked Estep 
Score: -5395323.500000 Penalty: 5059.822754
	Iteration 19Q: 3 clusters Score -5395324 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2824 members 
Mstep: Class 2 contains 24113 members 
Entering Unmasked Estep 
Score: -5395633.500000 Penalty: 5059.822754
	Iteration 20F: 3 clusters Score -5395634 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2382 members 
Mstep: Class 2 contains 24555 members 
Entering Unmasked Estep 
Score: -5395834.000000 Penalty: 5059.822754
	Iteration 21Q: 3 clusters Score -5395834 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2061 members 
Mstep: Class 2 contains 24876 members 
Entering Unmasked Estep 
Score: -5395978.500000 Penalty: 5059.822754
	Iteration 22Q: 3 clusters Score -5395978 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1800 members 
Mstep: Class 2 contains 25137 members 
Entering Unmasked Estep 
Score: -5396096.500000 Penalty: 5059.822754
	Iteration 23Q: 3 clusters Score -5396096 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1626 members 
Mstep: Class 2 contains 25311 members 
Entering Unmasked Estep 
Score: -5396210.000000 Penalty: 5059.822754
	Iteration 24Q: 3 clusters Score -5396210 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1489 members 
Mstep: Class 2 contains 25448 members 
Entering Unmasked Estep 
Score: -5396281.000000 Penalty: 5059.822754
	Iteration 25Q: 3 clusters Score -5396281 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -5396343.500000 Penalty: 5059.822754
	Iteration 26Q: 3 clusters Score -5396344 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 25623 members 
Entering Unmasked Estep 
Score: -5396365.500000 Penalty: 5059.822754
	Iteration 27Q: 3 clusters Score -5396366 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25673 members 
Entering Unmasked Estep 
Score: -5396396.000000 Penalty: 5059.822754
	Iteration 28Q: 3 clusters Score -5396396 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1212 members 
Mstep: Class 2 contains 25725 members 
Entering Unmasked Estep 
Score: -5396417.500000 Penalty: 5059.822754
	Iteration 29Q: 3 clusters Score -5396418 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1176 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -5396443.500000 Penalty: 5059.822754
	Iteration 30Q: 3 clusters Score -5396444 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 25792 members 
Entering Unmasked Estep 
Score: -5396460.500000 Penalty: 5059.822754
	Iteration 31Q: 3 clusters Score -5396460 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -5396461.500000 Penalty: 5059.822754
	Iteration 32Q: 3 clusters Score -5396462 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 25844 members 
Entering Unmasked Estep 
Score: -5396479.500000 Penalty: 5059.822754
	Iteration 33Q: 3 clusters Score -5396480 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 25865 members 
Entering Unmasked Estep 
Score: -5396490.500000 Penalty: 5059.822754
	Iteration 34Q: 3 clusters Score -5396490 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 25880 members 
Entering Unmasked Estep 
Score: -5396494.000000 Penalty: 5059.822754
	Iteration 35Q: 3 clusters Score -5396494 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1043 members 
Mstep: Class 2 contains 25894 members 
Entering Unmasked Estep 
Score: -5396503.500000 Penalty: 5059.822754
	Iteration 36Q: 3 clusters Score -5396504 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1032 members 
Mstep: Class 2 contains 25905 members 
Entering Unmasked Estep 
Score: -5396510.000000 Penalty: 5059.822754
	Iteration 37Q: 3 clusters Score -5396510 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1028 members 
Mstep: Class 2 contains 25909 members 
Entering Unmasked Estep 
Score: -5396508.500000 Penalty: 5059.822754
	Iteration 38Q: 3 clusters Score -5396508 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 25915 members 
Entering Unmasked Estep 
Score: -5396509.500000 Penalty: 5059.822754
	Iteration 39Q: 3 clusters Score -5396510 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 25922 members 
Entering Unmasked Estep 
Score: -5396513.500000 Penalty: 5059.822754
	Iteration 40F: 3 clusters Score -5396514 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1009 members 
Mstep: Class 2 contains 25928 members 
Entering Unmasked Estep 
Score: -5396511.500000 Penalty: 5059.822754
	Iteration 41Q: 3 clusters Score -5396512 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1004 members 
Mstep: Class 2 contains 25933 members 
Entering Unmasked Estep 
Score: -5396512.500000 Penalty: 5059.822754
	Iteration 42Q: 3 clusters Score -5396512 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 25934 members 
Entering Unmasked Estep 
Score: -5396511.000000 Penalty: 5059.822754
	Iteration 43Q: 3 clusters Score -5396511 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 25935 members 
Entering Unmasked Estep 
Score: -5396515.500000 Penalty: 5059.822754
	Iteration 44Q: 3 clusters Score -5396516 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 25936 members 
Entering Unmasked Estep 
Score: -5396521.500000 Penalty: 5059.822754
	Iteration 45Q: 3 clusters Score -5396522 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -5396518.000000 Penalty: 5059.822754
	Iteration 46Q: 3 clusters Score -5396518 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 999 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -5396518.000000 Penalty: 5059.822754
	Iteration 47F: 3 clusters Score -5396518 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (32507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32507 members 
Entering Unmasked Estep 
Score: -6503439.500000 Penalty: 2576.524170
	Iteration 0F: 2 clusters Score -6503440 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -6483642.500000 Penalty: 5153.048340
	Iteration 0F: 3 clusters Score -6483642 nChanged 14762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 16260 members 
Entering Unmasked Estep 
Score: -6491523.500000 Penalty: 5153.048340
	Iteration 1F: 3 clusters Score -6491524 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16299 members 
Mstep: Class 2 contains 16208 members 
Entering Unmasked Estep 
Score: -6491963.000000 Penalty: 5153.048340
	Iteration 2Q: 3 clusters Score -6491963 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16325 members 
Mstep: Class 2 contains 16182 members 
Entering Unmasked Estep 
Score: -6492319.500000 Penalty: 5153.048340
	Iteration 3Q: 3 clusters Score -6492320 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16351 members 
Mstep: Class 2 contains 16156 members 
Entering Unmasked Estep 
Score: -6492616.000000 Penalty: 5153.048340
	Iteration 4Q: 3 clusters Score -6492616 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16438 members 
Mstep: Class 2 contains 16069 members 
Entering Unmasked Estep 
Score: -6492943.000000 Penalty: 5153.048340
	Iteration 5Q: 3 clusters Score -6492943 nChanged 1020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16490 members 
Mstep: Class 2 contains 16017 members 
Entering Unmasked Estep 
Score: -6493232.000000 Penalty: 5153.048340
	Iteration 6Q: 3 clusters Score -6493232 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16618 members 
Mstep: Class 2 contains 15889 members 
Entering Unmasked Estep 
Score: -6493487.500000 Penalty: 5153.048340
	Iteration 7Q: 3 clusters Score -6493488 nChanged 973
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16809 members 
Mstep: Class 2 contains 15698 members 
Entering Unmasked Estep 
Score: -6493806.500000 Penalty: 5153.048340
	Iteration 8Q: 3 clusters Score -6493806 nChanged 996
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17085 members 
Mstep: Class 2 contains 15422 members 
Entering Unmasked Estep 
Score: -6494139.500000 Penalty: 5153.048340
	Iteration 9Q: 3 clusters Score -6494140 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17481 members 
Mstep: Class 2 contains 15026 members 
Entering Unmasked Estep 
Score: -6494499.000000 Penalty: 5153.048340
	Iteration 10Q: 3 clusters Score -6494499 nChanged 1050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 14526 members 
Entering Unmasked Estep 
Score: -6494894.000000 Penalty: 5153.048340
	Iteration 11Q: 3 clusters Score -6494894 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18703 members 
Mstep: Class 2 contains 13804 members 
Entering Unmasked Estep 
Score: -6495405.000000 Penalty: 5153.048340
	Iteration 12Q: 3 clusters Score -6495405 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19612 members 
Mstep: Class 2 contains 12895 members 
Entering Unmasked Estep 
Score: -6495973.000000 Penalty: 5153.048340
	Iteration 13Q: 3 clusters Score -6495973 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20745 members 
Mstep: Class 2 contains 11762 members 
Entering Unmasked Estep 
Score: -6496676.000000 Penalty: 5153.048340
	Iteration 14Q: 3 clusters Score -6496676 nChanged 1463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22102 members 
Mstep: Class 2 contains 10405 members 
Entering Unmasked Estep 
Score: -6497548.000000 Penalty: 5153.048340
	Iteration 15Q: 3 clusters Score -6497548 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23566 members 
Mstep: Class 2 contains 8941 members 
Entering Unmasked Estep 
Score: -6498422.000000 Penalty: 5153.048340
	Iteration 16Q: 3 clusters Score -6498422 nChanged 1473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 7518 members 
Entering Unmasked Estep 
Score: -6499236.500000 Penalty: 5153.048340
	Iteration 17Q: 3 clusters Score -6499236 nChanged 1303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 6247 members 
Entering Unmasked Estep 
Score: -6499968.000000 Penalty: 5153.048340
	Iteration 18Q: 3 clusters Score -6499968 nChanged 1124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27356 members 
Mstep: Class 2 contains 5151 members 
Entering Unmasked Estep 
Score: -6500514.000000 Penalty: 5153.048340
	Iteration 19Q: 3 clusters Score -6500514 nChanged 894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28232 members 
Mstep: Class 2 contains 4275 members 
Entering Unmasked Estep 
Score: -6500948.500000 Penalty: 5153.048340
	Iteration 20F: 3 clusters Score -6500948 nChanged 741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28955 members 
Mstep: Class 2 contains 3552 members 
Entering Unmasked Estep 
Score: -6501209.500000 Penalty: 5153.048340
	Iteration 21Q: 3 clusters Score -6501210 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29500 members 
Mstep: Class 2 contains 3007 members 
Entering Unmasked Estep 
Score: -6501403.000000 Penalty: 5153.048340
	Iteration 22Q: 3 clusters Score -6501403 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29891 members 
Mstep: Class 2 contains 2616 members 
Entering Unmasked Estep 
Score: -6501522.500000 Penalty: 5153.048340
	Iteration 23Q: 3 clusters Score -6501522 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30191 members 
Mstep: Class 2 contains 2316 members 
Entering Unmasked Estep 
Score: -6501636.000000 Penalty: 5153.048340
	Iteration 24Q: 3 clusters Score -6501636 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30397 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -6501697.500000 Penalty: 5153.048340
	Iteration 25Q: 3 clusters Score -6501698 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30554 members 
Mstep: Class 2 contains 1953 members 
Entering Unmasked Estep 
Score: -6501746.000000 Penalty: 5153.048340
	Iteration 26Q: 3 clusters Score -6501746 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30672 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -6501772.500000 Penalty: 5153.048340
	Iteration 27Q: 3 clusters Score -6501772 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30782 members 
Mstep: Class 2 contains 1725 members 
Entering Unmasked Estep 
Score: -6501782.500000 Penalty: 5153.048340
	Iteration 28Q: 3 clusters Score -6501782 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30873 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -6501818.500000 Penalty: 5153.048340
	Iteration 29Q: 3 clusters Score -6501818 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30946 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -6501849.500000 Penalty: 5153.048340
	Iteration 30Q: 3 clusters Score -6501850 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31000 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -6501851.000000 Penalty: 5153.048340
	Iteration 31Q: 3 clusters Score -6501851 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31050 members 
Mstep: Class 2 contains 1457 members 
Entering Unmasked Estep 
Score: -6501868.000000 Penalty: 5153.048340
	Iteration 32Q: 3 clusters Score -6501868 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31093 members 
Mstep: Class 2 contains 1414 members 
Entering Unmasked Estep 
Score: -6501880.500000 Penalty: 5153.048340
	Iteration 33Q: 3 clusters Score -6501880 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31127 members 
Mstep: Class 2 contains 1380 members 
Entering Unmasked Estep 
Score: -6501878.500000 Penalty: 5153.048340
	Iteration 34Q: 3 clusters Score -6501878 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31158 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -6501888.000000 Penalty: 5153.048340
	Iteration 35Q: 3 clusters Score -6501888 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31182 members 
Mstep: Class 2 contains 1325 members 
Entering Unmasked Estep 
Score: -6501902.000000 Penalty: 5153.048340
	Iteration 36Q: 3 clusters Score -6501902 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31201 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -6501910.000000 Penalty: 5153.048340
	Iteration 37Q: 3 clusters Score -6501910 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31220 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -6501915.000000 Penalty: 5153.048340
	Iteration 38Q: 3 clusters Score -6501915 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31235 members 
Mstep: Class 2 contains 1272 members 
Entering Unmasked Estep 
Score: -6501920.000000 Penalty: 5153.048340
	Iteration 39Q: 3 clusters Score -6501920 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31248 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -6501920.500000 Penalty: 5153.048340
	Iteration 40F: 3 clusters Score -6501920 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -6501921.500000 Penalty: 5153.048340
	Iteration 41Q: 3 clusters Score -6501922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31267 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -6501914.000000 Penalty: 5153.048340
	Iteration 42Q: 3 clusters Score -6501914 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31273 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -6501923.000000 Penalty: 5153.048340
	Iteration 43Q: 3 clusters Score -6501923 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6501921.500000 Penalty: 5153.048340
	Iteration 44Q: 3 clusters Score -6501922 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31276 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -6501928.500000 Penalty: 5153.048340
	Iteration 45Q: 3 clusters Score -6501928 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31277 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -6501930.500000 Penalty: 5153.048340
	Iteration 46Q: 3 clusters Score -6501930 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31282 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -6501928.000000 Penalty: 5153.048340
	Iteration 47Q: 3 clusters Score -6501928 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31283 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -6501927.000000 Penalty: 5153.048340
	Iteration 48Q: 3 clusters Score -6501927 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31285 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -6501927.500000 Penalty: 5153.048340
	Iteration 49Q: 3 clusters Score -6501928 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31287 members 
Mstep: Class 2 contains 1220 members 
Entering Unmasked Estep 
Score: -6501923.500000 Penalty: 5153.048340
	Iteration 50Q: 3 clusters Score -6501924 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -6501921.000000 Penalty: 5153.048340
	Iteration 51Q: 3 clusters Score -6501921 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31296 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -6501927.500000 Penalty: 5153.048340
	Iteration 52Q: 3 clusters Score -6501928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31301 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -6501927.500000 Penalty: 5153.048340
	Iteration 53Q: 3 clusters Score -6501928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31306 members 
Mstep: Class 2 contains 1201 members 
Entering Unmasked Estep 
Score: -6501927.500000 Penalty: 5153.048340
	Iteration 54Q: 3 clusters Score -6501928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31309 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -6501935.500000 Penalty: 5153.048340
	Iteration 55Q: 3 clusters Score -6501936 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31311 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -6501929.000000 Penalty: 5153.048340
	Iteration 56Q: 3 clusters Score -6501929 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31313 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -6501930.500000 Penalty: 5153.048340
	Iteration 57Q: 3 clusters Score -6501930 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Mstep: Class 2 contains 1193 members 
Entering Unmasked Estep 
Score: -6501927.500000 Penalty: 5153.048340
	Iteration 58Q: 3 clusters Score -6501928 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6501931.000000 Penalty: 5153.048340
	Iteration 59Q: 3 clusters Score -6501931 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6501933.000000 Penalty: 5153.048340
	Iteration 60F: 3 clusters Score -6501933 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31318 members 
Mstep: Class 2 contains 1189 members 
Entering Unmasked Estep 
Score: -6501939.500000 Penalty: 5153.048340
	Iteration 61Q: 3 clusters Score -6501940 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6501941.500000 Penalty: 5153.048340
	Iteration 62Q: 3 clusters Score -6501942 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31319 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -6501941.500000 Penalty: 5153.048340
	Iteration 63F: 3 clusters Score -6501942 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (22319 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22319 members 
Entering Unmasked Estep 
Score: -4125407.500000 Penalty: 2483.271973
	Iteration 0F: 2 clusters Score -4125408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11228 members 
Mstep: Class 2 contains 11091 members 
Entering Unmasked Estep 
Score: -4109880.500000 Penalty: 4966.543945
	Iteration 0F: 3 clusters Score -4109880 nChanged 9892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11600 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -4115153.250000 Penalty: 4966.543945
	Iteration 1F: 3 clusters Score -4115153 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11884 members 
Mstep: Class 2 contains 10435 members 
Entering Unmasked Estep 
Score: -4115664.500000 Penalty: 4966.543945
	Iteration 2F: 3 clusters Score -4115664 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12184 members 
Mstep: Class 2 contains 10135 members 
Entering Unmasked Estep 
Score: -4116150.500000 Penalty: 4966.543945
	Iteration 3Q: 3 clusters Score -4116150 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12530 members 
Mstep: Class 2 contains 9789 members 
Entering Unmasked Estep 
Score: -4116612.000000 Penalty: 4966.543945
	Iteration 4Q: 3 clusters Score -4116612 nChanged 991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12913 members 
Mstep: Class 2 contains 9406 members 
Entering Unmasked Estep 
Score: -4117132.000000 Penalty: 4966.543945
	Iteration 5Q: 3 clusters Score -4117132 nChanged 1129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13442 members 
Mstep: Class 2 contains 8877 members 
Entering Unmasked Estep 
Score: -4117710.000000 Penalty: 4966.543945
	Iteration 6F: 3 clusters Score -4117710 nChanged 1145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 8206 members 
Entering Unmasked Estep 
Score: -4118347.750000 Penalty: 4966.543945
	Iteration 7F: 3 clusters Score -4118348 nChanged 1162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14899 members 
Mstep: Class 2 contains 7420 members 
Entering Unmasked Estep 
Score: -4119017.500000 Penalty: 4966.543945
	Iteration 8F: 3 clusters Score -4119018 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15818 members 
Mstep: Class 2 contains 6501 members 
Entering Unmasked Estep 
Score: -4119764.000000 Penalty: 4966.543945
	Iteration 9F: 3 clusters Score -4119764 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16796 members 
Mstep: Class 2 contains 5523 members 
Entering Unmasked Estep 
Score: -4120550.000000 Penalty: 4966.543945
	Iteration 10F: 3 clusters Score -4120550 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17665 members 
Mstep: Class 2 contains 4654 members 
Entering Unmasked Estep 
Score: -4121312.250000 Penalty: 4966.543945
	Iteration 11Q: 3 clusters Score -4121312 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18395 members 
Mstep: Class 2 contains 3924 members 
Entering Unmasked Estep 
Score: -4122053.000000 Penalty: 4966.543945
	Iteration 12Q: 3 clusters Score -4122053 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18979 members 
Mstep: Class 2 contains 3340 members 
Entering Unmasked Estep 
Score: -4122741.750000 Penalty: 4966.543945
	Iteration 13Q: 3 clusters Score -4122742 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19347 members 
Mstep: Class 2 contains 2972 members 
Entering Unmasked Estep 
Score: -4123162.250000 Penalty: 4966.543945
	Iteration 14Q: 3 clusters Score -4123162 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19589 members 
Mstep: Class 2 contains 2730 members 
Entering Unmasked Estep 
Score: -4123402.750000 Penalty: 4966.543945
	Iteration 15Q: 3 clusters Score -4123403 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19762 members 
Mstep: Class 2 contains 2557 members 
Entering Unmasked Estep 
Score: -4123524.000000 Penalty: 4966.543945
	Iteration 16Q: 3 clusters Score -4123524 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19904 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -4123618.250000 Penalty: 4966.543945
	Iteration 17Q: 3 clusters Score -4123618 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20025 members 
Mstep: Class 2 contains 2294 members 
Entering Unmasked Estep 
Score: -4123683.250000 Penalty: 4966.543945
	Iteration 18Q: 3 clusters Score -4123683 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20113 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -4123734.250000 Penalty: 4966.543945
	Iteration 19Q: 3 clusters Score -4123734 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20187 members 
Mstep: Class 2 contains 2132 members 
Entering Unmasked Estep 
Score: -4123768.250000 Penalty: 4966.543945
	Iteration 20F: 3 clusters Score -4123768 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -4123799.000000 Penalty: 4966.543945
	Iteration 21Q: 3 clusters Score -4123799 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20287 members 
Mstep: Class 2 contains 2032 members 
Entering Unmasked Estep 
Score: -4123818.000000 Penalty: 4966.543945
	Iteration 22Q: 3 clusters Score -4123818 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20322 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -4123838.750000 Penalty: 4966.543945
	Iteration 23Q: 3 clusters Score -4123839 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20350 members 
Mstep: Class 2 contains 1969 members 
Entering Unmasked Estep 
Score: -4123842.000000 Penalty: 4966.543945
	Iteration 24Q: 3 clusters Score -4123842 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20374 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -4123847.250000 Penalty: 4966.543945
	Iteration 25Q: 3 clusters Score -4123847 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20395 members 
Mstep: Class 2 contains 1924 members 
Entering Unmasked Estep 
Score: -4123854.000000 Penalty: 4966.543945
	Iteration 26Q: 3 clusters Score -4123854 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20410 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -4123858.750000 Penalty: 4966.543945
	Iteration 27Q: 3 clusters Score -4123859 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20427 members 
Mstep: Class 2 contains 1892 members 
Entering Unmasked Estep 
Score: -4123869.750000 Penalty: 4966.543945
	Iteration 28Q: 3 clusters Score -4123870 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20450 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -4123871.000000 Penalty: 4966.543945
	Iteration 29Q: 3 clusters Score -4123871 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20469 members 
Mstep: Class 2 contains 1850 members 
Entering Unmasked Estep 
Score: -4123887.250000 Penalty: 4966.543945
	Iteration 30Q: 3 clusters Score -4123887 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20487 members 
Mstep: Class 2 contains 1832 members 
Entering Unmasked Estep 
Score: -4123886.000000 Penalty: 4966.543945
	Iteration 31Q: 3 clusters Score -4123886 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20502 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -4123887.000000 Penalty: 4966.543945
	Iteration 32Q: 3 clusters Score -4123887 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20512 members 
Mstep: Class 2 contains 1807 members 
Entering Unmasked Estep 
Score: -4123886.750000 Penalty: 4966.543945
	Iteration 33Q: 3 clusters Score -4123887 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20520 members 
Mstep: Class 2 contains 1799 members 
Entering Unmasked Estep 
Score: -4123885.250000 Penalty: 4966.543945
	Iteration 34Q: 3 clusters Score -4123885 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20528 members 
Mstep: Class 2 contains 1791 members 
Entering Unmasked Estep 
Score: -4123888.500000 Penalty: 4966.543945
	Iteration 35Q: 3 clusters Score -4123888 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20532 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -4123896.500000 Penalty: 4966.543945
	Iteration 36Q: 3 clusters Score -4123896 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20536 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -4123899.000000 Penalty: 4966.543945
	Iteration 37Q: 3 clusters Score -4123899 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20537 members 
Mstep: Class 2 contains 1782 members 
Entering Unmasked Estep 
Score: -4123897.250000 Penalty: 4966.543945
	Iteration 38Q: 3 clusters Score -4123897 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 1780 members 
Entering Unmasked Estep 
Score: -4123893.750000 Penalty: 4966.543945
	Iteration 39Q: 3 clusters Score -4123894 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -4123898.000000 Penalty: 4966.543945
	Iteration 40F: 3 clusters Score -4123898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20544 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -4123901.000000 Penalty: 4966.543945
	Iteration 41Q: 3 clusters Score -4123901 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20548 members 
Mstep: Class 2 contains 1771 members 
Entering Unmasked Estep 
Score: -4123896.750000 Penalty: 4966.543945
	Iteration 42Q: 3 clusters Score -4123897 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20550 members 
Mstep: Class 2 contains 1769 members 
Entering Unmasked Estep 
Score: -4123897.500000 Penalty: 4966.543945
	Iteration 43Q: 3 clusters Score -4123898 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20553 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -4123896.500000 Penalty: 4966.543945
	Iteration 44Q: 3 clusters Score -4123896 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20556 members 
Mstep: Class 2 contains 1763 members 
Entering Unmasked Estep 
Score: -4123903.000000 Penalty: 4966.543945
	Iteration 45Q: 3 clusters Score -4123903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20561 members 
Mstep: Class 2 contains 1758 members 
Entering Unmasked Estep 
Score: -4123903.000000 Penalty: 4966.543945
	Iteration 46Q: 3 clusters Score -4123903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 1751 members 
Entering Unmasked Estep 
Score: -4123903.000000 Penalty: 4966.543945
	Iteration 47Q: 3 clusters Score -4123903 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20573 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -4123906.250000 Penalty: 4966.543945
	Iteration 48Q: 3 clusters Score -4123906 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20576 members 
Mstep: Class 2 contains 1743 members 
Entering Unmasked Estep 
Score: -4123904.000000 Penalty: 4966.543945
	Iteration 49Q: 3 clusters Score -4123904 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20579 members 
Mstep: Class 2 contains 1740 members 
Entering Unmasked Estep 
Score: -4123902.250000 Penalty: 4966.543945
	Iteration 50Q: 3 clusters Score -4123902 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -4123907.000000 Penalty: 4966.543945
	Iteration 51Q: 3 clusters Score -4123907 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20585 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -4123907.250000 Penalty: 4966.543945
	Iteration 52Q: 3 clusters Score -4123907 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4123908.750000 Penalty: 4966.543945
	Iteration 53Q: 3 clusters Score -4123909 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20586 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -4123908.750000 Penalty: 4966.543945
	Iteration 54F: 3 clusters Score -4123909 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -11794.523438 Penalty: 1172.392212
	Iteration 0F: 2 clusters Score -11794.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11160.083008 Penalty: 2344.784424
	Iteration 0F: 3 clusters Score -11160.08 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -11200.691406 Penalty: 2344.784424
	Iteration 1F: 3 clusters Score -11200.69 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -11209.416016 Penalty: 2344.784424
	Iteration 2Q: 3 clusters Score -11209.42 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -11228.148438 Penalty: 2344.784424
	Iteration 3Q: 3 clusters Score -11228.15 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -11269.133789 Penalty: 2344.784424
	Iteration 4Q: 3 clusters Score -11269.13 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -11315.458008 Penalty: 2344.784424
	Iteration 5Q: 3 clusters Score -11315.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11366.499023 Penalty: 2344.784424
	Iteration 6Q: 3 clusters Score -11366.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -11366.499023 Penalty: 2344.784424
	Iteration 7F: 3 clusters Score -11366.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25521 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25521 members 
Entering Unmasked Estep 
Score: -4874441.500000 Penalty: 2516.519775
	Iteration 0F: 2 clusters Score -4874442 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12902 members 
Mstep: Class 2 contains 12619 members 
Entering Unmasked Estep 
Score: -4856764.000000 Penalty: 5033.039551
	Iteration 0F: 3 clusters Score -4856764 nChanged 11360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13580 members 
Mstep: Class 2 contains 11941 members 
Entering Unmasked Estep 
Score: -4862957.000000 Penalty: 5033.039551
	Iteration 1F: 3 clusters Score -4862957 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14054 members 
Mstep: Class 2 contains 11467 members 
Entering Unmasked Estep 
Score: -4863391.000000 Penalty: 5033.039551
	Iteration 2F: 3 clusters Score -4863391 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14690 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -4863841.500000 Penalty: 5033.039551
	Iteration 3Q: 3 clusters Score -4863842 nChanged 1133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 9982 members 
Entering Unmasked Estep 
Score: -4864272.000000 Penalty: 5033.039551
	Iteration 4Q: 3 clusters Score -4864272 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -4864917.500000 Penalty: 5033.039551
	Iteration 5Q: 3 clusters Score -4864918 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 7451 members 
Entering Unmasked Estep 
Score: -4865818.000000 Penalty: 5033.039551
	Iteration 6F: 3 clusters Score -4865818 nChanged 1694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19736 members 
Mstep: Class 2 contains 5785 members 
Entering Unmasked Estep 
Score: -4867039.500000 Penalty: 5033.039551
	Iteration 7F: 3 clusters Score -4867040 nChanged 1810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21536 members 
Mstep: Class 2 contains 3985 members 
Entering Unmasked Estep 
Score: -4868584.500000 Penalty: 5033.039551
	Iteration 8F: 3 clusters Score -4868584 nChanged 1607
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23137 members 
Mstep: Class 2 contains 2384 members 
Entering Unmasked Estep 
Score: -4870028.500000 Penalty: 5033.039551
	Iteration 9F: 3 clusters Score -4870028 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24241 members 
Mstep: Class 2 contains 1280 members 
Entering Unmasked Estep 
Score: -4871056.500000 Penalty: 5033.039551
	Iteration 10Q: 3 clusters Score -4871056 nChanged 619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24854 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -4871644.000000 Penalty: 5033.039551
	Iteration 11Q: 3 clusters Score -4871644 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25106 members 
Mstep: Class 2 contains 415 members 
Entering Unmasked Estep 
Score: -4871911.000000 Penalty: 5033.039551
	Iteration 12Q: 3 clusters Score -4871911 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25206 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -4872019.500000 Penalty: 5033.039551
	Iteration 13Q: 3 clusters Score -4872020 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25241 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -4872076.500000 Penalty: 5033.039551
	Iteration 14Q: 3 clusters Score -4872076 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25264 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -4872120.500000 Penalty: 5033.039551
	Iteration 15Q: 3 clusters Score -4872120 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25281 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -4872152.500000 Penalty: 5033.039551
	Iteration 16Q: 3 clusters Score -4872152 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25291 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -4872167.500000 Penalty: 5033.039551
	Iteration 17Q: 3 clusters Score -4872168 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25296 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4872173.000000 Penalty: 5033.039551
	Iteration 18Q: 3 clusters Score -4872173 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25300 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4872179.500000 Penalty: 5033.039551
	Iteration 19Q: 3 clusters Score -4872180 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25302 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -4872187.500000 Penalty: 5033.039551
	Iteration 20F: 3 clusters Score -4872188 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -4872186.500000 Penalty: 5033.039551
	Iteration 21Q: 3 clusters Score -4872186 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4872186.500000 Penalty: 5033.039551
	Iteration 22Q: 3 clusters Score -4872186 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25304 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -4872190.000000 Penalty: 5033.039551
	Iteration 23Q: 3 clusters Score -4872190 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4872195.500000 Penalty: 5033.039551
	Iteration 24Q: 3 clusters Score -4872196 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25307 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4872195.500000 Penalty: 5033.039551
	Iteration 25F: 3 clusters Score -4872196 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -73280.937500 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -73280.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 222 members 
Entering Unmasked Estep 
Score: -71838.273438 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -71838.27 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72034.265625 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -72034.27 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72082.289062 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -72082.29 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72105.148438 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -72105.15 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 224 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -72111.476562 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -72111.48 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72112.906250 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -72112.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 223 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -72112.906250 Penalty: 3021.289795
	Iteration 6F: 3 clusters Score -72112.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -122666.273438 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -122666.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -120931.187500 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -120931.2 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -121156.132812 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -121156.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -121210.703125 Penalty: 3276.227783
	Iteration 2Q: 3 clusters Score -121210.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -121246.218750 Penalty: 3276.227783
	Iteration 3Q: 3 clusters Score -121246.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 400 members 
Entering Unmasked Estep 
Score: -121268.445312 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -121268.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121278.640625 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -121278.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -121278.640625 Penalty: 3276.227783
	Iteration 6F: 3 clusters Score -121278.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (46269 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46269 members 
Entering Unmasked Estep 
Score: -8920963.000000 Penalty: 2664.072510
	Iteration 0F: 2 clusters Score -8920963 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23077 members 
Mstep: Class 2 contains 23192 members 
Entering Unmasked Estep 
Score: -8894471.000000 Penalty: 5328.145020
	Iteration 0F: 3 clusters Score -8894471 nChanged 21291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22934 members 
Mstep: Class 2 contains 23335 members 
Entering Unmasked Estep 
Score: -8906258.000000 Penalty: 5328.145020
	Iteration 1F: 3 clusters Score -8906258 nChanged 1824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22742 members 
Mstep: Class 2 contains 23527 members 
Entering Unmasked Estep 
Score: -8906784.000000 Penalty: 5328.145020
	Iteration 2Q: 3 clusters Score -8906784 nChanged 1688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22534 members 
Mstep: Class 2 contains 23735 members 
Entering Unmasked Estep 
Score: -8907237.000000 Penalty: 5328.145020
	Iteration 3Q: 3 clusters Score -8907237 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22270 members 
Mstep: Class 2 contains 23999 members 
Entering Unmasked Estep 
Score: -8907686.000000 Penalty: 5328.145020
	Iteration 4Q: 3 clusters Score -8907686 nChanged 1468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21904 members 
Mstep: Class 2 contains 24365 members 
Entering Unmasked Estep 
Score: -8908041.000000 Penalty: 5328.145020
	Iteration 5Q: 3 clusters Score -8908041 nChanged 1522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21318 members 
Mstep: Class 2 contains 24951 members 
Entering Unmasked Estep 
Score: -8908566.000000 Penalty: 5328.145020
	Iteration 6Q: 3 clusters Score -8908566 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20448 members 
Mstep: Class 2 contains 25821 members 
Entering Unmasked Estep 
Score: -8909137.000000 Penalty: 5328.145020
	Iteration 7Q: 3 clusters Score -8909137 nChanged 1687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19253 members 
Mstep: Class 2 contains 27016 members 
Entering Unmasked Estep 
Score: -8909808.000000 Penalty: 5328.145020
	Iteration 8Q: 3 clusters Score -8909808 nChanged 1920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17651 members 
Mstep: Class 2 contains 28618 members 
Entering Unmasked Estep 
Score: -8910736.000000 Penalty: 5328.145020
	Iteration 9Q: 3 clusters Score -8910736 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15626 members 
Mstep: Class 2 contains 30643 members 
Entering Unmasked Estep 
Score: -8911954.000000 Penalty: 5328.145020
	Iteration 10Q: 3 clusters Score -8911954 nChanged 2487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13313 members 
Mstep: Class 2 contains 32956 members 
Entering Unmasked Estep 
Score: -8913416.000000 Penalty: 5328.145020
	Iteration 11F: 3 clusters Score -8913416 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10913 members 
Mstep: Class 2 contains 35356 members 
Entering Unmasked Estep 
Score: -8914818.000000 Penalty: 5328.145020
	Iteration 12F: 3 clusters Score -8914818 nChanged 2374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8637 members 
Mstep: Class 2 contains 37632 members 
Entering Unmasked Estep 
Score: -8916182.000000 Penalty: 5328.145020
	Iteration 13F: 3 clusters Score -8916182 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6724 members 
Mstep: Class 2 contains 39545 members 
Entering Unmasked Estep 
Score: -8917332.000000 Penalty: 5328.145020
	Iteration 14Q: 3 clusters Score -8917332 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5233 members 
Mstep: Class 2 contains 41036 members 
Entering Unmasked Estep 
Score: -8918008.000000 Penalty: 5328.145020
	Iteration 15Q: 3 clusters Score -8918008 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4117 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -8918477.000000 Penalty: 5328.145020
	Iteration 16Q: 3 clusters Score -8918477 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 42944 members 
Entering Unmasked Estep 
Score: -8918772.000000 Penalty: 5328.145020
	Iteration 17Q: 3 clusters Score -8918772 nChanged 610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2769 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -8918920.000000 Penalty: 5328.145020
	Iteration 18Q: 3 clusters Score -8918920 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2381 members 
Mstep: Class 2 contains 43888 members 
Entering Unmasked Estep 
Score: -8919051.000000 Penalty: 5328.145020
	Iteration 19Q: 3 clusters Score -8919051 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -8919154.000000 Penalty: 5328.145020
	Iteration 20F: 3 clusters Score -8919154 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 44389 members 
Entering Unmasked Estep 
Score: -8919246.000000 Penalty: 5328.145020
	Iteration 21Q: 3 clusters Score -8919246 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -8919280.000000 Penalty: 5328.145020
	Iteration 22Q: 3 clusters Score -8919280 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 44649 members 
Entering Unmasked Estep 
Score: -8919360.000000 Penalty: 5328.145020
	Iteration 23Q: 3 clusters Score -8919360 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1532 members 
Mstep: Class 2 contains 44737 members 
Entering Unmasked Estep 
Score: -8919409.000000 Penalty: 5328.145020
	Iteration 24Q: 3 clusters Score -8919409 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1463 members 
Mstep: Class 2 contains 44806 members 
Entering Unmasked Estep 
Score: -8919418.000000 Penalty: 5328.145020
	Iteration 25Q: 3 clusters Score -8919418 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 44851 members 
Entering Unmasked Estep 
Score: -8919454.000000 Penalty: 5328.145020
	Iteration 26Q: 3 clusters Score -8919454 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -8919475.000000 Penalty: 5328.145020
	Iteration 27Q: 3 clusters Score -8919475 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1370 members 
Mstep: Class 2 contains 44899 members 
Entering Unmasked Estep 
Score: -8919493.000000 Penalty: 5328.145020
	Iteration 28Q: 3 clusters Score -8919493 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1343 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8919526.000000 Penalty: 5328.145020
	Iteration 29Q: 3 clusters Score -8919526 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 44951 members 
Entering Unmasked Estep 
Score: -8919528.000000 Penalty: 5328.145020
	Iteration 30Q: 3 clusters Score -8919528 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1301 members 
Mstep: Class 2 contains 44968 members 
Entering Unmasked Estep 
Score: -8919520.000000 Penalty: 5328.145020
	Iteration 31Q: 3 clusters Score -8919520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 44974 members 
Entering Unmasked Estep 
Score: -8919525.000000 Penalty: 5328.145020
	Iteration 32Q: 3 clusters Score -8919525 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 44980 members 
Entering Unmasked Estep 
Score: -8919521.000000 Penalty: 5328.145020
	Iteration 33Q: 3 clusters Score -8919521 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 44981 members 
Entering Unmasked Estep 
Score: -8919531.000000 Penalty: 5328.145020
	Iteration 34Q: 3 clusters Score -8919531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 44983 members 
Entering Unmasked Estep 
Score: -8919535.000000 Penalty: 5328.145020
	Iteration 35Q: 3 clusters Score -8919535 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -8919554.000000 Penalty: 5328.145020
	Iteration 36Q: 3 clusters Score -8919554 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 44987 members 
Entering Unmasked Estep 
Score: -8919560.000000 Penalty: 5328.145020
	Iteration 37Q: 3 clusters Score -8919560 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8919558.000000 Penalty: 5328.145020
	Iteration 38Q: 3 clusters Score -8919558 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1280 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8919556.000000 Penalty: 5328.145020
	Iteration 39Q: 3 clusters Score -8919556 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1277 members 
Mstep: Class 2 contains 44992 members 
Entering Unmasked Estep 
Score: -8919573.000000 Penalty: 5328.145020
	Iteration 40F: 3 clusters Score -8919573 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 45002 members 
Entering Unmasked Estep 
Score: -8919575.000000 Penalty: 5328.145020
	Iteration 41Q: 3 clusters Score -8919575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1261 members 
Mstep: Class 2 contains 45008 members 
Entering Unmasked Estep 
Score: -8919600.000000 Penalty: 5328.145020
	Iteration 42Q: 3 clusters Score -8919600 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 45019 members 
Entering Unmasked Estep 
Score: -8919603.000000 Penalty: 5328.145020
	Iteration 43Q: 3 clusters Score -8919603 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1234 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8919611.000000 Penalty: 5328.145020
	Iteration 44Q: 3 clusters Score -8919611 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1221 members 
Mstep: Class 2 contains 45048 members 
Entering Unmasked Estep 
Score: -8919613.000000 Penalty: 5328.145020
	Iteration 45Q: 3 clusters Score -8919613 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1209 members 
Mstep: Class 2 contains 45060 members 
Entering Unmasked Estep 
Score: -8919610.000000 Penalty: 5328.145020
	Iteration 46Q: 3 clusters Score -8919610 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 45074 members 
Entering Unmasked Estep 
Score: -8919615.000000 Penalty: 5328.145020
	Iteration 47Q: 3 clusters Score -8919615 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 45089 members 
Entering Unmasked Estep 
Score: -8919604.000000 Penalty: 5328.145020
	Iteration 48Q: 3 clusters Score -8919604 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -8919611.000000 Penalty: 5328.145020
	Iteration 49Q: 3 clusters Score -8919611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -8919611.000000 Penalty: 5328.145020
	Iteration 50Q: 3 clusters Score -8919611 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -8919620.000000 Penalty: 5328.145020
	Iteration 51Q: 3 clusters Score -8919620 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -8919618.000000 Penalty: 5328.145020
	Iteration 52Q: 3 clusters Score -8919618 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 45095 members 
Entering Unmasked Estep 
Score: -8919620.000000 Penalty: 5328.145020
	Iteration 53Q: 3 clusters Score -8919620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 45096 members 
Entering Unmasked Estep 
Score: -8919615.000000 Penalty: 5328.145020
	Iteration 54Q: 3 clusters Score -8919615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1171 members 
Mstep: Class 2 contains 45098 members 
Entering Unmasked Estep 
Score: -8919620.000000 Penalty: 5328.145020
	Iteration 55Q: 3 clusters Score -8919620 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -8919614.000000 Penalty: 5328.145020
	Iteration 56Q: 3 clusters Score -8919614 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -8919615.000000 Penalty: 5328.145020
	Iteration 57Q: 3 clusters Score -8919615 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -8919617.000000 Penalty: 5328.145020
	Iteration 58Q: 3 clusters Score -8919617 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 45100 members 
Entering Unmasked Estep 
Score: -8919610.000000 Penalty: 5328.145020
	Iteration 59Q: 3 clusters Score -8919610 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 45103 members 
Entering Unmasked Estep 
Score: -8919617.000000 Penalty: 5328.145020
	Iteration 60F: 3 clusters Score -8919617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -8919613.000000 Penalty: 5328.145020
	Iteration 61Q: 3 clusters Score -8919613 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -8919617.000000 Penalty: 5328.145020
	Iteration 62Q: 3 clusters Score -8919617 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1160 members 
Mstep: Class 2 contains 45109 members 
Entering Unmasked Estep 
Score: -8919610.000000 Penalty: 5328.145020
	Iteration 63Q: 3 clusters Score -8919610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1161 members 
Mstep: Class 2 contains 45108 members 
Entering Unmasked Estep 
Score: -8919615.000000 Penalty: 5328.145020
	Iteration 64Q: 3 clusters Score -8919615 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1162 members 
Mstep: Class 2 contains 45107 members 
Entering Unmasked Estep 
Score: -8919613.000000 Penalty: 5328.145020
	Iteration 65Q: 3 clusters Score -8919613 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -8919620.000000 Penalty: 5328.145020
	Iteration 66Q: 3 clusters Score -8919620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 45105 members 
Entering Unmasked Estep 
Score: -8919620.000000 Penalty: 5328.145020
	Iteration 67Q: 3 clusters Score -8919620 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -8919621.000000 Penalty: 5328.145020
	Iteration 68Q: 3 clusters Score -8919621 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1163 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -8919621.000000 Penalty: 5328.145020
	Iteration 69F: 3 clusters Score -8919621 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (22170 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22170 members 
Entering Unmasked Estep 
Score: -4408714.000000 Penalty: 2481.610840
	Iteration 0F: 2 clusters Score -4408714 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10992 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -4393444.500000 Penalty: 4963.221680
	Iteration 0F: 3 clusters Score -4393444 nChanged 9746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10374 members 
Mstep: Class 2 contains 11796 members 
Entering Unmasked Estep 
Score: -4398678.500000 Penalty: 4963.221680
	Iteration 1F: 3 clusters Score -4398678 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9936 members 
Mstep: Class 2 contains 12234 members 
Entering Unmasked Estep 
Score: -4399067.000000 Penalty: 4963.221680
	Iteration 2F: 3 clusters Score -4399067 nChanged 1043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9341 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -4399451.500000 Penalty: 4963.221680
	Iteration 3Q: 3 clusters Score -4399452 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8627 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -4399815.000000 Penalty: 4963.221680
	Iteration 4Q: 3 clusters Score -4399815 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7705 members 
Mstep: Class 2 contains 14465 members 
Entering Unmasked Estep 
Score: -4400301.500000 Penalty: 4963.221680
	Iteration 5Q: 3 clusters Score -4400302 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6560 members 
Mstep: Class 2 contains 15610 members 
Entering Unmasked Estep 
Score: -4401025.500000 Penalty: 4963.221680
	Iteration 6F: 3 clusters Score -4401026 nChanged 1415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5183 members 
Mstep: Class 2 contains 16987 members 
Entering Unmasked Estep 
Score: -4401966.500000 Penalty: 4963.221680
	Iteration 7F: 3 clusters Score -4401966 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 18450 members 
Entering Unmasked Estep 
Score: -4403111.500000 Penalty: 4963.221680
	Iteration 8F: 3 clusters Score -4403112 nChanged 1292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2432 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4404199.000000 Penalty: 4963.221680
	Iteration 9F: 3 clusters Score -4404199 nChanged 989
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 20723 members 
Entering Unmasked Estep 
Score: -4405068.000000 Penalty: 4963.221680
	Iteration 10Q: 3 clusters Score -4405068 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 21350 members 
Entering Unmasked Estep 
Score: -4405750.000000 Penalty: 4963.221680
	Iteration 11Q: 3 clusters Score -4405750 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 21681 members 
Entering Unmasked Estep 
Score: -4406069.000000 Penalty: 4963.221680
	Iteration 12Q: 3 clusters Score -4406069 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 21826 members 
Entering Unmasked Estep 
Score: -4406258.500000 Penalty: 4963.221680
	Iteration 13Q: 3 clusters Score -4406258 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 21878 members 
Entering Unmasked Estep 
Score: -4406370.000000 Penalty: 4963.221680
	Iteration 14Q: 3 clusters Score -4406370 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 263 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -4406427.500000 Penalty: 4963.221680
	Iteration 15Q: 3 clusters Score -4406428 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 252 members 
Mstep: Class 2 contains 21918 members 
Entering Unmasked Estep 
Score: -4406456.000000 Penalty: 4963.221680
	Iteration 16Q: 3 clusters Score -4406456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -4406469.000000 Penalty: 4963.221680
	Iteration 17Q: 3 clusters Score -4406469 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 21926 members 
Entering Unmasked Estep 
Score: -4406472.500000 Penalty: 4963.221680
	Iteration 18Q: 3 clusters Score -4406472 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 21927 members 
Entering Unmasked Estep 
Score: -4406471.000000 Penalty: 4963.221680
	Iteration 19Q: 3 clusters Score -4406471 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 21929 members 
Entering Unmasked Estep 
Score: -4406474.500000 Penalty: 4963.221680
	Iteration 20F: 3 clusters Score -4406474 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -4406482.500000 Penalty: 4963.221680
	Iteration 21Q: 3 clusters Score -4406482 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -4406483.000000 Penalty: 4963.221680
	Iteration 22Q: 3 clusters Score -4406483 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 21930 members 
Entering Unmasked Estep 
Score: -4406483.000000 Penalty: 4963.221680
	Iteration 23F: 3 clusters Score -4406483 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -21454.580078 Penalty: 1232.513672
	Iteration 0F: 2 clusters Score -21454.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 68 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -20539.634766 Penalty: 2465.027344
	Iteration 0F: 3 clusters Score -20539.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20570.646484 Penalty: 2465.027344
	Iteration 1Q: 3 clusters Score -20570.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20587.230469 Penalty: 2465.027344
	Iteration 2Q: 3 clusters Score -20587.23 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 72 members 
Mstep: Class 2 contains 72 members 
Entering Unmasked Estep 
Score: -20587.230469 Penalty: 2465.027344
	Iteration 3F: 3 clusters Score -20587.23 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (19929 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19929 members 
Entering Unmasked Estep 
Score: -3999851.750000 Penalty: 2455.182861
	Iteration 0F: 2 clusters Score -3999852 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9969 members 
Mstep: Class 2 contains 9960 members 
Entering Unmasked Estep 
Score: -3985893.000000 Penalty: 4910.365723
	Iteration 0F: 3 clusters Score -3985893 nChanged 8791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9934 members 
Mstep: Class 2 contains 9995 members 
Entering Unmasked Estep 
Score: -3990586.250000 Penalty: 4910.365723
	Iteration 1F: 3 clusters Score -3990586 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 9934 members 
Entering Unmasked Estep 
Score: -3990955.500000 Penalty: 4910.365723
	Iteration 2F: 3 clusters Score -3990956 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10134 members 
Mstep: Class 2 contains 9795 members 
Entering Unmasked Estep 
Score: -3991244.000000 Penalty: 4910.365723
	Iteration 3Q: 3 clusters Score -3991244 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10309 members 
Mstep: Class 2 contains 9620 members 
Entering Unmasked Estep 
Score: -3991486.000000 Penalty: 4910.365723
	Iteration 4Q: 3 clusters Score -3991486 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10544 members 
Mstep: Class 2 contains 9385 members 
Entering Unmasked Estep 
Score: -3991667.000000 Penalty: 4910.365723
	Iteration 5Q: 3 clusters Score -3991667 nChanged 598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10834 members 
Mstep: Class 2 contains 9095 members 
Entering Unmasked Estep 
Score: -3991851.500000 Penalty: 4910.365723
	Iteration 6Q: 3 clusters Score -3991852 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11170 members 
Mstep: Class 2 contains 8759 members 
Entering Unmasked Estep 
Score: -3992019.000000 Penalty: 4910.365723
	Iteration 7Q: 3 clusters Score -3992019 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11547 members 
Mstep: Class 2 contains 8382 members 
Entering Unmasked Estep 
Score: -3992189.250000 Penalty: 4910.365723
	Iteration 8Q: 3 clusters Score -3992189 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12019 members 
Mstep: Class 2 contains 7910 members 
Entering Unmasked Estep 
Score: -3992390.750000 Penalty: 4910.365723
	Iteration 9Q: 3 clusters Score -3992391 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12573 members 
Mstep: Class 2 contains 7356 members 
Entering Unmasked Estep 
Score: -3992616.250000 Penalty: 4910.365723
	Iteration 10Q: 3 clusters Score -3992616 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13222 members 
Mstep: Class 2 contains 6707 members 
Entering Unmasked Estep 
Score: -3992906.250000 Penalty: 4910.365723
	Iteration 11Q: 3 clusters Score -3992906 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 5966 members 
Entering Unmasked Estep 
Score: -3993295.500000 Penalty: 4910.365723
	Iteration 12Q: 3 clusters Score -3993296 nChanged 900
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14843 members 
Mstep: Class 2 contains 5086 members 
Entering Unmasked Estep 
Score: -3993786.250000 Penalty: 4910.365723
	Iteration 13Q: 3 clusters Score -3993786 nChanged 941
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 4161 members 
Entering Unmasked Estep 
Score: -3994365.000000 Penalty: 4910.365723
	Iteration 14Q: 3 clusters Score -3994365 nChanged 938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 3235 members 
Entering Unmasked Estep 
Score: -3995044.000000 Penalty: 4910.365723
	Iteration 15Q: 3 clusters Score -3995044 nChanged 866
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17556 members 
Mstep: Class 2 contains 2373 members 
Entering Unmasked Estep 
Score: -3995731.000000 Penalty: 4910.365723
	Iteration 16Q: 3 clusters Score -3995731 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18270 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -3996329.000000 Penalty: 4910.365723
	Iteration 17Q: 3 clusters Score -3996329 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18805 members 
Mstep: Class 2 contains 1124 members 
Entering Unmasked Estep 
Score: -3996857.000000 Penalty: 4910.365723
	Iteration 18Q: 3 clusters Score -3996857 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19143 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -3997167.750000 Penalty: 4910.365723
	Iteration 19Q: 3 clusters Score -3997168 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19325 members 
Mstep: Class 2 contains 604 members 
Entering Unmasked Estep 
Score: -3997356.750000 Penalty: 4910.365723
	Iteration 20F: 3 clusters Score -3997357 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19433 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3997462.000000 Penalty: 4910.365723
	Iteration 21Q: 3 clusters Score -3997462 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19493 members 
Mstep: Class 2 contains 436 members 
Entering Unmasked Estep 
Score: -3997542.250000 Penalty: 4910.365723
	Iteration 22Q: 3 clusters Score -3997542 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -3997592.500000 Penalty: 4910.365723
	Iteration 23Q: 3 clusters Score -3997592 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19554 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -3997615.250000 Penalty: 4910.365723
	Iteration 24Q: 3 clusters Score -3997615 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 363 members 
Entering Unmasked Estep 
Score: -3997639.000000 Penalty: 4910.365723
	Iteration 25Q: 3 clusters Score -3997639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19573 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -3997659.000000 Penalty: 4910.365723
	Iteration 26Q: 3 clusters Score -3997659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19585 members 
Mstep: Class 2 contains 344 members 
Entering Unmasked Estep 
Score: -3997670.750000 Penalty: 4910.365723
	Iteration 27Q: 3 clusters Score -3997671 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19593 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -3997678.750000 Penalty: 4910.365723
	Iteration 28Q: 3 clusters Score -3997679 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19596 members 
Mstep: Class 2 contains 333 members 
Entering Unmasked Estep 
Score: -3997678.000000 Penalty: 4910.365723
	Iteration 29Q: 3 clusters Score -3997678 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19602 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3997683.750000 Penalty: 4910.365723
	Iteration 30Q: 3 clusters Score -3997684 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19600 members 
Mstep: Class 2 contains 329 members 
Entering Unmasked Estep 
Score: -3997687.250000 Penalty: 4910.365723
	Iteration 31Q: 3 clusters Score -3997687 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3997695.000000 Penalty: 4910.365723
	Iteration 32Q: 3 clusters Score -3997695 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19603 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3997695.000000 Penalty: 4910.365723
	Iteration 33F: 3 clusters Score -3997695 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -105210.875000 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -105210.9 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: -103566.437500 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -103566.4 nChanged 141
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: -103775.492188 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -103775.5 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -103876.335938 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -103876.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -103925.398438 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -103925.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -103943.703125 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -103943.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -103954.023438 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -103954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -103954.023438 Penalty: 3200.998047
	Iteration 6F: 3 clusters Score -103954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -50156.011719 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -50156.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 171 members 
Mstep: Class 2 contains 146 members 
Entering Unmasked Estep 
Score: -48839.097656 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -48839.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48953.144531 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -48953.14 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 138 members 
Entering Unmasked Estep 
Score: -48989.921875 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -48989.92 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -49001.339844 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -49001.34 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49005.941406 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -49005.94 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49005.941406 Penalty: 2856.415283
	Iteration 5F: 3 clusters Score -49005.94 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (27463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27463 members 
Entering Unmasked Estep 
Score: -5474336.000000 Penalty: 2534.707764
	Iteration 0F: 2 clusters Score -5474336 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13695 members 
Mstep: Class 2 contains 13768 members 
Entering Unmasked Estep 
Score: -5456307.000000 Penalty: 5069.415527
	Iteration 0F: 3 clusters Score -5456307 nChanged 12338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12849 members 
Mstep: Class 2 contains 14614 members 
Entering Unmasked Estep 
Score: -5462950.000000 Penalty: 5069.415527
	Iteration 1F: 3 clusters Score -5462950 nChanged 1741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11956 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -5463707.500000 Penalty: 5069.415527
	Iteration 2F: 3 clusters Score -5463708 nChanged 1827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10779 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -5464625.000000 Penalty: 5069.415527
	Iteration 3F: 3 clusters Score -5464625 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9382 members 
Mstep: Class 2 contains 18081 members 
Entering Unmasked Estep 
Score: -5465581.500000 Penalty: 5069.415527
	Iteration 4F: 3 clusters Score -5465582 nChanged 1725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 19562 members 
Entering Unmasked Estep 
Score: -5466545.500000 Penalty: 5069.415527
	Iteration 5F: 3 clusters Score -5466546 nChanged 1682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6331 members 
Mstep: Class 2 contains 21132 members 
Entering Unmasked Estep 
Score: -5467503.500000 Penalty: 5069.415527
	Iteration 6F: 3 clusters Score -5467504 nChanged 1615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4766 members 
Mstep: Class 2 contains 22697 members 
Entering Unmasked Estep 
Score: -5468610.500000 Penalty: 5069.415527
	Iteration 7F: 3 clusters Score -5468610 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3282 members 
Mstep: Class 2 contains 24181 members 
Entering Unmasked Estep 
Score: -5469642.000000 Penalty: 5069.415527
	Iteration 8F: 3 clusters Score -5469642 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2090 members 
Mstep: Class 2 contains 25373 members 
Entering Unmasked Estep 
Score: -5470605.500000 Penalty: 5069.415527
	Iteration 9Q: 3 clusters Score -5470606 nChanged 865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1229 members 
Mstep: Class 2 contains 26234 members 
Entering Unmasked Estep 
Score: -5471308.000000 Penalty: 5069.415527
	Iteration 10Q: 3 clusters Score -5471308 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 744 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -5471694.500000 Penalty: 5069.415527
	Iteration 11Q: 3 clusters Score -5471694 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 26942 members 
Entering Unmasked Estep 
Score: -5471877.000000 Penalty: 5069.415527
	Iteration 12Q: 3 clusters Score -5471877 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -5471990.000000 Penalty: 5069.415527
	Iteration 13Q: 3 clusters Score -5471990 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 27109 members 
Entering Unmasked Estep 
Score: -5472038.500000 Penalty: 5069.415527
	Iteration 14Q: 3 clusters Score -5472038 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 320 members 
Mstep: Class 2 contains 27143 members 
Entering Unmasked Estep 
Score: -5472085.500000 Penalty: 5069.415527
	Iteration 15Q: 3 clusters Score -5472086 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 301 members 
Mstep: Class 2 contains 27162 members 
Entering Unmasked Estep 
Score: -5472114.000000 Penalty: 5069.415527
	Iteration 16Q: 3 clusters Score -5472114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 27168 members 
Entering Unmasked Estep 
Score: -5472128.000000 Penalty: 5069.415527
	Iteration 17Q: 3 clusters Score -5472128 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 27174 members 
Entering Unmasked Estep 
Score: -5472140.500000 Penalty: 5069.415527
	Iteration 18Q: 3 clusters Score -5472140 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -5472153.000000 Penalty: 5069.415527
	Iteration 19Q: 3 clusters Score -5472153 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -5472165.000000 Penalty: 5069.415527
	Iteration 20F: 3 clusters Score -5472165 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5472168.000000 Penalty: 5069.415527
	Iteration 21Q: 3 clusters Score -5472168 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 27186 members 
Entering Unmasked Estep 
Score: -5472170.000000 Penalty: 5069.415527
	Iteration 22Q: 3 clusters Score -5472170 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 276 members 
Mstep: Class 2 contains 27187 members 
Entering Unmasked Estep 
Score: -5472171.000000 Penalty: 5069.415527
	Iteration 23Q: 3 clusters Score -5472171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -5472174.500000 Penalty: 5069.415527
	Iteration 24Q: 3 clusters Score -5472174 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -5472176.500000 Penalty: 5069.415527
	Iteration 25Q: 3 clusters Score -5472176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 27190 members 
Entering Unmasked Estep 
Score: -5472176.500000 Penalty: 5069.415527
	Iteration 26F: 3 clusters Score -5472176 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18298 members 
Mstep: Class 2 contains 5282 members 
Mstep: Class 3 contains 32158 members 
Mstep: Class 4 contains 46016 members 
Mstep: Class 5 contains 21847 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42153 members 
Mstep: Class 8 contains 45185 members 
Mstep: Class 9 contains 54015 members 
Mstep: Class 10 contains 17154 members 
Mstep: Class 11 contains 24856 members 
Mstep: Class 12 contains 58990 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14834 members 
Mstep: Class 15 contains 8974 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43724 members 
Mstep: Class 18 contains 5357 members 
Mstep: Class 19 contains 6003 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30365 members 
Mstep: Class 22 contains 42908 members 
Mstep: Class 23 contains 28477 members 
Mstep: Class 24 contains 3001 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41406 members 
Mstep: Class 27 contains 54995 members 
Mstep: Class 28 contains 49107 members 
Mstep: Class 29 contains 4001 members 
Mstep: Class 30 contains 8842 members 
Mstep: Class 31 contains 56056 members 
Mstep: Class 32 contains 25082 members 
Mstep: Class 33 contains 42080 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46059 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26937 members 
Mstep: Class 40 contains 32507 members 
Mstep: Class 41 contains 22319 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25521 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46269 members 
Mstep: Class 47 contains 22170 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19929 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981568.000000 Penalty: 179582.890625
Iteration 359Q: 53 clusters Score -2.079816e+08 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18288 members 
Mstep: Class 2 contains 5277 members 
Mstep: Class 3 contains 32173 members 
Mstep: Class 4 contains 46006 members 
Mstep: Class 5 contains 21883 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42159 members 
Mstep: Class 8 contains 45194 members 
Mstep: Class 9 contains 53989 members 
Mstep: Class 10 contains 17154 members 
Mstep: Class 11 contains 24846 members 
Mstep: Class 12 contains 59020 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14843 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43736 members 
Mstep: Class 18 contains 5353 members 
Mstep: Class 19 contains 6002 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30341 members 
Mstep: Class 22 contains 42893 members 
Mstep: Class 23 contains 28471 members 
Mstep: Class 24 contains 2992 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41419 members 
Mstep: Class 27 contains 54983 members 
Mstep: Class 28 contains 49079 members 
Mstep: Class 29 contains 4000 members 
Mstep: Class 30 contains 8841 members 
Mstep: Class 31 contains 56052 members 
Mstep: Class 32 contains 25129 members 
Mstep: Class 33 contains 42078 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46054 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 26969 members 
Mstep: Class 40 contains 32533 members 
Mstep: Class 41 contains 22311 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25525 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46274 members 
Mstep: Class 47 contains 22165 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19902 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27436 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981408.000000 Penalty: 179582.890625
Iteration 360F: 53 clusters Score -2.079814e+08 nChanged 1436
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18291 members 
Mstep: Class 2 contains 5270 members 
Mstep: Class 3 contains 32170 members 
Mstep: Class 4 contains 46028 members 
Mstep: Class 5 contains 21912 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42166 members 
Mstep: Class 8 contains 45210 members 
Mstep: Class 9 contains 53944 members 
Mstep: Class 10 contains 17155 members 
Mstep: Class 11 contains 24833 members 
Mstep: Class 12 contains 59036 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14852 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43754 members 
Mstep: Class 18 contains 5349 members 
Mstep: Class 19 contains 6001 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30316 members 
Mstep: Class 22 contains 42887 members 
Mstep: Class 23 contains 28435 members 
Mstep: Class 24 contains 2986 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41433 members 
Mstep: Class 27 contains 54973 members 
Mstep: Class 28 contains 49072 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8844 members 
Mstep: Class 31 contains 56062 members 
Mstep: Class 32 contains 25163 members 
Mstep: Class 33 contains 42080 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46051 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27007 members 
Mstep: Class 40 contains 32558 members 
Mstep: Class 41 contains 22302 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25521 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46269 members 
Mstep: Class 47 contains 22159 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19871 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981456.000000 Penalty: 179582.890625
Iteration 361Q: 53 clusters Score -2.079815e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18297 members 
Mstep: Class 2 contains 5265 members 
Mstep: Class 3 contains 32181 members 
Mstep: Class 4 contains 46035 members 
Mstep: Class 5 contains 21950 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42180 members 
Mstep: Class 8 contains 45210 members 
Mstep: Class 9 contains 53913 members 
Mstep: Class 10 contains 17152 members 
Mstep: Class 11 contains 24825 members 
Mstep: Class 12 contains 59054 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14858 members 
Mstep: Class 15 contains 8967 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43761 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30289 members 
Mstep: Class 22 contains 42881 members 
Mstep: Class 23 contains 28397 members 
Mstep: Class 24 contains 2979 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 41447 members 
Mstep: Class 27 contains 54961 members 
Mstep: Class 28 contains 49073 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8844 members 
Mstep: Class 31 contains 56046 members 
Mstep: Class 32 contains 25192 members 
Mstep: Class 33 contains 42072 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46047 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27061 members 
Mstep: Class 40 contains 32566 members 
Mstep: Class 41 contains 22291 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25522 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46281 members 
Mstep: Class 47 contains 22148 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19843 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27403 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980816.000000 Penalty: 179582.890625
Iteration 362Q: 53 clusters Score -2.079808e+08 nChanged 1361
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 5259 members 
Mstep: Class 3 contains 32183 members 
Mstep: Class 4 contains 46040 members 
Mstep: Class 5 contains 21997 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42191 members 
Mstep: Class 8 contains 45208 members 
Mstep: Class 9 contains 53892 members 
Mstep: Class 10 contains 17147 members 
Mstep: Class 11 contains 24827 members 
Mstep: Class 12 contains 59069 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14859 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43762 members 
Mstep: Class 18 contains 5348 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30249 members 
Mstep: Class 22 contains 42883 members 
Mstep: Class 23 contains 28362 members 
Mstep: Class 24 contains 2979 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41458 members 
Mstep: Class 27 contains 54951 members 
Mstep: Class 28 contains 49054 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8841 members 
Mstep: Class 31 contains 56045 members 
Mstep: Class 32 contains 25220 members 
Mstep: Class 33 contains 42071 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46028 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27104 members 
Mstep: Class 40 contains 32579 members 
Mstep: Class 41 contains 22282 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25519 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46317 members 
Mstep: Class 47 contains 22127 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19840 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981360.000000 Penalty: 179582.890625
Iteration 363Q: 53 clusters Score -2.079814e+08 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 5248 members 
Mstep: Class 3 contains 32163 members 
Mstep: Class 4 contains 46042 members 
Mstep: Class 5 contains 22024 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42197 members 
Mstep: Class 8 contains 45233 members 
Mstep: Class 9 contains 53864 members 
Mstep: Class 10 contains 17145 members 
Mstep: Class 11 contains 24821 members 
Mstep: Class 12 contains 59092 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14872 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43769 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30211 members 
Mstep: Class 22 contains 42891 members 
Mstep: Class 23 contains 28315 members 
Mstep: Class 24 contains 2976 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41501 members 
Mstep: Class 27 contains 54938 members 
Mstep: Class 28 contains 49036 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8828 members 
Mstep: Class 31 contains 56047 members 
Mstep: Class 32 contains 25253 members 
Mstep: Class 33 contains 42065 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46012 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27150 members 
Mstep: Class 40 contains 32595 members 
Mstep: Class 41 contains 22270 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25516 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46348 members 
Mstep: Class 47 contains 22115 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19827 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27357 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981488.000000 Penalty: 179582.890625
Iteration 364Q: 53 clusters Score -2.079815e+08 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18296 members 
Mstep: Class 2 contains 5241 members 
Mstep: Class 3 contains 32154 members 
Mstep: Class 4 contains 46053 members 
Mstep: Class 5 contains 22059 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42200 members 
Mstep: Class 8 contains 45245 members 
Mstep: Class 9 contains 53846 members 
Mstep: Class 10 contains 17146 members 
Mstep: Class 11 contains 24828 members 
Mstep: Class 12 contains 59108 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14882 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43773 members 
Mstep: Class 18 contains 5347 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30171 members 
Mstep: Class 22 contains 42888 members 
Mstep: Class 23 contains 28276 members 
Mstep: Class 24 contains 2971 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 41514 members 
Mstep: Class 27 contains 54930 members 
Mstep: Class 28 contains 49023 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8824 members 
Mstep: Class 31 contains 56032 members 
Mstep: Class 32 contains 25281 members 
Mstep: Class 33 contains 42065 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46040 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27200 members 
Mstep: Class 40 contains 32594 members 
Mstep: Class 41 contains 22256 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25514 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46358 members 
Mstep: Class 47 contains 22108 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19802 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27341 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981248.000000 Penalty: 179582.890625
Iteration 365Q: 53 clusters Score -2.079812e+08 nChanged 1512
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18293 members 
Mstep: Class 2 contains 5232 members 
Mstep: Class 3 contains 32143 members 
Mstep: Class 4 contains 46060 members 
Mstep: Class 5 contains 22095 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42219 members 
Mstep: Class 8 contains 45255 members 
Mstep: Class 9 contains 53826 members 
Mstep: Class 10 contains 17145 members 
Mstep: Class 11 contains 24828 members 
Mstep: Class 12 contains 59119 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14905 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43786 members 
Mstep: Class 18 contains 5345 members 
Mstep: Class 19 contains 5999 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30149 members 
Mstep: Class 22 contains 42902 members 
Mstep: Class 23 contains 28240 members 
Mstep: Class 24 contains 2965 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 41521 members 
Mstep: Class 27 contains 54907 members 
Mstep: Class 28 contains 49011 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8818 members 
Mstep: Class 31 contains 56004 members 
Mstep: Class 32 contains 25331 members 
Mstep: Class 33 contains 42069 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46044 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27255 members 
Mstep: Class 40 contains 32617 members 
Mstep: Class 41 contains 22250 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25520 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46345 members 
Mstep: Class 47 contains 22103 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19765 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27300 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207981360.000000 Penalty: 179582.890625
Iteration 366Q: 53 clusters Score -2.079814e+08 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18286 members 
Mstep: Class 2 contains 5226 members 
Mstep: Class 3 contains 32118 members 
Mstep: Class 4 contains 46078 members 
Mstep: Class 5 contains 22131 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42235 members 
Mstep: Class 8 contains 45250 members 
Mstep: Class 9 contains 53814 members 
Mstep: Class 10 contains 17140 members 
Mstep: Class 11 contains 24833 members 
Mstep: Class 12 contains 59127 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14928 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43785 members 
Mstep: Class 18 contains 5342 members 
Mstep: Class 19 contains 5999 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30108 members 
Mstep: Class 22 contains 42910 members 
Mstep: Class 23 contains 28205 members 
Mstep: Class 24 contains 2960 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 41520 members 
Mstep: Class 27 contains 54898 members 
Mstep: Class 28 contains 49011 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8817 members 
Mstep: Class 31 contains 55977 members 
Mstep: Class 32 contains 25375 members 
Mstep: Class 33 contains 42077 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46059 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27315 members 
Mstep: Class 40 contains 32648 members 
Mstep: Class 41 contains 22235 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25522 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46352 members 
Mstep: Class 47 contains 22111 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19719 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27254 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980800.000000 Penalty: 179582.890625
Iteration 367Q: 53 clusters Score -2.079808e+08 nChanged 1552
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18284 members 
Mstep: Class 2 contains 5221 members 
Mstep: Class 3 contains 32104 members 
Mstep: Class 4 contains 46070 members 
Mstep: Class 5 contains 22174 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42274 members 
Mstep: Class 8 contains 45243 members 
Mstep: Class 9 contains 53794 members 
Mstep: Class 10 contains 17137 members 
Mstep: Class 11 contains 24828 members 
Mstep: Class 12 contains 59145 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14947 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43784 members 
Mstep: Class 18 contains 5340 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30065 members 
Mstep: Class 22 contains 42915 members 
Mstep: Class 23 contains 28175 members 
Mstep: Class 24 contains 2959 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 41508 members 
Mstep: Class 27 contains 54879 members 
Mstep: Class 28 contains 49000 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8812 members 
Mstep: Class 31 contains 55962 members 
Mstep: Class 32 contains 25411 members 
Mstep: Class 33 contains 42082 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46092 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27383 members 
Mstep: Class 40 contains 32661 members 
Mstep: Class 41 contains 22211 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25524 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46359 members 
Mstep: Class 47 contains 22136 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19676 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27210 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980784.000000 Penalty: 179582.890625
Iteration 368Q: 53 clusters Score -2.079808e+08 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18279 members 
Mstep: Class 2 contains 5208 members 
Mstep: Class 3 contains 32087 members 
Mstep: Class 4 contains 46066 members 
Mstep: Class 5 contains 22217 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42307 members 
Mstep: Class 8 contains 45239 members 
Mstep: Class 9 contains 53763 members 
Mstep: Class 10 contains 17133 members 
Mstep: Class 11 contains 24828 members 
Mstep: Class 12 contains 59160 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 14967 members 
Mstep: Class 15 contains 8972 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43802 members 
Mstep: Class 18 contains 5338 members 
Mstep: Class 19 contains 6002 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 30026 members 
Mstep: Class 22 contains 42916 members 
Mstep: Class 23 contains 28146 members 
Mstep: Class 24 contains 2957 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 41488 members 
Mstep: Class 27 contains 54874 members 
Mstep: Class 28 contains 48985 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8807 members 
Mstep: Class 31 contains 55943 members 
Mstep: Class 32 contains 25456 members 
Mstep: Class 33 contains 42096 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46110 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27427 members 
Mstep: Class 40 contains 32672 members 
Mstep: Class 41 contains 22195 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25525 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46362 members 
Mstep: Class 47 contains 22162 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19631 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27191 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980480.000000 Penalty: 179582.890625
Iteration 369Q: 53 clusters Score -2.079805e+08 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18271 members 
Mstep: Class 2 contains 5198 members 
Mstep: Class 3 contains 32077 members 
Mstep: Class 4 contains 46030 members 
Mstep: Class 5 contains 22285 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42317 members 
Mstep: Class 8 contains 45233 members 
Mstep: Class 9 contains 53730 members 
Mstep: Class 10 contains 17134 members 
Mstep: Class 11 contains 24813 members 
Mstep: Class 12 contains 59173 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 15000 members 
Mstep: Class 15 contains 8974 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43819 members 
Mstep: Class 18 contains 5338 members 
Mstep: Class 19 contains 6000 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29990 members 
Mstep: Class 22 contains 42931 members 
Mstep: Class 23 contains 28125 members 
Mstep: Class 24 contains 2955 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 41475 members 
Mstep: Class 27 contains 54855 members 
Mstep: Class 28 contains 48972 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8800 members 
Mstep: Class 31 contains 55938 members 
Mstep: Class 32 contains 25493 members 
Mstep: Class 33 contains 42101 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46123 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27472 members 
Mstep: Class 40 contains 32695 members 
Mstep: Class 41 contains 22177 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25525 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46403 members 
Mstep: Class 47 contains 22177 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19568 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27170 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980016.000000 Penalty: 179582.890625
Iteration 370Q: 53 clusters Score -2.0798e+08 nChanged 1636
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18272 members 
Mstep: Class 2 contains 5190 members 
Mstep: Class 3 contains 32062 members 
Mstep: Class 4 contains 45966 members 
Mstep: Class 5 contains 22340 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42328 members 
Mstep: Class 8 contains 45232 members 
Mstep: Class 9 contains 53674 members 
Mstep: Class 10 contains 17128 members 
Mstep: Class 11 contains 24805 members 
Mstep: Class 12 contains 59190 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 15023 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43847 members 
Mstep: Class 18 contains 5340 members 
Mstep: Class 19 contains 5998 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29961 members 
Mstep: Class 22 contains 42947 members 
Mstep: Class 23 contains 28089 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 41463 members 
Mstep: Class 27 contains 54843 members 
Mstep: Class 28 contains 48971 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8792 members 
Mstep: Class 31 contains 55923 members 
Mstep: Class 32 contains 25538 members 
Mstep: Class 33 contains 42110 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46138 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27537 members 
Mstep: Class 40 contains 32705 members 
Mstep: Class 41 contains 22164 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25528 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46455 members 
Mstep: Class 47 contains 22198 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19515 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27148 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980688.000000 Penalty: 179582.890625
Iteration 371Q: 53 clusters Score -2.079807e+08 nChanged 1696
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18265 members 
Mstep: Class 2 contains 5179 members 
Mstep: Class 3 contains 32047 members 
Mstep: Class 4 contains 45939 members 
Mstep: Class 5 contains 22414 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42372 members 
Mstep: Class 8 contains 45236 members 
Mstep: Class 9 contains 53623 members 
Mstep: Class 10 contains 17123 members 
Mstep: Class 11 contains 24788 members 
Mstep: Class 12 contains 59222 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 15049 members 
Mstep: Class 15 contains 8968 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43865 members 
Mstep: Class 18 contains 5340 members 
Mstep: Class 19 contains 5996 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29929 members 
Mstep: Class 22 contains 42934 members 
Mstep: Class 23 contains 28055 members 
Mstep: Class 24 contains 2947 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41458 members 
Mstep: Class 27 contains 54840 members 
Mstep: Class 28 contains 48932 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8785 members 
Mstep: Class 31 contains 55915 members 
Mstep: Class 32 contains 25572 members 
Mstep: Class 33 contains 42123 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46134 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27616 members 
Mstep: Class 40 contains 32742 members 
Mstep: Class 41 contains 22153 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25529 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46467 members 
Mstep: Class 47 contains 22230 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19435 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27116 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980448.000000 Penalty: 179582.890625
Iteration 372Q: 53 clusters Score -2.079804e+08 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18248 members 
Mstep: Class 2 contains 5161 members 
Mstep: Class 3 contains 32030 members 
Mstep: Class 4 contains 45908 members 
Mstep: Class 5 contains 22475 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42414 members 
Mstep: Class 8 contains 45248 members 
Mstep: Class 9 contains 53542 members 
Mstep: Class 10 contains 17122 members 
Mstep: Class 11 contains 24782 members 
Mstep: Class 12 contains 59236 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 15069 members 
Mstep: Class 15 contains 8968 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43890 members 
Mstep: Class 18 contains 5337 members 
Mstep: Class 19 contains 5996 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29898 members 
Mstep: Class 22 contains 42918 members 
Mstep: Class 23 contains 28027 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41442 members 
Mstep: Class 27 contains 54837 members 
Mstep: Class 28 contains 48919 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8778 members 
Mstep: Class 31 contains 55893 members 
Mstep: Class 32 contains 25617 members 
Mstep: Class 33 contains 42145 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46135 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27696 members 
Mstep: Class 40 contains 32768 members 
Mstep: Class 41 contains 22149 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25527 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46514 members 
Mstep: Class 47 contains 22243 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19360 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27098 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980592.000000 Penalty: 179582.890625
Iteration 373Q: 53 clusters Score -2.079806e+08 nChanged 1708
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18233 members 
Mstep: Class 2 contains 5151 members 
Mstep: Class 3 contains 32015 members 
Mstep: Class 4 contains 45886 members 
Mstep: Class 5 contains 22546 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42466 members 
Mstep: Class 8 contains 45242 members 
Mstep: Class 9 contains 53479 members 
Mstep: Class 10 contains 17117 members 
Mstep: Class 11 contains 24778 members 
Mstep: Class 12 contains 59275 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 15091 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43909 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 5995 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29868 members 
Mstep: Class 22 contains 42912 members 
Mstep: Class 23 contains 28003 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41426 members 
Mstep: Class 27 contains 54830 members 
Mstep: Class 28 contains 48891 members 
Mstep: Class 29 contains 3999 members 
Mstep: Class 30 contains 8765 members 
Mstep: Class 31 contains 55873 members 
Mstep: Class 32 contains 25687 members 
Mstep: Class 33 contains 42155 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46133 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27771 members 
Mstep: Class 40 contains 32781 members 
Mstep: Class 41 contains 22137 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25524 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46505 members 
Mstep: Class 47 contains 22262 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19296 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27086 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980800.000000 Penalty: 179582.890625
Iteration 374Q: 53 clusters Score -2.079808e+08 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18226 members 
Mstep: Class 2 contains 5143 members 
Mstep: Class 3 contains 32014 members 
Mstep: Class 4 contains 45883 members 
Mstep: Class 5 contains 22607 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42504 members 
Mstep: Class 8 contains 45236 members 
Mstep: Class 9 contains 53432 members 
Mstep: Class 10 contains 17123 members 
Mstep: Class 11 contains 24770 members 
Mstep: Class 12 contains 59291 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 15121 members 
Mstep: Class 15 contains 8967 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43928 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 5995 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29797 members 
Mstep: Class 22 contains 42926 members 
Mstep: Class 23 contains 27983 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 6855 members 
Mstep: Class 26 contains 41405 members 
Mstep: Class 27 contains 54812 members 
Mstep: Class 28 contains 48867 members 
Mstep: Class 29 contains 4000 members 
Mstep: Class 30 contains 8746 members 
Mstep: Class 31 contains 55866 members 
Mstep: Class 32 contains 25761 members 
Mstep: Class 33 contains 42187 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46132 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27834 members 
Mstep: Class 40 contains 32823 members 
Mstep: Class 41 contains 22115 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25520 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46496 members 
Mstep: Class 47 contains 22278 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19211 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27060 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980736.000000 Penalty: 179582.890625
Iteration 375Q: 53 clusters Score -2.079807e+08 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18214 members 
Mstep: Class 2 contains 5134 members 
Mstep: Class 3 contains 31999 members 
Mstep: Class 4 contains 45848 members 
Mstep: Class 5 contains 22701 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42496 members 
Mstep: Class 8 contains 45239 members 
Mstep: Class 9 contains 53391 members 
Mstep: Class 10 contains 17118 members 
Mstep: Class 11 contains 24751 members 
Mstep: Class 12 contains 59320 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15149 members 
Mstep: Class 15 contains 8967 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43929 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 5994 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29752 members 
Mstep: Class 22 contains 42939 members 
Mstep: Class 23 contains 27941 members 
Mstep: Class 24 contains 2948 members 
Mstep: Class 25 contains 6855 members 
Mstep: Class 26 contains 41413 members 
Mstep: Class 27 contains 54801 members 
Mstep: Class 28 contains 48826 members 
Mstep: Class 29 contains 3998 members 
Mstep: Class 30 contains 8738 members 
Mstep: Class 31 contains 55854 members 
Mstep: Class 32 contains 25825 members 
Mstep: Class 33 contains 42220 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46155 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27893 members 
Mstep: Class 40 contains 32892 members 
Mstep: Class 41 contains 22085 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25506 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46509 members 
Mstep: Class 47 contains 22306 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19126 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980576.000000 Penalty: 179582.890625
Iteration 376Q: 53 clusters Score -2.079806e+08 nChanged 1851
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18202 members 
Mstep: Class 2 contains 5121 members 
Mstep: Class 3 contains 32014 members 
Mstep: Class 4 contains 45841 members 
Mstep: Class 5 contains 22803 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42485 members 
Mstep: Class 8 contains 45230 members 
Mstep: Class 9 contains 53335 members 
Mstep: Class 10 contains 17110 members 
Mstep: Class 11 contains 24742 members 
Mstep: Class 12 contains 59360 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15177 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43923 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 5993 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29723 members 
Mstep: Class 22 contains 42932 members 
Mstep: Class 23 contains 27905 members 
Mstep: Class 24 contains 2949 members 
Mstep: Class 25 contains 6855 members 
Mstep: Class 26 contains 41453 members 
Mstep: Class 27 contains 54792 members 
Mstep: Class 28 contains 48799 members 
Mstep: Class 29 contains 3998 members 
Mstep: Class 30 contains 8727 members 
Mstep: Class 31 contains 55848 members 
Mstep: Class 32 contains 25893 members 
Mstep: Class 33 contains 42225 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46146 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 27956 members 
Mstep: Class 40 contains 32939 members 
Mstep: Class 41 contains 22055 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25498 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46507 members 
Mstep: Class 47 contains 22333 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 19031 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26998 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980656.000000 Penalty: 179582.890625
Iteration 377Q: 53 clusters Score -2.079807e+08 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18191 members 
Mstep: Class 2 contains 5105 members 
Mstep: Class 3 contains 32025 members 
Mstep: Class 4 contains 45832 members 
Mstep: Class 5 contains 22899 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42493 members 
Mstep: Class 8 contains 45234 members 
Mstep: Class 9 contains 53282 members 
Mstep: Class 10 contains 17102 members 
Mstep: Class 11 contains 24730 members 
Mstep: Class 12 contains 59383 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15200 members 
Mstep: Class 15 contains 8960 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43918 members 
Mstep: Class 18 contains 5331 members 
Mstep: Class 19 contains 5995 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29710 members 
Mstep: Class 22 contains 42943 members 
Mstep: Class 23 contains 27864 members 
Mstep: Class 24 contains 2938 members 
Mstep: Class 25 contains 6851 members 
Mstep: Class 26 contains 41470 members 
Mstep: Class 27 contains 54769 members 
Mstep: Class 28 contains 48767 members 
Mstep: Class 29 contains 3998 members 
Mstep: Class 30 contains 8716 members 
Mstep: Class 31 contains 55839 members 
Mstep: Class 32 contains 25939 members 
Mstep: Class 33 contains 42244 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46128 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28026 members 
Mstep: Class 40 contains 32991 members 
Mstep: Class 41 contains 22038 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25490 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46529 members 
Mstep: Class 47 contains 22369 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18930 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26964 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980208.000000 Penalty: 179582.890625
Iteration 378Q: 53 clusters Score -2.079802e+08 nChanged 1910
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18172 members 
Mstep: Class 2 contains 5081 members 
Mstep: Class 3 contains 32031 members 
Mstep: Class 4 contains 45817 members 
Mstep: Class 5 contains 22981 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42503 members 
Mstep: Class 8 contains 45250 members 
Mstep: Class 9 contains 53216 members 
Mstep: Class 10 contains 17103 members 
Mstep: Class 11 contains 24725 members 
Mstep: Class 12 contains 59424 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15219 members 
Mstep: Class 15 contains 8954 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43915 members 
Mstep: Class 18 contains 5335 members 
Mstep: Class 19 contains 5993 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29701 members 
Mstep: Class 22 contains 42927 members 
Mstep: Class 23 contains 27826 members 
Mstep: Class 24 contains 2935 members 
Mstep: Class 25 contains 6850 members 
Mstep: Class 26 contains 41494 members 
Mstep: Class 27 contains 54760 members 
Mstep: Class 28 contains 48729 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 8711 members 
Mstep: Class 31 contains 55817 members 
Mstep: Class 32 contains 25986 members 
Mstep: Class 33 contains 42268 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46125 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28093 members 
Mstep: Class 40 contains 33047 members 
Mstep: Class 41 contains 22022 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25477 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46525 members 
Mstep: Class 47 contains 22404 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18840 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26940 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980096.000000 Penalty: 179582.890625
Iteration 379Q: 53 clusters Score -2.079801e+08 nChanged 1941
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18162 members 
Mstep: Class 2 contains 5063 members 
Mstep: Class 3 contains 32030 members 
Mstep: Class 4 contains 45815 members 
Mstep: Class 5 contains 23065 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42550 members 
Mstep: Class 8 contains 45240 members 
Mstep: Class 9 contains 53166 members 
Mstep: Class 10 contains 17101 members 
Mstep: Class 11 contains 24710 members 
Mstep: Class 12 contains 59474 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15230 members 
Mstep: Class 15 contains 8955 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43919 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29676 members 
Mstep: Class 22 contains 42918 members 
Mstep: Class 23 contains 27784 members 
Mstep: Class 24 contains 2933 members 
Mstep: Class 25 contains 6849 members 
Mstep: Class 26 contains 41520 members 
Mstep: Class 27 contains 54752 members 
Mstep: Class 28 contains 48691 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 8696 members 
Mstep: Class 31 contains 55797 members 
Mstep: Class 32 contains 26025 members 
Mstep: Class 33 contains 42266 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46101 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28164 members 
Mstep: Class 40 contains 33124 members 
Mstep: Class 41 contains 22001 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25467 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46501 members 
Mstep: Class 47 contains 22433 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18774 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26918 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207979952.000000 Penalty: 179582.890625
Iteration 380F: 53 clusters Score -2.0798e+08 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 5044 members 
Mstep: Class 3 contains 32040 members 
Mstep: Class 4 contains 45839 members 
Mstep: Class 5 contains 23121 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42562 members 
Mstep: Class 8 contains 45240 members 
Mstep: Class 9 contains 53121 members 
Mstep: Class 10 contains 17104 members 
Mstep: Class 11 contains 24716 members 
Mstep: Class 12 contains 59492 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15240 members 
Mstep: Class 15 contains 8956 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43935 members 
Mstep: Class 18 contains 5333 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29675 members 
Mstep: Class 22 contains 42901 members 
Mstep: Class 23 contains 27732 members 
Mstep: Class 24 contains 2935 members 
Mstep: Class 25 contains 6849 members 
Mstep: Class 26 contains 41544 members 
Mstep: Class 27 contains 54741 members 
Mstep: Class 28 contains 48667 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 8695 members 
Mstep: Class 31 contains 55773 members 
Mstep: Class 32 contains 26077 members 
Mstep: Class 33 contains 42265 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46071 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28212 members 
Mstep: Class 40 contains 33190 members 
Mstep: Class 41 contains 21978 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25455 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46506 members 
Mstep: Class 47 contains 22455 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18698 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26894 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207979696.000000 Penalty: 179582.890625
Iteration 381Q: 53 clusters Score -2.079797e+08 nChanged 1934
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18137 members 
Mstep: Class 2 contains 5036 members 
Mstep: Class 3 contains 32041 members 
Mstep: Class 4 contains 45834 members 
Mstep: Class 5 contains 23197 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42592 members 
Mstep: Class 8 contains 45247 members 
Mstep: Class 9 contains 53097 members 
Mstep: Class 10 contains 17098 members 
Mstep: Class 11 contains 24710 members 
Mstep: Class 12 contains 59529 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15251 members 
Mstep: Class 15 contains 8955 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43940 members 
Mstep: Class 18 contains 5328 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29643 members 
Mstep: Class 22 contains 42891 members 
Mstep: Class 23 contains 27687 members 
Mstep: Class 24 contains 2931 members 
Mstep: Class 25 contains 6849 members 
Mstep: Class 26 contains 41554 members 
Mstep: Class 27 contains 54716 members 
Mstep: Class 28 contains 48642 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 8692 members 
Mstep: Class 31 contains 55749 members 
Mstep: Class 32 contains 26109 members 
Mstep: Class 33 contains 42273 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46030 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28282 members 
Mstep: Class 40 contains 33253 members 
Mstep: Class 41 contains 21951 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25445 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46526 members 
Mstep: Class 47 contains 22497 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18614 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207980000.000000 Penalty: 179582.890625
Iteration 382Q: 53 clusters Score -2.0798e+08 nChanged 1855
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18128 members 
Mstep: Class 2 contains 5033 members 
Mstep: Class 3 contains 32039 members 
Mstep: Class 4 contains 45842 members 
Mstep: Class 5 contains 23281 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42601 members 
Mstep: Class 8 contains 45244 members 
Mstep: Class 9 contains 53050 members 
Mstep: Class 10 contains 17098 members 
Mstep: Class 11 contains 24714 members 
Mstep: Class 12 contains 59572 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15258 members 
Mstep: Class 15 contains 8955 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43959 members 
Mstep: Class 18 contains 5321 members 
Mstep: Class 19 contains 5992 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29613 members 
Mstep: Class 22 contains 42873 members 
Mstep: Class 23 contains 27647 members 
Mstep: Class 24 contains 2932 members 
Mstep: Class 25 contains 6850 members 
Mstep: Class 26 contains 41553 members 
Mstep: Class 27 contains 54703 members 
Mstep: Class 28 contains 48622 members 
Mstep: Class 29 contains 3997 members 
Mstep: Class 30 contains 8691 members 
Mstep: Class 31 contains 55731 members 
Mstep: Class 32 contains 26155 members 
Mstep: Class 33 contains 42294 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46005 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28355 members 
Mstep: Class 40 contains 33280 members 
Mstep: Class 41 contains 21925 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25438 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46540 members 
Mstep: Class 47 contains 22538 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18505 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26857 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207979648.000000 Penalty: 179582.890625
Iteration 383Q: 53 clusters Score -2.079796e+08 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18127 members 
Mstep: Class 2 contains 5024 members 
Mstep: Class 3 contains 32031 members 
Mstep: Class 4 contains 45824 members 
Mstep: Class 5 contains 23378 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42613 members 
Mstep: Class 8 contains 45221 members 
Mstep: Class 9 contains 53012 members 
Mstep: Class 10 contains 17100 members 
Mstep: Class 11 contains 24704 members 
Mstep: Class 12 contains 59601 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15252 members 
Mstep: Class 15 contains 8958 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43978 members 
Mstep: Class 18 contains 5315 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29571 members 
Mstep: Class 22 contains 42872 members 
Mstep: Class 23 contains 27639 members 
Mstep: Class 24 contains 2937 members 
Mstep: Class 25 contains 6850 members 
Mstep: Class 26 contains 41566 members 
Mstep: Class 27 contains 54704 members 
Mstep: Class 28 contains 48602 members 
Mstep: Class 29 contains 3996 members 
Mstep: Class 30 contains 8687 members 
Mstep: Class 31 contains 55701 members 
Mstep: Class 32 contains 26188 members 
Mstep: Class 33 contains 42295 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45997 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28438 members 
Mstep: Class 40 contains 33332 members 
Mstep: Class 41 contains 21906 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25426 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46561 members 
Mstep: Class 47 contains 22565 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18418 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26813 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207979696.000000 Penalty: 179582.890625
Iteration 384Q: 53 clusters Score -2.079797e+08 nChanged 1821
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 5017 members 
Mstep: Class 3 contains 32018 members 
Mstep: Class 4 contains 45817 members 
Mstep: Class 5 contains 23456 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42631 members 
Mstep: Class 8 contains 45207 members 
Mstep: Class 9 contains 52986 members 
Mstep: Class 10 contains 17097 members 
Mstep: Class 11 contains 24708 members 
Mstep: Class 12 contains 59634 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15251 members 
Mstep: Class 15 contains 8960 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43989 members 
Mstep: Class 18 contains 5314 members 
Mstep: Class 19 contains 5990 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29529 members 
Mstep: Class 22 contains 42857 members 
Mstep: Class 23 contains 27611 members 
Mstep: Class 24 contains 2938 members 
Mstep: Class 25 contains 6849 members 
Mstep: Class 26 contains 41588 members 
Mstep: Class 27 contains 54698 members 
Mstep: Class 28 contains 48601 members 
Mstep: Class 29 contains 3993 members 
Mstep: Class 30 contains 8672 members 
Mstep: Class 31 contains 55681 members 
Mstep: Class 32 contains 26215 members 
Mstep: Class 33 contains 42296 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45979 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28501 members 
Mstep: Class 40 contains 33358 members 
Mstep: Class 41 contains 21880 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25416 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46579 members 
Mstep: Class 47 contains 22607 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18338 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207979344.000000 Penalty: 179582.890625
Iteration 385Q: 53 clusters Score -2.079793e+08 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18126 members 
Mstep: Class 2 contains 5010 members 
Mstep: Class 3 contains 32011 members 
Mstep: Class 4 contains 45821 members 
Mstep: Class 5 contains 23515 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42638 members 
Mstep: Class 8 contains 45206 members 
Mstep: Class 9 contains 52954 members 
Mstep: Class 10 contains 17101 members 
Mstep: Class 11 contains 24702 members 
Mstep: Class 12 contains 59661 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15256 members 
Mstep: Class 15 contains 8960 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43996 members 
Mstep: Class 18 contains 5309 members 
Mstep: Class 19 contains 5989 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29486 members 
Mstep: Class 22 contains 42832 members 
Mstep: Class 23 contains 27578 members 
Mstep: Class 24 contains 2942 members 
Mstep: Class 25 contains 6849 members 
Mstep: Class 26 contains 41606 members 
Mstep: Class 27 contains 54683 members 
Mstep: Class 28 contains 48594 members 
Mstep: Class 29 contains 3992 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 55664 members 
Mstep: Class 32 contains 26248 members 
Mstep: Class 33 contains 42303 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45971 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28577 members 
Mstep: Class 40 contains 33386 members 
Mstep: Class 41 contains 21856 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25404 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46596 members 
Mstep: Class 47 contains 22643 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18250 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207978944.000000 Penalty: 179582.890625
Iteration 386Q: 53 clusters Score -2.079789e+08 nChanged 1784
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18111 members 
Mstep: Class 2 contains 5013 members 
Mstep: Class 3 contains 32016 members 
Mstep: Class 4 contains 45811 members 
Mstep: Class 5 contains 23572 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42644 members 
Mstep: Class 8 contains 45198 members 
Mstep: Class 9 contains 52933 members 
Mstep: Class 10 contains 17097 members 
Mstep: Class 11 contains 24688 members 
Mstep: Class 12 contains 59676 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15271 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44007 members 
Mstep: Class 18 contains 5306 members 
Mstep: Class 19 contains 5988 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29448 members 
Mstep: Class 22 contains 42803 members 
Mstep: Class 23 contains 27557 members 
Mstep: Class 24 contains 2942 members 
Mstep: Class 25 contains 6851 members 
Mstep: Class 26 contains 41637 members 
Mstep: Class 27 contains 54685 members 
Mstep: Class 28 contains 48594 members 
Mstep: Class 29 contains 3991 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 55660 members 
Mstep: Class 32 contains 26270 members 
Mstep: Class 33 contains 42303 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 45980 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28656 members 
Mstep: Class 40 contains 33418 members 
Mstep: Class 41 contains 21822 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25402 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46591 members 
Mstep: Class 47 contains 22673 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 18147 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207978880.000000 Penalty: 179582.890625
Iteration 387Q: 53 clusters Score -2.079789e+08 nChanged 1844
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18100 members 
Mstep: Class 2 contains 5007 members 
Mstep: Class 3 contains 32018 members 
Mstep: Class 4 contains 45826 members 
Mstep: Class 5 contains 23610 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42653 members 
Mstep: Class 8 contains 45189 members 
Mstep: Class 9 contains 52903 members 
Mstep: Class 10 contains 17092 members 
Mstep: Class 11 contains 24691 members 
Mstep: Class 12 contains 59696 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15284 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44046 members 
Mstep: Class 18 contains 5302 members 
Mstep: Class 19 contains 5985 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29419 members 
Mstep: Class 22 contains 42780 members 
Mstep: Class 23 contains 27535 members 
Mstep: Class 24 contains 2941 members 
Mstep: Class 25 contains 6851 members 
Mstep: Class 26 contains 41662 members 
Mstep: Class 27 contains 54689 members 
Mstep: Class 28 contains 48579 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 8654 members 
Mstep: Class 31 contains 55641 members 
Mstep: Class 32 contains 26289 members 
Mstep: Class 33 contains 42291 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46005 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28747 members 
Mstep: Class 40 contains 33456 members 
Mstep: Class 41 contains 21802 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25398 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46578 members 
Mstep: Class 47 contains 22717 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17999 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26801 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207978736.000000 Penalty: 179582.890625
Iteration 388Q: 53 clusters Score -2.079787e+08 nChanged 1866
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18095 members 
Mstep: Class 2 contains 4998 members 
Mstep: Class 3 contains 32001 members 
Mstep: Class 4 contains 45874 members 
Mstep: Class 5 contains 23663 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42652 members 
Mstep: Class 8 contains 45173 members 
Mstep: Class 9 contains 52864 members 
Mstep: Class 10 contains 17088 members 
Mstep: Class 11 contains 24696 members 
Mstep: Class 12 contains 59737 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15297 members 
Mstep: Class 15 contains 8967 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44079 members 
Mstep: Class 18 contains 5300 members 
Mstep: Class 19 contains 5985 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29386 members 
Mstep: Class 22 contains 42764 members 
Mstep: Class 23 contains 27497 members 
Mstep: Class 24 contains 2939 members 
Mstep: Class 25 contains 6852 members 
Mstep: Class 26 contains 41670 members 
Mstep: Class 27 contains 54677 members 
Mstep: Class 28 contains 48562 members 
Mstep: Class 29 contains 3991 members 
Mstep: Class 30 contains 8657 members 
Mstep: Class 31 contains 55618 members 
Mstep: Class 32 contains 26317 members 
Mstep: Class 33 contains 42294 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46025 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 28863 members 
Mstep: Class 40 contains 33515 members 
Mstep: Class 41 contains 21780 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25392 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46556 members 
Mstep: Class 47 contains 22758 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17814 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26796 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207978080.000000 Penalty: 179582.890625
Iteration 389Q: 53 clusters Score -2.079781e+08 nChanged 1882
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18101 members 
Mstep: Class 2 contains 4989 members 
Mstep: Class 3 contains 31986 members 
Mstep: Class 4 contains 45861 members 
Mstep: Class 5 contains 23721 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42662 members 
Mstep: Class 8 contains 45152 members 
Mstep: Class 9 contains 52825 members 
Mstep: Class 10 contains 17085 members 
Mstep: Class 11 contains 24696 members 
Mstep: Class 12 contains 59789 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15297 members 
Mstep: Class 15 contains 8968 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44118 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 5984 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29356 members 
Mstep: Class 22 contains 42756 members 
Mstep: Class 23 contains 27474 members 
Mstep: Class 24 contains 2934 members 
Mstep: Class 25 contains 6852 members 
Mstep: Class 26 contains 41677 members 
Mstep: Class 27 contains 54656 members 
Mstep: Class 28 contains 48561 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 8651 members 
Mstep: Class 31 contains 55585 members 
Mstep: Class 32 contains 26340 members 
Mstep: Class 33 contains 42304 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46047 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29005 members 
Mstep: Class 40 contains 33579 members 
Mstep: Class 41 contains 21753 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25382 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46541 members 
Mstep: Class 47 contains 22802 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17634 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26780 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207977904.000000 Penalty: 179582.890625
Iteration 390Q: 53 clusters Score -2.079779e+08 nChanged 1980
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 4985 members 
Mstep: Class 3 contains 31966 members 
Mstep: Class 4 contains 45854 members 
Mstep: Class 5 contains 23784 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42666 members 
Mstep: Class 8 contains 45133 members 
Mstep: Class 9 contains 52780 members 
Mstep: Class 10 contains 17092 members 
Mstep: Class 11 contains 24692 members 
Mstep: Class 12 contains 59825 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15302 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44140 members 
Mstep: Class 18 contains 5298 members 
Mstep: Class 19 contains 5984 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29331 members 
Mstep: Class 22 contains 42741 members 
Mstep: Class 23 contains 27461 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 6851 members 
Mstep: Class 26 contains 41686 members 
Mstep: Class 27 contains 54643 members 
Mstep: Class 28 contains 48557 members 
Mstep: Class 29 contains 3990 members 
Mstep: Class 30 contains 8647 members 
Mstep: Class 31 contains 55559 members 
Mstep: Class 32 contains 26368 members 
Mstep: Class 33 contains 42306 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46067 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29146 members 
Mstep: Class 40 contains 33654 members 
Mstep: Class 41 contains 21728 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25385 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46522 members 
Mstep: Class 47 contains 22846 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17425 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26782 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207977424.000000 Penalty: 179582.890625
Iteration 391Q: 53 clusters Score -2.079774e+08 nChanged 1863
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18092 members 
Mstep: Class 2 contains 4977 members 
Mstep: Class 3 contains 31961 members 
Mstep: Class 4 contains 45837 members 
Mstep: Class 5 contains 23849 members 
Mstep: Class 6 contains 1467 members 
Mstep: Class 7 contains 42674 members 
Mstep: Class 8 contains 45114 members 
Mstep: Class 9 contains 52725 members 
Mstep: Class 10 contains 17092 members 
Mstep: Class 11 contains 24697 members 
Mstep: Class 12 contains 59887 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15291 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44142 members 
Mstep: Class 18 contains 5297 members 
Mstep: Class 19 contains 5981 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29324 members 
Mstep: Class 22 contains 42722 members 
Mstep: Class 23 contains 27438 members 
Mstep: Class 24 contains 2929 members 
Mstep: Class 25 contains 6850 members 
Mstep: Class 26 contains 41690 members 
Mstep: Class 27 contains 54627 members 
Mstep: Class 28 contains 48531 members 
Mstep: Class 29 contains 3989 members 
Mstep: Class 30 contains 8645 members 
Mstep: Class 31 contains 55543 members 
Mstep: Class 32 contains 26400 members 
Mstep: Class 33 contains 42296 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46092 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29255 members 
Mstep: Class 40 contains 33708 members 
Mstep: Class 41 contains 21706 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25388 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46503 members 
Mstep: Class 47 contains 22893 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17265 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26810 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976928.000000 Penalty: 179582.890625
Iteration 392Q: 53 clusters Score -2.079769e+08 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 4969 members 
Mstep: Class 3 contains 31977 members 
Mstep: Class 4 contains 45837 members 
Mstep: Class 5 contains 23937 members 
Mstep: Class 6 contains 1465 members 
Mstep: Class 7 contains 42704 members 
Mstep: Class 8 contains 45109 members 
Mstep: Class 9 contains 52677 members 
Mstep: Class 10 contains 17085 members 
Mstep: Class 11 contains 24702 members 
Mstep: Class 12 contains 59938 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15281 members 
Mstep: Class 15 contains 8973 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44154 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 5978 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29309 members 
Mstep: Class 22 contains 42704 members 
Mstep: Class 23 contains 27402 members 
Mstep: Class 24 contains 2924 members 
Mstep: Class 25 contains 6852 members 
Mstep: Class 26 contains 41705 members 
Mstep: Class 27 contains 54597 members 
Mstep: Class 28 contains 48508 members 
Mstep: Class 29 contains 3988 members 
Mstep: Class 30 contains 8642 members 
Mstep: Class 31 contains 55519 members 
Mstep: Class 32 contains 26432 members 
Mstep: Class 33 contains 42285 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46103 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29361 members 
Mstep: Class 40 contains 33780 members 
Mstep: Class 41 contains 21667 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25385 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46483 members 
Mstep: Class 47 contains 22931 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 17089 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26831 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207977264.000000 Penalty: 179582.890625
Iteration 393Q: 53 clusters Score -2.079773e+08 nChanged 2134
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18070 members 
Mstep: Class 2 contains 4961 members 
Mstep: Class 3 contains 31994 members 
Mstep: Class 4 contains 45835 members 
Mstep: Class 5 contains 24024 members 
Mstep: Class 6 contains 1464 members 
Mstep: Class 7 contains 42724 members 
Mstep: Class 8 contains 45102 members 
Mstep: Class 9 contains 52595 members 
Mstep: Class 10 contains 17077 members 
Mstep: Class 11 contains 24699 members 
Mstep: Class 12 contains 59962 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15274 members 
Mstep: Class 15 contains 8976 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44170 members 
Mstep: Class 18 contains 5294 members 
Mstep: Class 19 contains 5974 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29296 members 
Mstep: Class 22 contains 42689 members 
Mstep: Class 23 contains 27381 members 
Mstep: Class 24 contains 2926 members 
Mstep: Class 25 contains 6853 members 
Mstep: Class 26 contains 41731 members 
Mstep: Class 27 contains 54567 members 
Mstep: Class 28 contains 48492 members 
Mstep: Class 29 contains 3987 members 
Mstep: Class 30 contains 8647 members 
Mstep: Class 31 contains 55497 members 
Mstep: Class 32 contains 26461 members 
Mstep: Class 33 contains 42265 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1731 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46108 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29447 members 
Mstep: Class 40 contains 33879 members 
Mstep: Class 41 contains 21640 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25387 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46483 members 
Mstep: Class 47 contains 22980 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 16900 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26847 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976976.000000 Penalty: 179582.890625
Iteration 394Q: 53 clusters Score -2.07977e+08 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18047 members 
Mstep: Class 2 contains 4953 members 
Mstep: Class 3 contains 32011 members 
Mstep: Class 4 contains 45820 members 
Mstep: Class 5 contains 24131 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42744 members 
Mstep: Class 8 contains 45128 members 
Mstep: Class 9 contains 52513 members 
Mstep: Class 10 contains 17071 members 
Mstep: Class 11 contains 24694 members 
Mstep: Class 12 contains 60016 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15276 members 
Mstep: Class 15 contains 8980 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44178 members 
Mstep: Class 18 contains 5295 members 
Mstep: Class 19 contains 5971 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29280 members 
Mstep: Class 22 contains 42664 members 
Mstep: Class 23 contains 27357 members 
Mstep: Class 24 contains 2922 members 
Mstep: Class 25 contains 6855 members 
Mstep: Class 26 contains 41742 members 
Mstep: Class 27 contains 54539 members 
Mstep: Class 28 contains 48441 members 
Mstep: Class 29 contains 3985 members 
Mstep: Class 30 contains 8654 members 
Mstep: Class 31 contains 55461 members 
Mstep: Class 32 contains 26477 members 
Mstep: Class 33 contains 42267 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46126 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29520 members 
Mstep: Class 40 contains 33995 members 
Mstep: Class 41 contains 21619 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25386 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46490 members 
Mstep: Class 47 contains 23024 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 16697 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26867 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976864.000000 Penalty: 179582.890625
Iteration 395Q: 53 clusters Score -2.079769e+08 nChanged 2193
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18038 members 
Mstep: Class 2 contains 4943 members 
Mstep: Class 3 contains 32028 members 
Mstep: Class 4 contains 45784 members 
Mstep: Class 5 contains 24259 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42744 members 
Mstep: Class 8 contains 45133 members 
Mstep: Class 9 contains 52423 members 
Mstep: Class 10 contains 17075 members 
Mstep: Class 11 contains 24695 members 
Mstep: Class 12 contains 60055 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15273 members 
Mstep: Class 15 contains 8982 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44174 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 5966 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29252 members 
Mstep: Class 22 contains 42619 members 
Mstep: Class 23 contains 27340 members 
Mstep: Class 24 contains 2919 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41741 members 
Mstep: Class 27 contains 54541 members 
Mstep: Class 28 contains 48417 members 
Mstep: Class 29 contains 3984 members 
Mstep: Class 30 contains 8662 members 
Mstep: Class 31 contains 55424 members 
Mstep: Class 32 contains 26495 members 
Mstep: Class 33 contains 42267 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1730 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46192 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29587 members 
Mstep: Class 40 contains 34118 members 
Mstep: Class 41 contains 21585 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25385 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46500 members 
Mstep: Class 47 contains 23066 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 16516 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976688.000000 Penalty: 179582.890625
Iteration 396Q: 53 clusters Score -2.079767e+08 nChanged 2312
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18031 members 
Mstep: Class 2 contains 4930 members 
Mstep: Class 3 contains 32051 members 
Mstep: Class 4 contains 45769 members 
Mstep: Class 5 contains 24402 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42766 members 
Mstep: Class 8 contains 45127 members 
Mstep: Class 9 contains 52347 members 
Mstep: Class 10 contains 17065 members 
Mstep: Class 11 contains 24721 members 
Mstep: Class 12 contains 60094 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15252 members 
Mstep: Class 15 contains 8986 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44199 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 5961 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29241 members 
Mstep: Class 22 contains 42588 members 
Mstep: Class 23 contains 27315 members 
Mstep: Class 24 contains 2914 members 
Mstep: Class 25 contains 6855 members 
Mstep: Class 26 contains 41769 members 
Mstep: Class 27 contains 54540 members 
Mstep: Class 28 contains 48390 members 
Mstep: Class 29 contains 3984 members 
Mstep: Class 30 contains 8666 members 
Mstep: Class 31 contains 55367 members 
Mstep: Class 32 contains 26509 members 
Mstep: Class 33 contains 42244 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46227 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29684 members 
Mstep: Class 40 contains 34272 members 
Mstep: Class 41 contains 21558 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25386 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46473 members 
Mstep: Class 47 contains 23084 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 16271 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207976656.000000 Penalty: 179582.890625
Iteration 397Q: 53 clusters Score -2.079767e+08 nChanged 2370
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18020 members 
Mstep: Class 2 contains 4921 members 
Mstep: Class 3 contains 32079 members 
Mstep: Class 4 contains 45746 members 
Mstep: Class 5 contains 24588 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42785 members 
Mstep: Class 8 contains 45136 members 
Mstep: Class 9 contains 52240 members 
Mstep: Class 10 contains 17057 members 
Mstep: Class 11 contains 24735 members 
Mstep: Class 12 contains 60152 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15219 members 
Mstep: Class 15 contains 8988 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44218 members 
Mstep: Class 18 contains 5293 members 
Mstep: Class 19 contains 5958 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29240 members 
Mstep: Class 22 contains 42552 members 
Mstep: Class 23 contains 27292 members 
Mstep: Class 24 contains 2910 members 
Mstep: Class 25 contains 6857 members 
Mstep: Class 26 contains 41777 members 
Mstep: Class 27 contains 54525 members 
Mstep: Class 28 contains 48337 members 
Mstep: Class 29 contains 3985 members 
Mstep: Class 30 contains 8660 members 
Mstep: Class 31 contains 55339 members 
Mstep: Class 32 contains 26522 members 
Mstep: Class 33 contains 42225 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46264 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29802 members 
Mstep: Class 40 contains 34438 members 
Mstep: Class 41 contains 21519 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25387 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46429 members 
Mstep: Class 47 contains 23116 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 16021 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26865 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975952.000000 Penalty: 179582.890625
Iteration 398Q: 53 clusters Score -2.07976e+08 nChanged 2511
Entering ConstructFrom: 
Score: -207975952.000000 Penalty: 179582.890625
Entering ConstructFrom: 
Trying to split cluster 1 (18002 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18002 members 
Entering Unmasked Estep 
Score: -3373862.750000 Penalty: 2429.962891
	Iteration 0F: 2 clusters Score -3373863 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 9012 members 
Entering Unmasked Estep 
Score: -3361044.000000 Penalty: 4859.925781
	Iteration 0F: 3 clusters Score -3361044 nChanged 7892
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8890 members 
Mstep: Class 2 contains 9112 members 
Entering Unmasked Estep 
Score: -3365180.250000 Penalty: 4859.925781
	Iteration 1F: 3 clusters Score -3365180 nChanged 1033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8829 members 
Mstep: Class 2 contains 9173 members 
Entering Unmasked Estep 
Score: -3365596.500000 Penalty: 4859.925781
	Iteration 2F: 3 clusters Score -3365596 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8740 members 
Mstep: Class 2 contains 9262 members 
Entering Unmasked Estep 
Score: -3365904.000000 Penalty: 4859.925781
	Iteration 3Q: 3 clusters Score -3365904 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8634 members 
Mstep: Class 2 contains 9368 members 
Entering Unmasked Estep 
Score: -3366131.250000 Penalty: 4859.925781
	Iteration 4Q: 3 clusters Score -3366131 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 9451 members 
Entering Unmasked Estep 
Score: -3366321.750000 Penalty: 4859.925781
	Iteration 5Q: 3 clusters Score -3366322 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 9577 members 
Entering Unmasked Estep 
Score: -3366517.750000 Penalty: 4859.925781
	Iteration 6Q: 3 clusters Score -3366518 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8234 members 
Mstep: Class 2 contains 9768 members 
Entering Unmasked Estep 
Score: -3366676.000000 Penalty: 4859.925781
	Iteration 7Q: 3 clusters Score -3366676 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8000 members 
Mstep: Class 2 contains 10002 members 
Entering Unmasked Estep 
Score: -3366846.000000 Penalty: 4859.925781
	Iteration 8Q: 3 clusters Score -3366846 nChanged 499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 10271 members 
Entering Unmasked Estep 
Score: -3367000.250000 Penalty: 4859.925781
	Iteration 9Q: 3 clusters Score -3367000 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 10605 members 
Entering Unmasked Estep 
Score: -3367162.750000 Penalty: 4859.925781
	Iteration 10Q: 3 clusters Score -3367163 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6967 members 
Mstep: Class 2 contains 11035 members 
Entering Unmasked Estep 
Score: -3367363.250000 Penalty: 4859.925781
	Iteration 11Q: 3 clusters Score -3367363 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6512 members 
Mstep: Class 2 contains 11490 members 
Entering Unmasked Estep 
Score: -3367566.500000 Penalty: 4859.925781
	Iteration 12Q: 3 clusters Score -3367566 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6012 members 
Mstep: Class 2 contains 11990 members 
Entering Unmasked Estep 
Score: -3367808.250000 Penalty: 4859.925781
	Iteration 13Q: 3 clusters Score -3367808 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5446 members 
Mstep: Class 2 contains 12556 members 
Entering Unmasked Estep 
Score: -3368094.500000 Penalty: 4859.925781
	Iteration 14Q: 3 clusters Score -3368094 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 13197 members 
Entering Unmasked Estep 
Score: -3368472.750000 Penalty: 4859.925781
	Iteration 15Q: 3 clusters Score -3368473 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4105 members 
Mstep: Class 2 contains 13897 members 
Entering Unmasked Estep 
Score: -3368924.750000 Penalty: 4859.925781
	Iteration 16Q: 3 clusters Score -3368925 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3396 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
Score: -3369481.250000 Penalty: 4859.925781
	Iteration 17Q: 3 clusters Score -3369481 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2753 members 
Mstep: Class 2 contains 15249 members 
Entering Unmasked Estep 
Score: -3370018.250000 Penalty: 4859.925781
	Iteration 18Q: 3 clusters Score -3370018 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2243 members 
Mstep: Class 2 contains 15759 members 
Entering Unmasked Estep 
Score: -3370480.500000 Penalty: 4859.925781
	Iteration 19Q: 3 clusters Score -3370480 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1889 members 
Mstep: Class 2 contains 16113 members 
Entering Unmasked Estep 
Score: -3370794.500000 Penalty: 4859.925781
	Iteration 20F: 3 clusters Score -3370794 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1582 members 
Mstep: Class 2 contains 16420 members 
Entering Unmasked Estep 
Score: -3371044.250000 Penalty: 4859.925781
	Iteration 21Q: 3 clusters Score -3371044 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1354 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -3371216.000000 Penalty: 4859.925781
	Iteration 22Q: 3 clusters Score -3371216 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 16808 members 
Entering Unmasked Estep 
Score: -3371338.500000 Penalty: 4859.925781
	Iteration 23Q: 3 clusters Score -3371338 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 16947 members 
Entering Unmasked Estep 
Score: -3371408.000000 Penalty: 4859.925781
	Iteration 24Q: 3 clusters Score -3371408 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 945 members 
Mstep: Class 2 contains 17057 members 
Entering Unmasked Estep 
Score: -3371487.000000 Penalty: 4859.925781
	Iteration 25Q: 3 clusters Score -3371487 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 859 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -3371555.000000 Penalty: 4859.925781
	Iteration 26Q: 3 clusters Score -3371555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 17208 members 
Entering Unmasked Estep 
Score: -3371598.750000 Penalty: 4859.925781
	Iteration 27Q: 3 clusters Score -3371599 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 17254 members 
Entering Unmasked Estep 
Score: -3371627.500000 Penalty: 4859.925781
	Iteration 28Q: 3 clusters Score -3371628 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 17280 members 
Entering Unmasked Estep 
Score: -3371636.750000 Penalty: 4859.925781
	Iteration 29Q: 3 clusters Score -3371637 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -3371654.250000 Penalty: 4859.925781
	Iteration 30Q: 3 clusters Score -3371654 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 17310 members 
Entering Unmasked Estep 
Score: -3371659.250000 Penalty: 4859.925781
	Iteration 31Q: 3 clusters Score -3371659 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 17324 members 
Entering Unmasked Estep 
Score: -3371667.000000 Penalty: 4859.925781
	Iteration 32Q: 3 clusters Score -3371667 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 664 members 
Mstep: Class 2 contains 17338 members 
Entering Unmasked Estep 
Score: -3371678.500000 Penalty: 4859.925781
	Iteration 33Q: 3 clusters Score -3371678 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 17348 members 
Entering Unmasked Estep 
Score: -3371686.000000 Penalty: 4859.925781
	Iteration 34Q: 3 clusters Score -3371686 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -3371686.250000 Penalty: 4859.925781
	Iteration 35Q: 3 clusters Score -3371686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 645 members 
Mstep: Class 2 contains 17357 members 
Entering Unmasked Estep 
Score: -3371691.500000 Penalty: 4859.925781
	Iteration 36Q: 3 clusters Score -3371692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 17363 members 
Entering Unmasked Estep 
Score: -3371695.750000 Penalty: 4859.925781
	Iteration 37Q: 3 clusters Score -3371696 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 17369 members 
Entering Unmasked Estep 
Score: -3371698.250000 Penalty: 4859.925781
	Iteration 38Q: 3 clusters Score -3371698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 17375 members 
Entering Unmasked Estep 
Score: -3371706.000000 Penalty: 4859.925781
	Iteration 39Q: 3 clusters Score -3371706 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 17379 members 
Entering Unmasked Estep 
Score: -3371704.750000 Penalty: 4859.925781
	Iteration 40F: 3 clusters Score -3371705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 17382 members 
Entering Unmasked Estep 
Score: -3371709.000000 Penalty: 4859.925781
	Iteration 41Q: 3 clusters Score -3371709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 17384 members 
Entering Unmasked Estep 
Score: -3371713.250000 Penalty: 4859.925781
	Iteration 42Q: 3 clusters Score -3371713 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 17388 members 
Entering Unmasked Estep 
Score: -3371716.250000 Penalty: 4859.925781
	Iteration 43Q: 3 clusters Score -3371716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3371715.250000 Penalty: 4859.925781
	Iteration 44Q: 3 clusters Score -3371715 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 17389 members 
Entering Unmasked Estep 
Score: -3371715.250000 Penalty: 4859.925781
	Iteration 45F: 3 clusters Score -3371715 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4916 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4916 members 
Entering Unmasked Estep 
Score: -930513.750000 Penalty: 2108.062256
	Iteration 0F: 2 clusters Score -930513.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2431 members 
Mstep: Class 2 contains 2485 members 
Entering Unmasked Estep 
Score: -926048.937500 Penalty: 4216.124512
	Iteration 0F: 3 clusters Score -926048.9 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2443 members 
Mstep: Class 2 contains 2473 members 
Entering Unmasked Estep 
Score: -927096.562500 Penalty: 4216.124512
	Iteration 1F: 3 clusters Score -927096.6 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2461 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -927277.250000 Penalty: 4216.124512
	Iteration 2F: 3 clusters Score -927277.2 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2501 members 
Mstep: Class 2 contains 2415 members 
Entering Unmasked Estep 
Score: -927384.937500 Penalty: 4216.124512
	Iteration 3Q: 3 clusters Score -927384.9 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 2396 members 
Entering Unmasked Estep 
Score: -927451.937500 Penalty: 4216.124512
	Iteration 4Q: 3 clusters Score -927451.9 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2382 members 
Entering Unmasked Estep 
Score: -927504.687500 Penalty: 4216.124512
	Iteration 5Q: 3 clusters Score -927504.7 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2378 members 
Entering Unmasked Estep 
Score: -927545.187500 Penalty: 4216.124512
	Iteration 6Q: 3 clusters Score -927545.2 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2557 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -927578.500000 Penalty: 4216.124512
	Iteration 7Q: 3 clusters Score -927578.5 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2567 members 
Mstep: Class 2 contains 2349 members 
Entering Unmasked Estep 
Score: -927599.562500 Penalty: 4216.124512
	Iteration 8Q: 3 clusters Score -927599.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2577 members 
Mstep: Class 2 contains 2339 members 
Entering Unmasked Estep 
Score: -927613.500000 Penalty: 4216.124512
	Iteration 9Q: 3 clusters Score -927613.5 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2587 members 
Mstep: Class 2 contains 2329 members 
Entering Unmasked Estep 
Score: -927631.687500 Penalty: 4216.124512
	Iteration 10Q: 3 clusters Score -927631.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2317 members 
Entering Unmasked Estep 
Score: -927650.125000 Penalty: 4216.124512
	Iteration 11Q: 3 clusters Score -927650.1 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -927670.750000 Penalty: 4216.124512
	Iteration 12Q: 3 clusters Score -927670.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -927689.062500 Penalty: 4216.124512
	Iteration 13Q: 3 clusters Score -927689.1 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2606 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -927702.375000 Penalty: 4216.124512
	Iteration 14Q: 3 clusters Score -927702.4 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -927718.062500 Penalty: 4216.124512
	Iteration 15Q: 3 clusters Score -927718.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -927728.375000 Penalty: 4216.124512
	Iteration 16Q: 3 clusters Score -927728.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -927742.125000 Penalty: 4216.124512
	Iteration 17Q: 3 clusters Score -927742.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2609 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -927752.312500 Penalty: 4216.124512
	Iteration 18Q: 3 clusters Score -927752.3 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2604 members 
Mstep: Class 2 contains 2312 members 
Entering Unmasked Estep 
Score: -927765.687500 Penalty: 4216.124512
	Iteration 19Q: 3 clusters Score -927765.7 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2594 members 
Mstep: Class 2 contains 2322 members 
Entering Unmasked Estep 
Score: -927779.750000 Penalty: 4216.124512
	Iteration 20F: 3 clusters Score -927779.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2327 members 
Entering Unmasked Estep 
Score: -927794.875000 Penalty: 4216.124512
	Iteration 21Q: 3 clusters Score -927794.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 2324 members 
Entering Unmasked Estep 
Score: -927804.062500 Penalty: 4216.124512
	Iteration 22Q: 3 clusters Score -927804.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2595 members 
Mstep: Class 2 contains 2321 members 
Entering Unmasked Estep 
Score: -927812.625000 Penalty: 4216.124512
	Iteration 23Q: 3 clusters Score -927812.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -927823.812500 Penalty: 4216.124512
	Iteration 24Q: 3 clusters Score -927823.8 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2602 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -927830.312500 Penalty: 4216.124512
	Iteration 25Q: 3 clusters Score -927830.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2607 members 
Mstep: Class 2 contains 2309 members 
Entering Unmasked Estep 
Score: -927834.687500 Penalty: 4216.124512
	Iteration 26Q: 3 clusters Score -927834.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2608 members 
Mstep: Class 2 contains 2308 members 
Entering Unmasked Estep 
Score: -927838.000000 Penalty: 4216.124512
	Iteration 27Q: 3 clusters Score -927838 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2302 members 
Entering Unmasked Estep 
Score: -927842.812500 Penalty: 4216.124512
	Iteration 28Q: 3 clusters Score -927842.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2624 members 
Mstep: Class 2 contains 2292 members 
Entering Unmasked Estep 
Score: -927846.062500 Penalty: 4216.124512
	Iteration 29Q: 3 clusters Score -927846.1 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2626 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -927848.625000 Penalty: 4216.124512
	Iteration 30Q: 3 clusters Score -927848.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2629 members 
Mstep: Class 2 contains 2287 members 
Entering Unmasked Estep 
Score: -927854.187500 Penalty: 4216.124512
	Iteration 31Q: 3 clusters Score -927854.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -927859.375000 Penalty: 4216.124512
	Iteration 32Q: 3 clusters Score -927859.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2633 members 
Mstep: Class 2 contains 2283 members 
Entering Unmasked Estep 
Score: -927866.187500 Penalty: 4216.124512
	Iteration 33Q: 3 clusters Score -927866.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 2281 members 
Entering Unmasked Estep 
Score: -927870.812500 Penalty: 4216.124512
	Iteration 34Q: 3 clusters Score -927870.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -927874.687500 Penalty: 4216.124512
	Iteration 35Q: 3 clusters Score -927874.7 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2639 members 
Mstep: Class 2 contains 2277 members 
Entering Unmasked Estep 
Score: -927877.625000 Penalty: 4216.124512
	Iteration 36Q: 3 clusters Score -927877.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2642 members 
Mstep: Class 2 contains 2274 members 
Entering Unmasked Estep 
Score: -927879.000000 Penalty: 4216.124512
	Iteration 37Q: 3 clusters Score -927879 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2644 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -927880.562500 Penalty: 4216.124512
	Iteration 38Q: 3 clusters Score -927880.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2648 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -927881.812500 Penalty: 4216.124512
	Iteration 39Q: 3 clusters Score -927881.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 2265 members 
Entering Unmasked Estep 
Score: -927882.937500 Penalty: 4216.124512
	Iteration 40F: 3 clusters Score -927882.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2264 members 
Entering Unmasked Estep 
Score: -927886.625000 Penalty: 4216.124512
	Iteration 41Q: 3 clusters Score -927886.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 2261 members 
Entering Unmasked Estep 
Score: -927890.000000 Penalty: 4216.124512
	Iteration 42Q: 3 clusters Score -927890 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 2258 members 
Entering Unmasked Estep 
Score: -927889.312500 Penalty: 4216.124512
	Iteration 43Q: 3 clusters Score -927889.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2254 members 
Entering Unmasked Estep 
Score: -927893.250000 Penalty: 4216.124512
	Iteration 44Q: 3 clusters Score -927893.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2665 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -927891.625000 Penalty: 4216.124512
	Iteration 45Q: 3 clusters Score -927891.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2671 members 
Mstep: Class 2 contains 2245 members 
Entering Unmasked Estep 
Score: -927893.250000 Penalty: 4216.124512
	Iteration 46Q: 3 clusters Score -927893.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2670 members 
Mstep: Class 2 contains 2246 members 
Entering Unmasked Estep 
Score: -927897.500000 Penalty: 4216.124512
	Iteration 47Q: 3 clusters Score -927897.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2667 members 
Mstep: Class 2 contains 2249 members 
Entering Unmasked Estep 
Score: -927899.062500 Penalty: 4216.124512
	Iteration 48Q: 3 clusters Score -927899.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2672 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -927901.250000 Penalty: 4216.124512
	Iteration 49Q: 3 clusters Score -927901.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2673 members 
Mstep: Class 2 contains 2243 members 
Entering Unmasked Estep 
Score: -927902.687500 Penalty: 4216.124512
	Iteration 50Q: 3 clusters Score -927902.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2674 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -927901.500000 Penalty: 4216.124512
	Iteration 51Q: 3 clusters Score -927901.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2677 members 
Mstep: Class 2 contains 2239 members 
Entering Unmasked Estep 
Score: -927902.000000 Penalty: 4216.124512
	Iteration 52Q: 3 clusters Score -927902 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2679 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -927901.875000 Penalty: 4216.124512
	Iteration 53Q: 3 clusters Score -927901.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2680 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -927904.312500 Penalty: 4216.124512
	Iteration 54Q: 3 clusters Score -927904.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -927904.812500 Penalty: 4216.124512
	Iteration 55Q: 3 clusters Score -927904.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -927907.625000 Penalty: 4216.124512
	Iteration 56Q: 3 clusters Score -927907.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -927907.062500 Penalty: 4216.124512
	Iteration 57Q: 3 clusters Score -927907.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -927906.312500 Penalty: 4216.124512
	Iteration 58Q: 3 clusters Score -927906.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -927907.312500 Penalty: 4216.124512
	Iteration 59Q: 3 clusters Score -927907.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 2234 members 
Entering Unmasked Estep 
Score: -927909.750000 Penalty: 4216.124512
	Iteration 60F: 3 clusters Score -927909.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2683 members 
Mstep: Class 2 contains 2233 members 
Entering Unmasked Estep 
Score: -927909.750000 Penalty: 4216.124512
	Iteration 61Q: 3 clusters Score -927909.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2687 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -927912.500000 Penalty: 4216.124512
	Iteration 62Q: 3 clusters Score -927912.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -927914.812500 Penalty: 4216.124512
	Iteration 63Q: 3 clusters Score -927914.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 2230 members 
Entering Unmasked Estep 
Score: -927915.812500 Penalty: 4216.124512
	Iteration 64Q: 3 clusters Score -927915.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2688 members 
Mstep: Class 2 contains 2228 members 
Entering Unmasked Estep 
Score: -927918.750000 Penalty: 4216.124512
	Iteration 65Q: 3 clusters Score -927918.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2689 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -927921.187500 Penalty: 4216.124512
	Iteration 66Q: 3 clusters Score -927921.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2692 members 
Mstep: Class 2 contains 2224 members 
Entering Unmasked Estep 
Score: -927921.937500 Penalty: 4216.124512
	Iteration 67Q: 3 clusters Score -927921.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2223 members 
Entering Unmasked Estep 
Score: -927924.625000 Penalty: 4216.124512
	Iteration 68Q: 3 clusters Score -927924.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -927924.437500 Penalty: 4216.124512
	Iteration 69Q: 3 clusters Score -927924.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -927924.500000 Penalty: 4216.124512
	Iteration 70Q: 3 clusters Score -927924.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2218 members 
Entering Unmasked Estep 
Score: -927926.437500 Penalty: 4216.124512
	Iteration 71Q: 3 clusters Score -927926.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2695 members 
Mstep: Class 2 contains 2221 members 
Entering Unmasked Estep 
Score: -927925.000000 Penalty: 4216.124512
	Iteration 72Q: 3 clusters Score -927925 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2697 members 
Mstep: Class 2 contains 2219 members 
Entering Unmasked Estep 
Score: -927927.437500 Penalty: 4216.124512
	Iteration 73Q: 3 clusters Score -927927.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2701 members 
Mstep: Class 2 contains 2215 members 
Entering Unmasked Estep 
Score: -927930.750000 Penalty: 4216.124512
	Iteration 74Q: 3 clusters Score -927930.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2707 members 
Mstep: Class 2 contains 2209 members 
Entering Unmasked Estep 
Score: -927933.312500 Penalty: 4216.124512
	Iteration 75Q: 3 clusters Score -927933.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -927932.750000 Penalty: 4216.124512
	Iteration 76Q: 3 clusters Score -927932.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2708 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -927934.312500 Penalty: 4216.124512
	Iteration 77Q: 3 clusters Score -927934.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2712 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -927935.062500 Penalty: 4216.124512
	Iteration 78Q: 3 clusters Score -927935.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -927936.125000 Penalty: 4216.124512
	Iteration 79Q: 3 clusters Score -927936.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2710 members 
Mstep: Class 2 contains 2206 members 
Entering Unmasked Estep 
Score: -927936.125000 Penalty: 4216.124512
	Iteration 80F: 3 clusters Score -927936.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32092 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32092 members 
Entering Unmasked Estep 
Score: -6080803.000000 Penalty: 2573.337646
	Iteration 0F: 2 clusters Score -6080803 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16168 members 
Mstep: Class 2 contains 15924 members 
Entering Unmasked Estep 
Score: -6059401.500000 Penalty: 5146.675293
	Iteration 0F: 3 clusters Score -6059402 nChanged 14494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 15382 members 
Entering Unmasked Estep 
Score: -6067316.000000 Penalty: 5146.675293
	Iteration 1F: 3 clusters Score -6067316 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17076 members 
Mstep: Class 2 contains 15016 members 
Entering Unmasked Estep 
Score: -6067738.500000 Penalty: 5146.675293
	Iteration 2Q: 3 clusters Score -6067738 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17598 members 
Mstep: Class 2 contains 14494 members 
Entering Unmasked Estep 
Score: -6068170.500000 Penalty: 5146.675293
	Iteration 3Q: 3 clusters Score -6068170 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18300 members 
Mstep: Class 2 contains 13792 members 
Entering Unmasked Estep 
Score: -6068567.500000 Penalty: 5146.675293
	Iteration 4Q: 3 clusters Score -6068568 nChanged 1179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19185 members 
Mstep: Class 2 contains 12907 members 
Entering Unmasked Estep 
Score: -6069047.000000 Penalty: 5146.675293
	Iteration 5Q: 3 clusters Score -6069047 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20313 members 
Mstep: Class 2 contains 11779 members 
Entering Unmasked Estep 
Score: -6069726.500000 Penalty: 5146.675293
	Iteration 6Q: 3 clusters Score -6069726 nChanged 1570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21789 members 
Mstep: Class 2 contains 10303 members 
Entering Unmasked Estep 
Score: -6070679.500000 Penalty: 5146.675293
	Iteration 7Q: 3 clusters Score -6070680 nChanged 1893
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23622 members 
Mstep: Class 2 contains 8470 members 
Entering Unmasked Estep 
Score: -6072041.000000 Penalty: 5146.675293
	Iteration 8F: 3 clusters Score -6072041 nChanged 2018
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25608 members 
Mstep: Class 2 contains 6484 members 
Entering Unmasked Estep 
Score: -6073661.500000 Penalty: 5146.675293
	Iteration 9F: 3 clusters Score -6073662 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27516 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -6075200.000000 Penalty: 5146.675293
	Iteration 10F: 3 clusters Score -6075200 nChanged 1530
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29032 members 
Mstep: Class 2 contains 3060 members 
Entering Unmasked Estep 
Score: -6076430.000000 Penalty: 5146.675293
	Iteration 11Q: 3 clusters Score -6076430 nChanged 1066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30090 members 
Mstep: Class 2 contains 2002 members 
Entering Unmasked Estep 
Score: -6077264.500000 Penalty: 5146.675293
	Iteration 12Q: 3 clusters Score -6077264 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30705 members 
Mstep: Class 2 contains 1387 members 
Entering Unmasked Estep 
Score: -6077721.000000 Penalty: 5146.675293
	Iteration 13Q: 3 clusters Score -6077721 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -6078019.000000 Penalty: 5146.675293
	Iteration 14Q: 3 clusters Score -6078019 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31256 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -6078204.000000 Penalty: 5146.675293
	Iteration 15Q: 3 clusters Score -6078204 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31379 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -6078322.500000 Penalty: 5146.675293
	Iteration 16Q: 3 clusters Score -6078322 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31464 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -6078413.500000 Penalty: 5146.675293
	Iteration 17Q: 3 clusters Score -6078414 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31517 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -6078463.500000 Penalty: 5146.675293
	Iteration 18Q: 3 clusters Score -6078464 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31553 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -6078500.500000 Penalty: 5146.675293
	Iteration 19Q: 3 clusters Score -6078500 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31575 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -6078530.000000 Penalty: 5146.675293
	Iteration 20F: 3 clusters Score -6078530 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31588 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -6078538.500000 Penalty: 5146.675293
	Iteration 21Q: 3 clusters Score -6078538 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31590 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -6078545.000000 Penalty: 5146.675293
	Iteration 22Q: 3 clusters Score -6078545 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31598 members 
Mstep: Class 2 contains 494 members 
Entering Unmasked Estep 
Score: -6078553.500000 Penalty: 5146.675293
	Iteration 23Q: 3 clusters Score -6078554 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6078556.000000 Penalty: 5146.675293
	Iteration 24Q: 3 clusters Score -6078556 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31600 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -6078560.500000 Penalty: 5146.675293
	Iteration 25Q: 3 clusters Score -6078560 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31601 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -6078563.000000 Penalty: 5146.675293
	Iteration 26Q: 3 clusters Score -6078563 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31603 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -6078567.000000 Penalty: 5146.675293
	Iteration 27Q: 3 clusters Score -6078567 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31605 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -6078569.500000 Penalty: 5146.675293
	Iteration 28Q: 3 clusters Score -6078570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31608 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -6078569.500000 Penalty: 5146.675293
	Iteration 29Q: 3 clusters Score -6078570 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31611 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -6078576.000000 Penalty: 5146.675293
	Iteration 30Q: 3 clusters Score -6078576 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31612 members 
Mstep: Class 2 contains 480 members 
Entering Unmasked Estep 
Score: -6078578.000000 Penalty: 5146.675293
	Iteration 31Q: 3 clusters Score -6078578 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31614 members 
Mstep: Class 2 contains 478 members 
Entering Unmasked Estep 
Score: -6078580.500000 Penalty: 5146.675293
	Iteration 32Q: 3 clusters Score -6078580 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31618 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -6078586.500000 Penalty: 5146.675293
	Iteration 33Q: 3 clusters Score -6078586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31620 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -6078589.000000 Penalty: 5146.675293
	Iteration 34Q: 3 clusters Score -6078589 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31625 members 
Mstep: Class 2 contains 467 members 
Entering Unmasked Estep 
Score: -6078583.000000 Penalty: 5146.675293
	Iteration 35Q: 3 clusters Score -6078583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31629 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -6078585.500000 Penalty: 5146.675293
	Iteration 36Q: 3 clusters Score -6078586 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31630 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -6078579.000000 Penalty: 5146.675293
	Iteration 37Q: 3 clusters Score -6078579 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31632 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -6078585.500000 Penalty: 5146.675293
	Iteration 38Q: 3 clusters Score -6078586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31634 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -6078586.500000 Penalty: 5146.675293
	Iteration 39Q: 3 clusters Score -6078586 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31636 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -6078590.000000 Penalty: 5146.675293
	Iteration 40F: 3 clusters Score -6078590 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45736 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45736 members 
Entering Unmasked Estep 
Score: -8781457.000000 Penalty: 2661.198975
	Iteration 0F: 2 clusters Score -8781457 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22824 members 
Mstep: Class 2 contains 22912 members 
Entering Unmasked Estep 
Score: -8754425.000000 Penalty: 5322.397949
	Iteration 0F: 3 clusters Score -8754425 nChanged 20991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22339 members 
Mstep: Class 2 contains 23397 members 
Entering Unmasked Estep 
Score: -8765742.000000 Penalty: 5322.397949
	Iteration 1F: 3 clusters Score -8765742 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21944 members 
Mstep: Class 2 contains 23792 members 
Entering Unmasked Estep 
Score: -8766126.000000 Penalty: 5322.397949
	Iteration 2Q: 3 clusters Score -8766126 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21376 members 
Mstep: Class 2 contains 24360 members 
Entering Unmasked Estep 
Score: -8766525.000000 Penalty: 5322.397949
	Iteration 3Q: 3 clusters Score -8766525 nChanged 1647
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20589 members 
Mstep: Class 2 contains 25147 members 
Entering Unmasked Estep 
Score: -8766960.000000 Penalty: 5322.397949
	Iteration 4Q: 3 clusters Score -8766960 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19572 members 
Mstep: Class 2 contains 26164 members 
Entering Unmasked Estep 
Score: -8767441.000000 Penalty: 5322.397949
	Iteration 5Q: 3 clusters Score -8767441 nChanged 1926
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18250 members 
Mstep: Class 2 contains 27486 members 
Entering Unmasked Estep 
Score: -8767996.000000 Penalty: 5322.397949
	Iteration 6Q: 3 clusters Score -8767996 nChanged 2094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 29216 members 
Entering Unmasked Estep 
Score: -8768812.000000 Penalty: 5322.397949
	Iteration 7Q: 3 clusters Score -8768812 nChanged 2441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14257 members 
Mstep: Class 2 contains 31479 members 
Entering Unmasked Estep 
Score: -8770012.000000 Penalty: 5322.397949
	Iteration 8F: 3 clusters Score -8770012 nChanged 2881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 34328 members 
Entering Unmasked Estep 
Score: -8771800.000000 Penalty: 5322.397949
	Iteration 9F: 3 clusters Score -8771800 nChanged 3224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 37538 members 
Entering Unmasked Estep 
Score: -8774110.000000 Penalty: 5322.397949
	Iteration 10F: 3 clusters Score -8774110 nChanged 2988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 40516 members 
Entering Unmasked Estep 
Score: -8776269.000000 Penalty: 5322.397949
	Iteration 11F: 3 clusters Score -8776269 nChanged 2213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 42723 members 
Entering Unmasked Estep 
Score: -8777679.000000 Penalty: 5322.397949
	Iteration 12Q: 3 clusters Score -8777679 nChanged 1388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1625 members 
Mstep: Class 2 contains 44111 members 
Entering Unmasked Estep 
Score: -8778420.000000 Penalty: 5322.397949
	Iteration 13Q: 3 clusters Score -8778420 nChanged 730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 44829 members 
Entering Unmasked Estep 
Score: -8778814.000000 Penalty: 5322.397949
	Iteration 14Q: 3 clusters Score -8778814 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 45123 members 
Entering Unmasked Estep 
Score: -8778995.000000 Penalty: 5322.397949
	Iteration 15Q: 3 clusters Score -8778995 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 45251 members 
Entering Unmasked Estep 
Score: -8779088.000000 Penalty: 5322.397949
	Iteration 16Q: 3 clusters Score -8779088 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 435 members 
Mstep: Class 2 contains 45301 members 
Entering Unmasked Estep 
Score: -8779104.000000 Penalty: 5322.397949
	Iteration 17Q: 3 clusters Score -8779104 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 45328 members 
Entering Unmasked Estep 
Score: -8779133.000000 Penalty: 5322.397949
	Iteration 18Q: 3 clusters Score -8779133 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 45344 members 
Entering Unmasked Estep 
Score: -8779145.000000 Penalty: 5322.397949
	Iteration 19Q: 3 clusters Score -8779145 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 45358 members 
Entering Unmasked Estep 
Score: -8779165.000000 Penalty: 5322.397949
	Iteration 20F: 3 clusters Score -8779165 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 45371 members 
Entering Unmasked Estep 
Score: -8779185.000000 Penalty: 5322.397949
	Iteration 21Q: 3 clusters Score -8779185 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 45387 members 
Entering Unmasked Estep 
Score: -8779192.000000 Penalty: 5322.397949
	Iteration 22Q: 3 clusters Score -8779192 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 45399 members 
Entering Unmasked Estep 
Score: -8779190.000000 Penalty: 5322.397949
	Iteration 23Q: 3 clusters Score -8779190 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 45406 members 
Entering Unmasked Estep 
Score: -8779207.000000 Penalty: 5322.397949
	Iteration 24Q: 3 clusters Score -8779207 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 45412 members 
Entering Unmasked Estep 
Score: -8779225.000000 Penalty: 5322.397949
	Iteration 25Q: 3 clusters Score -8779225 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -8779226.000000 Penalty: 5322.397949
	Iteration 26Q: 3 clusters Score -8779226 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 45414 members 
Entering Unmasked Estep 
Score: -8779238.000000 Penalty: 5322.397949
	Iteration 27Q: 3 clusters Score -8779238 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 45415 members 
Entering Unmasked Estep 
Score: -8779238.000000 Penalty: 5322.397949
	Iteration 28Q: 3 clusters Score -8779238 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 45417 members 
Entering Unmasked Estep 
Score: -8779236.000000 Penalty: 5322.397949
	Iteration 29Q: 3 clusters Score -8779236 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 45419 members 
Entering Unmasked Estep 
Score: -8779238.000000 Penalty: 5322.397949
	Iteration 30Q: 3 clusters Score -8779238 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 45421 members 
Entering Unmasked Estep 
Score: -8779243.000000 Penalty: 5322.397949
	Iteration 31Q: 3 clusters Score -8779243 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -8779239.000000 Penalty: 5322.397949
	Iteration 32Q: 3 clusters Score -8779239 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 45423 members 
Entering Unmasked Estep 
Score: -8779239.000000 Penalty: 5322.397949
	Iteration 33F: 3 clusters Score -8779239 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (24737 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24737 members 
Entering Unmasked Estep 
Score: -4800641.500000 Penalty: 2508.781738
	Iteration 0F: 2 clusters Score -4800642 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12308 members 
Mstep: Class 2 contains 12429 members 
Entering Unmasked Estep 
Score: -4783637.500000 Penalty: 5017.563477
	Iteration 0F: 3 clusters Score -4783638 nChanged 10961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11937 members 
Mstep: Class 2 contains 12800 members 
Entering Unmasked Estep 
Score: -4789522.000000 Penalty: 5017.563477
	Iteration 1F: 3 clusters Score -4789522 nChanged 1241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 13033 members 
Entering Unmasked Estep 
Score: -4789896.000000 Penalty: 5017.563477
	Iteration 2F: 3 clusters Score -4789896 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11278 members 
Mstep: Class 2 contains 13459 members 
Entering Unmasked Estep 
Score: -4790297.000000 Penalty: 5017.563477
	Iteration 3Q: 3 clusters Score -4790297 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10731 members 
Mstep: Class 2 contains 14006 members 
Entering Unmasked Estep 
Score: -4790639.000000 Penalty: 5017.563477
	Iteration 4Q: 3 clusters Score -4790639 nChanged 985
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10074 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -4791013.000000 Penalty: 5017.563477
	Iteration 5Q: 3 clusters Score -4791013 nChanged 1040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9230 members 
Mstep: Class 2 contains 15507 members 
Entering Unmasked Estep 
Score: -4791438.000000 Penalty: 5017.563477
	Iteration 6Q: 3 clusters Score -4791438 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8176 members 
Mstep: Class 2 contains 16561 members 
Entering Unmasked Estep 
Score: -4792027.000000 Penalty: 5017.563477
	Iteration 7Q: 3 clusters Score -4792027 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6906 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -4792843.500000 Penalty: 5017.563477
	Iteration 8F: 3 clusters Score -4792844 nChanged 1451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5479 members 
Mstep: Class 2 contains 19258 members 
Entering Unmasked Estep 
Score: -4793864.500000 Penalty: 5017.563477
	Iteration 9F: 3 clusters Score -4793864 nChanged 1499
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3992 members 
Mstep: Class 2 contains 20745 members 
Entering Unmasked Estep 
Score: -4795060.000000 Penalty: 5017.563477
	Iteration 10F: 3 clusters Score -4795060 nChanged 1346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2650 members 
Mstep: Class 2 contains 22087 members 
Entering Unmasked Estep 
Score: -4796205.500000 Penalty: 5017.563477
	Iteration 11F: 3 clusters Score -4796206 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 23085 members 
Entering Unmasked Estep 
Score: -4797090.500000 Penalty: 5017.563477
	Iteration 12Q: 3 clusters Score -4797090 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 23711 members 
Entering Unmasked Estep 
Score: -4797669.000000 Penalty: 5017.563477
	Iteration 13Q: 3 clusters Score -4797669 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 24061 members 
Entering Unmasked Estep 
Score: -4798002.500000 Penalty: 5017.563477
	Iteration 14Q: 3 clusters Score -4798002 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 24210 members 
Entering Unmasked Estep 
Score: -4798182.000000 Penalty: 5017.563477
	Iteration 15Q: 3 clusters Score -4798182 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -4798268.000000 Penalty: 5017.563477
	Iteration 16Q: 3 clusters Score -4798268 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4798316.500000 Penalty: 5017.563477
	Iteration 17Q: 3 clusters Score -4798316 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -4798361.000000 Penalty: 5017.563477
	Iteration 18Q: 3 clusters Score -4798361 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -4798388.500000 Penalty: 5017.563477
	Iteration 19Q: 3 clusters Score -4798388 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 24395 members 
Entering Unmasked Estep 
Score: -4798413.500000 Penalty: 5017.563477
	Iteration 20F: 3 clusters Score -4798414 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -4798431.000000 Penalty: 5017.563477
	Iteration 21Q: 3 clusters Score -4798431 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 24414 members 
Entering Unmasked Estep 
Score: -4798434.500000 Penalty: 5017.563477
	Iteration 22Q: 3 clusters Score -4798434 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 24422 members 
Entering Unmasked Estep 
Score: -4798448.000000 Penalty: 5017.563477
	Iteration 23Q: 3 clusters Score -4798448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 24430 members 
Entering Unmasked Estep 
Score: -4798470.000000 Penalty: 5017.563477
	Iteration 24Q: 3 clusters Score -4798470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 24437 members 
Entering Unmasked Estep 
Score: -4798476.500000 Penalty: 5017.563477
	Iteration 25Q: 3 clusters Score -4798476 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 24442 members 
Entering Unmasked Estep 
Score: -4798485.500000 Penalty: 5017.563477
	Iteration 26Q: 3 clusters Score -4798486 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -4798487.000000 Penalty: 5017.563477
	Iteration 27Q: 3 clusters Score -4798487 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -4798486.000000 Penalty: 5017.563477
	Iteration 28Q: 3 clusters Score -4798486 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 24443 members 
Entering Unmasked Estep 
Score: -4798486.000000 Penalty: 5017.563477
	Iteration 29F: 3 clusters Score -4798486 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -250164.640625 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -250164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 760 members 
Entering Unmasked Estep 
Score: -247980.171875 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -247980.2 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -248489.046875 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -248489 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 633 members 
Mstep: Class 2 contains 830 members 
Entering Unmasked Estep 
Score: -248842.156250 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -248842.2 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -249318.843750 Penalty: 3614.969238
	Iteration 3F: 3 clusters Score -249318.8 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -249715.843750 Penalty: 3614.969238
	Iteration 4F: 3 clusters Score -249715.8 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 493 members 
Mstep: Class 2 contains 970 members 
Entering Unmasked Estep 
Score: -249910.359375 Penalty: 3614.969238
	Iteration 5F: 3 clusters Score -249910.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -249991.578125 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -249991.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -250062.796875 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -250062.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 489 members 
Mstep: Class 2 contains 974 members 
Entering Unmasked Estep 
Score: -250195.234375 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -250195.2 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 499 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -250284.890625 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -250284.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 514 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -250320.078125 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -250320.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 942 members 
Entering Unmasked Estep 
Score: -250358.984375 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -250359 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 533 members 
Mstep: Class 2 contains 930 members 
Entering Unmasked Estep 
Score: -250417.562500 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -250417.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -250457.468750 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -250457.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -250488.984375 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -250489 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 580 members 
Mstep: Class 2 contains 883 members 
Entering Unmasked Estep 
Score: -250514.562500 Penalty: 3614.969238
	Iteration 15Q: 3 clusters Score -250514.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 591 members 
Mstep: Class 2 contains 872 members 
Entering Unmasked Estep 
Score: -250528.640625 Penalty: 3614.969238
	Iteration 16Q: 3 clusters Score -250528.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 604 members 
Mstep: Class 2 contains 859 members 
Entering Unmasked Estep 
Score: -250546.859375 Penalty: 3614.969238
	Iteration 17Q: 3 clusters Score -250546.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -250562.015625 Penalty: 3614.969238
	Iteration 18Q: 3 clusters Score -250562 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -250585.312500 Penalty: 3614.969238
	Iteration 19Q: 3 clusters Score -250585.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 649 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -250630.406250 Penalty: 3614.969238
	Iteration 20F: 3 clusters Score -250630.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -250721.328125 Penalty: 3614.969238
	Iteration 21Q: 3 clusters Score -250721.3 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -250826.500000 Penalty: 3614.969238
	Iteration 22Q: 3 clusters Score -250826.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -250879.468750 Penalty: 3614.969238
	Iteration 23Q: 3 clusters Score -250879.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -250918.203125 Penalty: 3614.969238
	Iteration 24Q: 3 clusters Score -250918.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 730 members 
Mstep: Class 2 contains 733 members 
Entering Unmasked Estep 
Score: -250945.296875 Penalty: 3614.969238
	Iteration 25Q: 3 clusters Score -250945.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -250949.500000 Penalty: 3614.969238
	Iteration 26Q: 3 clusters Score -250949.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -250950.406250 Penalty: 3614.969238
	Iteration 27Q: 3 clusters Score -250950.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -250951.046875 Penalty: 3614.969238
	Iteration 28Q: 3 clusters Score -250951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -250951.046875 Penalty: 3614.969238
	Iteration 29F: 3 clusters Score -250951 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 32092 members 
Mstep: Class 4 contains 45736 members 
Mstep: Class 5 contains 24737 members 
Mstep: Class 6 contains 735 members 
Mstep: Class 7 contains 42816 members 
Mstep: Class 8 contains 45142 members 
Mstep: Class 9 contains 52154 members 
Mstep: Class 10 contains 17052 members 
Mstep: Class 11 contains 24753 members 
Mstep: Class 12 contains 60189 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15176 members 
Mstep: Class 15 contains 8994 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44242 members 
Mstep: Class 18 contains 5291 members 
Mstep: Class 19 contains 5955 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29221 members 
Mstep: Class 22 contains 42504 members 
Mstep: Class 23 contains 27282 members 
Mstep: Class 24 contains 2905 members 
Mstep: Class 25 contains 6855 members 
Mstep: Class 26 contains 41780 members 
Mstep: Class 27 contains 54518 members 
Mstep: Class 28 contains 48288 members 
Mstep: Class 29 contains 3985 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 55331 members 
Mstep: Class 32 contains 26536 members 
Mstep: Class 33 contains 42203 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46305 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29932 members 
Mstep: Class 40 contains 34588 members 
Mstep: Class 41 contains 21489 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25395 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46380 members 
Mstep: Class 47 contains 23149 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 15772 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26868 members 
Mstep: Class 53 contains 728 members 
Entering Unmasked Estep 
Score: -207974512.000000 Penalty: 183036.406250
Splitting cluster 6 changes total score from -207975952.000000 to -207974512.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (42816 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42816 members 
Entering Unmasked Estep 
Score: -8250366.500000 Penalty: 2644.837402
	Iteration 0F: 2 clusters Score -8250366 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21244 members 
Mstep: Class 2 contains 21572 members 
Entering Unmasked Estep 
Score: -8225054.000000 Penalty: 5289.674805
	Iteration 0F: 3 clusters Score -8225054 nChanged 19703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19857 members 
Mstep: Class 2 contains 22959 members 
Entering Unmasked Estep 
Score: -8236072.000000 Penalty: 5289.674805
	Iteration 1F: 3 clusters Score -8236072 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18899 members 
Mstep: Class 2 contains 23917 members 
Entering Unmasked Estep 
Score: -8236639.500000 Penalty: 5289.674805
	Iteration 2Q: 3 clusters Score -8236640 nChanged 1954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17599 members 
Mstep: Class 2 contains 25217 members 
Entering Unmasked Estep 
Score: -8237332.500000 Penalty: 5289.674805
	Iteration 3Q: 3 clusters Score -8237332 nChanged 2108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 26937 members 
Entering Unmasked Estep 
Score: -8238010.500000 Penalty: 5289.674805
	Iteration 4Q: 3 clusters Score -8238010 nChanged 2457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13614 members 
Mstep: Class 2 contains 29202 members 
Entering Unmasked Estep 
Score: -8239029.500000 Penalty: 5289.674805
	Iteration 5F: 3 clusters Score -8239030 nChanged 2912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10806 members 
Mstep: Class 2 contains 32010 members 
Entering Unmasked Estep 
Score: -8240425.500000 Penalty: 5289.674805
	Iteration 6F: 3 clusters Score -8240426 nChanged 2994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7858 members 
Mstep: Class 2 contains 34958 members 
Entering Unmasked Estep 
Score: -8242323.000000 Penalty: 5289.674805
	Iteration 7F: 3 clusters Score -8242323 nChanged 2795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5093 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -8244344.500000 Penalty: 5289.674805
	Iteration 8F: 3 clusters Score -8244344 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 39814 members 
Entering Unmasked Estep 
Score: -8245935.500000 Penalty: 5289.674805
	Iteration 9Q: 3 clusters Score -8245936 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1726 members 
Mstep: Class 2 contains 41090 members 
Entering Unmasked Estep 
Score: -8246994.500000 Penalty: 5289.674805
	Iteration 10Q: 3 clusters Score -8246994 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 41719 members 
Entering Unmasked Estep 
Score: -8247435.000000 Penalty: 5289.674805
	Iteration 11Q: 3 clusters Score -8247435 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 765 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8247681.000000 Penalty: 5289.674805
	Iteration 12Q: 3 clusters Score -8247681 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 42213 members 
Entering Unmasked Estep 
Score: -8247789.500000 Penalty: 5289.674805
	Iteration 13Q: 3 clusters Score -8247790 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 42296 members 
Entering Unmasked Estep 
Score: -8247878.500000 Penalty: 5289.674805
	Iteration 14Q: 3 clusters Score -8247878 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 476 members 
Mstep: Class 2 contains 42340 members 
Entering Unmasked Estep 
Score: -8247910.000000 Penalty: 5289.674805
	Iteration 15Q: 3 clusters Score -8247910 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 42371 members 
Entering Unmasked Estep 
Score: -8247963.000000 Penalty: 5289.674805
	Iteration 16Q: 3 clusters Score -8247963 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 431 members 
Mstep: Class 2 contains 42385 members 
Entering Unmasked Estep 
Score: -8247974.500000 Penalty: 5289.674805
	Iteration 17Q: 3 clusters Score -8247974 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 42400 members 
Entering Unmasked Estep 
Score: -8247993.000000 Penalty: 5289.674805
	Iteration 18Q: 3 clusters Score -8247993 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 410 members 
Mstep: Class 2 contains 42406 members 
Entering Unmasked Estep 
Score: -8247998.500000 Penalty: 5289.674805
	Iteration 19Q: 3 clusters Score -8247998 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 42407 members 
Entering Unmasked Estep 
Score: -8248008.500000 Penalty: 5289.674805
	Iteration 20F: 3 clusters Score -8248008 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 42412 members 
Entering Unmasked Estep 
Score: -8248011.000000 Penalty: 5289.674805
	Iteration 21Q: 3 clusters Score -8248011 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -8248008.500000 Penalty: 5289.674805
	Iteration 22Q: 3 clusters Score -8248008 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -8248014.000000 Penalty: 5289.674805
	Iteration 23Q: 3 clusters Score -8248014 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -8248022.000000 Penalty: 5289.674805
	Iteration 24Q: 3 clusters Score -8248022 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 42414 members 
Entering Unmasked Estep 
Score: -8248016.500000 Penalty: 5289.674805
	Iteration 25Q: 3 clusters Score -8248016 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 42415 members 
Entering Unmasked Estep 
Score: -8248019.500000 Penalty: 5289.674805
	Iteration 26Q: 3 clusters Score -8248020 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -8248022.500000 Penalty: 5289.674805
	Iteration 27Q: 3 clusters Score -8248022 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 42416 members 
Entering Unmasked Estep 
Score: -8248022.500000 Penalty: 5289.674805
	Iteration 28F: 3 clusters Score -8248022 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45142 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45142 members 
Entering Unmasked Estep 
Score: -8451054.000000 Penalty: 2657.957031
	Iteration 0F: 2 clusters Score -8451054 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22437 members 
Mstep: Class 2 contains 22705 members 
Entering Unmasked Estep 
Score: -8421359.000000 Penalty: 5315.914062
	Iteration 0F: 3 clusters Score -8421359 nChanged 20781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21698 members 
Mstep: Class 2 contains 23444 members 
Entering Unmasked Estep 
Score: -8432779.000000 Penalty: 5315.914062
	Iteration 1F: 3 clusters Score -8432779 nChanged 1936
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21226 members 
Mstep: Class 2 contains 23916 members 
Entering Unmasked Estep 
Score: -8433297.000000 Penalty: 5315.914062
	Iteration 2Q: 3 clusters Score -8433297 nChanged 1735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20569 members 
Mstep: Class 2 contains 24573 members 
Entering Unmasked Estep 
Score: -8433813.000000 Penalty: 5315.914062
	Iteration 3Q: 3 clusters Score -8433813 nChanged 1715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19688 members 
Mstep: Class 2 contains 25454 members 
Entering Unmasked Estep 
Score: -8434380.000000 Penalty: 5315.914062
	Iteration 4Q: 3 clusters Score -8434380 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18423 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -8435080.000000 Penalty: 5315.914062
	Iteration 5Q: 3 clusters Score -8435080 nChanged 1990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16827 members 
Mstep: Class 2 contains 28315 members 
Entering Unmasked Estep 
Score: -8436148.000000 Penalty: 5315.914062
	Iteration 6Q: 3 clusters Score -8436148 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14840 members 
Mstep: Class 2 contains 30302 members 
Entering Unmasked Estep 
Score: -8437415.000000 Penalty: 5315.914062
	Iteration 7F: 3 clusters Score -8437415 nChanged 2473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12557 members 
Mstep: Class 2 contains 32585 members 
Entering Unmasked Estep 
Score: -8439056.000000 Penalty: 5315.914062
	Iteration 8F: 3 clusters Score -8439056 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10024 members 
Mstep: Class 2 contains 35118 members 
Entering Unmasked Estep 
Score: -8441169.000000 Penalty: 5315.914062
	Iteration 9F: 3 clusters Score -8441169 nChanged 2546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7562 members 
Mstep: Class 2 contains 37580 members 
Entering Unmasked Estep 
Score: -8443270.000000 Penalty: 5315.914062
	Iteration 10F: 3 clusters Score -8443270 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5547 members 
Mstep: Class 2 contains 39595 members 
Entering Unmasked Estep 
Score: -8444988.000000 Penalty: 5315.914062
	Iteration 11Q: 3 clusters Score -8444988 nChanged 1659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3940 members 
Mstep: Class 2 contains 41202 members 
Entering Unmasked Estep 
Score: -8446301.000000 Penalty: 5315.914062
	Iteration 12Q: 3 clusters Score -8446301 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2761 members 
Mstep: Class 2 contains 42381 members 
Entering Unmasked Estep 
Score: -8447178.000000 Penalty: 5315.914062
	Iteration 13Q: 3 clusters Score -8447178 nChanged 788
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1997 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -8447733.000000 Penalty: 5315.914062
	Iteration 14Q: 3 clusters Score -8447733 nChanged 489
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1518 members 
Mstep: Class 2 contains 43624 members 
Entering Unmasked Estep 
Score: -8448039.000000 Penalty: 5315.914062
	Iteration 15Q: 3 clusters Score -8448039 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1189 members 
Mstep: Class 2 contains 43953 members 
Entering Unmasked Estep 
Score: -8448247.000000 Penalty: 5315.914062
	Iteration 16Q: 3 clusters Score -8448247 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44157 members 
Entering Unmasked Estep 
Score: -8448394.000000 Penalty: 5315.914062
	Iteration 17Q: 3 clusters Score -8448394 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 44309 members 
Entering Unmasked Estep 
Score: -8448495.000000 Penalty: 5315.914062
	Iteration 18Q: 3 clusters Score -8448495 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 44416 members 
Entering Unmasked Estep 
Score: -8448564.000000 Penalty: 5315.914062
	Iteration 19Q: 3 clusters Score -8448564 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 44492 members 
Entering Unmasked Estep 
Score: -8448596.000000 Penalty: 5315.914062
	Iteration 20F: 3 clusters Score -8448596 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8448645.000000 Penalty: 5315.914062
	Iteration 21Q: 3 clusters Score -8448645 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8448678.000000 Penalty: 5315.914062
	Iteration 22Q: 3 clusters Score -8448678 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 534 members 
Mstep: Class 2 contains 44608 members 
Entering Unmasked Estep 
Score: -8448708.000000 Penalty: 5315.914062
	Iteration 23Q: 3 clusters Score -8448708 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 44622 members 
Entering Unmasked Estep 
Score: -8448716.000000 Penalty: 5315.914062
	Iteration 24Q: 3 clusters Score -8448716 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 506 members 
Mstep: Class 2 contains 44636 members 
Entering Unmasked Estep 
Score: -8448727.000000 Penalty: 5315.914062
	Iteration 25Q: 3 clusters Score -8448727 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 44646 members 
Entering Unmasked Estep 
Score: -8448729.000000 Penalty: 5315.914062
	Iteration 26Q: 3 clusters Score -8448729 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 488 members 
Mstep: Class 2 contains 44654 members 
Entering Unmasked Estep 
Score: -8448749.000000 Penalty: 5315.914062
	Iteration 27Q: 3 clusters Score -8448749 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 479 members 
Mstep: Class 2 contains 44663 members 
Entering Unmasked Estep 
Score: -8448750.000000 Penalty: 5315.914062
	Iteration 28Q: 3 clusters Score -8448750 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 472 members 
Mstep: Class 2 contains 44670 members 
Entering Unmasked Estep 
Score: -8448757.000000 Penalty: 5315.914062
	Iteration 29Q: 3 clusters Score -8448757 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 44675 members 
Entering Unmasked Estep 
Score: -8448761.000000 Penalty: 5315.914062
	Iteration 30Q: 3 clusters Score -8448761 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 44678 members 
Entering Unmasked Estep 
Score: -8448756.000000 Penalty: 5315.914062
	Iteration 31Q: 3 clusters Score -8448756 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 44679 members 
Entering Unmasked Estep 
Score: -8448758.000000 Penalty: 5315.914062
	Iteration 32Q: 3 clusters Score -8448758 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 460 members 
Mstep: Class 2 contains 44682 members 
Entering Unmasked Estep 
Score: -8448767.000000 Penalty: 5315.914062
	Iteration 33Q: 3 clusters Score -8448767 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 456 members 
Mstep: Class 2 contains 44686 members 
Entering Unmasked Estep 
Score: -8448771.000000 Penalty: 5315.914062
	Iteration 34Q: 3 clusters Score -8448771 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 455 members 
Mstep: Class 2 contains 44687 members 
Entering Unmasked Estep 
Score: -8448767.000000 Penalty: 5315.914062
	Iteration 35Q: 3 clusters Score -8448767 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 44688 members 
Entering Unmasked Estep 
Score: -8448770.000000 Penalty: 5315.914062
	Iteration 36Q: 3 clusters Score -8448770 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 44690 members 
Entering Unmasked Estep 
Score: -8448768.000000 Penalty: 5315.914062
	Iteration 37Q: 3 clusters Score -8448768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 450 members 
Mstep: Class 2 contains 44692 members 
Entering Unmasked Estep 
Score: -8448768.000000 Penalty: 5315.914062
	Iteration 38Q: 3 clusters Score -8448768 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 44694 members 
Entering Unmasked Estep 
Score: -8448761.000000 Penalty: 5315.914062
	Iteration 39Q: 3 clusters Score -8448761 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 447 members 
Mstep: Class 2 contains 44695 members 
Entering Unmasked Estep 
Score: -8448762.000000 Penalty: 5315.914062
	Iteration 40F: 3 clusters Score -8448762 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -8448763.000000 Penalty: 5315.914062
	Iteration 41Q: 3 clusters Score -8448763 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 446 members 
Mstep: Class 2 contains 44696 members 
Entering Unmasked Estep 
Score: -8448763.000000 Penalty: 5315.914062
	Iteration 42F: 3 clusters Score -8448763 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (52154 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Entering Unmasked Estep 
Score: -9809111.000000 Penalty: 2693.765137
	Iteration 0F: 2 clusters Score -9809111 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26108 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -9775879.000000 Penalty: 5387.530273
	Iteration 0F: 3 clusters Score -9775879 nChanged 23966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26058 members 
Mstep: Class 2 contains 26096 members 
Entering Unmasked Estep 
Score: -9788927.000000 Penalty: 5387.530273
	Iteration 1F: 3 clusters Score -9788927 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25999 members 
Mstep: Class 2 contains 26155 members 
Entering Unmasked Estep 
Score: -9789523.000000 Penalty: 5387.530273
	Iteration 2Q: 3 clusters Score -9789523 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 26262 members 
Entering Unmasked Estep 
Score: -9790048.000000 Penalty: 5387.530273
	Iteration 3Q: 3 clusters Score -9790048 nChanged 1794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25836 members 
Mstep: Class 2 contains 26318 members 
Entering Unmasked Estep 
Score: -9790510.000000 Penalty: 5387.530273
	Iteration 4Q: 3 clusters Score -9790510 nChanged 1720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25792 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -9791007.000000 Penalty: 5387.530273
	Iteration 5Q: 3 clusters Score -9791007 nChanged 1767
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25751 members 
Mstep: Class 2 contains 26403 members 
Entering Unmasked Estep 
Score: -9791621.000000 Penalty: 5387.530273
	Iteration 6Q: 3 clusters Score -9791621 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25690 members 
Mstep: Class 2 contains 26464 members 
Entering Unmasked Estep 
Score: -9792421.000000 Penalty: 5387.530273
	Iteration 7Q: 3 clusters Score -9792421 nChanged 2225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25577 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -9793651.000000 Penalty: 5387.530273
	Iteration 8Q: 3 clusters Score -9793651 nChanged 2596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25459 members 
Mstep: Class 2 contains 26695 members 
Entering Unmasked Estep 
Score: -9795431.000000 Penalty: 5387.530273
	Iteration 9Q: 3 clusters Score -9795431 nChanged 2992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25375 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -9797633.000000 Penalty: 5387.530273
	Iteration 10F: 3 clusters Score -9797633 nChanged 3059
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25318 members 
Mstep: Class 2 contains 26836 members 
Entering Unmasked Estep 
Score: -9799575.000000 Penalty: 5387.530273
	Iteration 11F: 3 clusters Score -9799575 nChanged 2572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25308 members 
Mstep: Class 2 contains 26846 members 
Entering Unmasked Estep 
Score: -9800792.000000 Penalty: 5387.530273
	Iteration 12Q: 3 clusters Score -9800792 nChanged 1674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25260 members 
Mstep: Class 2 contains 26894 members 
Entering Unmasked Estep 
Score: -9801293.000000 Penalty: 5387.530273
	Iteration 13Q: 3 clusters Score -9801293 nChanged 1088
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25204 members 
Mstep: Class 2 contains 26950 members 
Entering Unmasked Estep 
Score: -9801527.000000 Penalty: 5387.530273
	Iteration 14Q: 3 clusters Score -9801527 nChanged 832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -9801697.000000 Penalty: 5387.530273
	Iteration 15Q: 3 clusters Score -9801697 nChanged 752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25150 members 
Mstep: Class 2 contains 27004 members 
Entering Unmasked Estep 
Score: -9801900.000000 Penalty: 5387.530273
	Iteration 16Q: 3 clusters Score -9801900 nChanged 754
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -9802089.000000 Penalty: 5387.530273
	Iteration 17Q: 3 clusters Score -9802089 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25166 members 
Mstep: Class 2 contains 26988 members 
Entering Unmasked Estep 
Score: -9802326.000000 Penalty: 5387.530273
	Iteration 18Q: 3 clusters Score -9802326 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25137 members 
Mstep: Class 2 contains 27017 members 
Entering Unmasked Estep 
Score: -9802537.000000 Penalty: 5387.530273
	Iteration 19Q: 3 clusters Score -9802537 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25101 members 
Mstep: Class 2 contains 27053 members 
Entering Unmasked Estep 
Score: -9802724.000000 Penalty: 5387.530273
	Iteration 20F: 3 clusters Score -9802724 nChanged 637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25018 members 
Mstep: Class 2 contains 27136 members 
Entering Unmasked Estep 
Score: -9802896.000000 Penalty: 5387.530273
	Iteration 21Q: 3 clusters Score -9802896 nChanged 643
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24897 members 
Mstep: Class 2 contains 27257 members 
Entering Unmasked Estep 
Score: -9802987.000000 Penalty: 5387.530273
	Iteration 22Q: 3 clusters Score -9802987 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24725 members 
Mstep: Class 2 contains 27429 members 
Entering Unmasked Estep 
Score: -9803139.000000 Penalty: 5387.530273
	Iteration 23Q: 3 clusters Score -9803139 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 27616 members 
Entering Unmasked Estep 
Score: -9803222.000000 Penalty: 5387.530273
	Iteration 24Q: 3 clusters Score -9803222 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24311 members 
Mstep: Class 2 contains 27843 members 
Entering Unmasked Estep 
Score: -9803330.000000 Penalty: 5387.530273
	Iteration 25Q: 3 clusters Score -9803330 nChanged 560
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24059 members 
Mstep: Class 2 contains 28095 members 
Entering Unmasked Estep 
Score: -9803464.000000 Penalty: 5387.530273
	Iteration 26Q: 3 clusters Score -9803464 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23777 members 
Mstep: Class 2 contains 28377 members 
Entering Unmasked Estep 
Score: -9803593.000000 Penalty: 5387.530273
	Iteration 27Q: 3 clusters Score -9803593 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23466 members 
Mstep: Class 2 contains 28688 members 
Entering Unmasked Estep 
Score: -9803680.000000 Penalty: 5387.530273
	Iteration 28Q: 3 clusters Score -9803680 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23147 members 
Mstep: Class 2 contains 29007 members 
Entering Unmasked Estep 
Score: -9803724.000000 Penalty: 5387.530273
	Iteration 29Q: 3 clusters Score -9803724 nChanged 438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22833 members 
Mstep: Class 2 contains 29321 members 
Entering Unmasked Estep 
Score: -9803756.000000 Penalty: 5387.530273
	Iteration 30Q: 3 clusters Score -9803756 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 29595 members 
Entering Unmasked Estep 
Score: -9803778.000000 Penalty: 5387.530273
	Iteration 31Q: 3 clusters Score -9803778 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22242 members 
Mstep: Class 2 contains 29912 members 
Entering Unmasked Estep 
Score: -9803793.000000 Penalty: 5387.530273
	Iteration 32Q: 3 clusters Score -9803793 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21973 members 
Mstep: Class 2 contains 30181 members 
Entering Unmasked Estep 
Score: -9803799.000000 Penalty: 5387.530273
	Iteration 33Q: 3 clusters Score -9803799 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21703 members 
Mstep: Class 2 contains 30451 members 
Entering Unmasked Estep 
Score: -9803831.000000 Penalty: 5387.530273
	Iteration 34Q: 3 clusters Score -9803831 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21429 members 
Mstep: Class 2 contains 30725 members 
Entering Unmasked Estep 
Score: -9803857.000000 Penalty: 5387.530273
	Iteration 35Q: 3 clusters Score -9803857 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21123 members 
Mstep: Class 2 contains 31031 members 
Entering Unmasked Estep 
Score: -9803875.000000 Penalty: 5387.530273
	Iteration 36Q: 3 clusters Score -9803875 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 31336 members 
Entering Unmasked Estep 
Score: -9803882.000000 Penalty: 5387.530273
	Iteration 37Q: 3 clusters Score -9803882 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 31621 members 
Entering Unmasked Estep 
Score: -9803859.000000 Penalty: 5387.530273
	Iteration 38Q: 3 clusters Score -9803859 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20266 members 
Mstep: Class 2 contains 31888 members 
Entering Unmasked Estep 
Score: -9803917.000000 Penalty: 5387.530273
	Iteration 39Q: 3 clusters Score -9803917 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19986 members 
Mstep: Class 2 contains 32168 members 
Entering Unmasked Estep 
Score: -9803929.000000 Penalty: 5387.530273
	Iteration 40F: 3 clusters Score -9803929 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19708 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -9803945.000000 Penalty: 5387.530273
	Iteration 41Q: 3 clusters Score -9803945 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19443 members 
Mstep: Class 2 contains 32711 members 
Entering Unmasked Estep 
Score: -9803942.000000 Penalty: 5387.530273
	Iteration 42Q: 3 clusters Score -9803942 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19194 members 
Mstep: Class 2 contains 32960 members 
Entering Unmasked Estep 
Score: -9803945.000000 Penalty: 5387.530273
	Iteration 43Q: 3 clusters Score -9803945 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18942 members 
Mstep: Class 2 contains 33212 members 
Entering Unmasked Estep 
Score: -9803960.000000 Penalty: 5387.530273
	Iteration 44Q: 3 clusters Score -9803960 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18708 members 
Mstep: Class 2 contains 33446 members 
Entering Unmasked Estep 
Score: -9803947.000000 Penalty: 5387.530273
	Iteration 45Q: 3 clusters Score -9803947 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18472 members 
Mstep: Class 2 contains 33682 members 
Entering Unmasked Estep 
Score: -9803960.000000 Penalty: 5387.530273
	Iteration 46Q: 3 clusters Score -9803960 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18238 members 
Mstep: Class 2 contains 33916 members 
Entering Unmasked Estep 
Score: -9803990.000000 Penalty: 5387.530273
	Iteration 47Q: 3 clusters Score -9803990 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17992 members 
Mstep: Class 2 contains 34162 members 
Entering Unmasked Estep 
Score: -9804024.000000 Penalty: 5387.530273
	Iteration 48Q: 3 clusters Score -9804024 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 34407 members 
Entering Unmasked Estep 
Score: -9804019.000000 Penalty: 5387.530273
	Iteration 49Q: 3 clusters Score -9804019 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17511 members 
Mstep: Class 2 contains 34643 members 
Entering Unmasked Estep 
Score: -9804038.000000 Penalty: 5387.530273
	Iteration 50Q: 3 clusters Score -9804038 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17299 members 
Mstep: Class 2 contains 34855 members 
Entering Unmasked Estep 
Score: -9804046.000000 Penalty: 5387.530273
	Iteration 51Q: 3 clusters Score -9804046 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17101 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -9804059.000000 Penalty: 5387.530273
	Iteration 52Q: 3 clusters Score -9804059 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16867 members 
Mstep: Class 2 contains 35287 members 
Entering Unmasked Estep 
Score: -9804066.000000 Penalty: 5387.530273
	Iteration 53Q: 3 clusters Score -9804066 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 35528 members 
Entering Unmasked Estep 
Score: -9804072.000000 Penalty: 5387.530273
	Iteration 54Q: 3 clusters Score -9804072 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16381 members 
Mstep: Class 2 contains 35773 members 
Entering Unmasked Estep 
Score: -9804082.000000 Penalty: 5387.530273
	Iteration 55Q: 3 clusters Score -9804082 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 36015 members 
Entering Unmasked Estep 
Score: -9804116.000000 Penalty: 5387.530273
	Iteration 56Q: 3 clusters Score -9804116 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15850 members 
Mstep: Class 2 contains 36304 members 
Entering Unmasked Estep 
Score: -9804124.000000 Penalty: 5387.530273
	Iteration 57Q: 3 clusters Score -9804124 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 36592 members 
Entering Unmasked Estep 
Score: -9804190.000000 Penalty: 5387.530273
	Iteration 58Q: 3 clusters Score -9804190 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15261 members 
Mstep: Class 2 contains 36893 members 
Entering Unmasked Estep 
Score: -9804195.000000 Penalty: 5387.530273
	Iteration 59Q: 3 clusters Score -9804195 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 37196 members 
Entering Unmasked Estep 
Score: -9804232.000000 Penalty: 5387.530273
	Iteration 60F: 3 clusters Score -9804232 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14682 members 
Mstep: Class 2 contains 37472 members 
Entering Unmasked Estep 
Score: -9804252.000000 Penalty: 5387.530273
	Iteration 61Q: 3 clusters Score -9804252 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14431 members 
Mstep: Class 2 contains 37723 members 
Entering Unmasked Estep 
Score: -9804270.000000 Penalty: 5387.530273
	Iteration 62Q: 3 clusters Score -9804270 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14202 members 
Mstep: Class 2 contains 37952 members 
Entering Unmasked Estep 
Score: -9804263.000000 Penalty: 5387.530273
	Iteration 63Q: 3 clusters Score -9804263 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13980 members 
Mstep: Class 2 contains 38174 members 
Entering Unmasked Estep 
Score: -9804309.000000 Penalty: 5387.530273
	Iteration 64Q: 3 clusters Score -9804309 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13777 members 
Mstep: Class 2 contains 38377 members 
Entering Unmasked Estep 
Score: -9804302.000000 Penalty: 5387.530273
	Iteration 65Q: 3 clusters Score -9804302 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13561 members 
Mstep: Class 2 contains 38593 members 
Entering Unmasked Estep 
Score: -9804312.000000 Penalty: 5387.530273
	Iteration 66Q: 3 clusters Score -9804312 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13287 members 
Mstep: Class 2 contains 38867 members 
Entering Unmasked Estep 
Score: -9804370.000000 Penalty: 5387.530273
	Iteration 67Q: 3 clusters Score -9804370 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13006 members 
Mstep: Class 2 contains 39148 members 
Entering Unmasked Estep 
Score: -9804423.000000 Penalty: 5387.530273
	Iteration 68Q: 3 clusters Score -9804423 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 39461 members 
Entering Unmasked Estep 
Score: -9804465.000000 Penalty: 5387.530273
	Iteration 69Q: 3 clusters Score -9804465 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12354 members 
Mstep: Class 2 contains 39800 members 
Entering Unmasked Estep 
Score: -9804517.000000 Penalty: 5387.530273
	Iteration 70Q: 3 clusters Score -9804517 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12014 members 
Mstep: Class 2 contains 40140 members 
Entering Unmasked Estep 
Score: -9804576.000000 Penalty: 5387.530273
	Iteration 71Q: 3 clusters Score -9804576 nChanged 349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11665 members 
Mstep: Class 2 contains 40489 members 
Entering Unmasked Estep 
Score: -9804626.000000 Penalty: 5387.530273
	Iteration 72Q: 3 clusters Score -9804626 nChanged 311
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11358 members 
Mstep: Class 2 contains 40796 members 
Entering Unmasked Estep 
Score: -9804689.000000 Penalty: 5387.530273
	Iteration 73Q: 3 clusters Score -9804689 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11081 members 
Mstep: Class 2 contains 41073 members 
Entering Unmasked Estep 
Score: -9804723.000000 Penalty: 5387.530273
	Iteration 74Q: 3 clusters Score -9804723 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10793 members 
Mstep: Class 2 contains 41361 members 
Entering Unmasked Estep 
Score: -9804799.000000 Penalty: 5387.530273
	Iteration 75Q: 3 clusters Score -9804799 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10531 members 
Mstep: Class 2 contains 41623 members 
Entering Unmasked Estep 
Score: -9804838.000000 Penalty: 5387.530273
	Iteration 76Q: 3 clusters Score -9804838 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10265 members 
Mstep: Class 2 contains 41889 members 
Entering Unmasked Estep 
Score: -9804858.000000 Penalty: 5387.530273
	Iteration 77Q: 3 clusters Score -9804858 nChanged 273
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9996 members 
Mstep: Class 2 contains 42158 members 
Entering Unmasked Estep 
Score: -9804902.000000 Penalty: 5387.530273
	Iteration 78Q: 3 clusters Score -9804902 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 42426 members 
Entering Unmasked Estep 
Score: -9804908.000000 Penalty: 5387.530273
	Iteration 79Q: 3 clusters Score -9804908 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9454 members 
Mstep: Class 2 contains 42700 members 
Entering Unmasked Estep 
Score: -9804989.000000 Penalty: 5387.530273
	Iteration 80F: 3 clusters Score -9804989 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9162 members 
Mstep: Class 2 contains 42992 members 
Entering Unmasked Estep 
Score: -9805033.000000 Penalty: 5387.530273
	Iteration 81Q: 3 clusters Score -9805033 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8849 members 
Mstep: Class 2 contains 43305 members 
Entering Unmasked Estep 
Score: -9805057.000000 Penalty: 5387.530273
	Iteration 82Q: 3 clusters Score -9805057 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 43602 members 
Entering Unmasked Estep 
Score: -9805135.000000 Penalty: 5387.530273
	Iteration 83Q: 3 clusters Score -9805135 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8261 members 
Mstep: Class 2 contains 43893 members 
Entering Unmasked Estep 
Score: -9805199.000000 Penalty: 5387.530273
	Iteration 84Q: 3 clusters Score -9805199 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7965 members 
Mstep: Class 2 contains 44189 members 
Entering Unmasked Estep 
Score: -9805252.000000 Penalty: 5387.530273
	Iteration 85Q: 3 clusters Score -9805252 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7676 members 
Mstep: Class 2 contains 44478 members 
Entering Unmasked Estep 
Score: -9805331.000000 Penalty: 5387.530273
	Iteration 86Q: 3 clusters Score -9805331 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7397 members 
Mstep: Class 2 contains 44757 members 
Entering Unmasked Estep 
Score: -9805396.000000 Penalty: 5387.530273
	Iteration 87Q: 3 clusters Score -9805396 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7128 members 
Mstep: Class 2 contains 45026 members 
Entering Unmasked Estep 
Score: -9805460.000000 Penalty: 5387.530273
	Iteration 88Q: 3 clusters Score -9805460 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6874 members 
Mstep: Class 2 contains 45280 members 
Entering Unmasked Estep 
Score: -9805524.000000 Penalty: 5387.530273
	Iteration 89Q: 3 clusters Score -9805524 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6647 members 
Mstep: Class 2 contains 45507 members 
Entering Unmasked Estep 
Score: -9805550.000000 Penalty: 5387.530273
	Iteration 90Q: 3 clusters Score -9805550 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6406 members 
Mstep: Class 2 contains 45748 members 
Entering Unmasked Estep 
Score: -9805601.000000 Penalty: 5387.530273
	Iteration 91Q: 3 clusters Score -9805601 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6164 members 
Mstep: Class 2 contains 45990 members 
Entering Unmasked Estep 
Score: -9805629.000000 Penalty: 5387.530273
	Iteration 92Q: 3 clusters Score -9805629 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5954 members 
Mstep: Class 2 contains 46200 members 
Entering Unmasked Estep 
Score: -9805672.000000 Penalty: 5387.530273
	Iteration 93Q: 3 clusters Score -9805672 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5735 members 
Mstep: Class 2 contains 46419 members 
Entering Unmasked Estep 
Score: -9805713.000000 Penalty: 5387.530273
	Iteration 94Q: 3 clusters Score -9805713 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5522 members 
Mstep: Class 2 contains 46632 members 
Entering Unmasked Estep 
Score: -9805761.000000 Penalty: 5387.530273
	Iteration 95Q: 3 clusters Score -9805761 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5332 members 
Mstep: Class 2 contains 46822 members 
Entering Unmasked Estep 
Score: -9805781.000000 Penalty: 5387.530273
	Iteration 96Q: 3 clusters Score -9805781 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5128 members 
Mstep: Class 2 contains 47026 members 
Entering Unmasked Estep 
Score: -9805868.000000 Penalty: 5387.530273
	Iteration 97Q: 3 clusters Score -9805868 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4949 members 
Mstep: Class 2 contains 47205 members 
Entering Unmasked Estep 
Score: -9805888.000000 Penalty: 5387.530273
	Iteration 98Q: 3 clusters Score -9805888 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4760 members 
Mstep: Class 2 contains 47394 members 
Entering Unmasked Estep 
Score: -9805936.000000 Penalty: 5387.530273
	Iteration 99Q: 3 clusters Score -9805936 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4561 members 
Mstep: Class 2 contains 47593 members 
Entering Unmasked Estep 
Score: -9805964.000000 Penalty: 5387.530273
	Iteration 100F: 3 clusters Score -9805964 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4387 members 
Mstep: Class 2 contains 47767 members 
Entering Unmasked Estep 
Score: -9806005.000000 Penalty: 5387.530273
	Iteration 101Q: 3 clusters Score -9806005 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4239 members 
Mstep: Class 2 contains 47915 members 
Entering Unmasked Estep 
Score: -9806062.000000 Penalty: 5387.530273
	Iteration 102Q: 3 clusters Score -9806062 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4071 members 
Mstep: Class 2 contains 48083 members 
Entering Unmasked Estep 
Score: -9806102.000000 Penalty: 5387.530273
	Iteration 103Q: 3 clusters Score -9806102 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3920 members 
Mstep: Class 2 contains 48234 members 
Entering Unmasked Estep 
Score: -9806142.000000 Penalty: 5387.530273
	Iteration 104Q: 3 clusters Score -9806142 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 48372 members 
Entering Unmasked Estep 
Score: -9806174.000000 Penalty: 5387.530273
	Iteration 105Q: 3 clusters Score -9806174 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 48522 members 
Entering Unmasked Estep 
Score: -9806200.000000 Penalty: 5387.530273
	Iteration 106Q: 3 clusters Score -9806200 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3499 members 
Mstep: Class 2 contains 48655 members 
Entering Unmasked Estep 
Score: -9806277.000000 Penalty: 5387.530273
	Iteration 107Q: 3 clusters Score -9806277 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3373 members 
Mstep: Class 2 contains 48781 members 
Entering Unmasked Estep 
Score: -9806309.000000 Penalty: 5387.530273
	Iteration 108Q: 3 clusters Score -9806309 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3252 members 
Mstep: Class 2 contains 48902 members 
Entering Unmasked Estep 
Score: -9806345.000000 Penalty: 5387.530273
	Iteration 109Q: 3 clusters Score -9806345 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 49015 members 
Entering Unmasked Estep 
Score: -9806382.000000 Penalty: 5387.530273
	Iteration 110Q: 3 clusters Score -9806382 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 49136 members 
Entering Unmasked Estep 
Score: -9806430.000000 Penalty: 5387.530273
	Iteration 111Q: 3 clusters Score -9806430 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2915 members 
Mstep: Class 2 contains 49239 members 
Entering Unmasked Estep 
Score: -9806456.000000 Penalty: 5387.530273
	Iteration 112Q: 3 clusters Score -9806456 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 49334 members 
Entering Unmasked Estep 
Score: -9806465.000000 Penalty: 5387.530273
	Iteration 113Q: 3 clusters Score -9806465 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2736 members 
Mstep: Class 2 contains 49418 members 
Entering Unmasked Estep 
Score: -9806508.000000 Penalty: 5387.530273
	Iteration 114Q: 3 clusters Score -9806508 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2655 members 
Mstep: Class 2 contains 49499 members 
Entering Unmasked Estep 
Score: -9806552.000000 Penalty: 5387.530273
	Iteration 115Q: 3 clusters Score -9806552 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2584 members 
Mstep: Class 2 contains 49570 members 
Entering Unmasked Estep 
Score: -9806592.000000 Penalty: 5387.530273
	Iteration 116Q: 3 clusters Score -9806592 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2525 members 
Mstep: Class 2 contains 49629 members 
Entering Unmasked Estep 
Score: -9806592.000000 Penalty: 5387.530273
	Iteration 117Q: 3 clusters Score -9806592 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2467 members 
Mstep: Class 2 contains 49687 members 
Entering Unmasked Estep 
Score: -9806613.000000 Penalty: 5387.530273
	Iteration 118Q: 3 clusters Score -9806613 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2422 members 
Mstep: Class 2 contains 49732 members 
Entering Unmasked Estep 
Score: -9806634.000000 Penalty: 5387.530273
	Iteration 119Q: 3 clusters Score -9806634 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2379 members 
Mstep: Class 2 contains 49775 members 
Entering Unmasked Estep 
Score: -9806654.000000 Penalty: 5387.530273
	Iteration 120F: 3 clusters Score -9806654 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 49811 members 
Entering Unmasked Estep 
Score: -9806664.000000 Penalty: 5387.530273
	Iteration 121Q: 3 clusters Score -9806664 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2310 members 
Mstep: Class 2 contains 49844 members 
Entering Unmasked Estep 
Score: -9806660.000000 Penalty: 5387.530273
	Iteration 122Q: 3 clusters Score -9806660 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 49878 members 
Entering Unmasked Estep 
Score: -9806672.000000 Penalty: 5387.530273
	Iteration 123Q: 3 clusters Score -9806672 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2242 members 
Mstep: Class 2 contains 49912 members 
Entering Unmasked Estep 
Score: -9806692.000000 Penalty: 5387.530273
	Iteration 124Q: 3 clusters Score -9806692 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2214 members 
Mstep: Class 2 contains 49940 members 
Entering Unmasked Estep 
Score: -9806695.000000 Penalty: 5387.530273
	Iteration 125Q: 3 clusters Score -9806695 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2183 members 
Mstep: Class 2 contains 49971 members 
Entering Unmasked Estep 
Score: -9806721.000000 Penalty: 5387.530273
	Iteration 126Q: 3 clusters Score -9806721 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2150 members 
Mstep: Class 2 contains 50004 members 
Entering Unmasked Estep 
Score: -9806716.000000 Penalty: 5387.530273
	Iteration 127Q: 3 clusters Score -9806716 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 50038 members 
Entering Unmasked Estep 
Score: -9806720.000000 Penalty: 5387.530273
	Iteration 128Q: 3 clusters Score -9806720 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2092 members 
Mstep: Class 2 contains 50062 members 
Entering Unmasked Estep 
Score: -9806730.000000 Penalty: 5387.530273
	Iteration 129Q: 3 clusters Score -9806730 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2070 members 
Mstep: Class 2 contains 50084 members 
Entering Unmasked Estep 
Score: -9806721.000000 Penalty: 5387.530273
	Iteration 130Q: 3 clusters Score -9806721 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 50110 members 
Entering Unmasked Estep 
Score: -9806724.000000 Penalty: 5387.530273
	Iteration 131Q: 3 clusters Score -9806724 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2023 members 
Mstep: Class 2 contains 50131 members 
Entering Unmasked Estep 
Score: -9806729.000000 Penalty: 5387.530273
	Iteration 132Q: 3 clusters Score -9806729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2001 members 
Mstep: Class 2 contains 50153 members 
Entering Unmasked Estep 
Score: -9806737.000000 Penalty: 5387.530273
	Iteration 133Q: 3 clusters Score -9806737 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1973 members 
Mstep: Class 2 contains 50181 members 
Entering Unmasked Estep 
Score: -9806745.000000 Penalty: 5387.530273
	Iteration 134Q: 3 clusters Score -9806745 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 50202 members 
Entering Unmasked Estep 
Score: -9806753.000000 Penalty: 5387.530273
	Iteration 135Q: 3 clusters Score -9806753 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1934 members 
Mstep: Class 2 contains 50220 members 
Entering Unmasked Estep 
Score: -9806769.000000 Penalty: 5387.530273
	Iteration 136Q: 3 clusters Score -9806769 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 50240 members 
Entering Unmasked Estep 
Score: -9806783.000000 Penalty: 5387.530273
	Iteration 137Q: 3 clusters Score -9806783 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 50255 members 
Entering Unmasked Estep 
Score: -9806797.000000 Penalty: 5387.530273
	Iteration 138Q: 3 clusters Score -9806797 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 50274 members 
Entering Unmasked Estep 
Score: -9806797.000000 Penalty: 5387.530273
	Iteration 139Q: 3 clusters Score -9806797 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1864 members 
Mstep: Class 2 contains 50290 members 
Entering Unmasked Estep 
Score: -9806804.000000 Penalty: 5387.530273
	Iteration 140F: 3 clusters Score -9806804 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1851 members 
Mstep: Class 2 contains 50303 members 
Entering Unmasked Estep 
Score: -9806808.000000 Penalty: 5387.530273
	Iteration 141Q: 3 clusters Score -9806808 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 50311 members 
Entering Unmasked Estep 
Score: -9806815.000000 Penalty: 5387.530273
	Iteration 142Q: 3 clusters Score -9806815 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1829 members 
Mstep: Class 2 contains 50325 members 
Entering Unmasked Estep 
Score: -9806826.000000 Penalty: 5387.530273
	Iteration 143Q: 3 clusters Score -9806826 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 50332 members 
Entering Unmasked Estep 
Score: -9806816.000000 Penalty: 5387.530273
	Iteration 144Q: 3 clusters Score -9806816 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1818 members 
Mstep: Class 2 contains 50336 members 
Entering Unmasked Estep 
Score: -9806818.000000 Penalty: 5387.530273
	Iteration 145Q: 3 clusters Score -9806818 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1814 members 
Mstep: Class 2 contains 50340 members 
Entering Unmasked Estep 
Score: -9806807.000000 Penalty: 5387.530273
	Iteration 146Q: 3 clusters Score -9806807 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 50343 members 
Entering Unmasked Estep 
Score: -9806819.000000 Penalty: 5387.530273
	Iteration 147Q: 3 clusters Score -9806819 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -9806816.000000 Penalty: 5387.530273
	Iteration 148Q: 3 clusters Score -9806816 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1806 members 
Mstep: Class 2 contains 50348 members 
Entering Unmasked Estep 
Score: -9806816.000000 Penalty: 5387.530273
	Iteration 149Q: 3 clusters Score -9806816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1808 members 
Mstep: Class 2 contains 50346 members 
Entering Unmasked Estep 
Score: -9806828.000000 Penalty: 5387.530273
	Iteration 150Q: 3 clusters Score -9806828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 50344 members 
Entering Unmasked Estep 
Score: -9806826.000000 Penalty: 5387.530273
	Iteration 151Q: 3 clusters Score -9806826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1809 members 
Mstep: Class 2 contains 50345 members 
Entering Unmasked Estep 
Score: -9806828.000000 Penalty: 5387.530273
	Iteration 152Q: 3 clusters Score -9806828 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1807 members 
Mstep: Class 2 contains 50347 members 
Entering Unmasked Estep 
Score: -9806820.000000 Penalty: 5387.530273
	Iteration 153Q: 3 clusters Score -9806820 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1805 members 
Mstep: Class 2 contains 50349 members 
Entering Unmasked Estep 
Score: -9806822.000000 Penalty: 5387.530273
	Iteration 154Q: 3 clusters Score -9806822 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1803 members 
Mstep: Class 2 contains 50351 members 
Entering Unmasked Estep 
Score: -9806821.000000 Penalty: 5387.530273
	Iteration 155Q: 3 clusters Score -9806821 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 50352 members 
Entering Unmasked Estep 
Score: -9806824.000000 Penalty: 5387.530273
	Iteration 156Q: 3 clusters Score -9806824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 50353 members 
Entering Unmasked Estep 
Score: -9806821.000000 Penalty: 5387.530273
	Iteration 157Q: 3 clusters Score -9806821 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1799 members 
Mstep: Class 2 contains 50355 members 
Entering Unmasked Estep 
Score: -9806823.000000 Penalty: 5387.530273
	Iteration 158Q: 3 clusters Score -9806823 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1793 members 
Mstep: Class 2 contains 50361 members 
Entering Unmasked Estep 
Score: -9806822.000000 Penalty: 5387.530273
	Iteration 159Q: 3 clusters Score -9806822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1791 members 
Mstep: Class 2 contains 50363 members 
Entering Unmasked Estep 
Score: -9806822.000000 Penalty: 5387.530273
	Iteration 160F: 3 clusters Score -9806822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 50365 members 
Entering Unmasked Estep 
Score: -9806824.000000 Penalty: 5387.530273
	Iteration 161Q: 3 clusters Score -9806824 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1784 members 
Mstep: Class 2 contains 50370 members 
Entering Unmasked Estep 
Score: -9806826.000000 Penalty: 5387.530273
	Iteration 162Q: 3 clusters Score -9806826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1783 members 
Mstep: Class 2 contains 50371 members 
Entering Unmasked Estep 
Score: -9806829.000000 Penalty: 5387.530273
	Iteration 163Q: 3 clusters Score -9806829 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -9806839.000000 Penalty: 5387.530273
	Iteration 164Q: 3 clusters Score -9806839 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -9806837.000000 Penalty: 5387.530273
	Iteration 165Q: 3 clusters Score -9806837 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -9806845.000000 Penalty: 5387.530273
	Iteration 166Q: 3 clusters Score -9806845 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 50374 members 
Entering Unmasked Estep 
Score: -9806845.000000 Penalty: 5387.530273
	Iteration 167F: 3 clusters Score -9806845 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (17052 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17052 members 
Entering Unmasked Estep 
Score: -3217819.500000 Penalty: 2416.517578
	Iteration 0F: 2 clusters Score -3217820 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 8472 members 
Entering Unmasked Estep 
Score: -3205678.500000 Penalty: 4833.035156
	Iteration 0F: 3 clusters Score -3205678 nChanged 7444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8802 members 
Mstep: Class 2 contains 8250 members 
Entering Unmasked Estep 
Score: -3209652.000000 Penalty: 4833.035156
	Iteration 1F: 3 clusters Score -3209652 nChanged 1074
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9018 members 
Mstep: Class 2 contains 8034 members 
Entering Unmasked Estep 
Score: -3210120.250000 Penalty: 4833.035156
	Iteration 2F: 3 clusters Score -3210120 nChanged 946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9316 members 
Mstep: Class 2 contains 7736 members 
Entering Unmasked Estep 
Score: -3210517.500000 Penalty: 4833.035156
	Iteration 3F: 3 clusters Score -3210518 nChanged 851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9687 members 
Mstep: Class 2 contains 7365 members 
Entering Unmasked Estep 
Score: -3210922.250000 Penalty: 4833.035156
	Iteration 4Q: 3 clusters Score -3210922 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10132 members 
Mstep: Class 2 contains 6920 members 
Entering Unmasked Estep 
Score: -3211328.250000 Penalty: 4833.035156
	Iteration 5Q: 3 clusters Score -3211328 nChanged 857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10661 members 
Mstep: Class 2 contains 6391 members 
Entering Unmasked Estep 
Score: -3211774.500000 Penalty: 4833.035156
	Iteration 6F: 3 clusters Score -3211774 nChanged 889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11266 members 
Mstep: Class 2 contains 5786 members 
Entering Unmasked Estep 
Score: -3212250.250000 Penalty: 4833.035156
	Iteration 7F: 3 clusters Score -3212250 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11929 members 
Mstep: Class 2 contains 5123 members 
Entering Unmasked Estep 
Score: -3212726.000000 Penalty: 4833.035156
	Iteration 8Q: 3 clusters Score -3212726 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12626 members 
Mstep: Class 2 contains 4426 members 
Entering Unmasked Estep 
Score: -3213179.500000 Penalty: 4833.035156
	Iteration 9Q: 3 clusters Score -3213180 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13212 members 
Mstep: Class 2 contains 3840 members 
Entering Unmasked Estep 
Score: -3213543.250000 Penalty: 4833.035156
	Iteration 10Q: 3 clusters Score -3213543 nChanged 571
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13749 members 
Mstep: Class 2 contains 3303 members 
Entering Unmasked Estep 
Score: -3213861.000000 Penalty: 4833.035156
	Iteration 11Q: 3 clusters Score -3213861 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14196 members 
Mstep: Class 2 contains 2856 members 
Entering Unmasked Estep 
Score: -3214096.750000 Penalty: 4833.035156
	Iteration 12Q: 3 clusters Score -3214097 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14556 members 
Mstep: Class 2 contains 2496 members 
Entering Unmasked Estep 
Score: -3214301.000000 Penalty: 4833.035156
	Iteration 13Q: 3 clusters Score -3214301 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14879 members 
Mstep: Class 2 contains 2173 members 
Entering Unmasked Estep 
Score: -3214482.250000 Penalty: 4833.035156
	Iteration 14Q: 3 clusters Score -3214482 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15162 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -3214632.000000 Penalty: 4833.035156
	Iteration 15Q: 3 clusters Score -3214632 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15410 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -3214782.250000 Penalty: 4833.035156
	Iteration 16Q: 3 clusters Score -3214782 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15610 members 
Mstep: Class 2 contains 1442 members 
Entering Unmasked Estep 
Score: -3214905.250000 Penalty: 4833.035156
	Iteration 17Q: 3 clusters Score -3214905 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15787 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3215023.000000 Penalty: 4833.035156
	Iteration 18Q: 3 clusters Score -3215023 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15935 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -3215127.250000 Penalty: 4833.035156
	Iteration 19Q: 3 clusters Score -3215127 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16068 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -3215232.750000 Penalty: 4833.035156
	Iteration 20F: 3 clusters Score -3215233 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16174 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -3215310.750000 Penalty: 4833.035156
	Iteration 21Q: 3 clusters Score -3215311 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16259 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3215386.250000 Penalty: 4833.035156
	Iteration 22Q: 3 clusters Score -3215386 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16329 members 
Mstep: Class 2 contains 723 members 
Entering Unmasked Estep 
Score: -3215440.750000 Penalty: 4833.035156
	Iteration 23Q: 3 clusters Score -3215441 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16385 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -3215489.500000 Penalty: 4833.035156
	Iteration 24Q: 3 clusters Score -3215490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16429 members 
Mstep: Class 2 contains 623 members 
Entering Unmasked Estep 
Score: -3215523.250000 Penalty: 4833.035156
	Iteration 25Q: 3 clusters Score -3215523 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16470 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -3215564.250000 Penalty: 4833.035156
	Iteration 26Q: 3 clusters Score -3215564 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16506 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -3215586.750000 Penalty: 4833.035156
	Iteration 27Q: 3 clusters Score -3215587 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16527 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -3215606.500000 Penalty: 4833.035156
	Iteration 28Q: 3 clusters Score -3215606 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16543 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -3215625.000000 Penalty: 4833.035156
	Iteration 29Q: 3 clusters Score -3215625 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16556 members 
Mstep: Class 2 contains 496 members 
Entering Unmasked Estep 
Score: -3215638.750000 Penalty: 4833.035156
	Iteration 30Q: 3 clusters Score -3215639 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16567 members 
Mstep: Class 2 contains 485 members 
Entering Unmasked Estep 
Score: -3215656.500000 Penalty: 4833.035156
	Iteration 31Q: 3 clusters Score -3215656 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16581 members 
Mstep: Class 2 contains 471 members 
Entering Unmasked Estep 
Score: -3215669.750000 Penalty: 4833.035156
	Iteration 32Q: 3 clusters Score -3215670 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16592 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -3215677.250000 Penalty: 4833.035156
	Iteration 33Q: 3 clusters Score -3215677 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16602 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -3215685.750000 Penalty: 4833.035156
	Iteration 34Q: 3 clusters Score -3215686 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -3215691.000000 Penalty: 4833.035156
	Iteration 35Q: 3 clusters Score -3215691 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -3215699.000000 Penalty: 4833.035156
	Iteration 36Q: 3 clusters Score -3215699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16612 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3215699.000000 Penalty: 4833.035156
	Iteration 37Q: 3 clusters Score -3215699 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16617 members 
Mstep: Class 2 contains 435 members 
Entering Unmasked Estep 
Score: -3215701.000000 Penalty: 4833.035156
	Iteration 38Q: 3 clusters Score -3215701 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16622 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3215702.750000 Penalty: 4833.035156
	Iteration 39Q: 3 clusters Score -3215703 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16630 members 
Mstep: Class 2 contains 422 members 
Entering Unmasked Estep 
Score: -3215709.500000 Penalty: 4833.035156
	Iteration 40F: 3 clusters Score -3215710 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16636 members 
Mstep: Class 2 contains 416 members 
Entering Unmasked Estep 
Score: -3215709.250000 Penalty: 4833.035156
	Iteration 41Q: 3 clusters Score -3215709 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16638 members 
Mstep: Class 2 contains 414 members 
Entering Unmasked Estep 
Score: -3215710.750000 Penalty: 4833.035156
	Iteration 42Q: 3 clusters Score -3215711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3215714.500000 Penalty: 4833.035156
	Iteration 43Q: 3 clusters Score -3215714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16641 members 
Mstep: Class 2 contains 411 members 
Entering Unmasked Estep 
Score: -3215714.500000 Penalty: 4833.035156
	Iteration 44F: 3 clusters Score -3215714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24753 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24753 members 
Entering Unmasked Estep 
Score: -4722675.500000 Penalty: 2508.942139
	Iteration 0F: 2 clusters Score -4722676 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12228 members 
Mstep: Class 2 contains 12525 members 
Entering Unmasked Estep 
Score: -4705747.500000 Penalty: 5017.884277
	Iteration 0F: 3 clusters Score -4705748 nChanged 10908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11610 members 
Mstep: Class 2 contains 13143 members 
Entering Unmasked Estep 
Score: -4711715.500000 Penalty: 5017.884277
	Iteration 1F: 3 clusters Score -4711716 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11152 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -4712186.500000 Penalty: 5017.884277
	Iteration 2F: 3 clusters Score -4712186 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10545 members 
Mstep: Class 2 contains 14208 members 
Entering Unmasked Estep 
Score: -4712617.500000 Penalty: 5017.884277
	Iteration 3Q: 3 clusters Score -4712618 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9764 members 
Mstep: Class 2 contains 14989 members 
Entering Unmasked Estep 
Score: -4713122.000000 Penalty: 5017.884277
	Iteration 4Q: 3 clusters Score -4713122 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8742 members 
Mstep: Class 2 contains 16011 members 
Entering Unmasked Estep 
Score: -4713782.500000 Penalty: 5017.884277
	Iteration 5Q: 3 clusters Score -4713782 nChanged 1345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7525 members 
Mstep: Class 2 contains 17228 members 
Entering Unmasked Estep 
Score: -4714636.500000 Penalty: 5017.884277
	Iteration 6F: 3 clusters Score -4714636 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6135 members 
Mstep: Class 2 contains 18618 members 
Entering Unmasked Estep 
Score: -4715654.500000 Penalty: 5017.884277
	Iteration 7F: 3 clusters Score -4715654 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4700 members 
Mstep: Class 2 contains 20053 members 
Entering Unmasked Estep 
Score: -4716822.500000 Penalty: 5017.884277
	Iteration 8F: 3 clusters Score -4716822 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 21377 members 
Entering Unmasked Estep 
Score: -4717926.000000 Penalty: 5017.884277
	Iteration 9F: 3 clusters Score -4717926 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2325 members 
Mstep: Class 2 contains 22428 members 
Entering Unmasked Estep 
Score: -4718803.500000 Penalty: 5017.884277
	Iteration 10Q: 3 clusters Score -4718804 nChanged 750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 23164 members 
Entering Unmasked Estep 
Score: -4719407.500000 Penalty: 5017.884277
	Iteration 11Q: 3 clusters Score -4719408 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 23638 members 
Entering Unmasked Estep 
Score: -4719795.500000 Penalty: 5017.884277
	Iteration 12Q: 3 clusters Score -4719796 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 23905 members 
Entering Unmasked Estep 
Score: -4720022.500000 Penalty: 5017.884277
	Iteration 13Q: 3 clusters Score -4720022 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 674 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4720191.000000 Penalty: 5017.884277
	Iteration 14Q: 3 clusters Score -4720191 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 24185 members 
Entering Unmasked Estep 
Score: -4720315.000000 Penalty: 5017.884277
	Iteration 15Q: 3 clusters Score -4720315 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -4720387.500000 Penalty: 5017.884277
	Iteration 16Q: 3 clusters Score -4720388 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 24271 members 
Entering Unmasked Estep 
Score: -4720416.000000 Penalty: 5017.884277
	Iteration 17Q: 3 clusters Score -4720416 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 462 members 
Mstep: Class 2 contains 24291 members 
Entering Unmasked Estep 
Score: -4720450.500000 Penalty: 5017.884277
	Iteration 18Q: 3 clusters Score -4720450 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -4720474.000000 Penalty: 5017.884277
	Iteration 19Q: 3 clusters Score -4720474 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 429 members 
Mstep: Class 2 contains 24324 members 
Entering Unmasked Estep 
Score: -4720490.500000 Penalty: 5017.884277
	Iteration 20F: 3 clusters Score -4720490 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 24335 members 
Entering Unmasked Estep 
Score: -4720498.500000 Penalty: 5017.884277
	Iteration 21Q: 3 clusters Score -4720498 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -4720520.000000 Penalty: 5017.884277
	Iteration 22Q: 3 clusters Score -4720520 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 24344 members 
Entering Unmasked Estep 
Score: -4720530.500000 Penalty: 5017.884277
	Iteration 23Q: 3 clusters Score -4720530 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 24356 members 
Entering Unmasked Estep 
Score: -4720548.000000 Penalty: 5017.884277
	Iteration 24Q: 3 clusters Score -4720548 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 24359 members 
Entering Unmasked Estep 
Score: -4720556.000000 Penalty: 5017.884277
	Iteration 25Q: 3 clusters Score -4720556 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24362 members 
Entering Unmasked Estep 
Score: -4720567.500000 Penalty: 5017.884277
	Iteration 26Q: 3 clusters Score -4720568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 24363 members 
Entering Unmasked Estep 
Score: -4720572.500000 Penalty: 5017.884277
	Iteration 27Q: 3 clusters Score -4720572 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24366 members 
Entering Unmasked Estep 
Score: -4720577.000000 Penalty: 5017.884277
	Iteration 28Q: 3 clusters Score -4720577 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -4720576.500000 Penalty: 5017.884277
	Iteration 29Q: 3 clusters Score -4720576 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -4720583.000000 Penalty: 5017.884277
	Iteration 30Q: 3 clusters Score -4720583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -4720585.500000 Penalty: 5017.884277
	Iteration 31Q: 3 clusters Score -4720586 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 24367 members 
Entering Unmasked Estep 
Score: -4720584.000000 Penalty: 5017.884277
	Iteration 32Q: 3 clusters Score -4720584 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 24368 members 
Entering Unmasked Estep 
Score: -4720584.500000 Penalty: 5017.884277
	Iteration 33Q: 3 clusters Score -4720584 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 383 members 
Mstep: Class 2 contains 24370 members 
Entering Unmasked Estep 
Score: -4720587.000000 Penalty: 5017.884277
	Iteration 34Q: 3 clusters Score -4720587 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 24373 members 
Entering Unmasked Estep 
Score: -4720592.500000 Penalty: 5017.884277
	Iteration 35Q: 3 clusters Score -4720592 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24379 members 
Entering Unmasked Estep 
Score: -4720592.000000 Penalty: 5017.884277
	Iteration 36Q: 3 clusters Score -4720592 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 24381 members 
Entering Unmasked Estep 
Score: -4720597.000000 Penalty: 5017.884277
	Iteration 37Q: 3 clusters Score -4720597 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4720599.000000 Penalty: 5017.884277
	Iteration 38Q: 3 clusters Score -4720599 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 24380 members 
Entering Unmasked Estep 
Score: -4720599.000000 Penalty: 5017.884277
	Iteration 39F: 3 clusters Score -4720599 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60189 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60189 members 
Entering Unmasked Estep 
Score: -10898190.000000 Penalty: 2729.300781
	Iteration 0F: 2 clusters Score -1.089819e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30062 members 
Mstep: Class 2 contains 30127 members 
Entering Unmasked Estep 
Score: -10859110.000000 Penalty: 5458.601562
	Iteration 0F: 3 clusters Score -1.085911e+07 nChanged 28087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30055 members 
Mstep: Class 2 contains 30134 members 
Entering Unmasked Estep 
Score: -10874754.000000 Penalty: 5458.601562
	Iteration 1F: 3 clusters Score -1.087475e+07 nChanged 2109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30140 members 
Mstep: Class 2 contains 30049 members 
Entering Unmasked Estep 
Score: -10875299.000000 Penalty: 5458.601562
	Iteration 2Q: 3 clusters Score -1.08753e+07 nChanged 2011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30249 members 
Mstep: Class 2 contains 29940 members 
Entering Unmasked Estep 
Score: -10875870.000000 Penalty: 5458.601562
	Iteration 3Q: 3 clusters Score -1.087587e+07 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30395 members 
Mstep: Class 2 contains 29794 members 
Entering Unmasked Estep 
Score: -10876282.000000 Penalty: 5458.601562
	Iteration 4Q: 3 clusters Score -1.087628e+07 nChanged 1889
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30618 members 
Mstep: Class 2 contains 29571 members 
Entering Unmasked Estep 
Score: -10876745.000000 Penalty: 5458.601562
	Iteration 5Q: 3 clusters Score -1.087674e+07 nChanged 1865
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30917 members 
Mstep: Class 2 contains 29272 members 
Entering Unmasked Estep 
Score: -10877315.000000 Penalty: 5458.601562
	Iteration 6Q: 3 clusters Score -1.087732e+07 nChanged 2039
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31310 members 
Mstep: Class 2 contains 28879 members 
Entering Unmasked Estep 
Score: -10878023.000000 Penalty: 5458.601562
	Iteration 7Q: 3 clusters Score -1.087802e+07 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 28384 members 
Entering Unmasked Estep 
Score: -10878847.000000 Penalty: 5458.601562
	Iteration 8Q: 3 clusters Score -1.087885e+07 nChanged 2522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32373 members 
Mstep: Class 2 contains 27816 members 
Entering Unmasked Estep 
Score: -10880013.000000 Penalty: 5458.601562
	Iteration 9Q: 3 clusters Score -1.088001e+07 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32941 members 
Mstep: Class 2 contains 27248 members 
Entering Unmasked Estep 
Score: -10881837.000000 Penalty: 5458.601562
	Iteration 10Q: 3 clusters Score -1.088184e+07 nChanged 3341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33440 members 
Mstep: Class 2 contains 26749 members 
Entering Unmasked Estep 
Score: -10884077.000000 Penalty: 5458.601562
	Iteration 11F: 3 clusters Score -1.088408e+07 nChanged 3381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33735 members 
Mstep: Class 2 contains 26454 members 
Entering Unmasked Estep 
Score: -10886261.000000 Penalty: 5458.601562
	Iteration 12F: 3 clusters Score -1.088626e+07 nChanged 2774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33835 members 
Mstep: Class 2 contains 26354 members 
Entering Unmasked Estep 
Score: -10887358.000000 Penalty: 5458.601562
	Iteration 13Q: 3 clusters Score -1.088736e+07 nChanged 1769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33932 members 
Mstep: Class 2 contains 26257 members 
Entering Unmasked Estep 
Score: -10887829.000000 Penalty: 5458.601562
	Iteration 14Q: 3 clusters Score -1.088783e+07 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34002 members 
Mstep: Class 2 contains 26187 members 
Entering Unmasked Estep 
Score: -10888001.000000 Penalty: 5458.601562
	Iteration 15Q: 3 clusters Score -1.0888e+07 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34032 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -10888051.000000 Penalty: 5458.601562
	Iteration 16Q: 3 clusters Score -1.088805e+07 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34071 members 
Mstep: Class 2 contains 26118 members 
Entering Unmasked Estep 
Score: -10888079.000000 Penalty: 5458.601562
	Iteration 17Q: 3 clusters Score -1.088808e+07 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34129 members 
Mstep: Class 2 contains 26060 members 
Entering Unmasked Estep 
Score: -10888113.000000 Penalty: 5458.601562
	Iteration 18Q: 3 clusters Score -1.088811e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34180 members 
Mstep: Class 2 contains 26009 members 
Entering Unmasked Estep 
Score: -10888155.000000 Penalty: 5458.601562
	Iteration 19Q: 3 clusters Score -1.088816e+07 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34213 members 
Mstep: Class 2 contains 25976 members 
Entering Unmasked Estep 
Score: -10888197.000000 Penalty: 5458.601562
	Iteration 20F: 3 clusters Score -1.08882e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34249 members 
Mstep: Class 2 contains 25940 members 
Entering Unmasked Estep 
Score: -10888255.000000 Penalty: 5458.601562
	Iteration 21Q: 3 clusters Score -1.088826e+07 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34314 members 
Mstep: Class 2 contains 25875 members 
Entering Unmasked Estep 
Score: -10888313.000000 Penalty: 5458.601562
	Iteration 22Q: 3 clusters Score -1.088831e+07 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34373 members 
Mstep: Class 2 contains 25816 members 
Entering Unmasked Estep 
Score: -10888345.000000 Penalty: 5458.601562
	Iteration 23Q: 3 clusters Score -1.088834e+07 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34430 members 
Mstep: Class 2 contains 25759 members 
Entering Unmasked Estep 
Score: -10888370.000000 Penalty: 5458.601562
	Iteration 24Q: 3 clusters Score -1.088837e+07 nChanged 279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34491 members 
Mstep: Class 2 contains 25698 members 
Entering Unmasked Estep 
Score: -10888385.000000 Penalty: 5458.601562
	Iteration 25Q: 3 clusters Score -1.088838e+07 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34558 members 
Mstep: Class 2 contains 25631 members 
Entering Unmasked Estep 
Score: -10888423.000000 Penalty: 5458.601562
	Iteration 26Q: 3 clusters Score -1.088842e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34614 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -10888453.000000 Penalty: 5458.601562
	Iteration 27Q: 3 clusters Score -1.088845e+07 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34658 members 
Mstep: Class 2 contains 25531 members 
Entering Unmasked Estep 
Score: -10888466.000000 Penalty: 5458.601562
	Iteration 28Q: 3 clusters Score -1.088847e+07 nChanged 263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34697 members 
Mstep: Class 2 contains 25492 members 
Entering Unmasked Estep 
Score: -10888498.000000 Penalty: 5458.601562
	Iteration 29Q: 3 clusters Score -1.08885e+07 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34754 members 
Mstep: Class 2 contains 25435 members 
Entering Unmasked Estep 
Score: -10888554.000000 Penalty: 5458.601562
	Iteration 30Q: 3 clusters Score -1.088855e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34814 members 
Mstep: Class 2 contains 25375 members 
Entering Unmasked Estep 
Score: -10888560.000000 Penalty: 5458.601562
	Iteration 31Q: 3 clusters Score -1.088856e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34900 members 
Mstep: Class 2 contains 25289 members 
Entering Unmasked Estep 
Score: -10888592.000000 Penalty: 5458.601562
	Iteration 32Q: 3 clusters Score -1.088859e+07 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34994 members 
Mstep: Class 2 contains 25195 members 
Entering Unmasked Estep 
Score: -10888597.000000 Penalty: 5458.601562
	Iteration 33Q: 3 clusters Score -1.08886e+07 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35084 members 
Mstep: Class 2 contains 25105 members 
Entering Unmasked Estep 
Score: -10888636.000000 Penalty: 5458.601562
	Iteration 34Q: 3 clusters Score -1.088864e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35202 members 
Mstep: Class 2 contains 24987 members 
Entering Unmasked Estep 
Score: -10888684.000000 Penalty: 5458.601562
	Iteration 35Q: 3 clusters Score -1.088868e+07 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35310 members 
Mstep: Class 2 contains 24879 members 
Entering Unmasked Estep 
Score: -10888724.000000 Penalty: 5458.601562
	Iteration 36Q: 3 clusters Score -1.088872e+07 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35430 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -10888764.000000 Penalty: 5458.601562
	Iteration 37Q: 3 clusters Score -1.088876e+07 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35578 members 
Mstep: Class 2 contains 24611 members 
Entering Unmasked Estep 
Score: -10888752.000000 Penalty: 5458.601562
	Iteration 38Q: 3 clusters Score -1.088875e+07 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35731 members 
Mstep: Class 2 contains 24458 members 
Entering Unmasked Estep 
Score: -10888759.000000 Penalty: 5458.601562
	Iteration 39Q: 3 clusters Score -1.088876e+07 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35912 members 
Mstep: Class 2 contains 24277 members 
Entering Unmasked Estep 
Score: -10888794.000000 Penalty: 5458.601562
	Iteration 40F: 3 clusters Score -1.088879e+07 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36091 members 
Mstep: Class 2 contains 24098 members 
Entering Unmasked Estep 
Score: -10888820.000000 Penalty: 5458.601562
	Iteration 41Q: 3 clusters Score -1.088882e+07 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36263 members 
Mstep: Class 2 contains 23926 members 
Entering Unmasked Estep 
Score: -10888896.000000 Penalty: 5458.601562
	Iteration 42Q: 3 clusters Score -1.08889e+07 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36452 members 
Mstep: Class 2 contains 23737 members 
Entering Unmasked Estep 
Score: -10888894.000000 Penalty: 5458.601562
	Iteration 43Q: 3 clusters Score -1.088889e+07 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36625 members 
Mstep: Class 2 contains 23564 members 
Entering Unmasked Estep 
Score: -10888919.000000 Penalty: 5458.601562
	Iteration 44Q: 3 clusters Score -1.088892e+07 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36790 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -10888948.000000 Penalty: 5458.601562
	Iteration 45Q: 3 clusters Score -1.088895e+07 nChanged 233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36979 members 
Mstep: Class 2 contains 23210 members 
Entering Unmasked Estep 
Score: -10888999.000000 Penalty: 5458.601562
	Iteration 46Q: 3 clusters Score -1.0889e+07 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37205 members 
Mstep: Class 2 contains 22984 members 
Entering Unmasked Estep 
Score: -10889026.000000 Penalty: 5458.601562
	Iteration 47Q: 3 clusters Score -1.088903e+07 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37461 members 
Mstep: Class 2 contains 22728 members 
Entering Unmasked Estep 
Score: -10889038.000000 Penalty: 5458.601562
	Iteration 48Q: 3 clusters Score -1.088904e+07 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37709 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -10889128.000000 Penalty: 5458.601562
	Iteration 49Q: 3 clusters Score -1.088913e+07 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37961 members 
Mstep: Class 2 contains 22228 members 
Entering Unmasked Estep 
Score: -10889182.000000 Penalty: 5458.601562
	Iteration 50Q: 3 clusters Score -1.088918e+07 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38232 members 
Mstep: Class 2 contains 21957 members 
Entering Unmasked Estep 
Score: -10889241.000000 Penalty: 5458.601562
	Iteration 51Q: 3 clusters Score -1.088924e+07 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38532 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -10889245.000000 Penalty: 5458.601562
	Iteration 52Q: 3 clusters Score -1.088924e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38843 members 
Mstep: Class 2 contains 21346 members 
Entering Unmasked Estep 
Score: -10889304.000000 Penalty: 5458.601562
	Iteration 53Q: 3 clusters Score -1.08893e+07 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39169 members 
Mstep: Class 2 contains 21020 members 
Entering Unmasked Estep 
Score: -10889356.000000 Penalty: 5458.601562
	Iteration 54Q: 3 clusters Score -1.088936e+07 nChanged 342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39497 members 
Mstep: Class 2 contains 20692 members 
Entering Unmasked Estep 
Score: -10889450.000000 Penalty: 5458.601562
	Iteration 55Q: 3 clusters Score -1.088945e+07 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39822 members 
Mstep: Class 2 contains 20367 members 
Entering Unmasked Estep 
Score: -10889472.000000 Penalty: 5458.601562
	Iteration 56Q: 3 clusters Score -1.088947e+07 nChanged 329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 20048 members 
Entering Unmasked Estep 
Score: -10889535.000000 Penalty: 5458.601562
	Iteration 57Q: 3 clusters Score -1.088954e+07 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40452 members 
Mstep: Class 2 contains 19737 members 
Entering Unmasked Estep 
Score: -10889576.000000 Penalty: 5458.601562
	Iteration 58Q: 3 clusters Score -1.088958e+07 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40783 members 
Mstep: Class 2 contains 19406 members 
Entering Unmasked Estep 
Score: -10889643.000000 Penalty: 5458.601562
	Iteration 59Q: 3 clusters Score -1.088964e+07 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41157 members 
Mstep: Class 2 contains 19032 members 
Entering Unmasked Estep 
Score: -10889694.000000 Penalty: 5458.601562
	Iteration 60F: 3 clusters Score -1.088969e+07 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41558 members 
Mstep: Class 2 contains 18631 members 
Entering Unmasked Estep 
Score: -10889739.000000 Penalty: 5458.601562
	Iteration 61Q: 3 clusters Score -1.088974e+07 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41986 members 
Mstep: Class 2 contains 18203 members 
Entering Unmasked Estep 
Score: -10889833.000000 Penalty: 5458.601562
	Iteration 62Q: 3 clusters Score -1.088983e+07 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42433 members 
Mstep: Class 2 contains 17756 members 
Entering Unmasked Estep 
Score: -10889897.000000 Penalty: 5458.601562
	Iteration 63Q: 3 clusters Score -1.08899e+07 nChanged 451
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42880 members 
Mstep: Class 2 contains 17309 members 
Entering Unmasked Estep 
Score: -10889966.000000 Penalty: 5458.601562
	Iteration 64Q: 3 clusters Score -1.088997e+07 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43408 members 
Mstep: Class 2 contains 16781 members 
Entering Unmasked Estep 
Score: -10890097.000000 Penalty: 5458.601562
	Iteration 65Q: 3 clusters Score -1.08901e+07 nChanged 563
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43967 members 
Mstep: Class 2 contains 16222 members 
Entering Unmasked Estep 
Score: -10890268.000000 Penalty: 5458.601562
	Iteration 66Q: 3 clusters Score -1.089027e+07 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44519 members 
Mstep: Class 2 contains 15670 members 
Entering Unmasked Estep 
Score: -10890348.000000 Penalty: 5458.601562
	Iteration 67Q: 3 clusters Score -1.089035e+07 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -10890454.000000 Penalty: 5458.601562
	Iteration 68Q: 3 clusters Score -1.089045e+07 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45712 members 
Mstep: Class 2 contains 14477 members 
Entering Unmasked Estep 
Score: -10890561.000000 Penalty: 5458.601562
	Iteration 69Q: 3 clusters Score -1.089056e+07 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46315 members 
Mstep: Class 2 contains 13874 members 
Entering Unmasked Estep 
Score: -10890780.000000 Penalty: 5458.601562
	Iteration 70Q: 3 clusters Score -1.089078e+07 nChanged 644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46955 members 
Mstep: Class 2 contains 13234 members 
Entering Unmasked Estep 
Score: -10890986.000000 Penalty: 5458.601562
	Iteration 71Q: 3 clusters Score -1.089099e+07 nChanged 653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47600 members 
Mstep: Class 2 contains 12589 members 
Entering Unmasked Estep 
Score: -10891120.000000 Penalty: 5458.601562
	Iteration 72Q: 3 clusters Score -1.089112e+07 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48227 members 
Mstep: Class 2 contains 11962 members 
Entering Unmasked Estep 
Score: -10891255.000000 Penalty: 5458.601562
	Iteration 73Q: 3 clusters Score -1.089126e+07 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48868 members 
Mstep: Class 2 contains 11321 members 
Entering Unmasked Estep 
Score: -10891413.000000 Penalty: 5458.601562
	Iteration 74Q: 3 clusters Score -1.089141e+07 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49520 members 
Mstep: Class 2 contains 10669 members 
Entering Unmasked Estep 
Score: -10891553.000000 Penalty: 5458.601562
	Iteration 75Q: 3 clusters Score -1.089155e+07 nChanged 646
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50164 members 
Mstep: Class 2 contains 10025 members 
Entering Unmasked Estep 
Score: -10891725.000000 Penalty: 5458.601562
	Iteration 76Q: 3 clusters Score -1.089172e+07 nChanged 708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50866 members 
Mstep: Class 2 contains 9323 members 
Entering Unmasked Estep 
Score: -10891945.000000 Penalty: 5458.601562
	Iteration 77Q: 3 clusters Score -1.089194e+07 nChanged 744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51604 members 
Mstep: Class 2 contains 8585 members 
Entering Unmasked Estep 
Score: -10892195.000000 Penalty: 5458.601562
	Iteration 78Q: 3 clusters Score -1.08922e+07 nChanged 735
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52319 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -10892426.000000 Penalty: 5458.601562
	Iteration 79Q: 3 clusters Score -1.089243e+07 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53060 members 
Mstep: Class 2 contains 7129 members 
Entering Unmasked Estep 
Score: -10892697.000000 Penalty: 5458.601562
	Iteration 80F: 3 clusters Score -1.08927e+07 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53783 members 
Mstep: Class 2 contains 6406 members 
Entering Unmasked Estep 
Score: -10893002.000000 Penalty: 5458.601562
	Iteration 81Q: 3 clusters Score -1.0893e+07 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54435 members 
Mstep: Class 2 contains 5754 members 
Entering Unmasked Estep 
Score: -10893256.000000 Penalty: 5458.601562
	Iteration 82Q: 3 clusters Score -1.089326e+07 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55022 members 
Mstep: Class 2 contains 5167 members 
Entering Unmasked Estep 
Score: -10893529.000000 Penalty: 5458.601562
	Iteration 83Q: 3 clusters Score -1.089353e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55574 members 
Mstep: Class 2 contains 4615 members 
Entering Unmasked Estep 
Score: -10893753.000000 Penalty: 5458.601562
	Iteration 84Q: 3 clusters Score -1.089375e+07 nChanged 564
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56126 members 
Mstep: Class 2 contains 4063 members 
Entering Unmasked Estep 
Score: -10893995.000000 Penalty: 5458.601562
	Iteration 85Q: 3 clusters Score -1.0894e+07 nChanged 569
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56683 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -10894234.000000 Penalty: 5458.601562
	Iteration 86Q: 3 clusters Score -1.089423e+07 nChanged 515
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57184 members 
Mstep: Class 2 contains 3005 members 
Entering Unmasked Estep 
Score: -10894510.000000 Penalty: 5458.601562
	Iteration 87Q: 3 clusters Score -1.089451e+07 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57577 members 
Mstep: Class 2 contains 2612 members 
Entering Unmasked Estep 
Score: -10894703.000000 Penalty: 5458.601562
	Iteration 88Q: 3 clusters Score -1.08947e+07 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57927 members 
Mstep: Class 2 contains 2262 members 
Entering Unmasked Estep 
Score: -10894899.000000 Penalty: 5458.601562
	Iteration 89Q: 3 clusters Score -1.08949e+07 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58235 members 
Mstep: Class 2 contains 1954 members 
Entering Unmasked Estep 
Score: -10895029.000000 Penalty: 5458.601562
	Iteration 90Q: 3 clusters Score -1.089503e+07 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58462 members 
Mstep: Class 2 contains 1727 members 
Entering Unmasked Estep 
Score: -10895150.000000 Penalty: 5458.601562
	Iteration 91Q: 3 clusters Score -1.089515e+07 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58646 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -10895277.000000 Penalty: 5458.601562
	Iteration 92Q: 3 clusters Score -1.089528e+07 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58813 members 
Mstep: Class 2 contains 1376 members 
Entering Unmasked Estep 
Score: -10895383.000000 Penalty: 5458.601562
	Iteration 93Q: 3 clusters Score -1.089538e+07 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58943 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -10895447.000000 Penalty: 5458.601562
	Iteration 94Q: 3 clusters Score -1.089545e+07 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59052 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -10895501.000000 Penalty: 5458.601562
	Iteration 95Q: 3 clusters Score -1.08955e+07 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59127 members 
Mstep: Class 2 contains 1062 members 
Entering Unmasked Estep 
Score: -10895560.000000 Penalty: 5458.601562
	Iteration 96Q: 3 clusters Score -1.089556e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59181 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -10895601.000000 Penalty: 5458.601562
	Iteration 97Q: 3 clusters Score -1.08956e+07 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59230 members 
Mstep: Class 2 contains 959 members 
Entering Unmasked Estep 
Score: -10895610.000000 Penalty: 5458.601562
	Iteration 98Q: 3 clusters Score -1.089561e+07 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59268 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -10895658.000000 Penalty: 5458.601562
	Iteration 99Q: 3 clusters Score -1.089566e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59301 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -10895671.000000 Penalty: 5458.601562
	Iteration 100F: 3 clusters Score -1.089567e+07 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59326 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -10895688.000000 Penalty: 5458.601562
	Iteration 101Q: 3 clusters Score -1.089569e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59348 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -10895680.000000 Penalty: 5458.601562
	Iteration 102Q: 3 clusters Score -1.089568e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59364 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -10895714.000000 Penalty: 5458.601562
	Iteration 103Q: 3 clusters Score -1.089571e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59380 members 
Mstep: Class 2 contains 809 members 
Entering Unmasked Estep 
Score: -10895709.000000 Penalty: 5458.601562
	Iteration 104Q: 3 clusters Score -1.089571e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59394 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -10895731.000000 Penalty: 5458.601562
	Iteration 105Q: 3 clusters Score -1.089573e+07 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59403 members 
Mstep: Class 2 contains 786 members 
Entering Unmasked Estep 
Score: -10895733.000000 Penalty: 5458.601562
	Iteration 106Q: 3 clusters Score -1.089573e+07 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59412 members 
Mstep: Class 2 contains 777 members 
Entering Unmasked Estep 
Score: -10895736.000000 Penalty: 5458.601562
	Iteration 107Q: 3 clusters Score -1.089574e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59419 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -10895732.000000 Penalty: 5458.601562
	Iteration 108Q: 3 clusters Score -1.089573e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59428 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -10895747.000000 Penalty: 5458.601562
	Iteration 109Q: 3 clusters Score -1.089575e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59437 members 
Mstep: Class 2 contains 752 members 
Entering Unmasked Estep 
Score: -10895751.000000 Penalty: 5458.601562
	Iteration 110Q: 3 clusters Score -1.089575e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59445 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -10895768.000000 Penalty: 5458.601562
	Iteration 111Q: 3 clusters Score -1.089577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59449 members 
Mstep: Class 2 contains 740 members 
Entering Unmasked Estep 
Score: -10895780.000000 Penalty: 5458.601562
	Iteration 112Q: 3 clusters Score -1.089578e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59457 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -10895772.000000 Penalty: 5458.601562
	Iteration 113Q: 3 clusters Score -1.089577e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59467 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -10895758.000000 Penalty: 5458.601562
	Iteration 114Q: 3 clusters Score -1.089576e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59473 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -10895759.000000 Penalty: 5458.601562
	Iteration 115Q: 3 clusters Score -1.089576e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59481 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -10895773.000000 Penalty: 5458.601562
	Iteration 116Q: 3 clusters Score -1.089577e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59487 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -10895781.000000 Penalty: 5458.601562
	Iteration 117Q: 3 clusters Score -1.089578e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59491 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -10895783.000000 Penalty: 5458.601562
	Iteration 118Q: 3 clusters Score -1.089578e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59490 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -10895792.000000 Penalty: 5458.601562
	Iteration 119Q: 3 clusters Score -1.089579e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59492 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -10895794.000000 Penalty: 5458.601562
	Iteration 120F: 3 clusters Score -1.089579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59495 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -10895790.000000 Penalty: 5458.601562
	Iteration 121Q: 3 clusters Score -1.089579e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59498 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -10895796.000000 Penalty: 5458.601562
	Iteration 122Q: 3 clusters Score -1.08958e+07 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59500 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -10895794.000000 Penalty: 5458.601562
	Iteration 123Q: 3 clusters Score -1.089579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59501 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -10895792.000000 Penalty: 5458.601562
	Iteration 124Q: 3 clusters Score -1.089579e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10895799.000000 Penalty: 5458.601562
	Iteration 125Q: 3 clusters Score -1.08958e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59502 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -10895799.000000 Penalty: 5458.601562
	Iteration 126F: 3 clusters Score -1.08958e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -91519.281250 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -91519.28 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -90129.906250 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -90129.91 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -90417.656250 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -90417.66 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 211 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -90525.742188 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -90525.74 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 193 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -90623.523438 Penalty: 3087.380859
	Iteration 3Q: 3 clusters Score -90623.52 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 175 members 
Mstep: Class 2 contains 330 members 
Entering Unmasked Estep 
Score: -90701.460938 Penalty: 3087.380859
	Iteration 4Q: 3 clusters Score -90701.46 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -90764.039062 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -90764.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -90821.039062 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -90821.04 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -90876.679688 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -90876.68 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 118 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -90931.406250 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -90931.41 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90948.320312 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -90948.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90969.101562 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -90969.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -90989.101562 Penalty: 3087.380859
	Iteration 11Q: 3 clusters Score -90989.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90995.414062 Penalty: 3087.380859
	Iteration 12Q: 3 clusters Score -90995.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -90996.625000 Penalty: 3087.380859
	Iteration 13F: 3 clusters Score -90996.62 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91003.531250 Penalty: 3087.380859
	Iteration 14Q: 3 clusters Score -91003.53 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 112 members 
Mstep: Class 2 contains 393 members 
Entering Unmasked Estep 
Score: -91003.531250 Penalty: 3087.380859
	Iteration 15F: 3 clusters Score -91003.53 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (15176 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15176 members 
Entering Unmasked Estep 
Score: -3033912.750000 Penalty: 2387.612793
	Iteration 0F: 2 clusters Score -3033913 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7551 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -3022949.250000 Penalty: 4775.225586
	Iteration 0F: 3 clusters Score -3022949 nChanged 6541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7304 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -3026364.500000 Penalty: 4775.225586
	Iteration 1F: 3 clusters Score -3026364 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7107 members 
Mstep: Class 2 contains 8069 members 
Entering Unmasked Estep 
Score: -3026666.500000 Penalty: 4775.225586
	Iteration 2F: 3 clusters Score -3026666 nChanged 656
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 8335 members 
Entering Unmasked Estep 
Score: -3026904.000000 Penalty: 4775.225586
	Iteration 3Q: 3 clusters Score -3026904 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6511 members 
Mstep: Class 2 contains 8665 members 
Entering Unmasked Estep 
Score: -3027148.000000 Penalty: 4775.225586
	Iteration 4Q: 3 clusters Score -3027148 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6158 members 
Mstep: Class 2 contains 9018 members 
Entering Unmasked Estep 
Score: -3027413.000000 Penalty: 4775.225586
	Iteration 5Q: 3 clusters Score -3027413 nChanged 661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5703 members 
Mstep: Class 2 contains 9473 members 
Entering Unmasked Estep 
Score: -3027743.000000 Penalty: 4775.225586
	Iteration 6Q: 3 clusters Score -3027743 nChanged 704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5197 members 
Mstep: Class 2 contains 9979 members 
Entering Unmasked Estep 
Score: -3028155.250000 Penalty: 4775.225586
	Iteration 7Q: 3 clusters Score -3028155 nChanged 798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4567 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -3028691.750000 Penalty: 4775.225586
	Iteration 8F: 3 clusters Score -3028692 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3869 members 
Mstep: Class 2 contains 11307 members 
Entering Unmasked Estep 
Score: -3029338.500000 Penalty: 4775.225586
	Iteration 9F: 3 clusters Score -3029338 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 11994 members 
Entering Unmasked Estep 
Score: -3030052.500000 Penalty: 4775.225586
	Iteration 10F: 3 clusters Score -3030052 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2637 members 
Mstep: Class 2 contains 12539 members 
Entering Unmasked Estep 
Score: -3030694.000000 Penalty: 4775.225586
	Iteration 11Q: 3 clusters Score -3030694 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 12903 members 
Entering Unmasked Estep 
Score: -3031210.750000 Penalty: 4775.225586
	Iteration 12Q: 3 clusters Score -3031211 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2048 members 
Mstep: Class 2 contains 13128 members 
Entering Unmasked Estep 
Score: -3031545.250000 Penalty: 4775.225586
	Iteration 13Q: 3 clusters Score -3031545 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1888 members 
Mstep: Class 2 contains 13288 members 
Entering Unmasked Estep 
Score: -3031728.500000 Penalty: 4775.225586
	Iteration 14Q: 3 clusters Score -3031728 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1775 members 
Mstep: Class 2 contains 13401 members 
Entering Unmasked Estep 
Score: -3031849.000000 Penalty: 4775.225586
	Iteration 15Q: 3 clusters Score -3031849 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 13477 members 
Entering Unmasked Estep 
Score: -3031917.750000 Penalty: 4775.225586
	Iteration 16Q: 3 clusters Score -3031918 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1652 members 
Mstep: Class 2 contains 13524 members 
Entering Unmasked Estep 
Score: -3031960.500000 Penalty: 4775.225586
	Iteration 17Q: 3 clusters Score -3031960 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1620 members 
Mstep: Class 2 contains 13556 members 
Entering Unmasked Estep 
Score: -3031977.000000 Penalty: 4775.225586
	Iteration 18Q: 3 clusters Score -3031977 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 13586 members 
Entering Unmasked Estep 
Score: -3031985.250000 Penalty: 4775.225586
	Iteration 19Q: 3 clusters Score -3031985 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1570 members 
Mstep: Class 2 contains 13606 members 
Entering Unmasked Estep 
Score: -3032003.000000 Penalty: 4775.225586
	Iteration 20F: 3 clusters Score -3032003 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 13621 members 
Entering Unmasked Estep 
Score: -3032010.750000 Penalty: 4775.225586
	Iteration 21Q: 3 clusters Score -3032011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1538 members 
Mstep: Class 2 contains 13638 members 
Entering Unmasked Estep 
Score: -3032018.500000 Penalty: 4775.225586
	Iteration 22Q: 3 clusters Score -3032018 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 13656 members 
Entering Unmasked Estep 
Score: -3032020.750000 Penalty: 4775.225586
	Iteration 23Q: 3 clusters Score -3032021 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1509 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -3032024.000000 Penalty: 4775.225586
	Iteration 24Q: 3 clusters Score -3032024 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1505 members 
Mstep: Class 2 contains 13671 members 
Entering Unmasked Estep 
Score: -3032028.250000 Penalty: 4775.225586
	Iteration 25Q: 3 clusters Score -3032028 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1496 members 
Mstep: Class 2 contains 13680 members 
Entering Unmasked Estep 
Score: -3032030.500000 Penalty: 4775.225586
	Iteration 26Q: 3 clusters Score -3032030 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 13681 members 
Entering Unmasked Estep 
Score: -3032032.000000 Penalty: 4775.225586
	Iteration 27Q: 3 clusters Score -3032032 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1493 members 
Mstep: Class 2 contains 13683 members 
Entering Unmasked Estep 
Score: -3032037.000000 Penalty: 4775.225586
	Iteration 28Q: 3 clusters Score -3032037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1492 members 
Mstep: Class 2 contains 13684 members 
Entering Unmasked Estep 
Score: -3032037.750000 Penalty: 4775.225586
	Iteration 29Q: 3 clusters Score -3032038 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1490 members 
Mstep: Class 2 contains 13686 members 
Entering Unmasked Estep 
Score: -3032037.250000 Penalty: 4775.225586
	Iteration 30Q: 3 clusters Score -3032037 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3032038.500000 Penalty: 4775.225586
	Iteration 31Q: 3 clusters Score -3032038 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1491 members 
Mstep: Class 2 contains 13685 members 
Entering Unmasked Estep 
Score: -3032038.500000 Penalty: 4775.225586
	Iteration 32F: 3 clusters Score -3032038 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8994 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8994 members 
Entering Unmasked Estep 
Score: -1707474.750000 Penalty: 2257.869629
	Iteration 0F: 2 clusters Score -1707475 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4542 members 
Mstep: Class 2 contains 4452 members 
Entering Unmasked Estep 
Score: -1700398.750000 Penalty: 4515.739258
	Iteration 0F: 3 clusters Score -1700399 nChanged 3699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4669 members 
Mstep: Class 2 contains 4325 members 
Entering Unmasked Estep 
Score: -1702392.500000 Penalty: 4515.739258
	Iteration 1F: 3 clusters Score -1702392 nChanged 606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4717 members 
Mstep: Class 2 contains 4277 members 
Entering Unmasked Estep 
Score: -1702665.500000 Penalty: 4515.739258
	Iteration 2F: 3 clusters Score -1702666 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4756 members 
Mstep: Class 2 contains 4238 members 
Entering Unmasked Estep 
Score: -1702850.250000 Penalty: 4515.739258
	Iteration 3F: 3 clusters Score -1702850 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 4193 members 
Entering Unmasked Estep 
Score: -1702987.875000 Penalty: 4515.739258
	Iteration 4Q: 3 clusters Score -1702988 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4871 members 
Mstep: Class 2 contains 4123 members 
Entering Unmasked Estep 
Score: -1703101.125000 Penalty: 4515.739258
	Iteration 5Q: 3 clusters Score -1703101 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4948 members 
Mstep: Class 2 contains 4046 members 
Entering Unmasked Estep 
Score: -1703190.500000 Penalty: 4515.739258
	Iteration 6Q: 3 clusters Score -1703190 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 3967 members 
Entering Unmasked Estep 
Score: -1703255.250000 Penalty: 4515.739258
	Iteration 7Q: 3 clusters Score -1703255 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5114 members 
Mstep: Class 2 contains 3880 members 
Entering Unmasked Estep 
Score: -1703321.375000 Penalty: 4515.739258
	Iteration 8Q: 3 clusters Score -1703321 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5213 members 
Mstep: Class 2 contains 3781 members 
Entering Unmasked Estep 
Score: -1703377.750000 Penalty: 4515.739258
	Iteration 9Q: 3 clusters Score -1703378 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5319 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1703441.750000 Penalty: 4515.739258
	Iteration 10Q: 3 clusters Score -1703442 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5433 members 
Mstep: Class 2 contains 3561 members 
Entering Unmasked Estep 
Score: -1703511.500000 Penalty: 4515.739258
	Iteration 11Q: 3 clusters Score -1703512 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 3442 members 
Entering Unmasked Estep 
Score: -1703568.500000 Penalty: 4515.739258
	Iteration 12Q: 3 clusters Score -1703568 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5672 members 
Mstep: Class 2 contains 3322 members 
Entering Unmasked Estep 
Score: -1703628.000000 Penalty: 4515.739258
	Iteration 13Q: 3 clusters Score -1703628 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5818 members 
Mstep: Class 2 contains 3176 members 
Entering Unmasked Estep 
Score: -1703691.750000 Penalty: 4515.739258
	Iteration 14Q: 3 clusters Score -1703692 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5952 members 
Mstep: Class 2 contains 3042 members 
Entering Unmasked Estep 
Score: -1703762.625000 Penalty: 4515.739258
	Iteration 15Q: 3 clusters Score -1703763 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6107 members 
Mstep: Class 2 contains 2887 members 
Entering Unmasked Estep 
Score: -1703858.500000 Penalty: 4515.739258
	Iteration 16Q: 3 clusters Score -1703858 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6295 members 
Mstep: Class 2 contains 2699 members 
Entering Unmasked Estep 
Score: -1703960.500000 Penalty: 4515.739258
	Iteration 17Q: 3 clusters Score -1703960 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6491 members 
Mstep: Class 2 contains 2503 members 
Entering Unmasked Estep 
Score: -1704080.125000 Penalty: 4515.739258
	Iteration 18Q: 3 clusters Score -1704080 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6701 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1704206.375000 Penalty: 4515.739258
	Iteration 19Q: 3 clusters Score -1704206 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6928 members 
Mstep: Class 2 contains 2066 members 
Entering Unmasked Estep 
Score: -1704347.625000 Penalty: 4515.739258
	Iteration 20F: 3 clusters Score -1704348 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7154 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -1704527.000000 Penalty: 4515.739258
	Iteration 21Q: 3 clusters Score -1704527 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7372 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -1704694.500000 Penalty: 4515.739258
	Iteration 22Q: 3 clusters Score -1704694 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 1423 members 
Entering Unmasked Estep 
Score: -1704834.125000 Penalty: 4515.739258
	Iteration 23Q: 3 clusters Score -1704834 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7731 members 
Mstep: Class 2 contains 1263 members 
Entering Unmasked Estep 
Score: -1704948.625000 Penalty: 4515.739258
	Iteration 24Q: 3 clusters Score -1704949 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7864 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -1705038.875000 Penalty: 4515.739258
	Iteration 25Q: 3 clusters Score -1705039 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7979 members 
Mstep: Class 2 contains 1015 members 
Entering Unmasked Estep 
Score: -1705123.000000 Penalty: 4515.739258
	Iteration 26Q: 3 clusters Score -1705123 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8060 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -1705192.375000 Penalty: 4515.739258
	Iteration 27Q: 3 clusters Score -1705192 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8134 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -1705244.375000 Penalty: 4515.739258
	Iteration 28Q: 3 clusters Score -1705244 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8205 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1705304.875000 Penalty: 4515.739258
	Iteration 29Q: 3 clusters Score -1705305 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8257 members 
Mstep: Class 2 contains 737 members 
Entering Unmasked Estep 
Score: -1705346.250000 Penalty: 4515.739258
	Iteration 30Q: 3 clusters Score -1705346 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8300 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1705373.750000 Penalty: 4515.739258
	Iteration 31Q: 3 clusters Score -1705374 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8329 members 
Mstep: Class 2 contains 665 members 
Entering Unmasked Estep 
Score: -1705391.250000 Penalty: 4515.739258
	Iteration 32Q: 3 clusters Score -1705391 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8347 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1705400.875000 Penalty: 4515.739258
	Iteration 33Q: 3 clusters Score -1705401 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8364 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -1705409.750000 Penalty: 4515.739258
	Iteration 34Q: 3 clusters Score -1705410 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8375 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -1705424.625000 Penalty: 4515.739258
	Iteration 35Q: 3 clusters Score -1705425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -1705436.500000 Penalty: 4515.739258
	Iteration 36Q: 3 clusters Score -1705436 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8394 members 
Mstep: Class 2 contains 600 members 
Entering Unmasked Estep 
Score: -1705443.250000 Penalty: 4515.739258
	Iteration 37Q: 3 clusters Score -1705443 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8402 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -1705448.875000 Penalty: 4515.739258
	Iteration 38Q: 3 clusters Score -1705449 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8413 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -1705457.250000 Penalty: 4515.739258
	Iteration 39Q: 3 clusters Score -1705457 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8422 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -1705461.875000 Penalty: 4515.739258
	Iteration 40F: 3 clusters Score -1705462 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -1705466.250000 Penalty: 4515.739258
	Iteration 41Q: 3 clusters Score -1705466 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8439 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1705476.000000 Penalty: 4515.739258
	Iteration 42Q: 3 clusters Score -1705476 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8445 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -1705479.750000 Penalty: 4515.739258
	Iteration 43Q: 3 clusters Score -1705480 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8451 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -1705486.375000 Penalty: 4515.739258
	Iteration 44Q: 3 clusters Score -1705486 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8453 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -1705487.625000 Penalty: 4515.739258
	Iteration 45Q: 3 clusters Score -1705488 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8454 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1705490.500000 Penalty: 4515.739258
	Iteration 46Q: 3 clusters Score -1705490 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8457 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1705492.125000 Penalty: 4515.739258
	Iteration 47Q: 3 clusters Score -1705492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1705491.875000 Penalty: 4515.739258
	Iteration 48Q: 3 clusters Score -1705492 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8461 members 
Mstep: Class 2 contains 533 members 
Entering Unmasked Estep 
Score: -1705494.375000 Penalty: 4515.739258
	Iteration 49Q: 3 clusters Score -1705494 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8463 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -1705495.625000 Penalty: 4515.739258
	Iteration 50Q: 3 clusters Score -1705496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1705495.500000 Penalty: 4515.739258
	Iteration 51Q: 3 clusters Score -1705496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8464 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1705495.500000 Penalty: 4515.739258
	Iteration 52F: 3 clusters Score -1705496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -180469.625000 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -180469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -178546.453125 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -178546.5 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -178941.125000 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -178941.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -179085.578125 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -179085.6 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 508 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -179172.921875 Penalty: 3474.871338
	Iteration 3Q: 3 clusters Score -179172.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 510 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -179244.390625 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -179244.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 515 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -179344.843750 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -179344.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -179445.984375 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -179446 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -179537.453125 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -179537.5 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 557 members 
Mstep: Class 2 contains 546 members 
Entering Unmasked Estep 
Score: -179648.734375 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -179648.7 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -179772.281250 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -179772.3 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 595 members 
Mstep: Class 2 contains 508 members 
Entering Unmasked Estep 
Score: -179908.234375 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -179908.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -180109.859375 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -180109.9 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -180386.406250 Penalty: 3474.871338
	Iteration 12F: 3 clusters Score -180386.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -180720.468750 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -180720.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -180926.875000 Penalty: 3474.871338
	Iteration 14Q: 3 clusters Score -180926.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 704 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -180981.281250 Penalty: 3474.871338
	Iteration 15Q: 3 clusters Score -180981.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -181003.453125 Penalty: 3474.871338
	Iteration 16Q: 3 clusters Score -181003.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -181008.734375 Penalty: 3474.871338
	Iteration 17Q: 3 clusters Score -181008.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -181008.734375 Penalty: 3474.871338
	Iteration 18F: 3 clusters Score -181008.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 32092 members 
Mstep: Class 4 contains 45736 members 
Mstep: Class 5 contains 24737 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42816 members 
Mstep: Class 8 contains 45142 members 
Mstep: Class 9 contains 52154 members 
Mstep: Class 10 contains 17052 members 
Mstep: Class 11 contains 24753 members 
Mstep: Class 12 contains 60189 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15176 members 
Mstep: Class 15 contains 8994 members 
Mstep: Class 16 contains 713 members 
Mstep: Class 17 contains 44242 members 
Mstep: Class 18 contains 5291 members 
Mstep: Class 19 contains 5955 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29221 members 
Mstep: Class 22 contains 42504 members 
Mstep: Class 23 contains 27282 members 
Mstep: Class 24 contains 2905 members 
Mstep: Class 25 contains 6855 members 
Mstep: Class 26 contains 41780 members 
Mstep: Class 27 contains 54518 members 
Mstep: Class 28 contains 48288 members 
Mstep: Class 29 contains 3985 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 55331 members 
Mstep: Class 32 contains 26536 members 
Mstep: Class 33 contains 42203 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46305 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29932 members 
Mstep: Class 40 contains 34588 members 
Mstep: Class 41 contains 21489 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25395 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46380 members 
Mstep: Class 47 contains 23149 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 15772 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26868 members 
Mstep: Class 53 contains 390 members 
Entering Unmasked Estep 
Score: -207974784.000000 Penalty: 183036.406250
Splitting cluster 16 changes total score from -207975952.000000 to -207974784.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 17 (44242 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44242 members 
Entering Unmasked Estep 
Score: -8314328.000000 Penalty: 2652.962646
	Iteration 0F: 2 clusters Score -8314328 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21972 members 
Mstep: Class 2 contains 22270 members 
Entering Unmasked Estep 
Score: -8285443.000000 Penalty: 5305.925293
	Iteration 0F: 3 clusters Score -8285443 nChanged 20351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -8296952.500000 Penalty: 5305.925293
	Iteration 1F: 3 clusters Score -8296952 nChanged 1946
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20259 members 
Mstep: Class 2 contains 23983 members 
Entering Unmasked Estep 
Score: -8297533.000000 Penalty: 5305.925293
	Iteration 2Q: 3 clusters Score -8297533 nChanged 1884
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19223 members 
Mstep: Class 2 contains 25019 members 
Entering Unmasked Estep 
Score: -8298244.500000 Penalty: 5305.925293
	Iteration 3Q: 3 clusters Score -8298244 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 26439 members 
Entering Unmasked Estep 
Score: -8299094.500000 Penalty: 5305.925293
	Iteration 4Q: 3 clusters Score -8299094 nChanged 2159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 28290 members 
Entering Unmasked Estep 
Score: -8300274.500000 Penalty: 5305.925293
	Iteration 5Q: 3 clusters Score -8300274 nChanged 2503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13639 members 
Mstep: Class 2 contains 30603 members 
Entering Unmasked Estep 
Score: -8301807.500000 Penalty: 5305.925293
	Iteration 6F: 3 clusters Score -8301808 nChanged 2705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11056 members 
Mstep: Class 2 contains 33186 members 
Entering Unmasked Estep 
Score: -8303746.500000 Penalty: 5305.925293
	Iteration 7F: 3 clusters Score -8303746 nChanged 2690
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8472 members 
Mstep: Class 2 contains 35770 members 
Entering Unmasked Estep 
Score: -8305871.500000 Penalty: 5305.925293
	Iteration 8F: 3 clusters Score -8305872 nChanged 2289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6269 members 
Mstep: Class 2 contains 37973 members 
Entering Unmasked Estep 
Score: -8307697.000000 Penalty: 5305.925293
	Iteration 9F: 3 clusters Score -8307697 nChanged 1778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4593 members 
Mstep: Class 2 contains 39649 members 
Entering Unmasked Estep 
Score: -8309025.000000 Penalty: 5305.925293
	Iteration 10Q: 3 clusters Score -8309025 nChanged 1204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3443 members 
Mstep: Class 2 contains 40799 members 
Entering Unmasked Estep 
Score: -8309970.000000 Penalty: 5305.925293
	Iteration 11Q: 3 clusters Score -8309970 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 41576 members 
Entering Unmasked Estep 
Score: -8310529.500000 Penalty: 5305.925293
	Iteration 12Q: 3 clusters Score -8310530 nChanged 574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2138 members 
Mstep: Class 2 contains 42104 members 
Entering Unmasked Estep 
Score: -8310927.500000 Penalty: 5305.925293
	Iteration 13Q: 3 clusters Score -8310928 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 42476 members 
Entering Unmasked Estep 
Score: -8311224.500000 Penalty: 5305.925293
	Iteration 14Q: 3 clusters Score -8311224 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1497 members 
Mstep: Class 2 contains 42745 members 
Entering Unmasked Estep 
Score: -8311412.500000 Penalty: 5305.925293
	Iteration 15Q: 3 clusters Score -8311412 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 42947 members 
Entering Unmasked Estep 
Score: -8311565.000000 Penalty: 5305.925293
	Iteration 16Q: 3 clusters Score -8311565 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 43088 members 
Entering Unmasked Estep 
Score: -8311629.500000 Penalty: 5305.925293
	Iteration 17Q: 3 clusters Score -8311630 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 43186 members 
Entering Unmasked Estep 
Score: -8311708.500000 Penalty: 5305.925293
	Iteration 18Q: 3 clusters Score -8311708 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 43262 members 
Entering Unmasked Estep 
Score: -8311757.500000 Penalty: 5305.925293
	Iteration 19Q: 3 clusters Score -8311758 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 932 members 
Mstep: Class 2 contains 43310 members 
Entering Unmasked Estep 
Score: -8311804.500000 Penalty: 5305.925293
	Iteration 20F: 3 clusters Score -8311804 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -8311834.000000 Penalty: 5305.925293
	Iteration 21Q: 3 clusters Score -8311834 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 861 members 
Mstep: Class 2 contains 43381 members 
Entering Unmasked Estep 
Score: -8311859.000000 Penalty: 5305.925293
	Iteration 22Q: 3 clusters Score -8311859 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 817 members 
Mstep: Class 2 contains 43425 members 
Entering Unmasked Estep 
Score: -8311900.000000 Penalty: 5305.925293
	Iteration 23Q: 3 clusters Score -8311900 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 43451 members 
Entering Unmasked Estep 
Score: -8311912.000000 Penalty: 5305.925293
	Iteration 24Q: 3 clusters Score -8311912 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 43473 members 
Entering Unmasked Estep 
Score: -8311926.000000 Penalty: 5305.925293
	Iteration 25Q: 3 clusters Score -8311926 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 754 members 
Mstep: Class 2 contains 43488 members 
Entering Unmasked Estep 
Score: -8311939.500000 Penalty: 5305.925293
	Iteration 26Q: 3 clusters Score -8311940 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 43500 members 
Entering Unmasked Estep 
Score: -8311954.500000 Penalty: 5305.925293
	Iteration 27Q: 3 clusters Score -8311954 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 43507 members 
Entering Unmasked Estep 
Score: -8311953.000000 Penalty: 5305.925293
	Iteration 28Q: 3 clusters Score -8311953 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 728 members 
Mstep: Class 2 contains 43514 members 
Entering Unmasked Estep 
Score: -8311964.000000 Penalty: 5305.925293
	Iteration 29Q: 3 clusters Score -8311964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 43520 members 
Entering Unmasked Estep 
Score: -8311963.500000 Penalty: 5305.925293
	Iteration 30Q: 3 clusters Score -8311964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 43525 members 
Entering Unmasked Estep 
Score: -8311963.000000 Penalty: 5305.925293
	Iteration 31Q: 3 clusters Score -8311963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 714 members 
Mstep: Class 2 contains 43528 members 
Entering Unmasked Estep 
Score: -8311969.500000 Penalty: 5305.925293
	Iteration 32Q: 3 clusters Score -8311970 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 712 members 
Mstep: Class 2 contains 43530 members 
Entering Unmasked Estep 
Score: -8311970.000000 Penalty: 5305.925293
	Iteration 33Q: 3 clusters Score -8311970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 43531 members 
Entering Unmasked Estep 
Score: -8311964.000000 Penalty: 5305.925293
	Iteration 34Q: 3 clusters Score -8311964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 709 members 
Mstep: Class 2 contains 43533 members 
Entering Unmasked Estep 
Score: -8311968.000000 Penalty: 5305.925293
	Iteration 35Q: 3 clusters Score -8311968 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 43535 members 
Entering Unmasked Estep 
Score: -8311969.500000 Penalty: 5305.925293
	Iteration 36Q: 3 clusters Score -8311970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -8311968.000000 Penalty: 5305.925293
	Iteration 37Q: 3 clusters Score -8311968 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 43536 members 
Entering Unmasked Estep 
Score: -8311968.000000 Penalty: 5305.925293
	Iteration 38F: 3 clusters Score -8311968 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5291 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5291 members 
Entering Unmasked Estep 
Score: -947049.687500 Penalty: 2126.293213
	Iteration 0F: 2 clusters Score -947049.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -942360.062500 Penalty: 4252.586426
	Iteration 0F: 3 clusters Score -942360.1 nChanged 2033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2819 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -943466.125000 Penalty: 4252.586426
	Iteration 1F: 3 clusters Score -943466.1 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 2353 members 
Entering Unmasked Estep 
Score: -943701.375000 Penalty: 4252.586426
	Iteration 2F: 3 clusters Score -943701.4 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -943868.625000 Penalty: 4252.586426
	Iteration 3F: 3 clusters Score -943868.6 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3176 members 
Mstep: Class 2 contains 2115 members 
Entering Unmasked Estep 
Score: -944011.437500 Penalty: 4252.586426
	Iteration 4Q: 3 clusters Score -944011.4 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3306 members 
Mstep: Class 2 contains 1985 members 
Entering Unmasked Estep 
Score: -944129.562500 Penalty: 4252.586426
	Iteration 5Q: 3 clusters Score -944129.6 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3436 members 
Mstep: Class 2 contains 1855 members 
Entering Unmasked Estep 
Score: -944228.375000 Penalty: 4252.586426
	Iteration 6Q: 3 clusters Score -944228.4 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1745 members 
Entering Unmasked Estep 
Score: -944321.437500 Penalty: 4252.586426
	Iteration 7Q: 3 clusters Score -944321.4 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3661 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -944403.125000 Penalty: 4252.586426
	Iteration 8Q: 3 clusters Score -944403.1 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3757 members 
Mstep: Class 2 contains 1534 members 
Entering Unmasked Estep 
Score: -944484.875000 Penalty: 4252.586426
	Iteration 9Q: 3 clusters Score -944484.9 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3865 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -944579.750000 Penalty: 4252.586426
	Iteration 10Q: 3 clusters Score -944579.8 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -944692.562500 Penalty: 4252.586426
	Iteration 11Q: 3 clusters Score -944692.6 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4116 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -944807.000000 Penalty: 4252.586426
	Iteration 12Q: 3 clusters Score -944807 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4237 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -944912.250000 Penalty: 4252.586426
	Iteration 13Q: 3 clusters Score -944912.2 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4336 members 
Mstep: Class 2 contains 955 members 
Entering Unmasked Estep 
Score: -945001.062500 Penalty: 4252.586426
	Iteration 14Q: 3 clusters Score -945001.1 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 868 members 
Entering Unmasked Estep 
Score: -945083.875000 Penalty: 4252.586426
	Iteration 15Q: 3 clusters Score -945083.9 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -945162.062500 Penalty: 4252.586426
	Iteration 16Q: 3 clusters Score -945162.1 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -945244.562500 Penalty: 4252.586426
	Iteration 17Q: 3 clusters Score -945244.6 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4631 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -945308.437500 Penalty: 4252.586426
	Iteration 18Q: 3 clusters Score -945308.4 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4670 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -945362.375000 Penalty: 4252.586426
	Iteration 19Q: 3 clusters Score -945362.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4703 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -945396.812500 Penalty: 4252.586426
	Iteration 20F: 3 clusters Score -945396.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4722 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -945419.062500 Penalty: 4252.586426
	Iteration 21Q: 3 clusters Score -945419.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4742 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -945438.562500 Penalty: 4252.586426
	Iteration 22Q: 3 clusters Score -945438.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4759 members 
Mstep: Class 2 contains 532 members 
Entering Unmasked Estep 
Score: -945453.000000 Penalty: 4252.586426
	Iteration 23Q: 3 clusters Score -945453 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4773 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -945460.500000 Penalty: 4252.586426
	Iteration 24Q: 3 clusters Score -945460.5 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4785 members 
Mstep: Class 2 contains 506 members 
Entering Unmasked Estep 
Score: -945472.312500 Penalty: 4252.586426
	Iteration 25Q: 3 clusters Score -945472.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4793 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -945481.250000 Penalty: 4252.586426
	Iteration 26Q: 3 clusters Score -945481.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4800 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -945483.312500 Penalty: 4252.586426
	Iteration 27Q: 3 clusters Score -945483.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -945490.437500 Penalty: 4252.586426
	Iteration 28Q: 3 clusters Score -945490.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4810 members 
Mstep: Class 2 contains 481 members 
Entering Unmasked Estep 
Score: -945496.062500 Penalty: 4252.586426
	Iteration 29Q: 3 clusters Score -945496.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4814 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -945501.312500 Penalty: 4252.586426
	Iteration 30Q: 3 clusters Score -945501.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -945502.000000 Penalty: 4252.586426
	Iteration 31Q: 3 clusters Score -945502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 474 members 
Entering Unmasked Estep 
Score: -945502.000000 Penalty: 4252.586426
	Iteration 32Q: 3 clusters Score -945502 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4816 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -945502.187500 Penalty: 4252.586426
	Iteration 33Q: 3 clusters Score -945502.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -945504.875000 Penalty: 4252.586426
	Iteration 34Q: 3 clusters Score -945504.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4815 members 
Mstep: Class 2 contains 476 members 
Entering Unmasked Estep 
Score: -945504.875000 Penalty: 4252.586426
	Iteration 35F: 3 clusters Score -945504.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5955 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5955 members 
Entering Unmasked Estep 
Score: -1042304.562500 Penalty: 2155.612549
	Iteration 0F: 2 clusters Score -1042305 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2979 members 
Mstep: Class 2 contains 2976 members 
Entering Unmasked Estep 
Score: -1037242.500000 Penalty: 4311.225098
	Iteration 0F: 3 clusters Score -1037242 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2989 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1038561.312500 Penalty: 4311.225098
	Iteration 1F: 3 clusters Score -1038561 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3017 members 
Mstep: Class 2 contains 2938 members 
Entering Unmasked Estep 
Score: -1038941.687500 Penalty: 4311.225098
	Iteration 2F: 3 clusters Score -1038942 nChanged 406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3045 members 
Mstep: Class 2 contains 2910 members 
Entering Unmasked Estep 
Score: -1039296.125000 Penalty: 4311.225098
	Iteration 3F: 3 clusters Score -1039296 nChanged 405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3080 members 
Mstep: Class 2 contains 2875 members 
Entering Unmasked Estep 
Score: -1039723.500000 Penalty: 4311.225098
	Iteration 4F: 3 clusters Score -1039724 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1040253.750000 Penalty: 4311.225098
	Iteration 5F: 3 clusters Score -1040254 nChanged 426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3191 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -1040737.562500 Penalty: 4311.225098
	Iteration 6F: 3 clusters Score -1040738 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3288 members 
Mstep: Class 2 contains 2667 members 
Entering Unmasked Estep 
Score: -1041063.062500 Penalty: 4311.225098
	Iteration 7F: 3 clusters Score -1041063 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3361 members 
Mstep: Class 2 contains 2594 members 
Entering Unmasked Estep 
Score: -1041252.500000 Penalty: 4311.225098
	Iteration 8Q: 3 clusters Score -1041252 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3401 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -1041357.812500 Penalty: 4311.225098
	Iteration 9Q: 3 clusters Score -1041358 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3439 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -1041429.187500 Penalty: 4311.225098
	Iteration 10Q: 3 clusters Score -1041429 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 2472 members 
Entering Unmasked Estep 
Score: -1041483.187500 Penalty: 4311.225098
	Iteration 11Q: 3 clusters Score -1041483 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3523 members 
Mstep: Class 2 contains 2432 members 
Entering Unmasked Estep 
Score: -1041518.500000 Penalty: 4311.225098
	Iteration 12Q: 3 clusters Score -1041518 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3558 members 
Mstep: Class 2 contains 2397 members 
Entering Unmasked Estep 
Score: -1041549.500000 Penalty: 4311.225098
	Iteration 13Q: 3 clusters Score -1041550 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3587 members 
Mstep: Class 2 contains 2368 members 
Entering Unmasked Estep 
Score: -1041568.687500 Penalty: 4311.225098
	Iteration 14Q: 3 clusters Score -1041569 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2344 members 
Entering Unmasked Estep 
Score: -1041588.312500 Penalty: 4311.225098
	Iteration 15Q: 3 clusters Score -1041588 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3635 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -1041608.062500 Penalty: 4311.225098
	Iteration 16Q: 3 clusters Score -1041608 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3652 members 
Mstep: Class 2 contains 2303 members 
Entering Unmasked Estep 
Score: -1041625.062500 Penalty: 4311.225098
	Iteration 17Q: 3 clusters Score -1041625 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3675 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -1041638.562500 Penalty: 4311.225098
	Iteration 18Q: 3 clusters Score -1041639 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 2269 members 
Entering Unmasked Estep 
Score: -1041645.062500 Penalty: 4311.225098
	Iteration 19Q: 3 clusters Score -1041645 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 2251 members 
Entering Unmasked Estep 
Score: -1041658.375000 Penalty: 4311.225098
	Iteration 20F: 3 clusters Score -1041658 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -1041669.875000 Penalty: 4311.225098
	Iteration 21Q: 3 clusters Score -1041670 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3739 members 
Mstep: Class 2 contains 2216 members 
Entering Unmasked Estep 
Score: -1041681.062500 Penalty: 4311.225098
	Iteration 22Q: 3 clusters Score -1041681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 2191 members 
Entering Unmasked Estep 
Score: -1041693.187500 Penalty: 4311.225098
	Iteration 23Q: 3 clusters Score -1041693 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3785 members 
Mstep: Class 2 contains 2170 members 
Entering Unmasked Estep 
Score: -1041704.750000 Penalty: 4311.225098
	Iteration 24Q: 3 clusters Score -1041705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3807 members 
Mstep: Class 2 contains 2148 members 
Entering Unmasked Estep 
Score: -1041717.125000 Penalty: 4311.225098
	Iteration 25Q: 3 clusters Score -1041717 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3834 members 
Mstep: Class 2 contains 2121 members 
Entering Unmasked Estep 
Score: -1041729.250000 Penalty: 4311.225098
	Iteration 26Q: 3 clusters Score -1041729 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3856 members 
Mstep: Class 2 contains 2099 members 
Entering Unmasked Estep 
Score: -1041745.562500 Penalty: 4311.225098
	Iteration 27Q: 3 clusters Score -1041746 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3882 members 
Mstep: Class 2 contains 2073 members 
Entering Unmasked Estep 
Score: -1041757.250000 Penalty: 4311.225098
	Iteration 28Q: 3 clusters Score -1041757 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3902 members 
Mstep: Class 2 contains 2053 members 
Entering Unmasked Estep 
Score: -1041768.250000 Penalty: 4311.225098
	Iteration 29Q: 3 clusters Score -1041768 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -1041776.687500 Penalty: 4311.225098
	Iteration 30Q: 3 clusters Score -1041777 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 2014 members 
Entering Unmasked Estep 
Score: -1041783.562500 Penalty: 4311.225098
	Iteration 31Q: 3 clusters Score -1041784 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3956 members 
Mstep: Class 2 contains 1999 members 
Entering Unmasked Estep 
Score: -1041790.250000 Penalty: 4311.225098
	Iteration 32Q: 3 clusters Score -1041790 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 1990 members 
Entering Unmasked Estep 
Score: -1041792.125000 Penalty: 4311.225098
	Iteration 33Q: 3 clusters Score -1041792 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3974 members 
Mstep: Class 2 contains 1981 members 
Entering Unmasked Estep 
Score: -1041796.562500 Penalty: 4311.225098
	Iteration 34Q: 3 clusters Score -1041797 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3984 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -1041800.812500 Penalty: 4311.225098
	Iteration 35Q: 3 clusters Score -1041801 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3995 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -1041804.812500 Penalty: 4311.225098
	Iteration 36Q: 3 clusters Score -1041805 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4012 members 
Mstep: Class 2 contains 1943 members 
Entering Unmasked Estep 
Score: -1041814.375000 Penalty: 4311.225098
	Iteration 37Q: 3 clusters Score -1041814 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4026 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -1041826.375000 Penalty: 4311.225098
	Iteration 38Q: 3 clusters Score -1041826 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 1921 members 
Entering Unmasked Estep 
Score: -1041828.625000 Penalty: 4311.225098
	Iteration 39Q: 3 clusters Score -1041829 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4041 members 
Mstep: Class 2 contains 1914 members 
Entering Unmasked Estep 
Score: -1041833.187500 Penalty: 4311.225098
	Iteration 40F: 3 clusters Score -1041833 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4049 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -1041835.562500 Penalty: 4311.225098
	Iteration 41Q: 3 clusters Score -1041836 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 1894 members 
Entering Unmasked Estep 
Score: -1041841.250000 Penalty: 4311.225098
	Iteration 42Q: 3 clusters Score -1041841 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4075 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -1041848.687500 Penalty: 4311.225098
	Iteration 43Q: 3 clusters Score -1041849 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4081 members 
Mstep: Class 2 contains 1874 members 
Entering Unmasked Estep 
Score: -1041851.750000 Penalty: 4311.225098
	Iteration 44Q: 3 clusters Score -1041852 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -1041851.937500 Penalty: 4311.225098
	Iteration 45Q: 3 clusters Score -1041852 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1041852.000000 Penalty: 4311.225098
	Iteration 46Q: 3 clusters Score -1041852 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4087 members 
Mstep: Class 2 contains 1868 members 
Entering Unmasked Estep 
Score: -1041852.000000 Penalty: 4311.225098
	Iteration 47F: 3 clusters Score -1041852 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -25563.052734 Penalty: 1295.985107
	Iteration 0F: 2 clusters Score -25563.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 96 members 
Mstep: Class 2 contains 90 members 
Entering Unmasked Estep 
Score: -24741.216797 Penalty: 2591.970215
	Iteration 0F: 3 clusters Score -24741.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 98 members 
Entering Unmasked Estep 
Score: -24848.460938 Penalty: 2591.970215
	Iteration 1F: 3 clusters Score -24848.46 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24861.302734 Penalty: 2591.970215
	Iteration 2Q: 3 clusters Score -24861.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 106 members 
Entering Unmasked Estep 
Score: -24873.925781 Penalty: 2591.970215
	Iteration 3Q: 3 clusters Score -24873.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 78 members 
Mstep: Class 2 contains 108 members 
Entering Unmasked Estep 
Score: -24875.859375 Penalty: 2591.970215
	Iteration 4Q: 3 clusters Score -24875.86 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24879.916016 Penalty: 2591.970215
	Iteration 5Q: 3 clusters Score -24879.92 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24886.240234 Penalty: 2591.970215
	Iteration 6Q: 3 clusters Score -24886.24 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24886.240234 Penalty: 2591.970215
	Iteration 7F: 3 clusters Score -24886.24 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (29221 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29221 members 
Entering Unmasked Estep 
Score: -5569204.500000 Penalty: 2550.095459
	Iteration 0F: 2 clusters Score -5569204 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14709 members 
Mstep: Class 2 contains 14512 members 
Entering Unmasked Estep 
Score: -5549267.500000 Penalty: 5100.190918
	Iteration 0F: 3 clusters Score -5549268 nChanged 13126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15217 members 
Mstep: Class 2 contains 14004 members 
Entering Unmasked Estep 
Score: -5556302.000000 Penalty: 5100.190918
	Iteration 1F: 3 clusters Score -5556302 nChanged 1422
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15539 members 
Mstep: Class 2 contains 13682 members 
Entering Unmasked Estep 
Score: -5556738.500000 Penalty: 5100.190918
	Iteration 2Q: 3 clusters Score -5556738 nChanged 1209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15994 members 
Mstep: Class 2 contains 13227 members 
Entering Unmasked Estep 
Score: -5557089.000000 Penalty: 5100.190918
	Iteration 3Q: 3 clusters Score -5557089 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16595 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -5557493.500000 Penalty: 5100.190918
	Iteration 4Q: 3 clusters Score -5557494 nChanged 1182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17411 members 
Mstep: Class 2 contains 11810 members 
Entering Unmasked Estep 
Score: -5557984.500000 Penalty: 5100.190918
	Iteration 5Q: 3 clusters Score -5557984 nChanged 1264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18501 members 
Mstep: Class 2 contains 10720 members 
Entering Unmasked Estep 
Score: -5558567.500000 Penalty: 5100.190918
	Iteration 6Q: 3 clusters Score -5558568 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19920 members 
Mstep: Class 2 contains 9301 members 
Entering Unmasked Estep 
Score: -5559479.000000 Penalty: 5100.190918
	Iteration 7F: 3 clusters Score -5559479 nChanged 1789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21659 members 
Mstep: Class 2 contains 7562 members 
Entering Unmasked Estep 
Score: -5560717.500000 Penalty: 5100.190918
	Iteration 8F: 3 clusters Score -5560718 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23460 members 
Mstep: Class 2 contains 5761 members 
Entering Unmasked Estep 
Score: -5562180.500000 Penalty: 5100.190918
	Iteration 9F: 3 clusters Score -5562180 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25169 members 
Mstep: Class 2 contains 4052 members 
Entering Unmasked Estep 
Score: -5563655.500000 Penalty: 5100.190918
	Iteration 10F: 3 clusters Score -5563656 nChanged 1456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26601 members 
Mstep: Class 2 contains 2620 members 
Entering Unmasked Estep 
Score: -5564974.500000 Penalty: 5100.190918
	Iteration 11Q: 3 clusters Score -5564974 nChanged 994
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27581 members 
Mstep: Class 2 contains 1640 members 
Entering Unmasked Estep 
Score: -5565815.000000 Penalty: 5100.190918
	Iteration 12Q: 3 clusters Score -5565815 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28123 members 
Mstep: Class 2 contains 1098 members 
Entering Unmasked Estep 
Score: -5566242.500000 Penalty: 5100.190918
	Iteration 13Q: 3 clusters Score -5566242 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28409 members 
Mstep: Class 2 contains 812 members 
Entering Unmasked Estep 
Score: -5566485.500000 Penalty: 5100.190918
	Iteration 14Q: 3 clusters Score -5566486 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28563 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -5566633.500000 Penalty: 5100.190918
	Iteration 15Q: 3 clusters Score -5566634 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28655 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5566727.500000 Penalty: 5100.190918
	Iteration 16Q: 3 clusters Score -5566728 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28719 members 
Mstep: Class 2 contains 502 members 
Entering Unmasked Estep 
Score: -5566783.500000 Penalty: 5100.190918
	Iteration 17Q: 3 clusters Score -5566784 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28757 members 
Mstep: Class 2 contains 464 members 
Entering Unmasked Estep 
Score: -5566833.500000 Penalty: 5100.190918
	Iteration 18Q: 3 clusters Score -5566834 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28781 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -5566879.000000 Penalty: 5100.190918
	Iteration 19Q: 3 clusters Score -5566879 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28796 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -5566908.000000 Penalty: 5100.190918
	Iteration 20F: 3 clusters Score -5566908 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28814 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -5566931.500000 Penalty: 5100.190918
	Iteration 21Q: 3 clusters Score -5566932 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -5566947.500000 Penalty: 5100.190918
	Iteration 22Q: 3 clusters Score -5566948 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28829 members 
Mstep: Class 2 contains 392 members 
Entering Unmasked Estep 
Score: -5566959.000000 Penalty: 5100.190918
	Iteration 23Q: 3 clusters Score -5566959 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28832 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -5566977.500000 Penalty: 5100.190918
	Iteration 24Q: 3 clusters Score -5566978 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28831 members 
Mstep: Class 2 contains 390 members 
Entering Unmasked Estep 
Score: -5566981.000000 Penalty: 5100.190918
	Iteration 25Q: 3 clusters Score -5566981 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28834 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -5566982.000000 Penalty: 5100.190918
	Iteration 26Q: 3 clusters Score -5566982 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28835 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -5566987.500000 Penalty: 5100.190918
	Iteration 27Q: 3 clusters Score -5566988 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28836 members 
Mstep: Class 2 contains 385 members 
Entering Unmasked Estep 
Score: -5566994.500000 Penalty: 5100.190918
	Iteration 28Q: 3 clusters Score -5566994 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5566993.500000 Penalty: 5100.190918
	Iteration 29Q: 3 clusters Score -5566994 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28837 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -5566993.500000 Penalty: 5100.190918
	Iteration 30F: 3 clusters Score -5566994 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42504 members 
Entering Unmasked Estep 
Score: -7907121.000000 Penalty: 2643.023682
	Iteration 0F: 2 clusters Score -7907121 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21233 members 
Mstep: Class 2 contains 21271 members 
Entering Unmasked Estep 
Score: -7878865.500000 Penalty: 5286.047363
	Iteration 0F: 3 clusters Score -7878866 nChanged 19490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 21035 members 
Entering Unmasked Estep 
Score: -7889743.500000 Penalty: 5286.047363
	Iteration 1F: 3 clusters Score -7889744 nChanged 1880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21735 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -7890356.500000 Penalty: 5286.047363
	Iteration 2Q: 3 clusters Score -7890356 nChanged 1700
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22103 members 
Mstep: Class 2 contains 20401 members 
Entering Unmasked Estep 
Score: -7890801.500000 Penalty: 5286.047363
	Iteration 3Q: 3 clusters Score -7890802 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22646 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -7891312.000000 Penalty: 5286.047363
	Iteration 4Q: 3 clusters Score -7891312 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 19190 members 
Entering Unmasked Estep 
Score: -7891829.000000 Penalty: 5286.047363
	Iteration 5Q: 3 clusters Score -7891829 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24106 members 
Mstep: Class 2 contains 18398 members 
Entering Unmasked Estep 
Score: -7892340.000000 Penalty: 5286.047363
	Iteration 6Q: 3 clusters Score -7892340 nChanged 1606
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25086 members 
Mstep: Class 2 contains 17418 members 
Entering Unmasked Estep 
Score: -7892988.500000 Penalty: 5286.047363
	Iteration 7Q: 3 clusters Score -7892988 nChanged 1748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26346 members 
Mstep: Class 2 contains 16158 members 
Entering Unmasked Estep 
Score: -7893815.000000 Penalty: 5286.047363
	Iteration 8Q: 3 clusters Score -7893815 nChanged 1975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27943 members 
Mstep: Class 2 contains 14561 members 
Entering Unmasked Estep 
Score: -7894862.500000 Penalty: 5286.047363
	Iteration 9Q: 3 clusters Score -7894862 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29852 members 
Mstep: Class 2 contains 12652 members 
Entering Unmasked Estep 
Score: -7896232.000000 Penalty: 5286.047363
	Iteration 10F: 3 clusters Score -7896232 nChanged 2252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31926 members 
Mstep: Class 2 contains 10578 members 
Entering Unmasked Estep 
Score: -7897822.500000 Penalty: 5286.047363
	Iteration 11F: 3 clusters Score -7897822 nChanged 2098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33896 members 
Mstep: Class 2 contains 8608 members 
Entering Unmasked Estep 
Score: -7899322.500000 Penalty: 5286.047363
	Iteration 12Q: 3 clusters Score -7899322 nChanged 1799
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35607 members 
Mstep: Class 2 contains 6897 members 
Entering Unmasked Estep 
Score: -7900580.500000 Penalty: 5286.047363
	Iteration 13Q: 3 clusters Score -7900580 nChanged 1443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37010 members 
Mstep: Class 2 contains 5494 members 
Entering Unmasked Estep 
Score: -7901573.500000 Penalty: 5286.047363
	Iteration 14Q: 3 clusters Score -7901574 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38183 members 
Mstep: Class 2 contains 4321 members 
Entering Unmasked Estep 
Score: -7902397.000000 Penalty: 5286.047363
	Iteration 15Q: 3 clusters Score -7902397 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39177 members 
Mstep: Class 2 contains 3327 members 
Entering Unmasked Estep 
Score: -7903003.500000 Penalty: 5286.047363
	Iteration 16Q: 3 clusters Score -7903004 nChanged 786
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39963 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -7903478.000000 Penalty: 5286.047363
	Iteration 17Q: 3 clusters Score -7903478 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40575 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -7903804.500000 Penalty: 5286.047363
	Iteration 18Q: 3 clusters Score -7903804 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -7904057.500000 Penalty: 5286.047363
	Iteration 19Q: 3 clusters Score -7904058 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41407 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -7904324.500000 Penalty: 5286.047363
	Iteration 20F: 3 clusters Score -7904324 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41663 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -7904493.500000 Penalty: 5286.047363
	Iteration 21Q: 3 clusters Score -7904494 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -7904604.000000 Penalty: 5286.047363
	Iteration 22Q: 3 clusters Score -7904604 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41953 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -7904669.500000 Penalty: 5286.047363
	Iteration 23Q: 3 clusters Score -7904670 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 468 members 
Entering Unmasked Estep 
Score: -7904739.000000 Penalty: 5286.047363
	Iteration 24Q: 3 clusters Score -7904739 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42079 members 
Mstep: Class 2 contains 425 members 
Entering Unmasked Estep 
Score: -7904776.500000 Penalty: 5286.047363
	Iteration 25Q: 3 clusters Score -7904776 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42117 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -7904797.500000 Penalty: 5286.047363
	Iteration 26Q: 3 clusters Score -7904798 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42140 members 
Mstep: Class 2 contains 364 members 
Entering Unmasked Estep 
Score: -7904823.000000 Penalty: 5286.047363
	Iteration 27Q: 3 clusters Score -7904823 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42157 members 
Mstep: Class 2 contains 347 members 
Entering Unmasked Estep 
Score: -7904851.500000 Penalty: 5286.047363
	Iteration 28Q: 3 clusters Score -7904852 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42167 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -7904859.500000 Penalty: 5286.047363
	Iteration 29Q: 3 clusters Score -7904860 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42181 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -7904871.000000 Penalty: 5286.047363
	Iteration 30Q: 3 clusters Score -7904871 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42192 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -7904891.500000 Penalty: 5286.047363
	Iteration 31Q: 3 clusters Score -7904892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42204 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -7904901.000000 Penalty: 5286.047363
	Iteration 32Q: 3 clusters Score -7904901 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42209 members 
Mstep: Class 2 contains 295 members 
Entering Unmasked Estep 
Score: -7904913.000000 Penalty: 5286.047363
	Iteration 33Q: 3 clusters Score -7904913 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42215 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -7904919.500000 Penalty: 5286.047363
	Iteration 34Q: 3 clusters Score -7904920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7904931.500000 Penalty: 5286.047363
	Iteration 35Q: 3 clusters Score -7904932 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42218 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -7904931.500000 Penalty: 5286.047363
	Iteration 36F: 3 clusters Score -7904932 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (27282 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27282 members 
Entering Unmasked Estep 
Score: -5216237.500000 Penalty: 2533.067627
	Iteration 0F: 2 clusters Score -5216238 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13739 members 
Mstep: Class 2 contains 13543 members 
Entering Unmasked Estep 
Score: -5197457.000000 Penalty: 5066.135254
	Iteration 0F: 3 clusters Score -5197457 nChanged 12274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14369 members 
Mstep: Class 2 contains 12913 members 
Entering Unmasked Estep 
Score: -5204081.000000 Penalty: 5066.135254
	Iteration 1F: 3 clusters Score -5204081 nChanged 1315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14774 members 
Mstep: Class 2 contains 12508 members 
Entering Unmasked Estep 
Score: -5204609.000000 Penalty: 5066.135254
	Iteration 2Q: 3 clusters Score -5204609 nChanged 1221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15345 members 
Mstep: Class 2 contains 11937 members 
Entering Unmasked Estep 
Score: -5205115.000000 Penalty: 5066.135254
	Iteration 3Q: 3 clusters Score -5205115 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16049 members 
Mstep: Class 2 contains 11233 members 
Entering Unmasked Estep 
Score: -5205681.000000 Penalty: 5066.135254
	Iteration 4Q: 3 clusters Score -5205681 nChanged 1170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16871 members 
Mstep: Class 2 contains 10411 members 
Entering Unmasked Estep 
Score: -5206338.500000 Penalty: 5066.135254
	Iteration 5Q: 3 clusters Score -5206338 nChanged 1219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17800 members 
Mstep: Class 2 contains 9482 members 
Entering Unmasked Estep 
Score: -5207046.000000 Penalty: 5066.135254
	Iteration 6Q: 3 clusters Score -5207046 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 8443 members 
Entering Unmasked Estep 
Score: -5207995.500000 Penalty: 5066.135254
	Iteration 7Q: 3 clusters Score -5207996 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19999 members 
Mstep: Class 2 contains 7283 members 
Entering Unmasked Estep 
Score: -5209070.500000 Penalty: 5066.135254
	Iteration 8Q: 3 clusters Score -5209070 nChanged 1278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 6205 members 
Entering Unmasked Estep 
Score: -5210088.500000 Penalty: 5066.135254
	Iteration 9Q: 3 clusters Score -5210088 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22048 members 
Mstep: Class 2 contains 5234 members 
Entering Unmasked Estep 
Score: -5211001.000000 Penalty: 5066.135254
	Iteration 10Q: 3 clusters Score -5211001 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22885 members 
Mstep: Class 2 contains 4397 members 
Entering Unmasked Estep 
Score: -5211711.000000 Penalty: 5066.135254
	Iteration 11Q: 3 clusters Score -5211711 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23578 members 
Mstep: Class 2 contains 3704 members 
Entering Unmasked Estep 
Score: -5212279.500000 Penalty: 5066.135254
	Iteration 12Q: 3 clusters Score -5212280 nChanged 678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24156 members 
Mstep: Class 2 contains 3126 members 
Entering Unmasked Estep 
Score: -5212677.500000 Penalty: 5066.135254
	Iteration 13Q: 3 clusters Score -5212678 nChanged 583
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24651 members 
Mstep: Class 2 contains 2631 members 
Entering Unmasked Estep 
Score: -5213043.500000 Penalty: 5066.135254
	Iteration 14Q: 3 clusters Score -5213044 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25046 members 
Mstep: Class 2 contains 2236 members 
Entering Unmasked Estep 
Score: -5213323.000000 Penalty: 5066.135254
	Iteration 15Q: 3 clusters Score -5213323 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25342 members 
Mstep: Class 2 contains 1940 members 
Entering Unmasked Estep 
Score: -5213493.000000 Penalty: 5066.135254
	Iteration 16Q: 3 clusters Score -5213493 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25562 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -5213608.500000 Penalty: 5066.135254
	Iteration 17Q: 3 clusters Score -5213608 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -5213693.500000 Penalty: 5066.135254
	Iteration 18Q: 3 clusters Score -5213694 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25851 members 
Mstep: Class 2 contains 1431 members 
Entering Unmasked Estep 
Score: -5213791.500000 Penalty: 5066.135254
	Iteration 19Q: 3 clusters Score -5213792 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25946 members 
Mstep: Class 2 contains 1336 members 
Entering Unmasked Estep 
Score: -5213843.500000 Penalty: 5066.135254
	Iteration 20F: 3 clusters Score -5213844 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26023 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5213888.500000 Penalty: 5066.135254
	Iteration 21Q: 3 clusters Score -5213888 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26082 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -5213934.500000 Penalty: 5066.135254
	Iteration 22Q: 3 clusters Score -5213934 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26135 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -5213963.000000 Penalty: 5066.135254
	Iteration 23Q: 3 clusters Score -5213963 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26169 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -5213977.000000 Penalty: 5066.135254
	Iteration 24Q: 3 clusters Score -5213977 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26201 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -5214001.500000 Penalty: 5066.135254
	Iteration 25Q: 3 clusters Score -5214002 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26242 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -5214028.000000 Penalty: 5066.135254
	Iteration 26Q: 3 clusters Score -5214028 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26269 members 
Mstep: Class 2 contains 1013 members 
Entering Unmasked Estep 
Score: -5214049.000000 Penalty: 5066.135254
	Iteration 27Q: 3 clusters Score -5214049 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26298 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -5214077.500000 Penalty: 5066.135254
	Iteration 28Q: 3 clusters Score -5214078 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26311 members 
Mstep: Class 2 contains 971 members 
Entering Unmasked Estep 
Score: -5214088.000000 Penalty: 5066.135254
	Iteration 29Q: 3 clusters Score -5214088 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26314 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -5214087.000000 Penalty: 5066.135254
	Iteration 30Q: 3 clusters Score -5214087 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26326 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -5214095.500000 Penalty: 5066.135254
	Iteration 31Q: 3 clusters Score -5214096 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26339 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -5214096.000000 Penalty: 5066.135254
	Iteration 32Q: 3 clusters Score -5214096 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26349 members 
Mstep: Class 2 contains 933 members 
Entering Unmasked Estep 
Score: -5214097.000000 Penalty: 5066.135254
	Iteration 33Q: 3 clusters Score -5214097 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26355 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -5214099.000000 Penalty: 5066.135254
	Iteration 34Q: 3 clusters Score -5214099 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5214109.000000 Penalty: 5066.135254
	Iteration 35Q: 3 clusters Score -5214109 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26360 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -5214115.000000 Penalty: 5066.135254
	Iteration 36Q: 3 clusters Score -5214115 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26362 members 
Mstep: Class 2 contains 920 members 
Entering Unmasked Estep 
Score: -5214117.000000 Penalty: 5066.135254
	Iteration 37Q: 3 clusters Score -5214117 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26365 members 
Mstep: Class 2 contains 917 members 
Entering Unmasked Estep 
Score: -5214117.500000 Penalty: 5066.135254
	Iteration 38Q: 3 clusters Score -5214118 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5214114.000000 Penalty: 5066.135254
	Iteration 39Q: 3 clusters Score -5214114 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26367 members 
Mstep: Class 2 contains 915 members 
Entering Unmasked Estep 
Score: -5214116.500000 Penalty: 5066.135254
	Iteration 40F: 3 clusters Score -5214116 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26368 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -5214124.500000 Penalty: 5066.135254
	Iteration 41Q: 3 clusters Score -5214124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26373 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -5214130.500000 Penalty: 5066.135254
	Iteration 42Q: 3 clusters Score -5214130 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26377 members 
Mstep: Class 2 contains 905 members 
Entering Unmasked Estep 
Score: -5214127.500000 Penalty: 5066.135254
	Iteration 43Q: 3 clusters Score -5214128 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26383 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5214123.000000 Penalty: 5066.135254
	Iteration 44Q: 3 clusters Score -5214123 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5214121.000000 Penalty: 5066.135254
	Iteration 45Q: 3 clusters Score -5214121 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -5214121.000000 Penalty: 5066.135254
	Iteration 46F: 3 clusters Score -5214121 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2905 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2905 members 
Entering Unmasked Estep 
Score: -564574.062500 Penalty: 1977.598877
	Iteration 0F: 2 clusters Score -564574.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1445 members 
Mstep: Class 2 contains 1460 members 
Entering Unmasked Estep 
Score: -561345.750000 Penalty: 3955.197754
	Iteration 0F: 3 clusters Score -561345.8 nChanged 1012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1427 members 
Mstep: Class 2 contains 1478 members 
Entering Unmasked Estep 
Score: -562019.437500 Penalty: 3955.197754
	Iteration 1F: 3 clusters Score -562019.4 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1412 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -562167.312500 Penalty: 3955.197754
	Iteration 2F: 3 clusters Score -562167.3 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1389 members 
Mstep: Class 2 contains 1516 members 
Entering Unmasked Estep 
Score: -562238.812500 Penalty: 3955.197754
	Iteration 3Q: 3 clusters Score -562238.8 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -562285.625000 Penalty: 3955.197754
	Iteration 4Q: 3 clusters Score -562285.6 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 1540 members 
Entering Unmasked Estep 
Score: -562319.375000 Penalty: 3955.197754
	Iteration 5Q: 3 clusters Score -562319.4 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1359 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -562343.125000 Penalty: 3955.197754
	Iteration 6Q: 3 clusters Score -562343.1 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1353 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -562360.000000 Penalty: 3955.197754
	Iteration 7Q: 3 clusters Score -562360 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -562372.625000 Penalty: 3955.197754
	Iteration 8Q: 3 clusters Score -562372.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -562382.687500 Penalty: 3955.197754
	Iteration 9Q: 3 clusters Score -562382.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -562389.687500 Penalty: 3955.197754
	Iteration 10Q: 3 clusters Score -562389.7 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1329 members 
Mstep: Class 2 contains 1576 members 
Entering Unmasked Estep 
Score: -562396.625000 Penalty: 3955.197754
	Iteration 11Q: 3 clusters Score -562396.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1326 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -562403.062500 Penalty: 3955.197754
	Iteration 12Q: 3 clusters Score -562403.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1323 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -562407.062500 Penalty: 3955.197754
	Iteration 13Q: 3 clusters Score -562407.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -562413.937500 Penalty: 3955.197754
	Iteration 14Q: 3 clusters Score -562413.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -562417.500000 Penalty: 3955.197754
	Iteration 15Q: 3 clusters Score -562417.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1320 members 
Mstep: Class 2 contains 1585 members 
Entering Unmasked Estep 
Score: -562421.187500 Penalty: 3955.197754
	Iteration 16Q: 3 clusters Score -562421.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -562422.687500 Penalty: 3955.197754
	Iteration 17Q: 3 clusters Score -562422.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1318 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -562424.625000 Penalty: 3955.197754
	Iteration 18Q: 3 clusters Score -562424.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1316 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -562424.875000 Penalty: 3955.197754
	Iteration 19Q: 3 clusters Score -562424.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1317 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -562426.375000 Penalty: 3955.197754
	Iteration 20F: 3 clusters Score -562426.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1315 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -562429.625000 Penalty: 3955.197754
	Iteration 21Q: 3 clusters Score -562429.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1312 members 
Mstep: Class 2 contains 1593 members 
Entering Unmasked Estep 
Score: -562431.562500 Penalty: 3955.197754
	Iteration 22Q: 3 clusters Score -562431.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1310 members 
Mstep: Class 2 contains 1595 members 
Entering Unmasked Estep 
Score: -562435.125000 Penalty: 3955.197754
	Iteration 23Q: 3 clusters Score -562435.1 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1307 members 
Mstep: Class 2 contains 1598 members 
Entering Unmasked Estep 
Score: -562438.562500 Penalty: 3955.197754
	Iteration 24Q: 3 clusters Score -562438.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -562439.437500 Penalty: 3955.197754
	Iteration 25Q: 3 clusters Score -562439.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1303 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -562439.875000 Penalty: 3955.197754
	Iteration 26Q: 3 clusters Score -562439.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -562442.312500 Penalty: 3955.197754
	Iteration 27Q: 3 clusters Score -562442.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -562444.750000 Penalty: 3955.197754
	Iteration 28Q: 3 clusters Score -562444.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1291 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -562445.750000 Penalty: 3955.197754
	Iteration 29Q: 3 clusters Score -562445.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -562445.875000 Penalty: 3955.197754
	Iteration 30Q: 3 clusters Score -562445.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -562446.812500 Penalty: 3955.197754
	Iteration 31Q: 3 clusters Score -562446.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -562448.000000 Penalty: 3955.197754
	Iteration 32Q: 3 clusters Score -562448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1288 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -562448.562500 Penalty: 3955.197754
	Iteration 33Q: 3 clusters Score -562448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1289 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -562448.562500 Penalty: 3955.197754
	Iteration 34Q: 3 clusters Score -562448.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -562448.500000 Penalty: 3955.197754
	Iteration 35Q: 3 clusters Score -562448.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1290 members 
Mstep: Class 2 contains 1615 members 
Entering Unmasked Estep 
Score: -562448.500000 Penalty: 3955.197754
	Iteration 36F: 3 clusters Score -562448.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6855 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6855 members 
Entering Unmasked Estep 
Score: -1249752.750000 Penalty: 2190.517822
	Iteration 0F: 2 clusters Score -1249753 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3405 members 
Mstep: Class 2 contains 3450 members 
Entering Unmasked Estep 
Score: -1244031.500000 Penalty: 4381.035645
	Iteration 0F: 3 clusters Score -1244032 nChanged 2749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 3477 members 
Entering Unmasked Estep 
Score: -1245579.625000 Penalty: 4381.035645
	Iteration 1F: 3 clusters Score -1245580 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3404 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
Score: -1245929.000000 Penalty: 4381.035645
	Iteration 2F: 3 clusters Score -1245929 nChanged 446
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 3357 members 
Entering Unmasked Estep 
Score: -1246292.875000 Penalty: 4381.035645
	Iteration 3F: 3 clusters Score -1246293 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 3177 members 
Entering Unmasked Estep 
Score: -1246865.250000 Penalty: 4381.035645
	Iteration 4F: 3 clusters Score -1246865 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3950 members 
Mstep: Class 2 contains 2905 members 
Entering Unmasked Estep 
Score: -1247654.125000 Penalty: 4381.035645
	Iteration 5F: 3 clusters Score -1247654 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 2605 members 
Entering Unmasked Estep 
Score: -1248423.000000 Penalty: 4381.035645
	Iteration 6F: 3 clusters Score -1248423 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4428 members 
Mstep: Class 2 contains 2427 members 
Entering Unmasked Estep 
Score: -1248866.250000 Penalty: 4381.035645
	Iteration 7F: 3 clusters Score -1248866 nChanged 287
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4541 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -1249084.500000 Penalty: 4381.035645
	Iteration 8Q: 3 clusters Score -1249084 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4582 members 
Mstep: Class 2 contains 2273 members 
Entering Unmasked Estep 
Score: -1249194.375000 Penalty: 4381.035645
	Iteration 9Q: 3 clusters Score -1249194 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4608 members 
Mstep: Class 2 contains 2247 members 
Entering Unmasked Estep 
Score: -1249241.000000 Penalty: 4381.035645
	Iteration 10Q: 3 clusters Score -1249241 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4628 members 
Mstep: Class 2 contains 2227 members 
Entering Unmasked Estep 
Score: -1249268.000000 Penalty: 4381.035645
	Iteration 11Q: 3 clusters Score -1249268 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4648 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -1249279.125000 Penalty: 4381.035645
	Iteration 12Q: 3 clusters Score -1249279 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4663 members 
Mstep: Class 2 contains 2192 members 
Entering Unmasked Estep 
Score: -1249291.875000 Penalty: 4381.035645
	Iteration 13Q: 3 clusters Score -1249292 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4668 members 
Mstep: Class 2 contains 2187 members 
Entering Unmasked Estep 
Score: -1249293.000000 Penalty: 4381.035645
	Iteration 14Q: 3 clusters Score -1249293 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4673 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -1249297.500000 Penalty: 4381.035645
	Iteration 15Q: 3 clusters Score -1249298 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1249300.500000 Penalty: 4381.035645
	Iteration 16Q: 3 clusters Score -1249300 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4675 members 
Mstep: Class 2 contains 2180 members 
Entering Unmasked Estep 
Score: -1249301.750000 Penalty: 4381.035645
	Iteration 17Q: 3 clusters Score -1249302 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1249303.750000 Penalty: 4381.035645
	Iteration 18Q: 3 clusters Score -1249304 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1249303.875000 Penalty: 4381.035645
	Iteration 19Q: 3 clusters Score -1249304 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4676 members 
Mstep: Class 2 contains 2179 members 
Entering Unmasked Estep 
Score: -1249303.875000 Penalty: 4381.035645
	Iteration 20F: 3 clusters Score -1249304 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41780 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41780 members 
Entering Unmasked Estep 
Score: -8029047.000000 Penalty: 2638.762939
	Iteration 0F: 2 clusters Score -8029047 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20818 members 
Mstep: Class 2 contains 20962 members 
Entering Unmasked Estep 
Score: -8002969.000000 Penalty: 5277.525879
	Iteration 0F: 3 clusters Score -8002969 nChanged 19101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 20769 members 
Entering Unmasked Estep 
Score: -8013381.000000 Penalty: 5277.525879
	Iteration 1F: 3 clusters Score -8013381 nChanged 1609
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21212 members 
Mstep: Class 2 contains 20568 members 
Entering Unmasked Estep 
Score: -8013756.000000 Penalty: 5277.525879
	Iteration 2Q: 3 clusters Score -8013756 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21447 members 
Mstep: Class 2 contains 20333 members 
Entering Unmasked Estep 
Score: -8014159.000000 Penalty: 5277.525879
	Iteration 3Q: 3 clusters Score -8014159 nChanged 1430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 20047 members 
Entering Unmasked Estep 
Score: -8014463.500000 Penalty: 5277.525879
	Iteration 4Q: 3 clusters Score -8014464 nChanged 1338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22077 members 
Mstep: Class 2 contains 19703 members 
Entering Unmasked Estep 
Score: -8014817.500000 Penalty: 5277.525879
	Iteration 5Q: 3 clusters Score -8014818 nChanged 1309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22492 members 
Mstep: Class 2 contains 19288 members 
Entering Unmasked Estep 
Score: -8015134.500000 Penalty: 5277.525879
	Iteration 6Q: 3 clusters Score -8015134 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22966 members 
Mstep: Class 2 contains 18814 members 
Entering Unmasked Estep 
Score: -8015357.500000 Penalty: 5277.525879
	Iteration 7Q: 3 clusters Score -8015358 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23526 members 
Mstep: Class 2 contains 18254 members 
Entering Unmasked Estep 
Score: -8015700.500000 Penalty: 5277.525879
	Iteration 8Q: 3 clusters Score -8015700 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24232 members 
Mstep: Class 2 contains 17548 members 
Entering Unmasked Estep 
Score: -8016108.500000 Penalty: 5277.525879
	Iteration 9Q: 3 clusters Score -8016108 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25037 members 
Mstep: Class 2 contains 16743 members 
Entering Unmasked Estep 
Score: -8016533.500000 Penalty: 5277.525879
	Iteration 10Q: 3 clusters Score -8016534 nChanged 1543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 15854 members 
Entering Unmasked Estep 
Score: -8017014.000000 Penalty: 5277.525879
	Iteration 11Q: 3 clusters Score -8017014 nChanged 1585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26917 members 
Mstep: Class 2 contains 14863 members 
Entering Unmasked Estep 
Score: -8017687.000000 Penalty: 5277.525879
	Iteration 12Q: 3 clusters Score -8017687 nChanged 1713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27958 members 
Mstep: Class 2 contains 13822 members 
Entering Unmasked Estep 
Score: -8018603.000000 Penalty: 5277.525879
	Iteration 13Q: 3 clusters Score -8018603 nChanged 1864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28950 members 
Mstep: Class 2 contains 12830 members 
Entering Unmasked Estep 
Score: -8019833.500000 Penalty: 5277.525879
	Iteration 14Q: 3 clusters Score -8019834 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29619 members 
Mstep: Class 2 contains 12161 members 
Entering Unmasked Estep 
Score: -8021334.000000 Penalty: 5277.525879
	Iteration 15Q: 3 clusters Score -8021334 nChanged 1780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30013 members 
Mstep: Class 2 contains 11767 members 
Entering Unmasked Estep 
Score: -8022483.500000 Penalty: 5277.525879
	Iteration 16Q: 3 clusters Score -8022484 nChanged 1461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30144 members 
Mstep: Class 2 contains 11636 members 
Entering Unmasked Estep 
Score: -8023124.000000 Penalty: 5277.525879
	Iteration 17Q: 3 clusters Score -8023124 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30234 members 
Mstep: Class 2 contains 11546 members 
Entering Unmasked Estep 
Score: -8023573.500000 Penalty: 5277.525879
	Iteration 18Q: 3 clusters Score -8023574 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30244 members 
Mstep: Class 2 contains 11536 members 
Entering Unmasked Estep 
Score: -8023924.500000 Penalty: 5277.525879
	Iteration 19Q: 3 clusters Score -8023924 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30240 members 
Mstep: Class 2 contains 11540 members 
Entering Unmasked Estep 
Score: -8024245.500000 Penalty: 5277.525879
	Iteration 20F: 3 clusters Score -8024246 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30114 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -8024635.000000 Penalty: 5277.525879
	Iteration 21Q: 3 clusters Score -8024635 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29858 members 
Mstep: Class 2 contains 11922 members 
Entering Unmasked Estep 
Score: -8024970.500000 Penalty: 5277.525879
	Iteration 22Q: 3 clusters Score -8024970 nChanged 839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29579 members 
Mstep: Class 2 contains 12201 members 
Entering Unmasked Estep 
Score: -8025336.000000 Penalty: 5277.525879
	Iteration 23Q: 3 clusters Score -8025336 nChanged 818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29239 members 
Mstep: Class 2 contains 12541 members 
Entering Unmasked Estep 
Score: -8025676.500000 Penalty: 5277.525879
	Iteration 24Q: 3 clusters Score -8025676 nChanged 792
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28785 members 
Mstep: Class 2 contains 12995 members 
Entering Unmasked Estep 
Score: -8026007.500000 Penalty: 5277.525879
	Iteration 25Q: 3 clusters Score -8026008 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28247 members 
Mstep: Class 2 contains 13533 members 
Entering Unmasked Estep 
Score: -8026390.500000 Penalty: 5277.525879
	Iteration 26Q: 3 clusters Score -8026390 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27682 members 
Mstep: Class 2 contains 14098 members 
Entering Unmasked Estep 
Score: -8026751.000000 Penalty: 5277.525879
	Iteration 27Q: 3 clusters Score -8026751 nChanged 681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27117 members 
Mstep: Class 2 contains 14663 members 
Entering Unmasked Estep 
Score: -8026930.500000 Penalty: 5277.525879
	Iteration 28Q: 3 clusters Score -8026930 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26602 members 
Mstep: Class 2 contains 15178 members 
Entering Unmasked Estep 
Score: -8027087.000000 Penalty: 5277.525879
	Iteration 29Q: 3 clusters Score -8027087 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26133 members 
Mstep: Class 2 contains 15647 members 
Entering Unmasked Estep 
Score: -8027173.500000 Penalty: 5277.525879
	Iteration 30Q: 3 clusters Score -8027174 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25740 members 
Mstep: Class 2 contains 16040 members 
Entering Unmasked Estep 
Score: -8027227.000000 Penalty: 5277.525879
	Iteration 31Q: 3 clusters Score -8027227 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25411 members 
Mstep: Class 2 contains 16369 members 
Entering Unmasked Estep 
Score: -8027289.500000 Penalty: 5277.525879
	Iteration 32Q: 3 clusters Score -8027290 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25117 members 
Mstep: Class 2 contains 16663 members 
Entering Unmasked Estep 
Score: -8027325.000000 Penalty: 5277.525879
	Iteration 33Q: 3 clusters Score -8027325 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24873 members 
Mstep: Class 2 contains 16907 members 
Entering Unmasked Estep 
Score: -8027367.000000 Penalty: 5277.525879
	Iteration 34Q: 3 clusters Score -8027367 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24635 members 
Mstep: Class 2 contains 17145 members 
Entering Unmasked Estep 
Score: -8027354.000000 Penalty: 5277.525879
	Iteration 35Q: 3 clusters Score -8027354 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24437 members 
Mstep: Class 2 contains 17343 members 
Entering Unmasked Estep 
Score: -8027355.000000 Penalty: 5277.525879
	Iteration 36Q: 3 clusters Score -8027355 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24264 members 
Mstep: Class 2 contains 17516 members 
Entering Unmasked Estep 
Score: -8027370.000000 Penalty: 5277.525879
	Iteration 37Q: 3 clusters Score -8027370 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24103 members 
Mstep: Class 2 contains 17677 members 
Entering Unmasked Estep 
Score: -8027353.500000 Penalty: 5277.525879
	Iteration 38Q: 3 clusters Score -8027354 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23972 members 
Mstep: Class 2 contains 17808 members 
Entering Unmasked Estep 
Score: -8027368.500000 Penalty: 5277.525879
	Iteration 39Q: 3 clusters Score -8027368 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23847 members 
Mstep: Class 2 contains 17933 members 
Entering Unmasked Estep 
Score: -8027481.000000 Penalty: 5277.525879
	Iteration 40F: 3 clusters Score -8027481 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23569 members 
Mstep: Class 2 contains 18211 members 
Entering Unmasked Estep 
Score: -8027543.000000 Penalty: 5277.525879
	Iteration 41Q: 3 clusters Score -8027543 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23353 members 
Mstep: Class 2 contains 18427 members 
Entering Unmasked Estep 
Score: -8027544.000000 Penalty: 5277.525879
	Iteration 42Q: 3 clusters Score -8027544 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23204 members 
Mstep: Class 2 contains 18576 members 
Entering Unmasked Estep 
Score: -8027549.000000 Penalty: 5277.525879
	Iteration 43Q: 3 clusters Score -8027549 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23035 members 
Mstep: Class 2 contains 18745 members 
Entering Unmasked Estep 
Score: -8027546.000000 Penalty: 5277.525879
	Iteration 44Q: 3 clusters Score -8027546 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22854 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -8027568.000000 Penalty: 5277.525879
	Iteration 45Q: 3 clusters Score -8027568 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 19131 members 
Entering Unmasked Estep 
Score: -8027599.500000 Penalty: 5277.525879
	Iteration 46Q: 3 clusters Score -8027600 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22443 members 
Mstep: Class 2 contains 19337 members 
Entering Unmasked Estep 
Score: -8027620.000000 Penalty: 5277.525879
	Iteration 47Q: 3 clusters Score -8027620 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22288 members 
Mstep: Class 2 contains 19492 members 
Entering Unmasked Estep 
Score: -8027614.500000 Penalty: 5277.525879
	Iteration 48Q: 3 clusters Score -8027614 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22177 members 
Mstep: Class 2 contains 19603 members 
Entering Unmasked Estep 
Score: -8027623.000000 Penalty: 5277.525879
	Iteration 49Q: 3 clusters Score -8027623 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22069 members 
Mstep: Class 2 contains 19711 members 
Entering Unmasked Estep 
Score: -8027591.500000 Penalty: 5277.525879
	Iteration 50Q: 3 clusters Score -8027592 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21920 members 
Mstep: Class 2 contains 19860 members 
Entering Unmasked Estep 
Score: -8027611.000000 Penalty: 5277.525879
	Iteration 51Q: 3 clusters Score -8027611 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21749 members 
Mstep: Class 2 contains 20031 members 
Entering Unmasked Estep 
Score: -8027625.500000 Penalty: 5277.525879
	Iteration 52Q: 3 clusters Score -8027626 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21585 members 
Mstep: Class 2 contains 20195 members 
Entering Unmasked Estep 
Score: -8027649.000000 Penalty: 5277.525879
	Iteration 53Q: 3 clusters Score -8027649 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21465 members 
Mstep: Class 2 contains 20315 members 
Entering Unmasked Estep 
Score: -8027652.000000 Penalty: 5277.525879
	Iteration 54Q: 3 clusters Score -8027652 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21295 members 
Mstep: Class 2 contains 20485 members 
Entering Unmasked Estep 
Score: -8027675.500000 Penalty: 5277.525879
	Iteration 55Q: 3 clusters Score -8027676 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 20662 members 
Entering Unmasked Estep 
Score: -8027669.000000 Penalty: 5277.525879
	Iteration 56Q: 3 clusters Score -8027669 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20913 members 
Mstep: Class 2 contains 20867 members 
Entering Unmasked Estep 
Score: -8027670.000000 Penalty: 5277.525879
	Iteration 57Q: 3 clusters Score -8027670 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 21101 members 
Entering Unmasked Estep 
Score: -8027665.000000 Penalty: 5277.525879
	Iteration 58Q: 3 clusters Score -8027665 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20438 members 
Mstep: Class 2 contains 21342 members 
Entering Unmasked Estep 
Score: -8027674.500000 Penalty: 5277.525879
	Iteration 59Q: 3 clusters Score -8027674 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20189 members 
Mstep: Class 2 contains 21591 members 
Entering Unmasked Estep 
Score: -8027677.500000 Penalty: 5277.525879
	Iteration 60F: 3 clusters Score -8027678 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19943 members 
Mstep: Class 2 contains 21837 members 
Entering Unmasked Estep 
Score: -8027657.500000 Penalty: 5277.525879
	Iteration 61Q: 3 clusters Score -8027658 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19687 members 
Mstep: Class 2 contains 22093 members 
Entering Unmasked Estep 
Score: -8027660.500000 Penalty: 5277.525879
	Iteration 62Q: 3 clusters Score -8027660 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19448 members 
Mstep: Class 2 contains 22332 members 
Entering Unmasked Estep 
Score: -8027687.000000 Penalty: 5277.525879
	Iteration 63Q: 3 clusters Score -8027687 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19184 members 
Mstep: Class 2 contains 22596 members 
Entering Unmasked Estep 
Score: -8027701.500000 Penalty: 5277.525879
	Iteration 64Q: 3 clusters Score -8027702 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18914 members 
Mstep: Class 2 contains 22866 members 
Entering Unmasked Estep 
Score: -8027679.500000 Penalty: 5277.525879
	Iteration 65Q: 3 clusters Score -8027680 nChanged 290
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8027663.000000 Penalty: 5277.525879
	Iteration 66Q: 3 clusters Score -8027663 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18266 members 
Mstep: Class 2 contains 23514 members 
Entering Unmasked Estep 
Score: -8027703.000000 Penalty: 5277.525879
	Iteration 67Q: 3 clusters Score -8027703 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 23884 members 
Entering Unmasked Estep 
Score: -8027682.000000 Penalty: 5277.525879
	Iteration 68Q: 3 clusters Score -8027682 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17534 members 
Mstep: Class 2 contains 24246 members 
Entering Unmasked Estep 
Score: -8027654.500000 Penalty: 5277.525879
	Iteration 69Q: 3 clusters Score -8027654 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17166 members 
Mstep: Class 2 contains 24614 members 
Entering Unmasked Estep 
Score: -8027634.000000 Penalty: 5277.525879
	Iteration 70Q: 3 clusters Score -8027634 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16717 members 
Mstep: Class 2 contains 25063 members 
Entering Unmasked Estep 
Score: -8027639.500000 Penalty: 5277.525879
	Iteration 71Q: 3 clusters Score -8027640 nChanged 432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16285 members 
Mstep: Class 2 contains 25495 members 
Entering Unmasked Estep 
Score: -8027628.000000 Penalty: 5277.525879
	Iteration 72Q: 3 clusters Score -8027628 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15817 members 
Mstep: Class 2 contains 25963 members 
Entering Unmasked Estep 
Score: -8027550.500000 Penalty: 5277.525879
	Iteration 73Q: 3 clusters Score -8027550 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15389 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -8027542.500000 Penalty: 5277.525879
	Iteration 74Q: 3 clusters Score -8027542 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14968 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -8027524.500000 Penalty: 5277.525879
	Iteration 75Q: 3 clusters Score -8027524 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14547 members 
Mstep: Class 2 contains 27233 members 
Entering Unmasked Estep 
Score: -8027501.500000 Penalty: 5277.525879
	Iteration 76Q: 3 clusters Score -8027502 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14145 members 
Mstep: Class 2 contains 27635 members 
Entering Unmasked Estep 
Score: -8027465.000000 Penalty: 5277.525879
	Iteration 77Q: 3 clusters Score -8027465 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13722 members 
Mstep: Class 2 contains 28058 members 
Entering Unmasked Estep 
Score: -8027490.500000 Penalty: 5277.525879
	Iteration 78Q: 3 clusters Score -8027490 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13361 members 
Mstep: Class 2 contains 28419 members 
Entering Unmasked Estep 
Score: -8027489.500000 Penalty: 5277.525879
	Iteration 79Q: 3 clusters Score -8027490 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13039 members 
Mstep: Class 2 contains 28741 members 
Entering Unmasked Estep 
Score: -8027456.500000 Penalty: 5277.525879
	Iteration 80F: 3 clusters Score -8027456 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 29035 members 
Entering Unmasked Estep 
Score: -8027461.500000 Penalty: 5277.525879
	Iteration 81Q: 3 clusters Score -8027462 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12470 members 
Mstep: Class 2 contains 29310 members 
Entering Unmasked Estep 
Score: -8027428.000000 Penalty: 5277.525879
	Iteration 82Q: 3 clusters Score -8027428 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 29493 members 
Entering Unmasked Estep 
Score: -8027440.000000 Penalty: 5277.525879
	Iteration 83Q: 3 clusters Score -8027440 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12142 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -8027457.500000 Penalty: 5277.525879
	Iteration 84Q: 3 clusters Score -8027458 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 29793 members 
Entering Unmasked Estep 
Score: -8027467.000000 Penalty: 5277.525879
	Iteration 85Q: 3 clusters Score -8027467 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11883 members 
Mstep: Class 2 contains 29897 members 
Entering Unmasked Estep 
Score: -8027490.000000 Penalty: 5277.525879
	Iteration 86Q: 3 clusters Score -8027490 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 29982 members 
Entering Unmasked Estep 
Score: -8027520.000000 Penalty: 5277.525879
	Iteration 87Q: 3 clusters Score -8027520 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11708 members 
Mstep: Class 2 contains 30072 members 
Entering Unmasked Estep 
Score: -8027508.000000 Penalty: 5277.525879
	Iteration 88Q: 3 clusters Score -8027508 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 30149 members 
Entering Unmasked Estep 
Score: -8027525.000000 Penalty: 5277.525879
	Iteration 89Q: 3 clusters Score -8027525 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11540 members 
Mstep: Class 2 contains 30240 members 
Entering Unmasked Estep 
Score: -8027543.500000 Penalty: 5277.525879
	Iteration 90Q: 3 clusters Score -8027544 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11491 members 
Mstep: Class 2 contains 30289 members 
Entering Unmasked Estep 
Score: -8027525.500000 Penalty: 5277.525879
	Iteration 91Q: 3 clusters Score -8027526 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11409 members 
Mstep: Class 2 contains 30371 members 
Entering Unmasked Estep 
Score: -8027507.500000 Penalty: 5277.525879
	Iteration 92Q: 3 clusters Score -8027508 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11338 members 
Mstep: Class 2 contains 30442 members 
Entering Unmasked Estep 
Score: -8027485.000000 Penalty: 5277.525879
	Iteration 93Q: 3 clusters Score -8027485 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11281 members 
Mstep: Class 2 contains 30499 members 
Entering Unmasked Estep 
Score: -8027515.000000 Penalty: 5277.525879
	Iteration 94Q: 3 clusters Score -8027515 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11213 members 
Mstep: Class 2 contains 30567 members 
Entering Unmasked Estep 
Score: -8027489.000000 Penalty: 5277.525879
	Iteration 95Q: 3 clusters Score -8027489 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11174 members 
Mstep: Class 2 contains 30606 members 
Entering Unmasked Estep 
Score: -8027480.000000 Penalty: 5277.525879
	Iteration 96Q: 3 clusters Score -8027480 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Mstep: Class 2 contains 30645 members 
Entering Unmasked Estep 
Score: -8027492.000000 Penalty: 5277.525879
	Iteration 97Q: 3 clusters Score -8027492 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11113 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -8027485.500000 Penalty: 5277.525879
	Iteration 98Q: 3 clusters Score -8027486 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11087 members 
Mstep: Class 2 contains 30693 members 
Entering Unmasked Estep 
Score: -8027479.500000 Penalty: 5277.525879
	Iteration 99Q: 3 clusters Score -8027480 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11073 members 
Mstep: Class 2 contains 30707 members 
Entering Unmasked Estep 
Score: -8027480.500000 Penalty: 5277.525879
	Iteration 100F: 3 clusters Score -8027480 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 30722 members 
Entering Unmasked Estep 
Score: -8027469.500000 Penalty: 5277.525879
	Iteration 101Q: 3 clusters Score -8027470 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11050 members 
Mstep: Class 2 contains 30730 members 
Entering Unmasked Estep 
Score: -8027445.000000 Penalty: 5277.525879
	Iteration 102Q: 3 clusters Score -8027445 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11044 members 
Mstep: Class 2 contains 30736 members 
Entering Unmasked Estep 
Score: -8027453.000000 Penalty: 5277.525879
	Iteration 103Q: 3 clusters Score -8027453 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11031 members 
Mstep: Class 2 contains 30749 members 
Entering Unmasked Estep 
Score: -8027434.000000 Penalty: 5277.525879
	Iteration 104Q: 3 clusters Score -8027434 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 30752 members 
Entering Unmasked Estep 
Score: -8027442.000000 Penalty: 5277.525879
	Iteration 105Q: 3 clusters Score -8027442 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11024 members 
Mstep: Class 2 contains 30756 members 
Entering Unmasked Estep 
Score: -8027453.000000 Penalty: 5277.525879
	Iteration 106Q: 3 clusters Score -8027453 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11021 members 
Mstep: Class 2 contains 30759 members 
Entering Unmasked Estep 
Score: -8027437.000000 Penalty: 5277.525879
	Iteration 107Q: 3 clusters Score -8027437 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11018 members 
Mstep: Class 2 contains 30762 members 
Entering Unmasked Estep 
Score: -8027442.000000 Penalty: 5277.525879
	Iteration 108Q: 3 clusters Score -8027442 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11009 members 
Mstep: Class 2 contains 30771 members 
Entering Unmasked Estep 
Score: -8027440.500000 Penalty: 5277.525879
	Iteration 109Q: 3 clusters Score -8027440 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11004 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -8027436.500000 Penalty: 5277.525879
	Iteration 110Q: 3 clusters Score -8027436 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11002 members 
Mstep: Class 2 contains 30778 members 
Entering Unmasked Estep 
Score: -8027438.000000 Penalty: 5277.525879
	Iteration 111Q: 3 clusters Score -8027438 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11000 members 
Mstep: Class 2 contains 30780 members 
Entering Unmasked Estep 
Score: -8027436.500000 Penalty: 5277.525879
	Iteration 112Q: 3 clusters Score -8027436 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -8027436.000000 Penalty: 5277.525879
	Iteration 113Q: 3 clusters Score -8027436 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10999 members 
Mstep: Class 2 contains 30781 members 
Entering Unmasked Estep 
Score: -8027436.000000 Penalty: 5277.525879
	Iteration 114F: 3 clusters Score -8027436 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (54518 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54518 members 
Entering Unmasked Estep 
Score: -9946689.000000 Penalty: 2704.759033
	Iteration 0F: 2 clusters Score -9946689 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -9911015.000000 Penalty: 5409.518066
	Iteration 0F: 3 clusters Score -9911015 nChanged 25243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26148 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9925111.000000 Penalty: 5409.518066
	Iteration 1F: 3 clusters Score -9925111 nChanged 2246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25528 members 
Mstep: Class 2 contains 28990 members 
Entering Unmasked Estep 
Score: -9925818.000000 Penalty: 5409.518066
	Iteration 2Q: 3 clusters Score -9925818 nChanged 2286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24644 members 
Mstep: Class 2 contains 29874 members 
Entering Unmasked Estep 
Score: -9926676.000000 Penalty: 5409.518066
	Iteration 3Q: 3 clusters Score -9926676 nChanged 2517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23457 members 
Mstep: Class 2 contains 31061 members 
Entering Unmasked Estep 
Score: -9927804.000000 Penalty: 5409.518066
	Iteration 4Q: 3 clusters Score -9927804 nChanged 2759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 32672 members 
Entering Unmasked Estep 
Score: -9929264.000000 Penalty: 5409.518066
	Iteration 5F: 3 clusters Score -9929264 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 34811 members 
Entering Unmasked Estep 
Score: -9931106.000000 Penalty: 5409.518066
	Iteration 6F: 3 clusters Score -9931106 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17306 members 
Mstep: Class 2 contains 37212 members 
Entering Unmasked Estep 
Score: -9933293.000000 Penalty: 5409.518066
	Iteration 7F: 3 clusters Score -9933293 nChanged 2950
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14898 members 
Mstep: Class 2 contains 39620 members 
Entering Unmasked Estep 
Score: -9935343.000000 Penalty: 5409.518066
	Iteration 8F: 3 clusters Score -9935343 nChanged 2684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 41836 members 
Entering Unmasked Estep 
Score: -9937088.000000 Penalty: 5409.518066
	Iteration 9Q: 3 clusters Score -9937088 nChanged 2308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10740 members 
Mstep: Class 2 contains 43778 members 
Entering Unmasked Estep 
Score: -9938590.000000 Penalty: 5409.518066
	Iteration 10Q: 3 clusters Score -9938590 nChanged 1925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9087 members 
Mstep: Class 2 contains 45431 members 
Entering Unmasked Estep 
Score: -9939761.000000 Penalty: 5409.518066
	Iteration 11Q: 3 clusters Score -9939761 nChanged 1497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7712 members 
Mstep: Class 2 contains 46806 members 
Entering Unmasked Estep 
Score: -9940563.000000 Penalty: 5409.518066
	Iteration 12Q: 3 clusters Score -9940563 nChanged 1263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6503 members 
Mstep: Class 2 contains 48015 members 
Entering Unmasked Estep 
Score: -9941245.000000 Penalty: 5409.518066
	Iteration 13Q: 3 clusters Score -9941245 nChanged 1069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5452 members 
Mstep: Class 2 contains 49066 members 
Entering Unmasked Estep 
Score: -9941786.000000 Penalty: 5409.518066
	Iteration 14Q: 3 clusters Score -9941786 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4569 members 
Mstep: Class 2 contains 49949 members 
Entering Unmasked Estep 
Score: -9942200.000000 Penalty: 5409.518066
	Iteration 15Q: 3 clusters Score -9942200 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3820 members 
Mstep: Class 2 contains 50698 members 
Entering Unmasked Estep 
Score: -9942571.000000 Penalty: 5409.518066
	Iteration 16Q: 3 clusters Score -9942571 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3215 members 
Mstep: Class 2 contains 51303 members 
Entering Unmasked Estep 
Score: -9942833.000000 Penalty: 5409.518066
	Iteration 17Q: 3 clusters Score -9942833 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2722 members 
Mstep: Class 2 contains 51796 members 
Entering Unmasked Estep 
Score: -9943021.000000 Penalty: 5409.518066
	Iteration 18Q: 3 clusters Score -9943021 nChanged 413
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 52205 members 
Entering Unmasked Estep 
Score: -9943229.000000 Penalty: 5409.518066
	Iteration 19Q: 3 clusters Score -9943229 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 52528 members 
Entering Unmasked Estep 
Score: -9943360.000000 Penalty: 5409.518066
	Iteration 20F: 3 clusters Score -9943360 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 52794 members 
Entering Unmasked Estep 
Score: -9943503.000000 Penalty: 5409.518066
	Iteration 21Q: 3 clusters Score -9943503 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 53017 members 
Entering Unmasked Estep 
Score: -9943602.000000 Penalty: 5409.518066
	Iteration 22Q: 3 clusters Score -9943602 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1328 members 
Mstep: Class 2 contains 53190 members 
Entering Unmasked Estep 
Score: -9943711.000000 Penalty: 5409.518066
	Iteration 23Q: 3 clusters Score -9943711 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 53335 members 
Entering Unmasked Estep 
Score: -9943801.000000 Penalty: 5409.518066
	Iteration 24Q: 3 clusters Score -9943801 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1055 members 
Mstep: Class 2 contains 53463 members 
Entering Unmasked Estep 
Score: -9943918.000000 Penalty: 5409.518066
	Iteration 25Q: 3 clusters Score -9943918 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 53555 members 
Entering Unmasked Estep 
Score: -9943953.000000 Penalty: 5409.518066
	Iteration 26Q: 3 clusters Score -9943953 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 897 members 
Mstep: Class 2 contains 53621 members 
Entering Unmasked Estep 
Score: -9943999.000000 Penalty: 5409.518066
	Iteration 27Q: 3 clusters Score -9943999 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 842 members 
Mstep: Class 2 contains 53676 members 
Entering Unmasked Estep 
Score: -9944058.000000 Penalty: 5409.518066
	Iteration 28Q: 3 clusters Score -9944058 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 797 members 
Mstep: Class 2 contains 53721 members 
Entering Unmasked Estep 
Score: -9944064.000000 Penalty: 5409.518066
	Iteration 29Q: 3 clusters Score -9944064 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 53759 members 
Entering Unmasked Estep 
Score: -9944091.000000 Penalty: 5409.518066
	Iteration 30Q: 3 clusters Score -9944091 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 53796 members 
Entering Unmasked Estep 
Score: -9944106.000000 Penalty: 5409.518066
	Iteration 31Q: 3 clusters Score -9944106 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 53821 members 
Entering Unmasked Estep 
Score: -9944132.000000 Penalty: 5409.518066
	Iteration 32Q: 3 clusters Score -9944132 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 53847 members 
Entering Unmasked Estep 
Score: -9944152.000000 Penalty: 5409.518066
	Iteration 33Q: 3 clusters Score -9944152 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 53877 members 
Entering Unmasked Estep 
Score: -9944162.000000 Penalty: 5409.518066
	Iteration 34Q: 3 clusters Score -9944162 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 53900 members 
Entering Unmasked Estep 
Score: -9944178.000000 Penalty: 5409.518066
	Iteration 35Q: 3 clusters Score -9944178 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 603 members 
Mstep: Class 2 contains 53915 members 
Entering Unmasked Estep 
Score: -9944187.000000 Penalty: 5409.518066
	Iteration 36Q: 3 clusters Score -9944187 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 594 members 
Mstep: Class 2 contains 53924 members 
Entering Unmasked Estep 
Score: -9944204.000000 Penalty: 5409.518066
	Iteration 37Q: 3 clusters Score -9944204 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 53932 members 
Entering Unmasked Estep 
Score: -9944222.000000 Penalty: 5409.518066
	Iteration 38Q: 3 clusters Score -9944222 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 581 members 
Mstep: Class 2 contains 53937 members 
Entering Unmasked Estep 
Score: -9944223.000000 Penalty: 5409.518066
	Iteration 39Q: 3 clusters Score -9944223 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 53942 members 
Entering Unmasked Estep 
Score: -9944226.000000 Penalty: 5409.518066
	Iteration 40F: 3 clusters Score -9944226 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 53946 members 
Entering Unmasked Estep 
Score: -9944227.000000 Penalty: 5409.518066
	Iteration 41Q: 3 clusters Score -9944227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 53948 members 
Entering Unmasked Estep 
Score: -9944228.000000 Penalty: 5409.518066
	Iteration 42Q: 3 clusters Score -9944228 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 569 members 
Mstep: Class 2 contains 53949 members 
Entering Unmasked Estep 
Score: -9944227.000000 Penalty: 5409.518066
	Iteration 43Q: 3 clusters Score -9944227 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 53951 members 
Entering Unmasked Estep 
Score: -9944226.000000 Penalty: 5409.518066
	Iteration 44Q: 3 clusters Score -9944226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 53953 members 
Entering Unmasked Estep 
Score: -9944224.000000 Penalty: 5409.518066
	Iteration 45Q: 3 clusters Score -9944224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -9944219.000000 Penalty: 5409.518066
	Iteration 46Q: 3 clusters Score -9944219 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 53954 members 
Entering Unmasked Estep 
Score: -9944219.000000 Penalty: 5409.518066
	Iteration 47F: 3 clusters Score -9944219 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (48288 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48288 members 
Entering Unmasked Estep 
Score: -9116570.000000 Penalty: 2674.664795
	Iteration 0F: 2 clusters Score -9116570 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24077 members 
Mstep: Class 2 contains 24211 members 
Entering Unmasked Estep 
Score: -9085852.000000 Penalty: 5349.329590
	Iteration 0F: 3 clusters Score -9085852 nChanged 22191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23162 members 
Mstep: Class 2 contains 25126 members 
Entering Unmasked Estep 
Score: -9097797.000000 Penalty: 5349.329590
	Iteration 1F: 3 clusters Score -9097797 nChanged 1930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22478 members 
Mstep: Class 2 contains 25810 members 
Entering Unmasked Estep 
Score: -9098349.000000 Penalty: 5349.329590
	Iteration 2Q: 3 clusters Score -9098349 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21518 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -9098901.000000 Penalty: 5349.329590
	Iteration 3Q: 3 clusters Score -9098901 nChanged 2065
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20085 members 
Mstep: Class 2 contains 28203 members 
Entering Unmasked Estep 
Score: -9099661.000000 Penalty: 5349.329590
	Iteration 4Q: 3 clusters Score -9099661 nChanged 2397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18056 members 
Mstep: Class 2 contains 30232 members 
Entering Unmasked Estep 
Score: -9100742.000000 Penalty: 5349.329590
	Iteration 5Q: 3 clusters Score -9100742 nChanged 2966
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15308 members 
Mstep: Class 2 contains 32980 members 
Entering Unmasked Estep 
Score: -9102599.000000 Penalty: 5349.329590
	Iteration 6F: 3 clusters Score -9102599 nChanged 3619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11817 members 
Mstep: Class 2 contains 36471 members 
Entering Unmasked Estep 
Score: -9105410.000000 Penalty: 5349.329590
	Iteration 7F: 3 clusters Score -9105410 nChanged 3935
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 40306 members 
Entering Unmasked Estep 
Score: -9108976.000000 Penalty: 5349.329590
	Iteration 8F: 3 clusters Score -9108976 nChanged 3291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4735 members 
Mstep: Class 2 contains 43553 members 
Entering Unmasked Estep 
Score: -9111903.000000 Penalty: 5349.329590
	Iteration 9F: 3 clusters Score -9111903 nChanged 2259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2490 members 
Mstep: Class 2 contains 45798 members 
Entering Unmasked Estep 
Score: -9113405.000000 Penalty: 5349.329590
	Iteration 10Q: 3 clusters Score -9113405 nChanged 1208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 47004 members 
Entering Unmasked Estep 
Score: -9114019.000000 Penalty: 5349.329590
	Iteration 11Q: 3 clusters Score -9114019 nChanged 522
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 47518 members 
Entering Unmasked Estep 
Score: -9114216.000000 Penalty: 5349.329590
	Iteration 12Q: 3 clusters Score -9114216 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 565 members 
Mstep: Class 2 contains 47723 members 
Entering Unmasked Estep 
Score: -9114253.000000 Penalty: 5349.329590
	Iteration 13Q: 3 clusters Score -9114253 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 464 members 
Mstep: Class 2 contains 47824 members 
Entering Unmasked Estep 
Score: -9114313.000000 Penalty: 5349.329590
	Iteration 14Q: 3 clusters Score -9114313 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 47885 members 
Entering Unmasked Estep 
Score: -9114333.000000 Penalty: 5349.329590
	Iteration 15Q: 3 clusters Score -9114333 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 47924 members 
Entering Unmasked Estep 
Score: -9114356.000000 Penalty: 5349.329590
	Iteration 16Q: 3 clusters Score -9114356 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 47946 members 
Entering Unmasked Estep 
Score: -9114379.000000 Penalty: 5349.329590
	Iteration 17Q: 3 clusters Score -9114379 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 47963 members 
Entering Unmasked Estep 
Score: -9114386.000000 Penalty: 5349.329590
	Iteration 18Q: 3 clusters Score -9114386 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -9114396.000000 Penalty: 5349.329590
	Iteration 19Q: 3 clusters Score -9114396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 47971 members 
Entering Unmasked Estep 
Score: -9114400.000000 Penalty: 5349.329590
	Iteration 20F: 3 clusters Score -9114400 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 314 members 
Mstep: Class 2 contains 47974 members 
Entering Unmasked Estep 
Score: -9114408.000000 Penalty: 5349.329590
	Iteration 21Q: 3 clusters Score -9114408 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 47979 members 
Entering Unmasked Estep 
Score: -9114410.000000 Penalty: 5349.329590
	Iteration 22Q: 3 clusters Score -9114410 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 47985 members 
Entering Unmasked Estep 
Score: -9114413.000000 Penalty: 5349.329590
	Iteration 23Q: 3 clusters Score -9114413 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 47992 members 
Entering Unmasked Estep 
Score: -9114417.000000 Penalty: 5349.329590
	Iteration 24Q: 3 clusters Score -9114417 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 47997 members 
Entering Unmasked Estep 
Score: -9114419.000000 Penalty: 5349.329590
	Iteration 25Q: 3 clusters Score -9114419 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 48000 members 
Entering Unmasked Estep 
Score: -9114415.000000 Penalty: 5349.329590
	Iteration 26Q: 3 clusters Score -9114415 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 48002 members 
Entering Unmasked Estep 
Score: -9114422.000000 Penalty: 5349.329590
	Iteration 27Q: 3 clusters Score -9114422 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 48004 members 
Entering Unmasked Estep 
Score: -9114427.000000 Penalty: 5349.329590
	Iteration 28Q: 3 clusters Score -9114427 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 48007 members 
Entering Unmasked Estep 
Score: -9114431.000000 Penalty: 5349.329590
	Iteration 29Q: 3 clusters Score -9114431 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 48008 members 
Entering Unmasked Estep 
Score: -9114438.000000 Penalty: 5349.329590
	Iteration 30Q: 3 clusters Score -9114438 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 48009 members 
Entering Unmasked Estep 
Score: -9114442.000000 Penalty: 5349.329590
	Iteration 31Q: 3 clusters Score -9114442 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -9114439.000000 Penalty: 5349.329590
	Iteration 32Q: 3 clusters Score -9114439 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 48010 members 
Entering Unmasked Estep 
Score: -9114439.000000 Penalty: 5349.329590
	Iteration 33F: 3 clusters Score -9114439 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3985 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3985 members 
Entering Unmasked Estep 
Score: -746850.812500 Penalty: 2055.992676
	Iteration 0F: 2 clusters Score -746850.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 1977 members 
Entering Unmasked Estep 
Score: -743010.562500 Penalty: 4111.985352
	Iteration 0F: 3 clusters Score -743010.6 nChanged 1466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2046 members 
Mstep: Class 2 contains 1939 members 
Entering Unmasked Estep 
Score: -743863.000000 Penalty: 4111.985352
	Iteration 1F: 3 clusters Score -743863 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -744029.125000 Penalty: 4111.985352
	Iteration 2F: 3 clusters Score -744029.1 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2113 members 
Mstep: Class 2 contains 1872 members 
Entering Unmasked Estep 
Score: -744124.375000 Penalty: 4111.985352
	Iteration 3Q: 3 clusters Score -744124.4 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1842 members 
Entering Unmasked Estep 
Score: -744179.937500 Penalty: 4111.985352
	Iteration 4Q: 3 clusters Score -744179.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2176 members 
Mstep: Class 2 contains 1809 members 
Entering Unmasked Estep 
Score: -744222.312500 Penalty: 4111.985352
	Iteration 5Q: 3 clusters Score -744222.3 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2201 members 
Mstep: Class 2 contains 1784 members 
Entering Unmasked Estep 
Score: -744251.000000 Penalty: 4111.985352
	Iteration 6Q: 3 clusters Score -744251 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 1764 members 
Entering Unmasked Estep 
Score: -744268.562500 Penalty: 4111.985352
	Iteration 7Q: 3 clusters Score -744268.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -744281.562500 Penalty: 4111.985352
	Iteration 8Q: 3 clusters Score -744281.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2254 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -744290.875000 Penalty: 4111.985352
	Iteration 9Q: 3 clusters Score -744290.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2279 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -744301.000000 Penalty: 4111.985352
	Iteration 10Q: 3 clusters Score -744301 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2304 members 
Mstep: Class 2 contains 1681 members 
Entering Unmasked Estep 
Score: -744315.000000 Penalty: 4111.985352
	Iteration 11Q: 3 clusters Score -744315 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2332 members 
Mstep: Class 2 contains 1653 members 
Entering Unmasked Estep 
Score: -744330.937500 Penalty: 4111.985352
	Iteration 12Q: 3 clusters Score -744330.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2355 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -744342.375000 Penalty: 4111.985352
	Iteration 13Q: 3 clusters Score -744342.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 1607 members 
Entering Unmasked Estep 
Score: -744351.500000 Penalty: 4111.985352
	Iteration 14Q: 3 clusters Score -744351.5 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2401 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -744365.000000 Penalty: 4111.985352
	Iteration 15Q: 3 clusters Score -744365 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2439 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -744381.750000 Penalty: 4111.985352
	Iteration 16Q: 3 clusters Score -744381.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -744400.312500 Penalty: 4111.985352
	Iteration 17Q: 3 clusters Score -744400.3 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -744414.625000 Penalty: 4111.985352
	Iteration 18Q: 3 clusters Score -744414.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2535 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -744430.625000 Penalty: 4111.985352
	Iteration 19Q: 3 clusters Score -744430.6 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2570 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -744452.625000 Penalty: 4111.985352
	Iteration 20F: 3 clusters Score -744452.6 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2615 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -744475.812500 Penalty: 4111.985352
	Iteration 21Q: 3 clusters Score -744475.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2666 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -744500.562500 Penalty: 4111.985352
	Iteration 22Q: 3 clusters Score -744500.6 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 1266 members 
Entering Unmasked Estep 
Score: -744529.937500 Penalty: 4111.985352
	Iteration 23Q: 3 clusters Score -744529.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2771 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -744569.437500 Penalty: 4111.985352
	Iteration 24Q: 3 clusters Score -744569.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2841 members 
Mstep: Class 2 contains 1144 members 
Entering Unmasked Estep 
Score: -744602.375000 Penalty: 4111.985352
	Iteration 25Q: 3 clusters Score -744602.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2909 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -744639.375000 Penalty: 4111.985352
	Iteration 26Q: 3 clusters Score -744639.4 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 1010 members 
Entering Unmasked Estep 
Score: -744682.437500 Penalty: 4111.985352
	Iteration 27Q: 3 clusters Score -744682.4 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3044 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -744731.750000 Penalty: 4111.985352
	Iteration 28Q: 3 clusters Score -744731.8 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3116 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -744780.500000 Penalty: 4111.985352
	Iteration 29Q: 3 clusters Score -744780.5 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3164 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -744818.312500 Penalty: 4111.985352
	Iteration 30Q: 3 clusters Score -744818.3 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3221 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -744863.500000 Penalty: 4111.985352
	Iteration 31Q: 3 clusters Score -744863.5 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3276 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -744912.000000 Penalty: 4111.985352
	Iteration 32Q: 3 clusters Score -744912 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3331 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -744963.812500 Penalty: 4111.985352
	Iteration 33Q: 3 clusters Score -744963.8 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -745008.000000 Penalty: 4111.985352
	Iteration 34Q: 3 clusters Score -745008 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3438 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -745062.875000 Penalty: 4111.985352
	Iteration 35Q: 3 clusters Score -745062.9 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3476 members 
Mstep: Class 2 contains 509 members 
Entering Unmasked Estep 
Score: -745093.937500 Penalty: 4111.985352
	Iteration 36Q: 3 clusters Score -745093.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3501 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -745111.437500 Penalty: 4111.985352
	Iteration 37Q: 3 clusters Score -745111.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3520 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -745124.375000 Penalty: 4111.985352
	Iteration 38Q: 3 clusters Score -745124.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3535 members 
Mstep: Class 2 contains 450 members 
Entering Unmasked Estep 
Score: -745135.937500 Penalty: 4111.985352
	Iteration 39Q: 3 clusters Score -745135.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3542 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -745141.750000 Penalty: 4111.985352
	Iteration 40F: 3 clusters Score -745141.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3551 members 
Mstep: Class 2 contains 434 members 
Entering Unmasked Estep 
Score: -745148.625000 Penalty: 4111.985352
	Iteration 41Q: 3 clusters Score -745148.6 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 423 members 
Entering Unmasked Estep 
Score: -745157.625000 Penalty: 4111.985352
	Iteration 42Q: 3 clusters Score -745157.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3567 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -745165.125000 Penalty: 4111.985352
	Iteration 43Q: 3 clusters Score -745165.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3572 members 
Mstep: Class 2 contains 413 members 
Entering Unmasked Estep 
Score: -745169.375000 Penalty: 4111.985352
	Iteration 44Q: 3 clusters Score -745169.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 407 members 
Entering Unmasked Estep 
Score: -745175.375000 Penalty: 4111.985352
	Iteration 45Q: 3 clusters Score -745175.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3580 members 
Mstep: Class 2 contains 405 members 
Entering Unmasked Estep 
Score: -745176.187500 Penalty: 4111.985352
	Iteration 46Q: 3 clusters Score -745176.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -745176.750000 Penalty: 4111.985352
	Iteration 47Q: 3 clusters Score -745176.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3581 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -745176.750000 Penalty: 4111.985352
	Iteration 48F: 3 clusters Score -745176.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8664 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8664 members 
Entering Unmasked Estep 
Score: -1687265.250000 Penalty: 2248.599121
	Iteration 0F: 2 clusters Score -1687265 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4345 members 
Mstep: Class 2 contains 4319 members 
Entering Unmasked Estep 
Score: -1680474.375000 Penalty: 4497.198242
	Iteration 0F: 3 clusters Score -1680474 nChanged 3518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4423 members 
Mstep: Class 2 contains 4241 members 
Entering Unmasked Estep 
Score: -1682227.750000 Penalty: 4497.198242
	Iteration 1F: 3 clusters Score -1682228 nChanged 573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4438 members 
Mstep: Class 2 contains 4226 members 
Entering Unmasked Estep 
Score: -1682505.250000 Penalty: 4497.198242
	Iteration 2F: 3 clusters Score -1682505 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4472 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1682685.000000 Penalty: 4497.198242
	Iteration 3Q: 3 clusters Score -1682685 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4505 members 
Mstep: Class 2 contains 4159 members 
Entering Unmasked Estep 
Score: -1682846.375000 Penalty: 4497.198242
	Iteration 4Q: 3 clusters Score -1682846 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4556 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -1682987.000000 Penalty: 4497.198242
	Iteration 5Q: 3 clusters Score -1682987 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4627 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -1683114.250000 Penalty: 4497.198242
	Iteration 6Q: 3 clusters Score -1683114 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4710 members 
Mstep: Class 2 contains 3954 members 
Entering Unmasked Estep 
Score: -1683213.000000 Penalty: 4497.198242
	Iteration 7Q: 3 clusters Score -1683213 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4798 members 
Mstep: Class 2 contains 3866 members 
Entering Unmasked Estep 
Score: -1683290.750000 Penalty: 4497.198242
	Iteration 8Q: 3 clusters Score -1683291 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4878 members 
Mstep: Class 2 contains 3786 members 
Entering Unmasked Estep 
Score: -1683363.250000 Penalty: 4497.198242
	Iteration 9Q: 3 clusters Score -1683363 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4976 members 
Mstep: Class 2 contains 3688 members 
Entering Unmasked Estep 
Score: -1683435.125000 Penalty: 4497.198242
	Iteration 10Q: 3 clusters Score -1683435 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5082 members 
Mstep: Class 2 contains 3582 members 
Entering Unmasked Estep 
Score: -1683501.250000 Penalty: 4497.198242
	Iteration 11Q: 3 clusters Score -1683501 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5220 members 
Mstep: Class 2 contains 3444 members 
Entering Unmasked Estep 
Score: -1683585.500000 Penalty: 4497.198242
	Iteration 12Q: 3 clusters Score -1683586 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5357 members 
Mstep: Class 2 contains 3307 members 
Entering Unmasked Estep 
Score: -1683669.625000 Penalty: 4497.198242
	Iteration 13Q: 3 clusters Score -1683670 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5491 members 
Mstep: Class 2 contains 3173 members 
Entering Unmasked Estep 
Score: -1683737.875000 Penalty: 4497.198242
	Iteration 14Q: 3 clusters Score -1683738 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5644 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -1683826.000000 Penalty: 4497.198242
	Iteration 15Q: 3 clusters Score -1683826 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5811 members 
Mstep: Class 2 contains 2853 members 
Entering Unmasked Estep 
Score: -1683922.625000 Penalty: 4497.198242
	Iteration 16Q: 3 clusters Score -1683923 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5993 members 
Mstep: Class 2 contains 2671 members 
Entering Unmasked Estep 
Score: -1684030.125000 Penalty: 4497.198242
	Iteration 17Q: 3 clusters Score -1684030 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6195 members 
Mstep: Class 2 contains 2469 members 
Entering Unmasked Estep 
Score: -1684155.875000 Penalty: 4497.198242
	Iteration 18Q: 3 clusters Score -1684156 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6420 members 
Mstep: Class 2 contains 2244 members 
Entering Unmasked Estep 
Score: -1684315.375000 Penalty: 4497.198242
	Iteration 19Q: 3 clusters Score -1684315 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6633 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -1684471.375000 Penalty: 4497.198242
	Iteration 20F: 3 clusters Score -1684471 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6827 members 
Mstep: Class 2 contains 1837 members 
Entering Unmasked Estep 
Score: -1684621.000000 Penalty: 4497.198242
	Iteration 21Q: 3 clusters Score -1684621 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7003 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -1684761.875000 Penalty: 4497.198242
	Iteration 22Q: 3 clusters Score -1684762 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7169 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1684891.250000 Penalty: 4497.198242
	Iteration 23Q: 3 clusters Score -1684891 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7311 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -1684983.875000 Penalty: 4497.198242
	Iteration 24Q: 3 clusters Score -1684984 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7421 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -1685054.000000 Penalty: 4497.198242
	Iteration 25Q: 3 clusters Score -1685054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7498 members 
Mstep: Class 2 contains 1166 members 
Entering Unmasked Estep 
Score: -1685100.000000 Penalty: 4497.198242
	Iteration 26Q: 3 clusters Score -1685100 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7565 members 
Mstep: Class 2 contains 1099 members 
Entering Unmasked Estep 
Score: -1685147.500000 Penalty: 4497.198242
	Iteration 27Q: 3 clusters Score -1685148 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7625 members 
Mstep: Class 2 contains 1039 members 
Entering Unmasked Estep 
Score: -1685184.625000 Penalty: 4497.198242
	Iteration 28Q: 3 clusters Score -1685185 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7680 members 
Mstep: Class 2 contains 984 members 
Entering Unmasked Estep 
Score: -1685210.125000 Penalty: 4497.198242
	Iteration 29Q: 3 clusters Score -1685210 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7718 members 
Mstep: Class 2 contains 946 members 
Entering Unmasked Estep 
Score: -1685233.000000 Penalty: 4497.198242
	Iteration 30Q: 3 clusters Score -1685233 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7748 members 
Mstep: Class 2 contains 916 members 
Entering Unmasked Estep 
Score: -1685247.750000 Penalty: 4497.198242
	Iteration 31Q: 3 clusters Score -1685248 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7786 members 
Mstep: Class 2 contains 878 members 
Entering Unmasked Estep 
Score: -1685268.500000 Penalty: 4497.198242
	Iteration 32Q: 3 clusters Score -1685268 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7815 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -1685288.250000 Penalty: 4497.198242
	Iteration 33Q: 3 clusters Score -1685288 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7842 members 
Mstep: Class 2 contains 822 members 
Entering Unmasked Estep 
Score: -1685310.750000 Penalty: 4497.198242
	Iteration 34Q: 3 clusters Score -1685311 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7865 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -1685333.000000 Penalty: 4497.198242
	Iteration 35Q: 3 clusters Score -1685333 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7879 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -1685334.125000 Penalty: 4497.198242
	Iteration 36Q: 3 clusters Score -1685334 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7896 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -1685349.250000 Penalty: 4497.198242
	Iteration 37Q: 3 clusters Score -1685349 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7908 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -1685358.750000 Penalty: 4497.198242
	Iteration 38Q: 3 clusters Score -1685359 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7921 members 
Mstep: Class 2 contains 743 members 
Entering Unmasked Estep 
Score: -1685367.000000 Penalty: 4497.198242
	Iteration 39Q: 3 clusters Score -1685367 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7930 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -1685375.250000 Penalty: 4497.198242
	Iteration 40F: 3 clusters Score -1685375 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7942 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -1685384.125000 Penalty: 4497.198242
	Iteration 41Q: 3 clusters Score -1685384 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7952 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -1685390.000000 Penalty: 4497.198242
	Iteration 42Q: 3 clusters Score -1685390 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7966 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1685398.125000 Penalty: 4497.198242
	Iteration 43Q: 3 clusters Score -1685398 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7970 members 
Mstep: Class 2 contains 694 members 
Entering Unmasked Estep 
Score: -1685404.375000 Penalty: 4497.198242
	Iteration 44Q: 3 clusters Score -1685404 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7975 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -1685405.250000 Penalty: 4497.198242
	Iteration 45Q: 3 clusters Score -1685405 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7982 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -1685411.125000 Penalty: 4497.198242
	Iteration 46Q: 3 clusters Score -1685411 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7993 members 
Mstep: Class 2 contains 671 members 
Entering Unmasked Estep 
Score: -1685417.750000 Penalty: 4497.198242
	Iteration 47Q: 3 clusters Score -1685418 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8001 members 
Mstep: Class 2 contains 663 members 
Entering Unmasked Estep 
Score: -1685423.375000 Penalty: 4497.198242
	Iteration 48Q: 3 clusters Score -1685423 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8002 members 
Mstep: Class 2 contains 662 members 
Entering Unmasked Estep 
Score: -1685424.125000 Penalty: 4497.198242
	Iteration 49Q: 3 clusters Score -1685424 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8004 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -1685424.875000 Penalty: 4497.198242
	Iteration 50Q: 3 clusters Score -1685425 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8006 members 
Mstep: Class 2 contains 658 members 
Entering Unmasked Estep 
Score: -1685429.125000 Penalty: 4497.198242
	Iteration 51Q: 3 clusters Score -1685429 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8012 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -1685433.500000 Penalty: 4497.198242
	Iteration 52Q: 3 clusters Score -1685434 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8014 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -1685436.500000 Penalty: 4497.198242
	Iteration 53Q: 3 clusters Score -1685436 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8017 members 
Mstep: Class 2 contains 647 members 
Entering Unmasked Estep 
Score: -1685435.625000 Penalty: 4497.198242
	Iteration 54Q: 3 clusters Score -1685436 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1685436.625000 Penalty: 4497.198242
	Iteration 55Q: 3 clusters Score -1685437 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8019 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1685436.625000 Penalty: 4497.198242
	Iteration 56F: 3 clusters Score -1685437 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (55331 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55331 members 
Entering Unmasked Estep 
Score: -10030322.000000 Penalty: 2708.429932
	Iteration 0F: 2 clusters Score -1.003032e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27578 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -9993442.000000 Penalty: 5416.859863
	Iteration 0F: 3 clusters Score -9993442 nChanged 25673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26083 members 
Mstep: Class 2 contains 29248 members 
Entering Unmasked Estep 
Score: -10007742.000000 Penalty: 5416.859863
	Iteration 1F: 3 clusters Score -1.000774e+07 nChanged 2248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25127 members 
Mstep: Class 2 contains 30204 members 
Entering Unmasked Estep 
Score: -10008396.000000 Penalty: 5416.859863
	Iteration 2Q: 3 clusters Score -1.00084e+07 nChanged 2282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23745 members 
Mstep: Class 2 contains 31586 members 
Entering Unmasked Estep 
Score: -10009097.000000 Penalty: 5416.859863
	Iteration 3Q: 3 clusters Score -1.00091e+07 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21804 members 
Mstep: Class 2 contains 33527 members 
Entering Unmasked Estep 
Score: -10010075.000000 Penalty: 5416.859863
	Iteration 4Q: 3 clusters Score -1.001008e+07 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19090 members 
Mstep: Class 2 contains 36241 members 
Entering Unmasked Estep 
Score: -10011673.000000 Penalty: 5416.859863
	Iteration 5F: 3 clusters Score -1.001167e+07 nChanged 3517
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15695 members 
Mstep: Class 2 contains 39636 members 
Entering Unmasked Estep 
Score: -10013928.000000 Penalty: 5416.859863
	Iteration 6F: 3 clusters Score -1.001393e+07 nChanged 4148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11607 members 
Mstep: Class 2 contains 43724 members 
Entering Unmasked Estep 
Score: -10017256.000000 Penalty: 5416.859863
	Iteration 7F: 3 clusters Score -1.001726e+07 nChanged 4224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7403 members 
Mstep: Class 2 contains 47928 members 
Entering Unmasked Estep 
Score: -10021057.000000 Penalty: 5416.859863
	Iteration 8F: 3 clusters Score -1.002106e+07 nChanged 3449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3964 members 
Mstep: Class 2 contains 51367 members 
Entering Unmasked Estep 
Score: -10024332.000000 Penalty: 5416.859863
	Iteration 9F: 3 clusters Score -1.002433e+07 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1819 members 
Mstep: Class 2 contains 53512 members 
Entering Unmasked Estep 
Score: -10026367.000000 Penalty: 5416.859863
	Iteration 10Q: 3 clusters Score -1.002637e+07 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 54481 members 
Entering Unmasked Estep 
Score: -10027246.000000 Penalty: 5416.859863
	Iteration 11Q: 3 clusters Score -1.002725e+07 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 54845 members 
Entering Unmasked Estep 
Score: -10027593.000000 Penalty: 5416.859863
	Iteration 12Q: 3 clusters Score -1.002759e+07 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 54970 members 
Entering Unmasked Estep 
Score: -10027771.000000 Penalty: 5416.859863
	Iteration 13Q: 3 clusters Score -1.002777e+07 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 55020 members 
Entering Unmasked Estep 
Score: -10027844.000000 Penalty: 5416.859863
	Iteration 14Q: 3 clusters Score -1.002784e+07 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 55044 members 
Entering Unmasked Estep 
Score: -10027895.000000 Penalty: 5416.859863
	Iteration 15Q: 3 clusters Score -1.00279e+07 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 271 members 
Mstep: Class 2 contains 55060 members 
Entering Unmasked Estep 
Score: -10027923.000000 Penalty: 5416.859863
	Iteration 16Q: 3 clusters Score -1.002792e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 261 members 
Mstep: Class 2 contains 55070 members 
Entering Unmasked Estep 
Score: -10027926.000000 Penalty: 5416.859863
	Iteration 17Q: 3 clusters Score -1.002793e+07 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 55078 members 
Entering Unmasked Estep 
Score: -10027941.000000 Penalty: 5416.859863
	Iteration 18Q: 3 clusters Score -1.002794e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 55083 members 
Entering Unmasked Estep 
Score: -10027945.000000 Penalty: 5416.859863
	Iteration 19Q: 3 clusters Score -1.002794e+07 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 55086 members 
Entering Unmasked Estep 
Score: -10027956.000000 Penalty: 5416.859863
	Iteration 20F: 3 clusters Score -1.002796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 55087 members 
Entering Unmasked Estep 
Score: -10027957.000000 Penalty: 5416.859863
	Iteration 21Q: 3 clusters Score -1.002796e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 55091 members 
Entering Unmasked Estep 
Score: -10027952.000000 Penalty: 5416.859863
	Iteration 22Q: 3 clusters Score -1.002795e+07 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -10027967.000000 Penalty: 5416.859863
	Iteration 23Q: 3 clusters Score -1.002797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -10027970.000000 Penalty: 5416.859863
	Iteration 24Q: 3 clusters Score -1.002797e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 238 members 
Mstep: Class 2 contains 55093 members 
Entering Unmasked Estep 
Score: -10027963.000000 Penalty: 5416.859863
	Iteration 25Q: 3 clusters Score -1.002796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 55094 members 
Entering Unmasked Estep 
Score: -10027961.000000 Penalty: 5416.859863
	Iteration 26Q: 3 clusters Score -1.002796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 236 members 
Mstep: Class 2 contains 55095 members 
Entering Unmasked Estep 
Score: -10027963.000000 Penalty: 5416.859863
	Iteration 27Q: 3 clusters Score -1.002796e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -10027968.000000 Penalty: 5416.859863
	Iteration 28Q: 3 clusters Score -1.002797e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 55096 members 
Entering Unmasked Estep 
Score: -10027968.000000 Penalty: 5416.859863
	Iteration 29F: 3 clusters Score -1.002797e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (26536 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26536 members 
Entering Unmasked Estep 
Score: -5259227.500000 Penalty: 2526.191895
	Iteration 0F: 2 clusters Score -5259228 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13206 members 
Mstep: Class 2 contains 13330 members 
Entering Unmasked Estep 
Score: -5241481.000000 Penalty: 5052.383789
	Iteration 0F: 3 clusters Score -5241481 nChanged 11816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12822 members 
Mstep: Class 2 contains 13714 members 
Entering Unmasked Estep 
Score: -5247853.000000 Penalty: 5052.383789
	Iteration 1F: 3 clusters Score -5247853 nChanged 1213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12511 members 
Mstep: Class 2 contains 14025 members 
Entering Unmasked Estep 
Score: -5248303.500000 Penalty: 5052.383789
	Iteration 2Q: 3 clusters Score -5248304 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12108 members 
Mstep: Class 2 contains 14428 members 
Entering Unmasked Estep 
Score: -5248696.500000 Penalty: 5052.383789
	Iteration 3Q: 3 clusters Score -5248696 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11569 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -5249122.000000 Penalty: 5052.383789
	Iteration 4Q: 3 clusters Score -5249122 nChanged 1123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10836 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -5249693.000000 Penalty: 5052.383789
	Iteration 5Q: 3 clusters Score -5249693 nChanged 1153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9949 members 
Mstep: Class 2 contains 16587 members 
Entering Unmasked Estep 
Score: -5250337.500000 Penalty: 5052.383789
	Iteration 6Q: 3 clusters Score -5250338 nChanged 1318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -5251183.500000 Penalty: 5052.383789
	Iteration 7Q: 3 clusters Score -5251184 nChanged 1269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7770 members 
Mstep: Class 2 contains 18766 members 
Entering Unmasked Estep 
Score: -5252060.000000 Penalty: 5052.383789
	Iteration 8Q: 3 clusters Score -5252060 nChanged 1274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6622 members 
Mstep: Class 2 contains 19914 members 
Entering Unmasked Estep 
Score: -5252967.500000 Penalty: 5052.383789
	Iteration 9Q: 3 clusters Score -5252968 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5529 members 
Mstep: Class 2 contains 21007 members 
Entering Unmasked Estep 
Score: -5253889.000000 Penalty: 5052.383789
	Iteration 10Q: 3 clusters Score -5253889 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4586 members 
Mstep: Class 2 contains 21950 members 
Entering Unmasked Estep 
Score: -5254633.500000 Penalty: 5052.383789
	Iteration 11Q: 3 clusters Score -5254634 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3878 members 
Mstep: Class 2 contains 22658 members 
Entering Unmasked Estep 
Score: -5255160.500000 Penalty: 5052.383789
	Iteration 12Q: 3 clusters Score -5255160 nChanged 642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3356 members 
Mstep: Class 2 contains 23180 members 
Entering Unmasked Estep 
Score: -5255531.000000 Penalty: 5052.383789
	Iteration 13Q: 3 clusters Score -5255531 nChanged 473
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2975 members 
Mstep: Class 2 contains 23561 members 
Entering Unmasked Estep 
Score: -5255797.500000 Penalty: 5052.383789
	Iteration 14Q: 3 clusters Score -5255798 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2651 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -5256020.000000 Penalty: 5052.383789
	Iteration 15Q: 3 clusters Score -5256020 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -5256172.500000 Penalty: 5052.383789
	Iteration 16Q: 3 clusters Score -5256172 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2202 members 
Mstep: Class 2 contains 24334 members 
Entering Unmasked Estep 
Score: -5256298.000000 Penalty: 5052.383789
	Iteration 17Q: 3 clusters Score -5256298 nChanged 219
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2033 members 
Mstep: Class 2 contains 24503 members 
Entering Unmasked Estep 
Score: -5256423.000000 Penalty: 5052.383789
	Iteration 18Q: 3 clusters Score -5256423 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1892 members 
Mstep: Class 2 contains 24644 members 
Entering Unmasked Estep 
Score: -5256520.000000 Penalty: 5052.383789
	Iteration 19Q: 3 clusters Score -5256520 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1769 members 
Mstep: Class 2 contains 24767 members 
Entering Unmasked Estep 
Score: -5256584.500000 Penalty: 5052.383789
	Iteration 20F: 3 clusters Score -5256584 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1651 members 
Mstep: Class 2 contains 24885 members 
Entering Unmasked Estep 
Score: -5256662.000000 Penalty: 5052.383789
	Iteration 21Q: 3 clusters Score -5256662 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1555 members 
Mstep: Class 2 contains 24981 members 
Entering Unmasked Estep 
Score: -5256711.000000 Penalty: 5052.383789
	Iteration 22Q: 3 clusters Score -5256711 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 25065 members 
Entering Unmasked Estep 
Score: -5256751.000000 Penalty: 5052.383789
	Iteration 23Q: 3 clusters Score -5256751 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1400 members 
Mstep: Class 2 contains 25136 members 
Entering Unmasked Estep 
Score: -5256804.500000 Penalty: 5052.383789
	Iteration 24Q: 3 clusters Score -5256804 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -5256839.000000 Penalty: 5052.383789
	Iteration 25Q: 3 clusters Score -5256839 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1298 members 
Mstep: Class 2 contains 25238 members 
Entering Unmasked Estep 
Score: -5256875.500000 Penalty: 5052.383789
	Iteration 26Q: 3 clusters Score -5256876 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1268 members 
Mstep: Class 2 contains 25268 members 
Entering Unmasked Estep 
Score: -5256888.500000 Penalty: 5052.383789
	Iteration 27Q: 3 clusters Score -5256888 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 25293 members 
Entering Unmasked Estep 
Score: -5256897.000000 Penalty: 5052.383789
	Iteration 28Q: 3 clusters Score -5256897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1223 members 
Mstep: Class 2 contains 25313 members 
Entering Unmasked Estep 
Score: -5256902.500000 Penalty: 5052.383789
	Iteration 29Q: 3 clusters Score -5256902 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 25330 members 
Entering Unmasked Estep 
Score: -5256917.000000 Penalty: 5052.383789
	Iteration 30Q: 3 clusters Score -5256917 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 25345 members 
Entering Unmasked Estep 
Score: -5256915.500000 Penalty: 5052.383789
	Iteration 31Q: 3 clusters Score -5256916 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1180 members 
Mstep: Class 2 contains 25356 members 
Entering Unmasked Estep 
Score: -5256926.000000 Penalty: 5052.383789
	Iteration 32Q: 3 clusters Score -5256926 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -5256937.000000 Penalty: 5052.383789
	Iteration 33Q: 3 clusters Score -5256937 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1147 members 
Mstep: Class 2 contains 25389 members 
Entering Unmasked Estep 
Score: -5256939.500000 Penalty: 5052.383789
	Iteration 34Q: 3 clusters Score -5256940 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 25397 members 
Entering Unmasked Estep 
Score: -5256945.000000 Penalty: 5052.383789
	Iteration 35Q: 3 clusters Score -5256945 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1128 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -5256948.500000 Penalty: 5052.383789
	Iteration 36Q: 3 clusters Score -5256948 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 25411 members 
Entering Unmasked Estep 
Score: -5256948.500000 Penalty: 5052.383789
	Iteration 37Q: 3 clusters Score -5256948 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -5256953.500000 Penalty: 5052.383789
	Iteration 38Q: 3 clusters Score -5256954 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1112 members 
Mstep: Class 2 contains 25424 members 
Entering Unmasked Estep 
Score: -5256954.500000 Penalty: 5052.383789
	Iteration 39Q: 3 clusters Score -5256954 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1106 members 
Mstep: Class 2 contains 25430 members 
Entering Unmasked Estep 
Score: -5256961.000000 Penalty: 5052.383789
	Iteration 40F: 3 clusters Score -5256961 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 25437 members 
Entering Unmasked Estep 
Score: -5256966.000000 Penalty: 5052.383789
	Iteration 41Q: 3 clusters Score -5256966 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1094 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -5256965.500000 Penalty: 5052.383789
	Iteration 42Q: 3 clusters Score -5256966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1090 members 
Mstep: Class 2 contains 25446 members 
Entering Unmasked Estep 
Score: -5256974.500000 Penalty: 5052.383789
	Iteration 43Q: 3 clusters Score -5256974 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1085 members 
Mstep: Class 2 contains 25451 members 
Entering Unmasked Estep 
Score: -5256966.000000 Penalty: 5052.383789
	Iteration 44Q: 3 clusters Score -5256966 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 25455 members 
Entering Unmasked Estep 
Score: -5256963.500000 Penalty: 5052.383789
	Iteration 45Q: 3 clusters Score -5256964 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Mstep: Class 2 contains 25459 members 
Entering Unmasked Estep 
Score: -5256968.500000 Penalty: 5052.383789
	Iteration 46Q: 3 clusters Score -5256968 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 25464 members 
Entering Unmasked Estep 
Score: -5256977.500000 Penalty: 5052.383789
	Iteration 47Q: 3 clusters Score -5256978 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 25471 members 
Entering Unmasked Estep 
Score: -5256983.000000 Penalty: 5052.383789
	Iteration 48Q: 3 clusters Score -5256983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1056 members 
Mstep: Class 2 contains 25480 members 
Entering Unmasked Estep 
Score: -5256983.000000 Penalty: 5052.383789
	Iteration 49Q: 3 clusters Score -5256983 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1042 members 
Mstep: Class 2 contains 25494 members 
Entering Unmasked Estep 
Score: -5256995.000000 Penalty: 5052.383789
	Iteration 50Q: 3 clusters Score -5256995 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 25503 members 
Entering Unmasked Estep 
Score: -5257004.500000 Penalty: 5052.383789
	Iteration 51Q: 3 clusters Score -5257004 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1021 members 
Mstep: Class 2 contains 25515 members 
Entering Unmasked Estep 
Score: -5257010.500000 Penalty: 5052.383789
	Iteration 52Q: 3 clusters Score -5257010 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 25526 members 
Entering Unmasked Estep 
Score: -5257020.000000 Penalty: 5052.383789
	Iteration 53Q: 3 clusters Score -5257020 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1003 members 
Mstep: Class 2 contains 25533 members 
Entering Unmasked Estep 
Score: -5257025.500000 Penalty: 5052.383789
	Iteration 54Q: 3 clusters Score -5257026 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 995 members 
Mstep: Class 2 contains 25541 members 
Entering Unmasked Estep 
Score: -5257022.000000 Penalty: 5052.383789
	Iteration 55Q: 3 clusters Score -5257022 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 25543 members 
Entering Unmasked Estep 
Score: -5257024.500000 Penalty: 5052.383789
	Iteration 56Q: 3 clusters Score -5257024 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 991 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -5257029.000000 Penalty: 5052.383789
	Iteration 57Q: 3 clusters Score -5257029 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 987 members 
Mstep: Class 2 contains 25549 members 
Entering Unmasked Estep 
Score: -5257029.000000 Penalty: 5052.383789
	Iteration 58Q: 3 clusters Score -5257029 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -5257028.500000 Penalty: 5052.383789
	Iteration 59Q: 3 clusters Score -5257028 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 25551 members 
Entering Unmasked Estep 
Score: -5257028.500000 Penalty: 5052.383789
	Iteration 60F: 3 clusters Score -5257028 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42203 members 
Entering Unmasked Estep 
Score: -8084612.500000 Penalty: 2641.261230
	Iteration 0F: 2 clusters Score -8084612 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21193 members 
Mstep: Class 2 contains 21010 members 
Entering Unmasked Estep 
Score: -8058612.500000 Penalty: 5282.522461
	Iteration 0F: 3 clusters Score -8058612 nChanged 19458
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21503 members 
Mstep: Class 2 contains 20700 members 
Entering Unmasked Estep 
Score: -8069139.500000 Penalty: 5282.522461
	Iteration 1F: 3 clusters Score -8069140 nChanged 1773
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21680 members 
Mstep: Class 2 contains 20523 members 
Entering Unmasked Estep 
Score: -8069579.500000 Penalty: 5282.522461
	Iteration 2Q: 3 clusters Score -8069580 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21989 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -8070013.000000 Penalty: 5282.522461
	Iteration 3Q: 3 clusters Score -8070013 nChanged 1339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22418 members 
Mstep: Class 2 contains 19785 members 
Entering Unmasked Estep 
Score: -8070299.000000 Penalty: 5282.522461
	Iteration 4Q: 3 clusters Score -8070299 nChanged 1254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23044 members 
Mstep: Class 2 contains 19159 members 
Entering Unmasked Estep 
Score: -8070643.000000 Penalty: 5282.522461
	Iteration 5Q: 3 clusters Score -8070643 nChanged 1207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23869 members 
Mstep: Class 2 contains 18334 members 
Entering Unmasked Estep 
Score: -8070937.500000 Penalty: 5282.522461
	Iteration 6Q: 3 clusters Score -8070938 nChanged 1342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24979 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -8071314.000000 Penalty: 5282.522461
	Iteration 7Q: 3 clusters Score -8071314 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26455 members 
Mstep: Class 2 contains 15748 members 
Entering Unmasked Estep 
Score: -8071922.500000 Penalty: 5282.522461
	Iteration 8Q: 3 clusters Score -8071922 nChanged 2044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28413 members 
Mstep: Class 2 contains 13790 members 
Entering Unmasked Estep 
Score: -8072847.000000 Penalty: 5282.522461
	Iteration 9Q: 3 clusters Score -8072847 nChanged 2504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30861 members 
Mstep: Class 2 contains 11342 members 
Entering Unmasked Estep 
Score: -8074253.000000 Penalty: 5282.522461
	Iteration 10F: 3 clusters Score -8074253 nChanged 2832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33667 members 
Mstep: Class 2 contains 8536 members 
Entering Unmasked Estep 
Score: -8076035.000000 Penalty: 5282.522461
	Iteration 11F: 3 clusters Score -8076035 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36387 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -8077975.500000 Penalty: 5282.522461
	Iteration 12F: 3 clusters Score -8077976 nChanged 2229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38602 members 
Mstep: Class 2 contains 3601 members 
Entering Unmasked Estep 
Score: -8079615.000000 Penalty: 5282.522461
	Iteration 13F: 3 clusters Score -8079615 nChanged 1545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40127 members 
Mstep: Class 2 contains 2076 members 
Entering Unmasked Estep 
Score: -8080794.500000 Penalty: 5282.522461
	Iteration 14Q: 3 clusters Score -8080794 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40947 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -8081497.000000 Penalty: 5282.522461
	Iteration 15Q: 3 clusters Score -8081497 nChanged 421
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41354 members 
Mstep: Class 2 contains 849 members 
Entering Unmasked Estep 
Score: -8081828.000000 Penalty: 5282.522461
	Iteration 16Q: 3 clusters Score -8081828 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41551 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -8081978.500000 Penalty: 5282.522461
	Iteration 17Q: 3 clusters Score -8081978 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41649 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -8082090.000000 Penalty: 5282.522461
	Iteration 18Q: 3 clusters Score -8082090 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41721 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -8082167.000000 Penalty: 5282.522461
	Iteration 19Q: 3 clusters Score -8082167 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41754 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -8082236.500000 Penalty: 5282.522461
	Iteration 20F: 3 clusters Score -8082236 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -8082260.500000 Penalty: 5282.522461
	Iteration 21Q: 3 clusters Score -8082260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41784 members 
Mstep: Class 2 contains 419 members 
Entering Unmasked Estep 
Score: -8082272.000000 Penalty: 5282.522461
	Iteration 22Q: 3 clusters Score -8082272 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41785 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -8082282.000000 Penalty: 5282.522461
	Iteration 23Q: 3 clusters Score -8082282 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41793 members 
Mstep: Class 2 contains 410 members 
Entering Unmasked Estep 
Score: -8082287.500000 Penalty: 5282.522461
	Iteration 24Q: 3 clusters Score -8082288 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41799 members 
Mstep: Class 2 contains 404 members 
Entering Unmasked Estep 
Score: -8082310.500000 Penalty: 5282.522461
	Iteration 25Q: 3 clusters Score -8082310 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41804 members 
Mstep: Class 2 contains 399 members 
Entering Unmasked Estep 
Score: -8082307.000000 Penalty: 5282.522461
	Iteration 26Q: 3 clusters Score -8082307 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41807 members 
Mstep: Class 2 contains 396 members 
Entering Unmasked Estep 
Score: -8082316.500000 Penalty: 5282.522461
	Iteration 27Q: 3 clusters Score -8082316 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41809 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -8082325.000000 Penalty: 5282.522461
	Iteration 28Q: 3 clusters Score -8082325 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41812 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -8082337.000000 Penalty: 5282.522461
	Iteration 29Q: 3 clusters Score -8082337 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41814 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8082339.000000 Penalty: 5282.522461
	Iteration 30Q: 3 clusters Score -8082339 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 387 members 
Entering Unmasked Estep 
Score: -8082338.000000 Penalty: 5282.522461
	Iteration 31Q: 3 clusters Score -8082338 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41819 members 
Mstep: Class 2 contains 384 members 
Entering Unmasked Estep 
Score: -8082338.000000 Penalty: 5282.522461
	Iteration 32Q: 3 clusters Score -8082338 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41823 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -8082345.000000 Penalty: 5282.522461
	Iteration 33Q: 3 clusters Score -8082345 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41827 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -8082350.000000 Penalty: 5282.522461
	Iteration 34Q: 3 clusters Score -8082350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8082360.500000 Penalty: 5282.522461
	Iteration 35Q: 3 clusters Score -8082360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -8082357.500000 Penalty: 5282.522461
	Iteration 36Q: 3 clusters Score -8082358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41832 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -8082360.000000 Penalty: 5282.522461
	Iteration 37Q: 3 clusters Score -8082360 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8082362.000000 Penalty: 5282.522461
	Iteration 38Q: 3 clusters Score -8082362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41835 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -8082362.500000 Penalty: 5282.522461
	Iteration 39Q: 3 clusters Score -8082362 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41834 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -8082358.000000 Penalty: 5282.522461
	Iteration 40F: 3 clusters Score -8082358 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8082360.500000 Penalty: 5282.522461
	Iteration 41Q: 3 clusters Score -8082360 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41833 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -8082360.500000 Penalty: 5282.522461
	Iteration 42F: 3 clusters Score -8082360 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -23213.625000 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -23213.62 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 75 members 
Entering Unmasked Estep 
Score: -22247.197266 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -22247.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22270.585938 Penalty: 2514.176514
	Iteration 1Q: 3 clusters Score -22270.59 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22280.179688 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -22280.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22283.531250 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -22283.53 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22294.691406 Penalty: 2514.176514
	Iteration 4Q: 3 clusters Score -22294.69 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 82 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -22294.691406 Penalty: 2514.176514
	Iteration 5F: 3 clusters Score -22294.69 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1729 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1729 members 
Entering Unmasked Estep 
Score: -306743.656250 Penalty: 1848.914062
	Iteration 0F: 2 clusters Score -306743.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -304368.968750 Penalty: 3697.828125
	Iteration 0F: 3 clusters Score -304369 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -305058.062500 Penalty: 3697.828125
	Iteration 1F: 3 clusters Score -305058.1 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 706 members 
Mstep: Class 2 contains 1023 members 
Entering Unmasked Estep 
Score: -305490.875000 Penalty: 3697.828125
	Iteration 2F: 3 clusters Score -305490.9 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -305916.093750 Penalty: 3697.828125
	Iteration 3F: 3 clusters Score -305916.1 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 620 members 
Mstep: Class 2 contains 1109 members 
Entering Unmasked Estep 
Score: -306185.812500 Penalty: 3697.828125
	Iteration 4F: 3 clusters Score -306185.8 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -306323.281250 Penalty: 3697.828125
	Iteration 5Q: 3 clusters Score -306323.3 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -306387.781250 Penalty: 3697.828125
	Iteration 6Q: 3 clusters Score -306387.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 618 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -306415.812500 Penalty: 3697.828125
	Iteration 7Q: 3 clusters Score -306415.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 619 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -306425.218750 Penalty: 3697.828125
	Iteration 8Q: 3 clusters Score -306425.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 624 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -306432.343750 Penalty: 3697.828125
	Iteration 9Q: 3 clusters Score -306432.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -306433.125000 Penalty: 3697.828125
	Iteration 10Q: 3 clusters Score -306433.1 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 622 members 
Mstep: Class 2 contains 1107 members 
Entering Unmasked Estep 
Score: -306433.125000 Penalty: 3697.828125
	Iteration 11F: 3 clusters Score -306433.1 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -46410.910156 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -46410.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 139 members 
Mstep: Class 2 contains 179 members 
Entering Unmasked Estep 
Score: -45240.125000 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -45240.12 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 128 members 
Mstep: Class 2 contains 190 members 
Entering Unmasked Estep 
Score: -45449.804688 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -45449.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -45519.160156 Penalty: 2857.977539
	Iteration 2Q: 3 clusters Score -45519.16 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45615.593750 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -45615.59 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45678.421875 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -45678.42 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 129 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -45771.664062 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -45771.66 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45834.824219 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -45834.82 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45837.789062 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -45837.79 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 132 members 
Mstep: Class 2 contains 186 members 
Entering Unmasked Estep 
Score: -45837.789062 Penalty: 2857.977539
	Iteration 8F: 3 clusters Score -45837.79 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (46305 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46305 members 
Entering Unmasked Estep 
Score: -8914295.000000 Penalty: 2664.265137
	Iteration 0F: 2 clusters Score -8914295 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23092 members 
Mstep: Class 2 contains 23213 members 
Entering Unmasked Estep 
Score: -8887507.000000 Penalty: 5328.530273
	Iteration 0F: 3 clusters Score -8887507 nChanged 21356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23234 members 
Mstep: Class 2 contains 23071 members 
Entering Unmasked Estep 
Score: -8899253.000000 Penalty: 5328.530273
	Iteration 1F: 3 clusters Score -8899253 nChanged 1963
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23265 members 
Mstep: Class 2 contains 23040 members 
Entering Unmasked Estep 
Score: -8899851.000000 Penalty: 5328.530273
	Iteration 2Q: 3 clusters Score -8899851 nChanged 2019
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23272 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -8900536.000000 Penalty: 5328.530273
	Iteration 3Q: 3 clusters Score -8900536 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23222 members 
Mstep: Class 2 contains 23083 members 
Entering Unmasked Estep 
Score: -8901258.000000 Penalty: 5328.530273
	Iteration 4Q: 3 clusters Score -8901258 nChanged 2027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23165 members 
Mstep: Class 2 contains 23140 members 
Entering Unmasked Estep 
Score: -8902074.000000 Penalty: 5328.530273
	Iteration 5Q: 3 clusters Score -8902074 nChanged 2079
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 23347 members 
Entering Unmasked Estep 
Score: -8902996.000000 Penalty: 5328.530273
	Iteration 6Q: 3 clusters Score -8902996 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22681 members 
Mstep: Class 2 contains 23624 members 
Entering Unmasked Estep 
Score: -8904169.000000 Penalty: 5328.530273
	Iteration 7Q: 3 clusters Score -8904169 nChanged 2465
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22374 members 
Mstep: Class 2 contains 23931 members 
Entering Unmasked Estep 
Score: -8905687.000000 Penalty: 5328.530273
	Iteration 8F: 3 clusters Score -8905687 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22178 members 
Mstep: Class 2 contains 24127 members 
Entering Unmasked Estep 
Score: -8907544.000000 Penalty: 5328.530273
	Iteration 9F: 3 clusters Score -8907544 nChanged 2597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21975 members 
Mstep: Class 2 contains 24330 members 
Entering Unmasked Estep 
Score: -8909327.000000 Penalty: 5328.530273
	Iteration 10F: 3 clusters Score -8909327 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21756 members 
Mstep: Class 2 contains 24549 members 
Entering Unmasked Estep 
Score: -8910584.000000 Penalty: 5328.530273
	Iteration 11Q: 3 clusters Score -8910584 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21546 members 
Mstep: Class 2 contains 24759 members 
Entering Unmasked Estep 
Score: -8911247.000000 Penalty: 5328.530273
	Iteration 12Q: 3 clusters Score -8911247 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21334 members 
Mstep: Class 2 contains 24971 members 
Entering Unmasked Estep 
Score: -8911696.000000 Penalty: 5328.530273
	Iteration 13Q: 3 clusters Score -8911696 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21177 members 
Mstep: Class 2 contains 25128 members 
Entering Unmasked Estep 
Score: -8912062.000000 Penalty: 5328.530273
	Iteration 14Q: 3 clusters Score -8912062 nChanged 867
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21044 members 
Mstep: Class 2 contains 25261 members 
Entering Unmasked Estep 
Score: -8912392.000000 Penalty: 5328.530273
	Iteration 15Q: 3 clusters Score -8912392 nChanged 843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20863 members 
Mstep: Class 2 contains 25442 members 
Entering Unmasked Estep 
Score: -8912745.000000 Penalty: 5328.530273
	Iteration 16Q: 3 clusters Score -8912745 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20687 members 
Mstep: Class 2 contains 25618 members 
Entering Unmasked Estep 
Score: -8912962.000000 Penalty: 5328.530273
	Iteration 17Q: 3 clusters Score -8912962 nChanged 665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20552 members 
Mstep: Class 2 contains 25753 members 
Entering Unmasked Estep 
Score: -8913129.000000 Penalty: 5328.530273
	Iteration 18Q: 3 clusters Score -8913129 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20446 members 
Mstep: Class 2 contains 25859 members 
Entering Unmasked Estep 
Score: -8913245.000000 Penalty: 5328.530273
	Iteration 19Q: 3 clusters Score -8913245 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20368 members 
Mstep: Class 2 contains 25937 members 
Entering Unmasked Estep 
Score: -8913299.000000 Penalty: 5328.530273
	Iteration 20F: 3 clusters Score -8913299 nChanged 361
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20283 members 
Mstep: Class 2 contains 26022 members 
Entering Unmasked Estep 
Score: -8913364.000000 Penalty: 5328.530273
	Iteration 21Q: 3 clusters Score -8913364 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20165 members 
Mstep: Class 2 contains 26140 members 
Entering Unmasked Estep 
Score: -8913397.000000 Penalty: 5328.530273
	Iteration 22Q: 3 clusters Score -8913397 nChanged 284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 26258 members 
Entering Unmasked Estep 
Score: -8913445.000000 Penalty: 5328.530273
	Iteration 23Q: 3 clusters Score -8913445 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19962 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -8913477.000000 Penalty: 5328.530273
	Iteration 24Q: 3 clusters Score -8913477 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19880 members 
Mstep: Class 2 contains 26425 members 
Entering Unmasked Estep 
Score: -8913486.000000 Penalty: 5328.530273
	Iteration 25Q: 3 clusters Score -8913486 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19822 members 
Mstep: Class 2 contains 26483 members 
Entering Unmasked Estep 
Score: -8913522.000000 Penalty: 5328.530273
	Iteration 26Q: 3 clusters Score -8913522 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19782 members 
Mstep: Class 2 contains 26523 members 
Entering Unmasked Estep 
Score: -8913536.000000 Penalty: 5328.530273
	Iteration 27Q: 3 clusters Score -8913536 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19724 members 
Mstep: Class 2 contains 26581 members 
Entering Unmasked Estep 
Score: -8913518.000000 Penalty: 5328.530273
	Iteration 28Q: 3 clusters Score -8913518 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19703 members 
Mstep: Class 2 contains 26602 members 
Entering Unmasked Estep 
Score: -8913523.000000 Penalty: 5328.530273
	Iteration 29Q: 3 clusters Score -8913523 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19679 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -8913521.000000 Penalty: 5328.530273
	Iteration 30Q: 3 clusters Score -8913521 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19648 members 
Mstep: Class 2 contains 26657 members 
Entering Unmasked Estep 
Score: -8913518.000000 Penalty: 5328.530273
	Iteration 31Q: 3 clusters Score -8913518 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19620 members 
Mstep: Class 2 contains 26685 members 
Entering Unmasked Estep 
Score: -8913511.000000 Penalty: 5328.530273
	Iteration 32Q: 3 clusters Score -8913511 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19601 members 
Mstep: Class 2 contains 26704 members 
Entering Unmasked Estep 
Score: -8913514.000000 Penalty: 5328.530273
	Iteration 33Q: 3 clusters Score -8913514 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19586 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -8913531.000000 Penalty: 5328.530273
	Iteration 34Q: 3 clusters Score -8913531 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19566 members 
Mstep: Class 2 contains 26739 members 
Entering Unmasked Estep 
Score: -8913531.000000 Penalty: 5328.530273
	Iteration 35Q: 3 clusters Score -8913531 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19552 members 
Mstep: Class 2 contains 26753 members 
Entering Unmasked Estep 
Score: -8913531.000000 Penalty: 5328.530273
	Iteration 36Q: 3 clusters Score -8913531 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -8913529.000000 Penalty: 5328.530273
	Iteration 37Q: 3 clusters Score -8913529 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 26759 members 
Entering Unmasked Estep 
Score: -8913525.000000 Penalty: 5328.530273
	Iteration 38Q: 3 clusters Score -8913525 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19548 members 
Mstep: Class 2 contains 26757 members 
Entering Unmasked Estep 
Score: -8913525.000000 Penalty: 5328.530273
	Iteration 39Q: 3 clusters Score -8913525 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19549 members 
Mstep: Class 2 contains 26756 members 
Entering Unmasked Estep 
Score: -8913526.000000 Penalty: 5328.530273
	Iteration 40F: 3 clusters Score -8913526 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19550 members 
Mstep: Class 2 contains 26755 members 
Entering Unmasked Estep 
Score: -8913529.000000 Penalty: 5328.530273
	Iteration 41Q: 3 clusters Score -8913529 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19551 members 
Mstep: Class 2 contains 26754 members 
Entering Unmasked Estep 
Score: -8913528.000000 Penalty: 5328.530273
	Iteration 42Q: 3 clusters Score -8913528 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19543 members 
Mstep: Class 2 contains 26762 members 
Entering Unmasked Estep 
Score: -8913536.000000 Penalty: 5328.530273
	Iteration 43Q: 3 clusters Score -8913536 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19538 members 
Mstep: Class 2 contains 26767 members 
Entering Unmasked Estep 
Score: -8913531.000000 Penalty: 5328.530273
	Iteration 44Q: 3 clusters Score -8913531 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -8913527.000000 Penalty: 5328.530273
	Iteration 45Q: 3 clusters Score -8913527 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19535 members 
Mstep: Class 2 contains 26770 members 
Entering Unmasked Estep 
Score: -8913527.000000 Penalty: 5328.530273
	Iteration 46Q: 3 clusters Score -8913527 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 26769 members 
Entering Unmasked Estep 
Score: -8913532.000000 Penalty: 5328.530273
	Iteration 47Q: 3 clusters Score -8913532 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19539 members 
Mstep: Class 2 contains 26766 members 
Entering Unmasked Estep 
Score: -8913542.000000 Penalty: 5328.530273
	Iteration 48Q: 3 clusters Score -8913542 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 26768 members 
Entering Unmasked Estep 
Score: -8913534.000000 Penalty: 5328.530273
	Iteration 49Q: 3 clusters Score -8913534 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -8913540.000000 Penalty: 5328.530273
	Iteration 50Q: 3 clusters Score -8913540 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -8913529.000000 Penalty: 5328.530273
	Iteration 51Q: 3 clusters Score -8913529 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19534 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -8913534.000000 Penalty: 5328.530273
	Iteration 52Q: 3 clusters Score -8913534 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19530 members 
Mstep: Class 2 contains 26775 members 
Entering Unmasked Estep 
Score: -8913540.000000 Penalty: 5328.530273
	Iteration 53Q: 3 clusters Score -8913540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 26778 members 
Entering Unmasked Estep 
Score: -8913540.000000 Penalty: 5328.530273
	Iteration 54Q: 3 clusters Score -8913540 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19528 members 
Mstep: Class 2 contains 26777 members 
Entering Unmasked Estep 
Score: -8913545.000000 Penalty: 5328.530273
	Iteration 55Q: 3 clusters Score -8913545 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19531 members 
Mstep: Class 2 contains 26774 members 
Entering Unmasked Estep 
Score: -8913548.000000 Penalty: 5328.530273
	Iteration 56Q: 3 clusters Score -8913548 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19524 members 
Mstep: Class 2 contains 26781 members 
Entering Unmasked Estep 
Score: -8913555.000000 Penalty: 5328.530273
	Iteration 57Q: 3 clusters Score -8913555 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19526 members 
Mstep: Class 2 contains 26779 members 
Entering Unmasked Estep 
Score: -8913542.000000 Penalty: 5328.530273
	Iteration 58Q: 3 clusters Score -8913542 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19522 members 
Mstep: Class 2 contains 26783 members 
Entering Unmasked Estep 
Score: -8913541.000000 Penalty: 5328.530273
	Iteration 59Q: 3 clusters Score -8913541 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19517 members 
Mstep: Class 2 contains 26788 members 
Entering Unmasked Estep 
Score: -8913551.000000 Penalty: 5328.530273
	Iteration 60F: 3 clusters Score -8913551 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 26794 members 
Entering Unmasked Estep 
Score: -8913540.000000 Penalty: 5328.530273
	Iteration 61Q: 3 clusters Score -8913540 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19508 members 
Mstep: Class 2 contains 26797 members 
Entering Unmasked Estep 
Score: -8913555.000000 Penalty: 5328.530273
	Iteration 62Q: 3 clusters Score -8913555 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 26804 members 
Entering Unmasked Estep 
Score: -8913552.000000 Penalty: 5328.530273
	Iteration 63Q: 3 clusters Score -8913552 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19498 members 
Mstep: Class 2 contains 26807 members 
Entering Unmasked Estep 
Score: -8913555.000000 Penalty: 5328.530273
	Iteration 64Q: 3 clusters Score -8913555 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -8913559.000000 Penalty: 5328.530273
	Iteration 65Q: 3 clusters Score -8913559 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -8913559.000000 Penalty: 5328.530273
	Iteration 66F: 3 clusters Score -8913559 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1078 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1078 members 
Entering Unmasked Estep 
Score: -205043.125000 Penalty: 1731.750000
	Iteration 0F: 2 clusters Score -205043.1 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -203125.593750 Penalty: 3463.500000
	Iteration 0F: 3 clusters Score -203125.6 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 491 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -203582.187500 Penalty: 3463.500000
	Iteration 1F: 3 clusters Score -203582.2 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 448 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -203845.859375 Penalty: 3463.500000
	Iteration 2F: 3 clusters Score -203845.9 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -203951.203125 Penalty: 3463.500000
	Iteration 3F: 3 clusters Score -203951.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -204032.218750 Penalty: 3463.500000
	Iteration 4Q: 3 clusters Score -204032.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 747 members 
Entering Unmasked Estep 
Score: -204099.593750 Penalty: 3463.500000
	Iteration 5Q: 3 clusters Score -204099.6 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -204151.500000 Penalty: 3463.500000
	Iteration 6Q: 3 clusters Score -204151.5 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 790 members 
Entering Unmasked Estep 
Score: -204181.406250 Penalty: 3463.500000
	Iteration 7Q: 3 clusters Score -204181.4 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 806 members 
Entering Unmasked Estep 
Score: -204205.578125 Penalty: 3463.500000
	Iteration 8Q: 3 clusters Score -204205.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 816 members 
Entering Unmasked Estep 
Score: -204219.906250 Penalty: 3463.500000
	Iteration 9Q: 3 clusters Score -204219.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 823 members 
Entering Unmasked Estep 
Score: -204229.187500 Penalty: 3463.500000
	Iteration 10Q: 3 clusters Score -204229.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 251 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -204233.703125 Penalty: 3463.500000
	Iteration 11Q: 3 clusters Score -204233.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 829 members 
Entering Unmasked Estep 
Score: -204236.593750 Penalty: 3463.500000
	Iteration 12Q: 3 clusters Score -204236.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 247 members 
Mstep: Class 2 contains 831 members 
Entering Unmasked Estep 
Score: -204244.015625 Penalty: 3463.500000
	Iteration 13Q: 3 clusters Score -204244 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -204263.250000 Penalty: 3463.500000
	Iteration 14Q: 3 clusters Score -204263.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -204271.500000 Penalty: 3463.500000
	Iteration 15Q: 3 clusters Score -204271.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -204276.421875 Penalty: 3463.500000
	Iteration 16Q: 3 clusters Score -204276.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 843 members 
Entering Unmasked Estep 
Score: -204282.015625 Penalty: 3463.500000
	Iteration 17Q: 3 clusters Score -204282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 846 members 
Entering Unmasked Estep 
Score: -204284.968750 Penalty: 3463.500000
	Iteration 18Q: 3 clusters Score -204285 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -204286.437500 Penalty: 3463.500000
	Iteration 19Q: 3 clusters Score -204286.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -204286.437500 Penalty: 3463.500000
	Iteration 20F: 3 clusters Score -204286.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (29932 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29932 members 
Entering Unmasked Estep 
Score: -5996198.500000 Penalty: 2556.057617
	Iteration 0F: 2 clusters Score -5996198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14850 members 
Mstep: Class 2 contains 15082 members 
Entering Unmasked Estep 
Score: -5977908.000000 Penalty: 5112.115234
	Iteration 0F: 3 clusters Score -5977908 nChanged 13468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13880 members 
Mstep: Class 2 contains 16052 members 
Entering Unmasked Estep 
Score: -5985234.000000 Penalty: 5112.115234
	Iteration 1F: 3 clusters Score -5985234 nChanged 1493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13277 members 
Mstep: Class 2 contains 16655 members 
Entering Unmasked Estep 
Score: -5985774.500000 Penalty: 5112.115234
	Iteration 2Q: 3 clusters Score -5985774 nChanged 1444
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12529 members 
Mstep: Class 2 contains 17403 members 
Entering Unmasked Estep 
Score: -5986283.000000 Penalty: 5112.115234
	Iteration 3Q: 3 clusters Score -5986283 nChanged 1523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11504 members 
Mstep: Class 2 contains 18428 members 
Entering Unmasked Estep 
Score: -5986892.500000 Penalty: 5112.115234
	Iteration 4F: 3 clusters Score -5986892 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10179 members 
Mstep: Class 2 contains 19753 members 
Entering Unmasked Estep 
Score: -5987681.000000 Penalty: 5112.115234
	Iteration 5F: 3 clusters Score -5987681 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8657 members 
Mstep: Class 2 contains 21275 members 
Entering Unmasked Estep 
Score: -5988514.500000 Penalty: 5112.115234
	Iteration 6F: 3 clusters Score -5988514 nChanged 1763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7022 members 
Mstep: Class 2 contains 22910 members 
Entering Unmasked Estep 
Score: -5989423.500000 Penalty: 5112.115234
	Iteration 7F: 3 clusters Score -5989424 nChanged 1603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5509 members 
Mstep: Class 2 contains 24423 members 
Entering Unmasked Estep 
Score: -5990388.500000 Penalty: 5112.115234
	Iteration 8F: 3 clusters Score -5990388 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4152 members 
Mstep: Class 2 contains 25780 members 
Entering Unmasked Estep 
Score: -5991518.500000 Penalty: 5112.115234
	Iteration 9Q: 3 clusters Score -5991518 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2961 members 
Mstep: Class 2 contains 26971 members 
Entering Unmasked Estep 
Score: -5992585.000000 Penalty: 5112.115234
	Iteration 10Q: 3 clusters Score -5992585 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 27980 members 
Entering Unmasked Estep 
Score: -5993282.000000 Penalty: 5112.115234
	Iteration 11Q: 3 clusters Score -5993282 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 28685 members 
Entering Unmasked Estep 
Score: -5993640.500000 Penalty: 5112.115234
	Iteration 12Q: 3 clusters Score -5993640 nChanged 424
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 29105 members 
Entering Unmasked Estep 
Score: -5993785.000000 Penalty: 5112.115234
	Iteration 13Q: 3 clusters Score -5993785 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 592 members 
Mstep: Class 2 contains 29340 members 
Entering Unmasked Estep 
Score: -5993861.000000 Penalty: 5112.115234
	Iteration 14Q: 3 clusters Score -5993861 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 449 members 
Mstep: Class 2 contains 29483 members 
Entering Unmasked Estep 
Score: -5993929.500000 Penalty: 5112.115234
	Iteration 15Q: 3 clusters Score -5993930 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 29550 members 
Entering Unmasked Estep 
Score: -5993991.500000 Penalty: 5112.115234
	Iteration 16Q: 3 clusters Score -5993992 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 29581 members 
Entering Unmasked Estep 
Score: -5994015.000000 Penalty: 5112.115234
	Iteration 17Q: 3 clusters Score -5994015 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 29608 members 
Entering Unmasked Estep 
Score: -5994045.500000 Penalty: 5112.115234
	Iteration 18Q: 3 clusters Score -5994046 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 29617 members 
Entering Unmasked Estep 
Score: -5994055.500000 Penalty: 5112.115234
	Iteration 19Q: 3 clusters Score -5994056 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 29626 members 
Entering Unmasked Estep 
Score: -5994067.000000 Penalty: 5112.115234
	Iteration 20F: 3 clusters Score -5994067 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 29628 members 
Entering Unmasked Estep 
Score: -5994069.000000 Penalty: 5112.115234
	Iteration 21Q: 3 clusters Score -5994069 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 29634 members 
Entering Unmasked Estep 
Score: -5994079.500000 Penalty: 5112.115234
	Iteration 22Q: 3 clusters Score -5994080 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 29638 members 
Entering Unmasked Estep 
Score: -5994093.500000 Penalty: 5112.115234
	Iteration 23Q: 3 clusters Score -5994094 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 29641 members 
Entering Unmasked Estep 
Score: -5994103.500000 Penalty: 5112.115234
	Iteration 24Q: 3 clusters Score -5994104 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -5994102.000000 Penalty: 5112.115234
	Iteration 25Q: 3 clusters Score -5994102 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 29646 members 
Entering Unmasked Estep 
Score: -5994103.000000 Penalty: 5112.115234
	Iteration 26Q: 3 clusters Score -5994103 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -5994108.500000 Penalty: 5112.115234
	Iteration 27Q: 3 clusters Score -5994108 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 29644 members 
Entering Unmasked Estep 
Score: -5994108.500000 Penalty: 5112.115234
	Iteration 28F: 3 clusters Score -5994108 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (34588 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34588 members 
Entering Unmasked Estep 
Score: -6916441.000000 Penalty: 2591.913086
	Iteration 0F: 2 clusters Score -6916441 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17261 members 
Mstep: Class 2 contains 17327 members 
Entering Unmasked Estep 
Score: -6896462.000000 Penalty: 5183.826172
	Iteration 0F: 3 clusters Score -6896462 nChanged 15603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17304 members 
Mstep: Class 2 contains 17284 members 
Entering Unmasked Estep 
Score: -6904895.000000 Penalty: 5183.826172
	Iteration 1F: 3 clusters Score -6904895 nChanged 1478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17344 members 
Mstep: Class 2 contains 17244 members 
Entering Unmasked Estep 
Score: -6905337.500000 Penalty: 5183.826172
	Iteration 2Q: 3 clusters Score -6905338 nChanged 1349
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17399 members 
Mstep: Class 2 contains 17189 members 
Entering Unmasked Estep 
Score: -6905734.000000 Penalty: 5183.826172
	Iteration 3Q: 3 clusters Score -6905734 nChanged 1260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17447 members 
Mstep: Class 2 contains 17141 members 
Entering Unmasked Estep 
Score: -6906071.500000 Penalty: 5183.826172
	Iteration 4Q: 3 clusters Score -6906072 nChanged 1223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 17134 members 
Entering Unmasked Estep 
Score: -6906350.000000 Penalty: 5183.826172
	Iteration 5Q: 3 clusters Score -6906350 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17424 members 
Mstep: Class 2 contains 17164 members 
Entering Unmasked Estep 
Score: -6906720.500000 Penalty: 5183.826172
	Iteration 6Q: 3 clusters Score -6906720 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17409 members 
Mstep: Class 2 contains 17179 members 
Entering Unmasked Estep 
Score: -6907055.500000 Penalty: 5183.826172
	Iteration 7Q: 3 clusters Score -6907056 nChanged 1144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17445 members 
Mstep: Class 2 contains 17143 members 
Entering Unmasked Estep 
Score: -6907455.500000 Penalty: 5183.826172
	Iteration 8Q: 3 clusters Score -6907456 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17430 members 
Mstep: Class 2 contains 17158 members 
Entering Unmasked Estep 
Score: -6908023.000000 Penalty: 5183.826172
	Iteration 9Q: 3 clusters Score -6908023 nChanged 1472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17332 members 
Mstep: Class 2 contains 17256 members 
Entering Unmasked Estep 
Score: -6908827.000000 Penalty: 5183.826172
	Iteration 10Q: 3 clusters Score -6908827 nChanged 1645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17091 members 
Mstep: Class 2 contains 17497 members 
Entering Unmasked Estep 
Score: -6909930.000000 Penalty: 5183.826172
	Iteration 11Q: 3 clusters Score -6909930 nChanged 1840
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16747 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -6911228.500000 Penalty: 5183.826172
	Iteration 12F: 3 clusters Score -6911228 nChanged 1781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16340 members 
Mstep: Class 2 contains 18248 members 
Entering Unmasked Estep 
Score: -6912309.500000 Penalty: 5183.826172
	Iteration 13F: 3 clusters Score -6912310 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15879 members 
Mstep: Class 2 contains 18709 members 
Entering Unmasked Estep 
Score: -6913018.500000 Penalty: 5183.826172
	Iteration 14Q: 3 clusters Score -6913018 nChanged 1092
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15355 members 
Mstep: Class 2 contains 19233 members 
Entering Unmasked Estep 
Score: -6913509.500000 Penalty: 5183.826172
	Iteration 15Q: 3 clusters Score -6913510 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 19771 members 
Entering Unmasked Estep 
Score: -6913878.000000 Penalty: 5183.826172
	Iteration 16Q: 3 clusters Score -6913878 nChanged 858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14261 members 
Mstep: Class 2 contains 20327 members 
Entering Unmasked Estep 
Score: -6914259.500000 Penalty: 5183.826172
	Iteration 17Q: 3 clusters Score -6914260 nChanged 842
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13681 members 
Mstep: Class 2 contains 20907 members 
Entering Unmasked Estep 
Score: -6914613.000000 Penalty: 5183.826172
	Iteration 18Q: 3 clusters Score -6914613 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13108 members 
Mstep: Class 2 contains 21480 members 
Entering Unmasked Estep 
Score: -6914922.500000 Penalty: 5183.826172
	Iteration 19Q: 3 clusters Score -6914922 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12560 members 
Mstep: Class 2 contains 22028 members 
Entering Unmasked Estep 
Score: -6915175.000000 Penalty: 5183.826172
	Iteration 20F: 3 clusters Score -6915175 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11957 members 
Mstep: Class 2 contains 22631 members 
Entering Unmasked Estep 
Score: -6915400.000000 Penalty: 5183.826172
	Iteration 21Q: 3 clusters Score -6915400 nChanged 698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11461 members 
Mstep: Class 2 contains 23127 members 
Entering Unmasked Estep 
Score: -6915626.000000 Penalty: 5183.826172
	Iteration 22Q: 3 clusters Score -6915626 nChanged 633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11028 members 
Mstep: Class 2 contains 23560 members 
Entering Unmasked Estep 
Score: -6915790.500000 Penalty: 5183.826172
	Iteration 23Q: 3 clusters Score -6915790 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10696 members 
Mstep: Class 2 contains 23892 members 
Entering Unmasked Estep 
Score: -6915872.500000 Penalty: 5183.826172
	Iteration 24Q: 3 clusters Score -6915872 nChanged 461
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10411 members 
Mstep: Class 2 contains 24177 members 
Entering Unmasked Estep 
Score: -6915933.500000 Penalty: 5183.826172
	Iteration 25Q: 3 clusters Score -6915934 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10091 members 
Mstep: Class 2 contains 24497 members 
Entering Unmasked Estep 
Score: -6916006.000000 Penalty: 5183.826172
	Iteration 26Q: 3 clusters Score -6916006 nChanged 410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9779 members 
Mstep: Class 2 contains 24809 members 
Entering Unmasked Estep 
Score: -6916105.500000 Penalty: 5183.826172
	Iteration 27Q: 3 clusters Score -6916106 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9518 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -6916126.500000 Penalty: 5183.826172
	Iteration 28Q: 3 clusters Score -6916126 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9317 members 
Mstep: Class 2 contains 25271 members 
Entering Unmasked Estep 
Score: -6916117.000000 Penalty: 5183.826172
	Iteration 29Q: 3 clusters Score -6916117 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9171 members 
Mstep: Class 2 contains 25417 members 
Entering Unmasked Estep 
Score: -6916155.500000 Penalty: 5183.826172
	Iteration 30Q: 3 clusters Score -6916156 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9013 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -6916139.000000 Penalty: 5183.826172
	Iteration 31Q: 3 clusters Score -6916139 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8882 members 
Mstep: Class 2 contains 25706 members 
Entering Unmasked Estep 
Score: -6916141.000000 Penalty: 5183.826172
	Iteration 32Q: 3 clusters Score -6916141 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8769 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -6916200.500000 Penalty: 5183.826172
	Iteration 33Q: 3 clusters Score -6916200 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8640 members 
Mstep: Class 2 contains 25948 members 
Entering Unmasked Estep 
Score: -6916191.500000 Penalty: 5183.826172
	Iteration 34Q: 3 clusters Score -6916192 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8554 members 
Mstep: Class 2 contains 26034 members 
Entering Unmasked Estep 
Score: -6916163.000000 Penalty: 5183.826172
	Iteration 35Q: 3 clusters Score -6916163 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8471 members 
Mstep: Class 2 contains 26117 members 
Entering Unmasked Estep 
Score: -6916161.500000 Penalty: 5183.826172
	Iteration 36Q: 3 clusters Score -6916162 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8389 members 
Mstep: Class 2 contains 26199 members 
Entering Unmasked Estep 
Score: -6916171.500000 Penalty: 5183.826172
	Iteration 37Q: 3 clusters Score -6916172 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8297 members 
Mstep: Class 2 contains 26291 members 
Entering Unmasked Estep 
Score: -6916157.000000 Penalty: 5183.826172
	Iteration 38Q: 3 clusters Score -6916157 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8241 members 
Mstep: Class 2 contains 26347 members 
Entering Unmasked Estep 
Score: -6916176.000000 Penalty: 5183.826172
	Iteration 39Q: 3 clusters Score -6916176 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 26411 members 
Entering Unmasked Estep 
Score: -6916172.500000 Penalty: 5183.826172
	Iteration 40F: 3 clusters Score -6916172 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8108 members 
Mstep: Class 2 contains 26480 members 
Entering Unmasked Estep 
Score: -6916179.000000 Penalty: 5183.826172
	Iteration 41Q: 3 clusters Score -6916179 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8061 members 
Mstep: Class 2 contains 26527 members 
Entering Unmasked Estep 
Score: -6916189.500000 Penalty: 5183.826172
	Iteration 42Q: 3 clusters Score -6916190 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8010 members 
Mstep: Class 2 contains 26578 members 
Entering Unmasked Estep 
Score: -6916193.000000 Penalty: 5183.826172
	Iteration 43Q: 3 clusters Score -6916193 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7944 members 
Mstep: Class 2 contains 26644 members 
Entering Unmasked Estep 
Score: -6916185.000000 Penalty: 5183.826172
	Iteration 44Q: 3 clusters Score -6916185 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7891 members 
Mstep: Class 2 contains 26697 members 
Entering Unmasked Estep 
Score: -6916195.500000 Penalty: 5183.826172
	Iteration 45Q: 3 clusters Score -6916196 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7817 members 
Mstep: Class 2 contains 26771 members 
Entering Unmasked Estep 
Score: -6916193.500000 Penalty: 5183.826172
	Iteration 46Q: 3 clusters Score -6916194 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 26826 members 
Entering Unmasked Estep 
Score: -6916192.000000 Penalty: 5183.826172
	Iteration 47Q: 3 clusters Score -6916192 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7713 members 
Mstep: Class 2 contains 26875 members 
Entering Unmasked Estep 
Score: -6916183.000000 Penalty: 5183.826172
	Iteration 48Q: 3 clusters Score -6916183 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7669 members 
Mstep: Class 2 contains 26919 members 
Entering Unmasked Estep 
Score: -6916168.000000 Penalty: 5183.826172
	Iteration 49Q: 3 clusters Score -6916168 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7639 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -6916165.500000 Penalty: 5183.826172
	Iteration 50Q: 3 clusters Score -6916166 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7619 members 
Mstep: Class 2 contains 26969 members 
Entering Unmasked Estep 
Score: -6916172.500000 Penalty: 5183.826172
	Iteration 51Q: 3 clusters Score -6916172 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7602 members 
Mstep: Class 2 contains 26986 members 
Entering Unmasked Estep 
Score: -6916187.500000 Penalty: 5183.826172
	Iteration 52Q: 3 clusters Score -6916188 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7598 members 
Mstep: Class 2 contains 26990 members 
Entering Unmasked Estep 
Score: -6916187.500000 Penalty: 5183.826172
	Iteration 53Q: 3 clusters Score -6916188 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7570 members 
Mstep: Class 2 contains 27018 members 
Entering Unmasked Estep 
Score: -6916186.500000 Penalty: 5183.826172
	Iteration 54Q: 3 clusters Score -6916186 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7560 members 
Mstep: Class 2 contains 27028 members 
Entering Unmasked Estep 
Score: -6916204.500000 Penalty: 5183.826172
	Iteration 55Q: 3 clusters Score -6916204 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7547 members 
Mstep: Class 2 contains 27041 members 
Entering Unmasked Estep 
Score: -6916200.500000 Penalty: 5183.826172
	Iteration 56Q: 3 clusters Score -6916200 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7538 members 
Mstep: Class 2 contains 27050 members 
Entering Unmasked Estep 
Score: -6916199.500000 Penalty: 5183.826172
	Iteration 57Q: 3 clusters Score -6916200 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -6916202.000000 Penalty: 5183.826172
	Iteration 58Q: 3 clusters Score -6916202 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7532 members 
Mstep: Class 2 contains 27056 members 
Entering Unmasked Estep 
Score: -6916201.000000 Penalty: 5183.826172
	Iteration 59Q: 3 clusters Score -6916201 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7530 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -6916207.500000 Penalty: 5183.826172
	Iteration 60F: 3 clusters Score -6916208 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7528 members 
Mstep: Class 2 contains 27060 members 
Entering Unmasked Estep 
Score: -6916207.000000 Penalty: 5183.826172
	Iteration 61Q: 3 clusters Score -6916207 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7519 members 
Mstep: Class 2 contains 27069 members 
Entering Unmasked Estep 
Score: -6916203.500000 Penalty: 5183.826172
	Iteration 62Q: 3 clusters Score -6916204 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7511 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -6916203.500000 Penalty: 5183.826172
	Iteration 63Q: 3 clusters Score -6916204 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7508 members 
Mstep: Class 2 contains 27080 members 
Entering Unmasked Estep 
Score: -6916203.500000 Penalty: 5183.826172
	Iteration 64Q: 3 clusters Score -6916204 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7504 members 
Mstep: Class 2 contains 27084 members 
Entering Unmasked Estep 
Score: -6916211.500000 Penalty: 5183.826172
	Iteration 65Q: 3 clusters Score -6916212 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7502 members 
Mstep: Class 2 contains 27086 members 
Entering Unmasked Estep 
Score: -6916206.000000 Penalty: 5183.826172
	Iteration 66Q: 3 clusters Score -6916206 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 27091 members 
Entering Unmasked Estep 
Score: -6916203.500000 Penalty: 5183.826172
	Iteration 67Q: 3 clusters Score -6916204 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7487 members 
Mstep: Class 2 contains 27101 members 
Entering Unmasked Estep 
Score: -6916200.000000 Penalty: 5183.826172
	Iteration 68Q: 3 clusters Score -6916200 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7478 members 
Mstep: Class 2 contains 27110 members 
Entering Unmasked Estep 
Score: -6916188.000000 Penalty: 5183.826172
	Iteration 69Q: 3 clusters Score -6916188 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7471 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -6916179.500000 Penalty: 5183.826172
	Iteration 70Q: 3 clusters Score -6916180 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -6916183.000000 Penalty: 5183.826172
	Iteration 71Q: 3 clusters Score -6916183 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7462 members 
Mstep: Class 2 contains 27126 members 
Entering Unmasked Estep 
Score: -6916177.000000 Penalty: 5183.826172
	Iteration 72Q: 3 clusters Score -6916177 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7465 members 
Mstep: Class 2 contains 27123 members 
Entering Unmasked Estep 
Score: -6916177.500000 Penalty: 5183.826172
	Iteration 73Q: 3 clusters Score -6916178 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 27125 members 
Entering Unmasked Estep 
Score: -6916176.000000 Penalty: 5183.826172
	Iteration 74Q: 3 clusters Score -6916176 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7464 members 
Mstep: Class 2 contains 27124 members 
Entering Unmasked Estep 
Score: -6916172.500000 Penalty: 5183.826172
	Iteration 75Q: 3 clusters Score -6916172 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -6916171.000000 Penalty: 5183.826172
	Iteration 76Q: 3 clusters Score -6916171 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7469 members 
Mstep: Class 2 contains 27119 members 
Entering Unmasked Estep 
Score: -6916167.500000 Penalty: 5183.826172
	Iteration 77Q: 3 clusters Score -6916168 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7468 members 
Mstep: Class 2 contains 27120 members 
Entering Unmasked Estep 
Score: -6916162.000000 Penalty: 5183.826172
	Iteration 78Q: 3 clusters Score -6916162 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -6916164.500000 Penalty: 5183.826172
	Iteration 79Q: 3 clusters Score -6916164 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7467 members 
Mstep: Class 2 contains 27121 members 
Entering Unmasked Estep 
Score: -6916164.000000 Penalty: 5183.826172
	Iteration 80F: 3 clusters Score -6916164 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (21489 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21489 members 
Entering Unmasked Estep 
Score: -3970422.250000 Penalty: 2473.873535
	Iteration 0F: 2 clusters Score -3970422 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 10698 members 
Entering Unmasked Estep 
Score: -3955443.250000 Penalty: 4947.747070
	Iteration 0F: 3 clusters Score -3955443 nChanged 9454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11155 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -3960446.250000 Penalty: 4947.747070
	Iteration 1F: 3 clusters Score -3960446 nChanged 1076
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11391 members 
Mstep: Class 2 contains 10098 members 
Entering Unmasked Estep 
Score: -3960791.250000 Penalty: 4947.747070
	Iteration 2F: 3 clusters Score -3960791 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 9786 members 
Entering Unmasked Estep 
Score: -3961114.500000 Penalty: 4947.747070
	Iteration 3Q: 3 clusters Score -3961114 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12011 members 
Mstep: Class 2 contains 9478 members 
Entering Unmasked Estep 
Score: -3961370.250000 Penalty: 4947.747070
	Iteration 4Q: 3 clusters Score -3961370 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12466 members 
Mstep: Class 2 contains 9023 members 
Entering Unmasked Estep 
Score: -3961655.250000 Penalty: 4947.747070
	Iteration 5Q: 3 clusters Score -3961655 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13045 members 
Mstep: Class 2 contains 8444 members 
Entering Unmasked Estep 
Score: -3962000.250000 Penalty: 4947.747070
	Iteration 6Q: 3 clusters Score -3962000 nChanged 877
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13736 members 
Mstep: Class 2 contains 7753 members 
Entering Unmasked Estep 
Score: -3962399.000000 Penalty: 4947.747070
	Iteration 7Q: 3 clusters Score -3962399 nChanged 1051
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14613 members 
Mstep: Class 2 contains 6876 members 
Entering Unmasked Estep 
Score: -3963020.000000 Penalty: 4947.747070
	Iteration 8Q: 3 clusters Score -3963020 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15687 members 
Mstep: Class 2 contains 5802 members 
Entering Unmasked Estep 
Score: -3963852.500000 Penalty: 4947.747070
	Iteration 9F: 3 clusters Score -3963852 nChanged 1298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16833 members 
Mstep: Class 2 contains 4656 members 
Entering Unmasked Estep 
Score: -3964821.750000 Penalty: 4947.747070
	Iteration 10F: 3 clusters Score -3964822 nChanged 1268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17965 members 
Mstep: Class 2 contains 3524 members 
Entering Unmasked Estep 
Score: -3965814.750000 Penalty: 4947.747070
	Iteration 11F: 3 clusters Score -3965815 nChanged 1084
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18941 members 
Mstep: Class 2 contains 2548 members 
Entering Unmasked Estep 
Score: -3966799.500000 Penalty: 4947.747070
	Iteration 12F: 3 clusters Score -3966800 nChanged 743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19616 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -3967610.250000 Penalty: 4947.747070
	Iteration 13Q: 3 clusters Score -3967610 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 1528 members 
Entering Unmasked Estep 
Score: -3968202.000000 Penalty: 4947.747070
	Iteration 14Q: 3 clusters Score -3968202 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20098 members 
Mstep: Class 2 contains 1391 members 
Entering Unmasked Estep 
Score: -3968551.750000 Penalty: 4947.747070
	Iteration 15Q: 3 clusters Score -3968552 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20151 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -3968720.750000 Penalty: 4947.747070
	Iteration 16Q: 3 clusters Score -3968721 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20180 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -3968781.500000 Penalty: 4947.747070
	Iteration 17Q: 3 clusters Score -3968782 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20197 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -3968817.500000 Penalty: 4947.747070
	Iteration 18Q: 3 clusters Score -3968818 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20215 members 
Mstep: Class 2 contains 1274 members 
Entering Unmasked Estep 
Score: -3968839.000000 Penalty: 4947.747070
	Iteration 19Q: 3 clusters Score -3968839 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20224 members 
Mstep: Class 2 contains 1265 members 
Entering Unmasked Estep 
Score: -3968855.500000 Penalty: 4947.747070
	Iteration 20F: 3 clusters Score -3968856 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20239 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -3968859.750000 Penalty: 4947.747070
	Iteration 21Q: 3 clusters Score -3968860 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20244 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -3968865.000000 Penalty: 4947.747070
	Iteration 22Q: 3 clusters Score -3968865 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20246 members 
Mstep: Class 2 contains 1243 members 
Entering Unmasked Estep 
Score: -3968868.500000 Penalty: 4947.747070
	Iteration 23Q: 3 clusters Score -3968868 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20252 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -3968870.750000 Penalty: 4947.747070
	Iteration 24Q: 3 clusters Score -3968871 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20255 members 
Mstep: Class 2 contains 1234 members 
Entering Unmasked Estep 
Score: -3968875.500000 Penalty: 4947.747070
	Iteration 25Q: 3 clusters Score -3968876 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20256 members 
Mstep: Class 2 contains 1233 members 
Entering Unmasked Estep 
Score: -3968876.750000 Penalty: 4947.747070
	Iteration 26Q: 3 clusters Score -3968877 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3968878.000000 Penalty: 4947.747070
	Iteration 27Q: 3 clusters Score -3968878 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20257 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -3968880.250000 Penalty: 4947.747070
	Iteration 28Q: 3 clusters Score -3968880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20260 members 
Mstep: Class 2 contains 1229 members 
Entering Unmasked Estep 
Score: -3968880.250000 Penalty: 4947.747070
	Iteration 29Q: 3 clusters Score -3968880 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20261 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -3968884.250000 Penalty: 4947.747070
	Iteration 30Q: 3 clusters Score -3968884 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20262 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -3968880.500000 Penalty: 4947.747070
	Iteration 31Q: 3 clusters Score -3968880 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20264 members 
Mstep: Class 2 contains 1225 members 
Entering Unmasked Estep 
Score: -3968881.750000 Penalty: 4947.747070
	Iteration 32Q: 3 clusters Score -3968882 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20267 members 
Mstep: Class 2 contains 1222 members 
Entering Unmasked Estep 
Score: -3968880.250000 Penalty: 4947.747070
	Iteration 33Q: 3 clusters Score -3968880 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20271 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -3968880.000000 Penalty: 4947.747070
	Iteration 34Q: 3 clusters Score -3968880 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20274 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -3968878.500000 Penalty: 4947.747070
	Iteration 35Q: 3 clusters Score -3968878 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3968877.250000 Penalty: 4947.747070
	Iteration 36Q: 3 clusters Score -3968877 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20276 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -3968875.000000 Penalty: 4947.747070
	Iteration 37Q: 3 clusters Score -3968875 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3968878.000000 Penalty: 4947.747070
	Iteration 38Q: 3 clusters Score -3968878 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20275 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -3968878.000000 Penalty: 4947.747070
	Iteration 39F: 3 clusters Score -3968878 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -11794.523438 Penalty: 1172.392212
	Iteration 0F: 2 clusters Score -11794.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 56 members 
Mstep: Class 2 contains 57 members 
Entering Unmasked Estep 
Score: -11134.607422 Penalty: 2344.784424
	Iteration 0F: 3 clusters Score -11134.61 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11280.929688 Penalty: 2344.784424
	Iteration 1F: 3 clusters Score -11280.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11297.893555 Penalty: 2344.784424
	Iteration 2Q: 3 clusters Score -11297.89 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11301.321289 Penalty: 2344.784424
	Iteration 3Q: 3 clusters Score -11301.32 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58 members 
Mstep: Class 2 contains 55 members 
Entering Unmasked Estep 
Score: -11301.321289 Penalty: 2344.784424
	Iteration 4F: 3 clusters Score -11301.32 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25395 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25395 members 
Entering Unmasked Estep 
Score: -4850164.000000 Penalty: 2515.292236
	Iteration 0F: 2 clusters Score -4850164 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12680 members 
Mstep: Class 2 contains 12715 members 
Entering Unmasked Estep 
Score: -4832836.500000 Penalty: 5030.584473
	Iteration 0F: 3 clusters Score -4832836 nChanged 11302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 13073 members 
Entering Unmasked Estep 
Score: -4838843.500000 Penalty: 5030.584473
	Iteration 1F: 3 clusters Score -4838844 nChanged 1279
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 13224 members 
Entering Unmasked Estep 
Score: -4839236.500000 Penalty: 5030.584473
	Iteration 2F: 3 clusters Score -4839236 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11959 members 
Mstep: Class 2 contains 13436 members 
Entering Unmasked Estep 
Score: -4839514.000000 Penalty: 5030.584473
	Iteration 3Q: 3 clusters Score -4839514 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11728 members 
Mstep: Class 2 contains 13667 members 
Entering Unmasked Estep 
Score: -4839759.000000 Penalty: 5030.584473
	Iteration 4Q: 3 clusters Score -4839759 nChanged 801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11419 members 
Mstep: Class 2 contains 13976 members 
Entering Unmasked Estep 
Score: -4839989.500000 Penalty: 5030.584473
	Iteration 5Q: 3 clusters Score -4839990 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11003 members 
Mstep: Class 2 contains 14392 members 
Entering Unmasked Estep 
Score: -4840219.500000 Penalty: 5030.584473
	Iteration 6Q: 3 clusters Score -4840220 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 14942 members 
Entering Unmasked Estep 
Score: -4840490.000000 Penalty: 5030.584473
	Iteration 7Q: 3 clusters Score -4840490 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9729 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -4840852.000000 Penalty: 5030.584473
	Iteration 8Q: 3 clusters Score -4840852 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8826 members 
Mstep: Class 2 contains 16569 members 
Entering Unmasked Estep 
Score: -4841278.000000 Penalty: 5030.584473
	Iteration 9Q: 3 clusters Score -4841278 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7762 members 
Mstep: Class 2 contains 17633 members 
Entering Unmasked Estep 
Score: -4841871.000000 Penalty: 5030.584473
	Iteration 10Q: 3 clusters Score -4841871 nChanged 1261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6541 members 
Mstep: Class 2 contains 18854 members 
Entering Unmasked Estep 
Score: -4842621.500000 Penalty: 5030.584473
	Iteration 11Q: 3 clusters Score -4842622 nChanged 1365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5196 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4843557.500000 Penalty: 5030.584473
	Iteration 12F: 3 clusters Score -4843558 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3794 members 
Mstep: Class 2 contains 21601 members 
Entering Unmasked Estep 
Score: -4844666.500000 Penalty: 5030.584473
	Iteration 13F: 3 clusters Score -4844666 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2506 members 
Mstep: Class 2 contains 22889 members 
Entering Unmasked Estep 
Score: -4845758.000000 Penalty: 5030.584473
	Iteration 14F: 3 clusters Score -4845758 nChanged 1024
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1486 members 
Mstep: Class 2 contains 23909 members 
Entering Unmasked Estep 
Score: -4846736.000000 Penalty: 5030.584473
	Iteration 15Q: 3 clusters Score -4846736 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 871 members 
Mstep: Class 2 contains 24524 members 
Entering Unmasked Estep 
Score: -4847283.000000 Penalty: 5030.584473
	Iteration 16Q: 3 clusters Score -4847283 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 24829 members 
Entering Unmasked Estep 
Score: -4847583.000000 Penalty: 5030.584473
	Iteration 17Q: 3 clusters Score -4847583 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 24970 members 
Entering Unmasked Estep 
Score: -4847750.500000 Penalty: 5030.584473
	Iteration 18Q: 3 clusters Score -4847750 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 25038 members 
Entering Unmasked Estep 
Score: -4847848.000000 Penalty: 5030.584473
	Iteration 19Q: 3 clusters Score -4847848 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 25067 members 
Entering Unmasked Estep 
Score: -4847889.000000 Penalty: 5030.584473
	Iteration 20F: 3 clusters Score -4847889 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 310 members 
Mstep: Class 2 contains 25085 members 
Entering Unmasked Estep 
Score: -4847910.500000 Penalty: 5030.584473
	Iteration 21Q: 3 clusters Score -4847910 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 25096 members 
Entering Unmasked Estep 
Score: -4847927.500000 Penalty: 5030.584473
	Iteration 22Q: 3 clusters Score -4847928 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 25106 members 
Entering Unmasked Estep 
Score: -4847942.500000 Penalty: 5030.584473
	Iteration 23Q: 3 clusters Score -4847942 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 284 members 
Mstep: Class 2 contains 25111 members 
Entering Unmasked Estep 
Score: -4847956.500000 Penalty: 5030.584473
	Iteration 24Q: 3 clusters Score -4847956 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4847975.500000 Penalty: 5030.584473
	Iteration 25Q: 3 clusters Score -4847976 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -4847974.000000 Penalty: 5030.584473
	Iteration 26Q: 3 clusters Score -4847974 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -4847977.500000 Penalty: 5030.584473
	Iteration 27Q: 3 clusters Score -4847978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 273 members 
Mstep: Class 2 contains 25122 members 
Entering Unmasked Estep 
Score: -4847977.500000 Penalty: 5030.584473
	Iteration 28F: 3 clusters Score -4847978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -73280.937500 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -73280.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 212 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -71807.070312 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -71807.07 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 205 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -72002.476562 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -72002.48 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 198 members 
Mstep: Class 2 contains 244 members 
Entering Unmasked Estep 
Score: -72070.164062 Penalty: 3021.289795
	Iteration 2F: 3 clusters Score -72070.16 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72110.937500 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -72110.94 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72143.585938 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -72143.59 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72189.601562 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -72189.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 187 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -72207.929688 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -72207.93 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 257 members 
Entering Unmasked Estep 
Score: -72213.148438 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -72213.15 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72234.195312 Penalty: 3021.289795
	Iteration 8Q: 3 clusters Score -72234.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72270.914062 Penalty: 3021.289795
	Iteration 9Q: 3 clusters Score -72270.91 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -72306.546875 Penalty: 3021.289795
	Iteration 10Q: 3 clusters Score -72306.55 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -72344.445312 Penalty: 3021.289795
	Iteration 11Q: 3 clusters Score -72344.45 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 184 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -72382.671875 Penalty: 3021.289795
	Iteration 12Q: 3 clusters Score -72382.67 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -72424.640625 Penalty: 3021.289795
	Iteration 13Q: 3 clusters Score -72424.64 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 194 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -72450.125000 Penalty: 3021.289795
	Iteration 14Q: 3 clusters Score -72450.12 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72473.125000 Penalty: 3021.289795
	Iteration 15Q: 3 clusters Score -72473.12 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 200 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -72482.234375 Penalty: 3021.289795
	Iteration 16Q: 3 clusters Score -72482.23 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72483.390625 Penalty: 3021.289795
	Iteration 17Q: 3 clusters Score -72483.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 199 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -72483.390625 Penalty: 3021.289795
	Iteration 18F: 3 clusters Score -72483.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -122666.273438 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -122666.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 378 members 
Mstep: Class 2 contains 361 members 
Entering Unmasked Estep 
Score: -120925.976562 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -120926 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 372 members 
Entering Unmasked Estep 
Score: -121155.539062 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -121155.5 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -121243.914062 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -121243.9 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -121285.921875 Penalty: 3276.227783
	Iteration 3Q: 3 clusters Score -121285.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -121303.500000 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -121303.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -121318.875000 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -121318.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -121334.773438 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -121334.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -121349.335938 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -121349.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -121361.929688 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -121361.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -121364.437500 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -121364.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 366 members 
Entering Unmasked Estep 
Score: -121364.437500 Penalty: 3276.227783
	Iteration 10F: 3 clusters Score -121364.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (46380 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46380 members 
Entering Unmasked Estep 
Score: -8939992.000000 Penalty: 2664.666504
	Iteration 0F: 2 clusters Score -8939992 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23158 members 
Mstep: Class 2 contains 23222 members 
Entering Unmasked Estep 
Score: -8913605.000000 Penalty: 5329.333008
	Iteration 0F: 3 clusters Score -8913605 nChanged 21411
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22665 members 
Mstep: Class 2 contains 23715 members 
Entering Unmasked Estep 
Score: -8925271.000000 Penalty: 5329.333008
	Iteration 1F: 3 clusters Score -8925271 nChanged 1993
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22202 members 
Mstep: Class 2 contains 24178 members 
Entering Unmasked Estep 
Score: -8925844.000000 Penalty: 5329.333008
	Iteration 2Q: 3 clusters Score -8925844 nChanged 1923
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21523 members 
Mstep: Class 2 contains 24857 members 
Entering Unmasked Estep 
Score: -8926325.000000 Penalty: 5329.333008
	Iteration 3Q: 3 clusters Score -8926325 nChanged 1927
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20582 members 
Mstep: Class 2 contains 25798 members 
Entering Unmasked Estep 
Score: -8926868.000000 Penalty: 5329.333008
	Iteration 4Q: 3 clusters Score -8926868 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19290 members 
Mstep: Class 2 contains 27090 members 
Entering Unmasked Estep 
Score: -8927608.000000 Penalty: 5329.333008
	Iteration 5Q: 3 clusters Score -8927608 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17526 members 
Mstep: Class 2 contains 28854 members 
Entering Unmasked Estep 
Score: -8928554.000000 Penalty: 5329.333008
	Iteration 6Q: 3 clusters Score -8928554 nChanged 2708
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15218 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -8929939.000000 Penalty: 5329.333008
	Iteration 7F: 3 clusters Score -8929939 nChanged 3022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12424 members 
Mstep: Class 2 contains 33956 members 
Entering Unmasked Estep 
Score: -8931772.000000 Penalty: 5329.333008
	Iteration 8F: 3 clusters Score -8931772 nChanged 3102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9490 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
Score: -8933775.000000 Penalty: 5329.333008
	Iteration 9F: 3 clusters Score -8933775 nChanged 2665
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6925 members 
Mstep: Class 2 contains 39455 members 
Entering Unmasked Estep 
Score: -8935718.000000 Penalty: 5329.333008
	Iteration 10F: 3 clusters Score -8935718 nChanged 2006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5027 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -8937113.000000 Penalty: 5329.333008
	Iteration 11Q: 3 clusters Score -8937113 nChanged 1407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 42660 members 
Entering Unmasked Estep 
Score: -8938001.000000 Penalty: 5329.333008
	Iteration 12Q: 3 clusters Score -8938001 nChanged 908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2960 members 
Mstep: Class 2 contains 43420 members 
Entering Unmasked Estep 
Score: -8938340.000000 Penalty: 5329.333008
	Iteration 13Q: 3 clusters Score -8938340 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2520 members 
Mstep: Class 2 contains 43860 members 
Entering Unmasked Estep 
Score: -8938566.000000 Penalty: 5329.333008
	Iteration 14Q: 3 clusters Score -8938566 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2237 members 
Mstep: Class 2 contains 44143 members 
Entering Unmasked Estep 
Score: -8938640.000000 Penalty: 5329.333008
	Iteration 15Q: 3 clusters Score -8938640 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 44329 members 
Entering Unmasked Estep 
Score: -8938717.000000 Penalty: 5329.333008
	Iteration 16Q: 3 clusters Score -8938717 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1909 members 
Mstep: Class 2 contains 44471 members 
Entering Unmasked Estep 
Score: -8938777.000000 Penalty: 5329.333008
	Iteration 17Q: 3 clusters Score -8938777 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1801 members 
Mstep: Class 2 contains 44579 members 
Entering Unmasked Estep 
Score: -8938808.000000 Penalty: 5329.333008
	Iteration 18Q: 3 clusters Score -8938808 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1708 members 
Mstep: Class 2 contains 44672 members 
Entering Unmasked Estep 
Score: -8938832.000000 Penalty: 5329.333008
	Iteration 19Q: 3 clusters Score -8938832 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 44749 members 
Entering Unmasked Estep 
Score: -8938826.000000 Penalty: 5329.333008
	Iteration 20F: 3 clusters Score -8938826 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 44809 members 
Entering Unmasked Estep 
Score: -8938823.000000 Penalty: 5329.333008
	Iteration 21Q: 3 clusters Score -8938823 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1512 members 
Mstep: Class 2 contains 44868 members 
Entering Unmasked Estep 
Score: -8938850.000000 Penalty: 5329.333008
	Iteration 22Q: 3 clusters Score -8938850 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Mstep: Class 2 contains 44919 members 
Entering Unmasked Estep 
Score: -8938844.000000 Penalty: 5329.333008
	Iteration 23Q: 3 clusters Score -8938844 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1418 members 
Mstep: Class 2 contains 44962 members 
Entering Unmasked Estep 
Score: -8938827.000000 Penalty: 5329.333008
	Iteration 24Q: 3 clusters Score -8938827 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1391 members 
Mstep: Class 2 contains 44989 members 
Entering Unmasked Estep 
Score: -8938831.000000 Penalty: 5329.333008
	Iteration 25Q: 3 clusters Score -8938831 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 45005 members 
Entering Unmasked Estep 
Score: -8938836.000000 Penalty: 5329.333008
	Iteration 26Q: 3 clusters Score -8938836 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1364 members 
Mstep: Class 2 contains 45016 members 
Entering Unmasked Estep 
Score: -8938844.000000 Penalty: 5329.333008
	Iteration 27Q: 3 clusters Score -8938844 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1345 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8938858.000000 Penalty: 5329.333008
	Iteration 28Q: 3 clusters Score -8938858 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1327 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8938863.000000 Penalty: 5329.333008
	Iteration 29Q: 3 clusters Score -8938863 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -8938858.000000 Penalty: 5329.333008
	Iteration 30Q: 3 clusters Score -8938858 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 45080 members 
Entering Unmasked Estep 
Score: -8938846.000000 Penalty: 5329.333008
	Iteration 31Q: 3 clusters Score -8938846 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1286 members 
Mstep: Class 2 contains 45094 members 
Entering Unmasked Estep 
Score: -8938828.000000 Penalty: 5329.333008
	Iteration 32Q: 3 clusters Score -8938828 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1276 members 
Mstep: Class 2 contains 45104 members 
Entering Unmasked Estep 
Score: -8938824.000000 Penalty: 5329.333008
	Iteration 33Q: 3 clusters Score -8938824 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8938804.000000 Penalty: 5329.333008
	Iteration 34Q: 3 clusters Score -8938804 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1262 members 
Mstep: Class 2 contains 45118 members 
Entering Unmasked Estep 
Score: -8938816.000000 Penalty: 5329.333008
	Iteration 35Q: 3 clusters Score -8938816 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1259 members 
Mstep: Class 2 contains 45121 members 
Entering Unmasked Estep 
Score: -8938815.000000 Penalty: 5329.333008
	Iteration 36Q: 3 clusters Score -8938815 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1255 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -8938815.000000 Penalty: 5329.333008
	Iteration 37Q: 3 clusters Score -8938815 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 45127 members 
Entering Unmasked Estep 
Score: -8938817.000000 Penalty: 5329.333008
	Iteration 38Q: 3 clusters Score -8938817 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1250 members 
Mstep: Class 2 contains 45130 members 
Entering Unmasked Estep 
Score: -8938810.000000 Penalty: 5329.333008
	Iteration 39Q: 3 clusters Score -8938810 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1247 members 
Mstep: Class 2 contains 45133 members 
Entering Unmasked Estep 
Score: -8938811.000000 Penalty: 5329.333008
	Iteration 40F: 3 clusters Score -8938811 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 45135 members 
Entering Unmasked Estep 
Score: -8938813.000000 Penalty: 5329.333008
	Iteration 41Q: 3 clusters Score -8938813 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1242 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -8938815.000000 Penalty: 5329.333008
	Iteration 42Q: 3 clusters Score -8938815 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1240 members 
Mstep: Class 2 contains 45140 members 
Entering Unmasked Estep 
Score: -8938808.000000 Penalty: 5329.333008
	Iteration 43Q: 3 clusters Score -8938808 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 45141 members 
Entering Unmasked Estep 
Score: -8938810.000000 Penalty: 5329.333008
	Iteration 44Q: 3 clusters Score -8938810 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1238 members 
Mstep: Class 2 contains 45142 members 
Entering Unmasked Estep 
Score: -8938807.000000 Penalty: 5329.333008
	Iteration 45Q: 3 clusters Score -8938807 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -8938807.000000 Penalty: 5329.333008
	Iteration 46Q: 3 clusters Score -8938807 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1237 members 
Mstep: Class 2 contains 45143 members 
Entering Unmasked Estep 
Score: -8938807.000000 Penalty: 5329.333008
	Iteration 47F: 3 clusters Score -8938807 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (23149 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23149 members 
Entering Unmasked Estep 
Score: -4603093.000000 Penalty: 2492.327148
	Iteration 0F: 2 clusters Score -4603093 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11588 members 
Mstep: Class 2 contains 11561 members 
Entering Unmasked Estep 
Score: -4587311.500000 Penalty: 4984.654297
	Iteration 0F: 3 clusters Score -4587312 nChanged 10256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11614 members 
Mstep: Class 2 contains 11535 members 
Entering Unmasked Estep 
Score: -4592619.000000 Penalty: 4984.654297
	Iteration 1F: 3 clusters Score -4592619 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11631 members 
Mstep: Class 2 contains 11518 members 
Entering Unmasked Estep 
Score: -4592953.000000 Penalty: 4984.654297
	Iteration 2Q: 3 clusters Score -4592953 nChanged 928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11677 members 
Mstep: Class 2 contains 11472 members 
Entering Unmasked Estep 
Score: -4593222.500000 Penalty: 4984.654297
	Iteration 3Q: 3 clusters Score -4593222 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -4593492.000000 Penalty: 4984.654297
	Iteration 4Q: 3 clusters Score -4593492 nChanged 806
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11695 members 
Mstep: Class 2 contains 11454 members 
Entering Unmasked Estep 
Score: -4593730.000000 Penalty: 4984.654297
	Iteration 5Q: 3 clusters Score -4593730 nChanged 740
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 11474 members 
Entering Unmasked Estep 
Score: -4593926.500000 Penalty: 4984.654297
	Iteration 6Q: 3 clusters Score -4593926 nChanged 696
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 11494 members 
Entering Unmasked Estep 
Score: -4594097.500000 Penalty: 4984.654297
	Iteration 7Q: 3 clusters Score -4594098 nChanged 600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11585 members 
Mstep: Class 2 contains 11564 members 
Entering Unmasked Estep 
Score: -4594256.000000 Penalty: 4984.654297
	Iteration 8Q: 3 clusters Score -4594256 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11477 members 
Mstep: Class 2 contains 11672 members 
Entering Unmasked Estep 
Score: -4594386.000000 Penalty: 4984.654297
	Iteration 9Q: 3 clusters Score -4594386 nChanged 502
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11361 members 
Mstep: Class 2 contains 11788 members 
Entering Unmasked Estep 
Score: -4594528.500000 Penalty: 4984.654297
	Iteration 10Q: 3 clusters Score -4594528 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 11973 members 
Entering Unmasked Estep 
Score: -4594645.000000 Penalty: 4984.654297
	Iteration 11Q: 3 clusters Score -4594645 nChanged 518
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10922 members 
Mstep: Class 2 contains 12227 members 
Entering Unmasked Estep 
Score: -4594781.000000 Penalty: 4984.654297
	Iteration 12Q: 3 clusters Score -4594781 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10632 members 
Mstep: Class 2 contains 12517 members 
Entering Unmasked Estep 
Score: -4594909.500000 Penalty: 4984.654297
	Iteration 13Q: 3 clusters Score -4594910 nChanged 537
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10227 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -4595103.000000 Penalty: 4984.654297
	Iteration 14Q: 3 clusters Score -4595103 nChanged 603
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9728 members 
Mstep: Class 2 contains 13421 members 
Entering Unmasked Estep 
Score: -4595301.500000 Penalty: 4984.654297
	Iteration 15Q: 3 clusters Score -4595302 nChanged 660
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9122 members 
Mstep: Class 2 contains 14027 members 
Entering Unmasked Estep 
Score: -4595550.500000 Penalty: 4984.654297
	Iteration 16Q: 3 clusters Score -4595550 nChanged 759
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8401 members 
Mstep: Class 2 contains 14748 members 
Entering Unmasked Estep 
Score: -4595897.000000 Penalty: 4984.654297
	Iteration 17Q: 3 clusters Score -4595897 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7497 members 
Mstep: Class 2 contains 15652 members 
Entering Unmasked Estep 
Score: -4596388.000000 Penalty: 4984.654297
	Iteration 18Q: 3 clusters Score -4596388 nChanged 1072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6445 members 
Mstep: Class 2 contains 16704 members 
Entering Unmasked Estep 
Score: -4596963.000000 Penalty: 4984.654297
	Iteration 19Q: 3 clusters Score -4596963 nChanged 1109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5342 members 
Mstep: Class 2 contains 17807 members 
Entering Unmasked Estep 
Score: -4597686.500000 Penalty: 4984.654297
	Iteration 20F: 3 clusters Score -4597686 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4213 members 
Mstep: Class 2 contains 18936 members 
Entering Unmasked Estep 
Score: -4598446.500000 Penalty: 4984.654297
	Iteration 21Q: 3 clusters Score -4598446 nChanged 1017
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 19945 members 
Entering Unmasked Estep 
Score: -4599184.000000 Penalty: 4984.654297
	Iteration 22Q: 3 clusters Score -4599184 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2394 members 
Mstep: Class 2 contains 20755 members 
Entering Unmasked Estep 
Score: -4599750.000000 Penalty: 4984.654297
	Iteration 23Q: 3 clusters Score -4599750 nChanged 591
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1811 members 
Mstep: Class 2 contains 21338 members 
Entering Unmasked Estep 
Score: -4600140.500000 Penalty: 4984.654297
	Iteration 24Q: 3 clusters Score -4600140 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 21718 members 
Entering Unmasked Estep 
Score: -4600407.500000 Penalty: 4984.654297
	Iteration 25Q: 3 clusters Score -4600408 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1183 members 
Mstep: Class 2 contains 21966 members 
Entering Unmasked Estep 
Score: -4600612.500000 Penalty: 4984.654297
	Iteration 26Q: 3 clusters Score -4600612 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1001 members 
Mstep: Class 2 contains 22148 members 
Entering Unmasked Estep 
Score: -4600741.000000 Penalty: 4984.654297
	Iteration 27Q: 3 clusters Score -4600741 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 890 members 
Mstep: Class 2 contains 22259 members 
Entering Unmasked Estep 
Score: -4600799.000000 Penalty: 4984.654297
	Iteration 28Q: 3 clusters Score -4600799 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -4600841.500000 Penalty: 4984.654297
	Iteration 29Q: 3 clusters Score -4600842 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 775 members 
Mstep: Class 2 contains 22374 members 
Entering Unmasked Estep 
Score: -4600875.500000 Penalty: 4984.654297
	Iteration 30Q: 3 clusters Score -4600876 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 731 members 
Mstep: Class 2 contains 22418 members 
Entering Unmasked Estep 
Score: -4600914.000000 Penalty: 4984.654297
	Iteration 31Q: 3 clusters Score -4600914 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 688 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -4600945.000000 Penalty: 4984.654297
	Iteration 32Q: 3 clusters Score -4600945 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 22481 members 
Entering Unmasked Estep 
Score: -4600967.000000 Penalty: 4984.654297
	Iteration 33Q: 3 clusters Score -4600967 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 654 members 
Mstep: Class 2 contains 22495 members 
Entering Unmasked Estep 
Score: -4600984.000000 Penalty: 4984.654297
	Iteration 34Q: 3 clusters Score -4600984 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -4600995.500000 Penalty: 4984.654297
	Iteration 35Q: 3 clusters Score -4600996 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 22522 members 
Entering Unmasked Estep 
Score: -4601003.500000 Penalty: 4984.654297
	Iteration 36Q: 3 clusters Score -4601004 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 22533 members 
Entering Unmasked Estep 
Score: -4601017.000000 Penalty: 4984.654297
	Iteration 37Q: 3 clusters Score -4601017 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 602 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -4601035.000000 Penalty: 4984.654297
	Iteration 38Q: 3 clusters Score -4601035 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 593 members 
Mstep: Class 2 contains 22556 members 
Entering Unmasked Estep 
Score: -4601043.000000 Penalty: 4984.654297
	Iteration 39Q: 3 clusters Score -4601043 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 22565 members 
Entering Unmasked Estep 
Score: -4601048.000000 Penalty: 4984.654297
	Iteration 40F: 3 clusters Score -4601048 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 577 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -4601053.000000 Penalty: 4984.654297
	Iteration 41Q: 3 clusters Score -4601053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -4601054.500000 Penalty: 4984.654297
	Iteration 42Q: 3 clusters Score -4601054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 22581 members 
Entering Unmasked Estep 
Score: -4601057.500000 Penalty: 4984.654297
	Iteration 43Q: 3 clusters Score -4601058 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -4601059.500000 Penalty: 4984.654297
	Iteration 44Q: 3 clusters Score -4601060 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 566 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -4601059.500000 Penalty: 4984.654297
	Iteration 45F: 3 clusters Score -4601060 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -21454.580078 Penalty: 1232.513672
	Iteration 0F: 2 clusters Score -21454.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 71 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -20608.082031 Penalty: 2465.027344
	Iteration 0F: 3 clusters Score -20608.08 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20631.150391 Penalty: 2465.027344
	Iteration 1Q: 3 clusters Score -20631.15 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20636.968750 Penalty: 2465.027344
	Iteration 2Q: 3 clusters Score -20636.97 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 66 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -20636.968750 Penalty: 2465.027344
	Iteration 3F: 3 clusters Score -20636.97 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (15772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15772 members 
Entering Unmasked Estep 
Score: -3167028.000000 Penalty: 2397.166016
	Iteration 0F: 2 clusters Score -3167028 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7799 members 
Mstep: Class 2 contains 7973 members 
Entering Unmasked Estep 
Score: -3155582.500000 Penalty: 4794.332031
	Iteration 0F: 3 clusters Score -3155582 nChanged 6812
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7463 members 
Mstep: Class 2 contains 8309 members 
Entering Unmasked Estep 
Score: -3159242.500000 Penalty: 4794.332031
	Iteration 1F: 3 clusters Score -3159242 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7262 members 
Mstep: Class 2 contains 8510 members 
Entering Unmasked Estep 
Score: -3159584.000000 Penalty: 4794.332031
	Iteration 2F: 3 clusters Score -3159584 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6996 members 
Mstep: Class 2 contains 8776 members 
Entering Unmasked Estep 
Score: -3159886.250000 Penalty: 4794.332031
	Iteration 3Q: 3 clusters Score -3159886 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6643 members 
Mstep: Class 2 contains 9129 members 
Entering Unmasked Estep 
Score: -3160106.500000 Penalty: 4794.332031
	Iteration 4Q: 3 clusters Score -3160106 nChanged 590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6189 members 
Mstep: Class 2 contains 9583 members 
Entering Unmasked Estep 
Score: -3160344.000000 Penalty: 4794.332031
	Iteration 5Q: 3 clusters Score -3160344 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 10150 members 
Entering Unmasked Estep 
Score: -3160645.000000 Penalty: 4794.332031
	Iteration 6Q: 3 clusters Score -3160645 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4956 members 
Mstep: Class 2 contains 10816 members 
Entering Unmasked Estep 
Score: -3161012.750000 Penalty: 4794.332031
	Iteration 7Q: 3 clusters Score -3161013 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4205 members 
Mstep: Class 2 contains 11567 members 
Entering Unmasked Estep 
Score: -3161485.750000 Penalty: 4794.332031
	Iteration 8Q: 3 clusters Score -3161486 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 12379 members 
Entering Unmasked Estep 
Score: -3162014.000000 Penalty: 4794.332031
	Iteration 9F: 3 clusters Score -3162014 nChanged 853
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2554 members 
Mstep: Class 2 contains 13218 members 
Entering Unmasked Estep 
Score: -3162728.500000 Penalty: 4794.332031
	Iteration 10F: 3 clusters Score -3162728 nChanged 769
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 13983 members 
Entering Unmasked Estep 
Score: -3163412.000000 Penalty: 4794.332031
	Iteration 11Q: 3 clusters Score -3163412 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 14594 members 
Entering Unmasked Estep 
Score: -3163996.000000 Penalty: 4794.332031
	Iteration 12Q: 3 clusters Score -3163996 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
Score: -3164359.750000 Penalty: 4794.332031
	Iteration 13Q: 3 clusters Score -3164360 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 576 members 
Mstep: Class 2 contains 15196 members 
Entering Unmasked Estep 
Score: -3164560.500000 Penalty: 4794.332031
	Iteration 14Q: 3 clusters Score -3164560 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 463 members 
Mstep: Class 2 contains 15309 members 
Entering Unmasked Estep 
Score: -3164684.250000 Penalty: 4794.332031
	Iteration 15Q: 3 clusters Score -3164684 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -3164754.000000 Penalty: 4794.332031
	Iteration 16Q: 3 clusters Score -3164754 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 15409 members 
Entering Unmasked Estep 
Score: -3164799.250000 Penalty: 4794.332031
	Iteration 17Q: 3 clusters Score -3164799 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 339 members 
Mstep: Class 2 contains 15433 members 
Entering Unmasked Estep 
Score: -3164833.750000 Penalty: 4794.332031
	Iteration 18Q: 3 clusters Score -3164834 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 15454 members 
Entering Unmasked Estep 
Score: -3164863.000000 Penalty: 4794.332031
	Iteration 19Q: 3 clusters Score -3164863 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 15460 members 
Entering Unmasked Estep 
Score: -3164875.500000 Penalty: 4794.332031
	Iteration 20F: 3 clusters Score -3164876 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 15468 members 
Entering Unmasked Estep 
Score: -3164888.250000 Penalty: 4794.332031
	Iteration 21Q: 3 clusters Score -3164888 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 15477 members 
Entering Unmasked Estep 
Score: -3164911.750000 Penalty: 4794.332031
	Iteration 22Q: 3 clusters Score -3164912 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -3164930.000000 Penalty: 4794.332031
	Iteration 23Q: 3 clusters Score -3164930 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 15490 members 
Entering Unmasked Estep 
Score: -3164943.000000 Penalty: 4794.332031
	Iteration 24Q: 3 clusters Score -3164943 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 15494 members 
Entering Unmasked Estep 
Score: -3164949.250000 Penalty: 4794.332031
	Iteration 25Q: 3 clusters Score -3164949 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 15495 members 
Entering Unmasked Estep 
Score: -3164952.500000 Penalty: 4794.332031
	Iteration 26Q: 3 clusters Score -3164952 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 275 members 
Mstep: Class 2 contains 15497 members 
Entering Unmasked Estep 
Score: -3164952.250000 Penalty: 4794.332031
	Iteration 27Q: 3 clusters Score -3164952 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3164954.500000 Penalty: 4794.332031
	Iteration 28Q: 3 clusters Score -3164954 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 15498 members 
Entering Unmasked Estep 
Score: -3164954.500000 Penalty: 4794.332031
	Iteration 29F: 3 clusters Score -3164954 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -105210.875000 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -105210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -103559.507812 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -103559.5 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -103793.687500 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -103793.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -103869.953125 Penalty: 3200.998047
	Iteration 2Q: 3 clusters Score -103870 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -103901.296875 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -103901.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 253 members 
Entering Unmasked Estep 
Score: -103931.390625 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -103931.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -103947.445312 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -103947.4 nChanged 7
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: -103958.859375 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -103958.9 nChanged 1
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: -103963.664062 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -103963.7 nChanged 4
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: -103988.312500 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -103988.3 nChanged 5
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: -104019.242188 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -104019.2 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -104042.273438 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -104042.3 nChanged 6
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: -104052.875000 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -104052.9 nChanged 7
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: -104085.703125 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -104085.7 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 234 members 
Entering Unmasked Estep 
Score: -104142.101562 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -104142.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 406 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -104158.742188 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -104158.7 nChanged 6
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: -104171.789062 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -104171.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 412 members 
Mstep: Class 2 contains 223 members 
Entering Unmasked Estep 
Score: -104186.359375 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -104186.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 414 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -104197.945312 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -104197.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 415 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -104206.851562 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -104206.9 nChanged 3
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: -104213.562500 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -104213.6 nChanged 3
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: -104222.757812 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -104222.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -104224.750000 Penalty: 3200.998047
	Iteration 21Q: 3 clusters Score -104224.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -104235.070312 Penalty: 3200.998047
	Iteration 22Q: 3 clusters Score -104235.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 423 members 
Mstep: Class 2 contains 212 members 
Entering Unmasked Estep 
Score: -104240.468750 Penalty: 3200.998047
	Iteration 23Q: 3 clusters Score -104240.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -104242.875000 Penalty: 3200.998047
	Iteration 24Q: 3 clusters Score -104242.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 425 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -104242.875000 Penalty: 3200.998047
	Iteration 25F: 3 clusters Score -104242.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -50156.011719 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -50156.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48838.066406 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -48838.07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 150 members 
Mstep: Class 2 contains 167 members 
Entering Unmasked Estep 
Score: -48951.863281 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -48951.86 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -48990.175781 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -48990.18 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48997.410156 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -48997.41 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 154 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -48997.410156 Penalty: 2856.415283
	Iteration 4F: 3 clusters Score -48997.41 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (26868 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26868 members 
Entering Unmasked Estep 
Score: -5353304.000000 Penalty: 2529.275391
	Iteration 0F: 2 clusters Score -5353304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13385 members 
Mstep: Class 2 contains 13483 members 
Entering Unmasked Estep 
Score: -5335316.000000 Penalty: 5058.550781
	Iteration 0F: 3 clusters Score -5335316 nChanged 11934
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12893 members 
Mstep: Class 2 contains 13975 members 
Entering Unmasked Estep 
Score: -5341773.500000 Penalty: 5058.550781
	Iteration 1F: 3 clusters Score -5341774 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 14319 members 
Entering Unmasked Estep 
Score: -5342247.500000 Penalty: 5058.550781
	Iteration 2F: 3 clusters Score -5342248 nChanged 1280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12077 members 
Mstep: Class 2 contains 14791 members 
Entering Unmasked Estep 
Score: -5342677.500000 Penalty: 5058.550781
	Iteration 3Q: 3 clusters Score -5342678 nChanged 1205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11402 members 
Mstep: Class 2 contains 15466 members 
Entering Unmasked Estep 
Score: -5343094.500000 Penalty: 5058.550781
	Iteration 4Q: 3 clusters Score -5343094 nChanged 1233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10549 members 
Mstep: Class 2 contains 16319 members 
Entering Unmasked Estep 
Score: -5343609.000000 Penalty: 5058.550781
	Iteration 5Q: 3 clusters Score -5343609 nChanged 1352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9503 members 
Mstep: Class 2 contains 17365 members 
Entering Unmasked Estep 
Score: -5344255.500000 Penalty: 5058.550781
	Iteration 6F: 3 clusters Score -5344256 nChanged 1404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8287 members 
Mstep: Class 2 contains 18581 members 
Entering Unmasked Estep 
Score: -5344954.500000 Penalty: 5058.550781
	Iteration 7F: 3 clusters Score -5344954 nChanged 1464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6951 members 
Mstep: Class 2 contains 19917 members 
Entering Unmasked Estep 
Score: -5345847.500000 Penalty: 5058.550781
	Iteration 8F: 3 clusters Score -5345848 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5576 members 
Mstep: Class 2 contains 21292 members 
Entering Unmasked Estep 
Score: -5346754.500000 Penalty: 5058.550781
	Iteration 9F: 3 clusters Score -5346754 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4195 members 
Mstep: Class 2 contains 22673 members 
Entering Unmasked Estep 
Score: -5347834.500000 Penalty: 5058.550781
	Iteration 10F: 3 clusters Score -5347834 nChanged 1293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 23956 members 
Entering Unmasked Estep 
Score: -5348808.000000 Penalty: 5058.550781
	Iteration 11Q: 3 clusters Score -5348808 nChanged 1045
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 24997 members 
Entering Unmasked Estep 
Score: -5349638.500000 Penalty: 5058.550781
	Iteration 12Q: 3 clusters Score -5349638 nChanged 753
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1120 members 
Mstep: Class 2 contains 25748 members 
Entering Unmasked Estep 
Score: -5350349.000000 Penalty: 5058.550781
	Iteration 13Q: 3 clusters Score -5350349 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 26205 members 
Entering Unmasked Estep 
Score: -5350736.500000 Penalty: 5058.550781
	Iteration 14Q: 3 clusters Score -5350736 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 26391 members 
Entering Unmasked Estep 
Score: -5350890.500000 Penalty: 5058.550781
	Iteration 15Q: 3 clusters Score -5350890 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26482 members 
Entering Unmasked Estep 
Score: -5350998.500000 Penalty: 5058.550781
	Iteration 16Q: 3 clusters Score -5350998 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 26532 members 
Entering Unmasked Estep 
Score: -5351052.000000 Penalty: 5058.550781
	Iteration 17Q: 3 clusters Score -5351052 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26553 members 
Entering Unmasked Estep 
Score: -5351079.500000 Penalty: 5058.550781
	Iteration 18Q: 3 clusters Score -5351080 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 26564 members 
Entering Unmasked Estep 
Score: -5351090.000000 Penalty: 5058.550781
	Iteration 19Q: 3 clusters Score -5351090 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 26569 members 
Entering Unmasked Estep 
Score: -5351101.000000 Penalty: 5058.550781
	Iteration 20F: 3 clusters Score -5351101 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 26576 members 
Entering Unmasked Estep 
Score: -5351104.000000 Penalty: 5058.550781
	Iteration 21Q: 3 clusters Score -5351104 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5351111.500000 Penalty: 5058.550781
	Iteration 22Q: 3 clusters Score -5351112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 26577 members 
Entering Unmasked Estep 
Score: -5351111.500000 Penalty: 5058.550781
	Iteration 23F: 3 clusters Score -5351112 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 18002 members 
Mstep: Class 2 contains 4916 members 
Mstep: Class 3 contains 32092 members 
Mstep: Class 4 contains 45736 members 
Mstep: Class 5 contains 24737 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42816 members 
Mstep: Class 8 contains 45142 members 
Mstep: Class 9 contains 52154 members 
Mstep: Class 10 contains 17052 members 
Mstep: Class 11 contains 24753 members 
Mstep: Class 12 contains 60189 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15176 members 
Mstep: Class 15 contains 8994 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44242 members 
Mstep: Class 18 contains 5291 members 
Mstep: Class 19 contains 5955 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29221 members 
Mstep: Class 22 contains 42504 members 
Mstep: Class 23 contains 27282 members 
Mstep: Class 24 contains 2905 members 
Mstep: Class 25 contains 6855 members 
Mstep: Class 26 contains 41780 members 
Mstep: Class 27 contains 54518 members 
Mstep: Class 28 contains 48288 members 
Mstep: Class 29 contains 3985 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 55331 members 
Mstep: Class 32 contains 26536 members 
Mstep: Class 33 contains 42203 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46305 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 29932 members 
Mstep: Class 40 contains 34588 members 
Mstep: Class 41 contains 21489 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25395 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46380 members 
Mstep: Class 47 contains 23149 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 15772 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975712.000000 Penalty: 179582.890625
Iteration 399Q: 53 clusters Score -2.079757e+08 nChanged 2508
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 4904 members 
Mstep: Class 3 contains 32119 members 
Mstep: Class 4 contains 45712 members 
Mstep: Class 5 contains 24907 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42833 members 
Mstep: Class 8 contains 45149 members 
Mstep: Class 9 contains 52064 members 
Mstep: Class 10 contains 17050 members 
Mstep: Class 11 contains 24766 members 
Mstep: Class 12 contains 60224 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15149 members 
Mstep: Class 15 contains 8997 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44277 members 
Mstep: Class 18 contains 5289 members 
Mstep: Class 19 contains 5951 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29210 members 
Mstep: Class 22 contains 42437 members 
Mstep: Class 23 contains 27262 members 
Mstep: Class 24 contains 2903 members 
Mstep: Class 25 contains 6853 members 
Mstep: Class 26 contains 41783 members 
Mstep: Class 27 contains 54507 members 
Mstep: Class 28 contains 48248 members 
Mstep: Class 29 contains 3984 members 
Mstep: Class 30 contains 8663 members 
Mstep: Class 31 contains 55308 members 
Mstep: Class 32 contains 26556 members 
Mstep: Class 33 contains 42202 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46344 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 30037 members 
Mstep: Class 40 contains 34762 members 
Mstep: Class 41 contains 21462 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25401 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46356 members 
Mstep: Class 47 contains 23171 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 15510 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26866 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975920.000000 Penalty: 179582.890625
Iteration 400F: 53 clusters Score -2.079759e+08 nChanged 2533
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17953 members 
Mstep: Class 2 contains 4900 members 
Mstep: Class 3 contains 32154 members 
Mstep: Class 4 contains 45696 members 
Mstep: Class 5 contains 25062 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42855 members 
Mstep: Class 8 contains 45137 members 
Mstep: Class 9 contains 51972 members 
Mstep: Class 10 contains 17045 members 
Mstep: Class 11 contains 24765 members 
Mstep: Class 12 contains 60262 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15107 members 
Mstep: Class 15 contains 9004 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44317 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 5945 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29227 members 
Mstep: Class 22 contains 42379 members 
Mstep: Class 23 contains 27266 members 
Mstep: Class 24 contains 2895 members 
Mstep: Class 25 contains 6854 members 
Mstep: Class 26 contains 41759 members 
Mstep: Class 27 contains 54505 members 
Mstep: Class 28 contains 48190 members 
Mstep: Class 29 contains 3983 members 
Mstep: Class 30 contains 8667 members 
Mstep: Class 31 contains 55266 members 
Mstep: Class 32 contains 26577 members 
Mstep: Class 33 contains 42204 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46352 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 30162 members 
Mstep: Class 40 contains 34916 members 
Mstep: Class 41 contains 21448 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25413 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46331 members 
Mstep: Class 47 contains 23196 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 15249 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26896 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207975136.000000 Penalty: 179582.890625
Iteration 401Q: 53 clusters Score -2.079751e+08 nChanged 2641
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17935 members 
Mstep: Class 2 contains 4898 members 
Mstep: Class 3 contains 32157 members 
Mstep: Class 4 contains 45677 members 
Mstep: Class 5 contains 25219 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42875 members 
Mstep: Class 8 contains 45136 members 
Mstep: Class 9 contains 51902 members 
Mstep: Class 10 contains 17030 members 
Mstep: Class 11 contains 24801 members 
Mstep: Class 12 contains 60295 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 15045 members 
Mstep: Class 15 contains 9006 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44342 members 
Mstep: Class 18 contains 5283 members 
Mstep: Class 19 contains 5940 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29265 members 
Mstep: Class 22 contains 42318 members 
Mstep: Class 23 contains 27273 members 
Mstep: Class 24 contains 2882 members 
Mstep: Class 25 contains 6853 members 
Mstep: Class 26 contains 41739 members 
Mstep: Class 27 contains 54493 members 
Mstep: Class 28 contains 48115 members 
Mstep: Class 29 contains 3983 members 
Mstep: Class 30 contains 8664 members 
Mstep: Class 31 contains 55225 members 
Mstep: Class 32 contains 26586 members 
Mstep: Class 33 contains 42214 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46350 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 30292 members 
Mstep: Class 40 contains 35094 members 
Mstep: Class 41 contains 21424 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25419 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46321 members 
Mstep: Class 47 contains 23199 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 15012 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26935 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974832.000000 Penalty: 179582.890625
Iteration 402Q: 53 clusters Score -2.079748e+08 nChanged 2636
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 4899 members 
Mstep: Class 3 contains 32184 members 
Mstep: Class 4 contains 45669 members 
Mstep: Class 5 contains 25362 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42876 members 
Mstep: Class 8 contains 45168 members 
Mstep: Class 9 contains 51831 members 
Mstep: Class 10 contains 17016 members 
Mstep: Class 11 contains 24834 members 
Mstep: Class 12 contains 60345 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14967 members 
Mstep: Class 15 contains 9001 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44340 members 
Mstep: Class 18 contains 5281 members 
Mstep: Class 19 contains 5935 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29268 members 
Mstep: Class 22 contains 42263 members 
Mstep: Class 23 contains 27270 members 
Mstep: Class 24 contains 2872 members 
Mstep: Class 25 contains 6854 members 
Mstep: Class 26 contains 41737 members 
Mstep: Class 27 contains 54459 members 
Mstep: Class 28 contains 48039 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 8672 members 
Mstep: Class 31 contains 55184 members 
Mstep: Class 32 contains 26601 members 
Mstep: Class 33 contains 42210 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46345 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 30468 members 
Mstep: Class 40 contains 35235 members 
Mstep: Class 41 contains 21402 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25433 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46319 members 
Mstep: Class 47 contains 23228 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 14743 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26987 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974672.000000 Penalty: 179582.890625
Iteration 403Q: 53 clusters Score -2.079747e+08 nChanged 2793
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17909 members 
Mstep: Class 2 contains 4887 members 
Mstep: Class 3 contains 32187 members 
Mstep: Class 4 contains 45649 members 
Mstep: Class 5 contains 25521 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42851 members 
Mstep: Class 8 contains 45205 members 
Mstep: Class 9 contains 51751 members 
Mstep: Class 10 contains 17009 members 
Mstep: Class 11 contains 24854 members 
Mstep: Class 12 contains 60404 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14898 members 
Mstep: Class 15 contains 8995 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44312 members 
Mstep: Class 18 contains 5283 members 
Mstep: Class 19 contains 5929 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29268 members 
Mstep: Class 22 contains 42195 members 
Mstep: Class 23 contains 27274 members 
Mstep: Class 24 contains 2860 members 
Mstep: Class 25 contains 6853 members 
Mstep: Class 26 contains 41732 members 
Mstep: Class 27 contains 54435 members 
Mstep: Class 28 contains 47992 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 8669 members 
Mstep: Class 31 contains 55156 members 
Mstep: Class 32 contains 26602 members 
Mstep: Class 33 contains 42215 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46373 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 30665 members 
Mstep: Class 40 contains 35400 members 
Mstep: Class 41 contains 21369 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25443 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46300 members 
Mstep: Class 47 contains 23256 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 14468 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27045 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974416.000000 Penalty: 179582.890625
Iteration 404Q: 53 clusters Score -2.079744e+08 nChanged 2941
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 4877 members 
Mstep: Class 3 contains 32171 members 
Mstep: Class 4 contains 45625 members 
Mstep: Class 5 contains 25686 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42804 members 
Mstep: Class 8 contains 45226 members 
Mstep: Class 9 contains 51648 members 
Mstep: Class 10 contains 16996 members 
Mstep: Class 11 contains 24871 members 
Mstep: Class 12 contains 60444 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14809 members 
Mstep: Class 15 contains 8991 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44323 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 5922 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29264 members 
Mstep: Class 22 contains 42132 members 
Mstep: Class 23 contains 27274 members 
Mstep: Class 24 contains 2853 members 
Mstep: Class 25 contains 6853 members 
Mstep: Class 26 contains 41723 members 
Mstep: Class 27 contains 54427 members 
Mstep: Class 28 contains 47964 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 8670 members 
Mstep: Class 31 contains 55124 members 
Mstep: Class 32 contains 26584 members 
Mstep: Class 33 contains 42215 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46414 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 30843 members 
Mstep: Class 40 contains 35614 members 
Mstep: Class 41 contains 21352 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25454 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46291 members 
Mstep: Class 47 contains 23269 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 14205 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27106 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974000.000000 Penalty: 179582.890625
Iteration 405Q: 53 clusters Score -2.07974e+08 nChanged 2964
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 4873 members 
Mstep: Class 3 contains 32170 members 
Mstep: Class 4 contains 45599 members 
Mstep: Class 5 contains 25868 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42768 members 
Mstep: Class 8 contains 45258 members 
Mstep: Class 9 contains 51556 members 
Mstep: Class 10 contains 16989 members 
Mstep: Class 11 contains 24890 members 
Mstep: Class 12 contains 60463 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14712 members 
Mstep: Class 15 contains 8987 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44317 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 5916 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29294 members 
Mstep: Class 22 contains 42089 members 
Mstep: Class 23 contains 27288 members 
Mstep: Class 24 contains 2840 members 
Mstep: Class 25 contains 6854 members 
Mstep: Class 26 contains 41718 members 
Mstep: Class 27 contains 54406 members 
Mstep: Class 28 contains 47915 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 8681 members 
Mstep: Class 31 contains 55082 members 
Mstep: Class 32 contains 26554 members 
Mstep: Class 33 contains 42219 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46430 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 30976 members 
Mstep: Class 40 contains 35865 members 
Mstep: Class 41 contains 21325 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25457 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46275 members 
Mstep: Class 47 contains 23272 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 13969 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27152 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974032.000000 Penalty: 179582.890625
Iteration 406Q: 53 clusters Score -2.07974e+08 nChanged 2930
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 4874 members 
Mstep: Class 3 contains 32198 members 
Mstep: Class 4 contains 45579 members 
Mstep: Class 5 contains 26038 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42742 members 
Mstep: Class 8 contains 45245 members 
Mstep: Class 9 contains 51465 members 
Mstep: Class 10 contains 16986 members 
Mstep: Class 11 contains 24904 members 
Mstep: Class 12 contains 60465 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14613 members 
Mstep: Class 15 contains 8982 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44319 members 
Mstep: Class 18 contains 5289 members 
Mstep: Class 19 contains 5911 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29313 members 
Mstep: Class 22 contains 42020 members 
Mstep: Class 23 contains 27282 members 
Mstep: Class 24 contains 2834 members 
Mstep: Class 25 contains 6855 members 
Mstep: Class 26 contains 41704 members 
Mstep: Class 27 contains 54395 members 
Mstep: Class 28 contains 47868 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 8687 members 
Mstep: Class 31 contains 55050 members 
Mstep: Class 32 contains 26553 members 
Mstep: Class 33 contains 42235 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46467 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 31149 members 
Mstep: Class 40 contains 36076 members 
Mstep: Class 41 contains 21303 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25460 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46266 members 
Mstep: Class 47 contains 23260 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 13724 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27208 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207974272.000000 Penalty: 179582.890625
Iteration 407Q: 53 clusters Score -2.079743e+08 nChanged 3077
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17891 members 
Mstep: Class 2 contains 4870 members 
Mstep: Class 3 contains 32218 members 
Mstep: Class 4 contains 45585 members 
Mstep: Class 5 contains 26243 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42716 members 
Mstep: Class 8 contains 45230 members 
Mstep: Class 9 contains 51372 members 
Mstep: Class 10 contains 16980 members 
Mstep: Class 11 contains 24893 members 
Mstep: Class 12 contains 60471 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14487 members 
Mstep: Class 15 contains 8974 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44301 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 5906 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29299 members 
Mstep: Class 22 contains 41965 members 
Mstep: Class 23 contains 27286 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41728 members 
Mstep: Class 27 contains 54393 members 
Mstep: Class 28 contains 47815 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 8693 members 
Mstep: Class 31 contains 55009 members 
Mstep: Class 32 contains 26524 members 
Mstep: Class 33 contains 42230 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1729 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46485 members 
Mstep: Class 38 contains 1079 members 
Mstep: Class 39 contains 31358 members 
Mstep: Class 40 contains 36295 members 
Mstep: Class 41 contains 21277 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25470 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46256 members 
Mstep: Class 47 contains 23276 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 13473 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27272 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973968.000000 Penalty: 179582.890625
Iteration 408Q: 53 clusters Score -2.07974e+08 nChanged 3154
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17886 members 
Mstep: Class 2 contains 4865 members 
Mstep: Class 3 contains 32229 members 
Mstep: Class 4 contains 45599 members 
Mstep: Class 5 contains 26438 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42703 members 
Mstep: Class 8 contains 45252 members 
Mstep: Class 9 contains 51294 members 
Mstep: Class 10 contains 16970 members 
Mstep: Class 11 contains 24896 members 
Mstep: Class 12 contains 60480 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14362 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44287 members 
Mstep: Class 18 contains 5290 members 
Mstep: Class 19 contains 5901 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29282 members 
Mstep: Class 22 contains 41910 members 
Mstep: Class 23 contains 27288 members 
Mstep: Class 24 contains 2820 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41720 members 
Mstep: Class 27 contains 54371 members 
Mstep: Class 28 contains 47748 members 
Mstep: Class 29 contains 3982 members 
Mstep: Class 30 contains 8686 members 
Mstep: Class 31 contains 54991 members 
Mstep: Class 32 contains 26495 members 
Mstep: Class 33 contains 42222 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46489 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 31601 members 
Mstep: Class 40 contains 36528 members 
Mstep: Class 41 contains 21254 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25483 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46236 members 
Mstep: Class 47 contains 23270 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 13207 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207973424.000000 Penalty: 179582.890625
Iteration 409Q: 53 clusters Score -2.079734e+08 nChanged 3275
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 4858 members 
Mstep: Class 3 contains 32241 members 
Mstep: Class 4 contains 45604 members 
Mstep: Class 5 contains 26630 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42684 members 
Mstep: Class 8 contains 45260 members 
Mstep: Class 9 contains 51183 members 
Mstep: Class 10 contains 16971 members 
Mstep: Class 11 contains 24921 members 
Mstep: Class 12 contains 60502 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14223 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44288 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 5893 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29254 members 
Mstep: Class 22 contains 41861 members 
Mstep: Class 23 contains 27281 members 
Mstep: Class 24 contains 2812 members 
Mstep: Class 25 contains 6856 members 
Mstep: Class 26 contains 41699 members 
Mstep: Class 27 contains 54361 members 
Mstep: Class 28 contains 47712 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8702 members 
Mstep: Class 31 contains 54943 members 
Mstep: Class 32 contains 26459 members 
Mstep: Class 33 contains 42234 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46507 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 31798 members 
Mstep: Class 40 contains 36754 members 
Mstep: Class 41 contains 21225 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25492 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46219 members 
Mstep: Class 47 contains 23266 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12961 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27425 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972800.000000 Penalty: 179582.890625
Iteration 410Q: 53 clusters Score -2.079728e+08 nChanged 3342
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 4851 members 
Mstep: Class 3 contains 32242 members 
Mstep: Class 4 contains 45615 members 
Mstep: Class 5 contains 26859 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42671 members 
Mstep: Class 8 contains 45268 members 
Mstep: Class 9 contains 51038 members 
Mstep: Class 10 contains 16970 members 
Mstep: Class 11 contains 24972 members 
Mstep: Class 12 contains 60496 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 14053 members 
Mstep: Class 15 contains 8968 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44305 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 5884 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29235 members 
Mstep: Class 22 contains 41854 members 
Mstep: Class 23 contains 27283 members 
Mstep: Class 24 contains 2808 members 
Mstep: Class 25 contains 6860 members 
Mstep: Class 26 contains 41676 members 
Mstep: Class 27 contains 54338 members 
Mstep: Class 28 contains 47671 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8709 members 
Mstep: Class 31 contains 54920 members 
Mstep: Class 32 contains 26394 members 
Mstep: Class 33 contains 42232 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46505 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 31986 members 
Mstep: Class 40 contains 36998 members 
Mstep: Class 41 contains 21198 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25496 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46193 members 
Mstep: Class 47 contains 23239 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12745 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27520 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972912.000000 Penalty: 179582.890625
Iteration 411Q: 53 clusters Score -2.079729e+08 nChanged 3522
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 4843 members 
Mstep: Class 3 contains 32269 members 
Mstep: Class 4 contains 45633 members 
Mstep: Class 5 contains 27086 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42652 members 
Mstep: Class 8 contains 45264 members 
Mstep: Class 9 contains 50882 members 
Mstep: Class 10 contains 16964 members 
Mstep: Class 11 contains 25029 members 
Mstep: Class 12 contains 60482 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 13880 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44307 members 
Mstep: Class 18 contains 5288 members 
Mstep: Class 19 contains 5880 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29228 members 
Mstep: Class 22 contains 41832 members 
Mstep: Class 23 contains 27261 members 
Mstep: Class 24 contains 2816 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 41657 members 
Mstep: Class 27 contains 54329 members 
Mstep: Class 28 contains 47606 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8714 members 
Mstep: Class 31 contains 54883 members 
Mstep: Class 32 contains 26326 members 
Mstep: Class 33 contains 42252 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46495 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 32233 members 
Mstep: Class 40 contains 37309 members 
Mstep: Class 41 contains 21173 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25501 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46196 members 
Mstep: Class 47 contains 23215 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12491 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972864.000000 Penalty: 179582.890625
Iteration 412Q: 53 clusters Score -2.079729e+08 nChanged 3613
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 32294 members 
Mstep: Class 4 contains 45612 members 
Mstep: Class 5 contains 27312 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42627 members 
Mstep: Class 8 contains 45281 members 
Mstep: Class 9 contains 50743 members 
Mstep: Class 10 contains 16965 members 
Mstep: Class 11 contains 25083 members 
Mstep: Class 12 contains 60501 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 13685 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44321 members 
Mstep: Class 18 contains 5286 members 
Mstep: Class 19 contains 5867 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29190 members 
Mstep: Class 22 contains 41809 members 
Mstep: Class 23 contains 27249 members 
Mstep: Class 24 contains 2815 members 
Mstep: Class 25 contains 6860 members 
Mstep: Class 26 contains 41647 members 
Mstep: Class 27 contains 54308 members 
Mstep: Class 28 contains 47535 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 54849 members 
Mstep: Class 32 contains 26272 members 
Mstep: Class 33 contains 42265 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46523 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 32489 members 
Mstep: Class 40 contains 37597 members 
Mstep: Class 41 contains 21150 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25500 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46193 members 
Mstep: Class 47 contains 23193 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12232 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27566 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207972176.000000 Penalty: 179582.890625
Iteration 413Q: 53 clusters Score -2.079722e+08 nChanged 3690
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17869 members 
Mstep: Class 2 contains 4840 members 
Mstep: Class 3 contains 32298 members 
Mstep: Class 4 contains 45596 members 
Mstep: Class 5 contains 27563 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42611 members 
Mstep: Class 8 contains 45276 members 
Mstep: Class 9 contains 50556 members 
Mstep: Class 10 contains 16960 members 
Mstep: Class 11 contains 25160 members 
Mstep: Class 12 contains 60533 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 13473 members 
Mstep: Class 15 contains 8967 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44330 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 5857 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29148 members 
Mstep: Class 22 contains 41781 members 
Mstep: Class 23 contains 27236 members 
Mstep: Class 24 contains 2807 members 
Mstep: Class 25 contains 6860 members 
Mstep: Class 26 contains 41631 members 
Mstep: Class 27 contains 54303 members 
Mstep: Class 28 contains 47493 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8716 members 
Mstep: Class 31 contains 54812 members 
Mstep: Class 32 contains 26246 members 
Mstep: Class 33 contains 42282 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46546 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 32749 members 
Mstep: Class 40 contains 37912 members 
Mstep: Class 41 contains 21123 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25495 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46171 members 
Mstep: Class 47 contains 23152 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11965 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27613 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971792.000000 Penalty: 179582.890625
Iteration 414Q: 53 clusters Score -2.079718e+08 nChanged 3685
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 4834 members 
Mstep: Class 3 contains 32335 members 
Mstep: Class 4 contains 45580 members 
Mstep: Class 5 contains 27798 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42615 members 
Mstep: Class 8 contains 45278 members 
Mstep: Class 9 contains 50383 members 
Mstep: Class 10 contains 16959 members 
Mstep: Class 11 contains 25246 members 
Mstep: Class 12 contains 60547 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 13262 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44320 members 
Mstep: Class 18 contains 5287 members 
Mstep: Class 19 contains 5850 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29109 members 
Mstep: Class 22 contains 41736 members 
Mstep: Class 23 contains 27219 members 
Mstep: Class 24 contains 2808 members 
Mstep: Class 25 contains 6859 members 
Mstep: Class 26 contains 41628 members 
Mstep: Class 27 contains 54286 members 
Mstep: Class 28 contains 47452 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8710 members 
Mstep: Class 31 contains 54781 members 
Mstep: Class 32 contains 26195 members 
Mstep: Class 33 contains 42294 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1728 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46543 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 32946 members 
Mstep: Class 40 contains 38218 members 
Mstep: Class 41 contains 21098 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25498 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46174 members 
Mstep: Class 47 contains 23121 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11768 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27642 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971280.000000 Penalty: 179582.890625
Iteration 415Q: 53 clusters Score -2.079713e+08 nChanged 3625
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 4837 members 
Mstep: Class 3 contains 32329 members 
Mstep: Class 4 contains 45558 members 
Mstep: Class 5 contains 28086 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42588 members 
Mstep: Class 8 contains 45294 members 
Mstep: Class 9 contains 50212 members 
Mstep: Class 10 contains 16947 members 
Mstep: Class 11 contains 25323 members 
Mstep: Class 12 contains 60561 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 13054 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44284 members 
Mstep: Class 18 contains 5284 members 
Mstep: Class 19 contains 5845 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29082 members 
Mstep: Class 22 contains 41693 members 
Mstep: Class 23 contains 27203 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 6861 members 
Mstep: Class 26 contains 41642 members 
Mstep: Class 27 contains 54290 members 
Mstep: Class 28 contains 47387 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8715 members 
Mstep: Class 31 contains 54741 members 
Mstep: Class 32 contains 26136 members 
Mstep: Class 33 contains 42294 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1727 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46568 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 33129 members 
Mstep: Class 40 contains 38501 members 
Mstep: Class 41 contains 21078 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25503 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46177 members 
Mstep: Class 47 contains 23067 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11590 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27704 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207971136.000000 Penalty: 179582.890625
Iteration 416Q: 53 clusters Score -2.079711e+08 nChanged 3657
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17873 members 
Mstep: Class 2 contains 4835 members 
Mstep: Class 3 contains 32330 members 
Mstep: Class 4 contains 45538 members 
Mstep: Class 5 contains 28348 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42553 members 
Mstep: Class 8 contains 45304 members 
Mstep: Class 9 contains 50043 members 
Mstep: Class 10 contains 16933 members 
Mstep: Class 11 contains 25415 members 
Mstep: Class 12 contains 60557 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 12836 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44256 members 
Mstep: Class 18 contains 5281 members 
Mstep: Class 19 contains 5835 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29059 members 
Mstep: Class 22 contains 41633 members 
Mstep: Class 23 contains 27202 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 6862 members 
Mstep: Class 26 contains 41656 members 
Mstep: Class 27 contains 54277 members 
Mstep: Class 28 contains 47341 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8733 members 
Mstep: Class 31 contains 54719 members 
Mstep: Class 32 contains 26094 members 
Mstep: Class 33 contains 42305 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46586 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 33310 members 
Mstep: Class 40 contains 38831 members 
Mstep: Class 41 contains 21053 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25506 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46184 members 
Mstep: Class 47 contains 22987 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11434 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27734 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970576.000000 Penalty: 179582.890625
Iteration 417Q: 53 clusters Score -2.079706e+08 nChanged 3539
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17875 members 
Mstep: Class 2 contains 4844 members 
Mstep: Class 3 contains 32337 members 
Mstep: Class 4 contains 45505 members 
Mstep: Class 5 contains 28613 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42517 members 
Mstep: Class 8 contains 45301 members 
Mstep: Class 9 contains 49872 members 
Mstep: Class 10 contains 16915 members 
Mstep: Class 11 contains 25492 members 
Mstep: Class 12 contains 60575 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 12655 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44239 members 
Mstep: Class 18 contains 5282 members 
Mstep: Class 19 contains 5829 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29041 members 
Mstep: Class 22 contains 41587 members 
Mstep: Class 23 contains 27181 members 
Mstep: Class 24 contains 2814 members 
Mstep: Class 25 contains 6864 members 
Mstep: Class 26 contains 41664 members 
Mstep: Class 27 contains 54264 members 
Mstep: Class 28 contains 47292 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8730 members 
Mstep: Class 31 contains 54708 members 
Mstep: Class 32 contains 26068 members 
Mstep: Class 33 contains 42328 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1726 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46607 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 33484 members 
Mstep: Class 40 contains 39120 members 
Mstep: Class 41 contains 21025 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25507 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46182 members 
Mstep: Class 47 contains 22875 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11281 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27784 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207970480.000000 Penalty: 179582.890625
Iteration 418Q: 53 clusters Score -2.079705e+08 nChanged 3472
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17882 members 
Mstep: Class 2 contains 4848 members 
Mstep: Class 3 contains 32366 members 
Mstep: Class 4 contains 45500 members 
Mstep: Class 5 contains 28824 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42495 members 
Mstep: Class 8 contains 45298 members 
Mstep: Class 9 contains 49751 members 
Mstep: Class 10 contains 16907 members 
Mstep: Class 11 contains 25575 members 
Mstep: Class 12 contains 60619 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 12478 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44242 members 
Mstep: Class 18 contains 5278 members 
Mstep: Class 19 contains 5823 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 29000 members 
Mstep: Class 22 contains 41547 members 
Mstep: Class 23 contains 27155 members 
Mstep: Class 24 contains 2821 members 
Mstep: Class 25 contains 6864 members 
Mstep: Class 26 contains 41692 members 
Mstep: Class 27 contains 54246 members 
Mstep: Class 28 contains 47205 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8737 members 
Mstep: Class 31 contains 54705 members 
Mstep: Class 32 contains 26031 members 
Mstep: Class 33 contains 42332 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1725 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46635 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 33625 members 
Mstep: Class 40 contains 39386 members 
Mstep: Class 41 contains 21010 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25508 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46146 members 
Mstep: Class 47 contains 22765 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11144 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27817 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207969696.000000 Penalty: 179582.890625
Iteration 419Q: 53 clusters Score -2.079697e+08 nChanged 3427
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 4860 members 
Mstep: Class 3 contains 32362 members 
Mstep: Class 4 contains 45491 members 
Mstep: Class 5 contains 29030 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42488 members 
Mstep: Class 8 contains 45294 members 
Mstep: Class 9 contains 49619 members 
Mstep: Class 10 contains 16897 members 
Mstep: Class 11 contains 25656 members 
Mstep: Class 12 contains 60646 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 12285 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44239 members 
Mstep: Class 18 contains 5274 members 
Mstep: Class 19 contains 5818 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28983 members 
Mstep: Class 22 contains 41506 members 
Mstep: Class 23 contains 27132 members 
Mstep: Class 24 contains 2819 members 
Mstep: Class 25 contains 6864 members 
Mstep: Class 26 contains 41718 members 
Mstep: Class 27 contains 54232 members 
Mstep: Class 28 contains 47126 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8745 members 
Mstep: Class 31 contains 54702 members 
Mstep: Class 32 contains 26003 members 
Mstep: Class 33 contains 42337 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1725 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46650 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 33713 members 
Mstep: Class 40 contains 39697 members 
Mstep: Class 41 contains 20993 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25501 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46132 members 
Mstep: Class 47 contains 22653 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11041 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27863 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207969312.000000 Penalty: 179582.890625
Iteration 420F: 53 clusters Score -2.079693e+08 nChanged 3465
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 4871 members 
Mstep: Class 3 contains 32374 members 
Mstep: Class 4 contains 45478 members 
Mstep: Class 5 contains 29270 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42473 members 
Mstep: Class 8 contains 45297 members 
Mstep: Class 9 contains 49477 members 
Mstep: Class 10 contains 16889 members 
Mstep: Class 11 contains 25727 members 
Mstep: Class 12 contains 60665 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 12079 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44244 members 
Mstep: Class 18 contains 5278 members 
Mstep: Class 19 contains 5814 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28923 members 
Mstep: Class 22 contains 41473 members 
Mstep: Class 23 contains 27109 members 
Mstep: Class 24 contains 2819 members 
Mstep: Class 25 contains 6864 members 
Mstep: Class 26 contains 41733 members 
Mstep: Class 27 contains 54222 members 
Mstep: Class 28 contains 47020 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8747 members 
Mstep: Class 31 contains 54699 members 
Mstep: Class 32 contains 25981 members 
Mstep: Class 33 contains 42335 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1724 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46690 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 33850 members 
Mstep: Class 40 contains 39959 members 
Mstep: Class 41 contains 20978 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25500 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46135 members 
Mstep: Class 47 contains 22488 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10930 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27975 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207968592.000000 Penalty: 179582.890625
Iteration 421Q: 53 clusters Score -2.079686e+08 nChanged 3421
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 4869 members 
Mstep: Class 3 contains 32384 members 
Mstep: Class 4 contains 45484 members 
Mstep: Class 5 contains 29544 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42452 members 
Mstep: Class 8 contains 45301 members 
Mstep: Class 9 contains 49337 members 
Mstep: Class 10 contains 16883 members 
Mstep: Class 11 contains 25803 members 
Mstep: Class 12 contains 60668 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 11882 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44224 members 
Mstep: Class 18 contains 5278 members 
Mstep: Class 19 contains 5810 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28864 members 
Mstep: Class 22 contains 41429 members 
Mstep: Class 23 contains 27103 members 
Mstep: Class 24 contains 2819 members 
Mstep: Class 25 contains 6864 members 
Mstep: Class 26 contains 41763 members 
Mstep: Class 27 contains 54214 members 
Mstep: Class 28 contains 46914 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8758 members 
Mstep: Class 31 contains 54707 members 
Mstep: Class 32 contains 25997 members 
Mstep: Class 33 contains 42327 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46710 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 33919 members 
Mstep: Class 40 contains 40215 members 
Mstep: Class 41 contains 20960 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25499 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46107 members 
Mstep: Class 47 contains 22313 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10868 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207968128.000000 Penalty: 179582.890625
Iteration 422Q: 53 clusters Score -2.079681e+08 nChanged 3559
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 4883 members 
Mstep: Class 3 contains 32379 members 
Mstep: Class 4 contains 45522 members 
Mstep: Class 5 contains 29837 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42427 members 
Mstep: Class 8 contains 45324 members 
Mstep: Class 9 contains 49171 members 
Mstep: Class 10 contains 16873 members 
Mstep: Class 11 contains 25891 members 
Mstep: Class 12 contains 60665 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 11705 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44198 members 
Mstep: Class 18 contains 5277 members 
Mstep: Class 19 contains 5803 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28801 members 
Mstep: Class 22 contains 41391 members 
Mstep: Class 23 contains 27083 members 
Mstep: Class 24 contains 2819 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 41770 members 
Mstep: Class 27 contains 54195 members 
Mstep: Class 28 contains 46834 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8762 members 
Mstep: Class 31 contains 54708 members 
Mstep: Class 32 contains 25991 members 
Mstep: Class 33 contains 42330 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46721 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 33975 members 
Mstep: Class 40 contains 40470 members 
Mstep: Class 41 contains 20939 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25503 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46074 members 
Mstep: Class 47 contains 22092 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10815 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28268 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207967760.000000 Penalty: 179582.890625
Iteration 423Q: 53 clusters Score -2.079678e+08 nChanged 3542
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 32397 members 
Mstep: Class 4 contains 45549 members 
Mstep: Class 5 contains 30134 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42409 members 
Mstep: Class 8 contains 45317 members 
Mstep: Class 9 contains 48978 members 
Mstep: Class 10 contains 16851 members 
Mstep: Class 11 contains 25978 members 
Mstep: Class 12 contains 60674 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 11517 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44164 members 
Mstep: Class 18 contains 5276 members 
Mstep: Class 19 contains 5795 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28727 members 
Mstep: Class 22 contains 41404 members 
Mstep: Class 23 contains 27071 members 
Mstep: Class 24 contains 2823 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 41775 members 
Mstep: Class 27 contains 54177 members 
Mstep: Class 28 contains 46751 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8773 members 
Mstep: Class 31 contains 54723 members 
Mstep: Class 32 contains 26016 members 
Mstep: Class 33 contains 42335 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46731 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 33992 members 
Mstep: Class 40 contains 40727 members 
Mstep: Class 41 contains 20927 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25507 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46045 members 
Mstep: Class 47 contains 21880 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10793 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28414 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207967280.000000 Penalty: 179582.890625
Iteration 424Q: 53 clusters Score -2.079673e+08 nChanged 3508
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 4878 members 
Mstep: Class 3 contains 32418 members 
Mstep: Class 4 contains 45579 members 
Mstep: Class 5 contains 30455 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42381 members 
Mstep: Class 8 contains 45303 members 
Mstep: Class 9 contains 48798 members 
Mstep: Class 10 contains 16841 members 
Mstep: Class 11 contains 26057 members 
Mstep: Class 12 contains 60654 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 11340 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44163 members 
Mstep: Class 18 contains 5277 members 
Mstep: Class 19 contains 5785 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28670 members 
Mstep: Class 22 contains 41412 members 
Mstep: Class 23 contains 27062 members 
Mstep: Class 24 contains 2830 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 41765 members 
Mstep: Class 27 contains 54165 members 
Mstep: Class 28 contains 46650 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8776 members 
Mstep: Class 31 contains 54727 members 
Mstep: Class 32 contains 26045 members 
Mstep: Class 33 contains 42365 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1723 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46740 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 33985 members 
Mstep: Class 40 contains 41005 members 
Mstep: Class 41 contains 20908 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25508 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 46019 members 
Mstep: Class 47 contains 21626 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10801 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28516 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207967568.000000 Penalty: 179582.890625
Iteration 425Q: 53 clusters Score -2.079676e+08 nChanged 3487
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 4880 members 
Mstep: Class 3 contains 32429 members 
Mstep: Class 4 contains 45612 members 
Mstep: Class 5 contains 30779 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42347 members 
Mstep: Class 8 contains 45293 members 
Mstep: Class 9 contains 48593 members 
Mstep: Class 10 contains 16831 members 
Mstep: Class 11 contains 26141 members 
Mstep: Class 12 contains 60655 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 11185 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44128 members 
Mstep: Class 18 contains 5264 members 
Mstep: Class 19 contains 5771 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28595 members 
Mstep: Class 22 contains 41405 members 
Mstep: Class 23 contains 27057 members 
Mstep: Class 24 contains 2835 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 41766 members 
Mstep: Class 27 contains 54172 members 
Mstep: Class 28 contains 46566 members 
Mstep: Class 29 contains 3981 members 
Mstep: Class 30 contains 8787 members 
Mstep: Class 31 contains 54742 members 
Mstep: Class 32 contains 26083 members 
Mstep: Class 33 contains 42370 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1722 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46762 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 33963 members 
Mstep: Class 40 contains 41326 members 
Mstep: Class 41 contains 20879 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25516 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45998 members 
Mstep: Class 47 contains 21330 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10828 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28619 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207966688.000000 Penalty: 179582.890625
Iteration 426Q: 53 clusters Score -2.079667e+08 nChanged 3458
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17890 members 
Mstep: Class 2 contains 4876 members 
Mstep: Class 3 contains 32450 members 
Mstep: Class 4 contains 45622 members 
Mstep: Class 5 contains 31087 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42316 members 
Mstep: Class 8 contains 45273 members 
Mstep: Class 9 contains 48382 members 
Mstep: Class 10 contains 16820 members 
Mstep: Class 11 contains 26260 members 
Mstep: Class 12 contains 60662 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 11045 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44119 members 
Mstep: Class 18 contains 5254 members 
Mstep: Class 19 contains 5760 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28534 members 
Mstep: Class 22 contains 41420 members 
Mstep: Class 23 contains 27053 members 
Mstep: Class 24 contains 2844 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 41768 members 
Mstep: Class 27 contains 54182 members 
Mstep: Class 28 contains 46488 members 
Mstep: Class 29 contains 3980 members 
Mstep: Class 30 contains 8784 members 
Mstep: Class 31 contains 54752 members 
Mstep: Class 32 contains 26119 members 
Mstep: Class 33 contains 42373 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1722 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46756 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 34019 members 
Mstep: Class 40 contains 41597 members 
Mstep: Class 41 contains 20855 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25525 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45996 members 
Mstep: Class 47 contains 21057 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10844 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28617 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207966640.000000 Penalty: 179582.890625
Iteration 427Q: 53 clusters Score -2.079666e+08 nChanged 3551
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17893 members 
Mstep: Class 2 contains 4865 members 
Mstep: Class 3 contains 32449 members 
Mstep: Class 4 contains 45633 members 
Mstep: Class 5 contains 31390 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42301 members 
Mstep: Class 8 contains 45289 members 
Mstep: Class 9 contains 48178 members 
Mstep: Class 10 contains 16811 members 
Mstep: Class 11 contains 26373 members 
Mstep: Class 12 contains 60668 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 10897 members 
Mstep: Class 15 contains 8959 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44112 members 
Mstep: Class 18 contains 5248 members 
Mstep: Class 19 contains 5747 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28479 members 
Mstep: Class 22 contains 41406 members 
Mstep: Class 23 contains 27043 members 
Mstep: Class 24 contains 2846 members 
Mstep: Class 25 contains 6868 members 
Mstep: Class 26 contains 41784 members 
Mstep: Class 27 contains 54191 members 
Mstep: Class 28 contains 46410 members 
Mstep: Class 29 contains 3980 members 
Mstep: Class 30 contains 8793 members 
Mstep: Class 31 contains 54756 members 
Mstep: Class 32 contains 26167 members 
Mstep: Class 33 contains 42364 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46760 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 34111 members 
Mstep: Class 40 contains 41897 members 
Mstep: Class 41 contains 20844 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25532 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45977 members 
Mstep: Class 47 contains 20804 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10836 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28546 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207966048.000000 Penalty: 179582.890625
Iteration 428Q: 53 clusters Score -2.07966e+08 nChanged 3656
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 4865 members 
Mstep: Class 3 contains 32454 members 
Mstep: Class 4 contains 45640 members 
Mstep: Class 5 contains 31732 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42290 members 
Mstep: Class 8 contains 45316 members 
Mstep: Class 9 contains 47979 members 
Mstep: Class 10 contains 16806 members 
Mstep: Class 11 contains 26497 members 
Mstep: Class 12 contains 60677 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 10744 members 
Mstep: Class 15 contains 8958 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44049 members 
Mstep: Class 18 contains 5243 members 
Mstep: Class 19 contains 5737 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28434 members 
Mstep: Class 22 contains 41435 members 
Mstep: Class 23 contains 27028 members 
Mstep: Class 24 contains 2851 members 
Mstep: Class 25 contains 6868 members 
Mstep: Class 26 contains 41790 members 
Mstep: Class 27 contains 54182 members 
Mstep: Class 28 contains 46313 members 
Mstep: Class 29 contains 3980 members 
Mstep: Class 30 contains 8799 members 
Mstep: Class 31 contains 54788 members 
Mstep: Class 32 contains 26197 members 
Mstep: Class 33 contains 42355 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46745 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 34200 members 
Mstep: Class 40 contains 42143 members 
Mstep: Class 41 contains 20819 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25537 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45955 members 
Mstep: Class 47 contains 20568 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10841 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28494 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965552.000000 Penalty: 179582.890625
Iteration 429Q: 53 clusters Score -2.079656e+08 nChanged 3670
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17899 members 
Mstep: Class 2 contains 4857 members 
Mstep: Class 3 contains 32444 members 
Mstep: Class 4 contains 45655 members 
Mstep: Class 5 contains 32067 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42270 members 
Mstep: Class 8 contains 45349 members 
Mstep: Class 9 contains 47798 members 
Mstep: Class 10 contains 16788 members 
Mstep: Class 11 contains 26632 members 
Mstep: Class 12 contains 60672 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 10607 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 44003 members 
Mstep: Class 18 contains 5241 members 
Mstep: Class 19 contains 5729 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28413 members 
Mstep: Class 22 contains 41492 members 
Mstep: Class 23 contains 27016 members 
Mstep: Class 24 contains 2856 members 
Mstep: Class 25 contains 6868 members 
Mstep: Class 26 contains 41780 members 
Mstep: Class 27 contains 54178 members 
Mstep: Class 28 contains 46196 members 
Mstep: Class 29 contains 3980 members 
Mstep: Class 30 contains 8801 members 
Mstep: Class 31 contains 54827 members 
Mstep: Class 32 contains 26218 members 
Mstep: Class 33 contains 42340 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1722 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46741 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 34278 members 
Mstep: Class 40 contains 42422 members 
Mstep: Class 41 contains 20786 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25547 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45939 members 
Mstep: Class 47 contains 20360 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10860 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28336 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965312.000000 Penalty: 179582.890625
Iteration 430Q: 53 clusters Score -2.079653e+08 nChanged 3617
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 4851 members 
Mstep: Class 3 contains 32426 members 
Mstep: Class 4 contains 45667 members 
Mstep: Class 5 contains 32365 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42232 members 
Mstep: Class 8 contains 45387 members 
Mstep: Class 9 contains 47644 members 
Mstep: Class 10 contains 16767 members 
Mstep: Class 11 contains 26766 members 
Mstep: Class 12 contains 60654 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 10478 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43933 members 
Mstep: Class 18 contains 5240 members 
Mstep: Class 19 contains 5725 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28364 members 
Mstep: Class 22 contains 41528 members 
Mstep: Class 23 contains 27005 members 
Mstep: Class 24 contains 2867 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 41773 members 
Mstep: Class 27 contains 54193 members 
Mstep: Class 28 contains 46112 members 
Mstep: Class 29 contains 3979 members 
Mstep: Class 30 contains 8805 members 
Mstep: Class 31 contains 54863 members 
Mstep: Class 32 contains 26238 members 
Mstep: Class 33 contains 42333 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1722 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46741 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 34369 members 
Mstep: Class 40 contains 42685 members 
Mstep: Class 41 contains 20760 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25553 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45943 members 
Mstep: Class 47 contains 20179 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10898 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 28154 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207964576.000000 Penalty: 179582.890625
Iteration 431Q: 53 clusters Score -2.079646e+08 nChanged 3483
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 4842 members 
Mstep: Class 3 contains 32449 members 
Mstep: Class 4 contains 45695 members 
Mstep: Class 5 contains 32649 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42198 members 
Mstep: Class 8 contains 45412 members 
Mstep: Class 9 contains 47492 members 
Mstep: Class 10 contains 16747 members 
Mstep: Class 11 contains 26926 members 
Mstep: Class 12 contains 60643 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 10345 members 
Mstep: Class 15 contains 8967 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43895 members 
Mstep: Class 18 contains 5232 members 
Mstep: Class 19 contains 5722 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28327 members 
Mstep: Class 22 contains 41546 members 
Mstep: Class 23 contains 26991 members 
Mstep: Class 24 contains 2864 members 
Mstep: Class 25 contains 6866 members 
Mstep: Class 26 contains 41757 members 
Mstep: Class 27 contains 54195 members 
Mstep: Class 28 contains 46035 members 
Mstep: Class 29 contains 3975 members 
Mstep: Class 30 contains 8809 members 
Mstep: Class 31 contains 54915 members 
Mstep: Class 32 contains 26261 members 
Mstep: Class 33 contains 42344 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1722 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46718 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 34445 members 
Mstep: Class 40 contains 42855 members 
Mstep: Class 41 contains 20733 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25558 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45957 members 
Mstep: Class 47 contains 20039 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10937 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27968 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207964656.000000 Penalty: 179582.890625
Iteration 432Q: 53 clusters Score -2.079647e+08 nChanged 3256
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 4827 members 
Mstep: Class 3 contains 32480 members 
Mstep: Class 4 contains 45718 members 
Mstep: Class 5 contains 32912 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42180 members 
Mstep: Class 8 contains 45450 members 
Mstep: Class 9 contains 47327 members 
Mstep: Class 10 contains 16732 members 
Mstep: Class 11 contains 27060 members 
Mstep: Class 12 contains 60614 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 10218 members 
Mstep: Class 15 contains 8971 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43857 members 
Mstep: Class 18 contains 5230 members 
Mstep: Class 19 contains 5715 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28312 members 
Mstep: Class 22 contains 41569 members 
Mstep: Class 23 contains 26977 members 
Mstep: Class 24 contains 2860 members 
Mstep: Class 25 contains 6870 members 
Mstep: Class 26 contains 41738 members 
Mstep: Class 27 contains 54207 members 
Mstep: Class 28 contains 45963 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8794 members 
Mstep: Class 31 contains 54955 members 
Mstep: Class 32 contains 26285 members 
Mstep: Class 33 contains 42360 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46733 members 
Mstep: Class 38 contains 1078 members 
Mstep: Class 39 contains 34489 members 
Mstep: Class 40 contains 42974 members 
Mstep: Class 41 contains 20720 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25556 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45929 members 
Mstep: Class 47 contains 19945 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10973 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27833 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965200.000000 Penalty: 179582.890625
Iteration 433Q: 53 clusters Score -2.079652e+08 nChanged 3089
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17903 members 
Mstep: Class 2 contains 4804 members 
Mstep: Class 3 contains 32516 members 
Mstep: Class 4 contains 45711 members 
Mstep: Class 5 contains 33164 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42158 members 
Mstep: Class 8 contains 45450 members 
Mstep: Class 9 contains 47162 members 
Mstep: Class 10 contains 16723 members 
Mstep: Class 11 contains 27183 members 
Mstep: Class 12 contains 60618 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 10097 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43845 members 
Mstep: Class 18 contains 5230 members 
Mstep: Class 19 contains 5706 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28282 members 
Mstep: Class 22 contains 41592 members 
Mstep: Class 23 contains 26974 members 
Mstep: Class 24 contains 2861 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 41743 members 
Mstep: Class 27 contains 54207 members 
Mstep: Class 28 contains 45887 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8795 members 
Mstep: Class 31 contains 54983 members 
Mstep: Class 32 contains 26329 members 
Mstep: Class 33 contains 42361 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46753 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 34488 members 
Mstep: Class 40 contains 43108 members 
Mstep: Class 41 contains 20703 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25558 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45916 members 
Mstep: Class 47 contains 19883 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10997 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27711 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965216.000000 Penalty: 179582.890625
Iteration 434Q: 53 clusters Score -2.079652e+08 nChanged 3068
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 4779 members 
Mstep: Class 3 contains 32548 members 
Mstep: Class 4 contains 45725 members 
Mstep: Class 5 contains 33429 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42133 members 
Mstep: Class 8 contains 45460 members 
Mstep: Class 9 contains 47010 members 
Mstep: Class 10 contains 16719 members 
Mstep: Class 11 contains 27299 members 
Mstep: Class 12 contains 60614 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 9975 members 
Mstep: Class 15 contains 8968 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43836 members 
Mstep: Class 18 contains 5226 members 
Mstep: Class 19 contains 5700 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28249 members 
Mstep: Class 22 contains 41600 members 
Mstep: Class 23 contains 26980 members 
Mstep: Class 24 contains 2862 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 41732 members 
Mstep: Class 27 contains 54220 members 
Mstep: Class 28 contains 45806 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8782 members 
Mstep: Class 31 contains 55026 members 
Mstep: Class 32 contains 26351 members 
Mstep: Class 33 contains 42373 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46752 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 34494 members 
Mstep: Class 40 contains 43251 members 
Mstep: Class 41 contains 20682 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25565 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45895 members 
Mstep: Class 47 contains 19841 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11007 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27582 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207964960.000000 Penalty: 179582.890625
Iteration 435Q: 53 clusters Score -2.07965e+08 nChanged 2918
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17898 members 
Mstep: Class 2 contains 4763 members 
Mstep: Class 3 contains 32561 members 
Mstep: Class 4 contains 45755 members 
Mstep: Class 5 contains 33678 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42102 members 
Mstep: Class 8 contains 45498 members 
Mstep: Class 9 contains 46843 members 
Mstep: Class 10 contains 16710 members 
Mstep: Class 11 contains 27400 members 
Mstep: Class 12 contains 60615 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 9864 members 
Mstep: Class 15 contains 8967 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43796 members 
Mstep: Class 18 contains 5217 members 
Mstep: Class 19 contains 5694 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28243 members 
Mstep: Class 22 contains 41612 members 
Mstep: Class 23 contains 26976 members 
Mstep: Class 24 contains 2862 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 41720 members 
Mstep: Class 27 contains 54220 members 
Mstep: Class 28 contains 45733 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8782 members 
Mstep: Class 31 contains 55073 members 
Mstep: Class 32 contains 26362 members 
Mstep: Class 33 contains 42381 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46728 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 34513 members 
Mstep: Class 40 contains 43346 members 
Mstep: Class 41 contains 20660 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25574 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45879 members 
Mstep: Class 47 contains 19840 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11042 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27466 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965216.000000 Penalty: 179582.890625
Iteration 436Q: 53 clusters Score -2.079652e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17897 members 
Mstep: Class 2 contains 4753 members 
Mstep: Class 3 contains 32568 members 
Mstep: Class 4 contains 45768 members 
Mstep: Class 5 contains 33900 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42070 members 
Mstep: Class 8 contains 45547 members 
Mstep: Class 9 contains 46703 members 
Mstep: Class 10 contains 16701 members 
Mstep: Class 11 contains 27494 members 
Mstep: Class 12 contains 60625 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 9754 members 
Mstep: Class 15 contains 8970 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43756 members 
Mstep: Class 18 contains 5212 members 
Mstep: Class 19 contains 5691 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28249 members 
Mstep: Class 22 contains 41618 members 
Mstep: Class 23 contains 26967 members 
Mstep: Class 24 contains 2861 members 
Mstep: Class 25 contains 6865 members 
Mstep: Class 26 contains 41706 members 
Mstep: Class 27 contains 54219 members 
Mstep: Class 28 contains 45656 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8779 members 
Mstep: Class 31 contains 55095 members 
Mstep: Class 32 contains 26376 members 
Mstep: Class 33 contains 42393 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1718 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46728 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 34523 members 
Mstep: Class 40 contains 43407 members 
Mstep: Class 41 contains 20638 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25570 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45870 members 
Mstep: Class 47 contains 19852 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11080 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27378 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965040.000000 Penalty: 179582.890625
Iteration 437Q: 53 clusters Score -2.07965e+08 nChanged 2674
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 4750 members 
Mstep: Class 3 contains 32570 members 
Mstep: Class 4 contains 45769 members 
Mstep: Class 5 contains 34132 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 42032 members 
Mstep: Class 8 contains 45585 members 
Mstep: Class 9 contains 46549 members 
Mstep: Class 10 contains 16689 members 
Mstep: Class 11 contains 27591 members 
Mstep: Class 12 contains 60610 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 9673 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43711 members 
Mstep: Class 18 contains 5205 members 
Mstep: Class 19 contains 5686 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28219 members 
Mstep: Class 22 contains 41637 members 
Mstep: Class 23 contains 26957 members 
Mstep: Class 24 contains 2860 members 
Mstep: Class 25 contains 6867 members 
Mstep: Class 26 contains 41712 members 
Mstep: Class 27 contains 54218 members 
Mstep: Class 28 contains 45580 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8776 members 
Mstep: Class 31 contains 55125 members 
Mstep: Class 32 contains 26386 members 
Mstep: Class 33 contains 42395 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1718 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46743 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 34498 members 
Mstep: Class 40 contains 43464 members 
Mstep: Class 41 contains 20615 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25578 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45895 members 
Mstep: Class 47 contains 19888 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11092 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27313 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207965536.000000 Penalty: 179582.890625
Iteration 438Q: 53 clusters Score -2.079655e+08 nChanged 2600
Entering ConstructFrom: 
Score: -207965536.000000 Penalty: 179582.890625
Entering ConstructFrom: 
Trying to split cluster 1 (17902 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17902 members 
Entering Unmasked Estep 
Score: -3354453.500000 Penalty: 2428.581543
	Iteration 0F: 2 clusters Score -3354454 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9041 members 
Mstep: Class 2 contains 8861 members 
Entering Unmasked Estep 
Score: -3341808.250000 Penalty: 4857.163086
	Iteration 0F: 3 clusters Score -3341808 nChanged 7693
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9236 members 
Mstep: Class 2 contains 8666 members 
Entering Unmasked Estep 
Score: -3345871.000000 Penalty: 4857.163086
	Iteration 1F: 3 clusters Score -3345871 nChanged 912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9352 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -3346212.500000 Penalty: 4857.163086
	Iteration 2F: 3 clusters Score -3346212 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9542 members 
Mstep: Class 2 contains 8360 members 
Entering Unmasked Estep 
Score: -3346483.250000 Penalty: 4857.163086
	Iteration 3Q: 3 clusters Score -3346483 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9806 members 
Mstep: Class 2 contains 8096 members 
Entering Unmasked Estep 
Score: -3346732.250000 Penalty: 4857.163086
	Iteration 4Q: 3 clusters Score -3346732 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10131 members 
Mstep: Class 2 contains 7771 members 
Entering Unmasked Estep 
Score: -3346952.000000 Penalty: 4857.163086
	Iteration 5Q: 3 clusters Score -3346952 nChanged 570
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10501 members 
Mstep: Class 2 contains 7401 members 
Entering Unmasked Estep 
Score: -3347188.750000 Penalty: 4857.163086
	Iteration 6Q: 3 clusters Score -3347189 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10954 members 
Mstep: Class 2 contains 6948 members 
Entering Unmasked Estep 
Score: -3347465.000000 Penalty: 4857.163086
	Iteration 7Q: 3 clusters Score -3347465 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11440 members 
Mstep: Class 2 contains 6462 members 
Entering Unmasked Estep 
Score: -3347774.750000 Penalty: 4857.163086
	Iteration 8Q: 3 clusters Score -3347775 nChanged 723
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12053 members 
Mstep: Class 2 contains 5849 members 
Entering Unmasked Estep 
Score: -3348220.750000 Penalty: 4857.163086
	Iteration 9Q: 3 clusters Score -3348221 nChanged 826
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12793 members 
Mstep: Class 2 contains 5109 members 
Entering Unmasked Estep 
Score: -3348758.250000 Penalty: 4857.163086
	Iteration 10Q: 3 clusters Score -3348758 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13579 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -3349379.500000 Penalty: 4857.163086
	Iteration 11Q: 3 clusters Score -3349380 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14331 members 
Mstep: Class 2 contains 3571 members 
Entering Unmasked Estep 
Score: -3350000.250000 Penalty: 4857.163086
	Iteration 12Q: 3 clusters Score -3350000 nChanged 724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15011 members 
Mstep: Class 2 contains 2891 members 
Entering Unmasked Estep 
Score: -3350549.500000 Penalty: 4857.163086
	Iteration 13Q: 3 clusters Score -3350550 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15589 members 
Mstep: Class 2 contains 2313 members 
Entering Unmasked Estep 
Score: -3350986.750000 Penalty: 4857.163086
	Iteration 14Q: 3 clusters Score -3350987 nChanged 468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16023 members 
Mstep: Class 2 contains 1879 members 
Entering Unmasked Estep 
Score: -3351318.000000 Penalty: 4857.163086
	Iteration 15Q: 3 clusters Score -3351318 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16354 members 
Mstep: Class 2 contains 1548 members 
Entering Unmasked Estep 
Score: -3351584.000000 Penalty: 4857.163086
	Iteration 16Q: 3 clusters Score -3351584 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16605 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -3351788.500000 Penalty: 4857.163086
	Iteration 17Q: 3 clusters Score -3351788 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16805 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -3351944.000000 Penalty: 4857.163086
	Iteration 18Q: 3 clusters Score -3351944 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16953 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -3352055.500000 Penalty: 4857.163086
	Iteration 19Q: 3 clusters Score -3352056 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17048 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -3352118.750000 Penalty: 4857.163086
	Iteration 20F: 3 clusters Score -3352119 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17097 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -3352157.000000 Penalty: 4857.163086
	Iteration 21Q: 3 clusters Score -3352157 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -3352185.250000 Penalty: 4857.163086
	Iteration 22Q: 3 clusters Score -3352185 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17164 members 
Mstep: Class 2 contains 738 members 
Entering Unmasked Estep 
Score: -3352202.000000 Penalty: 4857.163086
	Iteration 23Q: 3 clusters Score -3352202 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17199 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3352224.250000 Penalty: 4857.163086
	Iteration 24Q: 3 clusters Score -3352224 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17226 members 
Mstep: Class 2 contains 676 members 
Entering Unmasked Estep 
Score: -3352250.000000 Penalty: 4857.163086
	Iteration 25Q: 3 clusters Score -3352250 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17245 members 
Mstep: Class 2 contains 657 members 
Entering Unmasked Estep 
Score: -3352260.500000 Penalty: 4857.163086
	Iteration 26Q: 3 clusters Score -3352260 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17266 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -3352272.750000 Penalty: 4857.163086
	Iteration 27Q: 3 clusters Score -3352273 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17277 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -3352281.500000 Penalty: 4857.163086
	Iteration 28Q: 3 clusters Score -3352282 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17290 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -3352295.750000 Penalty: 4857.163086
	Iteration 29Q: 3 clusters Score -3352296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17301 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -3352305.000000 Penalty: 4857.163086
	Iteration 30Q: 3 clusters Score -3352305 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17313 members 
Mstep: Class 2 contains 589 members 
Entering Unmasked Estep 
Score: -3352312.500000 Penalty: 4857.163086
	Iteration 31Q: 3 clusters Score -3352312 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17324 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3352323.000000 Penalty: 4857.163086
	Iteration 32Q: 3 clusters Score -3352323 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17330 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -3352336.500000 Penalty: 4857.163086
	Iteration 33Q: 3 clusters Score -3352336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17340 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -3352339.250000 Penalty: 4857.163086
	Iteration 34Q: 3 clusters Score -3352339 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17347 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -3352346.500000 Penalty: 4857.163086
	Iteration 35Q: 3 clusters Score -3352346 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17353 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -3352344.250000 Penalty: 4857.163086
	Iteration 36Q: 3 clusters Score -3352344 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17355 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -3352351.250000 Penalty: 4857.163086
	Iteration 37Q: 3 clusters Score -3352351 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17358 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -3352356.250000 Penalty: 4857.163086
	Iteration 38Q: 3 clusters Score -3352356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17360 members 
Mstep: Class 2 contains 542 members 
Entering Unmasked Estep 
Score: -3352354.250000 Penalty: 4857.163086
	Iteration 39Q: 3 clusters Score -3352354 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 539 members 
Entering Unmasked Estep 
Score: -3352358.000000 Penalty: 4857.163086
	Iteration 40F: 3 clusters Score -3352358 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17365 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -3352359.500000 Penalty: 4857.163086
	Iteration 41Q: 3 clusters Score -3352360 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3352359.250000 Penalty: 4857.163086
	Iteration 42Q: 3 clusters Score -3352359 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17364 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -3352359.250000 Penalty: 4857.163086
	Iteration 43F: 3 clusters Score -3352359 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4724 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4724 members 
Entering Unmasked Estep 
Score: -894067.687500 Penalty: 2098.181885
	Iteration 0F: 2 clusters Score -894067.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2368 members 
Mstep: Class 2 contains 2356 members 
Entering Unmasked Estep 
Score: -889701.187500 Penalty: 4196.363770
	Iteration 0F: 3 clusters Score -889701.2 nChanged 1724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2378 members 
Mstep: Class 2 contains 2346 members 
Entering Unmasked Estep 
Score: -890688.625000 Penalty: 4196.363770
	Iteration 1F: 3 clusters Score -890688.6 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2409 members 
Mstep: Class 2 contains 2315 members 
Entering Unmasked Estep 
Score: -890858.187500 Penalty: 4196.363770
	Iteration 2F: 3 clusters Score -890858.2 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2438 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -890965.750000 Penalty: 4196.363770
	Iteration 3Q: 3 clusters Score -890965.8 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2482 members 
Mstep: Class 2 contains 2242 members 
Entering Unmasked Estep 
Score: -891035.562500 Penalty: 4196.363770
	Iteration 4Q: 3 clusters Score -891035.6 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2507 members 
Mstep: Class 2 contains 2217 members 
Entering Unmasked Estep 
Score: -891091.562500 Penalty: 4196.363770
	Iteration 5Q: 3 clusters Score -891091.6 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2512 members 
Mstep: Class 2 contains 2212 members 
Entering Unmasked Estep 
Score: -891132.812500 Penalty: 4196.363770
	Iteration 6Q: 3 clusters Score -891132.8 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2513 members 
Mstep: Class 2 contains 2211 members 
Entering Unmasked Estep 
Score: -891156.375000 Penalty: 4196.363770
	Iteration 7Q: 3 clusters Score -891156.4 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2516 members 
Mstep: Class 2 contains 2208 members 
Entering Unmasked Estep 
Score: -891177.312500 Penalty: 4196.363770
	Iteration 8Q: 3 clusters Score -891177.3 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2522 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -891194.375000 Penalty: 4196.363770
	Iteration 9Q: 3 clusters Score -891194.4 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2530 members 
Mstep: Class 2 contains 2194 members 
Entering Unmasked Estep 
Score: -891205.562500 Penalty: 4196.363770
	Iteration 10Q: 3 clusters Score -891205.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2540 members 
Mstep: Class 2 contains 2184 members 
Entering Unmasked Estep 
Score: -891213.062500 Penalty: 4196.363770
	Iteration 11Q: 3 clusters Score -891213.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -891220.375000 Penalty: 4196.363770
	Iteration 12Q: 3 clusters Score -891220.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2164 members 
Entering Unmasked Estep 
Score: -891228.625000 Penalty: 4196.363770
	Iteration 13Q: 3 clusters Score -891228.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2163 members 
Entering Unmasked Estep 
Score: -891236.437500 Penalty: 4196.363770
	Iteration 14Q: 3 clusters Score -891236.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2564 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -891242.437500 Penalty: 4196.363770
	Iteration 15Q: 3 clusters Score -891242.4 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2580 members 
Mstep: Class 2 contains 2144 members 
Entering Unmasked Estep 
Score: -891250.562500 Penalty: 4196.363770
	Iteration 16Q: 3 clusters Score -891250.6 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2589 members 
Mstep: Class 2 contains 2135 members 
Entering Unmasked Estep 
Score: -891257.187500 Penalty: 4196.363770
	Iteration 17Q: 3 clusters Score -891257.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2599 members 
Mstep: Class 2 contains 2125 members 
Entering Unmasked Estep 
Score: -891265.250000 Penalty: 4196.363770
	Iteration 18Q: 3 clusters Score -891265.2 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -891274.562500 Penalty: 4196.363770
	Iteration 19Q: 3 clusters Score -891274.6 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2628 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -891282.125000 Penalty: 4196.363770
	Iteration 20F: 3 clusters Score -891282.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2641 members 
Mstep: Class 2 contains 2083 members 
Entering Unmasked Estep 
Score: -891288.687500 Penalty: 4196.363770
	Iteration 21Q: 3 clusters Score -891288.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -891293.875000 Penalty: 4196.363770
	Iteration 22Q: 3 clusters Score -891293.9 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -891301.062500 Penalty: 4196.363770
	Iteration 23Q: 3 clusters Score -891301.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2676 members 
Mstep: Class 2 contains 2048 members 
Entering Unmasked Estep 
Score: -891307.562500 Penalty: 4196.363770
	Iteration 24Q: 3 clusters Score -891307.6 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2693 members 
Mstep: Class 2 contains 2031 members 
Entering Unmasked Estep 
Score: -891314.562500 Penalty: 4196.363770
	Iteration 25Q: 3 clusters Score -891314.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2709 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -891323.750000 Penalty: 4196.363770
	Iteration 26Q: 3 clusters Score -891323.8 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2727 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -891334.062500 Penalty: 4196.363770
	Iteration 27Q: 3 clusters Score -891334.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2746 members 
Mstep: Class 2 contains 1978 members 
Entering Unmasked Estep 
Score: -891343.562500 Penalty: 4196.363770
	Iteration 28Q: 3 clusters Score -891343.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2756 members 
Mstep: Class 2 contains 1968 members 
Entering Unmasked Estep 
Score: -891350.437500 Penalty: 4196.363770
	Iteration 29Q: 3 clusters Score -891350.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2767 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -891356.625000 Penalty: 4196.363770
	Iteration 30Q: 3 clusters Score -891356.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2777 members 
Mstep: Class 2 contains 1947 members 
Entering Unmasked Estep 
Score: -891365.187500 Penalty: 4196.363770
	Iteration 31Q: 3 clusters Score -891365.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2795 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -891374.812500 Penalty: 4196.363770
	Iteration 32Q: 3 clusters Score -891374.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -891386.187500 Penalty: 4196.363770
	Iteration 33Q: 3 clusters Score -891386.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2835 members 
Mstep: Class 2 contains 1889 members 
Entering Unmasked Estep 
Score: -891398.312500 Penalty: 4196.363770
	Iteration 34Q: 3 clusters Score -891398.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2842 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -891404.500000 Penalty: 4196.363770
	Iteration 35Q: 3 clusters Score -891404.5 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -891413.187500 Penalty: 4196.363770
	Iteration 36Q: 3 clusters Score -891413.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2871 members 
Mstep: Class 2 contains 1853 members 
Entering Unmasked Estep 
Score: -891420.187500 Penalty: 4196.363770
	Iteration 37Q: 3 clusters Score -891420.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2879 members 
Mstep: Class 2 contains 1845 members 
Entering Unmasked Estep 
Score: -891427.625000 Penalty: 4196.363770
	Iteration 38Q: 3 clusters Score -891427.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2889 members 
Mstep: Class 2 contains 1835 members 
Entering Unmasked Estep 
Score: -891431.937500 Penalty: 4196.363770
	Iteration 39Q: 3 clusters Score -891431.9 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2906 members 
Mstep: Class 2 contains 1818 members 
Entering Unmasked Estep 
Score: -891440.062500 Penalty: 4196.363770
	Iteration 40F: 3 clusters Score -891440.1 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2918 members 
Mstep: Class 2 contains 1806 members 
Entering Unmasked Estep 
Score: -891447.250000 Penalty: 4196.363770
	Iteration 41Q: 3 clusters Score -891447.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2932 members 
Mstep: Class 2 contains 1792 members 
Entering Unmasked Estep 
Score: -891452.625000 Penalty: 4196.363770
	Iteration 42Q: 3 clusters Score -891452.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2950 members 
Mstep: Class 2 contains 1774 members 
Entering Unmasked Estep 
Score: -891460.062500 Penalty: 4196.363770
	Iteration 43Q: 3 clusters Score -891460.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -891470.437500 Penalty: 4196.363770
	Iteration 44Q: 3 clusters Score -891470.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 1734 members 
Entering Unmasked Estep 
Score: -891479.937500 Penalty: 4196.363770
	Iteration 45Q: 3 clusters Score -891479.9 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3005 members 
Mstep: Class 2 contains 1719 members 
Entering Unmasked Estep 
Score: -891489.750000 Penalty: 4196.363770
	Iteration 46Q: 3 clusters Score -891489.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3032 members 
Mstep: Class 2 contains 1692 members 
Entering Unmasked Estep 
Score: -891503.375000 Penalty: 4196.363770
	Iteration 47Q: 3 clusters Score -891503.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3059 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -891515.812500 Penalty: 4196.363770
	Iteration 48Q: 3 clusters Score -891515.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -891527.625000 Penalty: 4196.363770
	Iteration 49Q: 3 clusters Score -891527.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3106 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -891540.250000 Penalty: 4196.363770
	Iteration 50Q: 3 clusters Score -891540.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3135 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -891556.375000 Penalty: 4196.363770
	Iteration 51Q: 3 clusters Score -891556.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3167 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -891573.125000 Penalty: 4196.363770
	Iteration 52Q: 3 clusters Score -891573.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3201 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -891592.562500 Penalty: 4196.363770
	Iteration 53Q: 3 clusters Score -891592.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3239 members 
Mstep: Class 2 contains 1485 members 
Entering Unmasked Estep 
Score: -891613.062500 Penalty: 4196.363770
	Iteration 54Q: 3 clusters Score -891613.1 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3284 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -891635.812500 Penalty: 4196.363770
	Iteration 55Q: 3 clusters Score -891635.8 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3325 members 
Mstep: Class 2 contains 1399 members 
Entering Unmasked Estep 
Score: -891651.687500 Penalty: 4196.363770
	Iteration 56Q: 3 clusters Score -891651.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3360 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -891667.000000 Penalty: 4196.363770
	Iteration 57Q: 3 clusters Score -891667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3377 members 
Mstep: Class 2 contains 1347 members 
Entering Unmasked Estep 
Score: -891677.937500 Penalty: 4196.363770
	Iteration 58Q: 3 clusters Score -891677.9 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3408 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -891692.125000 Penalty: 4196.363770
	Iteration 59Q: 3 clusters Score -891692.1 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3431 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -891704.437500 Penalty: 4196.363770
	Iteration 60F: 3 clusters Score -891704.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3456 members 
Mstep: Class 2 contains 1268 members 
Entering Unmasked Estep 
Score: -891717.562500 Penalty: 4196.363770
	Iteration 61Q: 3 clusters Score -891717.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3479 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -891726.062500 Penalty: 4196.363770
	Iteration 62Q: 3 clusters Score -891726.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3500 members 
Mstep: Class 2 contains 1224 members 
Entering Unmasked Estep 
Score: -891737.937500 Penalty: 4196.363770
	Iteration 63Q: 3 clusters Score -891737.9 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3524 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -891746.562500 Penalty: 4196.363770
	Iteration 64Q: 3 clusters Score -891746.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3546 members 
Mstep: Class 2 contains 1178 members 
Entering Unmasked Estep 
Score: -891755.312500 Penalty: 4196.363770
	Iteration 65Q: 3 clusters Score -891755.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3560 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -891763.000000 Penalty: 4196.363770
	Iteration 66Q: 3 clusters Score -891763 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3573 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -891770.687500 Penalty: 4196.363770
	Iteration 67Q: 3 clusters Score -891770.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -891779.687500 Penalty: 4196.363770
	Iteration 68Q: 3 clusters Score -891779.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3608 members 
Mstep: Class 2 contains 1116 members 
Entering Unmasked Estep 
Score: -891782.937500 Penalty: 4196.363770
	Iteration 69Q: 3 clusters Score -891782.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3621 members 
Mstep: Class 2 contains 1103 members 
Entering Unmasked Estep 
Score: -891790.000000 Penalty: 4196.363770
	Iteration 70Q: 3 clusters Score -891790 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3632 members 
Mstep: Class 2 contains 1092 members 
Entering Unmasked Estep 
Score: -891797.437500 Penalty: 4196.363770
	Iteration 71Q: 3 clusters Score -891797.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1081 members 
Entering Unmasked Estep 
Score: -891803.812500 Penalty: 4196.363770
	Iteration 72Q: 3 clusters Score -891803.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1066 members 
Entering Unmasked Estep 
Score: -891807.812500 Penalty: 4196.363770
	Iteration 73Q: 3 clusters Score -891807.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 1056 members 
Entering Unmasked Estep 
Score: -891812.250000 Penalty: 4196.363770
	Iteration 74Q: 3 clusters Score -891812.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3678 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -891817.500000 Penalty: 4196.363770
	Iteration 75Q: 3 clusters Score -891817.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1032 members 
Entering Unmasked Estep 
Score: -891822.250000 Penalty: 4196.363770
	Iteration 76Q: 3 clusters Score -891822.2 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3713 members 
Mstep: Class 2 contains 1011 members 
Entering Unmasked Estep 
Score: -891833.312500 Penalty: 4196.363770
	Iteration 77Q: 3 clusters Score -891833.3 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3735 members 
Mstep: Class 2 contains 989 members 
Entering Unmasked Estep 
Score: -891846.812500 Penalty: 4196.363770
	Iteration 78Q: 3 clusters Score -891846.8 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3762 members 
Mstep: Class 2 contains 962 members 
Entering Unmasked Estep 
Score: -891858.625000 Penalty: 4196.363770
	Iteration 79Q: 3 clusters Score -891858.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3784 members 
Mstep: Class 2 contains 940 members 
Entering Unmasked Estep 
Score: -891866.812500 Penalty: 4196.363770
	Iteration 80F: 3 clusters Score -891866.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3803 members 
Mstep: Class 2 contains 921 members 
Entering Unmasked Estep 
Score: -891879.187500 Penalty: 4196.363770
	Iteration 81Q: 3 clusters Score -891879.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3826 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -891890.312500 Penalty: 4196.363770
	Iteration 82Q: 3 clusters Score -891890.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3840 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -891898.812500 Penalty: 4196.363770
	Iteration 83Q: 3 clusters Score -891898.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3860 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -891909.312500 Penalty: 4196.363770
	Iteration 84Q: 3 clusters Score -891909.3 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3887 members 
Mstep: Class 2 contains 837 members 
Entering Unmasked Estep 
Score: -891922.500000 Penalty: 4196.363770
	Iteration 85Q: 3 clusters Score -891922.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3914 members 
Mstep: Class 2 contains 810 members 
Entering Unmasked Estep 
Score: -891940.562500 Penalty: 4196.363770
	Iteration 86Q: 3 clusters Score -891940.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 791 members 
Entering Unmasked Estep 
Score: -891951.875000 Penalty: 4196.363770
	Iteration 87Q: 3 clusters Score -891951.9 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3955 members 
Mstep: Class 2 contains 769 members 
Entering Unmasked Estep 
Score: -891967.062500 Penalty: 4196.363770
	Iteration 88Q: 3 clusters Score -891967.1 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -891985.937500 Penalty: 4196.363770
	Iteration 89Q: 3 clusters Score -891985.9 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -892002.812500 Penalty: 4196.363770
	Iteration 90Q: 3 clusters Score -892002.8 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -892026.812500 Penalty: 4196.363770
	Iteration 91Q: 3 clusters Score -892026.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4064 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -892046.812500 Penalty: 4196.363770
	Iteration 92Q: 3 clusters Score -892046.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4082 members 
Mstep: Class 2 contains 642 members 
Entering Unmasked Estep 
Score: -892060.875000 Penalty: 4196.363770
	Iteration 93Q: 3 clusters Score -892060.9 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 625 members 
Entering Unmasked Estep 
Score: -892074.562500 Penalty: 4196.363770
	Iteration 94Q: 3 clusters Score -892074.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4114 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -892084.375000 Penalty: 4196.363770
	Iteration 95Q: 3 clusters Score -892084.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4125 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -892092.375000 Penalty: 4196.363770
	Iteration 96Q: 3 clusters Score -892092.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4132 members 
Mstep: Class 2 contains 592 members 
Entering Unmasked Estep 
Score: -892098.437500 Penalty: 4196.363770
	Iteration 97Q: 3 clusters Score -892098.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4140 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -892103.312500 Penalty: 4196.363770
	Iteration 98Q: 3 clusters Score -892103.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4148 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -892109.312500 Penalty: 4196.363770
	Iteration 99Q: 3 clusters Score -892109.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4157 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -892116.625000 Penalty: 4196.363770
	Iteration 100F: 3 clusters Score -892116.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -892126.687500 Penalty: 4196.363770
	Iteration 101Q: 3 clusters Score -892126.7 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4181 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -892136.312500 Penalty: 4196.363770
	Iteration 102Q: 3 clusters Score -892136.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4187 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -892142.687500 Penalty: 4196.363770
	Iteration 103Q: 3 clusters Score -892142.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4194 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -892149.125000 Penalty: 4196.363770
	Iteration 104Q: 3 clusters Score -892149.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4199 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -892153.687500 Penalty: 4196.363770
	Iteration 105Q: 3 clusters Score -892153.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4206 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -892160.562500 Penalty: 4196.363770
	Iteration 106Q: 3 clusters Score -892160.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4211 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -892168.437500 Penalty: 4196.363770
	Iteration 107Q: 3 clusters Score -892168.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4219 members 
Mstep: Class 2 contains 505 members 
Entering Unmasked Estep 
Score: -892175.062500 Penalty: 4196.363770
	Iteration 108Q: 3 clusters Score -892175.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4226 members 
Mstep: Class 2 contains 498 members 
Entering Unmasked Estep 
Score: -892181.750000 Penalty: 4196.363770
	Iteration 109Q: 3 clusters Score -892181.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4233 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -892188.250000 Penalty: 4196.363770
	Iteration 110Q: 3 clusters Score -892188.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4238 members 
Mstep: Class 2 contains 486 members 
Entering Unmasked Estep 
Score: -892193.250000 Penalty: 4196.363770
	Iteration 111Q: 3 clusters Score -892193.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4241 members 
Mstep: Class 2 contains 483 members 
Entering Unmasked Estep 
Score: -892197.500000 Penalty: 4196.363770
	Iteration 112Q: 3 clusters Score -892197.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4245 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -892201.562500 Penalty: 4196.363770
	Iteration 113Q: 3 clusters Score -892201.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4249 members 
Mstep: Class 2 contains 475 members 
Entering Unmasked Estep 
Score: -892203.187500 Penalty: 4196.363770
	Iteration 114Q: 3 clusters Score -892203.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4252 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -892204.812500 Penalty: 4196.363770
	Iteration 115Q: 3 clusters Score -892204.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4255 members 
Mstep: Class 2 contains 469 members 
Entering Unmasked Estep 
Score: -892207.625000 Penalty: 4196.363770
	Iteration 116Q: 3 clusters Score -892207.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4261 members 
Mstep: Class 2 contains 463 members 
Entering Unmasked Estep 
Score: -892212.187500 Penalty: 4196.363770
	Iteration 117Q: 3 clusters Score -892212.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4265 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -892214.687500 Penalty: 4196.363770
	Iteration 118Q: 3 clusters Score -892214.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4267 members 
Mstep: Class 2 contains 457 members 
Entering Unmasked Estep 
Score: -892216.000000 Penalty: 4196.363770
	Iteration 119Q: 3 clusters Score -892216 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -892217.687500 Penalty: 4196.363770
	Iteration 120F: 3 clusters Score -892217.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4269 members 
Mstep: Class 2 contains 455 members 
Entering Unmasked Estep 
Score: -892218.125000 Penalty: 4196.363770
	Iteration 121Q: 3 clusters Score -892218.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4271 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -892220.125000 Penalty: 4196.363770
	Iteration 122Q: 3 clusters Score -892220.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 452 members 
Entering Unmasked Estep 
Score: -892221.125000 Penalty: 4196.363770
	Iteration 123Q: 3 clusters Score -892221.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4276 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -892225.312500 Penalty: 4196.363770
	Iteration 124Q: 3 clusters Score -892225.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4278 members 
Mstep: Class 2 contains 446 members 
Entering Unmasked Estep 
Score: -892230.500000 Penalty: 4196.363770
	Iteration 125Q: 3 clusters Score -892230.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4283 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -892237.312500 Penalty: 4196.363770
	Iteration 126Q: 3 clusters Score -892237.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4286 members 
Mstep: Class 2 contains 438 members 
Entering Unmasked Estep 
Score: -892239.625000 Penalty: 4196.363770
	Iteration 127Q: 3 clusters Score -892239.6 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -892245.000000 Penalty: 4196.363770
	Iteration 128Q: 3 clusters Score -892245 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -892246.312500 Penalty: 4196.363770
	Iteration 129Q: 3 clusters Score -892246.3 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4291 members 
Mstep: Class 2 contains 433 members 
Entering Unmasked Estep 
Score: -892246.312500 Penalty: 4196.363770
	Iteration 130F: 3 clusters Score -892246.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (32603 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32603 members 
Entering Unmasked Estep 
Score: -6183466.000000 Penalty: 2577.255615
	Iteration 0F: 2 clusters Score -6183466 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16326 members 
Mstep: Class 2 contains 16277 members 
Entering Unmasked Estep 
Score: -6161493.000000 Penalty: 5154.511230
	Iteration 0F: 3 clusters Score -6161493 nChanged 14916
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16406 members 
Mstep: Class 2 contains 16197 members 
Entering Unmasked Estep 
Score: -6169626.000000 Penalty: 5154.511230
	Iteration 1F: 3 clusters Score -6169626 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16439 members 
Mstep: Class 2 contains 16164 members 
Entering Unmasked Estep 
Score: -6170083.000000 Penalty: 5154.511230
	Iteration 2Q: 3 clusters Score -6170083 nChanged 1283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16536 members 
Mstep: Class 2 contains 16067 members 
Entering Unmasked Estep 
Score: -6170464.500000 Penalty: 5154.511230
	Iteration 3Q: 3 clusters Score -6170464 nChanged 1176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16660 members 
Mstep: Class 2 contains 15943 members 
Entering Unmasked Estep 
Score: -6170784.500000 Penalty: 5154.511230
	Iteration 4Q: 3 clusters Score -6170784 nChanged 1056
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16830 members 
Mstep: Class 2 contains 15773 members 
Entering Unmasked Estep 
Score: -6171074.500000 Penalty: 5154.511230
	Iteration 5Q: 3 clusters Score -6171074 nChanged 1038
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17090 members 
Mstep: Class 2 contains 15513 members 
Entering Unmasked Estep 
Score: -6171387.000000 Penalty: 5154.511230
	Iteration 6Q: 3 clusters Score -6171387 nChanged 1004
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17428 members 
Mstep: Class 2 contains 15175 members 
Entering Unmasked Estep 
Score: -6171660.500000 Penalty: 5154.511230
	Iteration 7Q: 3 clusters Score -6171660 nChanged 1086
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17918 members 
Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
Score: -6172029.500000 Penalty: 5154.511230
	Iteration 8Q: 3 clusters Score -6172030 nChanged 1225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18557 members 
Mstep: Class 2 contains 14046 members 
Entering Unmasked Estep 
Score: -6172518.500000 Penalty: 5154.511230
	Iteration 9Q: 3 clusters Score -6172518 nChanged 1403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19390 members 
Mstep: Class 2 contains 13213 members 
Entering Unmasked Estep 
Score: -6173241.500000 Penalty: 5154.511230
	Iteration 10Q: 3 clusters Score -6173242 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20352 members 
Mstep: Class 2 contains 12251 members 
Entering Unmasked Estep 
Score: -6174194.500000 Penalty: 5154.511230
	Iteration 11Q: 3 clusters Score -6174194 nChanged 1749
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21377 members 
Mstep: Class 2 contains 11226 members 
Entering Unmasked Estep 
Score: -6175422.500000 Penalty: 5154.511230
	Iteration 12F: 3 clusters Score -6175422 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22403 members 
Mstep: Class 2 contains 10200 members 
Entering Unmasked Estep 
Score: -6176643.000000 Penalty: 5154.511230
	Iteration 13F: 3 clusters Score -6176643 nChanged 1602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23315 members 
Mstep: Class 2 contains 9288 members 
Entering Unmasked Estep 
Score: -6177791.000000 Penalty: 5154.511230
	Iteration 14Q: 3 clusters Score -6177791 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23987 members 
Mstep: Class 2 contains 8616 members 
Entering Unmasked Estep 
Score: -6178607.000000 Penalty: 5154.511230
	Iteration 15Q: 3 clusters Score -6178607 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24486 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -6179019.000000 Penalty: 5154.511230
	Iteration 16Q: 3 clusters Score -6179019 nChanged 567
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24875 members 
Mstep: Class 2 contains 7728 members 
Entering Unmasked Estep 
Score: -6179334.500000 Penalty: 5154.511230
	Iteration 17Q: 3 clusters Score -6179334 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25239 members 
Mstep: Class 2 contains 7364 members 
Entering Unmasked Estep 
Score: -6179549.000000 Penalty: 5154.511230
	Iteration 18Q: 3 clusters Score -6179549 nChanged 448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25601 members 
Mstep: Class 2 contains 7002 members 
Entering Unmasked Estep 
Score: -6179773.000000 Penalty: 5154.511230
	Iteration 19Q: 3 clusters Score -6179773 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25892 members 
Mstep: Class 2 contains 6711 members 
Entering Unmasked Estep 
Score: -6179937.000000 Penalty: 5154.511230
	Iteration 20F: 3 clusters Score -6179937 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26155 members 
Mstep: Class 2 contains 6448 members 
Entering Unmasked Estep 
Score: -6180088.500000 Penalty: 5154.511230
	Iteration 21Q: 3 clusters Score -6180088 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26445 members 
Mstep: Class 2 contains 6158 members 
Entering Unmasked Estep 
Score: -6180211.500000 Penalty: 5154.511230
	Iteration 22Q: 3 clusters Score -6180212 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26757 members 
Mstep: Class 2 contains 5846 members 
Entering Unmasked Estep 
Score: -6180310.000000 Penalty: 5154.511230
	Iteration 23Q: 3 clusters Score -6180310 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 5539 members 
Entering Unmasked Estep 
Score: -6180469.000000 Penalty: 5154.511230
	Iteration 24Q: 3 clusters Score -6180469 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27368 members 
Mstep: Class 2 contains 5235 members 
Entering Unmasked Estep 
Score: -6180583.500000 Penalty: 5154.511230
	Iteration 25Q: 3 clusters Score -6180584 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27661 members 
Mstep: Class 2 contains 4942 members 
Entering Unmasked Estep 
Score: -6180663.500000 Penalty: 5154.511230
	Iteration 26Q: 3 clusters Score -6180664 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27957 members 
Mstep: Class 2 contains 4646 members 
Entering Unmasked Estep 
Score: -6180746.500000 Penalty: 5154.511230
	Iteration 27Q: 3 clusters Score -6180746 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28263 members 
Mstep: Class 2 contains 4340 members 
Entering Unmasked Estep 
Score: -6180821.000000 Penalty: 5154.511230
	Iteration 28Q: 3 clusters Score -6180821 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28576 members 
Mstep: Class 2 contains 4027 members 
Entering Unmasked Estep 
Score: -6180902.500000 Penalty: 5154.511230
	Iteration 29Q: 3 clusters Score -6180902 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28873 members 
Mstep: Class 2 contains 3730 members 
Entering Unmasked Estep 
Score: -6180983.500000 Penalty: 5154.511230
	Iteration 30Q: 3 clusters Score -6180984 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29164 members 
Mstep: Class 2 contains 3439 members 
Entering Unmasked Estep 
Score: -6181034.000000 Penalty: 5154.511230
	Iteration 31Q: 3 clusters Score -6181034 nChanged 282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29446 members 
Mstep: Class 2 contains 3157 members 
Entering Unmasked Estep 
Score: -6181076.500000 Penalty: 5154.511230
	Iteration 32Q: 3 clusters Score -6181076 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29718 members 
Mstep: Class 2 contains 2885 members 
Entering Unmasked Estep 
Score: -6181113.000000 Penalty: 5154.511230
	Iteration 33Q: 3 clusters Score -6181113 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29963 members 
Mstep: Class 2 contains 2640 members 
Entering Unmasked Estep 
Score: -6181156.000000 Penalty: 5154.511230
	Iteration 34Q: 3 clusters Score -6181156 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 2435 members 
Entering Unmasked Estep 
Score: -6181178.500000 Penalty: 5154.511230
	Iteration 35Q: 3 clusters Score -6181178 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30368 members 
Mstep: Class 2 contains 2235 members 
Entering Unmasked Estep 
Score: -6181180.500000 Penalty: 5154.511230
	Iteration 36Q: 3 clusters Score -6181180 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30558 members 
Mstep: Class 2 contains 2045 members 
Entering Unmasked Estep 
Score: -6181189.500000 Penalty: 5154.511230
	Iteration 37Q: 3 clusters Score -6181190 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30736 members 
Mstep: Class 2 contains 1867 members 
Entering Unmasked Estep 
Score: -6181238.000000 Penalty: 5154.511230
	Iteration 38Q: 3 clusters Score -6181238 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30902 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -6181287.000000 Penalty: 5154.511230
	Iteration 39Q: 3 clusters Score -6181287 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31046 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -6181317.000000 Penalty: 5154.511230
	Iteration 40F: 3 clusters Score -6181317 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31178 members 
Mstep: Class 2 contains 1425 members 
Entering Unmasked Estep 
Score: -6181345.000000 Penalty: 5154.511230
	Iteration 41Q: 3 clusters Score -6181345 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31292 members 
Mstep: Class 2 contains 1311 members 
Entering Unmasked Estep 
Score: -6181360.000000 Penalty: 5154.511230
	Iteration 42Q: 3 clusters Score -6181360 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31389 members 
Mstep: Class 2 contains 1214 members 
Entering Unmasked Estep 
Score: -6181369.000000 Penalty: 5154.511230
	Iteration 43Q: 3 clusters Score -6181369 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31460 members 
Mstep: Class 2 contains 1143 members 
Entering Unmasked Estep 
Score: -6181373.500000 Penalty: 5154.511230
	Iteration 44Q: 3 clusters Score -6181374 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31514 members 
Mstep: Class 2 contains 1089 members 
Entering Unmasked Estep 
Score: -6181373.000000 Penalty: 5154.511230
	Iteration 45Q: 3 clusters Score -6181373 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31563 members 
Mstep: Class 2 contains 1040 members 
Entering Unmasked Estep 
Score: -6181363.500000 Penalty: 5154.511230
	Iteration 46Q: 3 clusters Score -6181364 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 996 members 
Entering Unmasked Estep 
Score: -6181379.000000 Penalty: 5154.511230
	Iteration 47Q: 3 clusters Score -6181379 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31651 members 
Mstep: Class 2 contains 952 members 
Entering Unmasked Estep 
Score: -6181383.000000 Penalty: 5154.511230
	Iteration 48Q: 3 clusters Score -6181383 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31694 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -6181399.500000 Penalty: 5154.511230
	Iteration 49Q: 3 clusters Score -6181400 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 875 members 
Entering Unmasked Estep 
Score: -6181413.000000 Penalty: 5154.511230
	Iteration 50Q: 3 clusters Score -6181413 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31756 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -6181414.500000 Penalty: 5154.511230
	Iteration 51Q: 3 clusters Score -6181414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31782 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -6181428.500000 Penalty: 5154.511230
	Iteration 52Q: 3 clusters Score -6181428 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31805 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -6181428.000000 Penalty: 5154.511230
	Iteration 53Q: 3 clusters Score -6181428 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -6181437.000000 Penalty: 5154.511230
	Iteration 54Q: 3 clusters Score -6181437 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -6181453.500000 Penalty: 5154.511230
	Iteration 55Q: 3 clusters Score -6181454 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31858 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -6181459.000000 Penalty: 5154.511230
	Iteration 56Q: 3 clusters Score -6181459 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31872 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -6181457.500000 Penalty: 5154.511230
	Iteration 57Q: 3 clusters Score -6181458 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31884 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -6181471.000000 Penalty: 5154.511230
	Iteration 58Q: 3 clusters Score -6181471 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31893 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -6181461.000000 Penalty: 5154.511230
	Iteration 59Q: 3 clusters Score -6181461 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31898 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -6181463.000000 Penalty: 5154.511230
	Iteration 60F: 3 clusters Score -6181463 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31907 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -6181468.000000 Penalty: 5154.511230
	Iteration 61Q: 3 clusters Score -6181468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31915 members 
Mstep: Class 2 contains 688 members 
Entering Unmasked Estep 
Score: -6181462.000000 Penalty: 5154.511230
	Iteration 62Q: 3 clusters Score -6181462 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31925 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -6181471.000000 Penalty: 5154.511230
	Iteration 63Q: 3 clusters Score -6181471 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31939 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -6181463.500000 Penalty: 5154.511230
	Iteration 64Q: 3 clusters Score -6181464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31949 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -6181464.500000 Penalty: 5154.511230
	Iteration 65Q: 3 clusters Score -6181464 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31959 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -6181473.000000 Penalty: 5154.511230
	Iteration 66Q: 3 clusters Score -6181473 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31968 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -6181482.000000 Penalty: 5154.511230
	Iteration 67Q: 3 clusters Score -6181482 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6181478.000000 Penalty: 5154.511230
	Iteration 68Q: 3 clusters Score -6181478 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31972 members 
Mstep: Class 2 contains 631 members 
Entering Unmasked Estep 
Score: -6181478.000000 Penalty: 5154.511230
	Iteration 69F: 3 clusters Score -6181478 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (45772 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45772 members 
Entering Unmasked Estep 
Score: -8787235.000000 Penalty: 2661.394287
	Iteration 0F: 2 clusters Score -8787235 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22795 members 
Mstep: Class 2 contains 22977 members 
Entering Unmasked Estep 
Score: -8760374.000000 Penalty: 5322.788574
	Iteration 0F: 3 clusters Score -8760374 nChanged 21002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22313 members 
Mstep: Class 2 contains 23459 members 
Entering Unmasked Estep 
Score: -8771778.000000 Penalty: 5322.788574
	Iteration 1F: 3 clusters Score -8771778 nChanged 1937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21992 members 
Mstep: Class 2 contains 23780 members 
Entering Unmasked Estep 
Score: -8772297.000000 Penalty: 5322.788574
	Iteration 2Q: 3 clusters Score -8772297 nChanged 1706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21578 members 
Mstep: Class 2 contains 24194 members 
Entering Unmasked Estep 
Score: -8772760.000000 Penalty: 5322.788574
	Iteration 3Q: 3 clusters Score -8772760 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21020 members 
Mstep: Class 2 contains 24752 members 
Entering Unmasked Estep 
Score: -8773294.000000 Penalty: 5322.788574
	Iteration 4Q: 3 clusters Score -8773294 nChanged 1755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20385 members 
Mstep: Class 2 contains 25387 members 
Entering Unmasked Estep 
Score: -8773892.000000 Penalty: 5322.788574
	Iteration 5Q: 3 clusters Score -8773892 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19542 members 
Mstep: Class 2 contains 26230 members 
Entering Unmasked Estep 
Score: -8774550.000000 Penalty: 5322.788574
	Iteration 6Q: 3 clusters Score -8774550 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18612 members 
Mstep: Class 2 contains 27160 members 
Entering Unmasked Estep 
Score: -8775412.000000 Penalty: 5322.788574
	Iteration 7Q: 3 clusters Score -8775412 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17648 members 
Mstep: Class 2 contains 28124 members 
Entering Unmasked Estep 
Score: -8776472.000000 Penalty: 5322.788574
	Iteration 8Q: 3 clusters Score -8776472 nChanged 2269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16773 members 
Mstep: Class 2 contains 28999 members 
Entering Unmasked Estep 
Score: -8777837.000000 Penalty: 5322.788574
	Iteration 9Q: 3 clusters Score -8777837 nChanged 2430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 29745 members 
Entering Unmasked Estep 
Score: -8779449.000000 Penalty: 5322.788574
	Iteration 10F: 3 clusters Score -8779449 nChanged 2359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15562 members 
Mstep: Class 2 contains 30210 members 
Entering Unmasked Estep 
Score: -8780784.000000 Penalty: 5322.788574
	Iteration 11F: 3 clusters Score -8780784 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 30455 members 
Entering Unmasked Estep 
Score: -8781614.000000 Penalty: 5322.788574
	Iteration 12Q: 3 clusters Score -8781614 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15137 members 
Mstep: Class 2 contains 30635 members 
Entering Unmasked Estep 
Score: -8781968.000000 Penalty: 5322.788574
	Iteration 13Q: 3 clusters Score -8781968 nChanged 760
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15045 members 
Mstep: Class 2 contains 30727 members 
Entering Unmasked Estep 
Score: -8782147.000000 Penalty: 5322.788574
	Iteration 14Q: 3 clusters Score -8782147 nChanged 617
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14996 members 
Mstep: Class 2 contains 30776 members 
Entering Unmasked Estep 
Score: -8782330.000000 Penalty: 5322.788574
	Iteration 15Q: 3 clusters Score -8782330 nChanged 579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 30809 members 
Entering Unmasked Estep 
Score: -8782523.000000 Penalty: 5322.788574
	Iteration 16Q: 3 clusters Score -8782523 nChanged 639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14950 members 
Mstep: Class 2 contains 30822 members 
Entering Unmasked Estep 
Score: -8782794.000000 Penalty: 5322.788574
	Iteration 17Q: 3 clusters Score -8782794 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14919 members 
Mstep: Class 2 contains 30853 members 
Entering Unmasked Estep 
Score: -8783069.000000 Penalty: 5322.788574
	Iteration 18Q: 3 clusters Score -8783069 nChanged 726
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14891 members 
Mstep: Class 2 contains 30881 members 
Entering Unmasked Estep 
Score: -8783368.000000 Penalty: 5322.788574
	Iteration 19Q: 3 clusters Score -8783368 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14839 members 
Mstep: Class 2 contains 30933 members 
Entering Unmasked Estep 
Score: -8783753.000000 Penalty: 5322.788574
	Iteration 20F: 3 clusters Score -8783753 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14784 members 
Mstep: Class 2 contains 30988 members 
Entering Unmasked Estep 
Score: -8784038.000000 Penalty: 5322.788574
	Iteration 21Q: 3 clusters Score -8784038 nChanged 765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14725 members 
Mstep: Class 2 contains 31047 members 
Entering Unmasked Estep 
Score: -8784473.000000 Penalty: 5322.788574
	Iteration 22Q: 3 clusters Score -8784473 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14661 members 
Mstep: Class 2 contains 31111 members 
Entering Unmasked Estep 
Score: -8784841.000000 Penalty: 5322.788574
	Iteration 23Q: 3 clusters Score -8784841 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14610 members 
Mstep: Class 2 contains 31162 members 
Entering Unmasked Estep 
Score: -8785186.000000 Penalty: 5322.788574
	Iteration 24Q: 3 clusters Score -8785186 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14479 members 
Mstep: Class 2 contains 31293 members 
Entering Unmasked Estep 
Score: -8785509.000000 Penalty: 5322.788574
	Iteration 25Q: 3 clusters Score -8785509 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14377 members 
Mstep: Class 2 contains 31395 members 
Entering Unmasked Estep 
Score: -8785767.000000 Penalty: 5322.788574
	Iteration 26Q: 3 clusters Score -8785767 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14318 members 
Mstep: Class 2 contains 31454 members 
Entering Unmasked Estep 
Score: -8785945.000000 Penalty: 5322.788574
	Iteration 27Q: 3 clusters Score -8785945 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14243 members 
Mstep: Class 2 contains 31529 members 
Entering Unmasked Estep 
Score: -8786031.000000 Penalty: 5322.788574
	Iteration 28Q: 3 clusters Score -8786031 nChanged 348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14173 members 
Mstep: Class 2 contains 31599 members 
Entering Unmasked Estep 
Score: -8786151.000000 Penalty: 5322.788574
	Iteration 29Q: 3 clusters Score -8786151 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14144 members 
Mstep: Class 2 contains 31628 members 
Entering Unmasked Estep 
Score: -8786255.000000 Penalty: 5322.788574
	Iteration 30Q: 3 clusters Score -8786255 nChanged 261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14113 members 
Mstep: Class 2 contains 31659 members 
Entering Unmasked Estep 
Score: -8786281.000000 Penalty: 5322.788574
	Iteration 31Q: 3 clusters Score -8786281 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14069 members 
Mstep: Class 2 contains 31703 members 
Entering Unmasked Estep 
Score: -8786365.000000 Penalty: 5322.788574
	Iteration 32Q: 3 clusters Score -8786365 nChanged 193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14010 members 
Mstep: Class 2 contains 31762 members 
Entering Unmasked Estep 
Score: -8786392.000000 Penalty: 5322.788574
	Iteration 33Q: 3 clusters Score -8786392 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13928 members 
Mstep: Class 2 contains 31844 members 
Entering Unmasked Estep 
Score: -8786448.000000 Penalty: 5322.788574
	Iteration 34Q: 3 clusters Score -8786448 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13829 members 
Mstep: Class 2 contains 31943 members 
Entering Unmasked Estep 
Score: -8786476.000000 Penalty: 5322.788574
	Iteration 35Q: 3 clusters Score -8786476 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13725 members 
Mstep: Class 2 contains 32047 members 
Entering Unmasked Estep 
Score: -8786502.000000 Penalty: 5322.788574
	Iteration 36Q: 3 clusters Score -8786502 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13646 members 
Mstep: Class 2 contains 32126 members 
Entering Unmasked Estep 
Score: -8786509.000000 Penalty: 5322.788574
	Iteration 37Q: 3 clusters Score -8786509 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 32238 members 
Entering Unmasked Estep 
Score: -8786505.000000 Penalty: 5322.788574
	Iteration 38Q: 3 clusters Score -8786505 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13449 members 
Mstep: Class 2 contains 32323 members 
Entering Unmasked Estep 
Score: -8786499.000000 Penalty: 5322.788574
	Iteration 39Q: 3 clusters Score -8786499 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13383 members 
Mstep: Class 2 contains 32389 members 
Entering Unmasked Estep 
Score: -8786514.000000 Penalty: 5322.788574
	Iteration 40F: 3 clusters Score -8786514 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13326 members 
Mstep: Class 2 contains 32446 members 
Entering Unmasked Estep 
Score: -8786525.000000 Penalty: 5322.788574
	Iteration 41Q: 3 clusters Score -8786525 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13261 members 
Mstep: Class 2 contains 32511 members 
Entering Unmasked Estep 
Score: -8786551.000000 Penalty: 5322.788574
	Iteration 42Q: 3 clusters Score -8786551 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13194 members 
Mstep: Class 2 contains 32578 members 
Entering Unmasked Estep 
Score: -8786556.000000 Penalty: 5322.788574
	Iteration 43Q: 3 clusters Score -8786556 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 32647 members 
Entering Unmasked Estep 
Score: -8786543.000000 Penalty: 5322.788574
	Iteration 44Q: 3 clusters Score -8786543 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13058 members 
Mstep: Class 2 contains 32714 members 
Entering Unmasked Estep 
Score: -8786565.000000 Penalty: 5322.788574
	Iteration 45Q: 3 clusters Score -8786565 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13000 members 
Mstep: Class 2 contains 32772 members 
Entering Unmasked Estep 
Score: -8786555.000000 Penalty: 5322.788574
	Iteration 46Q: 3 clusters Score -8786555 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12933 members 
Mstep: Class 2 contains 32839 members 
Entering Unmasked Estep 
Score: -8786579.000000 Penalty: 5322.788574
	Iteration 47Q: 3 clusters Score -8786579 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12871 members 
Mstep: Class 2 contains 32901 members 
Entering Unmasked Estep 
Score: -8786587.000000 Penalty: 5322.788574
	Iteration 48Q: 3 clusters Score -8786587 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12801 members 
Mstep: Class 2 contains 32971 members 
Entering Unmasked Estep 
Score: -8786559.000000 Penalty: 5322.788574
	Iteration 49Q: 3 clusters Score -8786559 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 33027 members 
Entering Unmasked Estep 
Score: -8786562.000000 Penalty: 5322.788574
	Iteration 50Q: 3 clusters Score -8786562 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12685 members 
Mstep: Class 2 contains 33087 members 
Entering Unmasked Estep 
Score: -8786567.000000 Penalty: 5322.788574
	Iteration 51Q: 3 clusters Score -8786567 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12610 members 
Mstep: Class 2 contains 33162 members 
Entering Unmasked Estep 
Score: -8786577.000000 Penalty: 5322.788574
	Iteration 52Q: 3 clusters Score -8786577 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12556 members 
Mstep: Class 2 contains 33216 members 
Entering Unmasked Estep 
Score: -8786568.000000 Penalty: 5322.788574
	Iteration 53Q: 3 clusters Score -8786568 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12498 members 
Mstep: Class 2 contains 33274 members 
Entering Unmasked Estep 
Score: -8786557.000000 Penalty: 5322.788574
	Iteration 54Q: 3 clusters Score -8786557 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 33318 members 
Entering Unmasked Estep 
Score: -8786560.000000 Penalty: 5322.788574
	Iteration 55Q: 3 clusters Score -8786560 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12427 members 
Mstep: Class 2 contains 33345 members 
Entering Unmasked Estep 
Score: -8786568.000000 Penalty: 5322.788574
	Iteration 56Q: 3 clusters Score -8786568 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 33363 members 
Entering Unmasked Estep 
Score: -8786575.000000 Penalty: 5322.788574
	Iteration 57Q: 3 clusters Score -8786575 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12379 members 
Mstep: Class 2 contains 33393 members 
Entering Unmasked Estep 
Score: -8786585.000000 Penalty: 5322.788574
	Iteration 58Q: 3 clusters Score -8786585 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12353 members 
Mstep: Class 2 contains 33419 members 
Entering Unmasked Estep 
Score: -8786581.000000 Penalty: 5322.788574
	Iteration 59Q: 3 clusters Score -8786581 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12335 members 
Mstep: Class 2 contains 33437 members 
Entering Unmasked Estep 
Score: -8786581.000000 Penalty: 5322.788574
	Iteration 60F: 3 clusters Score -8786581 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12322 members 
Mstep: Class 2 contains 33450 members 
Entering Unmasked Estep 
Score: -8786582.000000 Penalty: 5322.788574
	Iteration 61Q: 3 clusters Score -8786582 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12307 members 
Mstep: Class 2 contains 33465 members 
Entering Unmasked Estep 
Score: -8786579.000000 Penalty: 5322.788574
	Iteration 62Q: 3 clusters Score -8786579 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12284 members 
Mstep: Class 2 contains 33488 members 
Entering Unmasked Estep 
Score: -8786584.000000 Penalty: 5322.788574
	Iteration 63Q: 3 clusters Score -8786584 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12259 members 
Mstep: Class 2 contains 33513 members 
Entering Unmasked Estep 
Score: -8786587.000000 Penalty: 5322.788574
	Iteration 64Q: 3 clusters Score -8786587 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12233 members 
Mstep: Class 2 contains 33539 members 
Entering Unmasked Estep 
Score: -8786594.000000 Penalty: 5322.788574
	Iteration 65Q: 3 clusters Score -8786594 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12202 members 
Mstep: Class 2 contains 33570 members 
Entering Unmasked Estep 
Score: -8786598.000000 Penalty: 5322.788574
	Iteration 66Q: 3 clusters Score -8786598 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12158 members 
Mstep: Class 2 contains 33614 members 
Entering Unmasked Estep 
Score: -8786604.000000 Penalty: 5322.788574
	Iteration 67Q: 3 clusters Score -8786604 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12111 members 
Mstep: Class 2 contains 33661 members 
Entering Unmasked Estep 
Score: -8786595.000000 Penalty: 5322.788574
	Iteration 68Q: 3 clusters Score -8786595 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12062 members 
Mstep: Class 2 contains 33710 members 
Entering Unmasked Estep 
Score: -8786591.000000 Penalty: 5322.788574
	Iteration 69Q: 3 clusters Score -8786591 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12024 members 
Mstep: Class 2 contains 33748 members 
Entering Unmasked Estep 
Score: -8786582.000000 Penalty: 5322.788574
	Iteration 70Q: 3 clusters Score -8786582 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11987 members 
Mstep: Class 2 contains 33785 members 
Entering Unmasked Estep 
Score: -8786573.000000 Penalty: 5322.788574
	Iteration 71Q: 3 clusters Score -8786573 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11939 members 
Mstep: Class 2 contains 33833 members 
Entering Unmasked Estep 
Score: -8786588.000000 Penalty: 5322.788574
	Iteration 72Q: 3 clusters Score -8786588 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 33870 members 
Entering Unmasked Estep 
Score: -8786574.000000 Penalty: 5322.788574
	Iteration 73Q: 3 clusters Score -8786574 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11859 members 
Mstep: Class 2 contains 33913 members 
Entering Unmasked Estep 
Score: -8786589.000000 Penalty: 5322.788574
	Iteration 74Q: 3 clusters Score -8786589 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11796 members 
Mstep: Class 2 contains 33976 members 
Entering Unmasked Estep 
Score: -8786579.000000 Penalty: 5322.788574
	Iteration 75Q: 3 clusters Score -8786579 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 34045 members 
Entering Unmasked Estep 
Score: -8786570.000000 Penalty: 5322.788574
	Iteration 76Q: 3 clusters Score -8786570 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11660 members 
Mstep: Class 2 contains 34112 members 
Entering Unmasked Estep 
Score: -8786574.000000 Penalty: 5322.788574
	Iteration 77Q: 3 clusters Score -8786574 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11584 members 
Mstep: Class 2 contains 34188 members 
Entering Unmasked Estep 
Score: -8786582.000000 Penalty: 5322.788574
	Iteration 78Q: 3 clusters Score -8786582 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11505 members 
Mstep: Class 2 contains 34267 members 
Entering Unmasked Estep 
Score: -8786584.000000 Penalty: 5322.788574
	Iteration 79Q: 3 clusters Score -8786584 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11411 members 
Mstep: Class 2 contains 34361 members 
Entering Unmasked Estep 
Score: -8786567.000000 Penalty: 5322.788574
	Iteration 80F: 3 clusters Score -8786567 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 34476 members 
Entering Unmasked Estep 
Score: -8786579.000000 Penalty: 5322.788574
	Iteration 81Q: 3 clusters Score -8786579 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11157 members 
Mstep: Class 2 contains 34615 members 
Entering Unmasked Estep 
Score: -8786578.000000 Penalty: 5322.788574
	Iteration 82Q: 3 clusters Score -8786578 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11030 members 
Mstep: Class 2 contains 34742 members 
Entering Unmasked Estep 
Score: -8786592.000000 Penalty: 5322.788574
	Iteration 83Q: 3 clusters Score -8786592 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10931 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -8786602.000000 Penalty: 5322.788574
	Iteration 84Q: 3 clusters Score -8786602 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10828 members 
Mstep: Class 2 contains 34944 members 
Entering Unmasked Estep 
Score: -8786615.000000 Penalty: 5322.788574
	Iteration 85Q: 3 clusters Score -8786615 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10719 members 
Mstep: Class 2 contains 35053 members 
Entering Unmasked Estep 
Score: -8786614.000000 Penalty: 5322.788574
	Iteration 86Q: 3 clusters Score -8786614 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10617 members 
Mstep: Class 2 contains 35155 members 
Entering Unmasked Estep 
Score: -8786598.000000 Penalty: 5322.788574
	Iteration 87Q: 3 clusters Score -8786598 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10515 members 
Mstep: Class 2 contains 35257 members 
Entering Unmasked Estep 
Score: -8786582.000000 Penalty: 5322.788574
	Iteration 88Q: 3 clusters Score -8786582 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10425 members 
Mstep: Class 2 contains 35347 members 
Entering Unmasked Estep 
Score: -8786579.000000 Penalty: 5322.788574
	Iteration 89Q: 3 clusters Score -8786579 nChanged 103
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10322 members 
Mstep: Class 2 contains 35450 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8786570 nChanged 80
Entering Unmasked Mstep 
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Mstep: Class 2 contains 35530 members 
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Mstep: Class 2 contains 35614 members 
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	Iteration 181Q: 3 clusters Score -8786141 nChanged 71
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	Iteration 184Q: 3 clusters Score -8786085 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3092 members 
Mstep: Class 2 contains 42680 members 
Entering Unmasked Estep 
Score: -8786045.000000 Penalty: 5322.788574
	Iteration 185Q: 3 clusters Score -8786045 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 42753 members 
Entering Unmasked Estep 
Score: -8786036.000000 Penalty: 5322.788574
	Iteration 186Q: 3 clusters Score -8786036 nChanged 85
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2938 members 
Mstep: Class 2 contains 42834 members 
Entering Unmasked Estep 
Score: -8786003.000000 Penalty: 5322.788574
	Iteration 187Q: 3 clusters Score -8786003 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 42905 members 
Entering Unmasked Estep 
Score: -8785956.000000 Penalty: 5322.788574
	Iteration 188Q: 3 clusters Score -8785956 nChanged 86
Entering Unmasked Mstep 
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Mstep: Class 1 contains 2783 members 
Mstep: Class 2 contains 42989 members 
Entering Unmasked Estep 
Score: -8785919.000000 Penalty: 5322.788574
	Iteration 189Q: 3 clusters Score -8785919 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2703 members 
Mstep: Class 2 contains 43069 members 
Entering Unmasked Estep 
Score: -8785878.000000 Penalty: 5322.788574
	Iteration 190Q: 3 clusters Score -8785878 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2635 members 
Mstep: Class 2 contains 43137 members 
Entering Unmasked Estep 
Score: -8785857.000000 Penalty: 5322.788574
	Iteration 191Q: 3 clusters Score -8785857 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2578 members 
Mstep: Class 2 contains 43194 members 
Entering Unmasked Estep 
Score: -8785870.000000 Penalty: 5322.788574
	Iteration 192Q: 3 clusters Score -8785870 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2519 members 
Mstep: Class 2 contains 43253 members 
Entering Unmasked Estep 
Score: -8785834.000000 Penalty: 5322.788574
	Iteration 193Q: 3 clusters Score -8785834 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2460 members 
Mstep: Class 2 contains 43312 members 
Entering Unmasked Estep 
Score: -8785812.000000 Penalty: 5322.788574
	Iteration 194Q: 3 clusters Score -8785812 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2405 members 
Mstep: Class 2 contains 43367 members 
Entering Unmasked Estep 
Score: -8785806.000000 Penalty: 5322.788574
	Iteration 195Q: 3 clusters Score -8785806 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2363 members 
Mstep: Class 2 contains 43409 members 
Entering Unmasked Estep 
Score: -8785794.000000 Penalty: 5322.788574
	Iteration 196Q: 3 clusters Score -8785794 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 43445 members 
Entering Unmasked Estep 
Score: -8785797.000000 Penalty: 5322.788574
	Iteration 197Q: 3 clusters Score -8785797 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2300 members 
Mstep: Class 2 contains 43472 members 
Entering Unmasked Estep 
Score: -8785781.000000 Penalty: 5322.788574
	Iteration 198Q: 3 clusters Score -8785781 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2276 members 
Mstep: Class 2 contains 43496 members 
Entering Unmasked Estep 
Score: -8785769.000000 Penalty: 5322.788574
	Iteration 199Q: 3 clusters Score -8785769 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2248 members 
Mstep: Class 2 contains 43524 members 
Entering Unmasked Estep 
Score: -8785777.000000 Penalty: 5322.788574
	Iteration 200F: 3 clusters Score -8785777 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2221 members 
Mstep: Class 2 contains 43551 members 
Entering Unmasked Estep 
Score: -8785757.000000 Penalty: 5322.788574
	Iteration 201Q: 3 clusters Score -8785757 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2199 members 
Mstep: Class 2 contains 43573 members 
Entering Unmasked Estep 
Score: -8785759.000000 Penalty: 5322.788574
	Iteration 202Q: 3 clusters Score -8785759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 43593 members 
Entering Unmasked Estep 
Score: -8785752.000000 Penalty: 5322.788574
	Iteration 203Q: 3 clusters Score -8785752 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2164 members 
Mstep: Class 2 contains 43608 members 
Entering Unmasked Estep 
Score: -8785748.000000 Penalty: 5322.788574
	Iteration 204Q: 3 clusters Score -8785748 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2147 members 
Mstep: Class 2 contains 43625 members 
Entering Unmasked Estep 
Score: -8785738.000000 Penalty: 5322.788574
	Iteration 205Q: 3 clusters Score -8785738 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2129 members 
Mstep: Class 2 contains 43643 members 
Entering Unmasked Estep 
Score: -8785739.000000 Penalty: 5322.788574
	Iteration 206Q: 3 clusters Score -8785739 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 43655 members 
Entering Unmasked Estep 
Score: -8785739.000000 Penalty: 5322.788574
	Iteration 207Q: 3 clusters Score -8785739 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 43668 members 
Entering Unmasked Estep 
Score: -8785734.000000 Penalty: 5322.788574
	Iteration 208Q: 3 clusters Score -8785734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2089 members 
Mstep: Class 2 contains 43683 members 
Entering Unmasked Estep 
Score: -8785737.000000 Penalty: 5322.788574
	Iteration 209Q: 3 clusters Score -8785737 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2064 members 
Mstep: Class 2 contains 43708 members 
Entering Unmasked Estep 
Score: -8785725.000000 Penalty: 5322.788574
	Iteration 210Q: 3 clusters Score -8785725 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2039 members 
Mstep: Class 2 contains 43733 members 
Entering Unmasked Estep 
Score: -8785733.000000 Penalty: 5322.788574
	Iteration 211Q: 3 clusters Score -8785733 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2008 members 
Mstep: Class 2 contains 43764 members 
Entering Unmasked Estep 
Score: -8785717.000000 Penalty: 5322.788574
	Iteration 212Q: 3 clusters Score -8785717 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1983 members 
Mstep: Class 2 contains 43789 members 
Entering Unmasked Estep 
Score: -8785705.000000 Penalty: 5322.788574
	Iteration 213Q: 3 clusters Score -8785705 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 43813 members 
Entering Unmasked Estep 
Score: -8785685.000000 Penalty: 5322.788574
	Iteration 214Q: 3 clusters Score -8785685 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1944 members 
Mstep: Class 2 contains 43828 members 
Entering Unmasked Estep 
Score: -8785687.000000 Penalty: 5322.788574
	Iteration 215Q: 3 clusters Score -8785687 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1926 members 
Mstep: Class 2 contains 43846 members 
Entering Unmasked Estep 
Score: -8785695.000000 Penalty: 5322.788574
	Iteration 216Q: 3 clusters Score -8785695 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1914 members 
Mstep: Class 2 contains 43858 members 
Entering Unmasked Estep 
Score: -8785692.000000 Penalty: 5322.788574
	Iteration 217Q: 3 clusters Score -8785692 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1897 members 
Mstep: Class 2 contains 43875 members 
Entering Unmasked Estep 
Score: -8785700.000000 Penalty: 5322.788574
	Iteration 218Q: 3 clusters Score -8785700 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1870 members 
Mstep: Class 2 contains 43902 members 
Entering Unmasked Estep 
Score: -8785681.000000 Penalty: 5322.788574
	Iteration 219Q: 3 clusters Score -8785681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1843 members 
Mstep: Class 2 contains 43929 members 
Entering Unmasked Estep 
Score: -8785682.000000 Penalty: 5322.788574
	Iteration 220F: 3 clusters Score -8785682 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1813 members 
Mstep: Class 2 contains 43959 members 
Entering Unmasked Estep 
Score: -8785667.000000 Penalty: 5322.788574
	Iteration 221Q: 3 clusters Score -8785667 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1790 members 
Mstep: Class 2 contains 43982 members 
Entering Unmasked Estep 
Score: -8785672.000000 Penalty: 5322.788574
	Iteration 222Q: 3 clusters Score -8785672 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1763 members 
Mstep: Class 2 contains 44009 members 
Entering Unmasked Estep 
Score: -8785681.000000 Penalty: 5322.788574
	Iteration 223Q: 3 clusters Score -8785681 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1736 members 
Mstep: Class 2 contains 44036 members 
Entering Unmasked Estep 
Score: -8785654.000000 Penalty: 5322.788574
	Iteration 224Q: 3 clusters Score -8785654 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1700 members 
Mstep: Class 2 contains 44072 members 
Entering Unmasked Estep 
Score: -8785643.000000 Penalty: 5322.788574
	Iteration 225Q: 3 clusters Score -8785643 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1667 members 
Mstep: Class 2 contains 44105 members 
Entering Unmasked Estep 
Score: -8785654.000000 Penalty: 5322.788574
	Iteration 226Q: 3 clusters Score -8785654 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1643 members 
Mstep: Class 2 contains 44129 members 
Entering Unmasked Estep 
Score: -8785653.000000 Penalty: 5322.788574
	Iteration 227Q: 3 clusters Score -8785653 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1621 members 
Mstep: Class 2 contains 44151 members 
Entering Unmasked Estep 
Score: -8785655.000000 Penalty: 5322.788574
	Iteration 228Q: 3 clusters Score -8785655 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1590 members 
Mstep: Class 2 contains 44182 members 
Entering Unmasked Estep 
Score: -8785661.000000 Penalty: 5322.788574
	Iteration 229Q: 3 clusters Score -8785661 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1557 members 
Mstep: Class 2 contains 44215 members 
Entering Unmasked Estep 
Score: -8785648.000000 Penalty: 5322.788574
	Iteration 230Q: 3 clusters Score -8785648 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 44244 members 
Entering Unmasked Estep 
Score: -8785638.000000 Penalty: 5322.788574
	Iteration 231Q: 3 clusters Score -8785638 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1499 members 
Mstep: Class 2 contains 44273 members 
Entering Unmasked Estep 
Score: -8785646.000000 Penalty: 5322.788574
	Iteration 232Q: 3 clusters Score -8785646 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1480 members 
Mstep: Class 2 contains 44292 members 
Entering Unmasked Estep 
Score: -8785641.000000 Penalty: 5322.788574
	Iteration 233Q: 3 clusters Score -8785641 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1455 members 
Mstep: Class 2 contains 44317 members 
Entering Unmasked Estep 
Score: -8785649.000000 Penalty: 5322.788574
	Iteration 234Q: 3 clusters Score -8785649 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1428 members 
Mstep: Class 2 contains 44344 members 
Entering Unmasked Estep 
Score: -8785655.000000 Penalty: 5322.788574
	Iteration 235Q: 3 clusters Score -8785655 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1401 members 
Mstep: Class 2 contains 44371 members 
Entering Unmasked Estep 
Score: -8785631.000000 Penalty: 5322.788574
	Iteration 236Q: 3 clusters Score -8785631 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1378 members 
Mstep: Class 2 contains 44394 members 
Entering Unmasked Estep 
Score: -8785613.000000 Penalty: 5322.788574
	Iteration 237Q: 3 clusters Score -8785613 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1360 members 
Mstep: Class 2 contains 44412 members 
Entering Unmasked Estep 
Score: -8785626.000000 Penalty: 5322.788574
	Iteration 238Q: 3 clusters Score -8785626 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 44435 members 
Entering Unmasked Estep 
Score: -8785634.000000 Penalty: 5322.788574
	Iteration 239Q: 3 clusters Score -8785634 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1319 members 
Mstep: Class 2 contains 44453 members 
Entering Unmasked Estep 
Score: -8785627.000000 Penalty: 5322.788574
	Iteration 240F: 3 clusters Score -8785627 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1295 members 
Mstep: Class 2 contains 44477 members 
Entering Unmasked Estep 
Score: -8785630.000000 Penalty: 5322.788574
	Iteration 241Q: 3 clusters Score -8785630 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -8785615.000000 Penalty: 5322.788574
	Iteration 242Q: 3 clusters Score -8785615 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1246 members 
Mstep: Class 2 contains 44526 members 
Entering Unmasked Estep 
Score: -8785592.000000 Penalty: 5322.788574
	Iteration 243Q: 3 clusters Score -8785592 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1233 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8785592.000000 Penalty: 5322.788574
	Iteration 244Q: 3 clusters Score -8785592 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 44547 members 
Entering Unmasked Estep 
Score: -8785601.000000 Penalty: 5322.788574
	Iteration 245Q: 3 clusters Score -8785601 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 44552 members 
Entering Unmasked Estep 
Score: -8785601.000000 Penalty: 5322.788574
	Iteration 246Q: 3 clusters Score -8785601 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 44557 members 
Entering Unmasked Estep 
Score: -8785598.000000 Penalty: 5322.788574
	Iteration 247Q: 3 clusters Score -8785598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -8785594.000000 Penalty: 5322.788574
	Iteration 248Q: 3 clusters Score -8785594 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1206 members 
Mstep: Class 2 contains 44566 members 
Entering Unmasked Estep 
Score: -8785590.000000 Penalty: 5322.788574
	Iteration 249Q: 3 clusters Score -8785590 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1204 members 
Mstep: Class 2 contains 44568 members 
Entering Unmasked Estep 
Score: -8785588.000000 Penalty: 5322.788574
	Iteration 250Q: 3 clusters Score -8785588 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 44573 members 
Entering Unmasked Estep 
Score: -8785583.000000 Penalty: 5322.788574
	Iteration 251Q: 3 clusters Score -8785583 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 44580 members 
Entering Unmasked Estep 
Score: -8785585.000000 Penalty: 5322.788574
	Iteration 252Q: 3 clusters Score -8785585 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1188 members 
Mstep: Class 2 contains 44584 members 
Entering Unmasked Estep 
Score: -8785585.000000 Penalty: 5322.788574
	Iteration 253Q: 3 clusters Score -8785585 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 44587 members 
Entering Unmasked Estep 
Score: -8785591.000000 Penalty: 5322.788574
	Iteration 254Q: 3 clusters Score -8785591 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 44588 members 
Entering Unmasked Estep 
Score: -8785588.000000 Penalty: 5322.788574
	Iteration 255Q: 3 clusters Score -8785588 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1181 members 
Mstep: Class 2 contains 44591 members 
Entering Unmasked Estep 
Score: -8785594.000000 Penalty: 5322.788574
	Iteration 256Q: 3 clusters Score -8785594 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
Score: -8785593.000000 Penalty: 5322.788574
	Iteration 257Q: 3 clusters Score -8785593 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 44593 members 
Entering Unmasked Estep 
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	Iteration 258F: 3 clusters Score -8785593 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (34371 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34371 members 
Entering Unmasked Estep 
Score: -6596246.500000 Penalty: 2590.352051
	Iteration 0F: 2 clusters Score -6596246 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17206 members 
Mstep: Class 2 contains 17165 members 
Entering Unmasked Estep 
Score: -6573436.500000 Penalty: 5180.704102
	Iteration 0F: 3 clusters Score -6573436 nChanged 15513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16991 members 
Mstep: Class 2 contains 17380 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -6581808 nChanged 1542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16829 members 
Mstep: Class 2 contains 17542 members 
Entering Unmasked Estep 
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	Iteration 2Q: 3 clusters Score -6582282 nChanged 1302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16609 members 
Mstep: Class 2 contains 17762 members 
Entering Unmasked Estep 
Score: -6582627.500000 Penalty: 5180.704102
	Iteration 3Q: 3 clusters Score -6582628 nChanged 1106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16295 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -6582943.500000 Penalty: 5180.704102
	Iteration 4Q: 3 clusters Score -6582944 nChanged 1060
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15923 members 
Mstep: Class 2 contains 18448 members 
Entering Unmasked Estep 
Score: -6583272.000000 Penalty: 5180.704102
	Iteration 5Q: 3 clusters Score -6583272 nChanged 1085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15392 members 
Mstep: Class 2 contains 18979 members 
Entering Unmasked Estep 
Score: -6583575.000000 Penalty: 5180.704102
	Iteration 6Q: 3 clusters Score -6583575 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14651 members 
Mstep: Class 2 contains 19720 members 
Entering Unmasked Estep 
Score: -6583967.500000 Penalty: 5180.704102
	Iteration 7Q: 3 clusters Score -6583968 nChanged 1294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13663 members 
Mstep: Class 2 contains 20708 members 
Entering Unmasked Estep 
Score: -6584462.500000 Penalty: 5180.704102
	Iteration 8Q: 3 clusters Score -6584462 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12409 members 
Mstep: Class 2 contains 21962 members 
Entering Unmasked Estep 
Score: -6585166.500000 Penalty: 5180.704102
	Iteration 9Q: 3 clusters Score -6585166 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 23539 members 
Entering Unmasked Estep 
Score: -6586046.000000 Penalty: 5180.704102
	Iteration 10Q: 3 clusters Score -6586046 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 25361 members 
Entering Unmasked Estep 
Score: -6587258.000000 Penalty: 5180.704102
	Iteration 11F: 3 clusters Score -6587258 nChanged 2072
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6976 members 
Mstep: Class 2 contains 27395 members 
Entering Unmasked Estep 
Score: -6588770.500000 Penalty: 5180.704102
	Iteration 12F: 3 clusters Score -6588770 nChanged 2082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4906 members 
Mstep: Class 2 contains 29465 members 
Entering Unmasked Estep 
Score: -6590394.000000 Penalty: 5180.704102
	Iteration 13F: 3 clusters Score -6590394 nChanged 1705
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 31166 members 
Entering Unmasked Estep 
Score: -6591719.500000 Penalty: 5180.704102
	Iteration 14Q: 3 clusters Score -6591720 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1981 members 
Mstep: Class 2 contains 32390 members 
Entering Unmasked Estep 
Score: -6592619.500000 Penalty: 5180.704102
	Iteration 15Q: 3 clusters Score -6592620 nChanged 797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1190 members 
Mstep: Class 2 contains 33181 members 
Entering Unmasked Estep 
Score: -6593218.500000 Penalty: 5180.704102
	Iteration 16Q: 3 clusters Score -6593218 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 33590 members 
Entering Unmasked Estep 
Score: -6593538.000000 Penalty: 5180.704102
	Iteration 17Q: 3 clusters Score -6593538 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 572 members 
Mstep: Class 2 contains 33799 members 
Entering Unmasked Estep 
Score: -6593708.500000 Penalty: 5180.704102
	Iteration 18Q: 3 clusters Score -6593708 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 452 members 
Mstep: Class 2 contains 33919 members 
Entering Unmasked Estep 
Score: -6593796.500000 Penalty: 5180.704102
	Iteration 19Q: 3 clusters Score -6593796 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 390 members 
Mstep: Class 2 contains 33981 members 
Entering Unmasked Estep 
Score: -6593881.000000 Penalty: 5180.704102
	Iteration 20F: 3 clusters Score -6593881 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 34014 members 
Entering Unmasked Estep 
Score: -6593923.500000 Penalty: 5180.704102
	Iteration 21Q: 3 clusters Score -6593924 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 343 members 
Mstep: Class 2 contains 34028 members 
Entering Unmasked Estep 
Score: -6593945.000000 Penalty: 5180.704102
	Iteration 22Q: 3 clusters Score -6593945 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 34035 members 
Entering Unmasked Estep 
Score: -6593955.500000 Penalty: 5180.704102
	Iteration 23Q: 3 clusters Score -6593956 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 34039 members 
Entering Unmasked Estep 
Score: -6593962.000000 Penalty: 5180.704102
	Iteration 24Q: 3 clusters Score -6593962 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 34047 members 
Entering Unmasked Estep 
Score: -6593969.500000 Penalty: 5180.704102
	Iteration 25Q: 3 clusters Score -6593970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 34050 members 
Entering Unmasked Estep 
Score: -6593974.000000 Penalty: 5180.704102
	Iteration 26Q: 3 clusters Score -6593974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 34053 members 
Entering Unmasked Estep 
Score: -6593973.500000 Penalty: 5180.704102
	Iteration 27Q: 3 clusters Score -6593974 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 34054 members 
Entering Unmasked Estep 
Score: -6593970.000000 Penalty: 5180.704102
	Iteration 28Q: 3 clusters Score -6593970 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 34055 members 
Entering Unmasked Estep 
Score: -6593973.000000 Penalty: 5180.704102
	Iteration 29Q: 3 clusters Score -6593973 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6593980.000000 Penalty: 5180.704102
	Iteration 30Q: 3 clusters Score -6593980 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6593978.500000 Penalty: 5180.704102
	Iteration 31Q: 3 clusters Score -6593978 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 34056 members 
Entering Unmasked Estep 
Score: -6593978.500000 Penalty: 5180.704102
	Iteration 32F: 3 clusters Score -6593978 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (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: -250164.640625 Penalty: 1807.484619
	Iteration 0F: 2 clusters Score -250164.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 733 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -247935.546875 Penalty: 3614.969238
	Iteration 0F: 3 clusters Score -247935.5 nChanged 435
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: -248495.875000 Penalty: 3614.969238
	Iteration 1F: 3 clusters Score -248495.9 nChanged 164
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: -248888.328125 Penalty: 3614.969238
	Iteration 2F: 3 clusters Score -248888.3 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 925 members 
Mstep: Class 2 contains 538 members 
Entering Unmasked Estep 
Score: -249576.062500 Penalty: 3614.969238
	Iteration 3F: 3 clusters Score -249576.1 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 500 members 
Entering Unmasked Estep 
Score: -250108.031250 Penalty: 3614.969238
	Iteration 4F: 3 clusters Score -250108 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 510 members 
Entering Unmasked Estep 
Score: -250272.828125 Penalty: 3614.969238
	Iteration 5F: 3 clusters Score -250272.8 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 920 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -250370.328125 Penalty: 3614.969238
	Iteration 6Q: 3 clusters Score -250370.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -250460.093750 Penalty: 3614.969238
	Iteration 7Q: 3 clusters Score -250460.1 nChanged 28
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: -250508.375000 Penalty: 3614.969238
	Iteration 8Q: 3 clusters Score -250508.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 836 members 
Mstep: Class 2 contains 627 members 
Entering Unmasked Estep 
Score: -250554.812500 Penalty: 3614.969238
	Iteration 9Q: 3 clusters Score -250554.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -250579.500000 Penalty: 3614.969238
	Iteration 10Q: 3 clusters Score -250579.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -250592.109375 Penalty: 3614.969238
	Iteration 11Q: 3 clusters Score -250592.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 664 members 
Entering Unmasked Estep 
Score: -250603.765625 Penalty: 3614.969238
	Iteration 12Q: 3 clusters Score -250603.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 672 members 
Entering Unmasked Estep 
Score: -250615.484375 Penalty: 3614.969238
	Iteration 13Q: 3 clusters Score -250615.5 nChanged 7
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: -250623.875000 Penalty: 3614.969238
	Iteration 14Q: 3 clusters Score -250623.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 776 members 
Mstep: Class 2 contains 687 members 
Entering Unmasked Estep 
Score: -250631.812500 Penalty: 3614.969238
	Iteration 15Q: 3 clusters Score -250631.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 770 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -250638.109375 Penalty: 3614.969238
	Iteration 16Q: 3 clusters Score -250638.1 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 699 members 
Entering Unmasked Estep 
Score: -250644.640625 Penalty: 3614.969238
	Iteration 17Q: 3 clusters Score -250644.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 705 members 
Entering Unmasked Estep 
Score: -250651.156250 Penalty: 3614.969238
	Iteration 18Q: 3 clusters Score -250651.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -250655.281250 Penalty: 3614.969238
	Iteration 19Q: 3 clusters Score -250655.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -250657.578125 Penalty: 3614.969238
	Iteration 20F: 3 clusters Score -250657.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -250660.843750 Penalty: 3614.969238
	Iteration 21Q: 3 clusters Score -250660.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -250662.812500 Penalty: 3614.969238
	Iteration 22Q: 3 clusters Score -250662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -250662.812500 Penalty: 3614.969238
	Iteration 23F: 3 clusters Score -250662.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 32603 members 
Mstep: Class 4 contains 45772 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 748 members 
Mstep: Class 7 contains 41999 members 
Mstep: Class 8 contains 45593 members 
Mstep: Class 9 contains 46423 members 
Mstep: Class 10 contains 16687 members 
Mstep: Class 11 contains 27667 members 
Mstep: Class 12 contains 60628 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 9594 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43694 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 5679 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28239 members 
Mstep: Class 22 contains 41639 members 
Mstep: Class 23 contains 26942 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 6870 members 
Mstep: Class 26 contains 41716 members 
Mstep: Class 27 contains 54218 members 
Mstep: Class 28 contains 45503 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8765 members 
Mstep: Class 31 contains 55134 members 
Mstep: Class 32 contains 26392 members 
Mstep: Class 33 contains 42388 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1718 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46735 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 34406 members 
Mstep: Class 40 contains 43501 members 
Mstep: Class 41 contains 20601 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25586 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45901 members 
Mstep: Class 47 contains 19927 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11135 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27276 members 
Mstep: Class 53 contains 715 members 
Entering Unmasked Estep 
Score: -207964256.000000 Penalty: 183036.406250
Splitting cluster 6 changes total score from -207965536.000000 to -207964256.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (41999 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41999 members 
Entering Unmasked Estep 
Score: -8093070.500000 Penalty: 2640.059570
	Iteration 0F: 2 clusters Score -8093070 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20917 members 
Mstep: Class 2 contains 21082 members 
Entering Unmasked Estep 
Score: -8067940.000000 Penalty: 5280.119141
	Iteration 0F: 3 clusters Score -8067940 nChanged 19242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20057 members 
Mstep: Class 2 contains 21942 members 
Entering Unmasked Estep 
Score: -8078307.500000 Penalty: 5280.119141
	Iteration 1F: 3 clusters Score -8078308 nChanged 1828
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19537 members 
Mstep: Class 2 contains 22462 members 
Entering Unmasked Estep 
Score: -8078866.000000 Penalty: 5280.119141
	Iteration 2Q: 3 clusters Score -8078866 nChanged 1751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18796 members 
Mstep: Class 2 contains 23203 members 
Entering Unmasked Estep 
Score: -8079286.500000 Penalty: 5280.119141
	Iteration 3Q: 3 clusters Score -8079286 nChanged 1737
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17791 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -8079776.500000 Penalty: 5280.119141
	Iteration 4Q: 3 clusters Score -8079776 nChanged 1857
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16430 members 
Mstep: Class 2 contains 25569 members 
Entering Unmasked Estep 
Score: -8080349.500000 Penalty: 5280.119141
	Iteration 5Q: 3 clusters Score -8080350 nChanged 2046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14662 members 
Mstep: Class 2 contains 27337 members 
Entering Unmasked Estep 
Score: -8081119.000000 Penalty: 5280.119141
	Iteration 6Q: 3 clusters Score -8081119 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12444 members 
Mstep: Class 2 contains 29555 members 
Entering Unmasked Estep 
Score: -8082013.000000 Penalty: 5280.119141
	Iteration 7F: 3 clusters Score -8082013 nChanged 2640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9914 members 
Mstep: Class 2 contains 32085 members 
Entering Unmasked Estep 
Score: -8083489.500000 Penalty: 5280.119141
	Iteration 8F: 3 clusters Score -8083490 nChanged 2794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7158 members 
Mstep: Class 2 contains 34841 members 
Entering Unmasked Estep 
Score: -8085431.500000 Penalty: 5280.119141
	Iteration 9F: 3 clusters Score -8085432 nChanged 2645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 37464 members 
Entering Unmasked Estep 
Score: -8087414.500000 Penalty: 5280.119141
	Iteration 10F: 3 clusters Score -8087414 nChanged 2067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -8089033.500000 Penalty: 5280.119141
	Iteration 11Q: 3 clusters Score -8089034 nChanged 1206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 40721 members 
Entering Unmasked Estep 
Score: -8089995.000000 Penalty: 5280.119141
	Iteration 12Q: 3 clusters Score -8089995 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 41297 members 
Entering Unmasked Estep 
Score: -8090371.500000 Penalty: 5280.119141
	Iteration 13Q: 3 clusters Score -8090372 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 41512 members 
Entering Unmasked Estep 
Score: -8090559.000000 Penalty: 5280.119141
	Iteration 14Q: 3 clusters Score -8090559 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 41599 members 
Entering Unmasked Estep 
Score: -8090678.500000 Penalty: 5280.119141
	Iteration 15Q: 3 clusters Score -8090678 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 41641 members 
Entering Unmasked Estep 
Score: -8090729.500000 Penalty: 5280.119141
	Iteration 16Q: 3 clusters Score -8090730 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -8090753.500000 Penalty: 5280.119141
	Iteration 17Q: 3 clusters Score -8090754 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 337 members 
Mstep: Class 2 contains 41662 members 
Entering Unmasked Estep 
Score: -8090783.000000 Penalty: 5280.119141
	Iteration 18Q: 3 clusters Score -8090783 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 41676 members 
Entering Unmasked Estep 
Score: -8090785.500000 Penalty: 5280.119141
	Iteration 19Q: 3 clusters Score -8090786 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 41686 members 
Entering Unmasked Estep 
Score: -8090800.000000 Penalty: 5280.119141
	Iteration 20F: 3 clusters Score -8090800 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 312 members 
Mstep: Class 2 contains 41687 members 
Entering Unmasked Estep 
Score: -8090812.000000 Penalty: 5280.119141
	Iteration 21Q: 3 clusters Score -8090812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -8090812.500000 Penalty: 5280.119141
	Iteration 22Q: 3 clusters Score -8090812 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 41690 members 
Entering Unmasked Estep 
Score: -8090814.500000 Penalty: 5280.119141
	Iteration 23Q: 3 clusters Score -8090814 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 308 members 
Mstep: Class 2 contains 41691 members 
Entering Unmasked Estep 
Score: -8090816.000000 Penalty: 5280.119141
	Iteration 24Q: 3 clusters Score -8090816 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -8090818.500000 Penalty: 5280.119141
	Iteration 25Q: 3 clusters Score -8090818 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41693 members 
Entering Unmasked Estep 
Score: -8090813.000000 Penalty: 5280.119141
	Iteration 26Q: 3 clusters Score -8090813 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8090812.500000 Penalty: 5280.119141
	Iteration 27Q: 3 clusters Score -8090812 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 41696 members 
Entering Unmasked Estep 
Score: -8090828.500000 Penalty: 5280.119141
	Iteration 28Q: 3 clusters Score -8090828 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8090826.000000 Penalty: 5280.119141
	Iteration 29Q: 3 clusters Score -8090826 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 41697 members 
Entering Unmasked Estep 
Score: -8090826.000000 Penalty: 5280.119141
	Iteration 30F: 3 clusters Score -8090826 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45593 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45593 members 
Entering Unmasked Estep 
Score: -8541516.000000 Penalty: 2660.422363
	Iteration 0F: 2 clusters Score -8541516 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22755 members 
Mstep: Class 2 contains 22838 members 
Entering Unmasked Estep 
Score: -8511727.000000 Penalty: 5320.844727
	Iteration 0F: 3 clusters Score -8511727 nChanged 20986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22233 members 
Mstep: Class 2 contains 23360 members 
Entering Unmasked Estep 
Score: -8523318.000000 Penalty: 5320.844727
	Iteration 1F: 3 clusters Score -8523318 nChanged 1833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21928 members 
Mstep: Class 2 contains 23665 members 
Entering Unmasked Estep 
Score: -8523860.000000 Penalty: 5320.844727
	Iteration 2Q: 3 clusters Score -8523860 nChanged 1681
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21545 members 
Mstep: Class 2 contains 24048 members 
Entering Unmasked Estep 
Score: -8524285.000000 Penalty: 5320.844727
	Iteration 3Q: 3 clusters Score -8524285 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21052 members 
Mstep: Class 2 contains 24541 members 
Entering Unmasked Estep 
Score: -8524622.000000 Penalty: 5320.844727
	Iteration 4Q: 3 clusters Score -8524622 nChanged 1481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 25190 members 
Entering Unmasked Estep 
Score: -8525042.000000 Penalty: 5320.844727
	Iteration 5Q: 3 clusters Score -8525042 nChanged 1486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 26046 members 
Entering Unmasked Estep 
Score: -8525442.000000 Penalty: 5320.844727
	Iteration 6Q: 3 clusters Score -8525442 nChanged 1634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18379 members 
Mstep: Class 2 contains 27214 members 
Entering Unmasked Estep 
Score: -8526113.000000 Penalty: 5320.844727
	Iteration 7Q: 3 clusters Score -8526113 nChanged 1909
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16850 members 
Mstep: Class 2 contains 28743 members 
Entering Unmasked Estep 
Score: -8527085.000000 Penalty: 5320.844727
	Iteration 8Q: 3 clusters Score -8527085 nChanged 2250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14972 members 
Mstep: Class 2 contains 30621 members 
Entering Unmasked Estep 
Score: -8528535.000000 Penalty: 5320.844727
	Iteration 9Q: 3 clusters Score -8528535 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12890 members 
Mstep: Class 2 contains 32703 members 
Entering Unmasked Estep 
Score: -8530329.000000 Penalty: 5320.844727
	Iteration 10F: 3 clusters Score -8530329 nChanged 2321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10933 members 
Mstep: Class 2 contains 34660 members 
Entering Unmasked Estep 
Score: -8532177.000000 Penalty: 5320.844727
	Iteration 11F: 3 clusters Score -8532177 nChanged 2053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 36271 members 
Entering Unmasked Estep 
Score: -8533660.000000 Penalty: 5320.844727
	Iteration 12Q: 3 clusters Score -8533660 nChanged 1632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8088 members 
Mstep: Class 2 contains 37505 members 
Entering Unmasked Estep 
Score: -8534705.000000 Penalty: 5320.844727
	Iteration 13Q: 3 clusters Score -8534705 nChanged 1228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7102 members 
Mstep: Class 2 contains 38491 members 
Entering Unmasked Estep 
Score: -8535484.000000 Penalty: 5320.844727
	Iteration 14Q: 3 clusters Score -8535484 nChanged 961
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6271 members 
Mstep: Class 2 contains 39322 members 
Entering Unmasked Estep 
Score: -8535995.000000 Penalty: 5320.844727
	Iteration 15Q: 3 clusters Score -8535995 nChanged 756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Mstep: Class 2 contains 40036 members 
Entering Unmasked Estep 
Score: -8536421.000000 Penalty: 5320.844727
	Iteration 16Q: 3 clusters Score -8536421 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 40681 members 
Entering Unmasked Estep 
Score: -8536768.000000 Penalty: 5320.844727
	Iteration 17Q: 3 clusters Score -8536768 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4319 members 
Mstep: Class 2 contains 41274 members 
Entering Unmasked Estep 
Score: -8537051.000000 Penalty: 5320.844727
	Iteration 18Q: 3 clusters Score -8537051 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3755 members 
Mstep: Class 2 contains 41838 members 
Entering Unmasked Estep 
Score: -8537344.000000 Penalty: 5320.844727
	Iteration 19Q: 3 clusters Score -8537344 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3246 members 
Mstep: Class 2 contains 42347 members 
Entering Unmasked Estep 
Score: -8537612.000000 Penalty: 5320.844727
	Iteration 20F: 3 clusters Score -8537612 nChanged 469
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2779 members 
Mstep: Class 2 contains 42814 members 
Entering Unmasked Estep 
Score: -8537860.000000 Penalty: 5320.844727
	Iteration 21Q: 3 clusters Score -8537860 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2398 members 
Mstep: Class 2 contains 43195 members 
Entering Unmasked Estep 
Score: -8538059.000000 Penalty: 5320.844727
	Iteration 22Q: 3 clusters Score -8538059 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2044 members 
Mstep: Class 2 contains 43549 members 
Entering Unmasked Estep 
Score: -8538253.000000 Penalty: 5320.844727
	Iteration 23Q: 3 clusters Score -8538253 nChanged 320
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1724 members 
Mstep: Class 2 contains 43869 members 
Entering Unmasked Estep 
Score: -8538439.000000 Penalty: 5320.844727
	Iteration 24Q: 3 clusters Score -8538439 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1458 members 
Mstep: Class 2 contains 44135 members 
Entering Unmasked Estep 
Score: -8538620.000000 Penalty: 5320.844727
	Iteration 25Q: 3 clusters Score -8538620 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 44348 members 
Entering Unmasked Estep 
Score: -8538726.000000 Penalty: 5320.844727
	Iteration 26Q: 3 clusters Score -8538726 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 44505 members 
Entering Unmasked Estep 
Score: -8538818.000000 Penalty: 5320.844727
	Iteration 27Q: 3 clusters Score -8538818 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 963 members 
Mstep: Class 2 contains 44630 members 
Entering Unmasked Estep 
Score: -8538914.000000 Penalty: 5320.844727
	Iteration 28Q: 3 clusters Score -8538914 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 44736 members 
Entering Unmasked Estep 
Score: -8538996.000000 Penalty: 5320.844727
	Iteration 29Q: 3 clusters Score -8538996 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 773 members 
Mstep: Class 2 contains 44820 members 
Entering Unmasked Estep 
Score: -8539047.000000 Penalty: 5320.844727
	Iteration 30Q: 3 clusters Score -8539047 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 711 members 
Mstep: Class 2 contains 44882 members 
Entering Unmasked Estep 
Score: -8539111.000000 Penalty: 5320.844727
	Iteration 31Q: 3 clusters Score -8539111 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 44926 members 
Entering Unmasked Estep 
Score: -8539131.000000 Penalty: 5320.844727
	Iteration 32Q: 3 clusters Score -8539131 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 635 members 
Mstep: Class 2 contains 44958 members 
Entering Unmasked Estep 
Score: -8539155.000000 Penalty: 5320.844727
	Iteration 33Q: 3 clusters Score -8539155 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 607 members 
Mstep: Class 2 contains 44986 members 
Entering Unmasked Estep 
Score: -8539176.000000 Penalty: 5320.844727
	Iteration 34Q: 3 clusters Score -8539176 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 584 members 
Mstep: Class 2 contains 45009 members 
Entering Unmasked Estep 
Score: -8539179.000000 Penalty: 5320.844727
	Iteration 35Q: 3 clusters Score -8539179 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 568 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -8539199.000000 Penalty: 5320.844727
	Iteration 36Q: 3 clusters Score -8539199 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 558 members 
Mstep: Class 2 contains 45035 members 
Entering Unmasked Estep 
Score: -8539205.000000 Penalty: 5320.844727
	Iteration 37Q: 3 clusters Score -8539205 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 554 members 
Mstep: Class 2 contains 45039 members 
Entering Unmasked Estep 
Score: -8539214.000000 Penalty: 5320.844727
	Iteration 38Q: 3 clusters Score -8539214 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 45042 members 
Entering Unmasked Estep 
Score: -8539219.000000 Penalty: 5320.844727
	Iteration 39Q: 3 clusters Score -8539219 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 546 members 
Mstep: Class 2 contains 45047 members 
Entering Unmasked Estep 
Score: -8539220.000000 Penalty: 5320.844727
	Iteration 40F: 3 clusters Score -8539220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 45049 members 
Entering Unmasked Estep 
Score: -8539220.000000 Penalty: 5320.844727
	Iteration 41Q: 3 clusters Score -8539220 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -8539223.000000 Penalty: 5320.844727
	Iteration 42Q: 3 clusters Score -8539223 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8539219.000000 Penalty: 5320.844727
	Iteration 43Q: 3 clusters Score -8539219 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8539216.000000 Penalty: 5320.844727
	Iteration 44Q: 3 clusters Score -8539216 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8539221.000000 Penalty: 5320.844727
	Iteration 45Q: 3 clusters Score -8539221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 45051 members 
Entering Unmasked Estep 
Score: -8539221.000000 Penalty: 5320.844727
	Iteration 46Q: 3 clusters Score -8539221 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8539220.000000 Penalty: 5320.844727
	Iteration 47Q: 3 clusters Score -8539220 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45052 members 
Entering Unmasked Estep 
Score: -8539220.000000 Penalty: 5320.844727
	Iteration 48F: 3 clusters Score -8539220 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (46423 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46423 members 
Entering Unmasked Estep 
Score: -8732380.000000 Penalty: 2664.896484
	Iteration 0F: 2 clusters Score -8732380 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23221 members 
Mstep: Class 2 contains 23202 members 
Entering Unmasked Estep 
Score: -8701887.000000 Penalty: 5329.792969
	Iteration 0F: 3 clusters Score -8701887 nChanged 21217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23194 members 
Mstep: Class 2 contains 23229 members 
Entering Unmasked Estep 
Score: -8713617.000000 Penalty: 5329.792969
	Iteration 1F: 3 clusters Score -8713617 nChanged 1914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23248 members 
Mstep: Class 2 contains 23175 members 
Entering Unmasked Estep 
Score: -8714197.000000 Penalty: 5329.792969
	Iteration 2Q: 3 clusters Score -8714197 nChanged 1822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23374 members 
Mstep: Class 2 contains 23049 members 
Entering Unmasked Estep 
Score: -8714795.000000 Penalty: 5329.792969
	Iteration 3Q: 3 clusters Score -8714795 nChanged 1805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23637 members 
Mstep: Class 2 contains 22786 members 
Entering Unmasked Estep 
Score: -8715486.000000 Penalty: 5329.792969
	Iteration 4Q: 3 clusters Score -8715486 nChanged 1919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24104 members 
Mstep: Class 2 contains 22319 members 
Entering Unmasked Estep 
Score: -8716264.000000 Penalty: 5329.792969
	Iteration 5Q: 3 clusters Score -8716264 nChanged 2125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24815 members 
Mstep: Class 2 contains 21608 members 
Entering Unmasked Estep 
Score: -8717309.000000 Penalty: 5329.792969
	Iteration 6Q: 3 clusters Score -8717309 nChanged 2510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25869 members 
Mstep: Class 2 contains 20554 members 
Entering Unmasked Estep 
Score: -8718751.000000 Penalty: 5329.792969
	Iteration 7F: 3 clusters Score -8718751 nChanged 2827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27192 members 
Mstep: Class 2 contains 19231 members 
Entering Unmasked Estep 
Score: -8720806.000000 Penalty: 5329.792969
	Iteration 8F: 3 clusters Score -8720806 nChanged 3050
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28582 members 
Mstep: Class 2 contains 17841 members 
Entering Unmasked Estep 
Score: -8723354.000000 Penalty: 5329.792969
	Iteration 9F: 3 clusters Score -8723354 nChanged 2809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29733 members 
Mstep: Class 2 contains 16690 members 
Entering Unmasked Estep 
Score: -8725442.000000 Penalty: 5329.792969
	Iteration 10F: 3 clusters Score -8725442 nChanged 2001
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30594 members 
Mstep: Class 2 contains 15829 members 
Entering Unmasked Estep 
Score: -8726654.000000 Penalty: 5329.792969
	Iteration 11Q: 3 clusters Score -8726654 nChanged 1247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31275 members 
Mstep: Class 2 contains 15148 members 
Entering Unmasked Estep 
Score: -8727233.000000 Penalty: 5329.792969
	Iteration 12Q: 3 clusters Score -8727233 nChanged 803
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31892 members 
Mstep: Class 2 contains 14531 members 
Entering Unmasked Estep 
Score: -8727549.000000 Penalty: 5329.792969
	Iteration 13Q: 3 clusters Score -8727549 nChanged 713
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32505 members 
Mstep: Class 2 contains 13918 members 
Entering Unmasked Estep 
Score: -8727857.000000 Penalty: 5329.792969
	Iteration 14Q: 3 clusters Score -8727857 nChanged 632
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33063 members 
Mstep: Class 2 contains 13360 members 
Entering Unmasked Estep 
Score: -8728140.000000 Penalty: 5329.792969
	Iteration 15Q: 3 clusters Score -8728140 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33555 members 
Mstep: Class 2 contains 12868 members 
Entering Unmasked Estep 
Score: -8728329.000000 Penalty: 5329.792969
	Iteration 16Q: 3 clusters Score -8728329 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34004 members 
Mstep: Class 2 contains 12419 members 
Entering Unmasked Estep 
Score: -8728485.000000 Penalty: 5329.792969
	Iteration 17Q: 3 clusters Score -8728485 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34414 members 
Mstep: Class 2 contains 12009 members 
Entering Unmasked Estep 
Score: -8728600.000000 Penalty: 5329.792969
	Iteration 18Q: 3 clusters Score -8728600 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34794 members 
Mstep: Class 2 contains 11629 members 
Entering Unmasked Estep 
Score: -8728676.000000 Penalty: 5329.792969
	Iteration 19Q: 3 clusters Score -8728676 nChanged 339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35123 members 
Mstep: Class 2 contains 11300 members 
Entering Unmasked Estep 
Score: -8728774.000000 Penalty: 5329.792969
	Iteration 20F: 3 clusters Score -8728774 nChanged 327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35442 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -8728883.000000 Penalty: 5329.792969
	Iteration 21Q: 3 clusters Score -8728883 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35772 members 
Mstep: Class 2 contains 10651 members 
Entering Unmasked Estep 
Score: -8728963.000000 Penalty: 5329.792969
	Iteration 22Q: 3 clusters Score -8728963 nChanged 335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36103 members 
Mstep: Class 2 contains 10320 members 
Entering Unmasked Estep 
Score: -8729062.000000 Penalty: 5329.792969
	Iteration 23Q: 3 clusters Score -8729062 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36447 members 
Mstep: Class 2 contains 9976 members 
Entering Unmasked Estep 
Score: -8729159.000000 Penalty: 5329.792969
	Iteration 24Q: 3 clusters Score -8729159 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36791 members 
Mstep: Class 2 contains 9632 members 
Entering Unmasked Estep 
Score: -8729207.000000 Penalty: 5329.792969
	Iteration 25Q: 3 clusters Score -8729207 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37110 members 
Mstep: Class 2 contains 9313 members 
Entering Unmasked Estep 
Score: -8729285.000000 Penalty: 5329.792969
	Iteration 26Q: 3 clusters Score -8729285 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37424 members 
Mstep: Class 2 contains 8999 members 
Entering Unmasked Estep 
Score: -8729393.000000 Penalty: 5329.792969
	Iteration 27Q: 3 clusters Score -8729393 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37692 members 
Mstep: Class 2 contains 8731 members 
Entering Unmasked Estep 
Score: -8729444.000000 Penalty: 5329.792969
	Iteration 28Q: 3 clusters Score -8729444 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37942 members 
Mstep: Class 2 contains 8481 members 
Entering Unmasked Estep 
Score: -8729458.000000 Penalty: 5329.792969
	Iteration 29Q: 3 clusters Score -8729458 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38195 members 
Mstep: Class 2 contains 8228 members 
Entering Unmasked Estep 
Score: -8729560.000000 Penalty: 5329.792969
	Iteration 30Q: 3 clusters Score -8729560 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38470 members 
Mstep: Class 2 contains 7953 members 
Entering Unmasked Estep 
Score: -8729612.000000 Penalty: 5329.792969
	Iteration 31Q: 3 clusters Score -8729612 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38730 members 
Mstep: Class 2 contains 7693 members 
Entering Unmasked Estep 
Score: -8729710.000000 Penalty: 5329.792969
	Iteration 32Q: 3 clusters Score -8729710 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38994 members 
Mstep: Class 2 contains 7429 members 
Entering Unmasked Estep 
Score: -8729752.000000 Penalty: 5329.792969
	Iteration 33Q: 3 clusters Score -8729752 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39252 members 
Mstep: Class 2 contains 7171 members 
Entering Unmasked Estep 
Score: -8729860.000000 Penalty: 5329.792969
	Iteration 34Q: 3 clusters Score -8729860 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 6917 members 
Entering Unmasked Estep 
Score: -8729904.000000 Penalty: 5329.792969
	Iteration 35Q: 3 clusters Score -8729904 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39737 members 
Mstep: Class 2 contains 6686 members 
Entering Unmasked Estep 
Score: -8729937.000000 Penalty: 5329.792969
	Iteration 36Q: 3 clusters Score -8729937 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39957 members 
Mstep: Class 2 contains 6466 members 
Entering Unmasked Estep 
Score: -8729988.000000 Penalty: 5329.792969
	Iteration 37Q: 3 clusters Score -8729988 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40198 members 
Mstep: Class 2 contains 6225 members 
Entering Unmasked Estep 
Score: -8730032.000000 Penalty: 5329.792969
	Iteration 38Q: 3 clusters Score -8730032 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40444 members 
Mstep: Class 2 contains 5979 members 
Entering Unmasked Estep 
Score: -8730084.000000 Penalty: 5329.792969
	Iteration 39Q: 3 clusters Score -8730084 nChanged 229
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40671 members 
Mstep: Class 2 contains 5752 members 
Entering Unmasked Estep 
Score: -8730124.000000 Penalty: 5329.792969
	Iteration 40F: 3 clusters Score -8730124 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40905 members 
Mstep: Class 2 contains 5518 members 
Entering Unmasked Estep 
Score: -8730177.000000 Penalty: 5329.792969
	Iteration 41Q: 3 clusters Score -8730177 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41156 members 
Mstep: Class 2 contains 5267 members 
Entering Unmasked Estep 
Score: -8730244.000000 Penalty: 5329.792969
	Iteration 42Q: 3 clusters Score -8730244 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41408 members 
Mstep: Class 2 contains 5015 members 
Entering Unmasked Estep 
Score: -8730283.000000 Penalty: 5329.792969
	Iteration 43Q: 3 clusters Score -8730283 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41658 members 
Mstep: Class 2 contains 4765 members 
Entering Unmasked Estep 
Score: -8730325.000000 Penalty: 5329.792969
	Iteration 44Q: 3 clusters Score -8730325 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41902 members 
Mstep: Class 2 contains 4521 members 
Entering Unmasked Estep 
Score: -8730347.000000 Penalty: 5329.792969
	Iteration 45Q: 3 clusters Score -8730347 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42127 members 
Mstep: Class 2 contains 4296 members 
Entering Unmasked Estep 
Score: -8730353.000000 Penalty: 5329.792969
	Iteration 46Q: 3 clusters Score -8730353 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42331 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -8730384.000000 Penalty: 5329.792969
	Iteration 47Q: 3 clusters Score -8730384 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42531 members 
Mstep: Class 2 contains 3892 members 
Entering Unmasked Estep 
Score: -8730423.000000 Penalty: 5329.792969
	Iteration 48Q: 3 clusters Score -8730423 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42738 members 
Mstep: Class 2 contains 3685 members 
Entering Unmasked Estep 
Score: -8730457.000000 Penalty: 5329.792969
	Iteration 49Q: 3 clusters Score -8730457 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42963 members 
Mstep: Class 2 contains 3460 members 
Entering Unmasked Estep 
Score: -8730473.000000 Penalty: 5329.792969
	Iteration 50Q: 3 clusters Score -8730473 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43166 members 
Mstep: Class 2 contains 3257 members 
Entering Unmasked Estep 
Score: -8730472.000000 Penalty: 5329.792969
	Iteration 51Q: 3 clusters Score -8730472 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43358 members 
Mstep: Class 2 contains 3065 members 
Entering Unmasked Estep 
Score: -8730519.000000 Penalty: 5329.792969
	Iteration 52Q: 3 clusters Score -8730519 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43546 members 
Mstep: Class 2 contains 2877 members 
Entering Unmasked Estep 
Score: -8730507.000000 Penalty: 5329.792969
	Iteration 53Q: 3 clusters Score -8730507 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43714 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -8730504.000000 Penalty: 5329.792969
	Iteration 54Q: 3 clusters Score -8730504 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43864 members 
Mstep: Class 2 contains 2559 members 
Entering Unmasked Estep 
Score: -8730529.000000 Penalty: 5329.792969
	Iteration 55Q: 3 clusters Score -8730529 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43997 members 
Mstep: Class 2 contains 2426 members 
Entering Unmasked Estep 
Score: -8730513.000000 Penalty: 5329.792969
	Iteration 56Q: 3 clusters Score -8730513 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44124 members 
Mstep: Class 2 contains 2299 members 
Entering Unmasked Estep 
Score: -8730486.000000 Penalty: 5329.792969
	Iteration 57Q: 3 clusters Score -8730486 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44240 members 
Mstep: Class 2 contains 2183 members 
Entering Unmasked Estep 
Score: -8730502.000000 Penalty: 5329.792969
	Iteration 58Q: 3 clusters Score -8730502 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44330 members 
Mstep: Class 2 contains 2093 members 
Entering Unmasked Estep 
Score: -8730534.000000 Penalty: 5329.792969
	Iteration 59Q: 3 clusters Score -8730534 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44426 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -8730524.000000 Penalty: 5329.792969
	Iteration 60F: 3 clusters Score -8730524 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44516 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -8730544.000000 Penalty: 5329.792969
	Iteration 61Q: 3 clusters Score -8730544 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44606 members 
Mstep: Class 2 contains 1817 members 
Entering Unmasked Estep 
Score: -8730524.000000 Penalty: 5329.792969
	Iteration 62Q: 3 clusters Score -8730524 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44685 members 
Mstep: Class 2 contains 1738 members 
Entering Unmasked Estep 
Score: -8730540.000000 Penalty: 5329.792969
	Iteration 63Q: 3 clusters Score -8730540 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44753 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -8730538.000000 Penalty: 5329.792969
	Iteration 64Q: 3 clusters Score -8730538 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44805 members 
Mstep: Class 2 contains 1618 members 
Entering Unmasked Estep 
Score: -8730535.000000 Penalty: 5329.792969
	Iteration 65Q: 3 clusters Score -8730535 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44854 members 
Mstep: Class 2 contains 1569 members 
Entering Unmasked Estep 
Score: -8730534.000000 Penalty: 5329.792969
	Iteration 66Q: 3 clusters Score -8730534 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44893 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -8730545.000000 Penalty: 5329.792969
	Iteration 67Q: 3 clusters Score -8730545 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44932 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -8730534.000000 Penalty: 5329.792969
	Iteration 68Q: 3 clusters Score -8730534 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44953 members 
Mstep: Class 2 contains 1470 members 
Entering Unmasked Estep 
Score: -8730529.000000 Penalty: 5329.792969
	Iteration 69Q: 3 clusters Score -8730529 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44969 members 
Mstep: Class 2 contains 1454 members 
Entering Unmasked Estep 
Score: -8730525.000000 Penalty: 5329.792969
	Iteration 70Q: 3 clusters Score -8730525 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44989 members 
Mstep: Class 2 contains 1434 members 
Entering Unmasked Estep 
Score: -8730519.000000 Penalty: 5329.792969
	Iteration 71Q: 3 clusters Score -8730519 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45012 members 
Mstep: Class 2 contains 1411 members 
Entering Unmasked Estep 
Score: -8730520.000000 Penalty: 5329.792969
	Iteration 72Q: 3 clusters Score -8730520 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45034 members 
Mstep: Class 2 contains 1389 members 
Entering Unmasked Estep 
Score: -8730514.000000 Penalty: 5329.792969
	Iteration 73Q: 3 clusters Score -8730514 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45057 members 
Mstep: Class 2 contains 1366 members 
Entering Unmasked Estep 
Score: -8730526.000000 Penalty: 5329.792969
	Iteration 74Q: 3 clusters Score -8730526 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45084 members 
Mstep: Class 2 contains 1339 members 
Entering Unmasked Estep 
Score: -8730514.000000 Penalty: 5329.792969
	Iteration 75Q: 3 clusters Score -8730514 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45107 members 
Mstep: Class 2 contains 1316 members 
Entering Unmasked Estep 
Score: -8730520.000000 Penalty: 5329.792969
	Iteration 76Q: 3 clusters Score -8730520 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45119 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -8730517.000000 Penalty: 5329.792969
	Iteration 77Q: 3 clusters Score -8730517 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45131 members 
Mstep: Class 2 contains 1292 members 
Entering Unmasked Estep 
Score: -8730523.000000 Penalty: 5329.792969
	Iteration 78Q: 3 clusters Score -8730523 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45148 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -8730510.000000 Penalty: 5329.792969
	Iteration 79Q: 3 clusters Score -8730510 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45165 members 
Mstep: Class 2 contains 1258 members 
Entering Unmasked Estep 
Score: -8730514.000000 Penalty: 5329.792969
	Iteration 80F: 3 clusters Score -8730514 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45175 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -8730515.000000 Penalty: 5329.792969
	Iteration 81Q: 3 clusters Score -8730515 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45185 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -8730514.000000 Penalty: 5329.792969
	Iteration 82Q: 3 clusters Score -8730514 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45192 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8730509.000000 Penalty: 5329.792969
	Iteration 83Q: 3 clusters Score -8730509 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45197 members 
Mstep: Class 2 contains 1226 members 
Entering Unmasked Estep 
Score: -8730489.000000 Penalty: 5329.792969
	Iteration 84Q: 3 clusters Score -8730489 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45202 members 
Mstep: Class 2 contains 1221 members 
Entering Unmasked Estep 
Score: -8730493.000000 Penalty: 5329.792969
	Iteration 85Q: 3 clusters Score -8730493 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45208 members 
Mstep: Class 2 contains 1215 members 
Entering Unmasked Estep 
Score: -8730485.000000 Penalty: 5329.792969
	Iteration 86Q: 3 clusters Score -8730485 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45215 members 
Mstep: Class 2 contains 1208 members 
Entering Unmasked Estep 
Score: -8730494.000000 Penalty: 5329.792969
	Iteration 87Q: 3 clusters Score -8730494 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45221 members 
Mstep: Class 2 contains 1202 members 
Entering Unmasked Estep 
Score: -8730500.000000 Penalty: 5329.792969
	Iteration 88Q: 3 clusters Score -8730500 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45229 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -8730495.000000 Penalty: 5329.792969
	Iteration 89Q: 3 clusters Score -8730495 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45237 members 
Mstep: Class 2 contains 1186 members 
Entering Unmasked Estep 
Score: -8730506.000000 Penalty: 5329.792969
	Iteration 90Q: 3 clusters Score -8730506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45239 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -8730508.000000 Penalty: 5329.792969
	Iteration 91Q: 3 clusters Score -8730508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8730505.000000 Penalty: 5329.792969
	Iteration 92Q: 3 clusters Score -8730505 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45241 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8730505.000000 Penalty: 5329.792969
	Iteration 93F: 3 clusters Score -8730505 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16687 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16687 members 
Entering Unmasked Estep 
Score: -3150637.000000 Penalty: 2411.151611
	Iteration 0F: 2 clusters Score -3150637 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8350 members 
Mstep: Class 2 contains 8337 members 
Entering Unmasked Estep 
Score: -3138627.500000 Penalty: 4822.303223
	Iteration 0F: 3 clusters Score -3138628 nChanged 7252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8438 members 
Mstep: Class 2 contains 8249 members 
Entering Unmasked Estep 
Score: -3142448.500000 Penalty: 4822.303223
	Iteration 1F: 3 clusters Score -3142448 nChanged 972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8570 members 
Mstep: Class 2 contains 8117 members 
Entering Unmasked Estep 
Score: -3142794.000000 Penalty: 4822.303223
	Iteration 2F: 3 clusters Score -3142794 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8746 members 
Mstep: Class 2 contains 7941 members 
Entering Unmasked Estep 
Score: -3143051.750000 Penalty: 4822.303223
	Iteration 3Q: 3 clusters Score -3143052 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Mstep: Class 2 contains 7718 members 
Entering Unmasked Estep 
Score: -3143292.750000 Penalty: 4822.303223
	Iteration 4Q: 3 clusters Score -3143293 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9214 members 
Mstep: Class 2 contains 7473 members 
Entering Unmasked Estep 
Score: -3143525.500000 Penalty: 4822.303223
	Iteration 5Q: 3 clusters Score -3143526 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 7146 members 
Entering Unmasked Estep 
Score: -3143755.250000 Penalty: 4822.303223
	Iteration 6Q: 3 clusters Score -3143755 nChanged 634
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9943 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3144020.000000 Penalty: 4822.303223
	Iteration 7Q: 3 clusters Score -3144020 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10434 members 
Mstep: Class 2 contains 6253 members 
Entering Unmasked Estep 
Score: -3144357.750000 Penalty: 4822.303223
	Iteration 8Q: 3 clusters Score -3144358 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10994 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -3144773.250000 Penalty: 4822.303223
	Iteration 9Q: 3 clusters Score -3144773 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11642 members 
Mstep: Class 2 contains 5045 members 
Entering Unmasked Estep 
Score: -3145273.250000 Penalty: 4822.303223
	Iteration 10Q: 3 clusters Score -3145273 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12338 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -3145828.500000 Penalty: 4822.303223
	Iteration 11F: 3 clusters Score -3145828 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13001 members 
Mstep: Class 2 contains 3686 members 
Entering Unmasked Estep 
Score: -3146349.000000 Penalty: 4822.303223
	Iteration 12Q: 3 clusters Score -3146349 nChanged 671
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13602 members 
Mstep: Class 2 contains 3085 members 
Entering Unmasked Estep 
Score: -3146796.000000 Penalty: 4822.303223
	Iteration 13Q: 3 clusters Score -3146796 nChanged 551
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14099 members 
Mstep: Class 2 contains 2588 members 
Entering Unmasked Estep 
Score: -3147128.000000 Penalty: 4822.303223
	Iteration 14Q: 3 clusters Score -3147128 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14497 members 
Mstep: Class 2 contains 2190 members 
Entering Unmasked Estep 
Score: -3147386.000000 Penalty: 4822.303223
	Iteration 15Q: 3 clusters Score -3147386 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14792 members 
Mstep: Class 2 contains 1895 members 
Entering Unmasked Estep 
Score: -3147576.000000 Penalty: 4822.303223
	Iteration 16Q: 3 clusters Score -3147576 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15066 members 
Mstep: Class 2 contains 1621 members 
Entering Unmasked Estep 
Score: -3147777.500000 Penalty: 4822.303223
	Iteration 17Q: 3 clusters Score -3147778 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15274 members 
Mstep: Class 2 contains 1413 members 
Entering Unmasked Estep 
Score: -3147929.750000 Penalty: 4822.303223
	Iteration 18Q: 3 clusters Score -3147930 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15439 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -3148056.250000 Penalty: 4822.303223
	Iteration 19Q: 3 clusters Score -3148056 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15582 members 
Mstep: Class 2 contains 1105 members 
Entering Unmasked Estep 
Score: -3148166.000000 Penalty: 4822.303223
	Iteration 20F: 3 clusters Score -3148166 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15707 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -3148262.000000 Penalty: 4822.303223
	Iteration 21Q: 3 clusters Score -3148262 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15791 members 
Mstep: Class 2 contains 896 members 
Entering Unmasked Estep 
Score: -3148326.000000 Penalty: 4822.303223
	Iteration 22Q: 3 clusters Score -3148326 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15846 members 
Mstep: Class 2 contains 841 members 
Entering Unmasked Estep 
Score: -3148361.500000 Penalty: 4822.303223
	Iteration 23Q: 3 clusters Score -3148362 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15891 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -3148388.750000 Penalty: 4822.303223
	Iteration 24Q: 3 clusters Score -3148389 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15931 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -3148418.000000 Penalty: 4822.303223
	Iteration 25Q: 3 clusters Score -3148418 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15960 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -3148442.000000 Penalty: 4822.303223
	Iteration 26Q: 3 clusters Score -3148442 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15986 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -3148457.000000 Penalty: 4822.303223
	Iteration 27Q: 3 clusters Score -3148457 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16012 members 
Mstep: Class 2 contains 675 members 
Entering Unmasked Estep 
Score: -3148470.750000 Penalty: 4822.303223
	Iteration 28Q: 3 clusters Score -3148471 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16027 members 
Mstep: Class 2 contains 660 members 
Entering Unmasked Estep 
Score: -3148483.000000 Penalty: 4822.303223
	Iteration 29Q: 3 clusters Score -3148483 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16052 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -3148500.250000 Penalty: 4822.303223
	Iteration 30Q: 3 clusters Score -3148500 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16070 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -3148512.750000 Penalty: 4822.303223
	Iteration 31Q: 3 clusters Score -3148513 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16081 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -3148523.750000 Penalty: 4822.303223
	Iteration 32Q: 3 clusters Score -3148524 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16093 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -3148543.250000 Penalty: 4822.303223
	Iteration 33Q: 3 clusters Score -3148543 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -3148549.250000 Penalty: 4822.303223
	Iteration 34Q: 3 clusters Score -3148549 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -3148558.250000 Penalty: 4822.303223
	Iteration 35Q: 3 clusters Score -3148558 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16118 members 
Mstep: Class 2 contains 569 members 
Entering Unmasked Estep 
Score: -3148562.000000 Penalty: 4822.303223
	Iteration 36Q: 3 clusters Score -3148562 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16121 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -3148568.000000 Penalty: 4822.303223
	Iteration 37Q: 3 clusters Score -3148568 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3148570.500000 Penalty: 4822.303223
	Iteration 38Q: 3 clusters Score -3148570 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16122 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -3148571.500000 Penalty: 4822.303223
	Iteration 39Q: 3 clusters Score -3148572 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16124 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -3148574.500000 Penalty: 4822.303223
	Iteration 40F: 3 clusters Score -3148574 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16126 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -3148577.500000 Penalty: 4822.303223
	Iteration 41Q: 3 clusters Score -3148578 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16129 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -3148578.750000 Penalty: 4822.303223
	Iteration 42Q: 3 clusters Score -3148579 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16133 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -3148583.000000 Penalty: 4822.303223
	Iteration 43Q: 3 clusters Score -3148583 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16137 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -3148582.500000 Penalty: 4822.303223
	Iteration 44Q: 3 clusters Score -3148582 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3148585.250000 Penalty: 4822.303223
	Iteration 45Q: 3 clusters Score -3148585 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16139 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -3148585.250000 Penalty: 4822.303223
	Iteration 46F: 3 clusters Score -3148585 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (27667 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27667 members 
Entering Unmasked Estep 
Score: -5285110.500000 Penalty: 2536.542969
	Iteration 0F: 2 clusters Score -5285110 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13876 members 
Mstep: Class 2 contains 13791 members 
Entering Unmasked Estep 
Score: -5266434.500000 Penalty: 5073.085938
	Iteration 0F: 3 clusters Score -5266434 nChanged 12308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14028 members 
Mstep: Class 2 contains 13639 members 
Entering Unmasked Estep 
Score: -5272925.500000 Penalty: 5073.085938
	Iteration 1F: 3 clusters Score -5272926 nChanged 1323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14127 members 
Mstep: Class 2 contains 13540 members 
Entering Unmasked Estep 
Score: -5273374.500000 Penalty: 5073.085938
	Iteration 2Q: 3 clusters Score -5273374 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14292 members 
Mstep: Class 2 contains 13375 members 
Entering Unmasked Estep 
Score: -5273789.000000 Penalty: 5073.085938
	Iteration 3Q: 3 clusters Score -5273789 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14519 members 
Mstep: Class 2 contains 13148 members 
Entering Unmasked Estep 
Score: -5274091.000000 Penalty: 5073.085938
	Iteration 4Q: 3 clusters Score -5274091 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14817 members 
Mstep: Class 2 contains 12850 members 
Entering Unmasked Estep 
Score: -5274363.500000 Penalty: 5073.085938
	Iteration 5Q: 3 clusters Score -5274364 nChanged 925
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15208 members 
Mstep: Class 2 contains 12459 members 
Entering Unmasked Estep 
Score: -5274681.000000 Penalty: 5073.085938
	Iteration 6Q: 3 clusters Score -5274681 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15769 members 
Mstep: Class 2 contains 11898 members 
Entering Unmasked Estep 
Score: -5275000.000000 Penalty: 5073.085938
	Iteration 7Q: 3 clusters Score -5275000 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16477 members 
Mstep: Class 2 contains 11190 members 
Entering Unmasked Estep 
Score: -5275389.000000 Penalty: 5073.085938
	Iteration 8Q: 3 clusters Score -5275389 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17314 members 
Mstep: Class 2 contains 10353 members 
Entering Unmasked Estep 
Score: -5275874.000000 Penalty: 5073.085938
	Iteration 9Q: 3 clusters Score -5275874 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18333 members 
Mstep: Class 2 contains 9334 members 
Entering Unmasked Estep 
Score: -5276498.000000 Penalty: 5073.085938
	Iteration 10Q: 3 clusters Score -5276498 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19560 members 
Mstep: Class 2 contains 8107 members 
Entering Unmasked Estep 
Score: -5277293.500000 Penalty: 5073.085938
	Iteration 11Q: 3 clusters Score -5277294 nChanged 1385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20845 members 
Mstep: Class 2 contains 6822 members 
Entering Unmasked Estep 
Score: -5278169.000000 Penalty: 5073.085938
	Iteration 12F: 3 clusters Score -5278169 nChanged 1337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22134 members 
Mstep: Class 2 contains 5533 members 
Entering Unmasked Estep 
Score: -5279064.000000 Penalty: 5073.085938
	Iteration 13Q: 3 clusters Score -5279064 nChanged 1192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23290 members 
Mstep: Class 2 contains 4377 members 
Entering Unmasked Estep 
Score: -5279911.000000 Penalty: 5073.085938
	Iteration 14Q: 3 clusters Score -5279911 nChanged 1067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24341 members 
Mstep: Class 2 contains 3326 members 
Entering Unmasked Estep 
Score: -5280693.500000 Penalty: 5073.085938
	Iteration 15Q: 3 clusters Score -5280694 nChanged 849
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25176 members 
Mstep: Class 2 contains 2491 members 
Entering Unmasked Estep 
Score: -5281315.000000 Penalty: 5073.085938
	Iteration 16Q: 3 clusters Score -5281315 nChanged 645
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25805 members 
Mstep: Class 2 contains 1862 members 
Entering Unmasked Estep 
Score: -5281781.000000 Penalty: 5073.085938
	Iteration 17Q: 3 clusters Score -5281781 nChanged 428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26227 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -5282127.000000 Penalty: 5073.085938
	Iteration 18Q: 3 clusters Score -5282127 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26515 members 
Mstep: Class 2 contains 1152 members 
Entering Unmasked Estep 
Score: -5282361.000000 Penalty: 5073.085938
	Iteration 19Q: 3 clusters Score -5282361 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -5282525.000000 Penalty: 5073.085938
	Iteration 20F: 3 clusters Score -5282525 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -5282643.500000 Penalty: 5073.085938
	Iteration 21Q: 3 clusters Score -5282644 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26939 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -5282726.500000 Penalty: 5073.085938
	Iteration 22Q: 3 clusters Score -5282726 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26998 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5282780.500000 Penalty: 5073.085938
	Iteration 23Q: 3 clusters Score -5282780 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27050 members 
Mstep: Class 2 contains 617 members 
Entering Unmasked Estep 
Score: -5282812.000000 Penalty: 5073.085938
	Iteration 24Q: 3 clusters Score -5282812 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27080 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5282840.000000 Penalty: 5073.085938
	Iteration 25Q: 3 clusters Score -5282840 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27104 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -5282864.500000 Penalty: 5073.085938
	Iteration 26Q: 3 clusters Score -5282864 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27119 members 
Mstep: Class 2 contains 548 members 
Entering Unmasked Estep 
Score: -5282879.500000 Penalty: 5073.085938
	Iteration 27Q: 3 clusters Score -5282880 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27130 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -5282888.000000 Penalty: 5073.085938
	Iteration 28Q: 3 clusters Score -5282888 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27140 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -5282892.000000 Penalty: 5073.085938
	Iteration 29Q: 3 clusters Score -5282892 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27154 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -5282892.500000 Penalty: 5073.085938
	Iteration 30Q: 3 clusters Score -5282892 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27163 members 
Mstep: Class 2 contains 504 members 
Entering Unmasked Estep 
Score: -5282903.000000 Penalty: 5073.085938
	Iteration 31Q: 3 clusters Score -5282903 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27166 members 
Mstep: Class 2 contains 501 members 
Entering Unmasked Estep 
Score: -5282903.000000 Penalty: 5073.085938
	Iteration 32Q: 3 clusters Score -5282903 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27170 members 
Mstep: Class 2 contains 497 members 
Entering Unmasked Estep 
Score: -5282910.500000 Penalty: 5073.085938
	Iteration 33Q: 3 clusters Score -5282910 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27174 members 
Mstep: Class 2 contains 493 members 
Entering Unmasked Estep 
Score: -5282916.500000 Penalty: 5073.085938
	Iteration 34Q: 3 clusters Score -5282916 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27175 members 
Mstep: Class 2 contains 492 members 
Entering Unmasked Estep 
Score: -5282917.000000 Penalty: 5073.085938
	Iteration 35Q: 3 clusters Score -5282917 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27178 members 
Mstep: Class 2 contains 489 members 
Entering Unmasked Estep 
Score: -5282920.000000 Penalty: 5073.085938
	Iteration 36Q: 3 clusters Score -5282920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27183 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -5282925.000000 Penalty: 5073.085938
	Iteration 37Q: 3 clusters Score -5282925 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27188 members 
Mstep: Class 2 contains 479 members 
Entering Unmasked Estep 
Score: -5282933.000000 Penalty: 5073.085938
	Iteration 38Q: 3 clusters Score -5282933 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27195 members 
Mstep: Class 2 contains 472 members 
Entering Unmasked Estep 
Score: -5282941.000000 Penalty: 5073.085938
	Iteration 39Q: 3 clusters Score -5282941 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27202 members 
Mstep: Class 2 contains 465 members 
Entering Unmasked Estep 
Score: -5282943.500000 Penalty: 5073.085938
	Iteration 40F: 3 clusters Score -5282944 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27209 members 
Mstep: Class 2 contains 458 members 
Entering Unmasked Estep 
Score: -5282951.500000 Penalty: 5073.085938
	Iteration 41Q: 3 clusters Score -5282952 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27214 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -5282959.500000 Penalty: 5073.085938
	Iteration 42Q: 3 clusters Score -5282960 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27218 members 
Mstep: Class 2 contains 449 members 
Entering Unmasked Estep 
Score: -5282965.000000 Penalty: 5073.085938
	Iteration 43Q: 3 clusters Score -5282965 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27222 members 
Mstep: Class 2 contains 445 members 
Entering Unmasked Estep 
Score: -5282966.500000 Penalty: 5073.085938
	Iteration 44Q: 3 clusters Score -5282966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27225 members 
Mstep: Class 2 contains 442 members 
Entering Unmasked Estep 
Score: -5282967.500000 Penalty: 5073.085938
	Iteration 45Q: 3 clusters Score -5282968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5282969.000000 Penalty: 5073.085938
	Iteration 46Q: 3 clusters Score -5282969 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27228 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -5282969.000000 Penalty: 5073.085938
	Iteration 47F: 3 clusters Score -5282969 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (60628 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 60628 members 
Entering Unmasked Estep 
Score: -10978527.000000 Penalty: 2731.103027
	Iteration 0F: 2 clusters Score -1.097853e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30278 members 
Mstep: Class 2 contains 30350 members 
Entering Unmasked Estep 
Score: -10939489.000000 Penalty: 5462.206055
	Iteration 0F: 3 clusters Score -1.093949e+07 nChanged 28243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29941 members 
Mstep: Class 2 contains 30687 members 
Entering Unmasked Estep 
Score: -10955043.000000 Penalty: 5462.206055
	Iteration 1F: 3 clusters Score -1.095504e+07 nChanged 2305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29756 members 
Mstep: Class 2 contains 30872 members 
Entering Unmasked Estep 
Score: -10955725.000000 Penalty: 5462.206055
	Iteration 2Q: 3 clusters Score -1.095572e+07 nChanged 2190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29410 members 
Mstep: Class 2 contains 31218 members 
Entering Unmasked Estep 
Score: -10956318.000000 Penalty: 5462.206055
	Iteration 3Q: 3 clusters Score -1.095632e+07 nChanged 2205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28881 members 
Mstep: Class 2 contains 31747 members 
Entering Unmasked Estep 
Score: -10956998.000000 Penalty: 5462.206055
	Iteration 4Q: 3 clusters Score -1.0957e+07 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28017 members 
Mstep: Class 2 contains 32611 members 
Entering Unmasked Estep 
Score: -10957689.000000 Penalty: 5462.206055
	Iteration 5Q: 3 clusters Score -1.095769e+07 nChanged 2414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26813 members 
Mstep: Class 2 contains 33815 members 
Entering Unmasked Estep 
Score: -10958506.000000 Penalty: 5462.206055
	Iteration 6Q: 3 clusters Score -1.095851e+07 nChanged 2585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25164 members 
Mstep: Class 2 contains 35464 members 
Entering Unmasked Estep 
Score: -10959506.000000 Penalty: 5462.206055
	Iteration 7Q: 3 clusters Score -1.095951e+07 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23010 members 
Mstep: Class 2 contains 37618 members 
Entering Unmasked Estep 
Score: -10960913.000000 Penalty: 5462.206055
	Iteration 8Q: 3 clusters Score -1.096091e+07 nChanged 3158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20380 members 
Mstep: Class 2 contains 40248 members 
Entering Unmasked Estep 
Score: -10962549.000000 Penalty: 5462.206055
	Iteration 9F: 3 clusters Score -1.096255e+07 nChanged 3327
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17321 members 
Mstep: Class 2 contains 43307 members 
Entering Unmasked Estep 
Score: -10964657.000000 Penalty: 5462.206055
	Iteration 10F: 3 clusters Score -1.096466e+07 nChanged 3573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13922 members 
Mstep: Class 2 contains 46706 members 
Entering Unmasked Estep 
Score: -10967279.000000 Penalty: 5462.206055
	Iteration 11F: 3 clusters Score -1.096728e+07 nChanged 3267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10763 members 
Mstep: Class 2 contains 49865 members 
Entering Unmasked Estep 
Score: -10969883.000000 Penalty: 5462.206055
	Iteration 12F: 3 clusters Score -1.096988e+07 nChanged 2789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8082 members 
Mstep: Class 2 contains 52546 members 
Entering Unmasked Estep 
Score: -10972134.000000 Penalty: 5462.206055
	Iteration 13Q: 3 clusters Score -1.097213e+07 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6127 members 
Mstep: Class 2 contains 54501 members 
Entering Unmasked Estep 
Score: -10973754.000000 Penalty: 5462.206055
	Iteration 14Q: 3 clusters Score -1.097375e+07 nChanged 1394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4801 members 
Mstep: Class 2 contains 55827 members 
Entering Unmasked Estep 
Score: -10974734.000000 Penalty: 5462.206055
	Iteration 15Q: 3 clusters Score -1.097473e+07 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3805 members 
Mstep: Class 2 contains 56823 members 
Entering Unmasked Estep 
Score: -10975320.000000 Penalty: 5462.206055
	Iteration 16Q: 3 clusters Score -1.097532e+07 nChanged 763
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 57560 members 
Entering Unmasked Estep 
Score: -10975662.000000 Penalty: 5462.206055
	Iteration 17Q: 3 clusters Score -1.097566e+07 nChanged 536
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2550 members 
Mstep: Class 2 contains 58078 members 
Entering Unmasked Estep 
Score: -10975907.000000 Penalty: 5462.206055
	Iteration 18Q: 3 clusters Score -1.097591e+07 nChanged 431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2127 members 
Mstep: Class 2 contains 58501 members 
Entering Unmasked Estep 
Score: -10976090.000000 Penalty: 5462.206055
	Iteration 19Q: 3 clusters Score -1.097609e+07 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1778 members 
Mstep: Class 2 contains 58850 members 
Entering Unmasked Estep 
Score: -10976254.000000 Penalty: 5462.206055
	Iteration 20F: 3 clusters Score -1.097625e+07 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1528 members 
Mstep: Class 2 contains 59100 members 
Entering Unmasked Estep 
Score: -10976366.000000 Penalty: 5462.206055
	Iteration 21Q: 3 clusters Score -1.097637e+07 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1304 members 
Mstep: Class 2 contains 59324 members 
Entering Unmasked Estep 
Score: -10976446.000000 Penalty: 5462.206055
	Iteration 22Q: 3 clusters Score -1.097645e+07 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 59484 members 
Entering Unmasked Estep 
Score: -10976484.000000 Penalty: 5462.206055
	Iteration 23Q: 3 clusters Score -1.097648e+07 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1022 members 
Mstep: Class 2 contains 59606 members 
Entering Unmasked Estep 
Score: -10976513.000000 Penalty: 5462.206055
	Iteration 24Q: 3 clusters Score -1.097651e+07 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 939 members 
Mstep: Class 2 contains 59689 members 
Entering Unmasked Estep 
Score: -10976520.000000 Penalty: 5462.206055
	Iteration 25Q: 3 clusters Score -1.097652e+07 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 59736 members 
Entering Unmasked Estep 
Score: -10976516.000000 Penalty: 5462.206055
	Iteration 26Q: 3 clusters Score -1.097652e+07 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 59772 members 
Entering Unmasked Estep 
Score: -10976536.000000 Penalty: 5462.206055
	Iteration 27Q: 3 clusters Score -1.097654e+07 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 59808 members 
Entering Unmasked Estep 
Score: -10976538.000000 Penalty: 5462.206055
	Iteration 28Q: 3 clusters Score -1.097654e+07 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 790 members 
Mstep: Class 2 contains 59838 members 
Entering Unmasked Estep 
Score: -10976552.000000 Penalty: 5462.206055
	Iteration 29Q: 3 clusters Score -1.097655e+07 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 59862 members 
Entering Unmasked Estep 
Score: -10976536.000000 Penalty: 5462.206055
	Iteration 30Q: 3 clusters Score -1.097654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 752 members 
Mstep: Class 2 contains 59876 members 
Entering Unmasked Estep 
Score: -10976535.000000 Penalty: 5462.206055
	Iteration 31Q: 3 clusters Score -1.097654e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 59886 members 
Entering Unmasked Estep 
Score: -10976541.000000 Penalty: 5462.206055
	Iteration 32Q: 3 clusters Score -1.097654e+07 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 726 members 
Mstep: Class 2 contains 59902 members 
Entering Unmasked Estep 
Score: -10976567.000000 Penalty: 5462.206055
	Iteration 33Q: 3 clusters Score -1.097657e+07 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 59911 members 
Entering Unmasked Estep 
Score: -10976562.000000 Penalty: 5462.206055
	Iteration 34Q: 3 clusters Score -1.097656e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 59921 members 
Entering Unmasked Estep 
Score: -10976567.000000 Penalty: 5462.206055
	Iteration 35Q: 3 clusters Score -1.097657e+07 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 702 members 
Mstep: Class 2 contains 59926 members 
Entering Unmasked Estep 
Score: -10976562.000000 Penalty: 5462.206055
	Iteration 36Q: 3 clusters Score -1.097656e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 59933 members 
Entering Unmasked Estep 
Score: -10976568.000000 Penalty: 5462.206055
	Iteration 37Q: 3 clusters Score -1.097657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 59934 members 
Entering Unmasked Estep 
Score: -10976572.000000 Penalty: 5462.206055
	Iteration 38Q: 3 clusters Score -1.097657e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -10976568.000000 Penalty: 5462.206055
	Iteration 39Q: 3 clusters Score -1.097657e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 59935 members 
Entering Unmasked Estep 
Score: -10976568.000000 Penalty: 5462.206055
	Iteration 40F: 3 clusters Score -1.097657e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (504 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 504 members 
Entering Unmasked Estep 
Score: -91330.718750 Penalty: 1543.198853
	Iteration 0F: 2 clusters Score -91330.72 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -89870.195312 Penalty: 3086.397705
	Iteration 0F: 3 clusters Score -89870.2 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 262 members 
Mstep: Class 2 contains 242 members 
Entering Unmasked Estep 
Score: -90083.914062 Penalty: 3086.397705
	Iteration 1F: 3 clusters Score -90083.91 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -90182.367188 Penalty: 3086.397705
	Iteration 2F: 3 clusters Score -90182.37 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 204 members 
Entering Unmasked Estep 
Score: -90289.054688 Penalty: 3086.397705
	Iteration 3F: 3 clusters Score -90289.05 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -90447.593750 Penalty: 3086.397705
	Iteration 4F: 3 clusters Score -90447.59 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -90635.945312 Penalty: 3086.397705
	Iteration 5Q: 3 clusters Score -90635.95 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -90823.906250 Penalty: 3086.397705
	Iteration 6F: 3 clusters Score -90823.91 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 331 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -90886.453125 Penalty: 3086.397705
	Iteration 7Q: 3 clusters Score -90886.45 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 327 members 
Mstep: Class 2 contains 177 members 
Entering Unmasked Estep 
Score: -90912.398438 Penalty: 3086.397705
	Iteration 8Q: 3 clusters Score -90912.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -90922.179688 Penalty: 3086.397705
	Iteration 9Q: 3 clusters Score -90922.18 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -90927.234375 Penalty: 3086.397705
	Iteration 10Q: 3 clusters Score -90927.23 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 178 members 
Entering Unmasked Estep 
Score: -90955.171875 Penalty: 3086.397705
	Iteration 11Q: 3 clusters Score -90955.17 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 180 members 
Entering Unmasked Estep 
Score: -90981.328125 Penalty: 3086.397705
	Iteration 12Q: 3 clusters Score -90981.33 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 182 members 
Entering Unmasked Estep 
Score: -91010.437500 Penalty: 3086.397705
	Iteration 13Q: 3 clusters Score -91010.44 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -91011.867188 Penalty: 3086.397705
	Iteration 14Q: 3 clusters Score -91011.87 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 183 members 
Entering Unmasked Estep 
Score: -91011.867188 Penalty: 3086.397705
	Iteration 15F: 3 clusters Score -91011.87 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (9594 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9594 members 
Entering Unmasked Estep 
Score: -1918331.125000 Penalty: 2273.885498
	Iteration 0F: 2 clusters Score -1918331 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4813 members 
Mstep: Class 2 contains 4781 members 
Entering Unmasked Estep 
Score: -1910925.750000 Penalty: 4547.770996
	Iteration 0F: 3 clusters Score -1910926 nChanged 3920
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4805 members 
Mstep: Class 2 contains 4789 members 
Entering Unmasked Estep 
Score: -1913064.375000 Penalty: 4547.770996
	Iteration 1F: 3 clusters Score -1913064 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4831 members 
Mstep: Class 2 contains 4763 members 
Entering Unmasked Estep 
Score: -1913320.375000 Penalty: 4547.770996
	Iteration 2F: 3 clusters Score -1913320 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4865 members 
Mstep: Class 2 contains 4729 members 
Entering Unmasked Estep 
Score: -1913487.125000 Penalty: 4547.770996
	Iteration 3Q: 3 clusters Score -1913487 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4924 members 
Mstep: Class 2 contains 4670 members 
Entering Unmasked Estep 
Score: -1913605.750000 Penalty: 4547.770996
	Iteration 4Q: 3 clusters Score -1913606 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4985 members 
Mstep: Class 2 contains 4609 members 
Entering Unmasked Estep 
Score: -1913681.375000 Penalty: 4547.770996
	Iteration 5Q: 3 clusters Score -1913681 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5029 members 
Mstep: Class 2 contains 4565 members 
Entering Unmasked Estep 
Score: -1913738.125000 Penalty: 4547.770996
	Iteration 6Q: 3 clusters Score -1913738 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5084 members 
Mstep: Class 2 contains 4510 members 
Entering Unmasked Estep 
Score: -1913778.000000 Penalty: 4547.770996
	Iteration 7Q: 3 clusters Score -1913778 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5137 members 
Mstep: Class 2 contains 4457 members 
Entering Unmasked Estep 
Score: -1913802.375000 Penalty: 4547.770996
	Iteration 8Q: 3 clusters Score -1913802 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5206 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -1913842.500000 Penalty: 4547.770996
	Iteration 9Q: 3 clusters Score -1913842 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 4320 members 
Entering Unmasked Estep 
Score: -1913873.875000 Penalty: 4547.770996
	Iteration 10Q: 3 clusters Score -1913874 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5347 members 
Mstep: Class 2 contains 4247 members 
Entering Unmasked Estep 
Score: -1913916.375000 Penalty: 4547.770996
	Iteration 11Q: 3 clusters Score -1913916 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5438 members 
Mstep: Class 2 contains 4156 members 
Entering Unmasked Estep 
Score: -1913955.875000 Penalty: 4547.770996
	Iteration 12Q: 3 clusters Score -1913956 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5543 members 
Mstep: Class 2 contains 4051 members 
Entering Unmasked Estep 
Score: -1914007.750000 Penalty: 4547.770996
	Iteration 13Q: 3 clusters Score -1914008 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5649 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1914067.000000 Penalty: 4547.770996
	Iteration 14Q: 3 clusters Score -1914067 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5773 members 
Mstep: Class 2 contains 3821 members 
Entering Unmasked Estep 
Score: -1914147.625000 Penalty: 4547.770996
	Iteration 15Q: 3 clusters Score -1914148 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5919 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -1914228.125000 Penalty: 4547.770996
	Iteration 16Q: 3 clusters Score -1914228 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6088 members 
Mstep: Class 2 contains 3506 members 
Entering Unmasked Estep 
Score: -1914323.500000 Penalty: 4547.770996
	Iteration 17Q: 3 clusters Score -1914324 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6257 members 
Mstep: Class 2 contains 3337 members 
Entering Unmasked Estep 
Score: -1914437.250000 Penalty: 4547.770996
	Iteration 18Q: 3 clusters Score -1914437 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6457 members 
Mstep: Class 2 contains 3137 members 
Entering Unmasked Estep 
Score: -1914571.625000 Penalty: 4547.770996
	Iteration 19Q: 3 clusters Score -1914572 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6671 members 
Mstep: Class 2 contains 2923 members 
Entering Unmasked Estep 
Score: -1914719.750000 Penalty: 4547.770996
	Iteration 20F: 3 clusters Score -1914720 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6885 members 
Mstep: Class 2 contains 2709 members 
Entering Unmasked Estep 
Score: -1914879.875000 Penalty: 4547.770996
	Iteration 21Q: 3 clusters Score -1914880 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7093 members 
Mstep: Class 2 contains 2501 members 
Entering Unmasked Estep 
Score: -1915061.125000 Penalty: 4547.770996
	Iteration 22Q: 3 clusters Score -1915061 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7294 members 
Mstep: Class 2 contains 2300 members 
Entering Unmasked Estep 
Score: -1915221.000000 Penalty: 4547.770996
	Iteration 23Q: 3 clusters Score -1915221 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Mstep: Class 2 contains 2119 members 
Entering Unmasked Estep 
Score: -1915372.250000 Penalty: 4547.770996
	Iteration 24Q: 3 clusters Score -1915372 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7649 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -1915506.000000 Penalty: 4547.770996
	Iteration 25Q: 3 clusters Score -1915506 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7816 members 
Mstep: Class 2 contains 1778 members 
Entering Unmasked Estep 
Score: -1915620.875000 Penalty: 4547.770996
	Iteration 26Q: 3 clusters Score -1915621 nChanged 165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7961 members 
Mstep: Class 2 contains 1633 members 
Entering Unmasked Estep 
Score: -1915718.500000 Penalty: 4547.770996
	Iteration 27Q: 3 clusters Score -1915718 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8079 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -1915800.750000 Penalty: 4547.770996
	Iteration 28Q: 3 clusters Score -1915801 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8189 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -1915866.500000 Penalty: 4547.770996
	Iteration 29Q: 3 clusters Score -1915866 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8277 members 
Mstep: Class 2 contains 1317 members 
Entering Unmasked Estep 
Score: -1915924.375000 Penalty: 4547.770996
	Iteration 30Q: 3 clusters Score -1915924 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1915973.625000 Penalty: 4547.770996
	Iteration 31Q: 3 clusters Score -1915974 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -1916015.125000 Penalty: 4547.770996
	Iteration 32Q: 3 clusters Score -1916015 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8468 members 
Mstep: Class 2 contains 1126 members 
Entering Unmasked Estep 
Score: -1916053.625000 Penalty: 4547.770996
	Iteration 33Q: 3 clusters Score -1916054 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8529 members 
Mstep: Class 2 contains 1065 members 
Entering Unmasked Estep 
Score: -1916093.375000 Penalty: 4547.770996
	Iteration 34Q: 3 clusters Score -1916093 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 1008 members 
Entering Unmasked Estep 
Score: -1916133.750000 Penalty: 4547.770996
	Iteration 35Q: 3 clusters Score -1916134 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8636 members 
Mstep: Class 2 contains 958 members 
Entering Unmasked Estep 
Score: -1916163.375000 Penalty: 4547.770996
	Iteration 36Q: 3 clusters Score -1916163 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8675 members 
Mstep: Class 2 contains 919 members 
Entering Unmasked Estep 
Score: -1916189.000000 Penalty: 4547.770996
	Iteration 37Q: 3 clusters Score -1916189 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8705 members 
Mstep: Class 2 contains 889 members 
Entering Unmasked Estep 
Score: -1916207.750000 Penalty: 4547.770996
	Iteration 38Q: 3 clusters Score -1916208 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 870 members 
Entering Unmasked Estep 
Score: -1916224.750000 Penalty: 4547.770996
	Iteration 39Q: 3 clusters Score -1916225 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8741 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -1916238.500000 Penalty: 4547.770996
	Iteration 40F: 3 clusters Score -1916238 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8767 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -1916255.125000 Penalty: 4547.770996
	Iteration 41Q: 3 clusters Score -1916255 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8787 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -1916269.000000 Penalty: 4547.770996
	Iteration 42Q: 3 clusters Score -1916269 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -1916282.625000 Penalty: 4547.770996
	Iteration 43Q: 3 clusters Score -1916283 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -1916294.250000 Penalty: 4547.770996
	Iteration 44Q: 3 clusters Score -1916294 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8836 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -1916305.875000 Penalty: 4547.770996
	Iteration 45Q: 3 clusters Score -1916306 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8846 members 
Mstep: Class 2 contains 748 members 
Entering Unmasked Estep 
Score: -1916319.500000 Penalty: 4547.770996
	Iteration 46Q: 3 clusters Score -1916320 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8862 members 
Mstep: Class 2 contains 732 members 
Entering Unmasked Estep 
Score: -1916330.375000 Penalty: 4547.770996
	Iteration 47Q: 3 clusters Score -1916330 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8875 members 
Mstep: Class 2 contains 719 members 
Entering Unmasked Estep 
Score: -1916336.625000 Penalty: 4547.770996
	Iteration 48Q: 3 clusters Score -1916337 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8887 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -1916341.750000 Penalty: 4547.770996
	Iteration 49Q: 3 clusters Score -1916342 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8893 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -1916344.250000 Penalty: 4547.770996
	Iteration 50Q: 3 clusters Score -1916344 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8894 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -1916344.125000 Penalty: 4547.770996
	Iteration 51Q: 3 clusters Score -1916344 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8896 members 
Mstep: Class 2 contains 698 members 
Entering Unmasked Estep 
Score: -1916348.375000 Penalty: 4547.770996
	Iteration 52Q: 3 clusters Score -1916348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8898 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -1916348.375000 Penalty: 4547.770996
	Iteration 53Q: 3 clusters Score -1916348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8899 members 
Mstep: Class 2 contains 695 members 
Entering Unmasked Estep 
Score: -1916346.125000 Penalty: 4547.770996
	Iteration 54Q: 3 clusters Score -1916346 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8901 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -1916348.000000 Penalty: 4547.770996
	Iteration 55Q: 3 clusters Score -1916348 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1916348.750000 Penalty: 4547.770996
	Iteration 56Q: 3 clusters Score -1916349 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8902 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -1916348.750000 Penalty: 4547.770996
	Iteration 57F: 3 clusters Score -1916349 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8969 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8969 members 
Entering Unmasked Estep 
Score: -1702484.375000 Penalty: 2257.179199
	Iteration 0F: 2 clusters Score -1702484 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 4382 members 
Entering Unmasked Estep 
Score: -1695479.500000 Penalty: 4514.358398
	Iteration 0F: 3 clusters Score -1695480 nChanged 3724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4913 members 
Mstep: Class 2 contains 4056 members 
Entering Unmasked Estep 
Score: -1697448.250000 Penalty: 4514.358398
	Iteration 1F: 3 clusters Score -1697448 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5119 members 
Mstep: Class 2 contains 3850 members 
Entering Unmasked Estep 
Score: -1697727.500000 Penalty: 4514.358398
	Iteration 2F: 3 clusters Score -1697728 nChanged 447
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5336 members 
Mstep: Class 2 contains 3633 members 
Entering Unmasked Estep 
Score: -1697929.625000 Penalty: 4514.358398
	Iteration 3Q: 3 clusters Score -1697930 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5590 members 
Mstep: Class 2 contains 3379 members 
Entering Unmasked Estep 
Score: -1698130.625000 Penalty: 4514.358398
	Iteration 4Q: 3 clusters Score -1698131 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5863 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -1698305.875000 Penalty: 4514.358398
	Iteration 5Q: 3 clusters Score -1698306 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6177 members 
Mstep: Class 2 contains 2792 members 
Entering Unmasked Estep 
Score: -1698494.625000 Penalty: 4514.358398
	Iteration 6Q: 3 clusters Score -1698495 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6539 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -1698731.625000 Penalty: 4514.358398
	Iteration 7Q: 3 clusters Score -1698732 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6917 members 
Mstep: Class 2 contains 2052 members 
Entering Unmasked Estep 
Score: -1698993.000000 Penalty: 4514.358398
	Iteration 8Q: 3 clusters Score -1698993 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7310 members 
Mstep: Class 2 contains 1659 members 
Entering Unmasked Estep 
Score: -1699305.375000 Penalty: 4514.358398
	Iteration 9Q: 3 clusters Score -1699305 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7694 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -1699625.000000 Penalty: 4514.358398
	Iteration 10Q: 3 clusters Score -1699625 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7984 members 
Mstep: Class 2 contains 985 members 
Entering Unmasked Estep 
Score: -1699854.125000 Penalty: 4514.358398
	Iteration 11Q: 3 clusters Score -1699854 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8181 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -1700029.500000 Penalty: 4514.358398
	Iteration 12Q: 3 clusters Score -1700030 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8315 members 
Mstep: Class 2 contains 654 members 
Entering Unmasked Estep 
Score: -1700157.125000 Penalty: 4514.358398
	Iteration 13Q: 3 clusters Score -1700157 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8415 members 
Mstep: Class 2 contains 554 members 
Entering Unmasked Estep 
Score: -1700261.125000 Penalty: 4514.358398
	Iteration 14Q: 3 clusters Score -1700261 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8482 members 
Mstep: Class 2 contains 487 members 
Entering Unmasked Estep 
Score: -1700328.250000 Penalty: 4514.358398
	Iteration 15Q: 3 clusters Score -1700328 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8521 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -1700379.875000 Penalty: 4514.358398
	Iteration 16Q: 3 clusters Score -1700380 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8551 members 
Mstep: Class 2 contains 418 members 
Entering Unmasked Estep 
Score: -1700416.500000 Penalty: 4514.358398
	Iteration 17Q: 3 clusters Score -1700416 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8575 members 
Mstep: Class 2 contains 394 members 
Entering Unmasked Estep 
Score: -1700443.125000 Penalty: 4514.358398
	Iteration 18Q: 3 clusters Score -1700443 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8586 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -1700459.125000 Penalty: 4514.358398
	Iteration 19Q: 3 clusters Score -1700459 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8592 members 
Mstep: Class 2 contains 377 members 
Entering Unmasked Estep 
Score: -1700470.750000 Penalty: 4514.358398
	Iteration 20F: 3 clusters Score -1700471 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8599 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -1700475.000000 Penalty: 4514.358398
	Iteration 21Q: 3 clusters Score -1700475 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8601 members 
Mstep: Class 2 contains 368 members 
Entering Unmasked Estep 
Score: -1700477.250000 Penalty: 4514.358398
	Iteration 22Q: 3 clusters Score -1700477 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1700478.875000 Penalty: 4514.358398
	Iteration 23Q: 3 clusters Score -1700479 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 367 members 
Entering Unmasked Estep 
Score: -1700478.875000 Penalty: 4514.358398
	Iteration 24F: 3 clusters Score -1700479 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -180469.625000 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -180469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 543 members 
Entering Unmasked Estep 
Score: -178600.062500 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -178600.1 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 660 members 
Mstep: Class 2 contains 443 members 
Entering Unmasked Estep 
Score: -179104.593750 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -179104.6 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -179419.421875 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -179419.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 825 members 
Mstep: Class 2 contains 278 members 
Entering Unmasked Estep 
Score: -179803.937500 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -179803.9 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 248 members 
Entering Unmasked Estep 
Score: -180065.578125 Penalty: 3474.871338
	Iteration 4F: 3 clusters Score -180065.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 230 members 
Entering Unmasked Estep 
Score: -180196.375000 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -180196.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 892 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -180271.343750 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -180271.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -180311.109375 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -180311.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 199 members 
Entering Unmasked Estep 
Score: -180339.265625 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -180339.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 907 members 
Mstep: Class 2 contains 196 members 
Entering Unmasked Estep 
Score: -180347.937500 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -180347.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 911 members 
Mstep: Class 2 contains 192 members 
Entering Unmasked Estep 
Score: -180358.546875 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -180358.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 914 members 
Mstep: Class 2 contains 189 members 
Entering Unmasked Estep 
Score: -180375.125000 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -180375.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -180376.687500 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -180376.7 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 915 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -180376.687500 Penalty: 3474.871338
	Iteration 13F: 3 clusters Score -180376.7 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (43694 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43694 members 
Entering Unmasked Estep 
Score: -8210448.000000 Penalty: 2649.871582
	Iteration 0F: 2 clusters Score -8210448 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21761 members 
Mstep: Class 2 contains 21933 members 
Entering Unmasked Estep 
Score: -8182191.000000 Penalty: 5299.743164
	Iteration 0F: 3 clusters Score -8182191 nChanged 20097
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21372 members 
Mstep: Class 2 contains 22322 members 
Entering Unmasked Estep 
Score: -8193231.000000 Penalty: 5299.743164
	Iteration 1F: 3 clusters Score -8193231 nChanged 1915
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21171 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8193771.500000 Penalty: 5299.743164
	Iteration 2Q: 3 clusters Score -8193772 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20883 members 
Mstep: Class 2 contains 22811 members 
Entering Unmasked Estep 
Score: -8194289.500000 Penalty: 5299.743164
	Iteration 3Q: 3 clusters Score -8194290 nChanged 1662
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20515 members 
Mstep: Class 2 contains 23179 members 
Entering Unmasked Estep 
Score: -8194813.000000 Penalty: 5299.743164
	Iteration 4Q: 3 clusters Score -8194813 nChanged 1568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20099 members 
Mstep: Class 2 contains 23595 members 
Entering Unmasked Estep 
Score: -8195313.000000 Penalty: 5299.743164
	Iteration 5Q: 3 clusters Score -8195313 nChanged 1641
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19492 members 
Mstep: Class 2 contains 24202 members 
Entering Unmasked Estep 
Score: -8195915.500000 Penalty: 5299.743164
	Iteration 6Q: 3 clusters Score -8195916 nChanged 1797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18641 members 
Mstep: Class 2 contains 25053 members 
Entering Unmasked Estep 
Score: -8196684.500000 Penalty: 5299.743164
	Iteration 7Q: 3 clusters Score -8196684 nChanged 2089
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 26240 members 
Entering Unmasked Estep 
Score: -8197871.500000 Penalty: 5299.743164
	Iteration 8Q: 3 clusters Score -8197872 nChanged 2434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15908 members 
Mstep: Class 2 contains 27786 members 
Entering Unmasked Estep 
Score: -8199504.500000 Penalty: 5299.743164
	Iteration 9F: 3 clusters Score -8199504 nChanged 2557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14239 members 
Mstep: Class 2 contains 29455 members 
Entering Unmasked Estep 
Score: -8201426.500000 Penalty: 5299.743164
	Iteration 10F: 3 clusters Score -8201426 nChanged 2288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12745 members 
Mstep: Class 2 contains 30949 members 
Entering Unmasked Estep 
Score: -8202991.500000 Penalty: 5299.743164
	Iteration 11F: 3 clusters Score -8202992 nChanged 1872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11501 members 
Mstep: Class 2 contains 32193 members 
Entering Unmasked Estep 
Score: -8204068.500000 Penalty: 5299.743164
	Iteration 12Q: 3 clusters Score -8204068 nChanged 1431
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10446 members 
Mstep: Class 2 contains 33248 members 
Entering Unmasked Estep 
Score: -8204784.000000 Penalty: 5299.743164
	Iteration 13Q: 3 clusters Score -8204784 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9487 members 
Mstep: Class 2 contains 34207 members 
Entering Unmasked Estep 
Score: -8205341.000000 Penalty: 5299.743164
	Iteration 14Q: 3 clusters Score -8205341 nChanged 910
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8617 members 
Mstep: Class 2 contains 35077 members 
Entering Unmasked Estep 
Score: -8205726.500000 Penalty: 5299.743164
	Iteration 15Q: 3 clusters Score -8205726 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7751 members 
Mstep: Class 2 contains 35943 members 
Entering Unmasked Estep 
Score: -8206035.500000 Penalty: 5299.743164
	Iteration 16Q: 3 clusters Score -8206036 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6980 members 
Mstep: Class 2 contains 36714 members 
Entering Unmasked Estep 
Score: -8206313.000000 Penalty: 5299.743164
	Iteration 17Q: 3 clusters Score -8206313 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6229 members 
Mstep: Class 2 contains 37465 members 
Entering Unmasked Estep 
Score: -8206586.000000 Penalty: 5299.743164
	Iteration 18Q: 3 clusters Score -8206586 nChanged 689
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5540 members 
Mstep: Class 2 contains 38154 members 
Entering Unmasked Estep 
Score: -8206820.500000 Penalty: 5299.743164
	Iteration 19Q: 3 clusters Score -8206820 nChanged 650
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4890 members 
Mstep: Class 2 contains 38804 members 
Entering Unmasked Estep 
Score: -8207023.000000 Penalty: 5299.743164
	Iteration 20F: 3 clusters Score -8207023 nChanged 601
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4289 members 
Mstep: Class 2 contains 39405 members 
Entering Unmasked Estep 
Score: -8207233.500000 Penalty: 5299.743164
	Iteration 21Q: 3 clusters Score -8207234 nChanged 561
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3730 members 
Mstep: Class 2 contains 39964 members 
Entering Unmasked Estep 
Score: -8207412.500000 Penalty: 5299.743164
	Iteration 22Q: 3 clusters Score -8207412 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3263 members 
Mstep: Class 2 contains 40431 members 
Entering Unmasked Estep 
Score: -8207533.500000 Penalty: 5299.743164
	Iteration 23Q: 3 clusters Score -8207534 nChanged 443
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 40874 members 
Entering Unmasked Estep 
Score: -8207678.500000 Penalty: 5299.743164
	Iteration 24Q: 3 clusters Score -8207678 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2466 members 
Mstep: Class 2 contains 41228 members 
Entering Unmasked Estep 
Score: -8207797.000000 Penalty: 5299.743164
	Iteration 25Q: 3 clusters Score -8207797 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2171 members 
Mstep: Class 2 contains 41523 members 
Entering Unmasked Estep 
Score: -8207874.000000 Penalty: 5299.743164
	Iteration 26Q: 3 clusters Score -8207874 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1922 members 
Mstep: Class 2 contains 41772 members 
Entering Unmasked Estep 
Score: -8207937.000000 Penalty: 5299.743164
	Iteration 27Q: 3 clusters Score -8207937 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1705 members 
Mstep: Class 2 contains 41989 members 
Entering Unmasked Estep 
Score: -8208001.500000 Penalty: 5299.743164
	Iteration 28Q: 3 clusters Score -8208002 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1516 members 
Mstep: Class 2 contains 42178 members 
Entering Unmasked Estep 
Score: -8208070.500000 Penalty: 5299.743164
	Iteration 29Q: 3 clusters Score -8208070 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1365 members 
Mstep: Class 2 contains 42329 members 
Entering Unmasked Estep 
Score: -8208114.500000 Penalty: 5299.743164
	Iteration 30Q: 3 clusters Score -8208114 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1228 members 
Mstep: Class 2 contains 42466 members 
Entering Unmasked Estep 
Score: -8208152.500000 Penalty: 5299.743164
	Iteration 31Q: 3 clusters Score -8208152 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1115 members 
Mstep: Class 2 contains 42579 members 
Entering Unmasked Estep 
Score: -8208192.500000 Penalty: 5299.743164
	Iteration 32Q: 3 clusters Score -8208192 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 42665 members 
Entering Unmasked Estep 
Score: -8208205.000000 Penalty: 5299.743164
	Iteration 33Q: 3 clusters Score -8208205 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 956 members 
Mstep: Class 2 contains 42738 members 
Entering Unmasked Estep 
Score: -8208218.000000 Penalty: 5299.743164
	Iteration 34Q: 3 clusters Score -8208218 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 42806 members 
Entering Unmasked Estep 
Score: -8208228.000000 Penalty: 5299.743164
	Iteration 35Q: 3 clusters Score -8208228 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 42850 members 
Entering Unmasked Estep 
Score: -8208251.500000 Penalty: 5299.743164
	Iteration 36Q: 3 clusters Score -8208252 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 42895 members 
Entering Unmasked Estep 
Score: -8208256.000000 Penalty: 5299.743164
	Iteration 37Q: 3 clusters Score -8208256 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 766 members 
Mstep: Class 2 contains 42928 members 
Entering Unmasked Estep 
Score: -8208253.000000 Penalty: 5299.743164
	Iteration 38Q: 3 clusters Score -8208253 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 738 members 
Mstep: Class 2 contains 42956 members 
Entering Unmasked Estep 
Score: -8208279.500000 Penalty: 5299.743164
	Iteration 39Q: 3 clusters Score -8208280 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 42978 members 
Entering Unmasked Estep 
Score: -8208284.500000 Penalty: 5299.743164
	Iteration 40F: 3 clusters Score -8208284 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 42999 members 
Entering Unmasked Estep 
Score: -8208272.000000 Penalty: 5299.743164
	Iteration 41Q: 3 clusters Score -8208272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 43012 members 
Entering Unmasked Estep 
Score: -8208280.000000 Penalty: 5299.743164
	Iteration 42Q: 3 clusters Score -8208280 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 43026 members 
Entering Unmasked Estep 
Score: -8208295.000000 Penalty: 5299.743164
	Iteration 43Q: 3 clusters Score -8208295 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 43038 members 
Entering Unmasked Estep 
Score: -8208296.000000 Penalty: 5299.743164
	Iteration 44Q: 3 clusters Score -8208296 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 43047 members 
Entering Unmasked Estep 
Score: -8208307.000000 Penalty: 5299.743164
	Iteration 45Q: 3 clusters Score -8208307 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 43056 members 
Entering Unmasked Estep 
Score: -8208296.500000 Penalty: 5299.743164
	Iteration 46Q: 3 clusters Score -8208296 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 627 members 
Mstep: Class 2 contains 43067 members 
Entering Unmasked Estep 
Score: -8208299.000000 Penalty: 5299.743164
	Iteration 47Q: 3 clusters Score -8208299 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 43073 members 
Entering Unmasked Estep 
Score: -8208300.500000 Penalty: 5299.743164
	Iteration 48Q: 3 clusters Score -8208300 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 43078 members 
Entering Unmasked Estep 
Score: -8208306.000000 Penalty: 5299.743164
	Iteration 49Q: 3 clusters Score -8208306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 610 members 
Mstep: Class 2 contains 43084 members 
Entering Unmasked Estep 
Score: -8208309.000000 Penalty: 5299.743164
	Iteration 50Q: 3 clusters Score -8208309 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 43094 members 
Entering Unmasked Estep 
Score: -8208305.500000 Penalty: 5299.743164
	Iteration 51Q: 3 clusters Score -8208306 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 588 members 
Mstep: Class 2 contains 43106 members 
Entering Unmasked Estep 
Score: -8208298.500000 Penalty: 5299.743164
	Iteration 52Q: 3 clusters Score -8208298 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 575 members 
Mstep: Class 2 contains 43119 members 
Entering Unmasked Estep 
Score: -8208298.000000 Penalty: 5299.743164
	Iteration 53Q: 3 clusters Score -8208298 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 562 members 
Mstep: Class 2 contains 43132 members 
Entering Unmasked Estep 
Score: -8208312.000000 Penalty: 5299.743164
	Iteration 54Q: 3 clusters Score -8208312 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 553 members 
Mstep: Class 2 contains 43141 members 
Entering Unmasked Estep 
Score: -8208310.000000 Penalty: 5299.743164
	Iteration 55Q: 3 clusters Score -8208310 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 43145 members 
Entering Unmasked Estep 
Score: -8208308.500000 Penalty: 5299.743164
	Iteration 56Q: 3 clusters Score -8208308 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 43150 members 
Entering Unmasked Estep 
Score: -8208311.000000 Penalty: 5299.743164
	Iteration 57Q: 3 clusters Score -8208311 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 542 members 
Mstep: Class 2 contains 43152 members 
Entering Unmasked Estep 
Score: -8208320.500000 Penalty: 5299.743164
	Iteration 58Q: 3 clusters Score -8208320 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 540 members 
Mstep: Class 2 contains 43154 members 
Entering Unmasked Estep 
Score: -8208308.000000 Penalty: 5299.743164
	Iteration 59Q: 3 clusters Score -8208308 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 43157 members 
Entering Unmasked Estep 
Score: -8208300.500000 Penalty: 5299.743164
	Iteration 60F: 3 clusters Score -8208300 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -8208299.500000 Penalty: 5299.743164
	Iteration 61Q: 3 clusters Score -8208300 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 43159 members 
Entering Unmasked Estep 
Score: -8208299.500000 Penalty: 5299.743164
	Iteration 62F: 3 clusters Score -8208300 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5203 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5203 members 
Entering Unmasked Estep 
Score: -931155.875000 Penalty: 2122.133789
	Iteration 0F: 2 clusters Score -931155.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2627 members 
Mstep: Class 2 contains 2576 members 
Entering Unmasked Estep 
Score: -926502.250000 Penalty: 4244.267578
	Iteration 0F: 3 clusters Score -926502.2 nChanged 1979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2662 members 
Mstep: Class 2 contains 2541 members 
Entering Unmasked Estep 
Score: -927604.062500 Penalty: 4244.267578
	Iteration 1F: 3 clusters Score -927604.1 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2698 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -927808.750000 Penalty: 4244.267578
	Iteration 2F: 3 clusters Score -927808.8 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2719 members 
Mstep: Class 2 contains 2484 members 
Entering Unmasked Estep 
Score: -927943.187500 Penalty: 4244.267578
	Iteration 3F: 3 clusters Score -927943.2 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2751 members 
Mstep: Class 2 contains 2452 members 
Entering Unmasked Estep 
Score: -928050.312500 Penalty: 4244.267578
	Iteration 4Q: 3 clusters Score -928050.3 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 2417 members 
Entering Unmasked Estep 
Score: -928140.937500 Penalty: 4244.267578
	Iteration 5Q: 3 clusters Score -928140.9 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2839 members 
Mstep: Class 2 contains 2364 members 
Entering Unmasked Estep 
Score: -928241.937500 Penalty: 4244.267578
	Iteration 6Q: 3 clusters Score -928241.9 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2899 members 
Mstep: Class 2 contains 2304 members 
Entering Unmasked Estep 
Score: -928331.687500 Penalty: 4244.267578
	Iteration 7Q: 3 clusters Score -928331.7 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2962 members 
Mstep: Class 2 contains 2241 members 
Entering Unmasked Estep 
Score: -928421.562500 Penalty: 4244.267578
	Iteration 8Q: 3 clusters Score -928421.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3018 members 
Mstep: Class 2 contains 2185 members 
Entering Unmasked Estep 
Score: -928495.500000 Penalty: 4244.267578
	Iteration 9Q: 3 clusters Score -928495.5 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3079 members 
Mstep: Class 2 contains 2124 members 
Entering Unmasked Estep 
Score: -928572.937500 Penalty: 4244.267578
	Iteration 10Q: 3 clusters Score -928572.9 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3143 members 
Mstep: Class 2 contains 2060 members 
Entering Unmasked Estep 
Score: -928655.375000 Penalty: 4244.267578
	Iteration 11Q: 3 clusters Score -928655.4 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2000 members 
Entering Unmasked Estep 
Score: -928725.312500 Penalty: 4244.267578
	Iteration 12Q: 3 clusters Score -928725.3 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3267 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -928791.687500 Penalty: 4244.267578
	Iteration 13Q: 3 clusters Score -928791.7 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3313 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -928849.812500 Penalty: 4244.267578
	Iteration 14Q: 3 clusters Score -928849.8 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3367 members 
Mstep: Class 2 contains 1836 members 
Entering Unmasked Estep 
Score: -928911.062500 Penalty: 4244.267578
	Iteration 15Q: 3 clusters Score -928911.1 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3416 members 
Mstep: Class 2 contains 1787 members 
Entering Unmasked Estep 
Score: -928960.937500 Penalty: 4244.267578
	Iteration 16Q: 3 clusters Score -928960.9 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 1746 members 
Entering Unmasked Estep 
Score: -929010.562500 Penalty: 4244.267578
	Iteration 17Q: 3 clusters Score -929010.6 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3466 members 
Mstep: Class 2 contains 1737 members 
Entering Unmasked Estep 
Score: -929054.125000 Penalty: 4244.267578
	Iteration 18Q: 3 clusters Score -929054.1 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3483 members 
Mstep: Class 2 contains 1720 members 
Entering Unmasked Estep 
Score: -929099.500000 Penalty: 4244.267578
	Iteration 19Q: 3 clusters Score -929099.5 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3503 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -929140.562500 Penalty: 4244.267578
	Iteration 20F: 3 clusters Score -929140.6 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3514 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -929185.500000 Penalty: 4244.267578
	Iteration 21Q: 3 clusters Score -929185.5 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3537 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -929222.375000 Penalty: 4244.267578
	Iteration 22Q: 3 clusters Score -929222.4 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3555 members 
Mstep: Class 2 contains 1648 members 
Entering Unmasked Estep 
Score: -929255.750000 Penalty: 4244.267578
	Iteration 23Q: 3 clusters Score -929255.8 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3554 members 
Mstep: Class 2 contains 1649 members 
Entering Unmasked Estep 
Score: -929283.187500 Penalty: 4244.267578
	Iteration 24Q: 3 clusters Score -929283.2 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -929305.000000 Penalty: 4244.267578
	Iteration 25Q: 3 clusters Score -929305 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1634 members 
Entering Unmasked Estep 
Score: -929323.000000 Penalty: 4244.267578
	Iteration 26Q: 3 clusters Score -929323 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3578 members 
Mstep: Class 2 contains 1625 members 
Entering Unmasked Estep 
Score: -929336.437500 Penalty: 4244.267578
	Iteration 27Q: 3 clusters Score -929336.4 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3586 members 
Mstep: Class 2 contains 1617 members 
Entering Unmasked Estep 
Score: -929350.562500 Penalty: 4244.267578
	Iteration 28Q: 3 clusters Score -929350.6 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3593 members 
Mstep: Class 2 contains 1610 members 
Entering Unmasked Estep 
Score: -929371.375000 Penalty: 4244.267578
	Iteration 29Q: 3 clusters Score -929371.4 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3598 members 
Mstep: Class 2 contains 1605 members 
Entering Unmasked Estep 
Score: -929383.187500 Penalty: 4244.267578
	Iteration 30Q: 3 clusters Score -929383.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3609 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -929396.187500 Penalty: 4244.267578
	Iteration 31Q: 3 clusters Score -929396.2 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3616 members 
Mstep: Class 2 contains 1587 members 
Entering Unmasked Estep 
Score: -929407.812500 Penalty: 4244.267578
	Iteration 32Q: 3 clusters Score -929407.8 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3619 members 
Mstep: Class 2 contains 1584 members 
Entering Unmasked Estep 
Score: -929419.000000 Penalty: 4244.267578
	Iteration 33Q: 3 clusters Score -929419 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 1588 members 
Entering Unmasked Estep 
Score: -929429.250000 Penalty: 4244.267578
	Iteration 34Q: 3 clusters Score -929429.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 1586 members 
Entering Unmasked Estep 
Score: -929435.312500 Penalty: 4244.267578
	Iteration 35Q: 3 clusters Score -929435.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3629 members 
Mstep: Class 2 contains 1574 members 
Entering Unmasked Estep 
Score: -929445.562500 Penalty: 4244.267578
	Iteration 36Q: 3 clusters Score -929445.6 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3633 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -929454.562500 Penalty: 4244.267578
	Iteration 37Q: 3 clusters Score -929454.6 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -929460.875000 Penalty: 4244.267578
	Iteration 38Q: 3 clusters Score -929460.9 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3641 members 
Mstep: Class 2 contains 1562 members 
Entering Unmasked Estep 
Score: -929466.625000 Penalty: 4244.267578
	Iteration 39Q: 3 clusters Score -929466.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -929466.812500 Penalty: 4244.267578
	Iteration 40F: 3 clusters Score -929466.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -929469.250000 Penalty: 4244.267578
	Iteration 41Q: 3 clusters Score -929469.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3643 members 
Mstep: Class 2 contains 1560 members 
Entering Unmasked Estep 
Score: -929472.312500 Penalty: 4244.267578
	Iteration 42Q: 3 clusters Score -929472.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 1564 members 
Entering Unmasked Estep 
Score: -929473.875000 Penalty: 4244.267578
	Iteration 43Q: 3 clusters Score -929473.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 1563 members 
Entering Unmasked Estep 
Score: -929474.875000 Penalty: 4244.267578
	Iteration 44Q: 3 clusters Score -929474.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 1559 members 
Entering Unmasked Estep 
Score: -929480.937500 Penalty: 4244.267578
	Iteration 45Q: 3 clusters Score -929480.9 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -929485.187500 Penalty: 4244.267578
	Iteration 46Q: 3 clusters Score -929485.2 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3658 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -929490.187500 Penalty: 4244.267578
	Iteration 47Q: 3 clusters Score -929490.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 1539 members 
Entering Unmasked Estep 
Score: -929495.875000 Penalty: 4244.267578
	Iteration 48Q: 3 clusters Score -929495.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3673 members 
Mstep: Class 2 contains 1530 members 
Entering Unmasked Estep 
Score: -929503.437500 Penalty: 4244.267578
	Iteration 49Q: 3 clusters Score -929503.4 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3680 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -929507.437500 Penalty: 4244.267578
	Iteration 50Q: 3 clusters Score -929507.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3686 members 
Mstep: Class 2 contains 1517 members 
Entering Unmasked Estep 
Score: -929515.375000 Penalty: 4244.267578
	Iteration 51Q: 3 clusters Score -929515.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3688 members 
Mstep: Class 2 contains 1515 members 
Entering Unmasked Estep 
Score: -929521.562500 Penalty: 4244.267578
	Iteration 52Q: 3 clusters Score -929521.6 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -929522.312500 Penalty: 4244.267578
	Iteration 53Q: 3 clusters Score -929522.3 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3689 members 
Mstep: Class 2 contains 1514 members 
Entering Unmasked Estep 
Score: -929525.312500 Penalty: 4244.267578
	Iteration 54Q: 3 clusters Score -929525.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -929529.687500 Penalty: 4244.267578
	Iteration 55Q: 3 clusters Score -929529.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -929530.437500 Penalty: 4244.267578
	Iteration 56Q: 3 clusters Score -929530.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -929532.375000 Penalty: 4244.267578
	Iteration 57Q: 3 clusters Score -929532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -929532.437500 Penalty: 4244.267578
	Iteration 58Q: 3 clusters Score -929532.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -929533.312500 Penalty: 4244.267578
	Iteration 59Q: 3 clusters Score -929533.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3693 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -929536.687500 Penalty: 4244.267578
	Iteration 60F: 3 clusters Score -929536.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3694 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -929537.250000 Penalty: 4244.267578
	Iteration 61Q: 3 clusters Score -929537.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -929538.750000 Penalty: 4244.267578
	Iteration 62Q: 3 clusters Score -929538.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -929539.250000 Penalty: 4244.267578
	Iteration 63Q: 3 clusters Score -929539.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -929539.687500 Penalty: 4244.267578
	Iteration 64Q: 3 clusters Score -929539.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3698 members 
Mstep: Class 2 contains 1505 members 
Entering Unmasked Estep 
Score: -929539.875000 Penalty: 4244.267578
	Iteration 65Q: 3 clusters Score -929539.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3696 members 
Mstep: Class 2 contains 1507 members 
Entering Unmasked Estep 
Score: -929538.000000 Penalty: 4244.267578
	Iteration 66Q: 3 clusters Score -929538 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -929541.062500 Penalty: 4244.267578
	Iteration 67Q: 3 clusters Score -929541.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3697 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -929542.125000 Penalty: 4244.267578
	Iteration 68Q: 3 clusters Score -929542.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -929546.000000 Penalty: 4244.267578
	Iteration 69Q: 3 clusters Score -929546 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -929549.375000 Penalty: 4244.267578
	Iteration 70Q: 3 clusters Score -929549.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -929550.875000 Penalty: 4244.267578
	Iteration 71Q: 3 clusters Score -929550.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3699 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -929551.187500 Penalty: 4244.267578
	Iteration 72Q: 3 clusters Score -929551.2 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3700 members 
Mstep: Class 2 contains 1503 members 
Entering Unmasked Estep 
Score: -929556.625000 Penalty: 4244.267578
	Iteration 73Q: 3 clusters Score -929556.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3703 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -929555.125000 Penalty: 4244.267578
	Iteration 74Q: 3 clusters Score -929555.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3702 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -929555.312500 Penalty: 4244.267578
	Iteration 75Q: 3 clusters Score -929555.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -929556.562500 Penalty: 4244.267578
	Iteration 76Q: 3 clusters Score -929556.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3701 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -929556.562500 Penalty: 4244.267578
	Iteration 77F: 3 clusters Score -929556.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5679 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Entering Unmasked Estep 
Score: -992846.812500 Penalty: 2143.843506
	Iteration 0F: 2 clusters Score -992846.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2836 members 
Mstep: Class 2 contains 2843 members 
Entering Unmasked Estep 
Score: -987962.375000 Penalty: 4287.687012
	Iteration 0F: 3 clusters Score -987962.4 nChanged 2220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2830 members 
Mstep: Class 2 contains 2849 members 
Entering Unmasked Estep 
Score: -989341.562500 Penalty: 4287.687012
	Iteration 1F: 3 clusters Score -989341.6 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 2859 members 
Entering Unmasked Estep 
Score: -989791.000000 Penalty: 4287.687012
	Iteration 2F: 3 clusters Score -989791 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2847 members 
Mstep: Class 2 contains 2832 members 
Entering Unmasked Estep 
Score: -990122.062500 Penalty: 4287.687012
	Iteration 3F: 3 clusters Score -990122.1 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2867 members 
Mstep: Class 2 contains 2812 members 
Entering Unmasked Estep 
Score: -990365.875000 Penalty: 4287.687012
	Iteration 4F: 3 clusters Score -990365.9 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2892 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -990571.562500 Penalty: 4287.687012
	Iteration 5F: 3 clusters Score -990571.6 nChanged 238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 2743 members 
Entering Unmasked Estep 
Score: -990723.562500 Penalty: 4287.687012
	Iteration 6Q: 3 clusters Score -990723.6 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2987 members 
Mstep: Class 2 contains 2692 members 
Entering Unmasked Estep 
Score: -990846.375000 Penalty: 4287.687012
	Iteration 7Q: 3 clusters Score -990846.4 nChanged 164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3037 members 
Mstep: Class 2 contains 2642 members 
Entering Unmasked Estep 
Score: -990931.437500 Penalty: 4287.687012
	Iteration 8Q: 3 clusters Score -990931.4 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2611 members 
Entering Unmasked Estep 
Score: -990974.187500 Penalty: 4287.687012
	Iteration 9Q: 3 clusters Score -990974.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3099 members 
Mstep: Class 2 contains 2580 members 
Entering Unmasked Estep 
Score: -991012.250000 Penalty: 4287.687012
	Iteration 10Q: 3 clusters Score -991012.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3115 members 
Mstep: Class 2 contains 2564 members 
Entering Unmasked Estep 
Score: -991047.250000 Penalty: 4287.687012
	Iteration 11Q: 3 clusters Score -991047.2 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 2554 members 
Entering Unmasked Estep 
Score: -991077.250000 Penalty: 4287.687012
	Iteration 12Q: 3 clusters Score -991077.2 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3140 members 
Mstep: Class 2 contains 2539 members 
Entering Unmasked Estep 
Score: -991103.375000 Penalty: 4287.687012
	Iteration 13Q: 3 clusters Score -991103.4 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3163 members 
Mstep: Class 2 contains 2516 members 
Entering Unmasked Estep 
Score: -991125.562500 Penalty: 4287.687012
	Iteration 14Q: 3 clusters Score -991125.6 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3181 members 
Mstep: Class 2 contains 2498 members 
Entering Unmasked Estep 
Score: -991140.562500 Penalty: 4287.687012
	Iteration 15Q: 3 clusters Score -991140.6 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3203 members 
Mstep: Class 2 contains 2476 members 
Entering Unmasked Estep 
Score: -991154.562500 Penalty: 4287.687012
	Iteration 16Q: 3 clusters Score -991154.6 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3226 members 
Mstep: Class 2 contains 2453 members 
Entering Unmasked Estep 
Score: -991170.500000 Penalty: 4287.687012
	Iteration 17Q: 3 clusters Score -991170.5 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3249 members 
Mstep: Class 2 contains 2430 members 
Entering Unmasked Estep 
Score: -991189.250000 Penalty: 4287.687012
	Iteration 18Q: 3 clusters Score -991189.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3260 members 
Mstep: Class 2 contains 2419 members 
Entering Unmasked Estep 
Score: -991201.750000 Penalty: 4287.687012
	Iteration 19Q: 3 clusters Score -991201.8 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3278 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -991213.750000 Penalty: 4287.687012
	Iteration 20F: 3 clusters Score -991213.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3300 members 
Mstep: Class 2 contains 2379 members 
Entering Unmasked Estep 
Score: -991222.687500 Penalty: 4287.687012
	Iteration 21Q: 3 clusters Score -991222.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 2360 members 
Entering Unmasked Estep 
Score: -991231.312500 Penalty: 4287.687012
	Iteration 22Q: 3 clusters Score -991231.3 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 2342 members 
Entering Unmasked Estep 
Score: -991238.750000 Penalty: 4287.687012
	Iteration 23Q: 3 clusters Score -991238.8 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3351 members 
Mstep: Class 2 contains 2328 members 
Entering Unmasked Estep 
Score: -991244.187500 Penalty: 4287.687012
	Iteration 24Q: 3 clusters Score -991244.2 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3359 members 
Mstep: Class 2 contains 2320 members 
Entering Unmasked Estep 
Score: -991247.812500 Penalty: 4287.687012
	Iteration 25Q: 3 clusters Score -991247.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3365 members 
Mstep: Class 2 contains 2314 members 
Entering Unmasked Estep 
Score: -991251.750000 Penalty: 4287.687012
	Iteration 26Q: 3 clusters Score -991251.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3369 members 
Mstep: Class 2 contains 2310 members 
Entering Unmasked Estep 
Score: -991251.937500 Penalty: 4287.687012
	Iteration 27Q: 3 clusters Score -991251.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 2307 members 
Entering Unmasked Estep 
Score: -991253.125000 Penalty: 4287.687012
	Iteration 28Q: 3 clusters Score -991253.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3374 members 
Mstep: Class 2 contains 2305 members 
Entering Unmasked Estep 
Score: -991254.562500 Penalty: 4287.687012
	Iteration 29Q: 3 clusters Score -991254.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 2301 members 
Entering Unmasked Estep 
Score: -991255.312500 Penalty: 4287.687012
	Iteration 30Q: 3 clusters Score -991255.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3384 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -991258.562500 Penalty: 4287.687012
	Iteration 31Q: 3 clusters Score -991258.6 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 2289 members 
Entering Unmasked Estep 
Score: -991261.625000 Penalty: 4287.687012
	Iteration 32Q: 3 clusters Score -991261.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3393 members 
Mstep: Class 2 contains 2286 members 
Entering Unmasked Estep 
Score: -991266.375000 Penalty: 4287.687012
	Iteration 33Q: 3 clusters Score -991266.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3399 members 
Mstep: Class 2 contains 2280 members 
Entering Unmasked Estep 
Score: -991268.312500 Penalty: 4287.687012
	Iteration 34Q: 3 clusters Score -991268.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3403 members 
Mstep: Class 2 contains 2276 members 
Entering Unmasked Estep 
Score: -991272.000000 Penalty: 4287.687012
	Iteration 35Q: 3 clusters Score -991272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3412 members 
Mstep: Class 2 contains 2267 members 
Entering Unmasked Estep 
Score: -991277.187500 Penalty: 4287.687012
	Iteration 36Q: 3 clusters Score -991277.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 2255 members 
Entering Unmasked Estep 
Score: -991282.812500 Penalty: 4287.687012
	Iteration 37Q: 3 clusters Score -991282.8 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3442 members 
Mstep: Class 2 contains 2237 members 
Entering Unmasked Estep 
Score: -991291.250000 Penalty: 4287.687012
	Iteration 38Q: 3 clusters Score -991291.2 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 2222 members 
Entering Unmasked Estep 
Score: -991301.687500 Penalty: 4287.687012
	Iteration 39Q: 3 clusters Score -991301.7 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 2204 members 
Entering Unmasked Estep 
Score: -991314.437500 Penalty: 4287.687012
	Iteration 40F: 3 clusters Score -991314.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3490 members 
Mstep: Class 2 contains 2189 members 
Entering Unmasked Estep 
Score: -991325.750000 Penalty: 4287.687012
	Iteration 41Q: 3 clusters Score -991325.8 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3498 members 
Mstep: Class 2 contains 2181 members 
Entering Unmasked Estep 
Score: -991330.312500 Penalty: 4287.687012
	Iteration 42Q: 3 clusters Score -991330.3 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3505 members 
Mstep: Class 2 contains 2174 members 
Entering Unmasked Estep 
Score: -991334.500000 Penalty: 4287.687012
	Iteration 43Q: 3 clusters Score -991334.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3507 members 
Mstep: Class 2 contains 2172 members 
Entering Unmasked Estep 
Score: -991336.500000 Penalty: 4287.687012
	Iteration 44Q: 3 clusters Score -991336.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 2166 members 
Entering Unmasked Estep 
Score: -991340.437500 Penalty: 4287.687012
	Iteration 45Q: 3 clusters Score -991340.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 2160 members 
Entering Unmasked Estep 
Score: -991340.250000 Penalty: 4287.687012
	Iteration 46Q: 3 clusters Score -991340.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -991341.937500 Penalty: 4287.687012
	Iteration 47Q: 3 clusters Score -991341.9 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3525 members 
Mstep: Class 2 contains 2154 members 
Entering Unmasked Estep 
Score: -991343.812500 Penalty: 4287.687012
	Iteration 48Q: 3 clusters Score -991343.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3530 members 
Mstep: Class 2 contains 2149 members 
Entering Unmasked Estep 
Score: -991345.312500 Penalty: 4287.687012
	Iteration 49Q: 3 clusters Score -991345.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3534 members 
Mstep: Class 2 contains 2145 members 
Entering Unmasked Estep 
Score: -991345.687500 Penalty: 4287.687012
	Iteration 50Q: 3 clusters Score -991345.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3538 members 
Mstep: Class 2 contains 2141 members 
Entering Unmasked Estep 
Score: -991348.750000 Penalty: 4287.687012
	Iteration 51Q: 3 clusters Score -991348.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 2134 members 
Entering Unmasked Estep 
Score: -991349.937500 Penalty: 4287.687012
	Iteration 52Q: 3 clusters Score -991349.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3548 members 
Mstep: Class 2 contains 2131 members 
Entering Unmasked Estep 
Score: -991352.937500 Penalty: 4287.687012
	Iteration 53Q: 3 clusters Score -991352.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3553 members 
Mstep: Class 2 contains 2126 members 
Entering Unmasked Estep 
Score: -991354.062500 Penalty: 4287.687012
	Iteration 54Q: 3 clusters Score -991354.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3562 members 
Mstep: Class 2 contains 2117 members 
Entering Unmasked Estep 
Score: -991356.312500 Penalty: 4287.687012
	Iteration 55Q: 3 clusters Score -991356.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 2104 members 
Entering Unmasked Estep 
Score: -991361.062500 Penalty: 4287.687012
	Iteration 56Q: 3 clusters Score -991361.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3584 members 
Mstep: Class 2 contains 2095 members 
Entering Unmasked Estep 
Score: -991363.312500 Penalty: 4287.687012
	Iteration 57Q: 3 clusters Score -991363.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3592 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -991366.500000 Penalty: 4287.687012
	Iteration 58Q: 3 clusters Score -991366.5 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3601 members 
Mstep: Class 2 contains 2078 members 
Entering Unmasked Estep 
Score: -991365.812500 Penalty: 4287.687012
	Iteration 59Q: 3 clusters Score -991365.8 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 2072 members 
Entering Unmasked Estep 
Score: -991369.000000 Penalty: 4287.687012
	Iteration 60F: 3 clusters Score -991369 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3611 members 
Mstep: Class 2 contains 2068 members 
Entering Unmasked Estep 
Score: -991375.500000 Penalty: 4287.687012
	Iteration 61Q: 3 clusters Score -991375.5 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3615 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -991379.437500 Penalty: 4287.687012
	Iteration 62Q: 3 clusters Score -991379.4 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3617 members 
Mstep: Class 2 contains 2062 members 
Entering Unmasked Estep 
Score: -991385.875000 Penalty: 4287.687012
	Iteration 63Q: 3 clusters Score -991385.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3624 members 
Mstep: Class 2 contains 2055 members 
Entering Unmasked Estep 
Score: -991390.937500 Penalty: 4287.687012
	Iteration 64Q: 3 clusters Score -991390.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3639 members 
Mstep: Class 2 contains 2040 members 
Entering Unmasked Estep 
Score: -991404.000000 Penalty: 4287.687012
	Iteration 65Q: 3 clusters Score -991404 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -991416.812500 Penalty: 4287.687012
	Iteration 66Q: 3 clusters Score -991416.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3672 members 
Mstep: Class 2 contains 2007 members 
Entering Unmasked Estep 
Score: -991424.062500 Penalty: 4287.687012
	Iteration 67Q: 3 clusters Score -991424.1 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3690 members 
Mstep: Class 2 contains 1989 members 
Entering Unmasked Estep 
Score: -991434.000000 Penalty: 4287.687012
	Iteration 68Q: 3 clusters Score -991434 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3704 members 
Mstep: Class 2 contains 1975 members 
Entering Unmasked Estep 
Score: -991442.625000 Penalty: 4287.687012
	Iteration 69Q: 3 clusters Score -991442.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 1959 members 
Entering Unmasked Estep 
Score: -991450.000000 Penalty: 4287.687012
	Iteration 70Q: 3 clusters Score -991450 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3734 members 
Mstep: Class 2 contains 1945 members 
Entering Unmasked Estep 
Score: -991460.187500 Penalty: 4287.687012
	Iteration 71Q: 3 clusters Score -991460.2 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -991465.187500 Penalty: 4287.687012
	Iteration 72Q: 3 clusters Score -991465.2 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3750 members 
Mstep: Class 2 contains 1929 members 
Entering Unmasked Estep 
Score: -991471.562500 Penalty: 4287.687012
	Iteration 73Q: 3 clusters Score -991471.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3764 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -991480.875000 Penalty: 4287.687012
	Iteration 74Q: 3 clusters Score -991480.9 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3770 members 
Mstep: Class 2 contains 1909 members 
Entering Unmasked Estep 
Score: -991489.500000 Penalty: 4287.687012
	Iteration 75Q: 3 clusters Score -991489.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3772 members 
Mstep: Class 2 contains 1907 members 
Entering Unmasked Estep 
Score: -991497.250000 Penalty: 4287.687012
	Iteration 76Q: 3 clusters Score -991497.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3780 members 
Mstep: Class 2 contains 1899 members 
Entering Unmasked Estep 
Score: -991508.125000 Penalty: 4287.687012
	Iteration 77Q: 3 clusters Score -991508.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3791 members 
Mstep: Class 2 contains 1888 members 
Entering Unmasked Estep 
Score: -991515.625000 Penalty: 4287.687012
	Iteration 78Q: 3 clusters Score -991515.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3797 members 
Mstep: Class 2 contains 1882 members 
Entering Unmasked Estep 
Score: -991522.000000 Penalty: 4287.687012
	Iteration 79Q: 3 clusters Score -991522 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3802 members 
Mstep: Class 2 contains 1877 members 
Entering Unmasked Estep 
Score: -991524.062500 Penalty: 4287.687012
	Iteration 80F: 3 clusters Score -991524.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3804 members 
Mstep: Class 2 contains 1875 members 
Entering Unmasked Estep 
Score: -991532.562500 Penalty: 4287.687012
	Iteration 81Q: 3 clusters Score -991532.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3810 members 
Mstep: Class 2 contains 1869 members 
Entering Unmasked Estep 
Score: -991542.250000 Penalty: 4287.687012
	Iteration 82Q: 3 clusters Score -991542.2 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1871 members 
Entering Unmasked Estep 
Score: -991562.437500 Penalty: 4287.687012
	Iteration 83Q: 3 clusters Score -991562.4 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3806 members 
Mstep: Class 2 contains 1873 members 
Entering Unmasked Estep 
Score: -991578.937500 Penalty: 4287.687012
	Iteration 84Q: 3 clusters Score -991578.9 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3796 members 
Mstep: Class 2 contains 1883 members 
Entering Unmasked Estep 
Score: -991597.375000 Penalty: 4287.687012
	Iteration 85Q: 3 clusters Score -991597.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3782 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -991616.437500 Penalty: 4287.687012
	Iteration 86Q: 3 clusters Score -991616.4 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3769 members 
Mstep: Class 2 contains 1910 members 
Entering Unmasked Estep 
Score: -991635.187500 Penalty: 4287.687012
	Iteration 87Q: 3 clusters Score -991635.2 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3756 members 
Mstep: Class 2 contains 1923 members 
Entering Unmasked Estep 
Score: -991658.187500 Penalty: 4287.687012
	Iteration 88Q: 3 clusters Score -991658.2 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3742 members 
Mstep: Class 2 contains 1937 members 
Entering Unmasked Estep 
Score: -991681.437500 Penalty: 4287.687012
	Iteration 89Q: 3 clusters Score -991681.4 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -991718.312500 Penalty: 4287.687012
	Iteration 90Q: 3 clusters Score -991718.3 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 1971 members 
Entering Unmasked Estep 
Score: -991776.062500 Penalty: 4287.687012
	Iteration 91Q: 3 clusters Score -991776.1 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3682 members 
Mstep: Class 2 contains 1997 members 
Entering Unmasked Estep 
Score: -991842.312500 Penalty: 4287.687012
	Iteration 92Q: 3 clusters Score -991842.3 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 2029 members 
Entering Unmasked Estep 
Score: -991923.500000 Penalty: 4287.687012
	Iteration 93Q: 3 clusters Score -991923.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3640 members 
Mstep: Class 2 contains 2039 members 
Entering Unmasked Estep 
Score: -991971.000000 Penalty: 4287.687012
	Iteration 94Q: 3 clusters Score -991971 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3628 members 
Mstep: Class 2 contains 2051 members 
Entering Unmasked Estep 
Score: -992009.875000 Penalty: 4287.687012
	Iteration 95Q: 3 clusters Score -992009.9 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3630 members 
Mstep: Class 2 contains 2049 members 
Entering Unmasked Estep 
Score: -992044.000000 Penalty: 4287.687012
	Iteration 96Q: 3 clusters Score -992044 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3644 members 
Mstep: Class 2 contains 2035 members 
Entering Unmasked Estep 
Score: -992070.437500 Penalty: 4287.687012
	Iteration 97Q: 3 clusters Score -992070.4 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3664 members 
Mstep: Class 2 contains 2015 members 
Entering Unmasked Estep 
Score: -992095.687500 Penalty: 4287.687012
	Iteration 98Q: 3 clusters Score -992095.7 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1987 members 
Entering Unmasked Estep 
Score: -992111.500000 Penalty: 4287.687012
	Iteration 99Q: 3 clusters Score -992111.5 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3714 members 
Mstep: Class 2 contains 1965 members 
Entering Unmasked Estep 
Score: -992140.375000 Penalty: 4287.687012
	Iteration 100F: 3 clusters Score -992140.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3731 members 
Mstep: Class 2 contains 1948 members 
Entering Unmasked Estep 
Score: -992157.500000 Penalty: 4287.687012
	Iteration 101Q: 3 clusters Score -992157.5 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3737 members 
Mstep: Class 2 contains 1942 members 
Entering Unmasked Estep 
Score: -992165.312500 Penalty: 4287.687012
	Iteration 102Q: 3 clusters Score -992165.3 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 1933 members 
Entering Unmasked Estep 
Score: -992170.500000 Penalty: 4287.687012
	Iteration 103Q: 3 clusters Score -992170.5 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3753 members 
Mstep: Class 2 contains 1926 members 
Entering Unmasked Estep 
Score: -992175.750000 Penalty: 4287.687012
	Iteration 104Q: 3 clusters Score -992175.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3760 members 
Mstep: Class 2 contains 1919 members 
Entering Unmasked Estep 
Score: -992176.375000 Penalty: 4287.687012
	Iteration 105Q: 3 clusters Score -992176.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3768 members 
Mstep: Class 2 contains 1911 members 
Entering Unmasked Estep 
Score: -992180.000000 Penalty: 4287.687012
	Iteration 106Q: 3 clusters Score -992180 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3771 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -992179.937500 Penalty: 4287.687012
	Iteration 107Q: 3 clusters Score -992179.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -992180.062500 Penalty: 4287.687012
	Iteration 108Q: 3 clusters Score -992180.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -992181.500000 Penalty: 4287.687012
	Iteration 109Q: 3 clusters Score -992181.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3773 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -992182.812500 Penalty: 4287.687012
	Iteration 110Q: 3 clusters Score -992182.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -992182.375000 Penalty: 4287.687012
	Iteration 111Q: 3 clusters Score -992182.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3774 members 
Mstep: Class 2 contains 1905 members 
Entering Unmasked Estep 
Score: -992182.375000 Penalty: 4287.687012
	Iteration 112F: 3 clusters Score -992182.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -25563.052734 Penalty: 1295.985107
	Iteration 0F: 2 clusters Score -25563.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 100 members 
Mstep: Class 2 contains 86 members 
Entering Unmasked Estep 
Score: -24745.222656 Penalty: 2591.970215
	Iteration 0F: 3 clusters Score -24745.22 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 84 members 
Mstep: Class 2 contains 102 members 
Entering Unmasked Estep 
Score: -24855.953125 Penalty: 2591.970215
	Iteration 1F: 3 clusters Score -24855.95 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 110 members 
Entering Unmasked Estep 
Score: -24901.046875 Penalty: 2591.970215
	Iteration 2Q: 3 clusters Score -24901.05 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 75 members 
Mstep: Class 2 contains 111 members 
Entering Unmasked Estep 
Score: -24914.562500 Penalty: 2591.970215
	Iteration 3Q: 3 clusters Score -24914.56 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24922.798828 Penalty: 2591.970215
	Iteration 4Q: 3 clusters Score -24922.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 73 members 
Mstep: Class 2 contains 113 members 
Entering Unmasked Estep 
Score: -24922.798828 Penalty: 2591.970215
	Iteration 5F: 3 clusters Score -24922.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (28239 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28239 members 
Entering Unmasked Estep 
Score: -5381854.500000 Penalty: 2541.617676
	Iteration 0F: 2 clusters Score -5381854 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13918 members 
Mstep: Class 2 contains 14321 members 
Entering Unmasked Estep 
Score: -5362439.000000 Penalty: 5083.235352
	Iteration 0F: 3 clusters Score -5362439 nChanged 12755
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12753 members 
Mstep: Class 2 contains 15486 members 
Entering Unmasked Estep 
Score: -5369396.000000 Penalty: 5083.235352
	Iteration 1F: 3 clusters Score -5369396 nChanged 1401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12022 members 
Mstep: Class 2 contains 16217 members 
Entering Unmasked Estep 
Score: -5369929.000000 Penalty: 5083.235352
	Iteration 2Q: 3 clusters Score -5369929 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11042 members 
Mstep: Class 2 contains 17197 members 
Entering Unmasked Estep 
Score: -5370511.000000 Penalty: 5083.235352
	Iteration 3Q: 3 clusters Score -5370511 nChanged 1477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9727 members 
Mstep: Class 2 contains 18512 members 
Entering Unmasked Estep 
Score: -5371298.500000 Penalty: 5083.235352
	Iteration 4F: 3 clusters Score -5371298 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8069 members 
Mstep: Class 2 contains 20170 members 
Entering Unmasked Estep 
Score: -5372431.000000 Penalty: 5083.235352
	Iteration 5F: 3 clusters Score -5372431 nChanged 1991
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6096 members 
Mstep: Class 2 contains 22143 members 
Entering Unmasked Estep 
Score: -5373989.500000 Penalty: 5083.235352
	Iteration 6F: 3 clusters Score -5373990 nChanged 2040
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -5375734.000000 Penalty: 5083.235352
	Iteration 7F: 3 clusters Score -5375734 nChanged 1750
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2322 members 
Mstep: Class 2 contains 25917 members 
Entering Unmasked Estep 
Score: -5377408.500000 Penalty: 5083.235352
	Iteration 8F: 3 clusters Score -5377408 nChanged 1171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 27082 members 
Entering Unmasked Estep 
Score: -5378575.000000 Penalty: 5083.235352
	Iteration 9Q: 3 clusters Score -5378575 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 609 members 
Mstep: Class 2 contains 27630 members 
Entering Unmasked Estep 
Score: -5379122.000000 Penalty: 5083.235352
	Iteration 10Q: 3 clusters Score -5379122 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 411 members 
Mstep: Class 2 contains 27828 members 
Entering Unmasked Estep 
Score: -5379362.000000 Penalty: 5083.235352
	Iteration 11Q: 3 clusters Score -5379362 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 27917 members 
Entering Unmasked Estep 
Score: -5379490.500000 Penalty: 5083.235352
	Iteration 12Q: 3 clusters Score -5379490 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 27951 members 
Entering Unmasked Estep 
Score: -5379552.500000 Penalty: 5083.235352
	Iteration 13Q: 3 clusters Score -5379552 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 266 members 
Mstep: Class 2 contains 27973 members 
Entering Unmasked Estep 
Score: -5379566.500000 Penalty: 5083.235352
	Iteration 14Q: 3 clusters Score -5379566 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5379606.500000 Penalty: 5083.235352
	Iteration 15Q: 3 clusters Score -5379606 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 254 members 
Mstep: Class 2 contains 27985 members 
Entering Unmasked Estep 
Score: -5379615.000000 Penalty: 5083.235352
	Iteration 16Q: 3 clusters Score -5379615 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 27986 members 
Entering Unmasked Estep 
Score: -5379628.000000 Penalty: 5083.235352
	Iteration 17Q: 3 clusters Score -5379628 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 249 members 
Mstep: Class 2 contains 27990 members 
Entering Unmasked Estep 
Score: -5379633.000000 Penalty: 5083.235352
	Iteration 18Q: 3 clusters Score -5379633 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 27993 members 
Entering Unmasked Estep 
Score: -5379640.000000 Penalty: 5083.235352
	Iteration 19Q: 3 clusters Score -5379640 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 241 members 
Mstep: Class 2 contains 27998 members 
Entering Unmasked Estep 
Score: -5379643.500000 Penalty: 5083.235352
	Iteration 20F: 3 clusters Score -5379644 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5379661.000000 Penalty: 5083.235352
	Iteration 21Q: 3 clusters Score -5379661 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -5379660.500000 Penalty: 5083.235352
	Iteration 22Q: 3 clusters Score -5379660 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 27996 members 
Entering Unmasked Estep 
Score: -5379666.500000 Penalty: 5083.235352
	Iteration 23Q: 3 clusters Score -5379666 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 242 members 
Mstep: Class 2 contains 27997 members 
Entering Unmasked Estep 
Score: -5379667.000000 Penalty: 5083.235352
	Iteration 24Q: 3 clusters Score -5379667 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5379669.500000 Penalty: 5083.235352
	Iteration 25Q: 3 clusters Score -5379670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 240 members 
Mstep: Class 2 contains 27999 members 
Entering Unmasked Estep 
Score: -5379674.500000 Penalty: 5083.235352
	Iteration 26Q: 3 clusters Score -5379674 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -5379683.000000 Penalty: 5083.235352
	Iteration 27Q: 3 clusters Score -5379683 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 239 members 
Mstep: Class 2 contains 28000 members 
Entering Unmasked Estep 
Score: -5379683.000000 Penalty: 5083.235352
	Iteration 28F: 3 clusters Score -5379683 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (41639 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41639 members 
Entering Unmasked Estep 
Score: -7744994.500000 Penalty: 2637.924561
	Iteration 0F: 2 clusters Score -7744994 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20751 members 
Mstep: Class 2 contains 20888 members 
Entering Unmasked Estep 
Score: -7717340.500000 Penalty: 5275.849121
	Iteration 0F: 3 clusters Score -7717340 nChanged 19042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19961 members 
Mstep: Class 2 contains 21678 members 
Entering Unmasked Estep 
Score: -7727694.500000 Penalty: 5275.849121
	Iteration 1F: 3 clusters Score -7727694 nChanged 1765
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19516 members 
Mstep: Class 2 contains 22123 members 
Entering Unmasked Estep 
Score: -7728209.500000 Penalty: 5275.849121
	Iteration 2Q: 3 clusters Score -7728210 nChanged 1653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18839 members 
Mstep: Class 2 contains 22800 members 
Entering Unmasked Estep 
Score: -7728700.000000 Penalty: 5275.849121
	Iteration 3Q: 3 clusters Score -7728700 nChanged 1626
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 23762 members 
Entering Unmasked Estep 
Score: -7729269.500000 Penalty: 5275.849121
	Iteration 4Q: 3 clusters Score -7729270 nChanged 1770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16547 members 
Mstep: Class 2 contains 25092 members 
Entering Unmasked Estep 
Score: -7730009.500000 Penalty: 5275.849121
	Iteration 5Q: 3 clusters Score -7730010 nChanged 2146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14671 members 
Mstep: Class 2 contains 26968 members 
Entering Unmasked Estep 
Score: -7731113.000000 Penalty: 5275.849121
	Iteration 6F: 3 clusters Score -7731113 nChanged 2584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12201 members 
Mstep: Class 2 contains 29438 members 
Entering Unmasked Estep 
Score: -7732804.000000 Penalty: 5275.849121
	Iteration 7F: 3 clusters Score -7732804 nChanged 3098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9167 members 
Mstep: Class 2 contains 32472 members 
Entering Unmasked Estep 
Score: -7735176.000000 Penalty: 5275.849121
	Iteration 8F: 3 clusters Score -7735176 nChanged 3232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5957 members 
Mstep: Class 2 contains 35682 members 
Entering Unmasked Estep 
Score: -7737958.000000 Penalty: 5275.849121
	Iteration 9F: 3 clusters Score -7737958 nChanged 2575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3390 members 
Mstep: Class 2 contains 38249 members 
Entering Unmasked Estep 
Score: -7740164.500000 Penalty: 5275.849121
	Iteration 10F: 3 clusters Score -7740164 nChanged 1639
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1755 members 
Mstep: Class 2 contains 39884 members 
Entering Unmasked Estep 
Score: -7741541.000000 Penalty: 5275.849121
	Iteration 11Q: 3 clusters Score -7741541 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 40712 members 
Entering Unmasked Estep 
Score: -7742207.000000 Penalty: 5275.849121
	Iteration 12Q: 3 clusters Score -7742207 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 41053 members 
Entering Unmasked Estep 
Score: -7742485.500000 Penalty: 5275.849121
	Iteration 13Q: 3 clusters Score -7742486 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 443 members 
Mstep: Class 2 contains 41196 members 
Entering Unmasked Estep 
Score: -7742615.000000 Penalty: 5275.849121
	Iteration 14Q: 3 clusters Score -7742615 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 41267 members 
Entering Unmasked Estep 
Score: -7742692.000000 Penalty: 5275.849121
	Iteration 15Q: 3 clusters Score -7742692 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 41295 members 
Entering Unmasked Estep 
Score: -7742720.000000 Penalty: 5275.849121
	Iteration 16Q: 3 clusters Score -7742720 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 326 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -7742744.500000 Penalty: 5275.849121
	Iteration 17Q: 3 clusters Score -7742744 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 41324 members 
Entering Unmasked Estep 
Score: -7742747.000000 Penalty: 5275.849121
	Iteration 18Q: 3 clusters Score -7742747 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 41333 members 
Entering Unmasked Estep 
Score: -7742750.000000 Penalty: 5275.849121
	Iteration 19Q: 3 clusters Score -7742750 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 305 members 
Mstep: Class 2 contains 41334 members 
Entering Unmasked Estep 
Score: -7742753.500000 Penalty: 5275.849121
	Iteration 20F: 3 clusters Score -7742754 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26942 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26942 members 
Entering Unmasked Estep 
Score: -5150938.500000 Penalty: 2529.957520
	Iteration 0F: 2 clusters Score -5150938 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13341 members 
Mstep: Class 2 contains 13601 members 
Entering Unmasked Estep 
Score: -5132325.500000 Penalty: 5059.915039
	Iteration 0F: 3 clusters Score -5132326 nChanged 12033
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12502 members 
Mstep: Class 2 contains 14440 members 
Entering Unmasked Estep 
Score: -5138778.000000 Penalty: 5059.915039
	Iteration 1F: 3 clusters Score -5138778 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11902 members 
Mstep: Class 2 contains 15040 members 
Entering Unmasked Estep 
Score: -5139273.500000 Penalty: 5059.915039
	Iteration 2F: 3 clusters Score -5139274 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11058 members 
Mstep: Class 2 contains 15884 members 
Entering Unmasked Estep 
Score: -5139815.500000 Penalty: 5059.915039
	Iteration 3Q: 3 clusters Score -5139816 nChanged 1363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9933 members 
Mstep: Class 2 contains 17009 members 
Entering Unmasked Estep 
Score: -5140516.500000 Penalty: 5059.915039
	Iteration 4F: 3 clusters Score -5140516 nChanged 1495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8580 members 
Mstep: Class 2 contains 18362 members 
Entering Unmasked Estep 
Score: -5141408.500000 Penalty: 5059.915039
	Iteration 5F: 3 clusters Score -5141408 nChanged 1619
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7015 members 
Mstep: Class 2 contains 19927 members 
Entering Unmasked Estep 
Score: -5142588.500000 Penalty: 5059.915039
	Iteration 6F: 3 clusters Score -5142588 nChanged 1777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5274 members 
Mstep: Class 2 contains 21668 members 
Entering Unmasked Estep 
Score: -5144057.000000 Penalty: 5059.915039
	Iteration 7F: 3 clusters Score -5144057 nChanged 1739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3557 members 
Mstep: Class 2 contains 23385 members 
Entering Unmasked Estep 
Score: -5145587.000000 Penalty: 5059.915039
	Iteration 8F: 3 clusters Score -5145587 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2205 members 
Mstep: Class 2 contains 24737 members 
Entering Unmasked Estep 
Score: -5146842.500000 Penalty: 5059.915039
	Iteration 9F: 3 clusters Score -5146842 nChanged 943
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1264 members 
Mstep: Class 2 contains 25678 members 
Entering Unmasked Estep 
Score: -5147679.000000 Penalty: 5059.915039
	Iteration 10Q: 3 clusters Score -5147679 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 758 members 
Mstep: Class 2 contains 26184 members 
Entering Unmasked Estep 
Score: -5148160.500000 Penalty: 5059.915039
	Iteration 11Q: 3 clusters Score -5148160 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 549 members 
Mstep: Class 2 contains 26393 members 
Entering Unmasked Estep 
Score: -5148392.000000 Penalty: 5059.915039
	Iteration 12Q: 3 clusters Score -5148392 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 444 members 
Mstep: Class 2 contains 26498 members 
Entering Unmasked Estep 
Score: -5148516.000000 Penalty: 5059.915039
	Iteration 13Q: 3 clusters Score -5148516 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 26551 members 
Entering Unmasked Estep 
Score: -5148584.500000 Penalty: 5059.915039
	Iteration 14Q: 3 clusters Score -5148584 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 363 members 
Mstep: Class 2 contains 26579 members 
Entering Unmasked Estep 
Score: -5148618.500000 Penalty: 5059.915039
	Iteration 15Q: 3 clusters Score -5148618 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 341 members 
Mstep: Class 2 contains 26601 members 
Entering Unmasked Estep 
Score: -5148648.500000 Penalty: 5059.915039
	Iteration 16Q: 3 clusters Score -5148648 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 328 members 
Mstep: Class 2 contains 26614 members 
Entering Unmasked Estep 
Score: -5148671.500000 Penalty: 5059.915039
	Iteration 17Q: 3 clusters Score -5148672 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 26617 members 
Entering Unmasked Estep 
Score: -5148690.500000 Penalty: 5059.915039
	Iteration 18Q: 3 clusters Score -5148690 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 26621 members 
Entering Unmasked Estep 
Score: -5148707.500000 Penalty: 5059.915039
	Iteration 19Q: 3 clusters Score -5148708 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 26623 members 
Entering Unmasked Estep 
Score: -5148709.500000 Penalty: 5059.915039
	Iteration 20F: 3 clusters Score -5148710 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 316 members 
Mstep: Class 2 contains 26626 members 
Entering Unmasked Estep 
Score: -5148721.000000 Penalty: 5059.915039
	Iteration 21Q: 3 clusters Score -5148721 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Mstep: Class 2 contains 26624 members 
Entering Unmasked Estep 
Score: -5148725.000000 Penalty: 5059.915039
	Iteration 22Q: 3 clusters Score -5148725 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -5148723.500000 Penalty: 5059.915039
	Iteration 23Q: 3 clusters Score -5148724 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -5148722.000000 Penalty: 5059.915039
	Iteration 24Q: 3 clusters Score -5148722 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 315 members 
Mstep: Class 2 contains 26627 members 
Entering Unmasked Estep 
Score: -5148722.000000 Penalty: 5059.915039
	Iteration 25F: 3 clusters Score -5148722 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2857 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2857 members 
Entering Unmasked Estep 
Score: -554693.562500 Penalty: 1973.466797
	Iteration 0F: 2 clusters Score -554693.6 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 1453 members 
Entering Unmasked Estep 
Score: -551467.500000 Penalty: 3946.933594
	Iteration 0F: 3 clusters Score -551467.5 nChanged 986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1511 members 
Entering Unmasked Estep 
Score: -552085.062500 Penalty: 3946.933594
	Iteration 1F: 3 clusters Score -552085.1 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1325 members 
Mstep: Class 2 contains 1532 members 
Entering Unmasked Estep 
Score: -552244.625000 Penalty: 3946.933594
	Iteration 2F: 3 clusters Score -552244.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1321 members 
Mstep: Class 2 contains 1536 members 
Entering Unmasked Estep 
Score: -552320.937500 Penalty: 3946.933594
	Iteration 3Q: 3 clusters Score -552320.9 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1311 members 
Mstep: Class 2 contains 1546 members 
Entering Unmasked Estep 
Score: -552370.500000 Penalty: 3946.933594
	Iteration 4Q: 3 clusters Score -552370.5 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1314 members 
Mstep: Class 2 contains 1543 members 
Entering Unmasked Estep 
Score: -552397.875000 Penalty: 3946.933594
	Iteration 5Q: 3 clusters Score -552397.9 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1308 members 
Mstep: Class 2 contains 1549 members 
Entering Unmasked Estep 
Score: -552424.187500 Penalty: 3946.933594
	Iteration 6Q: 3 clusters Score -552424.2 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1300 members 
Mstep: Class 2 contains 1557 members 
Entering Unmasked Estep 
Score: -552438.437500 Penalty: 3946.933594
	Iteration 7Q: 3 clusters Score -552438.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1287 members 
Mstep: Class 2 contains 1570 members 
Entering Unmasked Estep 
Score: -552449.625000 Penalty: 3946.933594
	Iteration 8Q: 3 clusters Score -552449.6 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1278 members 
Mstep: Class 2 contains 1579 members 
Entering Unmasked Estep 
Score: -552455.687500 Penalty: 3946.933594
	Iteration 9Q: 3 clusters Score -552455.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1274 members 
Mstep: Class 2 contains 1583 members 
Entering Unmasked Estep 
Score: -552463.750000 Penalty: 3946.933594
	Iteration 10Q: 3 clusters Score -552463.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1267 members 
Mstep: Class 2 contains 1590 members 
Entering Unmasked Estep 
Score: -552468.625000 Penalty: 3946.933594
	Iteration 11Q: 3 clusters Score -552468.6 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1260 members 
Mstep: Class 2 contains 1597 members 
Entering Unmasked Estep 
Score: -552475.062500 Penalty: 3946.933594
	Iteration 12Q: 3 clusters Score -552475.1 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1253 members 
Mstep: Class 2 contains 1604 members 
Entering Unmasked Estep 
Score: -552481.437500 Penalty: 3946.933594
	Iteration 13Q: 3 clusters Score -552481.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1243 members 
Mstep: Class 2 contains 1614 members 
Entering Unmasked Estep 
Score: -552491.000000 Penalty: 3946.933594
	Iteration 14Q: 3 clusters Score -552491 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1235 members 
Mstep: Class 2 contains 1622 members 
Entering Unmasked Estep 
Score: -552499.750000 Penalty: 3946.933594
	Iteration 15Q: 3 clusters Score -552499.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1231 members 
Mstep: Class 2 contains 1626 members 
Entering Unmasked Estep 
Score: -552505.812500 Penalty: 3946.933594
	Iteration 16Q: 3 clusters Score -552505.8 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1226 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -552510.937500 Penalty: 3946.933594
	Iteration 17Q: 3 clusters Score -552510.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1220 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -552513.812500 Penalty: 3946.933594
	Iteration 18Q: 3 clusters Score -552513.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1219 members 
Mstep: Class 2 contains 1638 members 
Entering Unmasked Estep 
Score: -552515.437500 Penalty: 3946.933594
	Iteration 19Q: 3 clusters Score -552515.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1216 members 
Mstep: Class 2 contains 1641 members 
Entering Unmasked Estep 
Score: -552516.875000 Penalty: 3946.933594
	Iteration 20F: 3 clusters Score -552516.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -552518.250000 Penalty: 3946.933594
	Iteration 21Q: 3 clusters Score -552518.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 1642 members 
Entering Unmasked Estep 
Score: -552520.062500 Penalty: 3946.933594
	Iteration 22Q: 3 clusters Score -552520.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1214 members 
Mstep: Class 2 contains 1643 members 
Entering Unmasked Estep 
Score: -552522.437500 Penalty: 3946.933594
	Iteration 23Q: 3 clusters Score -552522.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1211 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -552523.062500 Penalty: 3946.933594
	Iteration 24Q: 3 clusters Score -552523.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -552525.187500 Penalty: 3946.933594
	Iteration 25Q: 3 clusters Score -552525.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 1650 members 
Entering Unmasked Estep 
Score: -552526.125000 Penalty: 3946.933594
	Iteration 26Q: 3 clusters Score -552526.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 1652 members 
Entering Unmasked Estep 
Score: -552527.000000 Penalty: 3946.933594
	Iteration 27Q: 3 clusters Score -552527 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1202 members 
Mstep: Class 2 contains 1655 members 
Entering Unmasked Estep 
Score: -552527.875000 Penalty: 3946.933594
	Iteration 28Q: 3 clusters Score -552527.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 1657 members 
Entering Unmasked Estep 
Score: -552530.250000 Penalty: 3946.933594
	Iteration 29Q: 3 clusters Score -552530.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 1661 members 
Entering Unmasked Estep 
Score: -552531.250000 Penalty: 3946.933594
	Iteration 30Q: 3 clusters Score -552531.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -552531.500000 Penalty: 3946.933594
	Iteration 31Q: 3 clusters Score -552531.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -552532.375000 Penalty: 3946.933594
	Iteration 32Q: 3 clusters Score -552532.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 1665 members 
Entering Unmasked Estep 
Score: -552532.375000 Penalty: 3946.933594
	Iteration 33Q: 3 clusters Score -552532.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1191 members 
Mstep: Class 2 contains 1666 members 
Entering Unmasked Estep 
Score: -552533.625000 Penalty: 3946.933594
	Iteration 34Q: 3 clusters Score -552533.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -552535.500000 Penalty: 3946.933594
	Iteration 35Q: 3 clusters Score -552535.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 1663 members 
Entering Unmasked Estep 
Score: -552538.125000 Penalty: 3946.933594
	Iteration 36Q: 3 clusters Score -552538.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1195 members 
Mstep: Class 2 contains 1662 members 
Entering Unmasked Estep 
Score: -552540.312500 Penalty: 3946.933594
	Iteration 37Q: 3 clusters Score -552540.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 1664 members 
Entering Unmasked Estep 
Score: -552544.312500 Penalty: 3946.933594
	Iteration 38Q: 3 clusters Score -552544.3 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 1672 members 
Entering Unmasked Estep 
Score: -552547.375000 Penalty: 3946.933594
	Iteration 39Q: 3 clusters Score -552547.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 1678 members 
Entering Unmasked Estep 
Score: -552553.312500 Penalty: 3946.933594
	Iteration 40F: 3 clusters Score -552553.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1175 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -552555.750000 Penalty: 3946.933594
	Iteration 41Q: 3 clusters Score -552555.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1170 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -552558.312500 Penalty: 3946.933594
	Iteration 42Q: 3 clusters Score -552558.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -552561.812500 Penalty: 3946.933594
	Iteration 43Q: 3 clusters Score -552561.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 1689 members 
Entering Unmasked Estep 
Score: -552565.375000 Penalty: 3946.933594
	Iteration 44Q: 3 clusters Score -552565.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -552568.750000 Penalty: 3946.933594
	Iteration 45Q: 3 clusters Score -552568.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 1698 members 
Entering Unmasked Estep 
Score: -552572.312500 Penalty: 3946.933594
	Iteration 46Q: 3 clusters Score -552572.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 1703 members 
Entering Unmasked Estep 
Score: -552573.687500 Penalty: 3946.933594
	Iteration 47Q: 3 clusters Score -552573.7 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1150 members 
Mstep: Class 2 contains 1707 members 
Entering Unmasked Estep 
Score: -552576.187500 Penalty: 3946.933594
	Iteration 48Q: 3 clusters Score -552576.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1148 members 
Mstep: Class 2 contains 1709 members 
Entering Unmasked Estep 
Score: -552578.500000 Penalty: 3946.933594
	Iteration 49Q: 3 clusters Score -552578.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1146 members 
Mstep: Class 2 contains 1711 members 
Entering Unmasked Estep 
Score: -552579.812500 Penalty: 3946.933594
	Iteration 50Q: 3 clusters Score -552579.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1145 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -552580.375000 Penalty: 3946.933594
	Iteration 51Q: 3 clusters Score -552580.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1143 members 
Mstep: Class 2 contains 1714 members 
Entering Unmasked Estep 
Score: -552582.125000 Penalty: 3946.933594
	Iteration 52Q: 3 clusters Score -552582.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1141 members 
Mstep: Class 2 contains 1716 members 
Entering Unmasked Estep 
Score: -552583.812500 Penalty: 3946.933594
	Iteration 53Q: 3 clusters Score -552583.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 1721 members 
Entering Unmasked Estep 
Score: -552585.875000 Penalty: 3946.933594
	Iteration 54Q: 3 clusters Score -552585.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -552587.687500 Penalty: 3946.933594
	Iteration 55Q: 3 clusters Score -552587.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -552589.125000 Penalty: 3946.933594
	Iteration 56Q: 3 clusters Score -552589.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -552590.250000 Penalty: 3946.933594
	Iteration 57Q: 3 clusters Score -552590.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1129 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -552592.687500 Penalty: 3946.933594
	Iteration 58Q: 3 clusters Score -552592.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -552593.875000 Penalty: 3946.933594
	Iteration 59Q: 3 clusters Score -552593.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1126 members 
Mstep: Class 2 contains 1731 members 
Entering Unmasked Estep 
Score: -552594.312500 Penalty: 3946.933594
	Iteration 60F: 3 clusters Score -552594.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1124 members 
Mstep: Class 2 contains 1733 members 
Entering Unmasked Estep 
Score: -552595.187500 Penalty: 3946.933594
	Iteration 61Q: 3 clusters Score -552595.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1122 members 
Mstep: Class 2 contains 1735 members 
Entering Unmasked Estep 
Score: -552596.500000 Penalty: 3946.933594
	Iteration 62Q: 3 clusters Score -552596.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -552597.625000 Penalty: 3946.933594
	Iteration 63Q: 3 clusters Score -552597.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -552598.125000 Penalty: 3946.933594
	Iteration 64Q: 3 clusters Score -552598.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -552598.500000 Penalty: 3946.933594
	Iteration 65Q: 3 clusters Score -552598.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -552598.500000 Penalty: 3946.933594
	Iteration 66F: 3 clusters Score -552598.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6870 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6870 members 
Entering Unmasked Estep 
Score: -1252523.500000 Penalty: 2191.059814
	Iteration 0F: 2 clusters Score -1252524 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3468 members 
Mstep: Class 2 contains 3402 members 
Entering Unmasked Estep 
Score: -1246874.625000 Penalty: 4382.119629
	Iteration 0F: 3 clusters Score -1246875 nChanged 2743
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3607 members 
Mstep: Class 2 contains 3263 members 
Entering Unmasked Estep 
Score: -1248586.875000 Penalty: 4382.119629
	Iteration 1F: 3 clusters Score -1248587 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3763 members 
Mstep: Class 2 contains 3107 members 
Entering Unmasked Estep 
Score: -1249203.625000 Penalty: 4382.119629
	Iteration 2F: 3 clusters Score -1249204 nChanged 585
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4040 members 
Mstep: Class 2 contains 2830 members 
Entering Unmasked Estep 
Score: -1249837.750000 Penalty: 4382.119629
	Iteration 3F: 3 clusters Score -1249838 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 2537 members 
Entering Unmasked Estep 
Score: -1250255.125000 Penalty: 4382.119629
	Iteration 4F: 3 clusters Score -1250255 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4575 members 
Mstep: Class 2 contains 2295 members 
Entering Unmasked Estep 
Score: -1250546.500000 Penalty: 4382.119629
	Iteration 5F: 3 clusters Score -1250546 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4796 members 
Mstep: Class 2 contains 2074 members 
Entering Unmasked Estep 
Score: -1250775.125000 Penalty: 4382.119629
	Iteration 6Q: 3 clusters Score -1250775 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4989 members 
Mstep: Class 2 contains 1881 members 
Entering Unmasked Estep 
Score: -1250959.500000 Penalty: 4382.119629
	Iteration 7Q: 3 clusters Score -1250960 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5144 members 
Mstep: Class 2 contains 1726 members 
Entering Unmasked Estep 
Score: -1251087.750000 Penalty: 4382.119629
	Iteration 8Q: 3 clusters Score -1251088 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5250 members 
Mstep: Class 2 contains 1620 members 
Entering Unmasked Estep 
Score: -1251191.875000 Penalty: 4382.119629
	Iteration 9Q: 3 clusters Score -1251192 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5316 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -1251260.000000 Penalty: 4382.119629
	Iteration 10Q: 3 clusters Score -1251260 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5375 members 
Mstep: Class 2 contains 1495 members 
Entering Unmasked Estep 
Score: -1251326.375000 Penalty: 4382.119629
	Iteration 11Q: 3 clusters Score -1251326 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5420 members 
Mstep: Class 2 contains 1450 members 
Entering Unmasked Estep 
Score: -1251382.875000 Penalty: 4382.119629
	Iteration 12Q: 3 clusters Score -1251383 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5455 members 
Mstep: Class 2 contains 1415 members 
Entering Unmasked Estep 
Score: -1251448.250000 Penalty: 4382.119629
	Iteration 13Q: 3 clusters Score -1251448 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5480 members 
Mstep: Class 2 contains 1390 members 
Entering Unmasked Estep 
Score: -1251490.000000 Penalty: 4382.119629
	Iteration 14Q: 3 clusters Score -1251490 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5492 members 
Mstep: Class 2 contains 1378 members 
Entering Unmasked Estep 
Score: -1251514.125000 Penalty: 4382.119629
	Iteration 15Q: 3 clusters Score -1251514 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5496 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -1251539.250000 Penalty: 4382.119629
	Iteration 16Q: 3 clusters Score -1251539 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5503 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -1251563.500000 Penalty: 4382.119629
	Iteration 17Q: 3 clusters Score -1251564 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5512 members 
Mstep: Class 2 contains 1358 members 
Entering Unmasked Estep 
Score: -1251587.375000 Penalty: 4382.119629
	Iteration 18Q: 3 clusters Score -1251587 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5521 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -1251599.000000 Penalty: 4382.119629
	Iteration 19Q: 3 clusters Score -1251599 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5524 members 
Mstep: Class 2 contains 1346 members 
Entering Unmasked Estep 
Score: -1251612.000000 Penalty: 4382.119629
	Iteration 20F: 3 clusters Score -1251612 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5538 members 
Mstep: Class 2 contains 1332 members 
Entering Unmasked Estep 
Score: -1251626.375000 Penalty: 4382.119629
	Iteration 21Q: 3 clusters Score -1251626 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5552 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -1251637.750000 Penalty: 4382.119629
	Iteration 22Q: 3 clusters Score -1251638 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -1251648.375000 Penalty: 4382.119629
	Iteration 23Q: 3 clusters Score -1251648 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5577 members 
Mstep: Class 2 contains 1293 members 
Entering Unmasked Estep 
Score: -1251653.375000 Penalty: 4382.119629
	Iteration 24Q: 3 clusters Score -1251653 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5587 members 
Mstep: Class 2 contains 1283 members 
Entering Unmasked Estep 
Score: -1251660.375000 Penalty: 4382.119629
	Iteration 25Q: 3 clusters Score -1251660 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5593 members 
Mstep: Class 2 contains 1277 members 
Entering Unmasked Estep 
Score: -1251669.000000 Penalty: 4382.119629
	Iteration 26Q: 3 clusters Score -1251669 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5606 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -1251679.875000 Penalty: 4382.119629
	Iteration 27Q: 3 clusters Score -1251680 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5610 members 
Mstep: Class 2 contains 1260 members 
Entering Unmasked Estep 
Score: -1251688.250000 Penalty: 4382.119629
	Iteration 28Q: 3 clusters Score -1251688 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5614 members 
Mstep: Class 2 contains 1256 members 
Entering Unmasked Estep 
Score: -1251697.625000 Penalty: 4382.119629
	Iteration 29Q: 3 clusters Score -1251698 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5620 members 
Mstep: Class 2 contains 1250 members 
Entering Unmasked Estep 
Score: -1251701.000000 Penalty: 4382.119629
	Iteration 30Q: 3 clusters Score -1251701 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5623 members 
Mstep: Class 2 contains 1247 members 
Entering Unmasked Estep 
Score: -1251706.375000 Penalty: 4382.119629
	Iteration 31Q: 3 clusters Score -1251706 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5622 members 
Mstep: Class 2 contains 1248 members 
Entering Unmasked Estep 
Score: -1251706.875000 Penalty: 4382.119629
	Iteration 32Q: 3 clusters Score -1251707 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5625 members 
Mstep: Class 2 contains 1245 members 
Entering Unmasked Estep 
Score: -1251708.750000 Penalty: 4382.119629
	Iteration 33Q: 3 clusters Score -1251709 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5626 members 
Mstep: Class 2 contains 1244 members 
Entering Unmasked Estep 
Score: -1251707.125000 Penalty: 4382.119629
	Iteration 34Q: 3 clusters Score -1251707 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5628 members 
Mstep: Class 2 contains 1242 members 
Entering Unmasked Estep 
Score: -1251710.250000 Penalty: 4382.119629
	Iteration 35Q: 3 clusters Score -1251710 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5630 members 
Mstep: Class 2 contains 1240 members 
Entering Unmasked Estep 
Score: -1251710.125000 Penalty: 4382.119629
	Iteration 36Q: 3 clusters Score -1251710 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5632 members 
Mstep: Class 2 contains 1238 members 
Entering Unmasked Estep 
Score: -1251710.875000 Penalty: 4382.119629
	Iteration 37Q: 3 clusters Score -1251711 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5633 members 
Mstep: Class 2 contains 1237 members 
Entering Unmasked Estep 
Score: -1251711.750000 Penalty: 4382.119629
	Iteration 38Q: 3 clusters Score -1251712 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5635 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -1251712.750000 Penalty: 4382.119629
	Iteration 39Q: 3 clusters Score -1251713 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5638 members 
Mstep: Class 2 contains 1232 members 
Entering Unmasked Estep 
Score: -1251711.375000 Penalty: 4382.119629
	Iteration 40F: 3 clusters Score -1251711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5639 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -1251716.250000 Penalty: 4382.119629
	Iteration 41Q: 3 clusters Score -1251716 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1251715.750000 Penalty: 4382.119629
	Iteration 42Q: 3 clusters Score -1251716 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5640 members 
Mstep: Class 2 contains 1230 members 
Entering Unmasked Estep 
Score: -1251715.750000 Penalty: 4382.119629
	Iteration 43F: 3 clusters Score -1251716 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41716 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41716 members 
Entering Unmasked Estep 
Score: -8017267.500000 Penalty: 2638.382812
	Iteration 0F: 2 clusters Score -8017268 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20874 members 
Mstep: Class 2 contains 20842 members 
Entering Unmasked Estep 
Score: -7991098.500000 Penalty: 5276.765625
	Iteration 0F: 3 clusters Score -7991098 nChanged 19294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21120 members 
Mstep: Class 2 contains 20596 members 
Entering Unmasked Estep 
Score: -8001522.500000 Penalty: 5276.765625
	Iteration 1F: 3 clusters Score -8001522 nChanged 1657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21319 members 
Mstep: Class 2 contains 20397 members 
Entering Unmasked Estep 
Score: -8001979.500000 Penalty: 5276.765625
	Iteration 2Q: 3 clusters Score -8001980 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21575 members 
Mstep: Class 2 contains 20141 members 
Entering Unmasked Estep 
Score: -8002354.500000 Penalty: 5276.765625
	Iteration 3Q: 3 clusters Score -8002354 nChanged 1500
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21881 members 
Mstep: Class 2 contains 19835 members 
Entering Unmasked Estep 
Score: -8002715.500000 Penalty: 5276.765625
	Iteration 4Q: 3 clusters Score -8002716 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22219 members 
Mstep: Class 2 contains 19497 members 
Entering Unmasked Estep 
Score: -8003158.000000 Penalty: 5276.765625
	Iteration 5Q: 3 clusters Score -8003158 nChanged 1580
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22685 members 
Mstep: Class 2 contains 19031 members 
Entering Unmasked Estep 
Score: -8003674.000000 Penalty: 5276.765625
	Iteration 6Q: 3 clusters Score -8003674 nChanged 1734
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 18545 members 
Entering Unmasked Estep 
Score: -8004334.500000 Penalty: 5276.765625
	Iteration 7Q: 3 clusters Score -8004334 nChanged 1939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23606 members 
Mstep: Class 2 contains 18110 members 
Entering Unmasked Estep 
Score: -8005362.000000 Penalty: 5276.765625
	Iteration 8Q: 3 clusters Score -8005362 nChanged 2317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23865 members 
Mstep: Class 2 contains 17851 members 
Entering Unmasked Estep 
Score: -8007060.500000 Penalty: 5276.765625
	Iteration 9F: 3 clusters Score -8007060 nChanged 2638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23663 members 
Mstep: Class 2 contains 18053 members 
Entering Unmasked Estep 
Score: -8009588.000000 Penalty: 5276.765625
	Iteration 10F: 3 clusters Score -8009588 nChanged 2772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23177 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -8012058.000000 Penalty: 5276.765625
	Iteration 11F: 3 clusters Score -8012058 nChanged 2113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22762 members 
Mstep: Class 2 contains 18954 members 
Entering Unmasked Estep 
Score: -8013456.000000 Penalty: 5276.765625
	Iteration 12F: 3 clusters Score -8013456 nChanged 1282
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22396 members 
Mstep: Class 2 contains 19320 members 
Entering Unmasked Estep 
Score: -8014198.500000 Penalty: 5276.765625
	Iteration 13Q: 3 clusters Score -8014198 nChanged 1021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22041 members 
Mstep: Class 2 contains 19675 members 
Entering Unmasked Estep 
Score: -8014824.500000 Penalty: 5276.765625
	Iteration 14Q: 3 clusters Score -8014824 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21674 members 
Mstep: Class 2 contains 20042 members 
Entering Unmasked Estep 
Score: -8015223.500000 Penalty: 5276.765625
	Iteration 15Q: 3 clusters Score -8015224 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21353 members 
Mstep: Class 2 contains 20363 members 
Entering Unmasked Estep 
Score: -8015553.500000 Penalty: 5276.765625
	Iteration 16Q: 3 clusters Score -8015554 nChanged 612
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21041 members 
Mstep: Class 2 contains 20675 members 
Entering Unmasked Estep 
Score: -8015701.500000 Penalty: 5276.765625
	Iteration 17Q: 3 clusters Score -8015702 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20710 members 
Mstep: Class 2 contains 21006 members 
Entering Unmasked Estep 
Score: -8015824.000000 Penalty: 5276.765625
	Iteration 18Q: 3 clusters Score -8015824 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20376 members 
Mstep: Class 2 contains 21340 members 
Entering Unmasked Estep 
Score: -8015875.500000 Penalty: 5276.765625
	Iteration 19Q: 3 clusters Score -8015876 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20029 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -8015897.000000 Penalty: 5276.765625
	Iteration 20F: 3 clusters Score -8015897 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 22056 members 
Entering Unmasked Estep 
Score: -8015917.000000 Penalty: 5276.765625
	Iteration 21Q: 3 clusters Score -8015917 nChanged 357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8015969.000000 Penalty: 5276.765625
	Iteration 22Q: 3 clusters Score -8015969 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19008 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -8015998.500000 Penalty: 5276.765625
	Iteration 23Q: 3 clusters Score -8015998 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18658 members 
Mstep: Class 2 contains 23058 members 
Entering Unmasked Estep 
Score: -8016013.500000 Penalty: 5276.765625
	Iteration 24Q: 3 clusters Score -8016014 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18263 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -8016079.500000 Penalty: 5276.765625
	Iteration 25Q: 3 clusters Score -8016080 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17930 members 
Mstep: Class 2 contains 23786 members 
Entering Unmasked Estep 
Score: -8016033.500000 Penalty: 5276.765625
	Iteration 26Q: 3 clusters Score -8016034 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17616 members 
Mstep: Class 2 contains 24100 members 
Entering Unmasked Estep 
Score: -8016019.000000 Penalty: 5276.765625
	Iteration 27Q: 3 clusters Score -8016019 nChanged 313
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17303 members 
Mstep: Class 2 contains 24413 members 
Entering Unmasked Estep 
Score: -8016013.000000 Penalty: 5276.765625
	Iteration 28Q: 3 clusters Score -8016013 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16891 members 
Mstep: Class 2 contains 24825 members 
Entering Unmasked Estep 
Score: -8015975.000000 Penalty: 5276.765625
	Iteration 29Q: 3 clusters Score -8015975 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16498 members 
Mstep: Class 2 contains 25218 members 
Entering Unmasked Estep 
Score: -8015974.500000 Penalty: 5276.765625
	Iteration 30Q: 3 clusters Score -8015974 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16109 members 
Mstep: Class 2 contains 25607 members 
Entering Unmasked Estep 
Score: -8015942.500000 Penalty: 5276.765625
	Iteration 31Q: 3 clusters Score -8015942 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15714 members 
Mstep: Class 2 contains 26002 members 
Entering Unmasked Estep 
Score: -8015925.000000 Penalty: 5276.765625
	Iteration 32Q: 3 clusters Score -8015925 nChanged 415
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15299 members 
Mstep: Class 2 contains 26417 members 
Entering Unmasked Estep 
Score: -8015858.000000 Penalty: 5276.765625
	Iteration 33Q: 3 clusters Score -8015858 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14908 members 
Mstep: Class 2 contains 26808 members 
Entering Unmasked Estep 
Score: -8015835.500000 Penalty: 5276.765625
	Iteration 34Q: 3 clusters Score -8015836 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14492 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -8015843.000000 Penalty: 5276.765625
	Iteration 35Q: 3 clusters Score -8015843 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14096 members 
Mstep: Class 2 contains 27620 members 
Entering Unmasked Estep 
Score: -8015760.500000 Penalty: 5276.765625
	Iteration 36Q: 3 clusters Score -8015760 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13699 members 
Mstep: Class 2 contains 28017 members 
Entering Unmasked Estep 
Score: -8015741.000000 Penalty: 5276.765625
	Iteration 37Q: 3 clusters Score -8015741 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 28326 members 
Entering Unmasked Estep 
Score: -8015713.000000 Penalty: 5276.765625
	Iteration 38Q: 3 clusters Score -8015713 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13159 members 
Mstep: Class 2 contains 28557 members 
Entering Unmasked Estep 
Score: -8015717.000000 Penalty: 5276.765625
	Iteration 39Q: 3 clusters Score -8015717 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12929 members 
Mstep: Class 2 contains 28787 members 
Entering Unmasked Estep 
Score: -8015711.500000 Penalty: 5276.765625
	Iteration 40F: 3 clusters Score -8015712 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12682 members 
Mstep: Class 2 contains 29034 members 
Entering Unmasked Estep 
Score: -8015726.000000 Penalty: 5276.765625
	Iteration 41Q: 3 clusters Score -8015726 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12506 members 
Mstep: Class 2 contains 29210 members 
Entering Unmasked Estep 
Score: -8015726.500000 Penalty: 5276.765625
	Iteration 42Q: 3 clusters Score -8015726 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 29359 members 
Entering Unmasked Estep 
Score: -8015704.500000 Penalty: 5276.765625
	Iteration 43Q: 3 clusters Score -8015704 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12232 members 
Mstep: Class 2 contains 29484 members 
Entering Unmasked Estep 
Score: -8015720.000000 Penalty: 5276.765625
	Iteration 44Q: 3 clusters Score -8015720 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12122 members 
Mstep: Class 2 contains 29594 members 
Entering Unmasked Estep 
Score: -8015740.000000 Penalty: 5276.765625
	Iteration 45Q: 3 clusters Score -8015740 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12027 members 
Mstep: Class 2 contains 29689 members 
Entering Unmasked Estep 
Score: -8015749.500000 Penalty: 5276.765625
	Iteration 46Q: 3 clusters Score -8015750 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11934 members 
Mstep: Class 2 contains 29782 members 
Entering Unmasked Estep 
Score: -8015756.500000 Penalty: 5276.765625
	Iteration 47Q: 3 clusters Score -8015756 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11854 members 
Mstep: Class 2 contains 29862 members 
Entering Unmasked Estep 
Score: -8015774.500000 Penalty: 5276.765625
	Iteration 48Q: 3 clusters Score -8015774 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 29914 members 
Entering Unmasked Estep 
Score: -8015774.000000 Penalty: 5276.765625
	Iteration 49Q: 3 clusters Score -8015774 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11775 members 
Mstep: Class 2 contains 29941 members 
Entering Unmasked Estep 
Score: -8015763.000000 Penalty: 5276.765625
	Iteration 50Q: 3 clusters Score -8015763 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11761 members 
Mstep: Class 2 contains 29955 members 
Entering Unmasked Estep 
Score: -8015780.000000 Penalty: 5276.765625
	Iteration 51Q: 3 clusters Score -8015780 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11744 members 
Mstep: Class 2 contains 29972 members 
Entering Unmasked Estep 
Score: -8015786.500000 Penalty: 5276.765625
	Iteration 52Q: 3 clusters Score -8015786 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11727 members 
Mstep: Class 2 contains 29989 members 
Entering Unmasked Estep 
Score: -8015772.500000 Penalty: 5276.765625
	Iteration 53Q: 3 clusters Score -8015772 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 30013 members 
Entering Unmasked Estep 
Score: -8015774.000000 Penalty: 5276.765625
	Iteration 54Q: 3 clusters Score -8015774 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11655 members 
Mstep: Class 2 contains 30061 members 
Entering Unmasked Estep 
Score: -8015786.500000 Penalty: 5276.765625
	Iteration 55Q: 3 clusters Score -8015786 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11601 members 
Mstep: Class 2 contains 30115 members 
Entering Unmasked Estep 
Score: -8015787.000000 Penalty: 5276.765625
	Iteration 56Q: 3 clusters Score -8015787 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11551 members 
Mstep: Class 2 contains 30165 members 
Entering Unmasked Estep 
Score: -8015801.500000 Penalty: 5276.765625
	Iteration 57Q: 3 clusters Score -8015802 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11510 members 
Mstep: Class 2 contains 30206 members 
Entering Unmasked Estep 
Score: -8015783.500000 Penalty: 5276.765625
	Iteration 58Q: 3 clusters Score -8015784 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 30246 members 
Entering Unmasked Estep 
Score: -8015760.500000 Penalty: 5276.765625
	Iteration 59Q: 3 clusters Score -8015760 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11442 members 
Mstep: Class 2 contains 30274 members 
Entering Unmasked Estep 
Score: -8015766.500000 Penalty: 5276.765625
	Iteration 60F: 3 clusters Score -8015766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11413 members 
Mstep: Class 2 contains 30303 members 
Entering Unmasked Estep 
Score: -8015748.500000 Penalty: 5276.765625
	Iteration 61Q: 3 clusters Score -8015748 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11392 members 
Mstep: Class 2 contains 30324 members 
Entering Unmasked Estep 
Score: -8015756.500000 Penalty: 5276.765625
	Iteration 62Q: 3 clusters Score -8015756 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11369 members 
Mstep: Class 2 contains 30347 members 
Entering Unmasked Estep 
Score: -8015770.000000 Penalty: 5276.765625
	Iteration 63Q: 3 clusters Score -8015770 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11342 members 
Mstep: Class 2 contains 30374 members 
Entering Unmasked Estep 
Score: -8015757.500000 Penalty: 5276.765625
	Iteration 64Q: 3 clusters Score -8015758 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11322 members 
Mstep: Class 2 contains 30394 members 
Entering Unmasked Estep 
Score: -8015776.000000 Penalty: 5276.765625
	Iteration 65Q: 3 clusters Score -8015776 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11296 members 
Mstep: Class 2 contains 30420 members 
Entering Unmasked Estep 
Score: -8015765.500000 Penalty: 5276.765625
	Iteration 66Q: 3 clusters Score -8015766 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11267 members 
Mstep: Class 2 contains 30449 members 
Entering Unmasked Estep 
Score: -8015759.500000 Penalty: 5276.765625
	Iteration 67Q: 3 clusters Score -8015760 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11225 members 
Mstep: Class 2 contains 30491 members 
Entering Unmasked Estep 
Score: -8015740.500000 Penalty: 5276.765625
	Iteration 68Q: 3 clusters Score -8015740 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11192 members 
Mstep: Class 2 contains 30524 members 
Entering Unmasked Estep 
Score: -8015728.000000 Penalty: 5276.765625
	Iteration 69Q: 3 clusters Score -8015728 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11164 members 
Mstep: Class 2 contains 30552 members 
Entering Unmasked Estep 
Score: -8015729.000000 Penalty: 5276.765625
	Iteration 70Q: 3 clusters Score -8015729 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11146 members 
Mstep: Class 2 contains 30570 members 
Entering Unmasked Estep 
Score: -8015722.500000 Penalty: 5276.765625
	Iteration 71Q: 3 clusters Score -8015722 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11134 members 
Mstep: Class 2 contains 30582 members 
Entering Unmasked Estep 
Score: -8015711.500000 Penalty: 5276.765625
	Iteration 72Q: 3 clusters Score -8015712 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11123 members 
Mstep: Class 2 contains 30593 members 
Entering Unmasked Estep 
Score: -8015712.500000 Penalty: 5276.765625
	Iteration 73Q: 3 clusters Score -8015712 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11119 members 
Mstep: Class 2 contains 30597 members 
Entering Unmasked Estep 
Score: -8015715.500000 Penalty: 5276.765625
	Iteration 74Q: 3 clusters Score -8015716 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11114 members 
Mstep: Class 2 contains 30602 members 
Entering Unmasked Estep 
Score: -8015726.500000 Penalty: 5276.765625
	Iteration 75Q: 3 clusters Score -8015726 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11112 members 
Mstep: Class 2 contains 30604 members 
Entering Unmasked Estep 
Score: -8015729.000000 Penalty: 5276.765625
	Iteration 76Q: 3 clusters Score -8015729 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11107 members 
Mstep: Class 2 contains 30609 members 
Entering Unmasked Estep 
Score: -8015737.000000 Penalty: 5276.765625
	Iteration 77Q: 3 clusters Score -8015737 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11102 members 
Mstep: Class 2 contains 30614 members 
Entering Unmasked Estep 
Score: -8015728.000000 Penalty: 5276.765625
	Iteration 78Q: 3 clusters Score -8015728 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -8015732.000000 Penalty: 5276.765625
	Iteration 79Q: 3 clusters Score -8015732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11101 members 
Mstep: Class 2 contains 30615 members 
Entering Unmasked Estep 
Score: -8015732.000000 Penalty: 5276.765625
	Iteration 80F: 3 clusters Score -8015732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (54218 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54218 members 
Entering Unmasked Estep 
Score: -9884403.000000 Penalty: 2703.390625
	Iteration 0F: 2 clusters Score -9884403 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27033 members 
Mstep: Class 2 contains 27185 members 
Entering Unmasked Estep 
Score: -9849093.000000 Penalty: 5406.781250
	Iteration 0F: 3 clusters Score -9849093 nChanged 25000
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26675 members 
Mstep: Class 2 contains 27543 members 
Entering Unmasked Estep 
Score: -9863228.000000 Penalty: 5406.781250
	Iteration 1F: 3 clusters Score -9863228 nChanged 2574
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26525 members 
Mstep: Class 2 contains 27693 members 
Entering Unmasked Estep 
Score: -9864212.000000 Penalty: 5406.781250
	Iteration 2Q: 3 clusters Score -9864212 nChanged 2653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26376 members 
Mstep: Class 2 contains 27842 members 
Entering Unmasked Estep 
Score: -9865435.000000 Penalty: 5406.781250
	Iteration 3Q: 3 clusters Score -9865435 nChanged 2811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26275 members 
Mstep: Class 2 contains 27943 members 
Entering Unmasked Estep 
Score: -9866791.000000 Penalty: 5406.781250
	Iteration 4F: 3 clusters Score -9866791 nChanged 2907
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26200 members 
Mstep: Class 2 contains 28018 members 
Entering Unmasked Estep 
Score: -9868162.000000 Penalty: 5406.781250
	Iteration 5F: 3 clusters Score -9868162 nChanged 2756
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26166 members 
Mstep: Class 2 contains 28052 members 
Entering Unmasked Estep 
Score: -9869347.000000 Penalty: 5406.781250
	Iteration 6F: 3 clusters Score -9869347 nChanged 2573
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26109 members 
Mstep: Class 2 contains 28109 members 
Entering Unmasked Estep 
Score: -9870529.000000 Penalty: 5406.781250
	Iteration 7Q: 3 clusters Score -9870529 nChanged 2505
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26062 members 
Mstep: Class 2 contains 28156 members 
Entering Unmasked Estep 
Score: -9871609.000000 Penalty: 5406.781250
	Iteration 8Q: 3 clusters Score -9871609 nChanged 2357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26029 members 
Mstep: Class 2 contains 28189 members 
Entering Unmasked Estep 
Score: -9872701.000000 Penalty: 5406.781250
	Iteration 9Q: 3 clusters Score -9872701 nChanged 2204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25971 members 
Mstep: Class 2 contains 28247 members 
Entering Unmasked Estep 
Score: -9873828.000000 Penalty: 5406.781250
	Iteration 10Q: 3 clusters Score -9873828 nChanged 2021
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25926 members 
Mstep: Class 2 contains 28292 members 
Entering Unmasked Estep 
Score: -9874604.000000 Penalty: 5406.781250
	Iteration 11Q: 3 clusters Score -9874604 nChanged 1584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25908 members 
Mstep: Class 2 contains 28310 members 
Entering Unmasked Estep 
Score: -9875098.000000 Penalty: 5406.781250
	Iteration 12Q: 3 clusters Score -9875098 nChanged 1071
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25887 members 
Mstep: Class 2 contains 28331 members 
Entering Unmasked Estep 
Score: -9875239.000000 Penalty: 5406.781250
	Iteration 13Q: 3 clusters Score -9875239 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25867 members 
Mstep: Class 2 contains 28351 members 
Entering Unmasked Estep 
Score: -9875357.000000 Penalty: 5406.781250
	Iteration 14Q: 3 clusters Score -9875357 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25848 members 
Mstep: Class 2 contains 28370 members 
Entering Unmasked Estep 
Score: -9875414.000000 Penalty: 5406.781250
	Iteration 15Q: 3 clusters Score -9875414 nChanged 316
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25832 members 
Mstep: Class 2 contains 28386 members 
Entering Unmasked Estep 
Score: -9875408.000000 Penalty: 5406.781250
	Iteration 16Q: 3 clusters Score -9875408 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25796 members 
Mstep: Class 2 contains 28422 members 
Entering Unmasked Estep 
Score: -9875400.000000 Penalty: 5406.781250
	Iteration 17Q: 3 clusters Score -9875400 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25782 members 
Mstep: Class 2 contains 28436 members 
Entering Unmasked Estep 
Score: -9875431.000000 Penalty: 5406.781250
	Iteration 18Q: 3 clusters Score -9875431 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25763 members 
Mstep: Class 2 contains 28455 members 
Entering Unmasked Estep 
Score: -9875423.000000 Penalty: 5406.781250
	Iteration 19Q: 3 clusters Score -9875423 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25768 members 
Mstep: Class 2 contains 28450 members 
Entering Unmasked Estep 
Score: -9875459.000000 Penalty: 5406.781250
	Iteration 20F: 3 clusters Score -9875459 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25767 members 
Mstep: Class 2 contains 28451 members 
Entering Unmasked Estep 
Score: -9875466.000000 Penalty: 5406.781250
	Iteration 21Q: 3 clusters Score -9875466 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25785 members 
Mstep: Class 2 contains 28433 members 
Entering Unmasked Estep 
Score: -9875527.000000 Penalty: 5406.781250
	Iteration 22Q: 3 clusters Score -9875527 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25826 members 
Mstep: Class 2 contains 28392 members 
Entering Unmasked Estep 
Score: -9875564.000000 Penalty: 5406.781250
	Iteration 23Q: 3 clusters Score -9875564 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25839 members 
Mstep: Class 2 contains 28379 members 
Entering Unmasked Estep 
Score: -9875615.000000 Penalty: 5406.781250
	Iteration 24Q: 3 clusters Score -9875615 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25865 members 
Mstep: Class 2 contains 28353 members 
Entering Unmasked Estep 
Score: -9875622.000000 Penalty: 5406.781250
	Iteration 25Q: 3 clusters Score -9875622 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25901 members 
Mstep: Class 2 contains 28317 members 
Entering Unmasked Estep 
Score: -9875669.000000 Penalty: 5406.781250
	Iteration 26Q: 3 clusters Score -9875669 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25932 members 
Mstep: Class 2 contains 28286 members 
Entering Unmasked Estep 
Score: -9875699.000000 Penalty: 5406.781250
	Iteration 27Q: 3 clusters Score -9875699 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25949 members 
Mstep: Class 2 contains 28269 members 
Entering Unmasked Estep 
Score: -9875722.000000 Penalty: 5406.781250
	Iteration 28Q: 3 clusters Score -9875722 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25992 members 
Mstep: Class 2 contains 28226 members 
Entering Unmasked Estep 
Score: -9875746.000000 Penalty: 5406.781250
	Iteration 29Q: 3 clusters Score -9875746 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 28167 members 
Entering Unmasked Estep 
Score: -9875763.000000 Penalty: 5406.781250
	Iteration 30Q: 3 clusters Score -9875763 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26116 members 
Mstep: Class 2 contains 28102 members 
Entering Unmasked Estep 
Score: -9875788.000000 Penalty: 5406.781250
	Iteration 31Q: 3 clusters Score -9875788 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26197 members 
Mstep: Class 2 contains 28021 members 
Entering Unmasked Estep 
Score: -9875846.000000 Penalty: 5406.781250
	Iteration 32Q: 3 clusters Score -9875846 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26283 members 
Mstep: Class 2 contains 27935 members 
Entering Unmasked Estep 
Score: -9875860.000000 Penalty: 5406.781250
	Iteration 33Q: 3 clusters Score -9875860 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26372 members 
Mstep: Class 2 contains 27846 members 
Entering Unmasked Estep 
Score: -9875867.000000 Penalty: 5406.781250
	Iteration 34Q: 3 clusters Score -9875867 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26465 members 
Mstep: Class 2 contains 27753 members 
Entering Unmasked Estep 
Score: -9875884.000000 Penalty: 5406.781250
	Iteration 35Q: 3 clusters Score -9875884 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26555 members 
Mstep: Class 2 contains 27663 members 
Entering Unmasked Estep 
Score: -9875893.000000 Penalty: 5406.781250
	Iteration 36Q: 3 clusters Score -9875893 nChanged 201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 27578 members 
Entering Unmasked Estep 
Score: -9875902.000000 Penalty: 5406.781250
	Iteration 37Q: 3 clusters Score -9875902 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 27469 members 
Entering Unmasked Estep 
Score: -9875944.000000 Penalty: 5406.781250
	Iteration 38Q: 3 clusters Score -9875944 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26853 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -9875983.000000 Penalty: 5406.781250
	Iteration 39Q: 3 clusters Score -9875983 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26941 members 
Mstep: Class 2 contains 27277 members 
Entering Unmasked Estep 
Score: -9876011.000000 Penalty: 5406.781250
	Iteration 40F: 3 clusters Score -9876011 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27034 members 
Mstep: Class 2 contains 27184 members 
Entering Unmasked Estep 
Score: -9876017.000000 Penalty: 5406.781250
	Iteration 41Q: 3 clusters Score -9876017 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27141 members 
Mstep: Class 2 contains 27077 members 
Entering Unmasked Estep 
Score: -9876023.000000 Penalty: 5406.781250
	Iteration 42Q: 3 clusters Score -9876023 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27254 members 
Mstep: Class 2 contains 26964 members 
Entering Unmasked Estep 
Score: -9876033.000000 Penalty: 5406.781250
	Iteration 43Q: 3 clusters Score -9876033 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 26844 members 
Entering Unmasked Estep 
Score: -9876028.000000 Penalty: 5406.781250
	Iteration 44Q: 3 clusters Score -9876028 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27481 members 
Mstep: Class 2 contains 26737 members 
Entering Unmasked Estep 
Score: -9876098.000000 Penalty: 5406.781250
	Iteration 45Q: 3 clusters Score -9876098 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27589 members 
Mstep: Class 2 contains 26629 members 
Entering Unmasked Estep 
Score: -9876089.000000 Penalty: 5406.781250
	Iteration 46Q: 3 clusters Score -9876089 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27684 members 
Mstep: Class 2 contains 26534 members 
Entering Unmasked Estep 
Score: -9876117.000000 Penalty: 5406.781250
	Iteration 47Q: 3 clusters Score -9876117 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27787 members 
Mstep: Class 2 contains 26431 members 
Entering Unmasked Estep 
Score: -9876138.000000 Penalty: 5406.781250
	Iteration 48Q: 3 clusters Score -9876138 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27875 members 
Mstep: Class 2 contains 26343 members 
Entering Unmasked Estep 
Score: -9876165.000000 Penalty: 5406.781250
	Iteration 49Q: 3 clusters Score -9876165 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27985 members 
Mstep: Class 2 contains 26233 members 
Entering Unmasked Estep 
Score: -9876170.000000 Penalty: 5406.781250
	Iteration 50Q: 3 clusters Score -9876170 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28066 members 
Mstep: Class 2 contains 26152 members 
Entering Unmasked Estep 
Score: -9876200.000000 Penalty: 5406.781250
	Iteration 51Q: 3 clusters Score -9876200 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28148 members 
Mstep: Class 2 contains 26070 members 
Entering Unmasked Estep 
Score: -9876211.000000 Penalty: 5406.781250
	Iteration 52Q: 3 clusters Score -9876211 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28222 members 
Mstep: Class 2 contains 25996 members 
Entering Unmasked Estep 
Score: -9876217.000000 Penalty: 5406.781250
	Iteration 53Q: 3 clusters Score -9876217 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28323 members 
Mstep: Class 2 contains 25895 members 
Entering Unmasked Estep 
Score: -9876204.000000 Penalty: 5406.781250
	Iteration 54Q: 3 clusters Score -9876204 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28430 members 
Mstep: Class 2 contains 25788 members 
Entering Unmasked Estep 
Score: -9876218.000000 Penalty: 5406.781250
	Iteration 55Q: 3 clusters Score -9876218 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28530 members 
Mstep: Class 2 contains 25688 members 
Entering Unmasked Estep 
Score: -9876232.000000 Penalty: 5406.781250
	Iteration 56Q: 3 clusters Score -9876232 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28625 members 
Mstep: Class 2 contains 25593 members 
Entering Unmasked Estep 
Score: -9876229.000000 Penalty: 5406.781250
	Iteration 57Q: 3 clusters Score -9876229 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28721 members 
Mstep: Class 2 contains 25497 members 
Entering Unmasked Estep 
Score: -9876232.000000 Penalty: 5406.781250
	Iteration 58Q: 3 clusters Score -9876232 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28804 members 
Mstep: Class 2 contains 25414 members 
Entering Unmasked Estep 
Score: -9876234.000000 Penalty: 5406.781250
	Iteration 59Q: 3 clusters Score -9876234 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28875 members 
Mstep: Class 2 contains 25343 members 
Entering Unmasked Estep 
Score: -9876241.000000 Penalty: 5406.781250
	Iteration 60F: 3 clusters Score -9876241 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28958 members 
Mstep: Class 2 contains 25260 members 
Entering Unmasked Estep 
Score: -9876254.000000 Penalty: 5406.781250
	Iteration 61Q: 3 clusters Score -9876254 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29024 members 
Mstep: Class 2 contains 25194 members 
Entering Unmasked Estep 
Score: -9876252.000000 Penalty: 5406.781250
	Iteration 62Q: 3 clusters Score -9876252 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29085 members 
Mstep: Class 2 contains 25133 members 
Entering Unmasked Estep 
Score: -9876259.000000 Penalty: 5406.781250
	Iteration 63Q: 3 clusters Score -9876259 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29157 members 
Mstep: Class 2 contains 25061 members 
Entering Unmasked Estep 
Score: -9876264.000000 Penalty: 5406.781250
	Iteration 64Q: 3 clusters Score -9876264 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29252 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -9876260.000000 Penalty: 5406.781250
	Iteration 65Q: 3 clusters Score -9876260 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29349 members 
Mstep: Class 2 contains 24869 members 
Entering Unmasked Estep 
Score: -9876280.000000 Penalty: 5406.781250
	Iteration 66Q: 3 clusters Score -9876280 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29456 members 
Mstep: Class 2 contains 24762 members 
Entering Unmasked Estep 
Score: -9876286.000000 Penalty: 5406.781250
	Iteration 67Q: 3 clusters Score -9876286 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29585 members 
Mstep: Class 2 contains 24633 members 
Entering Unmasked Estep 
Score: -9876275.000000 Penalty: 5406.781250
	Iteration 68Q: 3 clusters Score -9876275 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29743 members 
Mstep: Class 2 contains 24475 members 
Entering Unmasked Estep 
Score: -9876286.000000 Penalty: 5406.781250
	Iteration 69Q: 3 clusters Score -9876286 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29896 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -9876292.000000 Penalty: 5406.781250
	Iteration 70Q: 3 clusters Score -9876292 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30074 members 
Mstep: Class 2 contains 24144 members 
Entering Unmasked Estep 
Score: -9876346.000000 Penalty: 5406.781250
	Iteration 71Q: 3 clusters Score -9876346 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30316 members 
Mstep: Class 2 contains 23902 members 
Entering Unmasked Estep 
Score: -9876369.000000 Penalty: 5406.781250
	Iteration 72Q: 3 clusters Score -9876369 nChanged 285
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30589 members 
Mstep: Class 2 contains 23629 members 
Entering Unmasked Estep 
Score: -9876401.000000 Penalty: 5406.781250
	Iteration 73Q: 3 clusters Score -9876401 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30888 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -9876452.000000 Penalty: 5406.781250
	Iteration 74Q: 3 clusters Score -9876452 nChanged 314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31186 members 
Mstep: Class 2 contains 23032 members 
Entering Unmasked Estep 
Score: -9876510.000000 Penalty: 5406.781250
	Iteration 75Q: 3 clusters Score -9876510 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31537 members 
Mstep: Class 2 contains 22681 members 
Entering Unmasked Estep 
Score: -9876535.000000 Penalty: 5406.781250
	Iteration 76Q: 3 clusters Score -9876535 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 22281 members 
Entering Unmasked Estep 
Score: -9876650.000000 Penalty: 5406.781250
	Iteration 77Q: 3 clusters Score -9876650 nChanged 453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32378 members 
Mstep: Class 2 contains 21840 members 
Entering Unmasked Estep 
Score: -9876757.000000 Penalty: 5406.781250
	Iteration 78Q: 3 clusters Score -9876757 nChanged 478
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32848 members 
Mstep: Class 2 contains 21370 members 
Entering Unmasked Estep 
Score: -9876827.000000 Penalty: 5406.781250
	Iteration 79Q: 3 clusters Score -9876827 nChanged 556
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33394 members 
Mstep: Class 2 contains 20824 members 
Entering Unmasked Estep 
Score: -9876942.000000 Penalty: 5406.781250
	Iteration 80F: 3 clusters Score -9876942 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34012 members 
Mstep: Class 2 contains 20206 members 
Entering Unmasked Estep 
Score: -9877076.000000 Penalty: 5406.781250
	Iteration 81Q: 3 clusters Score -9877076 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34635 members 
Mstep: Class 2 contains 19583 members 
Entering Unmasked Estep 
Score: -9877246.000000 Penalty: 5406.781250
	Iteration 82Q: 3 clusters Score -9877246 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35269 members 
Mstep: Class 2 contains 18949 members 
Entering Unmasked Estep 
Score: -9877434.000000 Penalty: 5406.781250
	Iteration 83Q: 3 clusters Score -9877434 nChanged 682
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35951 members 
Mstep: Class 2 contains 18267 members 
Entering Unmasked Estep 
Score: -9877611.000000 Penalty: 5406.781250
	Iteration 84Q: 3 clusters Score -9877611 nChanged 789
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36738 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -9877841.000000 Penalty: 5406.781250
	Iteration 85Q: 3 clusters Score -9877841 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37575 members 
Mstep: Class 2 contains 16643 members 
Entering Unmasked Estep 
Score: -9878083.000000 Penalty: 5406.781250
	Iteration 86Q: 3 clusters Score -9878083 nChanged 861
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38434 members 
Mstep: Class 2 contains 15784 members 
Entering Unmasked Estep 
Score: -9878343.000000 Penalty: 5406.781250
	Iteration 87Q: 3 clusters Score -9878343 nChanged 882
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39316 members 
Mstep: Class 2 contains 14902 members 
Entering Unmasked Estep 
Score: -9878725.000000 Penalty: 5406.781250
	Iteration 88Q: 3 clusters Score -9878725 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40253 members 
Mstep: Class 2 contains 13965 members 
Entering Unmasked Estep 
Score: -9879045.000000 Penalty: 5406.781250
	Iteration 89Q: 3 clusters Score -9879045 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41188 members 
Mstep: Class 2 contains 13030 members 
Entering Unmasked Estep 
Score: -9879359.000000 Penalty: 5406.781250
	Iteration 90Q: 3 clusters Score -9879359 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42156 members 
Mstep: Class 2 contains 12062 members 
Entering Unmasked Estep 
Score: -9879681.000000 Penalty: 5406.781250
	Iteration 91Q: 3 clusters Score -9879681 nChanged 931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43085 members 
Mstep: Class 2 contains 11133 members 
Entering Unmasked Estep 
Score: -9880026.000000 Penalty: 5406.781250
	Iteration 92Q: 3 clusters Score -9880026 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43990 members 
Mstep: Class 2 contains 10228 members 
Entering Unmasked Estep 
Score: -9880350.000000 Penalty: 5406.781250
	Iteration 93Q: 3 clusters Score -9880350 nChanged 875
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44865 members 
Mstep: Class 2 contains 9353 members 
Entering Unmasked Estep 
Score: -9880676.000000 Penalty: 5406.781250
	Iteration 94Q: 3 clusters Score -9880676 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45663 members 
Mstep: Class 2 contains 8555 members 
Entering Unmasked Estep 
Score: -9880967.000000 Penalty: 5406.781250
	Iteration 95Q: 3 clusters Score -9880967 nChanged 685
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46346 members 
Mstep: Class 2 contains 7872 members 
Entering Unmasked Estep 
Score: -9881154.000000 Penalty: 5406.781250
	Iteration 96Q: 3 clusters Score -9881154 nChanged 611
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46957 members 
Mstep: Class 2 contains 7261 members 
Entering Unmasked Estep 
Score: -9881394.000000 Penalty: 5406.781250
	Iteration 97Q: 3 clusters Score -9881394 nChanged 525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47480 members 
Mstep: Class 2 contains 6738 members 
Entering Unmasked Estep 
Score: -9881512.000000 Penalty: 5406.781250
	Iteration 98Q: 3 clusters Score -9881512 nChanged 462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 47942 members 
Mstep: Class 2 contains 6276 members 
Entering Unmasked Estep 
Score: -9881626.000000 Penalty: 5406.781250
	Iteration 99Q: 3 clusters Score -9881626 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48343 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -9881787.000000 Penalty: 5406.781250
	Iteration 100F: 3 clusters Score -9881787 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48755 members 
Mstep: Class 2 contains 5463 members 
Entering Unmasked Estep 
Score: -9881882.000000 Penalty: 5406.781250
	Iteration 101Q: 3 clusters Score -9881882 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49139 members 
Mstep: Class 2 contains 5079 members 
Entering Unmasked Estep 
Score: -9882028.000000 Penalty: 5406.781250
	Iteration 102Q: 3 clusters Score -9882028 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49494 members 
Mstep: Class 2 contains 4724 members 
Entering Unmasked Estep 
Score: -9882153.000000 Penalty: 5406.781250
	Iteration 103Q: 3 clusters Score -9882153 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49832 members 
Mstep: Class 2 contains 4386 members 
Entering Unmasked Estep 
Score: -9882194.000000 Penalty: 5406.781250
	Iteration 104Q: 3 clusters Score -9882194 nChanged 288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50120 members 
Mstep: Class 2 contains 4098 members 
Entering Unmasked Estep 
Score: -9882269.000000 Penalty: 5406.781250
	Iteration 105Q: 3 clusters Score -9882269 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50373 members 
Mstep: Class 2 contains 3845 members 
Entering Unmasked Estep 
Score: -9882353.000000 Penalty: 5406.781250
	Iteration 106Q: 3 clusters Score -9882353 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50601 members 
Mstep: Class 2 contains 3617 members 
Entering Unmasked Estep 
Score: -9882438.000000 Penalty: 5406.781250
	Iteration 107Q: 3 clusters Score -9882438 nChanged 216
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50815 members 
Mstep: Class 2 contains 3403 members 
Entering Unmasked Estep 
Score: -9882473.000000 Penalty: 5406.781250
	Iteration 108Q: 3 clusters Score -9882473 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51028 members 
Mstep: Class 2 contains 3190 members 
Entering Unmasked Estep 
Score: -9882536.000000 Penalty: 5406.781250
	Iteration 109Q: 3 clusters Score -9882536 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51212 members 
Mstep: Class 2 contains 3006 members 
Entering Unmasked Estep 
Score: -9882582.000000 Penalty: 5406.781250
	Iteration 110Q: 3 clusters Score -9882582 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51393 members 
Mstep: Class 2 contains 2825 members 
Entering Unmasked Estep 
Score: -9882623.000000 Penalty: 5406.781250
	Iteration 111Q: 3 clusters Score -9882623 nChanged 153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51546 members 
Mstep: Class 2 contains 2672 members 
Entering Unmasked Estep 
Score: -9882642.000000 Penalty: 5406.781250
	Iteration 112Q: 3 clusters Score -9882642 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51675 members 
Mstep: Class 2 contains 2543 members 
Entering Unmasked Estep 
Score: -9882665.000000 Penalty: 5406.781250
	Iteration 113Q: 3 clusters Score -9882665 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51817 members 
Mstep: Class 2 contains 2401 members 
Entering Unmasked Estep 
Score: -9882654.000000 Penalty: 5406.781250
	Iteration 114Q: 3 clusters Score -9882654 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51950 members 
Mstep: Class 2 contains 2268 members 
Entering Unmasked Estep 
Score: -9882678.000000 Penalty: 5406.781250
	Iteration 115Q: 3 clusters Score -9882678 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52061 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -9882687.000000 Penalty: 5406.781250
	Iteration 116Q: 3 clusters Score -9882687 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52154 members 
Mstep: Class 2 contains 2064 members 
Entering Unmasked Estep 
Score: -9882686.000000 Penalty: 5406.781250
	Iteration 117Q: 3 clusters Score -9882686 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52242 members 
Mstep: Class 2 contains 1976 members 
Entering Unmasked Estep 
Score: -9882705.000000 Penalty: 5406.781250
	Iteration 118Q: 3 clusters Score -9882705 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52321 members 
Mstep: Class 2 contains 1897 members 
Entering Unmasked Estep 
Score: -9882716.000000 Penalty: 5406.781250
	Iteration 119Q: 3 clusters Score -9882716 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52384 members 
Mstep: Class 2 contains 1834 members 
Entering Unmasked Estep 
Score: -9882709.000000 Penalty: 5406.781250
	Iteration 120F: 3 clusters Score -9882709 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52443 members 
Mstep: Class 2 contains 1775 members 
Entering Unmasked Estep 
Score: -9882730.000000 Penalty: 5406.781250
	Iteration 121Q: 3 clusters Score -9882730 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52488 members 
Mstep: Class 2 contains 1730 members 
Entering Unmasked Estep 
Score: -9882704.000000 Penalty: 5406.781250
	Iteration 122Q: 3 clusters Score -9882704 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52536 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -9882717.000000 Penalty: 5406.781250
	Iteration 123Q: 3 clusters Score -9882717 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52587 members 
Mstep: Class 2 contains 1631 members 
Entering Unmasked Estep 
Score: -9882737.000000 Penalty: 5406.781250
	Iteration 124Q: 3 clusters Score -9882737 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52629 members 
Mstep: Class 2 contains 1589 members 
Entering Unmasked Estep 
Score: -9882763.000000 Penalty: 5406.781250
	Iteration 125Q: 3 clusters Score -9882763 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52663 members 
Mstep: Class 2 contains 1555 members 
Entering Unmasked Estep 
Score: -9882754.000000 Penalty: 5406.781250
	Iteration 126Q: 3 clusters Score -9882754 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52696 members 
Mstep: Class 2 contains 1522 members 
Entering Unmasked Estep 
Score: -9882753.000000 Penalty: 5406.781250
	Iteration 127Q: 3 clusters Score -9882753 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52724 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -9882734.000000 Penalty: 5406.781250
	Iteration 128Q: 3 clusters Score -9882734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52746 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -9882755.000000 Penalty: 5406.781250
	Iteration 129Q: 3 clusters Score -9882755 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52763 members 
Mstep: Class 2 contains 1455 members 
Entering Unmasked Estep 
Score: -9882751.000000 Penalty: 5406.781250
	Iteration 130Q: 3 clusters Score -9882751 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52779 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -9882757.000000 Penalty: 5406.781250
	Iteration 131Q: 3 clusters Score -9882757 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52794 members 
Mstep: Class 2 contains 1424 members 
Entering Unmasked Estep 
Score: -9882764.000000 Penalty: 5406.781250
	Iteration 132Q: 3 clusters Score -9882764 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52810 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -9882775.000000 Penalty: 5406.781250
	Iteration 133Q: 3 clusters Score -9882775 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52826 members 
Mstep: Class 2 contains 1392 members 
Entering Unmasked Estep 
Score: -9882772.000000 Penalty: 5406.781250
	Iteration 134Q: 3 clusters Score -9882772 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52837 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -9882769.000000 Penalty: 5406.781250
	Iteration 135Q: 3 clusters Score -9882769 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52848 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -9882770.000000 Penalty: 5406.781250
	Iteration 136Q: 3 clusters Score -9882770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52858 members 
Mstep: Class 2 contains 1360 members 
Entering Unmasked Estep 
Score: -9882772.000000 Penalty: 5406.781250
	Iteration 137Q: 3 clusters Score -9882772 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52864 members 
Mstep: Class 2 contains 1354 members 
Entering Unmasked Estep 
Score: -9882777.000000 Penalty: 5406.781250
	Iteration 138Q: 3 clusters Score -9882777 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52870 members 
Mstep: Class 2 contains 1348 members 
Entering Unmasked Estep 
Score: -9882770.000000 Penalty: 5406.781250
	Iteration 139Q: 3 clusters Score -9882770 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52880 members 
Mstep: Class 2 contains 1338 members 
Entering Unmasked Estep 
Score: -9882780.000000 Penalty: 5406.781250
	Iteration 140F: 3 clusters Score -9882780 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52891 members 
Mstep: Class 2 contains 1327 members 
Entering Unmasked Estep 
Score: -9882768.000000 Penalty: 5406.781250
	Iteration 141Q: 3 clusters Score -9882768 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52899 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -9882770.000000 Penalty: 5406.781250
	Iteration 142Q: 3 clusters Score -9882770 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52910 members 
Mstep: Class 2 contains 1308 members 
Entering Unmasked Estep 
Score: -9882776.000000 Penalty: 5406.781250
	Iteration 143Q: 3 clusters Score -9882776 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52911 members 
Mstep: Class 2 contains 1307 members 
Entering Unmasked Estep 
Score: -9882772.000000 Penalty: 5406.781250
	Iteration 144Q: 3 clusters Score -9882772 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52912 members 
Mstep: Class 2 contains 1306 members 
Entering Unmasked Estep 
Score: -9882769.000000 Penalty: 5406.781250
	Iteration 145Q: 3 clusters Score -9882769 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52913 members 
Mstep: Class 2 contains 1305 members 
Entering Unmasked Estep 
Score: -9882771.000000 Penalty: 5406.781250
	Iteration 146Q: 3 clusters Score -9882771 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52915 members 
Mstep: Class 2 contains 1303 members 
Entering Unmasked Estep 
Score: -9882774.000000 Penalty: 5406.781250
	Iteration 147Q: 3 clusters Score -9882774 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9882768.000000 Penalty: 5406.781250
	Iteration 148Q: 3 clusters Score -9882768 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52916 members 
Mstep: Class 2 contains 1302 members 
Entering Unmasked Estep 
Score: -9882768.000000 Penalty: 5406.781250
	Iteration 149F: 3 clusters Score -9882768 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (45503 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 45503 members 
Entering Unmasked Estep 
Score: -8589583.000000 Penalty: 2659.932373
	Iteration 0F: 2 clusters Score -8589583 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22773 members 
Mstep: Class 2 contains 22730 members 
Entering Unmasked Estep 
Score: -8559915.000000 Penalty: 5319.864746
	Iteration 0F: 3 clusters Score -8559915 nChanged 20860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22927 members 
Mstep: Class 2 contains 22576 members 
Entering Unmasked Estep 
Score: -8571195.000000 Penalty: 5319.864746
	Iteration 1F: 3 clusters Score -8571195 nChanged 1897
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23146 members 
Mstep: Class 2 contains 22357 members 
Entering Unmasked Estep 
Score: -8571764.000000 Penalty: 5319.864746
	Iteration 2Q: 3 clusters Score -8571764 nChanged 1836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23484 members 
Mstep: Class 2 contains 22019 members 
Entering Unmasked Estep 
Score: -8572372.000000 Penalty: 5319.864746
	Iteration 3Q: 3 clusters Score -8572372 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23983 members 
Mstep: Class 2 contains 21520 members 
Entering Unmasked Estep 
Score: -8573124.000000 Penalty: 5319.864746
	Iteration 4Q: 3 clusters Score -8573124 nChanged 2107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24730 members 
Mstep: Class 2 contains 20773 members 
Entering Unmasked Estep 
Score: -8574084.000000 Penalty: 5319.864746
	Iteration 5Q: 3 clusters Score -8574084 nChanged 2330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25752 members 
Mstep: Class 2 contains 19751 members 
Entering Unmasked Estep 
Score: -8575395.000000 Penalty: 5319.864746
	Iteration 6F: 3 clusters Score -8575395 nChanged 2704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27116 members 
Mstep: Class 2 contains 18387 members 
Entering Unmasked Estep 
Score: -8577282.000000 Penalty: 5319.864746
	Iteration 7F: 3 clusters Score -8577282 nChanged 3025
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28707 members 
Mstep: Class 2 contains 16796 members 
Entering Unmasked Estep 
Score: -8579726.000000 Penalty: 5319.864746
	Iteration 8F: 3 clusters Score -8579726 nChanged 2928
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30175 members 
Mstep: Class 2 contains 15328 members 
Entering Unmasked Estep 
Score: -8582096.000000 Penalty: 5319.864746
	Iteration 9F: 3 clusters Score -8582096 nChanged 2233
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31262 members 
Mstep: Class 2 contains 14241 members 
Entering Unmasked Estep 
Score: -8583591.000000 Penalty: 5319.864746
	Iteration 10Q: 3 clusters Score -8583591 nChanged 1453
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32111 members 
Mstep: Class 2 contains 13392 members 
Entering Unmasked Estep 
Score: -8584336.000000 Penalty: 5319.864746
	Iteration 11Q: 3 clusters Score -8584336 nChanged 1008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32895 members 
Mstep: Class 2 contains 12608 members 
Entering Unmasked Estep 
Score: -8584783.000000 Penalty: 5319.864746
	Iteration 12Q: 3 clusters Score -8584783 nChanged 810
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33613 members 
Mstep: Class 2 contains 11890 members 
Entering Unmasked Estep 
Score: -8585170.000000 Penalty: 5319.864746
	Iteration 13Q: 3 clusters Score -8585170 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34286 members 
Mstep: Class 2 contains 11217 members 
Entering Unmasked Estep 
Score: -8585490.000000 Penalty: 5319.864746
	Iteration 14Q: 3 clusters Score -8585490 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34906 members 
Mstep: Class 2 contains 10597 members 
Entering Unmasked Estep 
Score: -8585718.000000 Penalty: 5319.864746
	Iteration 15Q: 3 clusters Score -8585718 nChanged 625
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35489 members 
Mstep: Class 2 contains 10014 members 
Entering Unmasked Estep 
Score: -8585958.000000 Penalty: 5319.864746
	Iteration 16Q: 3 clusters Score -8585958 nChanged 589
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36042 members 
Mstep: Class 2 contains 9461 members 
Entering Unmasked Estep 
Score: -8586210.000000 Penalty: 5319.864746
	Iteration 17Q: 3 clusters Score -8586210 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36565 members 
Mstep: Class 2 contains 8938 members 
Entering Unmasked Estep 
Score: -8586409.000000 Penalty: 5319.864746
	Iteration 18Q: 3 clusters Score -8586409 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37053 members 
Mstep: Class 2 contains 8450 members 
Entering Unmasked Estep 
Score: -8586585.000000 Penalty: 5319.864746
	Iteration 19Q: 3 clusters Score -8586585 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37486 members 
Mstep: Class 2 contains 8017 members 
Entering Unmasked Estep 
Score: -8586757.000000 Penalty: 5319.864746
	Iteration 20F: 3 clusters Score -8586757 nChanged 412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37878 members 
Mstep: Class 2 contains 7625 members 
Entering Unmasked Estep 
Score: -8586911.000000 Penalty: 5319.864746
	Iteration 21Q: 3 clusters Score -8586911 nChanged 398
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38266 members 
Mstep: Class 2 contains 7237 members 
Entering Unmasked Estep 
Score: -8587036.000000 Penalty: 5319.864746
	Iteration 22Q: 3 clusters Score -8587036 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38641 members 
Mstep: Class 2 contains 6862 members 
Entering Unmasked Estep 
Score: -8587139.000000 Penalty: 5319.864746
	Iteration 23Q: 3 clusters Score -8587139 nChanged 328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38961 members 
Mstep: Class 2 contains 6542 members 
Entering Unmasked Estep 
Score: -8587232.000000 Penalty: 5319.864746
	Iteration 24Q: 3 clusters Score -8587232 nChanged 295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39254 members 
Mstep: Class 2 contains 6249 members 
Entering Unmasked Estep 
Score: -8587263.000000 Penalty: 5319.864746
	Iteration 25Q: 3 clusters Score -8587263 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 5987 members 
Entering Unmasked Estep 
Score: -8587327.000000 Penalty: 5319.864746
	Iteration 26Q: 3 clusters Score -8587327 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39805 members 
Mstep: Class 2 contains 5698 members 
Entering Unmasked Estep 
Score: -8587368.000000 Penalty: 5319.864746
	Iteration 27Q: 3 clusters Score -8587368 nChanged 274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40079 members 
Mstep: Class 2 contains 5424 members 
Entering Unmasked Estep 
Score: -8587446.000000 Penalty: 5319.864746
	Iteration 28Q: 3 clusters Score -8587446 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40356 members 
Mstep: Class 2 contains 5147 members 
Entering Unmasked Estep 
Score: -8587482.000000 Penalty: 5319.864746
	Iteration 29Q: 3 clusters Score -8587482 nChanged 272
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40628 members 
Mstep: Class 2 contains 4875 members 
Entering Unmasked Estep 
Score: -8587485.000000 Penalty: 5319.864746
	Iteration 30Q: 3 clusters Score -8587485 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40927 members 
Mstep: Class 2 contains 4576 members 
Entering Unmasked Estep 
Score: -8587541.000000 Penalty: 5319.864746
	Iteration 31Q: 3 clusters Score -8587541 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41213 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -8587544.000000 Penalty: 5319.864746
	Iteration 32Q: 3 clusters Score -8587544 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41509 members 
Mstep: Class 2 contains 3994 members 
Entering Unmasked Estep 
Score: -8587620.000000 Penalty: 5319.864746
	Iteration 33Q: 3 clusters Score -8587620 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41787 members 
Mstep: Class 2 contains 3716 members 
Entering Unmasked Estep 
Score: -8587667.000000 Penalty: 5319.864746
	Iteration 34Q: 3 clusters Score -8587667 nChanged 249
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42036 members 
Mstep: Class 2 contains 3467 members 
Entering Unmasked Estep 
Score: -8587669.000000 Penalty: 5319.864746
	Iteration 35Q: 3 clusters Score -8587669 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42258 members 
Mstep: Class 2 contains 3245 members 
Entering Unmasked Estep 
Score: -8587691.000000 Penalty: 5319.864746
	Iteration 36Q: 3 clusters Score -8587691 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42447 members 
Mstep: Class 2 contains 3056 members 
Entering Unmasked Estep 
Score: -8587715.000000 Penalty: 5319.864746
	Iteration 37Q: 3 clusters Score -8587715 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42634 members 
Mstep: Class 2 contains 2869 members 
Entering Unmasked Estep 
Score: -8587794.000000 Penalty: 5319.864746
	Iteration 38Q: 3 clusters Score -8587794 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42803 members 
Mstep: Class 2 contains 2700 members 
Entering Unmasked Estep 
Score: -8587778.000000 Penalty: 5319.864746
	Iteration 39Q: 3 clusters Score -8587778 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42933 members 
Mstep: Class 2 contains 2570 members 
Entering Unmasked Estep 
Score: -8587792.000000 Penalty: 5319.864746
	Iteration 40F: 3 clusters Score -8587792 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43081 members 
Mstep: Class 2 contains 2422 members 
Entering Unmasked Estep 
Score: -8587818.000000 Penalty: 5319.864746
	Iteration 41Q: 3 clusters Score -8587818 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43231 members 
Mstep: Class 2 contains 2272 members 
Entering Unmasked Estep 
Score: -8587832.000000 Penalty: 5319.864746
	Iteration 42Q: 3 clusters Score -8587832 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43370 members 
Mstep: Class 2 contains 2133 members 
Entering Unmasked Estep 
Score: -8587837.000000 Penalty: 5319.864746
	Iteration 43Q: 3 clusters Score -8587837 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43493 members 
Mstep: Class 2 contains 2010 members 
Entering Unmasked Estep 
Score: -8587831.000000 Penalty: 5319.864746
	Iteration 44Q: 3 clusters Score -8587831 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43595 members 
Mstep: Class 2 contains 1908 members 
Entering Unmasked Estep 
Score: -8587825.000000 Penalty: 5319.864746
	Iteration 45Q: 3 clusters Score -8587825 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43679 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -8587809.000000 Penalty: 5319.864746
	Iteration 46Q: 3 clusters Score -8587809 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43755 members 
Mstep: Class 2 contains 1748 members 
Entering Unmasked Estep 
Score: -8587799.000000 Penalty: 5319.864746
	Iteration 47Q: 3 clusters Score -8587799 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43826 members 
Mstep: Class 2 contains 1677 members 
Entering Unmasked Estep 
Score: -8587804.000000 Penalty: 5319.864746
	Iteration 48Q: 3 clusters Score -8587804 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43866 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -8587793.000000 Penalty: 5319.864746
	Iteration 49Q: 3 clusters Score -8587793 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43911 members 
Mstep: Class 2 contains 1592 members 
Entering Unmasked Estep 
Score: -8587775.000000 Penalty: 5319.864746
	Iteration 50Q: 3 clusters Score -8587775 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43951 members 
Mstep: Class 2 contains 1552 members 
Entering Unmasked Estep 
Score: -8587765.000000 Penalty: 5319.864746
	Iteration 51Q: 3 clusters Score -8587765 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43977 members 
Mstep: Class 2 contains 1526 members 
Entering Unmasked Estep 
Score: -8587759.000000 Penalty: 5319.864746
	Iteration 52Q: 3 clusters Score -8587759 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43999 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -8587768.000000 Penalty: 5319.864746
	Iteration 53Q: 3 clusters Score -8587768 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44024 members 
Mstep: Class 2 contains 1479 members 
Entering Unmasked Estep 
Score: -8587761.000000 Penalty: 5319.864746
	Iteration 54Q: 3 clusters Score -8587761 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44051 members 
Mstep: Class 2 contains 1452 members 
Entering Unmasked Estep 
Score: -8587763.000000 Penalty: 5319.864746
	Iteration 55Q: 3 clusters Score -8587763 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44077 members 
Mstep: Class 2 contains 1426 members 
Entering Unmasked Estep 
Score: -8587761.000000 Penalty: 5319.864746
	Iteration 56Q: 3 clusters Score -8587761 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44098 members 
Mstep: Class 2 contains 1405 members 
Entering Unmasked Estep 
Score: -8587749.000000 Penalty: 5319.864746
	Iteration 57Q: 3 clusters Score -8587749 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44119 members 
Mstep: Class 2 contains 1384 members 
Entering Unmasked Estep 
Score: -8587738.000000 Penalty: 5319.864746
	Iteration 58Q: 3 clusters Score -8587738 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44131 members 
Mstep: Class 2 contains 1372 members 
Entering Unmasked Estep 
Score: -8587738.000000 Penalty: 5319.864746
	Iteration 59Q: 3 clusters Score -8587738 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44139 members 
Mstep: Class 2 contains 1364 members 
Entering Unmasked Estep 
Score: -8587741.000000 Penalty: 5319.864746
	Iteration 60F: 3 clusters Score -8587741 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44150 members 
Mstep: Class 2 contains 1353 members 
Entering Unmasked Estep 
Score: -8587736.000000 Penalty: 5319.864746
	Iteration 61Q: 3 clusters Score -8587736 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44163 members 
Mstep: Class 2 contains 1340 members 
Entering Unmasked Estep 
Score: -8587731.000000 Penalty: 5319.864746
	Iteration 62Q: 3 clusters Score -8587731 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44172 members 
Mstep: Class 2 contains 1331 members 
Entering Unmasked Estep 
Score: -8587731.000000 Penalty: 5319.864746
	Iteration 63Q: 3 clusters Score -8587731 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44185 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -8587735.000000 Penalty: 5319.864746
	Iteration 64Q: 3 clusters Score -8587735 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44207 members 
Mstep: Class 2 contains 1296 members 
Entering Unmasked Estep 
Score: -8587730.000000 Penalty: 5319.864746
	Iteration 65Q: 3 clusters Score -8587730 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44224 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -8587730.000000 Penalty: 5319.864746
	Iteration 66Q: 3 clusters Score -8587730 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44239 members 
Mstep: Class 2 contains 1264 members 
Entering Unmasked Estep 
Score: -8587734.000000 Penalty: 5319.864746
	Iteration 67Q: 3 clusters Score -8587734 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44254 members 
Mstep: Class 2 contains 1249 members 
Entering Unmasked Estep 
Score: -8587737.000000 Penalty: 5319.864746
	Iteration 68Q: 3 clusters Score -8587737 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44272 members 
Mstep: Class 2 contains 1231 members 
Entering Unmasked Estep 
Score: -8587734.000000 Penalty: 5319.864746
	Iteration 69Q: 3 clusters Score -8587734 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44290 members 
Mstep: Class 2 contains 1213 members 
Entering Unmasked Estep 
Score: -8587743.000000 Penalty: 5319.864746
	Iteration 70Q: 3 clusters Score -8587743 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44307 members 
Mstep: Class 2 contains 1196 members 
Entering Unmasked Estep 
Score: -8587744.000000 Penalty: 5319.864746
	Iteration 71Q: 3 clusters Score -8587744 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44321 members 
Mstep: Class 2 contains 1182 members 
Entering Unmasked Estep 
Score: -8587754.000000 Penalty: 5319.864746
	Iteration 72Q: 3 clusters Score -8587754 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44328 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -8587749.000000 Penalty: 5319.864746
	Iteration 73Q: 3 clusters Score -8587749 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44338 members 
Mstep: Class 2 contains 1165 members 
Entering Unmasked Estep 
Score: -8587744.000000 Penalty: 5319.864746
	Iteration 74Q: 3 clusters Score -8587744 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44345 members 
Mstep: Class 2 contains 1158 members 
Entering Unmasked Estep 
Score: -8587752.000000 Penalty: 5319.864746
	Iteration 75Q: 3 clusters Score -8587752 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44349 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -8587747.000000 Penalty: 5319.864746
	Iteration 76Q: 3 clusters Score -8587747 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44352 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -8587745.000000 Penalty: 5319.864746
	Iteration 77Q: 3 clusters Score -8587745 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44355 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -8587741.000000 Penalty: 5319.864746
	Iteration 78Q: 3 clusters Score -8587741 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8587741.000000 Penalty: 5319.864746
	Iteration 79Q: 3 clusters Score -8587741 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 44356 members 
Mstep: Class 2 contains 1147 members 
Entering Unmasked Estep 
Score: -8587741.000000 Penalty: 5319.864746
	Iteration 80F: 3 clusters Score -8587741 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3971 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3971 members 
Entering Unmasked Estep 
Score: -744242.937500 Penalty: 2055.119873
	Iteration 0F: 2 clusters Score -744242.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1962 members 
Mstep: Class 2 contains 2009 members 
Entering Unmasked Estep 
Score: -740394.125000 Penalty: 4110.239746
	Iteration 0F: 3 clusters Score -740394.1 nChanged 1467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1979 members 
Mstep: Class 2 contains 1992 members 
Entering Unmasked Estep 
Score: -741196.125000 Penalty: 4110.239746
	Iteration 1F: 3 clusters Score -741196.1 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2014 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -741386.187500 Penalty: 4110.239746
	Iteration 2F: 3 clusters Score -741386.2 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2081 members 
Mstep: Class 2 contains 1890 members 
Entering Unmasked Estep 
Score: -741489.687500 Penalty: 4110.239746
	Iteration 3Q: 3 clusters Score -741489.7 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2143 members 
Mstep: Class 2 contains 1828 members 
Entering Unmasked Estep 
Score: -741558.750000 Penalty: 4110.239746
	Iteration 4Q: 3 clusters Score -741558.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2211 members 
Mstep: Class 2 contains 1760 members 
Entering Unmasked Estep 
Score: -741612.375000 Penalty: 4110.239746
	Iteration 5Q: 3 clusters Score -741612.4 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2281 members 
Mstep: Class 2 contains 1690 members 
Entering Unmasked Estep 
Score: -741652.437500 Penalty: 4110.239746
	Iteration 6Q: 3 clusters Score -741652.4 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2334 members 
Mstep: Class 2 contains 1637 members 
Entering Unmasked Estep 
Score: -741699.812500 Penalty: 4110.239746
	Iteration 7Q: 3 clusters Score -741699.8 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2389 members 
Mstep: Class 2 contains 1582 members 
Entering Unmasked Estep 
Score: -741740.062500 Penalty: 4110.239746
	Iteration 8Q: 3 clusters Score -741740.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2426 members 
Mstep: Class 2 contains 1545 members 
Entering Unmasked Estep 
Score: -741777.937500 Penalty: 4110.239746
	Iteration 9Q: 3 clusters Score -741777.9 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2478 members 
Mstep: Class 2 contains 1493 members 
Entering Unmasked Estep 
Score: -741815.562500 Penalty: 4110.239746
	Iteration 10Q: 3 clusters Score -741815.6 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 1435 members 
Entering Unmasked Estep 
Score: -741858.312500 Penalty: 4110.239746
	Iteration 11Q: 3 clusters Score -741858.3 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2597 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -741898.062500 Penalty: 4110.239746
	Iteration 12Q: 3 clusters Score -741898.1 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 1318 members 
Entering Unmasked Estep 
Score: -741945.000000 Penalty: 4110.239746
	Iteration 13Q: 3 clusters Score -741945 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2704 members 
Mstep: Class 2 contains 1267 members 
Entering Unmasked Estep 
Score: -741990.625000 Penalty: 4110.239746
	Iteration 14Q: 3 clusters Score -741990.6 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2765 members 
Mstep: Class 2 contains 1206 members 
Entering Unmasked Estep 
Score: -742039.750000 Penalty: 4110.239746
	Iteration 15Q: 3 clusters Score -742039.8 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2823 members 
Mstep: Class 2 contains 1148 members 
Entering Unmasked Estep 
Score: -742080.000000 Penalty: 4110.239746
	Iteration 16Q: 3 clusters Score -742080 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2880 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -742131.000000 Penalty: 4110.239746
	Iteration 17Q: 3 clusters Score -742131 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2936 members 
Mstep: Class 2 contains 1035 members 
Entering Unmasked Estep 
Score: -742186.500000 Penalty: 4110.239746
	Iteration 18Q: 3 clusters Score -742186.5 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2996 members 
Mstep: Class 2 contains 975 members 
Entering Unmasked Estep 
Score: -742236.875000 Penalty: 4110.239746
	Iteration 19Q: 3 clusters Score -742236.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3048 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -742275.187500 Penalty: 4110.239746
	Iteration 20F: 3 clusters Score -742275.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 895 members 
Entering Unmasked Estep 
Score: -742298.000000 Penalty: 4110.239746
	Iteration 21Q: 3 clusters Score -742298 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3104 members 
Mstep: Class 2 contains 867 members 
Entering Unmasked Estep 
Score: -742313.562500 Penalty: 4110.239746
	Iteration 22Q: 3 clusters Score -742313.6 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3136 members 
Mstep: Class 2 contains 835 members 
Entering Unmasked Estep 
Score: -742334.812500 Penalty: 4110.239746
	Iteration 23Q: 3 clusters Score -742334.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -742356.250000 Penalty: 4110.239746
	Iteration 24Q: 3 clusters Score -742356.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3204 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -742382.687500 Penalty: 4110.239746
	Iteration 25Q: 3 clusters Score -742382.7 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3243 members 
Mstep: Class 2 contains 728 members 
Entering Unmasked Estep 
Score: -742407.812500 Penalty: 4110.239746
	Iteration 26Q: 3 clusters Score -742407.8 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3271 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -742428.062500 Penalty: 4110.239746
	Iteration 27Q: 3 clusters Score -742428.1 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 668 members 
Entering Unmasked Estep 
Score: -742447.312500 Penalty: 4110.239746
	Iteration 28Q: 3 clusters Score -742447.3 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3322 members 
Mstep: Class 2 contains 649 members 
Entering Unmasked Estep 
Score: -742461.750000 Penalty: 4110.239746
	Iteration 29Q: 3 clusters Score -742461.8 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3337 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -742471.250000 Penalty: 4110.239746
	Iteration 30Q: 3 clusters Score -742471.2 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3349 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -742478.125000 Penalty: 4110.239746
	Iteration 31Q: 3 clusters Score -742478.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3358 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -742483.312500 Penalty: 4110.239746
	Iteration 32Q: 3 clusters Score -742483.3 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3364 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -742487.812500 Penalty: 4110.239746
	Iteration 33Q: 3 clusters Score -742487.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3368 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -742489.375000 Penalty: 4110.239746
	Iteration 34Q: 3 clusters Score -742489.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3370 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -742490.437500 Penalty: 4110.239746
	Iteration 35Q: 3 clusters Score -742490.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3372 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -742492.187500 Penalty: 4110.239746
	Iteration 36Q: 3 clusters Score -742492.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3375 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -742494.375000 Penalty: 4110.239746
	Iteration 37Q: 3 clusters Score -742494.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -742494.875000 Penalty: 4110.239746
	Iteration 38Q: 3 clusters Score -742494.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3376 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -742494.062500 Penalty: 4110.239746
	Iteration 39Q: 3 clusters Score -742494.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -742494.312500 Penalty: 4110.239746
	Iteration 40F: 3 clusters Score -742494.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3378 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -742495.687500 Penalty: 4110.239746
	Iteration 41Q: 3 clusters Score -742495.7 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -742496.750000 Penalty: 4110.239746
	Iteration 42Q: 3 clusters Score -742496.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3380 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -742498.187500 Penalty: 4110.239746
	Iteration 43Q: 3 clusters Score -742498.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -742497.500000 Penalty: 4110.239746
	Iteration 44Q: 3 clusters Score -742497.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -742497.500000 Penalty: 4110.239746
	Iteration 45F: 3 clusters Score -742497.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (8765 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8765 members 
Entering Unmasked Estep 
Score: -1708181.375000 Penalty: 2251.473389
	Iteration 0F: 2 clusters Score -1708181 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4399 members 
Mstep: Class 2 contains 4366 members 
Entering Unmasked Estep 
Score: -1701336.875000 Penalty: 4502.946777
	Iteration 0F: 3 clusters Score -1701337 nChanged 3557
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4416 members 
Mstep: Class 2 contains 4349 members 
Entering Unmasked Estep 
Score: -1703166.500000 Penalty: 4502.946777
	Iteration 1F: 3 clusters Score -1703166 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4435 members 
Mstep: Class 2 contains 4330 members 
Entering Unmasked Estep 
Score: -1703422.500000 Penalty: 4502.946777
	Iteration 2F: 3 clusters Score -1703422 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4473 members 
Mstep: Class 2 contains 4292 members 
Entering Unmasked Estep 
Score: -1703597.875000 Penalty: 4502.946777
	Iteration 3Q: 3 clusters Score -1703598 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4497 members 
Mstep: Class 2 contains 4268 members 
Entering Unmasked Estep 
Score: -1703742.875000 Penalty: 4502.946777
	Iteration 4Q: 3 clusters Score -1703743 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4526 members 
Mstep: Class 2 contains 4239 members 
Entering Unmasked Estep 
Score: -1703861.750000 Penalty: 4502.946777
	Iteration 5Q: 3 clusters Score -1703862 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4576 members 
Mstep: Class 2 contains 4189 members 
Entering Unmasked Estep 
Score: -1703977.125000 Penalty: 4502.946777
	Iteration 6Q: 3 clusters Score -1703977 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4647 members 
Mstep: Class 2 contains 4118 members 
Entering Unmasked Estep 
Score: -1704068.125000 Penalty: 4502.946777
	Iteration 7Q: 3 clusters Score -1704068 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4731 members 
Mstep: Class 2 contains 4034 members 
Entering Unmasked Estep 
Score: -1704155.000000 Penalty: 4502.946777
	Iteration 8Q: 3 clusters Score -1704155 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4817 members 
Mstep: Class 2 contains 3948 members 
Entering Unmasked Estep 
Score: -1704252.500000 Penalty: 4502.946777
	Iteration 9Q: 3 clusters Score -1704252 nChanged 213
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4912 members 
Mstep: Class 2 contains 3853 members 
Entering Unmasked Estep 
Score: -1704333.125000 Penalty: 4502.946777
	Iteration 10Q: 3 clusters Score -1704333 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5023 members 
Mstep: Class 2 contains 3742 members 
Entering Unmasked Estep 
Score: -1704403.750000 Penalty: 4502.946777
	Iteration 11Q: 3 clusters Score -1704404 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5143 members 
Mstep: Class 2 contains 3622 members 
Entering Unmasked Estep 
Score: -1704472.750000 Penalty: 4502.946777
	Iteration 12Q: 3 clusters Score -1704473 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5292 members 
Mstep: Class 2 contains 3473 members 
Entering Unmasked Estep 
Score: -1704546.250000 Penalty: 4502.946777
	Iteration 13Q: 3 clusters Score -1704546 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5437 members 
Mstep: Class 2 contains 3328 members 
Entering Unmasked Estep 
Score: -1704613.000000 Penalty: 4502.946777
	Iteration 14Q: 3 clusters Score -1704613 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5559 members 
Mstep: Class 2 contains 3206 members 
Entering Unmasked Estep 
Score: -1704672.375000 Penalty: 4502.946777
	Iteration 15Q: 3 clusters Score -1704672 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5711 members 
Mstep: Class 2 contains 3054 members 
Entering Unmasked Estep 
Score: -1704739.625000 Penalty: 4502.946777
	Iteration 16Q: 3 clusters Score -1704740 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5887 members 
Mstep: Class 2 contains 2878 members 
Entering Unmasked Estep 
Score: -1704823.125000 Penalty: 4502.946777
	Iteration 17Q: 3 clusters Score -1704823 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6067 members 
Mstep: Class 2 contains 2698 members 
Entering Unmasked Estep 
Score: -1704911.750000 Penalty: 4502.946777
	Iteration 18Q: 3 clusters Score -1704912 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6260 members 
Mstep: Class 2 contains 2505 members 
Entering Unmasked Estep 
Score: -1705007.500000 Penalty: 4502.946777
	Iteration 19Q: 3 clusters Score -1705008 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6472 members 
Mstep: Class 2 contains 2293 members 
Entering Unmasked Estep 
Score: -1705121.750000 Penalty: 4502.946777
	Iteration 20F: 3 clusters Score -1705122 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6707 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -1705268.750000 Penalty: 4502.946777
	Iteration 21Q: 3 clusters Score -1705269 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 1824 members 
Entering Unmasked Estep 
Score: -1705418.250000 Penalty: 4502.946777
	Iteration 22Q: 3 clusters Score -1705418 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7188 members 
Mstep: Class 2 contains 1577 members 
Entering Unmasked Estep 
Score: -1705588.750000 Penalty: 4502.946777
	Iteration 23Q: 3 clusters Score -1705589 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7388 members 
Mstep: Class 2 contains 1377 members 
Entering Unmasked Estep 
Score: -1705738.250000 Penalty: 4502.946777
	Iteration 24Q: 3 clusters Score -1705738 nChanged 181
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7567 members 
Mstep: Class 2 contains 1198 members 
Entering Unmasked Estep 
Score: -1705883.250000 Penalty: 4502.946777
	Iteration 25Q: 3 clusters Score -1705883 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7683 members 
Mstep: Class 2 contains 1082 members 
Entering Unmasked Estep 
Score: -1705980.250000 Penalty: 4502.946777
	Iteration 26Q: 3 clusters Score -1705980 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7800 members 
Mstep: Class 2 contains 965 members 
Entering Unmasked Estep 
Score: -1706081.125000 Penalty: 4502.946777
	Iteration 27Q: 3 clusters Score -1706081 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7901 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -1706162.750000 Penalty: 4502.946777
	Iteration 28Q: 3 clusters Score -1706163 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7972 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -1706217.000000 Penalty: 4502.946777
	Iteration 29Q: 3 clusters Score -1706217 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8020 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -1706259.375000 Penalty: 4502.946777
	Iteration 30Q: 3 clusters Score -1706259 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8063 members 
Mstep: Class 2 contains 702 members 
Entering Unmasked Estep 
Score: -1706299.125000 Penalty: 4502.946777
	Iteration 31Q: 3 clusters Score -1706299 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8091 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -1706330.000000 Penalty: 4502.946777
	Iteration 32Q: 3 clusters Score -1706330 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8125 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -1706361.125000 Penalty: 4502.946777
	Iteration 33Q: 3 clusters Score -1706361 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8153 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -1706395.500000 Penalty: 4502.946777
	Iteration 34Q: 3 clusters Score -1706396 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8192 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -1706442.875000 Penalty: 4502.946777
	Iteration 35Q: 3 clusters Score -1706443 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8213 members 
Mstep: Class 2 contains 552 members 
Entering Unmasked Estep 
Score: -1706469.625000 Penalty: 4502.946777
	Iteration 36Q: 3 clusters Score -1706470 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8225 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1706480.125000 Penalty: 4502.946777
	Iteration 37Q: 3 clusters Score -1706480 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8231 members 
Mstep: Class 2 contains 534 members 
Entering Unmasked Estep 
Score: -1706487.875000 Penalty: 4502.946777
	Iteration 38Q: 3 clusters Score -1706488 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8237 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1706491.875000 Penalty: 4502.946777
	Iteration 39Q: 3 clusters Score -1706492 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8243 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1706496.125000 Penalty: 4502.946777
	Iteration 40F: 3 clusters Score -1706496 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8244 members 
Mstep: Class 2 contains 521 members 
Entering Unmasked Estep 
Score: -1706496.750000 Penalty: 4502.946777
	Iteration 41Q: 3 clusters Score -1706497 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1706495.625000 Penalty: 4502.946777
	Iteration 42Q: 3 clusters Score -1706496 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8246 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1706495.625000 Penalty: 4502.946777
	Iteration 43F: 3 clusters Score -1706496 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (55134 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55134 members 
Entering Unmasked Estep 
Score: -9992920.000000 Penalty: 2707.545410
	Iteration 0F: 2 clusters Score -9992920 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27467 members 
Mstep: Class 2 contains 27667 members 
Entering Unmasked Estep 
Score: -9956137.000000 Penalty: 5415.090820
	Iteration 0F: 3 clusters Score -9956137 nChanged 25751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26384 members 
Mstep: Class 2 contains 28750 members 
Entering Unmasked Estep 
Score: -9970333.000000 Penalty: 5415.090820
	Iteration 1F: 3 clusters Score -9970333 nChanged 2208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25596 members 
Mstep: Class 2 contains 29538 members 
Entering Unmasked Estep 
Score: -9970935.000000 Penalty: 5415.090820
	Iteration 2Q: 3 clusters Score -9970935 nChanged 2075
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24467 members 
Mstep: Class 2 contains 30667 members 
Entering Unmasked Estep 
Score: -9971538.000000 Penalty: 5415.090820
	Iteration 3Q: 3 clusters Score -9971538 nChanged 2197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22840 members 
Mstep: Class 2 contains 32294 members 
Entering Unmasked Estep 
Score: -9972261.000000 Penalty: 5415.090820
	Iteration 4Q: 3 clusters Score -9972261 nChanged 2521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20623 members 
Mstep: Class 2 contains 34511 members 
Entering Unmasked Estep 
Score: -9973417.000000 Penalty: 5415.090820
	Iteration 5Q: 3 clusters Score -9973417 nChanged 3236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17529 members 
Mstep: Class 2 contains 37605 members 
Entering Unmasked Estep 
Score: -9975278.000000 Penalty: 5415.090820
	Iteration 6F: 3 clusters Score -9975278 nChanged 4067
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13532 members 
Mstep: Class 2 contains 41602 members 
Entering Unmasked Estep 
Score: -9978089.000000 Penalty: 5415.090820
	Iteration 7F: 3 clusters Score -9978089 nChanged 4494
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 46072 members 
Entering Unmasked Estep 
Score: -9982025.000000 Penalty: 5415.090820
	Iteration 8F: 3 clusters Score -9982025 nChanged 4107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4963 members 
Mstep: Class 2 contains 50171 members 
Entering Unmasked Estep 
Score: -9985913.000000 Penalty: 5415.090820
	Iteration 9F: 3 clusters Score -9985913 nChanged 2746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2219 members 
Mstep: Class 2 contains 52915 members 
Entering Unmasked Estep 
Score: -9988571.000000 Penalty: 5415.090820
	Iteration 10Q: 3 clusters Score -9988571 nChanged 1259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 54170 members 
Entering Unmasked Estep 
Score: -9989677.000000 Penalty: 5415.090820
	Iteration 11Q: 3 clusters Score -9989677 nChanged 449
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 517 members 
Mstep: Class 2 contains 54617 members 
Entering Unmasked Estep 
Score: -9990140.000000 Penalty: 5415.090820
	Iteration 12Q: 3 clusters Score -9990140 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 54770 members 
Entering Unmasked Estep 
Score: -9990307.000000 Penalty: 5415.090820
	Iteration 13Q: 3 clusters Score -9990307 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 54832 members 
Entering Unmasked Estep 
Score: -9990405.000000 Penalty: 5415.090820
	Iteration 14Q: 3 clusters Score -9990405 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 281 members 
Mstep: Class 2 contains 54853 members 
Entering Unmasked Estep 
Score: -9990472.000000 Penalty: 5415.090820
	Iteration 15Q: 3 clusters Score -9990472 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 265 members 
Mstep: Class 2 contains 54869 members 
Entering Unmasked Estep 
Score: -9990495.000000 Penalty: 5415.090820
	Iteration 16Q: 3 clusters Score -9990495 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 259 members 
Mstep: Class 2 contains 54875 members 
Entering Unmasked Estep 
Score: -9990519.000000 Penalty: 5415.090820
	Iteration 17Q: 3 clusters Score -9990519 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 54876 members 
Entering Unmasked Estep 
Score: -9990543.000000 Penalty: 5415.090820
	Iteration 18Q: 3 clusters Score -9990543 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 253 members 
Mstep: Class 2 contains 54881 members 
Entering Unmasked Estep 
Score: -9990559.000000 Penalty: 5415.090820
	Iteration 19Q: 3 clusters Score -9990559 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 250 members 
Mstep: Class 2 contains 54884 members 
Entering Unmasked Estep 
Score: -9990550.000000 Penalty: 5415.090820
	Iteration 20F: 3 clusters Score -9990550 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 248 members 
Mstep: Class 2 contains 54886 members 
Entering Unmasked Estep 
Score: -9990566.000000 Penalty: 5415.090820
	Iteration 21Q: 3 clusters Score -9990566 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -9990567.000000 Penalty: 5415.090820
	Iteration 22Q: 3 clusters Score -9990567 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 246 members 
Mstep: Class 2 contains 54888 members 
Entering Unmasked Estep 
Score: -9990563.000000 Penalty: 5415.090820
	Iteration 23Q: 3 clusters Score -9990563 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 245 members 
Mstep: Class 2 contains 54889 members 
Entering Unmasked Estep 
Score: -9990566.000000 Penalty: 5415.090820
	Iteration 24Q: 3 clusters Score -9990566 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 244 members 
Mstep: Class 2 contains 54890 members 
Entering Unmasked Estep 
Score: -9990562.000000 Penalty: 5415.090820
	Iteration 25Q: 3 clusters Score -9990562 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -9990565.000000 Penalty: 5415.090820
	Iteration 26Q: 3 clusters Score -9990565 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 243 members 
Mstep: Class 2 contains 54891 members 
Entering Unmasked Estep 
Score: -9990565.000000 Penalty: 5415.090820
	Iteration 27F: 3 clusters Score -9990565 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (26392 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26392 members 
Entering Unmasked Estep 
Score: -5228539.000000 Penalty: 2524.842529
	Iteration 0F: 2 clusters Score -5228539 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 13296 members 
Entering Unmasked Estep 
Score: -5210785.000000 Penalty: 5049.685059
	Iteration 0F: 3 clusters Score -5210785 nChanged 11752
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12464 members 
Mstep: Class 2 contains 13928 members 
Entering Unmasked Estep 
Score: -5217331.500000 Penalty: 5049.685059
	Iteration 1F: 3 clusters Score -5217332 nChanged 1227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12131 members 
Mstep: Class 2 contains 14261 members 
Entering Unmasked Estep 
Score: -5217708.000000 Penalty: 5049.685059
	Iteration 2Q: 3 clusters Score -5217708 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11719 members 
Mstep: Class 2 contains 14673 members 
Entering Unmasked Estep 
Score: -5217994.000000 Penalty: 5049.685059
	Iteration 3Q: 3 clusters Score -5217994 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11176 members 
Mstep: Class 2 contains 15216 members 
Entering Unmasked Estep 
Score: -5218334.500000 Penalty: 5049.685059
	Iteration 4Q: 3 clusters Score -5218334 nChanged 983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10443 members 
Mstep: Class 2 contains 15949 members 
Entering Unmasked Estep 
Score: -5218720.500000 Penalty: 5049.685059
	Iteration 5Q: 3 clusters Score -5218720 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9541 members 
Mstep: Class 2 contains 16851 members 
Entering Unmasked Estep 
Score: -5219196.000000 Penalty: 5049.685059
	Iteration 6Q: 3 clusters Score -5219196 nChanged 1214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8431 members 
Mstep: Class 2 contains 17961 members 
Entering Unmasked Estep 
Score: -5219877.500000 Penalty: 5049.685059
	Iteration 7Q: 3 clusters Score -5219878 nChanged 1383
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7092 members 
Mstep: Class 2 contains 19300 members 
Entering Unmasked Estep 
Score: -5220862.500000 Penalty: 5049.685059
	Iteration 8F: 3 clusters Score -5220862 nChanged 1555
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5573 members 
Mstep: Class 2 contains 20819 members 
Entering Unmasked Estep 
Score: -5222040.000000 Penalty: 5049.685059
	Iteration 9F: 3 clusters Score -5222040 nChanged 1455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4162 members 
Mstep: Class 2 contains 22230 members 
Entering Unmasked Estep 
Score: -5223269.500000 Penalty: 5049.685059
	Iteration 10F: 3 clusters Score -5223270 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2984 members 
Mstep: Class 2 contains 23408 members 
Entering Unmasked Estep 
Score: -5224252.000000 Penalty: 5049.685059
	Iteration 11Q: 3 clusters Score -5224252 nChanged 896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2100 members 
Mstep: Class 2 contains 24292 members 
Entering Unmasked Estep 
Score: -5224977.000000 Penalty: 5049.685059
	Iteration 12Q: 3 clusters Score -5224977 nChanged 595
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1521 members 
Mstep: Class 2 contains 24871 members 
Entering Unmasked Estep 
Score: -5225452.500000 Penalty: 5049.685059
	Iteration 13Q: 3 clusters Score -5225452 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1152 members 
Mstep: Class 2 contains 25240 members 
Entering Unmasked Estep 
Score: -5225700.000000 Penalty: 5049.685059
	Iteration 14Q: 3 clusters Score -5225700 nChanged 259
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 25483 members 
Entering Unmasked Estep 
Score: -5225904.500000 Penalty: 5049.685059
	Iteration 15Q: 3 clusters Score -5225904 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 748 members 
Mstep: Class 2 contains 25644 members 
Entering Unmasked Estep 
Score: -5226024.000000 Penalty: 5049.685059
	Iteration 16Q: 3 clusters Score -5226024 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 25745 members 
Entering Unmasked Estep 
Score: -5226109.000000 Penalty: 5049.685059
	Iteration 17Q: 3 clusters Score -5226109 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 573 members 
Mstep: Class 2 contains 25819 members 
Entering Unmasked Estep 
Score: -5226177.000000 Penalty: 5049.685059
	Iteration 18Q: 3 clusters Score -5226177 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 25871 members 
Entering Unmasked Estep 
Score: -5226211.500000 Penalty: 5049.685059
	Iteration 19Q: 3 clusters Score -5226212 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 490 members 
Mstep: Class 2 contains 25902 members 
Entering Unmasked Estep 
Score: -5226225.000000 Penalty: 5049.685059
	Iteration 20F: 3 clusters Score -5226225 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 454 members 
Mstep: Class 2 contains 25938 members 
Entering Unmasked Estep 
Score: -5226272.000000 Penalty: 5049.685059
	Iteration 21Q: 3 clusters Score -5226272 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 25960 members 
Entering Unmasked Estep 
Score: -5226291.500000 Penalty: 5049.685059
	Iteration 22Q: 3 clusters Score -5226292 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 417 members 
Mstep: Class 2 contains 25975 members 
Entering Unmasked Estep 
Score: -5226300.000000 Penalty: 5049.685059
	Iteration 23Q: 3 clusters Score -5226300 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 25983 members 
Entering Unmasked Estep 
Score: -5226306.000000 Penalty: 5049.685059
	Iteration 24Q: 3 clusters Score -5226306 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 25987 members 
Entering Unmasked Estep 
Score: -5226316.000000 Penalty: 5049.685059
	Iteration 25Q: 3 clusters Score -5226316 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 25991 members 
Entering Unmasked Estep 
Score: -5226318.500000 Penalty: 5049.685059
	Iteration 26Q: 3 clusters Score -5226318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 397 members 
Mstep: Class 2 contains 25995 members 
Entering Unmasked Estep 
Score: -5226324.500000 Penalty: 5049.685059
	Iteration 27Q: 3 clusters Score -5226324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 394 members 
Mstep: Class 2 contains 25998 members 
Entering Unmasked Estep 
Score: -5226329.500000 Penalty: 5049.685059
	Iteration 28Q: 3 clusters Score -5226330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 25999 members 
Entering Unmasked Estep 
Score: -5226331.000000 Penalty: 5049.685059
	Iteration 29Q: 3 clusters Score -5226331 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 389 members 
Mstep: Class 2 contains 26003 members 
Entering Unmasked Estep 
Score: -5226332.000000 Penalty: 5049.685059
	Iteration 30Q: 3 clusters Score -5226332 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 388 members 
Mstep: Class 2 contains 26004 members 
Entering Unmasked Estep 
Score: -5226334.000000 Penalty: 5049.685059
	Iteration 31Q: 3 clusters Score -5226334 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 26005 members 
Entering Unmasked Estep 
Score: -5226335.000000 Penalty: 5049.685059
	Iteration 32Q: 3 clusters Score -5226335 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 386 members 
Mstep: Class 2 contains 26006 members 
Entering Unmasked Estep 
Score: -5226338.000000 Penalty: 5049.685059
	Iteration 33Q: 3 clusters Score -5226338 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -5226334.500000 Penalty: 5049.685059
	Iteration 34Q: 3 clusters Score -5226334 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -5226336.500000 Penalty: 5049.685059
	Iteration 35Q: 3 clusters Score -5226336 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 385 members 
Mstep: Class 2 contains 26007 members 
Entering Unmasked Estep 
Score: -5226336.500000 Penalty: 5049.685059
	Iteration 36F: 3 clusters Score -5226336 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42388 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42388 members 
Entering Unmasked Estep 
Score: -8120200.500000 Penalty: 2642.345703
	Iteration 0F: 2 clusters Score -8120200 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21169 members 
Mstep: Class 2 contains 21219 members 
Entering Unmasked Estep 
Score: -8094444.000000 Penalty: 5284.691406
	Iteration 0F: 3 clusters Score -8094444 nChanged 19263
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21004 members 
Mstep: Class 2 contains 21384 members 
Entering Unmasked Estep 
Score: -8104822.500000 Penalty: 5284.691406
	Iteration 1F: 3 clusters Score -8104822 nChanged 1642
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20926 members 
Mstep: Class 2 contains 21462 members 
Entering Unmasked Estep 
Score: -8105231.500000 Penalty: 5284.691406
	Iteration 2Q: 3 clusters Score -8105232 nChanged 1533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20829 members 
Mstep: Class 2 contains 21559 members 
Entering Unmasked Estep 
Score: -8105655.000000 Penalty: 5284.691406
	Iteration 3Q: 3 clusters Score -8105655 nChanged 1412
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 21687 members 
Entering Unmasked Estep 
Score: -8105931.500000 Penalty: 5284.691406
	Iteration 4Q: 3 clusters Score -8105932 nChanged 1304
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20533 members 
Mstep: Class 2 contains 21855 members 
Entering Unmasked Estep 
Score: -8106273.000000 Penalty: 5284.691406
	Iteration 5Q: 3 clusters Score -8106273 nChanged 1239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20272 members 
Mstep: Class 2 contains 22116 members 
Entering Unmasked Estep 
Score: -8106524.500000 Penalty: 5284.691406
	Iteration 6Q: 3 clusters Score -8106524 nChanged 1201
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19937 members 
Mstep: Class 2 contains 22451 members 
Entering Unmasked Estep 
Score: -8106831.000000 Penalty: 5284.691406
	Iteration 7Q: 3 clusters Score -8106831 nChanged 1240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 22881 members 
Entering Unmasked Estep 
Score: -8107173.500000 Penalty: 5284.691406
	Iteration 8Q: 3 clusters Score -8107174 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18943 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -8107577.000000 Penalty: 5284.691406
	Iteration 9Q: 3 clusters Score -8107577 nChanged 1433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18246 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -8108096.000000 Penalty: 5284.691406
	Iteration 10Q: 3 clusters Score -8108096 nChanged 1554
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17436 members 
Mstep: Class 2 contains 24952 members 
Entering Unmasked Estep 
Score: -8108751.000000 Penalty: 5284.691406
	Iteration 11Q: 3 clusters Score -8108751 nChanged 1698
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16644 members 
Mstep: Class 2 contains 25744 members 
Entering Unmasked Estep 
Score: -8109660.500000 Penalty: 5284.691406
	Iteration 12Q: 3 clusters Score -8109660 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -8111084.000000 Penalty: 5284.691406
	Iteration 13Q: 3 clusters Score -8111084 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15395 members 
Mstep: Class 2 contains 26993 members 
Entering Unmasked Estep 
Score: -8113075.000000 Penalty: 5284.691406
	Iteration 14F: 3 clusters Score -8113075 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15351 members 
Mstep: Class 2 contains 27037 members 
Entering Unmasked Estep 
Score: -8115005.500000 Penalty: 5284.691406
	Iteration 15F: 3 clusters Score -8115006 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15576 members 
Mstep: Class 2 contains 26812 members 
Entering Unmasked Estep 
Score: -8116222.500000 Penalty: 5284.691406
	Iteration 16Q: 3 clusters Score -8116222 nChanged 1528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15874 members 
Mstep: Class 2 contains 26514 members 
Entering Unmasked Estep 
Score: -8116981.500000 Penalty: 5284.691406
	Iteration 17Q: 3 clusters Score -8116982 nChanged 1165
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16231 members 
Mstep: Class 2 contains 26157 members 
Entering Unmasked Estep 
Score: -8117653.500000 Penalty: 5284.691406
	Iteration 18Q: 3 clusters Score -8117654 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16651 members 
Mstep: Class 2 contains 25737 members 
Entering Unmasked Estep 
Score: -8118223.000000 Penalty: 5284.691406
	Iteration 19Q: 3 clusters Score -8118223 nChanged 1058
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17129 members 
Mstep: Class 2 contains 25259 members 
Entering Unmasked Estep 
Score: -8118790.500000 Penalty: 5284.691406
	Iteration 20F: 3 clusters Score -8118790 nChanged 913
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17592 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -8119269.500000 Penalty: 5284.691406
	Iteration 21Q: 3 clusters Score -8119270 nChanged 794
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18106 members 
Mstep: Class 2 contains 24282 members 
Entering Unmasked Estep 
Score: -8119552.000000 Penalty: 5284.691406
	Iteration 22Q: 3 clusters Score -8119552 nChanged 638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18558 members 
Mstep: Class 2 contains 23830 members 
Entering Unmasked Estep 
Score: -8119746.500000 Penalty: 5284.691406
	Iteration 23Q: 3 clusters Score -8119746 nChanged 521
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18981 members 
Mstep: Class 2 contains 23407 members 
Entering Unmasked Estep 
Score: -8119850.500000 Penalty: 5284.691406
	Iteration 24Q: 3 clusters Score -8119850 nChanged 455
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8119912.000000 Penalty: 5284.691406
	Iteration 25Q: 3 clusters Score -8119912 nChanged 417
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19785 members 
Mstep: Class 2 contains 22603 members 
Entering Unmasked Estep 
Score: -8119976.000000 Penalty: 5284.691406
	Iteration 26Q: 3 clusters Score -8119976 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20163 members 
Mstep: Class 2 contains 22225 members 
Entering Unmasked Estep 
Score: -8119983.500000 Penalty: 5284.691406
	Iteration 27Q: 3 clusters Score -8119984 nChanged 378
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20539 members 
Mstep: Class 2 contains 21849 members 
Entering Unmasked Estep 
Score: -8120032.500000 Penalty: 5284.691406
	Iteration 28Q: 3 clusters Score -8120032 nChanged 358
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20893 members 
Mstep: Class 2 contains 21495 members 
Entering Unmasked Estep 
Score: -8120059.000000 Penalty: 5284.691406
	Iteration 29Q: 3 clusters Score -8120059 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21238 members 
Mstep: Class 2 contains 21150 members 
Entering Unmasked Estep 
Score: -8120080.500000 Penalty: 5284.691406
	Iteration 30Q: 3 clusters Score -8120080 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21534 members 
Mstep: Class 2 contains 20854 members 
Entering Unmasked Estep 
Score: -8120061.000000 Penalty: 5284.691406
	Iteration 31Q: 3 clusters Score -8120061 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21859 members 
Mstep: Class 2 contains 20529 members 
Entering Unmasked Estep 
Score: -8120054.000000 Penalty: 5284.691406
	Iteration 32Q: 3 clusters Score -8120054 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22174 members 
Mstep: Class 2 contains 20214 members 
Entering Unmasked Estep 
Score: -8120052.500000 Penalty: 5284.691406
	Iteration 33Q: 3 clusters Score -8120052 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22481 members 
Mstep: Class 2 contains 19907 members 
Entering Unmasked Estep 
Score: -8120029.500000 Penalty: 5284.691406
	Iteration 34Q: 3 clusters Score -8120030 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22799 members 
Mstep: Class 2 contains 19589 members 
Entering Unmasked Estep 
Score: -8120009.500000 Penalty: 5284.691406
	Iteration 35Q: 3 clusters Score -8120010 nChanged 286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23085 members 
Mstep: Class 2 contains 19303 members 
Entering Unmasked Estep 
Score: -8120040.000000 Penalty: 5284.691406
	Iteration 36Q: 3 clusters Score -8120040 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23411 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -8119997.500000 Penalty: 5284.691406
	Iteration 37Q: 3 clusters Score -8119998 nChanged 332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23741 members 
Mstep: Class 2 contains 18647 members 
Entering Unmasked Estep 
Score: -8119983.500000 Penalty: 5284.691406
	Iteration 38Q: 3 clusters Score -8119984 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24030 members 
Mstep: Class 2 contains 18358 members 
Entering Unmasked Estep 
Score: -8119959.000000 Penalty: 5284.691406
	Iteration 39Q: 3 clusters Score -8119959 nChanged 318
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24348 members 
Mstep: Class 2 contains 18040 members 
Entering Unmasked Estep 
Score: -8119929.000000 Penalty: 5284.691406
	Iteration 40F: 3 clusters Score -8119929 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24657 members 
Mstep: Class 2 contains 17731 members 
Entering Unmasked Estep 
Score: -8119906.500000 Penalty: 5284.691406
	Iteration 41Q: 3 clusters Score -8119906 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24994 members 
Mstep: Class 2 contains 17394 members 
Entering Unmasked Estep 
Score: -8119892.000000 Penalty: 5284.691406
	Iteration 42Q: 3 clusters Score -8119892 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 17023 members 
Entering Unmasked Estep 
Score: -8119843.500000 Penalty: 5284.691406
	Iteration 43Q: 3 clusters Score -8119844 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25719 members 
Mstep: Class 2 contains 16669 members 
Entering Unmasked Estep 
Score: -8119850.500000 Penalty: 5284.691406
	Iteration 44Q: 3 clusters Score -8119850 nChanged 337
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26056 members 
Mstep: Class 2 contains 16332 members 
Entering Unmasked Estep 
Score: -8119834.500000 Penalty: 5284.691406
	Iteration 45Q: 3 clusters Score -8119834 nChanged 347
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26403 members 
Mstep: Class 2 contains 15985 members 
Entering Unmasked Estep 
Score: -8119803.000000 Penalty: 5284.691406
	Iteration 46Q: 3 clusters Score -8119803 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26749 members 
Mstep: Class 2 contains 15639 members 
Entering Unmasked Estep 
Score: -8119773.000000 Penalty: 5284.691406
	Iteration 47Q: 3 clusters Score -8119773 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27124 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -8119778.500000 Penalty: 5284.691406
	Iteration 48Q: 3 clusters Score -8119778 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 14889 members 
Entering Unmasked Estep 
Score: -8119738.500000 Penalty: 5284.691406
	Iteration 49Q: 3 clusters Score -8119738 nChanged 351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27850 members 
Mstep: Class 2 contains 14538 members 
Entering Unmasked Estep 
Score: -8119713.000000 Penalty: 5284.691406
	Iteration 50Q: 3 clusters Score -8119713 nChanged 377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28227 members 
Mstep: Class 2 contains 14161 members 
Entering Unmasked Estep 
Score: -8119624.500000 Penalty: 5284.691406
	Iteration 51Q: 3 clusters Score -8119624 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28614 members 
Mstep: Class 2 contains 13774 members 
Entering Unmasked Estep 
Score: -8119614.000000 Penalty: 5284.691406
	Iteration 52Q: 3 clusters Score -8119614 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28962 members 
Mstep: Class 2 contains 13426 members 
Entering Unmasked Estep 
Score: -8119584.500000 Penalty: 5284.691406
	Iteration 53Q: 3 clusters Score -8119584 nChanged 331
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29293 members 
Mstep: Class 2 contains 13095 members 
Entering Unmasked Estep 
Score: -8119534.000000 Penalty: 5284.691406
	Iteration 54Q: 3 clusters Score -8119534 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29595 members 
Mstep: Class 2 contains 12793 members 
Entering Unmasked Estep 
Score: -8119521.000000 Penalty: 5284.691406
	Iteration 55Q: 3 clusters Score -8119521 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29841 members 
Mstep: Class 2 contains 12547 members 
Entering Unmasked Estep 
Score: -8119481.500000 Penalty: 5284.691406
	Iteration 56Q: 3 clusters Score -8119482 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 12299 members 
Entering Unmasked Estep 
Score: -8119497.000000 Penalty: 5284.691406
	Iteration 57Q: 3 clusters Score -8119497 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30311 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -8119481.000000 Penalty: 5284.691406
	Iteration 58Q: 3 clusters Score -8119481 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30532 members 
Mstep: Class 2 contains 11856 members 
Entering Unmasked Estep 
Score: -8119498.500000 Penalty: 5284.691406
	Iteration 59Q: 3 clusters Score -8119498 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30713 members 
Mstep: Class 2 contains 11675 members 
Entering Unmasked Estep 
Score: -8119489.500000 Penalty: 5284.691406
	Iteration 60F: 3 clusters Score -8119490 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30858 members 
Mstep: Class 2 contains 11530 members 
Entering Unmasked Estep 
Score: -8119471.500000 Penalty: 5284.691406
	Iteration 61Q: 3 clusters Score -8119472 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30965 members 
Mstep: Class 2 contains 11423 members 
Entering Unmasked Estep 
Score: -8119455.500000 Penalty: 5284.691406
	Iteration 62Q: 3 clusters Score -8119456 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31080 members 
Mstep: Class 2 contains 11308 members 
Entering Unmasked Estep 
Score: -8119422.500000 Penalty: 5284.691406
	Iteration 63Q: 3 clusters Score -8119422 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31168 members 
Mstep: Class 2 contains 11220 members 
Entering Unmasked Estep 
Score: -8119424.000000 Penalty: 5284.691406
	Iteration 64Q: 3 clusters Score -8119424 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31269 members 
Mstep: Class 2 contains 11119 members 
Entering Unmasked Estep 
Score: -8119401.000000 Penalty: 5284.691406
	Iteration 65Q: 3 clusters Score -8119401 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31346 members 
Mstep: Class 2 contains 11042 members 
Entering Unmasked Estep 
Score: -8119395.500000 Penalty: 5284.691406
	Iteration 66Q: 3 clusters Score -8119396 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31407 members 
Mstep: Class 2 contains 10981 members 
Entering Unmasked Estep 
Score: -8119408.500000 Penalty: 5284.691406
	Iteration 67Q: 3 clusters Score -8119408 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31446 members 
Mstep: Class 2 contains 10942 members 
Entering Unmasked Estep 
Score: -8119400.500000 Penalty: 5284.691406
	Iteration 68Q: 3 clusters Score -8119400 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31482 members 
Mstep: Class 2 contains 10906 members 
Entering Unmasked Estep 
Score: -8119404.000000 Penalty: 5284.691406
	Iteration 69Q: 3 clusters Score -8119404 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31509 members 
Mstep: Class 2 contains 10879 members 
Entering Unmasked Estep 
Score: -8119384.500000 Penalty: 5284.691406
	Iteration 70Q: 3 clusters Score -8119384 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31545 members 
Mstep: Class 2 contains 10843 members 
Entering Unmasked Estep 
Score: -8119388.000000 Penalty: 5284.691406
	Iteration 71Q: 3 clusters Score -8119388 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31565 members 
Mstep: Class 2 contains 10823 members 
Entering Unmasked Estep 
Score: -8119370.500000 Penalty: 5284.691406
	Iteration 72Q: 3 clusters Score -8119370 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31587 members 
Mstep: Class 2 contains 10801 members 
Entering Unmasked Estep 
Score: -8119370.500000 Penalty: 5284.691406
	Iteration 73Q: 3 clusters Score -8119370 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31607 members 
Mstep: Class 2 contains 10781 members 
Entering Unmasked Estep 
Score: -8119367.000000 Penalty: 5284.691406
	Iteration 74Q: 3 clusters Score -8119367 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31628 members 
Mstep: Class 2 contains 10760 members 
Entering Unmasked Estep 
Score: -8119371.500000 Penalty: 5284.691406
	Iteration 75Q: 3 clusters Score -8119372 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31647 members 
Mstep: Class 2 contains 10741 members 
Entering Unmasked Estep 
Score: -8119369.000000 Penalty: 5284.691406
	Iteration 76Q: 3 clusters Score -8119369 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31669 members 
Mstep: Class 2 contains 10719 members 
Entering Unmasked Estep 
Score: -8119354.000000 Penalty: 5284.691406
	Iteration 77Q: 3 clusters Score -8119354 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31695 members 
Mstep: Class 2 contains 10693 members 
Entering Unmasked Estep 
Score: -8119355.500000 Penalty: 5284.691406
	Iteration 78Q: 3 clusters Score -8119356 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31728 members 
Mstep: Class 2 contains 10660 members 
Entering Unmasked Estep 
Score: -8119332.000000 Penalty: 5284.691406
	Iteration 79Q: 3 clusters Score -8119332 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31763 members 
Mstep: Class 2 contains 10625 members 
Entering Unmasked Estep 
Score: -8119327.500000 Penalty: 5284.691406
	Iteration 80F: 3 clusters Score -8119328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31779 members 
Mstep: Class 2 contains 10609 members 
Entering Unmasked Estep 
Score: -8119331.000000 Penalty: 5284.691406
	Iteration 81Q: 3 clusters Score -8119331 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31790 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
Score: -8119334.500000 Penalty: 5284.691406
	Iteration 82Q: 3 clusters Score -8119334 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31799 members 
Mstep: Class 2 contains 10589 members 
Entering Unmasked Estep 
Score: -8119343.500000 Penalty: 5284.691406
	Iteration 83Q: 3 clusters Score -8119344 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31806 members 
Mstep: Class 2 contains 10582 members 
Entering Unmasked Estep 
Score: -8119336.500000 Penalty: 5284.691406
	Iteration 84Q: 3 clusters Score -8119336 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31815 members 
Mstep: Class 2 contains 10573 members 
Entering Unmasked Estep 
Score: -8119333.500000 Penalty: 5284.691406
	Iteration 85Q: 3 clusters Score -8119334 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31819 members 
Mstep: Class 2 contains 10569 members 
Entering Unmasked Estep 
Score: -8119329.000000 Penalty: 5284.691406
	Iteration 86Q: 3 clusters Score -8119329 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31822 members 
Mstep: Class 2 contains 10566 members 
Entering Unmasked Estep 
Score: -8119328.000000 Penalty: 5284.691406
	Iteration 87Q: 3 clusters Score -8119328 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31826 members 
Mstep: Class 2 contains 10562 members 
Entering Unmasked Estep 
Score: -8119329.500000 Penalty: 5284.691406
	Iteration 88Q: 3 clusters Score -8119330 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31829 members 
Mstep: Class 2 contains 10559 members 
Entering Unmasked Estep 
Score: -8119323.500000 Penalty: 5284.691406
	Iteration 89Q: 3 clusters Score -8119324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31832 members 
Mstep: Class 2 contains 10556 members 
Entering Unmasked Estep 
Score: -8119318.000000 Penalty: 5284.691406
	Iteration 90Q: 3 clusters Score -8119318 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31836 members 
Mstep: Class 2 contains 10552 members 
Entering Unmasked Estep 
Score: -8119311.500000 Penalty: 5284.691406
	Iteration 91Q: 3 clusters Score -8119312 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31839 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -8119313.500000 Penalty: 5284.691406
	Iteration 92Q: 3 clusters Score -8119314 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31841 members 
Mstep: Class 2 contains 10547 members 
Entering Unmasked Estep 
Score: -8119327.000000 Penalty: 5284.691406
	Iteration 93Q: 3 clusters Score -8119327 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31842 members 
Mstep: Class 2 contains 10546 members 
Entering Unmasked Estep 
Score: -8119324.000000 Penalty: 5284.691406
	Iteration 94Q: 3 clusters Score -8119324 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -8119324.500000 Penalty: 5284.691406
	Iteration 95Q: 3 clusters Score -8119324 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31843 members 
Mstep: Class 2 contains 10545 members 
Entering Unmasked Estep 
Score: -8119324.500000 Penalty: 5284.691406
	Iteration 96F: 3 clusters Score -8119324 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -23213.625000 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -23213.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22209.365234 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -22209.37 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 83 members 
Mstep: Class 2 contains 76 members 
Entering Unmasked Estep 
Score: -22278.900391 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -22278.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22292.753906 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -22292.75 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 81 members 
Mstep: Class 2 contains 78 members 
Entering Unmasked Estep 
Score: -22292.753906 Penalty: 2514.176514
	Iteration 3F: 3 clusters Score -22292.75 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1718 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1718 members 
Entering Unmasked Estep 
Score: -304760.156250 Penalty: 1847.331177
	Iteration 0F: 2 clusters Score -304760.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -302399.125000 Penalty: 3694.662354
	Iteration 0F: 3 clusters Score -302399.1 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 965 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -303076.906250 Penalty: 3694.662354
	Iteration 1F: 3 clusters Score -303076.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1059 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -303477.406250 Penalty: 3694.662354
	Iteration 2F: 3 clusters Score -303477.4 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1110 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -303862.812500 Penalty: 3694.662354
	Iteration 3F: 3 clusters Score -303862.8 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 588 members 
Entering Unmasked Estep 
Score: -304097.593750 Penalty: 3694.662354
	Iteration 4F: 3 clusters Score -304097.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1139 members 
Mstep: Class 2 contains 579 members 
Entering Unmasked Estep 
Score: -304223.812500 Penalty: 3694.662354
	Iteration 5Q: 3 clusters Score -304223.8 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1133 members 
Mstep: Class 2 contains 585 members 
Entering Unmasked Estep 
Score: -304285.500000 Penalty: 3694.662354
	Iteration 6Q: 3 clusters Score -304285.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -304317.375000 Penalty: 3694.662354
	Iteration 7Q: 3 clusters Score -304317.4 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -304328.406250 Penalty: 3694.662354
	Iteration 8Q: 3 clusters Score -304328.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -304340.312500 Penalty: 3694.662354
	Iteration 9Q: 3 clusters Score -304340.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1138 members 
Mstep: Class 2 contains 580 members 
Entering Unmasked Estep 
Score: -304344.562500 Penalty: 3694.662354
	Iteration 10Q: 3 clusters Score -304344.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -304348.968750 Penalty: 3694.662354
	Iteration 11Q: 3 clusters Score -304349 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 578 members 
Entering Unmasked Estep 
Score: -304360.687500 Penalty: 3694.662354
	Iteration 12Q: 3 clusters Score -304360.7 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1137 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -304372.000000 Penalty: 3694.662354
	Iteration 13Q: 3 clusters Score -304372 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -304379.968750 Penalty: 3694.662354
	Iteration 14Q: 3 clusters Score -304380 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1125 members 
Mstep: Class 2 contains 593 members 
Entering Unmasked Estep 
Score: -304388.093750 Penalty: 3694.662354
	Iteration 15Q: 3 clusters Score -304388.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1121 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -304397.437500 Penalty: 3694.662354
	Iteration 16Q: 3 clusters Score -304397.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 599 members 
Entering Unmasked Estep 
Score: -304402.062500 Penalty: 3694.662354
	Iteration 17Q: 3 clusters Score -304402.1 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -304406.000000 Penalty: 3694.662354
	Iteration 18Q: 3 clusters Score -304406 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1117 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -304409.500000 Penalty: 3694.662354
	Iteration 19Q: 3 clusters Score -304409.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1116 members 
Mstep: Class 2 contains 602 members 
Entering Unmasked Estep 
Score: -304411.281250 Penalty: 3694.662354
	Iteration 20F: 3 clusters Score -304411.3 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -46410.910156 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -46410.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45197.339844 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -45197.34 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 142 members 
Mstep: Class 2 contains 176 members 
Entering Unmasked Estep 
Score: -45373.945312 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -45373.95 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 188 members 
Entering Unmasked Estep 
Score: -45502.898438 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -45502.9 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 191 members 
Entering Unmasked Estep 
Score: -45624.085938 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -45624.09 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 131 members 
Mstep: Class 2 contains 187 members 
Entering Unmasked Estep 
Score: -45766.226562 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -45766.23 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 137 members 
Mstep: Class 2 contains 181 members 
Entering Unmasked Estep 
Score: -45879.808594 Penalty: 2857.977539
	Iteration 5F: 3 clusters Score -45879.81 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 173 members 
Entering Unmasked Estep 
Score: -45938.765625 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -45938.77 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -46042.054688 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -46042.05 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -46118.187500 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -46118.19 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 158 members 
Entering Unmasked Estep 
Score: -46188.925781 Penalty: 2857.977539
	Iteration 9Q: 3 clusters Score -46188.93 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 155 members 
Entering Unmasked Estep 
Score: -46247.609375 Penalty: 2857.977539
	Iteration 10Q: 3 clusters Score -46247.61 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 169 members 
Mstep: Class 2 contains 149 members 
Entering Unmasked Estep 
Score: -46431.800781 Penalty: 2857.977539
	Iteration 11Q: 3 clusters Score -46431.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46561.789062 Penalty: 2857.977539
	Iteration 12Q: 3 clusters Score -46561.79 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46599.652344 Penalty: 2857.977539
	Iteration 13Q: 3 clusters Score -46599.65 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 141 members 
Entering Unmasked Estep 
Score: -46623.570312 Penalty: 2857.977539
	Iteration 14Q: 3 clusters Score -46623.57 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46636.671875 Penalty: 2857.977539
	Iteration 15Q: 3 clusters Score -46636.67 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 174 members 
Mstep: Class 2 contains 144 members 
Entering Unmasked Estep 
Score: -46659.796875 Penalty: 2857.977539
	Iteration 16Q: 3 clusters Score -46659.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46667.285156 Penalty: 2857.977539
	Iteration 17Q: 3 clusters Score -46667.29 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 173 members 
Mstep: Class 2 contains 145 members 
Entering Unmasked Estep 
Score: -46671.230469 Penalty: 2857.977539
	Iteration 18F: 3 clusters Score -46671.23 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 176 members 
Mstep: Class 2 contains 142 members 
Entering Unmasked Estep 
Score: -46738.402344 Penalty: 2857.977539
	Iteration 19Q: 3 clusters Score -46738.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46785.839844 Penalty: 2857.977539
	Iteration 20F: 3 clusters Score -46785.84 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 179 members 
Mstep: Class 2 contains 139 members 
Entering Unmasked Estep 
Score: -46806.921875 Penalty: 2857.977539
	Iteration 21Q: 3 clusters Score -46806.92 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -46811.667969 Penalty: 2857.977539
	Iteration 22Q: 3 clusters Score -46811.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 178 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -46811.667969 Penalty: 2857.977539
	Iteration 23F: 3 clusters Score -46811.67 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 32603 members 
Mstep: Class 4 contains 45772 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41999 members 
Mstep: Class 8 contains 45593 members 
Mstep: Class 9 contains 46423 members 
Mstep: Class 10 contains 16687 members 
Mstep: Class 11 contains 27667 members 
Mstep: Class 12 contains 60628 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 9594 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43694 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 5679 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28239 members 
Mstep: Class 22 contains 41639 members 
Mstep: Class 23 contains 26942 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 6870 members 
Mstep: Class 26 contains 41716 members 
Mstep: Class 27 contains 54218 members 
Mstep: Class 28 contains 45503 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8765 members 
Mstep: Class 31 contains 55134 members 
Mstep: Class 32 contains 26392 members 
Mstep: Class 33 contains 42388 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1718 members 
Mstep: Class 36 contains 178 members 
Mstep: Class 37 contains 46735 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 34406 members 
Mstep: Class 40 contains 43501 members 
Mstep: Class 41 contains 20601 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25586 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45901 members 
Mstep: Class 47 contains 19927 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11135 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27276 members 
Mstep: Class 53 contains 140 members 
Entering Unmasked Estep 
Score: -207964336.000000 Penalty: 183036.406250
Splitting cluster 36 changes total score from -207965536.000000 to -207964336.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 37 (46735 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46735 members 
Entering Unmasked Estep 
Score: -8999588.000000 Penalty: 2666.557617
	Iteration 0F: 2 clusters Score -8999588 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23336 members 
Mstep: Class 2 contains 23399 members 
Entering Unmasked Estep 
Score: -8972724.000000 Penalty: 5333.115234
	Iteration 0F: 3 clusters Score -8972724 nChanged 21653
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23365 members 
Mstep: Class 2 contains 23370 members 
Entering Unmasked Estep 
Score: -8984549.000000 Penalty: 5333.115234
	Iteration 1F: 3 clusters Score -8984549 nChanged 1932
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23313 members 
Mstep: Class 2 contains 23422 members 
Entering Unmasked Estep 
Score: -8985091.000000 Penalty: 5333.115234
	Iteration 2Q: 3 clusters Score -8985091 nChanged 1854
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23245 members 
Mstep: Class 2 contains 23490 members 
Entering Unmasked Estep 
Score: -8985618.000000 Penalty: 5333.115234
	Iteration 3Q: 3 clusters Score -8985618 nChanged 1848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23209 members 
Mstep: Class 2 contains 23526 members 
Entering Unmasked Estep 
Score: -8986257.000000 Penalty: 5333.115234
	Iteration 4Q: 3 clusters Score -8986257 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 23572 members 
Entering Unmasked Estep 
Score: -8986947.000000 Penalty: 5333.115234
	Iteration 5Q: 3 clusters Score -8986947 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23058 members 
Mstep: Class 2 contains 23677 members 
Entering Unmasked Estep 
Score: -8987937.000000 Penalty: 5333.115234
	Iteration 6Q: 3 clusters Score -8987937 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22956 members 
Mstep: Class 2 contains 23779 members 
Entering Unmasked Estep 
Score: -8989239.000000 Penalty: 5333.115234
	Iteration 7Q: 3 clusters Score -8989239 nChanged 2577
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 23842 members 
Entering Unmasked Estep 
Score: -8990972.000000 Penalty: 5333.115234
	Iteration 8F: 3 clusters Score -8990972 nChanged 2797
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22868 members 
Mstep: Class 2 contains 23867 members 
Entering Unmasked Estep 
Score: -8993026.000000 Penalty: 5333.115234
	Iteration 9F: 3 clusters Score -8993026 nChanged 2805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22975 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -8995076.000000 Penalty: 5333.115234
	Iteration 10F: 3 clusters Score -8995076 nChanged 2231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23026 members 
Mstep: Class 2 contains 23709 members 
Entering Unmasked Estep 
Score: -8996253.000000 Penalty: 5333.115234
	Iteration 11Q: 3 clusters Score -8996253 nChanged 1498
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23062 members 
Mstep: Class 2 contains 23673 members 
Entering Unmasked Estep 
Score: -8996903.000000 Penalty: 5333.115234
	Iteration 12Q: 3 clusters Score -8996903 nChanged 1116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23076 members 
Mstep: Class 2 contains 23659 members 
Entering Unmasked Estep 
Score: -8997366.000000 Penalty: 5333.115234
	Iteration 13Q: 3 clusters Score -8997366 nChanged 971
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23071 members 
Mstep: Class 2 contains 23664 members 
Entering Unmasked Estep 
Score: -8997751.000000 Penalty: 5333.115234
	Iteration 14Q: 3 clusters Score -8997751 nChanged 833
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23008 members 
Mstep: Class 2 contains 23727 members 
Entering Unmasked Estep 
Score: -8997994.000000 Penalty: 5333.115234
	Iteration 15Q: 3 clusters Score -8997994 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22958 members 
Mstep: Class 2 contains 23777 members 
Entering Unmasked Estep 
Score: -8998293.000000 Penalty: 5333.115234
	Iteration 16Q: 3 clusters Score -8998293 nChanged 677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22873 members 
Mstep: Class 2 contains 23862 members 
Entering Unmasked Estep 
Score: -8998484.000000 Penalty: 5333.115234
	Iteration 17Q: 3 clusters Score -8998484 nChanged 542
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22723 members 
Mstep: Class 2 contains 24012 members 
Entering Unmasked Estep 
Score: -8998636.000000 Penalty: 5333.115234
	Iteration 18Q: 3 clusters Score -8998636 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22544 members 
Mstep: Class 2 contains 24191 members 
Entering Unmasked Estep 
Score: -8998713.000000 Penalty: 5333.115234
	Iteration 19Q: 3 clusters Score -8998713 nChanged 442
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22342 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -8998819.000000 Penalty: 5333.115234
	Iteration 20F: 3 clusters Score -8998819 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22113 members 
Mstep: Class 2 contains 24622 members 
Entering Unmasked Estep 
Score: -8998891.000000 Penalty: 5333.115234
	Iteration 21Q: 3 clusters Score -8998891 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21894 members 
Mstep: Class 2 contains 24841 members 
Entering Unmasked Estep 
Score: -8998921.000000 Penalty: 5333.115234
	Iteration 22Q: 3 clusters Score -8998921 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21689 members 
Mstep: Class 2 contains 25046 members 
Entering Unmasked Estep 
Score: -8998891.000000 Penalty: 5333.115234
	Iteration 23Q: 3 clusters Score -8998891 nChanged 243
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21510 members 
Mstep: Class 2 contains 25225 members 
Entering Unmasked Estep 
Score: -8998918.000000 Penalty: 5333.115234
	Iteration 24Q: 3 clusters Score -8998918 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21327 members 
Mstep: Class 2 contains 25408 members 
Entering Unmasked Estep 
Score: -8998927.000000 Penalty: 5333.115234
	Iteration 25Q: 3 clusters Score -8998927 nChanged 183
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21190 members 
Mstep: Class 2 contains 25545 members 
Entering Unmasked Estep 
Score: -8998938.000000 Penalty: 5333.115234
	Iteration 26Q: 3 clusters Score -8998938 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21074 members 
Mstep: Class 2 contains 25661 members 
Entering Unmasked Estep 
Score: -8998952.000000 Penalty: 5333.115234
	Iteration 27Q: 3 clusters Score -8998952 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20941 members 
Mstep: Class 2 contains 25794 members 
Entering Unmasked Estep 
Score: -8998948.000000 Penalty: 5333.115234
	Iteration 28Q: 3 clusters Score -8998948 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 25908 members 
Entering Unmasked Estep 
Score: -8998961.000000 Penalty: 5333.115234
	Iteration 29Q: 3 clusters Score -8998961 nChanged 144
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20709 members 
Mstep: Class 2 contains 26026 members 
Entering Unmasked Estep 
Score: -8998981.000000 Penalty: 5333.115234
	Iteration 30Q: 3 clusters Score -8998981 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20614 members 
Mstep: Class 2 contains 26121 members 
Entering Unmasked Estep 
Score: -8998982.000000 Penalty: 5333.115234
	Iteration 31Q: 3 clusters Score -8998982 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20497 members 
Mstep: Class 2 contains 26238 members 
Entering Unmasked Estep 
Score: -8998976.000000 Penalty: 5333.115234
	Iteration 32Q: 3 clusters Score -8998976 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Mstep: Class 2 contains 26338 members 
Entering Unmasked Estep 
Score: -8998992.000000 Penalty: 5333.115234
	Iteration 33Q: 3 clusters Score -8998992 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20312 members 
Mstep: Class 2 contains 26423 members 
Entering Unmasked Estep 
Score: -8999004.000000 Penalty: 5333.115234
	Iteration 34Q: 3 clusters Score -8999004 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20229 members 
Mstep: Class 2 contains 26506 members 
Entering Unmasked Estep 
Score: -8999010.000000 Penalty: 5333.115234
	Iteration 35Q: 3 clusters Score -8999010 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20150 members 
Mstep: Class 2 contains 26585 members 
Entering Unmasked Estep 
Score: -8999006.000000 Penalty: 5333.115234
	Iteration 36Q: 3 clusters Score -8999006 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20070 members 
Mstep: Class 2 contains 26665 members 
Entering Unmasked Estep 
Score: -8999006.000000 Penalty: 5333.115234
	Iteration 37Q: 3 clusters Score -8999006 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20016 members 
Mstep: Class 2 contains 26719 members 
Entering Unmasked Estep 
Score: -8999008.000000 Penalty: 5333.115234
	Iteration 38Q: 3 clusters Score -8999008 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19953 members 
Mstep: Class 2 contains 26782 members 
Entering Unmasked Estep 
Score: -8999008.000000 Penalty: 5333.115234
	Iteration 39Q: 3 clusters Score -8999008 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19912 members 
Mstep: Class 2 contains 26823 members 
Entering Unmasked Estep 
Score: -8998991.000000 Penalty: 5333.115234
	Iteration 40F: 3 clusters Score -8998991 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19873 members 
Mstep: Class 2 contains 26862 members 
Entering Unmasked Estep 
Score: -8998988.000000 Penalty: 5333.115234
	Iteration 41Q: 3 clusters Score -8998988 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19829 members 
Mstep: Class 2 contains 26906 members 
Entering Unmasked Estep 
Score: -8998975.000000 Penalty: 5333.115234
	Iteration 42Q: 3 clusters Score -8998975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19786 members 
Mstep: Class 2 contains 26949 members 
Entering Unmasked Estep 
Score: -8998972.000000 Penalty: 5333.115234
	Iteration 43Q: 3 clusters Score -8998972 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 27001 members 
Entering Unmasked Estep 
Score: -8998989.000000 Penalty: 5333.115234
	Iteration 44Q: 3 clusters Score -8998989 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 27029 members 
Entering Unmasked Estep 
Score: -8998977.000000 Penalty: 5333.115234
	Iteration 45Q: 3 clusters Score -8998977 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19677 members 
Mstep: Class 2 contains 27058 members 
Entering Unmasked Estep 
Score: -8998974.000000 Penalty: 5333.115234
	Iteration 46Q: 3 clusters Score -8998974 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19660 members 
Mstep: Class 2 contains 27075 members 
Entering Unmasked Estep 
Score: -8998978.000000 Penalty: 5333.115234
	Iteration 47Q: 3 clusters Score -8998978 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19641 members 
Mstep: Class 2 contains 27094 members 
Entering Unmasked Estep 
Score: -8998990.000000 Penalty: 5333.115234
	Iteration 48Q: 3 clusters Score -8998990 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19618 members 
Mstep: Class 2 contains 27117 members 
Entering Unmasked Estep 
Score: -8998984.000000 Penalty: 5333.115234
	Iteration 49Q: 3 clusters Score -8998984 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19597 members 
Mstep: Class 2 contains 27138 members 
Entering Unmasked Estep 
Score: -8998981.000000 Penalty: 5333.115234
	Iteration 50Q: 3 clusters Score -8998981 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 27156 members 
Entering Unmasked Estep 
Score: -8998993.000000 Penalty: 5333.115234
	Iteration 51Q: 3 clusters Score -8998993 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19562 members 
Mstep: Class 2 contains 27173 members 
Entering Unmasked Estep 
Score: -8998986.000000 Penalty: 5333.115234
	Iteration 52Q: 3 clusters Score -8998986 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19546 members 
Mstep: Class 2 contains 27189 members 
Entering Unmasked Estep 
Score: -8998981.000000 Penalty: 5333.115234
	Iteration 53Q: 3 clusters Score -8998981 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19536 members 
Mstep: Class 2 contains 27199 members 
Entering Unmasked Estep 
Score: -8998981.000000 Penalty: 5333.115234
	Iteration 54Q: 3 clusters Score -8998981 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19525 members 
Mstep: Class 2 contains 27210 members 
Entering Unmasked Estep 
Score: -8998975.000000 Penalty: 5333.115234
	Iteration 55Q: 3 clusters Score -8998975 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19515 members 
Mstep: Class 2 contains 27220 members 
Entering Unmasked Estep 
Score: -8998967.000000 Penalty: 5333.115234
	Iteration 56Q: 3 clusters Score -8998967 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19511 members 
Mstep: Class 2 contains 27224 members 
Entering Unmasked Estep 
Score: -8998963.000000 Penalty: 5333.115234
	Iteration 57Q: 3 clusters Score -8998963 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19501 members 
Mstep: Class 2 contains 27234 members 
Entering Unmasked Estep 
Score: -8998964.000000 Penalty: 5333.115234
	Iteration 58Q: 3 clusters Score -8998964 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19494 members 
Mstep: Class 2 contains 27241 members 
Entering Unmasked Estep 
Score: -8998959.000000 Penalty: 5333.115234
	Iteration 59Q: 3 clusters Score -8998959 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19482 members 
Mstep: Class 2 contains 27253 members 
Entering Unmasked Estep 
Score: -8998963.000000 Penalty: 5333.115234
	Iteration 60F: 3 clusters Score -8998963 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19467 members 
Mstep: Class 2 contains 27268 members 
Entering Unmasked Estep 
Score: -8998967.000000 Penalty: 5333.115234
	Iteration 61Q: 3 clusters Score -8998967 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 27285 members 
Entering Unmasked Estep 
Score: -8998970.000000 Penalty: 5333.115234
	Iteration 62Q: 3 clusters Score -8998970 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19436 members 
Mstep: Class 2 contains 27299 members 
Entering Unmasked Estep 
Score: -8998955.000000 Penalty: 5333.115234
	Iteration 63Q: 3 clusters Score -8998955 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 27322 members 
Entering Unmasked Estep 
Score: -8998960.000000 Penalty: 5333.115234
	Iteration 64Q: 3 clusters Score -8998960 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19395 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -8998957.000000 Penalty: 5333.115234
	Iteration 65Q: 3 clusters Score -8998957 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19382 members 
Mstep: Class 2 contains 27353 members 
Entering Unmasked Estep 
Score: -8998961.000000 Penalty: 5333.115234
	Iteration 66Q: 3 clusters Score -8998961 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19370 members 
Mstep: Class 2 contains 27365 members 
Entering Unmasked Estep 
Score: -8998962.000000 Penalty: 5333.115234
	Iteration 67Q: 3 clusters Score -8998962 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19349 members 
Mstep: Class 2 contains 27386 members 
Entering Unmasked Estep 
Score: -8998959.000000 Penalty: 5333.115234
	Iteration 68Q: 3 clusters Score -8998959 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19344 members 
Mstep: Class 2 contains 27391 members 
Entering Unmasked Estep 
Score: -8998966.000000 Penalty: 5333.115234
	Iteration 69Q: 3 clusters Score -8998966 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19339 members 
Mstep: Class 2 contains 27396 members 
Entering Unmasked Estep 
Score: -8998963.000000 Penalty: 5333.115234
	Iteration 70Q: 3 clusters Score -8998963 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19332 members 
Mstep: Class 2 contains 27403 members 
Entering Unmasked Estep 
Score: -8998972.000000 Penalty: 5333.115234
	Iteration 71Q: 3 clusters Score -8998972 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19327 members 
Mstep: Class 2 contains 27408 members 
Entering Unmasked Estep 
Score: -8998973.000000 Penalty: 5333.115234
	Iteration 72Q: 3 clusters Score -8998973 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19321 members 
Mstep: Class 2 contains 27414 members 
Entering Unmasked Estep 
Score: -8998968.000000 Penalty: 5333.115234
	Iteration 73Q: 3 clusters Score -8998968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19315 members 
Mstep: Class 2 contains 27420 members 
Entering Unmasked Estep 
Score: -8998968.000000 Penalty: 5333.115234
	Iteration 74Q: 3 clusters Score -8998968 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19312 members 
Mstep: Class 2 contains 27423 members 
Entering Unmasked Estep 
Score: -8998967.000000 Penalty: 5333.115234
	Iteration 75Q: 3 clusters Score -8998967 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19311 members 
Mstep: Class 2 contains 27424 members 
Entering Unmasked Estep 
Score: -8998964.000000 Penalty: 5333.115234
	Iteration 76Q: 3 clusters Score -8998964 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 27425 members 
Entering Unmasked Estep 
Score: -8998962.000000 Penalty: 5333.115234
	Iteration 77Q: 3 clusters Score -8998962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19308 members 
Mstep: Class 2 contains 27427 members 
Entering Unmasked Estep 
Score: -8998966.000000 Penalty: 5333.115234
	Iteration 78Q: 3 clusters Score -8998966 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19305 members 
Mstep: Class 2 contains 27430 members 
Entering Unmasked Estep 
Score: -8998962.000000 Penalty: 5333.115234
	Iteration 79Q: 3 clusters Score -8998962 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19303 members 
Mstep: Class 2 contains 27432 members 
Entering Unmasked Estep 
Score: -8998964.000000 Penalty: 5333.115234
	Iteration 80F: 3 clusters Score -8998964 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -8998957.000000 Penalty: 5333.115234
	Iteration 81Q: 3 clusters Score -8998957 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -8998962.000000 Penalty: 5333.115234
	Iteration 82Q: 3 clusters Score -8998962 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19301 members 
Mstep: Class 2 contains 27434 members 
Entering Unmasked Estep 
Score: -8998962.000000 Penalty: 5333.115234
	Iteration 83F: 3 clusters Score -8998962 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1077 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1077 members 
Entering Unmasked Estep 
Score: -204877.578125 Penalty: 1731.519775
	Iteration 0F: 2 clusters Score -204877.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -202890.593750 Penalty: 3463.039551
	Iteration 0F: 3 clusters Score -202890.6 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -203206.421875 Penalty: 3463.039551
	Iteration 1F: 3 clusters Score -203206.4 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 528 members 
Mstep: Class 2 contains 549 members 
Entering Unmasked Estep 
Score: -203345.218750 Penalty: 3463.039551
	Iteration 2F: 3 clusters Score -203345.2 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 537 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -203434.343750 Penalty: 3463.039551
	Iteration 3Q: 3 clusters Score -203434.3 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -203635.203125 Penalty: 3463.039551
	Iteration 4Q: 3 clusters Score -203635.2 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 507 members 
Entering Unmasked Estep 
Score: -203709.125000 Penalty: 3463.039551
	Iteration 5Q: 3 clusters Score -203709.1 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 586 members 
Mstep: Class 2 contains 491 members 
Entering Unmasked Estep 
Score: -203750.546875 Penalty: 3463.039551
	Iteration 6Q: 3 clusters Score -203750.5 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 611 members 
Mstep: Class 2 contains 466 members 
Entering Unmasked Estep 
Score: -203783.562500 Penalty: 3463.039551
	Iteration 7Q: 3 clusters Score -203783.6 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 638 members 
Mstep: Class 2 contains 439 members 
Entering Unmasked Estep 
Score: -203832.734375 Penalty: 3463.039551
	Iteration 8Q: 3 clusters Score -203832.7 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -203903.062500 Penalty: 3463.039551
	Iteration 9Q: 3 clusters Score -203903.1 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -203973.078125 Penalty: 3463.039551
	Iteration 10Q: 3 clusters Score -203973.1 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 717 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -204009.125000 Penalty: 3463.039551
	Iteration 11Q: 3 clusters Score -204009.1 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -204045.546875 Penalty: 3463.039551
	Iteration 12Q: 3 clusters Score -204045.5 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 750 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -204077.875000 Penalty: 3463.039551
	Iteration 13Q: 3 clusters Score -204077.9 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 761 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -204100.890625 Penalty: 3463.039551
	Iteration 14Q: 3 clusters Score -204100.9 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -204122.109375 Penalty: 3463.039551
	Iteration 15Q: 3 clusters Score -204122.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -204149.156250 Penalty: 3463.039551
	Iteration 16Q: 3 clusters Score -204149.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -204158.218750 Penalty: 3463.039551
	Iteration 17Q: 3 clusters Score -204158.2 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 786 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -204161.593750 Penalty: 3463.039551
	Iteration 18Q: 3 clusters Score -204161.6 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 787 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -204169.171875 Penalty: 3463.039551
	Iteration 19Q: 3 clusters Score -204169.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 791 members 
Mstep: Class 2 contains 286 members 
Entering Unmasked Estep 
Score: -204179.406250 Penalty: 3463.039551
	Iteration 20F: 3 clusters Score -204179.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -204187.375000 Penalty: 3463.039551
	Iteration 21Q: 3 clusters Score -204187.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 798 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -204193.437500 Penalty: 3463.039551
	Iteration 22Q: 3 clusters Score -204193.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 277 members 
Entering Unmasked Estep 
Score: -204199.140625 Penalty: 3463.039551
	Iteration 23Q: 3 clusters Score -204199.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -204204.984375 Penalty: 3463.039551
	Iteration 24Q: 3 clusters Score -204205 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -204206.421875 Penalty: 3463.039551
	Iteration 25Q: 3 clusters Score -204206.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -204211.125000 Penalty: 3463.039551
	Iteration 26Q: 3 clusters Score -204211.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 803 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -204217.828125 Penalty: 3463.039551
	Iteration 27Q: 3 clusters Score -204217.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -204224.734375 Penalty: 3463.039551
	Iteration 28Q: 3 clusters Score -204224.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 276 members 
Entering Unmasked Estep 
Score: -204227.171875 Penalty: 3463.039551
	Iteration 29Q: 3 clusters Score -204227.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 275 members 
Entering Unmasked Estep 
Score: -204230.890625 Penalty: 3463.039551
	Iteration 30Q: 3 clusters Score -204230.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 804 members 
Mstep: Class 2 contains 273 members 
Entering Unmasked Estep 
Score: -204233.453125 Penalty: 3463.039551
	Iteration 31Q: 3 clusters Score -204233.5 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 807 members 
Mstep: Class 2 contains 270 members 
Entering Unmasked Estep 
Score: -204237.562500 Penalty: 3463.039551
	Iteration 32Q: 3 clusters Score -204237.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 809 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -204240.250000 Penalty: 3463.039551
	Iteration 33Q: 3 clusters Score -204240.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -204242.328125 Penalty: 3463.039551
	Iteration 34Q: 3 clusters Score -204242.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 266 members 
Entering Unmasked Estep 
Score: -204243.093750 Penalty: 3463.039551
	Iteration 35Q: 3 clusters Score -204243.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -204244.468750 Penalty: 3463.039551
	Iteration 36Q: 3 clusters Score -204244.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -204244.468750 Penalty: 3463.039551
	Iteration 37F: 3 clusters Score -204244.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (34406 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34406 members 
Entering Unmasked Estep 
Score: -6897729.000000 Penalty: 2590.604492
	Iteration 0F: 2 clusters Score -6897729 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17274 members 
Mstep: Class 2 contains 17132 members 
Entering Unmasked Estep 
Score: -6880354.500000 Penalty: 5181.208984
	Iteration 0F: 3 clusters Score -6880354 nChanged 15475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -6888961.500000 Penalty: 5181.208984
	Iteration 1F: 3 clusters Score -6888962 nChanged 1896
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17239 members 
Mstep: Class 2 contains 17167 members 
Entering Unmasked Estep 
Score: -6889854.500000 Penalty: 5181.208984
	Iteration 2F: 3 clusters Score -6889854 nChanged 1895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17134 members 
Mstep: Class 2 contains 17272 members 
Entering Unmasked Estep 
Score: -6890870.500000 Penalty: 5181.208984
	Iteration 3F: 3 clusters Score -6890870 nChanged 2066
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17010 members 
Mstep: Class 2 contains 17396 members 
Entering Unmasked Estep 
Score: -6892102.000000 Penalty: 5181.208984
	Iteration 4F: 3 clusters Score -6892102 nChanged 2100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16744 members 
Mstep: Class 2 contains 17662 members 
Entering Unmasked Estep 
Score: -6893413.500000 Penalty: 5181.208984
	Iteration 5F: 3 clusters Score -6893414 nChanged 2169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16487 members 
Mstep: Class 2 contains 17919 members 
Entering Unmasked Estep 
Score: -6894987.000000 Penalty: 5181.208984
	Iteration 6F: 3 clusters Score -6894987 nChanged 2297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16218 members 
Mstep: Class 2 contains 18188 members 
Entering Unmasked Estep 
Score: -6896732.000000 Penalty: 5181.208984
	Iteration 7F: 3 clusters Score -6896732 nChanged 2085
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15947 members 
Mstep: Class 2 contains 18459 members 
Entering Unmasked Estep 
Score: -6898239.000000 Penalty: 5181.208984
	Iteration 8F: 3 clusters Score -6898239 nChanged 1666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15815 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -6899109.000000 Penalty: 5181.208984
	Iteration 9Q: 3 clusters Score -6899109 nChanged 1027
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15752 members 
Mstep: Class 2 contains 18654 members 
Entering Unmasked Estep 
Score: -6899478.500000 Penalty: 5181.208984
	Iteration 10Q: 3 clusters Score -6899478 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15758 members 
Mstep: Class 2 contains 18648 members 
Entering Unmasked Estep 
Score: -6899728.500000 Penalty: 5181.208984
	Iteration 11Q: 3 clusters Score -6899728 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15790 members 
Mstep: Class 2 contains 18616 members 
Entering Unmasked Estep 
Score: -6899888.500000 Penalty: 5181.208984
	Iteration 12Q: 3 clusters Score -6899888 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15843 members 
Mstep: Class 2 contains 18563 members 
Entering Unmasked Estep 
Score: -6899972.000000 Penalty: 5181.208984
	Iteration 13Q: 3 clusters Score -6899972 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15900 members 
Mstep: Class 2 contains 18506 members 
Entering Unmasked Estep 
Score: -6900055.000000 Penalty: 5181.208984
	Iteration 14Q: 3 clusters Score -6900055 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15976 members 
Mstep: Class 2 contains 18430 members 
Entering Unmasked Estep 
Score: -6900103.500000 Penalty: 5181.208984
	Iteration 15Q: 3 clusters Score -6900104 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16040 members 
Mstep: Class 2 contains 18366 members 
Entering Unmasked Estep 
Score: -6900141.500000 Penalty: 5181.208984
	Iteration 16Q: 3 clusters Score -6900142 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16111 members 
Mstep: Class 2 contains 18295 members 
Entering Unmasked Estep 
Score: -6900181.500000 Penalty: 5181.208984
	Iteration 17Q: 3 clusters Score -6900182 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16181 members 
Mstep: Class 2 contains 18225 members 
Entering Unmasked Estep 
Score: -6900191.500000 Penalty: 5181.208984
	Iteration 18Q: 3 clusters Score -6900192 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16247 members 
Mstep: Class 2 contains 18159 members 
Entering Unmasked Estep 
Score: -6900215.500000 Penalty: 5181.208984
	Iteration 19Q: 3 clusters Score -6900216 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16328 members 
Mstep: Class 2 contains 18078 members 
Entering Unmasked Estep 
Score: -6900227.500000 Penalty: 5181.208984
	Iteration 20F: 3 clusters Score -6900228 nChanged 109
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16383 members 
Mstep: Class 2 contains 18023 members 
Entering Unmasked Estep 
Score: -6900240.000000 Penalty: 5181.208984
	Iteration 21Q: 3 clusters Score -6900240 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Mstep: Class 2 contains 17964 members 
Entering Unmasked Estep 
Score: -6900258.000000 Penalty: 5181.208984
	Iteration 22Q: 3 clusters Score -6900258 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16478 members 
Mstep: Class 2 contains 17928 members 
Entering Unmasked Estep 
Score: -6900266.500000 Penalty: 5181.208984
	Iteration 23Q: 3 clusters Score -6900266 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16533 members 
Mstep: Class 2 contains 17873 members 
Entering Unmasked Estep 
Score: -6900292.500000 Penalty: 5181.208984
	Iteration 24Q: 3 clusters Score -6900292 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16558 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -6900287.000000 Penalty: 5181.208984
	Iteration 25Q: 3 clusters Score -6900287 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16579 members 
Mstep: Class 2 contains 17827 members 
Entering Unmasked Estep 
Score: -6900288.500000 Penalty: 5181.208984
	Iteration 26Q: 3 clusters Score -6900288 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16593 members 
Mstep: Class 2 contains 17813 members 
Entering Unmasked Estep 
Score: -6900282.500000 Penalty: 5181.208984
	Iteration 27Q: 3 clusters Score -6900282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16603 members 
Mstep: Class 2 contains 17803 members 
Entering Unmasked Estep 
Score: -6900285.000000 Penalty: 5181.208984
	Iteration 28Q: 3 clusters Score -6900285 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16611 members 
Mstep: Class 2 contains 17795 members 
Entering Unmasked Estep 
Score: -6900275.000000 Penalty: 5181.208984
	Iteration 29Q: 3 clusters Score -6900275 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16626 members 
Mstep: Class 2 contains 17780 members 
Entering Unmasked Estep 
Score: -6900274.000000 Penalty: 5181.208984
	Iteration 30Q: 3 clusters Score -6900274 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16643 members 
Mstep: Class 2 contains 17763 members 
Entering Unmasked Estep 
Score: -6900276.000000 Penalty: 5181.208984
	Iteration 31Q: 3 clusters Score -6900276 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16661 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -6900274.500000 Penalty: 5181.208984
	Iteration 32Q: 3 clusters Score -6900274 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16674 members 
Mstep: Class 2 contains 17732 members 
Entering Unmasked Estep 
Score: -6900277.500000 Penalty: 5181.208984
	Iteration 33Q: 3 clusters Score -6900278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16684 members 
Mstep: Class 2 contains 17722 members 
Entering Unmasked Estep 
Score: -6900276.000000 Penalty: 5181.208984
	Iteration 34Q: 3 clusters Score -6900276 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16694 members 
Mstep: Class 2 contains 17712 members 
Entering Unmasked Estep 
Score: -6900284.000000 Penalty: 5181.208984
	Iteration 35Q: 3 clusters Score -6900284 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16710 members 
Mstep: Class 2 contains 17696 members 
Entering Unmasked Estep 
Score: -6900277.500000 Penalty: 5181.208984
	Iteration 36Q: 3 clusters Score -6900278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16718 members 
Mstep: Class 2 contains 17688 members 
Entering Unmasked Estep 
Score: -6900273.500000 Penalty: 5181.208984
	Iteration 37Q: 3 clusters Score -6900274 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16727 members 
Mstep: Class 2 contains 17679 members 
Entering Unmasked Estep 
Score: -6900267.000000 Penalty: 5181.208984
	Iteration 38Q: 3 clusters Score -6900267 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16726 members 
Mstep: Class 2 contains 17680 members 
Entering Unmasked Estep 
Score: -6900277.000000 Penalty: 5181.208984
	Iteration 39Q: 3 clusters Score -6900277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16728 members 
Mstep: Class 2 contains 17678 members 
Entering Unmasked Estep 
Score: -6900271.500000 Penalty: 5181.208984
	Iteration 40F: 3 clusters Score -6900272 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -6900279.500000 Penalty: 5181.208984
	Iteration 41Q: 3 clusters Score -6900280 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -6900274.500000 Penalty: 5181.208984
	Iteration 42Q: 3 clusters Score -6900274 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16732 members 
Mstep: Class 2 contains 17674 members 
Entering Unmasked Estep 
Score: -6900281.000000 Penalty: 5181.208984
	Iteration 43Q: 3 clusters Score -6900281 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16733 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -6900275.000000 Penalty: 5181.208984
	Iteration 44Q: 3 clusters Score -6900275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16737 members 
Mstep: Class 2 contains 17669 members 
Entering Unmasked Estep 
Score: -6900272.000000 Penalty: 5181.208984
	Iteration 45Q: 3 clusters Score -6900272 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -6900277.000000 Penalty: 5181.208984
	Iteration 46Q: 3 clusters Score -6900277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16738 members 
Mstep: Class 2 contains 17668 members 
Entering Unmasked Estep 
Score: -6900277.000000 Penalty: 5181.208984
	Iteration 47F: 3 clusters Score -6900277 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 32603 members 
Mstep: Class 4 contains 45772 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41999 members 
Mstep: Class 8 contains 45593 members 
Mstep: Class 9 contains 46423 members 
Mstep: Class 10 contains 16687 members 
Mstep: Class 11 contains 27667 members 
Mstep: Class 12 contains 60628 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 9594 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43694 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 5679 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28239 members 
Mstep: Class 22 contains 41639 members 
Mstep: Class 23 contains 26942 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 6870 members 
Mstep: Class 26 contains 41716 members 
Mstep: Class 27 contains 54218 members 
Mstep: Class 28 contains 45503 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8765 members 
Mstep: Class 31 contains 55134 members 
Mstep: Class 32 contains 26392 members 
Mstep: Class 33 contains 42388 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1718 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46735 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 16738 members 
Mstep: Class 40 contains 43501 members 
Mstep: Class 41 contains 20601 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25586 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45901 members 
Mstep: Class 47 contains 19927 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11135 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27276 members 
Mstep: Class 53 contains 17668 members 
Entering Unmasked Estep 
Score: -207968864.000000 Penalty: 183036.406250
Splitting cluster 39 changes total score from -207965536.000000 to -207968864.000000
So it's getting split into cluster 53.
Entering ConstructFrom: 
Trying to split cluster 40 (43501 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43501 members 
Entering Unmasked Estep 
Score: -8681311.000000 Penalty: 2648.773682
	Iteration 0F: 2 clusters Score -8681311 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21679 members 
Mstep: Class 2 contains 21822 members 
Entering Unmasked Estep 
Score: -8661141.000000 Penalty: 5297.547363
	Iteration 0F: 3 clusters Score -8661141 nChanged 20020
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21159 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -8672319.000000 Penalty: 5297.547363
	Iteration 1F: 3 clusters Score -8672319 nChanged 2081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20942 members 
Mstep: Class 2 contains 22559 members 
Entering Unmasked Estep 
Score: -8672977.000000 Penalty: 5297.547363
	Iteration 2Q: 3 clusters Score -8672977 nChanged 1912
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 22845 members 
Entering Unmasked Estep 
Score: -8673501.000000 Penalty: 5297.547363
	Iteration 3Q: 3 clusters Score -8673501 nChanged 1908
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20348 members 
Mstep: Class 2 contains 23153 members 
Entering Unmasked Estep 
Score: -8674224.000000 Penalty: 5297.547363
	Iteration 4Q: 3 clusters Score -8674224 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20002 members 
Mstep: Class 2 contains 23499 members 
Entering Unmasked Estep 
Score: -8675089.000000 Penalty: 5297.547363
	Iteration 5Q: 3 clusters Score -8675089 nChanged 2161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19717 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8676204.000000 Penalty: 5297.547363
	Iteration 6Q: 3 clusters Score -8676204 nChanged 2369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19500 members 
Mstep: Class 2 contains 24001 members 
Entering Unmasked Estep 
Score: -8677771.000000 Penalty: 5297.547363
	Iteration 7F: 3 clusters Score -8677771 nChanged 2721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 23994 members 
Entering Unmasked Estep 
Score: -8679786.000000 Penalty: 5297.547363
	Iteration 8F: 3 clusters Score -8679786 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19743 members 
Mstep: Class 2 contains 23758 members 
Entering Unmasked Estep 
Score: -8681724.000000 Penalty: 5297.547363
	Iteration 9F: 3 clusters Score -8681724 nChanged 2209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20114 members 
Mstep: Class 2 contains 23387 members 
Entering Unmasked Estep 
Score: -8682835.000000 Penalty: 5297.547363
	Iteration 10F: 3 clusters Score -8682835 nChanged 1435
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20405 members 
Mstep: Class 2 contains 23096 members 
Entering Unmasked Estep 
Score: -8683347.000000 Penalty: 5297.547363
	Iteration 11Q: 3 clusters Score -8683347 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20679 members 
Mstep: Class 2 contains 22822 members 
Entering Unmasked Estep 
Score: -8683718.000000 Penalty: 5297.547363
	Iteration 12Q: 3 clusters Score -8683718 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20973 members 
Mstep: Class 2 contains 22528 members 
Entering Unmasked Estep 
Score: -8684051.000000 Penalty: 5297.547363
	Iteration 13Q: 3 clusters Score -8684051 nChanged 776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21209 members 
Mstep: Class 2 contains 22292 members 
Entering Unmasked Estep 
Score: -8684382.000000 Penalty: 5297.547363
	Iteration 14Q: 3 clusters Score -8684382 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21469 members 
Mstep: Class 2 contains 22032 members 
Entering Unmasked Estep 
Score: -8684721.000000 Penalty: 5297.547363
	Iteration 15Q: 3 clusters Score -8684721 nChanged 717
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21622 members 
Mstep: Class 2 contains 21879 members 
Entering Unmasked Estep 
Score: -8685053.000000 Penalty: 5297.547363
	Iteration 16Q: 3 clusters Score -8685053 nChanged 692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21758 members 
Mstep: Class 2 contains 21743 members 
Entering Unmasked Estep 
Score: -8685290.000000 Penalty: 5297.547363
	Iteration 17Q: 3 clusters Score -8685290 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -8685552.000000 Penalty: 5297.547363
	Iteration 18Q: 3 clusters Score -8685552 nChanged 616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21884 members 
Mstep: Class 2 contains 21617 members 
Entering Unmasked Estep 
Score: -8685759.000000 Penalty: 5297.547363
	Iteration 19Q: 3 clusters Score -8685759 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21903 members 
Mstep: Class 2 contains 21598 members 
Entering Unmasked Estep 
Score: -8685915.000000 Penalty: 5297.547363
	Iteration 20F: 3 clusters Score -8685915 nChanged 482
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21873 members 
Mstep: Class 2 contains 21628 members 
Entering Unmasked Estep 
Score: -8686043.000000 Penalty: 5297.547363
	Iteration 21Q: 3 clusters Score -8686043 nChanged 365
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21844 members 
Mstep: Class 2 contains 21657 members 
Entering Unmasked Estep 
Score: -8686124.000000 Penalty: 5297.547363
	Iteration 22Q: 3 clusters Score -8686124 nChanged 305
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21811 members 
Mstep: Class 2 contains 21690 members 
Entering Unmasked Estep 
Score: -8686211.000000 Penalty: 5297.547363
	Iteration 23Q: 3 clusters Score -8686211 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21737 members 
Mstep: Class 2 contains 21764 members 
Entering Unmasked Estep 
Score: -8686248.000000 Penalty: 5297.547363
	Iteration 24Q: 3 clusters Score -8686248 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21639 members 
Mstep: Class 2 contains 21862 members 
Entering Unmasked Estep 
Score: -8686291.000000 Penalty: 5297.547363
	Iteration 25Q: 3 clusters Score -8686291 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 21928 members 
Entering Unmasked Estep 
Score: -8686316.000000 Penalty: 5297.547363
	Iteration 26Q: 3 clusters Score -8686316 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21505 members 
Mstep: Class 2 contains 21996 members 
Entering Unmasked Estep 
Score: -8686340.000000 Penalty: 5297.547363
	Iteration 27Q: 3 clusters Score -8686340 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21411 members 
Mstep: Class 2 contains 22090 members 
Entering Unmasked Estep 
Score: -8686372.000000 Penalty: 5297.547363
	Iteration 28Q: 3 clusters Score -8686372 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 22158 members 
Entering Unmasked Estep 
Score: -8686366.000000 Penalty: 5297.547363
	Iteration 29Q: 3 clusters Score -8686366 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21292 members 
Mstep: Class 2 contains 22209 members 
Entering Unmasked Estep 
Score: -8686351.000000 Penalty: 5297.547363
	Iteration 30Q: 3 clusters Score -8686351 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21257 members 
Mstep: Class 2 contains 22244 members 
Entering Unmasked Estep 
Score: -8686375.000000 Penalty: 5297.547363
	Iteration 31Q: 3 clusters Score -8686375 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21225 members 
Mstep: Class 2 contains 22276 members 
Entering Unmasked Estep 
Score: -8686393.000000 Penalty: 5297.547363
	Iteration 32Q: 3 clusters Score -8686393 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21191 members 
Mstep: Class 2 contains 22310 members 
Entering Unmasked Estep 
Score: -8686374.000000 Penalty: 5297.547363
	Iteration 33Q: 3 clusters Score -8686374 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21161 members 
Mstep: Class 2 contains 22340 members 
Entering Unmasked Estep 
Score: -8686373.000000 Penalty: 5297.547363
	Iteration 34Q: 3 clusters Score -8686373 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21140 members 
Mstep: Class 2 contains 22361 members 
Entering Unmasked Estep 
Score: -8686382.000000 Penalty: 5297.547363
	Iteration 35Q: 3 clusters Score -8686382 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21136 members 
Mstep: Class 2 contains 22365 members 
Entering Unmasked Estep 
Score: -8686384.000000 Penalty: 5297.547363
	Iteration 36Q: 3 clusters Score -8686384 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21118 members 
Mstep: Class 2 contains 22383 members 
Entering Unmasked Estep 
Score: -8686390.000000 Penalty: 5297.547363
	Iteration 37Q: 3 clusters Score -8686390 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21110 members 
Mstep: Class 2 contains 22391 members 
Entering Unmasked Estep 
Score: -8686392.000000 Penalty: 5297.547363
	Iteration 38Q: 3 clusters Score -8686392 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 22401 members 
Entering Unmasked Estep 
Score: -8686399.000000 Penalty: 5297.547363
	Iteration 39Q: 3 clusters Score -8686399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 22402 members 
Entering Unmasked Estep 
Score: -8686392.000000 Penalty: 5297.547363
	Iteration 40F: 3 clusters Score -8686392 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -8686390.000000 Penalty: 5297.547363
	Iteration 41Q: 3 clusters Score -8686390 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21091 members 
Mstep: Class 2 contains 22410 members 
Entering Unmasked Estep 
Score: -8686387.000000 Penalty: 5297.547363
	Iteration 42Q: 3 clusters Score -8686387 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21086 members 
Mstep: Class 2 contains 22415 members 
Entering Unmasked Estep 
Score: -8686403.000000 Penalty: 5297.547363
	Iteration 43Q: 3 clusters Score -8686403 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21077 members 
Mstep: Class 2 contains 22424 members 
Entering Unmasked Estep 
Score: -8686395.000000 Penalty: 5297.547363
	Iteration 44Q: 3 clusters Score -8686395 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21072 members 
Mstep: Class 2 contains 22429 members 
Entering Unmasked Estep 
Score: -8686394.000000 Penalty: 5297.547363
	Iteration 45Q: 3 clusters Score -8686394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21068 members 
Mstep: Class 2 contains 22433 members 
Entering Unmasked Estep 
Score: -8686396.000000 Penalty: 5297.547363
	Iteration 46Q: 3 clusters Score -8686396 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21064 members 
Mstep: Class 2 contains 22437 members 
Entering Unmasked Estep 
Score: -8686400.000000 Penalty: 5297.547363
	Iteration 47Q: 3 clusters Score -8686400 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21058 members 
Mstep: Class 2 contains 22443 members 
Entering Unmasked Estep 
Score: -8686410.000000 Penalty: 5297.547363
	Iteration 48Q: 3 clusters Score -8686410 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21053 members 
Mstep: Class 2 contains 22448 members 
Entering Unmasked Estep 
Score: -8686393.000000 Penalty: 5297.547363
	Iteration 49Q: 3 clusters Score -8686393 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21046 members 
Mstep: Class 2 contains 22455 members 
Entering Unmasked Estep 
Score: -8686396.000000 Penalty: 5297.547363
	Iteration 50Q: 3 clusters Score -8686396 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21034 members 
Mstep: Class 2 contains 22467 members 
Entering Unmasked Estep 
Score: -8686406.000000 Penalty: 5297.547363
	Iteration 51Q: 3 clusters Score -8686406 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21021 members 
Mstep: Class 2 contains 22480 members 
Entering Unmasked Estep 
Score: -8686406.000000 Penalty: 5297.547363
	Iteration 52Q: 3 clusters Score -8686406 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21011 members 
Mstep: Class 2 contains 22490 members 
Entering Unmasked Estep 
Score: -8686405.000000 Penalty: 5297.547363
	Iteration 53Q: 3 clusters Score -8686405 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20995 members 
Mstep: Class 2 contains 22506 members 
Entering Unmasked Estep 
Score: -8686406.000000 Penalty: 5297.547363
	Iteration 54Q: 3 clusters Score -8686406 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20990 members 
Mstep: Class 2 contains 22511 members 
Entering Unmasked Estep 
Score: -8686408.000000 Penalty: 5297.547363
	Iteration 55Q: 3 clusters Score -8686408 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20988 members 
Mstep: Class 2 contains 22513 members 
Entering Unmasked Estep 
Score: -8686402.000000 Penalty: 5297.547363
	Iteration 56Q: 3 clusters Score -8686402 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20981 members 
Mstep: Class 2 contains 22520 members 
Entering Unmasked Estep 
Score: -8686402.000000 Penalty: 5297.547363
	Iteration 57Q: 3 clusters Score -8686402 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20978 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8686398.000000 Penalty: 5297.547363
	Iteration 58Q: 3 clusters Score -8686398 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20966 members 
Mstep: Class 2 contains 22535 members 
Entering Unmasked Estep 
Score: -8686394.000000 Penalty: 5297.547363
	Iteration 59Q: 3 clusters Score -8686394 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20954 members 
Mstep: Class 2 contains 22547 members 
Entering Unmasked Estep 
Score: -8686406.000000 Penalty: 5297.547363
	Iteration 60F: 3 clusters Score -8686406 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20940 members 
Mstep: Class 2 contains 22561 members 
Entering Unmasked Estep 
Score: -8686404.000000 Penalty: 5297.547363
	Iteration 61Q: 3 clusters Score -8686404 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20929 members 
Mstep: Class 2 contains 22572 members 
Entering Unmasked Estep 
Score: -8686394.000000 Penalty: 5297.547363
	Iteration 62Q: 3 clusters Score -8686394 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20918 members 
Mstep: Class 2 contains 22583 members 
Entering Unmasked Estep 
Score: -8686400.000000 Penalty: 5297.547363
	Iteration 63Q: 3 clusters Score -8686400 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20906 members 
Mstep: Class 2 contains 22595 members 
Entering Unmasked Estep 
Score: -8686408.000000 Penalty: 5297.547363
	Iteration 64Q: 3 clusters Score -8686408 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20892 members 
Mstep: Class 2 contains 22609 members 
Entering Unmasked Estep 
Score: -8686396.000000 Penalty: 5297.547363
	Iteration 65Q: 3 clusters Score -8686396 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20879 members 
Mstep: Class 2 contains 22622 members 
Entering Unmasked Estep 
Score: -8686393.000000 Penalty: 5297.547363
	Iteration 66Q: 3 clusters Score -8686393 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20868 members 
Mstep: Class 2 contains 22633 members 
Entering Unmasked Estep 
Score: -8686392.000000 Penalty: 5297.547363
	Iteration 67Q: 3 clusters Score -8686392 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20862 members 
Mstep: Class 2 contains 22639 members 
Entering Unmasked Estep 
Score: -8686383.000000 Penalty: 5297.547363
	Iteration 68Q: 3 clusters Score -8686383 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20851 members 
Mstep: Class 2 contains 22650 members 
Entering Unmasked Estep 
Score: -8686399.000000 Penalty: 5297.547363
	Iteration 69Q: 3 clusters Score -8686399 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20840 members 
Mstep: Class 2 contains 22661 members 
Entering Unmasked Estep 
Score: -8686414.000000 Penalty: 5297.547363
	Iteration 70Q: 3 clusters Score -8686414 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20824 members 
Mstep: Class 2 contains 22677 members 
Entering Unmasked Estep 
Score: -8686410.000000 Penalty: 5297.547363
	Iteration 71Q: 3 clusters Score -8686410 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20808 members 
Mstep: Class 2 contains 22693 members 
Entering Unmasked Estep 
Score: -8686394.000000 Penalty: 5297.547363
	Iteration 72Q: 3 clusters Score -8686394 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20793 members 
Mstep: Class 2 contains 22708 members 
Entering Unmasked Estep 
Score: -8686408.000000 Penalty: 5297.547363
	Iteration 73Q: 3 clusters Score -8686408 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20774 members 
Mstep: Class 2 contains 22727 members 
Entering Unmasked Estep 
Score: -8686403.000000 Penalty: 5297.547363
	Iteration 74Q: 3 clusters Score -8686403 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20759 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -8686397.000000 Penalty: 5297.547363
	Iteration 75Q: 3 clusters Score -8686397 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20749 members 
Mstep: Class 2 contains 22752 members 
Entering Unmasked Estep 
Score: -8686389.000000 Penalty: 5297.547363
	Iteration 76Q: 3 clusters Score -8686389 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20738 members 
Mstep: Class 2 contains 22763 members 
Entering Unmasked Estep 
Score: -8686394.000000 Penalty: 5297.547363
	Iteration 77Q: 3 clusters Score -8686394 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20728 members 
Mstep: Class 2 contains 22773 members 
Entering Unmasked Estep 
Score: -8686403.000000 Penalty: 5297.547363
	Iteration 78Q: 3 clusters Score -8686403 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20713 members 
Mstep: Class 2 contains 22788 members 
Entering Unmasked Estep 
Score: -8686385.000000 Penalty: 5297.547363
	Iteration 79Q: 3 clusters Score -8686385 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20707 members 
Mstep: Class 2 contains 22794 members 
Entering Unmasked Estep 
Score: -8686386.000000 Penalty: 5297.547363
	Iteration 80F: 3 clusters Score -8686386 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -8686380.000000 Penalty: 5297.547363
	Iteration 81Q: 3 clusters Score -8686380 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20697 members 
Mstep: Class 2 contains 22804 members 
Entering Unmasked Estep 
Score: -8686385.000000 Penalty: 5297.547363
	Iteration 82Q: 3 clusters Score -8686385 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20695 members 
Mstep: Class 2 contains 22806 members 
Entering Unmasked Estep 
Score: -8686385.000000 Penalty: 5297.547363
	Iteration 83Q: 3 clusters Score -8686385 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20694 members 
Mstep: Class 2 contains 22807 members 
Entering Unmasked Estep 
Score: -8686384.000000 Penalty: 5297.547363
	Iteration 84Q: 3 clusters Score -8686384 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -8686380.000000 Penalty: 5297.547363
	Iteration 85Q: 3 clusters Score -8686380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20693 members 
Mstep: Class 2 contains 22808 members 
Entering Unmasked Estep 
Score: -8686380.000000 Penalty: 5297.547363
	Iteration 86F: 3 clusters Score -8686380 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 32603 members 
Mstep: Class 4 contains 45772 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41999 members 
Mstep: Class 8 contains 45593 members 
Mstep: Class 9 contains 46423 members 
Mstep: Class 10 contains 16687 members 
Mstep: Class 11 contains 27667 members 
Mstep: Class 12 contains 60628 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 9594 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43694 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 5679 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28239 members 
Mstep: Class 22 contains 41639 members 
Mstep: Class 23 contains 26942 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 6870 members 
Mstep: Class 26 contains 41716 members 
Mstep: Class 27 contains 54218 members 
Mstep: Class 28 contains 45503 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8765 members 
Mstep: Class 31 contains 55134 members 
Mstep: Class 32 contains 26392 members 
Mstep: Class 33 contains 42388 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1718 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46735 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 16738 members 
Mstep: Class 40 contains 20693 members 
Mstep: Class 41 contains 20601 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25586 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45901 members 
Mstep: Class 47 contains 19927 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11135 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27276 members 
Mstep: Class 53 contains 17668 members 
Mstep: Class 54 contains 22808 members 
Entering Unmasked Estep 
Score: -207976800.000000 Penalty: 186489.921875
Splitting cluster 40 changes total score from -207965536.000000 to -207976800.000000
So it's getting split into cluster 54.
Entering ConstructFrom: 
Trying to split cluster 41 (20601 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20601 members 
Entering Unmasked Estep 
Score: -3802452.250000 Penalty: 2463.407471
	Iteration 0F: 2 clusters Score -3802452 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10313 members 
Mstep: Class 2 contains 10288 members 
Entering Unmasked Estep 
Score: -3787910.000000 Penalty: 4926.814941
	Iteration 0F: 3 clusters Score -3787910 nChanged 9098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10291 members 
Mstep: Class 2 contains 10310 members 
Entering Unmasked Estep 
Score: -3792851.500000 Penalty: 4926.814941
	Iteration 1F: 3 clusters Score -3792852 nChanged 1148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10297 members 
Mstep: Class 2 contains 10304 members 
Entering Unmasked Estep 
Score: -3793411.250000 Penalty: 4926.814941
	Iteration 2F: 3 clusters Score -3793411 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10235 members 
Mstep: Class 2 contains 10366 members 
Entering Unmasked Estep 
Score: -3794033.000000 Penalty: 4926.814941
	Iteration 3F: 3 clusters Score -3794033 nChanged 1087
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10052 members 
Mstep: Class 2 contains 10549 members 
Entering Unmasked Estep 
Score: -3794593.750000 Penalty: 4926.814941
	Iteration 4F: 3 clusters Score -3794594 nChanged 1061
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9797 members 
Mstep: Class 2 contains 10804 members 
Entering Unmasked Estep 
Score: -3795129.000000 Penalty: 4926.814941
	Iteration 5F: 3 clusters Score -3795129 nChanged 1003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9440 members 
Mstep: Class 2 contains 11161 members 
Entering Unmasked Estep 
Score: -3795581.750000 Penalty: 4926.814941
	Iteration 6Q: 3 clusters Score -3795582 nChanged 881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 11554 members 
Entering Unmasked Estep 
Score: -3795957.000000 Penalty: 4926.814941
	Iteration 7Q: 3 clusters Score -3795957 nChanged 831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8600 members 
Mstep: Class 2 contains 12001 members 
Entering Unmasked Estep 
Score: -3796281.250000 Penalty: 4926.814941
	Iteration 8Q: 3 clusters Score -3796281 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8101 members 
Mstep: Class 2 contains 12500 members 
Entering Unmasked Estep 
Score: -3796598.500000 Penalty: 4926.814941
	Iteration 9Q: 3 clusters Score -3796598 nChanged 670
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7595 members 
Mstep: Class 2 contains 13006 members 
Entering Unmasked Estep 
Score: -3796891.750000 Penalty: 4926.814941
	Iteration 10Q: 3 clusters Score -3796892 nChanged 672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7039 members 
Mstep: Class 2 contains 13562 members 
Entering Unmasked Estep 
Score: -3797224.750000 Penalty: 4926.814941
	Iteration 11Q: 3 clusters Score -3797225 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6462 members 
Mstep: Class 2 contains 14139 members 
Entering Unmasked Estep 
Score: -3797541.000000 Penalty: 4926.814941
	Iteration 12Q: 3 clusters Score -3797541 nChanged 613
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5903 members 
Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
Score: -3797868.500000 Penalty: 4926.814941
	Iteration 13Q: 3 clusters Score -3797868 nChanged 532
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5411 members 
Mstep: Class 2 contains 15190 members 
Entering Unmasked Estep 
Score: -3798157.000000 Penalty: 4926.814941
	Iteration 14Q: 3 clusters Score -3798157 nChanged 511
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4936 members 
Mstep: Class 2 contains 15665 members 
Entering Unmasked Estep 
Score: -3798432.000000 Penalty: 4926.814941
	Iteration 15Q: 3 clusters Score -3798432 nChanged 508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4440 members 
Mstep: Class 2 contains 16161 members 
Entering Unmasked Estep 
Score: -3798756.250000 Penalty: 4926.814941
	Iteration 16Q: 3 clusters Score -3798756 nChanged 512
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3942 members 
Mstep: Class 2 contains 16659 members 
Entering Unmasked Estep 
Score: -3799081.000000 Penalty: 4926.814941
	Iteration 17Q: 3 clusters Score -3799081 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3502 members 
Mstep: Class 2 contains 17099 members 
Entering Unmasked Estep 
Score: -3799408.750000 Penalty: 4926.814941
	Iteration 18Q: 3 clusters Score -3799409 nChanged 381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3125 members 
Mstep: Class 2 contains 17476 members 
Entering Unmasked Estep 
Score: -3799774.000000 Penalty: 4926.814941
	Iteration 19Q: 3 clusters Score -3799774 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2776 members 
Mstep: Class 2 contains 17825 members 
Entering Unmasked Estep 
Score: -3800233.500000 Penalty: 4926.814941
	Iteration 20F: 3 clusters Score -3800234 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2536 members 
Mstep: Class 2 contains 18065 members 
Entering Unmasked Estep 
Score: -3800452.000000 Penalty: 4926.814941
	Iteration 21Q: 3 clusters Score -3800452 nChanged 207
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2329 members 
Mstep: Class 2 contains 18272 members 
Entering Unmasked Estep 
Score: -3800571.750000 Penalty: 4926.814941
	Iteration 22Q: 3 clusters Score -3800572 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2179 members 
Mstep: Class 2 contains 18422 members 
Entering Unmasked Estep 
Score: -3800642.500000 Penalty: 4926.814941
	Iteration 23Q: 3 clusters Score -3800642 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2062 members 
Mstep: Class 2 contains 18539 members 
Entering Unmasked Estep 
Score: -3800700.500000 Penalty: 4926.814941
	Iteration 24Q: 3 clusters Score -3800700 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1990 members 
Mstep: Class 2 contains 18611 members 
Entering Unmasked Estep 
Score: -3800729.000000 Penalty: 4926.814941
	Iteration 25Q: 3 clusters Score -3800729 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1928 members 
Mstep: Class 2 contains 18673 members 
Entering Unmasked Estep 
Score: -3800738.500000 Penalty: 4926.814941
	Iteration 26Q: 3 clusters Score -3800738 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1880 members 
Mstep: Class 2 contains 18721 members 
Entering Unmasked Estep 
Score: -3800756.750000 Penalty: 4926.814941
	Iteration 27Q: 3 clusters Score -3800757 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1839 members 
Mstep: Class 2 contains 18762 members 
Entering Unmasked Estep 
Score: -3800767.000000 Penalty: 4926.814941
	Iteration 28Q: 3 clusters Score -3800767 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1802 members 
Mstep: Class 2 contains 18799 members 
Entering Unmasked Estep 
Score: -3800777.750000 Penalty: 4926.814941
	Iteration 29Q: 3 clusters Score -3800778 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1767 members 
Mstep: Class 2 contains 18834 members 
Entering Unmasked Estep 
Score: -3800795.750000 Penalty: 4926.814941
	Iteration 30Q: 3 clusters Score -3800796 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1734 members 
Mstep: Class 2 contains 18867 members 
Entering Unmasked Estep 
Score: -3800807.000000 Penalty: 4926.814941
	Iteration 31Q: 3 clusters Score -3800807 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1706 members 
Mstep: Class 2 contains 18895 members 
Entering Unmasked Estep 
Score: -3800816.250000 Penalty: 4926.814941
	Iteration 32Q: 3 clusters Score -3800816 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1675 members 
Mstep: Class 2 contains 18926 members 
Entering Unmasked Estep 
Score: -3800825.500000 Penalty: 4926.814941
	Iteration 33Q: 3 clusters Score -3800826 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1650 members 
Mstep: Class 2 contains 18951 members 
Entering Unmasked Estep 
Score: -3800838.000000 Penalty: 4926.814941
	Iteration 34Q: 3 clusters Score -3800838 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1630 members 
Mstep: Class 2 contains 18971 members 
Entering Unmasked Estep 
Score: -3800839.500000 Penalty: 4926.814941
	Iteration 35Q: 3 clusters Score -3800840 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1612 members 
Mstep: Class 2 contains 18989 members 
Entering Unmasked Estep 
Score: -3800849.250000 Penalty: 4926.814941
	Iteration 36Q: 3 clusters Score -3800849 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1596 members 
Mstep: Class 2 contains 19005 members 
Entering Unmasked Estep 
Score: -3800857.250000 Penalty: 4926.814941
	Iteration 37Q: 3 clusters Score -3800857 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1586 members 
Mstep: Class 2 contains 19015 members 
Entering Unmasked Estep 
Score: -3800863.000000 Penalty: 4926.814941
	Iteration 38Q: 3 clusters Score -3800863 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1571 members 
Mstep: Class 2 contains 19030 members 
Entering Unmasked Estep 
Score: -3800858.250000 Penalty: 4926.814941
	Iteration 39Q: 3 clusters Score -3800858 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1561 members 
Mstep: Class 2 contains 19040 members 
Entering Unmasked Estep 
Score: -3800857.250000 Penalty: 4926.814941
	Iteration 40F: 3 clusters Score -3800857 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1554 members 
Mstep: Class 2 contains 19047 members 
Entering Unmasked Estep 
Score: -3800854.750000 Penalty: 4926.814941
	Iteration 41Q: 3 clusters Score -3800855 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1549 members 
Mstep: Class 2 contains 19052 members 
Entering Unmasked Estep 
Score: -3800855.750000 Penalty: 4926.814941
	Iteration 42Q: 3 clusters Score -3800856 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1544 members 
Mstep: Class 2 contains 19057 members 
Entering Unmasked Estep 
Score: -3800859.250000 Penalty: 4926.814941
	Iteration 43Q: 3 clusters Score -3800859 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1540 members 
Mstep: Class 2 contains 19061 members 
Entering Unmasked Estep 
Score: -3800862.750000 Penalty: 4926.814941
	Iteration 44Q: 3 clusters Score -3800863 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1534 members 
Mstep: Class 2 contains 19067 members 
Entering Unmasked Estep 
Score: -3800861.250000 Penalty: 4926.814941
	Iteration 45Q: 3 clusters Score -3800861 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1529 members 
Mstep: Class 2 contains 19072 members 
Entering Unmasked Estep 
Score: -3800860.000000 Penalty: 4926.814941
	Iteration 46Q: 3 clusters Score -3800860 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1525 members 
Mstep: Class 2 contains 19076 members 
Entering Unmasked Estep 
Score: -3800861.000000 Penalty: 4926.814941
	Iteration 47Q: 3 clusters Score -3800861 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 19077 members 
Entering Unmasked Estep 
Score: -3800858.500000 Penalty: 4926.814941
	Iteration 48Q: 3 clusters Score -3800858 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1523 members 
Mstep: Class 2 contains 19078 members 
Entering Unmasked Estep 
Score: -3800859.750000 Penalty: 4926.814941
	Iteration 49Q: 3 clusters Score -3800860 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1522 members 
Mstep: Class 2 contains 19079 members 
Entering Unmasked Estep 
Score: -3800861.500000 Penalty: 4926.814941
	Iteration 50Q: 3 clusters Score -3800862 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1520 members 
Mstep: Class 2 contains 19081 members 
Entering Unmasked Estep 
Score: -3800859.000000 Penalty: 4926.814941
	Iteration 51Q: 3 clusters Score -3800859 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3800859.000000 Penalty: 4926.814941
	Iteration 52Q: 3 clusters Score -3800859 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 19082 members 
Entering Unmasked Estep 
Score: -3800859.000000 Penalty: 4926.814941
	Iteration 53F: 3 clusters Score -3800859 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -11794.523438 Penalty: 1172.392212
	Iteration 0F: 2 clusters Score -11794.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59 members 
Mstep: Class 2 contains 54 members 
Entering Unmasked Estep 
Score: -11202.654297 Penalty: 2344.784424
	Iteration 0F: 3 clusters Score -11202.65 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48 members 
Mstep: Class 2 contains 65 members 
Entering Unmasked Estep 
Score: -11299.256836 Penalty: 2344.784424
	Iteration 1F: 3 clusters Score -11299.26 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11305.964844 Penalty: 2344.784424
	Iteration 2Q: 3 clusters Score -11305.96 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -11305.964844 Penalty: 2344.784424
	Iteration 3F: 3 clusters Score -11305.96 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25586 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25586 members 
Entering Unmasked Estep 
Score: -4886587.000000 Penalty: 2517.150391
	Iteration 0F: 2 clusters Score -4886587 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12794 members 
Mstep: Class 2 contains 12792 members 
Entering Unmasked Estep 
Score: -4868905.000000 Penalty: 5034.300781
	Iteration 0F: 3 clusters Score -4868905 nChanged 11438
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12960 members 
Mstep: Class 2 contains 12626 members 
Entering Unmasked Estep 
Score: -4874917.000000 Penalty: 5034.300781
	Iteration 1F: 3 clusters Score -4874917 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13037 members 
Mstep: Class 2 contains 12549 members 
Entering Unmasked Estep 
Score: -4875272.500000 Penalty: 5034.300781
	Iteration 2Q: 3 clusters Score -4875272 nChanged 1014
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13125 members 
Mstep: Class 2 contains 12461 members 
Entering Unmasked Estep 
Score: -4875526.500000 Penalty: 5034.300781
	Iteration 3Q: 3 clusters Score -4875526 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13235 members 
Mstep: Class 2 contains 12351 members 
Entering Unmasked Estep 
Score: -4875768.000000 Penalty: 5034.300781
	Iteration 4Q: 3 clusters Score -4875768 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13396 members 
Mstep: Class 2 contains 12190 members 
Entering Unmasked Estep 
Score: -4875937.500000 Penalty: 5034.300781
	Iteration 5Q: 3 clusters Score -4875938 nChanged 659
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13633 members 
Mstep: Class 2 contains 11953 members 
Entering Unmasked Estep 
Score: -4876091.500000 Penalty: 5034.300781
	Iteration 6Q: 3 clusters Score -4876092 nChanged 584
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13909 members 
Mstep: Class 2 contains 11677 members 
Entering Unmasked Estep 
Score: -4876222.000000 Penalty: 5034.300781
	Iteration 7Q: 3 clusters Score -4876222 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14267 members 
Mstep: Class 2 contains 11319 members 
Entering Unmasked Estep 
Score: -4876374.500000 Penalty: 5034.300781
	Iteration 8Q: 3 clusters Score -4876374 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14737 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4876570.000000 Penalty: 5034.300781
	Iteration 9Q: 3 clusters Score -4876570 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15376 members 
Mstep: Class 2 contains 10210 members 
Entering Unmasked Estep 
Score: -4876810.000000 Penalty: 5034.300781
	Iteration 10Q: 3 clusters Score -4876810 nChanged 924
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16248 members 
Mstep: Class 2 contains 9338 members 
Entering Unmasked Estep 
Score: -4877209.000000 Penalty: 5034.300781
	Iteration 11Q: 3 clusters Score -4877209 nChanged 1151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17363 members 
Mstep: Class 2 contains 8223 members 
Entering Unmasked Estep 
Score: -4877815.500000 Penalty: 5034.300781
	Iteration 12Q: 3 clusters Score -4877816 nChanged 1393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18732 members 
Mstep: Class 2 contains 6854 members 
Entering Unmasked Estep 
Score: -4878621.500000 Penalty: 5034.300781
	Iteration 13F: 3 clusters Score -4878622 nChanged 1575
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20303 members 
Mstep: Class 2 contains 5283 members 
Entering Unmasked Estep 
Score: -4879746.000000 Penalty: 5034.300781
	Iteration 14F: 3 clusters Score -4879746 nChanged 1764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22065 members 
Mstep: Class 2 contains 3521 members 
Entering Unmasked Estep 
Score: -4881237.500000 Penalty: 5034.300781
	Iteration 15F: 3 clusters Score -4881238 nChanged 1490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23553 members 
Mstep: Class 2 contains 2033 members 
Entering Unmasked Estep 
Score: -4882522.000000 Penalty: 5034.300781
	Iteration 16F: 3 clusters Score -4882522 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24538 members 
Mstep: Class 2 contains 1048 members 
Entering Unmasked Estep 
Score: -4883423.000000 Penalty: 5034.300781
	Iteration 17Q: 3 clusters Score -4883423 nChanged 459
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24989 members 
Mstep: Class 2 contains 597 members 
Entering Unmasked Estep 
Score: -4883866.500000 Penalty: 5034.300781
	Iteration 18Q: 3 clusters Score -4883866 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25180 members 
Mstep: Class 2 contains 406 members 
Entering Unmasked Estep 
Score: -4884068.000000 Penalty: 5034.300781
	Iteration 19Q: 3 clusters Score -4884068 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25270 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -4884188.000000 Penalty: 5034.300781
	Iteration 20F: 3 clusters Score -4884188 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25303 members 
Mstep: Class 2 contains 283 members 
Entering Unmasked Estep 
Score: -4884250.000000 Penalty: 5034.300781
	Iteration 21Q: 3 clusters Score -4884250 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25325 members 
Mstep: Class 2 contains 261 members 
Entering Unmasked Estep 
Score: -4884283.500000 Penalty: 5034.300781
	Iteration 22Q: 3 clusters Score -4884284 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25341 members 
Mstep: Class 2 contains 245 members 
Entering Unmasked Estep 
Score: -4884315.000000 Penalty: 5034.300781
	Iteration 23Q: 3 clusters Score -4884315 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25353 members 
Mstep: Class 2 contains 233 members 
Entering Unmasked Estep 
Score: -4884353.500000 Penalty: 5034.300781
	Iteration 24Q: 3 clusters Score -4884354 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25361 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -4884358.500000 Penalty: 5034.300781
	Iteration 25Q: 3 clusters Score -4884358 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25365 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -4884375.000000 Penalty: 5034.300781
	Iteration 26Q: 3 clusters Score -4884375 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25368 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -4884380.000000 Penalty: 5034.300781
	Iteration 27Q: 3 clusters Score -4884380 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4884388.500000 Penalty: 5034.300781
	Iteration 28Q: 3 clusters Score -4884388 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25371 members 
Mstep: Class 2 contains 215 members 
Entering Unmasked Estep 
Score: -4884391.500000 Penalty: 5034.300781
	Iteration 29Q: 3 clusters Score -4884392 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4884394.000000 Penalty: 5034.300781
	Iteration 30Q: 3 clusters Score -4884394 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25372 members 
Mstep: Class 2 contains 214 members 
Entering Unmasked Estep 
Score: -4884394.000000 Penalty: 5034.300781
	Iteration 31F: 3 clusters Score -4884394 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -73280.937500 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -73280.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 214 members 
Mstep: Class 2 contains 228 members 
Entering Unmasked Estep 
Score: -71844.734375 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -71844.73 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 217 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -71969.320312 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -71969.32 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 221 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -72008.937500 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -72008.94 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 225 members 
Mstep: Class 2 contains 217 members 
Entering Unmasked Estep 
Score: -72032.703125 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -72032.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72045.414062 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -72045.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72051.335938 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -72051.34 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72055.390625 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -72055.39 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 226 members 
Mstep: Class 2 contains 216 members 
Entering Unmasked Estep 
Score: -72055.390625 Penalty: 3021.289795
	Iteration 7F: 3 clusters Score -72055.39 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -122666.273438 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -122666.3 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 339 members 
Entering Unmasked Estep 
Score: -120930.539062 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -120930.5 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -121250.328125 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -121250.3 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -121373.273438 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -121373.3 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 436 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -121443.523438 Penalty: 3276.227783
	Iteration 3Q: 3 clusters Score -121443.5 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -121466.859375 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -121466.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 440 members 
Mstep: Class 2 contains 299 members 
Entering Unmasked Estep 
Score: -121501.953125 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -121502 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 439 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -121523.218750 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -121523.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -121531.460938 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -121531.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 434 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -121545.421875 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -121545.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 432 members 
Mstep: Class 2 contains 307 members 
Entering Unmasked Estep 
Score: -121553.187500 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -121553.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -121561.867188 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -121561.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 426 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -121570.289062 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -121570.3 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -121577.984375 Penalty: 3276.227783
	Iteration 12Q: 3 clusters Score -121578 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 416 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -121584.437500 Penalty: 3276.227783
	Iteration 13Q: 3 clusters Score -121584.4 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 413 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -121591.562500 Penalty: 3276.227783
	Iteration 14Q: 3 clusters Score -121591.6 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 408 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -121603.343750 Penalty: 3276.227783
	Iteration 15Q: 3 clusters Score -121603.3 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -121605.640625 Penalty: 3276.227783
	Iteration 16Q: 3 clusters Score -121605.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 334 members 
Entering Unmasked Estep 
Score: -121608.773438 Penalty: 3276.227783
	Iteration 17Q: 3 clusters Score -121608.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 404 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -121609.960938 Penalty: 3276.227783
	Iteration 18Q: 3 clusters Score -121610 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 403 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -121611.140625 Penalty: 3276.227783
	Iteration 19Q: 3 clusters Score -121611.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 402 members 
Mstep: Class 2 contains 337 members 
Entering Unmasked Estep 
Score: -121612.179688 Penalty: 3276.227783
	Iteration 20F: 3 clusters Score -121612.2 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 401 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -121613.070312 Penalty: 3276.227783
	Iteration 21Q: 3 clusters Score -121613.1 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -121616.250000 Penalty: 3276.227783
	Iteration 22Q: 3 clusters Score -121616.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 398 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -121616.250000 Penalty: 3276.227783
	Iteration 23F: 3 clusters Score -121616.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (45901 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45901 members 
Entering Unmasked Estep 
Score: -8847915.000000 Penalty: 2662.092041
	Iteration 0F: 2 clusters Score -8847915 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22893 members 
Mstep: Class 2 contains 23008 members 
Entering Unmasked Estep 
Score: -8821848.000000 Penalty: 5324.184082
	Iteration 0F: 3 clusters Score -8821848 nChanged 20975
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22436 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -8833547.000000 Penalty: 5324.184082
	Iteration 1F: 3 clusters Score -8833547 nChanged 1960
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22258 members 
Mstep: Class 2 contains 23643 members 
Entering Unmasked Estep 
Score: -8834198.000000 Penalty: 5324.184082
	Iteration 2Q: 3 clusters Score -8834198 nChanged 1891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21977 members 
Mstep: Class 2 contains 23924 members 
Entering Unmasked Estep 
Score: -8834826.000000 Penalty: 5324.184082
	Iteration 3Q: 3 clusters Score -8834826 nChanged 1974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21669 members 
Mstep: Class 2 contains 24232 members 
Entering Unmasked Estep 
Score: -8835532.000000 Penalty: 5324.184082
	Iteration 4Q: 3 clusters Score -8835532 nChanged 2143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21332 members 
Mstep: Class 2 contains 24569 members 
Entering Unmasked Estep 
Score: -8836512.000000 Penalty: 5324.184082
	Iteration 5Q: 3 clusters Score -8836512 nChanged 2351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20955 members 
Mstep: Class 2 contains 24946 members 
Entering Unmasked Estep 
Score: -8837762.000000 Penalty: 5324.184082
	Iteration 6F: 3 clusters Score -8837762 nChanged 2687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20652 members 
Mstep: Class 2 contains 25249 members 
Entering Unmasked Estep 
Score: -8839731.000000 Penalty: 5324.184082
	Iteration 7F: 3 clusters Score -8839731 nChanged 3012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20468 members 
Mstep: Class 2 contains 25433 members 
Entering Unmasked Estep 
Score: -8842389.000000 Penalty: 5324.184082
	Iteration 8F: 3 clusters Score -8842389 nChanged 3010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20482 members 
Mstep: Class 2 contains 25419 members 
Entering Unmasked Estep 
Score: -8844787.000000 Penalty: 5324.184082
	Iteration 9F: 3 clusters Score -8844787 nChanged 2260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20656 members 
Mstep: Class 2 contains 25245 members 
Entering Unmasked Estep 
Score: -8845995.000000 Penalty: 5324.184082
	Iteration 10Q: 3 clusters Score -8845995 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20887 members 
Mstep: Class 2 contains 25014 members 
Entering Unmasked Estep 
Score: -8846583.000000 Penalty: 5324.184082
	Iteration 11Q: 3 clusters Score -8846583 nChanged 1034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21151 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -8847038.000000 Penalty: 5324.184082
	Iteration 12Q: 3 clusters Score -8847038 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21384 members 
Mstep: Class 2 contains 24517 members 
Entering Unmasked Estep 
Score: -8847316.000000 Penalty: 5324.184082
	Iteration 13Q: 3 clusters Score -8847316 nChanged 725
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21633 members 
Mstep: Class 2 contains 24268 members 
Entering Unmasked Estep 
Score: -8847587.000000 Penalty: 5324.184082
	Iteration 14Q: 3 clusters Score -8847587 nChanged 623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21876 members 
Mstep: Class 2 contains 24025 members 
Entering Unmasked Estep 
Score: -8847731.000000 Penalty: 5324.184082
	Iteration 15Q: 3 clusters Score -8847731 nChanged 565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22117 members 
Mstep: Class 2 contains 23784 members 
Entering Unmasked Estep 
Score: -8847864.000000 Penalty: 5324.184082
	Iteration 16Q: 3 clusters Score -8847864 nChanged 523
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22392 members 
Mstep: Class 2 contains 23509 members 
Entering Unmasked Estep 
Score: -8847988.000000 Penalty: 5324.184082
	Iteration 17Q: 3 clusters Score -8847988 nChanged 437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22651 members 
Mstep: Class 2 contains 23250 members 
Entering Unmasked Estep 
Score: -8848055.000000 Penalty: 5324.184082
	Iteration 18Q: 3 clusters Score -8848055 nChanged 397
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22910 members 
Mstep: Class 2 contains 22991 members 
Entering Unmasked Estep 
Score: -8848108.000000 Penalty: 5324.184082
	Iteration 19Q: 3 clusters Score -8848108 nChanged 375
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23159 members 
Mstep: Class 2 contains 22742 members 
Entering Unmasked Estep 
Score: -8848138.000000 Penalty: 5324.184082
	Iteration 20F: 3 clusters Score -8848138 nChanged 324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 22508 members 
Entering Unmasked Estep 
Score: -8848146.000000 Penalty: 5324.184082
	Iteration 21Q: 3 clusters Score -8848146 nChanged 294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23617 members 
Mstep: Class 2 contains 22284 members 
Entering Unmasked Estep 
Score: -8848224.000000 Penalty: 5324.184082
	Iteration 22Q: 3 clusters Score -8848224 nChanged 299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23860 members 
Mstep: Class 2 contains 22041 members 
Entering Unmasked Estep 
Score: -8848210.000000 Penalty: 5324.184082
	Iteration 23Q: 3 clusters Score -8848210 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24080 members 
Mstep: Class 2 contains 21821 members 
Entering Unmasked Estep 
Score: -8848233.000000 Penalty: 5324.184082
	Iteration 24Q: 3 clusters Score -8848233 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24258 members 
Mstep: Class 2 contains 21643 members 
Entering Unmasked Estep 
Score: -8848281.000000 Penalty: 5324.184082
	Iteration 25Q: 3 clusters Score -8848281 nChanged 210
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24430 members 
Mstep: Class 2 contains 21471 members 
Entering Unmasked Estep 
Score: -8848293.000000 Penalty: 5324.184082
	Iteration 26Q: 3 clusters Score -8848293 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24585 members 
Mstep: Class 2 contains 21316 members 
Entering Unmasked Estep 
Score: -8848265.000000 Penalty: 5324.184082
	Iteration 27Q: 3 clusters Score -8848265 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24738 members 
Mstep: Class 2 contains 21163 members 
Entering Unmasked Estep 
Score: -8848274.000000 Penalty: 5324.184082
	Iteration 28Q: 3 clusters Score -8848274 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24863 members 
Mstep: Class 2 contains 21038 members 
Entering Unmasked Estep 
Score: -8848273.000000 Penalty: 5324.184082
	Iteration 29Q: 3 clusters Score -8848273 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25002 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -8848299.000000 Penalty: 5324.184082
	Iteration 30Q: 3 clusters Score -8848299 nChanged 147
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25135 members 
Mstep: Class 2 contains 20766 members 
Entering Unmasked Estep 
Score: -8848303.000000 Penalty: 5324.184082
	Iteration 31Q: 3 clusters Score -8848303 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25268 members 
Mstep: Class 2 contains 20633 members 
Entering Unmasked Estep 
Score: -8848308.000000 Penalty: 5324.184082
	Iteration 32Q: 3 clusters Score -8848308 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25392 members 
Mstep: Class 2 contains 20509 members 
Entering Unmasked Estep 
Score: -8848306.000000 Penalty: 5324.184082
	Iteration 33Q: 3 clusters Score -8848306 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25525 members 
Mstep: Class 2 contains 20376 members 
Entering Unmasked Estep 
Score: -8848304.000000 Penalty: 5324.184082
	Iteration 34Q: 3 clusters Score -8848304 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25668 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -8848285.000000 Penalty: 5324.184082
	Iteration 35Q: 3 clusters Score -8848285 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25819 members 
Mstep: Class 2 contains 20082 members 
Entering Unmasked Estep 
Score: -8848292.000000 Penalty: 5324.184082
	Iteration 36Q: 3 clusters Score -8848292 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25937 members 
Mstep: Class 2 contains 19964 members 
Entering Unmasked Estep 
Score: -8848250.000000 Penalty: 5324.184082
	Iteration 37Q: 3 clusters Score -8848250 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26043 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -8848240.000000 Penalty: 5324.184082
	Iteration 38Q: 3 clusters Score -8848240 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26157 members 
Mstep: Class 2 contains 19744 members 
Entering Unmasked Estep 
Score: -8848218.000000 Penalty: 5324.184082
	Iteration 39Q: 3 clusters Score -8848218 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26260 members 
Mstep: Class 2 contains 19641 members 
Entering Unmasked Estep 
Score: -8848202.000000 Penalty: 5324.184082
	Iteration 40F: 3 clusters Score -8848202 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26358 members 
Mstep: Class 2 contains 19543 members 
Entering Unmasked Estep 
Score: -8848175.000000 Penalty: 5324.184082
	Iteration 41Q: 3 clusters Score -8848175 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26462 members 
Mstep: Class 2 contains 19439 members 
Entering Unmasked Estep 
Score: -8848167.000000 Penalty: 5324.184082
	Iteration 42Q: 3 clusters Score -8848167 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 19311 members 
Entering Unmasked Estep 
Score: -8848162.000000 Penalty: 5324.184082
	Iteration 43Q: 3 clusters Score -8848162 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26706 members 
Mstep: Class 2 contains 19195 members 
Entering Unmasked Estep 
Score: -8848137.000000 Penalty: 5324.184082
	Iteration 44Q: 3 clusters Score -8848137 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26837 members 
Mstep: Class 2 contains 19064 members 
Entering Unmasked Estep 
Score: -8848111.000000 Penalty: 5324.184082
	Iteration 45Q: 3 clusters Score -8848111 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26997 members 
Mstep: Class 2 contains 18904 members 
Entering Unmasked Estep 
Score: -8848120.000000 Penalty: 5324.184082
	Iteration 46Q: 3 clusters Score -8848120 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 18720 members 
Entering Unmasked Estep 
Score: -8848099.000000 Penalty: 5324.184082
	Iteration 47Q: 3 clusters Score -8848099 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27365 members 
Mstep: Class 2 contains 18536 members 
Entering Unmasked Estep 
Score: -8848085.000000 Penalty: 5324.184082
	Iteration 48Q: 3 clusters Score -8848085 nChanged 189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27552 members 
Mstep: Class 2 contains 18349 members 
Entering Unmasked Estep 
Score: -8848071.000000 Penalty: 5324.184082
	Iteration 49Q: 3 clusters Score -8848071 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27757 members 
Mstep: Class 2 contains 18144 members 
Entering Unmasked Estep 
Score: -8848064.000000 Penalty: 5324.184082
	Iteration 50Q: 3 clusters Score -8848064 nChanged 217
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27970 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -8848000.000000 Penalty: 5324.184082
	Iteration 51Q: 3 clusters Score -8848000 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28182 members 
Mstep: Class 2 contains 17719 members 
Entering Unmasked Estep 
Score: -8847990.000000 Penalty: 5324.184082
	Iteration 52Q: 3 clusters Score -8847990 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28405 members 
Mstep: Class 2 contains 17496 members 
Entering Unmasked Estep 
Score: -8847972.000000 Penalty: 5324.184082
	Iteration 53Q: 3 clusters Score -8847972 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28602 members 
Mstep: Class 2 contains 17299 members 
Entering Unmasked Estep 
Score: -8847985.000000 Penalty: 5324.184082
	Iteration 54Q: 3 clusters Score -8847985 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28798 members 
Mstep: Class 2 contains 17103 members 
Entering Unmasked Estep 
Score: -8847939.000000 Penalty: 5324.184082
	Iteration 55Q: 3 clusters Score -8847939 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28960 members 
Mstep: Class 2 contains 16941 members 
Entering Unmasked Estep 
Score: -8847924.000000 Penalty: 5324.184082
	Iteration 56Q: 3 clusters Score -8847924 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29101 members 
Mstep: Class 2 contains 16800 members 
Entering Unmasked Estep 
Score: -8847913.000000 Penalty: 5324.184082
	Iteration 57Q: 3 clusters Score -8847913 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29253 members 
Mstep: Class 2 contains 16648 members 
Entering Unmasked Estep 
Score: -8847885.000000 Penalty: 5324.184082
	Iteration 58Q: 3 clusters Score -8847885 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29414 members 
Mstep: Class 2 contains 16487 members 
Entering Unmasked Estep 
Score: -8847877.000000 Penalty: 5324.184082
	Iteration 59Q: 3 clusters Score -8847877 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29526 members 
Mstep: Class 2 contains 16375 members 
Entering Unmasked Estep 
Score: -8847873.000000 Penalty: 5324.184082
	Iteration 60F: 3 clusters Score -8847873 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29640 members 
Mstep: Class 2 contains 16261 members 
Entering Unmasked Estep 
Score: -8847836.000000 Penalty: 5324.184082
	Iteration 61Q: 3 clusters Score -8847836 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29749 members 
Mstep: Class 2 contains 16152 members 
Entering Unmasked Estep 
Score: -8847842.000000 Penalty: 5324.184082
	Iteration 62Q: 3 clusters Score -8847842 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29822 members 
Mstep: Class 2 contains 16079 members 
Entering Unmasked Estep 
Score: -8847833.000000 Penalty: 5324.184082
	Iteration 63Q: 3 clusters Score -8847833 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29902 members 
Mstep: Class 2 contains 15999 members 
Entering Unmasked Estep 
Score: -8847836.000000 Penalty: 5324.184082
	Iteration 64Q: 3 clusters Score -8847836 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29945 members 
Mstep: Class 2 contains 15956 members 
Entering Unmasked Estep 
Score: -8847828.000000 Penalty: 5324.184082
	Iteration 65Q: 3 clusters Score -8847828 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29981 members 
Mstep: Class 2 contains 15920 members 
Entering Unmasked Estep 
Score: -8847831.000000 Penalty: 5324.184082
	Iteration 66Q: 3 clusters Score -8847831 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30014 members 
Mstep: Class 2 contains 15887 members 
Entering Unmasked Estep 
Score: -8847845.000000 Penalty: 5324.184082
	Iteration 67Q: 3 clusters Score -8847845 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30044 members 
Mstep: Class 2 contains 15857 members 
Entering Unmasked Estep 
Score: -8847816.000000 Penalty: 5324.184082
	Iteration 68Q: 3 clusters Score -8847816 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30069 members 
Mstep: Class 2 contains 15832 members 
Entering Unmasked Estep 
Score: -8847794.000000 Penalty: 5324.184082
	Iteration 69Q: 3 clusters Score -8847794 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30101 members 
Mstep: Class 2 contains 15800 members 
Entering Unmasked Estep 
Score: -8847800.000000 Penalty: 5324.184082
	Iteration 70Q: 3 clusters Score -8847800 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30124 members 
Mstep: Class 2 contains 15777 members 
Entering Unmasked Estep 
Score: -8847800.000000 Penalty: 5324.184082
	Iteration 71Q: 3 clusters Score -8847800 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30148 members 
Mstep: Class 2 contains 15753 members 
Entering Unmasked Estep 
Score: -8847788.000000 Penalty: 5324.184082
	Iteration 72Q: 3 clusters Score -8847788 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30168 members 
Mstep: Class 2 contains 15733 members 
Entering Unmasked Estep 
Score: -8847790.000000 Penalty: 5324.184082
	Iteration 73Q: 3 clusters Score -8847790 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30181 members 
Mstep: Class 2 contains 15720 members 
Entering Unmasked Estep 
Score: -8847789.000000 Penalty: 5324.184082
	Iteration 74Q: 3 clusters Score -8847789 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30201 members 
Mstep: Class 2 contains 15700 members 
Entering Unmasked Estep 
Score: -8847794.000000 Penalty: 5324.184082
	Iteration 75Q: 3 clusters Score -8847794 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30215 members 
Mstep: Class 2 contains 15686 members 
Entering Unmasked Estep 
Score: -8847781.000000 Penalty: 5324.184082
	Iteration 76Q: 3 clusters Score -8847781 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 15666 members 
Entering Unmasked Estep 
Score: -8847783.000000 Penalty: 5324.184082
	Iteration 77Q: 3 clusters Score -8847783 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30263 members 
Mstep: Class 2 contains 15638 members 
Entering Unmasked Estep 
Score: -8847777.000000 Penalty: 5324.184082
	Iteration 78Q: 3 clusters Score -8847777 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30286 members 
Mstep: Class 2 contains 15615 members 
Entering Unmasked Estep 
Score: -8847799.000000 Penalty: 5324.184082
	Iteration 79Q: 3 clusters Score -8847799 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30309 members 
Mstep: Class 2 contains 15592 members 
Entering Unmasked Estep 
Score: -8847792.000000 Penalty: 5324.184082
	Iteration 80F: 3 clusters Score -8847792 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30327 members 
Mstep: Class 2 contains 15574 members 
Entering Unmasked Estep 
Score: -8847782.000000 Penalty: 5324.184082
	Iteration 81Q: 3 clusters Score -8847782 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30340 members 
Mstep: Class 2 contains 15561 members 
Entering Unmasked Estep 
Score: -8847781.000000 Penalty: 5324.184082
	Iteration 82Q: 3 clusters Score -8847781 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30359 members 
Mstep: Class 2 contains 15542 members 
Entering Unmasked Estep 
Score: -8847781.000000 Penalty: 5324.184082
	Iteration 83Q: 3 clusters Score -8847781 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30376 members 
Mstep: Class 2 contains 15525 members 
Entering Unmasked Estep 
Score: -8847771.000000 Penalty: 5324.184082
	Iteration 84Q: 3 clusters Score -8847771 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30399 members 
Mstep: Class 2 contains 15502 members 
Entering Unmasked Estep 
Score: -8847760.000000 Penalty: 5324.184082
	Iteration 85Q: 3 clusters Score -8847760 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30434 members 
Mstep: Class 2 contains 15467 members 
Entering Unmasked Estep 
Score: -8847784.000000 Penalty: 5324.184082
	Iteration 86Q: 3 clusters Score -8847784 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30464 members 
Mstep: Class 2 contains 15437 members 
Entering Unmasked Estep 
Score: -8847777.000000 Penalty: 5324.184082
	Iteration 87Q: 3 clusters Score -8847777 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30500 members 
Mstep: Class 2 contains 15401 members 
Entering Unmasked Estep 
Score: -8847765.000000 Penalty: 5324.184082
	Iteration 88Q: 3 clusters Score -8847765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 15370 members 
Entering Unmasked Estep 
Score: -8847765.000000 Penalty: 5324.184082
	Iteration 89Q: 3 clusters Score -8847765 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30564 members 
Mstep: Class 2 contains 15337 members 
Entering Unmasked Estep 
Score: -8847754.000000 Penalty: 5324.184082
	Iteration 90Q: 3 clusters Score -8847754 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30586 members 
Mstep: Class 2 contains 15315 members 
Entering Unmasked Estep 
Score: -8847743.000000 Penalty: 5324.184082
	Iteration 91Q: 3 clusters Score -8847743 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30600 members 
Mstep: Class 2 contains 15301 members 
Entering Unmasked Estep 
Score: -8847739.000000 Penalty: 5324.184082
	Iteration 92Q: 3 clusters Score -8847739 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30612 members 
Mstep: Class 2 contains 15289 members 
Entering Unmasked Estep 
Score: -8847738.000000 Penalty: 5324.184082
	Iteration 93Q: 3 clusters Score -8847738 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30623 members 
Mstep: Class 2 contains 15278 members 
Entering Unmasked Estep 
Score: -8847730.000000 Penalty: 5324.184082
	Iteration 94Q: 3 clusters Score -8847730 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 15273 members 
Entering Unmasked Estep 
Score: -8847726.000000 Penalty: 5324.184082
	Iteration 95Q: 3 clusters Score -8847726 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 15264 members 
Entering Unmasked Estep 
Score: -8847722.000000 Penalty: 5324.184082
	Iteration 96Q: 3 clusters Score -8847722 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -8847744.000000 Penalty: 5324.184082
	Iteration 97Q: 3 clusters Score -8847744 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30642 members 
Mstep: Class 2 contains 15259 members 
Entering Unmasked Estep 
Score: -8847732.000000 Penalty: 5324.184082
	Iteration 98Q: 3 clusters Score -8847732 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -8847733.000000 Penalty: 5324.184082
	Iteration 99Q: 3 clusters Score -8847733 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30647 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -8847729.000000 Penalty: 5324.184082
	Iteration 100F: 3 clusters Score -8847729 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -8847732.000000 Penalty: 5324.184082
	Iteration 101Q: 3 clusters Score -8847732 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30648 members 
Mstep: Class 2 contains 15253 members 
Entering Unmasked Estep 
Score: -8847732.000000 Penalty: 5324.184082
	Iteration 102F: 3 clusters Score -8847732 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (19927 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19927 members 
Entering Unmasked Estep 
Score: -3958407.500000 Penalty: 2455.157959
	Iteration 0F: 2 clusters Score -3958408 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 9902 members 
Entering Unmasked Estep 
Score: -3944502.750000 Penalty: 4910.315918
	Iteration 0F: 3 clusters Score -3944503 nChanged 8668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10453 members 
Mstep: Class 2 contains 9474 members 
Entering Unmasked Estep 
Score: -3949216.500000 Penalty: 4910.315918
	Iteration 1F: 3 clusters Score -3949216 nChanged 1081
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10686 members 
Mstep: Class 2 contains 9241 members 
Entering Unmasked Estep 
Score: -3949589.500000 Penalty: 4910.315918
	Iteration 2F: 3 clusters Score -3949590 nChanged 917
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11007 members 
Mstep: Class 2 contains 8920 members 
Entering Unmasked Estep 
Score: -3949879.500000 Penalty: 4910.315918
	Iteration 3Q: 3 clusters Score -3949880 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11347 members 
Mstep: Class 2 contains 8580 members 
Entering Unmasked Estep 
Score: -3950111.250000 Penalty: 4910.315918
	Iteration 4Q: 3 clusters Score -3950111 nChanged 732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11787 members 
Mstep: Class 2 contains 8140 members 
Entering Unmasked Estep 
Score: -3950348.500000 Penalty: 4910.315918
	Iteration 5Q: 3 clusters Score -3950348 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12286 members 
Mstep: Class 2 contains 7641 members 
Entering Unmasked Estep 
Score: -3950601.750000 Penalty: 4910.315918
	Iteration 6Q: 3 clusters Score -3950602 nChanged 715
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12861 members 
Mstep: Class 2 contains 7066 members 
Entering Unmasked Estep 
Score: -3950887.000000 Penalty: 4910.315918
	Iteration 7Q: 3 clusters Score -3950887 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13534 members 
Mstep: Class 2 contains 6393 members 
Entering Unmasked Estep 
Score: -3951250.000000 Penalty: 4910.315918
	Iteration 8Q: 3 clusters Score -3951250 nChanged 829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14305 members 
Mstep: Class 2 contains 5622 members 
Entering Unmasked Estep 
Score: -3951693.000000 Penalty: 4910.315918
	Iteration 9Q: 3 clusters Score -3951693 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15184 members 
Mstep: Class 2 contains 4743 members 
Entering Unmasked Estep 
Score: -3952301.500000 Penalty: 4910.315918
	Iteration 10Q: 3 clusters Score -3952302 nChanged 939
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16101 members 
Mstep: Class 2 contains 3826 members 
Entering Unmasked Estep 
Score: -3952946.750000 Penalty: 4910.315918
	Iteration 11Q: 3 clusters Score -3952947 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17043 members 
Mstep: Class 2 contains 2884 members 
Entering Unmasked Estep 
Score: -3953771.500000 Penalty: 4910.315918
	Iteration 12Q: 3 clusters Score -3953772 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 2087 members 
Entering Unmasked Estep 
Score: -3954495.250000 Penalty: 4910.315918
	Iteration 13Q: 3 clusters Score -3954495 nChanged 621
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18455 members 
Mstep: Class 2 contains 1472 members 
Entering Unmasked Estep 
Score: -3955054.250000 Penalty: 4910.315918
	Iteration 14Q: 3 clusters Score -3955054 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18857 members 
Mstep: Class 2 contains 1070 members 
Entering Unmasked Estep 
Score: -3955445.500000 Penalty: 4910.315918
	Iteration 15Q: 3 clusters Score -3955446 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19113 members 
Mstep: Class 2 contains 814 members 
Entering Unmasked Estep 
Score: -3955717.000000 Penalty: 4910.315918
	Iteration 16Q: 3 clusters Score -3955717 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19271 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -3955881.500000 Penalty: 4910.315918
	Iteration 17Q: 3 clusters Score -3955882 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19360 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -3955975.250000 Penalty: 4910.315918
	Iteration 18Q: 3 clusters Score -3955975 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19413 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -3956019.750000 Penalty: 4910.315918
	Iteration 19Q: 3 clusters Score -3956020 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19450 members 
Mstep: Class 2 contains 477 members 
Entering Unmasked Estep 
Score: -3956053.750000 Penalty: 4910.315918
	Iteration 20F: 3 clusters Score -3956054 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19479 members 
Mstep: Class 2 contains 448 members 
Entering Unmasked Estep 
Score: -3956090.500000 Penalty: 4910.315918
	Iteration 21Q: 3 clusters Score -3956090 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19497 members 
Mstep: Class 2 contains 430 members 
Entering Unmasked Estep 
Score: -3956108.750000 Penalty: 4910.315918
	Iteration 22Q: 3 clusters Score -3956109 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19518 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -3956145.000000 Penalty: 4910.315918
	Iteration 23Q: 3 clusters Score -3956145 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19541 members 
Mstep: Class 2 contains 386 members 
Entering Unmasked Estep 
Score: -3956172.750000 Penalty: 4910.315918
	Iteration 24Q: 3 clusters Score -3956173 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19558 members 
Mstep: Class 2 contains 369 members 
Entering Unmasked Estep 
Score: -3956185.250000 Penalty: 4910.315918
	Iteration 25Q: 3 clusters Score -3956185 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19569 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -3956211.500000 Penalty: 4910.315918
	Iteration 26Q: 3 clusters Score -3956212 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19574 members 
Mstep: Class 2 contains 353 members 
Entering Unmasked Estep 
Score: -3956224.000000 Penalty: 4910.315918
	Iteration 27Q: 3 clusters Score -3956224 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3956223.250000 Penalty: 4910.315918
	Iteration 28Q: 3 clusters Score -3956223 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19575 members 
Mstep: Class 2 contains 352 members 
Entering Unmasked Estep 
Score: -3956225.500000 Penalty: 4910.315918
	Iteration 29Q: 3 clusters Score -3956226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19577 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -3956226.250000 Penalty: 4910.315918
	Iteration 30Q: 3 clusters Score -3956226 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3956229.250000 Penalty: 4910.315918
	Iteration 31Q: 3 clusters Score -3956229 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19579 members 
Mstep: Class 2 contains 348 members 
Entering Unmasked Estep 
Score: -3956229.250000 Penalty: 4910.315918
	Iteration 32F: 3 clusters Score -3956229 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -21454.580078 Penalty: 1232.513672
	Iteration 0F: 2 clusters Score -21454.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 76 members 
Mstep: Class 2 contains 68 members 
Entering Unmasked Estep 
Score: -20599.398438 Penalty: 2465.027344
	Iteration 0F: 3 clusters Score -20599.4 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 63 members 
Mstep: Class 2 contains 81 members 
Entering Unmasked Estep 
Score: -20691.421875 Penalty: 2465.027344
	Iteration 1F: 3 clusters Score -20691.42 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 55 members 
Mstep: Class 2 contains 89 members 
Entering Unmasked Estep 
Score: -20750.582031 Penalty: 2465.027344
	Iteration 2F: 3 clusters Score -20750.58 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20774.675781 Penalty: 2465.027344
	Iteration 3Q: 3 clusters Score -20774.68 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52 members 
Mstep: Class 2 contains 92 members 
Entering Unmasked Estep 
Score: -20774.675781 Penalty: 2465.027344
	Iteration 4F: 3 clusters Score -20774.68 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11135 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11135 members 
Entering Unmasked Estep 
Score: -2236742.500000 Penalty: 2310.826416
	Iteration 0F: 2 clusters Score -2236742 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5565 members 
Mstep: Class 2 contains 5570 members 
Entering Unmasked Estep 
Score: -2228431.000000 Penalty: 4621.652832
	Iteration 0F: 3 clusters Score -2228431 nChanged 4669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5418 members 
Mstep: Class 2 contains 5717 members 
Entering Unmasked Estep 
Score: -2230840.250000 Penalty: 4621.652832
	Iteration 1F: 3 clusters Score -2230840 nChanged 648
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5340 members 
Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
Score: -2231100.500000 Penalty: 4621.652832
	Iteration 2F: 3 clusters Score -2231100 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5226 members 
Mstep: Class 2 contains 5909 members 
Entering Unmasked Estep 
Score: -2231281.000000 Penalty: 4621.652832
	Iteration 3Q: 3 clusters Score -2231281 nChanged 370
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 6045 members 
Entering Unmasked Estep 
Score: -2231396.000000 Penalty: 4621.652832
	Iteration 4Q: 3 clusters Score -2231396 nChanged 308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4928 members 
Mstep: Class 2 contains 6207 members 
Entering Unmasked Estep 
Score: -2231490.000000 Penalty: 4621.652832
	Iteration 5Q: 3 clusters Score -2231490 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4743 members 
Mstep: Class 2 contains 6392 members 
Entering Unmasked Estep 
Score: -2231584.750000 Penalty: 4621.652832
	Iteration 6Q: 3 clusters Score -2231585 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4546 members 
Mstep: Class 2 contains 6589 members 
Entering Unmasked Estep 
Score: -2231684.250000 Penalty: 4621.652832
	Iteration 7Q: 3 clusters Score -2231684 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4333 members 
Mstep: Class 2 contains 6802 members 
Entering Unmasked Estep 
Score: -2231771.750000 Penalty: 4621.652832
	Iteration 8Q: 3 clusters Score -2231772 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4084 members 
Mstep: Class 2 contains 7051 members 
Entering Unmasked Estep 
Score: -2231881.250000 Penalty: 4621.652832
	Iteration 9Q: 3 clusters Score -2231881 nChanged 298
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3822 members 
Mstep: Class 2 contains 7313 members 
Entering Unmasked Estep 
Score: -2232002.000000 Penalty: 4621.652832
	Iteration 10Q: 3 clusters Score -2232002 nChanged 323
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3519 members 
Mstep: Class 2 contains 7616 members 
Entering Unmasked Estep 
Score: -2232149.000000 Penalty: 4621.652832
	Iteration 11Q: 3 clusters Score -2232149 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3169 members 
Mstep: Class 2 contains 7966 members 
Entering Unmasked Estep 
Score: -2232346.000000 Penalty: 4621.652832
	Iteration 12Q: 3 clusters Score -2232346 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2745 members 
Mstep: Class 2 contains 8390 members 
Entering Unmasked Estep 
Score: -2232584.750000 Penalty: 4621.652832
	Iteration 13Q: 3 clusters Score -2232585 nChanged 460
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2289 members 
Mstep: Class 2 contains 8846 members 
Entering Unmasked Estep 
Score: -2232885.500000 Penalty: 4621.652832
	Iteration 14Q: 3 clusters Score -2232886 nChanged 466
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1827 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -2233231.000000 Penalty: 4621.652832
	Iteration 15Q: 3 clusters Score -2233231 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1404 members 
Mstep: Class 2 contains 9731 members 
Entering Unmasked Estep 
Score: -2233581.750000 Penalty: 4621.652832
	Iteration 16Q: 3 clusters Score -2233582 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -2233894.750000 Penalty: 4621.652832
	Iteration 17Q: 3 clusters Score -2233895 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 801 members 
Mstep: Class 2 contains 10334 members 
Entering Unmasked Estep 
Score: -2234135.750000 Penalty: 4621.652832
	Iteration 18Q: 3 clusters Score -2234136 nChanged 178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 625 members 
Mstep: Class 2 contains 10510 members 
Entering Unmasked Estep 
Score: -2234288.000000 Penalty: 4621.652832
	Iteration 19Q: 3 clusters Score -2234288 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 524 members 
Mstep: Class 2 contains 10611 members 
Entering Unmasked Estep 
Score: -2234400.000000 Penalty: 4621.652832
	Iteration 20F: 3 clusters Score -2234400 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 461 members 
Mstep: Class 2 contains 10674 members 
Entering Unmasked Estep 
Score: -2234475.000000 Penalty: 4621.652832
	Iteration 21Q: 3 clusters Score -2234475 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 418 members 
Mstep: Class 2 contains 10717 members 
Entering Unmasked Estep 
Score: -2234522.250000 Penalty: 4621.652832
	Iteration 22Q: 3 clusters Score -2234522 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 384 members 
Mstep: Class 2 contains 10751 members 
Entering Unmasked Estep 
Score: -2234564.750000 Penalty: 4621.652832
	Iteration 23Q: 3 clusters Score -2234565 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 10779 members 
Entering Unmasked Estep 
Score: -2234594.750000 Penalty: 4621.652832
	Iteration 24Q: 3 clusters Score -2234595 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 10793 members 
Entering Unmasked Estep 
Score: -2234625.000000 Penalty: 4621.652832
	Iteration 25Q: 3 clusters Score -2234625 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 10803 members 
Entering Unmasked Estep 
Score: -2234641.750000 Penalty: 4621.652832
	Iteration 26Q: 3 clusters Score -2234642 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 323 members 
Mstep: Class 2 contains 10812 members 
Entering Unmasked Estep 
Score: -2234651.500000 Penalty: 4621.652832
	Iteration 27Q: 3 clusters Score -2234652 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 10822 members 
Entering Unmasked Estep 
Score: -2234664.750000 Penalty: 4621.652832
	Iteration 28Q: 3 clusters Score -2234665 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 307 members 
Mstep: Class 2 contains 10828 members 
Entering Unmasked Estep 
Score: -2234672.500000 Penalty: 4621.652832
	Iteration 29Q: 3 clusters Score -2234672 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 302 members 
Mstep: Class 2 contains 10833 members 
Entering Unmasked Estep 
Score: -2234678.000000 Penalty: 4621.652832
	Iteration 30Q: 3 clusters Score -2234678 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 299 members 
Mstep: Class 2 contains 10836 members 
Entering Unmasked Estep 
Score: -2234686.000000 Penalty: 4621.652832
	Iteration 31Q: 3 clusters Score -2234686 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 10841 members 
Entering Unmasked Estep 
Score: -2234696.250000 Penalty: 4621.652832
	Iteration 32Q: 3 clusters Score -2234696 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2234701.250000 Penalty: 4621.652832
	Iteration 33Q: 3 clusters Score -2234701 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 289 members 
Mstep: Class 2 contains 10846 members 
Entering Unmasked Estep 
Score: -2234710.750000 Penalty: 4621.652832
	Iteration 34Q: 3 clusters Score -2234711 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 290 members 
Mstep: Class 2 contains 10845 members 
Entering Unmasked Estep 
Score: -2234714.000000 Penalty: 4621.652832
	Iteration 35Q: 3 clusters Score -2234714 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 287 members 
Mstep: Class 2 contains 10848 members 
Entering Unmasked Estep 
Score: -2234718.500000 Penalty: 4621.652832
	Iteration 36Q: 3 clusters Score -2234718 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 286 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -2234718.250000 Penalty: 4621.652832
	Iteration 37Q: 3 clusters Score -2234718 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 10852 members 
Entering Unmasked Estep 
Score: -2234725.750000 Penalty: 4621.652832
	Iteration 38Q: 3 clusters Score -2234726 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 10853 members 
Entering Unmasked Estep 
Score: -2234729.750000 Penalty: 4621.652832
	Iteration 39Q: 3 clusters Score -2234730 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 10855 members 
Entering Unmasked Estep 
Score: -2234732.750000 Penalty: 4621.652832
	Iteration 40F: 3 clusters Score -2234733 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 10857 members 
Entering Unmasked Estep 
Score: -2234735.750000 Penalty: 4621.652832
	Iteration 41Q: 3 clusters Score -2234736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2234737.250000 Penalty: 4621.652832
	Iteration 42Q: 3 clusters Score -2234737 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 10856 members 
Entering Unmasked Estep 
Score: -2234737.250000 Penalty: 4621.652832
	Iteration 43F: 3 clusters Score -2234737 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -105210.875000 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -105210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -103581.101562 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -103581.1 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -103873.914062 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -103873.9 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 325 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -103969.578125 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -103969.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -104048.890625 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -104048.9 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 289 members 
Entering Unmasked Estep 
Score: -104132.648438 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -104132.6 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 280 members 
Entering Unmasked Estep 
Score: -104199.992188 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -104200 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 361 members 
Mstep: Class 2 contains 274 members 
Entering Unmasked Estep 
Score: -104292.687500 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -104292.7 nChanged 24
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: -104428.203125 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -104428.2 nChanged 18
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: -104513.328125 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -104513.3 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104552.859375 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -104552.9 nChanged 7
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: -104568.023438 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -104568 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 269 members 
Entering Unmasked Estep 
Score: -104571.640625 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -104571.6 nChanged 1
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: -104572.609375 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -104572.6 nChanged 0
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: -104572.609375 Penalty: 3200.998047
	Iteration 13F: 3 clusters Score -104572.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -50156.011719 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -50156.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 160 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -48841.570312 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -48841.57 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48923.484375 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -48923.48 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 163 members 
Mstep: Class 2 contains 154 members 
Entering Unmasked Estep 
Score: -48946.464844 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -48946.46 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 164 members 
Mstep: Class 2 contains 153 members 
Entering Unmasked Estep 
Score: -48948.183594 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -48948.18 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48951.082031 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -48951.08 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 165 members 
Mstep: Class 2 contains 152 members 
Entering Unmasked Estep 
Score: -48951.082031 Penalty: 2856.415283
	Iteration 5F: 3 clusters Score -48951.08 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (27276 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27276 members 
Entering Unmasked Estep 
Score: -5429582.500000 Penalty: 2533.012939
	Iteration 0F: 2 clusters Score -5429582 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13737 members 
Mstep: Class 2 contains 13539 members 
Entering Unmasked Estep 
Score: -5411407.500000 Penalty: 5066.025879
	Iteration 0F: 3 clusters Score -5411408 nChanged 12299
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14046 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5417918.500000 Penalty: 5066.025879
	Iteration 1F: 3 clusters Score -5417918 nChanged 1364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 13008 members 
Entering Unmasked Estep 
Score: -5418385.000000 Penalty: 5066.025879
	Iteration 2F: 3 clusters Score -5418385 nChanged 1238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14590 members 
Mstep: Class 2 contains 12686 members 
Entering Unmasked Estep 
Score: -5418772.000000 Penalty: 5066.025879
	Iteration 3Q: 3 clusters Score -5418772 nChanged 1128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 12186 members 
Entering Unmasked Estep 
Score: -5419196.000000 Penalty: 5066.025879
	Iteration 4Q: 3 clusters Score -5419196 nChanged 1029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15737 members 
Mstep: Class 2 contains 11539 members 
Entering Unmasked Estep 
Score: -5419555.000000 Penalty: 5066.025879
	Iteration 5Q: 3 clusters Score -5419555 nChanged 1068
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16575 members 
Mstep: Class 2 contains 10701 members 
Entering Unmasked Estep 
Score: -5420015.000000 Penalty: 5066.025879
	Iteration 6Q: 3 clusters Score -5420015 nChanged 1231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17664 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -5420618.000000 Penalty: 5066.025879
	Iteration 7Q: 3 clusters Score -5420618 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18999 members 
Mstep: Class 2 contains 8277 members 
Entering Unmasked Estep 
Score: -5421538.500000 Penalty: 5066.025879
	Iteration 8F: 3 clusters Score -5421538 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20583 members 
Mstep: Class 2 contains 6693 members 
Entering Unmasked Estep 
Score: -5422680.000000 Penalty: 5066.025879
	Iteration 9F: 3 clusters Score -5422680 nChanged 1661
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22198 members 
Mstep: Class 2 contains 5078 members 
Entering Unmasked Estep 
Score: -5423935.500000 Penalty: 5066.025879
	Iteration 10F: 3 clusters Score -5423936 nChanged 1508
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23684 members 
Mstep: Class 2 contains 3592 members 
Entering Unmasked Estep 
Score: -5425158.000000 Penalty: 5066.025879
	Iteration 11F: 3 clusters Score -5425158 nChanged 1138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24802 members 
Mstep: Class 2 contains 2474 members 
Entering Unmasked Estep 
Score: -5426062.000000 Penalty: 5066.025879
	Iteration 12Q: 3 clusters Score -5426062 nChanged 748
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25524 members 
Mstep: Class 2 contains 1752 members 
Entering Unmasked Estep 
Score: -5426679.500000 Penalty: 5066.025879
	Iteration 13Q: 3 clusters Score -5426680 nChanged 481
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25967 members 
Mstep: Class 2 contains 1309 members 
Entering Unmasked Estep 
Score: -5427048.000000 Penalty: 5066.025879
	Iteration 14Q: 3 clusters Score -5427048 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26230 members 
Mstep: Class 2 contains 1046 members 
Entering Unmasked Estep 
Score: -5427239.500000 Penalty: 5066.025879
	Iteration 15Q: 3 clusters Score -5427240 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26399 members 
Mstep: Class 2 contains 877 members 
Entering Unmasked Estep 
Score: -5427362.500000 Penalty: 5066.025879
	Iteration 16Q: 3 clusters Score -5427362 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26495 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -5427451.500000 Penalty: 5066.025879
	Iteration 17Q: 3 clusters Score -5427452 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26556 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -5427502.000000 Penalty: 5066.025879
	Iteration 18Q: 3 clusters Score -5427502 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26590 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5427529.500000 Penalty: 5066.025879
	Iteration 19Q: 3 clusters Score -5427530 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26607 members 
Mstep: Class 2 contains 669 members 
Entering Unmasked Estep 
Score: -5427546.000000 Penalty: 5066.025879
	Iteration 20F: 3 clusters Score -5427546 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26624 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -5427563.000000 Penalty: 5066.025879
	Iteration 21Q: 3 clusters Score -5427563 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26630 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -5427577.000000 Penalty: 5066.025879
	Iteration 22Q: 3 clusters Score -5427577 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26640 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5427576.000000 Penalty: 5066.025879
	Iteration 23Q: 3 clusters Score -5427576 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26650 members 
Mstep: Class 2 contains 626 members 
Entering Unmasked Estep 
Score: -5427587.000000 Penalty: 5066.025879
	Iteration 24Q: 3 clusters Score -5427587 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26657 members 
Mstep: Class 2 contains 619 members 
Entering Unmasked Estep 
Score: -5427597.000000 Penalty: 5066.025879
	Iteration 25Q: 3 clusters Score -5427597 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26660 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -5427595.500000 Penalty: 5066.025879
	Iteration 26Q: 3 clusters Score -5427596 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26666 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -5427593.000000 Penalty: 5066.025879
	Iteration 27Q: 3 clusters Score -5427593 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5427596.500000 Penalty: 5066.025879
	Iteration 28Q: 3 clusters Score -5427596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26667 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -5427596.000000 Penalty: 5066.025879
	Iteration 29Q: 3 clusters Score -5427596 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5427600.000000 Penalty: 5066.025879
	Iteration 30Q: 3 clusters Score -5427600 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26669 members 
Mstep: Class 2 contains 607 members 
Entering Unmasked Estep 
Score: -5427602.000000 Penalty: 5066.025879
	Iteration 31Q: 3 clusters Score -5427602 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26673 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -5427603.500000 Penalty: 5066.025879
	Iteration 32Q: 3 clusters Score -5427604 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26680 members 
Mstep: Class 2 contains 596 members 
Entering Unmasked Estep 
Score: -5427607.500000 Penalty: 5066.025879
	Iteration 33Q: 3 clusters Score -5427608 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26686 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -5427612.500000 Penalty: 5066.025879
	Iteration 34Q: 3 clusters Score -5427612 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26689 members 
Mstep: Class 2 contains 587 members 
Entering Unmasked Estep 
Score: -5427624.500000 Penalty: 5066.025879
	Iteration 35Q: 3 clusters Score -5427624 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26695 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -5427619.000000 Penalty: 5066.025879
	Iteration 36Q: 3 clusters Score -5427619 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26703 members 
Mstep: Class 2 contains 573 members 
Entering Unmasked Estep 
Score: -5427621.000000 Penalty: 5066.025879
	Iteration 37Q: 3 clusters Score -5427621 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26708 members 
Mstep: Class 2 contains 568 members 
Entering Unmasked Estep 
Score: -5427621.000000 Penalty: 5066.025879
	Iteration 38Q: 3 clusters Score -5427621 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5427623.500000 Penalty: 5066.025879
	Iteration 39Q: 3 clusters Score -5427624 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26710 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -5427623.500000 Penalty: 5066.025879
	Iteration 40F: 3 clusters Score -5427624 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5427623.500000 Penalty: 5066.025879
	Iteration 41Q: 3 clusters Score -5427624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26709 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -5427623.500000 Penalty: 5066.025879
	Iteration 42F: 3 clusters Score -5427624 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17902 members 
Mstep: Class 2 contains 4724 members 
Mstep: Class 3 contains 32603 members 
Mstep: Class 4 contains 45772 members 
Mstep: Class 5 contains 34371 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41999 members 
Mstep: Class 8 contains 45593 members 
Mstep: Class 9 contains 46423 members 
Mstep: Class 10 contains 16687 members 
Mstep: Class 11 contains 27667 members 
Mstep: Class 12 contains 60628 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 9594 members 
Mstep: Class 15 contains 8969 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43694 members 
Mstep: Class 18 contains 5203 members 
Mstep: Class 19 contains 5679 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28239 members 
Mstep: Class 22 contains 41639 members 
Mstep: Class 23 contains 26942 members 
Mstep: Class 24 contains 2857 members 
Mstep: Class 25 contains 6870 members 
Mstep: Class 26 contains 41716 members 
Mstep: Class 27 contains 54218 members 
Mstep: Class 28 contains 45503 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8765 members 
Mstep: Class 31 contains 55134 members 
Mstep: Class 32 contains 26392 members 
Mstep: Class 33 contains 42388 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1718 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46735 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 16738 members 
Mstep: Class 40 contains 20693 members 
Mstep: Class 41 contains 20601 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25586 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45901 members 
Mstep: Class 47 contains 19927 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11135 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27276 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207979984.000000 Penalty: 186489.921875
Iteration 439Q: 55 clusters Score -2.0798e+08 nChanged 7085
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 4707 members 
Mstep: Class 3 contains 33069 members 
Mstep: Class 4 contains 45762 members 
Mstep: Class 5 contains 34629 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41981 members 
Mstep: Class 8 contains 45695 members 
Mstep: Class 9 contains 46295 members 
Mstep: Class 10 contains 16680 members 
Mstep: Class 11 contains 27858 members 
Mstep: Class 12 contains 60632 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 9540 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43743 members 
Mstep: Class 18 contains 5199 members 
Mstep: Class 19 contains 5672 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28239 members 
Mstep: Class 22 contains 41730 members 
Mstep: Class 23 contains 26932 members 
Mstep: Class 24 contains 2841 members 
Mstep: Class 25 contains 6870 members 
Mstep: Class 26 contains 41717 members 
Mstep: Class 27 contains 54261 members 
Mstep: Class 28 contains 45432 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8713 members 
Mstep: Class 31 contains 55170 members 
Mstep: Class 32 contains 26400 members 
Mstep: Class 33 contains 42392 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1718 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46764 members 
Mstep: Class 38 contains 1077 members 
Mstep: Class 39 contains 16424 members 
Mstep: Class 40 contains 21516 members 
Mstep: Class 41 contains 20596 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25594 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45898 members 
Mstep: Class 47 contains 19954 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11048 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27544 members 
Mstep: Class 53 contains 17072 members 
Mstep: Class 54 contains 21804 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207982960.000000 Penalty: 186489.921875
Iteration 440F: 55 clusters Score -2.07983e+08 nChanged 6666
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17900 members 
Mstep: Class 2 contains 4701 members 
Mstep: Class 3 contains 32947 members 
Mstep: Class 4 contains 45779 members 
Mstep: Class 5 contains 34785 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41960 members 
Mstep: Class 8 contains 45535 members 
Mstep: Class 9 contains 46161 members 
Mstep: Class 10 contains 16647 members 
Mstep: Class 11 contains 27578 members 
Mstep: Class 12 contains 60640 members 
Mstep: Class 13 contains 504 members 
Mstep: Class 14 contains 9463 members 
Mstep: Class 15 contains 8968 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43573 members 
Mstep: Class 18 contains 5197 members 
Mstep: Class 19 contains 5668 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28228 members 
Mstep: Class 22 contains 41679 members 
Mstep: Class 23 contains 26923 members 
Mstep: Class 24 contains 2791 members 
Mstep: Class 25 contains 6871 members 
Mstep: Class 26 contains 41706 members 
Mstep: Class 27 contains 54194 members 
Mstep: Class 28 contains 45377 members 
Mstep: Class 29 contains 3971 members 
Mstep: Class 30 contains 8577 members 
Mstep: Class 31 contains 55222 members 
Mstep: Class 32 contains 26417 members 
Mstep: Class 33 contains 42388 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46765 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 16301 members 
Mstep: Class 40 contains 21624 members 
Mstep: Class 41 contains 20569 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25595 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45891 members 
Mstep: Class 47 contains 19958 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10975 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27388 members 
Mstep: Class 53 contains 17736 members 
Mstep: Class 54 contains 22561 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983040.000000 Penalty: 186489.921875
Iteration 441Q: 55 clusters Score -2.07983e+08 nChanged 4588
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17907 members 
Mstep: Class 2 contains 4702 members 
Mstep: Class 3 contains 32811 members 
Mstep: Class 4 contains 45793 members 
Mstep: Class 5 contains 34951 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41946 members 
Mstep: Class 8 contains 45553 members 
Mstep: Class 9 contains 46037 members 
Mstep: Class 10 contains 16630 members 
Mstep: Class 11 contains 27308 members 
Mstep: Class 12 contains 60626 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 9420 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43432 members 
Mstep: Class 18 contains 5193 members 
Mstep: Class 19 contains 5659 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28213 members 
Mstep: Class 22 contains 41667 members 
Mstep: Class 23 contains 26902 members 
Mstep: Class 24 contains 2750 members 
Mstep: Class 25 contains 6872 members 
Mstep: Class 26 contains 41695 members 
Mstep: Class 27 contains 54136 members 
Mstep: Class 28 contains 45334 members 
Mstep: Class 29 contains 3969 members 
Mstep: Class 30 contains 8482 members 
Mstep: Class 31 contains 55253 members 
Mstep: Class 32 contains 26447 members 
Mstep: Class 33 contains 42391 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46805 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 16341 members 
Mstep: Class 40 contains 21653 members 
Mstep: Class 41 contains 20550 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25598 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45876 members 
Mstep: Class 47 contains 19973 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10928 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27240 members 
Mstep: Class 53 contains 18171 members 
Mstep: Class 54 contains 23028 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983472.000000 Penalty: 186489.921875
Iteration 442Q: 55 clusters Score -2.079835e+08 nChanged 3885
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 4693 members 
Mstep: Class 3 contains 32701 members 
Mstep: Class 4 contains 45796 members 
Mstep: Class 5 contains 35124 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41931 members 
Mstep: Class 8 contains 45550 members 
Mstep: Class 9 contains 45926 members 
Mstep: Class 10 contains 16617 members 
Mstep: Class 11 contains 27106 members 
Mstep: Class 12 contains 60594 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 9382 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43330 members 
Mstep: Class 18 contains 5191 members 
Mstep: Class 19 contains 5653 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28203 members 
Mstep: Class 22 contains 41666 members 
Mstep: Class 23 contains 26901 members 
Mstep: Class 24 contains 2725 members 
Mstep: Class 25 contains 6873 members 
Mstep: Class 26 contains 41687 members 
Mstep: Class 27 contains 54089 members 
Mstep: Class 28 contains 45269 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 8425 members 
Mstep: Class 31 contains 55294 members 
Mstep: Class 32 contains 26508 members 
Mstep: Class 33 contains 42405 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46811 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 16477 members 
Mstep: Class 40 contains 21631 members 
Mstep: Class 41 contains 20533 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25595 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45852 members 
Mstep: Class 47 contains 20003 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10894 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 27019 members 
Mstep: Class 53 contains 18497 members 
Mstep: Class 54 contains 23411 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983248.000000 Penalty: 186489.921875
Iteration 443Q: 55 clusters Score -2.079832e+08 nChanged 3512
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17914 members 
Mstep: Class 2 contains 4698 members 
Mstep: Class 3 contains 32637 members 
Mstep: Class 4 contains 45790 members 
Mstep: Class 5 contains 35293 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41917 members 
Mstep: Class 8 contains 45577 members 
Mstep: Class 9 contains 45826 members 
Mstep: Class 10 contains 16596 members 
Mstep: Class 11 contains 26958 members 
Mstep: Class 12 contains 60554 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 9336 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43220 members 
Mstep: Class 18 contains 5190 members 
Mstep: Class 19 contains 5651 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28196 members 
Mstep: Class 22 contains 41657 members 
Mstep: Class 23 contains 26902 members 
Mstep: Class 24 contains 2706 members 
Mstep: Class 25 contains 6871 members 
Mstep: Class 26 contains 41687 members 
Mstep: Class 27 contains 54030 members 
Mstep: Class 28 contains 45210 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8381 members 
Mstep: Class 31 contains 55333 members 
Mstep: Class 32 contains 26541 members 
Mstep: Class 33 contains 42412 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46833 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 16656 members 
Mstep: Class 40 contains 21606 members 
Mstep: Class 41 contains 20510 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25596 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45828 members 
Mstep: Class 47 contains 20089 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10879 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26830 members 
Mstep: Class 53 contains 18696 members 
Mstep: Class 54 contains 23672 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207982640.000000 Penalty: 186489.921875
Iteration 444Q: 55 clusters Score -2.079826e+08 nChanged 3391
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17921 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 32574 members 
Mstep: Class 4 contains 45819 members 
Mstep: Class 5 contains 35448 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41897 members 
Mstep: Class 8 contains 45602 members 
Mstep: Class 9 contains 45732 members 
Mstep: Class 10 contains 16574 members 
Mstep: Class 11 contains 26809 members 
Mstep: Class 12 contains 60522 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 9299 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43180 members 
Mstep: Class 18 contains 5182 members 
Mstep: Class 19 contains 5646 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28212 members 
Mstep: Class 22 contains 41659 members 
Mstep: Class 23 contains 26889 members 
Mstep: Class 24 contains 2686 members 
Mstep: Class 25 contains 6871 members 
Mstep: Class 26 contains 41678 members 
Mstep: Class 27 contains 54004 members 
Mstep: Class 28 contains 45163 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8343 members 
Mstep: Class 31 contains 55332 members 
Mstep: Class 32 contains 26573 members 
Mstep: Class 33 contains 42418 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46829 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 16833 members 
Mstep: Class 40 contains 21619 members 
Mstep: Class 41 contains 20498 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25603 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45800 members 
Mstep: Class 47 contains 20199 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10862 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26631 members 
Mstep: Class 53 contains 18873 members 
Mstep: Class 54 contains 23803 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983152.000000 Penalty: 186489.921875
Iteration 445Q: 55 clusters Score -2.079832e+08 nChanged 3182
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17917 members 
Mstep: Class 2 contains 4686 members 
Mstep: Class 3 contains 32493 members 
Mstep: Class 4 contains 45833 members 
Mstep: Class 5 contains 35598 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41884 members 
Mstep: Class 8 contains 45607 members 
Mstep: Class 9 contains 45615 members 
Mstep: Class 10 contains 16563 members 
Mstep: Class 11 contains 26672 members 
Mstep: Class 12 contains 60492 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 9256 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43129 members 
Mstep: Class 18 contains 5180 members 
Mstep: Class 19 contains 5641 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28200 members 
Mstep: Class 22 contains 41657 members 
Mstep: Class 23 contains 26882 members 
Mstep: Class 24 contains 2673 members 
Mstep: Class 25 contains 6870 members 
Mstep: Class 26 contains 41670 members 
Mstep: Class 27 contains 53985 members 
Mstep: Class 28 contains 45149 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8325 members 
Mstep: Class 31 contains 55351 members 
Mstep: Class 32 contains 26601 members 
Mstep: Class 33 contains 42435 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46814 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 17024 members 
Mstep: Class 40 contains 21634 members 
Mstep: Class 41 contains 20485 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25608 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45800 members 
Mstep: Class 47 contains 20340 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10854 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26443 members 
Mstep: Class 53 contains 19004 members 
Mstep: Class 54 contains 23909 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983600.000000 Penalty: 186489.921875
Iteration 446Q: 55 clusters Score -2.079836e+08 nChanged 2965
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17912 members 
Mstep: Class 2 contains 4673 members 
Mstep: Class 3 contains 32410 members 
Mstep: Class 4 contains 45848 members 
Mstep: Class 5 contains 35779 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41869 members 
Mstep: Class 8 contains 45628 members 
Mstep: Class 9 contains 45524 members 
Mstep: Class 10 contains 16556 members 
Mstep: Class 11 contains 26547 members 
Mstep: Class 12 contains 60465 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 9197 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43094 members 
Mstep: Class 18 contains 5176 members 
Mstep: Class 19 contains 5637 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28174 members 
Mstep: Class 22 contains 41662 members 
Mstep: Class 23 contains 26873 members 
Mstep: Class 24 contains 2658 members 
Mstep: Class 25 contains 6870 members 
Mstep: Class 26 contains 41663 members 
Mstep: Class 27 contains 53998 members 
Mstep: Class 28 contains 45102 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 8307 members 
Mstep: Class 31 contains 55358 members 
Mstep: Class 32 contains 26611 members 
Mstep: Class 33 contains 42435 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46812 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 17185 members 
Mstep: Class 40 contains 21634 members 
Mstep: Class 41 contains 20466 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25610 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45807 members 
Mstep: Class 47 contains 20489 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10863 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26283 members 
Mstep: Class 53 contains 19162 members 
Mstep: Class 54 contains 23941 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983456.000000 Penalty: 186489.921875
Iteration 447Q: 55 clusters Score -2.079835e+08 nChanged 2934
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17904 members 
Mstep: Class 2 contains 4672 members 
Mstep: Class 3 contains 32336 members 
Mstep: Class 4 contains 45857 members 
Mstep: Class 5 contains 35949 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41856 members 
Mstep: Class 8 contains 45608 members 
Mstep: Class 9 contains 45449 members 
Mstep: Class 10 contains 16545 members 
Mstep: Class 11 contains 26427 members 
Mstep: Class 12 contains 60428 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 9135 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43048 members 
Mstep: Class 18 contains 5175 members 
Mstep: Class 19 contains 5636 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28149 members 
Mstep: Class 22 contains 41702 members 
Mstep: Class 23 contains 26872 members 
Mstep: Class 24 contains 2650 members 
Mstep: Class 25 contains 6872 members 
Mstep: Class 26 contains 41660 members 
Mstep: Class 27 contains 53987 members 
Mstep: Class 28 contains 45055 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8288 members 
Mstep: Class 31 contains 55369 members 
Mstep: Class 32 contains 26628 members 
Mstep: Class 33 contains 42446 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46825 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 17352 members 
Mstep: Class 40 contains 21615 members 
Mstep: Class 41 contains 20436 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25612 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45814 members 
Mstep: Class 47 contains 20662 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10886 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26147 members 
Mstep: Class 53 contains 19312 members 
Mstep: Class 54 contains 23914 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984064.000000 Penalty: 186489.921875
Iteration 448Q: 55 clusters Score -2.079841e+08 nChanged 2765
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17892 members 
Mstep: Class 2 contains 4671 members 
Mstep: Class 3 contains 32278 members 
Mstep: Class 4 contains 45844 members 
Mstep: Class 5 contains 36112 members 
Mstep: Class 6 contains 1463 members 
Mstep: Class 7 contains 41849 members 
Mstep: Class 8 contains 45604 members 
Mstep: Class 9 contains 45375 members 
Mstep: Class 10 contains 16532 members 
Mstep: Class 11 contains 26292 members 
Mstep: Class 12 contains 60397 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 9072 members 
Mstep: Class 15 contains 8962 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 43014 members 
Mstep: Class 18 contains 5175 members 
Mstep: Class 19 contains 5631 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28124 members 
Mstep: Class 22 contains 41721 members 
Mstep: Class 23 contains 26889 members 
Mstep: Class 24 contains 2642 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 41660 members 
Mstep: Class 27 contains 53978 members 
Mstep: Class 28 contains 44983 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8263 members 
Mstep: Class 31 contains 55396 members 
Mstep: Class 32 contains 26648 members 
Mstep: Class 33 contains 42453 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46822 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 17533 members 
Mstep: Class 40 contains 21574 members 
Mstep: Class 41 contains 20419 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25625 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45841 members 
Mstep: Class 47 contains 20855 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10923 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26019 members 
Mstep: Class 53 contains 19422 members 
Mstep: Class 54 contains 23877 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983776.000000 Penalty: 186489.921875
Iteration 449Q: 55 clusters Score -2.079838e+08 nChanged 2780
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17889 members 
Mstep: Class 2 contains 4670 members 
Mstep: Class 3 contains 32215 members 
Mstep: Class 4 contains 45834 members 
Mstep: Class 5 contains 36275 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 41852 members 
Mstep: Class 8 contains 45612 members 
Mstep: Class 9 contains 45291 members 
Mstep: Class 10 contains 16522 members 
Mstep: Class 11 contains 26189 members 
Mstep: Class 12 contains 60399 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 9017 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42961 members 
Mstep: Class 18 contains 5169 members 
Mstep: Class 19 contains 5627 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28117 members 
Mstep: Class 22 contains 41737 members 
Mstep: Class 23 contains 26888 members 
Mstep: Class 24 contains 2632 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 41652 members 
Mstep: Class 27 contains 53966 members 
Mstep: Class 28 contains 44911 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8244 members 
Mstep: Class 31 contains 55411 members 
Mstep: Class 32 contains 26639 members 
Mstep: Class 33 contains 42468 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46804 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 17712 members 
Mstep: Class 40 contains 21501 members 
Mstep: Class 41 contains 20406 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25635 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45853 members 
Mstep: Class 47 contains 21049 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 10969 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25909 members 
Mstep: Class 53 contains 19529 members 
Mstep: Class 54 contains 23851 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984528.000000 Penalty: 186489.921875
Iteration 450Q: 55 clusters Score -2.079845e+08 nChanged 2833
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 4669 members 
Mstep: Class 3 contains 32173 members 
Mstep: Class 4 contains 45842 members 
Mstep: Class 5 contains 36457 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 41855 members 
Mstep: Class 8 contains 45632 members 
Mstep: Class 9 contains 45160 members 
Mstep: Class 10 contains 16518 members 
Mstep: Class 11 contains 26076 members 
Mstep: Class 12 contains 60377 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8960 members 
Mstep: Class 15 contains 8960 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42917 members 
Mstep: Class 18 contains 5170 members 
Mstep: Class 19 contains 5626 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28122 members 
Mstep: Class 22 contains 41756 members 
Mstep: Class 23 contains 26874 members 
Mstep: Class 24 contains 2624 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41648 members 
Mstep: Class 27 contains 53948 members 
Mstep: Class 28 contains 44879 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8224 members 
Mstep: Class 31 contains 55419 members 
Mstep: Class 32 contains 26630 members 
Mstep: Class 33 contains 42477 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46798 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 17895 members 
Mstep: Class 40 contains 21462 members 
Mstep: Class 41 contains 20388 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25644 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45830 members 
Mstep: Class 47 contains 21237 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11021 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25810 members 
Mstep: Class 53 contains 19632 members 
Mstep: Class 54 contains 23774 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984048.000000 Penalty: 186489.921875
Iteration 451Q: 55 clusters Score -2.07984e+08 nChanged 2893
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17871 members 
Mstep: Class 2 contains 4682 members 
Mstep: Class 3 contains 32110 members 
Mstep: Class 4 contains 45858 members 
Mstep: Class 5 contains 36624 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 41850 members 
Mstep: Class 8 contains 45633 members 
Mstep: Class 9 contains 45033 members 
Mstep: Class 10 contains 16511 members 
Mstep: Class 11 contains 25997 members 
Mstep: Class 12 contains 60346 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8890 members 
Mstep: Class 15 contains 8961 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42865 members 
Mstep: Class 18 contains 5172 members 
Mstep: Class 19 contains 5623 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28116 members 
Mstep: Class 22 contains 41789 members 
Mstep: Class 23 contains 26855 members 
Mstep: Class 24 contains 2619 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41642 members 
Mstep: Class 27 contains 53946 members 
Mstep: Class 28 contains 44838 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 8203 members 
Mstep: Class 31 contains 55430 members 
Mstep: Class 32 contains 26619 members 
Mstep: Class 33 contains 42497 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1721 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46788 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 18077 members 
Mstep: Class 40 contains 21399 members 
Mstep: Class 41 contains 20381 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25646 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45810 members 
Mstep: Class 47 contains 21482 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11051 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25722 members 
Mstep: Class 53 contains 19753 members 
Mstep: Class 54 contains 23674 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983968.000000 Penalty: 186489.921875
Iteration 452Q: 55 clusters Score -2.07984e+08 nChanged 2867
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17877 members 
Mstep: Class 2 contains 4685 members 
Mstep: Class 3 contains 32056 members 
Mstep: Class 4 contains 45857 members 
Mstep: Class 5 contains 36787 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 41874 members 
Mstep: Class 8 contains 45629 members 
Mstep: Class 9 contains 44945 members 
Mstep: Class 10 contains 16502 members 
Mstep: Class 11 contains 25916 members 
Mstep: Class 12 contains 60311 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8815 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42797 members 
Mstep: Class 18 contains 5167 members 
Mstep: Class 19 contains 5619 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28087 members 
Mstep: Class 22 contains 41842 members 
Mstep: Class 23 contains 26852 members 
Mstep: Class 24 contains 2619 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41651 members 
Mstep: Class 27 contains 53936 members 
Mstep: Class 28 contains 44801 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 8184 members 
Mstep: Class 31 contains 55426 members 
Mstep: Class 32 contains 26607 members 
Mstep: Class 33 contains 42498 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46787 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 18240 members 
Mstep: Class 40 contains 21332 members 
Mstep: Class 41 contains 20367 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25646 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45778 members 
Mstep: Class 47 contains 21721 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11094 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25648 members 
Mstep: Class 53 contains 19910 members 
Mstep: Class 54 contains 23538 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984240.000000 Penalty: 186489.921875
Iteration 453Q: 55 clusters Score -2.079842e+08 nChanged 2864
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17876 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 32010 members 
Mstep: Class 4 contains 45866 members 
Mstep: Class 5 contains 36994 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 41869 members 
Mstep: Class 8 contains 45647 members 
Mstep: Class 9 contains 44842 members 
Mstep: Class 10 contains 16499 members 
Mstep: Class 11 contains 25829 members 
Mstep: Class 12 contains 60280 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8739 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42732 members 
Mstep: Class 18 contains 5160 members 
Mstep: Class 19 contains 5613 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28039 members 
Mstep: Class 22 contains 41898 members 
Mstep: Class 23 contains 26855 members 
Mstep: Class 24 contains 2612 members 
Mstep: Class 25 contains 6880 members 
Mstep: Class 26 contains 41654 members 
Mstep: Class 27 contains 53919 members 
Mstep: Class 28 contains 44728 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 8166 members 
Mstep: Class 31 contains 55424 members 
Mstep: Class 32 contains 26543 members 
Mstep: Class 33 contains 42506 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46789 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 18415 members 
Mstep: Class 40 contains 21238 members 
Mstep: Class 41 contains 20364 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25646 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45775 members 
Mstep: Class 47 contains 21999 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11127 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25603 members 
Mstep: Class 53 contains 20045 members 
Mstep: Class 54 contains 23404 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984512.000000 Penalty: 186489.921875
Iteration 454Q: 55 clusters Score -2.079845e+08 nChanged 2740
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 4691 members 
Mstep: Class 3 contains 31957 members 
Mstep: Class 4 contains 45866 members 
Mstep: Class 5 contains 37197 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 41867 members 
Mstep: Class 8 contains 45641 members 
Mstep: Class 9 contains 44751 members 
Mstep: Class 10 contains 16490 members 
Mstep: Class 11 contains 25756 members 
Mstep: Class 12 contains 60245 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8656 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42693 members 
Mstep: Class 18 contains 5154 members 
Mstep: Class 19 contains 5608 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 28017 members 
Mstep: Class 22 contains 41933 members 
Mstep: Class 23 contains 26856 members 
Mstep: Class 24 contains 2604 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41649 members 
Mstep: Class 27 contains 53911 members 
Mstep: Class 28 contains 44672 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 8145 members 
Mstep: Class 31 contains 55425 members 
Mstep: Class 32 contains 26468 members 
Mstep: Class 33 contains 42517 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46788 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 18578 members 
Mstep: Class 40 contains 21135 members 
Mstep: Class 41 contains 20355 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25652 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45771 members 
Mstep: Class 47 contains 22320 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11156 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25554 members 
Mstep: Class 53 contains 20186 members 
Mstep: Class 54 contains 23255 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984752.000000 Penalty: 186489.921875
Iteration 455Q: 55 clusters Score -2.079848e+08 nChanged 2775
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17880 members 
Mstep: Class 2 contains 4692 members 
Mstep: Class 3 contains 31925 members 
Mstep: Class 4 contains 45856 members 
Mstep: Class 5 contains 37398 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 41856 members 
Mstep: Class 8 contains 45654 members 
Mstep: Class 9 contains 44665 members 
Mstep: Class 10 contains 16491 members 
Mstep: Class 11 contains 25686 members 
Mstep: Class 12 contains 60226 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8582 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42646 members 
Mstep: Class 18 contains 5149 members 
Mstep: Class 19 contains 5604 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27998 members 
Mstep: Class 22 contains 41994 members 
Mstep: Class 23 contains 26852 members 
Mstep: Class 24 contains 2602 members 
Mstep: Class 25 contains 6875 members 
Mstep: Class 26 contains 41622 members 
Mstep: Class 27 contains 53907 members 
Mstep: Class 28 contains 44615 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 8126 members 
Mstep: Class 31 contains 55421 members 
Mstep: Class 32 contains 26377 members 
Mstep: Class 33 contains 42528 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46779 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 18765 members 
Mstep: Class 40 contains 21005 members 
Mstep: Class 41 contains 20344 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25656 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45766 members 
Mstep: Class 47 contains 22611 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11175 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25538 members 
Mstep: Class 53 contains 20282 members 
Mstep: Class 54 contains 23131 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984864.000000 Penalty: 186489.921875
Iteration 456Q: 55 clusters Score -2.079849e+08 nChanged 2725
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17881 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 31913 members 
Mstep: Class 4 contains 45852 members 
Mstep: Class 5 contains 37597 members 
Mstep: Class 6 contains 1462 members 
Mstep: Class 7 contains 41846 members 
Mstep: Class 8 contains 45620 members 
Mstep: Class 9 contains 44567 members 
Mstep: Class 10 contains 16492 members 
Mstep: Class 11 contains 25618 members 
Mstep: Class 12 contains 60197 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8531 members 
Mstep: Class 15 contains 8964 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42620 members 
Mstep: Class 18 contains 5145 members 
Mstep: Class 19 contains 5601 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27987 members 
Mstep: Class 22 contains 42039 members 
Mstep: Class 23 contains 26854 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 6873 members 
Mstep: Class 26 contains 41616 members 
Mstep: Class 27 contains 53895 members 
Mstep: Class 28 contains 44550 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 8115 members 
Mstep: Class 31 contains 55417 members 
Mstep: Class 32 contains 26328 members 
Mstep: Class 33 contains 42536 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46752 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 18993 members 
Mstep: Class 40 contains 20846 members 
Mstep: Class 41 contains 20332 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25662 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45767 members 
Mstep: Class 47 contains 22871 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11180 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25513 members 
Mstep: Class 53 contains 20330 members 
Mstep: Class 54 contains 23047 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984736.000000 Penalty: 186489.921875
Iteration 457Q: 55 clusters Score -2.079847e+08 nChanged 2650
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 4695 members 
Mstep: Class 3 contains 31897 members 
Mstep: Class 4 contains 45848 members 
Mstep: Class 5 contains 37783 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41844 members 
Mstep: Class 8 contains 45596 members 
Mstep: Class 9 contains 44482 members 
Mstep: Class 10 contains 16495 members 
Mstep: Class 11 contains 25564 members 
Mstep: Class 12 contains 60170 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8486 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42583 members 
Mstep: Class 18 contains 5135 members 
Mstep: Class 19 contains 5599 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27979 members 
Mstep: Class 22 contains 42084 members 
Mstep: Class 23 contains 26858 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 41605 members 
Mstep: Class 27 contains 53894 members 
Mstep: Class 28 contains 44494 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 8101 members 
Mstep: Class 31 contains 55392 members 
Mstep: Class 32 contains 26247 members 
Mstep: Class 33 contains 42549 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46722 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 19229 members 
Mstep: Class 40 contains 20681 members 
Mstep: Class 41 contains 20328 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25662 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45766 members 
Mstep: Class 47 contains 23123 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11160 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25510 members 
Mstep: Class 53 contains 20387 members 
Mstep: Class 54 contains 22977 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984976.000000 Penalty: 186489.921875
Iteration 458Q: 55 clusters Score -2.07985e+08 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17867 members 
Mstep: Class 2 contains 4700 members 
Mstep: Class 3 contains 31866 members 
Mstep: Class 4 contains 45853 members 
Mstep: Class 5 contains 37957 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41840 members 
Mstep: Class 8 contains 45585 members 
Mstep: Class 9 contains 44430 members 
Mstep: Class 10 contains 16489 members 
Mstep: Class 11 contains 25503 members 
Mstep: Class 12 contains 60159 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8432 members 
Mstep: Class 15 contains 8965 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42560 members 
Mstep: Class 18 contains 5129 members 
Mstep: Class 19 contains 5598 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27956 members 
Mstep: Class 22 contains 42102 members 
Mstep: Class 23 contains 26857 members 
Mstep: Class 24 contains 2600 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 41599 members 
Mstep: Class 27 contains 53893 members 
Mstep: Class 28 contains 44438 members 
Mstep: Class 29 contains 3967 members 
Mstep: Class 30 contains 8087 members 
Mstep: Class 31 contains 55359 members 
Mstep: Class 32 contains 26162 members 
Mstep: Class 33 contains 42563 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46698 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 19499 members 
Mstep: Class 40 contains 20532 members 
Mstep: Class 41 contains 20324 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25660 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45760 members 
Mstep: Class 47 contains 23370 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11152 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25495 members 
Mstep: Class 53 contains 20387 members 
Mstep: Class 54 contains 22943 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985088.000000 Penalty: 186489.921875
Iteration 459Q: 55 clusters Score -2.079851e+08 nChanged 2537
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17856 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 31825 members 
Mstep: Class 4 contains 45873 members 
Mstep: Class 5 contains 38113 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41838 members 
Mstep: Class 8 contains 45577 members 
Mstep: Class 9 contains 44369 members 
Mstep: Class 10 contains 16482 members 
Mstep: Class 11 contains 25435 members 
Mstep: Class 12 contains 60122 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8381 members 
Mstep: Class 15 contains 8966 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42547 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 19 contains 5596 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27957 members 
Mstep: Class 22 contains 42093 members 
Mstep: Class 23 contains 26850 members 
Mstep: Class 24 contains 2599 members 
Mstep: Class 25 contains 6875 members 
Mstep: Class 26 contains 41602 members 
Mstep: Class 27 contains 53878 members 
Mstep: Class 28 contains 44408 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8075 members 
Mstep: Class 31 contains 55321 members 
Mstep: Class 32 contains 26066 members 
Mstep: Class 33 contains 42575 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46680 members 
Mstep: Class 38 contains 1076 members 
Mstep: Class 39 contains 19774 members 
Mstep: Class 40 contains 20430 members 
Mstep: Class 41 contains 20322 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25659 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45766 members 
Mstep: Class 47 contains 23623 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11121 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25493 members 
Mstep: Class 53 contains 20355 members 
Mstep: Class 54 contains 22919 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984944.000000 Penalty: 186489.921875
Iteration 460F: 55 clusters Score -2.079849e+08 nChanged 2486
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17846 members 
Mstep: Class 2 contains 4696 members 
Mstep: Class 3 contains 31799 members 
Mstep: Class 4 contains 45881 members 
Mstep: Class 5 contains 38272 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41839 members 
Mstep: Class 8 contains 45578 members 
Mstep: Class 9 contains 44320 members 
Mstep: Class 10 contains 16480 members 
Mstep: Class 11 contains 25366 members 
Mstep: Class 12 contains 60089 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8341 members 
Mstep: Class 15 contains 8963 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42518 members 
Mstep: Class 18 contains 5128 members 
Mstep: Class 19 contains 5594 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27955 members 
Mstep: Class 22 contains 42106 members 
Mstep: Class 23 contains 26854 members 
Mstep: Class 24 contains 2586 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 41596 members 
Mstep: Class 27 contains 53885 members 
Mstep: Class 28 contains 44347 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 8064 members 
Mstep: Class 31 contains 55276 members 
Mstep: Class 32 contains 25958 members 
Mstep: Class 33 contains 42587 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46664 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 20080 members 
Mstep: Class 40 contains 20338 members 
Mstep: Class 41 contains 20325 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25662 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45778 members 
Mstep: Class 47 contains 23826 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11082 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25531 members 
Mstep: Class 53 contains 20266 members 
Mstep: Class 54 contains 22895 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985328.000000 Penalty: 186489.921875
Iteration 461Q: 55 clusters Score -2.079853e+08 nChanged 2418
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17844 members 
Mstep: Class 2 contains 4689 members 
Mstep: Class 3 contains 31772 members 
Mstep: Class 4 contains 45889 members 
Mstep: Class 5 contains 38454 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41832 members 
Mstep: Class 8 contains 45580 members 
Mstep: Class 9 contains 44234 members 
Mstep: Class 10 contains 16473 members 
Mstep: Class 11 contains 25305 members 
Mstep: Class 12 contains 60082 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8304 members 
Mstep: Class 15 contains 8960 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42501 members 
Mstep: Class 18 contains 5123 members 
Mstep: Class 19 contains 5593 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27936 members 
Mstep: Class 22 contains 42119 members 
Mstep: Class 23 contains 26857 members 
Mstep: Class 24 contains 2577 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41596 members 
Mstep: Class 27 contains 53892 members 
Mstep: Class 28 contains 44313 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 8050 members 
Mstep: Class 31 contains 55240 members 
Mstep: Class 32 contains 25819 members 
Mstep: Class 33 contains 42591 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46634 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 20381 members 
Mstep: Class 40 contains 20257 members 
Mstep: Class 41 contains 20316 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25663 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45782 members 
Mstep: Class 47 contains 24007 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11074 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25592 members 
Mstep: Class 53 contains 20158 members 
Mstep: Class 54 contains 22880 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985296.000000 Penalty: 186489.921875
Iteration 462Q: 55 clusters Score -2.079853e+08 nChanged 2366
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17842 members 
Mstep: Class 2 contains 4684 members 
Mstep: Class 3 contains 31755 members 
Mstep: Class 4 contains 45906 members 
Mstep: Class 5 contains 38594 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41831 members 
Mstep: Class 8 contains 45593 members 
Mstep: Class 9 contains 44165 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 25218 members 
Mstep: Class 12 contains 60060 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8265 members 
Mstep: Class 15 contains 8956 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42487 members 
Mstep: Class 18 contains 5119 members 
Mstep: Class 19 contains 5591 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27920 members 
Mstep: Class 22 contains 42122 members 
Mstep: Class 23 contains 26852 members 
Mstep: Class 24 contains 2565 members 
Mstep: Class 25 contains 6877 members 
Mstep: Class 26 contains 41614 members 
Mstep: Class 27 contains 53892 members 
Mstep: Class 28 contains 44272 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 8046 members 
Mstep: Class 31 contains 55228 members 
Mstep: Class 32 contains 25686 members 
Mstep: Class 33 contains 42592 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46616 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 20680 members 
Mstep: Class 40 contains 20198 members 
Mstep: Class 41 contains 20317 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25663 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45780 members 
Mstep: Class 47 contains 24188 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11073 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25645 members 
Mstep: Class 53 contains 20026 members 
Mstep: Class 54 contains 22862 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985344.000000 Penalty: 186489.921875
Iteration 463Q: 55 clusters Score -2.079853e+08 nChanged 2390
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17836 members 
Mstep: Class 2 contains 4677 members 
Mstep: Class 3 contains 31718 members 
Mstep: Class 4 contains 45904 members 
Mstep: Class 5 contains 38719 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41826 members 
Mstep: Class 8 contains 45599 members 
Mstep: Class 9 contains 44090 members 
Mstep: Class 10 contains 16466 members 
Mstep: Class 11 contains 25150 members 
Mstep: Class 12 contains 60032 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8212 members 
Mstep: Class 15 contains 8952 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42480 members 
Mstep: Class 18 contains 5118 members 
Mstep: Class 19 contains 5590 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27937 members 
Mstep: Class 22 contains 42146 members 
Mstep: Class 23 contains 26853 members 
Mstep: Class 24 contains 2552 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41613 members 
Mstep: Class 27 contains 53888 members 
Mstep: Class 28 contains 44254 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8034 members 
Mstep: Class 31 contains 55185 members 
Mstep: Class 32 contains 25541 members 
Mstep: Class 33 contains 42592 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46583 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 20938 members 
Mstep: Class 40 contains 20153 members 
Mstep: Class 41 contains 20311 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25668 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45791 members 
Mstep: Class 47 contains 24362 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11096 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25716 members 
Mstep: Class 53 contains 19918 members 
Mstep: Class 54 contains 22868 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985216.000000 Penalty: 186489.921875
Iteration 464Q: 55 clusters Score -2.079852e+08 nChanged 2323
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17826 members 
Mstep: Class 2 contains 4672 members 
Mstep: Class 3 contains 31692 members 
Mstep: Class 4 contains 45900 members 
Mstep: Class 5 contains 38854 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41840 members 
Mstep: Class 8 contains 45588 members 
Mstep: Class 9 contains 44020 members 
Mstep: Class 10 contains 16468 members 
Mstep: Class 11 contains 25078 members 
Mstep: Class 12 contains 60020 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8167 members 
Mstep: Class 15 contains 8951 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42487 members 
Mstep: Class 18 contains 5114 members 
Mstep: Class 19 contains 5586 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27932 members 
Mstep: Class 22 contains 42168 members 
Mstep: Class 23 contains 26857 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 6881 members 
Mstep: Class 26 contains 41609 members 
Mstep: Class 27 contains 53875 members 
Mstep: Class 28 contains 44213 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8032 members 
Mstep: Class 31 contains 55154 members 
Mstep: Class 32 contains 25403 members 
Mstep: Class 33 contains 42598 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46573 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 21202 members 
Mstep: Class 40 contains 20075 members 
Mstep: Class 41 contains 20319 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25671 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45771 members 
Mstep: Class 47 contains 24471 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11117 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25771 members 
Mstep: Class 53 contains 19835 members 
Mstep: Class 54 contains 22911 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985120.000000 Penalty: 186489.921875
Iteration 465Q: 55 clusters Score -2.079851e+08 nChanged 2256
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 4670 members 
Mstep: Class 3 contains 31644 members 
Mstep: Class 4 contains 45918 members 
Mstep: Class 5 contains 38970 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41833 members 
Mstep: Class 8 contains 45601 members 
Mstep: Class 9 contains 43964 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 25003 members 
Mstep: Class 12 contains 60012 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8133 members 
Mstep: Class 15 contains 8950 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42467 members 
Mstep: Class 18 contains 5107 members 
Mstep: Class 19 contains 5585 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27922 members 
Mstep: Class 22 contains 42174 members 
Mstep: Class 23 contains 26859 members 
Mstep: Class 24 contains 2545 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 41611 members 
Mstep: Class 27 contains 53870 members 
Mstep: Class 28 contains 44154 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8015 members 
Mstep: Class 31 contains 55149 members 
Mstep: Class 32 contains 25246 members 
Mstep: Class 33 contains 42596 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46561 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 21490 members 
Mstep: Class 40 contains 20033 members 
Mstep: Class 41 contains 20328 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25675 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45750 members 
Mstep: Class 47 contains 24603 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11120 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25827 members 
Mstep: Class 53 contains 19733 members 
Mstep: Class 54 contains 22954 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984496.000000 Penalty: 186489.921875
Iteration 466Q: 55 clusters Score -2.079845e+08 nChanged 2277
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17830 members 
Mstep: Class 2 contains 4668 members 
Mstep: Class 3 contains 31616 members 
Mstep: Class 4 contains 45909 members 
Mstep: Class 5 contains 39103 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41821 members 
Mstep: Class 8 contains 45605 members 
Mstep: Class 9 contains 43929 members 
Mstep: Class 10 contains 16464 members 
Mstep: Class 11 contains 24926 members 
Mstep: Class 12 contains 59990 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8101 members 
Mstep: Class 15 contains 8948 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42436 members 
Mstep: Class 18 contains 5101 members 
Mstep: Class 19 contains 5584 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27912 members 
Mstep: Class 22 contains 42175 members 
Mstep: Class 23 contains 26857 members 
Mstep: Class 24 contains 2546 members 
Mstep: Class 25 contains 6884 members 
Mstep: Class 26 contains 41615 members 
Mstep: Class 27 contains 53862 members 
Mstep: Class 28 contains 44124 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8010 members 
Mstep: Class 31 contains 55118 members 
Mstep: Class 32 contains 25094 members 
Mstep: Class 33 contains 42597 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46556 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 21724 members 
Mstep: Class 40 contains 20004 members 
Mstep: Class 41 contains 20330 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25677 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45747 members 
Mstep: Class 47 contains 24691 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11140 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25897 members 
Mstep: Class 53 contains 19645 members 
Mstep: Class 54 contains 23009 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985072.000000 Penalty: 186489.921875
Iteration 467Q: 55 clusters Score -2.079851e+08 nChanged 2203
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17825 members 
Mstep: Class 2 contains 4665 members 
Mstep: Class 3 contains 31578 members 
Mstep: Class 4 contains 45923 members 
Mstep: Class 5 contains 39203 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41812 members 
Mstep: Class 8 contains 45622 members 
Mstep: Class 9 contains 43876 members 
Mstep: Class 10 contains 16457 members 
Mstep: Class 11 contains 24847 members 
Mstep: Class 12 contains 59981 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8060 members 
Mstep: Class 15 contains 8944 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42409 members 
Mstep: Class 18 contains 5096 members 
Mstep: Class 19 contains 5583 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27890 members 
Mstep: Class 22 contains 42198 members 
Mstep: Class 23 contains 26844 members 
Mstep: Class 24 contains 2534 members 
Mstep: Class 25 contains 6884 members 
Mstep: Class 26 contains 41617 members 
Mstep: Class 27 contains 53876 members 
Mstep: Class 28 contains 44092 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8006 members 
Mstep: Class 31 contains 55087 members 
Mstep: Class 32 contains 24949 members 
Mstep: Class 33 contains 42600 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46561 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 21937 members 
Mstep: Class 40 contains 20000 members 
Mstep: Class 41 contains 20334 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25687 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45735 members 
Mstep: Class 47 contains 24746 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11153 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25974 members 
Mstep: Class 53 contains 19577 members 
Mstep: Class 54 contains 23083 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985008.000000 Penalty: 186489.921875
Iteration 468Q: 55 clusters Score -2.07985e+08 nChanged 2183
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17819 members 
Mstep: Class 2 contains 4663 members 
Mstep: Class 3 contains 31534 members 
Mstep: Class 4 contains 45933 members 
Mstep: Class 5 contains 39332 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41803 members 
Mstep: Class 8 contains 45642 members 
Mstep: Class 9 contains 43796 members 
Mstep: Class 10 contains 16459 members 
Mstep: Class 11 contains 24794 members 
Mstep: Class 12 contains 59969 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 8004 members 
Mstep: Class 15 contains 8942 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42396 members 
Mstep: Class 18 contains 5094 members 
Mstep: Class 19 contains 5582 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27869 members 
Mstep: Class 22 contains 42217 members 
Mstep: Class 23 contains 26837 members 
Mstep: Class 24 contains 2525 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 41620 members 
Mstep: Class 27 contains 53891 members 
Mstep: Class 28 contains 44048 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 8001 members 
Mstep: Class 31 contains 55062 members 
Mstep: Class 32 contains 24810 members 
Mstep: Class 33 contains 42608 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46558 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 22146 members 
Mstep: Class 40 contains 20002 members 
Mstep: Class 41 contains 20334 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25694 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45723 members 
Mstep: Class 47 contains 24810 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11158 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25998 members 
Mstep: Class 53 contains 19527 members 
Mstep: Class 54 contains 23162 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985040.000000 Penalty: 186489.921875
Iteration 469Q: 55 clusters Score -2.07985e+08 nChanged 2185
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17817 members 
Mstep: Class 2 contains 4657 members 
Mstep: Class 3 contains 31509 members 
Mstep: Class 4 contains 45940 members 
Mstep: Class 5 contains 39433 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41782 members 
Mstep: Class 8 contains 45657 members 
Mstep: Class 9 contains 43747 members 
Mstep: Class 10 contains 16462 members 
Mstep: Class 11 contains 24741 members 
Mstep: Class 12 contains 59947 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7952 members 
Mstep: Class 15 contains 8936 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42381 members 
Mstep: Class 18 contains 5093 members 
Mstep: Class 19 contains 5579 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27879 members 
Mstep: Class 22 contains 42234 members 
Mstep: Class 23 contains 26840 members 
Mstep: Class 24 contains 2518 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 41633 members 
Mstep: Class 27 contains 53908 members 
Mstep: Class 28 contains 44005 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 7984 members 
Mstep: Class 31 contains 55035 members 
Mstep: Class 32 contains 24658 members 
Mstep: Class 33 contains 42610 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46574 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 22332 members 
Mstep: Class 40 contains 20016 members 
Mstep: Class 41 contains 20340 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25700 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45712 members 
Mstep: Class 47 contains 24836 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11166 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26051 members 
Mstep: Class 53 contains 19468 members 
Mstep: Class 54 contains 23231 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984592.000000 Penalty: 186489.921875
Iteration 470Q: 55 clusters Score -2.079846e+08 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17815 members 
Mstep: Class 2 contains 4655 members 
Mstep: Class 3 contains 31479 members 
Mstep: Class 4 contains 45946 members 
Mstep: Class 5 contains 39506 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41767 members 
Mstep: Class 8 contains 45664 members 
Mstep: Class 9 contains 43729 members 
Mstep: Class 10 contains 16463 members 
Mstep: Class 11 contains 24711 members 
Mstep: Class 12 contains 59956 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7884 members 
Mstep: Class 15 contains 8931 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42366 members 
Mstep: Class 18 contains 5092 members 
Mstep: Class 19 contains 5576 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27883 members 
Mstep: Class 22 contains 42263 members 
Mstep: Class 23 contains 26838 members 
Mstep: Class 24 contains 2512 members 
Mstep: Class 25 contains 6883 members 
Mstep: Class 26 contains 41643 members 
Mstep: Class 27 contains 53907 members 
Mstep: Class 28 contains 43971 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 7963 members 
Mstep: Class 31 contains 54991 members 
Mstep: Class 32 contains 24524 members 
Mstep: Class 33 contains 42609 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46562 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 22499 members 
Mstep: Class 40 contains 20048 members 
Mstep: Class 41 contains 20346 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25704 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45698 members 
Mstep: Class 47 contains 24849 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11200 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26107 members 
Mstep: Class 53 contains 19384 members 
Mstep: Class 54 contains 23322 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984864.000000 Penalty: 186489.921875
Iteration 471Q: 55 clusters Score -2.079849e+08 nChanged 2199
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17806 members 
Mstep: Class 2 contains 4649 members 
Mstep: Class 3 contains 31457 members 
Mstep: Class 4 contains 45953 members 
Mstep: Class 5 contains 39594 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41768 members 
Mstep: Class 8 contains 45670 members 
Mstep: Class 9 contains 43691 members 
Mstep: Class 10 contains 16462 members 
Mstep: Class 11 contains 24680 members 
Mstep: Class 12 contains 59952 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7814 members 
Mstep: Class 15 contains 8923 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42358 members 
Mstep: Class 18 contains 5093 members 
Mstep: Class 19 contains 5575 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27873 members 
Mstep: Class 22 contains 42262 members 
Mstep: Class 23 contains 26840 members 
Mstep: Class 24 contains 2510 members 
Mstep: Class 25 contains 6881 members 
Mstep: Class 26 contains 41645 members 
Mstep: Class 27 contains 53915 members 
Mstep: Class 28 contains 43927 members 
Mstep: Class 29 contains 3966 members 
Mstep: Class 30 contains 7949 members 
Mstep: Class 31 contains 54981 members 
Mstep: Class 32 contains 24411 members 
Mstep: Class 33 contains 42613 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46538 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 22656 members 
Mstep: Class 40 contains 20095 members 
Mstep: Class 41 contains 20354 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25711 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45681 members 
Mstep: Class 47 contains 24833 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11227 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26116 members 
Mstep: Class 53 contains 19318 members 
Mstep: Class 54 contains 23464 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984768.000000 Penalty: 186489.921875
Iteration 472Q: 55 clusters Score -2.079848e+08 nChanged 2181
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17802 members 
Mstep: Class 2 contains 4643 members 
Mstep: Class 3 contains 31414 members 
Mstep: Class 4 contains 45975 members 
Mstep: Class 5 contains 39666 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41753 members 
Mstep: Class 8 contains 45672 members 
Mstep: Class 9 contains 43663 members 
Mstep: Class 10 contains 16463 members 
Mstep: Class 11 contains 24649 members 
Mstep: Class 12 contains 59961 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7752 members 
Mstep: Class 15 contains 8913 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42376 members 
Mstep: Class 18 contains 5088 members 
Mstep: Class 19 contains 5571 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27863 members 
Mstep: Class 22 contains 42291 members 
Mstep: Class 23 contains 26833 members 
Mstep: Class 24 contains 2509 members 
Mstep: Class 25 contains 6881 members 
Mstep: Class 26 contains 41657 members 
Mstep: Class 27 contains 53900 members 
Mstep: Class 28 contains 43883 members 
Mstep: Class 29 contains 3965 members 
Mstep: Class 30 contains 7939 members 
Mstep: Class 31 contains 54961 members 
Mstep: Class 32 contains 24291 members 
Mstep: Class 33 contains 42609 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46527 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 22841 members 
Mstep: Class 40 contains 20106 members 
Mstep: Class 41 contains 20367 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25719 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45674 members 
Mstep: Class 47 contains 24804 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11237 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26160 members 
Mstep: Class 53 contains 19253 members 
Mstep: Class 54 contains 23580 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984272.000000 Penalty: 186489.921875
Iteration 473Q: 55 clusters Score -2.079843e+08 nChanged 2148
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17803 members 
Mstep: Class 2 contains 4640 members 
Mstep: Class 3 contains 31377 members 
Mstep: Class 4 contains 45977 members 
Mstep: Class 5 contains 39748 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41742 members 
Mstep: Class 8 contains 45662 members 
Mstep: Class 9 contains 43616 members 
Mstep: Class 10 contains 16465 members 
Mstep: Class 11 contains 24630 members 
Mstep: Class 12 contains 59971 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7713 members 
Mstep: Class 15 contains 8904 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42371 members 
Mstep: Class 18 contains 5084 members 
Mstep: Class 19 contains 5566 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27841 members 
Mstep: Class 22 contains 42303 members 
Mstep: Class 23 contains 26830 members 
Mstep: Class 24 contains 2506 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 41672 members 
Mstep: Class 27 contains 53888 members 
Mstep: Class 28 contains 43874 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7925 members 
Mstep: Class 31 contains 54935 members 
Mstep: Class 32 contains 24175 members 
Mstep: Class 33 contains 42609 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46515 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 23000 members 
Mstep: Class 40 contains 20135 members 
Mstep: Class 41 contains 20376 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25723 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45668 members 
Mstep: Class 47 contains 24779 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11224 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26233 members 
Mstep: Class 53 contains 19185 members 
Mstep: Class 54 contains 23701 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984656.000000 Penalty: 186489.921875
Iteration 474Q: 55 clusters Score -2.079847e+08 nChanged 2177
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17797 members 
Mstep: Class 2 contains 4638 members 
Mstep: Class 3 contains 31354 members 
Mstep: Class 4 contains 45992 members 
Mstep: Class 5 contains 39833 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41737 members 
Mstep: Class 8 contains 45647 members 
Mstep: Class 9 contains 43581 members 
Mstep: Class 10 contains 16467 members 
Mstep: Class 11 contains 24625 members 
Mstep: Class 12 contains 59965 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7668 members 
Mstep: Class 15 contains 8893 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42360 members 
Mstep: Class 18 contains 5079 members 
Mstep: Class 19 contains 5565 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27849 members 
Mstep: Class 22 contains 42336 members 
Mstep: Class 23 contains 26826 members 
Mstep: Class 24 contains 2502 members 
Mstep: Class 25 contains 6882 members 
Mstep: Class 26 contains 41682 members 
Mstep: Class 27 contains 53887 members 
Mstep: Class 28 contains 43856 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7913 members 
Mstep: Class 31 contains 54905 members 
Mstep: Class 32 contains 24045 members 
Mstep: Class 33 contains 42604 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46506 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 23147 members 
Mstep: Class 40 contains 20177 members 
Mstep: Class 41 contains 20381 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25737 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45657 members 
Mstep: Class 47 contains 24723 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11225 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26254 members 
Mstep: Class 53 contains 19117 members 
Mstep: Class 54 contains 23837 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984432.000000 Penalty: 186489.921875
Iteration 475Q: 55 clusters Score -2.079844e+08 nChanged 2304
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 4634 members 
Mstep: Class 3 contains 31337 members 
Mstep: Class 4 contains 46002 members 
Mstep: Class 5 contains 39954 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41720 members 
Mstep: Class 8 contains 45615 members 
Mstep: Class 9 contains 43553 members 
Mstep: Class 10 contains 16455 members 
Mstep: Class 11 contains 24590 members 
Mstep: Class 12 contains 59950 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7618 members 
Mstep: Class 15 contains 8888 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42327 members 
Mstep: Class 18 contains 5078 members 
Mstep: Class 19 contains 5562 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27840 members 
Mstep: Class 22 contains 42384 members 
Mstep: Class 23 contains 26819 members 
Mstep: Class 24 contains 2498 members 
Mstep: Class 25 contains 6880 members 
Mstep: Class 26 contains 41696 members 
Mstep: Class 27 contains 53881 members 
Mstep: Class 28 contains 43818 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7906 members 
Mstep: Class 31 contains 54894 members 
Mstep: Class 32 contains 23917 members 
Mstep: Class 33 contains 42602 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46490 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 23313 members 
Mstep: Class 40 contains 20214 members 
Mstep: Class 41 contains 20388 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25740 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45667 members 
Mstep: Class 47 contains 24645 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11220 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26312 members 
Mstep: Class 53 contains 19055 members 
Mstep: Class 54 contains 23993 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984480.000000 Penalty: 186489.921875
Iteration 476Q: 55 clusters Score -2.079845e+08 nChanged 2433
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17794 members 
Mstep: Class 2 contains 4628 members 
Mstep: Class 3 contains 31325 members 
Mstep: Class 4 contains 46007 members 
Mstep: Class 5 contains 40080 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41719 members 
Mstep: Class 8 contains 45593 members 
Mstep: Class 9 contains 43539 members 
Mstep: Class 10 contains 16444 members 
Mstep: Class 11 contains 24565 members 
Mstep: Class 12 contains 59936 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7577 members 
Mstep: Class 15 contains 8883 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42311 members 
Mstep: Class 18 contains 5074 members 
Mstep: Class 19 contains 5560 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27822 members 
Mstep: Class 22 contains 42433 members 
Mstep: Class 23 contains 26808 members 
Mstep: Class 24 contains 2490 members 
Mstep: Class 25 contains 6880 members 
Mstep: Class 26 contains 41707 members 
Mstep: Class 27 contains 53879 members 
Mstep: Class 28 contains 43776 members 
Mstep: Class 29 contains 3964 members 
Mstep: Class 30 contains 7893 members 
Mstep: Class 31 contains 54861 members 
Mstep: Class 32 contains 23784 members 
Mstep: Class 33 contains 42604 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46469 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 23457 members 
Mstep: Class 40 contains 20264 members 
Mstep: Class 41 contains 20387 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25741 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45666 members 
Mstep: Class 47 contains 24571 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11219 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26325 members 
Mstep: Class 53 contains 18996 members 
Mstep: Class 54 contains 24181 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984672.000000 Penalty: 186489.921875
Iteration 477Q: 55 clusters Score -2.079847e+08 nChanged 2467
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17798 members 
Mstep: Class 2 contains 4621 members 
Mstep: Class 3 contains 31312 members 
Mstep: Class 4 contains 46010 members 
Mstep: Class 5 contains 40213 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41728 members 
Mstep: Class 8 contains 45552 members 
Mstep: Class 9 contains 43501 members 
Mstep: Class 10 contains 16444 members 
Mstep: Class 11 contains 24547 members 
Mstep: Class 12 contains 59939 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7520 members 
Mstep: Class 15 contains 8881 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5070 members 
Mstep: Class 19 contains 5559 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27794 members 
Mstep: Class 22 contains 42460 members 
Mstep: Class 23 contains 26803 members 
Mstep: Class 24 contains 2484 members 
Mstep: Class 25 contains 6879 members 
Mstep: Class 26 contains 41715 members 
Mstep: Class 27 contains 53876 members 
Mstep: Class 28 contains 43704 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7892 members 
Mstep: Class 31 contains 54847 members 
Mstep: Class 32 contains 23631 members 
Mstep: Class 33 contains 42592 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46458 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 23577 members 
Mstep: Class 40 contains 20356 members 
Mstep: Class 41 contains 20395 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25747 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45668 members 
Mstep: Class 47 contains 24476 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11228 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26378 members 
Mstep: Class 53 contains 18954 members 
Mstep: Class 54 contains 24344 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984880.000000 Penalty: 186489.921875
Iteration 478Q: 55 clusters Score -2.079849e+08 nChanged 2597
Entering ConstructFrom: 
Score: -207984880.000000 Penalty: 186489.921875
Entering ConstructFrom: 
Trying to split cluster 1 (17792 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17792 members 
Entering Unmasked Estep 
Score: -3332615.500000 Penalty: 2427.052979
	Iteration 0F: 2 clusters Score -3332616 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 8868 members 
Entering Unmasked Estep 
Score: -3319956.750000 Penalty: 4854.105957
	Iteration 0F: 3 clusters Score -3319957 nChanged 7721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9067 members 
Mstep: Class 2 contains 8725 members 
Entering Unmasked Estep 
Score: -3323973.250000 Penalty: 4854.105957
	Iteration 1F: 3 clusters Score -3323973 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9154 members 
Mstep: Class 2 contains 8638 members 
Entering Unmasked Estep 
Score: -3324237.000000 Penalty: 4854.105957
	Iteration 2Q: 3 clusters Score -3324237 nChanged 721
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9259 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -3324468.000000 Penalty: 4854.105957
	Iteration 3Q: 3 clusters Score -3324468 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9445 members 
Mstep: Class 2 contains 8347 members 
Entering Unmasked Estep 
Score: -3324650.500000 Penalty: 4854.105957
	Iteration 4Q: 3 clusters Score -3324650 nChanged 576
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9667 members 
Mstep: Class 2 contains 8125 members 
Entering Unmasked Estep 
Score: -3324829.500000 Penalty: 4854.105957
	Iteration 5Q: 3 clusters Score -3324830 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9900 members 
Mstep: Class 2 contains 7892 members 
Entering Unmasked Estep 
Score: -3324976.500000 Penalty: 4854.105957
	Iteration 6Q: 3 clusters Score -3324976 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10189 members 
Mstep: Class 2 contains 7603 members 
Entering Unmasked Estep 
Score: -3325113.750000 Penalty: 4854.105957
	Iteration 7Q: 3 clusters Score -3325114 nChanged 475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10572 members 
Mstep: Class 2 contains 7220 members 
Entering Unmasked Estep 
Score: -3325268.000000 Penalty: 4854.105957
	Iteration 8Q: 3 clusters Score -3325268 nChanged 550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11048 members 
Mstep: Class 2 contains 6744 members 
Entering Unmasked Estep 
Score: -3325495.500000 Penalty: 4854.105957
	Iteration 9Q: 3 clusters Score -3325496 nChanged 664
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11650 members 
Mstep: Class 2 contains 6142 members 
Entering Unmasked Estep 
Score: -3325797.500000 Penalty: 4854.105957
	Iteration 10Q: 3 clusters Score -3325798 nChanged 772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12384 members 
Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
Score: -3326199.250000 Penalty: 4854.105957
	Iteration 11Q: 3 clusters Score -3326199 nChanged 930
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13280 members 
Mstep: Class 2 contains 4512 members 
Entering Unmasked Estep 
Score: -3326794.750000 Penalty: 4854.105957
	Iteration 12F: 3 clusters Score -3326795 nChanged 1055
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14307 members 
Mstep: Class 2 contains 3485 members 
Entering Unmasked Estep 
Score: -3327580.500000 Penalty: 4854.105957
	Iteration 13F: 3 clusters Score -3327580 nChanged 1009
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15302 members 
Mstep: Class 2 contains 2490 members 
Entering Unmasked Estep 
Score: -3328412.500000 Penalty: 4854.105957
	Iteration 14F: 3 clusters Score -3328412 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16112 members 
Mstep: Class 2 contains 1680 members 
Entering Unmasked Estep 
Score: -3329085.250000 Penalty: 4854.105957
	Iteration 15Q: 3 clusters Score -3329085 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16701 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -3329629.750000 Penalty: 4854.105957
	Iteration 16Q: 3 clusters Score -3329630 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17058 members 
Mstep: Class 2 contains 734 members 
Entering Unmasked Estep 
Score: -3329952.000000 Penalty: 4854.105957
	Iteration 17Q: 3 clusters Score -3329952 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17247 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -3330158.000000 Penalty: 4854.105957
	Iteration 18Q: 3 clusters Score -3330158 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17352 members 
Mstep: Class 2 contains 440 members 
Entering Unmasked Estep 
Score: -3330261.000000 Penalty: 4854.105957
	Iteration 19Q: 3 clusters Score -3330261 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17390 members 
Mstep: Class 2 contains 402 members 
Entering Unmasked Estep 
Score: -3330317.500000 Penalty: 4854.105957
	Iteration 20F: 3 clusters Score -3330318 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17422 members 
Mstep: Class 2 contains 370 members 
Entering Unmasked Estep 
Score: -3330353.250000 Penalty: 4854.105957
	Iteration 21Q: 3 clusters Score -3330353 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17441 members 
Mstep: Class 2 contains 351 members 
Entering Unmasked Estep 
Score: -3330384.250000 Penalty: 4854.105957
	Iteration 22Q: 3 clusters Score -3330384 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17454 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -3330408.750000 Penalty: 4854.105957
	Iteration 23Q: 3 clusters Score -3330409 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17461 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -3330425.250000 Penalty: 4854.105957
	Iteration 24Q: 3 clusters Score -3330425 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17465 members 
Mstep: Class 2 contains 327 members 
Entering Unmasked Estep 
Score: -3330445.250000 Penalty: 4854.105957
	Iteration 25Q: 3 clusters Score -3330445 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -3330453.000000 Penalty: 4854.105957
	Iteration 26Q: 3 clusters Score -3330453 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17468 members 
Mstep: Class 2 contains 324 members 
Entering Unmasked Estep 
Score: -3330452.500000 Penalty: 4854.105957
	Iteration 27Q: 3 clusters Score -3330452 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3330454.000000 Penalty: 4854.105957
	Iteration 28Q: 3 clusters Score -3330454 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17469 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -3330456.000000 Penalty: 4854.105957
	Iteration 29Q: 3 clusters Score -3330456 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17470 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -3330457.750000 Penalty: 4854.105957
	Iteration 30Q: 3 clusters Score -3330458 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17476 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -3330467.500000 Penalty: 4854.105957
	Iteration 31Q: 3 clusters Score -3330468 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3330469.250000 Penalty: 4854.105957
	Iteration 32Q: 3 clusters Score -3330469 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17477 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -3330469.250000 Penalty: 4854.105957
	Iteration 33F: 3 clusters Score -3330469 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 2 (4618 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4618 members 
Entering Unmasked Estep 
Score: -873729.437500 Penalty: 2092.553955
	Iteration 0F: 2 clusters Score -873729.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2347 members 
Mstep: Class 2 contains 2271 members 
Entering Unmasked Estep 
Score: -869411.312500 Penalty: 4185.107910
	Iteration 0F: 3 clusters Score -869411.3 nChanged 1744
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2441 members 
Mstep: Class 2 contains 2177 members 
Entering Unmasked Estep 
Score: -870379.250000 Penalty: 4185.107910
	Iteration 1F: 3 clusters Score -870379.2 nChanged 315
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2476 members 
Mstep: Class 2 contains 2142 members 
Entering Unmasked Estep 
Score: -870568.062500 Penalty: 4185.107910
	Iteration 2F: 3 clusters Score -870568.1 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2489 members 
Mstep: Class 2 contains 2129 members 
Entering Unmasked Estep 
Score: -870662.437500 Penalty: 4185.107910
	Iteration 3Q: 3 clusters Score -870662.4 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2508 members 
Mstep: Class 2 contains 2110 members 
Entering Unmasked Estep 
Score: -870726.937500 Penalty: 4185.107910
	Iteration 4Q: 3 clusters Score -870726.9 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 2084 members 
Entering Unmasked Estep 
Score: -870778.312500 Penalty: 4185.107910
	Iteration 5Q: 3 clusters Score -870778.3 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2543 members 
Mstep: Class 2 contains 2075 members 
Entering Unmasked Estep 
Score: -870812.437500 Penalty: 4185.107910
	Iteration 6Q: 3 clusters Score -870812.4 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2575 members 
Mstep: Class 2 contains 2043 members 
Entering Unmasked Estep 
Score: -870842.062500 Penalty: 4185.107910
	Iteration 7Q: 3 clusters Score -870842.1 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2614 members 
Mstep: Class 2 contains 2004 members 
Entering Unmasked Estep 
Score: -870871.562500 Penalty: 4185.107910
	Iteration 8Q: 3 clusters Score -870871.6 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2636 members 
Mstep: Class 2 contains 1982 members 
Entering Unmasked Estep 
Score: -870893.312500 Penalty: 4185.107910
	Iteration 9Q: 3 clusters Score -870893.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2658 members 
Mstep: Class 2 contains 1960 members 
Entering Unmasked Estep 
Score: -870909.937500 Penalty: 4185.107910
	Iteration 10Q: 3 clusters Score -870909.9 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2669 members 
Mstep: Class 2 contains 1949 members 
Entering Unmasked Estep 
Score: -870918.062500 Penalty: 4185.107910
	Iteration 11Q: 3 clusters Score -870918.1 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2682 members 
Mstep: Class 2 contains 1936 members 
Entering Unmasked Estep 
Score: -870936.125000 Penalty: 4185.107910
	Iteration 12Q: 3 clusters Score -870936.1 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2696 members 
Mstep: Class 2 contains 1922 members 
Entering Unmasked Estep 
Score: -870956.437500 Penalty: 4185.107910
	Iteration 13Q: 3 clusters Score -870956.4 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2717 members 
Mstep: Class 2 contains 1901 members 
Entering Unmasked Estep 
Score: -870978.250000 Penalty: 4185.107910
	Iteration 14Q: 3 clusters Score -870978.2 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2738 members 
Mstep: Class 2 contains 1880 members 
Entering Unmasked Estep 
Score: -870994.562500 Penalty: 4185.107910
	Iteration 15Q: 3 clusters Score -870994.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2764 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -871011.562500 Penalty: 4185.107910
	Iteration 16Q: 3 clusters Score -871011.6 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2789 members 
Mstep: Class 2 contains 1829 members 
Entering Unmasked Estep 
Score: -871031.187500 Penalty: 4185.107910
	Iteration 17Q: 3 clusters Score -871031.2 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2817 members 
Mstep: Class 2 contains 1801 members 
Entering Unmasked Estep 
Score: -871048.500000 Penalty: 4185.107910
	Iteration 18Q: 3 clusters Score -871048.5 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2846 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -871063.750000 Penalty: 4185.107910
	Iteration 19Q: 3 clusters Score -871063.8 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2863 members 
Mstep: Class 2 contains 1755 members 
Entering Unmasked Estep 
Score: -871077.875000 Penalty: 4185.107910
	Iteration 20F: 3 clusters Score -871077.9 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2882 members 
Mstep: Class 2 contains 1736 members 
Entering Unmasked Estep 
Score: -871086.187500 Penalty: 4185.107910
	Iteration 21Q: 3 clusters Score -871086.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2894 members 
Mstep: Class 2 contains 1724 members 
Entering Unmasked Estep 
Score: -871097.125000 Penalty: 4185.107910
	Iteration 22Q: 3 clusters Score -871097.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2912 members 
Mstep: Class 2 contains 1706 members 
Entering Unmasked Estep 
Score: -871103.437500 Penalty: 4185.107910
	Iteration 23Q: 3 clusters Score -871103.4 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2931 members 
Mstep: Class 2 contains 1687 members 
Entering Unmasked Estep 
Score: -871110.687500 Penalty: 4185.107910
	Iteration 24Q: 3 clusters Score -871110.7 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2951 members 
Mstep: Class 2 contains 1667 members 
Entering Unmasked Estep 
Score: -871121.125000 Penalty: 4185.107910
	Iteration 25Q: 3 clusters Score -871121.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2973 members 
Mstep: Class 2 contains 1645 members 
Entering Unmasked Estep 
Score: -871129.187500 Penalty: 4185.107910
	Iteration 26Q: 3 clusters Score -871129.2 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3002 members 
Mstep: Class 2 contains 1616 members 
Entering Unmasked Estep 
Score: -871143.500000 Penalty: 4185.107910
	Iteration 27Q: 3 clusters Score -871143.5 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3024 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -871150.562500 Penalty: 4185.107910
	Iteration 28Q: 3 clusters Score -871150.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3046 members 
Mstep: Class 2 contains 1572 members 
Entering Unmasked Estep 
Score: -871162.250000 Penalty: 4185.107910
	Iteration 29Q: 3 clusters Score -871162.2 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3064 members 
Mstep: Class 2 contains 1554 members 
Entering Unmasked Estep 
Score: -871169.687500 Penalty: 4185.107910
	Iteration 30Q: 3 clusters Score -871169.7 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3076 members 
Mstep: Class 2 contains 1542 members 
Entering Unmasked Estep 
Score: -871176.687500 Penalty: 4185.107910
	Iteration 31Q: 3 clusters Score -871176.7 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 1525 members 
Entering Unmasked Estep 
Score: -871182.562500 Penalty: 4185.107910
	Iteration 32Q: 3 clusters Score -871182.6 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 1508 members 
Entering Unmasked Estep 
Score: -871188.437500 Penalty: 4185.107910
	Iteration 33Q: 3 clusters Score -871188.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3131 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -871198.625000 Penalty: 4185.107910
	Iteration 34Q: 3 clusters Score -871198.6 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -871214.375000 Penalty: 4185.107910
	Iteration 35Q: 3 clusters Score -871214.4 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3178 members 
Mstep: Class 2 contains 1440 members 
Entering Unmasked Estep 
Score: -871227.062500 Penalty: 4185.107910
	Iteration 36Q: 3 clusters Score -871227.1 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3206 members 
Mstep: Class 2 contains 1412 members 
Entering Unmasked Estep 
Score: -871245.437500 Penalty: 4185.107910
	Iteration 37Q: 3 clusters Score -871245.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3244 members 
Mstep: Class 2 contains 1374 members 
Entering Unmasked Estep 
Score: -871265.500000 Penalty: 4185.107910
	Iteration 38Q: 3 clusters Score -871265.5 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3275 members 
Mstep: Class 2 contains 1343 members 
Entering Unmasked Estep 
Score: -871281.937500 Penalty: 4185.107910
	Iteration 39Q: 3 clusters Score -871281.9 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3308 members 
Mstep: Class 2 contains 1310 members 
Entering Unmasked Estep 
Score: -871302.125000 Penalty: 4185.107910
	Iteration 40F: 3 clusters Score -871302.1 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3343 members 
Mstep: Class 2 contains 1275 members 
Entering Unmasked Estep 
Score: -871325.625000 Penalty: 4185.107910
	Iteration 41Q: 3 clusters Score -871325.6 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3383 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -871349.437500 Penalty: 4185.107910
	Iteration 42Q: 3 clusters Score -871349.4 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3424 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -871372.562500 Penalty: 4185.107910
	Iteration 43Q: 3 clusters Score -871372.6 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3459 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -871393.562500 Penalty: 4185.107910
	Iteration 44Q: 3 clusters Score -871393.6 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3495 members 
Mstep: Class 2 contains 1123 members 
Entering Unmasked Estep 
Score: -871416.250000 Penalty: 4185.107910
	Iteration 45Q: 3 clusters Score -871416.2 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3533 members 
Mstep: Class 2 contains 1085 members 
Entering Unmasked Estep 
Score: -871441.375000 Penalty: 4185.107910
	Iteration 46Q: 3 clusters Score -871441.4 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3564 members 
Mstep: Class 2 contains 1054 members 
Entering Unmasked Estep 
Score: -871460.125000 Penalty: 4185.107910
	Iteration 47Q: 3 clusters Score -871460.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3597 members 
Mstep: Class 2 contains 1021 members 
Entering Unmasked Estep 
Score: -871477.812500 Penalty: 4185.107910
	Iteration 48Q: 3 clusters Score -871477.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3625 members 
Mstep: Class 2 contains 993 members 
Entering Unmasked Estep 
Score: -871497.312500 Penalty: 4185.107910
	Iteration 49Q: 3 clusters Score -871497.3 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3650 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -871513.437500 Penalty: 4185.107910
	Iteration 50Q: 3 clusters Score -871513.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3668 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -871526.187500 Penalty: 4185.107910
	Iteration 51Q: 3 clusters Score -871526.2 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3695 members 
Mstep: Class 2 contains 923 members 
Entering Unmasked Estep 
Score: -871544.187500 Penalty: 4185.107910
	Iteration 52Q: 3 clusters Score -871544.2 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3724 members 
Mstep: Class 2 contains 894 members 
Entering Unmasked Estep 
Score: -871567.375000 Penalty: 4185.107910
	Iteration 53Q: 3 clusters Score -871567.4 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3754 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -871591.187500 Penalty: 4185.107910
	Iteration 54Q: 3 clusters Score -871591.2 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3786 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -871612.437500 Penalty: 4185.107910
	Iteration 55Q: 3 clusters Score -871612.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3824 members 
Mstep: Class 2 contains 794 members 
Entering Unmasked Estep 
Score: -871638.062500 Penalty: 4185.107910
	Iteration 56Q: 3 clusters Score -871638.1 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3857 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -871656.437500 Penalty: 4185.107910
	Iteration 57Q: 3 clusters Score -871656.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3873 members 
Mstep: Class 2 contains 745 members 
Entering Unmasked Estep 
Score: -871666.625000 Penalty: 4185.107910
	Iteration 58Q: 3 clusters Score -871666.6 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3891 members 
Mstep: Class 2 contains 727 members 
Entering Unmasked Estep 
Score: -871678.062500 Penalty: 4185.107910
	Iteration 59Q: 3 clusters Score -871678.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3906 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -871690.500000 Penalty: 4185.107910
	Iteration 60F: 3 clusters Score -871690.5 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3922 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -871705.312500 Penalty: 4185.107910
	Iteration 61Q: 3 clusters Score -871705.3 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3933 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -871714.937500 Penalty: 4185.107910
	Iteration 62Q: 3 clusters Score -871714.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3941 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -871720.375000 Penalty: 4185.107910
	Iteration 63Q: 3 clusters Score -871720.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3952 members 
Mstep: Class 2 contains 666 members 
Entering Unmasked Estep 
Score: -871730.125000 Penalty: 4185.107910
	Iteration 64Q: 3 clusters Score -871730.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3962 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -871734.375000 Penalty: 4185.107910
	Iteration 65Q: 3 clusters Score -871734.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3965 members 
Mstep: Class 2 contains 653 members 
Entering Unmasked Estep 
Score: -871736.125000 Penalty: 4185.107910
	Iteration 66Q: 3 clusters Score -871736.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3970 members 
Mstep: Class 2 contains 648 members 
Entering Unmasked Estep 
Score: -871740.750000 Penalty: 4185.107910
	Iteration 67Q: 3 clusters Score -871740.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3978 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -871744.875000 Penalty: 4185.107910
	Iteration 68Q: 3 clusters Score -871744.9 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3983 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -871749.062500 Penalty: 4185.107910
	Iteration 69Q: 3 clusters Score -871749.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3988 members 
Mstep: Class 2 contains 630 members 
Entering Unmasked Estep 
Score: -871753.562500 Penalty: 4185.107910
	Iteration 70Q: 3 clusters Score -871753.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3997 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -871759.312500 Penalty: 4185.107910
	Iteration 71Q: 3 clusters Score -871759.3 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4009 members 
Mstep: Class 2 contains 609 members 
Entering Unmasked Estep 
Score: -871768.750000 Penalty: 4185.107910
	Iteration 72Q: 3 clusters Score -871768.8 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4017 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -871773.937500 Penalty: 4185.107910
	Iteration 73Q: 3 clusters Score -871773.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4027 members 
Mstep: Class 2 contains 591 members 
Entering Unmasked Estep 
Score: -871780.625000 Penalty: 4185.107910
	Iteration 74Q: 3 clusters Score -871780.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4036 members 
Mstep: Class 2 contains 582 members 
Entering Unmasked Estep 
Score: -871786.375000 Penalty: 4185.107910
	Iteration 75Q: 3 clusters Score -871786.4 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4046 members 
Mstep: Class 2 contains 572 members 
Entering Unmasked Estep 
Score: -871793.062500 Penalty: 4185.107910
	Iteration 76Q: 3 clusters Score -871793.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -871796.062500 Penalty: 4185.107910
	Iteration 77Q: 3 clusters Score -871796.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4052 members 
Mstep: Class 2 contains 566 members 
Entering Unmasked Estep 
Score: -871797.812500 Penalty: 4185.107910
	Iteration 78Q: 3 clusters Score -871797.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4054 members 
Mstep: Class 2 contains 564 members 
Entering Unmasked Estep 
Score: -871797.437500 Penalty: 4185.107910
	Iteration 79Q: 3 clusters Score -871797.4 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -871800.937500 Penalty: 4185.107910
	Iteration 80F: 3 clusters Score -871800.9 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4060 members 
Mstep: Class 2 contains 558 members 
Entering Unmasked Estep 
Score: -871802.562500 Penalty: 4185.107910
	Iteration 81Q: 3 clusters Score -871802.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -871802.875000 Penalty: 4185.107910
	Iteration 82Q: 3 clusters Score -871802.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4061 members 
Mstep: Class 2 contains 557 members 
Entering Unmasked Estep 
Score: -871802.875000 Penalty: 4185.107910
	Iteration 83F: 3 clusters Score -871802.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 3 (31314 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31314 members 
Entering Unmasked Estep 
Score: -5935961.000000 Penalty: 2567.251709
	Iteration 0F: 2 clusters Score -5935961 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15768 members 
Mstep: Class 2 contains 15546 members 
Entering Unmasked Estep 
Score: -5915014.000000 Penalty: 5134.503418
	Iteration 0F: 3 clusters Score -5915014 nChanged 14044
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16338 members 
Mstep: Class 2 contains 14976 members 
Entering Unmasked Estep 
Score: -5923093.000000 Penalty: 5134.503418
	Iteration 1F: 3 clusters Score -5923093 nChanged 1779
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16799 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -5923832.000000 Penalty: 5134.503418
	Iteration 2F: 3 clusters Score -5923832 nChanged 1677
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17474 members 
Mstep: Class 2 contains 13840 members 
Entering Unmasked Estep 
Score: -5924611.500000 Penalty: 5134.503418
	Iteration 3F: 3 clusters Score -5924612 nChanged 1730
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18350 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -5925485.000000 Penalty: 5134.503418
	Iteration 4F: 3 clusters Score -5925485 nChanged 1829
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19397 members 
Mstep: Class 2 contains 11917 members 
Entering Unmasked Estep 
Score: -5926655.500000 Penalty: 5134.503418
	Iteration 5F: 3 clusters Score -5926656 nChanged 1972
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20581 members 
Mstep: Class 2 contains 10733 members 
Entering Unmasked Estep 
Score: -5928141.000000 Penalty: 5134.503418
	Iteration 6F: 3 clusters Score -5928141 nChanged 1883
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21702 members 
Mstep: Class 2 contains 9612 members 
Entering Unmasked Estep 
Score: -5929812.500000 Penalty: 5134.503418
	Iteration 7F: 3 clusters Score -5929812 nChanged 1651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22559 members 
Mstep: Class 2 contains 8755 members 
Entering Unmasked Estep 
Score: -5931042.500000 Penalty: 5134.503418
	Iteration 8F: 3 clusters Score -5931042 nChanged 1135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23082 members 
Mstep: Class 2 contains 8232 members 
Entering Unmasked Estep 
Score: -5931667.000000 Penalty: 5134.503418
	Iteration 9Q: 3 clusters Score -5931667 nChanged 674
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23406 members 
Mstep: Class 2 contains 7908 members 
Entering Unmasked Estep 
Score: -5931956.500000 Penalty: 5134.503418
	Iteration 10Q: 3 clusters Score -5931956 nChanged 441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23709 members 
Mstep: Class 2 contains 7605 members 
Entering Unmasked Estep 
Score: -5932124.000000 Penalty: 5134.503418
	Iteration 11Q: 3 clusters Score -5932124 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23956 members 
Mstep: Class 2 contains 7358 members 
Entering Unmasked Estep 
Score: -5932265.000000 Penalty: 5134.503418
	Iteration 12Q: 3 clusters Score -5932265 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24164 members 
Mstep: Class 2 contains 7150 members 
Entering Unmasked Estep 
Score: -5932348.000000 Penalty: 5134.503418
	Iteration 13Q: 3 clusters Score -5932348 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24339 members 
Mstep: Class 2 contains 6975 members 
Entering Unmasked Estep 
Score: -5932414.500000 Penalty: 5134.503418
	Iteration 14Q: 3 clusters Score -5932414 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24519 members 
Mstep: Class 2 contains 6795 members 
Entering Unmasked Estep 
Score: -5932482.500000 Penalty: 5134.503418
	Iteration 15Q: 3 clusters Score -5932482 nChanged 191
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24682 members 
Mstep: Class 2 contains 6632 members 
Entering Unmasked Estep 
Score: -5932532.000000 Penalty: 5134.503418
	Iteration 16Q: 3 clusters Score -5932532 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24824 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -5932588.000000 Penalty: 5134.503418
	Iteration 17Q: 3 clusters Score -5932588 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24952 members 
Mstep: Class 2 contains 6362 members 
Entering Unmasked Estep 
Score: -5932634.000000 Penalty: 5134.503418
	Iteration 18Q: 3 clusters Score -5932634 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 6221 members 
Entering Unmasked Estep 
Score: -5932677.500000 Penalty: 5134.503418
	Iteration 19Q: 3 clusters Score -5932678 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25248 members 
Mstep: Class 2 contains 6066 members 
Entering Unmasked Estep 
Score: -5932740.000000 Penalty: 5134.503418
	Iteration 20F: 3 clusters Score -5932740 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25417 members 
Mstep: Class 2 contains 5897 members 
Entering Unmasked Estep 
Score: -5932798.500000 Penalty: 5134.503418
	Iteration 21Q: 3 clusters Score -5932798 nChanged 160
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25573 members 
Mstep: Class 2 contains 5741 members 
Entering Unmasked Estep 
Score: -5932847.500000 Penalty: 5134.503418
	Iteration 22Q: 3 clusters Score -5932848 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25723 members 
Mstep: Class 2 contains 5591 members 
Entering Unmasked Estep 
Score: -5932897.000000 Penalty: 5134.503418
	Iteration 23Q: 3 clusters Score -5932897 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25878 members 
Mstep: Class 2 contains 5436 members 
Entering Unmasked Estep 
Score: -5932938.000000 Penalty: 5134.503418
	Iteration 24Q: 3 clusters Score -5932938 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26045 members 
Mstep: Class 2 contains 5269 members 
Entering Unmasked Estep 
Score: -5932984.500000 Penalty: 5134.503418
	Iteration 25Q: 3 clusters Score -5932984 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26211 members 
Mstep: Class 2 contains 5103 members 
Entering Unmasked Estep 
Score: -5933059.000000 Penalty: 5134.503418
	Iteration 26Q: 3 clusters Score -5933059 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26382 members 
Mstep: Class 2 contains 4932 members 
Entering Unmasked Estep 
Score: -5933087.000000 Penalty: 5134.503418
	Iteration 27Q: 3 clusters Score -5933087 nChanged 175
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26557 members 
Mstep: Class 2 contains 4757 members 
Entering Unmasked Estep 
Score: -5933148.000000 Penalty: 5134.503418
	Iteration 28Q: 3 clusters Score -5933148 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26745 members 
Mstep: Class 2 contains 4569 members 
Entering Unmasked Estep 
Score: -5933186.500000 Penalty: 5134.503418
	Iteration 29Q: 3 clusters Score -5933186 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26950 members 
Mstep: Class 2 contains 4364 members 
Entering Unmasked Estep 
Score: -5933246.500000 Penalty: 5134.503418
	Iteration 30Q: 3 clusters Score -5933246 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27181 members 
Mstep: Class 2 contains 4133 members 
Entering Unmasked Estep 
Score: -5933289.000000 Penalty: 5134.503418
	Iteration 31Q: 3 clusters Score -5933289 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27417 members 
Mstep: Class 2 contains 3897 members 
Entering Unmasked Estep 
Score: -5933368.500000 Penalty: 5134.503418
	Iteration 32Q: 3 clusters Score -5933368 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27639 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -5933427.000000 Penalty: 5134.503418
	Iteration 33Q: 3 clusters Score -5933427 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27845 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5933476.000000 Penalty: 5134.503418
	Iteration 34Q: 3 clusters Score -5933476 nChanged 221
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28060 members 
Mstep: Class 2 contains 3254 members 
Entering Unmasked Estep 
Score: -5933536.500000 Penalty: 5134.503418
	Iteration 35Q: 3 clusters Score -5933536 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28288 members 
Mstep: Class 2 contains 3026 members 
Entering Unmasked Estep 
Score: -5933595.000000 Penalty: 5134.503418
	Iteration 36Q: 3 clusters Score -5933595 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28497 members 
Mstep: Class 2 contains 2817 members 
Entering Unmasked Estep 
Score: -5933636.500000 Penalty: 5134.503418
	Iteration 37Q: 3 clusters Score -5933636 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28679 members 
Mstep: Class 2 contains 2635 members 
Entering Unmasked Estep 
Score: -5933664.000000 Penalty: 5134.503418
	Iteration 38Q: 3 clusters Score -5933664 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28843 members 
Mstep: Class 2 contains 2471 members 
Entering Unmasked Estep 
Score: -5933674.500000 Penalty: 5134.503418
	Iteration 39Q: 3 clusters Score -5933674 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28976 members 
Mstep: Class 2 contains 2338 members 
Entering Unmasked Estep 
Score: -5933706.000000 Penalty: 5134.503418
	Iteration 40F: 3 clusters Score -5933706 nChanged 131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29107 members 
Mstep: Class 2 contains 2207 members 
Entering Unmasked Estep 
Score: -5933710.000000 Penalty: 5134.503418
	Iteration 41Q: 3 clusters Score -5933710 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29233 members 
Mstep: Class 2 contains 2081 members 
Entering Unmasked Estep 
Score: -5933730.000000 Penalty: 5134.503418
	Iteration 42Q: 3 clusters Score -5933730 nChanged 120
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29353 members 
Mstep: Class 2 contains 1961 members 
Entering Unmasked Estep 
Score: -5933741.500000 Penalty: 5134.503418
	Iteration 43Q: 3 clusters Score -5933742 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29474 members 
Mstep: Class 2 contains 1840 members 
Entering Unmasked Estep 
Score: -5933787.500000 Penalty: 5134.503418
	Iteration 44Q: 3 clusters Score -5933788 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29586 members 
Mstep: Class 2 contains 1728 members 
Entering Unmasked Estep 
Score: -5933786.500000 Penalty: 5134.503418
	Iteration 45Q: 3 clusters Score -5933786 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29702 members 
Mstep: Class 2 contains 1612 members 
Entering Unmasked Estep 
Score: -5933806.000000 Penalty: 5134.503418
	Iteration 46Q: 3 clusters Score -5933806 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29810 members 
Mstep: Class 2 contains 1504 members 
Entering Unmasked Estep 
Score: -5933831.500000 Penalty: 5134.503418
	Iteration 47Q: 3 clusters Score -5933832 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29897 members 
Mstep: Class 2 contains 1417 members 
Entering Unmasked Estep 
Score: -5933843.000000 Penalty: 5134.503418
	Iteration 48Q: 3 clusters Score -5933843 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29965 members 
Mstep: Class 2 contains 1349 members 
Entering Unmasked Estep 
Score: -5933855.500000 Penalty: 5134.503418
	Iteration 49Q: 3 clusters Score -5933856 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30027 members 
Mstep: Class 2 contains 1287 members 
Entering Unmasked Estep 
Score: -5933878.000000 Penalty: 5134.503418
	Iteration 50Q: 3 clusters Score -5933878 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30087 members 
Mstep: Class 2 contains 1227 members 
Entering Unmasked Estep 
Score: -5933877.000000 Penalty: 5134.503418
	Iteration 51Q: 3 clusters Score -5933877 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30146 members 
Mstep: Class 2 contains 1168 members 
Entering Unmasked Estep 
Score: -5933900.000000 Penalty: 5134.503418
	Iteration 52Q: 3 clusters Score -5933900 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30193 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -5933910.000000 Penalty: 5134.503418
	Iteration 53Q: 3 clusters Score -5933910 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30235 members 
Mstep: Class 2 contains 1079 members 
Entering Unmasked Estep 
Score: -5933922.000000 Penalty: 5134.503418
	Iteration 54Q: 3 clusters Score -5933922 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30270 members 
Mstep: Class 2 contains 1044 members 
Entering Unmasked Estep 
Score: -5933931.000000 Penalty: 5134.503418
	Iteration 55Q: 3 clusters Score -5933931 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30308 members 
Mstep: Class 2 contains 1006 members 
Entering Unmasked Estep 
Score: -5933942.000000 Penalty: 5134.503418
	Iteration 56Q: 3 clusters Score -5933942 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30338 members 
Mstep: Class 2 contains 976 members 
Entering Unmasked Estep 
Score: -5933945.000000 Penalty: 5134.503418
	Iteration 57Q: 3 clusters Score -5933945 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30370 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -5933937.500000 Penalty: 5134.503418
	Iteration 58Q: 3 clusters Score -5933938 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30403 members 
Mstep: Class 2 contains 911 members 
Entering Unmasked Estep 
Score: -5933940.000000 Penalty: 5134.503418
	Iteration 59Q: 3 clusters Score -5933940 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30415 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -5933948.500000 Penalty: 5134.503418
	Iteration 60F: 3 clusters Score -5933948 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30426 members 
Mstep: Class 2 contains 888 members 
Entering Unmasked Estep 
Score: -5933946.500000 Penalty: 5134.503418
	Iteration 61Q: 3 clusters Score -5933946 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30441 members 
Mstep: Class 2 contains 873 members 
Entering Unmasked Estep 
Score: -5933941.000000 Penalty: 5134.503418
	Iteration 62Q: 3 clusters Score -5933941 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30451 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -5933933.500000 Penalty: 5134.503418
	Iteration 63Q: 3 clusters Score -5933934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30456 members 
Mstep: Class 2 contains 858 members 
Entering Unmasked Estep 
Score: -5933934.500000 Penalty: 5134.503418
	Iteration 64Q: 3 clusters Score -5933934 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30460 members 
Mstep: Class 2 contains 854 members 
Entering Unmasked Estep 
Score: -5933929.000000 Penalty: 5134.503418
	Iteration 65Q: 3 clusters Score -5933929 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30469 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -5933939.000000 Penalty: 5134.503418
	Iteration 66Q: 3 clusters Score -5933939 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30482 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -5933951.000000 Penalty: 5134.503418
	Iteration 67Q: 3 clusters Score -5933951 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30501 members 
Mstep: Class 2 contains 813 members 
Entering Unmasked Estep 
Score: -5933943.500000 Penalty: 5134.503418
	Iteration 68Q: 3 clusters Score -5933944 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30518 members 
Mstep: Class 2 contains 796 members 
Entering Unmasked Estep 
Score: -5933951.000000 Penalty: 5134.503418
	Iteration 69Q: 3 clusters Score -5933951 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30531 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -5933952.500000 Penalty: 5134.503418
	Iteration 70Q: 3 clusters Score -5933952 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30546 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -5933962.000000 Penalty: 5134.503418
	Iteration 71Q: 3 clusters Score -5933962 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30560 members 
Mstep: Class 2 contains 754 members 
Entering Unmasked Estep 
Score: -5933964.000000 Penalty: 5134.503418
	Iteration 72Q: 3 clusters Score -5933964 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30573 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -5933965.000000 Penalty: 5134.503418
	Iteration 73Q: 3 clusters Score -5933965 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30585 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -5933963.000000 Penalty: 5134.503418
	Iteration 74Q: 3 clusters Score -5933963 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30593 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -5933969.500000 Penalty: 5134.503418
	Iteration 75Q: 3 clusters Score -5933970 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30598 members 
Mstep: Class 2 contains 716 members 
Entering Unmasked Estep 
Score: -5933966.000000 Penalty: 5134.503418
	Iteration 76Q: 3 clusters Score -5933966 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30603 members 
Mstep: Class 2 contains 711 members 
Entering Unmasked Estep 
Score: -5933964.500000 Penalty: 5134.503418
	Iteration 77Q: 3 clusters Score -5933964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30611 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -5933969.500000 Penalty: 5134.503418
	Iteration 78Q: 3 clusters Score -5933970 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30617 members 
Mstep: Class 2 contains 697 members 
Entering Unmasked Estep 
Score: -5933968.500000 Penalty: 5134.503418
	Iteration 79Q: 3 clusters Score -5933968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30621 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -5933971.000000 Penalty: 5134.503418
	Iteration 80F: 3 clusters Score -5933971 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30625 members 
Mstep: Class 2 contains 689 members 
Entering Unmasked Estep 
Score: -5933970.500000 Penalty: 5134.503418
	Iteration 81Q: 3 clusters Score -5933970 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30628 members 
Mstep: Class 2 contains 686 members 
Entering Unmasked Estep 
Score: -5933968.500000 Penalty: 5134.503418
	Iteration 82Q: 3 clusters Score -5933968 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30632 members 
Mstep: Class 2 contains 682 members 
Entering Unmasked Estep 
Score: -5933963.000000 Penalty: 5134.503418
	Iteration 83Q: 3 clusters Score -5933963 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30635 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -5933969.000000 Penalty: 5134.503418
	Iteration 84Q: 3 clusters Score -5933969 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30637 members 
Mstep: Class 2 contains 677 members 
Entering Unmasked Estep 
Score: -5933973.000000 Penalty: 5134.503418
	Iteration 85Q: 3 clusters Score -5933973 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30644 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -5933975.500000 Penalty: 5134.503418
	Iteration 86Q: 3 clusters Score -5933976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30653 members 
Mstep: Class 2 contains 661 members 
Entering Unmasked Estep 
Score: -5933983.500000 Penalty: 5134.503418
	Iteration 87Q: 3 clusters Score -5933984 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30664 members 
Mstep: Class 2 contains 650 members 
Entering Unmasked Estep 
Score: -5933980.500000 Penalty: 5134.503418
	Iteration 88Q: 3 clusters Score -5933980 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30670 members 
Mstep: Class 2 contains 644 members 
Entering Unmasked Estep 
Score: -5933984.000000 Penalty: 5134.503418
	Iteration 89Q: 3 clusters Score -5933984 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30674 members 
Mstep: Class 2 contains 640 members 
Entering Unmasked Estep 
Score: -5933993.500000 Penalty: 5134.503418
	Iteration 90Q: 3 clusters Score -5933994 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30677 members 
Mstep: Class 2 contains 637 members 
Entering Unmasked Estep 
Score: -5933990.500000 Penalty: 5134.503418
	Iteration 91Q: 3 clusters Score -5933990 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5933989.000000 Penalty: 5134.503418
	Iteration 92Q: 3 clusters Score -5933989 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30678 members 
Mstep: Class 2 contains 636 members 
Entering Unmasked Estep 
Score: -5933989.000000 Penalty: 5134.503418
	Iteration 93F: 3 clusters Score -5933989 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 4 (46013 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46013 members 
Entering Unmasked Estep 
Score: -8831304.000000 Penalty: 2662.696289
	Iteration 0F: 2 clusters Score -8831304 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22980 members 
Mstep: Class 2 contains 23033 members 
Entering Unmasked Estep 
Score: -8804205.000000 Penalty: 5325.392578
	Iteration 0F: 3 clusters Score -8804205 nChanged 21255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22857 members 
Mstep: Class 2 contains 23156 members 
Entering Unmasked Estep 
Score: -8815652.000000 Penalty: 5325.392578
	Iteration 1F: 3 clusters Score -8815652 nChanged 1902
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22649 members 
Mstep: Class 2 contains 23364 members 
Entering Unmasked Estep 
Score: -8816173.000000 Penalty: 5325.392578
	Iteration 2Q: 3 clusters Score -8816173 nChanged 1680
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22431 members 
Mstep: Class 2 contains 23582 members 
Entering Unmasked Estep 
Score: -8816571.000000 Penalty: 5325.392578
	Iteration 3Q: 3 clusters Score -8816571 nChanged 1380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22201 members 
Mstep: Class 2 contains 23812 members 
Entering Unmasked Estep 
Score: -8816796.000000 Penalty: 5325.392578
	Iteration 4Q: 3 clusters Score -8816796 nChanged 1245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21842 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -8817055.000000 Penalty: 5325.392578
	Iteration 5Q: 3 clusters Score -8817055 nChanged 1202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21340 members 
Mstep: Class 2 contains 24673 members 
Entering Unmasked Estep 
Score: -8817332.000000 Penalty: 5325.392578
	Iteration 6Q: 3 clusters Score -8817332 nChanged 1197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20721 members 
Mstep: Class 2 contains 25292 members 
Entering Unmasked Estep 
Score: -8817550.000000 Penalty: 5325.392578
	Iteration 7Q: 3 clusters Score -8817550 nChanged 1235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19902 members 
Mstep: Class 2 contains 26111 members 
Entering Unmasked Estep 
Score: -8817804.000000 Penalty: 5325.392578
	Iteration 8Q: 3 clusters Score -8817804 nChanged 1360
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18806 members 
Mstep: Class 2 contains 27207 members 
Entering Unmasked Estep 
Score: -8818196.000000 Penalty: 5325.392578
	Iteration 9Q: 3 clusters Score -8818196 nChanged 1631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17343 members 
Mstep: Class 2 contains 28670 members 
Entering Unmasked Estep 
Score: -8818713.000000 Penalty: 5325.392578
	Iteration 10Q: 3 clusters Score -8818713 nChanged 2003
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15492 members 
Mstep: Class 2 contains 30521 members 
Entering Unmasked Estep 
Score: -8819568.000000 Penalty: 5325.392578
	Iteration 11Q: 3 clusters Score -8819568 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13165 members 
Mstep: Class 2 contains 32848 members 
Entering Unmasked Estep 
Score: -8820824.000000 Penalty: 5325.392578
	Iteration 12F: 3 clusters Score -8820824 nChanged 2741
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10488 members 
Mstep: Class 2 contains 35525 members 
Entering Unmasked Estep 
Score: -8822528.000000 Penalty: 5325.392578
	Iteration 13F: 3 clusters Score -8822528 nChanged 2724
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7812 members 
Mstep: Class 2 contains 38201 members 
Entering Unmasked Estep 
Score: -8824484.000000 Penalty: 5325.392578
	Iteration 14F: 3 clusters Score -8824484 nChanged 2339
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5523 members 
Mstep: Class 2 contains 40490 members 
Entering Unmasked Estep 
Score: -8826107.000000 Penalty: 5325.392578
	Iteration 15F: 3 clusters Score -8826107 nChanged 1732
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3841 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -8827114.000000 Penalty: 5325.392578
	Iteration 16Q: 3 clusters Score -8827114 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2820 members 
Mstep: Class 2 contains 43193 members 
Entering Unmasked Estep 
Score: -8827686.000000 Penalty: 5325.392578
	Iteration 17Q: 3 clusters Score -8827686 nChanged 699
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2181 members 
Mstep: Class 2 contains 43832 members 
Entering Unmasked Estep 
Score: -8828111.000000 Penalty: 5325.392578
	Iteration 18Q: 3 clusters Score -8828111 nChanged 423
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 44191 members 
Entering Unmasked Estep 
Score: -8828339.000000 Penalty: 5325.392578
	Iteration 19Q: 3 clusters Score -8828339 nChanged 325
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1551 members 
Mstep: Class 2 contains 44462 members 
Entering Unmasked Estep 
Score: -8828511.000000 Penalty: 5325.392578
	Iteration 20F: 3 clusters Score -8828511 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 44638 members 
Entering Unmasked Estep 
Score: -8828593.000000 Penalty: 5325.392578
	Iteration 21Q: 3 clusters Score -8828593 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1239 members 
Mstep: Class 2 contains 44774 members 
Entering Unmasked Estep 
Score: -8828666.000000 Penalty: 5325.392578
	Iteration 22Q: 3 clusters Score -8828666 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1136 members 
Mstep: Class 2 contains 44877 members 
Entering Unmasked Estep 
Score: -8828756.000000 Penalty: 5325.392578
	Iteration 23Q: 3 clusters Score -8828756 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 44946 members 
Entering Unmasked Estep 
Score: -8828812.000000 Penalty: 5325.392578
	Iteration 24Q: 3 clusters Score -8828812 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 45001 members 
Entering Unmasked Estep 
Score: -8828857.000000 Penalty: 5325.392578
	Iteration 25Q: 3 clusters Score -8828857 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 973 members 
Mstep: Class 2 contains 45040 members 
Entering Unmasked Estep 
Score: -8828894.000000 Penalty: 5325.392578
	Iteration 26Q: 3 clusters Score -8828894 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 926 members 
Mstep: Class 2 contains 45087 members 
Entering Unmasked Estep 
Score: -8828927.000000 Penalty: 5325.392578
	Iteration 27Q: 3 clusters Score -8828927 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 45113 members 
Entering Unmasked Estep 
Score: -8828959.000000 Penalty: 5325.392578
	Iteration 28Q: 3 clusters Score -8828959 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 875 members 
Mstep: Class 2 contains 45138 members 
Entering Unmasked Estep 
Score: -8828993.000000 Penalty: 5325.392578
	Iteration 29Q: 3 clusters Score -8828993 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 854 members 
Mstep: Class 2 contains 45159 members 
Entering Unmasked Estep 
Score: -8829007.000000 Penalty: 5325.392578
	Iteration 30Q: 3 clusters Score -8829007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 45180 members 
Entering Unmasked Estep 
Score: -8829029.000000 Penalty: 5325.392578
	Iteration 31Q: 3 clusters Score -8829029 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 45195 members 
Entering Unmasked Estep 
Score: -8829047.000000 Penalty: 5325.392578
	Iteration 32Q: 3 clusters Score -8829047 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 805 members 
Mstep: Class 2 contains 45208 members 
Entering Unmasked Estep 
Score: -8829055.000000 Penalty: 5325.392578
	Iteration 33Q: 3 clusters Score -8829055 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 802 members 
Mstep: Class 2 contains 45211 members 
Entering Unmasked Estep 
Score: -8829058.000000 Penalty: 5325.392578
	Iteration 34Q: 3 clusters Score -8829058 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 793 members 
Mstep: Class 2 contains 45220 members 
Entering Unmasked Estep 
Score: -8829069.000000 Penalty: 5325.392578
	Iteration 35Q: 3 clusters Score -8829069 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 781 members 
Mstep: Class 2 contains 45232 members 
Entering Unmasked Estep 
Score: -8829081.000000 Penalty: 5325.392578
	Iteration 36Q: 3 clusters Score -8829081 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 769 members 
Mstep: Class 2 contains 45244 members 
Entering Unmasked Estep 
Score: -8829074.000000 Penalty: 5325.392578
	Iteration 37Q: 3 clusters Score -8829074 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 763 members 
Mstep: Class 2 contains 45250 members 
Entering Unmasked Estep 
Score: -8829090.000000 Penalty: 5325.392578
	Iteration 38Q: 3 clusters Score -8829090 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 45254 members 
Entering Unmasked Estep 
Score: -8829082.000000 Penalty: 5325.392578
	Iteration 39Q: 3 clusters Score -8829082 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 756 members 
Mstep: Class 2 contains 45257 members 
Entering Unmasked Estep 
Score: -8829085.000000 Penalty: 5325.392578
	Iteration 40F: 3 clusters Score -8829085 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 751 members 
Mstep: Class 2 contains 45262 members 
Entering Unmasked Estep 
Score: -8829082.000000 Penalty: 5325.392578
	Iteration 41Q: 3 clusters Score -8829082 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 45266 members 
Entering Unmasked Estep 
Score: -8829075.000000 Penalty: 5325.392578
	Iteration 42Q: 3 clusters Score -8829075 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 742 members 
Mstep: Class 2 contains 45271 members 
Entering Unmasked Estep 
Score: -8829076.000000 Penalty: 5325.392578
	Iteration 43Q: 3 clusters Score -8829076 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 740 members 
Mstep: Class 2 contains 45273 members 
Entering Unmasked Estep 
Score: -8829080.000000 Penalty: 5325.392578
	Iteration 44Q: 3 clusters Score -8829080 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 737 members 
Mstep: Class 2 contains 45276 members 
Entering Unmasked Estep 
Score: -8829091.000000 Penalty: 5325.392578
	Iteration 45Q: 3 clusters Score -8829091 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8829096.000000 Penalty: 5325.392578
	Iteration 46Q: 3 clusters Score -8829096 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 736 members 
Mstep: Class 2 contains 45277 members 
Entering Unmasked Estep 
Score: -8829096.000000 Penalty: 5325.392578
	Iteration 47F: 3 clusters Score -8829096 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 5 (40313 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40313 members 
Entering Unmasked Estep 
Score: -7701806.500000 Penalty: 2629.898438
	Iteration 0F: 2 clusters Score -7701806 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20112 members 
Mstep: Class 2 contains 20201 members 
Entering Unmasked Estep 
Score: -7675189.500000 Penalty: 5259.796875
	Iteration 0F: 3 clusters Score -7675190 nChanged 18562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 20237 members 
Entering Unmasked Estep 
Score: -7685293.000000 Penalty: 5259.796875
	Iteration 1F: 3 clusters Score -7685293 nChanged 1742
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20210 members 
Mstep: Class 2 contains 20103 members 
Entering Unmasked Estep 
Score: -7685792.000000 Penalty: 5259.796875
	Iteration 2Q: 3 clusters Score -7685792 nChanged 1547
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20347 members 
Mstep: Class 2 contains 19966 members 
Entering Unmasked Estep 
Score: -7686197.500000 Penalty: 5259.796875
	Iteration 3Q: 3 clusters Score -7686198 nChanged 1426
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20525 members 
Mstep: Class 2 contains 19788 members 
Entering Unmasked Estep 
Score: -7686599.000000 Penalty: 5259.796875
	Iteration 4Q: 3 clusters Score -7686599 nChanged 1329
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20778 members 
Mstep: Class 2 contains 19535 members 
Entering Unmasked Estep 
Score: -7686977.000000 Penalty: 5259.796875
	Iteration 5Q: 3 clusters Score -7686977 nChanged 1308
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21108 members 
Mstep: Class 2 contains 19205 members 
Entering Unmasked Estep 
Score: -7687389.000000 Penalty: 5259.796875
	Iteration 6Q: 3 clusters Score -7687389 nChanged 1350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21478 members 
Mstep: Class 2 contains 18835 members 
Entering Unmasked Estep 
Score: -7687770.000000 Penalty: 5259.796875
	Iteration 7Q: 3 clusters Score -7687770 nChanged 1324
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21922 members 
Mstep: Class 2 contains 18391 members 
Entering Unmasked Estep 
Score: -7688134.000000 Penalty: 5259.796875
	Iteration 8Q: 3 clusters Score -7688134 nChanged 1437
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22519 members 
Mstep: Class 2 contains 17794 members 
Entering Unmasked Estep 
Score: -7688737.500000 Penalty: 5259.796875
	Iteration 9Q: 3 clusters Score -7688738 nChanged 1610
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23247 members 
Mstep: Class 2 contains 17066 members 
Entering Unmasked Estep 
Score: -7689649.500000 Penalty: 5259.796875
	Iteration 10Q: 3 clusters Score -7689650 nChanged 1881
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24012 members 
Mstep: Class 2 contains 16301 members 
Entering Unmasked Estep 
Score: -7690922.500000 Penalty: 5259.796875
	Iteration 11Q: 3 clusters Score -7690922 nChanged 2054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24842 members 
Mstep: Class 2 contains 15471 members 
Entering Unmasked Estep 
Score: -7692482.000000 Penalty: 5259.796875
	Iteration 12F: 3 clusters Score -7692482 nChanged 2002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25560 members 
Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
Score: -7693781.000000 Penalty: 5259.796875
	Iteration 13Q: 3 clusters Score -7693781 nChanged 1579
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26129 members 
Mstep: Class 2 contains 14184 members 
Entering Unmasked Estep 
Score: -7694480.000000 Penalty: 5259.796875
	Iteration 14Q: 3 clusters Score -7694480 nChanged 1047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26720 members 
Mstep: Class 2 contains 13593 members 
Entering Unmasked Estep 
Score: -7694851.000000 Penalty: 5259.796875
	Iteration 15Q: 3 clusters Score -7694851 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27314 members 
Mstep: Class 2 contains 12999 members 
Entering Unmasked Estep 
Score: -7695164.500000 Penalty: 5259.796875
	Iteration 16Q: 3 clusters Score -7695164 nChanged 694
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27914 members 
Mstep: Class 2 contains 12399 members 
Entering Unmasked Estep 
Score: -7695437.500000 Penalty: 5259.796875
	Iteration 17Q: 3 clusters Score -7695438 nChanged 683
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28515 members 
Mstep: Class 2 contains 11798 members 
Entering Unmasked Estep 
Score: -7695623.000000 Penalty: 5259.796875
	Iteration 18Q: 3 clusters Score -7695623 nChanged 635
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29092 members 
Mstep: Class 2 contains 11221 members 
Entering Unmasked Estep 
Score: -7695850.500000 Penalty: 5259.796875
	Iteration 19Q: 3 clusters Score -7695850 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29625 members 
Mstep: Class 2 contains 10688 members 
Entering Unmasked Estep 
Score: -7696016.500000 Penalty: 5259.796875
	Iteration 20F: 3 clusters Score -7696016 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30171 members 
Mstep: Class 2 contains 10142 members 
Entering Unmasked Estep 
Score: -7696244.000000 Penalty: 5259.796875
	Iteration 21Q: 3 clusters Score -7696244 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30694 members 
Mstep: Class 2 contains 9619 members 
Entering Unmasked Estep 
Score: -7696426.000000 Penalty: 5259.796875
	Iteration 22Q: 3 clusters Score -7696426 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31174 members 
Mstep: Class 2 contains 9139 members 
Entering Unmasked Estep 
Score: -7696554.000000 Penalty: 5259.796875
	Iteration 23Q: 3 clusters Score -7696554 nChanged 534
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31652 members 
Mstep: Class 2 contains 8661 members 
Entering Unmasked Estep 
Score: -7696694.500000 Penalty: 5259.796875
	Iteration 24Q: 3 clusters Score -7696694 nChanged 528
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32138 members 
Mstep: Class 2 contains 8175 members 
Entering Unmasked Estep 
Score: -7696871.500000 Penalty: 5259.796875
	Iteration 25Q: 3 clusters Score -7696872 nChanged 504
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32606 members 
Mstep: Class 2 contains 7707 members 
Entering Unmasked Estep 
Score: -7697040.500000 Penalty: 5259.796875
	Iteration 26Q: 3 clusters Score -7697040 nChanged 457
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33027 members 
Mstep: Class 2 contains 7286 members 
Entering Unmasked Estep 
Score: -7697229.000000 Penalty: 5259.796875
	Iteration 27Q: 3 clusters Score -7697229 nChanged 420
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33413 members 
Mstep: Class 2 contains 6900 members 
Entering Unmasked Estep 
Score: -7697322.000000 Penalty: 5259.796875
	Iteration 28Q: 3 clusters Score -7697322 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33767 members 
Mstep: Class 2 contains 6546 members 
Entering Unmasked Estep 
Score: -7697417.500000 Penalty: 5259.796875
	Iteration 29Q: 3 clusters Score -7697418 nChanged 382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34121 members 
Mstep: Class 2 contains 6192 members 
Entering Unmasked Estep 
Score: -7697507.000000 Penalty: 5259.796875
	Iteration 30Q: 3 clusters Score -7697507 nChanged 403
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34492 members 
Mstep: Class 2 contains 5821 members 
Entering Unmasked Estep 
Score: -7697623.500000 Penalty: 5259.796875
	Iteration 31Q: 3 clusters Score -7697624 nChanged 380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34832 members 
Mstep: Class 2 contains 5481 members 
Entering Unmasked Estep 
Score: -7697721.000000 Penalty: 5259.796875
	Iteration 32Q: 3 clusters Score -7697721 nChanged 368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35164 members 
Mstep: Class 2 contains 5149 members 
Entering Unmasked Estep 
Score: -7697811.500000 Penalty: 5259.796875
	Iteration 33Q: 3 clusters Score -7697812 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35480 members 
Mstep: Class 2 contains 4833 members 
Entering Unmasked Estep 
Score: -7697924.500000 Penalty: 5259.796875
	Iteration 34Q: 3 clusters Score -7697924 nChanged 300
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35762 members 
Mstep: Class 2 contains 4551 members 
Entering Unmasked Estep 
Score: -7698020.000000 Penalty: 5259.796875
	Iteration 35Q: 3 clusters Score -7698020 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36023 members 
Mstep: Class 2 contains 4290 members 
Entering Unmasked Estep 
Score: -7698094.500000 Penalty: 5259.796875
	Iteration 36Q: 3 clusters Score -7698094 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36276 members 
Mstep: Class 2 contains 4037 members 
Entering Unmasked Estep 
Score: -7698189.000000 Penalty: 5259.796875
	Iteration 37Q: 3 clusters Score -7698189 nChanged 271
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36525 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -7698293.000000 Penalty: 5259.796875
	Iteration 38Q: 3 clusters Score -7698293 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36766 members 
Mstep: Class 2 contains 3547 members 
Entering Unmasked Estep 
Score: -7698368.500000 Penalty: 5259.796875
	Iteration 39Q: 3 clusters Score -7698368 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36992 members 
Mstep: Class 2 contains 3321 members 
Entering Unmasked Estep 
Score: -7698466.000000 Penalty: 5259.796875
	Iteration 40F: 3 clusters Score -7698466 nChanged 206
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37186 members 
Mstep: Class 2 contains 3127 members 
Entering Unmasked Estep 
Score: -7698510.500000 Penalty: 5259.796875
	Iteration 41Q: 3 clusters Score -7698510 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37377 members 
Mstep: Class 2 contains 2936 members 
Entering Unmasked Estep 
Score: -7698570.500000 Penalty: 5259.796875
	Iteration 42Q: 3 clusters Score -7698570 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37553 members 
Mstep: Class 2 contains 2760 members 
Entering Unmasked Estep 
Score: -7698650.500000 Penalty: 5259.796875
	Iteration 43Q: 3 clusters Score -7698650 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37716 members 
Mstep: Class 2 contains 2597 members 
Entering Unmasked Estep 
Score: -7698716.000000 Penalty: 5259.796875
	Iteration 44Q: 3 clusters Score -7698716 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37871 members 
Mstep: Class 2 contains 2442 members 
Entering Unmasked Estep 
Score: -7698776.000000 Penalty: 5259.796875
	Iteration 45Q: 3 clusters Score -7698776 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38015 members 
Mstep: Class 2 contains 2298 members 
Entering Unmasked Estep 
Score: -7698832.000000 Penalty: 5259.796875
	Iteration 46Q: 3 clusters Score -7698832 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38138 members 
Mstep: Class 2 contains 2175 members 
Entering Unmasked Estep 
Score: -7698876.500000 Penalty: 5259.796875
	Iteration 47Q: 3 clusters Score -7698876 nChanged 119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38255 members 
Mstep: Class 2 contains 2058 members 
Entering Unmasked Estep 
Score: -7698948.500000 Penalty: 5259.796875
	Iteration 48Q: 3 clusters Score -7698948 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38381 members 
Mstep: Class 2 contains 1932 members 
Entering Unmasked Estep 
Score: -7699002.500000 Penalty: 5259.796875
	Iteration 49Q: 3 clusters Score -7699002 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38490 members 
Mstep: Class 2 contains 1823 members 
Entering Unmasked Estep 
Score: -7699027.500000 Penalty: 5259.796875
	Iteration 50Q: 3 clusters Score -7699028 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38601 members 
Mstep: Class 2 contains 1712 members 
Entering Unmasked Estep 
Score: -7699096.000000 Penalty: 5259.796875
	Iteration 51Q: 3 clusters Score -7699096 nChanged 110
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38711 members 
Mstep: Class 2 contains 1602 members 
Entering Unmasked Estep 
Score: -7699148.500000 Penalty: 5259.796875
	Iteration 52Q: 3 clusters Score -7699148 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38807 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -7699189.000000 Penalty: 5259.796875
	Iteration 53Q: 3 clusters Score -7699189 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38876 members 
Mstep: Class 2 contains 1437 members 
Entering Unmasked Estep 
Score: -7699192.500000 Penalty: 5259.796875
	Iteration 54Q: 3 clusters Score -7699192 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38946 members 
Mstep: Class 2 contains 1367 members 
Entering Unmasked Estep 
Score: -7699226.000000 Penalty: 5259.796875
	Iteration 55Q: 3 clusters Score -7699226 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38998 members 
Mstep: Class 2 contains 1315 members 
Entering Unmasked Estep 
Score: -7699248.000000 Penalty: 5259.796875
	Iteration 56Q: 3 clusters Score -7699248 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39044 members 
Mstep: Class 2 contains 1269 members 
Entering Unmasked Estep 
Score: -7699276.500000 Penalty: 5259.796875
	Iteration 57Q: 3 clusters Score -7699276 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39090 members 
Mstep: Class 2 contains 1223 members 
Entering Unmasked Estep 
Score: -7699299.000000 Penalty: 5259.796875
	Iteration 58Q: 3 clusters Score -7699299 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39138 members 
Mstep: Class 2 contains 1175 members 
Entering Unmasked Estep 
Score: -7699306.000000 Penalty: 5259.796875
	Iteration 59Q: 3 clusters Score -7699306 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39181 members 
Mstep: Class 2 contains 1132 members 
Entering Unmasked Estep 
Score: -7699331.000000 Penalty: 5259.796875
	Iteration 60F: 3 clusters Score -7699331 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39233 members 
Mstep: Class 2 contains 1080 members 
Entering Unmasked Estep 
Score: -7699353.500000 Penalty: 5259.796875
	Iteration 61Q: 3 clusters Score -7699354 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39270 members 
Mstep: Class 2 contains 1043 members 
Entering Unmasked Estep 
Score: -7699366.000000 Penalty: 5259.796875
	Iteration 62Q: 3 clusters Score -7699366 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39311 members 
Mstep: Class 2 contains 1002 members 
Entering Unmasked Estep 
Score: -7699392.500000 Penalty: 5259.796875
	Iteration 63Q: 3 clusters Score -7699392 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39333 members 
Mstep: Class 2 contains 980 members 
Entering Unmasked Estep 
Score: -7699389.500000 Penalty: 5259.796875
	Iteration 64Q: 3 clusters Score -7699390 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39356 members 
Mstep: Class 2 contains 957 members 
Entering Unmasked Estep 
Score: -7699403.000000 Penalty: 5259.796875
	Iteration 65Q: 3 clusters Score -7699403 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39374 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -7699413.000000 Penalty: 5259.796875
	Iteration 66Q: 3 clusters Score -7699413 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39386 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -7699415.500000 Penalty: 5259.796875
	Iteration 67Q: 3 clusters Score -7699416 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39399 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -7699424.000000 Penalty: 5259.796875
	Iteration 68Q: 3 clusters Score -7699424 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39415 members 
Mstep: Class 2 contains 898 members 
Entering Unmasked Estep 
Score: -7699425.500000 Penalty: 5259.796875
	Iteration 69Q: 3 clusters Score -7699426 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39427 members 
Mstep: Class 2 contains 886 members 
Entering Unmasked Estep 
Score: -7699439.500000 Penalty: 5259.796875
	Iteration 70Q: 3 clusters Score -7699440 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39444 members 
Mstep: Class 2 contains 869 members 
Entering Unmasked Estep 
Score: -7699449.500000 Penalty: 5259.796875
	Iteration 71Q: 3 clusters Score -7699450 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39458 members 
Mstep: Class 2 contains 855 members 
Entering Unmasked Estep 
Score: -7699455.500000 Penalty: 5259.796875
	Iteration 72Q: 3 clusters Score -7699456 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39466 members 
Mstep: Class 2 contains 847 members 
Entering Unmasked Estep 
Score: -7699457.000000 Penalty: 5259.796875
	Iteration 73Q: 3 clusters Score -7699457 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39475 members 
Mstep: Class 2 contains 838 members 
Entering Unmasked Estep 
Score: -7699473.500000 Penalty: 5259.796875
	Iteration 74Q: 3 clusters Score -7699474 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39477 members 
Mstep: Class 2 contains 836 members 
Entering Unmasked Estep 
Score: -7699474.500000 Penalty: 5259.796875
	Iteration 75Q: 3 clusters Score -7699474 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39488 members 
Mstep: Class 2 contains 825 members 
Entering Unmasked Estep 
Score: -7699490.000000 Penalty: 5259.796875
	Iteration 76Q: 3 clusters Score -7699490 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39495 members 
Mstep: Class 2 contains 818 members 
Entering Unmasked Estep 
Score: -7699492.000000 Penalty: 5259.796875
	Iteration 77Q: 3 clusters Score -7699492 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39502 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -7699498.000000 Penalty: 5259.796875
	Iteration 78Q: 3 clusters Score -7699498 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39506 members 
Mstep: Class 2 contains 807 members 
Entering Unmasked Estep 
Score: -7699499.500000 Penalty: 5259.796875
	Iteration 79Q: 3 clusters Score -7699500 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7699501.000000 Penalty: 5259.796875
	Iteration 80F: 3 clusters Score -7699501 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39508 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -7699504.500000 Penalty: 5259.796875
	Iteration 81Q: 3 clusters Score -7699504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39510 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -7699501.000000 Penalty: 5259.796875
	Iteration 82Q: 3 clusters Score -7699501 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39511 members 
Mstep: Class 2 contains 802 members 
Entering Unmasked Estep 
Score: -7699505.500000 Penalty: 5259.796875
	Iteration 83Q: 3 clusters Score -7699506 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39513 members 
Mstep: Class 2 contains 800 members 
Entering Unmasked Estep 
Score: -7699503.500000 Penalty: 5259.796875
	Iteration 84Q: 3 clusters Score -7699504 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39514 members 
Mstep: Class 2 contains 799 members 
Entering Unmasked Estep 
Score: -7699503.500000 Penalty: 5259.796875
	Iteration 85Q: 3 clusters Score -7699504 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39516 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -7699503.000000 Penalty: 5259.796875
	Iteration 86Q: 3 clusters Score -7699503 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7699507.500000 Penalty: 5259.796875
	Iteration 87Q: 3 clusters Score -7699508 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7699507.000000 Penalty: 5259.796875
	Iteration 88Q: 3 clusters Score -7699507 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39518 members 
Mstep: Class 2 contains 795 members 
Entering Unmasked Estep 
Score: -7699507.000000 Penalty: 5259.796875
	Iteration 89F: 3 clusters Score -7699507 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 6 (1461 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1461 members 
Entering Unmasked Estep 
Score: -249811.828125 Penalty: 1807.145264
	Iteration 0F: 2 clusters Score -249811.8 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 768 members 
Mstep: Class 2 contains 693 members 
Entering Unmasked Estep 
Score: -247666.015625 Penalty: 3614.290527
	Iteration 0F: 3 clusters Score -247666 nChanged 445
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 683 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -248337.890625 Penalty: 3614.290527
	Iteration 1F: 3 clusters Score -248337.9 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 597 members 
Mstep: Class 2 contains 864 members 
Entering Unmasked Estep 
Score: -248876.609375 Penalty: 3614.290527
	Iteration 2F: 3 clusters Score -248876.6 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 926 members 
Entering Unmasked Estep 
Score: -249368.906250 Penalty: 3614.290527
	Iteration 3F: 3 clusters Score -249368.9 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 527 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -249720.828125 Penalty: 3614.290527
	Iteration 4F: 3 clusters Score -249720.8 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 547 members 
Mstep: Class 2 contains 914 members 
Entering Unmasked Estep 
Score: -249876.640625 Penalty: 3614.290527
	Iteration 5Q: 3 clusters Score -249876.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 570 members 
Mstep: Class 2 contains 891 members 
Entering Unmasked Estep 
Score: -249996.593750 Penalty: 3614.290527
	Iteration 6Q: 3 clusters Score -249996.6 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 598 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -250113.125000 Penalty: 3614.290527
	Iteration 7Q: 3 clusters Score -250113.1 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 845 members 
Entering Unmasked Estep 
Score: -250156.421875 Penalty: 3614.290527
	Iteration 8Q: 3 clusters Score -250156.4 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 827 members 
Entering Unmasked Estep 
Score: -250197.203125 Penalty: 3614.290527
	Iteration 9Q: 3 clusters Score -250197.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 650 members 
Mstep: Class 2 contains 811 members 
Entering Unmasked Estep 
Score: -250224.609375 Penalty: 3614.290527
	Iteration 10Q: 3 clusters Score -250224.6 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 658 members 
Mstep: Class 2 contains 803 members 
Entering Unmasked Estep 
Score: -250234.359375 Penalty: 3614.290527
	Iteration 11Q: 3 clusters Score -250234.4 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 663 members 
Mstep: Class 2 contains 798 members 
Entering Unmasked Estep 
Score: -250243.125000 Penalty: 3614.290527
	Iteration 12Q: 3 clusters Score -250243.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -250248.796875 Penalty: 3614.290527
	Iteration 13Q: 3 clusters Score -250248.8 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 672 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -250254.875000 Penalty: 3614.290527
	Iteration 14Q: 3 clusters Score -250254.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 785 members 
Entering Unmasked Estep 
Score: -250258.546875 Penalty: 3614.290527
	Iteration 15Q: 3 clusters Score -250258.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 782 members 
Entering Unmasked Estep 
Score: -250263.875000 Penalty: 3614.290527
	Iteration 16Q: 3 clusters Score -250263.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 780 members 
Entering Unmasked Estep 
Score: -250268.453125 Penalty: 3614.290527
	Iteration 17Q: 3 clusters Score -250268.5 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -250273.734375 Penalty: 3614.290527
	Iteration 18Q: 3 clusters Score -250273.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 690 members 
Mstep: Class 2 contains 771 members 
Entering Unmasked Estep 
Score: -250277.453125 Penalty: 3614.290527
	Iteration 19Q: 3 clusters Score -250277.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 694 members 
Mstep: Class 2 contains 767 members 
Entering Unmasked Estep 
Score: -250283.171875 Penalty: 3614.290527
	Iteration 20F: 3 clusters Score -250283.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -250285.765625 Penalty: 3614.290527
	Iteration 21Q: 3 clusters Score -250285.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -250288.484375 Penalty: 3614.290527
	Iteration 22Q: 3 clusters Score -250288.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 761 members 
Entering Unmasked Estep 
Score: -250288.484375 Penalty: 3614.290527
	Iteration 23F: 3 clusters Score -250288.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 4618 members 
Mstep: Class 3 contains 31314 members 
Mstep: Class 4 contains 46013 members 
Mstep: Class 5 contains 40313 members 
Mstep: Class 6 contains 700 members 
Mstep: Class 7 contains 41733 members 
Mstep: Class 8 contains 45492 members 
Mstep: Class 9 contains 43507 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 24517 members 
Mstep: Class 12 contains 59931 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7475 members 
Mstep: Class 15 contains 8880 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42298 members 
Mstep: Class 18 contains 5067 members 
Mstep: Class 19 contains 5557 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27783 members 
Mstep: Class 22 contains 42472 members 
Mstep: Class 23 contains 26802 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41704 members 
Mstep: Class 27 contains 53877 members 
Mstep: Class 28 contains 43640 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7892 members 
Mstep: Class 31 contains 54834 members 
Mstep: Class 32 contains 23464 members 
Mstep: Class 33 contains 42589 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46438 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 23686 members 
Mstep: Class 40 contains 20456 members 
Mstep: Class 41 contains 20397 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25755 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45666 members 
Mstep: Class 47 contains 24350 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11251 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26499 members 
Mstep: Class 53 contains 18917 members 
Mstep: Class 54 contains 24463 members 
Mstep: Class 55 contains 761 members 
Entering Unmasked Estep 
Score: -207982432.000000 Penalty: 189943.437500
Splitting cluster 6 changes total score from -207984880.000000 to -207982432.000000
So it's not getting split.
Entering ConstructFrom: 
Trying to split cluster 7 (41733 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41733 members 
Entering Unmasked Estep 
Score: -8041816.500000 Penalty: 2638.483887
	Iteration 0F: 2 clusters Score -8041816 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20811 members 
Mstep: Class 2 contains 20922 members 
Entering Unmasked Estep 
Score: -8016468.000000 Penalty: 5276.967773
	Iteration 0F: 3 clusters Score -8016468 nChanged 19281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20962 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -8027210.000000 Penalty: 5276.967773
	Iteration 1F: 3 clusters Score -8027210 nChanged 1835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21001 members 
Mstep: Class 2 contains 20732 members 
Entering Unmasked Estep 
Score: -8027714.000000 Penalty: 5276.967773
	Iteration 2Q: 3 clusters Score -8027714 nChanged 1704
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21099 members 
Mstep: Class 2 contains 20634 members 
Entering Unmasked Estep 
Score: -8028263.000000 Penalty: 5276.967773
	Iteration 3Q: 3 clusters Score -8028263 nChanged 1616
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21197 members 
Mstep: Class 2 contains 20536 members 
Entering Unmasked Estep 
Score: -8028770.000000 Penalty: 5276.967773
	Iteration 4Q: 3 clusters Score -8028770 nChanged 1637
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21322 members 
Mstep: Class 2 contains 20411 members 
Entering Unmasked Estep 
Score: -8029400.000000 Penalty: 5276.967773
	Iteration 5Q: 3 clusters Score -8029400 nChanged 1678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21500 members 
Mstep: Class 2 contains 20233 members 
Entering Unmasked Estep 
Score: -8030054.500000 Penalty: 5276.967773
	Iteration 6Q: 3 clusters Score -8030054 nChanged 1787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21707 members 
Mstep: Class 2 contains 20026 members 
Entering Unmasked Estep 
Score: -8030912.500000 Penalty: 5276.967773
	Iteration 7Q: 3 clusters Score -8030912 nChanged 1931
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21954 members 
Mstep: Class 2 contains 19779 members 
Entering Unmasked Estep 
Score: -8031984.500000 Penalty: 5276.967773
	Iteration 8Q: 3 clusters Score -8031984 nChanged 2091
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22351 members 
Mstep: Class 2 contains 19382 members 
Entering Unmasked Estep 
Score: -8033460.000000 Penalty: 5276.967773
	Iteration 9F: 3 clusters Score -8033460 nChanged 2284
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22801 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -8035177.000000 Penalty: 5276.967773
	Iteration 10F: 3 clusters Score -8035177 nChanged 2294
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23401 members 
Mstep: Class 2 contains 18332 members 
Entering Unmasked Estep 
Score: -8036914.000000 Penalty: 5276.967773
	Iteration 11F: 3 clusters Score -8036914 nChanged 1831
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23928 members 
Mstep: Class 2 contains 17805 members 
Entering Unmasked Estep 
Score: -8037938.000000 Penalty: 5276.967773
	Iteration 12Q: 3 clusters Score -8037938 nChanged 1288
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24494 members 
Mstep: Class 2 contains 17239 members 
Entering Unmasked Estep 
Score: -8038470.500000 Penalty: 5276.967773
	Iteration 13Q: 3 clusters Score -8038470 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25093 members 
Mstep: Class 2 contains 16640 members 
Entering Unmasked Estep 
Score: -8038784.000000 Penalty: 5276.967773
	Iteration 14Q: 3 clusters Score -8038784 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25717 members 
Mstep: Class 2 contains 16016 members 
Entering Unmasked Estep 
Score: -8039018.500000 Penalty: 5276.967773
	Iteration 15Q: 3 clusters Score -8039018 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26361 members 
Mstep: Class 2 contains 15372 members 
Entering Unmasked Estep 
Score: -8039172.500000 Penalty: 5276.967773
	Iteration 16Q: 3 clusters Score -8039172 nChanged 745
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27064 members 
Mstep: Class 2 contains 14669 members 
Entering Unmasked Estep 
Score: -8039302.000000 Penalty: 5276.967773
	Iteration 17Q: 3 clusters Score -8039302 nChanged 778
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27810 members 
Mstep: Class 2 contains 13923 members 
Entering Unmasked Estep 
Score: -8039392.500000 Penalty: 5276.967773
	Iteration 18Q: 3 clusters Score -8039392 nChanged 825
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28607 members 
Mstep: Class 2 contains 13126 members 
Entering Unmasked Estep 
Score: -8039353.000000 Penalty: 5276.967773
	Iteration 19Q: 3 clusters Score -8039353 nChanged 835
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29420 members 
Mstep: Class 2 contains 12313 members 
Entering Unmasked Estep 
Score: -8039398.500000 Penalty: 5276.967773
	Iteration 20F: 3 clusters Score -8039398 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30345 members 
Mstep: Class 2 contains 11388 members 
Entering Unmasked Estep 
Score: -8039483.500000 Penalty: 5276.967773
	Iteration 21Q: 3 clusters Score -8039484 nChanged 873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31200 members 
Mstep: Class 2 contains 10533 members 
Entering Unmasked Estep 
Score: -8039601.000000 Penalty: 5276.967773
	Iteration 22Q: 3 clusters Score -8039601 nChanged 774
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31956 members 
Mstep: Class 2 contains 9777 members 
Entering Unmasked Estep 
Score: -8039612.500000 Penalty: 5276.967773
	Iteration 23Q: 3 clusters Score -8039612 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32736 members 
Mstep: Class 2 contains 8997 members 
Entering Unmasked Estep 
Score: -8039717.500000 Penalty: 5276.967773
	Iteration 24Q: 3 clusters Score -8039718 nChanged 709
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33439 members 
Mstep: Class 2 contains 8294 members 
Entering Unmasked Estep 
Score: -8039719.500000 Penalty: 5276.967773
	Iteration 25Q: 3 clusters Score -8039720 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34080 members 
Mstep: Class 2 contains 7653 members 
Entering Unmasked Estep 
Score: -8039821.500000 Penalty: 5276.967773
	Iteration 26Q: 3 clusters Score -8039822 nChanged 578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34644 members 
Mstep: Class 2 contains 7089 members 
Entering Unmasked Estep 
Score: -8039803.500000 Penalty: 5276.967773
	Iteration 27Q: 3 clusters Score -8039804 nChanged 548
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35180 members 
Mstep: Class 2 contains 6553 members 
Entering Unmasked Estep 
Score: -8039831.000000 Penalty: 5276.967773
	Iteration 28Q: 3 clusters Score -8039831 nChanged 485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35653 members 
Mstep: Class 2 contains 6080 members 
Entering Unmasked Estep 
Score: -8039844.000000 Penalty: 5276.967773
	Iteration 29Q: 3 clusters Score -8039844 nChanged 407
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36040 members 
Mstep: Class 2 contains 5693 members 
Entering Unmasked Estep 
Score: -8039839.500000 Penalty: 5276.967773
	Iteration 30Q: 3 clusters Score -8039840 nChanged 341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36369 members 
Mstep: Class 2 contains 5364 members 
Entering Unmasked Estep 
Score: -8039819.500000 Penalty: 5276.967773
	Iteration 31Q: 3 clusters Score -8039820 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36687 members 
Mstep: Class 2 contains 5046 members 
Entering Unmasked Estep 
Score: -8039861.000000 Penalty: 5276.967773
	Iteration 32Q: 3 clusters Score -8039861 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36951 members 
Mstep: Class 2 contains 4782 members 
Entering Unmasked Estep 
Score: -8039844.500000 Penalty: 5276.967773
	Iteration 33Q: 3 clusters Score -8039844 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37184 members 
Mstep: Class 2 contains 4549 members 
Entering Unmasked Estep 
Score: -8039861.000000 Penalty: 5276.967773
	Iteration 34Q: 3 clusters Score -8039861 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37395 members 
Mstep: Class 2 contains 4338 members 
Entering Unmasked Estep 
Score: -8039865.500000 Penalty: 5276.967773
	Iteration 35Q: 3 clusters Score -8039866 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37625 members 
Mstep: Class 2 contains 4108 members 
Entering Unmasked Estep 
Score: -8039837.000000 Penalty: 5276.967773
	Iteration 36Q: 3 clusters Score -8039837 nChanged 231
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37842 members 
Mstep: Class 2 contains 3891 members 
Entering Unmasked Estep 
Score: -8039868.000000 Penalty: 5276.967773
	Iteration 37Q: 3 clusters Score -8039868 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38058 members 
Mstep: Class 2 contains 3675 members 
Entering Unmasked Estep 
Score: -8039869.000000 Penalty: 5276.967773
	Iteration 38Q: 3 clusters Score -8039869 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38280 members 
Mstep: Class 2 contains 3453 members 
Entering Unmasked Estep 
Score: -8039869.500000 Penalty: 5276.967773
	Iteration 39Q: 3 clusters Score -8039870 nChanged 225
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38499 members 
Mstep: Class 2 contains 3234 members 
Entering Unmasked Estep 
Score: -8039882.000000 Penalty: 5276.967773
	Iteration 40F: 3 clusters Score -8039882 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38713 members 
Mstep: Class 2 contains 3020 members 
Entering Unmasked Estep 
Score: -8039862.500000 Penalty: 5276.967773
	Iteration 41Q: 3 clusters Score -8039862 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38917 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -8039897.500000 Penalty: 5276.967773
	Iteration 42Q: 3 clusters Score -8039898 nChanged 198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39107 members 
Mstep: Class 2 contains 2626 members 
Entering Unmasked Estep 
Score: -8039840.500000 Penalty: 5276.967773
	Iteration 43Q: 3 clusters Score -8039840 nChanged 177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 2455 members 
Entering Unmasked Estep 
Score: -8039842.000000 Penalty: 5276.967773
	Iteration 44Q: 3 clusters Score -8039842 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39443 members 
Mstep: Class 2 contains 2290 members 
Entering Unmasked Estep 
Score: -8039838.500000 Penalty: 5276.967773
	Iteration 45Q: 3 clusters Score -8039838 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39576 members 
Mstep: Class 2 contains 2157 members 
Entering Unmasked Estep 
Score: -8039842.500000 Penalty: 5276.967773
	Iteration 46Q: 3 clusters Score -8039842 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39705 members 
Mstep: Class 2 contains 2028 members 
Entering Unmasked Estep 
Score: -8039844.500000 Penalty: 5276.967773
	Iteration 47Q: 3 clusters Score -8039844 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39827 members 
Mstep: Class 2 contains 1906 members 
Entering Unmasked Estep 
Score: -8039847.500000 Penalty: 5276.967773
	Iteration 48Q: 3 clusters Score -8039848 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39950 members 
Mstep: Class 2 contains 1783 members 
Entering Unmasked Estep 
Score: -8039870.000000 Penalty: 5276.967773
	Iteration 49Q: 3 clusters Score -8039870 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40051 members 
Mstep: Class 2 contains 1682 members 
Entering Unmasked Estep 
Score: -8039852.500000 Penalty: 5276.967773
	Iteration 50Q: 3 clusters Score -8039852 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40137 members 
Mstep: Class 2 contains 1596 members 
Entering Unmasked Estep 
Score: -8039835.500000 Penalty: 5276.967773
	Iteration 51Q: 3 clusters Score -8039836 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40212 members 
Mstep: Class 2 contains 1521 members 
Entering Unmasked Estep 
Score: -8039827.500000 Penalty: 5276.967773
	Iteration 52Q: 3 clusters Score -8039828 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40268 members 
Mstep: Class 2 contains 1465 members 
Entering Unmasked Estep 
Score: -8039842.000000 Penalty: 5276.967773
	Iteration 53Q: 3 clusters Score -8039842 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40325 members 
Mstep: Class 2 contains 1408 members 
Entering Unmasked Estep 
Score: -8039841.000000 Penalty: 5276.967773
	Iteration 54Q: 3 clusters Score -8039841 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40382 members 
Mstep: Class 2 contains 1351 members 
Entering Unmasked Estep 
Score: -8039840.000000 Penalty: 5276.967773
	Iteration 55Q: 3 clusters Score -8039840 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40438 members 
Mstep: Class 2 contains 1295 members 
Entering Unmasked Estep 
Score: -8039858.000000 Penalty: 5276.967773
	Iteration 56Q: 3 clusters Score -8039858 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40487 members 
Mstep: Class 2 contains 1246 members 
Entering Unmasked Estep 
Score: -8039868.500000 Penalty: 5276.967773
	Iteration 57Q: 3 clusters Score -8039868 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40533 members 
Mstep: Class 2 contains 1200 members 
Entering Unmasked Estep 
Score: -8039852.000000 Penalty: 5276.967773
	Iteration 58Q: 3 clusters Score -8039852 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40573 members 
Mstep: Class 2 contains 1160 members 
Entering Unmasked Estep 
Score: -8039854.500000 Penalty: 5276.967773
	Iteration 59Q: 3 clusters Score -8039854 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40616 members 
Mstep: Class 2 contains 1117 members 
Entering Unmasked Estep 
Score: -8039845.000000 Penalty: 5276.967773
	Iteration 60F: 3 clusters Score -8039845 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40656 members 
Mstep: Class 2 contains 1077 members 
Entering Unmasked Estep 
Score: -8039859.500000 Penalty: 5276.967773
	Iteration 61Q: 3 clusters Score -8039860 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40692 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -8039867.500000 Penalty: 5276.967773
	Iteration 62Q: 3 clusters Score -8039868 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40726 members 
Mstep: Class 2 contains 1007 members 
Entering Unmasked Estep 
Score: -8039865.500000 Penalty: 5276.967773
	Iteration 63Q: 3 clusters Score -8039866 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 979 members 
Entering Unmasked Estep 
Score: -8039871.000000 Penalty: 5276.967773
	Iteration 64Q: 3 clusters Score -8039871 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40784 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8039883.500000 Penalty: 5276.967773
	Iteration 65Q: 3 clusters Score -8039884 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40811 members 
Mstep: Class 2 contains 922 members 
Entering Unmasked Estep 
Score: -8039894.500000 Penalty: 5276.967773
	Iteration 66Q: 3 clusters Score -8039894 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40827 members 
Mstep: Class 2 contains 906 members 
Entering Unmasked Estep 
Score: -8039897.000000 Penalty: 5276.967773
	Iteration 67Q: 3 clusters Score -8039897 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40849 members 
Mstep: Class 2 contains 884 members 
Entering Unmasked Estep 
Score: -8039899.000000 Penalty: 5276.967773
	Iteration 68Q: 3 clusters Score -8039899 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40873 members 
Mstep: Class 2 contains 860 members 
Entering Unmasked Estep 
Score: -8039895.500000 Penalty: 5276.967773
	Iteration 69Q: 3 clusters Score -8039896 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40885 members 
Mstep: Class 2 contains 848 members 
Entering Unmasked Estep 
Score: -8039900.500000 Penalty: 5276.967773
	Iteration 70Q: 3 clusters Score -8039900 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40899 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -8039901.500000 Penalty: 5276.967773
	Iteration 71Q: 3 clusters Score -8039902 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40912 members 
Mstep: Class 2 contains 821 members 
Entering Unmasked Estep 
Score: -8039904.000000 Penalty: 5276.967773
	Iteration 72Q: 3 clusters Score -8039904 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40929 members 
Mstep: Class 2 contains 804 members 
Entering Unmasked Estep 
Score: -8039899.500000 Penalty: 5276.967773
	Iteration 73Q: 3 clusters Score -8039900 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40945 members 
Mstep: Class 2 contains 788 members 
Entering Unmasked Estep 
Score: -8039918.500000 Penalty: 5276.967773
	Iteration 74Q: 3 clusters Score -8039918 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40967 members 
Mstep: Class 2 contains 766 members 
Entering Unmasked Estep 
Score: -8039919.000000 Penalty: 5276.967773
	Iteration 75Q: 3 clusters Score -8039919 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40980 members 
Mstep: Class 2 contains 753 members 
Entering Unmasked Estep 
Score: -8039922.500000 Penalty: 5276.967773
	Iteration 76Q: 3 clusters Score -8039922 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40991 members 
Mstep: Class 2 contains 742 members 
Entering Unmasked Estep 
Score: -8039922.000000 Penalty: 5276.967773
	Iteration 77Q: 3 clusters Score -8039922 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41004 members 
Mstep: Class 2 contains 729 members 
Entering Unmasked Estep 
Score: -8039923.000000 Penalty: 5276.967773
	Iteration 78Q: 3 clusters Score -8039923 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41012 members 
Mstep: Class 2 contains 721 members 
Entering Unmasked Estep 
Score: -8039922.500000 Penalty: 5276.967773
	Iteration 79Q: 3 clusters Score -8039922 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41015 members 
Mstep: Class 2 contains 718 members 
Entering Unmasked Estep 
Score: -8039920.000000 Penalty: 5276.967773
	Iteration 80F: 3 clusters Score -8039920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41020 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -8039920.500000 Penalty: 5276.967773
	Iteration 81Q: 3 clusters Score -8039920 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41021 members 
Mstep: Class 2 contains 712 members 
Entering Unmasked Estep 
Score: -8039933.500000 Penalty: 5276.967773
	Iteration 82Q: 3 clusters Score -8039934 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41024 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -8039931.500000 Penalty: 5276.967773
	Iteration 83Q: 3 clusters Score -8039932 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41030 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -8039934.000000 Penalty: 5276.967773
	Iteration 84Q: 3 clusters Score -8039934 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41042 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -8039944.000000 Penalty: 5276.967773
	Iteration 85Q: 3 clusters Score -8039944 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41048 members 
Mstep: Class 2 contains 685 members 
Entering Unmasked Estep 
Score: -8039949.500000 Penalty: 5276.967773
	Iteration 86Q: 3 clusters Score -8039950 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41052 members 
Mstep: Class 2 contains 681 members 
Entering Unmasked Estep 
Score: -8039946.000000 Penalty: 5276.967773
	Iteration 87Q: 3 clusters Score -8039946 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8039947.000000 Penalty: 5276.967773
	Iteration 88Q: 3 clusters Score -8039947 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41054 members 
Mstep: Class 2 contains 679 members 
Entering Unmasked Estep 
Score: -8039947.000000 Penalty: 5276.967773
	Iteration 89Q: 3 clusters Score -8039947 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8039946.500000 Penalty: 5276.967773
	Iteration 90Q: 3 clusters Score -8039946 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41055 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -8039946.500000 Penalty: 5276.967773
	Iteration 91F: 3 clusters Score -8039946 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 8 (45492 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45492 members 
Entering Unmasked Estep 
Score: -8519177.000000 Penalty: 2659.872559
	Iteration 0F: 2 clusters Score -8519177 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22679 members 
Mstep: Class 2 contains 22813 members 
Entering Unmasked Estep 
Score: -8489374.000000 Penalty: 5319.745117
	Iteration 0F: 3 clusters Score -8489374 nChanged 21011
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22266 members 
Mstep: Class 2 contains 23226 members 
Entering Unmasked Estep 
Score: -8500882.000000 Penalty: 5319.745117
	Iteration 1F: 3 clusters Score -8500882 nChanged 1873
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22027 members 
Mstep: Class 2 contains 23465 members 
Entering Unmasked Estep 
Score: -8501412.000000 Penalty: 5319.745117
	Iteration 2Q: 3 clusters Score -8501412 nChanged 1832
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21729 members 
Mstep: Class 2 contains 23763 members 
Entering Unmasked Estep 
Score: -8501948.000000 Penalty: 5319.745117
	Iteration 3Q: 3 clusters Score -8501948 nChanged 1762
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21331 members 
Mstep: Class 2 contains 24161 members 
Entering Unmasked Estep 
Score: -8502492.000000 Penalty: 5319.745117
	Iteration 4Q: 3 clusters Score -8502492 nChanged 1772
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20753 members 
Mstep: Class 2 contains 24739 members 
Entering Unmasked Estep 
Score: -8503147.000000 Penalty: 5319.745117
	Iteration 5Q: 3 clusters Score -8503147 nChanged 1888
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19925 members 
Mstep: Class 2 contains 25567 members 
Entering Unmasked Estep 
Score: -8503855.000000 Penalty: 5319.745117
	Iteration 6Q: 3 clusters Score -8503855 nChanged 2176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18851 members 
Mstep: Class 2 contains 26641 members 
Entering Unmasked Estep 
Score: -8505018.000000 Penalty: 5319.745117
	Iteration 7Q: 3 clusters Score -8505018 nChanged 2468
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17525 members 
Mstep: Class 2 contains 27967 members 
Entering Unmasked Estep 
Score: -8506671.000000 Penalty: 5319.745117
	Iteration 8F: 3 clusters Score -8506671 nChanged 2791
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 29392 members 
Entering Unmasked Estep 
Score: -8508874.000000 Penalty: 5319.745117
	Iteration 9F: 3 clusters Score -8508874 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15044 members 
Mstep: Class 2 contains 30448 members 
Entering Unmasked Estep 
Score: -8511202.000000 Penalty: 5319.745117
	Iteration 10F: 3 clusters Score -8511202 nChanged 2238
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14384 members 
Mstep: Class 2 contains 31108 members 
Entering Unmasked Estep 
Score: -8512698.000000 Penalty: 5319.745117
	Iteration 11Q: 3 clusters Score -8512698 nChanged 1525
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13919 members 
Mstep: Class 2 contains 31573 members 
Entering Unmasked Estep 
Score: -8513383.000000 Penalty: 5319.745117
	Iteration 12Q: 3 clusters Score -8513383 nChanged 901
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13562 members 
Mstep: Class 2 contains 31930 members 
Entering Unmasked Estep 
Score: -8513687.000000 Penalty: 5319.745117
	Iteration 13Q: 3 clusters Score -8513687 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13200 members 
Mstep: Class 2 contains 32292 members 
Entering Unmasked Estep 
Score: -8513930.000000 Penalty: 5319.745117
	Iteration 14Q: 3 clusters Score -8513930 nChanged 546
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12850 members 
Mstep: Class 2 contains 32642 members 
Entering Unmasked Estep 
Score: -8514115.000000 Penalty: 5319.745117
	Iteration 15Q: 3 clusters Score -8514115 nChanged 510
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12474 members 
Mstep: Class 2 contains 33018 members 
Entering Unmasked Estep 
Score: -8514305.000000 Penalty: 5319.745117
	Iteration 16Q: 3 clusters Score -8514305 nChanged 439
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12171 members 
Mstep: Class 2 contains 33321 members 
Entering Unmasked Estep 
Score: -8514492.000000 Penalty: 5319.745117
	Iteration 17Q: 3 clusters Score -8514492 nChanged 391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11928 members 
Mstep: Class 2 contains 33564 members 
Entering Unmasked Estep 
Score: -8514620.000000 Penalty: 5319.745117
	Iteration 18Q: 3 clusters Score -8514620 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11704 members 
Mstep: Class 2 contains 33788 members 
Entering Unmasked Estep 
Score: -8514732.000000 Penalty: 5319.745117
	Iteration 19Q: 3 clusters Score -8514732 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11523 members 
Mstep: Class 2 contains 33969 members 
Entering Unmasked Estep 
Score: -8514787.000000 Penalty: 5319.745117
	Iteration 20F: 3 clusters Score -8514787 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11363 members 
Mstep: Class 2 contains 34129 members 
Entering Unmasked Estep 
Score: -8514823.000000 Penalty: 5319.745117
	Iteration 21Q: 3 clusters Score -8514823 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11217 members 
Mstep: Class 2 contains 34275 members 
Entering Unmasked Estep 
Score: -8514909.000000 Penalty: 5319.745117
	Iteration 22Q: 3 clusters Score -8514909 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11070 members 
Mstep: Class 2 contains 34422 members 
Entering Unmasked Estep 
Score: -8514949.000000 Penalty: 5319.745117
	Iteration 23Q: 3 clusters Score -8514949 nChanged 188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -8514988.000000 Penalty: 5319.745117
	Iteration 24Q: 3 clusters Score -8514988 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10791 members 
Mstep: Class 2 contains 34701 members 
Entering Unmasked Estep 
Score: -8515022.000000 Penalty: 5319.745117
	Iteration 25Q: 3 clusters Score -8515022 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10654 members 
Mstep: Class 2 contains 34838 members 
Entering Unmasked Estep 
Score: -8515047.000000 Penalty: 5319.745117
	Iteration 26Q: 3 clusters Score -8515047 nChanged 158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10518 members 
Mstep: Class 2 contains 34974 members 
Entering Unmasked Estep 
Score: -8515058.000000 Penalty: 5319.745117
	Iteration 27Q: 3 clusters Score -8515058 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 35109 members 
Entering Unmasked Estep 
Score: -8515070.000000 Penalty: 5319.745117
	Iteration 28Q: 3 clusters Score -8515070 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10248 members 
Mstep: Class 2 contains 35244 members 
Entering Unmasked Estep 
Score: -8515091.000000 Penalty: 5319.745117
	Iteration 29Q: 3 clusters Score -8515091 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10110 members 
Mstep: Class 2 contains 35382 members 
Entering Unmasked Estep 
Score: -8515124.000000 Penalty: 5319.745117
	Iteration 30Q: 3 clusters Score -8515124 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9982 members 
Mstep: Class 2 contains 35510 members 
Entering Unmasked Estep 
Score: -8515181.000000 Penalty: 5319.745117
	Iteration 31Q: 3 clusters Score -8515181 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9858 members 
Mstep: Class 2 contains 35634 members 
Entering Unmasked Estep 
Score: -8515217.000000 Penalty: 5319.745117
	Iteration 32Q: 3 clusters Score -8515217 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9748 members 
Mstep: Class 2 contains 35744 members 
Entering Unmasked Estep 
Score: -8515245.000000 Penalty: 5319.745117
	Iteration 33Q: 3 clusters Score -8515245 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9647 members 
Mstep: Class 2 contains 35845 members 
Entering Unmasked Estep 
Score: -8515261.000000 Penalty: 5319.745117
	Iteration 34Q: 3 clusters Score -8515261 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9554 members 
Mstep: Class 2 contains 35938 members 
Entering Unmasked Estep 
Score: -8515282.000000 Penalty: 5319.745117
	Iteration 35Q: 3 clusters Score -8515282 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9478 members 
Mstep: Class 2 contains 36014 members 
Entering Unmasked Estep 
Score: -8515298.000000 Penalty: 5319.745117
	Iteration 36Q: 3 clusters Score -8515298 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9417 members 
Mstep: Class 2 contains 36075 members 
Entering Unmasked Estep 
Score: -8515327.000000 Penalty: 5319.745117
	Iteration 37Q: 3 clusters Score -8515327 nChanged 64
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9355 members 
Mstep: Class 2 contains 36137 members 
Entering Unmasked Estep 
Score: -8515335.000000 Penalty: 5319.745117
	Iteration 38Q: 3 clusters Score -8515335 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9302 members 
Mstep: Class 2 contains 36190 members 
Entering Unmasked Estep 
Score: -8515342.000000 Penalty: 5319.745117
	Iteration 39Q: 3 clusters Score -8515342 nChanged 55
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9247 members 
Mstep: Class 2 contains 36245 members 
Entering Unmasked Estep 
Score: -8515348.000000 Penalty: 5319.745117
	Iteration 40F: 3 clusters Score -8515348 nChanged 46
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9203 members 
Mstep: Class 2 contains 36289 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 36337 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8515373 nChanged 54
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9103 members 
Mstep: Class 2 contains 36389 members 
Entering Unmasked Estep 
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	Iteration 43Q: 3 clusters Score -8515367 nChanged 56
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9047 members 
Mstep: Class 2 contains 36445 members 
Entering Unmasked Estep 
Score: -8515381.000000 Penalty: 5319.745117
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 9004 members 
Mstep: Class 2 contains 36488 members 
Entering Unmasked Estep 
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	Iteration 45Q: 3 clusters Score -8515383 nChanged 43
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8963 members 
Mstep: Class 2 contains 36529 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8917 members 
Mstep: Class 2 contains 36575 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 36635 members 
Entering Unmasked Estep 
Score: -8515400.000000 Penalty: 5319.745117
	Iteration 48Q: 3 clusters Score -8515400 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8812 members 
Mstep: Class 2 contains 36680 members 
Entering Unmasked Estep 
Score: -8515416.000000 Penalty: 5319.745117
	Iteration 49Q: 3 clusters Score -8515416 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8782 members 
Mstep: Class 2 contains 36710 members 
Entering Unmasked Estep 
Score: -8515409.000000 Penalty: 5319.745117
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Mstep: Class 1 contains 8745 members 
Mstep: Class 2 contains 36747 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8704 members 
Mstep: Class 2 contains 36788 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8666 members 
Mstep: Class 2 contains 36826 members 
Entering Unmasked Estep 
Score: -8515440.000000 Penalty: 5319.745117
	Iteration 53Q: 3 clusters Score -8515440 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8632 members 
Mstep: Class 2 contains 36860 members 
Entering Unmasked Estep 
Score: -8515452.000000 Penalty: 5319.745117
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8602 members 
Mstep: Class 2 contains 36890 members 
Entering Unmasked Estep 
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	Iteration 55Q: 3 clusters Score -8515444 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8566 members 
Mstep: Class 2 contains 36926 members 
Entering Unmasked Estep 
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	Iteration 56Q: 3 clusters Score -8515455 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8530 members 
Mstep: Class 2 contains 36962 members 
Entering Unmasked Estep 
Score: -8515465.000000 Penalty: 5319.745117
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8496 members 
Mstep: Class 2 contains 36996 members 
Entering Unmasked Estep 
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	Iteration 58Q: 3 clusters Score -8515471 nChanged 39
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8459 members 
Mstep: Class 2 contains 37033 members 
Entering Unmasked Estep 
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	Iteration 59Q: 3 clusters Score -8515478 nChanged 34
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8425 members 
Mstep: Class 2 contains 37067 members 
Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8515480 nChanged 40
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8385 members 
Mstep: Class 2 contains 37107 members 
Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8515490 nChanged 33
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8354 members 
Mstep: Class 2 contains 37138 members 
Entering Unmasked Estep 
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	Iteration 62Q: 3 clusters Score -8515499 nChanged 24
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8330 members 
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Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8299 members 
Mstep: Class 2 contains 37193 members 
Entering Unmasked Estep 
Score: -8515516.000000 Penalty: 5319.745117
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8271 members 
Mstep: Class 2 contains 37221 members 
Entering Unmasked Estep 
Score: -8515531.000000 Penalty: 5319.745117
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8249 members 
Mstep: Class 2 contains 37243 members 
Entering Unmasked Estep 
Score: -8515536.000000 Penalty: 5319.745117
	Iteration 66Q: 3 clusters Score -8515536 nChanged 28
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Mstep: Class 1 contains 8221 members 
Mstep: Class 2 contains 37271 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8198 members 
Mstep: Class 2 contains 37294 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 8177 members 
Mstep: Class 2 contains 37315 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8155 members 
Mstep: Class 2 contains 37337 members 
Entering Unmasked Estep 
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	Iteration 70Q: 3 clusters Score -8515531 nChanged 36
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8119 members 
Mstep: Class 2 contains 37373 members 
Entering Unmasked Estep 
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	Iteration 71Q: 3 clusters Score -8515541 nChanged 53
Entering Unmasked Mstep 
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Mstep: Class 1 contains 8066 members 
Mstep: Class 2 contains 37426 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 8013 members 
Mstep: Class 2 contains 37479 members 
Entering Unmasked Estep 
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7956 members 
Mstep: Class 2 contains 37536 members 
Entering Unmasked Estep 
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	Iteration 74Q: 3 clusters Score -8515583 nChanged 61
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Mstep: Class 1 contains 7895 members 
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Entering Unmasked Estep 
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	Iteration 75Q: 3 clusters Score -8515604 nChanged 69
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Mstep: Class 1 contains 7826 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 7757 members 
Mstep: Class 2 contains 37735 members 
Entering Unmasked Estep 
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	Iteration 77Q: 3 clusters Score -8515634 nChanged 72
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7685 members 
Mstep: Class 2 contains 37807 members 
Entering Unmasked Estep 
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	Iteration 78Q: 3 clusters Score -8515657 nChanged 63
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7628 members 
Mstep: Class 2 contains 37864 members 
Entering Unmasked Estep 
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	Iteration 79Q: 3 clusters Score -8515665 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7571 members 
Mstep: Class 2 contains 37921 members 
Entering Unmasked Estep 
Score: -8515687.000000 Penalty: 5319.745117
	Iteration 80F: 3 clusters Score -8515687 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7516 members 
Mstep: Class 2 contains 37976 members 
Entering Unmasked Estep 
Score: -8515696.000000 Penalty: 5319.745117
	Iteration 81Q: 3 clusters Score -8515696 nChanged 60
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7456 members 
Mstep: Class 2 contains 38036 members 
Entering Unmasked Estep 
Score: -8515701.000000 Penalty: 5319.745117
	Iteration 82Q: 3 clusters Score -8515701 nChanged 77
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 38113 members 
Entering Unmasked Estep 
Score: -8515718.000000 Penalty: 5319.745117
	Iteration 83Q: 3 clusters Score -8515718 nChanged 66
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7313 members 
Mstep: Class 2 contains 38179 members 
Entering Unmasked Estep 
Score: -8515726.000000 Penalty: 5319.745117
	Iteration 84Q: 3 clusters Score -8515726 nChanged 61
Entering Unmasked Mstep 
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Mstep: Class 1 contains 7256 members 
Mstep: Class 2 contains 38236 members 
Entering Unmasked Estep 
Score: -8515760.000000 Penalty: 5319.745117
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Entering Unmasked Mstep 
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Mstep: Class 1 contains 7185 members 
Mstep: Class 2 contains 38307 members 
Entering Unmasked Estep 
Score: -8515776.000000 Penalty: 5319.745117
	Iteration 86Q: 3 clusters Score -8515776 nChanged 69
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Mstep: Class 1 contains 7120 members 
Mstep: Class 2 contains 38372 members 
Entering Unmasked Estep 
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	Iteration 87Q: 3 clusters Score -8515784 nChanged 81
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Mstep: Class 1 contains 7041 members 
Mstep: Class 2 contains 38451 members 
Entering Unmasked Estep 
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	Iteration 88Q: 3 clusters Score -8515819 nChanged 102
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Mstep: Class 1 contains 6941 members 
Mstep: Class 2 contains 38551 members 
Entering Unmasked Estep 
Score: -8515839.000000 Penalty: 5319.745117
	Iteration 89Q: 3 clusters Score -8515839 nChanged 100
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Mstep: Class 1 contains 6841 members 
Mstep: Class 2 contains 38651 members 
Entering Unmasked Estep 
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	Iteration 90Q: 3 clusters Score -8515884 nChanged 77
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Mstep: Class 1 contains 6764 members 
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Entering Unmasked Estep 
Score: -8515912.000000 Penalty: 5319.745117
	Iteration 91Q: 3 clusters Score -8515912 nChanged 70
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Mstep: Class 1 contains 6694 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 93Q: 3 clusters Score -8515931 nChanged 87
Entering Unmasked Mstep 
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Mstep: Class 1 contains 6517 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6423 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6351 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6261 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 6159 members 
Mstep: Class 2 contains 39333 members 
Entering Unmasked Estep 
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	Iteration 98Q: 3 clusters Score -8516039 nChanged 120
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Mstep: Class 1 contains 6039 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5928 members 
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Entering Unmasked Estep 
Score: -8516093.000000 Penalty: 5319.745117
	Iteration 100F: 3 clusters Score -8516093 nChanged 110
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5824 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -8516118.000000 Penalty: 5319.745117
	Iteration 101Q: 3 clusters Score -8516118 nChanged 105
Entering Unmasked Mstep 
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Mstep: Class 1 contains 5719 members 
Mstep: Class 2 contains 39773 members 
Entering Unmasked Estep 
Score: -8516162.000000 Penalty: 5319.745117
	Iteration 102Q: 3 clusters Score -8516162 nChanged 115
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Mstep: Class 1 contains 5604 members 
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Entering Unmasked Estep 
Score: -8516170.000000 Penalty: 5319.745117
	Iteration 103Q: 3 clusters Score -8516170 nChanged 118
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Mstep: Class 1 contains 5486 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5384 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 5264 members 
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Entering Unmasked Estep 
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	Iteration 106Q: 3 clusters Score -8516302 nChanged 136
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Mstep: Class 1 contains 5130 members 
Mstep: Class 2 contains 40362 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 40494 members 
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	Iteration 108Q: 3 clusters Score -8516375 nChanged 144
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Mstep: Class 1 contains 4858 members 
Mstep: Class 2 contains 40634 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 4738 members 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -8516761 nChanged 111
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	Iteration 125Q: 3 clusters Score -8516813 nChanged 110
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Mstep: Class 1 contains 2859 members 
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	Iteration 126Q: 3 clusters Score -8516823 nChanged 111
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	Iteration 129Q: 3 clusters Score -8516877 nChanged 101
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	Iteration 130Q: 3 clusters Score -8516897 nChanged 96
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	Iteration 131Q: 3 clusters Score -8516910 nChanged 92
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Entering Unmasked Estep 
Score: -8516933.000000 Penalty: 5319.745117
	Iteration 132Q: 3 clusters Score -8516933 nChanged 80
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Entering Unmasked Estep 
Score: -8516930.000000 Penalty: 5319.745117
	Iteration 133Q: 3 clusters Score -8516930 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2080 members 
Mstep: Class 2 contains 43412 members 
Entering Unmasked Estep 
Score: -8516945.000000 Penalty: 5319.745117
	Iteration 134Q: 3 clusters Score -8516945 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1995 members 
Mstep: Class 2 contains 43497 members 
Entering Unmasked Estep 
Score: -8516962.000000 Penalty: 5319.745117
	Iteration 135Q: 3 clusters Score -8516962 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 43574 members 
Entering Unmasked Estep 
Score: -8516981.000000 Penalty: 5319.745117
	Iteration 136Q: 3 clusters Score -8516981 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1852 members 
Mstep: Class 2 contains 43640 members 
Entering Unmasked Estep 
Score: -8516982.000000 Penalty: 5319.745117
	Iteration 137Q: 3 clusters Score -8516982 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1780 members 
Mstep: Class 2 contains 43712 members 
Entering Unmasked Estep 
Score: -8517004.000000 Penalty: 5319.745117
	Iteration 138Q: 3 clusters Score -8517004 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1712 members 
Mstep: Class 2 contains 43780 members 
Entering Unmasked Estep 
Score: -8517001.000000 Penalty: 5319.745117
	Iteration 139Q: 3 clusters Score -8517001 nChanged 72
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1642 members 
Mstep: Class 2 contains 43850 members 
Entering Unmasked Estep 
Score: -8517000.000000 Penalty: 5319.745117
	Iteration 140F: 3 clusters Score -8517000 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1568 members 
Mstep: Class 2 contains 43924 members 
Entering Unmasked Estep 
Score: -8517031.000000 Penalty: 5319.745117
	Iteration 141Q: 3 clusters Score -8517031 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 43997 members 
Entering Unmasked Estep 
Score: -8517067.000000 Penalty: 5319.745117
	Iteration 142Q: 3 clusters Score -8517067 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1438 members 
Mstep: Class 2 contains 44054 members 
Entering Unmasked Estep 
Score: -8517072.000000 Penalty: 5319.745117
	Iteration 143Q: 3 clusters Score -8517072 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1386 members 
Mstep: Class 2 contains 44106 members 
Entering Unmasked Estep 
Score: -8517110.000000 Penalty: 5319.745117
	Iteration 144Q: 3 clusters Score -8517110 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1336 members 
Mstep: Class 2 contains 44156 members 
Entering Unmasked Estep 
Score: -8517109.000000 Penalty: 5319.745117
	Iteration 145Q: 3 clusters Score -8517109 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 44196 members 
Entering Unmasked Estep 
Score: -8517116.000000 Penalty: 5319.745117
	Iteration 146Q: 3 clusters Score -8517116 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1257 members 
Mstep: Class 2 contains 44235 members 
Entering Unmasked Estep 
Score: -8517109.000000 Penalty: 5319.745117
	Iteration 147Q: 3 clusters Score -8517109 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 44267 members 
Entering Unmasked Estep 
Score: -8517119.000000 Penalty: 5319.745117
	Iteration 148Q: 3 clusters Score -8517119 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1194 members 
Mstep: Class 2 contains 44298 members 
Entering Unmasked Estep 
Score: -8517120.000000 Penalty: 5319.745117
	Iteration 149Q: 3 clusters Score -8517120 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 44326 members 
Entering Unmasked Estep 
Score: -8517112.000000 Penalty: 5319.745117
	Iteration 150Q: 3 clusters Score -8517112 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 44361 members 
Entering Unmasked Estep 
Score: -8517120.000000 Penalty: 5319.745117
	Iteration 151Q: 3 clusters Score -8517120 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1107 members 
Mstep: Class 2 contains 44385 members 
Entering Unmasked Estep 
Score: -8517111.000000 Penalty: 5319.745117
	Iteration 152Q: 3 clusters Score -8517111 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1093 members 
Mstep: Class 2 contains 44399 members 
Entering Unmasked Estep 
Score: -8517129.000000 Penalty: 5319.745117
	Iteration 153Q: 3 clusters Score -8517129 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1074 members 
Mstep: Class 2 contains 44418 members 
Entering Unmasked Estep 
Score: -8517146.000000 Penalty: 5319.745117
	Iteration 154Q: 3 clusters Score -8517146 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1058 members 
Mstep: Class 2 contains 44434 members 
Entering Unmasked Estep 
Score: -8517147.000000 Penalty: 5319.745117
	Iteration 155Q: 3 clusters Score -8517147 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1045 members 
Mstep: Class 2 contains 44447 members 
Entering Unmasked Estep 
Score: -8517142.000000 Penalty: 5319.745117
	Iteration 156Q: 3 clusters Score -8517142 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1037 members 
Mstep: Class 2 contains 44455 members 
Entering Unmasked Estep 
Score: -8517135.000000 Penalty: 5319.745117
	Iteration 157Q: 3 clusters Score -8517135 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 44466 members 
Entering Unmasked Estep 
Score: -8517159.000000 Penalty: 5319.745117
	Iteration 158Q: 3 clusters Score -8517159 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 44481 members 
Entering Unmasked Estep 
Score: -8517153.000000 Penalty: 5319.745117
	Iteration 159Q: 3 clusters Score -8517153 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 996 members 
Mstep: Class 2 contains 44496 members 
Entering Unmasked Estep 
Score: -8517139.000000 Penalty: 5319.745117
	Iteration 160F: 3 clusters Score -8517139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 985 members 
Mstep: Class 2 contains 44507 members 
Entering Unmasked Estep 
Score: -8517147.000000 Penalty: 5319.745117
	Iteration 161Q: 3 clusters Score -8517147 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 44523 members 
Entering Unmasked Estep 
Score: -8517145.000000 Penalty: 5319.745117
	Iteration 162Q: 3 clusters Score -8517145 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 953 members 
Mstep: Class 2 contains 44539 members 
Entering Unmasked Estep 
Score: -8517139.000000 Penalty: 5319.745117
	Iteration 163Q: 3 clusters Score -8517139 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 944 members 
Mstep: Class 2 contains 44548 members 
Entering Unmasked Estep 
Score: -8517141.000000 Penalty: 5319.745117
	Iteration 164Q: 3 clusters Score -8517141 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 44561 members 
Entering Unmasked Estep 
Score: -8517152.000000 Penalty: 5319.745117
	Iteration 165Q: 3 clusters Score -8517152 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 918 members 
Mstep: Class 2 contains 44574 members 
Entering Unmasked Estep 
Score: -8517158.000000 Penalty: 5319.745117
	Iteration 166Q: 3 clusters Score -8517158 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 909 members 
Mstep: Class 2 contains 44583 members 
Entering Unmasked Estep 
Score: -8517170.000000 Penalty: 5319.745117
	Iteration 167Q: 3 clusters Score -8517170 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 898 members 
Mstep: Class 2 contains 44594 members 
Entering Unmasked Estep 
Score: -8517168.000000 Penalty: 5319.745117
	Iteration 168Q: 3 clusters Score -8517168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 889 members 
Mstep: Class 2 contains 44603 members 
Entering Unmasked Estep 
Score: -8517172.000000 Penalty: 5319.745117
	Iteration 169Q: 3 clusters Score -8517172 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 44610 members 
Entering Unmasked Estep 
Score: -8517178.000000 Penalty: 5319.745117
	Iteration 170Q: 3 clusters Score -8517178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 877 members 
Mstep: Class 2 contains 44615 members 
Entering Unmasked Estep 
Score: -8517175.000000 Penalty: 5319.745117
	Iteration 171Q: 3 clusters Score -8517175 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 44618 members 
Entering Unmasked Estep 
Score: -8517175.000000 Penalty: 5319.745117
	Iteration 172Q: 3 clusters Score -8517175 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 44620 members 
Entering Unmasked Estep 
Score: -8517173.000000 Penalty: 5319.745117
	Iteration 173Q: 3 clusters Score -8517173 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 869 members 
Mstep: Class 2 contains 44623 members 
Entering Unmasked Estep 
Score: -8517177.000000 Penalty: 5319.745117
	Iteration 174Q: 3 clusters Score -8517177 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -8517175.000000 Penalty: 5319.745117
	Iteration 175Q: 3 clusters Score -8517175 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 868 members 
Mstep: Class 2 contains 44624 members 
Entering Unmasked Estep 
Score: -8517175.000000 Penalty: 5319.745117
	Iteration 176F: 3 clusters Score -8517175 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 9 (43507 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43507 members 
Entering Unmasked Estep 
Score: -8186939.000000 Penalty: 2648.808105
	Iteration 0F: 2 clusters Score -8186939 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22035 members 
Mstep: Class 2 contains 21472 members 
Entering Unmasked Estep 
Score: -8157974.500000 Penalty: 5297.616211
	Iteration 0F: 3 clusters Score -8157974 nChanged 19899
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23864 members 
Mstep: Class 2 contains 19643 members 
Entering Unmasked Estep 
Score: -8169062.500000 Penalty: 5297.616211
	Iteration 1F: 3 clusters Score -8169062 nChanged 2010
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24988 members 
Mstep: Class 2 contains 18519 members 
Entering Unmasked Estep 
Score: -8169692.000000 Penalty: 5297.616211
	Iteration 2Q: 3 clusters Score -8169692 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26562 members 
Mstep: Class 2 contains 16945 members 
Entering Unmasked Estep 
Score: -8170565.000000 Penalty: 5297.616211
	Iteration 3Q: 3 clusters Score -8170565 nChanged 2302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28688 members 
Mstep: Class 2 contains 14819 members 
Entering Unmasked Estep 
Score: -8171798.000000 Penalty: 5297.616211
	Iteration 4F: 3 clusters Score -8171798 nChanged 2868
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31478 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -8173796.500000 Penalty: 5297.616211
	Iteration 5F: 3 clusters Score -8173796 nChanged 3373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34829 members 
Mstep: Class 2 contains 8678 members 
Entering Unmasked Estep 
Score: -8176585.000000 Penalty: 5297.616211
	Iteration 6F: 3 clusters Score -8176585 nChanged 3377
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38196 members 
Mstep: Class 2 contains 5311 members 
Entering Unmasked Estep 
Score: -8179763.500000 Penalty: 5297.616211
	Iteration 7F: 3 clusters Score -8179764 nChanged 2562
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40754 members 
Mstep: Class 2 contains 2753 members 
Entering Unmasked Estep 
Score: -8182301.000000 Penalty: 5297.616211
	Iteration 8F: 3 clusters Score -8182301 nChanged 1440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42188 members 
Mstep: Class 2 contains 1319 members 
Entering Unmasked Estep 
Score: -8183612.500000 Penalty: 5297.616211
	Iteration 9Q: 3 clusters Score -8183612 nChanged 599
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42781 members 
Mstep: Class 2 contains 726 members 
Entering Unmasked Estep 
Score: -8184200.000000 Penalty: 5297.616211
	Iteration 10Q: 3 clusters Score -8184200 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43023 members 
Mstep: Class 2 contains 484 members 
Entering Unmasked Estep 
Score: -8184411.000000 Penalty: 5297.616211
	Iteration 11Q: 3 clusters Score -8184411 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43118 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -8184517.500000 Penalty: 5297.616211
	Iteration 12Q: 3 clusters Score -8184518 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43151 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -8184570.000000 Penalty: 5297.616211
	Iteration 13Q: 3 clusters Score -8184570 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43169 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -8184602.500000 Penalty: 5297.616211
	Iteration 14Q: 3 clusters Score -8184602 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43184 members 
Mstep: Class 2 contains 323 members 
Entering Unmasked Estep 
Score: -8184620.500000 Penalty: 5297.616211
	Iteration 15Q: 3 clusters Score -8184620 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43187 members 
Mstep: Class 2 contains 320 members 
Entering Unmasked Estep 
Score: -8184635.000000 Penalty: 5297.616211
	Iteration 16Q: 3 clusters Score -8184635 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43189 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -8184649.000000 Penalty: 5297.616211
	Iteration 17Q: 3 clusters Score -8184649 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43192 members 
Mstep: Class 2 contains 315 members 
Entering Unmasked Estep 
Score: -8184640.500000 Penalty: 5297.616211
	Iteration 18Q: 3 clusters Score -8184640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43195 members 
Mstep: Class 2 contains 312 members 
Entering Unmasked Estep 
Score: -8184655.500000 Penalty: 5297.616211
	Iteration 19Q: 3 clusters Score -8184656 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43197 members 
Mstep: Class 2 contains 310 members 
Entering Unmasked Estep 
Score: -8184653.500000 Penalty: 5297.616211
	Iteration 20F: 3 clusters Score -8184654 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43202 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -8184660.500000 Penalty: 5297.616211
	Iteration 21Q: 3 clusters Score -8184660 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8184671.000000 Penalty: 5297.616211
	Iteration 22Q: 3 clusters Score -8184671 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8184669.000000 Penalty: 5297.616211
	Iteration 23Q: 3 clusters Score -8184669 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8184669.500000 Penalty: 5297.616211
	Iteration 24Q: 3 clusters Score -8184670 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43211 members 
Mstep: Class 2 contains 296 members 
Entering Unmasked Estep 
Score: -8184668.500000 Penalty: 5297.616211
	Iteration 25Q: 3 clusters Score -8184668 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43213 members 
Mstep: Class 2 contains 294 members 
Entering Unmasked Estep 
Score: -8184679.000000 Penalty: 5297.616211
	Iteration 26Q: 3 clusters Score -8184679 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43214 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -8184682.500000 Penalty: 5297.616211
	Iteration 27Q: 3 clusters Score -8184682 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8184684.000000 Penalty: 5297.616211
	Iteration 28Q: 3 clusters Score -8184684 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43215 members 
Mstep: Class 2 contains 292 members 
Entering Unmasked Estep 
Score: -8184684.000000 Penalty: 5297.616211
	Iteration 29F: 3 clusters Score -8184684 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 10 (16442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16442 members 
Entering Unmasked Estep 
Score: -3104686.250000 Penalty: 2407.483398
	Iteration 0F: 2 clusters Score -3104686 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8081 members 
Mstep: Class 2 contains 8361 members 
Entering Unmasked Estep 
Score: -3092993.000000 Penalty: 4814.966797
	Iteration 0F: 3 clusters Score -3092993 nChanged 7119
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7784 members 
Mstep: Class 2 contains 8658 members 
Entering Unmasked Estep 
Score: -3096832.750000 Penalty: 4814.966797
	Iteration 1F: 3 clusters Score -3096833 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7648 members 
Mstep: Class 2 contains 8794 members 
Entering Unmasked Estep 
Score: -3097274.250000 Penalty: 4814.966797
	Iteration 2F: 3 clusters Score -3097274 nChanged 823
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7513 members 
Mstep: Class 2 contains 8929 members 
Entering Unmasked Estep 
Score: -3097660.250000 Penalty: 4814.966797
	Iteration 3F: 3 clusters Score -3097660 nChanged 807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7402 members 
Mstep: Class 2 contains 9040 members 
Entering Unmasked Estep 
Score: -3098064.500000 Penalty: 4814.966797
	Iteration 4Q: 3 clusters Score -3098064 nChanged 746
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7280 members 
Mstep: Class 2 contains 9162 members 
Entering Unmasked Estep 
Score: -3098430.750000 Penalty: 4814.966797
	Iteration 5Q: 3 clusters Score -3098431 nChanged 710
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7134 members 
Mstep: Class 2 contains 9308 members 
Entering Unmasked Estep 
Score: -3098774.000000 Penalty: 4814.966797
	Iteration 6Q: 3 clusters Score -3098774 nChanged 663
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6997 members 
Mstep: Class 2 contains 9445 members 
Entering Unmasked Estep 
Score: -3099075.250000 Penalty: 4814.966797
	Iteration 7Q: 3 clusters Score -3099075 nChanged 602
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6829 members 
Mstep: Class 2 contains 9613 members 
Entering Unmasked Estep 
Score: -3099358.000000 Penalty: 4814.966797
	Iteration 8Q: 3 clusters Score -3099358 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6635 members 
Mstep: Class 2 contains 9807 members 
Entering Unmasked Estep 
Score: -3099597.000000 Penalty: 4814.966797
	Iteration 9Q: 3 clusters Score -3099597 nChanged 470
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 10011 members 
Entering Unmasked Estep 
Score: -3099771.000000 Penalty: 4814.966797
	Iteration 10Q: 3 clusters Score -3099771 nChanged 463
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6186 members 
Mstep: Class 2 contains 10256 members 
Entering Unmasked Estep 
Score: -3099948.000000 Penalty: 4814.966797
	Iteration 11Q: 3 clusters Score -3099948 nChanged 418
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5920 members 
Mstep: Class 2 contains 10522 members 
Entering Unmasked Estep 
Score: -3100110.000000 Penalty: 4814.966797
	Iteration 12Q: 3 clusters Score -3100110 nChanged 425
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5611 members 
Mstep: Class 2 contains 10831 members 
Entering Unmasked Estep 
Score: -3100281.000000 Penalty: 4814.966797
	Iteration 13Q: 3 clusters Score -3100281 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5264 members 
Mstep: Class 2 contains 11178 members 
Entering Unmasked Estep 
Score: -3100422.250000 Penalty: 4814.966797
	Iteration 14Q: 3 clusters Score -3100422 nChanged 409
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4895 members 
Mstep: Class 2 contains 11547 members 
Entering Unmasked Estep 
Score: -3100598.750000 Penalty: 4814.966797
	Iteration 15Q: 3 clusters Score -3100599 nChanged 388
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4535 members 
Mstep: Class 2 contains 11907 members 
Entering Unmasked Estep 
Score: -3100747.750000 Penalty: 4814.966797
	Iteration 16Q: 3 clusters Score -3100748 nChanged 364
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4193 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -3100879.750000 Penalty: 4814.966797
	Iteration 17Q: 3 clusters Score -3100880 nChanged 356
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3851 members 
Mstep: Class 2 contains 12591 members 
Entering Unmasked Estep 
Score: -3101035.750000 Penalty: 4814.966797
	Iteration 18Q: 3 clusters Score -3101036 nChanged 384
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3475 members 
Mstep: Class 2 contains 12967 members 
Entering Unmasked Estep 
Score: -3101197.750000 Penalty: 4814.966797
	Iteration 19Q: 3 clusters Score -3101198 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3096 members 
Mstep: Class 2 contains 13346 members 
Entering Unmasked Estep 
Score: -3101389.500000 Penalty: 4814.966797
	Iteration 20F: 3 clusters Score -3101390 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2741 members 
Mstep: Class 2 contains 13701 members 
Entering Unmasked Estep 
Score: -3101566.750000 Penalty: 4814.966797
	Iteration 21Q: 3 clusters Score -3101567 nChanged 322
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2427 members 
Mstep: Class 2 contains 14015 members 
Entering Unmasked Estep 
Score: -3101734.000000 Penalty: 4814.966797
	Iteration 22Q: 3 clusters Score -3101734 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2154 members 
Mstep: Class 2 contains 14288 members 
Entering Unmasked Estep 
Score: -3101876.000000 Penalty: 4814.966797
	Iteration 23Q: 3 clusters Score -3101876 nChanged 253
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1905 members 
Mstep: Class 2 contains 14537 members 
Entering Unmasked Estep 
Score: -3102025.250000 Penalty: 4814.966797
	Iteration 24Q: 3 clusters Score -3102025 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1699 members 
Mstep: Class 2 contains 14743 members 
Entering Unmasked Estep 
Score: -3102143.500000 Penalty: 4814.966797
	Iteration 25Q: 3 clusters Score -3102144 nChanged 184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1519 members 
Mstep: Class 2 contains 14923 members 
Entering Unmasked Estep 
Score: -3102247.500000 Penalty: 4814.966797
	Iteration 26Q: 3 clusters Score -3102248 nChanged 139
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1392 members 
Mstep: Class 2 contains 15050 members 
Entering Unmasked Estep 
Score: -3102312.500000 Penalty: 4814.966797
	Iteration 27Q: 3 clusters Score -3102312 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1284 members 
Mstep: Class 2 contains 15158 members 
Entering Unmasked Estep 
Score: -3102375.250000 Penalty: 4814.966797
	Iteration 28Q: 3 clusters Score -3102375 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1185 members 
Mstep: Class 2 contains 15257 members 
Entering Unmasked Estep 
Score: -3102427.000000 Penalty: 4814.966797
	Iteration 29Q: 3 clusters Score -3102427 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Mstep: Class 2 contains 15339 members 
Entering Unmasked Estep 
Score: -3102473.500000 Penalty: 4814.966797
	Iteration 30Q: 3 clusters Score -3102474 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1044 members 
Mstep: Class 2 contains 15398 members 
Entering Unmasked Estep 
Score: -3102516.250000 Penalty: 4814.966797
	Iteration 31Q: 3 clusters Score -3102516 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 997 members 
Mstep: Class 2 contains 15445 members 
Entering Unmasked Estep 
Score: -3102542.250000 Penalty: 4814.966797
	Iteration 32Q: 3 clusters Score -3102542 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 949 members 
Mstep: Class 2 contains 15493 members 
Entering Unmasked Estep 
Score: -3102574.000000 Penalty: 4814.966797
	Iteration 33Q: 3 clusters Score -3102574 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 904 members 
Mstep: Class 2 contains 15538 members 
Entering Unmasked Estep 
Score: -3102596.000000 Penalty: 4814.966797
	Iteration 34Q: 3 clusters Score -3102596 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 15578 members 
Entering Unmasked Estep 
Score: -3102622.750000 Penalty: 4814.966797
	Iteration 35Q: 3 clusters Score -3102623 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 833 members 
Mstep: Class 2 contains 15609 members 
Entering Unmasked Estep 
Score: -3102636.250000 Penalty: 4814.966797
	Iteration 36Q: 3 clusters Score -3102636 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 808 members 
Mstep: Class 2 contains 15634 members 
Entering Unmasked Estep 
Score: -3102647.000000 Penalty: 4814.966797
	Iteration 37Q: 3 clusters Score -3102647 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 15648 members 
Entering Unmasked Estep 
Score: -3102660.500000 Penalty: 4814.966797
	Iteration 38Q: 3 clusters Score -3102660 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 779 members 
Mstep: Class 2 contains 15663 members 
Entering Unmasked Estep 
Score: -3102666.750000 Penalty: 4814.966797
	Iteration 39Q: 3 clusters Score -3102667 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 767 members 
Mstep: Class 2 contains 15675 members 
Entering Unmasked Estep 
Score: -3102674.250000 Penalty: 4814.966797
	Iteration 40F: 3 clusters Score -3102674 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 755 members 
Mstep: Class 2 contains 15687 members 
Entering Unmasked Estep 
Score: -3102688.750000 Penalty: 4814.966797
	Iteration 41Q: 3 clusters Score -3102689 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 747 members 
Mstep: Class 2 contains 15695 members 
Entering Unmasked Estep 
Score: -3102691.500000 Penalty: 4814.966797
	Iteration 42Q: 3 clusters Score -3102692 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 741 members 
Mstep: Class 2 contains 15701 members 
Entering Unmasked Estep 
Score: -3102694.750000 Penalty: 4814.966797
	Iteration 43Q: 3 clusters Score -3102695 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 732 members 
Mstep: Class 2 contains 15710 members 
Entering Unmasked Estep 
Score: -3102703.750000 Penalty: 4814.966797
	Iteration 44Q: 3 clusters Score -3102704 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 723 members 
Mstep: Class 2 contains 15719 members 
Entering Unmasked Estep 
Score: -3102705.250000 Penalty: 4814.966797
	Iteration 45Q: 3 clusters Score -3102705 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 15722 members 
Entering Unmasked Estep 
Score: -3102703.750000 Penalty: 4814.966797
	Iteration 46Q: 3 clusters Score -3102704 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 716 members 
Mstep: Class 2 contains 15726 members 
Entering Unmasked Estep 
Score: -3102706.750000 Penalty: 4814.966797
	Iteration 47Q: 3 clusters Score -3102707 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 713 members 
Mstep: Class 2 contains 15729 members 
Entering Unmasked Estep 
Score: -3102706.750000 Penalty: 4814.966797
	Iteration 48Q: 3 clusters Score -3102707 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 707 members 
Mstep: Class 2 contains 15735 members 
Entering Unmasked Estep 
Score: -3102714.750000 Penalty: 4814.966797
	Iteration 49Q: 3 clusters Score -3102715 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 15739 members 
Entering Unmasked Estep 
Score: -3102715.500000 Penalty: 4814.966797
	Iteration 50Q: 3 clusters Score -3102716 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 15742 members 
Entering Unmasked Estep 
Score: -3102719.500000 Penalty: 4814.966797
	Iteration 51Q: 3 clusters Score -3102720 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 698 members 
Mstep: Class 2 contains 15744 members 
Entering Unmasked Estep 
Score: -3102720.500000 Penalty: 4814.966797
	Iteration 52Q: 3 clusters Score -3102720 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 695 members 
Mstep: Class 2 contains 15747 members 
Entering Unmasked Estep 
Score: -3102724.000000 Penalty: 4814.966797
	Iteration 53Q: 3 clusters Score -3102724 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 692 members 
Mstep: Class 2 contains 15750 members 
Entering Unmasked Estep 
Score: -3102726.500000 Penalty: 4814.966797
	Iteration 54Q: 3 clusters Score -3102726 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 686 members 
Mstep: Class 2 contains 15756 members 
Entering Unmasked Estep 
Score: -3102730.250000 Penalty: 4814.966797
	Iteration 55Q: 3 clusters Score -3102730 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 682 members 
Mstep: Class 2 contains 15760 members 
Entering Unmasked Estep 
Score: -3102737.250000 Penalty: 4814.966797
	Iteration 56Q: 3 clusters Score -3102737 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 15762 members 
Entering Unmasked Estep 
Score: -3102736.000000 Penalty: 4814.966797
	Iteration 57Q: 3 clusters Score -3102736 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 679 members 
Mstep: Class 2 contains 15763 members 
Entering Unmasked Estep 
Score: -3102736.750000 Penalty: 4814.966797
	Iteration 58Q: 3 clusters Score -3102737 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 676 members 
Mstep: Class 2 contains 15766 members 
Entering Unmasked Estep 
Score: -3102736.500000 Penalty: 4814.966797
	Iteration 59Q: 3 clusters Score -3102736 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 673 members 
Mstep: Class 2 contains 15769 members 
Entering Unmasked Estep 
Score: -3102735.250000 Penalty: 4814.966797
	Iteration 60F: 3 clusters Score -3102735 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 670 members 
Mstep: Class 2 contains 15772 members 
Entering Unmasked Estep 
Score: -3102735.000000 Penalty: 4814.966797
	Iteration 61Q: 3 clusters Score -3102735 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 668 members 
Mstep: Class 2 contains 15774 members 
Entering Unmasked Estep 
Score: -3102736.500000 Penalty: 4814.966797
	Iteration 62Q: 3 clusters Score -3102736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3102735.500000 Penalty: 4814.966797
	Iteration 63Q: 3 clusters Score -3102736 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3102738.250000 Penalty: 4814.966797
	Iteration 64Q: 3 clusters Score -3102738 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 666 members 
Mstep: Class 2 contains 15776 members 
Entering Unmasked Estep 
Score: -3102738.250000 Penalty: 4814.966797
	Iteration 65F: 3 clusters Score -3102738 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 11 (24517 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24517 members 
Entering Unmasked Estep 
Score: -4677332.500000 Penalty: 2506.566406
	Iteration 0F: 2 clusters Score -4677332 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12208 members 
Mstep: Class 2 contains 12309 members 
Entering Unmasked Estep 
Score: -4660391.500000 Penalty: 5013.132812
	Iteration 0F: 3 clusters Score -4660392 nChanged 11034
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11912 members 
Mstep: Class 2 contains 12605 members 
Entering Unmasked Estep 
Score: -4666254.500000 Penalty: 5013.132812
	Iteration 1F: 3 clusters Score -4666254 nChanged 1188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11826 members 
Mstep: Class 2 contains 12691 members 
Entering Unmasked Estep 
Score: -4666629.000000 Penalty: 5013.132812
	Iteration 2Q: 3 clusters Score -4666629 nChanged 998
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11706 members 
Mstep: Class 2 contains 12811 members 
Entering Unmasked Estep 
Score: -4666933.000000 Penalty: 5013.132812
	Iteration 3Q: 3 clusters Score -4666933 nChanged 922
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11556 members 
Mstep: Class 2 contains 12961 members 
Entering Unmasked Estep 
Score: -4667201.000000 Penalty: 5013.132812
	Iteration 4Q: 3 clusters Score -4667201 nChanged 783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11399 members 
Mstep: Class 2 contains 13118 members 
Entering Unmasked Estep 
Score: -4667392.500000 Penalty: 5013.132812
	Iteration 5Q: 3 clusters Score -4667392 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11204 members 
Mstep: Class 2 contains 13313 members 
Entering Unmasked Estep 
Score: -4667583.500000 Penalty: 5013.132812
	Iteration 6Q: 3 clusters Score -4667584 nChanged 628
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10962 members 
Mstep: Class 2 contains 13555 members 
Entering Unmasked Estep 
Score: -4667724.000000 Penalty: 5013.132812
	Iteration 7Q: 3 clusters Score -4667724 nChanged 552
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10670 members 
Mstep: Class 2 contains 13847 members 
Entering Unmasked Estep 
Score: -4667843.500000 Penalty: 5013.132812
	Iteration 8Q: 3 clusters Score -4667844 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10284 members 
Mstep: Class 2 contains 14233 members 
Entering Unmasked Estep 
Score: -4668027.500000 Penalty: 5013.132812
	Iteration 9Q: 3 clusters Score -4668028 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9818 members 
Mstep: Class 2 contains 14699 members 
Entering Unmasked Estep 
Score: -4668196.000000 Penalty: 5013.132812
	Iteration 10Q: 3 clusters Score -4668196 nChanged 655
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9263 members 
Mstep: Class 2 contains 15254 members 
Entering Unmasked Estep 
Score: -4668424.000000 Penalty: 5013.132812
	Iteration 11Q: 3 clusters Score -4668424 nChanged 780
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8533 members 
Mstep: Class 2 contains 15984 members 
Entering Unmasked Estep 
Score: -4668710.500000 Penalty: 5013.132812
	Iteration 12Q: 3 clusters Score -4668710 nChanged 979
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7578 members 
Mstep: Class 2 contains 16939 members 
Entering Unmasked Estep 
Score: -4669232.500000 Penalty: 5013.132812
	Iteration 13Q: 3 clusters Score -4669232 nChanged 1169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6431 members 
Mstep: Class 2 contains 18086 members 
Entering Unmasked Estep 
Score: -4669971.500000 Penalty: 5013.132812
	Iteration 14Q: 3 clusters Score -4669972 nChanged 1351
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5090 members 
Mstep: Class 2 contains 19427 members 
Entering Unmasked Estep 
Score: -4670959.500000 Penalty: 5013.132812
	Iteration 15F: 3 clusters Score -4670960 nChanged 1348
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3746 members 
Mstep: Class 2 contains 20771 members 
Entering Unmasked Estep 
Score: -4672057.500000 Penalty: 5013.132812
	Iteration 16F: 3 clusters Score -4672058 nChanged 1194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 21951 members 
Entering Unmasked Estep 
Score: -4673058.000000 Penalty: 5013.132812
	Iteration 17Q: 3 clusters Score -4673058 nChanged 891
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1681 members 
Mstep: Class 2 contains 22836 members 
Entering Unmasked Estep 
Score: -4673826.000000 Penalty: 5013.132812
	Iteration 18Q: 3 clusters Score -4673826 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 23409 members 
Entering Unmasked Estep 
Score: -4674321.500000 Penalty: 5013.132812
	Iteration 19Q: 3 clusters Score -4674322 nChanged 330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 23721 members 
Entering Unmasked Estep 
Score: -4674629.500000 Penalty: 5013.132812
	Iteration 20F: 3 clusters Score -4674630 nChanged 192
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 614 members 
Mstep: Class 2 contains 23903 members 
Entering Unmasked Estep 
Score: -4674813.000000 Penalty: 5013.132812
	Iteration 21Q: 3 clusters Score -4674813 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 23998 members 
Entering Unmasked Estep 
Score: -4674904.500000 Penalty: 5013.132812
	Iteration 22Q: 3 clusters Score -4674904 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 24042 members 
Entering Unmasked Estep 
Score: -4674963.000000 Penalty: 5013.132812
	Iteration 23Q: 3 clusters Score -4674963 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 438 members 
Mstep: Class 2 contains 24079 members 
Entering Unmasked Estep 
Score: -4675010.000000 Penalty: 5013.132812
	Iteration 24Q: 3 clusters Score -4675010 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 409 members 
Mstep: Class 2 contains 24108 members 
Entering Unmasked Estep 
Score: -4675052.000000 Penalty: 5013.132812
	Iteration 25Q: 3 clusters Score -4675052 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 391 members 
Mstep: Class 2 contains 24126 members 
Entering Unmasked Estep 
Score: -4675075.000000 Penalty: 5013.132812
	Iteration 26Q: 3 clusters Score -4675075 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 380 members 
Mstep: Class 2 contains 24137 members 
Entering Unmasked Estep 
Score: -4675087.500000 Penalty: 5013.132812
	Iteration 27Q: 3 clusters Score -4675088 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 375 members 
Mstep: Class 2 contains 24142 members 
Entering Unmasked Estep 
Score: -4675097.500000 Penalty: 5013.132812
	Iteration 28Q: 3 clusters Score -4675098 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -4675098.500000 Penalty: 5013.132812
	Iteration 29Q: 3 clusters Score -4675098 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 24147 members 
Entering Unmasked Estep 
Score: -4675101.000000 Penalty: 5013.132812
	Iteration 30Q: 3 clusters Score -4675101 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 364 members 
Mstep: Class 2 contains 24153 members 
Entering Unmasked Estep 
Score: -4675118.000000 Penalty: 5013.132812
	Iteration 31Q: 3 clusters Score -4675118 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 358 members 
Mstep: Class 2 contains 24159 members 
Entering Unmasked Estep 
Score: -4675124.500000 Penalty: 5013.132812
	Iteration 32Q: 3 clusters Score -4675124 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 357 members 
Mstep: Class 2 contains 24160 members 
Entering Unmasked Estep 
Score: -4675122.000000 Penalty: 5013.132812
	Iteration 33Q: 3 clusters Score -4675122 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 353 members 
Mstep: Class 2 contains 24164 members 
Entering Unmasked Estep 
Score: -4675128.500000 Penalty: 5013.132812
	Iteration 34Q: 3 clusters Score -4675128 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 349 members 
Mstep: Class 2 contains 24168 members 
Entering Unmasked Estep 
Score: -4675139.000000 Penalty: 5013.132812
	Iteration 35Q: 3 clusters Score -4675139 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 24169 members 
Entering Unmasked Estep 
Score: -4675140.500000 Penalty: 5013.132812
	Iteration 36Q: 3 clusters Score -4675140 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 346 members 
Mstep: Class 2 contains 24171 members 
Entering Unmasked Estep 
Score: -4675144.500000 Penalty: 5013.132812
	Iteration 37Q: 3 clusters Score -4675144 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 344 members 
Mstep: Class 2 contains 24173 members 
Entering Unmasked Estep 
Score: -4675146.500000 Penalty: 5013.132812
	Iteration 38Q: 3 clusters Score -4675146 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4675147.000000 Penalty: 5013.132812
	Iteration 39Q: 3 clusters Score -4675147 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 345 members 
Mstep: Class 2 contains 24172 members 
Entering Unmasked Estep 
Score: -4675147.000000 Penalty: 5013.132812
	Iteration 40F: 3 clusters Score -4675147 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 12 (59931 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59931 members 
Entering Unmasked Estep 
Score: -10850499.000000 Penalty: 2728.235352
	Iteration 0F: 2 clusters Score -1.08505e+07 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30089 members 
Mstep: Class 2 contains 29842 members 
Entering Unmasked Estep 
Score: -10811784.000000 Penalty: 5456.470703
	Iteration 0F: 3 clusters Score -1.081178e+07 nChanged 27801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31520 members 
Mstep: Class 2 contains 28411 members 
Entering Unmasked Estep 
Score: -10827166.000000 Penalty: 5456.470703
	Iteration 1F: 3 clusters Score -1.082717e+07 nChanged 2404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32402 members 
Mstep: Class 2 contains 27529 members 
Entering Unmasked Estep 
Score: -10827817.000000 Penalty: 5456.470703
	Iteration 2Q: 3 clusters Score -1.082782e+07 nChanged 2346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33646 members 
Mstep: Class 2 contains 26285 members 
Entering Unmasked Estep 
Score: -10828482.000000 Penalty: 5456.470703
	Iteration 3Q: 3 clusters Score -1.082848e+07 nChanged 2454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35418 members 
Mstep: Class 2 contains 24513 members 
Entering Unmasked Estep 
Score: -10829364.000000 Penalty: 5456.470703
	Iteration 4Q: 3 clusters Score -1.082936e+07 nChanged 2858
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37900 members 
Mstep: Class 2 contains 22031 members 
Entering Unmasked Estep 
Score: -10830765.000000 Penalty: 5456.470703
	Iteration 5Q: 3 clusters Score -1.083076e+07 nChanged 3572
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41340 members 
Mstep: Class 2 contains 18591 members 
Entering Unmasked Estep 
Score: -10832908.000000 Penalty: 5456.470703
	Iteration 6F: 3 clusters Score -1.083291e+07 nChanged 4357
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45655 members 
Mstep: Class 2 contains 14276 members 
Entering Unmasked Estep 
Score: -10836035.000000 Penalty: 5456.470703
	Iteration 7F: 3 clusters Score -1.083604e+07 nChanged 4820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50469 members 
Mstep: Class 2 contains 9462 members 
Entering Unmasked Estep 
Score: -10840020.000000 Penalty: 5456.470703
	Iteration 8F: 3 clusters Score -1.084002e+07 nChanged 4261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54726 members 
Mstep: Class 2 contains 5205 members 
Entering Unmasked Estep 
Score: -10843801.000000 Penalty: 5456.470703
	Iteration 9F: 3 clusters Score -1.08438e+07 nChanged 2816
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57540 members 
Mstep: Class 2 contains 2391 members 
Entering Unmasked Estep 
Score: -10846133.000000 Penalty: 5456.470703
	Iteration 10Q: 3 clusters Score -1.084613e+07 nChanged 1374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 58914 members 
Mstep: Class 2 contains 1017 members 
Entering Unmasked Estep 
Score: -10847263.000000 Penalty: 5456.470703
	Iteration 11Q: 3 clusters Score -1.084726e+07 nChanged 497
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59401 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -10847717.000000 Penalty: 5456.470703
	Iteration 12Q: 3 clusters Score -1.084772e+07 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59555 members 
Mstep: Class 2 contains 376 members 
Entering Unmasked Estep 
Score: -10847850.000000 Penalty: 5456.470703
	Iteration 13Q: 3 clusters Score -1.084785e+07 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59615 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -10847921.000000 Penalty: 5456.470703
	Iteration 14Q: 3 clusters Score -1.084792e+07 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59646 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -10847976.000000 Penalty: 5456.470703
	Iteration 15Q: 3 clusters Score -1.084798e+07 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59663 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -10847998.000000 Penalty: 5456.470703
	Iteration 16Q: 3 clusters Score -1.0848e+07 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59673 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -10847999.000000 Penalty: 5456.470703
	Iteration 17Q: 3 clusters Score -1.0848e+07 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59685 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -10848032.000000 Penalty: 5456.470703
	Iteration 18Q: 3 clusters Score -1.084803e+07 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59691 members 
Mstep: Class 2 contains 240 members 
Entering Unmasked Estep 
Score: -10848058.000000 Penalty: 5456.470703
	Iteration 19Q: 3 clusters Score -1.084806e+07 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59692 members 
Mstep: Class 2 contains 239 members 
Entering Unmasked Estep 
Score: -10848073.000000 Penalty: 5456.470703
	Iteration 20F: 3 clusters Score -1.084807e+07 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59696 members 
Mstep: Class 2 contains 235 members 
Entering Unmasked Estep 
Score: -10848073.000000 Penalty: 5456.470703
	Iteration 21Q: 3 clusters Score -1.084807e+07 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10848074.000000 Penalty: 5456.470703
	Iteration 22Q: 3 clusters Score -1.084807e+07 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 59695 members 
Mstep: Class 2 contains 236 members 
Entering Unmasked Estep 
Score: -10848074.000000 Penalty: 5456.470703
	Iteration 23F: 3 clusters Score -1.084807e+07 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 13 (505 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 505 members 
Entering Unmasked Estep 
Score: -91518.031250 Penalty: 1543.690430
	Iteration 0F: 2 clusters Score -91518.03 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 255 members 
Mstep: Class 2 contains 250 members 
Entering Unmasked Estep 
Score: -90085.445312 Penalty: 3087.380859
	Iteration 0F: 3 clusters Score -90085.45 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 220 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -90386.148438 Penalty: 3087.380859
	Iteration 1F: 3 clusters Score -90386.15 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 189 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -90586.156250 Penalty: 3087.380859
	Iteration 2F: 3 clusters Score -90586.16 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 167 members 
Mstep: Class 2 contains 338 members 
Entering Unmasked Estep 
Score: -90790.156250 Penalty: 3087.380859
	Iteration 3F: 3 clusters Score -90790.16 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 145 members 
Mstep: Class 2 contains 360 members 
Entering Unmasked Estep 
Score: -90896.890625 Penalty: 3087.380859
	Iteration 4F: 3 clusters Score -90896.89 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 130 members 
Mstep: Class 2 contains 375 members 
Entering Unmasked Estep 
Score: -90979.812500 Penalty: 3087.380859
	Iteration 5Q: 3 clusters Score -90979.81 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 383 members 
Entering Unmasked Estep 
Score: -91089.976562 Penalty: 3087.380859
	Iteration 6Q: 3 clusters Score -91089.98 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91125.664062 Penalty: 3087.380859
	Iteration 7Q: 3 clusters Score -91125.66 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 380 members 
Entering Unmasked Estep 
Score: -91134.171875 Penalty: 3087.380859
	Iteration 8Q: 3 clusters Score -91134.17 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 126 members 
Mstep: Class 2 contains 379 members 
Entering Unmasked Estep 
Score: -91136.882812 Penalty: 3087.380859
	Iteration 9Q: 3 clusters Score -91136.88 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91138.906250 Penalty: 3087.380859
	Iteration 10Q: 3 clusters Score -91138.91 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 378 members 
Entering Unmasked Estep 
Score: -91138.906250 Penalty: 3087.380859
	Iteration 11F: 3 clusters Score -91138.91 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 14 (7475 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7475 members 
Entering Unmasked Estep 
Score: -1493959.250000 Penalty: 2211.991211
	Iteration 0F: 2 clusters Score -1493959 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3708 members 
Mstep: Class 2 contains 3767 members 
Entering Unmasked Estep 
Score: -1487906.750000 Penalty: 4423.982422
	Iteration 0F: 3 clusters Score -1487907 nChanged 2983
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3657 members 
Mstep: Class 2 contains 3818 members 
Entering Unmasked Estep 
Score: -1489443.375000 Penalty: 4423.982422
	Iteration 1F: 3 clusters Score -1489443 nChanged 471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3662 members 
Mstep: Class 2 contains 3813 members 
Entering Unmasked Estep 
Score: -1489659.250000 Penalty: 4423.982422
	Iteration 2F: 3 clusters Score -1489659 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3634 members 
Mstep: Class 2 contains 3841 members 
Entering Unmasked Estep 
Score: -1489831.375000 Penalty: 4423.982422
	Iteration 3Q: 3 clusters Score -1489831 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3575 members 
Mstep: Class 2 contains 3900 members 
Entering Unmasked Estep 
Score: -1489954.750000 Penalty: 4423.982422
	Iteration 4Q: 3 clusters Score -1489955 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3545 members 
Mstep: Class 2 contains 3930 members 
Entering Unmasked Estep 
Score: -1490043.500000 Penalty: 4423.982422
	Iteration 5Q: 3 clusters Score -1490044 nChanged 174
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3513 members 
Mstep: Class 2 contains 3962 members 
Entering Unmasked Estep 
Score: -1490102.875000 Penalty: 4423.982422
	Iteration 6Q: 3 clusters Score -1490103 nChanged 128
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3457 members 
Mstep: Class 2 contains 4018 members 
Entering Unmasked Estep 
Score: -1490151.125000 Penalty: 4423.982422
	Iteration 7Q: 3 clusters Score -1490151 nChanged 142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3385 members 
Mstep: Class 2 contains 4090 members 
Entering Unmasked Estep 
Score: -1490202.125000 Penalty: 4423.982422
	Iteration 8Q: 3 clusters Score -1490202 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3307 members 
Mstep: Class 2 contains 4168 members 
Entering Unmasked Estep 
Score: -1490255.000000 Penalty: 4423.982422
	Iteration 9Q: 3 clusters Score -1490255 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3240 members 
Mstep: Class 2 contains 4235 members 
Entering Unmasked Estep 
Score: -1490303.375000 Penalty: 4423.982422
	Iteration 10Q: 3 clusters Score -1490303 nChanged 138
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3152 members 
Mstep: Class 2 contains 4323 members 
Entering Unmasked Estep 
Score: -1490355.875000 Penalty: 4423.982422
	Iteration 11Q: 3 clusters Score -1490356 nChanged 137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3065 members 
Mstep: Class 2 contains 4410 members 
Entering Unmasked Estep 
Score: -1490402.750000 Penalty: 4423.982422
	Iteration 12Q: 3 clusters Score -1490403 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2970 members 
Mstep: Class 2 contains 4505 members 
Entering Unmasked Estep 
Score: -1490461.875000 Penalty: 4423.982422
	Iteration 13Q: 3 clusters Score -1490462 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4613 members 
Entering Unmasked Estep 
Score: -1490538.250000 Penalty: 4423.982422
	Iteration 14Q: 3 clusters Score -1490538 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2757 members 
Mstep: Class 2 contains 4718 members 
Entering Unmasked Estep 
Score: -1490613.375000 Penalty: 4423.982422
	Iteration 15Q: 3 clusters Score -1490613 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2653 members 
Mstep: Class 2 contains 4822 members 
Entering Unmasked Estep 
Score: -1490692.500000 Penalty: 4423.982422
	Iteration 16Q: 3 clusters Score -1490692 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 4937 members 
Entering Unmasked Estep 
Score: -1490791.125000 Penalty: 4423.982422
	Iteration 17Q: 3 clusters Score -1490791 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2420 members 
Mstep: Class 2 contains 5055 members 
Entering Unmasked Estep 
Score: -1490882.000000 Penalty: 4423.982422
	Iteration 18Q: 3 clusters Score -1490882 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 5172 members 
Entering Unmasked Estep 
Score: -1490974.125000 Penalty: 4423.982422
	Iteration 19Q: 3 clusters Score -1490974 nChanged 172
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 5290 members 
Entering Unmasked Estep 
Score: -1491071.500000 Penalty: 4423.982422
	Iteration 20F: 3 clusters Score -1491072 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 5417 members 
Entering Unmasked Estep 
Score: -1491186.750000 Penalty: 4423.982422
	Iteration 21Q: 3 clusters Score -1491187 nChanged 157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1959 members 
Mstep: Class 2 contains 5516 members 
Entering Unmasked Estep 
Score: -1491281.500000 Penalty: 4423.982422
	Iteration 22Q: 3 clusters Score -1491282 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1871 members 
Mstep: Class 2 contains 5604 members 
Entering Unmasked Estep 
Score: -1491357.625000 Penalty: 4423.982422
	Iteration 23Q: 3 clusters Score -1491358 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1789 members 
Mstep: Class 2 contains 5686 members 
Entering Unmasked Estep 
Score: -1491432.125000 Penalty: 4423.982422
	Iteration 24Q: 3 clusters Score -1491432 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1703 members 
Mstep: Class 2 contains 5772 members 
Entering Unmasked Estep 
Score: -1491505.750000 Penalty: 4423.982422
	Iteration 25Q: 3 clusters Score -1491506 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1637 members 
Mstep: Class 2 contains 5838 members 
Entering Unmasked Estep 
Score: -1491560.750000 Penalty: 4423.982422
	Iteration 26Q: 3 clusters Score -1491561 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1564 members 
Mstep: Class 2 contains 5911 members 
Entering Unmasked Estep 
Score: -1491616.125000 Penalty: 4423.982422
	Iteration 27Q: 3 clusters Score -1491616 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1501 members 
Mstep: Class 2 contains 5974 members 
Entering Unmasked Estep 
Score: -1491659.375000 Penalty: 4423.982422
	Iteration 28Q: 3 clusters Score -1491659 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1431 members 
Mstep: Class 2 contains 6044 members 
Entering Unmasked Estep 
Score: -1491722.250000 Penalty: 4423.982422
	Iteration 29Q: 3 clusters Score -1491722 nChanged 81
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1384 members 
Mstep: Class 2 contains 6091 members 
Entering Unmasked Estep 
Score: -1491766.750000 Penalty: 4423.982422
	Iteration 30Q: 3 clusters Score -1491767 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1344 members 
Mstep: Class 2 contains 6131 members 
Entering Unmasked Estep 
Score: -1491796.875000 Penalty: 4423.982422
	Iteration 31Q: 3 clusters Score -1491797 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1296 members 
Mstep: Class 2 contains 6179 members 
Entering Unmasked Estep 
Score: -1491826.250000 Penalty: 4423.982422
	Iteration 32Q: 3 clusters Score -1491826 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 6230 members 
Entering Unmasked Estep 
Score: -1491858.500000 Penalty: 4423.982422
	Iteration 33Q: 3 clusters Score -1491858 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1201 members 
Mstep: Class 2 contains 6274 members 
Entering Unmasked Estep 
Score: -1491897.125000 Penalty: 4423.982422
	Iteration 34Q: 3 clusters Score -1491897 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1168 members 
Mstep: Class 2 contains 6307 members 
Entering Unmasked Estep 
Score: -1491914.375000 Penalty: 4423.982422
	Iteration 35Q: 3 clusters Score -1491914 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1134 members 
Mstep: Class 2 contains 6341 members 
Entering Unmasked Estep 
Score: -1491935.625000 Penalty: 4423.982422
	Iteration 36Q: 3 clusters Score -1491936 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1108 members 
Mstep: Class 2 contains 6367 members 
Entering Unmasked Estep 
Score: -1491944.375000 Penalty: 4423.982422
	Iteration 37Q: 3 clusters Score -1491944 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 6378 members 
Entering Unmasked Estep 
Score: -1491953.750000 Penalty: 4423.982422
	Iteration 38Q: 3 clusters Score -1491954 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 6389 members 
Entering Unmasked Estep 
Score: -1491957.125000 Penalty: 4423.982422
	Iteration 39Q: 3 clusters Score -1491957 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 6394 members 
Entering Unmasked Estep 
Score: -1491958.750000 Penalty: 4423.982422
	Iteration 40F: 3 clusters Score -1491959 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1076 members 
Mstep: Class 2 contains 6399 members 
Entering Unmasked Estep 
Score: -1491961.000000 Penalty: 4423.982422
	Iteration 41Q: 3 clusters Score -1491961 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 6407 members 
Entering Unmasked Estep 
Score: -1491965.125000 Penalty: 4423.982422
	Iteration 42Q: 3 clusters Score -1491965 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1057 members 
Mstep: Class 2 contains 6418 members 
Entering Unmasked Estep 
Score: -1491971.625000 Penalty: 4423.982422
	Iteration 43Q: 3 clusters Score -1491972 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1049 members 
Mstep: Class 2 contains 6426 members 
Entering Unmasked Estep 
Score: -1491976.000000 Penalty: 4423.982422
	Iteration 44Q: 3 clusters Score -1491976 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1040 members 
Mstep: Class 2 contains 6435 members 
Entering Unmasked Estep 
Score: -1491980.875000 Penalty: 4423.982422
	Iteration 45Q: 3 clusters Score -1491981 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1033 members 
Mstep: Class 2 contains 6442 members 
Entering Unmasked Estep 
Score: -1491984.000000 Penalty: 4423.982422
	Iteration 46Q: 3 clusters Score -1491984 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1026 members 
Mstep: Class 2 contains 6449 members 
Entering Unmasked Estep 
Score: -1491985.750000 Penalty: 4423.982422
	Iteration 47Q: 3 clusters Score -1491986 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1020 members 
Mstep: Class 2 contains 6455 members 
Entering Unmasked Estep 
Score: -1491992.500000 Penalty: 4423.982422
	Iteration 48Q: 3 clusters Score -1491992 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1012 members 
Mstep: Class 2 contains 6463 members 
Entering Unmasked Estep 
Score: -1491997.250000 Penalty: 4423.982422
	Iteration 49Q: 3 clusters Score -1491997 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1006 members 
Mstep: Class 2 contains 6469 members 
Entering Unmasked Estep 
Score: -1492003.375000 Penalty: 4423.982422
	Iteration 50Q: 3 clusters Score -1492003 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 993 members 
Mstep: Class 2 contains 6482 members 
Entering Unmasked Estep 
Score: -1492009.125000 Penalty: 4423.982422
	Iteration 51Q: 3 clusters Score -1492009 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 983 members 
Mstep: Class 2 contains 6492 members 
Entering Unmasked Estep 
Score: -1492015.250000 Penalty: 4423.982422
	Iteration 52Q: 3 clusters Score -1492015 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 980 members 
Mstep: Class 2 contains 6495 members 
Entering Unmasked Estep 
Score: -1492022.625000 Penalty: 4423.982422
	Iteration 53Q: 3 clusters Score -1492023 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 969 members 
Mstep: Class 2 contains 6506 members 
Entering Unmasked Estep 
Score: -1492029.625000 Penalty: 4423.982422
	Iteration 54Q: 3 clusters Score -1492030 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 964 members 
Mstep: Class 2 contains 6511 members 
Entering Unmasked Estep 
Score: -1492032.500000 Penalty: 4423.982422
	Iteration 55Q: 3 clusters Score -1492032 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 961 members 
Mstep: Class 2 contains 6514 members 
Entering Unmasked Estep 
Score: -1492034.125000 Penalty: 4423.982422
	Iteration 56Q: 3 clusters Score -1492034 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 957 members 
Mstep: Class 2 contains 6518 members 
Entering Unmasked Estep 
Score: -1492033.500000 Penalty: 4423.982422
	Iteration 57Q: 3 clusters Score -1492034 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 955 members 
Mstep: Class 2 contains 6520 members 
Entering Unmasked Estep 
Score: -1492035.500000 Penalty: 4423.982422
	Iteration 58Q: 3 clusters Score -1492036 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 951 members 
Mstep: Class 2 contains 6524 members 
Entering Unmasked Estep 
Score: -1492037.625000 Penalty: 4423.982422
	Iteration 59Q: 3 clusters Score -1492038 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 6528 members 
Entering Unmasked Estep 
Score: -1492041.625000 Penalty: 4423.982422
	Iteration 60F: 3 clusters Score -1492042 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 942 members 
Mstep: Class 2 contains 6533 members 
Entering Unmasked Estep 
Score: -1492047.250000 Penalty: 4423.982422
	Iteration 61Q: 3 clusters Score -1492047 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 935 members 
Mstep: Class 2 contains 6540 members 
Entering Unmasked Estep 
Score: -1492051.375000 Penalty: 4423.982422
	Iteration 62Q: 3 clusters Score -1492051 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 931 members 
Mstep: Class 2 contains 6544 members 
Entering Unmasked Estep 
Score: -1492052.875000 Penalty: 4423.982422
	Iteration 63Q: 3 clusters Score -1492053 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1492050.250000 Penalty: 4423.982422
	Iteration 64Q: 3 clusters Score -1492050 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1492052.875000 Penalty: 4423.982422
	Iteration 65Q: 3 clusters Score -1492053 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 927 members 
Mstep: Class 2 contains 6548 members 
Entering Unmasked Estep 
Score: -1492052.875000 Penalty: 4423.982422
	Iteration 66F: 3 clusters Score -1492053 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 15 (8880 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8880 members 
Entering Unmasked Estep 
Score: -1685309.375000 Penalty: 2254.706055
	Iteration 0F: 2 clusters Score -1685309 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4414 members 
Mstep: Class 2 contains 4466 members 
Entering Unmasked Estep 
Score: -1678262.875000 Penalty: 4509.412109
	Iteration 0F: 3 clusters Score -1678263 nChanged 3638
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4266 members 
Mstep: Class 2 contains 4614 members 
Entering Unmasked Estep 
Score: -1680258.000000 Penalty: 4509.412109
	Iteration 1F: 3 clusters Score -1680258 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4168 members 
Mstep: Class 2 contains 4712 members 
Entering Unmasked Estep 
Score: -1680567.000000 Penalty: 4509.412109
	Iteration 2F: 3 clusters Score -1680567 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4056 members 
Mstep: Class 2 contains 4824 members 
Entering Unmasked Estep 
Score: -1680783.000000 Penalty: 4509.412109
	Iteration 3F: 3 clusters Score -1680783 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3895 members 
Mstep: Class 2 contains 4985 members 
Entering Unmasked Estep 
Score: -1680964.375000 Penalty: 4509.412109
	Iteration 4Q: 3 clusters Score -1680964 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3720 members 
Mstep: Class 2 contains 5160 members 
Entering Unmasked Estep 
Score: -1681102.375000 Penalty: 4509.412109
	Iteration 5Q: 3 clusters Score -1681102 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3549 members 
Mstep: Class 2 contains 5331 members 
Entering Unmasked Estep 
Score: -1681216.250000 Penalty: 4509.412109
	Iteration 6Q: 3 clusters Score -1681216 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3363 members 
Mstep: Class 2 contains 5517 members 
Entering Unmasked Estep 
Score: -1681314.250000 Penalty: 4509.412109
	Iteration 7Q: 3 clusters Score -1681314 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3153 members 
Mstep: Class 2 contains 5727 members 
Entering Unmasked Estep 
Score: -1681419.125000 Penalty: 4509.412109
	Iteration 8Q: 3 clusters Score -1681419 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2946 members 
Mstep: Class 2 contains 5934 members 
Entering Unmasked Estep 
Score: -1681510.625000 Penalty: 4509.412109
	Iteration 9Q: 3 clusters Score -1681511 nChanged 223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2739 members 
Mstep: Class 2 contains 6141 members 
Entering Unmasked Estep 
Score: -1681614.625000 Penalty: 4509.412109
	Iteration 10Q: 3 clusters Score -1681615 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2523 members 
Mstep: Class 2 contains 6357 members 
Entering Unmasked Estep 
Score: -1681736.750000 Penalty: 4509.412109
	Iteration 11Q: 3 clusters Score -1681737 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 6606 members 
Entering Unmasked Estep 
Score: -1681889.875000 Penalty: 4509.412109
	Iteration 12Q: 3 clusters Score -1681890 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1987 members 
Mstep: Class 2 contains 6893 members 
Entering Unmasked Estep 
Score: -1682076.875000 Penalty: 4509.412109
	Iteration 13Q: 3 clusters Score -1682077 nChanged 281
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1714 members 
Mstep: Class 2 contains 7166 members 
Entering Unmasked Estep 
Score: -1682251.250000 Penalty: 4509.412109
	Iteration 14Q: 3 clusters Score -1682251 nChanged 269
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1447 members 
Mstep: Class 2 contains 7433 members 
Entering Unmasked Estep 
Score: -1682435.500000 Penalty: 4509.412109
	Iteration 15Q: 3 clusters Score -1682436 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1199 members 
Mstep: Class 2 contains 7681 members 
Entering Unmasked Estep 
Score: -1682606.375000 Penalty: 4509.412109
	Iteration 16Q: 3 clusters Score -1682606 nChanged 195
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1010 members 
Mstep: Class 2 contains 7870 members 
Entering Unmasked Estep 
Score: -1682750.875000 Penalty: 4509.412109
	Iteration 17Q: 3 clusters Score -1682751 nChanged 162
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 848 members 
Mstep: Class 2 contains 8032 members 
Entering Unmasked Estep 
Score: -1682884.875000 Penalty: 4509.412109
	Iteration 18Q: 3 clusters Score -1682885 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 720 members 
Mstep: Class 2 contains 8160 members 
Entering Unmasked Estep 
Score: -1682982.375000 Penalty: 4509.412109
	Iteration 19Q: 3 clusters Score -1682982 nChanged 103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 617 members 
Mstep: Class 2 contains 8263 members 
Entering Unmasked Estep 
Score: -1683067.625000 Penalty: 4509.412109
	Iteration 20F: 3 clusters Score -1683068 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 544 members 
Mstep: Class 2 contains 8336 members 
Entering Unmasked Estep 
Score: -1683134.000000 Penalty: 4509.412109
	Iteration 21Q: 3 clusters Score -1683134 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 486 members 
Mstep: Class 2 contains 8394 members 
Entering Unmasked Estep 
Score: -1683189.750000 Penalty: 4509.412109
	Iteration 22Q: 3 clusters Score -1683190 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 441 members 
Mstep: Class 2 contains 8439 members 
Entering Unmasked Estep 
Score: -1683232.625000 Penalty: 4509.412109
	Iteration 23Q: 3 clusters Score -1683233 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 8459 members 
Entering Unmasked Estep 
Score: -1683255.625000 Penalty: 4509.412109
	Iteration 24Q: 3 clusters Score -1683256 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 407 members 
Mstep: Class 2 contains 8473 members 
Entering Unmasked Estep 
Score: -1683272.375000 Penalty: 4509.412109
	Iteration 25Q: 3 clusters Score -1683272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 392 members 
Mstep: Class 2 contains 8488 members 
Entering Unmasked Estep 
Score: -1683285.375000 Penalty: 4509.412109
	Iteration 26Q: 3 clusters Score -1683285 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 8504 members 
Entering Unmasked Estep 
Score: -1683307.375000 Penalty: 4509.412109
	Iteration 27Q: 3 clusters Score -1683307 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 365 members 
Mstep: Class 2 contains 8515 members 
Entering Unmasked Estep 
Score: -1683325.375000 Penalty: 4509.412109
	Iteration 28Q: 3 clusters Score -1683325 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 355 members 
Mstep: Class 2 contains 8525 members 
Entering Unmasked Estep 
Score: -1683332.375000 Penalty: 4509.412109
	Iteration 29Q: 3 clusters Score -1683332 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 351 members 
Mstep: Class 2 contains 8529 members 
Entering Unmasked Estep 
Score: -1683334.000000 Penalty: 4509.412109
	Iteration 30Q: 3 clusters Score -1683334 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 347 members 
Mstep: Class 2 contains 8533 members 
Entering Unmasked Estep 
Score: -1683342.500000 Penalty: 4509.412109
	Iteration 31Q: 3 clusters Score -1683342 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 342 members 
Mstep: Class 2 contains 8538 members 
Entering Unmasked Estep 
Score: -1683350.375000 Penalty: 4509.412109
	Iteration 32Q: 3 clusters Score -1683350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 336 members 
Mstep: Class 2 contains 8544 members 
Entering Unmasked Estep 
Score: -1683360.125000 Penalty: 4509.412109
	Iteration 33Q: 3 clusters Score -1683360 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 8548 members 
Entering Unmasked Estep 
Score: -1683364.250000 Penalty: 4509.412109
	Iteration 34Q: 3 clusters Score -1683364 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1683368.250000 Penalty: 4509.412109
	Iteration 35Q: 3 clusters Score -1683368 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 330 members 
Mstep: Class 2 contains 8550 members 
Entering Unmasked Estep 
Score: -1683368.250000 Penalty: 4509.412109
	Iteration 36F: 3 clusters Score -1683368 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 16 (1103 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1103 members 
Entering Unmasked Estep 
Score: -180469.625000 Penalty: 1737.435669
	Iteration 0F: 2 clusters Score -180469.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 526 members 
Mstep: Class 2 contains 577 members 
Entering Unmasked Estep 
Score: -178594.937500 Penalty: 3474.871338
	Iteration 0F: 3 clusters Score -178594.9 nChanged 301
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 621 members 
Mstep: Class 2 contains 482 members 
Entering Unmasked Estep 
Score: -179335.593750 Penalty: 3474.871338
	Iteration 1F: 3 clusters Score -179335.6 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 722 members 
Mstep: Class 2 contains 381 members 
Entering Unmasked Estep 
Score: -179727.015625 Penalty: 3474.871338
	Iteration 2F: 3 clusters Score -179727 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 785 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -179954.390625 Penalty: 3474.871338
	Iteration 3F: 3 clusters Score -179954.4 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 818 members 
Mstep: Class 2 contains 285 members 
Entering Unmasked Estep 
Score: -180076.000000 Penalty: 3474.871338
	Iteration 4Q: 3 clusters Score -180076 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 838 members 
Mstep: Class 2 contains 265 members 
Entering Unmasked Estep 
Score: -180149.437500 Penalty: 3474.871338
	Iteration 5Q: 3 clusters Score -180149.4 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 246 members 
Entering Unmasked Estep 
Score: -180209.812500 Penalty: 3474.871338
	Iteration 6Q: 3 clusters Score -180209.8 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 866 members 
Mstep: Class 2 contains 237 members 
Entering Unmasked Estep 
Score: -180267.171875 Penalty: 3474.871338
	Iteration 7Q: 3 clusters Score -180267.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 872 members 
Mstep: Class 2 contains 231 members 
Entering Unmasked Estep 
Score: -180296.781250 Penalty: 3474.871338
	Iteration 8Q: 3 clusters Score -180296.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 874 members 
Mstep: Class 2 contains 229 members 
Entering Unmasked Estep 
Score: -180314.328125 Penalty: 3474.871338
	Iteration 9Q: 3 clusters Score -180314.3 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 876 members 
Mstep: Class 2 contains 227 members 
Entering Unmasked Estep 
Score: -180319.046875 Penalty: 3474.871338
	Iteration 10Q: 3 clusters Score -180319 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 879 members 
Mstep: Class 2 contains 224 members 
Entering Unmasked Estep 
Score: -180324.031250 Penalty: 3474.871338
	Iteration 11Q: 3 clusters Score -180324 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 882 members 
Mstep: Class 2 contains 221 members 
Entering Unmasked Estep 
Score: -180327.781250 Penalty: 3474.871338
	Iteration 12Q: 3 clusters Score -180327.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -180329.031250 Penalty: 3474.871338
	Iteration 13Q: 3 clusters Score -180329 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 883 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -180329.031250 Penalty: 3474.871338
	Iteration 14F: 3 clusters Score -180329 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 17 (42298 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42298 members 
Entering Unmasked Estep 
Score: -7943461.000000 Penalty: 2641.818848
	Iteration 0F: 2 clusters Score -7943461 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21100 members 
Mstep: Class 2 contains 21198 members 
Entering Unmasked Estep 
Score: -7915843.000000 Penalty: 5283.637695
	Iteration 0F: 3 clusters Score -7915843 nChanged 19141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20979 members 
Mstep: Class 2 contains 21319 members 
Entering Unmasked Estep 
Score: -7926395.000000 Penalty: 5283.637695
	Iteration 1F: 3 clusters Score -7926395 nChanged 1673
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20772 members 
Mstep: Class 2 contains 21526 members 
Entering Unmasked Estep 
Score: -7926843.000000 Penalty: 5283.637695
	Iteration 2Q: 3 clusters Score -7926843 nChanged 1565
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20481 members 
Mstep: Class 2 contains 21817 members 
Entering Unmasked Estep 
Score: -7927223.500000 Penalty: 5283.637695
	Iteration 3Q: 3 clusters Score -7927224 nChanged 1516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20061 members 
Mstep: Class 2 contains 22237 members 
Entering Unmasked Estep 
Score: -7927636.000000 Penalty: 5283.637695
	Iteration 4Q: 3 clusters Score -7927636 nChanged 1484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19527 members 
Mstep: Class 2 contains 22771 members 
Entering Unmasked Estep 
Score: -7928079.500000 Penalty: 5283.637695
	Iteration 5Q: 3 clusters Score -7928080 nChanged 1448
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18777 members 
Mstep: Class 2 contains 23521 members 
Entering Unmasked Estep 
Score: -7928557.500000 Penalty: 5283.637695
	Iteration 6Q: 3 clusters Score -7928558 nChanged 1590
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17779 members 
Mstep: Class 2 contains 24519 members 
Entering Unmasked Estep 
Score: -7929210.500000 Penalty: 5283.637695
	Iteration 7Q: 3 clusters Score -7929210 nChanged 1809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16520 members 
Mstep: Class 2 contains 25778 members 
Entering Unmasked Estep 
Score: -7930000.500000 Penalty: 5283.637695
	Iteration 8Q: 3 clusters Score -7930000 nChanged 1986
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14958 members 
Mstep: Class 2 contains 27340 members 
Entering Unmasked Estep 
Score: -7931100.500000 Penalty: 5283.637695
	Iteration 9Q: 3 clusters Score -7931100 nChanged 2278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13010 members 
Mstep: Class 2 contains 29288 members 
Entering Unmasked Estep 
Score: -7932615.000000 Penalty: 5283.637695
	Iteration 10F: 3 clusters Score -7932615 nChanged 2372
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10866 members 
Mstep: Class 2 contains 31432 members 
Entering Unmasked Estep 
Score: -7934413.000000 Penalty: 5283.637695
	Iteration 11F: 3 clusters Score -7934413 nChanged 2328
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 33576 members 
Entering Unmasked Estep 
Score: -7936259.000000 Penalty: 5283.637695
	Iteration 12F: 3 clusters Score -7936259 nChanged 1962
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6904 members 
Mstep: Class 2 contains 35394 members 
Entering Unmasked Estep 
Score: -7937664.500000 Penalty: 5283.637695
	Iteration 13Q: 3 clusters Score -7937664 nChanged 1550
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5450 members 
Mstep: Class 2 contains 36848 members 
Entering Unmasked Estep 
Score: -7938720.500000 Penalty: 5283.637695
	Iteration 14Q: 3 clusters Score -7938720 nChanged 1187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4301 members 
Mstep: Class 2 contains 37997 members 
Entering Unmasked Estep 
Score: -7939392.000000 Penalty: 5283.637695
	Iteration 15Q: 3 clusters Score -7939392 nChanged 929
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3382 members 
Mstep: Class 2 contains 38916 members 
Entering Unmasked Estep 
Score: -7939868.500000 Penalty: 5283.637695
	Iteration 16Q: 3 clusters Score -7939868 nChanged 768
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2630 members 
Mstep: Class 2 contains 39668 members 
Entering Unmasked Estep 
Score: -7940258.500000 Penalty: 5283.637695
	Iteration 17Q: 3 clusters Score -7940258 nChanged 622
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2010 members 
Mstep: Class 2 contains 40288 members 
Entering Unmasked Estep 
Score: -7940607.000000 Penalty: 5283.637695
	Iteration 18Q: 3 clusters Score -7940607 nChanged 440
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1578 members 
Mstep: Class 2 contains 40720 members 
Entering Unmasked Estep 
Score: -7940806.000000 Penalty: 5283.637695
	Iteration 19Q: 3 clusters Score -7940806 nChanged 310
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1272 members 
Mstep: Class 2 contains 41026 members 
Entering Unmasked Estep 
Score: -7940968.000000 Penalty: 5283.637695
	Iteration 20F: 3 clusters Score -7940968 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1029 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -7941053.000000 Penalty: 5283.637695
	Iteration 21Q: 3 clusters Score -7941053 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 873 members 
Mstep: Class 2 contains 41425 members 
Entering Unmasked Estep 
Score: -7941121.500000 Penalty: 5283.637695
	Iteration 22Q: 3 clusters Score -7941122 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 41539 members 
Entering Unmasked Estep 
Score: -7941192.000000 Penalty: 5283.637695
	Iteration 23Q: 3 clusters Score -7941192 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 680 members 
Mstep: Class 2 contains 41618 members 
Entering Unmasked Estep 
Score: -7941257.500000 Penalty: 5283.637695
	Iteration 24Q: 3 clusters Score -7941258 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 623 members 
Mstep: Class 2 contains 41675 members 
Entering Unmasked Estep 
Score: -7941293.000000 Penalty: 5283.637695
	Iteration 25Q: 3 clusters Score -7941293 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 583 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -7941329.500000 Penalty: 5283.637695
	Iteration 26Q: 3 clusters Score -7941330 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 563 members 
Mstep: Class 2 contains 41735 members 
Entering Unmasked Estep 
Score: -7941333.500000 Penalty: 5283.637695
	Iteration 27Q: 3 clusters Score -7941334 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 551 members 
Mstep: Class 2 contains 41747 members 
Entering Unmasked Estep 
Score: -7941351.500000 Penalty: 5283.637695
	Iteration 28Q: 3 clusters Score -7941352 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 543 members 
Mstep: Class 2 contains 41755 members 
Entering Unmasked Estep 
Score: -7941348.000000 Penalty: 5283.637695
	Iteration 29Q: 3 clusters Score -7941348 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 535 members 
Mstep: Class 2 contains 41763 members 
Entering Unmasked Estep 
Score: -7941357.500000 Penalty: 5283.637695
	Iteration 30Q: 3 clusters Score -7941358 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 523 members 
Mstep: Class 2 contains 41775 members 
Entering Unmasked Estep 
Score: -7941360.500000 Penalty: 5283.637695
	Iteration 31Q: 3 clusters Score -7941360 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 521 members 
Mstep: Class 2 contains 41777 members 
Entering Unmasked Estep 
Score: -7941356.000000 Penalty: 5283.637695
	Iteration 32Q: 3 clusters Score -7941356 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 520 members 
Mstep: Class 2 contains 41778 members 
Entering Unmasked Estep 
Score: -7941354.500000 Penalty: 5283.637695
	Iteration 33Q: 3 clusters Score -7941354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -7941357.000000 Penalty: 5283.637695
	Iteration 34Q: 3 clusters Score -7941357 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -7941361.000000 Penalty: 5283.637695
	Iteration 35Q: 3 clusters Score -7941361 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 41780 members 
Entering Unmasked Estep 
Score: -7941361.000000 Penalty: 5283.637695
	Iteration 36F: 3 clusters Score -7941361 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 18 (5067 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5067 members 
Entering Unmasked Estep 
Score: -906499.187500 Penalty: 2115.564941
	Iteration 0F: 2 clusters Score -906499.2 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2538 members 
Mstep: Class 2 contains 2529 members 
Entering Unmasked Estep 
Score: -901965.750000 Penalty: 4231.129883
	Iteration 0F: 3 clusters Score -901965.8 nChanged 1938
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2560 members 
Mstep: Class 2 contains 2507 members 
Entering Unmasked Estep 
Score: -903147.187500 Penalty: 4231.129883
	Iteration 1F: 3 clusters Score -903147.2 nChanged 387
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2561 members 
Mstep: Class 2 contains 2506 members 
Entering Unmasked Estep 
Score: -903371.437500 Penalty: 4231.129883
	Iteration 2F: 3 clusters Score -903371.4 nChanged 254
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2545 members 
Mstep: Class 2 contains 2522 members 
Entering Unmasked Estep 
Score: -903528.250000 Penalty: 4231.129883
	Iteration 3F: 3 clusters Score -903528.2 nChanged 214
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2505 members 
Mstep: Class 2 contains 2562 members 
Entering Unmasked Estep 
Score: -903668.125000 Penalty: 4231.129883
	Iteration 4Q: 3 clusters Score -903668.1 nChanged 170
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2477 members 
Mstep: Class 2 contains 2590 members 
Entering Unmasked Estep 
Score: -903764.625000 Penalty: 4231.129883
	Iteration 5Q: 3 clusters Score -903764.6 nChanged 149
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2442 members 
Mstep: Class 2 contains 2625 members 
Entering Unmasked Estep 
Score: -903865.062500 Penalty: 4231.129883
	Iteration 6Q: 3 clusters Score -903865.1 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2402 members 
Mstep: Class 2 contains 2665 members 
Entering Unmasked Estep 
Score: -903974.812500 Penalty: 4231.129883
	Iteration 7Q: 3 clusters Score -903974.8 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2360 members 
Mstep: Class 2 contains 2707 members 
Entering Unmasked Estep 
Score: -904062.687500 Penalty: 4231.129883
	Iteration 8Q: 3 clusters Score -904062.7 nChanged 145
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2343 members 
Mstep: Class 2 contains 2724 members 
Entering Unmasked Estep 
Score: -904148.250000 Penalty: 4231.129883
	Iteration 9Q: 3 clusters Score -904148.2 nChanged 133
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2330 members 
Mstep: Class 2 contains 2737 members 
Entering Unmasked Estep 
Score: -904230.875000 Penalty: 4231.129883
	Iteration 10Q: 3 clusters Score -904230.9 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2313 members 
Mstep: Class 2 contains 2754 members 
Entering Unmasked Estep 
Score: -904297.937500 Penalty: 4231.129883
	Iteration 11Q: 3 clusters Score -904297.9 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2303 members 
Mstep: Class 2 contains 2764 members 
Entering Unmasked Estep 
Score: -904386.250000 Penalty: 4231.129883
	Iteration 12Q: 3 clusters Score -904386.2 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 2779 members 
Entering Unmasked Estep 
Score: -904459.312500 Penalty: 4231.129883
	Iteration 13Q: 3 clusters Score -904459.3 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2274 members 
Mstep: Class 2 contains 2793 members 
Entering Unmasked Estep 
Score: -904503.812500 Penalty: 4231.129883
	Iteration 14Q: 3 clusters Score -904503.8 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2247 members 
Mstep: Class 2 contains 2820 members 
Entering Unmasked Estep 
Score: -904559.250000 Penalty: 4231.129883
	Iteration 15Q: 3 clusters Score -904559.2 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2220 members 
Mstep: Class 2 contains 2847 members 
Entering Unmasked Estep 
Score: -904601.187500 Penalty: 4231.129883
	Iteration 16Q: 3 clusters Score -904601.2 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2200 members 
Mstep: Class 2 contains 2867 members 
Entering Unmasked Estep 
Score: -904642.062500 Penalty: 4231.129883
	Iteration 17Q: 3 clusters Score -904642.1 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2175 members 
Mstep: Class 2 contains 2892 members 
Entering Unmasked Estep 
Score: -904675.062500 Penalty: 4231.129883
	Iteration 18Q: 3 clusters Score -904675.1 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2159 members 
Mstep: Class 2 contains 2908 members 
Entering Unmasked Estep 
Score: -904697.125000 Penalty: 4231.129883
	Iteration 19Q: 3 clusters Score -904697.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2140 members 
Mstep: Class 2 contains 2927 members 
Entering Unmasked Estep 
Score: -904719.812500 Penalty: 4231.129883
	Iteration 20F: 3 clusters Score -904719.8 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2135 members 
Mstep: Class 2 contains 2932 members 
Entering Unmasked Estep 
Score: -904738.500000 Penalty: 4231.129883
	Iteration 21Q: 3 clusters Score -904738.5 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2128 members 
Mstep: Class 2 contains 2939 members 
Entering Unmasked Estep 
Score: -904759.562500 Penalty: 4231.129883
	Iteration 22Q: 3 clusters Score -904759.6 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -904772.437500 Penalty: 4231.129883
	Iteration 23Q: 3 clusters Score -904772.4 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2124 members 
Mstep: Class 2 contains 2943 members 
Entering Unmasked Estep 
Score: -904782.312500 Penalty: 4231.129883
	Iteration 24Q: 3 clusters Score -904782.3 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2116 members 
Mstep: Class 2 contains 2951 members 
Entering Unmasked Estep 
Score: -904789.250000 Penalty: 4231.129883
	Iteration 25Q: 3 clusters Score -904789.2 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2117 members 
Mstep: Class 2 contains 2950 members 
Entering Unmasked Estep 
Score: -904797.750000 Penalty: 4231.129883
	Iteration 26Q: 3 clusters Score -904797.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -904801.937500 Penalty: 4231.129883
	Iteration 27Q: 3 clusters Score -904801.9 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -904810.562500 Penalty: 4231.129883
	Iteration 28Q: 3 clusters Score -904810.6 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -904814.250000 Penalty: 4231.129883
	Iteration 29Q: 3 clusters Score -904814.2 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -904821.375000 Penalty: 4231.129883
	Iteration 30Q: 3 clusters Score -904821.4 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2118 members 
Mstep: Class 2 contains 2949 members 
Entering Unmasked Estep 
Score: -904827.375000 Penalty: 4231.129883
	Iteration 31Q: 3 clusters Score -904827.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2119 members 
Mstep: Class 2 contains 2948 members 
Entering Unmasked Estep 
Score: -904829.812500 Penalty: 4231.129883
	Iteration 32Q: 3 clusters Score -904829.8 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2120 members 
Mstep: Class 2 contains 2947 members 
Entering Unmasked Estep 
Score: -904831.437500 Penalty: 4231.129883
	Iteration 33Q: 3 clusters Score -904831.4 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -904832.500000 Penalty: 4231.129883
	Iteration 34Q: 3 clusters Score -904832.5 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2122 members 
Mstep: Class 2 contains 2945 members 
Entering Unmasked Estep 
Score: -904832.875000 Penalty: 4231.129883
	Iteration 35Q: 3 clusters Score -904832.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -904832.000000 Penalty: 4231.129883
	Iteration 36Q: 3 clusters Score -904832 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2123 members 
Mstep: Class 2 contains 2944 members 
Entering Unmasked Estep 
Score: -904832.000000 Penalty: 4231.129883
	Iteration 37F: 3 clusters Score -904832 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 19 (5557 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5557 members 
Entering Unmasked Estep 
Score: -971105.625000 Penalty: 2138.457764
	Iteration 0F: 2 clusters Score -971105.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2770 members 
Mstep: Class 2 contains 2787 members 
Entering Unmasked Estep 
Score: -966264.875000 Penalty: 4276.915527
	Iteration 0F: 3 clusters Score -966264.9 nChanged 2131
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2881 members 
Mstep: Class 2 contains 2676 members 
Entering Unmasked Estep 
Score: -967605.062500 Penalty: 4276.915527
	Iteration 1F: 3 clusters Score -967605.1 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2953 members 
Mstep: Class 2 contains 2604 members 
Entering Unmasked Estep 
Score: -967900.687500 Penalty: 4276.915527
	Iteration 2F: 3 clusters Score -967900.7 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3068 members 
Mstep: Class 2 contains 2489 members 
Entering Unmasked Estep 
Score: -968151.562500 Penalty: 4276.915527
	Iteration 3F: 3 clusters Score -968151.6 nChanged 296
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3198 members 
Mstep: Class 2 contains 2359 members 
Entering Unmasked Estep 
Score: -968370.562500 Penalty: 4276.915527
	Iteration 4F: 3 clusters Score -968370.6 nChanged 256
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3328 members 
Mstep: Class 2 contains 2229 members 
Entering Unmasked Estep 
Score: -968556.250000 Penalty: 4276.915527
	Iteration 5Q: 3 clusters Score -968556.2 nChanged 235
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3451 members 
Mstep: Class 2 contains 2106 members 
Entering Unmasked Estep 
Score: -968735.437500 Penalty: 4276.915527
	Iteration 6Q: 3 clusters Score -968735.4 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3569 members 
Mstep: Class 2 contains 1988 members 
Entering Unmasked Estep 
Score: -968922.500000 Penalty: 4276.915527
	Iteration 7Q: 3 clusters Score -968922.5 nChanged 237
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3692 members 
Mstep: Class 2 contains 1865 members 
Entering Unmasked Estep 
Score: -969104.937500 Penalty: 4276.915527
	Iteration 8Q: 3 clusters Score -969104.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3808 members 
Mstep: Class 2 contains 1749 members 
Entering Unmasked Estep 
Score: -969286.125000 Penalty: 4276.915527
	Iteration 9Q: 3 clusters Score -969286.1 nChanged 215
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3911 members 
Mstep: Class 2 contains 1646 members 
Entering Unmasked Estep 
Score: -969488.875000 Penalty: 4276.915527
	Iteration 10Q: 3 clusters Score -969488.9 nChanged 204
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4001 members 
Mstep: Class 2 contains 1556 members 
Entering Unmasked Estep 
Score: -969693.812500 Penalty: 4276.915527
	Iteration 11Q: 3 clusters Score -969693.8 nChanged 179
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4038 members 
Mstep: Class 2 contains 1519 members 
Entering Unmasked Estep 
Score: -969879.250000 Penalty: 4276.915527
	Iteration 12Q: 3 clusters Score -969879.2 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -970019.250000 Penalty: 4276.915527
	Iteration 13Q: 3 clusters Score -970019.2 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4066 members 
Mstep: Class 2 contains 1491 members 
Entering Unmasked Estep 
Score: -970120.125000 Penalty: 4276.915527
	Iteration 14Q: 3 clusters Score -970120.1 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4057 members 
Mstep: Class 2 contains 1500 members 
Entering Unmasked Estep 
Score: -970216.125000 Penalty: 4276.915527
	Iteration 15Q: 3 clusters Score -970216.1 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4047 members 
Mstep: Class 2 contains 1510 members 
Entering Unmasked Estep 
Score: -970277.937500 Penalty: 4276.915527
	Iteration 16Q: 3 clusters Score -970277.9 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4051 members 
Mstep: Class 2 contains 1506 members 
Entering Unmasked Estep 
Score: -970323.312500 Penalty: 4276.915527
	Iteration 17Q: 3 clusters Score -970323.3 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4055 members 
Mstep: Class 2 contains 1502 members 
Entering Unmasked Estep 
Score: -970355.000000 Penalty: 4276.915527
	Iteration 18Q: 3 clusters Score -970355 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4063 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -970387.687500 Penalty: 4276.915527
	Iteration 19Q: 3 clusters Score -970387.7 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4070 members 
Mstep: Class 2 contains 1487 members 
Entering Unmasked Estep 
Score: -970406.437500 Penalty: 4276.915527
	Iteration 20F: 3 clusters Score -970406.4 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4076 members 
Mstep: Class 2 contains 1481 members 
Entering Unmasked Estep 
Score: -970419.625000 Penalty: 4276.915527
	Iteration 21Q: 3 clusters Score -970419.6 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4080 members 
Mstep: Class 2 contains 1477 members 
Entering Unmasked Estep 
Score: -970431.062500 Penalty: 4276.915527
	Iteration 22Q: 3 clusters Score -970431.1 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4086 members 
Mstep: Class 2 contains 1471 members 
Entering Unmasked Estep 
Score: -970440.625000 Penalty: 4276.915527
	Iteration 23Q: 3 clusters Score -970440.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4089 members 
Mstep: Class 2 contains 1468 members 
Entering Unmasked Estep 
Score: -970443.125000 Penalty: 4276.915527
	Iteration 24Q: 3 clusters Score -970443.1 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4090 members 
Mstep: Class 2 contains 1467 members 
Entering Unmasked Estep 
Score: -970447.500000 Penalty: 4276.915527
	Iteration 25Q: 3 clusters Score -970447.5 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4095 members 
Mstep: Class 2 contains 1462 members 
Entering Unmasked Estep 
Score: -970453.500000 Penalty: 4276.915527
	Iteration 26Q: 3 clusters Score -970453.5 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4099 members 
Mstep: Class 2 contains 1458 members 
Entering Unmasked Estep 
Score: -970456.437500 Penalty: 4276.915527
	Iteration 27Q: 3 clusters Score -970456.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4106 members 
Mstep: Class 2 contains 1451 members 
Entering Unmasked Estep 
Score: -970459.875000 Penalty: 4276.915527
	Iteration 28Q: 3 clusters Score -970459.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -970461.875000 Penalty: 4276.915527
	Iteration 29Q: 3 clusters Score -970461.9 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -970465.375000 Penalty: 4276.915527
	Iteration 30Q: 3 clusters Score -970465.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4111 members 
Mstep: Class 2 contains 1446 members 
Entering Unmasked Estep 
Score: -970466.937500 Penalty: 4276.915527
	Iteration 31Q: 3 clusters Score -970466.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4112 members 
Mstep: Class 2 contains 1445 members 
Entering Unmasked Estep 
Score: -970468.062500 Penalty: 4276.915527
	Iteration 32Q: 3 clusters Score -970468.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -970468.562500 Penalty: 4276.915527
	Iteration 33Q: 3 clusters Score -970468.6 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4113 members 
Mstep: Class 2 contains 1444 members 
Entering Unmasked Estep 
Score: -970468.562500 Penalty: 4276.915527
	Iteration 34F: 3 clusters Score -970468.6 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 20 (186 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Entering Unmasked Estep 
Score: -25563.052734 Penalty: 1295.985107
	Iteration 0F: 2 clusters Score -25563.05 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 90 members 
Mstep: Class 2 contains 96 members 
Entering Unmasked Estep 
Score: -24802.287109 Penalty: 2591.970215
	Iteration 0F: 3 clusters Score -24802.29 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 102 members 
Mstep: Class 2 contains 84 members 
Entering Unmasked Estep 
Score: -25005.226562 Penalty: 2591.970215
	Iteration 1F: 3 clusters Score -25005.23 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 111 members 
Mstep: Class 2 contains 75 members 
Entering Unmasked Estep 
Score: -25073.599609 Penalty: 2591.970215
	Iteration 2F: 3 clusters Score -25073.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 115 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -25088.322266 Penalty: 2591.970215
	Iteration 3Q: 3 clusters Score -25088.32 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 119 members 
Mstep: Class 2 contains 67 members 
Entering Unmasked Estep 
Score: -25104.910156 Penalty: 2591.970215
	Iteration 4Q: 3 clusters Score -25104.91 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 122 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -25115.144531 Penalty: 2591.970215
	Iteration 5Q: 3 clusters Score -25115.14 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -25121.859375 Penalty: 2591.970215
	Iteration 6Q: 3 clusters Score -25121.86 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 123 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -25123.412109 Penalty: 2591.970215
	Iteration 7F: 3 clusters Score -25123.41 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 125 members 
Mstep: Class 2 contains 61 members 
Entering Unmasked Estep 
Score: -25141.738281 Penalty: 2591.970215
	Iteration 8Q: 3 clusters Score -25141.74 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -25165.148438 Penalty: 2591.970215
	Iteration 9Q: 3 clusters Score -25165.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 127 members 
Mstep: Class 2 contains 59 members 
Entering Unmasked Estep 
Score: -25165.148438 Penalty: 2591.970215
	Iteration 10F: 3 clusters Score -25165.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 21 (27783 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27783 members 
Entering Unmasked Estep 
Score: -5296486.000000 Penalty: 2537.580566
	Iteration 0F: 2 clusters Score -5296486 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13953 members 
Mstep: Class 2 contains 13830 members 
Entering Unmasked Estep 
Score: -5277455.000000 Penalty: 5075.161133
	Iteration 0F: 3 clusters Score -5277455 nChanged 12485
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 13629 members 
Entering Unmasked Estep 
Score: -5284011.500000 Penalty: 5075.161133
	Iteration 1F: 3 clusters Score -5284012 nChanged 1286
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14262 members 
Mstep: Class 2 contains 13521 members 
Entering Unmasked Estep 
Score: -5284371.000000 Penalty: 5075.161133
	Iteration 2Q: 3 clusters Score -5284371 nChanged 1080
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14434 members 
Mstep: Class 2 contains 13349 members 
Entering Unmasked Estep 
Score: -5284635.000000 Penalty: 5075.161133
	Iteration 3Q: 3 clusters Score -5284635 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14669 members 
Mstep: Class 2 contains 13114 members 
Entering Unmasked Estep 
Score: -5284858.500000 Penalty: 5075.161133
	Iteration 4Q: 3 clusters Score -5284858 nChanged 808
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15019 members 
Mstep: Class 2 contains 12764 members 
Entering Unmasked Estep 
Score: -5285085.000000 Penalty: 5075.161133
	Iteration 5Q: 3 clusters Score -5285085 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15463 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -5285337.000000 Penalty: 5075.161133
	Iteration 6Q: 3 clusters Score -5285337 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16087 members 
Mstep: Class 2 contains 11696 members 
Entering Unmasked Estep 
Score: -5285567.500000 Penalty: 5075.161133
	Iteration 7Q: 3 clusters Score -5285568 nChanged 914
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16863 members 
Mstep: Class 2 contains 10920 members 
Entering Unmasked Estep 
Score: -5285868.500000 Penalty: 5075.161133
	Iteration 8Q: 3 clusters Score -5285868 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17916 members 
Mstep: Class 2 contains 9867 members 
Entering Unmasked Estep 
Score: -5286328.000000 Penalty: 5075.161133
	Iteration 9Q: 3 clusters Score -5286328 nChanged 1354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19234 members 
Mstep: Class 2 contains 8549 members 
Entering Unmasked Estep 
Score: -5287037.500000 Penalty: 5075.161133
	Iteration 10Q: 3 clusters Score -5287038 nChanged 1679
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20895 members 
Mstep: Class 2 contains 6888 members 
Entering Unmasked Estep 
Score: -5288174.000000 Penalty: 5075.161133
	Iteration 11F: 3 clusters Score -5288174 nChanged 1940
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22819 members 
Mstep: Class 2 contains 4964 members 
Entering Unmasked Estep 
Score: -5289692.500000 Penalty: 5075.161133
	Iteration 12F: 3 clusters Score -5289692 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24660 members 
Mstep: Class 2 contains 3123 members 
Entering Unmasked Estep 
Score: -5291333.000000 Penalty: 5075.161133
	Iteration 13F: 3 clusters Score -5291333 nChanged 1359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26017 members 
Mstep: Class 2 contains 1766 members 
Entering Unmasked Estep 
Score: -5292589.500000 Penalty: 5075.161133
	Iteration 14Q: 3 clusters Score -5292590 nChanged 844
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26855 members 
Mstep: Class 2 contains 928 members 
Entering Unmasked Estep 
Score: -5293440.000000 Penalty: 5075.161133
	Iteration 15Q: 3 clusters Score -5293440 nChanged 385
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27236 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -5293808.000000 Penalty: 5075.161133
	Iteration 16Q: 3 clusters Score -5293808 nChanged 146
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27374 members 
Mstep: Class 2 contains 409 members 
Entering Unmasked Estep 
Score: -5293971.000000 Penalty: 5075.161133
	Iteration 17Q: 3 clusters Score -5293971 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27447 members 
Mstep: Class 2 contains 336 members 
Entering Unmasked Estep 
Score: -5294080.500000 Penalty: 5075.161133
	Iteration 18Q: 3 clusters Score -5294080 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27478 members 
Mstep: Class 2 contains 305 members 
Entering Unmasked Estep 
Score: -5294138.000000 Penalty: 5075.161133
	Iteration 19Q: 3 clusters Score -5294138 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27499 members 
Mstep: Class 2 contains 284 members 
Entering Unmasked Estep 
Score: -5294176.500000 Penalty: 5075.161133
	Iteration 20F: 3 clusters Score -5294176 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27515 members 
Mstep: Class 2 contains 268 members 
Entering Unmasked Estep 
Score: -5294209.500000 Penalty: 5075.161133
	Iteration 21Q: 3 clusters Score -5294210 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27519 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -5294217.000000 Penalty: 5075.161133
	Iteration 22Q: 3 clusters Score -5294217 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27525 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -5294229.000000 Penalty: 5075.161133
	Iteration 23Q: 3 clusters Score -5294229 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27528 members 
Mstep: Class 2 contains 255 members 
Entering Unmasked Estep 
Score: -5294238.500000 Penalty: 5075.161133
	Iteration 24Q: 3 clusters Score -5294238 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5294247.000000 Penalty: 5075.161133
	Iteration 25Q: 3 clusters Score -5294247 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27531 members 
Mstep: Class 2 contains 252 members 
Entering Unmasked Estep 
Score: -5294247.500000 Penalty: 5075.161133
	Iteration 26Q: 3 clusters Score -5294248 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5294254.000000 Penalty: 5075.161133
	Iteration 27Q: 3 clusters Score -5294254 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27532 members 
Mstep: Class 2 contains 251 members 
Entering Unmasked Estep 
Score: -5294254.000000 Penalty: 5075.161133
	Iteration 28F: 3 clusters Score -5294254 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 22 (42472 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42472 members 
Entering Unmasked Estep 
Score: -7897724.000000 Penalty: 2642.836914
	Iteration 0F: 2 clusters Score -7897724 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21202 members 
Mstep: Class 2 contains 21270 members 
Entering Unmasked Estep 
Score: -7869387.500000 Penalty: 5285.673828
	Iteration 0F: 3 clusters Score -7869388 nChanged 19533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20701 members 
Mstep: Class 2 contains 21771 members 
Entering Unmasked Estep 
Score: -7880085.000000 Penalty: 5285.673828
	Iteration 1F: 3 clusters Score -7880085 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20541 members 
Mstep: Class 2 contains 21931 members 
Entering Unmasked Estep 
Score: -7880618.500000 Penalty: 5285.673828
	Iteration 2Q: 3 clusters Score -7880618 nChanged 1672
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20325 members 
Mstep: Class 2 contains 22147 members 
Entering Unmasked Estep 
Score: -7881209.500000 Penalty: 5285.673828
	Iteration 3Q: 3 clusters Score -7881210 nChanged 1633
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20086 members 
Mstep: Class 2 contains 22386 members 
Entering Unmasked Estep 
Score: -7881723.000000 Penalty: 5285.673828
	Iteration 4Q: 3 clusters Score -7881723 nChanged 1604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19824 members 
Mstep: Class 2 contains 22648 members 
Entering Unmasked Estep 
Score: -7882308.000000 Penalty: 5285.673828
	Iteration 5Q: 3 clusters Score -7882308 nChanged 1644
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19428 members 
Mstep: Class 2 contains 23044 members 
Entering Unmasked Estep 
Score: -7883031.000000 Penalty: 5285.673828
	Iteration 6Q: 3 clusters Score -7883031 nChanged 1837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18983 members 
Mstep: Class 2 contains 23489 members 
Entering Unmasked Estep 
Score: -7883997.000000 Penalty: 5285.673828
	Iteration 7Q: 3 clusters Score -7883997 nChanged 1995
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 23874 members 
Entering Unmasked Estep 
Score: -7885157.500000 Penalty: 5285.673828
	Iteration 8Q: 3 clusters Score -7885158 nChanged 2274
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18264 members 
Mstep: Class 2 contains 24208 members 
Entering Unmasked Estep 
Score: -7886673.000000 Penalty: 5285.673828
	Iteration 9F: 3 clusters Score -7886673 nChanged 2363
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18039 members 
Mstep: Class 2 contains 24433 members 
Entering Unmasked Estep 
Score: -7888312.500000 Penalty: 5285.673828
	Iteration 10F: 3 clusters Score -7888312 nChanged 2239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18068 members 
Mstep: Class 2 contains 24404 members 
Entering Unmasked Estep 
Score: -7889535.500000 Penalty: 5285.673828
	Iteration 11F: 3 clusters Score -7889536 nChanged 1652
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18136 members 
Mstep: Class 2 contains 24336 members 
Entering Unmasked Estep 
Score: -7890111.000000 Penalty: 5285.673828
	Iteration 12Q: 3 clusters Score -7890111 nChanged 1048
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18150 members 
Mstep: Class 2 contains 24322 members 
Entering Unmasked Estep 
Score: -7890357.000000 Penalty: 5285.673828
	Iteration 13Q: 3 clusters Score -7890357 nChanged 594
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18122 members 
Mstep: Class 2 contains 24350 members 
Entering Unmasked Estep 
Score: -7890448.000000 Penalty: 5285.673828
	Iteration 14Q: 3 clusters Score -7890448 nChanged 454
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18090 members 
Mstep: Class 2 contains 24382 members 
Entering Unmasked Estep 
Score: -7890546.000000 Penalty: 5285.673828
	Iteration 15Q: 3 clusters Score -7890546 nChanged 399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18079 members 
Mstep: Class 2 contains 24393 members 
Entering Unmasked Estep 
Score: -7890619.500000 Penalty: 5285.673828
	Iteration 16Q: 3 clusters Score -7890620 nChanged 389
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18082 members 
Mstep: Class 2 contains 24390 members 
Entering Unmasked Estep 
Score: -7890712.000000 Penalty: 5285.673828
	Iteration 17Q: 3 clusters Score -7890712 nChanged 359
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18097 members 
Mstep: Class 2 contains 24375 members 
Entering Unmasked Estep 
Score: -7890794.500000 Penalty: 5285.673828
	Iteration 18Q: 3 clusters Score -7890794 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18131 members 
Mstep: Class 2 contains 24341 members 
Entering Unmasked Estep 
Score: -7890799.000000 Penalty: 5285.673828
	Iteration 19Q: 3 clusters Score -7890799 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18164 members 
Mstep: Class 2 contains 24308 members 
Entering Unmasked Estep 
Score: -7890855.500000 Penalty: 5285.673828
	Iteration 20F: 3 clusters Score -7890856 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18192 members 
Mstep: Class 2 contains 24280 members 
Entering Unmasked Estep 
Score: -7890914.000000 Penalty: 5285.673828
	Iteration 21Q: 3 clusters Score -7890914 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18259 members 
Mstep: Class 2 contains 24213 members 
Entering Unmasked Estep 
Score: -7890985.000000 Penalty: 5285.673828
	Iteration 22Q: 3 clusters Score -7890985 nChanged 344
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18329 members 
Mstep: Class 2 contains 24143 members 
Entering Unmasked Estep 
Score: -7891055.000000 Penalty: 5285.673828
	Iteration 23Q: 3 clusters Score -7891055 nChanged 346
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18431 members 
Mstep: Class 2 contains 24041 members 
Entering Unmasked Estep 
Score: -7891129.000000 Penalty: 5285.673828
	Iteration 24Q: 3 clusters Score -7891129 nChanged 345
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18566 members 
Mstep: Class 2 contains 23906 members 
Entering Unmasked Estep 
Score: -7891196.000000 Penalty: 5285.673828
	Iteration 25Q: 3 clusters Score -7891196 nChanged 362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18712 members 
Mstep: Class 2 contains 23760 members 
Entering Unmasked Estep 
Score: -7891255.000000 Penalty: 5285.673828
	Iteration 26Q: 3 clusters Score -7891255 nChanged 336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18860 members 
Mstep: Class 2 contains 23612 members 
Entering Unmasked Estep 
Score: -7891273.500000 Penalty: 5285.673828
	Iteration 27Q: 3 clusters Score -7891274 nChanged 353
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19019 members 
Mstep: Class 2 contains 23453 members 
Entering Unmasked Estep 
Score: -7891334.000000 Penalty: 5285.673828
	Iteration 28Q: 3 clusters Score -7891334 nChanged 350
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19191 members 
Mstep: Class 2 contains 23281 members 
Entering Unmasked Estep 
Score: -7891407.000000 Penalty: 5285.673828
	Iteration 29Q: 3 clusters Score -7891407 nChanged 343
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19380 members 
Mstep: Class 2 contains 23092 members 
Entering Unmasked Estep 
Score: -7891458.500000 Penalty: 5285.673828
	Iteration 30Q: 3 clusters Score -7891458 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19547 members 
Mstep: Class 2 contains 22925 members 
Entering Unmasked Estep 
Score: -7891506.500000 Penalty: 5285.673828
	Iteration 31Q: 3 clusters Score -7891506 nChanged 265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19734 members 
Mstep: Class 2 contains 22738 members 
Entering Unmasked Estep 
Score: -7891553.000000 Penalty: 5285.673828
	Iteration 32Q: 3 clusters Score -7891553 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19924 members 
Mstep: Class 2 contains 22548 members 
Entering Unmasked Estep 
Score: -7891616.500000 Penalty: 5285.673828
	Iteration 33Q: 3 clusters Score -7891616 nChanged 244
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20124 members 
Mstep: Class 2 contains 22348 members 
Entering Unmasked Estep 
Score: -7891590.500000 Penalty: 5285.673828
	Iteration 34Q: 3 clusters Score -7891590 nChanged 266
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20332 members 
Mstep: Class 2 contains 22140 members 
Entering Unmasked Estep 
Score: -7891617.000000 Penalty: 5285.673828
	Iteration 35Q: 3 clusters Score -7891617 nChanged 280
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20568 members 
Mstep: Class 2 contains 21904 members 
Entering Unmasked Estep 
Score: -7891653.000000 Penalty: 5285.673828
	Iteration 36Q: 3 clusters Score -7891653 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20827 members 
Mstep: Class 2 contains 21645 members 
Entering Unmasked Estep 
Score: -7891706.000000 Penalty: 5285.673828
	Iteration 37Q: 3 clusters Score -7891706 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21075 members 
Mstep: Class 2 contains 21397 members 
Entering Unmasked Estep 
Score: -7891750.000000 Penalty: 5285.673828
	Iteration 38Q: 3 clusters Score -7891750 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21343 members 
Mstep: Class 2 contains 21129 members 
Entering Unmasked Estep 
Score: -7891771.500000 Penalty: 5285.673828
	Iteration 39Q: 3 clusters Score -7891772 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21573 members 
Mstep: Class 2 contains 20899 members 
Entering Unmasked Estep 
Score: -7891798.500000 Penalty: 5285.673828
	Iteration 40F: 3 clusters Score -7891798 nChanged 257
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21818 members 
Mstep: Class 2 contains 20654 members 
Entering Unmasked Estep 
Score: -7891821.500000 Penalty: 5285.673828
	Iteration 41Q: 3 clusters Score -7891822 nChanged 270
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22074 members 
Mstep: Class 2 contains 20398 members 
Entering Unmasked Estep 
Score: -7891836.500000 Penalty: 5285.673828
	Iteration 42Q: 3 clusters Score -7891836 nChanged 276
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22330 members 
Mstep: Class 2 contains 20142 members 
Entering Unmasked Estep 
Score: -7891892.500000 Penalty: 5285.673828
	Iteration 43Q: 3 clusters Score -7891892 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22589 members 
Mstep: Class 2 contains 19883 members 
Entering Unmasked Estep 
Score: -7891920.000000 Penalty: 5285.673828
	Iteration 44Q: 3 clusters Score -7891920 nChanged 246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22827 members 
Mstep: Class 2 contains 19645 members 
Entering Unmasked Estep 
Score: -7891947.000000 Penalty: 5285.673828
	Iteration 45Q: 3 clusters Score -7891947 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23068 members 
Mstep: Class 2 contains 19404 members 
Entering Unmasked Estep 
Score: -7891964.000000 Penalty: 5285.673828
	Iteration 46Q: 3 clusters Score -7891964 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23314 members 
Mstep: Class 2 contains 19158 members 
Entering Unmasked Estep 
Score: -7891952.000000 Penalty: 5285.673828
	Iteration 47Q: 3 clusters Score -7891952 nChanged 236
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23540 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -7892004.500000 Penalty: 5285.673828
	Iteration 48Q: 3 clusters Score -7892004 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23798 members 
Mstep: Class 2 contains 18674 members 
Entering Unmasked Estep 
Score: -7891986.000000 Penalty: 5285.673828
	Iteration 49Q: 3 clusters Score -7891986 nChanged 312
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24100 members 
Mstep: Class 2 contains 18372 members 
Entering Unmasked Estep 
Score: -7891995.500000 Penalty: 5285.673828
	Iteration 50Q: 3 clusters Score -7891996 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24399 members 
Mstep: Class 2 contains 18073 members 
Entering Unmasked Estep 
Score: -7892056.000000 Penalty: 5285.673828
	Iteration 51Q: 3 clusters Score -7892056 nChanged 297
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24694 members 
Mstep: Class 2 contains 17778 members 
Entering Unmasked Estep 
Score: -7892095.000000 Penalty: 5285.673828
	Iteration 52Q: 3 clusters Score -7892095 nChanged 306
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25000 members 
Mstep: Class 2 contains 17472 members 
Entering Unmasked Estep 
Score: -7892118.500000 Penalty: 5285.673828
	Iteration 53Q: 3 clusters Score -7892118 nChanged 303
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25301 members 
Mstep: Class 2 contains 17171 members 
Entering Unmasked Estep 
Score: -7892159.000000 Penalty: 5285.673828
	Iteration 54Q: 3 clusters Score -7892159 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25655 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
Score: -7892183.000000 Penalty: 5285.673828
	Iteration 55Q: 3 clusters Score -7892183 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26051 members 
Mstep: Class 2 contains 16421 members 
Entering Unmasked Estep 
Score: -7892210.500000 Penalty: 5285.673828
	Iteration 56Q: 3 clusters Score -7892210 nChanged 491
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26542 members 
Mstep: Class 2 contains 15930 members 
Entering Unmasked Estep 
Score: -7892299.500000 Penalty: 5285.673828
	Iteration 57Q: 3 clusters Score -7892300 nChanged 541
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27083 members 
Mstep: Class 2 contains 15389 members 
Entering Unmasked Estep 
Score: -7892377.500000 Penalty: 5285.673828
	Iteration 58Q: 3 clusters Score -7892378 nChanged 538
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27621 members 
Mstep: Class 2 contains 14851 members 
Entering Unmasked Estep 
Score: -7892417.500000 Penalty: 5285.673828
	Iteration 59Q: 3 clusters Score -7892418 nChanged 588
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28209 members 
Mstep: Class 2 contains 14263 members 
Entering Unmasked Estep 
Score: -7892458.500000 Penalty: 5285.673828
	Iteration 60F: 3 clusters Score -7892458 nChanged 615
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28824 members 
Mstep: Class 2 contains 13648 members 
Entering Unmasked Estep 
Score: -7892542.000000 Penalty: 5285.673828
	Iteration 61Q: 3 clusters Score -7892542 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29508 members 
Mstep: Class 2 contains 12964 members 
Entering Unmasked Estep 
Score: -7892660.500000 Penalty: 5285.673828
	Iteration 62Q: 3 clusters Score -7892660 nChanged 777
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30285 members 
Mstep: Class 2 contains 12187 members 
Entering Unmasked Estep 
Score: -7892818.000000 Penalty: 5285.673828
	Iteration 63Q: 3 clusters Score -7892818 nChanged 784
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31069 members 
Mstep: Class 2 contains 11403 members 
Entering Unmasked Estep 
Score: -7892932.500000 Penalty: 5285.673828
	Iteration 64Q: 3 clusters Score -7892932 nChanged 805
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31874 members 
Mstep: Class 2 contains 10598 members 
Entering Unmasked Estep 
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	Iteration 65Q: 3 clusters Score -7893095 nChanged 827
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32701 members 
Mstep: Class 2 contains 9771 members 
Entering Unmasked Estep 
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	Iteration 66Q: 3 clusters Score -7893262 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 8935 members 
Entering Unmasked Estep 
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	Iteration 67Q: 3 clusters Score -7893457 nChanged 838
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34375 members 
Mstep: Class 2 contains 8097 members 
Entering Unmasked Estep 
Score: -7893668.500000 Penalty: 5285.673828
	Iteration 68Q: 3 clusters Score -7893668 nChanged 824
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 35199 members 
Mstep: Class 2 contains 7273 members 
Entering Unmasked Estep 
Score: -7893896.000000 Penalty: 5285.673828
	Iteration 69Q: 3 clusters Score -7893896 nChanged 813
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36012 members 
Mstep: Class 2 contains 6460 members 
Entering Unmasked Estep 
Score: -7894090.000000 Penalty: 5285.673828
	Iteration 70Q: 3 clusters Score -7894090 nChanged 764
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36776 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -7894228.500000 Penalty: 5285.673828
	Iteration 71Q: 3 clusters Score -7894228 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37537 members 
Mstep: Class 2 contains 4935 members 
Entering Unmasked Estep 
Score: -7894420.500000 Penalty: 5285.673828
	Iteration 72Q: 3 clusters Score -7894420 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38188 members 
Mstep: Class 2 contains 4284 members 
Entering Unmasked Estep 
Score: -7894581.500000 Penalty: 5285.673828
	Iteration 73Q: 3 clusters Score -7894582 nChanged 581
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 38769 members 
Mstep: Class 2 contains 3703 members 
Entering Unmasked Estep 
Score: -7894733.500000 Penalty: 5285.673828
	Iteration 74Q: 3 clusters Score -7894734 nChanged 509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39278 members 
Mstep: Class 2 contains 3194 members 
Entering Unmasked Estep 
Score: -7894885.000000 Penalty: 5285.673828
	Iteration 75Q: 3 clusters Score -7894885 nChanged 392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39670 members 
Mstep: Class 2 contains 2802 members 
Entering Unmasked Estep 
Score: -7894936.000000 Penalty: 5285.673828
	Iteration 76Q: 3 clusters Score -7894936 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39961 members 
Mstep: Class 2 contains 2511 members 
Entering Unmasked Estep 
Score: -7894989.000000 Penalty: 5285.673828
	Iteration 77Q: 3 clusters Score -7894989 nChanged 180
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40141 members 
Mstep: Class 2 contains 2331 members 
Entering Unmasked Estep 
Score: -7895006.000000 Penalty: 5285.673828
	Iteration 78Q: 3 clusters Score -7895006 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40270 members 
Mstep: Class 2 contains 2202 members 
Entering Unmasked Estep 
Score: -7895029.000000 Penalty: 5285.673828
	Iteration 79Q: 3 clusters Score -7895029 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40392 members 
Mstep: Class 2 contains 2080 members 
Entering Unmasked Estep 
Score: -7895134.500000 Penalty: 5285.673828
	Iteration 80F: 3 clusters Score -7895134 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40659 members 
Mstep: Class 2 contains 1813 members 
Entering Unmasked Estep 
Score: -7895182.500000 Penalty: 5285.673828
	Iteration 81Q: 3 clusters Score -7895182 nChanged 205
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40864 members 
Mstep: Class 2 contains 1608 members 
Entering Unmasked Estep 
Score: -7895250.000000 Penalty: 5285.673828
	Iteration 82Q: 3 clusters Score -7895250 nChanged 169
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41033 members 
Mstep: Class 2 contains 1439 members 
Entering Unmasked Estep 
Score: -7895275.500000 Penalty: 5285.673828
	Iteration 83Q: 3 clusters Score -7895276 nChanged 135
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41168 members 
Mstep: Class 2 contains 1304 members 
Entering Unmasked Estep 
Score: -7895312.000000 Penalty: 5285.673828
	Iteration 84Q: 3 clusters Score -7895312 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41300 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -7895324.500000 Penalty: 5285.673828
	Iteration 85Q: 3 clusters Score -7895324 nChanged 102
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41400 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -7895344.500000 Penalty: 5285.673828
	Iteration 86Q: 3 clusters Score -7895344 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41477 members 
Mstep: Class 2 contains 995 members 
Entering Unmasked Estep 
Score: -7895357.000000 Penalty: 5285.673828
	Iteration 87Q: 3 clusters Score -7895357 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41538 members 
Mstep: Class 2 contains 934 members 
Entering Unmasked Estep 
Score: -7895354.000000 Penalty: 5285.673828
	Iteration 88Q: 3 clusters Score -7895354 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41587 members 
Mstep: Class 2 contains 885 members 
Entering Unmasked Estep 
Score: -7895378.500000 Penalty: 5285.673828
	Iteration 89Q: 3 clusters Score -7895378 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41638 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -7895392.500000 Penalty: 5285.673828
	Iteration 90Q: 3 clusters Score -7895392 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41680 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -7895415.000000 Penalty: 5285.673828
	Iteration 91Q: 3 clusters Score -7895415 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41717 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -7895424.000000 Penalty: 5285.673828
	Iteration 92Q: 3 clusters Score -7895424 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41741 members 
Mstep: Class 2 contains 731 members 
Entering Unmasked Estep 
Score: -7895443.500000 Penalty: 5285.673828
	Iteration 93Q: 3 clusters Score -7895444 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41752 members 
Mstep: Class 2 contains 720 members 
Entering Unmasked Estep 
Score: -7895438.000000 Penalty: 5285.673828
	Iteration 94Q: 3 clusters Score -7895438 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41762 members 
Mstep: Class 2 contains 710 members 
Entering Unmasked Estep 
Score: -7895438.500000 Penalty: 5285.673828
	Iteration 95Q: 3 clusters Score -7895438 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41771 members 
Mstep: Class 2 contains 701 members 
Entering Unmasked Estep 
Score: -7895452.000000 Penalty: 5285.673828
	Iteration 96Q: 3 clusters Score -7895452 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41781 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -7895448.000000 Penalty: 5285.673828
	Iteration 97Q: 3 clusters Score -7895448 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41789 members 
Mstep: Class 2 contains 683 members 
Entering Unmasked Estep 
Score: -7895454.000000 Penalty: 5285.673828
	Iteration 98Q: 3 clusters Score -7895454 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41794 members 
Mstep: Class 2 contains 678 members 
Entering Unmasked Estep 
Score: -7895467.000000 Penalty: 5285.673828
	Iteration 99Q: 3 clusters Score -7895467 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41798 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -7895462.000000 Penalty: 5285.673828
	Iteration 100F: 3 clusters Score -7895462 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41805 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -7895468.500000 Penalty: 5285.673828
	Iteration 101Q: 3 clusters Score -7895468 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41813 members 
Mstep: Class 2 contains 659 members 
Entering Unmasked Estep 
Score: -7895466.500000 Penalty: 5285.673828
	Iteration 102Q: 3 clusters Score -7895466 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41816 members 
Mstep: Class 2 contains 656 members 
Entering Unmasked Estep 
Score: -7895466.500000 Penalty: 5285.673828
	Iteration 103Q: 3 clusters Score -7895466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41821 members 
Mstep: Class 2 contains 651 members 
Entering Unmasked Estep 
Score: -7895466.000000 Penalty: 5285.673828
	Iteration 104Q: 3 clusters Score -7895466 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41826 members 
Mstep: Class 2 contains 646 members 
Entering Unmasked Estep 
Score: -7895470.000000 Penalty: 5285.673828
	Iteration 105Q: 3 clusters Score -7895470 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41831 members 
Mstep: Class 2 contains 641 members 
Entering Unmasked Estep 
Score: -7895469.500000 Penalty: 5285.673828
	Iteration 106Q: 3 clusters Score -7895470 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41838 members 
Mstep: Class 2 contains 634 members 
Entering Unmasked Estep 
Score: -7895466.000000 Penalty: 5285.673828
	Iteration 107Q: 3 clusters Score -7895466 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41844 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -7895476.500000 Penalty: 5285.673828
	Iteration 108Q: 3 clusters Score -7895476 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41851 members 
Mstep: Class 2 contains 621 members 
Entering Unmasked Estep 
Score: -7895473.000000 Penalty: 5285.673828
	Iteration 109Q: 3 clusters Score -7895473 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41856 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -7895472.500000 Penalty: 5285.673828
	Iteration 110Q: 3 clusters Score -7895472 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41860 members 
Mstep: Class 2 contains 612 members 
Entering Unmasked Estep 
Score: -7895474.000000 Penalty: 5285.673828
	Iteration 111Q: 3 clusters Score -7895474 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41867 members 
Mstep: Class 2 contains 605 members 
Entering Unmasked Estep 
Score: -7895477.000000 Penalty: 5285.673828
	Iteration 112Q: 3 clusters Score -7895477 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41874 members 
Mstep: Class 2 contains 598 members 
Entering Unmasked Estep 
Score: -7895470.000000 Penalty: 5285.673828
	Iteration 113Q: 3 clusters Score -7895470 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41878 members 
Mstep: Class 2 contains 594 members 
Entering Unmasked Estep 
Score: -7895474.000000 Penalty: 5285.673828
	Iteration 114Q: 3 clusters Score -7895474 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41882 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -7895476.000000 Penalty: 5285.673828
	Iteration 115Q: 3 clusters Score -7895476 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41886 members 
Mstep: Class 2 contains 586 members 
Entering Unmasked Estep 
Score: -7895480.500000 Penalty: 5285.673828
	Iteration 116Q: 3 clusters Score -7895480 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41889 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -7895473.000000 Penalty: 5285.673828
	Iteration 117Q: 3 clusters Score -7895473 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7895479.500000 Penalty: 5285.673828
	Iteration 118Q: 3 clusters Score -7895480 nChanged 0
Entering Unmasked Mstep 
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Mstep: Class 1 contains 41891 members 
Mstep: Class 2 contains 581 members 
Entering Unmasked Estep 
Score: -7895479.500000 Penalty: 5285.673828
	Iteration 119F: 3 clusters Score -7895480 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 23 (26802 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
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Mstep: Class 1 contains 26802 members 
Entering Unmasked Estep 
Score: -5123473.500000 Penalty: 2528.665527
	Iteration 0F: 2 clusters Score -5123474 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13460 members 
Mstep: Class 2 contains 13342 members 
Entering Unmasked Estep 
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	Iteration 0F: 3 clusters Score -5105027 nChanged 12047
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13703 members 
Mstep: Class 2 contains 13099 members 
Entering Unmasked Estep 
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	Iteration 1F: 3 clusters Score -5111387 nChanged 1189
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13864 members 
Mstep: Class 2 contains 12938 members 
Entering Unmasked Estep 
Score: -5111701.500000 Penalty: 5057.331055
	Iteration 2Q: 3 clusters Score -5111702 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14057 members 
Mstep: Class 2 contains 12745 members 
Entering Unmasked Estep 
Score: -5112055.000000 Penalty: 5057.331055
	Iteration 3Q: 3 clusters Score -5112055 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14357 members 
Mstep: Class 2 contains 12445 members 
Entering Unmasked Estep 
Score: -5112441.500000 Penalty: 5057.331055
	Iteration 4Q: 3 clusters Score -5112442 nChanged 1053
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14762 members 
Mstep: Class 2 contains 12040 members 
Entering Unmasked Estep 
Score: -5112920.000000 Penalty: 5057.331055
	Iteration 5Q: 3 clusters Score -5112920 nChanged 1063
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15191 members 
Mstep: Class 2 contains 11611 members 
Entering Unmasked Estep 
Score: -5113477.000000 Penalty: 5057.331055
	Iteration 6Q: 3 clusters Score -5113477 nChanged 1046
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15721 members 
Mstep: Class 2 contains 11081 members 
Entering Unmasked Estep 
Score: -5114081.500000 Penalty: 5057.331055
	Iteration 7Q: 3 clusters Score -5114082 nChanged 1130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16287 members 
Mstep: Class 2 contains 10515 members 
Entering Unmasked Estep 
Score: -5114762.000000 Penalty: 5057.331055
	Iteration 8Q: 3 clusters Score -5114762 nChanged 1121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16840 members 
Mstep: Class 2 contains 9962 members 
Entering Unmasked Estep 
Score: -5115488.500000 Penalty: 5057.331055
	Iteration 9Q: 3 clusters Score -5115488 nChanged 1185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17423 members 
Mstep: Class 2 contains 9379 members 
Entering Unmasked Estep 
Score: -5116348.500000 Penalty: 5057.331055
	Iteration 10Q: 3 clusters Score -5116348 nChanged 1177
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17896 members 
Mstep: Class 2 contains 8906 members 
Entering Unmasked Estep 
Score: -5117149.500000 Penalty: 5057.331055
	Iteration 11Q: 3 clusters Score -5117150 nChanged 1127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18185 members 
Mstep: Class 2 contains 8617 members 
Entering Unmasked Estep 
Score: -5117909.500000 Penalty: 5057.331055
	Iteration 12Q: 3 clusters Score -5117910 nChanged 1095
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18340 members 
Mstep: Class 2 contains 8462 members 
Entering Unmasked Estep 
Score: -5118561.500000 Penalty: 5057.331055
	Iteration 13Q: 3 clusters Score -5118562 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18364 members 
Mstep: Class 2 contains 8438 members 
Entering Unmasked Estep 
Score: -5119051.000000 Penalty: 5057.331055
	Iteration 14Q: 3 clusters Score -5119051 nChanged 819
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18281 members 
Mstep: Class 2 contains 8521 members 
Entering Unmasked Estep 
Score: -5119470.000000 Penalty: 5057.331055
	Iteration 15Q: 3 clusters Score -5119470 nChanged 687
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18190 members 
Mstep: Class 2 contains 8612 members 
Entering Unmasked Estep 
Score: -5119753.000000 Penalty: 5057.331055
	Iteration 16Q: 3 clusters Score -5119753 nChanged 549
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18105 members 
Mstep: Class 2 contains 8697 members 
Entering Unmasked Estep 
Score: -5119975.000000 Penalty: 5057.331055
	Iteration 17Q: 3 clusters Score -5119975 nChanged 434
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18025 members 
Mstep: Class 2 contains 8777 members 
Entering Unmasked Estep 
Score: -5120102.000000 Penalty: 5057.331055
	Iteration 18Q: 3 clusters Score -5120102 nChanged 338
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17947 members 
Mstep: Class 2 contains 8855 members 
Entering Unmasked Estep 
Score: -5120203.000000 Penalty: 5057.331055
	Iteration 19Q: 3 clusters Score -5120203 nChanged 321
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17840 members 
Mstep: Class 2 contains 8962 members 
Entering Unmasked Estep 
Score: -5120291.500000 Penalty: 5057.331055
	Iteration 20F: 3 clusters Score -5120292 nChanged 264
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17748 members 
Mstep: Class 2 contains 9054 members 
Entering Unmasked Estep 
Score: -5120346.500000 Penalty: 5057.331055
	Iteration 21Q: 3 clusters Score -5120346 nChanged 248
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17642 members 
Mstep: Class 2 contains 9160 members 
Entering Unmasked Estep 
Score: -5120402.000000 Penalty: 5057.331055
	Iteration 22Q: 3 clusters Score -5120402 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17513 members 
Mstep: Class 2 contains 9289 members 
Entering Unmasked Estep 
Score: -5120472.500000 Penalty: 5057.331055
	Iteration 23Q: 3 clusters Score -5120472 nChanged 203
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17382 members 
Mstep: Class 2 contains 9420 members 
Entering Unmasked Estep 
Score: -5120526.500000 Penalty: 5057.331055
	Iteration 24Q: 3 clusters Score -5120526 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17230 members 
Mstep: Class 2 contains 9572 members 
Entering Unmasked Estep 
Score: -5120585.000000 Penalty: 5057.331055
	Iteration 25Q: 3 clusters Score -5120585 nChanged 240
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17044 members 
Mstep: Class 2 contains 9758 members 
Entering Unmasked Estep 
Score: -5120648.000000 Penalty: 5057.331055
	Iteration 26Q: 3 clusters Score -5120648 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16874 members 
Mstep: Class 2 contains 9928 members 
Entering Unmasked Estep 
Score: -5120700.000000 Penalty: 5057.331055
	Iteration 27Q: 3 clusters Score -5120700 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16729 members 
Mstep: Class 2 contains 10073 members 
Entering Unmasked Estep 
Score: -5120738.500000 Penalty: 5057.331055
	Iteration 28Q: 3 clusters Score -5120738 nChanged 185
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16578 members 
Mstep: Class 2 contains 10224 members 
Entering Unmasked Estep 
Score: -5120798.500000 Penalty: 5057.331055
	Iteration 29Q: 3 clusters Score -5120798 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16408 members 
Mstep: Class 2 contains 10394 members 
Entering Unmasked Estep 
Score: -5120869.500000 Penalty: 5057.331055
	Iteration 30Q: 3 clusters Score -5120870 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16279 members 
Mstep: Class 2 contains 10523 members 
Entering Unmasked Estep 
Score: -5120878.500000 Penalty: 5057.331055
	Iteration 31Q: 3 clusters Score -5120878 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16145 members 
Mstep: Class 2 contains 10657 members 
Entering Unmasked Estep 
Score: -5120894.000000 Penalty: 5057.331055
	Iteration 32Q: 3 clusters Score -5120894 nChanged 117
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16038 members 
Mstep: Class 2 contains 10764 members 
Entering Unmasked Estep 
Score: -5120923.500000 Penalty: 5057.331055
	Iteration 33Q: 3 clusters Score -5120924 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15952 members 
Mstep: Class 2 contains 10850 members 
Entering Unmasked Estep 
Score: -5120906.000000 Penalty: 5057.331055
	Iteration 34Q: 3 clusters Score -5120906 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15878 members 
Mstep: Class 2 contains 10924 members 
Entering Unmasked Estep 
Score: -5120929.000000 Penalty: 5057.331055
	Iteration 35Q: 3 clusters Score -5120929 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15803 members 
Mstep: Class 2 contains 10999 members 
Entering Unmasked Estep 
Score: -5120933.500000 Penalty: 5057.331055
	Iteration 36Q: 3 clusters Score -5120934 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15723 members 
Mstep: Class 2 contains 11079 members 
Entering Unmasked Estep 
Score: -5120936.500000 Penalty: 5057.331055
	Iteration 37Q: 3 clusters Score -5120936 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15645 members 
Mstep: Class 2 contains 11157 members 
Entering Unmasked Estep 
Score: -5120937.500000 Penalty: 5057.331055
	Iteration 38Q: 3 clusters Score -5120938 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15574 members 
Mstep: Class 2 contains 11228 members 
Entering Unmasked Estep 
Score: -5120941.500000 Penalty: 5057.331055
	Iteration 39Q: 3 clusters Score -5120942 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15498 members 
Mstep: Class 2 contains 11304 members 
Entering Unmasked Estep 
Score: -5120946.500000 Penalty: 5057.331055
	Iteration 40F: 3 clusters Score -5120946 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15424 members 
Mstep: Class 2 contains 11378 members 
Entering Unmasked Estep 
Score: -5120962.500000 Penalty: 5057.331055
	Iteration 41Q: 3 clusters Score -5120962 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15362 members 
Mstep: Class 2 contains 11440 members 
Entering Unmasked Estep 
Score: -5120958.500000 Penalty: 5057.331055
	Iteration 42Q: 3 clusters Score -5120958 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15309 members 
Mstep: Class 2 contains 11493 members 
Entering Unmasked Estep 
Score: -5120980.000000 Penalty: 5057.331055
	Iteration 43Q: 3 clusters Score -5120980 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15269 members 
Mstep: Class 2 contains 11533 members 
Entering Unmasked Estep 
Score: -5120979.000000 Penalty: 5057.331055
	Iteration 44Q: 3 clusters Score -5120979 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15223 members 
Mstep: Class 2 contains 11579 members 
Entering Unmasked Estep 
Score: -5120974.000000 Penalty: 5057.331055
	Iteration 45Q: 3 clusters Score -5120974 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15186 members 
Mstep: Class 2 contains 11616 members 
Entering Unmasked Estep 
Score: -5120968.500000 Penalty: 5057.331055
	Iteration 46Q: 3 clusters Score -5120968 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15148 members 
Mstep: Class 2 contains 11654 members 
Entering Unmasked Estep 
Score: -5120976.000000 Penalty: 5057.331055
	Iteration 47Q: 3 clusters Score -5120976 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15112 members 
Mstep: Class 2 contains 11690 members 
Entering Unmasked Estep 
Score: -5120971.000000 Penalty: 5057.331055
	Iteration 48Q: 3 clusters Score -5120971 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15090 members 
Mstep: Class 2 contains 11712 members 
Entering Unmasked Estep 
Score: -5120972.500000 Penalty: 5057.331055
	Iteration 49Q: 3 clusters Score -5120972 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15065 members 
Mstep: Class 2 contains 11737 members 
Entering Unmasked Estep 
Score: -5120965.500000 Penalty: 5057.331055
	Iteration 50Q: 3 clusters Score -5120966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15036 members 
Mstep: Class 2 contains 11766 members 
Entering Unmasked Estep 
Score: -5120965.500000 Penalty: 5057.331055
	Iteration 51Q: 3 clusters Score -5120966 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15003 members 
Mstep: Class 2 contains 11799 members 
Entering Unmasked Estep 
Score: -5120964.500000 Penalty: 5057.331055
	Iteration 52Q: 3 clusters Score -5120964 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14963 members 
Mstep: Class 2 contains 11839 members 
Entering Unmasked Estep 
Score: -5120977.500000 Penalty: 5057.331055
	Iteration 53Q: 3 clusters Score -5120978 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14927 members 
Mstep: Class 2 contains 11875 members 
Entering Unmasked Estep 
Score: -5120973.000000 Penalty: 5057.331055
	Iteration 54Q: 3 clusters Score -5120973 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14893 members 
Mstep: Class 2 contains 11909 members 
Entering Unmasked Estep 
Score: -5120978.500000 Penalty: 5057.331055
	Iteration 55Q: 3 clusters Score -5120978 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14870 members 
Mstep: Class 2 contains 11932 members 
Entering Unmasked Estep 
Score: -5120966.500000 Penalty: 5057.331055
	Iteration 56Q: 3 clusters Score -5120966 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14841 members 
Mstep: Class 2 contains 11961 members 
Entering Unmasked Estep 
Score: -5120975.500000 Penalty: 5057.331055
	Iteration 57Q: 3 clusters Score -5120976 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14818 members 
Mstep: Class 2 contains 11984 members 
Entering Unmasked Estep 
Score: -5120972.500000 Penalty: 5057.331055
	Iteration 58Q: 3 clusters Score -5120972 nChanged 45
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14773 members 
Mstep: Class 2 contains 12029 members 
Entering Unmasked Estep 
Score: -5120971.000000 Penalty: 5057.331055
	Iteration 59Q: 3 clusters Score -5120971 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14723 members 
Mstep: Class 2 contains 12079 members 
Entering Unmasked Estep 
Score: -5120973.000000 Penalty: 5057.331055
	Iteration 60F: 3 clusters Score -5120973 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14675 members 
Mstep: Class 2 contains 12127 members 
Entering Unmasked Estep 
Score: -5120980.000000 Penalty: 5057.331055
	Iteration 61Q: 3 clusters Score -5120980 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14628 members 
Mstep: Class 2 contains 12174 members 
Entering Unmasked Estep 
Score: -5120979.000000 Penalty: 5057.331055
	Iteration 62Q: 3 clusters Score -5120979 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14586 members 
Mstep: Class 2 contains 12216 members 
Entering Unmasked Estep 
Score: -5120989.000000 Penalty: 5057.331055
	Iteration 63Q: 3 clusters Score -5120989 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14535 members 
Mstep: Class 2 contains 12267 members 
Entering Unmasked Estep 
Score: -5120986.000000 Penalty: 5057.331055
	Iteration 64Q: 3 clusters Score -5120986 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14482 members 
Mstep: Class 2 contains 12320 members 
Entering Unmasked Estep 
Score: -5120998.500000 Penalty: 5057.331055
	Iteration 65Q: 3 clusters Score -5120998 nChanged 61
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14421 members 
Mstep: Class 2 contains 12381 members 
Entering Unmasked Estep 
Score: -5121002.000000 Penalty: 5057.331055
	Iteration 66Q: 3 clusters Score -5121002 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14363 members 
Mstep: Class 2 contains 12439 members 
Entering Unmasked Estep 
Score: -5121020.000000 Penalty: 5057.331055
	Iteration 67Q: 3 clusters Score -5121020 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14303 members 
Mstep: Class 2 contains 12499 members 
Entering Unmasked Estep 
Score: -5121023.000000 Penalty: 5057.331055
	Iteration 68Q: 3 clusters Score -5121023 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14235 members 
Mstep: Class 2 contains 12567 members 
Entering Unmasked Estep 
Score: -5121040.500000 Penalty: 5057.331055
	Iteration 69Q: 3 clusters Score -5121040 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14154 members 
Mstep: Class 2 contains 12648 members 
Entering Unmasked Estep 
Score: -5121054.500000 Penalty: 5057.331055
	Iteration 70Q: 3 clusters Score -5121054 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14061 members 
Mstep: Class 2 contains 12741 members 
Entering Unmasked Estep 
Score: -5121066.000000 Penalty: 5057.331055
	Iteration 71Q: 3 clusters Score -5121066 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13973 members 
Mstep: Class 2 contains 12829 members 
Entering Unmasked Estep 
Score: -5121069.500000 Penalty: 5057.331055
	Iteration 72Q: 3 clusters Score -5121070 nChanged 85
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13888 members 
Mstep: Class 2 contains 12914 members 
Entering Unmasked Estep 
Score: -5121085.000000 Penalty: 5057.331055
	Iteration 73Q: 3 clusters Score -5121085 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13820 members 
Mstep: Class 2 contains 12982 members 
Entering Unmasked Estep 
Score: -5121091.000000 Penalty: 5057.331055
	Iteration 74Q: 3 clusters Score -5121091 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13732 members 
Mstep: Class 2 contains 13070 members 
Entering Unmasked Estep 
Score: -5121082.500000 Penalty: 5057.331055
	Iteration 75Q: 3 clusters Score -5121082 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13652 members 
Mstep: Class 2 contains 13150 members 
Entering Unmasked Estep 
Score: -5121093.000000 Penalty: 5057.331055
	Iteration 76Q: 3 clusters Score -5121093 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13572 members 
Mstep: Class 2 contains 13230 members 
Entering Unmasked Estep 
Score: -5121102.000000 Penalty: 5057.331055
	Iteration 77Q: 3 clusters Score -5121102 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13484 members 
Mstep: Class 2 contains 13318 members 
Entering Unmasked Estep 
Score: -5121099.500000 Penalty: 5057.331055
	Iteration 78Q: 3 clusters Score -5121100 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13390 members 
Mstep: Class 2 contains 13412 members 
Entering Unmasked Estep 
Score: -5121117.500000 Penalty: 5057.331055
	Iteration 79Q: 3 clusters Score -5121118 nChanged 83
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13307 members 
Mstep: Class 2 contains 13495 members 
Entering Unmasked Estep 
Score: -5121111.500000 Penalty: 5057.331055
	Iteration 80F: 3 clusters Score -5121112 nChanged 94
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13213 members 
Mstep: Class 2 contains 13589 members 
Entering Unmasked Estep 
Score: -5121121.000000 Penalty: 5057.331055
	Iteration 81Q: 3 clusters Score -5121121 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13148 members 
Mstep: Class 2 contains 13654 members 
Entering Unmasked Estep 
Score: -5121134.500000 Penalty: 5057.331055
	Iteration 82Q: 3 clusters Score -5121134 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13082 members 
Mstep: Class 2 contains 13720 members 
Entering Unmasked Estep 
Score: -5121147.500000 Penalty: 5057.331055
	Iteration 83Q: 3 clusters Score -5121148 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13007 members 
Mstep: Class 2 contains 13795 members 
Entering Unmasked Estep 
Score: -5121144.000000 Penalty: 5057.331055
	Iteration 84Q: 3 clusters Score -5121144 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12930 members 
Mstep: Class 2 contains 13872 members 
Entering Unmasked Estep 
Score: -5121141.000000 Penalty: 5057.331055
	Iteration 85Q: 3 clusters Score -5121141 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12870 members 
Mstep: Class 2 contains 13932 members 
Entering Unmasked Estep 
Score: -5121142.500000 Penalty: 5057.331055
	Iteration 86Q: 3 clusters Score -5121142 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12814 members 
Mstep: Class 2 contains 13988 members 
Entering Unmasked Estep 
Score: -5121152.500000 Penalty: 5057.331055
	Iteration 87Q: 3 clusters Score -5121152 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12749 members 
Mstep: Class 2 contains 14053 members 
Entering Unmasked Estep 
Score: -5121162.500000 Penalty: 5057.331055
	Iteration 88Q: 3 clusters Score -5121162 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12693 members 
Mstep: Class 2 contains 14109 members 
Entering Unmasked Estep 
Score: -5121166.500000 Penalty: 5057.331055
	Iteration 89Q: 3 clusters Score -5121166 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12633 members 
Mstep: Class 2 contains 14169 members 
Entering Unmasked Estep 
Score: -5121176.000000 Penalty: 5057.331055
	Iteration 90Q: 3 clusters Score -5121176 nChanged 50
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12583 members 
Mstep: Class 2 contains 14219 members 
Entering Unmasked Estep 
Score: -5121167.000000 Penalty: 5057.331055
	Iteration 91Q: 3 clusters Score -5121167 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12540 members 
Mstep: Class 2 contains 14262 members 
Entering Unmasked Estep 
Score: -5121184.500000 Penalty: 5057.331055
	Iteration 92Q: 3 clusters Score -5121184 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12515 members 
Mstep: Class 2 contains 14287 members 
Entering Unmasked Estep 
Score: -5121175.000000 Penalty: 5057.331055
	Iteration 93Q: 3 clusters Score -5121175 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12489 members 
Mstep: Class 2 contains 14313 members 
Entering Unmasked Estep 
Score: -5121175.000000 Penalty: 5057.331055
	Iteration 94Q: 3 clusters Score -5121175 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12473 members 
Mstep: Class 2 contains 14329 members 
Entering Unmasked Estep 
Score: -5121162.500000 Penalty: 5057.331055
	Iteration 95Q: 3 clusters Score -5121162 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12463 members 
Mstep: Class 2 contains 14339 members 
Entering Unmasked Estep 
Score: -5121170.500000 Penalty: 5057.331055
	Iteration 96Q: 3 clusters Score -5121170 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12450 members 
Mstep: Class 2 contains 14352 members 
Entering Unmasked Estep 
Score: -5121165.000000 Penalty: 5057.331055
	Iteration 97Q: 3 clusters Score -5121165 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12434 members 
Mstep: Class 2 contains 14368 members 
Entering Unmasked Estep 
Score: -5121163.500000 Penalty: 5057.331055
	Iteration 98Q: 3 clusters Score -5121164 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12416 members 
Mstep: Class 2 contains 14386 members 
Entering Unmasked Estep 
Score: -5121169.000000 Penalty: 5057.331055
	Iteration 99Q: 3 clusters Score -5121169 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12398 members 
Mstep: Class 2 contains 14404 members 
Entering Unmasked Estep 
Score: -5121158.500000 Penalty: 5057.331055
	Iteration 100F: 3 clusters Score -5121158 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12387 members 
Mstep: Class 2 contains 14415 members 
Entering Unmasked Estep 
Score: -5121165.500000 Penalty: 5057.331055
	Iteration 101Q: 3 clusters Score -5121166 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12371 members 
Mstep: Class 2 contains 14431 members 
Entering Unmasked Estep 
Score: -5121162.000000 Penalty: 5057.331055
	Iteration 102Q: 3 clusters Score -5121162 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12357 members 
Mstep: Class 2 contains 14445 members 
Entering Unmasked Estep 
Score: -5121162.000000 Penalty: 5057.331055
	Iteration 103Q: 3 clusters Score -5121162 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12345 members 
Mstep: Class 2 contains 14457 members 
Entering Unmasked Estep 
Score: -5121165.000000 Penalty: 5057.331055
	Iteration 104Q: 3 clusters Score -5121165 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12330 members 
Mstep: Class 2 contains 14472 members 
Entering Unmasked Estep 
Score: -5121152.500000 Penalty: 5057.331055
	Iteration 105Q: 3 clusters Score -5121152 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12315 members 
Mstep: Class 2 contains 14487 members 
Entering Unmasked Estep 
Score: -5121149.500000 Penalty: 5057.331055
	Iteration 106Q: 3 clusters Score -5121150 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12302 members 
Mstep: Class 2 contains 14500 members 
Entering Unmasked Estep 
Score: -5121152.500000 Penalty: 5057.331055
	Iteration 107Q: 3 clusters Score -5121152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12298 members 
Mstep: Class 2 contains 14504 members 
Entering Unmasked Estep 
Score: -5121152.500000 Penalty: 5057.331055
	Iteration 108Q: 3 clusters Score -5121152 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12294 members 
Mstep: Class 2 contains 14508 members 
Entering Unmasked Estep 
Score: -5121161.500000 Penalty: 5057.331055
	Iteration 109Q: 3 clusters Score -5121162 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12287 members 
Mstep: Class 2 contains 14515 members 
Entering Unmasked Estep 
Score: -5121164.500000 Penalty: 5057.331055
	Iteration 110Q: 3 clusters Score -5121164 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12277 members 
Mstep: Class 2 contains 14525 members 
Entering Unmasked Estep 
Score: -5121161.500000 Penalty: 5057.331055
	Iteration 111Q: 3 clusters Score -5121162 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12266 members 
Mstep: Class 2 contains 14536 members 
Entering Unmasked Estep 
Score: -5121168.000000 Penalty: 5057.331055
	Iteration 112Q: 3 clusters Score -5121168 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12257 members 
Mstep: Class 2 contains 14545 members 
Entering Unmasked Estep 
Score: -5121173.500000 Penalty: 5057.331055
	Iteration 113Q: 3 clusters Score -5121174 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12245 members 
Mstep: Class 2 contains 14557 members 
Entering Unmasked Estep 
Score: -5121172.000000 Penalty: 5057.331055
	Iteration 114Q: 3 clusters Score -5121172 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12235 members 
Mstep: Class 2 contains 14567 members 
Entering Unmasked Estep 
Score: -5121172.500000 Penalty: 5057.331055
	Iteration 115Q: 3 clusters Score -5121172 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12224 members 
Mstep: Class 2 contains 14578 members 
Entering Unmasked Estep 
Score: -5121177.500000 Penalty: 5057.331055
	Iteration 116Q: 3 clusters Score -5121178 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12216 members 
Mstep: Class 2 contains 14586 members 
Entering Unmasked Estep 
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	Iteration 117Q: 3 clusters Score -5121177 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 14595 members 
Entering Unmasked Estep 
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	Iteration 118Q: 3 clusters Score -5121174 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12196 members 
Mstep: Class 2 contains 14606 members 
Entering Unmasked Estep 
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	Iteration 119Q: 3 clusters Score -5121178 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12179 members 
Mstep: Class 2 contains 14623 members 
Entering Unmasked Estep 
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	Iteration 120F: 3 clusters Score -5121178 nChanged 15
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12166 members 
Mstep: Class 2 contains 14636 members 
Entering Unmasked Estep 
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	Iteration 121Q: 3 clusters Score -5121180 nChanged 17
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12149 members 
Mstep: Class 2 contains 14653 members 
Entering Unmasked Estep 
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	Iteration 122Q: 3 clusters Score -5121181 nChanged 19
Entering Unmasked Mstep 
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Mstep: Class 1 contains 12130 members 
Mstep: Class 2 contains 14672 members 
Entering Unmasked Estep 
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	Iteration 123Q: 3 clusters Score -5121175 nChanged 13
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Mstep: Class 2 contains 14685 members 
Entering Unmasked Estep 
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	Iteration 124Q: 3 clusters Score -5121180 nChanged 13
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Mstep: Class 2 contains 14698 members 
Entering Unmasked Estep 
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	Iteration 125Q: 3 clusters Score -5121184 nChanged 17
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Mstep: Class 2 contains 14715 members 
Entering Unmasked Estep 
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	Iteration 126Q: 3 clusters Score -5121171 nChanged 16
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Entering Unmasked Estep 
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	Iteration 127Q: 3 clusters Score -5121170 nChanged 22
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Mstep: Class 2 contains 14753 members 
Entering Unmasked Estep 
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	Iteration 128Q: 3 clusters Score -5121166 nChanged 15
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Mstep: Class 2 contains 14768 members 
Entering Unmasked Estep 
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	Iteration 129Q: 3 clusters Score -5121163 nChanged 16
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Mstep: Class 1 contains 12018 members 
Mstep: Class 2 contains 14784 members 
Entering Unmasked Estep 
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	Iteration 130Q: 3 clusters Score -5121174 nChanged 19
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Mstep: Class 1 contains 11999 members 
Mstep: Class 2 contains 14803 members 
Entering Unmasked Estep 
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	Iteration 131Q: 3 clusters Score -5121177 nChanged 25
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Mstep: Class 2 contains 14828 members 
Entering Unmasked Estep 
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	Iteration 132Q: 3 clusters Score -5121180 nChanged 17
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Mstep: Class 1 contains 11957 members 
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Entering Unmasked Estep 
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	Iteration 133Q: 3 clusters Score -5121180 nChanged 14
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Entering Unmasked Estep 
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	Iteration 134Q: 3 clusters Score -5121186 nChanged 14
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Mstep: Class 1 contains 11929 members 
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Entering Unmasked Estep 
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	Iteration 135Q: 3 clusters Score -5121180 nChanged 18
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Entering Unmasked Estep 
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	Iteration 136Q: 3 clusters Score -5121176 nChanged 24
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Mstep: Class 2 contains 14915 members 
Entering Unmasked Estep 
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	Iteration 137Q: 3 clusters Score -5121176 nChanged 31
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Mstep: Class 2 contains 14946 members 
Entering Unmasked Estep 
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	Iteration 138Q: 3 clusters Score -5121178 nChanged 28
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Mstep: Class 1 contains 11828 members 
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	Iteration 139Q: 3 clusters Score -5121174 nChanged 27
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Mstep: Class 2 contains 14999 members 
Entering Unmasked Estep 
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	Iteration 140F: 3 clusters Score -5121168 nChanged 26
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Mstep: Class 2 contains 15025 members 
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	Iteration 141Q: 3 clusters Score -5121167 nChanged 28
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Entering Unmasked Estep 
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	Iteration 142Q: 3 clusters Score -5121174 nChanged 33
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Mstep: Class 1 contains 11716 members 
Mstep: Class 2 contains 15086 members 
Entering Unmasked Estep 
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	Iteration 143Q: 3 clusters Score -5121174 nChanged 33
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Mstep: Class 1 contains 11683 members 
Mstep: Class 2 contains 15119 members 
Entering Unmasked Estep 
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	Iteration 144Q: 3 clusters Score -5121164 nChanged 35
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Mstep: Class 2 contains 15154 members 
Entering Unmasked Estep 
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	Iteration 145Q: 3 clusters Score -5121183 nChanged 45
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Mstep: Class 2 contains 15199 members 
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	Iteration 146Q: 3 clusters Score -5121192 nChanged 33
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Entering Unmasked Estep 
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	Iteration 147Q: 3 clusters Score -5121203 nChanged 29
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Entering Unmasked Estep 
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	Iteration 148Q: 3 clusters Score -5121212 nChanged 36
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	Iteration 149Q: 3 clusters Score -5121204 nChanged 32
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Mstep: Class 1 contains 11473 members 
Mstep: Class 2 contains 15329 members 
Entering Unmasked Estep 
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	Iteration 150Q: 3 clusters Score -5121200 nChanged 37
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Mstep: Class 2 contains 15366 members 
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	Iteration 151Q: 3 clusters Score -5121203 nChanged 46
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Mstep: Class 2 contains 15412 members 
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	Iteration 152Q: 3 clusters Score -5121198 nChanged 51
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Mstep: Class 1 contains 11339 members 
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Entering Unmasked Estep 
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	Iteration 153Q: 3 clusters Score -5121186 nChanged 31
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	Iteration 154Q: 3 clusters Score -5121193 nChanged 35
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	Iteration 155Q: 3 clusters Score -5121188 nChanged 22
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	Iteration 156Q: 3 clusters Score -5121200 nChanged 22
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	Iteration 157Q: 3 clusters Score -5121209 nChanged 24
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Mstep: Class 1 contains 11205 members 
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	Iteration 158Q: 3 clusters Score -5121208 nChanged 29
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Mstep: Class 1 contains 11176 members 
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	Iteration 159Q: 3 clusters Score -5121202 nChanged 34
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Mstep: Class 1 contains 11142 members 
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	Iteration 160F: 3 clusters Score -5121200 nChanged 39
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Mstep: Class 1 contains 11103 members 
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	Iteration 161Q: 3 clusters Score -5121209 nChanged 42
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Mstep: Class 1 contains 11061 members 
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	Iteration 162Q: 3 clusters Score -5121210 nChanged 40
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Mstep: Class 1 contains 11021 members 
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	Iteration 163Q: 3 clusters Score -5121204 nChanged 35
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Mstep: Class 1 contains 10986 members 
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	Iteration 164Q: 3 clusters Score -5121214 nChanged 35
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Mstep: Class 1 contains 10951 members 
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	Iteration 165Q: 3 clusters Score -5121214 nChanged 32
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	Iteration 166Q: 3 clusters Score -5121214 nChanged 34
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	Iteration 167Q: 3 clusters Score -5121212 nChanged 32
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	Iteration 168Q: 3 clusters Score -5121210 nChanged 40
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	Iteration 169Q: 3 clusters Score -5121218 nChanged 44
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	Iteration 170Q: 3 clusters Score -5121218 nChanged 40
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	Iteration 171Q: 3 clusters Score -5121211 nChanged 32
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	Iteration 172Q: 3 clusters Score -5121222 nChanged 32
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Mstep: Class 1 contains 10667 members 
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Entering Unmasked Estep 
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	Iteration 173Q: 3 clusters Score -5121220 nChanged 40
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Mstep: Class 1 contains 10627 members 
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Entering Unmasked Estep 
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	Iteration 174Q: 3 clusters Score -5121216 nChanged 27
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Mstep: Class 1 contains 10602 members 
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Entering Unmasked Estep 
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	Iteration 175Q: 3 clusters Score -5121208 nChanged 28
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Mstep: Class 2 contains 16228 members 
Entering Unmasked Estep 
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	Iteration 176Q: 3 clusters Score -5121224 nChanged 31
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Mstep: Class 1 contains 10543 members 
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Entering Unmasked Estep 
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	Iteration 177Q: 3 clusters Score -5121228 nChanged 31
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Mstep: Class 1 contains 10512 members 
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	Iteration 178Q: 3 clusters Score -5121214 nChanged 45
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Mstep: Class 1 contains 10467 members 
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	Iteration 179Q: 3 clusters Score -5121220 nChanged 44
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Mstep: Class 1 contains 10423 members 
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Entering Unmasked Estep 
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	Iteration 180F: 3 clusters Score -5121234 nChanged 37
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10386 members 
Mstep: Class 2 contains 16416 members 
Entering Unmasked Estep 
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	Iteration 181Q: 3 clusters Score -5121229 nChanged 31
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Mstep: Class 1 contains 10355 members 
Mstep: Class 2 contains 16447 members 
Entering Unmasked Estep 
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	Iteration 182Q: 3 clusters Score -5121226 nChanged 25
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Mstep: Class 1 contains 10330 members 
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	Iteration 183Q: 3 clusters Score -5121220 nChanged 21
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	Iteration 184Q: 3 clusters Score -5121230 nChanged 22
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	Iteration 185Q: 3 clusters Score -5121234 nChanged 29
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	Iteration 186Q: 3 clusters Score -5121246 nChanged 15
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Mstep: Class 2 contains 16559 members 
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	Iteration 187Q: 3 clusters Score -5121248 nChanged 14
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Mstep: Class 1 contains 10229 members 
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	Iteration 188Q: 3 clusters Score -5121250 nChanged 18
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Entering Unmasked Estep 
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	Iteration 189Q: 3 clusters Score -5121242 nChanged 28
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	Iteration 190Q: 3 clusters Score -5121245 nChanged 16
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Mstep: Class 1 contains 10167 members 
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Entering Unmasked Estep 
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	Iteration 191Q: 3 clusters Score -5121242 nChanged 12
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Mstep: Class 1 contains 10157 members 
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	Iteration 192Q: 3 clusters Score -5121242 nChanged 13
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	Iteration 193Q: 3 clusters Score -5121230 nChanged 9
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	Iteration 194Q: 3 clusters Score -5121235 nChanged 5
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Mstep: Class 1 contains 10130 members 
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	Iteration 195Q: 3 clusters Score -5121242 nChanged 8
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Mstep: Class 1 contains 10124 members 
Mstep: Class 2 contains 16678 members 
Entering Unmasked Estep 
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	Iteration 196Q: 3 clusters Score -5121238 nChanged 5
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Mstep: Class 1 contains 10119 members 
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Entering Unmasked Estep 
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	Iteration 197Q: 3 clusters Score -5121236 nChanged 8
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	Iteration 198Q: 3 clusters Score -5121235 nChanged 9
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Mstep: Class 1 contains 10102 members 
Mstep: Class 2 contains 16700 members 
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	Iteration 199Q: 3 clusters Score -5121238 nChanged 5
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Mstep: Class 1 contains 10097 members 
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Entering Unmasked Estep 
Score: -5121237.500000 Penalty: 5057.331055
	Iteration 200F: 3 clusters Score -5121238 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10092 members 
Mstep: Class 2 contains 16710 members 
Entering Unmasked Estep 
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	Iteration 201Q: 3 clusters Score -5121238 nChanged 5
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Mstep: Class 1 contains 10087 members 
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	Iteration 202Q: 3 clusters Score -5121238 nChanged 6
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Mstep: Class 1 contains 10081 members 
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	Iteration 203Q: 3 clusters Score -5121238 nChanged 4
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	Iteration 204Q: 3 clusters Score -5121239 nChanged 3
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	Iteration 205Q: 3 clusters Score -5121241 nChanged 4
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	Iteration 206Q: 3 clusters Score -5121248 nChanged 5
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	Iteration 207Q: 3 clusters Score -5121249 nChanged 6
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Entering Unmasked Estep 
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	Iteration 208Q: 3 clusters Score -5121246 nChanged 10
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	Iteration 209Q: 3 clusters Score -5121247 nChanged 11
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Entering Unmasked Estep 
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	Iteration 210Q: 3 clusters Score -5121252 nChanged 12
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10026 members 
Mstep: Class 2 contains 16776 members 
Entering Unmasked Estep 
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	Iteration 211Q: 3 clusters Score -5121250 nChanged 13
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10013 members 
Mstep: Class 2 contains 16789 members 
Entering Unmasked Estep 
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	Iteration 212Q: 3 clusters Score -5121255 nChanged 11
Entering Unmasked Mstep 
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Mstep: Class 1 contains 10004 members 
Mstep: Class 2 contains 16798 members 
Entering Unmasked Estep 
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	Iteration 213Q: 3 clusters Score -5121256 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9995 members 
Mstep: Class 2 contains 16807 members 
Entering Unmasked Estep 
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	Iteration 214Q: 3 clusters Score -5121261 nChanged 10
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9985 members 
Mstep: Class 2 contains 16817 members 
Entering Unmasked Estep 
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	Iteration 215Q: 3 clusters Score -5121264 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9974 members 
Mstep: Class 2 contains 16828 members 
Entering Unmasked Estep 
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	Iteration 216Q: 3 clusters Score -5121272 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9962 members 
Mstep: Class 2 contains 16840 members 
Entering Unmasked Estep 
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	Iteration 217Q: 3 clusters Score -5121260 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9948 members 
Mstep: Class 2 contains 16854 members 
Entering Unmasked Estep 
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	Iteration 218Q: 3 clusters Score -5121260 nChanged 10
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Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9938 members 
Mstep: Class 2 contains 16864 members 
Entering Unmasked Estep 
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	Iteration 219Q: 3 clusters Score -5121252 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9928 members 
Mstep: Class 2 contains 16874 members 
Entering Unmasked Estep 
Score: -5121246.000000 Penalty: 5057.331055
	Iteration 220F: 3 clusters Score -5121246 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9915 members 
Mstep: Class 2 contains 16887 members 
Entering Unmasked Estep 
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	Iteration 221Q: 3 clusters Score -5121248 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9908 members 
Mstep: Class 2 contains 16894 members 
Entering Unmasked Estep 
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	Iteration 222Q: 3 clusters Score -5121252 nChanged 5
Entering Unmasked Mstep 
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Mstep: Class 1 contains 9903 members 
Mstep: Class 2 contains 16899 members 
Entering Unmasked Estep 
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	Iteration 223Q: 3 clusters Score -5121246 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9899 members 
Mstep: Class 2 contains 16903 members 
Entering Unmasked Estep 
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	Iteration 224Q: 3 clusters Score -5121244 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9891 members 
Mstep: Class 2 contains 16911 members 
Entering Unmasked Estep 
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	Iteration 225Q: 3 clusters Score -5121244 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9877 members 
Mstep: Class 2 contains 16925 members 
Entering Unmasked Estep 
Score: -5121249.000000 Penalty: 5057.331055
	Iteration 226Q: 3 clusters Score -5121249 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9865 members 
Mstep: Class 2 contains 16937 members 
Entering Unmasked Estep 
Score: -5121242.500000 Penalty: 5057.331055
	Iteration 227Q: 3 clusters Score -5121242 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9847 members 
Mstep: Class 2 contains 16955 members 
Entering Unmasked Estep 
Score: -5121247.500000 Penalty: 5057.331055
	Iteration 228Q: 3 clusters Score -5121248 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9830 members 
Mstep: Class 2 contains 16972 members 
Entering Unmasked Estep 
Score: -5121253.500000 Penalty: 5057.331055
	Iteration 229Q: 3 clusters Score -5121254 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9811 members 
Mstep: Class 2 contains 16991 members 
Entering Unmasked Estep 
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	Iteration 230Q: 3 clusters Score -5121252 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9791 members 
Mstep: Class 2 contains 17011 members 
Entering Unmasked Estep 
Score: -5121245.000000 Penalty: 5057.331055
	Iteration 231Q: 3 clusters Score -5121245 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9757 members 
Mstep: Class 2 contains 17045 members 
Entering Unmasked Estep 
Score: -5121253.500000 Penalty: 5057.331055
	Iteration 232Q: 3 clusters Score -5121254 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9713 members 
Mstep: Class 2 contains 17089 members 
Entering Unmasked Estep 
Score: -5121251.000000 Penalty: 5057.331055
	Iteration 233Q: 3 clusters Score -5121251 nChanged 63
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9650 members 
Mstep: Class 2 contains 17152 members 
Entering Unmasked Estep 
Score: -5121248.500000 Penalty: 5057.331055
	Iteration 234Q: 3 clusters Score -5121248 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9596 members 
Mstep: Class 2 contains 17206 members 
Entering Unmasked Estep 
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	Iteration 235Q: 3 clusters Score -5121244 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9549 members 
Mstep: Class 2 contains 17253 members 
Entering Unmasked Estep 
Score: -5121254.500000 Penalty: 5057.331055
	Iteration 236Q: 3 clusters Score -5121254 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9497 members 
Mstep: Class 2 contains 17305 members 
Entering Unmasked Estep 
Score: -5121267.500000 Penalty: 5057.331055
	Iteration 237Q: 3 clusters Score -5121268 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9450 members 
Mstep: Class 2 contains 17352 members 
Entering Unmasked Estep 
Score: -5121264.500000 Penalty: 5057.331055
	Iteration 238Q: 3 clusters Score -5121264 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9415 members 
Mstep: Class 2 contains 17387 members 
Entering Unmasked Estep 
Score: -5121269.000000 Penalty: 5057.331055
	Iteration 239Q: 3 clusters Score -5121269 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9377 members 
Mstep: Class 2 contains 17425 members 
Entering Unmasked Estep 
Score: -5121270.500000 Penalty: 5057.331055
	Iteration 240F: 3 clusters Score -5121270 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9349 members 
Mstep: Class 2 contains 17453 members 
Entering Unmasked Estep 
Score: -5121263.500000 Penalty: 5057.331055
	Iteration 241Q: 3 clusters Score -5121264 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9322 members 
Mstep: Class 2 contains 17480 members 
Entering Unmasked Estep 
Score: -5121274.500000 Penalty: 5057.331055
	Iteration 242Q: 3 clusters Score -5121274 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9295 members 
Mstep: Class 2 contains 17507 members 
Entering Unmasked Estep 
Score: -5121272.500000 Penalty: 5057.331055
	Iteration 243Q: 3 clusters Score -5121272 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9275 members 
Mstep: Class 2 contains 17527 members 
Entering Unmasked Estep 
Score: -5121277.000000 Penalty: 5057.331055
	Iteration 244Q: 3 clusters Score -5121277 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9262 members 
Mstep: Class 2 contains 17540 members 
Entering Unmasked Estep 
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	Iteration 245Q: 3 clusters Score -5121288 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9245 members 
Mstep: Class 2 contains 17557 members 
Entering Unmasked Estep 
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	Iteration 246Q: 3 clusters Score -5121280 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9232 members 
Mstep: Class 2 contains 17570 members 
Entering Unmasked Estep 
Score: -5121279.500000 Penalty: 5057.331055
	Iteration 247Q: 3 clusters Score -5121280 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9222 members 
Mstep: Class 2 contains 17580 members 
Entering Unmasked Estep 
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	Iteration 248Q: 3 clusters Score -5121279 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9211 members 
Mstep: Class 2 contains 17591 members 
Entering Unmasked Estep 
Score: -5121276.500000 Penalty: 5057.331055
	Iteration 249Q: 3 clusters Score -5121276 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9201 members 
Mstep: Class 2 contains 17601 members 
Entering Unmasked Estep 
Score: -5121276.500000 Penalty: 5057.331055
	Iteration 250Q: 3 clusters Score -5121276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9188 members 
Mstep: Class 2 contains 17614 members 
Entering Unmasked Estep 
Score: -5121282.500000 Penalty: 5057.331055
	Iteration 251Q: 3 clusters Score -5121282 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9177 members 
Mstep: Class 2 contains 17625 members 
Entering Unmasked Estep 
Score: -5121283.500000 Penalty: 5057.331055
	Iteration 252Q: 3 clusters Score -5121284 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9163 members 
Mstep: Class 2 contains 17639 members 
Entering Unmasked Estep 
Score: -5121286.000000 Penalty: 5057.331055
	Iteration 253Q: 3 clusters Score -5121286 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9152 members 
Mstep: Class 2 contains 17650 members 
Entering Unmasked Estep 
Score: -5121284.000000 Penalty: 5057.331055
	Iteration 254Q: 3 clusters Score -5121284 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9139 members 
Mstep: Class 2 contains 17663 members 
Entering Unmasked Estep 
Score: -5121282.000000 Penalty: 5057.331055
	Iteration 255Q: 3 clusters Score -5121282 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9129 members 
Mstep: Class 2 contains 17673 members 
Entering Unmasked Estep 
Score: -5121277.000000 Penalty: 5057.331055
	Iteration 256Q: 3 clusters Score -5121277 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9117 members 
Mstep: Class 2 contains 17685 members 
Entering Unmasked Estep 
Score: -5121286.500000 Penalty: 5057.331055
	Iteration 257Q: 3 clusters Score -5121286 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9110 members 
Mstep: Class 2 contains 17692 members 
Entering Unmasked Estep 
Score: -5121280.000000 Penalty: 5057.331055
	Iteration 258Q: 3 clusters Score -5121280 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9101 members 
Mstep: Class 2 contains 17701 members 
Entering Unmasked Estep 
Score: -5121282.500000 Penalty: 5057.331055
	Iteration 259Q: 3 clusters Score -5121282 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9092 members 
Mstep: Class 2 contains 17710 members 
Entering Unmasked Estep 
Score: -5121271.500000 Penalty: 5057.331055
	Iteration 260F: 3 clusters Score -5121272 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9081 members 
Mstep: Class 2 contains 17721 members 
Entering Unmasked Estep 
Score: -5121278.500000 Penalty: 5057.331055
	Iteration 261Q: 3 clusters Score -5121278 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9073 members 
Mstep: Class 2 contains 17729 members 
Entering Unmasked Estep 
Score: -5121280.000000 Penalty: 5057.331055
	Iteration 262Q: 3 clusters Score -5121280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9066 members 
Mstep: Class 2 contains 17736 members 
Entering Unmasked Estep 
Score: -5121282.500000 Penalty: 5057.331055
	Iteration 263Q: 3 clusters Score -5121282 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9063 members 
Mstep: Class 2 contains 17739 members 
Entering Unmasked Estep 
Score: -5121292.000000 Penalty: 5057.331055
	Iteration 264Q: 3 clusters Score -5121292 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9062 members 
Mstep: Class 2 contains 17740 members 
Entering Unmasked Estep 
Score: -5121291.000000 Penalty: 5057.331055
	Iteration 265Q: 3 clusters Score -5121291 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9060 members 
Mstep: Class 2 contains 17742 members 
Entering Unmasked Estep 
Score: -5121293.500000 Penalty: 5057.331055
	Iteration 266Q: 3 clusters Score -5121294 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9057 members 
Mstep: Class 2 contains 17745 members 
Entering Unmasked Estep 
Score: -5121287.500000 Penalty: 5057.331055
	Iteration 267Q: 3 clusters Score -5121288 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9048 members 
Mstep: Class 2 contains 17754 members 
Entering Unmasked Estep 
Score: -5121278.000000 Penalty: 5057.331055
	Iteration 268Q: 3 clusters Score -5121278 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9038 members 
Mstep: Class 2 contains 17764 members 
Entering Unmasked Estep 
Score: -5121286.500000 Penalty: 5057.331055
	Iteration 269Q: 3 clusters Score -5121286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9025 members 
Mstep: Class 2 contains 17777 members 
Entering Unmasked Estep 
Score: -5121278.500000 Penalty: 5057.331055
	Iteration 270Q: 3 clusters Score -5121278 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9010 members 
Mstep: Class 2 contains 17792 members 
Entering Unmasked Estep 
Score: -5121278.500000 Penalty: 5057.331055
	Iteration 271Q: 3 clusters Score -5121278 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8990 members 
Mstep: Class 2 contains 17812 members 
Entering Unmasked Estep 
Score: -5121270.000000 Penalty: 5057.331055
	Iteration 272Q: 3 clusters Score -5121270 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8971 members 
Mstep: Class 2 contains 17831 members 
Entering Unmasked Estep 
Score: -5121272.000000 Penalty: 5057.331055
	Iteration 273Q: 3 clusters Score -5121272 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8954 members 
Mstep: Class 2 contains 17848 members 
Entering Unmasked Estep 
Score: -5121261.500000 Penalty: 5057.331055
	Iteration 274Q: 3 clusters Score -5121262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8934 members 
Mstep: Class 2 contains 17868 members 
Entering Unmasked Estep 
Score: -5121270.500000 Penalty: 5057.331055
	Iteration 275Q: 3 clusters Score -5121270 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8922 members 
Mstep: Class 2 contains 17880 members 
Entering Unmasked Estep 
Score: -5121270.000000 Penalty: 5057.331055
	Iteration 276Q: 3 clusters Score -5121270 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8904 members 
Mstep: Class 2 contains 17898 members 
Entering Unmasked Estep 
Score: -5121276.000000 Penalty: 5057.331055
	Iteration 277Q: 3 clusters Score -5121276 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8888 members 
Mstep: Class 2 contains 17914 members 
Entering Unmasked Estep 
Score: -5121277.000000 Penalty: 5057.331055
	Iteration 278Q: 3 clusters Score -5121277 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8871 members 
Mstep: Class 2 contains 17931 members 
Entering Unmasked Estep 
Score: -5121283.000000 Penalty: 5057.331055
	Iteration 279Q: 3 clusters Score -5121283 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8857 members 
Mstep: Class 2 contains 17945 members 
Entering Unmasked Estep 
Score: -5121283.500000 Penalty: 5057.331055
	Iteration 280F: 3 clusters Score -5121284 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8840 members 
Mstep: Class 2 contains 17962 members 
Entering Unmasked Estep 
Score: -5121283.500000 Penalty: 5057.331055
	Iteration 281Q: 3 clusters Score -5121284 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8821 members 
Mstep: Class 2 contains 17981 members 
Entering Unmasked Estep 
Score: -5121282.000000 Penalty: 5057.331055
	Iteration 282Q: 3 clusters Score -5121282 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8805 members 
Mstep: Class 2 contains 17997 members 
Entering Unmasked Estep 
Score: -5121272.000000 Penalty: 5057.331055
	Iteration 283Q: 3 clusters Score -5121272 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8790 members 
Mstep: Class 2 contains 18012 members 
Entering Unmasked Estep 
Score: -5121284.000000 Penalty: 5057.331055
	Iteration 284Q: 3 clusters Score -5121284 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8775 members 
Mstep: Class 2 contains 18027 members 
Entering Unmasked Estep 
Score: -5121283.000000 Penalty: 5057.331055
	Iteration 285Q: 3 clusters Score -5121283 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8759 members 
Mstep: Class 2 contains 18043 members 
Entering Unmasked Estep 
Score: -5121281.000000 Penalty: 5057.331055
	Iteration 286Q: 3 clusters Score -5121281 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8747 members 
Mstep: Class 2 contains 18055 members 
Entering Unmasked Estep 
Score: -5121284.500000 Penalty: 5057.331055
	Iteration 287Q: 3 clusters Score -5121284 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8739 members 
Mstep: Class 2 contains 18063 members 
Entering Unmasked Estep 
Score: -5121285.000000 Penalty: 5057.331055
	Iteration 288Q: 3 clusters Score -5121285 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8731 members 
Mstep: Class 2 contains 18071 members 
Entering Unmasked Estep 
Score: -5121282.500000 Penalty: 5057.331055
	Iteration 289Q: 3 clusters Score -5121282 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8726 members 
Mstep: Class 2 contains 18076 members 
Entering Unmasked Estep 
Score: -5121293.500000 Penalty: 5057.331055
	Iteration 290Q: 3 clusters Score -5121294 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8722 members 
Mstep: Class 2 contains 18080 members 
Entering Unmasked Estep 
Score: -5121291.000000 Penalty: 5057.331055
	Iteration 291Q: 3 clusters Score -5121291 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8718 members 
Mstep: Class 2 contains 18084 members 
Entering Unmasked Estep 
Score: -5121288.500000 Penalty: 5057.331055
	Iteration 292Q: 3 clusters Score -5121288 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8713 members 
Mstep: Class 2 contains 18089 members 
Entering Unmasked Estep 
Score: -5121289.000000 Penalty: 5057.331055
	Iteration 293Q: 3 clusters Score -5121289 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8707 members 
Mstep: Class 2 contains 18095 members 
Entering Unmasked Estep 
Score: -5121292.000000 Penalty: 5057.331055
	Iteration 294Q: 3 clusters Score -5121292 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8703 members 
Mstep: Class 2 contains 18099 members 
Entering Unmasked Estep 
Score: -5121290.500000 Penalty: 5057.331055
	Iteration 295Q: 3 clusters Score -5121290 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8702 members 
Mstep: Class 2 contains 18100 members 
Entering Unmasked Estep 
Score: -5121285.500000 Penalty: 5057.331055
	Iteration 296Q: 3 clusters Score -5121286 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -5121290.000000 Penalty: 5057.331055
	Iteration 297Q: 3 clusters Score -5121290 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
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	Iteration 298Q: 3 clusters Score -5121290 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8700 members 
Mstep: Class 2 contains 18102 members 
Entering Unmasked Estep 
Score: -5121290.000000 Penalty: 5057.331055
	Iteration 299F: 3 clusters Score -5121290 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 24 (2487 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2487 members 
Entering Unmasked Estep 
Score: -481676.625000 Penalty: 1939.070435
	Iteration 0F: 2 clusters Score -481676.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 1218 members 
Entering Unmasked Estep 
Score: -478722.375000 Penalty: 3878.140869
	Iteration 0F: 3 clusters Score -478722.4 nChanged 836
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1333 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -479315.000000 Penalty: 3878.140869
	Iteration 1F: 3 clusters Score -479315 nChanged 187
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -479455.281250 Penalty: 3878.140869
	Iteration 2F: 3 clusters Score -479455.3 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1346 members 
Mstep: Class 2 contains 1141 members 
Entering Unmasked Estep 
Score: -479515.031250 Penalty: 3878.140869
	Iteration 3Q: 3 clusters Score -479515 nChanged 60
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1348 members 
Mstep: Class 2 contains 1139 members 
Entering Unmasked Estep 
Score: -479558.812500 Penalty: 3878.140869
	Iteration 4Q: 3 clusters Score -479558.8 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1350 members 
Mstep: Class 2 contains 1137 members 
Entering Unmasked Estep 
Score: -479591.062500 Penalty: 3878.140869
	Iteration 5Q: 3 clusters Score -479591.1 nChanged 35
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1357 members 
Mstep: Class 2 contains 1130 members 
Entering Unmasked Estep 
Score: -479613.375000 Penalty: 3878.140869
	Iteration 6Q: 3 clusters Score -479613.4 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1362 members 
Mstep: Class 2 contains 1125 members 
Entering Unmasked Estep 
Score: -479624.968750 Penalty: 3878.140869
	Iteration 7Q: 3 clusters Score -479625 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1366 members 
Mstep: Class 2 contains 1121 members 
Entering Unmasked Estep 
Score: -479635.812500 Penalty: 3878.140869
	Iteration 8Q: 3 clusters Score -479635.8 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1369 members 
Mstep: Class 2 contains 1118 members 
Entering Unmasked Estep 
Score: -479643.625000 Penalty: 3878.140869
	Iteration 9Q: 3 clusters Score -479643.6 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1368 members 
Mstep: Class 2 contains 1119 members 
Entering Unmasked Estep 
Score: -479648.812500 Penalty: 3878.140869
	Iteration 10Q: 3 clusters Score -479648.8 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -479652.937500 Penalty: 3878.140869
	Iteration 11Q: 3 clusters Score -479652.9 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -479656.250000 Penalty: 3878.140869
	Iteration 12Q: 3 clusters Score -479656.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1374 members 
Mstep: Class 2 contains 1113 members 
Entering Unmasked Estep 
Score: -479657.906250 Penalty: 3878.140869
	Iteration 13Q: 3 clusters Score -479657.9 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1376 members 
Mstep: Class 2 contains 1111 members 
Entering Unmasked Estep 
Score: -479659.218750 Penalty: 3878.140869
	Iteration 14Q: 3 clusters Score -479659.2 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1377 members 
Mstep: Class 2 contains 1110 members 
Entering Unmasked Estep 
Score: -479660.625000 Penalty: 3878.140869
	Iteration 15Q: 3 clusters Score -479660.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1375 members 
Mstep: Class 2 contains 1112 members 
Entering Unmasked Estep 
Score: -479663.656250 Penalty: 3878.140869
	Iteration 16Q: 3 clusters Score -479663.7 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -479665.000000 Penalty: 3878.140869
	Iteration 17Q: 3 clusters Score -479665 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -479666.406250 Penalty: 3878.140869
	Iteration 18Q: 3 clusters Score -479666.4 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1372 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -479666.406250 Penalty: 3878.140869
	Iteration 19F: 3 clusters Score -479666.4 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 25 (6878 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6878 members 
Entering Unmasked Estep 
Score: -1253988.625000 Penalty: 2191.348633
	Iteration 0F: 2 clusters Score -1253989 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3395 members 
Mstep: Class 2 contains 3483 members 
Entering Unmasked Estep 
Score: -1248335.250000 Penalty: 4382.697266
	Iteration 0F: 3 clusters Score -1248335 nChanged 2702
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3321 members 
Mstep: Class 2 contains 3557 members 
Entering Unmasked Estep 
Score: -1249807.750000 Penalty: 4382.697266
	Iteration 1F: 3 clusters Score -1249808 nChanged 486
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3319 members 
Mstep: Class 2 contains 3559 members 
Entering Unmasked Estep 
Score: -1250080.750000 Penalty: 4382.697266
	Iteration 2F: 3 clusters Score -1250081 nChanged 374
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3341 members 
Mstep: Class 2 contains 3537 members 
Entering Unmasked Estep 
Score: -1250272.500000 Penalty: 4382.697266
	Iteration 3F: 3 clusters Score -1250272 nChanged 258
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3371 members 
Mstep: Class 2 contains 3507 members 
Entering Unmasked Estep 
Score: -1250441.125000 Penalty: 4382.697266
	Iteration 4Q: 3 clusters Score -1250441 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3381 members 
Mstep: Class 2 contains 3497 members 
Entering Unmasked Estep 
Score: -1250636.625000 Penalty: 4382.697266
	Iteration 5Q: 3 clusters Score -1250637 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3406 members 
Mstep: Class 2 contains 3472 members 
Entering Unmasked Estep 
Score: -1250894.375000 Penalty: 4382.697266
	Iteration 6Q: 3 clusters Score -1250894 nChanged 319
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3407 members 
Mstep: Class 2 contains 3471 members 
Entering Unmasked Estep 
Score: -1251154.625000 Penalty: 4382.697266
	Iteration 7Q: 3 clusters Score -1251155 nChanged 292
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3387 members 
Mstep: Class 2 contains 3491 members 
Entering Unmasked Estep 
Score: -1251372.625000 Penalty: 4382.697266
	Iteration 8Q: 3 clusters Score -1251373 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3344 members 
Mstep: Class 2 contains 3534 members 
Entering Unmasked Estep 
Score: -1251560.125000 Penalty: 4382.697266
	Iteration 9Q: 3 clusters Score -1251560 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3303 members 
Mstep: Class 2 contains 3575 members 
Entering Unmasked Estep 
Score: -1251698.375000 Penalty: 4382.697266
	Iteration 10Q: 3 clusters Score -1251698 nChanged 220
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3251 members 
Mstep: Class 2 contains 3627 members 
Entering Unmasked Estep 
Score: -1251808.125000 Penalty: 4382.697266
	Iteration 11Q: 3 clusters Score -1251808 nChanged 196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3189 members 
Mstep: Class 2 contains 3689 members 
Entering Unmasked Estep 
Score: -1251894.750000 Penalty: 4382.697266
	Iteration 12Q: 3 clusters Score -1251895 nChanged 159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3130 members 
Mstep: Class 2 contains 3748 members 
Entering Unmasked Estep 
Score: -1251961.875000 Penalty: 4382.697266
	Iteration 13Q: 3 clusters Score -1251962 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3083 members 
Mstep: Class 2 contains 3795 members 
Entering Unmasked Estep 
Score: -1252007.750000 Penalty: 4382.697266
	Iteration 14Q: 3 clusters Score -1252008 nChanged 122
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3019 members 
Mstep: Class 2 contains 3859 members 
Entering Unmasked Estep 
Score: -1252050.500000 Penalty: 4382.697266
	Iteration 15Q: 3 clusters Score -1252050 nChanged 104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2933 members 
Mstep: Class 2 contains 3945 members 
Entering Unmasked Estep 
Score: -1252086.750000 Penalty: 4382.697266
	Iteration 16Q: 3 clusters Score -1252087 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2862 members 
Mstep: Class 2 contains 4016 members 
Entering Unmasked Estep 
Score: -1252125.250000 Penalty: 4382.697266
	Iteration 17Q: 3 clusters Score -1252125 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2786 members 
Mstep: Class 2 contains 4092 members 
Entering Unmasked Estep 
Score: -1252174.750000 Penalty: 4382.697266
	Iteration 18Q: 3 clusters Score -1252175 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2686 members 
Mstep: Class 2 contains 4192 members 
Entering Unmasked Estep 
Score: -1252215.375000 Penalty: 4382.697266
	Iteration 19Q: 3 clusters Score -1252215 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2592 members 
Mstep: Class 2 contains 4286 members 
Entering Unmasked Estep 
Score: -1252255.500000 Penalty: 4382.697266
	Iteration 20F: 3 clusters Score -1252256 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2494 members 
Mstep: Class 2 contains 4384 members 
Entering Unmasked Estep 
Score: -1252298.000000 Penalty: 4382.697266
	Iteration 21Q: 3 clusters Score -1252298 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2375 members 
Mstep: Class 2 contains 4503 members 
Entering Unmasked Estep 
Score: -1252357.875000 Penalty: 4382.697266
	Iteration 22Q: 3 clusters Score -1252358 nChanged 125
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2258 members 
Mstep: Class 2 contains 4620 members 
Entering Unmasked Estep 
Score: -1252421.375000 Penalty: 4382.697266
	Iteration 23Q: 3 clusters Score -1252421 nChanged 134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2132 members 
Mstep: Class 2 contains 4746 members 
Entering Unmasked Estep 
Score: -1252495.500000 Penalty: 4382.697266
	Iteration 24Q: 3 clusters Score -1252496 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1986 members 
Mstep: Class 2 contains 4892 members 
Entering Unmasked Estep 
Score: -1252588.750000 Penalty: 4382.697266
	Iteration 25Q: 3 clusters Score -1252589 nChanged 155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1835 members 
Mstep: Class 2 contains 5043 members 
Entering Unmasked Estep 
Score: -1252684.625000 Penalty: 4382.697266
	Iteration 26Q: 3 clusters Score -1252685 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1698 members 
Mstep: Class 2 contains 5180 members 
Entering Unmasked Estep 
Score: -1252773.500000 Penalty: 4382.697266
	Iteration 27Q: 3 clusters Score -1252774 nChanged 121
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1583 members 
Mstep: Class 2 contains 5295 members 
Entering Unmasked Estep 
Score: -1252849.000000 Penalty: 4382.697266
	Iteration 28Q: 3 clusters Score -1252849 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1487 members 
Mstep: Class 2 contains 5391 members 
Entering Unmasked Estep 
Score: -1252911.500000 Penalty: 4382.697266
	Iteration 29Q: 3 clusters Score -1252912 nChanged 82
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1413 members 
Mstep: Class 2 contains 5465 members 
Entering Unmasked Estep 
Score: -1252966.250000 Penalty: 4382.697266
	Iteration 30Q: 3 clusters Score -1252966 nChanged 80
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1337 members 
Mstep: Class 2 contains 5541 members 
Entering Unmasked Estep 
Score: -1253012.750000 Penalty: 4382.697266
	Iteration 31Q: 3 clusters Score -1253013 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1282 members 
Mstep: Class 2 contains 5596 members 
Entering Unmasked Estep 
Score: -1253038.750000 Penalty: 4382.697266
	Iteration 32Q: 3 clusters Score -1253039 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1245 members 
Mstep: Class 2 contains 5633 members 
Entering Unmasked Estep 
Score: -1253053.875000 Penalty: 4382.697266
	Iteration 33Q: 3 clusters Score -1253054 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1215 members 
Mstep: Class 2 contains 5663 members 
Entering Unmasked Estep 
Score: -1253067.250000 Penalty: 4382.697266
	Iteration 34Q: 3 clusters Score -1253067 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1193 members 
Mstep: Class 2 contains 5685 members 
Entering Unmasked Estep 
Score: -1253078.500000 Penalty: 4382.697266
	Iteration 35Q: 3 clusters Score -1253078 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1173 members 
Mstep: Class 2 contains 5705 members 
Entering Unmasked Estep 
Score: -1253089.750000 Penalty: 4382.697266
	Iteration 36Q: 3 clusters Score -1253090 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1149 members 
Mstep: Class 2 contains 5729 members 
Entering Unmasked Estep 
Score: -1253098.375000 Penalty: 4382.697266
	Iteration 37Q: 3 clusters Score -1253098 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1127 members 
Mstep: Class 2 contains 5751 members 
Entering Unmasked Estep 
Score: -1253110.125000 Penalty: 4382.697266
	Iteration 38Q: 3 clusters Score -1253110 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1113 members 
Mstep: Class 2 contains 5765 members 
Entering Unmasked Estep 
Score: -1253113.625000 Penalty: 4382.697266
	Iteration 39Q: 3 clusters Score -1253114 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1099 members 
Mstep: Class 2 contains 5779 members 
Entering Unmasked Estep 
Score: -1253120.375000 Penalty: 4382.697266
	Iteration 40F: 3 clusters Score -1253120 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1088 members 
Mstep: Class 2 contains 5790 members 
Entering Unmasked Estep 
Score: -1253122.750000 Penalty: 4382.697266
	Iteration 41Q: 3 clusters Score -1253123 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1081 members 
Mstep: Class 2 contains 5797 members 
Entering Unmasked Estep 
Score: -1253124.750000 Penalty: 4382.697266
	Iteration 42Q: 3 clusters Score -1253125 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1072 members 
Mstep: Class 2 contains 5806 members 
Entering Unmasked Estep 
Score: -1253127.500000 Penalty: 4382.697266
	Iteration 43Q: 3 clusters Score -1253128 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1069 members 
Mstep: Class 2 contains 5809 members 
Entering Unmasked Estep 
Score: -1253128.250000 Penalty: 4382.697266
	Iteration 44Q: 3 clusters Score -1253128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1068 members 
Mstep: Class 2 contains 5810 members 
Entering Unmasked Estep 
Score: -1253127.500000 Penalty: 4382.697266
	Iteration 45Q: 3 clusters Score -1253128 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1067 members 
Mstep: Class 2 contains 5811 members 
Entering Unmasked Estep 
Score: -1253129.000000 Penalty: 4382.697266
	Iteration 46Q: 3 clusters Score -1253129 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1066 members 
Mstep: Class 2 contains 5812 members 
Entering Unmasked Estep 
Score: -1253130.750000 Penalty: 4382.697266
	Iteration 47Q: 3 clusters Score -1253131 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1065 members 
Mstep: Class 2 contains 5813 members 
Entering Unmasked Estep 
Score: -1253132.125000 Penalty: 4382.697266
	Iteration 48Q: 3 clusters Score -1253132 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 5815 members 
Entering Unmasked Estep 
Score: -1253133.250000 Penalty: 4382.697266
	Iteration 49Q: 3 clusters Score -1253133 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1253132.625000 Penalty: 4382.697266
	Iteration 50Q: 3 clusters Score -1253133 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1062 members 
Mstep: Class 2 contains 5816 members 
Entering Unmasked Estep 
Score: -1253132.625000 Penalty: 4382.697266
	Iteration 51F: 3 clusters Score -1253133 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 26 (41704 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 41704 members 
Entering Unmasked Estep 
Score: -8015223.000000 Penalty: 2638.311279
	Iteration 0F: 2 clusters Score -8015223 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20896 members 
Mstep: Class 2 contains 20808 members 
Entering Unmasked Estep 
Score: -7989014.500000 Penalty: 5276.622559
	Iteration 0F: 3 clusters Score -7989014 nChanged 19178
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 20516 members 
Entering Unmasked Estep 
Score: -7999421.500000 Penalty: 5276.622559
	Iteration 1F: 3 clusters Score -7999422 nChanged 1667
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21339 members 
Mstep: Class 2 contains 20365 members 
Entering Unmasked Estep 
Score: -7999873.500000 Penalty: 5276.622559
	Iteration 2Q: 3 clusters Score -7999874 nChanged 1506
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21529 members 
Mstep: Class 2 contains 20175 members 
Entering Unmasked Estep 
Score: -8000187.000000 Penalty: 5276.622559
	Iteration 3Q: 3 clusters Score -8000187 nChanged 1399
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21846 members 
Mstep: Class 2 contains 19858 members 
Entering Unmasked Estep 
Score: -8000561.000000 Penalty: 5276.622559
	Iteration 4Q: 3 clusters Score -8000561 nChanged 1336
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22226 members 
Mstep: Class 2 contains 19478 members 
Entering Unmasked Estep 
Score: -8000846.500000 Penalty: 5276.622559
	Iteration 5Q: 3 clusters Score -8000846 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22727 members 
Mstep: Class 2 contains 18977 members 
Entering Unmasked Estep 
Score: -8001198.000000 Penalty: 5276.622559
	Iteration 6Q: 3 clusters Score -8001198 nChanged 1362
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23403 members 
Mstep: Class 2 contains 18301 members 
Entering Unmasked Estep 
Score: -8001594.000000 Penalty: 5276.622559
	Iteration 7Q: 3 clusters Score -8001594 nChanged 1405
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24198 members 
Mstep: Class 2 contains 17506 members 
Entering Unmasked Estep 
Score: -8002008.500000 Penalty: 5276.622559
	Iteration 8Q: 3 clusters Score -8002008 nChanged 1509
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25175 members 
Mstep: Class 2 contains 16529 members 
Entering Unmasked Estep 
Score: -8002636.000000 Penalty: 5276.622559
	Iteration 9Q: 3 clusters Score -8002636 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26418 members 
Mstep: Class 2 contains 15286 members 
Entering Unmasked Estep 
Score: -8003502.000000 Penalty: 5276.622559
	Iteration 10Q: 3 clusters Score -8003502 nChanged 1957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27795 members 
Mstep: Class 2 contains 13909 members 
Entering Unmasked Estep 
Score: -8004632.000000 Penalty: 5276.622559
	Iteration 11Q: 3 clusters Score -8004632 nChanged 2103
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29152 members 
Mstep: Class 2 contains 12552 members 
Entering Unmasked Estep 
Score: -8006021.000000 Penalty: 5276.622559
	Iteration 12F: 3 clusters Score -8006021 nChanged 1997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30261 members 
Mstep: Class 2 contains 11443 members 
Entering Unmasked Estep 
Score: -8007472.000000 Penalty: 5276.622559
	Iteration 13Q: 3 clusters Score -8007472 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31064 members 
Mstep: Class 2 contains 10640 members 
Entering Unmasked Estep 
Score: -8008529.000000 Penalty: 5276.622559
	Iteration 14Q: 3 clusters Score -8008529 nChanged 1381
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31657 members 
Mstep: Class 2 contains 10047 members 
Entering Unmasked Estep 
Score: -8009170.500000 Penalty: 5276.622559
	Iteration 15Q: 3 clusters Score -8009170 nChanged 1054
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32115 members 
Mstep: Class 2 contains 9589 members 
Entering Unmasked Estep 
Score: -8009594.000000 Penalty: 5276.622559
	Iteration 16Q: 3 clusters Score -8009594 nChanged 790
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32539 members 
Mstep: Class 2 contains 9165 members 
Entering Unmasked Estep 
Score: -8009879.000000 Penalty: 5276.622559
	Iteration 17Q: 3 clusters Score -8009879 nChanged 582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 32893 members 
Mstep: Class 2 contains 8811 members 
Entering Unmasked Estep 
Score: -8010115.000000 Penalty: 5276.622559
	Iteration 18Q: 3 clusters Score -8010115 nChanged 513
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33248 members 
Mstep: Class 2 contains 8456 members 
Entering Unmasked Estep 
Score: -8010356.000000 Penalty: 5276.622559
	Iteration 19Q: 3 clusters Score -8010356 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33595 members 
Mstep: Class 2 contains 8109 members 
Entering Unmasked Estep 
Score: -8010563.000000 Penalty: 5276.622559
	Iteration 20F: 3 clusters Score -8010563 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33949 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
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	Iteration 21Q: 3 clusters Score -8010764 nChanged 481
Entering Unmasked Mstep 
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Mstep: Class 1 contains 34296 members 
Mstep: Class 2 contains 7408 members 
Entering Unmasked Estep 
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Mstep: Class 1 contains 34609 members 
Mstep: Class 2 contains 7095 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 6794 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 6242 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5795 members 
Entering Unmasked Estep 
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	Iteration 28Q: 3 clusters Score -8011920 nChanged 245
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Mstep: Class 1 contains 36112 members 
Mstep: Class 2 contains 5592 members 
Entering Unmasked Estep 
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	Iteration 29Q: 3 clusters Score -8012008 nChanged 218
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Mstep: Class 2 contains 5408 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Mstep: Class 2 contains 5006 members 
Entering Unmasked Estep 
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	Iteration 32Q: 3 clusters Score -8012199 nChanged 199
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Mstep: Class 1 contains 36875 members 
Mstep: Class 2 contains 4829 members 
Entering Unmasked Estep 
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	Iteration 33Q: 3 clusters Score -8012222 nChanged 186
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Mstep: Class 2 contains 4659 members 
Entering Unmasked Estep 
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Mstep: Class 2 contains 4508 members 
Entering Unmasked Estep 
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	Iteration 35Q: 3 clusters Score -8012322 nChanged 155
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Mstep: Class 1 contains 37337 members 
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Entering Unmasked Estep 
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	Iteration 36Q: 3 clusters Score -8012348 nChanged 154
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Mstep: Class 1 contains 37485 members 
Mstep: Class 2 contains 4219 members 
Entering Unmasked Estep 
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	Iteration 37Q: 3 clusters Score -8012363 nChanged 150
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Mstep: Class 1 contains 37631 members 
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Entering Unmasked Estep 
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	Iteration 38Q: 3 clusters Score -8012386 nChanged 139
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Mstep: Class 1 contains 37768 members 
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Entering Unmasked Estep 
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	Iteration 39Q: 3 clusters Score -8012435 nChanged 168
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Mstep: Class 1 contains 37932 members 
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Entering Unmasked Estep 
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	Iteration 40F: 3 clusters Score -8012469 nChanged 151
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Mstep: Class 1 contains 38081 members 
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Entering Unmasked Estep 
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Mstep: Class 1 contains 38253 members 
Mstep: Class 2 contains 3451 members 
Entering Unmasked Estep 
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	Iteration 42Q: 3 clusters Score -8012528 nChanged 156
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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 2 contains 2911 members 
Entering Unmasked Estep 
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 48Q: 3 clusters Score -8012656 nChanged 97
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Entering Unmasked Estep 
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	Iteration 49Q: 3 clusters Score -8012678 nChanged 85
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Entering Unmasked Estep 
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	Iteration 50Q: 3 clusters Score -8012690 nChanged 85
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Entering Unmasked Estep 
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	Iteration 51Q: 3 clusters Score -8012690 nChanged 84
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Entering Unmasked Estep 
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Entering Unmasked Estep 
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	Iteration 53Q: 3 clusters Score -8012719 nChanged 88
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Entering Unmasked Estep 
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	Iteration 54Q: 3 clusters Score -8012744 nChanged 79
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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 58Q: 3 clusters Score -8012860 nChanged 84
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Entering Unmasked Estep 
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	Iteration 60F: 3 clusters Score -8012898 nChanged 77
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Mstep: Class 1 contains 40013 members 
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Entering Unmasked Estep 
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	Iteration 61Q: 3 clusters Score -8012934 nChanged 68
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	Iteration 62Q: 3 clusters Score -8012954 nChanged 55
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	Iteration 63Q: 3 clusters Score -8012956 nChanged 67
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	Iteration 64Q: 3 clusters Score -8012980 nChanged 52
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	Iteration 65Q: 3 clusters Score -8013014 nChanged 43
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	Iteration 66Q: 3 clusters Score -8013012 nChanged 36
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	Iteration 67Q: 3 clusters Score -8013034 nChanged 33
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Entering Unmasked Estep 
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	Iteration 68Q: 3 clusters Score -8013028 nChanged 34
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	Iteration 69Q: 3 clusters Score -8013038 nChanged 30
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	Iteration 70Q: 3 clusters Score -8013044 nChanged 30
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	Iteration 71Q: 3 clusters Score -8013056 nChanged 31
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	Iteration 72Q: 3 clusters Score -8013076 nChanged 30
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	Iteration 73Q: 3 clusters Score -8013078 nChanged 29
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	Iteration 74Q: 3 clusters Score -8013087 nChanged 22
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	Iteration 75Q: 3 clusters Score -8013088 nChanged 24
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	Iteration 76Q: 3 clusters Score -8013102 nChanged 22
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	Iteration 77Q: 3 clusters Score -8013116 nChanged 26
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	Iteration 78Q: 3 clusters Score -8013123 nChanged 20
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	Iteration 79Q: 3 clusters Score -8013126 nChanged 9
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Mstep: Class 1 contains 40576 members 
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Entering Unmasked Estep 
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	Iteration 80F: 3 clusters Score -8013128 nChanged 8
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	Iteration 81Q: 3 clusters Score -8013133 nChanged 8
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	Iteration 82Q: 3 clusters Score -8013133 nChanged 10
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	Iteration 83Q: 3 clusters Score -8013136 nChanged 14
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	Iteration 84Q: 3 clusters Score -8013144 nChanged 9
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	Iteration 85Q: 3 clusters Score -8013145 nChanged 6
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	Iteration 86Q: 3 clusters Score -8013142 nChanged 2
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	Iteration 87Q: 3 clusters Score -8013142 nChanged 2
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	Iteration 88Q: 3 clusters Score -8013140 nChanged 4
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	Iteration 89Q: 3 clusters Score -8013140 nChanged 2
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	Iteration 90Q: 3 clusters Score -8013138 nChanged 4
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	Iteration 91Q: 3 clusters Score -8013130 nChanged 2
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	Iteration 92Q: 3 clusters Score -8013132 nChanged 1
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	Iteration 93Q: 3 clusters Score -8013134 nChanged 1
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	Iteration 94Q: 3 clusters Score -8013130 nChanged 2
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	Iteration 95Q: 3 clusters Score -8013138 nChanged 2
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	Iteration 96Q: 3 clusters Score -8013128 nChanged 2
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	Iteration 97Q: 3 clusters Score -8013134 nChanged 3
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	Iteration 98Q: 3 clusters Score -8013132 nChanged 7
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	Iteration 99Q: 3 clusters Score -8013141 nChanged 5
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	Iteration 100F: 3 clusters Score -8013142 nChanged 6
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	Iteration 101Q: 3 clusters Score -8013149 nChanged 9
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	Iteration 102Q: 3 clusters Score -8013151 nChanged 10
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	Iteration 103Q: 3 clusters Score -8013148 nChanged 8
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	Iteration 104Q: 3 clusters Score -8013153 nChanged 6
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	Iteration 105Q: 3 clusters Score -8013147 nChanged 9
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	Iteration 106Q: 3 clusters Score -8013148 nChanged 11
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	Iteration 107Q: 3 clusters Score -8013166 nChanged 7
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	Iteration 108Q: 3 clusters Score -8013163 nChanged 5
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	Iteration 109Q: 3 clusters Score -8013163 nChanged 6
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	Iteration 110Q: 3 clusters Score -8013169 nChanged 7
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	Iteration 111Q: 3 clusters Score -8013162 nChanged 6
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	Iteration 112Q: 3 clusters Score -8013174 nChanged 8
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	Iteration 113Q: 3 clusters Score -8013175 nChanged 8
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Mstep: Class 2 contains 972 members 
Entering Unmasked Estep 
Score: -8013183.500000 Penalty: 5276.622559
	Iteration 114Q: 3 clusters Score -8013184 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40736 members 
Mstep: Class 2 contains 968 members 
Entering Unmasked Estep 
Score: -8013180.000000 Penalty: 5276.622559
	Iteration 115Q: 3 clusters Score -8013180 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40743 members 
Mstep: Class 2 contains 961 members 
Entering Unmasked Estep 
Score: -8013173.000000 Penalty: 5276.622559
	Iteration 116Q: 3 clusters Score -8013173 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40748 members 
Mstep: Class 2 contains 956 members 
Entering Unmasked Estep 
Score: -8013176.500000 Penalty: 5276.622559
	Iteration 117Q: 3 clusters Score -8013176 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40755 members 
Mstep: Class 2 contains 949 members 
Entering Unmasked Estep 
Score: -8013178.500000 Penalty: 5276.622559
	Iteration 118Q: 3 clusters Score -8013178 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40760 members 
Mstep: Class 2 contains 944 members 
Entering Unmasked Estep 
Score: -8013177.500000 Penalty: 5276.622559
	Iteration 119Q: 3 clusters Score -8013178 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40761 members 
Mstep: Class 2 contains 943 members 
Entering Unmasked Estep 
Score: -8013182.000000 Penalty: 5276.622559
	Iteration 120F: 3 clusters Score -8013182 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8013188.000000 Penalty: 5276.622559
	Iteration 121Q: 3 clusters Score -8013188 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40765 members 
Mstep: Class 2 contains 939 members 
Entering Unmasked Estep 
Score: -8013188.000000 Penalty: 5276.622559
	Iteration 122F: 3 clusters Score -8013188 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 27 (53877 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53877 members 
Entering Unmasked Estep 
Score: -9821296.000000 Penalty: 2701.825684
	Iteration 0F: 2 clusters Score -9821296 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27036 members 
Mstep: Class 2 contains 26841 members 
Entering Unmasked Estep 
Score: -9785860.000000 Penalty: 5403.651367
	Iteration 0F: 3 clusters Score -9785860 nChanged 25069
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 27743 members 
Mstep: Class 2 contains 26134 members 
Entering Unmasked Estep 
Score: -9800002.000000 Penalty: 5403.651367
	Iteration 1F: 3 clusters Score -9800002 nChanged 2265
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28252 members 
Mstep: Class 2 contains 25625 members 
Entering Unmasked Estep 
Score: -9800646.000000 Penalty: 5403.651367
	Iteration 2Q: 3 clusters Score -9800646 nChanged 2029
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 28993 members 
Mstep: Class 2 contains 24884 members 
Entering Unmasked Estep 
Score: -9801194.000000 Penalty: 5403.651367
	Iteration 3Q: 3 clusters Score -9801194 nChanged 2043
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30038 members 
Mstep: Class 2 contains 23839 members 
Entering Unmasked Estep 
Score: -9801890.000000 Penalty: 5403.651367
	Iteration 4Q: 3 clusters Score -9801890 nChanged 2153
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31535 members 
Mstep: Class 2 contains 22342 members 
Entering Unmasked Estep 
Score: -9802665.000000 Penalty: 5403.651367
	Iteration 5Q: 3 clusters Score -9802665 nChanged 2462
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 33537 members 
Mstep: Class 2 contains 20340 members 
Entering Unmasked Estep 
Score: -9803849.000000 Penalty: 5403.651367
	Iteration 6Q: 3 clusters Score -9803849 nChanged 2947
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 36182 members 
Mstep: Class 2 contains 17695 members 
Entering Unmasked Estep 
Score: -9805618.000000 Penalty: 5403.651367
	Iteration 7F: 3 clusters Score -9805618 nChanged 3330
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 39364 members 
Mstep: Class 2 contains 14513 members 
Entering Unmasked Estep 
Score: -9807851.000000 Penalty: 5403.651367
	Iteration 8F: 3 clusters Score -9807851 nChanged 3600
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42866 members 
Mstep: Class 2 contains 11011 members 
Entering Unmasked Estep 
Score: -9810683.000000 Penalty: 5403.651367
	Iteration 9F: 3 clusters Score -9810683 nChanged 3314
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46122 members 
Mstep: Class 2 contains 7755 members 
Entering Unmasked Estep 
Score: -9813298.000000 Penalty: 5403.651367
	Iteration 10F: 3 clusters Score -9813298 nChanged 2598
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 48682 members 
Mstep: Class 2 contains 5195 members 
Entering Unmasked Estep 
Score: -9815319.000000 Penalty: 5403.651367
	Iteration 11Q: 3 clusters Score -9815319 nChanged 1843
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50487 members 
Mstep: Class 2 contains 3390 members 
Entering Unmasked Estep 
Score: -9816738.000000 Penalty: 5403.651367
	Iteration 12Q: 3 clusters Score -9816738 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51682 members 
Mstep: Class 2 contains 2195 members 
Entering Unmasked Estep 
Score: -9817620.000000 Penalty: 5403.651367
	Iteration 13Q: 3 clusters Score -9817620 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52354 members 
Mstep: Class 2 contains 1523 members 
Entering Unmasked Estep 
Score: -9818131.000000 Penalty: 5403.651367
	Iteration 14Q: 3 clusters Score -9818131 nChanged 396
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52720 members 
Mstep: Class 2 contains 1157 members 
Entering Unmasked Estep 
Score: -9818368.000000 Penalty: 5403.651367
	Iteration 15Q: 3 clusters Score -9818368 nChanged 230
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52936 members 
Mstep: Class 2 contains 941 members 
Entering Unmasked Estep 
Score: -9818564.000000 Penalty: 5403.651367
	Iteration 16Q: 3 clusters Score -9818564 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53085 members 
Mstep: Class 2 contains 792 members 
Entering Unmasked Estep 
Score: -9818687.000000 Penalty: 5403.651367
	Iteration 17Q: 3 clusters Score -9818687 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53168 members 
Mstep: Class 2 contains 709 members 
Entering Unmasked Estep 
Score: -9818731.000000 Penalty: 5403.651367
	Iteration 18Q: 3 clusters Score -9818731 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53225 members 
Mstep: Class 2 contains 652 members 
Entering Unmasked Estep 
Score: -9818780.000000 Penalty: 5403.651367
	Iteration 19Q: 3 clusters Score -9818780 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53269 members 
Mstep: Class 2 contains 608 members 
Entering Unmasked Estep 
Score: -9818827.000000 Penalty: 5403.651367
	Iteration 20F: 3 clusters Score -9818827 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53293 members 
Mstep: Class 2 contains 584 members 
Entering Unmasked Estep 
Score: -9818876.000000 Penalty: 5403.651367
	Iteration 21Q: 3 clusters Score -9818876 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53315 members 
Mstep: Class 2 contains 562 members 
Entering Unmasked Estep 
Score: -9818909.000000 Penalty: 5403.651367
	Iteration 22Q: 3 clusters Score -9818909 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53326 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -9818924.000000 Penalty: 5403.651367
	Iteration 23Q: 3 clusters Score -9818924 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53341 members 
Mstep: Class 2 contains 536 members 
Entering Unmasked Estep 
Score: -9818925.000000 Penalty: 5403.651367
	Iteration 24Q: 3 clusters Score -9818925 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53346 members 
Mstep: Class 2 contains 531 members 
Entering Unmasked Estep 
Score: -9818933.000000 Penalty: 5403.651367
	Iteration 25Q: 3 clusters Score -9818933 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53351 members 
Mstep: Class 2 contains 526 members 
Entering Unmasked Estep 
Score: -9818945.000000 Penalty: 5403.651367
	Iteration 26Q: 3 clusters Score -9818945 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53352 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -9818935.000000 Penalty: 5403.651367
	Iteration 27Q: 3 clusters Score -9818935 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53355 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -9818937.000000 Penalty: 5403.651367
	Iteration 28Q: 3 clusters Score -9818937 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53357 members 
Mstep: Class 2 contains 520 members 
Entering Unmasked Estep 
Score: -9818938.000000 Penalty: 5403.651367
	Iteration 29Q: 3 clusters Score -9818938 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9818937.000000 Penalty: 5403.651367
	Iteration 30Q: 3 clusters Score -9818937 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53360 members 
Mstep: Class 2 contains 517 members 
Entering Unmasked Estep 
Score: -9818936.000000 Penalty: 5403.651367
	Iteration 31Q: 3 clusters Score -9818936 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9818936.000000 Penalty: 5403.651367
	Iteration 32Q: 3 clusters Score -9818936 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53359 members 
Mstep: Class 2 contains 518 members 
Entering Unmasked Estep 
Score: -9818936.000000 Penalty: 5403.651367
	Iteration 33F: 3 clusters Score -9818936 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 28 (43640 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 43640 members 
Entering Unmasked Estep 
Score: -8242115.000000 Penalty: 2649.564941
	Iteration 0F: 2 clusters Score -8242115 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21733 members 
Mstep: Class 2 contains 21907 members 
Entering Unmasked Estep 
Score: -8213161.500000 Penalty: 5299.129883
	Iteration 0F: 3 clusters Score -8213162 nChanged 20012
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21117 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -8224130.000000 Penalty: 5299.129883
	Iteration 1F: 3 clusters Score -8224130 nChanged 1845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20684 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -8224715.000000 Penalty: 5299.129883
	Iteration 2Q: 3 clusters Score -8224715 nChanged 1757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20047 members 
Mstep: Class 2 contains 23593 members 
Entering Unmasked Estep 
Score: -8225273.000000 Penalty: 5299.129883
	Iteration 3Q: 3 clusters Score -8225273 nChanged 1776
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19169 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -8225887.000000 Penalty: 5299.129883
	Iteration 4Q: 3 clusters Score -8225887 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17879 members 
Mstep: Class 2 contains 25761 members 
Entering Unmasked Estep 
Score: -8226795.000000 Penalty: 5299.129883
	Iteration 5Q: 3 clusters Score -8226795 nChanged 2401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16100 members 
Mstep: Class 2 contains 27540 members 
Entering Unmasked Estep 
Score: -8228127.000000 Penalty: 5299.129883
	Iteration 6F: 3 clusters Score -8228127 nChanged 2807
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13837 members 
Mstep: Class 2 contains 29803 members 
Entering Unmasked Estep 
Score: -8229935.500000 Penalty: 5299.129883
	Iteration 7F: 3 clusters Score -8229936 nChanged 2957
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11344 members 
Mstep: Class 2 contains 32296 members 
Entering Unmasked Estep 
Score: -8232330.500000 Penalty: 5299.129883
	Iteration 8F: 3 clusters Score -8232330 nChanged 2712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9078 members 
Mstep: Class 2 contains 34562 members 
Entering Unmasked Estep 
Score: -8234828.000000 Penalty: 5299.129883
	Iteration 9F: 3 clusters Score -8234828 nChanged 2104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7452 members 
Mstep: Class 2 contains 36188 members 
Entering Unmasked Estep 
Score: -8236868.500000 Penalty: 5299.129883
	Iteration 10Q: 3 clusters Score -8236868 nChanged 1475
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6517 members 
Mstep: Class 2 contains 37123 members 
Entering Unmasked Estep 
Score: -8238243.500000 Penalty: 5299.129883
	Iteration 11Q: 3 clusters Score -8238244 nChanged 919
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5968 members 
Mstep: Class 2 contains 37672 members 
Entering Unmasked Estep 
Score: -8238889.000000 Penalty: 5299.129883
	Iteration 12Q: 3 clusters Score -8238889 nChanged 566
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5558 members 
Mstep: Class 2 contains 38082 members 
Entering Unmasked Estep 
Score: -8239192.500000 Penalty: 5299.129883
	Iteration 13Q: 3 clusters Score -8239192 nChanged 404
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5210 members 
Mstep: Class 2 contains 38430 members 
Entering Unmasked Estep 
Score: -8239413.000000 Penalty: 5299.129883
	Iteration 14Q: 3 clusters Score -8239413 nChanged 352
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4896 members 
Mstep: Class 2 contains 38744 members 
Entering Unmasked Estep 
Score: -8239603.000000 Penalty: 5299.129883
	Iteration 15Q: 3 clusters Score -8239603 nChanged 289
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4645 members 
Mstep: Class 2 contains 38995 members 
Entering Unmasked Estep 
Score: -8239736.000000 Penalty: 5299.129883
	Iteration 16Q: 3 clusters Score -8239736 nChanged 251
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4432 members 
Mstep: Class 2 contains 39208 members 
Entering Unmasked Estep 
Score: -8239812.500000 Penalty: 5299.129883
	Iteration 17Q: 3 clusters Score -8239812 nChanged 194
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4272 members 
Mstep: Class 2 contains 39368 members 
Entering Unmasked Estep 
Score: -8239878.000000 Penalty: 5299.129883
	Iteration 18Q: 3 clusters Score -8239878 nChanged 167
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4119 members 
Mstep: Class 2 contains 39521 members 
Entering Unmasked Estep 
Score: -8239933.500000 Penalty: 5299.129883
	Iteration 19Q: 3 clusters Score -8239934 nChanged 176
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3957 members 
Mstep: Class 2 contains 39683 members 
Entering Unmasked Estep 
Score: -8239980.000000 Penalty: 5299.129883
	Iteration 20F: 3 clusters Score -8239980 nChanged 166
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3799 members 
Mstep: Class 2 contains 39841 members 
Entering Unmasked Estep 
Score: -8240036.500000 Penalty: 5299.129883
	Iteration 21Q: 3 clusters Score -8240036 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3651 members 
Mstep: Class 2 contains 39989 members 
Entering Unmasked Estep 
Score: -8240060.000000 Penalty: 5299.129883
	Iteration 22Q: 3 clusters Score -8240060 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3526 members 
Mstep: Class 2 contains 40114 members 
Entering Unmasked Estep 
Score: -8240081.500000 Penalty: 5299.129883
	Iteration 23Q: 3 clusters Score -8240082 nChanged 141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3391 members 
Mstep: Class 2 contains 40249 members 
Entering Unmasked Estep 
Score: -8240093.000000 Penalty: 5299.129883
	Iteration 24Q: 3 clusters Score -8240093 nChanged 127
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3264 members 
Mstep: Class 2 contains 40376 members 
Entering Unmasked Estep 
Score: -8240109.000000 Penalty: 5299.129883
	Iteration 25Q: 3 clusters Score -8240109 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3154 members 
Mstep: Class 2 contains 40486 members 
Entering Unmasked Estep 
Score: -8240123.500000 Penalty: 5299.129883
	Iteration 26Q: 3 clusters Score -8240124 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3041 members 
Mstep: Class 2 contains 40599 members 
Entering Unmasked Estep 
Score: -8240136.000000 Penalty: 5299.129883
	Iteration 27Q: 3 clusters Score -8240136 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2940 members 
Mstep: Class 2 contains 40700 members 
Entering Unmasked Estep 
Score: -8240141.000000 Penalty: 5299.129883
	Iteration 28Q: 3 clusters Score -8240141 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2840 members 
Mstep: Class 2 contains 40800 members 
Entering Unmasked Estep 
Score: -8240163.000000 Penalty: 5299.129883
	Iteration 29Q: 3 clusters Score -8240163 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2743 members 
Mstep: Class 2 contains 40897 members 
Entering Unmasked Estep 
Score: -8240203.000000 Penalty: 5299.129883
	Iteration 30Q: 3 clusters Score -8240203 nChanged 91
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2652 members 
Mstep: Class 2 contains 40988 members 
Entering Unmasked Estep 
Score: -8240227.500000 Penalty: 5299.129883
	Iteration 31Q: 3 clusters Score -8240228 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2566 members 
Mstep: Class 2 contains 41074 members 
Entering Unmasked Estep 
Score: -8240238.000000 Penalty: 5299.129883
	Iteration 32Q: 3 clusters Score -8240238 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2484 members 
Mstep: Class 2 contains 41156 members 
Entering Unmasked Estep 
Score: -8240243.500000 Penalty: 5299.129883
	Iteration 33Q: 3 clusters Score -8240244 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2417 members 
Mstep: Class 2 contains 41223 members 
Entering Unmasked Estep 
Score: -8240257.000000 Penalty: 5299.129883
	Iteration 34Q: 3 clusters Score -8240257 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2371 members 
Mstep: Class 2 contains 41269 members 
Entering Unmasked Estep 
Score: -8240242.000000 Penalty: 5299.129883
	Iteration 35Q: 3 clusters Score -8240242 nChanged 44
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2327 members 
Mstep: Class 2 contains 41313 members 
Entering Unmasked Estep 
Score: -8240230.500000 Penalty: 5299.129883
	Iteration 36Q: 3 clusters Score -8240230 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2287 members 
Mstep: Class 2 contains 41353 members 
Entering Unmasked Estep 
Score: -8240228.000000 Penalty: 5299.129883
	Iteration 37Q: 3 clusters Score -8240228 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2249 members 
Mstep: Class 2 contains 41391 members 
Entering Unmasked Estep 
Score: -8240232.000000 Penalty: 5299.129883
	Iteration 38Q: 3 clusters Score -8240232 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2212 members 
Mstep: Class 2 contains 41428 members 
Entering Unmasked Estep 
Score: -8240222.500000 Penalty: 5299.129883
	Iteration 39Q: 3 clusters Score -8240222 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2185 members 
Mstep: Class 2 contains 41455 members 
Entering Unmasked Estep 
Score: -8240227.000000 Penalty: 5299.129883
	Iteration 40F: 3 clusters Score -8240227 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2161 members 
Mstep: Class 2 contains 41479 members 
Entering Unmasked Estep 
Score: -8240231.000000 Penalty: 5299.129883
	Iteration 41Q: 3 clusters Score -8240231 nChanged 25
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2136 members 
Mstep: Class 2 contains 41504 members 
Entering Unmasked Estep 
Score: -8240237.500000 Penalty: 5299.129883
	Iteration 42Q: 3 clusters Score -8240238 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2108 members 
Mstep: Class 2 contains 41532 members 
Entering Unmasked Estep 
Score: -8240243.500000 Penalty: 5299.129883
	Iteration 43Q: 3 clusters Score -8240244 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2086 members 
Mstep: Class 2 contains 41554 members 
Entering Unmasked Estep 
Score: -8240246.000000 Penalty: 5299.129883
	Iteration 44Q: 3 clusters Score -8240246 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2058 members 
Mstep: Class 2 contains 41582 members 
Entering Unmasked Estep 
Score: -8240250.000000 Penalty: 5299.129883
	Iteration 45Q: 3 clusters Score -8240250 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2020 members 
Mstep: Class 2 contains 41620 members 
Entering Unmasked Estep 
Score: -8240253.000000 Penalty: 5299.129883
	Iteration 46Q: 3 clusters Score -8240253 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1988 members 
Mstep: Class 2 contains 41652 members 
Entering Unmasked Estep 
Score: -8240264.000000 Penalty: 5299.129883
	Iteration 47Q: 3 clusters Score -8240264 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1956 members 
Mstep: Class 2 contains 41684 members 
Entering Unmasked Estep 
Score: -8240274.500000 Penalty: 5299.129883
	Iteration 48Q: 3 clusters Score -8240274 nChanged 31
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1925 members 
Mstep: Class 2 contains 41715 members 
Entering Unmasked Estep 
Score: -8240268.500000 Penalty: 5299.129883
	Iteration 49Q: 3 clusters Score -8240268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1899 members 
Mstep: Class 2 contains 41741 members 
Entering Unmasked Estep 
Score: -8240269.500000 Penalty: 5299.129883
	Iteration 50Q: 3 clusters Score -8240270 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1876 members 
Mstep: Class 2 contains 41764 members 
Entering Unmasked Estep 
Score: -8240257.000000 Penalty: 5299.129883
	Iteration 51Q: 3 clusters Score -8240257 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1861 members 
Mstep: Class 2 contains 41779 members 
Entering Unmasked Estep 
Score: -8240261.500000 Penalty: 5299.129883
	Iteration 52Q: 3 clusters Score -8240262 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1841 members 
Mstep: Class 2 contains 41799 members 
Entering Unmasked Estep 
Score: -8240260.000000 Penalty: 5299.129883
	Iteration 53Q: 3 clusters Score -8240260 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1822 members 
Mstep: Class 2 contains 41818 members 
Entering Unmasked Estep 
Score: -8240274.500000 Penalty: 5299.129883
	Iteration 54Q: 3 clusters Score -8240274 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1798 members 
Mstep: Class 2 contains 41842 members 
Entering Unmasked Estep 
Score: -8240286.000000 Penalty: 5299.129883
	Iteration 55Q: 3 clusters Score -8240286 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1785 members 
Mstep: Class 2 contains 41855 members 
Entering Unmasked Estep 
Score: -8240282.000000 Penalty: 5299.129883
	Iteration 56Q: 3 clusters Score -8240282 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1766 members 
Mstep: Class 2 contains 41874 members 
Entering Unmasked Estep 
Score: -8240268.500000 Penalty: 5299.129883
	Iteration 57Q: 3 clusters Score -8240268 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1743 members 
Mstep: Class 2 contains 41897 members 
Entering Unmasked Estep 
Score: -8240268.500000 Penalty: 5299.129883
	Iteration 58Q: 3 clusters Score -8240268 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1717 members 
Mstep: Class 2 contains 41923 members 
Entering Unmasked Estep 
Score: -8240260.500000 Penalty: 5299.129883
	Iteration 59Q: 3 clusters Score -8240260 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1691 members 
Mstep: Class 2 contains 41949 members 
Entering Unmasked Estep 
Score: -8240257.500000 Penalty: 5299.129883
	Iteration 60F: 3 clusters Score -8240258 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1671 members 
Mstep: Class 2 contains 41969 members 
Entering Unmasked Estep 
Score: -8240256.500000 Penalty: 5299.129883
	Iteration 61Q: 3 clusters Score -8240256 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1654 members 
Mstep: Class 2 contains 41986 members 
Entering Unmasked Estep 
Score: -8240261.000000 Penalty: 5299.129883
	Iteration 62Q: 3 clusters Score -8240261 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1631 members 
Mstep: Class 2 contains 42009 members 
Entering Unmasked Estep 
Score: -8240259.000000 Penalty: 5299.129883
	Iteration 63Q: 3 clusters Score -8240259 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1618 members 
Mstep: Class 2 contains 42022 members 
Entering Unmasked Estep 
Score: -8240263.500000 Penalty: 5299.129883
	Iteration 64Q: 3 clusters Score -8240264 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1604 members 
Mstep: Class 2 contains 42036 members 
Entering Unmasked Estep 
Score: -8240275.500000 Penalty: 5299.129883
	Iteration 65Q: 3 clusters Score -8240276 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1589 members 
Mstep: Class 2 contains 42051 members 
Entering Unmasked Estep 
Score: -8240266.500000 Penalty: 5299.129883
	Iteration 66Q: 3 clusters Score -8240266 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1573 members 
Mstep: Class 2 contains 42067 members 
Entering Unmasked Estep 
Score: -8240262.500000 Penalty: 5299.129883
	Iteration 67Q: 3 clusters Score -8240262 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1552 members 
Mstep: Class 2 contains 42088 members 
Entering Unmasked Estep 
Score: -8240273.000000 Penalty: 5299.129883
	Iteration 68Q: 3 clusters Score -8240273 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1537 members 
Mstep: Class 2 contains 42103 members 
Entering Unmasked Estep 
Score: -8240278.000000 Penalty: 5299.129883
	Iteration 69Q: 3 clusters Score -8240278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1524 members 
Mstep: Class 2 contains 42116 members 
Entering Unmasked Estep 
Score: -8240271.000000 Penalty: 5299.129883
	Iteration 70Q: 3 clusters Score -8240271 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1506 members 
Mstep: Class 2 contains 42134 members 
Entering Unmasked Estep 
Score: -8240288.500000 Penalty: 5299.129883
	Iteration 71Q: 3 clusters Score -8240288 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1495 members 
Mstep: Class 2 contains 42145 members 
Entering Unmasked Estep 
Score: -8240292.000000 Penalty: 5299.129883
	Iteration 72Q: 3 clusters Score -8240292 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1488 members 
Mstep: Class 2 contains 42152 members 
Entering Unmasked Estep 
Score: -8240287.000000 Penalty: 5299.129883
	Iteration 73Q: 3 clusters Score -8240287 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1481 members 
Mstep: Class 2 contains 42159 members 
Entering Unmasked Estep 
Score: -8240287.000000 Penalty: 5299.129883
	Iteration 74Q: 3 clusters Score -8240287 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1475 members 
Mstep: Class 2 contains 42165 members 
Entering Unmasked Estep 
Score: -8240289.500000 Penalty: 5299.129883
	Iteration 75Q: 3 clusters Score -8240290 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1471 members 
Mstep: Class 2 contains 42169 members 
Entering Unmasked Estep 
Score: -8240288.000000 Penalty: 5299.129883
	Iteration 76Q: 3 clusters Score -8240288 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -8240287.500000 Penalty: 5299.129883
	Iteration 77Q: 3 clusters Score -8240288 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1468 members 
Mstep: Class 2 contains 42172 members 
Entering Unmasked Estep 
Score: -8240287.500000 Penalty: 5299.129883
	Iteration 78F: 3 clusters Score -8240288 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 29 (3963 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3963 members 
Entering Unmasked Estep 
Score: -742751.562500 Penalty: 2054.619629
	Iteration 0F: 2 clusters Score -742751.6 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2006 members 
Mstep: Class 2 contains 1957 members 
Entering Unmasked Estep 
Score: -738910.875000 Penalty: 4109.239258
	Iteration 0F: 3 clusters Score -738910.9 nChanged 1471
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2141 members 
Mstep: Class 2 contains 1822 members 
Entering Unmasked Estep 
Score: -739859.312500 Penalty: 4109.239258
	Iteration 1F: 3 clusters Score -739859.3 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2216 members 
Mstep: Class 2 contains 1747 members 
Entering Unmasked Estep 
Score: -740074.937500 Penalty: 4109.239258
	Iteration 2F: 3 clusters Score -740074.9 nChanged 200
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2288 members 
Mstep: Class 2 contains 1675 members 
Entering Unmasked Estep 
Score: -740218.687500 Penalty: 4109.239258
	Iteration 3F: 3 clusters Score -740218.7 nChanged 163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2369 members 
Mstep: Class 2 contains 1594 members 
Entering Unmasked Estep 
Score: -740331.687500 Penalty: 4109.239258
	Iteration 4Q: 3 clusters Score -740331.7 nChanged 143
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2454 members 
Mstep: Class 2 contains 1509 members 
Entering Unmasked Estep 
Score: -740430.625000 Penalty: 4109.239258
	Iteration 5Q: 3 clusters Score -740430.6 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2534 members 
Mstep: Class 2 contains 1429 members 
Entering Unmasked Estep 
Score: -740510.750000 Penalty: 4109.239258
	Iteration 6Q: 3 clusters Score -740510.8 nChanged 111
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2593 members 
Mstep: Class 2 contains 1370 members 
Entering Unmasked Estep 
Score: -740578.812500 Penalty: 4109.239258
	Iteration 7Q: 3 clusters Score -740578.8 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2640 members 
Mstep: Class 2 contains 1323 members 
Entering Unmasked Estep 
Score: -740630.000000 Penalty: 4109.239258
	Iteration 8Q: 3 clusters Score -740630 nChanged 70
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2684 members 
Mstep: Class 2 contains 1279 members 
Entering Unmasked Estep 
Score: -740664.687500 Penalty: 4109.239258
	Iteration 9Q: 3 clusters Score -740664.7 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2728 members 
Mstep: Class 2 contains 1235 members 
Entering Unmasked Estep 
Score: -740699.250000 Penalty: 4109.239258
	Iteration 10Q: 3 clusters Score -740699.2 nChanged 58
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2772 members 
Mstep: Class 2 contains 1191 members 
Entering Unmasked Estep 
Score: -740731.500000 Penalty: 4109.239258
	Iteration 11Q: 3 clusters Score -740731.5 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2818 members 
Mstep: Class 2 contains 1145 members 
Entering Unmasked Estep 
Score: -740762.687500 Penalty: 4109.239258
	Iteration 12Q: 3 clusters Score -740762.7 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2848 members 
Mstep: Class 2 contains 1115 members 
Entering Unmasked Estep 
Score: -740780.812500 Penalty: 4109.239258
	Iteration 13Q: 3 clusters Score -740780.8 nChanged 34
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2872 members 
Mstep: Class 2 contains 1091 members 
Entering Unmasked Estep 
Score: -740796.750000 Penalty: 4109.239258
	Iteration 14Q: 3 clusters Score -740796.8 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2891 members 
Mstep: Class 2 contains 1072 members 
Entering Unmasked Estep 
Score: -740810.625000 Penalty: 4109.239258
	Iteration 15Q: 3 clusters Score -740810.6 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2922 members 
Mstep: Class 2 contains 1041 members 
Entering Unmasked Estep 
Score: -740825.062500 Penalty: 4109.239258
	Iteration 16Q: 3 clusters Score -740825.1 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2947 members 
Mstep: Class 2 contains 1016 members 
Entering Unmasked Estep 
Score: -740837.687500 Penalty: 4109.239258
	Iteration 17Q: 3 clusters Score -740837.7 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2969 members 
Mstep: Class 2 contains 994 members 
Entering Unmasked Estep 
Score: -740851.062500 Penalty: 4109.239258
	Iteration 18Q: 3 clusters Score -740851.1 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2990 members 
Mstep: Class 2 contains 973 members 
Entering Unmasked Estep 
Score: -740865.437500 Penalty: 4109.239258
	Iteration 19Q: 3 clusters Score -740865.4 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3013 members 
Mstep: Class 2 contains 950 members 
Entering Unmasked Estep 
Score: -740879.000000 Penalty: 4109.239258
	Iteration 20F: 3 clusters Score -740879 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3036 members 
Mstep: Class 2 contains 927 members 
Entering Unmasked Estep 
Score: -740890.000000 Penalty: 4109.239258
	Iteration 21Q: 3 clusters Score -740890 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3054 members 
Mstep: Class 2 contains 909 members 
Entering Unmasked Estep 
Score: -740903.187500 Penalty: 4109.239258
	Iteration 22Q: 3 clusters Score -740903.2 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3070 members 
Mstep: Class 2 contains 893 members 
Entering Unmasked Estep 
Score: -740913.750000 Penalty: 4109.239258
	Iteration 23Q: 3 clusters Score -740913.8 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3084 members 
Mstep: Class 2 contains 879 members 
Entering Unmasked Estep 
Score: -740924.062500 Penalty: 4109.239258
	Iteration 24Q: 3 clusters Score -740924.1 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3100 members 
Mstep: Class 2 contains 863 members 
Entering Unmasked Estep 
Score: -740933.250000 Penalty: 4109.239258
	Iteration 25Q: 3 clusters Score -740933.2 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3110 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -740940.375000 Penalty: 4109.239258
	Iteration 26Q: 3 clusters Score -740940.4 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3119 members 
Mstep: Class 2 contains 844 members 
Entering Unmasked Estep 
Score: -740947.062500 Penalty: 4109.239258
	Iteration 27Q: 3 clusters Score -740947.1 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3129 members 
Mstep: Class 2 contains 834 members 
Entering Unmasked Estep 
Score: -740956.000000 Penalty: 4109.239258
	Iteration 28Q: 3 clusters Score -740956 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3139 members 
Mstep: Class 2 contains 824 members 
Entering Unmasked Estep 
Score: -740965.812500 Penalty: 4109.239258
	Iteration 29Q: 3 clusters Score -740965.8 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3148 members 
Mstep: Class 2 contains 815 members 
Entering Unmasked Estep 
Score: -740971.625000 Penalty: 4109.239258
	Iteration 30Q: 3 clusters Score -740971.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3158 members 
Mstep: Class 2 contains 805 members 
Entering Unmasked Estep 
Score: -740978.187500 Penalty: 4109.239258
	Iteration 31Q: 3 clusters Score -740978.2 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3162 members 
Mstep: Class 2 contains 801 members 
Entering Unmasked Estep 
Score: -740978.875000 Penalty: 4109.239258
	Iteration 32Q: 3 clusters Score -740978.9 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3166 members 
Mstep: Class 2 contains 797 members 
Entering Unmasked Estep 
Score: -740983.375000 Penalty: 4109.239258
	Iteration 33Q: 3 clusters Score -740983.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3174 members 
Mstep: Class 2 contains 789 members 
Entering Unmasked Estep 
Score: -740987.125000 Penalty: 4109.239258
	Iteration 34Q: 3 clusters Score -740987.1 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3182 members 
Mstep: Class 2 contains 781 members 
Entering Unmasked Estep 
Score: -740993.437500 Penalty: 4109.239258
	Iteration 35Q: 3 clusters Score -740993.4 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3188 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -740993.437500 Penalty: 4109.239258
	Iteration 36Q: 3 clusters Score -740993.4 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3190 members 
Mstep: Class 2 contains 773 members 
Entering Unmasked Estep 
Score: -740994.750000 Penalty: 4109.239258
	Iteration 37Q: 3 clusters Score -740994.8 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3193 members 
Mstep: Class 2 contains 770 members 
Entering Unmasked Estep 
Score: -740997.750000 Penalty: 4109.239258
	Iteration 38Q: 3 clusters Score -740997.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3195 members 
Mstep: Class 2 contains 768 members 
Entering Unmasked Estep 
Score: -740998.750000 Penalty: 4109.239258
	Iteration 39Q: 3 clusters Score -740998.8 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 763 members 
Entering Unmasked Estep 
Score: -740999.875000 Penalty: 4109.239258
	Iteration 40F: 3 clusters Score -740999.9 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3205 members 
Mstep: Class 2 contains 758 members 
Entering Unmasked Estep 
Score: -741003.125000 Penalty: 4109.239258
	Iteration 41Q: 3 clusters Score -741003.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3207 members 
Mstep: Class 2 contains 756 members 
Entering Unmasked Estep 
Score: -741006.125000 Penalty: 4109.239258
	Iteration 42Q: 3 clusters Score -741006.1 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -741006.750000 Penalty: 4109.239258
	Iteration 43Q: 3 clusters Score -741006.8 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3208 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -741006.750000 Penalty: 4109.239258
	Iteration 44F: 3 clusters Score -741006.8 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 30 (7892 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7892 members 
Entering Unmasked Estep 
Score: -1536165.500000 Penalty: 2225.454102
	Iteration 0F: 2 clusters Score -1536166 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3949 members 
Mstep: Class 2 contains 3943 members 
Entering Unmasked Estep 
Score: -1529843.625000 Penalty: 4450.908203
	Iteration 0F: 3 clusters Score -1529844 nChanged 3188
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3969 members 
Mstep: Class 2 contains 3923 members 
Entering Unmasked Estep 
Score: -1531504.750000 Penalty: 4450.908203
	Iteration 1F: 3 clusters Score -1531505 nChanged 529
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4034 members 
Mstep: Class 2 contains 3858 members 
Entering Unmasked Estep 
Score: -1531760.375000 Penalty: 4450.908203
	Iteration 2F: 3 clusters Score -1531760 nChanged 373
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4093 members 
Mstep: Class 2 contains 3799 members 
Entering Unmasked Estep 
Score: -1531926.625000 Penalty: 4450.908203
	Iteration 3Q: 3 clusters Score -1531927 nChanged 293
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4166 members 
Mstep: Class 2 contains 3726 members 
Entering Unmasked Estep 
Score: -1532048.875000 Penalty: 4450.908203
	Iteration 4Q: 3 clusters Score -1532049 nChanged 250
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4250 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -1532149.375000 Penalty: 4450.908203
	Iteration 5Q: 3 clusters Score -1532149 nChanged 222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4338 members 
Mstep: Class 2 contains 3554 members 
Entering Unmasked Estep 
Score: -1532246.500000 Penalty: 4450.908203
	Iteration 6Q: 3 clusters Score -1532246 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4452 members 
Mstep: Class 2 contains 3440 members 
Entering Unmasked Estep 
Score: -1532348.875000 Penalty: 4450.908203
	Iteration 7Q: 3 clusters Score -1532349 nChanged 209
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4587 members 
Mstep: Class 2 contains 3305 members 
Entering Unmasked Estep 
Score: -1532437.125000 Penalty: 4450.908203
	Iteration 8Q: 3 clusters Score -1532437 nChanged 211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4746 members 
Mstep: Class 2 contains 3146 members 
Entering Unmasked Estep 
Score: -1532540.625000 Penalty: 4450.908203
	Iteration 9Q: 3 clusters Score -1532541 nChanged 228
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4926 members 
Mstep: Class 2 contains 2966 members 
Entering Unmasked Estep 
Score: -1532636.375000 Penalty: 4450.908203
	Iteration 10Q: 3 clusters Score -1532636 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5116 members 
Mstep: Class 2 contains 2776 members 
Entering Unmasked Estep 
Score: -1532758.500000 Penalty: 4450.908203
	Iteration 11Q: 3 clusters Score -1532758 nChanged 239
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5311 members 
Mstep: Class 2 contains 2581 members 
Entering Unmasked Estep 
Score: -1532892.625000 Penalty: 4450.908203
	Iteration 12Q: 3 clusters Score -1532893 nChanged 260
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5537 members 
Mstep: Class 2 contains 2355 members 
Entering Unmasked Estep 
Score: -1533054.000000 Penalty: 4450.908203
	Iteration 13Q: 3 clusters Score -1533054 nChanged 255
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5764 members 
Mstep: Class 2 contains 2128 members 
Entering Unmasked Estep 
Score: -1533222.875000 Penalty: 4450.908203
	Iteration 14Q: 3 clusters Score -1533223 nChanged 245
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5977 members 
Mstep: Class 2 contains 1915 members 
Entering Unmasked Estep 
Score: -1533380.375000 Penalty: 4450.908203
	Iteration 15Q: 3 clusters Score -1533380 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6191 members 
Mstep: Class 2 contains 1701 members 
Entering Unmasked Estep 
Score: -1533543.875000 Penalty: 4450.908203
	Iteration 16Q: 3 clusters Score -1533544 nChanged 227
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6398 members 
Mstep: Class 2 contains 1494 members 
Entering Unmasked Estep 
Score: -1533697.125000 Penalty: 4450.908203
	Iteration 17Q: 3 clusters Score -1533697 nChanged 186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6572 members 
Mstep: Class 2 contains 1320 members 
Entering Unmasked Estep 
Score: -1533824.125000 Penalty: 4450.908203
	Iteration 18Q: 3 clusters Score -1533824 nChanged 136
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6698 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -1533920.875000 Penalty: 4450.908203
	Iteration 19Q: 3 clusters Score -1533921 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6816 members 
Mstep: Class 2 contains 1076 members 
Entering Unmasked Estep 
Score: -1534009.625000 Penalty: 4450.908203
	Iteration 20F: 3 clusters Score -1534010 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6910 members 
Mstep: Class 2 contains 982 members 
Entering Unmasked Estep 
Score: -1534086.125000 Penalty: 4450.908203
	Iteration 21Q: 3 clusters Score -1534086 nChanged 87
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6993 members 
Mstep: Class 2 contains 899 members 
Entering Unmasked Estep 
Score: -1534151.500000 Penalty: 4450.908203
	Iteration 22Q: 3 clusters Score -1534152 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7060 members 
Mstep: Class 2 contains 832 members 
Entering Unmasked Estep 
Score: -1534201.500000 Penalty: 4450.908203
	Iteration 23Q: 3 clusters Score -1534202 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7109 members 
Mstep: Class 2 contains 783 members 
Entering Unmasked Estep 
Score: -1534235.125000 Penalty: 4450.908203
	Iteration 24Q: 3 clusters Score -1534235 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7151 members 
Mstep: Class 2 contains 741 members 
Entering Unmasked Estep 
Score: -1534261.250000 Penalty: 4450.908203
	Iteration 25Q: 3 clusters Score -1534261 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7177 members 
Mstep: Class 2 contains 715 members 
Entering Unmasked Estep 
Score: -1534281.500000 Penalty: 4450.908203
	Iteration 26Q: 3 clusters Score -1534282 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7201 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -1534294.125000 Penalty: 4450.908203
	Iteration 27Q: 3 clusters Score -1534294 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7222 members 
Mstep: Class 2 contains 670 members 
Entering Unmasked Estep 
Score: -1534308.125000 Penalty: 4450.908203
	Iteration 28Q: 3 clusters Score -1534308 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7237 members 
Mstep: Class 2 contains 655 members 
Entering Unmasked Estep 
Score: -1534317.375000 Penalty: 4450.908203
	Iteration 29Q: 3 clusters Score -1534317 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7247 members 
Mstep: Class 2 contains 645 members 
Entering Unmasked Estep 
Score: -1534325.625000 Penalty: 4450.908203
	Iteration 30Q: 3 clusters Score -1534326 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7257 members 
Mstep: Class 2 contains 635 members 
Entering Unmasked Estep 
Score: -1534330.125000 Penalty: 4450.908203
	Iteration 31Q: 3 clusters Score -1534330 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7264 members 
Mstep: Class 2 contains 628 members 
Entering Unmasked Estep 
Score: -1534336.250000 Penalty: 4450.908203
	Iteration 32Q: 3 clusters Score -1534336 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7276 members 
Mstep: Class 2 contains 616 members 
Entering Unmasked Estep 
Score: -1534342.500000 Penalty: 4450.908203
	Iteration 33Q: 3 clusters Score -1534342 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7279 members 
Mstep: Class 2 contains 613 members 
Entering Unmasked Estep 
Score: -1534344.875000 Penalty: 4450.908203
	Iteration 34Q: 3 clusters Score -1534345 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7282 members 
Mstep: Class 2 contains 610 members 
Entering Unmasked Estep 
Score: -1534345.500000 Penalty: 4450.908203
	Iteration 35Q: 3 clusters Score -1534346 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7286 members 
Mstep: Class 2 contains 606 members 
Entering Unmasked Estep 
Score: -1534348.000000 Penalty: 4450.908203
	Iteration 36Q: 3 clusters Score -1534348 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7289 members 
Mstep: Class 2 contains 603 members 
Entering Unmasked Estep 
Score: -1534347.750000 Penalty: 4450.908203
	Iteration 37Q: 3 clusters Score -1534348 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7291 members 
Mstep: Class 2 contains 601 members 
Entering Unmasked Estep 
Score: -1534349.125000 Penalty: 4450.908203
	Iteration 38Q: 3 clusters Score -1534349 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7297 members 
Mstep: Class 2 contains 595 members 
Entering Unmasked Estep 
Score: -1534353.875000 Penalty: 4450.908203
	Iteration 39Q: 3 clusters Score -1534354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7302 members 
Mstep: Class 2 contains 590 members 
Entering Unmasked Estep 
Score: -1534362.125000 Penalty: 4450.908203
	Iteration 40F: 3 clusters Score -1534362 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7309 members 
Mstep: Class 2 contains 583 members 
Entering Unmasked Estep 
Score: -1534368.000000 Penalty: 4450.908203
	Iteration 41Q: 3 clusters Score -1534368 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 576 members 
Entering Unmasked Estep 
Score: -1534373.500000 Penalty: 4450.908203
	Iteration 42Q: 3 clusters Score -1534374 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7325 members 
Mstep: Class 2 contains 567 members 
Entering Unmasked Estep 
Score: -1534378.875000 Penalty: 4450.908203
	Iteration 43Q: 3 clusters Score -1534379 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7331 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -1534383.500000 Penalty: 4450.908203
	Iteration 44Q: 3 clusters Score -1534384 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7337 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -1534389.125000 Penalty: 4450.908203
	Iteration 45Q: 3 clusters Score -1534389 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7341 members 
Mstep: Class 2 contains 551 members 
Entering Unmasked Estep 
Score: -1534393.750000 Penalty: 4450.908203
	Iteration 46Q: 3 clusters Score -1534394 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7345 members 
Mstep: Class 2 contains 547 members 
Entering Unmasked Estep 
Score: -1534396.000000 Penalty: 4450.908203
	Iteration 47Q: 3 clusters Score -1534396 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7348 members 
Mstep: Class 2 contains 544 members 
Entering Unmasked Estep 
Score: -1534399.000000 Penalty: 4450.908203
	Iteration 48Q: 3 clusters Score -1534399 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7352 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -1534402.250000 Penalty: 4450.908203
	Iteration 49Q: 3 clusters Score -1534402 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7355 members 
Mstep: Class 2 contains 537 members 
Entering Unmasked Estep 
Score: -1534403.500000 Penalty: 4450.908203
	Iteration 50Q: 3 clusters Score -1534404 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7357 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -1534405.375000 Penalty: 4450.908203
	Iteration 51Q: 3 clusters Score -1534405 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7362 members 
Mstep: Class 2 contains 530 members 
Entering Unmasked Estep 
Score: -1534407.500000 Penalty: 4450.908203
	Iteration 52Q: 3 clusters Score -1534408 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7364 members 
Mstep: Class 2 contains 528 members 
Entering Unmasked Estep 
Score: -1534408.500000 Penalty: 4450.908203
	Iteration 53Q: 3 clusters Score -1534408 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7367 members 
Mstep: Class 2 contains 525 members 
Entering Unmasked Estep 
Score: -1534412.750000 Penalty: 4450.908203
	Iteration 54Q: 3 clusters Score -1534413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7370 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -1534413.125000 Penalty: 4450.908203
	Iteration 55Q: 3 clusters Score -1534413 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7373 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -1534420.000000 Penalty: 4450.908203
	Iteration 56Q: 3 clusters Score -1534420 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7376 members 
Mstep: Class 2 contains 516 members 
Entering Unmasked Estep 
Score: -1534422.125000 Penalty: 4450.908203
	Iteration 57Q: 3 clusters Score -1534422 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7379 members 
Mstep: Class 2 contains 513 members 
Entering Unmasked Estep 
Score: -1534424.500000 Penalty: 4450.908203
	Iteration 58Q: 3 clusters Score -1534424 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1534423.750000 Penalty: 4450.908203
	Iteration 59Q: 3 clusters Score -1534424 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7378 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -1534423.750000 Penalty: 4450.908203
	Iteration 60F: 3 clusters Score -1534424 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 31 (54834 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54834 members 
Entering Unmasked Estep 
Score: -9936256.000000 Penalty: 2706.192139
	Iteration 0F: 2 clusters Score -9936256 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 27287 members 
Entering Unmasked Estep 
Score: -9899949.000000 Penalty: 5412.384277
	Iteration 0F: 3 clusters Score -9899949 nChanged 25380
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 29259 members 
Mstep: Class 2 contains 25575 members 
Entering Unmasked Estep 
Score: -9913873.000000 Penalty: 5412.384277
	Iteration 1F: 3 clusters Score -9913873 nChanged 2212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 30363 members 
Mstep: Class 2 contains 24471 members 
Entering Unmasked Estep 
Score: -9914526.000000 Penalty: 5412.384277
	Iteration 2Q: 3 clusters Score -9914526 nChanged 2268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 31937 members 
Mstep: Class 2 contains 22897 members 
Entering Unmasked Estep 
Score: -9915326.000000 Penalty: 5412.384277
	Iteration 3Q: 3 clusters Score -9915326 nChanged 2582
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 34099 members 
Mstep: Class 2 contains 20735 members 
Entering Unmasked Estep 
Score: -9916455.000000 Penalty: 5412.384277
	Iteration 4Q: 3 clusters Score -9916455 nChanged 3155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 37024 members 
Mstep: Class 2 contains 17810 members 
Entering Unmasked Estep 
Score: -9918217.000000 Penalty: 5412.384277
	Iteration 5F: 3 clusters Score -9918217 nChanged 3818
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 40732 members 
Mstep: Class 2 contains 14102 members 
Entering Unmasked Estep 
Score: -9921011.000000 Penalty: 5412.384277
	Iteration 6F: 3 clusters Score -9921011 nChanged 4369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45059 members 
Mstep: Class 2 contains 9775 members 
Entering Unmasked Estep 
Score: -9924804.000000 Penalty: 5412.384277
	Iteration 7F: 3 clusters Score -9924804 nChanged 4099
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49144 members 
Mstep: Class 2 contains 5690 members 
Entering Unmasked Estep 
Score: -9928613.000000 Penalty: 5412.384277
	Iteration 8F: 3 clusters Score -9928613 nChanged 2894
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 52034 members 
Mstep: Class 2 contains 2800 members 
Entering Unmasked Estep 
Score: -9931316.000000 Penalty: 5412.384277
	Iteration 9F: 3 clusters Score -9931316 nChanged 1524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 53552 members 
Mstep: Class 2 contains 1282 members 
Entering Unmasked Estep 
Score: -9932811.000000 Penalty: 5412.384277
	Iteration 10Q: 3 clusters Score -9932811 nChanged 614
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54160 members 
Mstep: Class 2 contains 674 members 
Entering Unmasked Estep 
Score: -9933351.000000 Penalty: 5412.384277
	Iteration 11Q: 3 clusters Score -9933351 nChanged 247
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54387 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -9933605.000000 Penalty: 5412.384277
	Iteration 12Q: 3 clusters Score -9933605 nChanged 113
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54484 members 
Mstep: Class 2 contains 350 members 
Entering Unmasked Estep 
Score: -9933766.000000 Penalty: 5412.384277
	Iteration 13Q: 3 clusters Score -9933766 nChanged 54
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54532 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -9933822.000000 Penalty: 5412.384277
	Iteration 14Q: 3 clusters Score -9933822 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54555 members 
Mstep: Class 2 contains 279 members 
Entering Unmasked Estep 
Score: -9933868.000000 Penalty: 5412.384277
	Iteration 15Q: 3 clusters Score -9933868 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54567 members 
Mstep: Class 2 contains 267 members 
Entering Unmasked Estep 
Score: -9933892.000000 Penalty: 5412.384277
	Iteration 16Q: 3 clusters Score -9933892 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54570 members 
Mstep: Class 2 contains 264 members 
Entering Unmasked Estep 
Score: -9933904.000000 Penalty: 5412.384277
	Iteration 17Q: 3 clusters Score -9933904 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54572 members 
Mstep: Class 2 contains 262 members 
Entering Unmasked Estep 
Score: -9933916.000000 Penalty: 5412.384277
	Iteration 18Q: 3 clusters Score -9933916 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9933925.000000 Penalty: 5412.384277
	Iteration 19Q: 3 clusters Score -9933925 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54575 members 
Mstep: Class 2 contains 259 members 
Entering Unmasked Estep 
Score: -9933927.000000 Penalty: 5412.384277
	Iteration 20F: 3 clusters Score -9933927 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9933924.000000 Penalty: 5412.384277
	Iteration 21Q: 3 clusters Score -9933924 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 54576 members 
Mstep: Class 2 contains 258 members 
Entering Unmasked Estep 
Score: -9933924.000000 Penalty: 5412.384277
	Iteration 22F: 3 clusters Score -9933924 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 32 (23464 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23464 members 
Entering Unmasked Estep 
Score: -4648197.500000 Penalty: 2495.679199
	Iteration 0F: 2 clusters Score -4648198 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11798 members 
Mstep: Class 2 contains 11666 members 
Entering Unmasked Estep 
Score: -4632044.000000 Penalty: 4991.358398
	Iteration 0F: 3 clusters Score -4632044 nChanged 10441
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12187 members 
Mstep: Class 2 contains 11277 members 
Entering Unmasked Estep 
Score: -4637655.000000 Penalty: 4991.358398
	Iteration 1F: 3 clusters Score -4637655 nChanged 1186
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12363 members 
Mstep: Class 2 contains 11101 members 
Entering Unmasked Estep 
Score: -4638055.000000 Penalty: 4991.358398
	Iteration 2F: 3 clusters Score -4638055 nChanged 1022
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12615 members 
Mstep: Class 2 contains 10849 members 
Entering Unmasked Estep 
Score: -4638380.500000 Penalty: 4991.358398
	Iteration 3Q: 3 clusters Score -4638380 nChanged 860
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12925 members 
Mstep: Class 2 contains 10539 members 
Entering Unmasked Estep 
Score: -4638624.500000 Penalty: 4991.358398
	Iteration 4Q: 3 clusters Score -4638624 nChanged 814
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13371 members 
Mstep: Class 2 contains 10093 members 
Entering Unmasked Estep 
Score: -4638889.500000 Penalty: 4991.358398
	Iteration 5Q: 3 clusters Score -4638890 nChanged 781
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13948 members 
Mstep: Class 2 contains 9516 members 
Entering Unmasked Estep 
Score: -4639162.000000 Penalty: 4991.358398
	Iteration 6Q: 3 clusters Score -4639162 nChanged 872
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14710 members 
Mstep: Class 2 contains 8754 members 
Entering Unmasked Estep 
Score: -4639526.000000 Penalty: 4991.358398
	Iteration 7Q: 3 clusters Score -4639526 nChanged 999
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15637 members 
Mstep: Class 2 contains 7827 members 
Entering Unmasked Estep 
Score: -4640017.500000 Penalty: 4991.358398
	Iteration 8Q: 3 clusters Score -4640018 nChanged 1168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16765 members 
Mstep: Class 2 contains 6699 members 
Entering Unmasked Estep 
Score: -4640710.500000 Penalty: 4991.358398
	Iteration 9Q: 3 clusters Score -4640710 nChanged 1246
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17981 members 
Mstep: Class 2 contains 5483 members 
Entering Unmasked Estep 
Score: -4641498.000000 Penalty: 4991.358398
	Iteration 10F: 3 clusters Score -4641498 nChanged 1382
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19345 members 
Mstep: Class 2 contains 4119 members 
Entering Unmasked Estep 
Score: -4642558.000000 Penalty: 4991.358398
	Iteration 11F: 3 clusters Score -4642558 nChanged 1307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20648 members 
Mstep: Class 2 contains 2816 members 
Entering Unmasked Estep 
Score: -4643668.500000 Penalty: 4991.358398
	Iteration 12F: 3 clusters Score -4643668 nChanged 1042
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21678 members 
Mstep: Class 2 contains 1786 members 
Entering Unmasked Estep 
Score: -4644567.500000 Penalty: 4991.358398
	Iteration 13Q: 3 clusters Score -4644568 nChanged 691
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22367 members 
Mstep: Class 2 contains 1097 members 
Entering Unmasked Estep 
Score: -4645200.500000 Penalty: 4991.358398
	Iteration 14Q: 3 clusters Score -4645200 nChanged 395
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22750 members 
Mstep: Class 2 contains 714 members 
Entering Unmasked Estep 
Score: -4645543.500000 Penalty: 4991.358398
	Iteration 15Q: 3 clusters Score -4645544 nChanged 197
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22941 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -4645713.000000 Penalty: 4991.358398
	Iteration 16Q: 3 clusters Score -4645713 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23032 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -4645807.000000 Penalty: 4991.358398
	Iteration 17Q: 3 clusters Score -4645807 nChanged 53
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23073 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -4645841.500000 Penalty: 4991.358398
	Iteration 18Q: 3 clusters Score -4645842 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23090 members 
Mstep: Class 2 contains 374 members 
Entering Unmasked Estep 
Score: -4645880.500000 Penalty: 4991.358398
	Iteration 19Q: 3 clusters Score -4645880 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23106 members 
Mstep: Class 2 contains 358 members 
Entering Unmasked Estep 
Score: -4645903.000000 Penalty: 4991.358398
	Iteration 20F: 3 clusters Score -4645903 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 341 members 
Entering Unmasked Estep 
Score: -4645915.000000 Penalty: 4991.358398
	Iteration 21Q: 3 clusters Score -4645915 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23129 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -4645935.500000 Penalty: 4991.358398
	Iteration 22Q: 3 clusters Score -4645936 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23133 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -4645946.000000 Penalty: 4991.358398
	Iteration 23Q: 3 clusters Score -4645946 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23142 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -4645958.500000 Penalty: 4991.358398
	Iteration 24Q: 3 clusters Score -4645958 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23145 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -4645964.000000 Penalty: 4991.358398
	Iteration 25Q: 3 clusters Score -4645964 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23151 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -4645967.500000 Penalty: 4991.358398
	Iteration 26Q: 3 clusters Score -4645968 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23155 members 
Mstep: Class 2 contains 309 members 
Entering Unmasked Estep 
Score: -4645971.500000 Penalty: 4991.358398
	Iteration 27Q: 3 clusters Score -4645972 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23163 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -4645983.000000 Penalty: 4991.358398
	Iteration 28Q: 3 clusters Score -4645983 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23171 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -4645992.500000 Penalty: 4991.358398
	Iteration 29Q: 3 clusters Score -4645992 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4645996.000000 Penalty: 4991.358398
	Iteration 30Q: 3 clusters Score -4645996 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23173 members 
Mstep: Class 2 contains 291 members 
Entering Unmasked Estep 
Score: -4645996.000000 Penalty: 4991.358398
	Iteration 31F: 3 clusters Score -4645996 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 33 (42589 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 42589 members 
Entering Unmasked Estep 
Score: -8157534.000000 Penalty: 2643.519043
	Iteration 0F: 2 clusters Score -8157534 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21189 members 
Mstep: Class 2 contains 21400 members 
Entering Unmasked Estep 
Score: -8131320.500000 Penalty: 5287.038086
	Iteration 0F: 3 clusters Score -8131320 nChanged 19703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20096 members 
Mstep: Class 2 contains 22493 members 
Entering Unmasked Estep 
Score: -8142258.000000 Penalty: 5287.038086
	Iteration 1F: 3 clusters Score -8142258 nChanged 1795
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19483 members 
Mstep: Class 2 contains 23106 members 
Entering Unmasked Estep 
Score: -8142762.500000 Penalty: 5287.038086
	Iteration 2Q: 3 clusters Score -8142762 nChanged 1798
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18605 members 
Mstep: Class 2 contains 23984 members 
Entering Unmasked Estep 
Score: -8143265.000000 Penalty: 5287.038086
	Iteration 3Q: 3 clusters Score -8143265 nChanged 1783
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17412 members 
Mstep: Class 2 contains 25177 members 
Entering Unmasked Estep 
Score: -8143843.000000 Penalty: 5287.038086
	Iteration 4Q: 3 clusters Score -8143843 nChanged 1898
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15864 members 
Mstep: Class 2 contains 26725 members 
Entering Unmasked Estep 
Score: -8144557.000000 Penalty: 5287.038086
	Iteration 5Q: 3 clusters Score -8144557 nChanged 2196
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13850 members 
Mstep: Class 2 contains 28739 members 
Entering Unmasked Estep 
Score: -8145601.500000 Penalty: 5287.038086
	Iteration 6F: 3 clusters Score -8145602 nChanged 2543
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11381 members 
Mstep: Class 2 contains 31208 members 
Entering Unmasked Estep 
Score: -8147032.000000 Penalty: 5287.038086
	Iteration 7F: 3 clusters Score -8147032 nChanged 2863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8552 members 
Mstep: Class 2 contains 34037 members 
Entering Unmasked Estep 
Score: -8148953.000000 Penalty: 5287.038086
	Iteration 8F: 3 clusters Score -8148953 nChanged 2851
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5709 members 
Mstep: Class 2 contains 36880 members 
Entering Unmasked Estep 
Score: -8150948.000000 Penalty: 5287.038086
	Iteration 9F: 3 clusters Score -8150948 nChanged 2295
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3420 members 
Mstep: Class 2 contains 39169 members 
Entering Unmasked Estep 
Score: -8152731.000000 Penalty: 5287.038086
	Iteration 10F: 3 clusters Score -8152731 nChanged 1578
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1848 members 
Mstep: Class 2 contains 40741 members 
Entering Unmasked Estep 
Score: -8153934.500000 Penalty: 5287.038086
	Iteration 11Q: 3 clusters Score -8153934 nChanged 845
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1015 members 
Mstep: Class 2 contains 41574 members 
Entering Unmasked Estep 
Score: -8154603.500000 Penalty: 5287.038086
	Iteration 12Q: 3 clusters Score -8154604 nChanged 402
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 615 members 
Mstep: Class 2 contains 41974 members 
Entering Unmasked Estep 
Score: -8154936.500000 Penalty: 5287.038086
	Iteration 13Q: 3 clusters Score -8154936 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 458 members 
Mstep: Class 2 contains 42131 members 
Entering Unmasked Estep 
Score: -8155054.500000 Penalty: 5287.038086
	Iteration 14Q: 3 clusters Score -8155054 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 393 members 
Mstep: Class 2 contains 42196 members 
Entering Unmasked Estep 
Score: -8155099.500000 Penalty: 5287.038086
	Iteration 15Q: 3 clusters Score -8155100 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 352 members 
Mstep: Class 2 contains 42237 members 
Entering Unmasked Estep 
Score: -8155168.500000 Penalty: 5287.038086
	Iteration 16Q: 3 clusters Score -8155168 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 42256 members 
Entering Unmasked Estep 
Score: -8155205.500000 Penalty: 5287.038086
	Iteration 17Q: 3 clusters Score -8155206 nChanged 22
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 42268 members 
Entering Unmasked Estep 
Score: -8155222.000000 Penalty: 5287.038086
	Iteration 18Q: 3 clusters Score -8155222 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 311 members 
Mstep: Class 2 contains 42278 members 
Entering Unmasked Estep 
Score: -8155238.500000 Penalty: 5287.038086
	Iteration 19Q: 3 clusters Score -8155238 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 306 members 
Mstep: Class 2 contains 42283 members 
Entering Unmasked Estep 
Score: -8155245.000000 Penalty: 5287.038086
	Iteration 20F: 3 clusters Score -8155245 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 303 members 
Mstep: Class 2 contains 42286 members 
Entering Unmasked Estep 
Score: -8155258.000000 Penalty: 5287.038086
	Iteration 21Q: 3 clusters Score -8155258 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 42289 members 
Entering Unmasked Estep 
Score: -8155259.500000 Penalty: 5287.038086
	Iteration 22Q: 3 clusters Score -8155260 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -8155273.000000 Penalty: 5287.038086
	Iteration 23Q: 3 clusters Score -8155273 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 295 members 
Mstep: Class 2 contains 42294 members 
Entering Unmasked Estep 
Score: -8155273.000000 Penalty: 5287.038086
	Iteration 24Q: 3 clusters Score -8155273 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -8155274.000000 Penalty: 5287.038086
	Iteration 25Q: 3 clusters Score -8155274 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 294 members 
Mstep: Class 2 contains 42295 members 
Entering Unmasked Estep 
Score: -8155274.000000 Penalty: 5287.038086
	Iteration 26F: 3 clusters Score -8155274 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 34 (159 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Entering Unmasked Estep 
Score: -23213.625000 Penalty: 1257.088257
	Iteration 0F: 2 clusters Score -23213.62 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 80 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -22226.279297 Penalty: 2514.176514
	Iteration 0F: 3 clusters Score -22226.28 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 86 members 
Mstep: Class 2 contains 73 members 
Entering Unmasked Estep 
Score: -22289.255859 Penalty: 2514.176514
	Iteration 1F: 3 clusters Score -22289.26 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 88 members 
Mstep: Class 2 contains 71 members 
Entering Unmasked Estep 
Score: -22333.013672 Penalty: 2514.176514
	Iteration 2Q: 3 clusters Score -22333.01 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22337.263672 Penalty: 2514.176514
	Iteration 3Q: 3 clusters Score -22337.26 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 89 members 
Mstep: Class 2 contains 70 members 
Entering Unmasked Estep 
Score: -22337.263672 Penalty: 2514.176514
	Iteration 4F: 3 clusters Score -22337.26 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 35 (1719 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1719 members 
Entering Unmasked Estep 
Score: -304940.437500 Penalty: 1847.475586
	Iteration 0F: 2 clusters Score -304940.4 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 900 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -302567.250000 Penalty: 3694.951172
	Iteration 0F: 3 clusters Score -302567.2 nChanged 545
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 941 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -303055.750000 Penalty: 3694.951172
	Iteration 1F: 3 clusters Score -303055.8 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 970 members 
Mstep: Class 2 contains 749 members 
Entering Unmasked Estep 
Score: -303181.625000 Penalty: 3694.951172
	Iteration 2F: 3 clusters Score -303181.6 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1011 members 
Mstep: Class 2 contains 708 members 
Entering Unmasked Estep 
Score: -303260.968750 Penalty: 3694.951172
	Iteration 3Q: 3 clusters Score -303261 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1052 members 
Mstep: Class 2 contains 667 members 
Entering Unmasked Estep 
Score: -303398.562500 Penalty: 3694.951172
	Iteration 4Q: 3 clusters Score -303398.6 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1097 members 
Mstep: Class 2 contains 622 members 
Entering Unmasked Estep 
Score: -303578.093750 Penalty: 3694.951172
	Iteration 5F: 3 clusters Score -303578.1 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1144 members 
Mstep: Class 2 contains 575 members 
Entering Unmasked Estep 
Score: -303834.187500 Penalty: 3694.951172
	Iteration 6F: 3 clusters Score -303834.2 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1178 members 
Mstep: Class 2 contains 541 members 
Entering Unmasked Estep 
Score: -304058.718750 Penalty: 3694.951172
	Iteration 7F: 3 clusters Score -304058.7 nChanged 84
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1196 members 
Mstep: Class 2 contains 523 members 
Entering Unmasked Estep 
Score: -304229.875000 Penalty: 3694.951172
	Iteration 8Q: 3 clusters Score -304229.9 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1207 members 
Mstep: Class 2 contains 512 members 
Entering Unmasked Estep 
Score: -304365.375000 Penalty: 3694.951172
	Iteration 9Q: 3 clusters Score -304365.4 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1205 members 
Mstep: Class 2 contains 514 members 
Entering Unmasked Estep 
Score: -304453.718750 Penalty: 3694.951172
	Iteration 10Q: 3 clusters Score -304453.7 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1200 members 
Mstep: Class 2 contains 519 members 
Entering Unmasked Estep 
Score: -304480.000000 Penalty: 3694.951172
	Iteration 11Q: 3 clusters Score -304480 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1192 members 
Mstep: Class 2 contains 527 members 
Entering Unmasked Estep 
Score: -304497.562500 Penalty: 3694.951172
	Iteration 12Q: 3 clusters Score -304497.6 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1184 members 
Mstep: Class 2 contains 535 members 
Entering Unmasked Estep 
Score: -304511.656250 Penalty: 3694.951172
	Iteration 13Q: 3 clusters Score -304511.7 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 540 members 
Entering Unmasked Estep 
Score: -304528.656250 Penalty: 3694.951172
	Iteration 14Q: 3 clusters Score -304528.7 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1174 members 
Mstep: Class 2 contains 545 members 
Entering Unmasked Estep 
Score: -304546.437500 Penalty: 3694.951172
	Iteration 15Q: 3 clusters Score -304546.4 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1169 members 
Mstep: Class 2 contains 550 members 
Entering Unmasked Estep 
Score: -304559.156250 Penalty: 3694.951172
	Iteration 16Q: 3 clusters Score -304559.2 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -304571.250000 Penalty: 3694.951172
	Iteration 17Q: 3 clusters Score -304571.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1166 members 
Mstep: Class 2 contains 553 members 
Entering Unmasked Estep 
Score: -304581.687500 Penalty: 3694.951172
	Iteration 18Q: 3 clusters Score -304581.7 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1164 members 
Mstep: Class 2 contains 555 members 
Entering Unmasked Estep 
Score: -304590.531250 Penalty: 3694.951172
	Iteration 19Q: 3 clusters Score -304590.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1159 members 
Mstep: Class 2 contains 560 members 
Entering Unmasked Estep 
Score: -304598.312500 Penalty: 3694.951172
	Iteration 20F: 3 clusters Score -304598.3 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1158 members 
Mstep: Class 2 contains 561 members 
Entering Unmasked Estep 
Score: -304599.062500 Penalty: 3694.951172
	Iteration 21Q: 3 clusters Score -304599.1 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1156 members 
Mstep: Class 2 contains 563 members 
Entering Unmasked Estep 
Score: -304601.312500 Penalty: 3694.951172
	Iteration 22Q: 3 clusters Score -304601.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -304602.531250 Penalty: 3694.951172
	Iteration 23Q: 3 clusters Score -304602.5 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1154 members 
Mstep: Class 2 contains 565 members 
Entering Unmasked Estep 
Score: -304602.531250 Penalty: 3694.951172
	Iteration 24F: 3 clusters Score -304602.5 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 36 (318 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 318 members 
Entering Unmasked Estep 
Score: -46410.910156 Penalty: 1428.988770
	Iteration 0F: 2 clusters Score -46410.91 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 161 members 
Mstep: Class 2 contains 157 members 
Entering Unmasked Estep 
Score: -45201.156250 Penalty: 2857.977539
	Iteration 0F: 3 clusters Score -45201.16 nChanged 68
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 159 members 
Mstep: Class 2 contains 159 members 
Entering Unmasked Estep 
Score: -45445.246094 Penalty: 2857.977539
	Iteration 1F: 3 clusters Score -45445.25 nChanged 23
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 158 members 
Mstep: Class 2 contains 160 members 
Entering Unmasked Estep 
Score: -45576.539062 Penalty: 2857.977539
	Iteration 2F: 3 clusters Score -45576.54 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45631.429688 Penalty: 2857.977539
	Iteration 3Q: 3 clusters Score -45631.43 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 156 members 
Mstep: Class 2 contains 162 members 
Entering Unmasked Estep 
Score: -45646.632812 Penalty: 2857.977539
	Iteration 4Q: 3 clusters Score -45646.63 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45675.156250 Penalty: 2857.977539
	Iteration 5Q: 3 clusters Score -45675.16 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 157 members 
Mstep: Class 2 contains 161 members 
Entering Unmasked Estep 
Score: -45696.984375 Penalty: 2857.977539
	Iteration 6Q: 3 clusters Score -45696.98 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 155 members 
Mstep: Class 2 contains 163 members 
Entering Unmasked Estep 
Score: -45702.207031 Penalty: 2857.977539
	Iteration 7Q: 3 clusters Score -45702.21 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45722.421875 Penalty: 2857.977539
	Iteration 8Q: 3 clusters Score -45722.42 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 153 members 
Mstep: Class 2 contains 165 members 
Entering Unmasked Estep 
Score: -45722.421875 Penalty: 2857.977539
	Iteration 9F: 3 clusters Score -45722.42 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 37 (46438 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 46438 members 
Entering Unmasked Estep 
Score: -8945727.000000 Penalty: 2664.976562
	Iteration 0F: 2 clusters Score -8945727 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23123 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -8919058.000000 Penalty: 5329.953125
	Iteration 0F: 3 clusters Score -8919058 nChanged 21342
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22179 members 
Mstep: Class 2 contains 24259 members 
Entering Unmasked Estep 
Score: -8931019.000000 Penalty: 5329.953125
	Iteration 1F: 3 clusters Score -8931019 nChanged 2008
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21631 members 
Mstep: Class 2 contains 24807 members 
Entering Unmasked Estep 
Score: -8931658.000000 Penalty: 5329.953125
	Iteration 2Q: 3 clusters Score -8931658 nChanged 2032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20921 members 
Mstep: Class 2 contains 25517 members 
Entering Unmasked Estep 
Score: -8932379.000000 Penalty: 5329.953125
	Iteration 3Q: 3 clusters Score -8932379 nChanged 2223
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20076 members 
Mstep: Class 2 contains 26362 members 
Entering Unmasked Estep 
Score: -8933306.000000 Penalty: 5329.953125
	Iteration 4Q: 3 clusters Score -8933306 nChanged 2428
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19054 members 
Mstep: Class 2 contains 27384 members 
Entering Unmasked Estep 
Score: -8934634.000000 Penalty: 5329.953125
	Iteration 5F: 3 clusters Score -8934634 nChanged 2649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17923 members 
Mstep: Class 2 contains 28515 members 
Entering Unmasked Estep 
Score: -8936378.000000 Penalty: 5329.953125
	Iteration 6F: 3 clusters Score -8936378 nChanged 2886
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16885 members 
Mstep: Class 2 contains 29553 members 
Entering Unmasked Estep 
Score: -8938550.000000 Penalty: 5329.953125
	Iteration 7F: 3 clusters Score -8938550 nChanged 2839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16120 members 
Mstep: Class 2 contains 30318 members 
Entering Unmasked Estep 
Score: -8940714.000000 Penalty: 5329.953125
	Iteration 8F: 3 clusters Score -8940714 nChanged 2391
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15651 members 
Mstep: Class 2 contains 30787 members 
Entering Unmasked Estep 
Score: -8942179.000000 Penalty: 5329.953125
	Iteration 9F: 3 clusters Score -8942179 nChanged 1623
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15390 members 
Mstep: Class 2 contains 31048 members 
Entering Unmasked Estep 
Score: -8942922.000000 Penalty: 5329.953125
	Iteration 10Q: 3 clusters Score -8942922 nChanged 964
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15170 members 
Mstep: Class 2 contains 31268 members 
Entering Unmasked Estep 
Score: -8943273.000000 Penalty: 5329.953125
	Iteration 11Q: 3 clusters Score -8943273 nChanged 654
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14964 members 
Mstep: Class 2 contains 31474 members 
Entering Unmasked Estep 
Score: -8943446.000000 Penalty: 5329.953125
	Iteration 12Q: 3 clusters Score -8943446 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14744 members 
Mstep: Class 2 contains 31694 members 
Entering Unmasked Estep 
Score: -8943705.000000 Penalty: 5329.953125
	Iteration 13Q: 3 clusters Score -8943705 nChanged 526
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14528 members 
Mstep: Class 2 contains 31910 members 
Entering Unmasked Estep 
Score: -8943889.000000 Penalty: 5329.953125
	Iteration 14Q: 3 clusters Score -8943889 nChanged 516
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14268 members 
Mstep: Class 2 contains 32170 members 
Entering Unmasked Estep 
Score: -8944045.000000 Penalty: 5329.953125
	Iteration 15Q: 3 clusters Score -8944045 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13985 members 
Mstep: Class 2 contains 32453 members 
Entering Unmasked Estep 
Score: -8944187.000000 Penalty: 5329.953125
	Iteration 16Q: 3 clusters Score -8944187 nChanged 472
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13615 members 
Mstep: Class 2 contains 32823 members 
Entering Unmasked Estep 
Score: -8944283.000000 Penalty: 5329.953125
	Iteration 17Q: 3 clusters Score -8944283 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13182 members 
Mstep: Class 2 contains 33256 members 
Entering Unmasked Estep 
Score: -8944366.000000 Penalty: 5329.953125
	Iteration 18Q: 3 clusters Score -8944366 nChanged 490
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12704 members 
Mstep: Class 2 contains 33734 members 
Entering Unmasked Estep 
Score: -8944446.000000 Penalty: 5329.953125
	Iteration 19Q: 3 clusters Score -8944446 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12175 members 
Mstep: Class 2 contains 34263 members 
Entering Unmasked Estep 
Score: -8944500.000000 Penalty: 5329.953125
	Iteration 20F: 3 clusters Score -8944500 nChanged 533
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11646 members 
Mstep: Class 2 contains 34792 members 
Entering Unmasked Estep 
Score: -8944519.000000 Penalty: 5329.953125
	Iteration 21Q: 3 clusters Score -8944519 nChanged 597
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11049 members 
Mstep: Class 2 contains 35389 members 
Entering Unmasked Estep 
Score: -8944506.000000 Penalty: 5329.953125
	Iteration 22Q: 3 clusters Score -8944506 nChanged 658
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10391 members 
Mstep: Class 2 contains 36047 members 
Entering Unmasked Estep 
Score: -8944457.000000 Penalty: 5329.953125
	Iteration 23Q: 3 clusters Score -8944457 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9734 members 
Mstep: Class 2 contains 36704 members 
Entering Unmasked Estep 
Score: -8944405.000000 Penalty: 5329.953125
	Iteration 24Q: 3 clusters Score -8944405 nChanged 701
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9033 members 
Mstep: Class 2 contains 37405 members 
Entering Unmasked Estep 
Score: -8944346.000000 Penalty: 5329.953125
	Iteration 25Q: 3 clusters Score -8944346 nChanged 761
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8272 members 
Mstep: Class 2 contains 38166 members 
Entering Unmasked Estep 
Score: -8944265.000000 Penalty: 5329.953125
	Iteration 26Q: 3 clusters Score -8944265 nChanged 811
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7461 members 
Mstep: Class 2 contains 38977 members 
Entering Unmasked Estep 
Score: -8944224.000000 Penalty: 5329.953125
	Iteration 27Q: 3 clusters Score -8944224 nChanged 804
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6657 members 
Mstep: Class 2 contains 39781 members 
Entering Unmasked Estep 
Score: -8944133.000000 Penalty: 5329.953125
	Iteration 28Q: 3 clusters Score -8944133 nChanged 757
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5902 members 
Mstep: Class 2 contains 40536 members 
Entering Unmasked Estep 
Score: -8944242.000000 Penalty: 5329.953125
	Iteration 29Q: 3 clusters Score -8944242 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5284 members 
Mstep: Class 2 contains 41154 members 
Entering Unmasked Estep 
Score: -8944242.000000 Penalty: 5329.953125
	Iteration 30Q: 3 clusters Score -8944242 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4799 members 
Mstep: Class 2 contains 41639 members 
Entering Unmasked Estep 
Score: -8944245.000000 Penalty: 5329.953125
	Iteration 31Q: 3 clusters Score -8944245 nChanged 394
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4407 members 
Mstep: Class 2 contains 42031 members 
Entering Unmasked Estep 
Score: -8944197.000000 Penalty: 5329.953125
	Iteration 32Q: 3 clusters Score -8944197 nChanged 400
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4013 members 
Mstep: Class 2 contains 42425 members 
Entering Unmasked Estep 
Score: -8944241.000000 Penalty: 5329.953125
	Iteration 33Q: 3 clusters Score -8944241 nChanged 355
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3666 members 
Mstep: Class 2 contains 42772 members 
Entering Unmasked Estep 
Score: -8944236.000000 Penalty: 5329.953125
	Iteration 34Q: 3 clusters Score -8944236 nChanged 317
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3355 members 
Mstep: Class 2 contains 43083 members 
Entering Unmasked Estep 
Score: -8944176.000000 Penalty: 5329.953125
	Iteration 35Q: 3 clusters Score -8944176 nChanged 268
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3093 members 
Mstep: Class 2 contains 43345 members 
Entering Unmasked Estep 
Score: -8944157.000000 Penalty: 5329.953125
	Iteration 36Q: 3 clusters Score -8944157 nChanged 242
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2859 members 
Mstep: Class 2 contains 43579 members 
Entering Unmasked Estep 
Score: -8944118.000000 Penalty: 5329.953125
	Iteration 37Q: 3 clusters Score -8944118 nChanged 226
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2643 members 
Mstep: Class 2 contains 43795 members 
Entering Unmasked Estep 
Score: -8944091.000000 Penalty: 5329.953125
	Iteration 38Q: 3 clusters Score -8944091 nChanged 218
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2433 members 
Mstep: Class 2 contains 44005 members 
Entering Unmasked Estep 
Score: -8944109.000000 Penalty: 5329.953125
	Iteration 39Q: 3 clusters Score -8944109 nChanged 168
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2273 members 
Mstep: Class 2 contains 44165 members 
Entering Unmasked Estep 
Score: -8944121.000000 Penalty: 5329.953125
	Iteration 40F: 3 clusters Score -8944121 nChanged 171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2104 members 
Mstep: Class 2 contains 44334 members 
Entering Unmasked Estep 
Score: -8944095.000000 Penalty: 5329.953125
	Iteration 41Q: 3 clusters Score -8944095 nChanged 154
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1952 members 
Mstep: Class 2 contains 44486 members 
Entering Unmasked Estep 
Score: -8944089.000000 Penalty: 5329.953125
	Iteration 42Q: 3 clusters Score -8944089 nChanged 150
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1810 members 
Mstep: Class 2 contains 44628 members 
Entering Unmasked Estep 
Score: -8944076.000000 Penalty: 5329.953125
	Iteration 43Q: 3 clusters Score -8944076 nChanged 123
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1695 members 
Mstep: Class 2 contains 44743 members 
Entering Unmasked Estep 
Score: -8944074.000000 Penalty: 5329.953125
	Iteration 44Q: 3 clusters Score -8944074 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1591 members 
Mstep: Class 2 contains 44847 members 
Entering Unmasked Estep 
Score: -8944069.000000 Penalty: 5329.953125
	Iteration 45Q: 3 clusters Score -8944069 nChanged 101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1500 members 
Mstep: Class 2 contains 44938 members 
Entering Unmasked Estep 
Score: -8944056.000000 Penalty: 5329.953125
	Iteration 46Q: 3 clusters Score -8944056 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1395 members 
Mstep: Class 2 contains 45043 members 
Entering Unmasked Estep 
Score: -8944030.000000 Penalty: 5329.953125
	Iteration 47Q: 3 clusters Score -8944030 nChanged 79
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1322 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8944038.000000 Penalty: 5329.953125
	Iteration 48Q: 3 clusters Score -8944038 nChanged 59
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1269 members 
Mstep: Class 2 contains 45169 members 
Entering Unmasked Estep 
Score: -8944032.000000 Penalty: 5329.953125
	Iteration 49Q: 3 clusters Score -8944032 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1222 members 
Mstep: Class 2 contains 45216 members 
Entering Unmasked Estep 
Score: -8944025.000000 Penalty: 5329.953125
	Iteration 50Q: 3 clusters Score -8944025 nChanged 47
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1179 members 
Mstep: Class 2 contains 45259 members 
Entering Unmasked Estep 
Score: -8944030.000000 Penalty: 5329.953125
	Iteration 51Q: 3 clusters Score -8944030 nChanged 51
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1130 members 
Mstep: Class 2 contains 45308 members 
Entering Unmasked Estep 
Score: -8944025.000000 Penalty: 5329.953125
	Iteration 52Q: 3 clusters Score -8944025 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1086 members 
Mstep: Class 2 contains 45352 members 
Entering Unmasked Estep 
Score: -8944024.000000 Penalty: 5329.953125
	Iteration 53Q: 3 clusters Score -8944024 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1054 members 
Mstep: Class 2 contains 45384 members 
Entering Unmasked Estep 
Score: -8944014.000000 Penalty: 5329.953125
	Iteration 54Q: 3 clusters Score -8944014 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1025 members 
Mstep: Class 2 contains 45413 members 
Entering Unmasked Estep 
Score: -8944019.000000 Penalty: 5329.953125
	Iteration 55Q: 3 clusters Score -8944019 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 45433 members 
Entering Unmasked Estep 
Score: -8944011.000000 Penalty: 5329.953125
	Iteration 56Q: 3 clusters Score -8944011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 986 members 
Mstep: Class 2 contains 45452 members 
Entering Unmasked Estep 
Score: -8944005.000000 Penalty: 5329.953125
	Iteration 57Q: 3 clusters Score -8944005 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 966 members 
Mstep: Class 2 contains 45472 members 
Entering Unmasked Estep 
Score: -8944011.000000 Penalty: 5329.953125
	Iteration 58Q: 3 clusters Score -8944011 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 947 members 
Mstep: Class 2 contains 45491 members 
Entering Unmasked Estep 
Score: -8944005.000000 Penalty: 5329.953125
	Iteration 59Q: 3 clusters Score -8944005 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 923 members 
Mstep: Class 2 contains 45515 members 
Entering Unmasked Estep 
Score: -8944008.000000 Penalty: 5329.953125
	Iteration 60F: 3 clusters Score -8944008 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 45536 members 
Entering Unmasked Estep 
Score: -8944007.000000 Penalty: 5329.953125
	Iteration 61Q: 3 clusters Score -8944007 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 881 members 
Mstep: Class 2 contains 45557 members 
Entering Unmasked Estep 
Score: -8944002.000000 Penalty: 5329.953125
	Iteration 62Q: 3 clusters Score -8944002 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 865 members 
Mstep: Class 2 contains 45573 members 
Entering Unmasked Estep 
Score: -8944000.000000 Penalty: 5329.953125
	Iteration 63Q: 3 clusters Score -8944000 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 853 members 
Mstep: Class 2 contains 45585 members 
Entering Unmasked Estep 
Score: -8943991.000000 Penalty: 5329.953125
	Iteration 64Q: 3 clusters Score -8943991 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 844 members 
Mstep: Class 2 contains 45594 members 
Entering Unmasked Estep 
Score: -8943997.000000 Penalty: 5329.953125
	Iteration 65Q: 3 clusters Score -8943997 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 839 members 
Mstep: Class 2 contains 45599 members 
Entering Unmasked Estep 
Score: -8943997.000000 Penalty: 5329.953125
	Iteration 66Q: 3 clusters Score -8943997 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 835 members 
Mstep: Class 2 contains 45603 members 
Entering Unmasked Estep 
Score: -8943999.000000 Penalty: 5329.953125
	Iteration 67Q: 3 clusters Score -8943999 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 831 members 
Mstep: Class 2 contains 45607 members 
Entering Unmasked Estep 
Score: -8944013.000000 Penalty: 5329.953125
	Iteration 68Q: 3 clusters Score -8944013 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 827 members 
Mstep: Class 2 contains 45611 members 
Entering Unmasked Estep 
Score: -8944004.000000 Penalty: 5329.953125
	Iteration 69Q: 3 clusters Score -8944004 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 45616 members 
Entering Unmasked Estep 
Score: -8944003.000000 Penalty: 5329.953125
	Iteration 70Q: 3 clusters Score -8944003 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 820 members 
Mstep: Class 2 contains 45618 members 
Entering Unmasked Estep 
Score: -8944006.000000 Penalty: 5329.953125
	Iteration 71Q: 3 clusters Score -8944006 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 812 members 
Mstep: Class 2 contains 45626 members 
Entering Unmasked Estep 
Score: -8943998.000000 Penalty: 5329.953125
	Iteration 72Q: 3 clusters Score -8943998 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 810 members 
Mstep: Class 2 contains 45628 members 
Entering Unmasked Estep 
Score: -8943996.000000 Penalty: 5329.953125
	Iteration 73Q: 3 clusters Score -8943996 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 806 members 
Mstep: Class 2 contains 45632 members 
Entering Unmasked Estep 
Score: -8943984.000000 Penalty: 5329.953125
	Iteration 74Q: 3 clusters Score -8943984 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 800 members 
Mstep: Class 2 contains 45638 members 
Entering Unmasked Estep 
Score: -8943985.000000 Penalty: 5329.953125
	Iteration 75Q: 3 clusters Score -8943985 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 795 members 
Mstep: Class 2 contains 45643 members 
Entering Unmasked Estep 
Score: -8943981.000000 Penalty: 5329.953125
	Iteration 76Q: 3 clusters Score -8943981 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -8943982.000000 Penalty: 5329.953125
	Iteration 77Q: 3 clusters Score -8943982 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 796 members 
Mstep: Class 2 contains 45642 members 
Entering Unmasked Estep 
Score: -8943982.000000 Penalty: 5329.953125
	Iteration 78F: 3 clusters Score -8943982 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 38 (1075 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1075 members 
Entering Unmasked Estep 
Score: -204498.718750 Penalty: 1731.058838
	Iteration 0F: 2 clusters Score -204498.7 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 519 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -202490.625000 Penalty: 3462.117676
	Iteration 0F: 3 clusters Score -202490.6 nChanged 291
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 564 members 
Mstep: Class 2 contains 511 members 
Entering Unmasked Estep 
Score: -202929.421875 Penalty: 3462.117676
	Iteration 1F: 3 clusters Score -202929.4 nChanged 98
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 616 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -203200.250000 Penalty: 3462.117676
	Iteration 2F: 3 clusters Score -203200.2 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 678 members 
Mstep: Class 2 contains 397 members 
Entering Unmasked Estep 
Score: -203369.687500 Penalty: 3462.117676
	Iteration 3F: 3 clusters Score -203369.7 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 735 members 
Mstep: Class 2 contains 340 members 
Entering Unmasked Estep 
Score: -203518.390625 Penalty: 3462.117676
	Iteration 4F: 3 clusters Score -203518.4 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 794 members 
Mstep: Class 2 contains 281 members 
Entering Unmasked Estep 
Score: -203649.343750 Penalty: 3462.117676
	Iteration 5F: 3 clusters Score -203649.3 nChanged 52
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 832 members 
Mstep: Class 2 contains 243 members 
Entering Unmasked Estep 
Score: -203752.218750 Penalty: 3462.117676
	Iteration 6Q: 3 clusters Score -203752.2 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -203806.843750 Penalty: 3462.117676
	Iteration 7Q: 3 clusters Score -203806.8 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 850 members 
Mstep: Class 2 contains 225 members 
Entering Unmasked Estep 
Score: -203830.140625 Penalty: 3462.117676
	Iteration 8Q: 3 clusters Score -203830.1 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 855 members 
Mstep: Class 2 contains 220 members 
Entering Unmasked Estep 
Score: -203836.531250 Penalty: 3462.117676
	Iteration 9Q: 3 clusters Score -203836.5 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 856 members 
Mstep: Class 2 contains 219 members 
Entering Unmasked Estep 
Score: -203837.562500 Penalty: 3462.117676
	Iteration 10Q: 3 clusters Score -203837.6 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -203841.015625 Penalty: 3462.117676
	Iteration 11Q: 3 clusters Score -203841 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 857 members 
Mstep: Class 2 contains 218 members 
Entering Unmasked Estep 
Score: -203841.015625 Penalty: 3462.117676
	Iteration 12F: 3 clusters Score -203841 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 39 (23686 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23686 members 
Entering Unmasked Estep 
Score: -4754960.500000 Penalty: 2498.014648
	Iteration 0F: 2 clusters Score -4754960 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11771 members 
Mstep: Class 2 contains 11915 members 
Entering Unmasked Estep 
Score: -4738868.000000 Penalty: 4996.029297
	Iteration 0F: 3 clusters Score -4738868 nChanged 10540
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11579 members 
Mstep: Class 2 contains 12107 members 
Entering Unmasked Estep 
Score: -4744492.500000 Penalty: 4996.029297
	Iteration 1F: 3 clusters Score -4744492 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11437 members 
Mstep: Class 2 contains 12249 members 
Entering Unmasked Estep 
Score: -4744851.000000 Penalty: 4996.029297
	Iteration 2Q: 3 clusters Score -4744851 nChanged 1002
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11237 members 
Mstep: Class 2 contains 12449 members 
Entering Unmasked Estep 
Score: -4745145.000000 Penalty: 4996.029297
	Iteration 3Q: 3 clusters Score -4745145 nChanged 852
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10973 members 
Mstep: Class 2 contains 12713 members 
Entering Unmasked Estep 
Score: -4745405.500000 Penalty: 4996.029297
	Iteration 4Q: 3 clusters Score -4745406 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10652 members 
Mstep: Class 2 contains 13034 members 
Entering Unmasked Estep 
Score: -4745636.500000 Penalty: 4996.029297
	Iteration 5Q: 3 clusters Score -4745636 nChanged 787
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10205 members 
Mstep: Class 2 contains 13481 members 
Entering Unmasked Estep 
Score: -4745879.000000 Penalty: 4996.029297
	Iteration 6Q: 3 clusters Score -4745879 nChanged 729
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9684 members 
Mstep: Class 2 contains 14002 members 
Entering Unmasked Estep 
Score: -4746165.000000 Penalty: 4996.029297
	Iteration 7Q: 3 clusters Score -4746165 nChanged 830
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8984 members 
Mstep: Class 2 contains 14702 members 
Entering Unmasked Estep 
Score: -4746546.500000 Penalty: 4996.029297
	Iteration 8Q: 3 clusters Score -4746546 nChanged 949
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8107 members 
Mstep: Class 2 contains 15579 members 
Entering Unmasked Estep 
Score: -4747019.500000 Penalty: 4996.029297
	Iteration 9Q: 3 clusters Score -4747020 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7002 members 
Mstep: Class 2 contains 16684 members 
Entering Unmasked Estep 
Score: -4747726.000000 Penalty: 4996.029297
	Iteration 10Q: 3 clusters Score -4747726 nChanged 1332
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5684 members 
Mstep: Class 2 contains 18002 members 
Entering Unmasked Estep 
Score: -4748657.500000 Penalty: 4996.029297
	Iteration 11F: 3 clusters Score -4748658 nChanged 1406
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4290 members 
Mstep: Class 2 contains 19396 members 
Entering Unmasked Estep 
Score: -4749667.000000 Penalty: 4996.029297
	Iteration 12F: 3 clusters Score -4749667 nChanged 1341
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2955 members 
Mstep: Class 2 contains 20731 members 
Entering Unmasked Estep 
Score: -4750692.500000 Penalty: 4996.029297
	Iteration 13F: 3 clusters Score -4750692 nChanged 1049
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1918 members 
Mstep: Class 2 contains 21768 members 
Entering Unmasked Estep 
Score: -4751485.000000 Penalty: 4996.029297
	Iteration 14Q: 3 clusters Score -4751485 nChanged 697
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1225 members 
Mstep: Class 2 contains 22461 members 
Entering Unmasked Estep 
Score: -4752044.000000 Penalty: 4996.029297
	Iteration 15Q: 3 clusters Score -4752044 nChanged 416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 22867 members 
Entering Unmasked Estep 
Score: -4752393.500000 Penalty: 4996.029297
	Iteration 16Q: 3 clusters Score -4752394 nChanged 202
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 23055 members 
Entering Unmasked Estep 
Score: -4752558.000000 Penalty: 4996.029297
	Iteration 17Q: 3 clusters Score -4752558 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 536 members 
Mstep: Class 2 contains 23150 members 
Entering Unmasked Estep 
Score: -4752644.500000 Penalty: 4996.029297
	Iteration 18Q: 3 clusters Score -4752644 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 23209 members 
Entering Unmasked Estep 
Score: -4752702.000000 Penalty: 4996.029297
	Iteration 19Q: 3 clusters Score -4752702 nChanged 48
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 445 members 
Mstep: Class 2 contains 23241 members 
Entering Unmasked Estep 
Score: -4752741.000000 Penalty: 4996.029297
	Iteration 20F: 3 clusters Score -4752741 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 421 members 
Mstep: Class 2 contains 23265 members 
Entering Unmasked Estep 
Score: -4752760.500000 Penalty: 4996.029297
	Iteration 21Q: 3 clusters Score -4752760 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 400 members 
Mstep: Class 2 contains 23286 members 
Entering Unmasked Estep 
Score: -4752773.000000 Penalty: 4996.029297
	Iteration 22Q: 3 clusters Score -4752773 nChanged 24
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 382 members 
Mstep: Class 2 contains 23304 members 
Entering Unmasked Estep 
Score: -4752801.000000 Penalty: 4996.029297
	Iteration 23Q: 3 clusters Score -4752801 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 376 members 
Mstep: Class 2 contains 23310 members 
Entering Unmasked Estep 
Score: -4752818.000000 Penalty: 4996.029297
	Iteration 24Q: 3 clusters Score -4752818 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 23312 members 
Entering Unmasked Estep 
Score: -4752822.500000 Penalty: 4996.029297
	Iteration 25Q: 3 clusters Score -4752822 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4752824.000000 Penalty: 4996.029297
	Iteration 26Q: 3 clusters Score -4752824 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -4752825.000000 Penalty: 4996.029297
	Iteration 27Q: 3 clusters Score -4752825 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4752829.500000 Penalty: 4996.029297
	Iteration 28Q: 3 clusters Score -4752830 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4752826.000000 Penalty: 4996.029297
	Iteration 29Q: 3 clusters Score -4752826 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 372 members 
Mstep: Class 2 contains 23314 members 
Entering Unmasked Estep 
Score: -4752825.000000 Penalty: 4996.029297
	Iteration 30Q: 3 clusters Score -4752825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 371 members 
Mstep: Class 2 contains 23315 members 
Entering Unmasked Estep 
Score: -4752825.000000 Penalty: 4996.029297
	Iteration 31Q: 3 clusters Score -4752825 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 370 members 
Mstep: Class 2 contains 23316 members 
Entering Unmasked Estep 
Score: -4752826.500000 Penalty: 4996.029297
	Iteration 32Q: 3 clusters Score -4752826 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 369 members 
Mstep: Class 2 contains 23317 members 
Entering Unmasked Estep 
Score: -4752830.500000 Penalty: 4996.029297
	Iteration 33Q: 3 clusters Score -4752830 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 368 members 
Mstep: Class 2 contains 23318 members 
Entering Unmasked Estep 
Score: -4752829.000000 Penalty: 4996.029297
	Iteration 34Q: 3 clusters Score -4752829 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 366 members 
Mstep: Class 2 contains 23320 members 
Entering Unmasked Estep 
Score: -4752831.000000 Penalty: 4996.029297
	Iteration 35Q: 3 clusters Score -4752831 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 362 members 
Mstep: Class 2 contains 23324 members 
Entering Unmasked Estep 
Score: -4752838.500000 Penalty: 4996.029297
	Iteration 36Q: 3 clusters Score -4752838 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 359 members 
Mstep: Class 2 contains 23327 members 
Entering Unmasked Estep 
Score: -4752843.000000 Penalty: 4996.029297
	Iteration 37Q: 3 clusters Score -4752843 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 356 members 
Mstep: Class 2 contains 23330 members 
Entering Unmasked Estep 
Score: -4752845.000000 Penalty: 4996.029297
	Iteration 38Q: 3 clusters Score -4752845 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4752847.500000 Penalty: 4996.029297
	Iteration 39Q: 3 clusters Score -4752848 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 354 members 
Mstep: Class 2 contains 23332 members 
Entering Unmasked Estep 
Score: -4752847.500000 Penalty: 4996.029297
	Iteration 40F: 3 clusters Score -4752848 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 40 (20456 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20456 members 
Entering Unmasked Estep 
Score: -4100607.250000 Penalty: 2461.655762
	Iteration 0F: 2 clusters Score -4100607 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 10289 members 
Entering Unmasked Estep 
Score: -4086262.250000 Penalty: 4923.311523
	Iteration 0F: 3 clusters Score -4086262 nChanged 8974
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9747 members 
Mstep: Class 2 contains 10709 members 
Entering Unmasked Estep 
Score: -4090977.750000 Penalty: 4923.311523
	Iteration 1F: 3 clusters Score -4090978 nChanged 1094
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9363 members 
Mstep: Class 2 contains 11093 members 
Entering Unmasked Estep 
Score: -4091372.000000 Penalty: 4923.311523
	Iteration 2F: 3 clusters Score -4091372 nChanged 987
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8818 members 
Mstep: Class 2 contains 11638 members 
Entering Unmasked Estep 
Score: -4091760.250000 Penalty: 4923.311523
	Iteration 3Q: 3 clusters Score -4091760 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8072 members 
Mstep: Class 2 contains 12384 members 
Entering Unmasked Estep 
Score: -4092226.000000 Penalty: 4923.311523
	Iteration 4Q: 3 clusters Score -4092226 nChanged 1107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7159 members 
Mstep: Class 2 contains 13297 members 
Entering Unmasked Estep 
Score: -4092776.750000 Penalty: 4923.311523
	Iteration 5F: 3 clusters Score -4092777 nChanged 1157
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6140 members 
Mstep: Class 2 contains 14316 members 
Entering Unmasked Estep 
Score: -4093433.250000 Penalty: 4923.311523
	Iteration 6F: 3 clusters Score -4093433 nChanged 1163
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5039 members 
Mstep: Class 2 contains 15417 members 
Entering Unmasked Estep 
Score: -4094219.500000 Penalty: 4923.311523
	Iteration 7F: 3 clusters Score -4094220 nChanged 1198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3879 members 
Mstep: Class 2 contains 16577 members 
Entering Unmasked Estep 
Score: -4095072.250000 Penalty: 4923.311523
	Iteration 8F: 3 clusters Score -4095072 nChanged 1137
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2762 members 
Mstep: Class 2 contains 17694 members 
Entering Unmasked Estep 
Score: -4096014.750000 Penalty: 4923.311523
	Iteration 9F: 3 clusters Score -4096015 nChanged 988
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1776 members 
Mstep: Class 2 contains 18680 members 
Entering Unmasked Estep 
Score: -4096880.000000 Penalty: 4923.311523
	Iteration 10Q: 3 clusters Score -4096880 nChanged 651
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1131 members 
Mstep: Class 2 contains 19325 members 
Entering Unmasked Estep 
Score: -4097481.500000 Penalty: 4923.311523
	Iteration 11Q: 3 clusters Score -4097482 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 718 members 
Mstep: Class 2 contains 19738 members 
Entering Unmasked Estep 
Score: -4097884.750000 Penalty: 4923.311523
	Iteration 12Q: 3 clusters Score -4097885 nChanged 241
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 19971 members 
Entering Unmasked Estep 
Score: -4098125.750000 Penalty: 4923.311523
	Iteration 13Q: 3 clusters Score -4098126 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 381 members 
Mstep: Class 2 contains 20075 members 
Entering Unmasked Estep 
Score: -4098251.750000 Penalty: 4923.311523
	Iteration 14Q: 3 clusters Score -4098252 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 338 members 
Mstep: Class 2 contains 20118 members 
Entering Unmasked Estep 
Score: -4098319.500000 Penalty: 4923.311523
	Iteration 15Q: 3 clusters Score -4098320 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 20147 members 
Entering Unmasked Estep 
Score: -4098364.750000 Penalty: 4923.311523
	Iteration 16Q: 3 clusters Score -4098365 nChanged 20
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 291 members 
Mstep: Class 2 contains 20165 members 
Entering Unmasked Estep 
Score: -4098386.500000 Penalty: 4923.311523
	Iteration 17Q: 3 clusters Score -4098386 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 282 members 
Mstep: Class 2 contains 20174 members 
Entering Unmasked Estep 
Score: -4098414.000000 Penalty: 4923.311523
	Iteration 18Q: 3 clusters Score -4098414 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 272 members 
Mstep: Class 2 contains 20184 members 
Entering Unmasked Estep 
Score: -4098423.750000 Penalty: 4923.311523
	Iteration 19Q: 3 clusters Score -4098424 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 264 members 
Mstep: Class 2 contains 20192 members 
Entering Unmasked Estep 
Score: -4098437.250000 Penalty: 4923.311523
	Iteration 20F: 3 clusters Score -4098437 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4098447.750000 Penalty: 4923.311523
	Iteration 21Q: 3 clusters Score -4098448 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4098450.750000 Penalty: 4923.311523
	Iteration 22Q: 3 clusters Score -4098451 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 258 members 
Mstep: Class 2 contains 20198 members 
Entering Unmasked Estep 
Score: -4098453.000000 Penalty: 4923.311523
	Iteration 23Q: 3 clusters Score -4098453 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4098451.250000 Penalty: 4923.311523
	Iteration 24Q: 3 clusters Score -4098451 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 257 members 
Mstep: Class 2 contains 20199 members 
Entering Unmasked Estep 
Score: -4098451.250000 Penalty: 4923.311523
	Iteration 25F: 3 clusters Score -4098451 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 41 (20397 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20397 members 
Entering Unmasked Estep 
Score: -3763391.500000 Penalty: 2460.939453
	Iteration 0F: 2 clusters Score -3763392 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10236 members 
Mstep: Class 2 contains 10161 members 
Entering Unmasked Estep 
Score: -3749155.500000 Penalty: 4921.878906
	Iteration 0F: 3 clusters Score -3749156 nChanged 8863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10561 members 
Mstep: Class 2 contains 9836 members 
Entering Unmasked Estep 
Score: -3753860.500000 Penalty: 4921.878906
	Iteration 1F: 3 clusters Score -3753860 nChanged 1062
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10715 members 
Mstep: Class 2 contains 9682 members 
Entering Unmasked Estep 
Score: -3754239.750000 Penalty: 4921.878906
	Iteration 2F: 3 clusters Score -3754240 nChanged 945
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10926 members 
Mstep: Class 2 contains 9471 members 
Entering Unmasked Estep 
Score: -3754605.500000 Penalty: 4921.878906
	Iteration 3Q: 3 clusters Score -3754606 nChanged 863
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11167 members 
Mstep: Class 2 contains 9230 members 
Entering Unmasked Estep 
Score: -3754977.250000 Penalty: 4921.878906
	Iteration 4Q: 3 clusters Score -3754977 nChanged 775
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11470 members 
Mstep: Class 2 contains 8927 members 
Entering Unmasked Estep 
Score: -3755288.500000 Penalty: 4921.878906
	Iteration 5Q: 3 clusters Score -3755288 nChanged 770
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11802 members 
Mstep: Class 2 contains 8595 members 
Entering Unmasked Estep 
Score: -3755676.750000 Penalty: 4921.878906
	Iteration 6Q: 3 clusters Score -3755677 nChanged 820
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12186 members 
Mstep: Class 2 contains 8211 members 
Entering Unmasked Estep 
Score: -3756102.000000 Penalty: 4921.878906
	Iteration 7Q: 3 clusters Score -3756102 nChanged 809
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12619 members 
Mstep: Class 2 contains 7778 members 
Entering Unmasked Estep 
Score: -3756511.500000 Penalty: 4921.878906
	Iteration 8Q: 3 clusters Score -3756512 nChanged 822
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13095 members 
Mstep: Class 2 contains 7302 members 
Entering Unmasked Estep 
Score: -3756947.500000 Penalty: 4921.878906
	Iteration 9Q: 3 clusters Score -3756948 nChanged 793
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13576 members 
Mstep: Class 2 contains 6821 members 
Entering Unmasked Estep 
Score: -3757341.250000 Penalty: 4921.878906
	Iteration 10Q: 3 clusters Score -3757341 nChanged 751
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14103 members 
Mstep: Class 2 contains 6294 members 
Entering Unmasked Estep 
Score: -3757747.750000 Penalty: 4921.878906
	Iteration 11Q: 3 clusters Score -3757748 nChanged 766
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14701 members 
Mstep: Class 2 contains 5696 members 
Entering Unmasked Estep 
Score: -3758169.750000 Penalty: 4921.878906
	Iteration 12Q: 3 clusters Score -3758170 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15317 members 
Mstep: Class 2 contains 5080 members 
Entering Unmasked Estep 
Score: -3758594.750000 Penalty: 4921.878906
	Iteration 13Q: 3 clusters Score -3758595 nChanged 669
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15910 members 
Mstep: Class 2 contains 4487 members 
Entering Unmasked Estep 
Score: -3758973.000000 Penalty: 4921.878906
	Iteration 14Q: 3 clusters Score -3758973 nChanged 631
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16479 members 
Mstep: Class 2 contains 3918 members 
Entering Unmasked Estep 
Score: -3759349.500000 Penalty: 4921.878906
	Iteration 15Q: 3 clusters Score -3759350 nChanged 568
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17003 members 
Mstep: Class 2 contains 3394 members 
Entering Unmasked Estep 
Score: -3759686.750000 Penalty: 4921.878906
	Iteration 16Q: 3 clusters Score -3759687 nChanged 487
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17466 members 
Mstep: Class 2 contains 2931 members 
Entering Unmasked Estep 
Score: -3759983.500000 Penalty: 4921.878906
	Iteration 17Q: 3 clusters Score -3759984 nChanged 419
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17865 members 
Mstep: Class 2 contains 2532 members 
Entering Unmasked Estep 
Score: -3760220.000000 Penalty: 4921.878906
	Iteration 18Q: 3 clusters Score -3760220 nChanged 366
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18215 members 
Mstep: Class 2 contains 2182 members 
Entering Unmasked Estep 
Score: -3760447.000000 Penalty: 4921.878906
	Iteration 19Q: 3 clusters Score -3760447 nChanged 283
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18484 members 
Mstep: Class 2 contains 1913 members 
Entering Unmasked Estep 
Score: -3760601.750000 Penalty: 4921.878906
	Iteration 20F: 3 clusters Score -3760602 nChanged 234
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18706 members 
Mstep: Class 2 contains 1691 members 
Entering Unmasked Estep 
Score: -3760725.250000 Penalty: 4921.878906
	Iteration 21Q: 3 clusters Score -3760725 nChanged 190
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18896 members 
Mstep: Class 2 contains 1501 members 
Entering Unmasked Estep 
Score: -3760829.250000 Penalty: 4921.878906
	Iteration 22Q: 3 clusters Score -3760829 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19022 members 
Mstep: Class 2 contains 1375 members 
Entering Unmasked Estep 
Score: -3760892.500000 Penalty: 4921.878906
	Iteration 23Q: 3 clusters Score -3760892 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19126 members 
Mstep: Class 2 contains 1271 members 
Entering Unmasked Estep 
Score: -3760962.750000 Penalty: 4921.878906
	Iteration 24Q: 3 clusters Score -3760963 nChanged 107
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19225 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -3761028.500000 Penalty: 4921.878906
	Iteration 25Q: 3 clusters Score -3761028 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19310 members 
Mstep: Class 2 contains 1087 members 
Entering Unmasked Estep 
Score: -3761077.250000 Penalty: 4921.878906
	Iteration 26Q: 3 clusters Score -3761077 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19383 members 
Mstep: Class 2 contains 1014 members 
Entering Unmasked Estep 
Score: -3761118.000000 Penalty: 4921.878906
	Iteration 27Q: 3 clusters Score -3761118 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19449 members 
Mstep: Class 2 contains 948 members 
Entering Unmasked Estep 
Score: -3761158.500000 Penalty: 4921.878906
	Iteration 28Q: 3 clusters Score -3761158 nChanged 66
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19507 members 
Mstep: Class 2 contains 890 members 
Entering Unmasked Estep 
Score: -3761205.750000 Penalty: 4921.878906
	Iteration 29Q: 3 clusters Score -3761206 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19544 members 
Mstep: Class 2 contains 853 members 
Entering Unmasked Estep 
Score: -3761222.250000 Penalty: 4921.878906
	Iteration 30Q: 3 clusters Score -3761222 nChanged 40
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19578 members 
Mstep: Class 2 contains 819 members 
Entering Unmasked Estep 
Score: -3761245.750000 Penalty: 4921.878906
	Iteration 31Q: 3 clusters Score -3761246 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19604 members 
Mstep: Class 2 contains 793 members 
Entering Unmasked Estep 
Score: -3761267.500000 Penalty: 4921.878906
	Iteration 32Q: 3 clusters Score -3761268 nChanged 30
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19622 members 
Mstep: Class 2 contains 775 members 
Entering Unmasked Estep 
Score: -3761288.000000 Penalty: 4921.878906
	Iteration 33Q: 3 clusters Score -3761288 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19633 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -3761295.250000 Penalty: 4921.878906
	Iteration 34Q: 3 clusters Score -3761295 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19642 members 
Mstep: Class 2 contains 755 members 
Entering Unmasked Estep 
Score: -3761305.250000 Penalty: 4921.878906
	Iteration 35Q: 3 clusters Score -3761305 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19653 members 
Mstep: Class 2 contains 744 members 
Entering Unmasked Estep 
Score: -3761312.250000 Penalty: 4921.878906
	Iteration 36Q: 3 clusters Score -3761312 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19667 members 
Mstep: Class 2 contains 730 members 
Entering Unmasked Estep 
Score: -3761322.250000 Penalty: 4921.878906
	Iteration 37Q: 3 clusters Score -3761322 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19675 members 
Mstep: Class 2 contains 722 members 
Entering Unmasked Estep 
Score: -3761328.750000 Penalty: 4921.878906
	Iteration 38Q: 3 clusters Score -3761329 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19684 members 
Mstep: Class 2 contains 713 members 
Entering Unmasked Estep 
Score: -3761342.000000 Penalty: 4921.878906
	Iteration 39Q: 3 clusters Score -3761342 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19690 members 
Mstep: Class 2 contains 707 members 
Entering Unmasked Estep 
Score: -3761340.000000 Penalty: 4921.878906
	Iteration 40F: 3 clusters Score -3761340 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19694 members 
Mstep: Class 2 contains 703 members 
Entering Unmasked Estep 
Score: -3761344.750000 Penalty: 4921.878906
	Iteration 41Q: 3 clusters Score -3761345 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19697 members 
Mstep: Class 2 contains 700 members 
Entering Unmasked Estep 
Score: -3761350.500000 Penalty: 4921.878906
	Iteration 42Q: 3 clusters Score -3761350 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19701 members 
Mstep: Class 2 contains 696 members 
Entering Unmasked Estep 
Score: -3761353.250000 Penalty: 4921.878906
	Iteration 43Q: 3 clusters Score -3761353 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3761358.500000 Penalty: 4921.878906
	Iteration 44Q: 3 clusters Score -3761358 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19705 members 
Mstep: Class 2 contains 692 members 
Entering Unmasked Estep 
Score: -3761354.250000 Penalty: 4921.878906
	Iteration 45Q: 3 clusters Score -3761354 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19706 members 
Mstep: Class 2 contains 691 members 
Entering Unmasked Estep 
Score: -3761355.250000 Penalty: 4921.878906
	Iteration 46Q: 3 clusters Score -3761355 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3761356.250000 Penalty: 4921.878906
	Iteration 47Q: 3 clusters Score -3761356 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3761357.500000 Penalty: 4921.878906
	Iteration 48Q: 3 clusters Score -3761358 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19707 members 
Mstep: Class 2 contains 690 members 
Entering Unmasked Estep 
Score: -3761357.500000 Penalty: 4921.878906
	Iteration 49F: 3 clusters Score -3761358 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 42 (113 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 113 members 
Entering Unmasked Estep 
Score: -11794.523438 Penalty: 1172.392212
	Iteration 0F: 2 clusters Score -11794.52 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 57 members 
Mstep: Class 2 contains 56 members 
Entering Unmasked Estep 
Score: -11292.479492 Penalty: 2344.784424
	Iteration 0F: 3 clusters Score -11292.48 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 51 members 
Mstep: Class 2 contains 62 members 
Entering Unmasked Estep 
Score: -11351.726562 Penalty: 2344.784424
	Iteration 1F: 3 clusters Score -11351.73 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 50 members 
Mstep: Class 2 contains 63 members 
Entering Unmasked Estep 
Score: -11359.398438 Penalty: 2344.784424
	Iteration 2Q: 3 clusters Score -11359.4 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11367.623047 Penalty: 2344.784424
	Iteration 3Q: 3 clusters Score -11367.62 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 49 members 
Mstep: Class 2 contains 64 members 
Entering Unmasked Estep 
Score: -11367.623047 Penalty: 2344.784424
	Iteration 4F: 3 clusters Score -11367.62 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 43 (25755 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25755 members 
Entering Unmasked Estep 
Score: -4918826.000000 Penalty: 2518.783447
	Iteration 0F: 2 clusters Score -4918826 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12833 members 
Mstep: Class 2 contains 12922 members 
Entering Unmasked Estep 
Score: -4901220.000000 Penalty: 5037.566895
	Iteration 0F: 3 clusters Score -4901220 nChanged 11416
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12779 members 
Mstep: Class 2 contains 12976 members 
Entering Unmasked Estep 
Score: -4907143.500000 Penalty: 5037.566895
	Iteration 1F: 3 clusters Score -4907144 nChanged 1156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12699 members 
Mstep: Class 2 contains 13056 members 
Entering Unmasked Estep 
Score: -4907494.500000 Penalty: 5037.566895
	Iteration 2Q: 3 clusters Score -4907494 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12625 members 
Mstep: Class 2 contains 13130 members 
Entering Unmasked Estep 
Score: -4907756.000000 Penalty: 5037.566895
	Iteration 3Q: 3 clusters Score -4907756 nChanged 848
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12545 members 
Mstep: Class 2 contains 13210 members 
Entering Unmasked Estep 
Score: -4907947.000000 Penalty: 5037.566895
	Iteration 4Q: 3 clusters Score -4907947 nChanged 747
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12454 members 
Mstep: Class 2 contains 13301 members 
Entering Unmasked Estep 
Score: -4908111.000000 Penalty: 5037.566895
	Iteration 5Q: 3 clusters Score -4908111 nChanged 657
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12351 members 
Mstep: Class 2 contains 13404 members 
Entering Unmasked Estep 
Score: -4908266.500000 Penalty: 5037.566895
	Iteration 6Q: 3 clusters Score -4908266 nChanged 618
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12207 members 
Mstep: Class 2 contains 13548 members 
Entering Unmasked Estep 
Score: -4908388.500000 Penalty: 5037.566895
	Iteration 7Q: 3 clusters Score -4908388 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12017 members 
Mstep: Class 2 contains 13738 members 
Entering Unmasked Estep 
Score: -4908563.000000 Penalty: 5037.566895
	Iteration 8Q: 3 clusters Score -4908563 nChanged 596
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11703 members 
Mstep: Class 2 contains 14052 members 
Entering Unmasked Estep 
Score: -4908701.000000 Penalty: 5037.566895
	Iteration 9Q: 3 clusters Score -4908701 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11306 members 
Mstep: Class 2 contains 14449 members 
Entering Unmasked Estep 
Score: -4908852.500000 Penalty: 5037.566895
	Iteration 10Q: 3 clusters Score -4908852 nChanged 630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10788 members 
Mstep: Class 2 contains 14967 members 
Entering Unmasked Estep 
Score: -4909033.500000 Penalty: 5037.566895
	Iteration 11Q: 3 clusters Score -4909034 nChanged 712
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10148 members 
Mstep: Class 2 contains 15607 members 
Entering Unmasked Estep 
Score: -4909284.000000 Penalty: 5037.566895
	Iteration 12Q: 3 clusters Score -4909284 nChanged 918
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9284 members 
Mstep: Class 2 contains 16471 members 
Entering Unmasked Estep 
Score: -4909755.500000 Penalty: 5037.566895
	Iteration 13Q: 3 clusters Score -4909756 nChanged 1155
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8159 members 
Mstep: Class 2 contains 17596 members 
Entering Unmasked Estep 
Score: -4910479.500000 Penalty: 5037.566895
	Iteration 14Q: 3 clusters Score -4910480 nChanged 1368
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6823 members 
Mstep: Class 2 contains 18932 members 
Entering Unmasked Estep 
Score: -4911504.000000 Penalty: 5037.566895
	Iteration 15F: 3 clusters Score -4911504 nChanged 1432
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5421 members 
Mstep: Class 2 contains 20334 members 
Entering Unmasked Estep 
Score: -4912689.000000 Penalty: 5037.566895
	Iteration 16F: 3 clusters Score -4912689 nChanged 1277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4186 members 
Mstep: Class 2 contains 21569 members 
Entering Unmasked Estep 
Score: -4913793.500000 Penalty: 5037.566895
	Iteration 17Q: 3 clusters Score -4913794 nChanged 990
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3232 members 
Mstep: Class 2 contains 22523 members 
Entering Unmasked Estep 
Score: -4914663.000000 Penalty: 5037.566895
	Iteration 18Q: 3 clusters Score -4914663 nChanged 720
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2558 members 
Mstep: Class 2 contains 23197 members 
Entering Unmasked Estep 
Score: -4915219.000000 Penalty: 5037.566895
	Iteration 19Q: 3 clusters Score -4915219 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2051 members 
Mstep: Class 2 contains 23704 members 
Entering Unmasked Estep 
Score: -4915622.000000 Penalty: 5037.566895
	Iteration 20F: 3 clusters Score -4915622 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1686 members 
Mstep: Class 2 contains 24069 members 
Entering Unmasked Estep 
Score: -4915916.000000 Penalty: 5037.566895
	Iteration 21Q: 3 clusters Score -4915916 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1436 members 
Mstep: Class 2 contains 24319 members 
Entering Unmasked Estep 
Score: -4916130.000000 Penalty: 5037.566895
	Iteration 22Q: 3 clusters Score -4916130 nChanged 199
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1265 members 
Mstep: Class 2 contains 24490 members 
Entering Unmasked Estep 
Score: -4916260.000000 Penalty: 5037.566895
	Iteration 23Q: 3 clusters Score -4916260 nChanged 151
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1140 members 
Mstep: Class 2 contains 24615 members 
Entering Unmasked Estep 
Score: -4916342.500000 Penalty: 5037.566895
	Iteration 24Q: 3 clusters Score -4916342 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1063 members 
Mstep: Class 2 contains 24692 members 
Entering Unmasked Estep 
Score: -4916393.000000 Penalty: 5037.566895
	Iteration 25Q: 3 clusters Score -4916393 nChanged 76
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1005 members 
Mstep: Class 2 contains 24750 members 
Entering Unmasked Estep 
Score: -4916431.000000 Penalty: 5037.566895
	Iteration 26Q: 3 clusters Score -4916431 nChanged 56
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 959 members 
Mstep: Class 2 contains 24796 members 
Entering Unmasked Estep 
Score: -4916459.500000 Penalty: 5037.566895
	Iteration 27Q: 3 clusters Score -4916460 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 919 members 
Mstep: Class 2 contains 24836 members 
Entering Unmasked Estep 
Score: -4916493.000000 Penalty: 5037.566895
	Iteration 28Q: 3 clusters Score -4916493 nChanged 39
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 888 members 
Mstep: Class 2 contains 24867 members 
Entering Unmasked Estep 
Score: -4916504.500000 Penalty: 5037.566895
	Iteration 29Q: 3 clusters Score -4916504 nChanged 38
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 864 members 
Mstep: Class 2 contains 24891 members 
Entering Unmasked Estep 
Score: -4916518.500000 Penalty: 5037.566895
	Iteration 30Q: 3 clusters Score -4916518 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 846 members 
Mstep: Class 2 contains 24909 members 
Entering Unmasked Estep 
Score: -4916535.000000 Penalty: 5037.566895
	Iteration 31Q: 3 clusters Score -4916535 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 837 members 
Mstep: Class 2 contains 24918 members 
Entering Unmasked Estep 
Score: -4916545.500000 Penalty: 5037.566895
	Iteration 32Q: 3 clusters Score -4916546 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 830 members 
Mstep: Class 2 contains 24925 members 
Entering Unmasked Estep 
Score: -4916545.000000 Penalty: 5037.566895
	Iteration 33Q: 3 clusters Score -4916545 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 819 members 
Mstep: Class 2 contains 24936 members 
Entering Unmasked Estep 
Score: -4916553.000000 Penalty: 5037.566895
	Iteration 34Q: 3 clusters Score -4916553 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 811 members 
Mstep: Class 2 contains 24944 members 
Entering Unmasked Estep 
Score: -4916563.500000 Penalty: 5037.566895
	Iteration 35Q: 3 clusters Score -4916564 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 799 members 
Mstep: Class 2 contains 24956 members 
Entering Unmasked Estep 
Score: -4916568.000000 Penalty: 5037.566895
	Iteration 36Q: 3 clusters Score -4916568 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 789 members 
Mstep: Class 2 contains 24966 members 
Entering Unmasked Estep 
Score: -4916578.000000 Penalty: 5037.566895
	Iteration 37Q: 3 clusters Score -4916578 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 777 members 
Mstep: Class 2 contains 24978 members 
Entering Unmasked Estep 
Score: -4916580.500000 Penalty: 5037.566895
	Iteration 38Q: 3 clusters Score -4916580 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 764 members 
Mstep: Class 2 contains 24991 members 
Entering Unmasked Estep 
Score: -4916598.000000 Penalty: 5037.566895
	Iteration 39Q: 3 clusters Score -4916598 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 753 members 
Mstep: Class 2 contains 25002 members 
Entering Unmasked Estep 
Score: -4916603.500000 Penalty: 5037.566895
	Iteration 40F: 3 clusters Score -4916604 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 745 members 
Mstep: Class 2 contains 25010 members 
Entering Unmasked Estep 
Score: -4916606.500000 Penalty: 5037.566895
	Iteration 41Q: 3 clusters Score -4916606 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 734 members 
Mstep: Class 2 contains 25021 members 
Entering Unmasked Estep 
Score: -4916609.000000 Penalty: 5037.566895
	Iteration 42Q: 3 clusters Score -4916609 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 727 members 
Mstep: Class 2 contains 25028 members 
Entering Unmasked Estep 
Score: -4916615.500000 Penalty: 5037.566895
	Iteration 43Q: 3 clusters Score -4916616 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 721 members 
Mstep: Class 2 contains 25034 members 
Entering Unmasked Estep 
Score: -4916627.000000 Penalty: 5037.566895
	Iteration 44Q: 3 clusters Score -4916627 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 715 members 
Mstep: Class 2 contains 25040 members 
Entering Unmasked Estep 
Score: -4916627.000000 Penalty: 5037.566895
	Iteration 45Q: 3 clusters Score -4916627 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 708 members 
Mstep: Class 2 contains 25047 members 
Entering Unmasked Estep 
Score: -4916631.000000 Penalty: 5037.566895
	Iteration 46Q: 3 clusters Score -4916631 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 703 members 
Mstep: Class 2 contains 25052 members 
Entering Unmasked Estep 
Score: -4916635.000000 Penalty: 5037.566895
	Iteration 47Q: 3 clusters Score -4916635 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 699 members 
Mstep: Class 2 contains 25056 members 
Entering Unmasked Estep 
Score: -4916636.000000 Penalty: 5037.566895
	Iteration 48Q: 3 clusters Score -4916636 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 700 members 
Mstep: Class 2 contains 25055 members 
Entering Unmasked Estep 
Score: -4916639.500000 Penalty: 5037.566895
	Iteration 49Q: 3 clusters Score -4916640 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 697 members 
Mstep: Class 2 contains 25058 members 
Entering Unmasked Estep 
Score: -4916635.500000 Penalty: 5037.566895
	Iteration 50Q: 3 clusters Score -4916636 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 693 members 
Mstep: Class 2 contains 25062 members 
Entering Unmasked Estep 
Score: -4916639.000000 Penalty: 5037.566895
	Iteration 51Q: 3 clusters Score -4916639 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 689 members 
Mstep: Class 2 contains 25066 members 
Entering Unmasked Estep 
Score: -4916645.000000 Penalty: 5037.566895
	Iteration 52Q: 3 clusters Score -4916645 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 685 members 
Mstep: Class 2 contains 25070 members 
Entering Unmasked Estep 
Score: -4916645.500000 Penalty: 5037.566895
	Iteration 53Q: 3 clusters Score -4916646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 681 members 
Mstep: Class 2 contains 25074 members 
Entering Unmasked Estep 
Score: -4916645.500000 Penalty: 5037.566895
	Iteration 54Q: 3 clusters Score -4916646 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 675 members 
Mstep: Class 2 contains 25080 members 
Entering Unmasked Estep 
Score: -4916652.000000 Penalty: 5037.566895
	Iteration 55Q: 3 clusters Score -4916652 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -4916659.500000 Penalty: 5037.566895
	Iteration 56Q: 3 clusters Score -4916660 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 25086 members 
Entering Unmasked Estep 
Score: -4916663.000000 Penalty: 5037.566895
	Iteration 57Q: 3 clusters Score -4916663 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 667 members 
Mstep: Class 2 contains 25088 members 
Entering Unmasked Estep 
Score: -4916666.000000 Penalty: 5037.566895
	Iteration 58Q: 3 clusters Score -4916666 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 661 members 
Mstep: Class 2 contains 25094 members 
Entering Unmasked Estep 
Score: -4916665.000000 Penalty: 5037.566895
	Iteration 59Q: 3 clusters Score -4916665 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 656 members 
Mstep: Class 2 contains 25099 members 
Entering Unmasked Estep 
Score: -4916673.500000 Penalty: 5037.566895
	Iteration 60F: 3 clusters Score -4916674 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 652 members 
Mstep: Class 2 contains 25103 members 
Entering Unmasked Estep 
Score: -4916680.500000 Penalty: 5037.566895
	Iteration 61Q: 3 clusters Score -4916680 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 647 members 
Mstep: Class 2 contains 25108 members 
Entering Unmasked Estep 
Score: -4916682.000000 Penalty: 5037.566895
	Iteration 62Q: 3 clusters Score -4916682 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 643 members 
Mstep: Class 2 contains 25112 members 
Entering Unmasked Estep 
Score: -4916697.000000 Penalty: 5037.566895
	Iteration 63Q: 3 clusters Score -4916697 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 639 members 
Mstep: Class 2 contains 25116 members 
Entering Unmasked Estep 
Score: -4916698.500000 Penalty: 5037.566895
	Iteration 64Q: 3 clusters Score -4916698 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 637 members 
Mstep: Class 2 contains 25118 members 
Entering Unmasked Estep 
Score: -4916709.000000 Penalty: 5037.566895
	Iteration 65Q: 3 clusters Score -4916709 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 634 members 
Mstep: Class 2 contains 25121 members 
Entering Unmasked Estep 
Score: -4916708.500000 Penalty: 5037.566895
	Iteration 66Q: 3 clusters Score -4916708 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 632 members 
Mstep: Class 2 contains 25123 members 
Entering Unmasked Estep 
Score: -4916713.500000 Penalty: 5037.566895
	Iteration 67Q: 3 clusters Score -4916714 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 631 members 
Mstep: Class 2 contains 25124 members 
Entering Unmasked Estep 
Score: -4916715.000000 Penalty: 5037.566895
	Iteration 68Q: 3 clusters Score -4916715 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -4916714.500000 Penalty: 5037.566895
	Iteration 69Q: 3 clusters Score -4916714 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 630 members 
Mstep: Class 2 contains 25125 members 
Entering Unmasked Estep 
Score: -4916714.500000 Penalty: 5037.566895
	Iteration 70F: 3 clusters Score -4916714 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 44 (442 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 442 members 
Entering Unmasked Estep 
Score: -73280.937500 Penalty: 1510.644897
	Iteration 0F: 2 clusters Score -73280.94 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -71830.070312 Penalty: 3021.289795
	Iteration 0F: 3 clusters Score -71830.07 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -71981.875000 Penalty: 3021.289795
	Iteration 1F: 3 clusters Score -71981.88 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 231 members 
Mstep: Class 2 contains 211 members 
Entering Unmasked Estep 
Score: -72029.992188 Penalty: 3021.289795
	Iteration 2Q: 3 clusters Score -72029.99 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 235 members 
Mstep: Class 2 contains 207 members 
Entering Unmasked Estep 
Score: -72083.953125 Penalty: 3021.289795
	Iteration 3Q: 3 clusters Score -72083.95 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 237 members 
Mstep: Class 2 contains 205 members 
Entering Unmasked Estep 
Score: -72125.914062 Penalty: 3021.289795
	Iteration 4Q: 3 clusters Score -72125.91 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 234 members 
Mstep: Class 2 contains 208 members 
Entering Unmasked Estep 
Score: -72144.781250 Penalty: 3021.289795
	Iteration 5Q: 3 clusters Score -72144.78 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 233 members 
Mstep: Class 2 contains 209 members 
Entering Unmasked Estep 
Score: -72153.578125 Penalty: 3021.289795
	Iteration 6Q: 3 clusters Score -72153.58 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72155.148438 Penalty: 3021.289795
	Iteration 7Q: 3 clusters Score -72155.15 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 232 members 
Mstep: Class 2 contains 210 members 
Entering Unmasked Estep 
Score: -72155.148438 Penalty: 3021.289795
	Iteration 8F: 3 clusters Score -72155.15 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 45 (739 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 739 members 
Entering Unmasked Estep 
Score: -122666.273438 Penalty: 1638.113892
	Iteration 0F: 2 clusters Score -122666.3 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 348 members 
Mstep: Class 2 contains 391 members 
Entering Unmasked Estep 
Score: -120917.382812 Penalty: 3276.227783
	Iteration 0F: 3 clusters Score -120917.4 nChanged 173
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 313 members 
Mstep: Class 2 contains 426 members 
Entering Unmasked Estep 
Score: -121162.093750 Penalty: 3276.227783
	Iteration 1F: 3 clusters Score -121162.1 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 298 members 
Mstep: Class 2 contains 441 members 
Entering Unmasked Estep 
Score: -121258.710938 Penalty: 3276.227783
	Iteration 2F: 3 clusters Score -121258.7 nChanged 26
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 292 members 
Mstep: Class 2 contains 447 members 
Entering Unmasked Estep 
Score: -121303.078125 Penalty: 3276.227783
	Iteration 3Q: 3 clusters Score -121303.1 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 288 members 
Mstep: Class 2 contains 451 members 
Entering Unmasked Estep 
Score: -121324.031250 Penalty: 3276.227783
	Iteration 4Q: 3 clusters Score -121324 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 283 members 
Mstep: Class 2 contains 456 members 
Entering Unmasked Estep 
Score: -121346.625000 Penalty: 3276.227783
	Iteration 5Q: 3 clusters Score -121346.6 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -121354.664062 Penalty: 3276.227783
	Iteration 6Q: 3 clusters Score -121354.7 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 280 members 
Mstep: Class 2 contains 459 members 
Entering Unmasked Estep 
Score: -121359.031250 Penalty: 3276.227783
	Iteration 7Q: 3 clusters Score -121359 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -121360.335938 Penalty: 3276.227783
	Iteration 8Q: 3 clusters Score -121360.3 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 277 members 
Mstep: Class 2 contains 462 members 
Entering Unmasked Estep 
Score: -121362.914062 Penalty: 3276.227783
	Iteration 9Q: 3 clusters Score -121362.9 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 278 members 
Mstep: Class 2 contains 461 members 
Entering Unmasked Estep 
Score: -121369.671875 Penalty: 3276.227783
	Iteration 10Q: 3 clusters Score -121369.7 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -121371.968750 Penalty: 3276.227783
	Iteration 11Q: 3 clusters Score -121372 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 279 members 
Mstep: Class 2 contains 460 members 
Entering Unmasked Estep 
Score: -121371.968750 Penalty: 3276.227783
	Iteration 12F: 3 clusters Score -121372 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 46 (45666 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 45666 members 
Entering Unmasked Estep 
Score: -8802386.000000 Penalty: 2660.819336
	Iteration 0F: 2 clusters Score -8802386 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22690 members 
Mstep: Class 2 contains 22976 members 
Entering Unmasked Estep 
Score: -8775932.000000 Penalty: 5321.638672
	Iteration 0F: 3 clusters Score -8775932 nChanged 21198
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21188 members 
Mstep: Class 2 contains 24478 members 
Entering Unmasked Estep 
Score: -8787427.000000 Penalty: 5321.638672
	Iteration 1F: 3 clusters Score -8787427 nChanged 2158
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20296 members 
Mstep: Class 2 contains 25370 members 
Entering Unmasked Estep 
Score: -8788149.000000 Penalty: 5321.638672
	Iteration 2Q: 3 clusters Score -8788149 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19041 members 
Mstep: Class 2 contains 26625 members 
Entering Unmasked Estep 
Score: -8788909.000000 Penalty: 5321.638672
	Iteration 3Q: 3 clusters Score -8788909 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17457 members 
Mstep: Class 2 contains 28209 members 
Entering Unmasked Estep 
Score: -8789944.000000 Penalty: 5321.638672
	Iteration 4F: 3 clusters Score -8789944 nChanged 2531
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15530 members 
Mstep: Class 2 contains 30136 members 
Entering Unmasked Estep 
Score: -8791177.000000 Penalty: 5321.638672
	Iteration 5F: 3 clusters Score -8791177 nChanged 2678
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13252 members 
Mstep: Class 2 contains 32414 members 
Entering Unmasked Estep 
Score: -8792707.000000 Penalty: 5321.638672
	Iteration 6F: 3 clusters Score -8792707 nChanged 2688
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10832 members 
Mstep: Class 2 contains 34834 members 
Entering Unmasked Estep 
Score: -8794524.000000 Penalty: 5321.638672
	Iteration 7F: 3 clusters Score -8794524 nChanged 2630
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8318 members 
Mstep: Class 2 contains 37348 members 
Entering Unmasked Estep 
Score: -8796397.000000 Penalty: 5321.638672
	Iteration 8F: 3 clusters Score -8796397 nChanged 2211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6207 members 
Mstep: Class 2 contains 39459 members 
Entering Unmasked Estep 
Score: -8797978.000000 Penalty: 5321.638672
	Iteration 9Q: 3 clusters Score -8797978 nChanged 1703
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4616 members 
Mstep: Class 2 contains 41050 members 
Entering Unmasked Estep 
Score: -8799006.000000 Penalty: 5321.638672
	Iteration 10Q: 3 clusters Score -8799006 nChanged 1184
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3522 members 
Mstep: Class 2 contains 42144 members 
Entering Unmasked Estep 
Score: -8799579.000000 Penalty: 5321.638672
	Iteration 11Q: 3 clusters Score -8799579 nChanged 890
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2714 members 
Mstep: Class 2 contains 42952 members 
Entering Unmasked Estep 
Score: -8799936.000000 Penalty: 5321.638672
	Iteration 12Q: 3 clusters Score -8799936 nChanged 668
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2096 members 
Mstep: Class 2 contains 43570 members 
Entering Unmasked Estep 
Score: -8800058.000000 Penalty: 5321.638672
	Iteration 13Q: 3 clusters Score -8800058 nChanged 456
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1658 members 
Mstep: Class 2 contains 44008 members 
Entering Unmasked Estep 
Score: -8800162.000000 Penalty: 5321.638672
	Iteration 14Q: 3 clusters Score -8800162 nChanged 309
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1367 members 
Mstep: Class 2 contains 44299 members 
Entering Unmasked Estep 
Score: -8800212.000000 Penalty: 5321.638672
	Iteration 15Q: 3 clusters Score -8800212 nChanged 232
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1157 members 
Mstep: Class 2 contains 44509 members 
Entering Unmasked Estep 
Score: -8800206.000000 Penalty: 5321.638672
	Iteration 16Q: 3 clusters Score -8800206 nChanged 161
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1002 members 
Mstep: Class 2 contains 44664 members 
Entering Unmasked Estep 
Score: -8800216.000000 Penalty: 5321.638672
	Iteration 17Q: 3 clusters Score -8800216 nChanged 114
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 902 members 
Mstep: Class 2 contains 44764 members 
Entering Unmasked Estep 
Score: -8800216.000000 Penalty: 5321.638672
	Iteration 18Q: 3 clusters Score -8800216 nChanged 92
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 822 members 
Mstep: Class 2 contains 44844 members 
Entering Unmasked Estep 
Score: -8800236.000000 Penalty: 5321.638672
	Iteration 19Q: 3 clusters Score -8800236 nChanged 73
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 759 members 
Mstep: Class 2 contains 44907 members 
Entering Unmasked Estep 
Score: -8800266.000000 Penalty: 5321.638672
	Iteration 20F: 3 clusters Score -8800266 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 710 members 
Mstep: Class 2 contains 44956 members 
Entering Unmasked Estep 
Score: -8800272.000000 Penalty: 5321.638672
	Iteration 21Q: 3 clusters Score -8800272 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 671 members 
Mstep: Class 2 contains 44995 members 
Entering Unmasked Estep 
Score: -8800274.000000 Penalty: 5321.638672
	Iteration 22Q: 3 clusters Score -8800274 nChanged 42
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 641 members 
Mstep: Class 2 contains 45025 members 
Entering Unmasked Estep 
Score: -8800267.000000 Penalty: 5321.638672
	Iteration 23Q: 3 clusters Score -8800267 nChanged 32
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 45053 members 
Entering Unmasked Estep 
Score: -8800274.000000 Penalty: 5321.638672
	Iteration 24Q: 3 clusters Score -8800274 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 600 members 
Mstep: Class 2 contains 45066 members 
Entering Unmasked Estep 
Score: -8800278.000000 Penalty: 5321.638672
	Iteration 25Q: 3 clusters Score -8800278 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 589 members 
Mstep: Class 2 contains 45077 members 
Entering Unmasked Estep 
Score: -8800276.000000 Penalty: 5321.638672
	Iteration 26Q: 3 clusters Score -8800276 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 578 members 
Mstep: Class 2 contains 45088 members 
Entering Unmasked Estep 
Score: -8800271.000000 Penalty: 5321.638672
	Iteration 27Q: 3 clusters Score -8800271 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 567 members 
Mstep: Class 2 contains 45099 members 
Entering Unmasked Estep 
Score: -8800268.000000 Penalty: 5321.638672
	Iteration 28Q: 3 clusters Score -8800268 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 560 members 
Mstep: Class 2 contains 45106 members 
Entering Unmasked Estep 
Score: -8800261.000000 Penalty: 5321.638672
	Iteration 29Q: 3 clusters Score -8800261 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 550 members 
Mstep: Class 2 contains 45116 members 
Entering Unmasked Estep 
Score: -8800272.000000 Penalty: 5321.638672
	Iteration 30Q: 3 clusters Score -8800272 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 541 members 
Mstep: Class 2 contains 45125 members 
Entering Unmasked Estep 
Score: -8800268.000000 Penalty: 5321.638672
	Iteration 31Q: 3 clusters Score -8800268 nChanged 12
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 529 members 
Mstep: Class 2 contains 45137 members 
Entering Unmasked Estep 
Score: -8800267.000000 Penalty: 5321.638672
	Iteration 32Q: 3 clusters Score -8800267 nChanged 13
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 518 members 
Mstep: Class 2 contains 45148 members 
Entering Unmasked Estep 
Score: -8800281.000000 Penalty: 5321.638672
	Iteration 33Q: 3 clusters Score -8800281 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 512 members 
Mstep: Class 2 contains 45154 members 
Entering Unmasked Estep 
Score: -8800277.000000 Penalty: 5321.638672
	Iteration 34Q: 3 clusters Score -8800277 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -8800277.000000 Penalty: 5321.638672
	Iteration 35Q: 3 clusters Score -8800277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 502 members 
Mstep: Class 2 contains 45164 members 
Entering Unmasked Estep 
Score: -8800274.000000 Penalty: 5321.638672
	Iteration 36Q: 3 clusters Score -8800274 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 500 members 
Mstep: Class 2 contains 45166 members 
Entering Unmasked Estep 
Score: -8800277.000000 Penalty: 5321.638672
	Iteration 37Q: 3 clusters Score -8800277 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 496 members 
Mstep: Class 2 contains 45170 members 
Entering Unmasked Estep 
Score: -8800275.000000 Penalty: 5321.638672
	Iteration 38Q: 3 clusters Score -8800275 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 492 members 
Mstep: Class 2 contains 45174 members 
Entering Unmasked Estep 
Score: -8800287.000000 Penalty: 5321.638672
	Iteration 39Q: 3 clusters Score -8800287 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 487 members 
Mstep: Class 2 contains 45179 members 
Entering Unmasked Estep 
Score: -8800283.000000 Penalty: 5321.638672
	Iteration 40F: 3 clusters Score -8800283 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 485 members 
Mstep: Class 2 contains 45181 members 
Entering Unmasked Estep 
Score: -8800285.000000 Penalty: 5321.638672
	Iteration 41Q: 3 clusters Score -8800285 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 482 members 
Mstep: Class 2 contains 45184 members 
Entering Unmasked Estep 
Score: -8800280.000000 Penalty: 5321.638672
	Iteration 42Q: 3 clusters Score -8800280 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 477 members 
Mstep: Class 2 contains 45189 members 
Entering Unmasked Estep 
Score: -8800282.000000 Penalty: 5321.638672
	Iteration 43Q: 3 clusters Score -8800282 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -8800281.000000 Penalty: 5321.638672
	Iteration 44Q: 3 clusters Score -8800281 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 475 members 
Mstep: Class 2 contains 45191 members 
Entering Unmasked Estep 
Score: -8800281.000000 Penalty: 5321.638672
	Iteration 45F: 3 clusters Score -8800281 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 47 (24350 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24350 members 
Entering Unmasked Estep 
Score: -4824821.000000 Penalty: 2504.871338
	Iteration 0F: 2 clusters Score -4824821 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 12238 members 
Entering Unmasked Estep 
Score: -4808258.000000 Penalty: 5009.742676
	Iteration 0F: 3 clusters Score -4808258 nChanged 10801
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11675 members 
Mstep: Class 2 contains 12675 members 
Entering Unmasked Estep 
Score: -4813934.000000 Penalty: 5009.742676
	Iteration 1F: 3 clusters Score -4813934 nChanged 1159
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11408 members 
Mstep: Class 2 contains 12942 members 
Entering Unmasked Estep 
Score: -4814321.500000 Penalty: 5009.742676
	Iteration 2Q: 3 clusters Score -4814322 nChanged 1032
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11052 members 
Mstep: Class 2 contains 13298 members 
Entering Unmasked Estep 
Score: -4814675.000000 Penalty: 5009.742676
	Iteration 3Q: 3 clusters Score -4814675 nChanged 967
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10625 members 
Mstep: Class 2 contains 13725 members 
Entering Unmasked Estep 
Score: -4814993.500000 Penalty: 5009.742676
	Iteration 4Q: 3 clusters Score -4814994 nChanged 954
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10025 members 
Mstep: Class 2 contains 14325 members 
Entering Unmasked Estep 
Score: -4815289.500000 Penalty: 5009.742676
	Iteration 5Q: 3 clusters Score -4815290 nChanged 992
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9237 members 
Mstep: Class 2 contains 15113 members 
Entering Unmasked Estep 
Score: -4815717.000000 Penalty: 5009.742676
	Iteration 6Q: 3 clusters Score -4815717 nChanged 1098
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8267 members 
Mstep: Class 2 contains 16083 members 
Entering Unmasked Estep 
Score: -4816238.500000 Penalty: 5009.742676
	Iteration 7Q: 3 clusters Score -4816238 nChanged 1211
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7126 members 
Mstep: Class 2 contains 17224 members 
Entering Unmasked Estep 
Score: -4816904.000000 Penalty: 5009.742676
	Iteration 8Q: 3 clusters Score -4816904 nChanged 1335
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5825 members 
Mstep: Class 2 contains 18525 members 
Entering Unmasked Estep 
Score: -4817780.000000 Penalty: 5009.742676
	Iteration 9F: 3 clusters Score -4817780 nChanged 1479
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4370 members 
Mstep: Class 2 contains 19980 members 
Entering Unmasked Estep 
Score: -4818926.000000 Penalty: 5009.742676
	Iteration 10F: 3 clusters Score -4818926 nChanged 1392
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2988 members 
Mstep: Class 2 contains 21362 members 
Entering Unmasked Estep 
Score: -4820126.500000 Penalty: 5009.742676
	Iteration 11F: 3 clusters Score -4820126 nChanged 1104
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1886 members 
Mstep: Class 2 contains 22464 members 
Entering Unmasked Estep 
Score: -4821070.000000 Penalty: 5009.742676
	Iteration 12Q: 3 clusters Score -4821070 nChanged 771
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1119 members 
Mstep: Class 2 contains 23231 members 
Entering Unmasked Estep 
Score: -4821720.000000 Penalty: 5009.742676
	Iteration 13Q: 3 clusters Score -4821720 nChanged 450
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 669 members 
Mstep: Class 2 contains 23681 members 
Entering Unmasked Estep 
Score: -4822155.500000 Penalty: 5009.742676
	Iteration 14Q: 3 clusters Score -4822156 nChanged 212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 465 members 
Mstep: Class 2 contains 23885 members 
Entering Unmasked Estep 
Score: -4822352.000000 Penalty: 5009.742676
	Iteration 15Q: 3 clusters Score -4822352 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 373 members 
Mstep: Class 2 contains 23977 members 
Entering Unmasked Estep 
Score: -4822458.000000 Penalty: 5009.742676
	Iteration 16Q: 3 clusters Score -4822458 nChanged 55
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 322 members 
Mstep: Class 2 contains 24028 members 
Entering Unmasked Estep 
Score: -4822523.000000 Penalty: 5009.742676
	Iteration 17Q: 3 clusters Score -4822523 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 24050 members 
Entering Unmasked Estep 
Score: -4822558.500000 Penalty: 5009.742676
	Iteration 18Q: 3 clusters Score -4822558 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 285 members 
Mstep: Class 2 contains 24065 members 
Entering Unmasked Estep 
Score: -4822582.000000 Penalty: 5009.742676
	Iteration 19Q: 3 clusters Score -4822582 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 274 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -4822598.500000 Penalty: 5009.742676
	Iteration 20F: 3 clusters Score -4822598 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 270 members 
Mstep: Class 2 contains 24080 members 
Entering Unmasked Estep 
Score: -4822603.500000 Penalty: 5009.742676
	Iteration 21Q: 3 clusters Score -4822604 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4822607.500000 Penalty: 5009.742676
	Iteration 22Q: 3 clusters Score -4822608 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 269 members 
Mstep: Class 2 contains 24081 members 
Entering Unmasked Estep 
Score: -4822607.500000 Penalty: 5009.742676
	Iteration 23F: 3 clusters Score -4822608 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 48 (144 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 144 members 
Entering Unmasked Estep 
Score: -21454.580078 Penalty: 1232.513672
	Iteration 0F: 2 clusters Score -21454.58 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 67 members 
Mstep: Class 2 contains 77 members 
Entering Unmasked Estep 
Score: -20564.804688 Penalty: 2465.027344
	Iteration 0F: 3 clusters Score -20564.8 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 65 members 
Mstep: Class 2 contains 79 members 
Entering Unmasked Estep 
Score: -20574.515625 Penalty: 2465.027344
	Iteration 1Q: 3 clusters Score -20574.52 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20580.216797 Penalty: 2465.027344
	Iteration 2Q: 3 clusters Score -20580.22 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 64 members 
Mstep: Class 2 contains 80 members 
Entering Unmasked Estep 
Score: -20580.216797 Penalty: 2465.027344
	Iteration 3F: 3 clusters Score -20580.22 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 49 (11251 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11251 members 
Entering Unmasked Estep 
Score: -2257467.500000 Penalty: 2313.396729
	Iteration 0F: 2 clusters Score -2257468 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5679 members 
Mstep: Class 2 contains 5572 members 
Entering Unmasked Estep 
Score: -2249062.000000 Penalty: 4626.793457
	Iteration 0F: 3 clusters Score -2249062 nChanged 4692
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5807 members 
Mstep: Class 2 contains 5444 members 
Entering Unmasked Estep 
Score: -2251539.000000 Penalty: 4626.793457
	Iteration 1F: 3 clusters Score -2251539 nChanged 640
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5881 members 
Mstep: Class 2 contains 5370 members 
Entering Unmasked Estep 
Score: -2251802.250000 Penalty: 4626.793457
	Iteration 2F: 3 clusters Score -2251802 nChanged 493
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5996 members 
Mstep: Class 2 contains 5255 members 
Entering Unmasked Estep 
Score: -2251997.500000 Penalty: 4626.793457
	Iteration 3Q: 3 clusters Score -2251998 nChanged 452
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6144 members 
Mstep: Class 2 contains 5107 members 
Entering Unmasked Estep 
Score: -2252179.500000 Penalty: 4626.793457
	Iteration 4Q: 3 clusters Score -2252180 nChanged 393
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6277 members 
Mstep: Class 2 contains 4974 members 
Entering Unmasked Estep 
Score: -2252322.250000 Penalty: 4626.793457
	Iteration 5Q: 3 clusters Score -2252322 nChanged 333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6438 members 
Mstep: Class 2 contains 4813 members 
Entering Unmasked Estep 
Score: -2252426.500000 Penalty: 4626.793457
	Iteration 6Q: 3 clusters Score -2252426 nChanged 278
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6610 members 
Mstep: Class 2 contains 4641 members 
Entering Unmasked Estep 
Score: -2252518.250000 Penalty: 4626.793457
	Iteration 7Q: 3 clusters Score -2252518 nChanged 262
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6826 members 
Mstep: Class 2 contains 4425 members 
Entering Unmasked Estep 
Score: -2252609.000000 Penalty: 4626.793457
	Iteration 8Q: 3 clusters Score -2252609 nChanged 267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7061 members 
Mstep: Class 2 contains 4190 members 
Entering Unmasked Estep 
Score: -2252703.500000 Penalty: 4626.793457
	Iteration 9Q: 3 clusters Score -2252704 nChanged 277
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7316 members 
Mstep: Class 2 contains 3935 members 
Entering Unmasked Estep 
Score: -2252823.250000 Penalty: 4626.793457
	Iteration 10Q: 3 clusters Score -2252823 nChanged 307
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7609 members 
Mstep: Class 2 contains 3642 members 
Entering Unmasked Estep 
Score: -2252949.000000 Penalty: 4626.793457
	Iteration 11Q: 3 clusters Score -2252949 nChanged 354
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7953 members 
Mstep: Class 2 contains 3298 members 
Entering Unmasked Estep 
Score: -2253114.500000 Penalty: 4626.793457
	Iteration 12Q: 3 clusters Score -2253114 nChanged 371
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8316 members 
Mstep: Class 2 contains 2935 members 
Entering Unmasked Estep 
Score: -2253304.500000 Penalty: 4626.793457
	Iteration 13Q: 3 clusters Score -2253304 nChanged 414
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8724 members 
Mstep: Class 2 contains 2527 members 
Entering Unmasked Estep 
Score: -2253548.250000 Penalty: 4626.793457
	Iteration 14Q: 3 clusters Score -2253548 nChanged 433
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9155 members 
Mstep: Class 2 contains 2096 members 
Entering Unmasked Estep 
Score: -2253840.250000 Penalty: 4626.793457
	Iteration 15Q: 3 clusters Score -2253840 nChanged 430
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9581 members 
Mstep: Class 2 contains 1670 members 
Entering Unmasked Estep 
Score: -2254156.500000 Penalty: 4626.793457
	Iteration 16Q: 3 clusters Score -2254156 nChanged 390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9965 members 
Mstep: Class 2 contains 1286 members 
Entering Unmasked Estep 
Score: -2254466.750000 Penalty: 4626.793457
	Iteration 17Q: 3 clusters Score -2254467 nChanged 326
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10287 members 
Mstep: Class 2 contains 964 members 
Entering Unmasked Estep 
Score: -2254718.750000 Penalty: 4626.793457
	Iteration 18Q: 3 clusters Score -2254719 nChanged 208
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10487 members 
Mstep: Class 2 contains 764 members 
Entering Unmasked Estep 
Score: -2254912.500000 Penalty: 4626.793457
	Iteration 19Q: 3 clusters Score -2254912 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10627 members 
Mstep: Class 2 contains 624 members 
Entering Unmasked Estep 
Score: -2255049.500000 Penalty: 4626.793457
	Iteration 20F: 3 clusters Score -2255050 nChanged 106
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10729 members 
Mstep: Class 2 contains 522 members 
Entering Unmasked Estep 
Score: -2255157.000000 Penalty: 4626.793457
	Iteration 21Q: 3 clusters Score -2255157 nChanged 77
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10798 members 
Mstep: Class 2 contains 453 members 
Entering Unmasked Estep 
Score: -2255230.750000 Penalty: 4626.793457
	Iteration 22Q: 3 clusters Score -2255231 nChanged 43
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10839 members 
Mstep: Class 2 contains 412 members 
Entering Unmasked Estep 
Score: -2255265.250000 Penalty: 4626.793457
	Iteration 23Q: 3 clusters Score -2255265 nChanged 27
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10862 members 
Mstep: Class 2 contains 389 members 
Entering Unmasked Estep 
Score: -2255290.750000 Penalty: 4626.793457
	Iteration 24Q: 3 clusters Score -2255291 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10880 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -2255321.000000 Penalty: 4626.793457
	Iteration 25Q: 3 clusters Score -2255321 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10895 members 
Mstep: Class 2 contains 356 members 
Entering Unmasked Estep 
Score: -2255328.000000 Penalty: 4626.793457
	Iteration 26Q: 3 clusters Score -2255328 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10909 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -2255343.250000 Penalty: 4626.793457
	Iteration 27Q: 3 clusters Score -2255343 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10919 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -2255350.750000 Penalty: 4626.793457
	Iteration 28Q: 3 clusters Score -2255351 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10925 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -2255356.250000 Penalty: 4626.793457
	Iteration 29Q: 3 clusters Score -2255356 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10929 members 
Mstep: Class 2 contains 322 members 
Entering Unmasked Estep 
Score: -2255363.250000 Penalty: 4626.793457
	Iteration 30Q: 3 clusters Score -2255363 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2255362.750000 Penalty: 4626.793457
	Iteration 31Q: 3 clusters Score -2255363 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10930 members 
Mstep: Class 2 contains 321 members 
Entering Unmasked Estep 
Score: -2255362.750000 Penalty: 4626.793457
	Iteration 32F: 3 clusters Score -2255363 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 50 (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: -105210.875000 Penalty: 1600.499023
	Iteration 0F: 2 clusters Score -105210.9 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 304 members 
Mstep: Class 2 contains 331 members 
Entering Unmasked Estep 
Score: -103570.273438 Penalty: 3200.998047
	Iteration 0F: 3 clusters Score -103570.3 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103779.726562 Penalty: 3200.998047
	Iteration 1F: 3 clusters Score -103779.7 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 293 members 
Mstep: Class 2 contains 342 members 
Entering Unmasked Estep 
Score: -103867.101562 Penalty: 3200.998047
	Iteration 2F: 3 clusters Score -103867.1 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 296 members 
Mstep: Class 2 contains 339 members 
Entering Unmasked Estep 
Score: -103934.273438 Penalty: 3200.998047
	Iteration 3Q: 3 clusters Score -103934.3 nChanged 18
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 300 members 
Mstep: Class 2 contains 335 members 
Entering Unmasked Estep 
Score: -103971.968750 Penalty: 3200.998047
	Iteration 4Q: 3 clusters Score -103972 nChanged 11
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: -103990.351562 Penalty: 3200.998047
	Iteration 5Q: 3 clusters Score -103990.4 nChanged 6
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: -104000.796875 Penalty: 3200.998047
	Iteration 6Q: 3 clusters Score -104000.8 nChanged 4
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: -104008.398438 Penalty: 3200.998047
	Iteration 7Q: 3 clusters Score -104008.4 nChanged 4
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: -104032.804688 Penalty: 3200.998047
	Iteration 8Q: 3 clusters Score -104032.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 309 members 
Mstep: Class 2 contains 326 members 
Entering Unmasked Estep 
Score: -104049.445312 Penalty: 3200.998047
	Iteration 9Q: 3 clusters Score -104049.4 nChanged 6
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: -104065.625000 Penalty: 3200.998047
	Iteration 10Q: 3 clusters Score -104065.6 nChanged 5
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: -104080.000000 Penalty: 3200.998047
	Iteration 11Q: 3 clusters Score -104080 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Mstep: Class 2 contains 318 members 
Entering Unmasked Estep 
Score: -104093.312500 Penalty: 3200.998047
	Iteration 12Q: 3 clusters Score -104093.3 nChanged 9
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: -104117.203125 Penalty: 3200.998047
	Iteration 13Q: 3 clusters Score -104117.2 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 324 members 
Mstep: Class 2 contains 311 members 
Entering Unmasked Estep 
Score: -104142.000000 Penalty: 3200.998047
	Iteration 14Q: 3 clusters Score -104142 nChanged 10
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: -104176.039062 Penalty: 3200.998047
	Iteration 15Q: 3 clusters Score -104176 nChanged 10
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: -104205.796875 Penalty: 3200.998047
	Iteration 16Q: 3 clusters Score -104205.8 nChanged 10
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: -104231.335938 Penalty: 3200.998047
	Iteration 17Q: 3 clusters Score -104231.3 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104246.843750 Penalty: 3200.998047
	Iteration 18Q: 3 clusters Score -104246.8 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 319 members 
Mstep: Class 2 contains 316 members 
Entering Unmasked Estep 
Score: -104265.156250 Penalty: 3200.998047
	Iteration 19Q: 3 clusters Score -104265.2 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 321 members 
Mstep: Class 2 contains 314 members 
Entering Unmasked Estep 
Score: -104278.906250 Penalty: 3200.998047
	Iteration 20F: 3 clusters Score -104278.9 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 329 members 
Mstep: Class 2 contains 306 members 
Entering Unmasked Estep 
Score: -104308.007812 Penalty: 3200.998047
	Iteration 21Q: 3 clusters Score -104308 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -104366.109375 Penalty: 3200.998047
	Iteration 22Q: 3 clusters Score -104366.1 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -104393.492188 Penalty: 3200.998047
	Iteration 23Q: 3 clusters Score -104393.5 nChanged 10
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 335 members 
Mstep: Class 2 contains 300 members 
Entering Unmasked Estep 
Score: -104431.500000 Penalty: 3200.998047
	Iteration 24Q: 3 clusters Score -104431.5 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -104459.429688 Penalty: 3200.998047
	Iteration 25Q: 3 clusters Score -104459.4 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -104478.546875 Penalty: 3200.998047
	Iteration 26Q: 3 clusters Score -104478.5 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 334 members 
Mstep: Class 2 contains 301 members 
Entering Unmasked Estep 
Score: -104496.507812 Penalty: 3200.998047
	Iteration 27Q: 3 clusters Score -104496.5 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 332 members 
Mstep: Class 2 contains 303 members 
Entering Unmasked Estep 
Score: -104507.804688 Penalty: 3200.998047
	Iteration 28Q: 3 clusters Score -104507.8 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -104509.914062 Penalty: 3200.998047
	Iteration 29Q: 3 clusters Score -104509.9 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 333 members 
Mstep: Class 2 contains 302 members 
Entering Unmasked Estep 
Score: -104509.914062 Penalty: 3200.998047
	Iteration 30F: 3 clusters Score -104509.9 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 51 (317 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 317 members 
Entering Unmasked Estep 
Score: -50156.011719 Penalty: 1428.207642
	Iteration 0F: 2 clusters Score -50156.01 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 177 members 
Mstep: Class 2 contains 140 members 
Entering Unmasked Estep 
Score: -48845.816406 Penalty: 2856.415283
	Iteration 0F: 3 clusters Score -48845.82 nChanged 36
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -48963.750000 Penalty: 2856.415283
	Iteration 1F: 3 clusters Score -48963.75 nChanged 9
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 186 members 
Mstep: Class 2 contains 131 members 
Entering Unmasked Estep 
Score: -48992.445312 Penalty: 2856.415283
	Iteration 2Q: 3 clusters Score -48992.45 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 185 members 
Mstep: Class 2 contains 132 members 
Entering Unmasked Estep 
Score: -49002.394531 Penalty: 2856.415283
	Iteration 3Q: 3 clusters Score -49002.39 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 183 members 
Mstep: Class 2 contains 134 members 
Entering Unmasked Estep 
Score: -49009.597656 Penalty: 2856.415283
	Iteration 4Q: 3 clusters Score -49009.6 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49014.527344 Penalty: 2856.415283
	Iteration 5Q: 3 clusters Score -49014.53 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 181 members 
Mstep: Class 2 contains 136 members 
Entering Unmasked Estep 
Score: -49024.187500 Penalty: 2856.415283
	Iteration 6Q: 3 clusters Score -49024.19 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49032.195312 Penalty: 2856.415283
	Iteration 7Q: 3 clusters Score -49032.2 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 182 members 
Mstep: Class 2 contains 135 members 
Entering Unmasked Estep 
Score: -49032.195312 Penalty: 2856.415283
	Iteration 8F: 3 clusters Score -49032.2 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 52 (26499 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 26499 members 
Entering Unmasked Estep 
Score: -5273865.500000 Penalty: 2525.845703
	Iteration 0F: 2 clusters Score -5273866 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13208 members 
Mstep: Class 2 contains 13291 members 
Entering Unmasked Estep 
Score: -5256182.500000 Penalty: 5051.691406
	Iteration 0F: 3 clusters Score -5256182 nChanged 11839
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13123 members 
Mstep: Class 2 contains 13376 members 
Entering Unmasked Estep 
Score: -5262535.000000 Penalty: 5051.691406
	Iteration 1F: 3 clusters Score -5262535 nChanged 1333
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13096 members 
Mstep: Class 2 contains 13403 members 
Entering Unmasked Estep 
Score: -5262904.500000 Penalty: 5051.691406
	Iteration 2F: 3 clusters Score -5262904 nChanged 1193
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13025 members 
Mstep: Class 2 contains 13474 members 
Entering Unmasked Estep 
Score: -5263281.500000 Penalty: 5051.691406
	Iteration 3Q: 3 clusters Score -5263282 nChanged 1082
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12987 members 
Mstep: Class 2 contains 13512 members 
Entering Unmasked Estep 
Score: -5263613.000000 Penalty: 5051.691406
	Iteration 4Q: 3 clusters Score -5263613 nChanged 1028
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13071 members 
Mstep: Class 2 contains 13428 members 
Entering Unmasked Estep 
Score: -5263976.500000 Penalty: 5051.691406
	Iteration 5Q: 3 clusters Score -5263976 nChanged 997
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13234 members 
Mstep: Class 2 contains 13265 members 
Entering Unmasked Estep 
Score: -5264311.500000 Penalty: 5051.691406
	Iteration 6Q: 3 clusters Score -5264312 nChanged 1006
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13536 members 
Mstep: Class 2 contains 12963 members 
Entering Unmasked Estep 
Score: -5264732.500000 Penalty: 5051.691406
	Iteration 7Q: 3 clusters Score -5264732 nChanged 1141
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13963 members 
Mstep: Class 2 contains 12536 members 
Entering Unmasked Estep 
Score: -5265311.000000 Penalty: 5051.691406
	Iteration 8Q: 3 clusters Score -5265311 nChanged 1222
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14549 members 
Mstep: Class 2 contains 11950 members 
Entering Unmasked Estep 
Score: -5266147.000000 Penalty: 5051.691406
	Iteration 9Q: 3 clusters Score -5266147 nChanged 1410
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15207 members 
Mstep: Class 2 contains 11292 members 
Entering Unmasked Estep 
Score: -5267137.000000 Penalty: 5051.691406
	Iteration 10F: 3 clusters Score -5267137 nChanged 1390
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15905 members 
Mstep: Class 2 contains 10594 members 
Entering Unmasked Estep 
Score: -5268154.500000 Penalty: 5051.691406
	Iteration 11F: 3 clusters Score -5268154 nChanged 1212
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16607 members 
Mstep: Class 2 contains 9892 members 
Entering Unmasked Estep 
Score: -5268815.000000 Penalty: 5051.691406
	Iteration 12Q: 3 clusters Score -5268815 nChanged 1007
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17338 members 
Mstep: Class 2 contains 9161 members 
Entering Unmasked Estep 
Score: -5269357.000000 Penalty: 5051.691406
	Iteration 13Q: 3 clusters Score -5269357 nChanged 837
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17999 members 
Mstep: Class 2 contains 8500 members 
Entering Unmasked Estep 
Score: -5269736.500000 Penalty: 5051.691406
	Iteration 14Q: 3 clusters Score -5269736 nChanged 718
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 7928 members 
Entering Unmasked Estep 
Score: -5270014.500000 Penalty: 5051.691406
	Iteration 15Q: 3 clusters Score -5270014 nChanged 649
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19096 members 
Mstep: Class 2 contains 7403 members 
Entering Unmasked Estep 
Score: -5270243.500000 Penalty: 5051.691406
	Iteration 16Q: 3 clusters Score -5270244 nChanged 558
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 19556 members 
Mstep: Class 2 contains 6943 members 
Entering Unmasked Estep 
Score: -5270480.000000 Penalty: 5051.691406
	Iteration 17Q: 3 clusters Score -5270480 nChanged 535
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20009 members 
Mstep: Class 2 contains 6490 members 
Entering Unmasked Estep 
Score: -5270635.500000 Penalty: 5051.691406
	Iteration 18Q: 3 clusters Score -5270636 nChanged 484
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20403 members 
Mstep: Class 2 contains 6096 members 
Entering Unmasked Estep 
Score: -5270750.500000 Penalty: 5051.691406
	Iteration 19Q: 3 clusters Score -5270750 nChanged 427
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 20722 members 
Mstep: Class 2 contains 5777 members 
Entering Unmasked Estep 
Score: -5270907.500000 Penalty: 5051.691406
	Iteration 20F: 3 clusters Score -5270908 nChanged 386
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21000 members 
Mstep: Class 2 contains 5499 members 
Entering Unmasked Estep 
Score: -5271037.500000 Penalty: 5051.691406
	Iteration 21Q: 3 clusters Score -5271038 nChanged 369
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21247 members 
Mstep: Class 2 contains 5252 members 
Entering Unmasked Estep 
Score: -5271130.500000 Penalty: 5051.691406
	Iteration 22Q: 3 clusters Score -5271130 nChanged 302
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21455 members 
Mstep: Class 2 contains 5044 members 
Entering Unmasked Estep 
Score: -5271196.000000 Penalty: 5051.691406
	Iteration 23Q: 3 clusters Score -5271196 nChanged 252
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21625 members 
Mstep: Class 2 contains 4874 members 
Entering Unmasked Estep 
Score: -5271253.500000 Penalty: 5051.691406
	Iteration 24Q: 3 clusters Score -5271254 nChanged 182
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21741 members 
Mstep: Class 2 contains 4758 members 
Entering Unmasked Estep 
Score: -5271288.500000 Penalty: 5051.691406
	Iteration 25Q: 3 clusters Score -5271288 nChanged 156
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21855 members 
Mstep: Class 2 contains 4644 members 
Entering Unmasked Estep 
Score: -5271321.500000 Penalty: 5051.691406
	Iteration 26Q: 3 clusters Score -5271322 nChanged 148
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 21983 members 
Mstep: Class 2 contains 4516 members 
Entering Unmasked Estep 
Score: -5271328.500000 Penalty: 5051.691406
	Iteration 27Q: 3 clusters Score -5271328 nChanged 140
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22111 members 
Mstep: Class 2 contains 4388 members 
Entering Unmasked Estep 
Score: -5271331.000000 Penalty: 5051.691406
	Iteration 28Q: 3 clusters Score -5271331 nChanged 129
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22232 members 
Mstep: Class 2 contains 4267 members 
Entering Unmasked Estep 
Score: -5271325.000000 Penalty: 5051.691406
	Iteration 29Q: 3 clusters Score -5271325 nChanged 112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22322 members 
Mstep: Class 2 contains 4177 members 
Entering Unmasked Estep 
Score: -5271335.000000 Penalty: 5051.691406
	Iteration 30Q: 3 clusters Score -5271335 nChanged 100
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22410 members 
Mstep: Class 2 contains 4089 members 
Entering Unmasked Estep 
Score: -5271334.500000 Penalty: 5051.691406
	Iteration 31Q: 3 clusters Score -5271334 nChanged 86
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22470 members 
Mstep: Class 2 contains 4029 members 
Entering Unmasked Estep 
Score: -5271347.000000 Penalty: 5051.691406
	Iteration 32Q: 3 clusters Score -5271347 nChanged 71
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22523 members 
Mstep: Class 2 contains 3976 members 
Entering Unmasked Estep 
Score: -5271362.500000 Penalty: 5051.691406
	Iteration 33Q: 3 clusters Score -5271362 nChanged 65
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22578 members 
Mstep: Class 2 contains 3921 members 
Entering Unmasked Estep 
Score: -5271360.000000 Penalty: 5051.691406
	Iteration 34Q: 3 clusters Score -5271360 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22650 members 
Mstep: Class 2 contains 3849 members 
Entering Unmasked Estep 
Score: -5271344.000000 Penalty: 5051.691406
	Iteration 35Q: 3 clusters Score -5271344 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22711 members 
Mstep: Class 2 contains 3788 members 
Entering Unmasked Estep 
Score: -5271341.500000 Penalty: 5051.691406
	Iteration 36Q: 3 clusters Score -5271342 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22779 members 
Mstep: Class 2 contains 3720 members 
Entering Unmasked Estep 
Score: -5271356.500000 Penalty: 5051.691406
	Iteration 37Q: 3 clusters Score -5271356 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22844 members 
Mstep: Class 2 contains 3655 members 
Entering Unmasked Estep 
Score: -5271364.500000 Penalty: 5051.691406
	Iteration 38Q: 3 clusters Score -5271364 nChanged 97
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 22939 members 
Mstep: Class 2 contains 3560 members 
Entering Unmasked Estep 
Score: -5271367.500000 Penalty: 5051.691406
	Iteration 39Q: 3 clusters Score -5271368 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23030 members 
Mstep: Class 2 contains 3469 members 
Entering Unmasked Estep 
Score: -5271375.000000 Penalty: 5051.691406
	Iteration 40F: 3 clusters Score -5271375 nChanged 95
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23121 members 
Mstep: Class 2 contains 3378 members 
Entering Unmasked Estep 
Score: -5271395.000000 Penalty: 5051.691406
	Iteration 41Q: 3 clusters Score -5271395 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23214 members 
Mstep: Class 2 contains 3285 members 
Entering Unmasked Estep 
Score: -5271381.000000 Penalty: 5051.691406
	Iteration 42Q: 3 clusters Score -5271381 nChanged 90
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23298 members 
Mstep: Class 2 contains 3201 members 
Entering Unmasked Estep 
Score: -5271408.000000 Penalty: 5051.691406
	Iteration 43Q: 3 clusters Score -5271408 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23393 members 
Mstep: Class 2 contains 3106 members 
Entering Unmasked Estep 
Score: -5271403.500000 Penalty: 5051.691406
	Iteration 44Q: 3 clusters Score -5271404 nChanged 93
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23476 members 
Mstep: Class 2 contains 3023 members 
Entering Unmasked Estep 
Score: -5271418.500000 Penalty: 5051.691406
	Iteration 45Q: 3 clusters Score -5271418 nChanged 116
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23586 members 
Mstep: Class 2 contains 2913 members 
Entering Unmasked Estep 
Score: -5271418.000000 Penalty: 5051.691406
	Iteration 46Q: 3 clusters Score -5271418 nChanged 126
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23692 members 
Mstep: Class 2 contains 2807 members 
Entering Unmasked Estep 
Score: -5271444.000000 Penalty: 5051.691406
	Iteration 47Q: 3 clusters Score -5271444 nChanged 132
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23812 members 
Mstep: Class 2 contains 2687 members 
Entering Unmasked Estep 
Score: -5271471.500000 Penalty: 5051.691406
	Iteration 48Q: 3 clusters Score -5271472 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 23932 members 
Mstep: Class 2 contains 2567 members 
Entering Unmasked Estep 
Score: -5271502.000000 Penalty: 5051.691406
	Iteration 49Q: 3 clusters Score -5271502 nChanged 130
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24052 members 
Mstep: Class 2 contains 2447 members 
Entering Unmasked Estep 
Score: -5271552.000000 Penalty: 5051.691406
	Iteration 50Q: 3 clusters Score -5271552 nChanged 118
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24162 members 
Mstep: Class 2 contains 2337 members 
Entering Unmasked Estep 
Score: -5271589.500000 Penalty: 5051.691406
	Iteration 51Q: 3 clusters Score -5271590 nChanged 108
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24268 members 
Mstep: Class 2 contains 2231 members 
Entering Unmasked Estep 
Score: -5271612.500000 Penalty: 5051.691406
	Iteration 52Q: 3 clusters Score -5271612 nChanged 115
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24377 members 
Mstep: Class 2 contains 2122 members 
Entering Unmasked Estep 
Score: -5271676.000000 Penalty: 5051.691406
	Iteration 53Q: 3 clusters Score -5271676 nChanged 105
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24474 members 
Mstep: Class 2 contains 2025 members 
Entering Unmasked Estep 
Score: -5271700.000000 Penalty: 5051.691406
	Iteration 54Q: 3 clusters Score -5271700 nChanged 96
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24568 members 
Mstep: Class 2 contains 1931 members 
Entering Unmasked Estep 
Score: -5271726.000000 Penalty: 5051.691406
	Iteration 55Q: 3 clusters Score -5271726 nChanged 89
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24645 members 
Mstep: Class 2 contains 1854 members 
Entering Unmasked Estep 
Score: -5271735.000000 Penalty: 5051.691406
	Iteration 56Q: 3 clusters Score -5271735 nChanged 88
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24727 members 
Mstep: Class 2 contains 1772 members 
Entering Unmasked Estep 
Score: -5271772.000000 Penalty: 5051.691406
	Iteration 57Q: 3 clusters Score -5271772 nChanged 78
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24799 members 
Mstep: Class 2 contains 1700 members 
Entering Unmasked Estep 
Score: -5271805.500000 Penalty: 5051.691406
	Iteration 58Q: 3 clusters Score -5271806 nChanged 74
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24869 members 
Mstep: Class 2 contains 1630 members 
Entering Unmasked Estep 
Score: -5271830.500000 Penalty: 5051.691406
	Iteration 59Q: 3 clusters Score -5271830 nChanged 75
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24938 members 
Mstep: Class 2 contains 1561 members 
Entering Unmasked Estep 
Score: -5271869.000000 Penalty: 5051.691406
	Iteration 60F: 3 clusters Score -5271869 nChanged 69
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25003 members 
Mstep: Class 2 contains 1496 members 
Entering Unmasked Estep 
Score: -5271904.500000 Penalty: 5051.691406
	Iteration 61Q: 3 clusters Score -5271904 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25066 members 
Mstep: Class 2 contains 1433 members 
Entering Unmasked Estep 
Score: -5271921.500000 Penalty: 5051.691406
	Iteration 62Q: 3 clusters Score -5271922 nChanged 62
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25118 members 
Mstep: Class 2 contains 1381 members 
Entering Unmasked Estep 
Score: -5271947.500000 Penalty: 5051.691406
	Iteration 63Q: 3 clusters Score -5271948 nChanged 49
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25165 members 
Mstep: Class 2 contains 1334 members 
Entering Unmasked Estep 
Score: -5271962.000000 Penalty: 5051.691406
	Iteration 64Q: 3 clusters Score -5271962 nChanged 37
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25202 members 
Mstep: Class 2 contains 1297 members 
Entering Unmasked Estep 
Score: -5271986.000000 Penalty: 5051.691406
	Iteration 65Q: 3 clusters Score -5271986 nChanged 46
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25240 members 
Mstep: Class 2 contains 1259 members 
Entering Unmasked Estep 
Score: -5272002.000000 Penalty: 5051.691406
	Iteration 66Q: 3 clusters Score -5272002 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25271 members 
Mstep: Class 2 contains 1228 members 
Entering Unmasked Estep 
Score: -5272024.000000 Penalty: 5051.691406
	Iteration 67Q: 3 clusters Score -5272024 nChanged 21
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25288 members 
Mstep: Class 2 contains 1211 members 
Entering Unmasked Estep 
Score: -5272025.000000 Penalty: 5051.691406
	Iteration 68Q: 3 clusters Score -5272025 nChanged 17
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25305 members 
Mstep: Class 2 contains 1194 members 
Entering Unmasked Estep 
Score: -5272035.500000 Penalty: 5051.691406
	Iteration 69Q: 3 clusters Score -5272036 nChanged 8
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25311 members 
Mstep: Class 2 contains 1188 members 
Entering Unmasked Estep 
Score: -5272037.500000 Penalty: 5051.691406
	Iteration 70Q: 3 clusters Score -5272038 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25315 members 
Mstep: Class 2 contains 1184 members 
Entering Unmasked Estep 
Score: -5272038.000000 Penalty: 5051.691406
	Iteration 71Q: 3 clusters Score -5272038 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25320 members 
Mstep: Class 2 contains 1179 members 
Entering Unmasked Estep 
Score: -5272044.500000 Penalty: 5051.691406
	Iteration 72Q: 3 clusters Score -5272044 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25326 members 
Mstep: Class 2 contains 1173 members 
Entering Unmasked Estep 
Score: -5272053.500000 Penalty: 5051.691406
	Iteration 73Q: 3 clusters Score -5272054 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25327 members 
Mstep: Class 2 contains 1172 members 
Entering Unmasked Estep 
Score: -5272053.000000 Penalty: 5051.691406
	Iteration 74Q: 3 clusters Score -5272053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25332 members 
Mstep: Class 2 contains 1167 members 
Entering Unmasked Estep 
Score: -5272056.000000 Penalty: 5051.691406
	Iteration 75Q: 3 clusters Score -5272056 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25335 members 
Mstep: Class 2 contains 1164 members 
Entering Unmasked Estep 
Score: -5272053.000000 Penalty: 5051.691406
	Iteration 76Q: 3 clusters Score -5272053 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25340 members 
Mstep: Class 2 contains 1159 members 
Entering Unmasked Estep 
Score: -5272049.500000 Penalty: 5051.691406
	Iteration 77Q: 3 clusters Score -5272050 nChanged 5
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25345 members 
Mstep: Class 2 contains 1154 members 
Entering Unmasked Estep 
Score: -5272050.500000 Penalty: 5051.691406
	Iteration 78Q: 3 clusters Score -5272050 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25346 members 
Mstep: Class 2 contains 1153 members 
Entering Unmasked Estep 
Score: -5272053.000000 Penalty: 5051.691406
	Iteration 79Q: 3 clusters Score -5272053 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 25348 members 
Mstep: Class 2 contains 1151 members 
Entering Unmasked Estep 
Score: -5272057.000000 Penalty: 5051.691406
	Iteration 80F: 3 clusters Score -5272057 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 53 (18917 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18917 members 
Entering Unmasked Estep 
Score: -3795548.750000 Penalty: 2442.258545
	Iteration 0F: 2 clusters Score -3795549 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9459 members 
Mstep: Class 2 contains 9458 members 
Entering Unmasked Estep 
Score: -3782107.500000 Penalty: 4884.517090
	Iteration 0F: 3 clusters Score -3782108 nChanged 8171
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9674 members 
Mstep: Class 2 contains 9243 members 
Entering Unmasked Estep 
Score: -3786493.750000 Penalty: 4884.517090
	Iteration 1F: 3 clusters Score -3786494 nChanged 1052
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9824 members 
Mstep: Class 2 contains 9093 members 
Entering Unmasked Estep 
Score: -3786858.250000 Penalty: 4884.517090
	Iteration 2F: 3 clusters Score -3786858 nChanged 895
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9939 members 
Mstep: Class 2 contains 8978 members 
Entering Unmasked Estep 
Score: -3787104.750000 Penalty: 4884.517090
	Iteration 3Q: 3 clusters Score -3787105 nChanged 711
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10058 members 
Mstep: Class 2 contains 8859 members 
Entering Unmasked Estep 
Score: -3787347.250000 Penalty: 4884.517090
	Iteration 4Q: 3 clusters Score -3787347 nChanged 684
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10218 members 
Mstep: Class 2 contains 8699 members 
Entering Unmasked Estep 
Score: -3787558.250000 Penalty: 4884.517090
	Iteration 5Q: 3 clusters Score -3787558 nChanged 624
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10420 members 
Mstep: Class 2 contains 8497 members 
Entering Unmasked Estep 
Score: -3787736.250000 Penalty: 4884.517090
	Iteration 6Q: 3 clusters Score -3787736 nChanged 586
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10648 members 
Mstep: Class 2 contains 8269 members 
Entering Unmasked Estep 
Score: -3787901.000000 Penalty: 4884.517090
	Iteration 7Q: 3 clusters Score -3787901 nChanged 524
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10878 members 
Mstep: Class 2 contains 8039 members 
Entering Unmasked Estep 
Score: -3788055.250000 Penalty: 4884.517090
	Iteration 8Q: 3 clusters Score -3788055 nChanged 477
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11133 members 
Mstep: Class 2 contains 7784 members 
Entering Unmasked Estep 
Score: -3788195.000000 Penalty: 4884.517090
	Iteration 9Q: 3 clusters Score -3788195 nChanged 464
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11425 members 
Mstep: Class 2 contains 7492 members 
Entering Unmasked Estep 
Score: -3788314.000000 Penalty: 4884.517090
	Iteration 10Q: 3 clusters Score -3788314 nChanged 467
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11738 members 
Mstep: Class 2 contains 7179 members 
Entering Unmasked Estep 
Score: -3788467.750000 Penalty: 4884.517090
	Iteration 11Q: 3 clusters Score -3788468 nChanged 476
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12112 members 
Mstep: Class 2 contains 6805 members 
Entering Unmasked Estep 
Score: -3788622.500000 Penalty: 4884.517090
	Iteration 12Q: 3 clusters Score -3788622 nChanged 503
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12549 members 
Mstep: Class 2 contains 6368 members 
Entering Unmasked Estep 
Score: -3788793.750000 Penalty: 4884.517090
	Iteration 13Q: 3 clusters Score -3788794 nChanged 559
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13042 members 
Mstep: Class 2 contains 5875 members 
Entering Unmasked Estep 
Score: -3789042.750000 Penalty: 4884.517090
	Iteration 14Q: 3 clusters Score -3789043 nChanged 593
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 13595 members 
Mstep: Class 2 contains 5322 members 
Entering Unmasked Estep 
Score: -3789342.250000 Penalty: 4884.517090
	Iteration 15Q: 3 clusters Score -3789342 nChanged 666
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14227 members 
Mstep: Class 2 contains 4690 members 
Entering Unmasked Estep 
Score: -3789703.750000 Penalty: 4884.517090
	Iteration 16Q: 3 clusters Score -3789704 nChanged 714
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 14921 members 
Mstep: Class 2 contains 3996 members 
Entering Unmasked Estep 
Score: -3790192.750000 Penalty: 4884.517090
	Iteration 17Q: 3 clusters Score -3790193 nChanged 782
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 15697 members 
Mstep: Class 2 contains 3220 members 
Entering Unmasked Estep 
Score: -3790747.000000 Penalty: 4884.517090
	Iteration 18Q: 3 clusters Score -3790747 nChanged 739
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 16434 members 
Mstep: Class 2 contains 2483 members 
Entering Unmasked Estep 
Score: -3791329.000000 Penalty: 4884.517090
	Iteration 19Q: 3 clusters Score -3791329 nChanged 706
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17138 members 
Mstep: Class 2 contains 1779 members 
Entering Unmasked Estep 
Score: -3791933.500000 Penalty: 4884.517090
	Iteration 20F: 3 clusters Score -3791934 nChanged 604
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 17740 members 
Mstep: Class 2 contains 1177 members 
Entering Unmasked Estep 
Score: -3792478.000000 Penalty: 4884.517090
	Iteration 21Q: 3 clusters Score -3792478 nChanged 401
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18139 members 
Mstep: Class 2 contains 778 members 
Entering Unmasked Estep 
Score: -3792832.500000 Penalty: 4884.517090
	Iteration 22Q: 3 clusters Score -3792832 nChanged 224
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18361 members 
Mstep: Class 2 contains 556 members 
Entering Unmasked Estep 
Score: -3793048.000000 Penalty: 4884.517090
	Iteration 23Q: 3 clusters Score -3793048 nChanged 124
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18485 members 
Mstep: Class 2 contains 432 members 
Entering Unmasked Estep 
Score: -3793191.000000 Penalty: 4884.517090
	Iteration 24Q: 3 clusters Score -3793191 nChanged 67
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18546 members 
Mstep: Class 2 contains 371 members 
Entering Unmasked Estep 
Score: -3793263.750000 Penalty: 4884.517090
	Iteration 25Q: 3 clusters Score -3793264 nChanged 33
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18571 members 
Mstep: Class 2 contains 346 members 
Entering Unmasked Estep 
Score: -3793292.750000 Penalty: 4884.517090
	Iteration 26Q: 3 clusters Score -3793293 nChanged 16
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18585 members 
Mstep: Class 2 contains 332 members 
Entering Unmasked Estep 
Score: -3793315.250000 Penalty: 4884.517090
	Iteration 27Q: 3 clusters Score -3793315 nChanged 15
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18598 members 
Mstep: Class 2 contains 319 members 
Entering Unmasked Estep 
Score: -3793339.000000 Penalty: 4884.517090
	Iteration 28Q: 3 clusters Score -3793339 nChanged 14
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18604 members 
Mstep: Class 2 contains 313 members 
Entering Unmasked Estep 
Score: -3793354.500000 Penalty: 4884.517090
	Iteration 29Q: 3 clusters Score -3793354 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18609 members 
Mstep: Class 2 contains 308 members 
Entering Unmasked Estep 
Score: -3793371.500000 Penalty: 4884.517090
	Iteration 30Q: 3 clusters Score -3793372 nChanged 4
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18613 members 
Mstep: Class 2 contains 304 members 
Entering Unmasked Estep 
Score: -3793374.500000 Penalty: 4884.517090
	Iteration 31Q: 3 clusters Score -3793374 nChanged 7
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18620 members 
Mstep: Class 2 contains 297 members 
Entering Unmasked Estep 
Score: -3793383.750000 Penalty: 4884.517090
	Iteration 32Q: 3 clusters Score -3793384 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18624 members 
Mstep: Class 2 contains 293 members 
Entering Unmasked Estep 
Score: -3793389.250000 Penalty: 4884.517090
	Iteration 33Q: 3 clusters Score -3793389 nChanged 3
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18627 members 
Mstep: Class 2 contains 290 members 
Entering Unmasked Estep 
Score: -3793393.000000 Penalty: 4884.517090
	Iteration 34Q: 3 clusters Score -3793393 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18629 members 
Mstep: Class 2 contains 288 members 
Entering Unmasked Estep 
Score: -3793394.000000 Penalty: 4884.517090
	Iteration 35Q: 3 clusters Score -3793394 nChanged 1
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3793397.500000 Penalty: 4884.517090
	Iteration 36Q: 3 clusters Score -3793398 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 18630 members 
Mstep: Class 2 contains 287 members 
Entering Unmasked Estep 
Score: -3793397.500000 Penalty: 4884.517090
	Iteration 37F: 3 clusters Score -3793398 nChanged 0
Entering ConstructFrom: 
Trying to split cluster 54 (24463 points) 
Entering CEM 
Assigned 2 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 24463 members 
Entering Unmasked Estep 
Score: -4890158.500000 Penalty: 2506.019531
	Iteration 0F: 2 clusters Score -4890158 nChanged 0
Entering CEM 
Assigned 3 initial classes randomly.
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12312 members 
Mstep: Class 2 contains 12151 members 
Entering Unmasked Estep 
Score: -4873539.500000 Penalty: 5012.039062
	Iteration 0F: 3 clusters Score -4873540 nChanged 10859
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12441 members 
Mstep: Class 2 contains 12022 members 
Entering Unmasked Estep 
Score: -4879441.500000 Penalty: 5012.039062
	Iteration 1F: 3 clusters Score -4879442 nChanged 1267
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12386 members 
Mstep: Class 2 contains 12077 members 
Entering Unmasked Estep 
Score: -4879902.000000 Penalty: 5012.039062
	Iteration 2F: 3 clusters Score -4879902 nChanged 1101
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12325 members 
Mstep: Class 2 contains 12138 members 
Entering Unmasked Estep 
Score: -4880233.000000 Penalty: 5012.039062
	Iteration 3Q: 3 clusters Score -4880233 nChanged 905
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 12148 members 
Mstep: Class 2 contains 12315 members 
Entering Unmasked Estep 
Score: -4880473.000000 Penalty: 5012.039062
	Iteration 4Q: 3 clusters Score -4880473 nChanged 796
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11900 members 
Mstep: Class 2 contains 12563 members 
Entering Unmasked Estep 
Score: -4880714.500000 Penalty: 5012.039062
	Iteration 5Q: 3 clusters Score -4880714 nChanged 880
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11524 members 
Mstep: Class 2 contains 12939 members 
Entering Unmasked Estep 
Score: -4880982.500000 Penalty: 5012.039062
	Iteration 6Q: 3 clusters Score -4880982 nChanged 864
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 11020 members 
Mstep: Class 2 contains 13443 members 
Entering Unmasked Estep 
Score: -4881199.000000 Penalty: 5012.039062
	Iteration 7Q: 3 clusters Score -4881199 nChanged 937
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 10383 members 
Mstep: Class 2 contains 14080 members 
Entering Unmasked Estep 
Score: -4881478.500000 Penalty: 5012.039062
	Iteration 8Q: 3 clusters Score -4881478 nChanged 968
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 9593 members 
Mstep: Class 2 contains 14870 members 
Entering Unmasked Estep 
Score: -4881808.500000 Penalty: 5012.039062
	Iteration 9Q: 3 clusters Score -4881808 nChanged 1016
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 8669 members 
Mstep: Class 2 contains 15794 members 
Entering Unmasked Estep 
Score: -4882156.000000 Penalty: 5012.039062
	Iteration 10Q: 3 clusters Score -4882156 nChanged 1077
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 7658 members 
Mstep: Class 2 contains 16805 members 
Entering Unmasked Estep 
Score: -4882592.000000 Penalty: 5012.039062
	Iteration 11Q: 3 clusters Score -4882592 nChanged 1112
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 6592 members 
Mstep: Class 2 contains 17871 members 
Entering Unmasked Estep 
Score: -4883133.000000 Penalty: 5012.039062
	Iteration 12Q: 3 clusters Score -4883133 nChanged 1134
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 5488 members 
Mstep: Class 2 contains 18975 members 
Entering Unmasked Estep 
Score: -4883798.000000 Penalty: 5012.039062
	Iteration 13Q: 3 clusters Score -4883798 nChanged 1164
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 4334 members 
Mstep: Class 2 contains 20129 members 
Entering Unmasked Estep 
Score: -4884561.000000 Penalty: 5012.039062
	Iteration 14Q: 3 clusters Score -4884561 nChanged 1142
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 3200 members 
Mstep: Class 2 contains 21263 members 
Entering Unmasked Estep 
Score: -4885442.000000 Penalty: 5012.039062
	Iteration 15Q: 3 clusters Score -4885442 nChanged 982
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 2224 members 
Mstep: Class 2 contains 22239 members 
Entering Unmasked Estep 
Score: -4886262.000000 Penalty: 5012.039062
	Iteration 16Q: 3 clusters Score -4886262 nChanged 719
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1507 members 
Mstep: Class 2 contains 22956 members 
Entering Unmasked Estep 
Score: -4886888.000000 Penalty: 5012.039062
	Iteration 17Q: 3 clusters Score -4886888 nChanged 495
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 1018 members 
Mstep: Class 2 contains 23445 members 
Entering Unmasked Estep 
Score: -4887319.500000 Penalty: 5012.039062
	Iteration 18Q: 3 clusters Score -4887320 nChanged 275
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 757 members 
Mstep: Class 2 contains 23706 members 
Entering Unmasked Estep 
Score: -4887552.500000 Penalty: 5012.039062
	Iteration 19Q: 3 clusters Score -4887552 nChanged 152
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 613 members 
Mstep: Class 2 contains 23850 members 
Entering Unmasked Estep 
Score: -4887683.500000 Penalty: 5012.039062
	Iteration 20F: 3 clusters Score -4887684 nChanged 99
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 522 members 
Mstep: Class 2 contains 23941 members 
Entering Unmasked Estep 
Score: -4887783.500000 Penalty: 5012.039062
	Iteration 21Q: 3 clusters Score -4887784 nChanged 57
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 467 members 
Mstep: Class 2 contains 23996 members 
Entering Unmasked Estep 
Score: -4887851.000000 Penalty: 5012.039062
	Iteration 22Q: 3 clusters Score -4887851 nChanged 41
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 430 members 
Mstep: Class 2 contains 24033 members 
Entering Unmasked Estep 
Score: -4887902.500000 Penalty: 5012.039062
	Iteration 23Q: 3 clusters Score -4887902 nChanged 29
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 405 members 
Mstep: Class 2 contains 24058 members 
Entering Unmasked Estep 
Score: -4887935.500000 Penalty: 5012.039062
	Iteration 24Q: 3 clusters Score -4887936 nChanged 28
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 387 members 
Mstep: Class 2 contains 24076 members 
Entering Unmasked Estep 
Score: -4887964.500000 Penalty: 5012.039062
	Iteration 25Q: 3 clusters Score -4887964 nChanged 19
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 374 members 
Mstep: Class 2 contains 24089 members 
Entering Unmasked Estep 
Score: -4887983.000000 Penalty: 5012.039062
	Iteration 26Q: 3 clusters Score -4887983 nChanged 11
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4887992.500000 Penalty: 5012.039062
	Iteration 27Q: 3 clusters Score -4887992 nChanged 6
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4887995.000000 Penalty: 5012.039062
	Iteration 28Q: 3 clusters Score -4887995 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4888002.500000 Penalty: 5012.039062
	Iteration 29Q: 3 clusters Score -4888002 nChanged 2
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4888001.500000 Penalty: 5012.039062
	Iteration 30Q: 3 clusters Score -4888002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 0 members 
Mstep: Class 1 contains 367 members 
Mstep: Class 2 contains 24096 members 
Entering Unmasked Estep 
Score: -4888001.500000 Penalty: 5012.039062
	Iteration 31F: 3 clusters Score -4888002 nChanged 0
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 4618 members 
Mstep: Class 3 contains 31314 members 
Mstep: Class 4 contains 46013 members 
Mstep: Class 5 contains 40313 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41733 members 
Mstep: Class 8 contains 45492 members 
Mstep: Class 9 contains 43507 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 24517 members 
Mstep: Class 12 contains 59931 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7475 members 
Mstep: Class 15 contains 8880 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42298 members 
Mstep: Class 18 contains 5067 members 
Mstep: Class 19 contains 5557 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27783 members 
Mstep: Class 22 contains 42472 members 
Mstep: Class 23 contains 26802 members 
Mstep: Class 24 contains 2487 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41704 members 
Mstep: Class 27 contains 53877 members 
Mstep: Class 28 contains 43640 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7892 members 
Mstep: Class 31 contains 54834 members 
Mstep: Class 32 contains 23464 members 
Mstep: Class 33 contains 42589 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46438 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 23686 members 
Mstep: Class 40 contains 20456 members 
Mstep: Class 41 contains 20397 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25755 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45666 members 
Mstep: Class 47 contains 24350 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11251 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26499 members 
Mstep: Class 53 contains 18917 members 
Mstep: Class 54 contains 24463 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984272.000000 Penalty: 186489.921875
Iteration 479Q: 55 clusters Score -2.079843e+08 nChanged 2701
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17787 members 
Mstep: Class 2 contains 4611 members 
Mstep: Class 3 contains 31297 members 
Mstep: Class 4 contains 46017 members 
Mstep: Class 5 contains 40421 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41736 members 
Mstep: Class 8 contains 45449 members 
Mstep: Class 9 contains 43516 members 
Mstep: Class 10 contains 16441 members 
Mstep: Class 11 contains 24477 members 
Mstep: Class 12 contains 59927 members 
Mstep: Class 13 contains 505 members 
Mstep: Class 14 contains 7400 members 
Mstep: Class 15 contains 8879 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42305 members 
Mstep: Class 18 contains 5060 members 
Mstep: Class 19 contains 5556 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27769 members 
Mstep: Class 22 contains 42462 members 
Mstep: Class 23 contains 26801 members 
Mstep: Class 24 contains 2488 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41711 members 
Mstep: Class 27 contains 53880 members 
Mstep: Class 28 contains 43575 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7888 members 
Mstep: Class 31 contains 54828 members 
Mstep: Class 32 contains 23304 members 
Mstep: Class 33 contains 42580 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1720 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46436 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 23807 members 
Mstep: Class 40 contains 20566 members 
Mstep: Class 41 contains 20392 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25760 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45663 members 
Mstep: Class 47 contains 24212 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11306 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26551 members 
Mstep: Class 53 contains 18859 members 
Mstep: Class 54 contains 24653 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983632.000000 Penalty: 186489.921875
Iteration 480F: 55 clusters Score -2.079836e+08 nChanged 2810
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 4605 members 
Mstep: Class 3 contains 31284 members 
Mstep: Class 4 contains 46017 members 
Mstep: Class 5 contains 40540 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41735 members 
Mstep: Class 8 contains 45408 members 
Mstep: Class 9 contains 43506 members 
Mstep: Class 10 contains 16436 members 
Mstep: Class 11 contains 24451 members 
Mstep: Class 12 contains 59924 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 7334 members 
Mstep: Class 15 contains 8877 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42288 members 
Mstep: Class 18 contains 5056 members 
Mstep: Class 19 contains 5556 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27749 members 
Mstep: Class 22 contains 42452 members 
Mstep: Class 23 contains 26798 members 
Mstep: Class 24 contains 2489 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41722 members 
Mstep: Class 27 contains 53874 members 
Mstep: Class 28 contains 43509 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7879 members 
Mstep: Class 31 contains 54819 members 
Mstep: Class 32 contains 23164 members 
Mstep: Class 33 contains 42574 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46442 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 23919 members 
Mstep: Class 40 contains 20687 members 
Mstep: Class 41 contains 20391 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25764 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45668 members 
Mstep: Class 47 contains 24045 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11347 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26561 members 
Mstep: Class 53 contains 18827 members 
Mstep: Class 54 contains 24887 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984048.000000 Penalty: 186489.921875
Iteration 481Q: 55 clusters Score -2.07984e+08 nChanged 2761
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17793 members 
Mstep: Class 2 contains 4598 members 
Mstep: Class 3 contains 31287 members 
Mstep: Class 4 contains 46025 members 
Mstep: Class 5 contains 40649 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41725 members 
Mstep: Class 8 contains 45358 members 
Mstep: Class 9 contains 43506 members 
Mstep: Class 10 contains 16443 members 
Mstep: Class 11 contains 24440 members 
Mstep: Class 12 contains 59912 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 7270 members 
Mstep: Class 15 contains 8873 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42296 members 
Mstep: Class 18 contains 5050 members 
Mstep: Class 19 contains 5556 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27731 members 
Mstep: Class 22 contains 42463 members 
Mstep: Class 23 contains 26785 members 
Mstep: Class 24 contains 2492 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41730 members 
Mstep: Class 27 contains 53875 members 
Mstep: Class 28 contains 43428 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7880 members 
Mstep: Class 31 contains 54804 members 
Mstep: Class 32 contains 23039 members 
Mstep: Class 33 contains 42573 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1719 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46445 members 
Mstep: Class 38 contains 1075 members 
Mstep: Class 39 contains 23988 members 
Mstep: Class 40 contains 20819 members 
Mstep: Class 41 contains 20396 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25769 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45667 members 
Mstep: Class 47 contains 23883 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11393 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26532 members 
Mstep: Class 53 contains 18803 members 
Mstep: Class 54 contains 25094 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983616.000000 Penalty: 186489.921875
Iteration 482Q: 55 clusters Score -2.079836e+08 nChanged 2849
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17795 members 
Mstep: Class 2 contains 4590 members 
Mstep: Class 3 contains 31294 members 
Mstep: Class 4 contains 46021 members 
Mstep: Class 5 contains 40803 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41724 members 
Mstep: Class 8 contains 45303 members 
Mstep: Class 9 contains 43490 members 
Mstep: Class 10 contains 16436 members 
Mstep: Class 11 contains 24431 members 
Mstep: Class 12 contains 59896 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 7195 members 
Mstep: Class 15 contains 8872 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42292 members 
Mstep: Class 18 contains 5045 members 
Mstep: Class 19 contains 5555 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27716 members 
Mstep: Class 22 contains 42481 members 
Mstep: Class 23 contains 26784 members 
Mstep: Class 24 contains 2494 members 
Mstep: Class 25 contains 6877 members 
Mstep: Class 26 contains 41737 members 
Mstep: Class 27 contains 53885 members 
Mstep: Class 28 contains 43341 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7879 members 
Mstep: Class 31 contains 54781 members 
Mstep: Class 32 contains 22878 members 
Mstep: Class 33 contains 42573 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1718 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46453 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 24061 members 
Mstep: Class 40 contains 20939 members 
Mstep: Class 41 contains 20405 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25764 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45658 members 
Mstep: Class 47 contains 23718 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11447 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26532 members 
Mstep: Class 53 contains 18781 members 
Mstep: Class 54 contains 25324 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207983936.000000 Penalty: 186489.921875
Iteration 483Q: 55 clusters Score -2.079839e+08 nChanged 2945
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17792 members 
Mstep: Class 2 contains 4584 members 
Mstep: Class 3 contains 31268 members 
Mstep: Class 4 contains 46019 members 
Mstep: Class 5 contains 40940 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41736 members 
Mstep: Class 8 contains 45266 members 
Mstep: Class 9 contains 43470 members 
Mstep: Class 10 contains 16435 members 
Mstep: Class 11 contains 24440 members 
Mstep: Class 12 contains 59889 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 7130 members 
Mstep: Class 15 contains 8870 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42259 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 5553 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27690 members 
Mstep: Class 22 contains 42486 members 
Mstep: Class 23 contains 26781 members 
Mstep: Class 24 contains 2493 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41737 members 
Mstep: Class 27 contains 53912 members 
Mstep: Class 28 contains 43286 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7871 members 
Mstep: Class 31 contains 54771 members 
Mstep: Class 32 contains 22753 members 
Mstep: Class 33 contains 42565 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1716 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46450 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 24153 members 
Mstep: Class 40 contains 21094 members 
Mstep: Class 41 contains 20417 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25766 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45656 members 
Mstep: Class 47 contains 23567 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11490 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26422 members 
Mstep: Class 53 contains 18749 members 
Mstep: Class 54 contains 25571 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984096.000000 Penalty: 186489.921875
Iteration 484Q: 55 clusters Score -2.079841e+08 nChanged 3011
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17786 members 
Mstep: Class 2 contains 4579 members 
Mstep: Class 3 contains 31247 members 
Mstep: Class 4 contains 46016 members 
Mstep: Class 5 contains 41094 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41739 members 
Mstep: Class 8 contains 45261 members 
Mstep: Class 9 contains 43462 members 
Mstep: Class 10 contains 16435 members 
Mstep: Class 11 contains 24433 members 
Mstep: Class 12 contains 59872 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 7062 members 
Mstep: Class 15 contains 8870 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42203 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 5553 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27679 members 
Mstep: Class 22 contains 42497 members 
Mstep: Class 23 contains 26776 members 
Mstep: Class 24 contains 2491 members 
Mstep: Class 25 contains 6879 members 
Mstep: Class 26 contains 41739 members 
Mstep: Class 27 contains 53912 members 
Mstep: Class 28 contains 43198 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7866 members 
Mstep: Class 31 contains 54758 members 
Mstep: Class 32 contains 22681 members 
Mstep: Class 33 contains 42564 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1716 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46441 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 24284 members 
Mstep: Class 40 contains 21293 members 
Mstep: Class 41 contains 20421 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25766 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45656 members 
Mstep: Class 47 contains 23408 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11515 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26262 members 
Mstep: Class 53 contains 18722 members 
Mstep: Class 54 contains 25789 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984400.000000 Penalty: 186489.921875
Iteration 485Q: 55 clusters Score -2.079844e+08 nChanged 2998
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17783 members 
Mstep: Class 2 contains 4573 members 
Mstep: Class 3 contains 31220 members 
Mstep: Class 4 contains 46015 members 
Mstep: Class 5 contains 41224 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41750 members 
Mstep: Class 8 contains 45262 members 
Mstep: Class 9 contains 43477 members 
Mstep: Class 10 contains 16437 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 59859 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6979 members 
Mstep: Class 15 contains 8866 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42190 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 5553 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27686 members 
Mstep: Class 22 contains 42505 members 
Mstep: Class 23 contains 26767 members 
Mstep: Class 24 contains 2485 members 
Mstep: Class 25 contains 6877 members 
Mstep: Class 26 contains 41741 members 
Mstep: Class 27 contains 53906 members 
Mstep: Class 28 contains 43127 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7854 members 
Mstep: Class 31 contains 54733 members 
Mstep: Class 32 contains 22602 members 
Mstep: Class 33 contains 42565 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1716 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46426 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 24386 members 
Mstep: Class 40 contains 21527 members 
Mstep: Class 41 contains 20425 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25771 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45654 members 
Mstep: Class 47 contains 23268 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11571 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 26081 members 
Mstep: Class 53 contains 18718 members 
Mstep: Class 54 contains 25932 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984400.000000 Penalty: 186489.921875
Iteration 486Q: 55 clusters Score -2.079844e+08 nChanged 3008
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 4573 members 
Mstep: Class 3 contains 31196 members 
Mstep: Class 4 contains 45998 members 
Mstep: Class 5 contains 41353 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41764 members 
Mstep: Class 8 contains 45230 members 
Mstep: Class 9 contains 43464 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 24414 members 
Mstep: Class 12 contains 59862 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6902 members 
Mstep: Class 15 contains 8862 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42165 members 
Mstep: Class 18 contains 5043 members 
Mstep: Class 19 contains 5551 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27673 members 
Mstep: Class 22 contains 42501 members 
Mstep: Class 23 contains 26760 members 
Mstep: Class 24 contains 2480 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 41743 members 
Mstep: Class 27 contains 53912 members 
Mstep: Class 28 contains 43078 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7838 members 
Mstep: Class 31 contains 54710 members 
Mstep: Class 32 contains 22515 members 
Mstep: Class 33 contains 42561 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1716 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46412 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 24479 members 
Mstep: Class 40 contains 21783 members 
Mstep: Class 41 contains 20432 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25782 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45653 members 
Mstep: Class 47 contains 23189 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11648 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25891 members 
Mstep: Class 53 contains 18715 members 
Mstep: Class 54 contains 26027 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984576.000000 Penalty: 186489.921875
Iteration 487Q: 55 clusters Score -2.079846e+08 nChanged 2931
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17775 members 
Mstep: Class 2 contains 4570 members 
Mstep: Class 3 contains 31179 members 
Mstep: Class 4 contains 45988 members 
Mstep: Class 5 contains 41481 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41765 members 
Mstep: Class 8 contains 45235 members 
Mstep: Class 9 contains 43462 members 
Mstep: Class 10 contains 16442 members 
Mstep: Class 11 contains 24395 members 
Mstep: Class 12 contains 59844 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6828 members 
Mstep: Class 15 contains 8860 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42136 members 
Mstep: Class 18 contains 5042 members 
Mstep: Class 19 contains 5548 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27678 members 
Mstep: Class 22 contains 42490 members 
Mstep: Class 23 contains 26752 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 6875 members 
Mstep: Class 26 contains 41743 members 
Mstep: Class 27 contains 53927 members 
Mstep: Class 28 contains 43035 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7814 members 
Mstep: Class 31 contains 54683 members 
Mstep: Class 32 contains 22427 members 
Mstep: Class 33 contains 42543 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1715 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46421 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 24586 members 
Mstep: Class 40 contains 22066 members 
Mstep: Class 41 contains 20430 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25792 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45654 members 
Mstep: Class 47 contains 23128 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11702 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25703 members 
Mstep: Class 53 contains 18709 members 
Mstep: Class 54 contains 26072 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984816.000000 Penalty: 186489.921875
Iteration 488Q: 55 clusters Score -2.079848e+08 nChanged 2830
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17774 members 
Mstep: Class 2 contains 4562 members 
Mstep: Class 3 contains 31166 members 
Mstep: Class 4 contains 45994 members 
Mstep: Class 5 contains 41589 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41784 members 
Mstep: Class 8 contains 45250 members 
Mstep: Class 9 contains 43464 members 
Mstep: Class 10 contains 16438 members 
Mstep: Class 11 contains 24350 members 
Mstep: Class 12 contains 59822 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6757 members 
Mstep: Class 15 contains 8858 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42136 members 
Mstep: Class 18 contains 5039 members 
Mstep: Class 19 contains 5540 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27675 members 
Mstep: Class 22 contains 42455 members 
Mstep: Class 23 contains 26745 members 
Mstep: Class 24 contains 2475 members 
Mstep: Class 25 contains 6877 members 
Mstep: Class 26 contains 41725 members 
Mstep: Class 27 contains 53933 members 
Mstep: Class 28 contains 43011 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7787 members 
Mstep: Class 31 contains 54636 members 
Mstep: Class 32 contains 22360 members 
Mstep: Class 33 contains 42535 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1714 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46423 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 24725 members 
Mstep: Class 40 contains 22338 members 
Mstep: Class 41 contains 20424 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25797 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45653 members 
Mstep: Class 47 contains 23106 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11757 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25520 members 
Mstep: Class 53 contains 18707 members 
Mstep: Class 54 contains 26067 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984976.000000 Penalty: 186489.921875
Iteration 489Q: 55 clusters Score -2.07985e+08 nChanged 2748
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17763 members 
Mstep: Class 2 contains 4559 members 
Mstep: Class 3 contains 31131 members 
Mstep: Class 4 contains 45981 members 
Mstep: Class 5 contains 41687 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41801 members 
Mstep: Class 8 contains 45234 members 
Mstep: Class 9 contains 43479 members 
Mstep: Class 10 contains 16436 members 
Mstep: Class 11 contains 24334 members 
Mstep: Class 12 contains 59809 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6691 members 
Mstep: Class 15 contains 8856 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42123 members 
Mstep: Class 18 contains 5035 members 
Mstep: Class 19 contains 5535 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27674 members 
Mstep: Class 22 contains 42417 members 
Mstep: Class 23 contains 26741 members 
Mstep: Class 24 contains 2472 members 
Mstep: Class 25 contains 6875 members 
Mstep: Class 26 contains 41720 members 
Mstep: Class 27 contains 53941 members 
Mstep: Class 28 contains 42976 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7766 members 
Mstep: Class 31 contains 54620 members 
Mstep: Class 32 contains 22298 members 
Mstep: Class 33 contains 42529 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1715 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46413 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 24847 members 
Mstep: Class 40 contains 22656 members 
Mstep: Class 41 contains 20418 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25808 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45660 members 
Mstep: Class 47 contains 23163 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11816 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25374 members 
Mstep: Class 53 contains 18700 members 
Mstep: Class 54 contains 25915 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985040.000000 Penalty: 186489.921875
Iteration 490Q: 55 clusters Score -2.07985e+08 nChanged 2526
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17754 members 
Mstep: Class 2 contains 4557 members 
Mstep: Class 3 contains 31092 members 
Mstep: Class 4 contains 45984 members 
Mstep: Class 5 contains 41805 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41791 members 
Mstep: Class 8 contains 45213 members 
Mstep: Class 9 contains 43455 members 
Mstep: Class 10 contains 16426 members 
Mstep: Class 11 contains 24313 members 
Mstep: Class 12 contains 59798 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6622 members 
Mstep: Class 15 contains 8855 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42120 members 
Mstep: Class 18 contains 5033 members 
Mstep: Class 19 contains 5533 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27677 members 
Mstep: Class 22 contains 42392 members 
Mstep: Class 23 contains 26735 members 
Mstep: Class 24 contains 2474 members 
Mstep: Class 25 contains 6874 members 
Mstep: Class 26 contains 41737 members 
Mstep: Class 27 contains 53945 members 
Mstep: Class 28 contains 42954 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7757 members 
Mstep: Class 31 contains 54595 members 
Mstep: Class 32 contains 22232 members 
Mstep: Class 33 contains 42511 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1714 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46406 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 24958 members 
Mstep: Class 40 contains 22930 members 
Mstep: Class 41 contains 20423 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25815 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45674 members 
Mstep: Class 47 contains 23274 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11883 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25286 members 
Mstep: Class 53 contains 18716 members 
Mstep: Class 54 contains 25655 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985264.000000 Penalty: 186489.921875
Iteration 491Q: 55 clusters Score -2.079853e+08 nChanged 2492
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17751 members 
Mstep: Class 2 contains 4554 members 
Mstep: Class 3 contains 31019 members 
Mstep: Class 4 contains 45995 members 
Mstep: Class 5 contains 41921 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41793 members 
Mstep: Class 8 contains 45204 members 
Mstep: Class 9 contains 43458 members 
Mstep: Class 10 contains 16418 members 
Mstep: Class 11 contains 24283 members 
Mstep: Class 12 contains 59816 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6551 members 
Mstep: Class 15 contains 8855 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42131 members 
Mstep: Class 18 contains 5030 members 
Mstep: Class 19 contains 5528 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27671 members 
Mstep: Class 22 contains 42353 members 
Mstep: Class 23 contains 26715 members 
Mstep: Class 24 contains 2476 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 41748 members 
Mstep: Class 27 contains 53937 members 
Mstep: Class 28 contains 42912 members 
Mstep: Class 29 contains 3963 members 
Mstep: Class 30 contains 7739 members 
Mstep: Class 31 contains 54585 members 
Mstep: Class 32 contains 22180 members 
Mstep: Class 33 contains 42484 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1712 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46401 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 25087 members 
Mstep: Class 40 contains 23120 members 
Mstep: Class 41 contains 20423 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25825 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45661 members 
Mstep: Class 47 contains 23409 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 11954 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25259 members 
Mstep: Class 53 contains 18788 members 
Mstep: Class 54 contains 25346 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984864.000000 Penalty: 186489.921875
Iteration 492Q: 55 clusters Score -2.079849e+08 nChanged 2354
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17747 members 
Mstep: Class 2 contains 4551 members 
Mstep: Class 3 contains 30993 members 
Mstep: Class 4 contains 46004 members 
Mstep: Class 5 contains 42016 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41797 members 
Mstep: Class 8 contains 45165 members 
Mstep: Class 9 contains 43457 members 
Mstep: Class 10 contains 16414 members 
Mstep: Class 11 contains 24244 members 
Mstep: Class 12 contains 59813 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6483 members 
Mstep: Class 15 contains 8856 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42142 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 5527 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27669 members 
Mstep: Class 22 contains 42327 members 
Mstep: Class 23 contains 26697 members 
Mstep: Class 24 contains 2475 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 41762 members 
Mstep: Class 27 contains 53915 members 
Mstep: Class 28 contains 42885 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 7736 members 
Mstep: Class 31 contains 54581 members 
Mstep: Class 32 contains 22118 members 
Mstep: Class 33 contains 42455 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1711 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46399 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 25188 members 
Mstep: Class 40 contains 23233 members 
Mstep: Class 41 contains 20419 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25834 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45661 members 
Mstep: Class 47 contains 23535 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12030 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25273 members 
Mstep: Class 53 contains 18888 members 
Mstep: Class 54 contains 25068 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985344.000000 Penalty: 186489.921875
Iteration 493Q: 55 clusters Score -2.079853e+08 nChanged 2261
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17746 members 
Mstep: Class 2 contains 4544 members 
Mstep: Class 3 contains 30965 members 
Mstep: Class 4 contains 46015 members 
Mstep: Class 5 contains 42093 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41807 members 
Mstep: Class 8 contains 45130 members 
Mstep: Class 9 contains 43449 members 
Mstep: Class 10 contains 16415 members 
Mstep: Class 11 contains 24207 members 
Mstep: Class 12 contains 59829 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6410 members 
Mstep: Class 15 contains 8856 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42152 members 
Mstep: Class 18 contains 5025 members 
Mstep: Class 19 contains 5525 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27656 members 
Mstep: Class 22 contains 42284 members 
Mstep: Class 23 contains 26676 members 
Mstep: Class 24 contains 2468 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 41767 members 
Mstep: Class 27 contains 53899 members 
Mstep: Class 28 contains 42865 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 7726 members 
Mstep: Class 31 contains 54591 members 
Mstep: Class 32 contains 22046 members 
Mstep: Class 33 contains 42437 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1711 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46381 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 25278 members 
Mstep: Class 40 contains 23288 members 
Mstep: Class 41 contains 20408 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25838 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45675 members 
Mstep: Class 47 contains 23674 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12098 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25341 members 
Mstep: Class 53 contains 19018 members 
Mstep: Class 54 contains 24800 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985264.000000 Penalty: 186489.921875
Iteration 494Q: 55 clusters Score -2.079853e+08 nChanged 2249
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17736 members 
Mstep: Class 2 contains 4540 members 
Mstep: Class 3 contains 30946 members 
Mstep: Class 4 contains 46028 members 
Mstep: Class 5 contains 42153 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41810 members 
Mstep: Class 8 contains 45094 members 
Mstep: Class 9 contains 43448 members 
Mstep: Class 10 contains 16418 members 
Mstep: Class 11 contains 24178 members 
Mstep: Class 12 contains 59849 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6351 members 
Mstep: Class 15 contains 8856 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42159 members 
Mstep: Class 18 contains 5024 members 
Mstep: Class 19 contains 5523 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27660 members 
Mstep: Class 22 contains 42258 members 
Mstep: Class 23 contains 26655 members 
Mstep: Class 24 contains 2471 members 
Mstep: Class 25 contains 6876 members 
Mstep: Class 26 contains 41776 members 
Mstep: Class 27 contains 53900 members 
Mstep: Class 28 contains 42859 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 7717 members 
Mstep: Class 31 contains 54578 members 
Mstep: Class 32 contains 21975 members 
Mstep: Class 33 contains 42425 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1710 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46384 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 25346 members 
Mstep: Class 40 contains 23272 members 
Mstep: Class 41 contains 20403 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25843 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45670 members 
Mstep: Class 47 contains 23767 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12155 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25404 members 
Mstep: Class 53 contains 19184 members 
Mstep: Class 54 contains 24568 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207985040.000000 Penalty: 186489.921875
Iteration 495Q: 55 clusters Score -2.07985e+08 nChanged 2240
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17728 members 
Mstep: Class 2 contains 4539 members 
Mstep: Class 3 contains 30944 members 
Mstep: Class 4 contains 46017 members 
Mstep: Class 5 contains 42245 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41833 members 
Mstep: Class 8 contains 45065 members 
Mstep: Class 9 contains 43465 members 
Mstep: Class 10 contains 16419 members 
Mstep: Class 11 contains 24162 members 
Mstep: Class 12 contains 59850 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6276 members 
Mstep: Class 15 contains 8857 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42158 members 
Mstep: Class 18 contains 5024 members 
Mstep: Class 19 contains 5517 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27670 members 
Mstep: Class 22 contains 42221 members 
Mstep: Class 23 contains 26635 members 
Mstep: Class 24 contains 2473 members 
Mstep: Class 25 contains 6875 members 
Mstep: Class 26 contains 41771 members 
Mstep: Class 27 contains 53903 members 
Mstep: Class 28 contains 42823 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 7704 members 
Mstep: Class 31 contains 54563 members 
Mstep: Class 32 contains 21918 members 
Mstep: Class 33 contains 42414 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1711 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46362 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 25443 members 
Mstep: Class 40 contains 23254 members 
Mstep: Class 41 contains 20402 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25845 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45674 members 
Mstep: Class 47 contains 23833 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12196 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25445 members 
Mstep: Class 53 contains 19374 members 
Mstep: Class 54 contains 24361 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984800.000000 Penalty: 186489.921875
Iteration 496Q: 55 clusters Score -2.079848e+08 nChanged 2175
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17722 members 
Mstep: Class 2 contains 4539 members 
Mstep: Class 3 contains 30930 members 
Mstep: Class 4 contains 46020 members 
Mstep: Class 5 contains 42325 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41852 members 
Mstep: Class 8 contains 45055 members 
Mstep: Class 9 contains 43462 members 
Mstep: Class 10 contains 16417 members 
Mstep: Class 11 contains 24133 members 
Mstep: Class 12 contains 59848 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6210 members 
Mstep: Class 15 contains 8857 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42171 members 
Mstep: Class 18 contains 5018 members 
Mstep: Class 19 contains 5513 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27670 members 
Mstep: Class 22 contains 42182 members 
Mstep: Class 23 contains 26608 members 
Mstep: Class 24 contains 2481 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41789 members 
Mstep: Class 27 contains 53908 members 
Mstep: Class 28 contains 42794 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 7701 members 
Mstep: Class 31 contains 54551 members 
Mstep: Class 32 contains 21852 members 
Mstep: Class 33 contains 42399 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1711 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46349 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 25512 members 
Mstep: Class 40 contains 23215 members 
Mstep: Class 41 contains 20401 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25846 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45682 members 
Mstep: Class 47 contains 23876 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12225 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25496 members 
Mstep: Class 53 contains 19560 members 
Mstep: Class 54 contains 24211 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984608.000000 Penalty: 186489.921875
Iteration 497Q: 55 clusters Score -2.079846e+08 nChanged 2142
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17715 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 30914 members 
Mstep: Class 4 contains 46007 members 
Mstep: Class 5 contains 42400 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41865 members 
Mstep: Class 8 contains 45027 members 
Mstep: Class 9 contains 43464 members 
Mstep: Class 10 contains 16409 members 
Mstep: Class 11 contains 24123 members 
Mstep: Class 12 contains 59847 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6160 members 
Mstep: Class 15 contains 8855 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42180 members 
Mstep: Class 18 contains 5011 members 
Mstep: Class 19 contains 5508 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27686 members 
Mstep: Class 22 contains 42140 members 
Mstep: Class 23 contains 26595 members 
Mstep: Class 24 contains 2483 members 
Mstep: Class 25 contains 6877 members 
Mstep: Class 26 contains 41795 members 
Mstep: Class 27 contains 53900 members 
Mstep: Class 28 contains 42775 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 7685 members 
Mstep: Class 31 contains 54534 members 
Mstep: Class 32 contains 21797 members 
Mstep: Class 33 contains 42382 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1711 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46341 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 25599 members 
Mstep: Class 40 contains 23151 members 
Mstep: Class 41 contains 20406 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25853 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45703 members 
Mstep: Class 47 contains 23908 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12219 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25552 members 
Mstep: Class 53 contains 19759 members 
Mstep: Class 54 contains 24092 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984480.000000 Penalty: 186489.921875
Iteration 498Q: 55 clusters Score -2.079845e+08 nChanged 2061
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17704 members 
Mstep: Class 2 contains 4543 members 
Mstep: Class 3 contains 30899 members 
Mstep: Class 4 contains 46018 members 
Mstep: Class 5 contains 42444 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41909 members 
Mstep: Class 8 contains 45030 members 
Mstep: Class 9 contains 43475 members 
Mstep: Class 10 contains 16409 members 
Mstep: Class 11 contains 24114 members 
Mstep: Class 12 contains 59834 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6115 members 
Mstep: Class 15 contains 8856 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42194 members 
Mstep: Class 18 contains 5010 members 
Mstep: Class 19 contains 5502 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27683 members 
Mstep: Class 22 contains 42093 members 
Mstep: Class 23 contains 26575 members 
Mstep: Class 24 contains 2482 members 
Mstep: Class 25 contains 6878 members 
Mstep: Class 26 contains 41784 members 
Mstep: Class 27 contains 53893 members 
Mstep: Class 28 contains 42764 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 7675 members 
Mstep: Class 31 contains 54508 members 
Mstep: Class 32 contains 21757 members 
Mstep: Class 33 contains 42370 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1711 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46338 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 25699 members 
Mstep: Class 40 contains 23057 members 
Mstep: Class 41 contains 20409 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25856 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45709 members 
Mstep: Class 47 contains 23903 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12198 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25608 members 
Mstep: Class 53 contains 19957 members 
Mstep: Class 54 contains 24006 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984528.000000 Penalty: 186489.921875
Iteration 499Q: 55 clusters Score -2.079845e+08 nChanged 2022
Entering Unmasked Mstep 
Mstep: Class 0 contains 107 members 
Mstep: Class 1 contains 17710 members 
Mstep: Class 2 contains 4541 members 
Mstep: Class 3 contains 30899 members 
Mstep: Class 4 contains 46025 members 
Mstep: Class 5 contains 42491 members 
Mstep: Class 6 contains 1461 members 
Mstep: Class 7 contains 41936 members 
Mstep: Class 8 contains 45024 members 
Mstep: Class 9 contains 43465 members 
Mstep: Class 10 contains 16411 members 
Mstep: Class 11 contains 24106 members 
Mstep: Class 12 contains 59832 members 
Mstep: Class 13 contains 506 members 
Mstep: Class 14 contains 6075 members 
Mstep: Class 15 contains 8856 members 
Mstep: Class 16 contains 1103 members 
Mstep: Class 17 contains 42181 members 
Mstep: Class 18 contains 5007 members 
Mstep: Class 19 contains 5499 members 
Mstep: Class 20 contains 186 members 
Mstep: Class 21 contains 27682 members 
Mstep: Class 22 contains 42066 members 
Mstep: Class 23 contains 26563 members 
Mstep: Class 24 contains 2469 members 
Mstep: Class 25 contains 6877 members 
Mstep: Class 26 contains 41773 members 
Mstep: Class 27 contains 53873 members 
Mstep: Class 28 contains 42773 members 
Mstep: Class 29 contains 3962 members 
Mstep: Class 30 contains 7667 members 
Mstep: Class 31 contains 54489 members 
Mstep: Class 32 contains 21724 members 
Mstep: Class 33 contains 42362 members 
Mstep: Class 34 contains 159 members 
Mstep: Class 35 contains 1711 members 
Mstep: Class 36 contains 318 members 
Mstep: Class 37 contains 46328 members 
Mstep: Class 38 contains 1074 members 
Mstep: Class 39 contains 25805 members 
Mstep: Class 40 contains 22954 members 
Mstep: Class 41 contains 20408 members 
Mstep: Class 42 contains 113 members 
Mstep: Class 43 contains 25856 members 
Mstep: Class 44 contains 442 members 
Mstep: Class 45 contains 739 members 
Mstep: Class 46 contains 45706 members 
Mstep: Class 47 contains 23907 members 
Mstep: Class 48 contains 144 members 
Mstep: Class 49 contains 12144 members 
Mstep: Class 50 contains 635 members 
Mstep: Class 51 contains 317 members 
Mstep: Class 52 contains 25648 members 
Mstep: Class 53 contains 20188 members 
Mstep: Class 54 contains 23938 members 
Entering Unmasked Estep 
ConsiderDeletion 
Score: -207984400.000000 Penalty: 186489.921875
Iteration 500F: 55 clusters Score -2.079844e+08 nChanged 2007
Maximum iterations exceeded
--- Evaluating fit on full set of 3348706 points ---
Entering Unmasked Estep 
Score: -631574528.000000 Penalty: 201202.531250
21->55 Clusters: Score -631574528.000000, best is -631590272.000000

Main iterations: 0 (time per=infms)
Total iterations: 56953 (time per=470.826102ms)
Iterations metric 2: 2804930052096.000000 (time per=9.559939ns)
Iterations metric 3: 84144675618816.000000 (time per=318.676836ps)

That took 26814.958984 seconds.
